2024-10-11 20:38:22,567 - ==> Logging on master GPU: 0 2024-10-11 20:38:22,567 - ==> Running Trainer: CLSTrainer 2024-10-11 20:38:22,567 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training 2024-10-11 20:38:22,568 - ==> Building model 2024-10-11 20:38:24,151 - ==> Creating optimizer 2024-10-11 20:39:12,608 - ==> Native DDP 2024-10-11 20:39:12,750 - ==> Loading dataset: ImageFolderLMDB 2024-10-11 20:39:12,832 - ==> ********** cfg ********** seed : 42 size : 256 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': 256, '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': 292, 'interpolation': }, {'type': 'CenterCrop', 'size': 256}, {'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_B1s 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': 256, 'base_w': 256, '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_b1s mode : train sleep : -1 memory : -1 dist_url : env:// logger_rank : 0 opts : ['model.name=MobileMamba_B1s'] 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_b1s -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_B1s task_start_time : 140488.674327959 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_B1s_ImageFolderLMDB_20241011-203822 logger.filters : [] logger.name : root logger.level : 20 logger.parent : None logger.propagate : True logger.disabled : False logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822/show_train logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822/show_test 2024-10-11 20:39:12,832 - ==> Starting training with 1 nodes x 8 GPUs 2024-10-11 20:39:48,865 - Train: 0.00% [50/1251000] [0.0/1000.0] [batch_t 0.223 (0.710)] [data_t 0.007] [optim_t 0.216] [lr 0.000009] [CE 7.003 (6.990)] [KD 24.685 (24.611)] 2024-10-11 20:39:59,908 - Train: 0.01% [100/1251000] [0.1/1000.0] [batch_t 0.217 (0.221)] [data_t 0.006] [optim_t 0.210] [lr 0.000015] [CE 6.958 (6.978)] [KD 25.181 (24.518)] 2024-10-11 20:40:11,659 - Train: 0.01% [150/1251000] [0.1/1000.0] [batch_t 0.226 (0.235)] [data_t 0.006] [optim_t 0.220] [lr 0.000021] [CE 6.946 (6.962)] [KD 25.171 (24.261)] 2024-10-11 20:40:22,795 - Train: 0.02% [200/1251000] [0.2/1000.0] [batch_t 0.207 (0.223)] [data_t 0.006] [optim_t 0.201] [lr 0.000027] [CE 6.951 (6.942)] [KD 23.494 (24.180)] 2024-10-11 20:40:34,436 - Train: 0.02% [250/1251000] [0.2/1000.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.000033] [CE 6.911 (6.921)] [KD 25.021 (23.939)] 2024-10-11 20:40:46,125 - Train: 0.02% [300/1251000] [0.2/1000.0] [batch_t 0.221 (0.234)] [data_t 0.007] [optim_t 0.214] [lr 0.000039] [CE 6.895 (6.897)] [KD 24.011 (24.034)] 2024-10-11 20:40:57,490 - Train: 0.03% [350/1251000] [0.3/1000.0] [batch_t 0.223 (0.227)] [data_t 0.006] [optim_t 0.216] [lr 0.000045] [CE 6.855 (6.876)] [KD 24.416 (23.638)] 2024-10-11 20:41:08,830 - Train: 0.03% [400/1251000] [0.3/1000.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.000051] [CE 6.825 (6.857)] [KD 24.999 (23.761)] 2024-10-11 20:41:20,633 - Train: 0.04% [450/1251000] [0.4/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.000057] [CE 6.820 (6.840)] [KD 23.578 (23.637)] 2024-10-11 20:41:31,965 - Train: 0.04% [500/1251000] [0.4/1000.0] [batch_t 0.229 (0.226)] [data_t 0.009] [optim_t 0.220] [lr 0.000063] [CE 6.813 (6.825)] [KD 22.581 (23.115)] 2024-10-11 20:41:43,178 - Train: 0.04% [550/1251000] [0.4/1000.0] [batch_t 0.226 (0.224)] [data_t 0.009] [optim_t 0.217] [lr 0.000069] [CE 6.808 (6.810)] [KD 21.294 (23.138)] 2024-10-11 20:41:55,250 - Train: 0.05% [600/1251000] [0.5/1000.0] [batch_t 0.214 (0.241)] [data_t 0.006] [optim_t 0.208] [lr 0.000075] [CE 6.774 (6.790)] [KD 21.761 (23.119)] 2024-10-11 20:42:06,776 - Train: 0.05% [650/1251000] [0.5/1000.0] [batch_t 0.222 (0.230)] [data_t 0.010] [optim_t 0.212] [lr 0.000081] [CE 6.805 (6.770)] [KD 21.448 (22.930)] 2024-10-11 20:42:18,043 - Train: 0.06% [700/1251000] [0.6/1000.0] [batch_t 0.227 (0.225)] [data_t 0.008] [optim_t 0.219] [lr 0.000087] [CE 6.699 (6.755)] [KD 23.417 (22.652)] 2024-10-11 20:42:29,946 - Train: 0.06% [750/1251000] [0.6/1000.0] [batch_t 0.219 (0.238)] [data_t 0.008] [optim_t 0.211] [lr 0.000093] [CE 6.696 (6.740)] [KD 22.471 (22.555)] 2024-10-11 20:42:41,464 - Train: 0.06% [800/1251000] [0.6/1000.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.000099] [CE 6.766 (6.711)] [KD 21.020 (22.537)] 2024-10-11 20:42:52,688 - Train: 0.07% [850/1251000] [0.7/1000.0] [batch_t 0.218 (0.224)] [data_t 0.009] [optim_t 0.209] [lr 0.000105] [CE 6.740 (6.696)] [KD 21.916 (22.421)] 2024-10-11 20:43:04,412 - Train: 0.07% [900/1251000] [0.7/1000.0] [batch_t 0.216 (0.234)] [data_t 0.009] [optim_t 0.207] [lr 0.000111] [CE 6.648 (6.681)] [KD 22.569 (22.187)] 2024-10-11 20:43:15,405 - Train: 0.08% [950/1251000] [0.8/1000.0] [batch_t 0.223 (0.220)] [data_t 0.008] [optim_t 0.215] [lr 0.000117] [CE 6.637 (6.669)] [KD 22.337 (22.111)] 2024-10-11 20:43:26,403 - Train: 0.08% [1000/1251000] [0.8/1000.0] [batch_t 0.217 (0.220)] [data_t 0.010] [optim_t 0.208] [lr 0.000123] [CE 6.598 (6.658)] [KD 22.694 (21.933)] 2024-10-11 20:43:38,123 - Train: 0.08% [1050/1251000] [0.8/1000.0] [batch_t 0.227 (0.234)] [data_t 0.008] [optim_t 0.219] [lr 0.000129] [CE 6.658 (6.636)] [KD 20.485 (21.845)] 2024-10-11 20:43:49,243 - Train: 0.09% [1100/1251000] [0.9/1000.0] [batch_t 0.211 (0.222)] [data_t 0.009] [optim_t 0.202] [lr 0.000135] [CE 6.602 (6.621)] [KD 21.929 (21.741)] 2024-10-11 20:44:00,355 - Train: 0.09% [1150/1251000] [0.9/1000.0] [batch_t 0.216 (0.222)] [data_t 0.008] [optim_t 0.209] [lr 0.000141] [CE 6.624 (6.610)] [KD 20.956 (21.545)] 2024-10-11 20:44:12,074 - Train: 0.10% [1200/1251000] [1.0/1000.0] [batch_t 0.210 (0.234)] [data_t 0.008] [optim_t 0.202] [lr 0.000147] [CE 6.512 (6.601)] [KD 21.933 (21.378)] 2024-10-11 20:44:23,142 - Train: 0.10% [1250/1251000] [1.0/1000.0] [batch_t 0.198 (0.221)] [data_t 0.008] [optim_t 0.191] [lr 0.000153] [CE 6.504 (6.591)] [KD 21.807 (21.163)] 2024-10-11 20:44:23,346 - ==> Total time: 0:06:16 Eta: 4 days, 8:22:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 20:44:41,280 - Train: 0.10% [1300/1251000] [1.0/1000.0] [batch_t 0.226 (0.227)] [data_t 0.009] [optim_t 0.217] [lr 0.000159] [CE 6.439 (6.562)] [KD 21.622 (21.252)] 2024-10-11 20:44:52,375 - Train: 0.11% [1350/1251000] [1.1/1000.0] [batch_t 0.214 (0.222)] [data_t 0.007] [optim_t 0.207] [lr 0.000165] [CE 6.421 (6.554)] [KD 21.673 (21.006)] 2024-10-11 20:45:04,239 - Train: 0.11% [1400/1251000] [1.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.007] [optim_t 0.225] [lr 0.000171] [CE 6.367 (6.534)] [KD 21.569 (20.857)] 2024-10-11 20:45:15,333 - Train: 0.12% [1450/1251000] [1.2/1000.0] [batch_t 0.219 (0.222)] [data_t 0.010] [optim_t 0.209] [lr 0.000177] [CE 6.576 (6.537)] [KD 20.671 (20.623)] 2024-10-11 20:45:26,429 - Train: 0.12% [1500/1251000] [1.2/1000.0] [batch_t 0.232 (0.222)] [data_t 0.007] [optim_t 0.225] [lr 0.000183] [CE 6.508 (6.516)] [KD 20.332 (20.559)] 2024-10-11 20:45:37,516 - Train: 0.12% [1550/1251000] [1.2/1000.0] [batch_t 0.207 (0.222)] [data_t 0.007] [optim_t 0.200] [lr 0.000189] [CE 6.536 (6.525)] [KD 19.594 (20.297)] 2024-10-11 20:45:49,063 - Train: 0.13% [1600/1251000] [1.3/1000.0] [batch_t 0.216 (0.231)] [data_t 0.010] [optim_t 0.206] [lr 0.000195] [CE 6.494 (6.493)] [KD 20.320 (20.293)] 2024-10-11 20:45:59,973 - Train: 0.13% [1650/1251000] [1.3/1000.0] [batch_t 0.209 (0.218)] [data_t 0.008] [optim_t 0.201] [lr 0.000201] [CE 6.459 (6.459)] [KD 20.072 (20.248)] 2024-10-11 20:46:11,286 - Train: 0.14% [1700/1251000] [1.4/1000.0] [batch_t 0.219 (0.226)] [data_t 0.010] [optim_t 0.209] [lr 0.000207] [CE 6.385 (6.466)] [KD 20.070 (20.143)] 2024-10-11 20:46:22,695 - Train: 0.14% [1750/1251000] [1.4/1000.0] [batch_t 0.224 (0.228)] [data_t 0.009] [optim_t 0.215] [lr 0.000213] [CE 6.498 (6.442)] [KD 19.571 (20.043)] 2024-10-11 20:46:34,042 - Train: 0.14% [1800/1251000] [1.4/1000.0] [batch_t 0.214 (0.227)] [data_t 0.008] [optim_t 0.207] [lr 0.000218] [CE 6.418 (6.442)] [KD 19.973 (19.829)] 2024-10-11 20:46:45,168 - Train: 0.15% [1850/1251000] [1.5/1000.0] [batch_t 0.220 (0.222)] [data_t 0.006] [optim_t 0.214] [lr 0.000224] [CE 6.452 (6.414)] [KD 19.440 (19.848)] 2024-10-11 20:46:56,116 - Train: 0.15% [1900/1251000] [1.5/1000.0] [batch_t 0.216 (0.219)] [data_t 0.010] [optim_t 0.206] [lr 0.000230] [CE 6.459 (6.424)] [KD 19.633 (19.649)] 2024-10-11 20:47:07,045 - Train: 0.16% [1950/1251000] [1.6/1000.0] [batch_t 0.217 (0.218)] [data_t 0.009] [optim_t 0.208] [lr 0.000236] [CE 6.307 (6.389)] [KD 20.008 (19.612)] 2024-10-11 20:47:18,855 - Train: 0.16% [2000/1251000] [1.6/1000.0] [batch_t 0.219 (0.236)] [data_t 0.007] [optim_t 0.212] [lr 0.000242] [CE 6.464 (6.387)] [KD 18.447 (19.501)] 2024-10-11 20:47:30,234 - Train: 0.16% [2050/1251000] [1.6/1000.0] [batch_t 0.219 (0.227)] [data_t 0.010] [optim_t 0.209] [lr 0.000248] [CE 6.404 (6.375)] [KD 19.506 (19.282)] 2024-10-11 20:47:41,166 - Train: 0.17% [2100/1251000] [1.7/1000.0] [batch_t 0.208 (0.218)] [data_t 0.006] [optim_t 0.202] [lr 0.000254] [CE 6.449 (6.384)] [KD 19.133 (19.161)] 2024-10-11 20:47:52,203 - Train: 0.17% [2150/1251000] [1.7/1000.0] [batch_t 0.221 (0.221)] [data_t 0.008] [optim_t 0.213] [lr 0.000260] [CE 6.199 (6.331)] [KD 19.827 (19.179)] 2024-10-11 20:48:03,643 - Train: 0.18% [2200/1251000] [1.8/1000.0] [batch_t 0.215 (0.229)] [data_t 0.007] [optim_t 0.209] [lr 0.000266] [CE 6.309 (6.348)] [KD 19.096 (18.935)] 2024-10-11 20:48:14,705 - Train: 0.18% [2250/1251000] [1.8/1000.0] [batch_t 0.216 (0.221)] [data_t 0.010] [optim_t 0.206] [lr 0.000272] [CE 6.446 (6.338)] [KD 18.398 (18.779)] 2024-10-11 20:48:25,846 - Train: 0.18% [2300/1251000] [1.8/1000.0] [batch_t 0.218 (0.223)] [data_t 0.009] [optim_t 0.208] [lr 0.000278] [CE 6.392 (6.285)] [KD 18.281 (18.736)] 2024-10-11 20:48:36,906 - Train: 0.19% [2350/1251000] [1.9/1000.0] [batch_t 0.209 (0.221)] [data_t 0.007] [optim_t 0.201] [lr 0.000284] [CE 6.094 (6.302)] [KD 18.619 (18.569)] 2024-10-11 20:48:48,806 - Train: 0.19% [2400/1251000] [1.9/1000.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.000290] [CE 6.305 (6.271)] [KD 18.169 (18.568)] 2024-10-11 20:48:59,961 - Train: 0.20% [2450/1251000] [2.0/1000.0] [batch_t 0.234 (0.223)] [data_t 0.008] [optim_t 0.226] [lr 0.000296] [CE 6.112 (6.259)] [KD 18.610 (18.447)] 2024-10-11 20:49:10,853 - Train: 0.20% [2500/1251000] [2.0/1000.0] [batch_t 0.199 (0.218)] [data_t 0.008] [optim_t 0.191] [lr 0.000302] [CE 6.225 (6.275)] [KD 17.980 (18.204)] 2024-10-11 20:49:11,247 - ==> Total time: 0:11:04 Eta: 3 days, 20:02:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 20:49:25,483 - Train: 0.20% [2550/1251000] [2.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.008] [optim_t 0.229] [lr 0.000308] [CE 6.250 (6.255)] [KD 17.467 (18.090)] 2024-10-11 20:49:37,803 - Train: 0.21% [2600/1251000] [2.1/1000.0] [batch_t 0.223 (0.246)] [data_t 0.008] [optim_t 0.215] [lr 0.000314] [CE 6.158 (6.249)] [KD 18.092 (18.072)] 2024-10-11 20:49:49,209 - Train: 0.21% [2650/1251000] [2.1/1000.0] [batch_t 0.209 (0.228)] [data_t 0.009] [optim_t 0.200] [lr 0.000320] [CE 6.306 (6.178)] [KD 17.483 (18.092)] 2024-10-11 20:50:00,602 - Train: 0.22% [2700/1251000] [2.2/1000.0] [batch_t 0.218 (0.228)] [data_t 0.007] [optim_t 0.211] [lr 0.000326] [CE 6.278 (6.214)] [KD 17.752 (17.780)] 2024-10-11 20:50:12,194 - Train: 0.22% [2750/1251000] [2.2/1000.0] [batch_t 0.228 (0.232)] [data_t 0.008] [optim_t 0.220] [lr 0.000332] [CE 6.157 (6.229)] [KD 18.358 (17.792)] 2024-10-11 20:50:23,319 - Train: 0.22% [2800/1251000] [2.2/1000.0] [batch_t 0.216 (0.222)] [data_t 0.008] [optim_t 0.208] [lr 0.000338] [CE 6.258 (6.211)] [KD 17.009 (17.666)] 2024-10-11 20:50:34,766 - Train: 0.23% [2850/1251000] [2.3/1000.0] [batch_t 0.223 (0.229)] [data_t 0.008] [optim_t 0.215] [lr 0.000344] [CE 6.242 (6.180)] [KD 17.796 (17.568)] 2024-10-11 20:50:47,235 - Train: 0.23% [2900/1251000] [2.3/1000.0] [batch_t 0.213 (0.249)] [data_t 0.006] [optim_t 0.207] [lr 0.000350] [CE 6.242 (6.150)] [KD 17.385 (17.536)] 2024-10-11 20:50:58,724 - Train: 0.24% [2950/1251000] [2.4/1000.0] [batch_t 0.239 (0.230)] [data_t 0.008] [optim_t 0.231] [lr 0.000356] [CE 6.290 (6.164)] [KD 17.349 (17.258)] 2024-10-11 20:51:10,055 - Train: 0.24% [3000/1251000] [2.4/1000.0] [batch_t 0.243 (0.226)] [data_t 0.010] [optim_t 0.233] [lr 0.000362] [CE 6.380 (6.170)] [KD 16.903 (17.208)] 2024-10-11 20:51:21,683 - Train: 0.24% [3050/1251000] [2.4/1000.0] [batch_t 0.207 (0.232)] [data_t 0.008] [optim_t 0.198] [lr 0.000368] [CE 6.101 (6.145)] [KD 17.503 (17.064)] 2024-10-11 20:51:32,920 - Train: 0.25% [3100/1251000] [2.5/1000.0] [batch_t 0.229 (0.225)] [data_t 0.009] [optim_t 0.220] [lr 0.000374] [CE 6.277 (6.134)] [KD 16.369 (17.048)] 2024-10-11 20:51:44,326 - Train: 0.25% [3150/1251000] [2.5/1000.0] [batch_t 0.230 (0.228)] [data_t 0.006] [optim_t 0.224] [lr 0.000380] [CE 5.915 (6.135)] [KD 17.338 (16.939)] 2024-10-11 20:51:56,523 - Train: 0.26% [3200/1251000] [2.6/1000.0] [batch_t 0.443 (0.244)] [data_t 0.007] [optim_t 0.436] [lr 0.000386] [CE 6.060 (6.118)] [KD 16.977 (16.829)] 2024-10-11 20:52:07,688 - Train: 0.26% [3250/1251000] [2.6/1000.0] [batch_t 0.228 (0.223)] [data_t 0.008] [optim_t 0.220] [lr 0.000392] [CE 6.127 (6.114)] [KD 17.026 (16.807)] 2024-10-11 20:52:19,351 - Train: 0.26% [3300/1251000] [2.6/1000.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.000398] [CE 6.051 (6.108)] [KD 16.219 (16.770)] 2024-10-11 20:52:30,895 - Train: 0.27% [3350/1251000] [2.7/1000.0] [batch_t 0.229 (0.231)] [data_t 0.008] [optim_t 0.221] [lr 0.000404] [CE 6.047 (6.107)] [KD 17.062 (16.619)] 2024-10-11 20:52:42,367 - Train: 0.27% [3400/1251000] [2.7/1000.0] [batch_t 0.237 (0.229)] [data_t 0.010] [optim_t 0.227] [lr 0.000410] [CE 6.107 (6.104)] [KD 16.352 (16.473)] 2024-10-11 20:52:53,615 - Train: 0.28% [3450/1251000] [2.8/1000.0] [batch_t 0.226 (0.225)] [data_t 0.010] [optim_t 0.217] [lr 0.000416] [CE 6.086 (6.041)] [KD 16.088 (16.477)] 2024-10-11 20:53:06,020 - Train: 0.28% [3500/1251000] [2.8/1000.0] [batch_t 0.231 (0.248)] [data_t 0.010] [optim_t 0.221] [lr 0.000422] [CE 6.107 (6.055)] [KD 15.930 (16.301)] 2024-10-11 20:53:17,462 - Train: 0.28% [3550/1251000] [2.8/1000.0] [batch_t 0.218 (0.229)] [data_t 0.007] [optim_t 0.210] [lr 0.000428] [CE 6.247 (6.022)] [KD 15.991 (16.240)] 2024-10-11 20:53:28,532 - Train: 0.29% [3600/1251000] [2.9/1000.0] [batch_t 0.220 (0.221)] [data_t 0.009] [optim_t 0.212] [lr 0.000434] [CE 5.974 (6.001)] [KD 16.402 (16.238)] 2024-10-11 20:53:39,545 - Train: 0.29% [3650/1251000] [2.9/1000.0] [batch_t 0.214 (0.220)] [data_t 0.010] [optim_t 0.205] [lr 0.000440] [CE 5.943 (6.019)] [KD 16.165 (16.075)] 2024-10-11 20:53:50,889 - Train: 0.30% [3700/1251000] [3.0/1000.0] [batch_t 0.220 (0.227)] [data_t 0.009] [optim_t 0.211] [lr 0.000446] [CE 6.070 (6.030)] [KD 15.976 (15.940)] 2024-10-11 20:54:01,668 - Train: 0.30% [3750/1251000] [3.0/1000.0] [batch_t 0.220 (0.215)] [data_t 0.006] [optim_t 0.214] [lr 0.000452] [CE 5.959 (6.011)] [KD 15.745 (15.788)] 2024-10-11 20:54:02,705 - ==> Total time: 0:15:55 Eta: 3 days, 16:12:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 20:54:19,358 - Train: 0.30% [3800/1251000] [3.0/1000.0] [batch_t 0.221 (0.239)] [data_t 0.010] [optim_t 0.212] [lr 0.000458] [CE 5.763 (6.008)] [KD 15.821 (15.751)] 2024-10-11 20:54:30,872 - Train: 0.31% [3850/1251000] [3.1/1000.0] [batch_t 0.221 (0.230)] [data_t 0.010] [optim_t 0.211] [lr 0.000464] [CE 6.131 (5.989)] [KD 15.432 (15.613)] 2024-10-11 20:54:42,025 - Train: 0.31% [3900/1251000] [3.1/1000.0] [batch_t 0.220 (0.223)] [data_t 0.007] [optim_t 0.213] [lr 0.000470] [CE 5.823 (6.000)] [KD 16.189 (15.657)] 2024-10-11 20:54:53,597 - Train: 0.32% [3950/1251000] [3.2/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.211] [lr 0.000476] [CE 6.038 (5.992)] [KD 15.296 (15.456)] 2024-10-11 20:55:04,683 - Train: 0.32% [4000/1251000] [3.2/1000.0] [batch_t 0.221 (0.222)] [data_t 0.007] [optim_t 0.214] [lr 0.000482] [CE 6.093 (5.963)] [KD 15.193 (15.381)] 2024-10-11 20:55:16,070 - Train: 0.32% [4050/1251000] [3.2/1000.0] [batch_t 0.215 (0.228)] [data_t 0.007] [optim_t 0.208] [lr 0.000488] [CE 5.793 (5.963)] [KD 15.342 (15.325)] 2024-10-11 20:55:28,195 - Train: 0.33% [4100/1251000] [3.3/1000.0] [batch_t 0.225 (0.242)] [data_t 0.007] [optim_t 0.218] [lr 0.000494] [CE 5.982 (6.010)] [KD 14.856 (15.230)] 2024-10-11 20:55:39,486 - Train: 0.33% [4150/1251000] [3.3/1000.0] [batch_t 0.227 (0.226)] [data_t 0.007] [optim_t 0.220] [lr 0.000500] [CE 5.837 (5.981)] [KD 15.385 (15.132)] 2024-10-11 20:55:50,706 - Train: 0.34% [4200/1251000] [3.4/1000.0] [batch_t 0.229 (0.224)] [data_t 0.008] [optim_t 0.221] [lr 0.000506] [CE 5.765 (5.906)] [KD 15.364 (15.136)] 2024-10-11 20:56:02,628 - Train: 0.34% [4250/1251000] [3.4/1000.0] [batch_t 0.213 (0.238)] [data_t 0.008] [optim_t 0.206] [lr 0.000512] [CE 5.776 (5.912)] [KD 14.936 (15.002)] 2024-10-11 20:56:13,597 - Train: 0.34% [4300/1251000] [3.4/1000.0] [batch_t 0.222 (0.219)] [data_t 0.009] [optim_t 0.212] [lr 0.000518] [CE 5.546 (5.956)] [KD 15.399 (14.957)] 2024-10-11 20:56:24,725 - Train: 0.35% [4350/1251000] [3.5/1000.0] [batch_t 0.219 (0.222)] [data_t 0.007] [optim_t 0.212] [lr 0.000524] [CE 6.007 (5.856)] [KD 14.993 (14.938)] 2024-10-11 20:56:36,489 - Train: 0.35% [4400/1251000] [3.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.007] [optim_t 0.228] [lr 0.000530] [CE 5.745 (5.864)] [KD 14.790 (14.764)] 2024-10-11 20:56:48,418 - Train: 0.36% [4450/1251000] [3.6/1000.0] [batch_t 0.216 (0.238)] [data_t 0.008] [optim_t 0.208] [lr 0.000536] [CE 5.846 (5.868)] [KD 14.366 (14.865)] 2024-10-11 20:56:59,753 - Train: 0.36% [4500/1251000] [3.6/1000.0] [batch_t 0.210 (0.227)] [data_t 0.008] [optim_t 0.202] [lr 0.000542] [CE 5.606 (5.854)] [KD 14.507 (14.641)] 2024-10-11 20:57:11,434 - Train: 0.36% [4550/1251000] [3.6/1000.0] [batch_t 0.215 (0.233)] [data_t 0.008] [optim_t 0.207] [lr 0.000548] [CE 5.959 (5.859)] [KD 14.247 (14.605)] 2024-10-11 20:57:22,559 - Train: 0.37% [4600/1251000] [3.7/1000.0] [batch_t 0.215 (0.222)] [data_t 0.009] [optim_t 0.206] [lr 0.000554] [CE 5.566 (5.833)] [KD 15.075 (14.565)] 2024-10-11 20:57:34,011 - Train: 0.37% [4650/1251000] [3.7/1000.0] [batch_t 0.235 (0.229)] [data_t 0.007] [optim_t 0.228] [lr 0.000560] [CE 5.870 (5.883)] [KD 14.597 (14.479)] 2024-10-11 20:57:45,901 - Train: 0.38% [4700/1251000] [3.8/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.000566] [CE 5.554 (5.890)] [KD 14.634 (14.356)] 2024-10-11 20:57:57,999 - Train: 0.38% [4750/1251000] [3.8/1000.0] [batch_t 0.220 (0.242)] [data_t 0.007] [optim_t 0.213] [lr 0.000572] [CE 6.060 (5.849)] [KD 14.018 (14.291)] 2024-10-11 20:58:09,630 - Train: 0.38% [4800/1251000] [3.8/1000.0] [batch_t 0.232 (0.232)] [data_t 0.008] [optim_t 0.224] [lr 0.000578] [CE 5.603 (5.808)] [KD 14.033 (14.137)] 2024-10-11 20:58:21,448 - Train: 0.39% [4850/1251000] [3.9/1000.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.000584] [CE 5.997 (5.836)] [KD 13.861 (14.059)] 2024-10-11 20:58:32,523 - Train: 0.39% [4900/1251000] [3.9/1000.0] [batch_t 0.225 (0.221)] [data_t 0.009] [optim_t 0.216] [lr 0.000590] [CE 5.575 (5.780)] [KD 13.953 (14.054)] 2024-10-11 20:58:43,564 - Train: 0.40% [4950/1251000] [4.0/1000.0] [batch_t 0.227 (0.221)] [data_t 0.008] [optim_t 0.219] [lr 0.000596] [CE 5.906 (5.837)] [KD 13.296 (13.836)] 2024-10-11 20:58:55,069 - Train: 0.40% [5000/1251000] [4.0/1000.0] [batch_t 0.202 (0.230)] [data_t 0.008] [optim_t 0.194] [lr 0.000602] [CE 5.858 (5.799)] [KD 14.028 (13.864)] 2024-10-11 20:58:55,880 - ==> Total time: 0:20:48 Eta: 3 days, 14:22:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 20:59:09,938 - Train: 0.40% [5050/1251000] [4.0/1000.0] [batch_t 0.218 (0.241)] [data_t 0.008] [optim_t 0.210] [lr 0.000608] [CE 5.692 (5.754)] [KD 13.877 (13.785)] 2024-10-11 20:59:21,243 - Train: 0.41% [5100/1251000] [4.1/1000.0] [batch_t 0.232 (0.226)] [data_t 0.008] [optim_t 0.225] [lr 0.000614] [CE 5.972 (5.768)] [KD 13.747 (13.701)] 2024-10-11 20:59:32,290 - Train: 0.41% [5150/1251000] [4.1/1000.0] [batch_t 0.217 (0.221)] [data_t 0.009] [optim_t 0.208] [lr 0.000620] [CE 5.521 (5.739)] [KD 13.355 (13.714)] 2024-10-11 20:59:44,032 - Train: 0.42% [5200/1251000] [4.2/1000.0] [batch_t 0.213 (0.235)] [data_t 0.007] [optim_t 0.206] [lr 0.000626] [CE 5.797 (5.757)] [KD 13.478 (13.589)] 2024-10-11 20:59:55,044 - Train: 0.42% [5250/1251000] [4.2/1000.0] [batch_t 0.217 (0.220)] [data_t 0.008] [optim_t 0.208] [lr 0.000632] [CE 5.556 (5.766)] [KD 13.684 (13.461)] 2024-10-11 21:00:06,351 - Train: 0.42% [5300/1251000] [4.2/1000.0] [batch_t 0.237 (0.226)] [data_t 0.007] [optim_t 0.231] [lr 0.000638] [CE 5.691 (5.739)] [KD 13.843 (13.475)] 2024-10-11 21:00:18,082 - Train: 0.43% [5350/1251000] [4.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.225] [lr 0.000644] [CE 6.051 (5.729)] [KD 12.765 (13.339)] 2024-10-11 21:00:29,609 - Train: 0.43% [5400/1251000] [4.3/1000.0] [batch_t 0.216 (0.230)] [data_t 0.008] [optim_t 0.208] [lr 0.000650] [CE 5.732 (5.718)] [KD 13.484 (13.298)] 2024-10-11 21:00:41,043 - Train: 0.44% [5450/1251000] [4.4/1000.0] [batch_t 0.224 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.000656] [CE 5.628 (5.756)] [KD 12.995 (13.307)] 2024-10-11 21:00:52,390 - Train: 0.44% [5500/1251000] [4.4/1000.0] [batch_t 0.230 (0.227)] [data_t 0.011] [optim_t 0.219] [lr 0.000662] [CE 5.735 (5.700)] [KD 13.095 (13.243)] 2024-10-11 21:01:03,643 - Train: 0.44% [5550/1251000] [4.4/1000.0] [batch_t 0.230 (0.225)] [data_t 0.008] [optim_t 0.222] [lr 0.000668] [CE 5.969 (5.731)] [KD 13.594 (13.141)] 2024-10-11 21:01:15,338 - Train: 0.45% [5600/1251000] [4.5/1000.0] [batch_t 0.231 (0.234)] [data_t 0.008] [optim_t 0.223] [lr 0.000674] [CE 5.645 (5.694)] [KD 13.042 (13.017)] 2024-10-11 21:01:27,020 - Train: 0.45% [5650/1251000] [4.5/1000.0] [batch_t 0.214 (0.233)] [data_t 0.008] [optim_t 0.205] [lr 0.000680] [CE 5.698 (5.733)] [KD 12.949 (13.130)] 2024-10-11 21:01:38,200 - Train: 0.46% [5700/1251000] [4.6/1000.0] [batch_t 0.223 (0.223)] [data_t 0.008] [optim_t 0.215] [lr 0.000686] [CE 5.435 (5.658)] [KD 13.165 (12.860)] 2024-10-11 21:01:49,582 - Train: 0.46% [5750/1251000] [4.6/1000.0] [batch_t 0.223 (0.227)] [data_t 0.009] [optim_t 0.215] [lr 0.000692] [CE 5.596 (5.707)] [KD 13.096 (12.867)] 2024-10-11 21:02:01,320 - Train: 0.46% [5800/1251000] [4.6/1000.0] [batch_t 0.220 (0.235)] [data_t 0.010] [optim_t 0.210] [lr 0.000698] [CE 5.854 (5.679)] [KD 12.343 (12.806)] 2024-10-11 21:02:12,523 - Train: 0.47% [5850/1251000] [4.7/1000.0] [batch_t 0.220 (0.224)] [data_t 0.008] [optim_t 0.213] [lr 0.000704] [CE 5.322 (5.640)] [KD 12.524 (12.786)] 2024-10-11 21:02:23,681 - Train: 0.47% [5900/1251000] [4.7/1000.0] [batch_t 0.225 (0.223)] [data_t 0.009] [optim_t 0.216] [lr 0.000710] [CE 5.783 (5.731)] [KD 12.901 (12.750)] 2024-10-11 21:02:35,443 - Train: 0.48% [5950/1251000] [4.8/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.000716] [CE 5.494 (5.624)] [KD 12.678 (12.572)] 2024-10-11 21:02:47,008 - Train: 0.48% [6000/1251000] [4.8/1000.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.208] [lr 0.000722] [CE 5.669 (5.672)] [KD 12.666 (12.604)] 2024-10-11 21:02:58,214 - Train: 0.48% [6050/1251000] [4.8/1000.0] [batch_t 0.227 (0.224)] [data_t 0.010] [optim_t 0.217] [lr 0.000728] [CE 5.640 (5.706)] [KD 12.051 (12.475)] 2024-10-11 21:03:10,034 - Train: 0.49% [6100/1251000] [4.9/1000.0] [batch_t 0.217 (0.236)] [data_t 0.008] [optim_t 0.209] [lr 0.000734] [CE 5.558 (5.612)] [KD 12.194 (12.400)] 2024-10-11 21:03:21,131 - Train: 0.49% [6150/1251000] [4.9/1000.0] [batch_t 0.230 (0.222)] [data_t 0.008] [optim_t 0.222] [lr 0.000740] [CE 5.250 (5.606)] [KD 12.089 (12.380)] 2024-10-11 21:03:32,771 - Train: 0.50% [6200/1251000] [5.0/1000.0] [batch_t 0.222 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.000746] [CE 5.685 (5.659)] [KD 12.323 (12.265)] 2024-10-11 21:03:44,325 - Train: 0.50% [6250/1251000] [5.0/1000.0] [batch_t 0.210 (0.231)] [data_t 0.008] [optim_t 0.202] [lr 0.000752] [CE 5.515 (5.612)] [KD 12.023 (12.288)] 2024-10-11 21:03:56,441 - Test (net): 100.00% [50/50] [batch_t 0.122 (0.210)] [top1_cnt 19384] [top5_cnt 32193] [top_all 50000] 2024-10-11 21:03:56,442 - net: 38.768 (64.386) 2024-10-11 21:04:05,032 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.153)] [top1_cnt 50] [top5_cnt 255] [top_all 50000] 2024-10-11 21:04:05,033 - net_E: 0.100 (0.510) 2024-10-11 21:04:05,236 - Max [top1: 38.768 (epoch: 5)] [top1-ema: 0.100 (epoch: 5)] 2024-10-11 21:04:05,237 - ==> Total time: 0:25:58 Eta: 3 days, 14:07:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:04:30,727 - Train: 0.50% [6300/1251000] [5.0/1000.0] [batch_t 0.230 (0.239)] [data_t 0.006] [optim_t 0.224] [lr 0.000758] [CE 5.293 (5.538)] [KD 12.201 (12.127)] 2024-10-11 21:04:42,521 - Train: 0.51% [6350/1251000] [5.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.000764] [CE 5.746 (5.572)] [KD 12.020 (12.123)] 2024-10-11 21:04:53,800 - Train: 0.51% [6400/1251000] [5.1/1000.0] [batch_t 0.225 (0.225)] [data_t 0.009] [optim_t 0.216] [lr 0.000769] [CE 5.631 (5.574)] [KD 12.147 (12.015)] 2024-10-11 21:05:05,230 - Train: 0.52% [6450/1251000] [5.2/1000.0] [batch_t 0.235 (0.228)] [data_t 0.006] [optim_t 0.229] [lr 0.000775] [CE 5.629 (5.589)] [KD 11.664 (11.870)] 2024-10-11 21:05:16,963 - Train: 0.52% [6500/1251000] [5.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000781] [CE 5.548 (5.548)] [KD 11.894 (11.852)] 2024-10-11 21:05:28,812 - Train: 0.52% [6550/1251000] [5.2/1000.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.000787] [CE 5.178 (5.576)] [KD 11.539 (11.948)] 2024-10-11 21:05:40,031 - Train: 0.53% [6600/1251000] [5.3/1000.0] [batch_t 0.232 (0.224)] [data_t 0.010] [optim_t 0.222] [lr 0.000793] [CE 5.666 (5.563)] [KD 11.845 (11.829)] 2024-10-11 21:05:51,422 - Train: 0.53% [6650/1251000] [5.3/1000.0] [batch_t 0.212 (0.228)] [data_t 0.009] [optim_t 0.202] [lr 0.000799] [CE 5.502 (5.563)] [KD 11.968 (11.753)] 2024-10-11 21:06:02,654 - Train: 0.54% [6700/1251000] [5.4/1000.0] [batch_t 0.220 (0.224)] [data_t 0.007] [optim_t 0.214] [lr 0.000805] [CE 5.228 (5.512)] [KD 11.305 (11.708)] 2024-10-11 21:06:14,129 - Train: 0.54% [6750/1251000] [5.4/1000.0] [batch_t 0.229 (0.229)] [data_t 0.006] [optim_t 0.223] [lr 0.000811] [CE 5.443 (5.579)] [KD 11.611 (11.675)] 2024-10-11 21:06:25,693 - Train: 0.54% [6800/1251000] [5.4/1000.0] [batch_t 0.235 (0.231)] [data_t 0.006] [optim_t 0.228] [lr 0.000817] [CE 5.667 (5.500)] [KD 12.043 (11.712)] 2024-10-11 21:06:37,684 - Train: 0.55% [6850/1251000] [5.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.008] [optim_t 0.225] [lr 0.000823] [CE 5.234 (5.522)] [KD 11.448 (11.549)] 2024-10-11 21:06:49,045 - Train: 0.55% [6900/1251000] [5.5/1000.0] [batch_t 0.219 (0.227)] [data_t 0.008] [optim_t 0.211] [lr 0.000829] [CE 5.757 (5.497)] [KD 11.706 (11.460)] 2024-10-11 21:07:00,280 - Train: 0.56% [6950/1251000] [5.6/1000.0] [batch_t 0.214 (0.225)] [data_t 0.008] [optim_t 0.206] [lr 0.000835] [CE 5.525 (5.521)] [KD 10.926 (11.353)] 2024-10-11 21:07:12,393 - Train: 0.56% [7000/1251000] [5.6/1000.0] [batch_t 0.222 (0.242)] [data_t 0.008] [optim_t 0.214] [lr 0.000841] [CE 5.483 (5.484)] [KD 11.378 (11.405)] 2024-10-11 21:07:24,025 - Train: 0.56% [7050/1251000] [5.6/1000.0] [batch_t 0.224 (0.232)] [data_t 0.010] [optim_t 0.214] [lr 0.000847] [CE 5.492 (5.512)] [KD 11.331 (11.404)] 2024-10-11 21:07:35,425 - Train: 0.57% [7100/1251000] [5.7/1000.0] [batch_t 0.218 (0.228)] [data_t 0.010] [optim_t 0.209] [lr 0.000853] [CE 5.378 (5.517)] [KD 11.397 (11.439)] 2024-10-11 21:07:47,425 - Train: 0.57% [7150/1251000] [5.7/1000.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.000859] [CE 5.382 (5.469)] [KD 11.609 (11.236)] 2024-10-11 21:07:58,996 - Train: 0.58% [7200/1251000] [5.8/1000.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.000865] [CE 5.372 (5.525)] [KD 10.859 (11.205)] 2024-10-11 21:08:10,488 - Train: 0.58% [7250/1251000] [5.8/1000.0] [batch_t 0.218 (0.230)] [data_t 0.010] [optim_t 0.208] [lr 0.000871] [CE 5.662 (5.407)] [KD 11.428 (11.083)] 2024-10-11 21:08:22,296 - Train: 0.58% [7300/1251000] [5.8/1000.0] [batch_t 0.226 (0.236)] [data_t 0.008] [optim_t 0.217] [lr 0.000877] [CE 5.457 (5.434)] [KD 11.242 (11.052)] 2024-10-11 21:08:33,922 - Train: 0.59% [7350/1251000] [5.9/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.221] [lr 0.000883] [CE 5.705 (5.423)] [KD 11.180 (11.010)] 2024-10-11 21:08:45,605 - Train: 0.59% [7400/1251000] [5.9/1000.0] [batch_t 0.217 (0.234)] [data_t 0.007] [optim_t 0.210] [lr 0.000889] [CE 5.448 (5.456)] [KD 10.924 (10.960)] 2024-10-11 21:08:57,597 - Train: 0.60% [7450/1251000] [6.0/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.000895] [CE 5.414 (5.428)] [KD 11.110 (10.965)] 2024-10-11 21:09:08,889 - Train: 0.60% [7500/1251000] [6.0/1000.0] [batch_t 0.209 (0.226)] [data_t 0.007] [optim_t 0.202] [lr 0.000901] [CE 5.562 (5.483)] [KD 11.142 (10.986)] 2024-10-11 21:09:10,267 - ==> Total time: 0:31:03 Eta: 3 days, 13:44:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:09:23,679 - Train: 0.60% [7550/1251000] [6.0/1000.0] [batch_t 0.214 (0.244)] [data_t 0.008] [optim_t 0.206] [lr 0.000907] [CE 4.869 (5.418)] [KD 11.044 (10.889)] 2024-10-11 21:09:35,329 - Train: 0.61% [7600/1251000] [6.1/1000.0] [batch_t 0.230 (0.233)] [data_t 0.010] [optim_t 0.220] [lr 0.000913] [CE 5.528 (5.454)] [KD 11.034 (10.839)] 2024-10-11 21:09:46,450 - Train: 0.61% [7650/1251000] [6.1/1000.0] [batch_t 0.231 (0.222)] [data_t 0.006] [optim_t 0.225] [lr 0.000919] [CE 5.587 (5.507)] [KD 10.479 (10.755)] 2024-10-11 21:09:57,962 - Train: 0.62% [7700/1251000] [6.2/1000.0] [batch_t 0.218 (0.230)] [data_t 0.008] [optim_t 0.209] [lr 0.000925] [CE 5.216 (5.407)] [KD 10.955 (10.741)] 2024-10-11 21:10:09,614 - Train: 0.62% [7750/1251000] [6.2/1000.0] [batch_t 0.224 (0.233)] [data_t 0.010] [optim_t 0.215] [lr 0.000931] [CE 4.970 (5.379)] [KD 10.602 (10.633)] 2024-10-11 21:10:21,212 - Train: 0.62% [7800/1251000] [6.2/1000.0] [batch_t 0.221 (0.232)] [data_t 0.006] [optim_t 0.214] [lr 0.000937] [CE 5.129 (5.416)] [KD 10.484 (10.717)] 2024-10-11 21:10:32,340 - Train: 0.63% [7850/1251000] [6.3/1000.0] [batch_t 0.214 (0.222)] [data_t 0.006] [optim_t 0.207] [lr 0.000943] [CE 5.215 (5.405)] [KD 10.632 (10.688)] 2024-10-11 21:10:43,585 - Train: 0.63% [7900/1251000] [6.3/1000.0] [batch_t 0.217 (0.225)] [data_t 0.008] [optim_t 0.209] [lr 0.000949] [CE 5.186 (5.445)] [KD 10.543 (10.639)] 2024-10-11 21:10:54,966 - Train: 0.64% [7950/1251000] [6.4/1000.0] [batch_t 0.210 (0.227)] [data_t 0.007] [optim_t 0.203] [lr 0.000955] [CE 5.772 (5.391)] [KD 10.501 (10.567)] 2024-10-11 21:11:06,508 - Train: 0.64% [8000/1251000] [6.4/1000.0] [batch_t 0.215 (0.231)] [data_t 0.011] [optim_t 0.204] [lr 0.000961] [CE 5.533 (5.421)] [KD 10.700 (10.595)] 2024-10-11 21:11:18,104 - Train: 0.64% [8050/1251000] [6.4/1000.0] [batch_t 0.237 (0.232)] [data_t 0.011] [optim_t 0.227] [lr 0.000967] [CE 5.501 (5.417)] [KD 10.445 (10.541)] 2024-10-11 21:11:29,498 - Train: 0.65% [8100/1251000] [6.5/1000.0] [batch_t 0.212 (0.228)] [data_t 0.010] [optim_t 0.202] [lr 0.000973] [CE 5.222 (5.436)] [KD 10.738 (10.481)] 2024-10-11 21:11:40,711 - Train: 0.65% [8150/1251000] [6.5/1000.0] [batch_t 0.208 (0.224)] [data_t 0.009] [optim_t 0.198] [lr 0.000979] [CE 5.004 (5.392)] [KD 10.732 (10.564)] 2024-10-11 21:11:52,115 - Train: 0.66% [8200/1251000] [6.6/1000.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.218] [lr 0.000985] [CE 5.277 (5.423)] [KD 10.253 (10.382)] 2024-10-11 21:12:03,431 - Train: 0.66% [8250/1251000] [6.6/1000.0] [batch_t 0.233 (0.226)] [data_t 0.010] [optim_t 0.222] [lr 0.000991] [CE 5.090 (5.385)] [KD 10.195 (10.329)] 2024-10-11 21:12:14,981 - Train: 0.66% [8300/1251000] [6.6/1000.0] [batch_t 0.229 (0.231)] [data_t 0.006] [optim_t 0.223] [lr 0.000997] [CE 5.026 (5.369)] [KD 10.596 (10.361)] 2024-10-11 21:12:27,018 - Train: 0.67% [8350/1251000] [6.7/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.001003] [CE 5.395 (5.393)] [KD 10.315 (10.311)] 2024-10-11 21:12:39,053 - Train: 0.67% [8400/1251000] [6.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.007] [optim_t 0.235] [lr 0.001009] [CE 5.017 (5.362)] [KD 9.983 (10.255)] 2024-10-11 21:12:50,454 - Train: 0.68% [8450/1251000] [6.8/1000.0] [batch_t 0.239 (0.228)] [data_t 0.007] [optim_t 0.232] [lr 0.001015] [CE 5.565 (5.386)] [KD 10.237 (10.168)] 2024-10-11 21:13:02,119 - Train: 0.68% [8500/1251000] [6.8/1000.0] [batch_t 0.441 (0.233)] [data_t 0.011] [optim_t 0.430] [lr 0.001021] [CE 5.399 (5.343)] [KD 10.344 (10.182)] 2024-10-11 21:13:13,659 - Train: 0.68% [8550/1251000] [6.8/1000.0] [batch_t 0.219 (0.231)] [data_t 0.008] [optim_t 0.211] [lr 0.001027] [CE 5.387 (5.320)] [KD 9.878 (10.256)] 2024-10-11 21:13:25,625 - Train: 0.69% [8600/1251000] [6.9/1000.0] [batch_t 0.217 (0.239)] [data_t 0.010] [optim_t 0.207] [lr 0.001033] [CE 4.954 (5.317)] [KD 10.006 (10.077)] 2024-10-11 21:13:36,876 - Train: 0.69% [8650/1251000] [6.9/1000.0] [batch_t 0.219 (0.225)] [data_t 0.009] [optim_t 0.210] [lr 0.001039] [CE 4.889 (5.314)] [KD 9.504 (10.038)] 2024-10-11 21:13:48,784 - Train: 0.70% [8700/1251000] [7.0/1000.0] [batch_t 0.225 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.001045] [CE 5.222 (5.365)] [KD 9.600 (9.923)] 2024-10-11 21:14:00,665 - Train: 0.70% [8750/1251000] [7.0/1000.0] [batch_t 0.214 (0.237)] [data_t 0.008] [optim_t 0.206] [lr 0.001051] [CE 5.080 (5.316)] [KD 9.756 (10.016)] 2024-10-11 21:14:02,182 - ==> Total time: 0:35:54 Eta: 3 days, 12:54:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:14:18,442 - Train: 0.70% [8800/1251000] [7.0/1000.0] [batch_t 0.222 (0.240)] [data_t 0.007] [optim_t 0.215] [lr 0.001057] [CE 5.360 (5.338)] [KD 9.762 (9.942)] 2024-10-11 21:14:30,380 - Train: 0.71% [8850/1251000] [7.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001063] [CE 5.698 (5.371)] [KD 10.207 (10.010)] 2024-10-11 21:14:42,080 - Train: 0.71% [8900/1251000] [7.1/1000.0] [batch_t 0.217 (0.234)] [data_t 0.008] [optim_t 0.209] [lr 0.001069] [CE 5.078 (5.334)] [KD 9.731 (9.880)] 2024-10-11 21:14:53,300 - Train: 0.72% [8950/1251000] [7.2/1000.0] [batch_t 0.214 (0.224)] [data_t 0.008] [optim_t 0.206] [lr 0.001075] [CE 5.497 (5.295)] [KD 9.740 (9.877)] 2024-10-11 21:15:05,166 - Train: 0.72% [9000/1251000] [7.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001081] [CE 5.174 (5.387)] [KD 9.807 (9.864)] 2024-10-11 21:15:16,991 - Train: 0.72% [9050/1251000] [7.2/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.224] [lr 0.001087] [CE 4.814 (5.380)] [KD 10.038 (9.917)] 2024-10-11 21:15:28,631 - Train: 0.73% [9100/1251000] [7.3/1000.0] [batch_t 0.228 (0.233)] [data_t 0.007] [optim_t 0.221] [lr 0.001093] [CE 5.138 (5.282)] [KD 9.879 (9.783)] 2024-10-11 21:15:40,294 - Train: 0.73% [9150/1251000] [7.3/1000.0] [batch_t 0.212 (0.233)] [data_t 0.007] [optim_t 0.205] [lr 0.001099] [CE 4.968 (5.250)] [KD 9.372 (9.904)] 2024-10-11 21:15:52,175 - Train: 0.74% [9200/1251000] [7.4/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.001105] [CE 5.256 (5.306)] [KD 9.969 (9.794)] 2024-10-11 21:16:03,896 - Train: 0.74% [9250/1251000] [7.4/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.218] [lr 0.001111] [CE 5.116 (5.239)] [KD 9.523 (9.732)] 2024-10-11 21:16:15,484 - Train: 0.74% [9300/1251000] [7.4/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.001117] [CE 5.377 (5.372)] [KD 9.575 (9.693)] 2024-10-11 21:16:27,517 - Train: 0.75% [9350/1251000] [7.5/1000.0] [batch_t 0.210 (0.240)] [data_t 0.007] [optim_t 0.203] [lr 0.001123] [CE 5.493 (5.324)] [KD 9.262 (9.675)] 2024-10-11 21:16:39,542 - Train: 0.75% [9400/1251000] [7.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.227] [lr 0.001129] [CE 5.435 (5.296)] [KD 9.720 (9.608)] 2024-10-11 21:16:51,030 - Train: 0.76% [9450/1251000] [7.6/1000.0] [batch_t 0.227 (0.230)] [data_t 0.006] [optim_t 0.221] [lr 0.001135] [CE 4.990 (5.320)] [KD 9.726 (9.770)] 2024-10-11 21:17:03,297 - Train: 0.76% [9500/1251000] [7.6/1000.0] [batch_t 0.229 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.001141] [CE 5.699 (5.349)] [KD 9.703 (9.662)] 2024-10-11 21:17:14,753 - Train: 0.76% [9550/1251000] [7.6/1000.0] [batch_t 0.225 (0.229)] [data_t 0.007] [optim_t 0.218] [lr 0.001147] [CE 5.240 (5.256)] [KD 9.733 (9.562)] 2024-10-11 21:17:26,289 - Train: 0.77% [9600/1251000] [7.7/1000.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.001153] [CE 5.184 (5.215)] [KD 9.407 (9.443)] 2024-10-11 21:17:38,677 - Train: 0.77% [9650/1251000] [7.7/1000.0] [batch_t 0.228 (0.248)] [data_t 0.007] [optim_t 0.222] [lr 0.001159] [CE 5.020 (5.288)] [KD 9.219 (9.463)] 2024-10-11 21:17:50,192 - Train: 0.78% [9700/1251000] [7.8/1000.0] [batch_t 0.224 (0.230)] [data_t 0.007] [optim_t 0.216] [lr 0.001165] [CE 4.927 (5.221)] [KD 9.406 (9.343)] 2024-10-11 21:18:01,429 - Train: 0.78% [9750/1251000] [7.8/1000.0] [batch_t 0.238 (0.225)] [data_t 0.009] [optim_t 0.229] [lr 0.001171] [CE 5.104 (5.276)] [KD 9.339 (9.438)] 2024-10-11 21:18:13,486 - Train: 0.78% [9800/1251000] [7.8/1000.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.001177] [CE 5.160 (5.263)] [KD 9.610 (9.487)] 2024-10-11 21:18:25,436 - Train: 0.79% [9850/1251000] [7.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001183] [CE 5.298 (5.190)] [KD 9.431 (9.405)] 2024-10-11 21:18:37,019 - Train: 0.79% [9900/1251000] [7.9/1000.0] [batch_t 0.225 (0.232)] [data_t 0.008] [optim_t 0.217] [lr 0.001189] [CE 5.585 (5.289)] [KD 9.736 (9.388)] 2024-10-11 21:18:48,809 - Train: 0.80% [9950/1251000] [8.0/1000.0] [batch_t 0.224 (0.236)] [data_t 0.007] [optim_t 0.217] [lr 0.001195] [CE 4.939 (5.234)] [KD 9.445 (9.288)] 2024-10-11 21:19:00,663 - Train: 0.80% [10000/1251000] [8.0/1000.0] [batch_t 0.208 (0.237)] [data_t 0.006] [optim_t 0.203] [lr 0.001201] [CE 5.221 (5.273)] [KD 9.407 (9.380)] 2024-10-11 21:19:02,378 - ==> Total time: 0:40:55 Eta: 3 days, 12:34:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:19:17,322 - Train: 0.80% [10050/1251000] [8.0/1000.0] [batch_t 0.224 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.001207] [CE 5.179 (5.256)] [KD 9.414 (9.299)] 2024-10-11 21:19:29,238 - Train: 0.81% [10100/1251000] [8.1/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.001213] [CE 5.354 (5.222)] [KD 9.375 (9.179)] 2024-10-11 21:19:41,029 - Train: 0.81% [10150/1251000] [8.1/1000.0] [batch_t 0.222 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.001219] [CE 5.151 (5.195)] [KD 9.385 (9.279)] 2024-10-11 21:19:52,643 - Train: 0.82% [10200/1251000] [8.2/1000.0] [batch_t 0.223 (0.232)] [data_t 0.011] [optim_t 0.212] [lr 0.001225] [CE 5.667 (5.240)] [KD 9.259 (9.233)] 2024-10-11 21:20:04,527 - Train: 0.82% [10250/1251000] [8.2/1000.0] [batch_t 0.247 (0.238)] [data_t 0.007] [optim_t 0.240] [lr 0.001231] [CE 4.932 (5.188)] [KD 8.952 (9.187)] 2024-10-11 21:20:16,308 - Train: 0.82% [10300/1251000] [8.2/1000.0] [batch_t 0.215 (0.235)] [data_t 0.010] [optim_t 0.206] [lr 0.001237] [CE 5.367 (5.217)] [KD 9.161 (9.139)] 2024-10-11 21:20:28,114 - Train: 0.83% [10350/1251000] [8.3/1000.0] [batch_t 0.221 (0.236)] [data_t 0.007] [optim_t 0.214] [lr 0.001243] [CE 5.083 (5.282)] [KD 9.441 (9.220)] 2024-10-11 21:20:39,849 - Train: 0.83% [10400/1251000] [8.3/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.001249] [CE 5.105 (5.216)] [KD 9.269 (9.194)] 2024-10-11 21:20:51,123 - Train: 0.84% [10450/1251000] [8.4/1000.0] [batch_t 0.246 (0.225)] [data_t 0.007] [optim_t 0.239] [lr 0.001255] [CE 5.350 (5.245)] [KD 8.619 (9.104)] 2024-10-11 21:21:02,917 - Train: 0.84% [10500/1251000] [8.4/1000.0] [batch_t 0.248 (0.236)] [data_t 0.008] [optim_t 0.240] [lr 0.001261] [CE 5.416 (5.159)] [KD 8.728 (9.138)] 2024-10-11 21:21:15,091 - Train: 0.84% [10550/1251000] [8.4/1000.0] [batch_t 0.221 (0.243)] [data_t 0.010] [optim_t 0.212] [lr 0.001267] [CE 5.224 (5.237)] [KD 8.797 (9.027)] 2024-10-11 21:21:26,644 - Train: 0.85% [10600/1251000] [8.5/1000.0] [batch_t 0.230 (0.231)] [data_t 0.008] [optim_t 0.222] [lr 0.001273] [CE 5.331 (5.214)] [KD 9.096 (9.095)] 2024-10-11 21:21:38,677 - Train: 0.85% [10650/1251000] [8.5/1000.0] [batch_t 0.213 (0.240)] [data_t 0.007] [optim_t 0.207] [lr 0.001279] [CE 5.138 (5.226)] [KD 9.048 (9.118)] 2024-10-11 21:21:50,199 - Train: 0.86% [10700/1251000] [8.6/1000.0] [batch_t 0.216 (0.230)] [data_t 0.009] [optim_t 0.207] [lr 0.001285] [CE 5.162 (5.315)] [KD 8.597 (9.044)] 2024-10-11 21:22:01,838 - Train: 0.86% [10750/1251000] [8.6/1000.0] [batch_t 0.234 (0.233)] [data_t 0.010] [optim_t 0.223] [lr 0.001291] [CE 5.005 (5.232)] [KD 8.850 (9.008)] 2024-10-11 21:22:13,549 - Train: 0.86% [10800/1251000] [8.6/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.001297] [CE 4.932 (5.219)] [KD 8.911 (8.971)] 2024-10-11 21:22:25,009 - Train: 0.87% [10850/1251000] [8.7/1000.0] [batch_t 0.231 (0.229)] [data_t 0.007] [optim_t 0.224] [lr 0.001303] [CE 5.088 (5.172)] [KD 8.608 (8.876)] 2024-10-11 21:22:36,737 - Train: 0.87% [10900/1251000] [8.7/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.001309] [CE 4.845 (5.152)] [KD 8.766 (8.882)] 2024-10-11 21:22:49,121 - Train: 0.88% [10950/1251000] [8.8/1000.0] [batch_t 0.223 (0.248)] [data_t 0.009] [optim_t 0.214] [lr 0.001315] [CE 4.927 (5.241)] [KD 8.820 (9.025)] 2024-10-11 21:23:00,553 - Train: 0.88% [11000/1251000] [8.8/1000.0] [batch_t 0.227 (0.228)] [data_t 0.009] [optim_t 0.219] [lr 0.001321] [CE 4.952 (5.171)] [KD 8.615 (8.764)] 2024-10-11 21:23:11,863 - Train: 0.88% [11050/1251000] [8.8/1000.0] [batch_t 0.222 (0.226)] [data_t 0.008] [optim_t 0.214] [lr 0.001326] [CE 5.142 (5.182)] [KD 8.950 (8.920)] 2024-10-11 21:23:23,294 - Train: 0.89% [11100/1251000] [8.9/1000.0] [batch_t 0.225 (0.228)] [data_t 0.010] [optim_t 0.215] [lr 0.001332] [CE 5.198 (5.200)] [KD 8.630 (8.807)] 2024-10-11 21:23:35,472 - Train: 0.89% [11150/1251000] [8.9/1000.0] [batch_t 0.246 (0.243)] [data_t 0.008] [optim_t 0.238] [lr 0.001338] [CE 5.799 (5.154)] [KD 8.855 (8.735)] 2024-10-11 21:23:46,973 - Train: 0.90% [11200/1251000] [9.0/1000.0] [batch_t 0.229 (0.230)] [data_t 0.010] [optim_t 0.219] [lr 0.001344] [CE 5.571 (5.207)] [KD 8.787 (8.694)] 2024-10-11 21:23:58,384 - Train: 0.90% [11250/1251000] [9.0/1000.0] [batch_t 0.208 (0.228)] [data_t 0.008] [optim_t 0.200] [lr 0.001350] [CE 4.597 (5.192)] [KD 8.714 (8.754)] 2024-10-11 21:24:00,458 - ==> Total time: 0:45:53 Eta: 3 days, 12:12:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:24:13,509 - Train: 0.90% [11300/1251000] [9.0/1000.0] [batch_t 0.224 (0.249)] [data_t 0.005] [optim_t 0.219] [lr 0.001356] [CE 4.925 (5.147)] [KD 8.401 (8.541)] 2024-10-11 21:24:25,663 - Train: 0.91% [11350/1251000] [9.1/1000.0] [batch_t 0.436 (0.243)] [data_t 0.007] [optim_t 0.429] [lr 0.001362] [CE 5.349 (5.173)] [KD 8.470 (8.536)] 2024-10-11 21:24:37,417 - Train: 0.91% [11400/1251000] [9.1/1000.0] [batch_t 0.214 (0.235)] [data_t 0.006] [optim_t 0.208] [lr 0.001368] [CE 5.170 (5.114)] [KD 8.694 (8.603)] 2024-10-11 21:24:49,034 - Train: 0.92% [11450/1251000] [9.2/1000.0] [batch_t 0.227 (0.232)] [data_t 0.010] [optim_t 0.217] [lr 0.001374] [CE 5.487 (5.117)] [KD 8.871 (8.528)] 2024-10-11 21:25:00,462 - Train: 0.92% [11500/1251000] [9.2/1000.0] [batch_t 0.226 (0.228)] [data_t 0.007] [optim_t 0.219] [lr 0.001380] [CE 4.960 (5.169)] [KD 8.589 (8.640)] 2024-10-11 21:25:12,398 - Train: 0.92% [11550/1251000] [9.2/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.001386] [CE 4.915 (5.152)] [KD 8.458 (8.588)] 2024-10-11 21:25:24,012 - Train: 0.93% [11600/1251000] [9.3/1000.0] [batch_t 0.236 (0.232)] [data_t 0.006] [optim_t 0.231] [lr 0.001392] [CE 5.010 (5.127)] [KD 8.826 (8.471)] 2024-10-11 21:25:35,877 - Train: 0.93% [11650/1251000] [9.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.008] [optim_t 0.226] [lr 0.001398] [CE 4.597 (5.138)] [KD 8.464 (8.514)] 2024-10-11 21:25:48,046 - Train: 0.94% [11700/1251000] [9.4/1000.0] [batch_t 0.225 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.001404] [CE 5.620 (5.089)] [KD 9.106 (8.679)] 2024-10-11 21:25:59,737 - Train: 0.94% [11750/1251000] [9.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.006] [optim_t 0.227] [lr 0.001410] [CE 5.339 (5.125)] [KD 8.561 (8.513)] 2024-10-11 21:26:11,012 - Train: 0.94% [11800/1251000] [9.4/1000.0] [batch_t 0.223 (0.225)] [data_t 0.010] [optim_t 0.214] [lr 0.001416] [CE 5.413 (5.144)] [KD 8.698 (8.487)] 2024-10-11 21:26:22,778 - Train: 0.95% [11850/1251000] [9.5/1000.0] [batch_t 0.230 (0.235)] [data_t 0.010] [optim_t 0.220] [lr 0.001422] [CE 5.217 (5.103)] [KD 8.454 (8.504)] 2024-10-11 21:26:34,635 - Train: 0.95% [11900/1251000] [9.5/1000.0] [batch_t 0.216 (0.237)] [data_t 0.010] [optim_t 0.206] [lr 0.001428] [CE 5.387 (5.147)] [KD 8.639 (8.603)] 2024-10-11 21:26:46,697 - Train: 0.96% [11950/1251000] [9.6/1000.0] [batch_t 0.419 (0.241)] [data_t 0.008] [optim_t 0.411] [lr 0.001434] [CE 5.038 (5.148)] [KD 8.859 (8.570)] 2024-10-11 21:26:58,493 - Train: 0.96% [12000/1251000] [9.6/1000.0] [batch_t 0.222 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.001440] [CE 5.249 (5.188)] [KD 8.496 (8.601)] 2024-10-11 21:27:10,533 - Train: 0.96% [12050/1251000] [9.6/1000.0] [batch_t 0.228 (0.241)] [data_t 0.006] [optim_t 0.222] [lr 0.001446] [CE 5.311 (5.104)] [KD 8.434 (8.431)] 2024-10-11 21:27:22,070 - Train: 0.97% [12100/1251000] [9.7/1000.0] [batch_t 0.232 (0.231)] [data_t 0.009] [optim_t 0.223] [lr 0.001452] [CE 5.201 (5.051)] [KD 8.093 (8.357)] 2024-10-11 21:27:33,778 - Train: 0.97% [12150/1251000] [9.7/1000.0] [batch_t 0.226 (0.234)] [data_t 0.009] [optim_t 0.217] [lr 0.001458] [CE 5.294 (5.164)] [KD 8.213 (8.411)] 2024-10-11 21:27:45,376 - Train: 0.98% [12200/1251000] [9.8/1000.0] [batch_t 0.226 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.001464] [CE 5.155 (5.139)] [KD 8.802 (8.290)] 2024-10-11 21:27:57,417 - Train: 0.98% [12250/1251000] [9.8/1000.0] [batch_t 0.230 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.001470] [CE 5.398 (5.161)] [KD 8.889 (8.390)] 2024-10-11 21:28:09,298 - Train: 0.98% [12300/1251000] [9.8/1000.0] [batch_t 0.241 (0.237)] [data_t 0.010] [optim_t 0.231] [lr 0.001476] [CE 4.615 (5.131)] [KD 8.540 (8.405)] 2024-10-11 21:28:21,176 - Train: 0.99% [12350/1251000] [9.9/1000.0] [batch_t 0.227 (0.237)] [data_t 0.008] [optim_t 0.218] [lr 0.001482] [CE 5.027 (5.115)] [KD 8.542 (8.346)] 2024-10-11 21:28:32,525 - Train: 0.99% [12400/1251000] [9.9/1000.0] [batch_t 0.230 (0.227)] [data_t 0.007] [optim_t 0.224] [lr 0.001488] [CE 5.108 (5.133)] [KD 8.290 (8.374)] 2024-10-11 21:28:44,336 - Train: 1.00% [12450/1251000] [10.0/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.001494] [CE 4.816 (5.060)] [KD 8.184 (8.422)] 2024-10-11 21:28:56,130 - Train: 1.00% [12500/1251000] [10.0/1000.0] [batch_t 0.202 (0.236)] [data_t 0.008] [optim_t 0.195] [lr 0.001500] [CE 5.731 (5.132)] [KD 8.190 (8.365)] 2024-10-11 21:29:07,614 - Test (net): 100.00% [50/50] [batch_t 0.468 (0.171)] [top1_cnt 26680] [top5_cnt 39173] [top_all 50000] 2024-10-11 21:29:07,615 - net: 53.360 (78.346) 2024-10-11 21:29:16,362 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.159)] [top1_cnt 267] [top5_cnt 1986] [top_all 50000] 2024-10-11 21:29:16,363 - net_E: 0.534 (3.972) 2024-10-11 21:29:16,547 - Max [top1: 53.360 (epoch: 10)] [top1-ema: 0.534 (epoch: 10)] 2024-10-11 21:29:16,548 - ==> Total time: 0:51:09 Eta: 3 days, 12:24:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:29:45,363 - Train: 1.00% [12550/1251000] [10.0/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001506] [CE 5.671 (5.171)] [KD 8.726 (8.428)] 2024-10-11 21:29:56,797 - Train: 1.01% [12600/1251000] [10.1/1000.0] [batch_t 0.226 (0.228)] [data_t 0.008] [optim_t 0.218] [lr 0.001512] [CE 5.349 (5.072)] [KD 8.365 (8.237)] 2024-10-11 21:30:08,431 - Train: 1.01% [12650/1251000] [10.1/1000.0] [batch_t 0.224 (0.232)] [data_t 0.008] [optim_t 0.215] [lr 0.001518] [CE 4.663 (5.089)] [KD 8.451 (8.254)] 2024-10-11 21:30:20,312 - Train: 1.02% [12700/1251000] [10.2/1000.0] [batch_t 0.216 (0.237)] [data_t 0.010] [optim_t 0.207] [lr 0.001524] [CE 5.299 (5.133)] [KD 8.393 (8.268)] 2024-10-11 21:30:31,679 - Train: 1.02% [12750/1251000] [10.2/1000.0] [batch_t 0.221 (0.227)] [data_t 0.010] [optim_t 0.211] [lr 0.001530] [CE 5.076 (5.116)] [KD 8.127 (8.279)] 2024-10-11 21:30:43,264 - Train: 1.02% [12800/1251000] [10.2/1000.0] [batch_t 0.216 (0.232)] [data_t 0.007] [optim_t 0.208] [lr 0.001536] [CE 5.287 (5.087)] [KD 8.366 (8.253)] 2024-10-11 21:30:54,868 - Train: 1.03% [12850/1251000] [10.3/1000.0] [batch_t 0.218 (0.232)] [data_t 0.008] [optim_t 0.210] [lr 0.001542] [CE 4.909 (5.077)] [KD 8.483 (8.155)] 2024-10-11 21:31:06,618 - Train: 1.03% [12900/1251000] [10.3/1000.0] [batch_t 0.241 (0.235)] [data_t 0.007] [optim_t 0.233] [lr 0.001548] [CE 5.078 (5.088)] [KD 8.347 (8.308)] 2024-10-11 21:31:18,277 - Train: 1.04% [12950/1251000] [10.4/1000.0] [batch_t 0.231 (0.233)] [data_t 0.007] [optim_t 0.224] [lr 0.001554] [CE 5.052 (5.091)] [KD 8.242 (8.187)] 2024-10-11 21:31:30,139 - Train: 1.04% [13000/1251000] [10.4/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.001560] [CE 5.052 (5.164)] [KD 8.315 (8.273)] 2024-10-11 21:31:41,753 - Train: 1.04% [13050/1251000] [10.4/1000.0] [batch_t 0.237 (0.232)] [data_t 0.010] [optim_t 0.227] [lr 0.001566] [CE 4.908 (5.079)] [KD 7.834 (8.173)] 2024-10-11 21:31:53,803 - Train: 1.05% [13100/1251000] [10.5/1000.0] [batch_t 0.215 (0.241)] [data_t 0.007] [optim_t 0.208] [lr 0.001572] [CE 5.209 (5.085)] [KD 8.083 (8.148)] 2024-10-11 21:32:05,441 - Train: 1.05% [13150/1251000] [10.5/1000.0] [batch_t 0.215 (0.233)] [data_t 0.008] [optim_t 0.207] [lr 0.001578] [CE 4.888 (5.048)] [KD 7.992 (8.080)] 2024-10-11 21:32:16,727 - Train: 1.06% [13200/1251000] [10.6/1000.0] [batch_t 0.215 (0.226)] [data_t 0.010] [optim_t 0.205] [lr 0.001584] [CE 5.296 (5.075)] [KD 8.524 (8.175)] 2024-10-11 21:32:28,221 - Train: 1.06% [13250/1251000] [10.6/1000.0] [batch_t 0.522 (0.230)] [data_t 0.010] [optim_t 0.513] [lr 0.001590] [CE 4.875 (4.994)] [KD 8.253 (8.081)] 2024-10-11 21:32:40,088 - Train: 1.06% [13300/1251000] [10.6/1000.0] [batch_t 0.221 (0.237)] [data_t 0.006] [optim_t 0.215] [lr 0.001596] [CE 5.302 (5.060)] [KD 8.084 (8.015)] 2024-10-11 21:32:51,643 - Train: 1.07% [13350/1251000] [10.7/1000.0] [batch_t 0.215 (0.231)] [data_t 0.006] [optim_t 0.209] [lr 0.001602] [CE 5.274 (5.107)] [KD 8.181 (8.136)] 2024-10-11 21:33:02,931 - Train: 1.07% [13400/1251000] [10.7/1000.0] [batch_t 0.233 (0.226)] [data_t 0.010] [optim_t 0.223] [lr 0.001608] [CE 5.227 (5.048)] [KD 8.214 (8.021)] 2024-10-11 21:33:14,590 - Train: 1.08% [13450/1251000] [10.8/1000.0] [batch_t 0.233 (0.233)] [data_t 0.008] [optim_t 0.225] [lr 0.001614] [CE 5.104 (5.085)] [KD 8.274 (8.081)] 2024-10-11 21:33:26,483 - Train: 1.08% [13500/1251000] [10.8/1000.0] [batch_t 0.220 (0.238)] [data_t 0.007] [optim_t 0.213] [lr 0.001620] [CE 4.816 (5.045)] [KD 7.979 (8.072)] 2024-10-11 21:33:37,619 - Train: 1.08% [13550/1251000] [10.8/1000.0] [batch_t 0.219 (0.223)] [data_t 0.009] [optim_t 0.211] [lr 0.001626] [CE 5.360 (5.078)] [KD 8.322 (8.070)] 2024-10-11 21:33:49,045 - Train: 1.09% [13600/1251000] [10.9/1000.0] [batch_t 0.221 (0.228)] [data_t 0.007] [optim_t 0.214] [lr 0.001632] [CE 4.526 (5.057)] [KD 7.966 (8.057)] 2024-10-11 21:34:00,651 - Train: 1.09% [13650/1251000] [10.9/1000.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.213] [lr 0.001638] [CE 5.449 (5.097)] [KD 8.267 (8.060)] 2024-10-11 21:34:12,546 - Train: 1.10% [13700/1251000] [11.0/1000.0] [batch_t 0.226 (0.238)] [data_t 0.008] [optim_t 0.218] [lr 0.001644] [CE 5.085 (5.061)] [KD 7.863 (7.988)] 2024-10-11 21:34:24,021 - Train: 1.10% [13750/1251000] [11.0/1000.0] [batch_t 0.203 (0.229)] [data_t 0.008] [optim_t 0.195] [lr 0.001650] [CE 5.303 (5.092)] [KD 7.871 (8.011)] 2024-10-11 21:34:26,264 - ==> Total time: 0:56:19 Eta: 3 days, 12:23:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:34:39,097 - Train: 1.10% [13800/1251000] [11.0/1000.0] [batch_t 0.219 (0.248)] [data_t 0.007] [optim_t 0.212] [lr 0.001656] [CE 5.395 (4.946)] [KD 8.071 (7.832)] 2024-10-11 21:34:50,737 - Train: 1.11% [13850/1251000] [11.1/1000.0] [batch_t 0.225 (0.233)] [data_t 0.006] [optim_t 0.219] [lr 0.001662] [CE 4.756 (5.083)] [KD 7.747 (7.890)] 2024-10-11 21:35:02,490 - Train: 1.11% [13900/1251000] [11.1/1000.0] [batch_t 0.247 (0.235)] [data_t 0.007] [optim_t 0.241] [lr 0.001668] [CE 4.778 (5.033)] [KD 7.465 (7.771)] 2024-10-11 21:35:14,595 - Train: 1.12% [13950/1251000] [11.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001674] [CE 5.343 (5.039)] [KD 8.065 (7.749)] 2024-10-11 21:35:26,514 - Train: 1.12% [14000/1251000] [11.2/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.001680] [CE 5.167 (4.995)] [KD 7.784 (7.847)] 2024-10-11 21:35:38,030 - Train: 1.12% [14050/1251000] [11.2/1000.0] [batch_t 0.230 (0.230)] [data_t 0.008] [optim_t 0.223] [lr 0.001686] [CE 4.300 (5.018)] [KD 7.719 (7.802)] 2024-10-11 21:35:49,618 - Train: 1.13% [14100/1251000] [11.3/1000.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.001692] [CE 5.257 (4.989)] [KD 7.825 (7.786)] 2024-10-11 21:36:01,009 - Train: 1.13% [14150/1251000] [11.3/1000.0] [batch_t 0.217 (0.228)] [data_t 0.010] [optim_t 0.207] [lr 0.001698] [CE 5.025 (5.105)] [KD 7.894 (7.943)] 2024-10-11 21:36:13,134 - Train: 1.14% [14200/1251000] [11.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.001704] [CE 4.850 (5.022)] [KD 7.513 (7.773)] 2024-10-11 21:36:24,776 - Train: 1.14% [14250/1251000] [11.4/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.001710] [CE 5.586 (5.056)] [KD 8.021 (7.816)] 2024-10-11 21:36:36,166 - Train: 1.14% [14300/1251000] [11.4/1000.0] [batch_t 0.231 (0.228)] [data_t 0.008] [optim_t 0.223] [lr 0.001716] [CE 4.967 (5.046)] [KD 7.972 (7.809)] 2024-10-11 21:36:47,967 - Train: 1.15% [14350/1251000] [11.5/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.001722] [CE 5.443 (5.077)] [KD 7.668 (7.721)] 2024-10-11 21:36:59,419 - Train: 1.15% [14400/1251000] [11.5/1000.0] [batch_t 0.221 (0.229)] [data_t 0.010] [optim_t 0.211] [lr 0.001728] [CE 4.511 (5.083)] [KD 7.736 (7.899)] 2024-10-11 21:37:10,845 - Train: 1.16% [14450/1251000] [11.6/1000.0] [batch_t 0.223 (0.228)] [data_t 0.010] [optim_t 0.213] [lr 0.001734] [CE 4.972 (5.072)] [KD 8.242 (7.919)] 2024-10-11 21:37:22,953 - Train: 1.16% [14500/1251000] [11.6/1000.0] [batch_t 0.217 (0.242)] [data_t 0.006] [optim_t 0.211] [lr 0.001740] [CE 5.028 (5.094)] [KD 7.813 (7.816)] 2024-10-11 21:37:34,932 - Train: 1.16% [14550/1251000] [11.6/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.221] [lr 0.001746] [CE 4.777 (5.035)] [KD 7.319 (7.766)] 2024-10-11 21:37:46,385 - Train: 1.17% [14600/1251000] [11.7/1000.0] [batch_t 0.231 (0.229)] [data_t 0.006] [optim_t 0.225] [lr 0.001752] [CE 5.218 (5.093)] [KD 7.788 (7.899)] 2024-10-11 21:37:58,193 - Train: 1.17% [14650/1251000] [11.7/1000.0] [batch_t 0.224 (0.236)] [data_t 0.007] [optim_t 0.217] [lr 0.001758] [CE 5.440 (5.037)] [KD 7.880 (7.664)] 2024-10-11 21:38:09,941 - Train: 1.18% [14700/1251000] [11.8/1000.0] [batch_t 0.222 (0.235)] [data_t 0.006] [optim_t 0.215] [lr 0.001764] [CE 4.845 (5.083)] [KD 8.066 (7.750)] 2024-10-11 21:38:21,282 - Train: 1.18% [14750/1251000] [11.8/1000.0] [batch_t 0.222 (0.227)] [data_t 0.009] [optim_t 0.213] [lr 0.001770] [CE 5.183 (5.061)] [KD 7.974 (7.865)] 2024-10-11 21:38:33,194 - Train: 1.18% [14800/1251000] [11.8/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.001776] [CE 4.817 (5.059)] [KD 7.569 (7.630)] 2024-10-11 21:38:44,524 - Train: 1.19% [14850/1251000] [11.9/1000.0] [batch_t 0.217 (0.226)] [data_t 0.007] [optim_t 0.209] [lr 0.001782] [CE 4.691 (5.008)] [KD 7.447 (7.652)] 2024-10-11 21:38:56,000 - Train: 1.19% [14900/1251000] [11.9/1000.0] [batch_t 0.218 (0.229)] [data_t 0.006] [optim_t 0.212] [lr 0.001788] [CE 4.785 (5.036)] [KD 7.443 (7.689)] 2024-10-11 21:39:07,965 - Train: 1.20% [14950/1251000] [12.0/1000.0] [batch_t 0.226 (0.239)] [data_t 0.006] [optim_t 0.220] [lr 0.001794] [CE 5.438 (5.007)] [KD 7.838 (7.681)] 2024-10-11 21:39:19,509 - Train: 1.20% [15000/1251000] [12.0/1000.0] [batch_t 0.212 (0.231)] [data_t 0.009] [optim_t 0.203] [lr 0.001800] [CE 4.724 (5.059)] [KD 7.364 (7.758)] 2024-10-11 21:39:22,237 - ==> Total time: 1:01:15 Eta: 3 days, 12:02:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:39:34,380 - Train: 1.20% [15050/1251000] [12.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.224] [lr 0.001806] [CE 5.432 (5.102)] [KD 7.891 (7.594)] 2024-10-11 21:39:46,161 - Train: 1.21% [15100/1251000] [12.1/1000.0] [batch_t 0.223 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.001812] [CE 5.204 (5.032)] [KD 7.818 (7.610)] 2024-10-11 21:39:57,911 - Train: 1.21% [15150/1251000] [12.1/1000.0] [batch_t 0.226 (0.235)] [data_t 0.006] [optim_t 0.220] [lr 0.001818] [CE 4.373 (5.030)] [KD 7.518 (7.680)] 2024-10-11 21:40:09,648 - Train: 1.22% [15200/1251000] [12.2/1000.0] [batch_t 0.242 (0.235)] [data_t 0.008] [optim_t 0.235] [lr 0.001824] [CE 4.825 (4.983)] [KD 7.642 (7.570)] 2024-10-11 21:40:21,175 - Train: 1.22% [15250/1251000] [12.2/1000.0] [batch_t 0.242 (0.230)] [data_t 0.009] [optim_t 0.233] [lr 0.001830] [CE 4.738 (5.026)] [KD 7.630 (7.609)] 2024-10-11 21:40:33,006 - Train: 1.22% [15300/1251000] [12.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.008] [optim_t 0.224] [lr 0.001836] [CE 4.989 (5.110)] [KD 7.527 (7.669)] 2024-10-11 21:40:44,681 - Train: 1.23% [15350/1251000] [12.3/1000.0] [batch_t 0.229 (0.233)] [data_t 0.008] [optim_t 0.220] [lr 0.001842] [CE 4.900 (5.080)] [KD 7.607 (7.675)] 2024-10-11 21:40:56,106 - Train: 1.23% [15400/1251000] [12.3/1000.0] [batch_t 0.439 (0.228)] [data_t 0.008] [optim_t 0.430] [lr 0.001848] [CE 5.509 (5.043)] [KD 7.895 (7.661)] 2024-10-11 21:41:07,824 - Train: 1.24% [15450/1251000] [12.4/1000.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.001854] [CE 4.922 (4.968)] [KD 7.781 (7.674)] 2024-10-11 21:41:19,343 - Train: 1.24% [15500/1251000] [12.4/1000.0] [batch_t 0.228 (0.230)] [data_t 0.008] [optim_t 0.220] [lr 0.001860] [CE 4.952 (4.997)] [KD 7.365 (7.674)] 2024-10-11 21:41:30,800 - Train: 1.24% [15550/1251000] [12.4/1000.0] [batch_t 0.227 (0.229)] [data_t 0.008] [optim_t 0.219] [lr 0.001866] [CE 5.376 (5.078)] [KD 7.516 (7.508)] 2024-10-11 21:41:42,326 - Train: 1.25% [15600/1251000] [12.5/1000.0] [batch_t 0.213 (0.230)] [data_t 0.008] [optim_t 0.205] [lr 0.001872] [CE 4.769 (4.949)] [KD 7.417 (7.599)] 2024-10-11 21:41:53,573 - Train: 1.25% [15650/1251000] [12.5/1000.0] [batch_t 0.223 (0.225)] [data_t 0.010] [optim_t 0.213] [lr 0.001878] [CE 4.937 (4.984)] [KD 7.889 (7.482)] 2024-10-11 21:42:05,154 - Train: 1.25% [15700/1251000] [12.5/1000.0] [batch_t 0.236 (0.231)] [data_t 0.008] [optim_t 0.229] [lr 0.001883] [CE 4.753 (5.004)] [KD 7.510 (7.593)] 2024-10-11 21:42:17,468 - Train: 1.26% [15750/1251000] [12.6/1000.0] [batch_t 0.229 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.001889] [CE 5.093 (4.972)] [KD 7.175 (7.454)] 2024-10-11 21:42:28,934 - Train: 1.26% [15800/1251000] [12.6/1000.0] [batch_t 0.230 (0.229)] [data_t 0.008] [optim_t 0.222] [lr 0.001895] [CE 4.889 (5.001)] [KD 7.239 (7.643)] 2024-10-11 21:42:40,057 - Train: 1.27% [15850/1251000] [12.7/1000.0] [batch_t 0.218 (0.222)] [data_t 0.007] [optim_t 0.211] [lr 0.001901] [CE 4.894 (5.022)] [KD 7.754 (7.602)] 2024-10-11 21:42:51,911 - Train: 1.27% [15900/1251000] [12.7/1000.0] [batch_t 0.216 (0.237)] [data_t 0.009] [optim_t 0.208] [lr 0.001907] [CE 5.087 (5.043)] [KD 7.453 (7.661)] 2024-10-11 21:43:03,307 - Train: 1.27% [15950/1251000] [12.7/1000.0] [batch_t 0.224 (0.228)] [data_t 0.007] [optim_t 0.217] [lr 0.001913] [CE 5.060 (5.004)] [KD 7.532 (7.525)] 2024-10-11 21:43:14,627 - Train: 1.28% [16000/1251000] [12.8/1000.0] [batch_t 0.228 (0.226)] [data_t 0.009] [optim_t 0.219] [lr 0.001919] [CE 4.896 (5.037)] [KD 7.629 (7.552)] 2024-10-11 21:43:26,750 - Train: 1.28% [16050/1251000] [12.8/1000.0] [batch_t 0.221 (0.242)] [data_t 0.007] [optim_t 0.214] [lr 0.001925] [CE 5.064 (4.956)] [KD 7.527 (7.515)] 2024-10-11 21:43:38,457 - Train: 1.29% [16100/1251000] [12.9/1000.0] [batch_t 0.227 (0.234)] [data_t 0.008] [optim_t 0.219] [lr 0.001931] [CE 4.983 (4.989)] [KD 7.582 (7.401)] 2024-10-11 21:43:50,264 - Train: 1.29% [16150/1251000] [12.9/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.001937] [CE 5.192 (4.975)] [KD 7.795 (7.571)] 2024-10-11 21:44:01,971 - Train: 1.29% [16200/1251000] [12.9/1000.0] [batch_t 0.229 (0.234)] [data_t 0.006] [optim_t 0.223] [lr 0.001943] [CE 4.631 (4.982)] [KD 7.547 (7.516)] 2024-10-11 21:44:13,565 - Train: 1.30% [16250/1251000] [13.0/1000.0] [batch_t 0.215 (0.232)] [data_t 0.007] [optim_t 0.208] [lr 0.001949] [CE 5.212 (5.023)] [KD 7.643 (7.504)] 2024-10-11 21:44:16,242 - ==> Total time: 1:06:09 Eta: 3 days, 11:42:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:44:28,493 - Train: 1.30% [16300/1251000] [13.0/1000.0] [batch_t 0.213 (0.258)] [data_t 0.006] [optim_t 0.207] [lr 0.001955] [CE 5.404 (4.915)] [KD 7.124 (7.358)] 2024-10-11 21:44:40,758 - Train: 1.31% [16350/1251000] [13.1/1000.0] [batch_t 0.221 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.001961] [CE 5.371 (4.951)] [KD 7.727 (7.353)] 2024-10-11 21:44:52,596 - Train: 1.31% [16400/1251000] [13.1/1000.0] [batch_t 0.217 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.001967] [CE 5.132 (4.932)] [KD 7.307 (7.343)] 2024-10-11 21:45:04,053 - Train: 1.31% [16450/1251000] [13.1/1000.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.212] [lr 0.001973] [CE 4.788 (4.962)] [KD 7.527 (7.566)] 2024-10-11 21:45:16,076 - Train: 1.32% [16500/1251000] [13.2/1000.0] [batch_t 0.425 (0.240)] [data_t 0.010] [optim_t 0.415] [lr 0.001979] [CE 4.908 (5.067)] [KD 7.619 (7.483)] 2024-10-11 21:45:27,622 - Train: 1.32% [16550/1251000] [13.2/1000.0] [batch_t 0.225 (0.231)] [data_t 0.007] [optim_t 0.218] [lr 0.001985] [CE 5.659 (4.955)] [KD 7.659 (7.441)] 2024-10-11 21:45:38,949 - Train: 1.33% [16600/1251000] [13.3/1000.0] [batch_t 0.220 (0.226)] [data_t 0.008] [optim_t 0.211] [lr 0.001991] [CE 4.825 (4.970)] [KD 7.557 (7.432)] 2024-10-11 21:45:51,093 - Train: 1.33% [16650/1251000] [13.3/1000.0] [batch_t 0.224 (0.243)] [data_t 0.009] [optim_t 0.216] [lr 0.001997] [CE 5.382 (4.989)] [KD 7.425 (7.423)] 2024-10-11 21:46:02,589 - Train: 1.33% [16700/1251000] [13.3/1000.0] [batch_t 0.233 (0.230)] [data_t 0.009] [optim_t 0.224] [lr 0.002003] [CE 5.026 (4.939)] [KD 7.271 (7.438)] 2024-10-11 21:46:14,189 - Train: 1.34% [16750/1251000] [13.4/1000.0] [batch_t 0.233 (0.232)] [data_t 0.008] [optim_t 0.225] [lr 0.002009] [CE 4.888 (4.976)] [KD 7.075 (7.429)] 2024-10-11 21:46:26,030 - Train: 1.34% [16800/1251000] [13.4/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.213] [lr 0.002015] [CE 4.898 (4.960)] [KD 7.487 (7.400)] 2024-10-11 21:46:37,356 - Train: 1.35% [16850/1251000] [13.5/1000.0] [batch_t 0.225 (0.226)] [data_t 0.010] [optim_t 0.216] [lr 0.002021] [CE 5.457 (4.948)] [KD 7.558 (7.389)] 2024-10-11 21:46:48,863 - Train: 1.35% [16900/1251000] [13.5/1000.0] [batch_t 0.218 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.002027] [CE 5.019 (4.975)] [KD 7.296 (7.367)] 2024-10-11 21:47:01,239 - Train: 1.35% [16950/1251000] [13.5/1000.0] [batch_t 0.219 (0.247)] [data_t 0.008] [optim_t 0.211] [lr 0.002033] [CE 5.041 (5.046)] [KD 6.885 (7.361)] 2024-10-11 21:47:12,694 - Train: 1.36% [17000/1251000] [13.6/1000.0] [batch_t 0.226 (0.229)] [data_t 0.009] [optim_t 0.217] [lr 0.002039] [CE 4.702 (4.989)] [KD 7.071 (7.423)] 2024-10-11 21:47:24,538 - Train: 1.36% [17050/1251000] [13.6/1000.0] [batch_t 0.224 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.002045] [CE 5.352 (5.022)] [KD 7.705 (7.434)] 2024-10-11 21:47:36,212 - Train: 1.37% [17100/1251000] [13.7/1000.0] [batch_t 0.234 (0.232)] [data_t 0.008] [optim_t 0.226] [lr 0.002051] [CE 4.512 (4.944)] [KD 7.607 (7.343)] 2024-10-11 21:47:48,045 - Train: 1.37% [17150/1251000] [13.7/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.002057] [CE 5.333 (4.978)] [KD 7.273 (7.336)] 2024-10-11 21:47:59,415 - Train: 1.37% [17200/1251000] [13.7/1000.0] [batch_t 0.220 (0.227)] [data_t 0.009] [optim_t 0.211] [lr 0.002063] [CE 5.076 (4.979)] [KD 7.448 (7.301)] 2024-10-11 21:48:11,450 - Train: 1.38% [17250/1251000] [13.8/1000.0] [batch_t 0.218 (0.241)] [data_t 0.006] [optim_t 0.212] [lr 0.002069] [CE 4.493 (5.038)] [KD 6.790 (7.340)] 2024-10-11 21:48:22,967 - Train: 1.38% [17300/1251000] [13.8/1000.0] [batch_t 0.238 (0.230)] [data_t 0.007] [optim_t 0.230] [lr 0.002075] [CE 5.520 (4.976)] [KD 7.684 (7.320)] 2024-10-11 21:48:34,860 - Train: 1.39% [17350/1251000] [13.9/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.002081] [CE 4.769 (4.923)] [KD 7.226 (7.354)] 2024-10-11 21:48:46,440 - Train: 1.39% [17400/1251000] [13.9/1000.0] [batch_t 0.229 (0.231)] [data_t 0.007] [optim_t 0.221] [lr 0.002087] [CE 4.566 (4.959)] [KD 7.424 (7.336)] 2024-10-11 21:48:58,144 - Train: 1.39% [17450/1251000] [13.9/1000.0] [batch_t 0.218 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.002093] [CE 5.006 (4.959)] [KD 7.356 (7.258)] 2024-10-11 21:49:09,864 - Train: 1.40% [17500/1251000] [14.0/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.002099] [CE 5.300 (5.057)] [KD 7.405 (7.334)] 2024-10-11 21:49:13,433 - ==> Total time: 1:11:06 Eta: 3 days, 11:27:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:49:25,682 - Train: 1.40% [17550/1251000] [14.0/1000.0] [batch_t 0.249 (0.261)] [data_t 0.007] [optim_t 0.242] [lr 0.002105] [CE 5.190 (5.025)] [KD 7.590 (7.298)] 2024-10-11 21:49:37,433 - Train: 1.41% [17600/1251000] [14.1/1000.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.002111] [CE 5.233 (5.022)] [KD 7.409 (7.275)] 2024-10-11 21:49:49,127 - Train: 1.41% [17650/1251000] [14.1/1000.0] [batch_t 0.446 (0.234)] [data_t 0.006] [optim_t 0.440] [lr 0.002117] [CE 4.854 (4.935)] [KD 7.077 (7.165)] 2024-10-11 21:50:00,537 - Train: 1.41% [17700/1251000] [14.1/1000.0] [batch_t 0.224 (0.228)] [data_t 0.010] [optim_t 0.214] [lr 0.002123] [CE 4.104 (4.992)] [KD 7.443 (7.168)] 2024-10-11 21:50:12,427 - Train: 1.42% [17750/1251000] [14.2/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.216] [lr 0.002129] [CE 4.863 (4.926)] [KD 6.756 (7.415)] 2024-10-11 21:50:24,093 - Train: 1.42% [17800/1251000] [14.2/1000.0] [batch_t 0.220 (0.233)] [data_t 0.008] [optim_t 0.212] [lr 0.002135] [CE 5.019 (4.913)] [KD 7.460 (7.210)] 2024-10-11 21:50:35,634 - Train: 1.43% [17850/1251000] [14.3/1000.0] [batch_t 0.225 (0.231)] [data_t 0.008] [optim_t 0.217] [lr 0.002141] [CE 4.699 (4.870)] [KD 7.228 (7.253)] 2024-10-11 21:50:47,413 - Train: 1.43% [17900/1251000] [14.3/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.002147] [CE 5.392 (4.946)] [KD 7.517 (7.240)] 2024-10-11 21:50:59,140 - Train: 1.43% [17950/1251000] [14.3/1000.0] [batch_t 0.244 (0.234)] [data_t 0.010] [optim_t 0.235] [lr 0.002153] [CE 5.044 (4.958)] [KD 7.236 (7.205)] 2024-10-11 21:51:10,633 - Train: 1.44% [18000/1251000] [14.4/1000.0] [batch_t 0.225 (0.230)] [data_t 0.008] [optim_t 0.217] [lr 0.002159] [CE 4.987 (4.901)] [KD 7.322 (7.199)] 2024-10-11 21:51:22,372 - Train: 1.44% [18050/1251000] [14.4/1000.0] [batch_t 0.217 (0.235)] [data_t 0.010] [optim_t 0.207] [lr 0.002165] [CE 5.287 (5.016)] [KD 7.612 (7.222)] 2024-10-11 21:51:34,251 - Train: 1.45% [18100/1251000] [14.5/1000.0] [batch_t 0.214 (0.237)] [data_t 0.009] [optim_t 0.205] [lr 0.002171] [CE 5.110 (4.919)] [KD 7.439 (7.202)] 2024-10-11 21:51:45,765 - Train: 1.45% [18150/1251000] [14.5/1000.0] [batch_t 0.223 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.002177] [CE 5.206 (4.997)] [KD 7.486 (7.211)] 2024-10-11 21:51:57,403 - Train: 1.45% [18200/1251000] [14.5/1000.0] [batch_t 0.217 (0.233)] [data_t 0.009] [optim_t 0.208] [lr 0.002183] [CE 4.899 (4.922)] [KD 7.354 (7.358)] 2024-10-11 21:52:09,047 - Train: 1.46% [18250/1251000] [14.6/1000.0] [batch_t 0.230 (0.233)] [data_t 0.010] [optim_t 0.220] [lr 0.002189] [CE 4.981 (4.920)] [KD 7.149 (7.154)] 2024-10-11 21:52:20,536 - Train: 1.46% [18300/1251000] [14.6/1000.0] [batch_t 0.234 (0.230)] [data_t 0.006] [optim_t 0.228] [lr 0.002195] [CE 5.011 (4.973)] [KD 7.373 (7.196)] 2024-10-11 21:52:32,529 - Train: 1.47% [18350/1251000] [14.7/1000.0] [batch_t 0.345 (0.240)] [data_t 0.006] [optim_t 0.339] [lr 0.002201] [CE 5.139 (4.972)] [KD 7.008 (7.123)] 2024-10-11 21:52:44,574 - Train: 1.47% [18400/1251000] [14.7/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.002207] [CE 4.759 (4.847)] [KD 6.902 (7.179)] 2024-10-11 21:52:55,873 - Train: 1.47% [18450/1251000] [14.7/1000.0] [batch_t 0.230 (0.226)] [data_t 0.008] [optim_t 0.223] [lr 0.002213] [CE 5.188 (4.932)] [KD 7.156 (7.024)] 2024-10-11 21:53:07,816 - Train: 1.48% [18500/1251000] [14.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.006] [optim_t 0.232] [lr 0.002219] [CE 4.593 (4.886)] [KD 6.890 (7.195)] 2024-10-11 21:53:19,319 - Train: 1.48% [18550/1251000] [14.8/1000.0] [batch_t 0.216 (0.230)] [data_t 0.006] [optim_t 0.210] [lr 0.002225] [CE 4.995 (4.915)] [KD 7.221 (7.136)] 2024-10-11 21:53:30,688 - Train: 1.49% [18600/1251000] [14.9/1000.0] [batch_t 0.217 (0.227)] [data_t 0.007] [optim_t 0.210] [lr 0.002231] [CE 5.215 (4.891)] [KD 6.928 (7.068)] 2024-10-11 21:53:42,492 - Train: 1.49% [18650/1251000] [14.9/1000.0] [batch_t 0.214 (0.236)] [data_t 0.007] [optim_t 0.208] [lr 0.002237] [CE 4.861 (4.970)] [KD 7.306 (7.027)] 2024-10-11 21:53:54,687 - Train: 1.49% [18700/1251000] [14.9/1000.0] [batch_t 0.217 (0.244)] [data_t 0.006] [optim_t 0.210] [lr 0.002243] [CE 4.937 (4.945)] [KD 7.434 (7.137)] 2024-10-11 21:54:06,212 - Train: 1.50% [18750/1251000] [15.0/1000.0] [batch_t 0.254 (0.230)] [data_t 0.026] [optim_t 0.229] [lr 0.002249] [CE 4.506 (4.900)] [KD 7.021 (7.182)] 2024-10-11 21:54:18,906 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.178)] [top1_cnt 29400] [top5_cnt 41079] [top_all 50000] 2024-10-11 21:54:18,907 - net: 58.800 (82.158) 2024-10-11 21:54:28,872 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.183)] [top1_cnt 16671] [top5_cnt 29240] [top_all 50000] 2024-10-11 21:54:28,872 - net_E: 33.342 (58.480) 2024-10-11 21:54:29,122 - Max [top1: 58.800 (epoch: 15)] [top1-ema: 33.342 (epoch: 15)] 2024-10-11 21:54:29,123 - ==> Total time: 1:16:21 Eta: 3 days, 11:34:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:54:58,524 - Train: 1.50% [18800/1251000] [15.0/1000.0] [batch_t 0.265 (0.261)] [data_t 0.008] [optim_t 0.257] [lr 0.002255] [CE 4.501 (4.938)] [KD 7.227 (7.093)] 2024-10-11 21:55:11,079 - Train: 1.51% [18850/1251000] [15.1/1000.0] [batch_t 0.228 (0.251)] [data_t 0.009] [optim_t 0.219] [lr 0.002261] [CE 5.378 (4.934)] [KD 7.108 (7.033)] 2024-10-11 21:55:23,662 - Train: 1.51% [18900/1251000] [15.1/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.002267] [CE 5.156 (4.901)] [KD 7.329 (7.101)] 2024-10-11 21:55:35,342 - Train: 1.51% [18950/1251000] [15.1/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.002273] [CE 4.802 (4.952)] [KD 7.065 (7.157)] 2024-10-11 21:55:47,926 - Train: 1.52% [19000/1251000] [15.2/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.002279] [CE 4.828 (4.930)] [KD 7.214 (7.161)] 2024-10-11 21:55:59,556 - Train: 1.52% [19050/1251000] [15.2/1000.0] [batch_t 0.246 (0.232)] [data_t 0.008] [optim_t 0.238] [lr 0.002285] [CE 4.996 (4.899)] [KD 7.163 (7.070)] 2024-10-11 21:56:11,374 - Train: 1.53% [19100/1251000] [15.3/1000.0] [batch_t 0.221 (0.236)] [data_t 0.008] [optim_t 0.214] [lr 0.002291] [CE 4.696 (4.981)] [KD 7.584 (7.250)] 2024-10-11 21:56:23,455 - Train: 1.53% [19150/1251000] [15.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002297] [CE 4.883 (4.922)] [KD 6.842 (7.137)] 2024-10-11 21:56:35,386 - Train: 1.53% [19200/1251000] [15.3/1000.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.002303] [CE 5.252 (4.946)] [KD 7.382 (7.054)] 2024-10-11 21:56:46,818 - Train: 1.54% [19250/1251000] [15.4/1000.0] [batch_t 0.220 (0.228)] [data_t 0.007] [optim_t 0.213] [lr 0.002309] [CE 4.904 (4.932)] [KD 6.875 (7.133)] 2024-10-11 21:56:59,112 - Train: 1.54% [19300/1251000] [15.4/1000.0] [batch_t 0.221 (0.246)] [data_t 0.009] [optim_t 0.213] [lr 0.002315] [CE 4.600 (4.884)] [KD 6.639 (7.064)] 2024-10-11 21:57:10,959 - Train: 1.55% [19350/1251000] [15.5/1000.0] [batch_t 0.224 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.002321] [CE 5.258 (4.937)] [KD 7.140 (7.170)] 2024-10-11 21:57:22,513 - Train: 1.55% [19400/1251000] [15.5/1000.0] [batch_t 0.247 (0.231)] [data_t 0.010] [optim_t 0.237] [lr 0.002327] [CE 4.961 (4.891)] [KD 7.171 (7.094)] 2024-10-11 21:57:34,367 - Train: 1.55% [19450/1251000] [15.5/1000.0] [batch_t 0.214 (0.237)] [data_t 0.010] [optim_t 0.205] [lr 0.002333] [CE 4.432 (4.909)] [KD 6.766 (7.072)] 2024-10-11 21:57:46,250 - Train: 1.56% [19500/1251000] [15.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.002339] [CE 5.114 (4.934)] [KD 7.684 (7.215)] 2024-10-11 21:57:57,757 - Train: 1.56% [19550/1251000] [15.6/1000.0] [batch_t 0.237 (0.230)] [data_t 0.009] [optim_t 0.228] [lr 0.002345] [CE 4.932 (4.992)] [KD 7.339 (7.138)] 2024-10-11 21:58:10,227 - Train: 1.57% [19600/1251000] [15.7/1000.0] [batch_t 0.221 (0.249)] [data_t 0.008] [optim_t 0.213] [lr 0.002351] [CE 4.700 (4.919)] [KD 7.167 (7.047)] 2024-10-11 21:58:21,795 - Train: 1.57% [19650/1251000] [15.7/1000.0] [batch_t 0.222 (0.231)] [data_t 0.010] [optim_t 0.212] [lr 0.002357] [CE 4.806 (4.927)] [KD 7.040 (7.036)] 2024-10-11 21:58:33,345 - Train: 1.57% [19700/1251000] [15.7/1000.0] [batch_t 0.214 (0.231)] [data_t 0.006] [optim_t 0.208] [lr 0.002363] [CE 4.812 (4.880)] [KD 6.892 (7.028)] 2024-10-11 21:58:44,861 - Train: 1.58% [19750/1251000] [15.8/1000.0] [batch_t 0.215 (0.230)] [data_t 0.008] [optim_t 0.207] [lr 0.002369] [CE 4.519 (4.915)] [KD 6.799 (7.034)] 2024-10-11 21:58:56,443 - Train: 1.58% [19800/1251000] [15.8/1000.0] [batch_t 0.224 (0.231)] [data_t 0.007] [optim_t 0.217] [lr 0.002375] [CE 4.724 (4.905)] [KD 6.888 (7.086)] 2024-10-11 21:59:08,212 - Train: 1.59% [19850/1251000] [15.9/1000.0] [batch_t 0.229 (0.235)] [data_t 0.007] [optim_t 0.222] [lr 0.002381] [CE 5.038 (4.960)] [KD 7.169 (7.034)] 2024-10-11 21:59:20,030 - Train: 1.59% [19900/1251000] [15.9/1000.0] [batch_t 0.216 (0.236)] [data_t 0.010] [optim_t 0.206] [lr 0.002387] [CE 5.146 (4.889)] [KD 7.043 (6.984)] 2024-10-11 21:59:31,906 - Train: 1.59% [19950/1251000] [15.9/1000.0] [batch_t 0.240 (0.237)] [data_t 0.010] [optim_t 0.230] [lr 0.002393] [CE 4.773 (4.961)] [KD 6.800 (6.993)] 2024-10-11 21:59:43,392 - Train: 1.60% [20000/1251000] [16.0/1000.0] [batch_t 0.227 (0.230)] [data_t 0.010] [optim_t 0.217] [lr 0.002399] [CE 5.038 (4.959)] [KD 7.018 (6.961)] 2024-10-11 21:59:46,723 - ==> Total time: 1:21:39 Eta: 3 days, 11:42:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 21:59:58,850 - Train: 1.60% [20050/1251000] [16.0/1000.0] [batch_t 0.223 (0.253)] [data_t 0.009] [optim_t 0.214] [lr 0.002405] [CE 4.883 (4.951)] [KD 7.047 (6.852)] 2024-10-11 22:00:11,183 - Train: 1.61% [20100/1251000] [16.1/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.002411] [CE 5.183 (4.912)] [KD 7.183 (6.800)] 2024-10-11 22:00:22,807 - Train: 1.61% [20150/1251000] [16.1/1000.0] [batch_t 0.227 (0.232)] [data_t 0.008] [optim_t 0.219] [lr 0.002417] [CE 4.753 (4.915)] [KD 6.596 (7.033)] 2024-10-11 22:00:34,337 - Train: 1.61% [20200/1251000] [16.1/1000.0] [batch_t 0.221 (0.230)] [data_t 0.008] [optim_t 0.213] [lr 0.002423] [CE 4.827 (4.979)] [KD 6.881 (7.002)] 2024-10-11 22:00:46,086 - Train: 1.62% [20250/1251000] [16.2/1000.0] [batch_t 0.215 (0.235)] [data_t 0.007] [optim_t 0.207] [lr 0.002429] [CE 5.764 (4.951)] [KD 7.087 (6.960)] 2024-10-11 22:00:58,050 - Train: 1.62% [20300/1251000] [16.2/1000.0] [batch_t 0.423 (0.239)] [data_t 0.008] [optim_t 0.415] [lr 0.002434] [CE 4.941 (4.906)] [KD 6.603 (6.889)] 2024-10-11 22:01:09,810 - Train: 1.63% [20350/1251000] [16.3/1000.0] [batch_t 0.228 (0.235)] [data_t 0.008] [optim_t 0.220] [lr 0.002440] [CE 4.965 (4.883)] [KD 6.807 (6.910)] 2024-10-11 22:01:21,579 - Train: 1.63% [20400/1251000] [16.3/1000.0] [batch_t 0.223 (0.235)] [data_t 0.007] [optim_t 0.216] [lr 0.002446] [CE 4.705 (4.876)] [KD 7.253 (6.987)] 2024-10-11 22:01:33,392 - Train: 1.63% [20450/1251000] [16.3/1000.0] [batch_t 0.239 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.002452] [CE 4.813 (4.965)] [KD 7.039 (7.180)] 2024-10-11 22:01:45,335 - Train: 1.64% [20500/1251000] [16.4/1000.0] [batch_t 0.477 (0.239)] [data_t 0.007] [optim_t 0.470] [lr 0.002458] [CE 5.027 (4.975)] [KD 6.937 (7.037)] 2024-10-11 22:01:56,974 - Train: 1.64% [20550/1251000] [16.4/1000.0] [batch_t 0.231 (0.233)] [data_t 0.010] [optim_t 0.222] [lr 0.002464] [CE 4.673 (4.957)] [KD 7.032 (7.088)] 2024-10-11 22:02:08,562 - Train: 1.65% [20600/1251000] [16.5/1000.0] [batch_t 0.227 (0.232)] [data_t 0.010] [optim_t 0.217] [lr 0.002470] [CE 4.789 (4.914)] [KD 6.839 (7.007)] 2024-10-11 22:02:20,302 - Train: 1.65% [20650/1251000] [16.5/1000.0] [batch_t 0.218 (0.235)] [data_t 0.009] [optim_t 0.209] [lr 0.002476] [CE 4.807 (4.978)] [KD 6.862 (7.077)] 2024-10-11 22:02:32,253 - Train: 1.65% [20700/1251000] [16.5/1000.0] [batch_t 0.216 (0.239)] [data_t 0.008] [optim_t 0.208] [lr 0.002482] [CE 4.898 (4.860)] [KD 7.048 (6.853)] 2024-10-11 22:02:44,119 - Train: 1.66% [20750/1251000] [16.6/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002488] [CE 5.202 (4.899)] [KD 7.373 (7.045)] 2024-10-11 22:02:55,239 - Train: 1.66% [20800/1251000] [16.6/1000.0] [batch_t 0.225 (0.222)] [data_t 0.008] [optim_t 0.217] [lr 0.002494] [CE 4.748 (4.926)] [KD 7.063 (7.046)] 2024-10-11 22:03:07,115 - Train: 1.67% [20850/1251000] [16.7/1000.0] [batch_t 0.223 (0.237)] [data_t 0.010] [optim_t 0.213] [lr 0.002500] [CE 4.804 (4.939)] [KD 6.648 (6.975)] 2024-10-11 22:03:18,909 - Train: 1.67% [20900/1251000] [16.7/1000.0] [batch_t 0.225 (0.236)] [data_t 0.010] [optim_t 0.215] [lr 0.002506] [CE 4.629 (4.874)] [KD 7.015 (6.945)] 2024-10-11 22:03:30,613 - Train: 1.67% [20950/1251000] [16.7/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.002512] [CE 5.064 (4.896)] [KD 6.927 (6.970)] 2024-10-11 22:03:42,456 - Train: 1.68% [21000/1251000] [16.8/1000.0] [batch_t 0.219 (0.237)] [data_t 0.008] [optim_t 0.212] [lr 0.002518] [CE 5.558 (4.965)] [KD 7.264 (6.948)] 2024-10-11 22:03:54,104 - Train: 1.68% [21050/1251000] [16.8/1000.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.002524] [CE 4.966 (4.891)] [KD 7.119 (6.988)] 2024-10-11 22:04:05,691 - Train: 1.69% [21100/1251000] [16.9/1000.0] [batch_t 0.237 (0.232)] [data_t 0.010] [optim_t 0.227] [lr 0.002530] [CE 4.926 (4.950)] [KD 7.364 (6.967)] 2024-10-11 22:04:17,811 - Train: 1.69% [21150/1251000] [16.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.007] [optim_t 0.224] [lr 0.002536] [CE 4.574 (4.924)] [KD 6.912 (7.040)] 2024-10-11 22:04:29,166 - Train: 1.69% [21200/1251000] [16.9/1000.0] [batch_t 0.230 (0.227)] [data_t 0.008] [optim_t 0.221] [lr 0.002542] [CE 5.151 (4.891)] [KD 7.277 (6.991)] 2024-10-11 22:04:40,887 - Train: 1.70% [21250/1251000] [17.0/1000.0] [batch_t 0.219 (0.234)] [data_t 0.007] [optim_t 0.212] [lr 0.002548] [CE 4.934 (4.886)] [KD 6.870 (6.976)] 2024-10-11 22:04:44,763 - ==> Total time: 1:26:37 Eta: 3 days, 11:29:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:04:56,324 - Train: 1.70% [21300/1251000] [17.0/1000.0] [batch_t 0.226 (0.261)] [data_t 0.009] [optim_t 0.217] [lr 0.002554] [CE 4.074 (4.852)] [KD 6.270 (6.945)] 2024-10-11 22:05:08,140 - Train: 1.71% [21350/1251000] [17.1/1000.0] [batch_t 0.238 (0.236)] [data_t 0.008] [optim_t 0.230] [lr 0.002560] [CE 5.109 (4.861)] [KD 6.909 (6.917)] 2024-10-11 22:05:19,579 - Train: 1.71% [21400/1251000] [17.1/1000.0] [batch_t 0.226 (0.229)] [data_t 0.008] [optim_t 0.219] [lr 0.002566] [CE 4.627 (4.836)] [KD 7.018 (6.937)] 2024-10-11 22:05:31,073 - Train: 1.71% [21450/1251000] [17.1/1000.0] [batch_t 0.213 (0.230)] [data_t 0.009] [optim_t 0.204] [lr 0.002572] [CE 4.854 (4.849)] [KD 7.134 (6.779)] 2024-10-11 22:05:42,575 - Train: 1.72% [21500/1251000] [17.2/1000.0] [batch_t 0.230 (0.230)] [data_t 0.007] [optim_t 0.224] [lr 0.002578] [CE 4.946 (4.914)] [KD 6.936 (6.888)] 2024-10-11 22:05:54,532 - Train: 1.72% [21550/1251000] [17.2/1000.0] [batch_t 0.444 (0.239)] [data_t 0.007] [optim_t 0.437] [lr 0.002584] [CE 5.021 (4.928)] [KD 7.033 (6.941)] 2024-10-11 22:06:06,188 - Train: 1.73% [21600/1251000] [17.3/1000.0] [batch_t 0.219 (0.233)] [data_t 0.007] [optim_t 0.212] [lr 0.002590] [CE 4.637 (4.966)] [KD 6.985 (6.942)] 2024-10-11 22:06:17,716 - Train: 1.73% [21650/1251000] [17.3/1000.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.212] [lr 0.002596] [CE 5.216 (4.911)] [KD 6.792 (6.828)] 2024-10-11 22:06:29,157 - Train: 1.73% [21700/1251000] [17.3/1000.0] [batch_t 0.223 (0.229)] [data_t 0.010] [optim_t 0.214] [lr 0.002602] [CE 5.082 (4.877)] [KD 7.390 (6.943)] 2024-10-11 22:06:40,233 - Train: 1.74% [21750/1251000] [17.4/1000.0] [batch_t 0.230 (0.221)] [data_t 0.010] [optim_t 0.220] [lr 0.002608] [CE 5.314 (4.928)] [KD 6.928 (6.945)] 2024-10-11 22:06:51,733 - Train: 1.74% [21800/1251000] [17.4/1000.0] [batch_t 0.221 (0.230)] [data_t 0.007] [optim_t 0.214] [lr 0.002614] [CE 4.917 (4.824)] [KD 7.282 (6.842)] 2024-10-11 22:07:03,370 - Train: 1.75% [21850/1251000] [17.5/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002620] [CE 5.127 (4.965)] [KD 6.962 (6.964)] 2024-10-11 22:07:15,443 - Train: 1.75% [21900/1251000] [17.5/1000.0] [batch_t 0.217 (0.241)] [data_t 0.008] [optim_t 0.209] [lr 0.002626] [CE 5.191 (4.796)] [KD 7.127 (6.893)] 2024-10-11 22:07:27,103 - Train: 1.75% [21950/1251000] [17.5/1000.0] [batch_t 0.222 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.002632] [CE 4.519 (4.920)] [KD 7.129 (6.918)] 2024-10-11 22:07:38,565 - Train: 1.76% [22000/1251000] [17.6/1000.0] [batch_t 0.214 (0.229)] [data_t 0.009] [optim_t 0.205] [lr 0.002638] [CE 4.660 (4.864)] [KD 6.830 (6.913)] 2024-10-11 22:07:50,039 - Train: 1.76% [22050/1251000] [17.6/1000.0] [batch_t 0.228 (0.229)] [data_t 0.007] [optim_t 0.222] [lr 0.002644] [CE 4.493 (4.937)] [KD 7.174 (6.895)] 2024-10-11 22:08:01,407 - Train: 1.77% [22100/1251000] [17.7/1000.0] [batch_t 0.221 (0.227)] [data_t 0.007] [optim_t 0.215] [lr 0.002650] [CE 4.451 (4.909)] [KD 6.574 (6.846)] 2024-10-11 22:08:13,267 - Train: 1.77% [22150/1251000] [17.7/1000.0] [batch_t 0.209 (0.237)] [data_t 0.010] [optim_t 0.199] [lr 0.002656] [CE 4.400 (4.881)] [KD 6.252 (6.792)] 2024-10-11 22:08:24,837 - Train: 1.77% [22200/1251000] [17.7/1000.0] [batch_t 0.235 (0.231)] [data_t 0.008] [optim_t 0.227] [lr 0.002662] [CE 4.827 (4.890)] [KD 6.638 (6.881)] 2024-10-11 22:08:36,504 - Train: 1.78% [22250/1251000] [17.8/1000.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.002668] [CE 4.926 (4.961)] [KD 7.187 (6.897)] 2024-10-11 22:08:48,113 - Train: 1.78% [22300/1251000] [17.8/1000.0] [batch_t 0.214 (0.232)] [data_t 0.007] [optim_t 0.207] [lr 0.002674] [CE 5.016 (4.945)] [KD 6.614 (6.804)] 2024-10-11 22:08:59,440 - Train: 1.79% [22350/1251000] [17.9/1000.0] [batch_t 0.221 (0.226)] [data_t 0.008] [optim_t 0.214] [lr 0.002680] [CE 4.534 (4.852)] [KD 6.653 (6.826)] 2024-10-11 22:09:11,145 - Train: 1.79% [22400/1251000] [17.9/1000.0] [batch_t 0.230 (0.234)] [data_t 0.008] [optim_t 0.222] [lr 0.002686] [CE 4.822 (4.990)] [KD 6.874 (6.950)] 2024-10-11 22:09:23,223 - Train: 1.79% [22450/1251000] [17.9/1000.0] [batch_t 0.226 (0.241)] [data_t 0.006] [optim_t 0.220] [lr 0.002692] [CE 5.373 (4.879)] [KD 7.104 (6.894)] 2024-10-11 22:09:34,829 - Train: 1.80% [22500/1251000] [18.0/1000.0] [batch_t 0.219 (0.232)] [data_t 0.006] [optim_t 0.213] [lr 0.002698] [CE 5.463 (4.927)] [KD 7.377 (6.944)] 2024-10-11 22:09:38,830 - ==> Total time: 1:31:31 Eta: 3 days, 11:13:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:09:49,979 - Train: 1.80% [22550/1251000] [18.0/1000.0] [batch_t 0.247 (0.256)] [data_t 0.006] [optim_t 0.240] [lr 0.002704] [CE 4.901 (4.944)] [KD 7.179 (7.007)] 2024-10-11 22:10:01,856 - Train: 1.81% [22600/1251000] [18.1/1000.0] [batch_t 0.241 (0.237)] [data_t 0.007] [optim_t 0.234] [lr 0.002710] [CE 4.842 (4.808)] [KD 6.618 (6.767)] 2024-10-11 22:10:13,469 - Train: 1.81% [22650/1251000] [18.1/1000.0] [batch_t 0.232 (0.232)] [data_t 0.010] [optim_t 0.222] [lr 0.002716] [CE 4.889 (4.913)] [KD 6.972 (6.850)] 2024-10-11 22:10:25,091 - Train: 1.81% [22700/1251000] [18.1/1000.0] [batch_t 0.218 (0.232)] [data_t 0.010] [optim_t 0.208] [lr 0.002722] [CE 5.085 (4.928)] [KD 7.147 (6.875)] 2024-10-11 22:10:37,056 - Train: 1.82% [22750/1251000] [18.2/1000.0] [batch_t 0.221 (0.239)] [data_t 0.009] [optim_t 0.212] [lr 0.002728] [CE 5.047 (4.995)] [KD 6.837 (6.983)] 2024-10-11 22:10:49,097 - Train: 1.82% [22800/1251000] [18.2/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.213] [lr 0.002734] [CE 4.724 (4.912)] [KD 6.510 (6.849)] 2024-10-11 22:11:00,991 - Train: 1.83% [22850/1251000] [18.3/1000.0] [batch_t 0.220 (0.238)] [data_t 0.008] [optim_t 0.212] [lr 0.002740] [CE 5.231 (4.901)] [KD 6.791 (6.736)] 2024-10-11 22:11:12,647 - Train: 1.83% [22900/1251000] [18.3/1000.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.002746] [CE 4.532 (4.908)] [KD 6.368 (6.717)] 2024-10-11 22:11:24,024 - Train: 1.83% [22950/1251000] [18.3/1000.0] [batch_t 0.226 (0.227)] [data_t 0.010] [optim_t 0.216] [lr 0.002752] [CE 4.624 (4.816)] [KD 6.984 (6.734)] 2024-10-11 22:11:35,570 - Train: 1.84% [23000/1251000] [18.4/1000.0] [batch_t 0.222 (0.231)] [data_t 0.008] [optim_t 0.213] [lr 0.002758] [CE 5.472 (4.883)] [KD 6.764 (6.773)] 2024-10-11 22:11:46,912 - Train: 1.84% [23050/1251000] [18.4/1000.0] [batch_t 0.226 (0.227)] [data_t 0.009] [optim_t 0.217] [lr 0.002764] [CE 4.972 (4.849)] [KD 6.520 (6.854)] 2024-10-11 22:11:58,990 - Train: 1.85% [23100/1251000] [18.5/1000.0] [batch_t 0.224 (0.241)] [data_t 0.010] [optim_t 0.215] [lr 0.002770] [CE 4.913 (4.897)] [KD 6.835 (6.849)] 2024-10-11 22:12:10,882 - Train: 1.85% [23150/1251000] [18.5/1000.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.002776] [CE 4.695 (4.876)] [KD 6.805 (6.991)] 2024-10-11 22:12:22,681 - Train: 1.85% [23200/1251000] [18.5/1000.0] [batch_t 0.224 (0.236)] [data_t 0.006] [optim_t 0.217] [lr 0.002782] [CE 4.940 (4.862)] [KD 6.352 (6.902)] 2024-10-11 22:12:34,365 - Train: 1.86% [23250/1251000] [18.6/1000.0] [batch_t 0.221 (0.234)] [data_t 0.010] [optim_t 0.211] [lr 0.002788] [CE 4.832 (4.880)] [KD 7.065 (6.828)] 2024-10-11 22:12:45,961 - Train: 1.86% [23300/1251000] [18.6/1000.0] [batch_t 0.245 (0.232)] [data_t 0.008] [optim_t 0.237] [lr 0.002794] [CE 5.018 (4.920)] [KD 7.158 (6.918)] 2024-10-11 22:12:57,603 - Train: 1.87% [23350/1251000] [18.7/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.002800] [CE 4.938 (4.901)] [KD 6.996 (6.868)] 2024-10-11 22:13:09,713 - Train: 1.87% [23400/1251000] [18.7/1000.0] [batch_t 0.222 (0.242)] [data_t 0.008] [optim_t 0.214] [lr 0.002806] [CE 4.879 (4.854)] [KD 7.441 (6.763)] 2024-10-11 22:13:21,708 - Train: 1.87% [23450/1251000] [18.7/1000.0] [batch_t 0.222 (0.240)] [data_t 0.008] [optim_t 0.213] [lr 0.002812] [CE 4.956 (4.897)] [KD 6.876 (6.893)] 2024-10-11 22:13:33,485 - Train: 1.88% [23500/1251000] [18.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.006] [optim_t 0.225] [lr 0.002818] [CE 4.875 (4.840)] [KD 6.772 (6.757)] 2024-10-11 22:13:45,001 - Train: 1.88% [23550/1251000] [18.8/1000.0] [batch_t 0.411 (0.230)] [data_t 0.010] [optim_t 0.402] [lr 0.002824] [CE 5.141 (4.916)] [KD 6.905 (6.761)] 2024-10-11 22:13:56,580 - Train: 1.89% [23600/1251000] [18.9/1000.0] [batch_t 0.244 (0.231)] [data_t 0.006] [optim_t 0.238] [lr 0.002830] [CE 5.088 (4.905)] [KD 6.997 (6.801)] 2024-10-11 22:14:08,167 - Train: 1.89% [23650/1251000] [18.9/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.002836] [CE 4.771 (4.903)] [KD 6.742 (6.879)] 2024-10-11 22:14:19,740 - Train: 1.89% [23700/1251000] [18.9/1000.0] [batch_t 0.222 (0.231)] [data_t 0.007] [optim_t 0.215] [lr 0.002842] [CE 4.617 (4.895)] [KD 6.588 (6.738)] 2024-10-11 22:14:32,001 - Train: 1.90% [23750/1251000] [19.0/1000.0] [batch_t 0.226 (0.245)] [data_t 0.008] [optim_t 0.218] [lr 0.002848] [CE 4.606 (4.895)] [KD 6.714 (6.732)] 2024-10-11 22:14:36,386 - ==> Total time: 1:36:29 Eta: 3 days, 11:01:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:14:47,269 - Train: 1.90% [23800/1251000] [19.0/1000.0] [batch_t 0.217 (0.258)] [data_t 0.007] [optim_t 0.210] [lr 0.002854] [CE 5.150 (4.938)] [KD 6.414 (6.959)] 2024-10-11 22:14:58,468 - Train: 1.91% [23850/1251000] [19.1/1000.0] [batch_t 0.225 (0.224)] [data_t 0.008] [optim_t 0.216] [lr 0.002860] [CE 4.405 (4.854)] [KD 6.456 (6.797)] 2024-10-11 22:15:10,547 - Train: 1.91% [23900/1251000] [19.1/1000.0] [batch_t 0.429 (0.241)] [data_t 0.008] [optim_t 0.421] [lr 0.002866] [CE 5.358 (4.839)] [KD 6.956 (6.787)] 2024-10-11 22:15:22,360 - Train: 1.91% [23950/1251000] [19.1/1000.0] [batch_t 0.222 (0.236)] [data_t 0.007] [optim_t 0.215] [lr 0.002872] [CE 4.849 (4.893)] [KD 6.902 (6.643)] 2024-10-11 22:15:34,219 - Train: 1.92% [24000/1251000] [19.2/1000.0] [batch_t 0.218 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.002878] [CE 4.815 (4.865)] [KD 6.563 (6.772)] 2024-10-11 22:15:45,839 - Train: 1.92% [24050/1251000] [19.2/1000.0] [batch_t 0.213 (0.232)] [data_t 0.009] [optim_t 0.204] [lr 0.002884] [CE 4.832 (4.884)] [KD 6.907 (6.728)] 2024-10-11 22:15:57,493 - Train: 1.93% [24100/1251000] [19.3/1000.0] [batch_t 0.214 (0.233)] [data_t 0.009] [optim_t 0.204] [lr 0.002890] [CE 4.773 (4.914)] [KD 7.168 (6.780)] 2024-10-11 22:16:09,226 - Train: 1.93% [24150/1251000] [19.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002896] [CE 4.963 (4.911)] [KD 6.738 (6.765)] 2024-10-11 22:16:21,012 - Train: 1.93% [24200/1251000] [19.3/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.002902] [CE 5.142 (4.860)] [KD 6.891 (6.766)] 2024-10-11 22:16:33,343 - Train: 1.94% [24250/1251000] [19.4/1000.0] [batch_t 0.229 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.002908] [CE 4.760 (4.855)] [KD 6.976 (6.797)] 2024-10-11 22:16:44,877 - Train: 1.94% [24300/1251000] [19.4/1000.0] [batch_t 0.225 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.002914] [CE 4.421 (4.867)] [KD 6.526 (6.701)] 2024-10-11 22:16:56,749 - Train: 1.95% [24350/1251000] [19.5/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002920] [CE 4.980 (4.794)] [KD 6.618 (6.703)] 2024-10-11 22:17:08,905 - Train: 1.95% [24400/1251000] [19.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002926] [CE 5.028 (4.829)] [KD 6.945 (6.713)] 2024-10-11 22:17:20,133 - Train: 1.95% [24450/1251000] [19.5/1000.0] [batch_t 0.225 (0.224)] [data_t 0.006] [optim_t 0.218] [lr 0.002932] [CE 4.763 (4.928)] [KD 6.725 (6.651)] 2024-10-11 22:17:31,462 - Train: 1.96% [24500/1251000] [19.6/1000.0] [batch_t 0.216 (0.226)] [data_t 0.007] [optim_t 0.209] [lr 0.002938] [CE 4.657 (4.863)] [KD 6.262 (6.694)] 2024-10-11 22:17:43,381 - Train: 1.96% [24550/1251000] [19.6/1000.0] [batch_t 0.217 (0.238)] [data_t 0.010] [optim_t 0.206] [lr 0.002944] [CE 4.888 (4.872)] [KD 6.917 (6.730)] 2024-10-11 22:17:54,907 - Train: 1.97% [24600/1251000] [19.7/1000.0] [batch_t 0.221 (0.230)] [data_t 0.007] [optim_t 0.215] [lr 0.002950] [CE 4.701 (4.869)] [KD 6.782 (6.721)] 2024-10-11 22:18:06,624 - Train: 1.97% [24650/1251000] [19.7/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.002956] [CE 4.932 (4.846)] [KD 7.039 (6.781)] 2024-10-11 22:18:18,647 - Train: 1.97% [24700/1251000] [19.7/1000.0] [batch_t 0.217 (0.240)] [data_t 0.009] [optim_t 0.208] [lr 0.002962] [CE 4.768 (4.837)] [KD 6.451 (6.726)] 2024-10-11 22:18:30,162 - Train: 1.98% [24750/1251000] [19.8/1000.0] [batch_t 0.211 (0.230)] [data_t 0.008] [optim_t 0.203] [lr 0.002968] [CE 5.293 (4.934)] [KD 6.857 (6.835)] 2024-10-11 22:18:41,643 - Train: 1.98% [24800/1251000] [19.8/1000.0] [batch_t 0.219 (0.229)] [data_t 0.008] [optim_t 0.211] [lr 0.002974] [CE 5.020 (4.901)] [KD 6.783 (6.711)] 2024-10-11 22:18:53,561 - Train: 1.99% [24850/1251000] [19.9/1000.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.002980] [CE 4.746 (4.831)] [KD 6.402 (6.708)] 2024-10-11 22:19:05,044 - Train: 1.99% [24900/1251000] [19.9/1000.0] [batch_t 0.224 (0.230)] [data_t 0.010] [optim_t 0.214] [lr 0.002986] [CE 4.997 (4.899)] [KD 6.820 (6.694)] 2024-10-11 22:19:16,536 - Train: 1.99% [24950/1251000] [19.9/1000.0] [batch_t 0.217 (0.230)] [data_t 0.009] [optim_t 0.208] [lr 0.002991] [CE 4.762 (4.911)] [KD 6.520 (6.862)] 2024-10-11 22:19:28,930 - Train: 2.00% [25000/1251000] [20.0/1000.0] [batch_t 0.245 (0.248)] [data_t 0.010] [optim_t 0.235] [lr 0.002997] [CE 5.198 (4.874)] [KD 6.545 (6.792)] 2024-10-11 22:19:42,705 - Test (net): 100.00% [50/50] [batch_t 0.122 (0.179)] [top1_cnt 30344] [top5_cnt 41749] [top_all 50000] 2024-10-11 22:19:42,706 - net: 60.688 (83.498) 2024-10-11 22:19:51,151 - Test (net_E): 100.00% [50/50] [batch_t 0.121 (0.152)] [top1_cnt 29060] [top5_cnt 40699] [top_all 50000] 2024-10-11 22:19:51,151 - net_E: 58.120 (81.398) 2024-10-11 22:19:51,361 - Max [top1: 60.688 (epoch: 20)] [top1-ema: 58.120 (epoch: 20)] 2024-10-11 22:19:51,361 - ==> Total time: 1:41:44 Eta: 3 days, 11:05:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:20:19,632 - Train: 2.00% [25050/1251000] [20.0/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.002997] [CE 4.825 (4.954)] [KD 6.628 (6.713)] 2024-10-11 22:20:31,168 - Train: 2.01% [25100/1251000] [20.1/1000.0] [batch_t 0.231 (0.231)] [data_t 0.007] [optim_t 0.224] [lr 0.002997] [CE 5.264 (4.833)] [KD 6.873 (6.751)] 2024-10-11 22:20:43,110 - Train: 2.01% [25150/1251000] [20.1/1000.0] [batch_t 0.217 (0.239)] [data_t 0.007] [optim_t 0.210] [lr 0.002997] [CE 4.998 (4.903)] [KD 6.683 (6.873)] 2024-10-11 22:20:54,871 - Train: 2.01% [25200/1251000] [20.1/1000.0] [batch_t 0.227 (0.235)] [data_t 0.008] [optim_t 0.219] [lr 0.002997] [CE 4.627 (4.915)] [KD 6.465 (6.589)] 2024-10-11 22:21:06,831 - Train: 2.02% [25250/1251000] [20.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002997] [CE 5.201 (4.892)] [KD 7.075 (6.716)] 2024-10-11 22:21:18,845 - Train: 2.02% [25300/1251000] [20.2/1000.0] [batch_t 0.224 (0.240)] [data_t 0.010] [optim_t 0.214] [lr 0.002997] [CE 4.911 (4.857)] [KD 7.032 (6.695)] 2024-10-11 22:21:30,073 - Train: 2.03% [25350/1251000] [20.3/1000.0] [batch_t 0.220 (0.224)] [data_t 0.010] [optim_t 0.211] [lr 0.002997] [CE 4.432 (4.882)] [KD 6.655 (6.790)] 2024-10-11 22:21:42,023 - Train: 2.03% [25400/1251000] [20.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.008] [optim_t 0.227] [lr 0.002997] [CE 4.409 (4.922)] [KD 6.702 (6.791)] 2024-10-11 22:21:53,538 - Train: 2.03% [25450/1251000] [20.3/1000.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.002997] [CE 4.396 (4.893)] [KD 6.645 (6.703)] 2024-10-11 22:22:05,077 - Train: 2.04% [25500/1251000] [20.4/1000.0] [batch_t 0.246 (0.231)] [data_t 0.007] [optim_t 0.239] [lr 0.002997] [CE 4.387 (4.847)] [KD 6.417 (6.624)] 2024-10-11 22:22:16,685 - Train: 2.04% [25550/1251000] [20.4/1000.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002997] [CE 4.947 (4.864)] [KD 6.952 (6.647)] 2024-10-11 22:22:28,342 - Train: 2.05% [25600/1251000] [20.5/1000.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.002997] [CE 4.819 (4.897)] [KD 6.701 (6.686)] 2024-10-11 22:22:39,950 - Train: 2.05% [25650/1251000] [20.5/1000.0] [batch_t 0.236 (0.232)] [data_t 0.009] [optim_t 0.227] [lr 0.002997] [CE 5.006 (4.849)] [KD 6.658 (6.653)] 2024-10-11 22:22:51,376 - Train: 2.05% [25700/1251000] [20.5/1000.0] [batch_t 0.228 (0.228)] [data_t 0.006] [optim_t 0.222] [lr 0.002997] [CE 5.217 (4.830)] [KD 6.815 (6.671)] 2024-10-11 22:23:03,223 - Train: 2.06% [25750/1251000] [20.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.231] [lr 0.002997] [CE 4.329 (4.923)] [KD 6.949 (6.653)] 2024-10-11 22:23:14,845 - Train: 2.06% [25800/1251000] [20.6/1000.0] [batch_t 0.229 (0.232)] [data_t 0.010] [optim_t 0.219] [lr 0.002997] [CE 4.673 (4.881)] [KD 6.661 (6.734)] 2024-10-11 22:23:26,481 - Train: 2.07% [25850/1251000] [20.7/1000.0] [batch_t 0.228 (0.233)] [data_t 0.008] [optim_t 0.220] [lr 0.002997] [CE 5.058 (4.818)] [KD 6.562 (6.574)] 2024-10-11 22:23:38,583 - Train: 2.07% [25900/1251000] [20.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.002997] [CE 4.576 (4.848)] [KD 6.678 (6.562)] 2024-10-11 22:23:50,301 - Train: 2.07% [25950/1251000] [20.7/1000.0] [batch_t 0.214 (0.234)] [data_t 0.009] [optim_t 0.205] [lr 0.002997] [CE 4.924 (4.852)] [KD 6.642 (6.656)] 2024-10-11 22:24:01,828 - Train: 2.08% [26000/1251000] [20.8/1000.0] [batch_t 0.244 (0.230)] [data_t 0.009] [optim_t 0.235] [lr 0.002997] [CE 4.885 (4.897)] [KD 6.750 (6.588)] 2024-10-11 22:24:14,121 - Train: 2.08% [26050/1251000] [20.8/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.002997] [CE 4.320 (4.855)] [KD 6.344 (6.565)] 2024-10-11 22:24:25,761 - Train: 2.09% [26100/1251000] [20.9/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.002997] [CE 4.416 (4.880)] [KD 6.451 (6.573)] 2024-10-11 22:24:37,302 - Train: 2.09% [26150/1251000] [20.9/1000.0] [batch_t 0.215 (0.231)] [data_t 0.009] [optim_t 0.206] [lr 0.002997] [CE 4.430 (4.907)] [KD 6.058 (6.581)] 2024-10-11 22:24:49,205 - Train: 2.09% [26200/1251000] [20.9/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.002997] [CE 4.822 (4.741)] [KD 6.451 (6.560)] 2024-10-11 22:25:00,849 - Train: 2.10% [26250/1251000] [21.0/1000.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.002997] [CE 4.725 (4.783)] [KD 6.616 (6.537)] 2024-10-11 22:25:05,474 - ==> Total time: 1:46:58 Eta: 3 days, 11:06:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:25:15,817 - Train: 2.10% [26300/1251000] [21.0/1000.0] [batch_t 0.222 (0.260)] [data_t 0.007] [optim_t 0.215] [lr 0.002997] [CE 4.778 (4.902)] [KD 6.372 (6.617)] 2024-10-11 22:25:27,630 - Train: 2.11% [26350/1251000] [21.1/1000.0] [batch_t 0.224 (0.236)] [data_t 0.010] [optim_t 0.214] [lr 0.002997] [CE 4.743 (4.831)] [KD 6.391 (6.470)] 2024-10-11 22:25:39,502 - Train: 2.11% [26400/1251000] [21.1/1000.0] [batch_t 0.470 (0.237)] [data_t 0.007] [optim_t 0.463] [lr 0.002997] [CE 4.406 (4.823)] [KD 6.019 (6.477)] 2024-10-11 22:25:51,171 - Train: 2.11% [26450/1251000] [21.1/1000.0] [batch_t 0.233 (0.233)] [data_t 0.006] [optim_t 0.227] [lr 0.002997] [CE 4.660 (4.864)] [KD 6.843 (6.648)] 2024-10-11 22:26:02,818 - Train: 2.12% [26500/1251000] [21.2/1000.0] [batch_t 0.252 (0.233)] [data_t 0.008] [optim_t 0.244] [lr 0.002997] [CE 4.783 (4.808)] [KD 6.668 (6.532)] 2024-10-11 22:26:14,891 - Train: 2.12% [26550/1251000] [21.2/1000.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.002997] [CE 5.277 (4.896)] [KD 6.525 (6.549)] 2024-10-11 22:26:26,956 - Train: 2.13% [26600/1251000] [21.3/1000.0] [batch_t 0.222 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.002997] [CE 4.978 (4.883)] [KD 6.921 (6.604)] 2024-10-11 22:26:38,660 - Train: 2.13% [26650/1251000] [21.3/1000.0] [batch_t 0.240 (0.234)] [data_t 0.007] [optim_t 0.234] [lr 0.002997] [CE 4.779 (4.831)] [KD 6.816 (6.541)] 2024-10-11 22:26:50,288 - Train: 2.13% [26700/1251000] [21.3/1000.0] [batch_t 0.217 (0.232)] [data_t 0.007] [optim_t 0.210] [lr 0.002997] [CE 4.736 (4.915)] [KD 6.396 (6.723)] 2024-10-11 22:27:02,320 - Train: 2.14% [26750/1251000] [21.4/1000.0] [batch_t 0.428 (0.240)] [data_t 0.010] [optim_t 0.418] [lr 0.002997] [CE 5.121 (4.867)] [KD 6.466 (6.615)] 2024-10-11 22:27:14,144 - Train: 2.14% [26800/1251000] [21.4/1000.0] [batch_t 0.225 (0.236)] [data_t 0.010] [optim_t 0.215] [lr 0.002997] [CE 4.946 (4.883)] [KD 7.106 (6.671)] 2024-10-11 22:27:25,926 - Train: 2.15% [26850/1251000] [21.5/1000.0] [batch_t 0.231 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.002997] [CE 4.915 (4.827)] [KD 6.503 (6.536)] 2024-10-11 22:27:37,899 - Train: 2.15% [26900/1251000] [21.5/1000.0] [batch_t 0.500 (0.239)] [data_t 0.009] [optim_t 0.491] [lr 0.002997] [CE 4.623 (4.831)] [KD 6.577 (6.610)] 2024-10-11 22:27:49,485 - Train: 2.15% [26950/1251000] [21.5/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.002997] [CE 4.819 (4.859)] [KD 6.905 (6.509)] 2024-10-11 22:28:01,362 - Train: 2.16% [27000/1251000] [21.6/1000.0] [batch_t 0.223 (0.237)] [data_t 0.010] [optim_t 0.214] [lr 0.002997] [CE 4.949 (4.856)] [KD 6.846 (6.493)] 2024-10-11 22:28:12,977 - Train: 2.16% [27050/1251000] [21.6/1000.0] [batch_t 0.222 (0.232)] [data_t 0.008] [optim_t 0.214] [lr 0.002997] [CE 4.878 (4.806)] [KD 6.330 (6.432)] 2024-10-11 22:28:24,658 - Train: 2.17% [27100/1251000] [21.7/1000.0] [batch_t 0.237 (0.233)] [data_t 0.010] [optim_t 0.227] [lr 0.002997] [CE 4.683 (4.841)] [KD 6.229 (6.582)] 2024-10-11 22:28:36,581 - Train: 2.17% [27150/1251000] [21.7/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.002997] [CE 5.193 (4.799)] [KD 6.620 (6.441)] 2024-10-11 22:28:48,645 - Train: 2.17% [27200/1251000] [21.7/1000.0] [batch_t 0.241 (0.241)] [data_t 0.008] [optim_t 0.233] [lr 0.002997] [CE 5.244 (4.874)] [KD 6.792 (6.434)] 2024-10-11 22:29:00,333 - Train: 2.18% [27250/1251000] [21.8/1000.0] [batch_t 0.222 (0.234)] [data_t 0.009] [optim_t 0.213] [lr 0.002997] [CE 5.091 (4.870)] [KD 6.804 (6.439)] 2024-10-11 22:29:12,353 - Train: 2.18% [27300/1251000] [21.8/1000.0] [batch_t 0.214 (0.240)] [data_t 0.009] [optim_t 0.205] [lr 0.002997] [CE 4.762 (4.840)] [KD 6.276 (6.532)] 2024-10-11 22:29:24,052 - Train: 2.19% [27350/1251000] [21.9/1000.0] [batch_t 0.227 (0.234)] [data_t 0.007] [optim_t 0.220] [lr 0.002996] [CE 4.876 (4.881)] [KD 6.503 (6.585)] 2024-10-11 22:29:35,989 - Train: 2.19% [27400/1251000] [21.9/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.002996] [CE 4.949 (4.823)] [KD 6.431 (6.469)] 2024-10-11 22:29:47,579 - Train: 2.19% [27450/1251000] [21.9/1000.0] [batch_t 0.217 (0.232)] [data_t 0.008] [optim_t 0.209] [lr 0.002996] [CE 4.785 (4.836)] [KD 6.857 (6.567)] 2024-10-11 22:29:59,187 - Train: 2.20% [27500/1251000] [22.0/1000.0] [batch_t 0.234 (0.232)] [data_t 0.007] [optim_t 0.228] [lr 0.002996] [CE 4.418 (4.858)] [KD 6.263 (6.534)] 2024-10-11 22:30:04,309 - ==> Total time: 1:51:57 Eta: 3 days, 10:56:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:30:15,029 - Train: 2.20% [27550/1251000] [22.0/1000.0] [batch_t 0.239 (0.253)] [data_t 0.007] [optim_t 0.232] [lr 0.002996] [CE 5.058 (4.802)] [KD 6.823 (6.480)] 2024-10-11 22:30:27,128 - Train: 2.21% [27600/1251000] [22.1/1000.0] [batch_t 0.225 (0.242)] [data_t 0.010] [optim_t 0.215] [lr 0.002996] [CE 4.780 (4.815)] [KD 6.354 (6.417)] 2024-10-11 22:30:38,786 - Train: 2.21% [27650/1251000] [22.1/1000.0] [batch_t 0.233 (0.233)] [data_t 0.006] [optim_t 0.226] [lr 0.002996] [CE 4.599 (4.828)] [KD 6.308 (6.440)] 2024-10-11 22:30:50,287 - Train: 2.21% [27700/1251000] [22.1/1000.0] [batch_t 0.237 (0.230)] [data_t 0.009] [optim_t 0.228] [lr 0.002996] [CE 4.853 (4.877)] [KD 6.396 (6.413)] 2024-10-11 22:31:02,107 - Train: 2.22% [27750/1251000] [22.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.007] [optim_t 0.228] [lr 0.002996] [CE 4.955 (4.842)] [KD 6.718 (6.330)] 2024-10-11 22:31:13,747 - Train: 2.22% [27800/1251000] [22.2/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.223] [lr 0.002996] [CE 4.237 (4.826)] [KD 5.919 (6.352)] 2024-10-11 22:31:25,232 - Train: 2.23% [27850/1251000] [22.3/1000.0] [batch_t 0.230 (0.230)] [data_t 0.006] [optim_t 0.223] [lr 0.002996] [CE 4.836 (4.849)] [KD 6.402 (6.405)] 2024-10-11 22:31:37,260 - Train: 2.23% [27900/1251000] [22.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.002996] [CE 4.903 (4.883)] [KD 6.293 (6.448)] 2024-10-11 22:31:48,911 - Train: 2.23% [27950/1251000] [22.3/1000.0] [batch_t 0.231 (0.233)] [data_t 0.007] [optim_t 0.224] [lr 0.002996] [CE 4.863 (4.821)] [KD 6.896 (6.527)] 2024-10-11 22:32:00,031 - Train: 2.24% [28000/1251000] [22.4/1000.0] [batch_t 0.224 (0.222)] [data_t 0.010] [optim_t 0.214] [lr 0.002996] [CE 4.674 (4.830)] [KD 6.165 (6.398)] 2024-10-11 22:32:11,603 - Train: 2.24% [28050/1251000] [22.4/1000.0] [batch_t 0.217 (0.231)] [data_t 0.010] [optim_t 0.207] [lr 0.002996] [CE 4.862 (4.852)] [KD 6.505 (6.371)] 2024-10-11 22:32:23,139 - Train: 2.25% [28100/1251000] [22.5/1000.0] [batch_t 0.391 (0.231)] [data_t 0.008] [optim_t 0.383] [lr 0.002996] [CE 4.359 (4.816)] [KD 6.283 (6.420)] 2024-10-11 22:32:34,584 - Train: 2.25% [28150/1251000] [22.5/1000.0] [batch_t 0.215 (0.229)] [data_t 0.010] [optim_t 0.205] [lr 0.002996] [CE 4.815 (4.783)] [KD 6.233 (6.419)] 2024-10-11 22:32:46,395 - Train: 2.25% [28200/1251000] [22.5/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.002996] [CE 4.508 (4.780)] [KD 5.980 (6.298)] 2024-10-11 22:32:57,801 - Train: 2.26% [28250/1251000] [22.6/1000.0] [batch_t 0.227 (0.228)] [data_t 0.008] [optim_t 0.219] [lr 0.002996] [CE 4.924 (4.867)] [KD 6.757 (6.309)] 2024-10-11 22:33:09,577 - Train: 2.26% [28300/1251000] [22.6/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.002996] [CE 4.945 (4.823)] [KD 6.322 (6.402)] 2024-10-11 22:33:21,359 - Train: 2.27% [28350/1251000] [22.7/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.002996] [CE 5.071 (4.762)] [KD 6.530 (6.388)] 2024-10-11 22:33:32,754 - Train: 2.27% [28400/1251000] [22.7/1000.0] [batch_t 0.230 (0.228)] [data_t 0.007] [optim_t 0.223] [lr 0.002996] [CE 5.115 (4.823)] [KD 6.395 (6.382)] 2024-10-11 22:33:44,487 - Train: 2.27% [28450/1251000] [22.7/1000.0] [batch_t 0.225 (0.234)] [data_t 0.010] [optim_t 0.215] [lr 0.002996] [CE 4.951 (4.853)] [KD 6.614 (6.490)] 2024-10-11 22:33:56,419 - Train: 2.28% [28500/1251000] [22.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.002996] [CE 5.008 (4.812)] [KD 6.704 (6.512)] 2024-10-11 22:34:07,831 - Train: 2.28% [28550/1251000] [22.8/1000.0] [batch_t 0.220 (0.228)] [data_t 0.009] [optim_t 0.211] [lr 0.002996] [CE 4.886 (4.868)] [KD 6.383 (6.463)] 2024-10-11 22:34:19,195 - Train: 2.29% [28600/1251000] [22.9/1000.0] [batch_t 0.223 (0.227)] [data_t 0.007] [optim_t 0.216] [lr 0.002996] [CE 4.543 (4.831)] [KD 6.422 (6.297)] 2024-10-11 22:34:30,881 - Train: 2.29% [28650/1251000] [22.9/1000.0] [batch_t 0.228 (0.234)] [data_t 0.007] [optim_t 0.220] [lr 0.002996] [CE 4.615 (4.804)] [KD 6.219 (6.324)] 2024-10-11 22:34:42,468 - Train: 2.29% [28700/1251000] [22.9/1000.0] [batch_t 0.224 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.002996] [CE 4.829 (4.800)] [KD 6.627 (6.259)] 2024-10-11 22:34:54,144 - Train: 2.30% [28750/1251000] [23.0/1000.0] [batch_t 0.222 (0.233)] [data_t 0.006] [optim_t 0.216] [lr 0.002996] [CE 4.482 (4.782)] [KD 6.135 (6.152)] 2024-10-11 22:34:59,324 - ==> Total time: 1:56:52 Eta: 3 days, 10:44:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:35:09,449 - Train: 2.30% [28800/1251000] [23.0/1000.0] [batch_t 0.224 (0.274)] [data_t 0.009] [optim_t 0.214] [lr 0.002996] [CE 4.509 (4.843)] [KD 6.206 (6.277)] 2024-10-11 22:35:21,108 - Train: 2.31% [28850/1251000] [23.1/1000.0] [batch_t 0.228 (0.233)] [data_t 0.010] [optim_t 0.218] [lr 0.002996] [CE 4.754 (4.833)] [KD 6.310 (6.265)] 2024-10-11 22:35:32,835 - Train: 2.31% [28900/1251000] [23.1/1000.0] [batch_t 0.222 (0.234)] [data_t 0.007] [optim_t 0.214] [lr 0.002996] [CE 4.544 (4.867)] [KD 6.154 (6.365)] 2024-10-11 22:35:44,876 - Train: 2.31% [28950/1251000] [23.1/1000.0] [batch_t 0.218 (0.241)] [data_t 0.014] [optim_t 0.204] [lr 0.002996] [CE 4.765 (4.868)] [KD 6.170 (6.387)] 2024-10-11 22:35:56,573 - Train: 2.32% [29000/1251000] [23.2/1000.0] [batch_t 0.408 (0.234)] [data_t 0.007] [optim_t 0.401] [lr 0.002996] [CE 5.238 (4.760)] [KD 6.549 (6.346)] 2024-10-11 22:36:08,353 - Train: 2.32% [29050/1251000] [23.2/1000.0] [batch_t 0.225 (0.235)] [data_t 0.007] [optim_t 0.218] [lr 0.002996] [CE 5.144 (4.863)] [KD 6.782 (6.415)] 2024-10-11 22:36:19,952 - Train: 2.33% [29100/1251000] [23.3/1000.0] [batch_t 0.231 (0.232)] [data_t 0.008] [optim_t 0.224] [lr 0.002996] [CE 5.449 (4.852)] [KD 6.704 (6.335)] 2024-10-11 22:36:31,442 - Train: 2.33% [29150/1251000] [23.3/1000.0] [batch_t 0.232 (0.230)] [data_t 0.007] [optim_t 0.225] [lr 0.002996] [CE 5.111 (4.771)] [KD 6.425 (6.257)] 2024-10-11 22:36:43,088 - Train: 2.33% [29200/1251000] [23.3/1000.0] [batch_t 0.222 (0.233)] [data_t 0.010] [optim_t 0.212] [lr 0.002996] [CE 5.125 (4.793)] [KD 6.559 (6.393)] 2024-10-11 22:36:54,969 - Train: 2.34% [29250/1251000] [23.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.219] [lr 0.002996] [CE 4.832 (4.863)] [KD 6.399 (6.436)] 2024-10-11 22:37:06,233 - Train: 2.34% [29300/1251000] [23.4/1000.0] [batch_t 0.226 (0.225)] [data_t 0.010] [optim_t 0.216] [lr 0.002996] [CE 4.815 (4.846)] [KD 6.526 (6.371)] 2024-10-11 22:37:17,519 - Train: 2.35% [29350/1251000] [23.5/1000.0] [batch_t 0.222 (0.226)] [data_t 0.009] [optim_t 0.213] [lr 0.002996] [CE 4.752 (4.768)] [KD 5.895 (6.227)] 2024-10-11 22:37:29,172 - Train: 2.35% [29400/1251000] [23.5/1000.0] [batch_t 0.225 (0.233)] [data_t 0.010] [optim_t 0.215] [lr 0.002996] [CE 5.003 (4.820)] [KD 6.465 (6.317)] 2024-10-11 22:37:40,895 - Train: 2.35% [29450/1251000] [23.5/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.002996] [CE 4.314 (4.722)] [KD 6.104 (6.291)] 2024-10-11 22:37:52,851 - Train: 2.36% [29500/1251000] [23.6/1000.0] [batch_t 0.221 (0.239)] [data_t 0.009] [optim_t 0.213] [lr 0.002996] [CE 4.907 (4.832)] [KD 6.338 (6.241)] 2024-10-11 22:38:04,347 - Train: 2.36% [29550/1251000] [23.6/1000.0] [batch_t 0.229 (0.230)] [data_t 0.010] [optim_t 0.219] [lr 0.002996] [CE 5.000 (4.787)] [KD 6.244 (6.234)] 2024-10-11 22:38:16,316 - Train: 2.37% [29600/1251000] [23.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.006] [optim_t 0.230] [lr 0.002996] [CE 5.143 (4.824)] [KD 6.438 (6.303)] 2024-10-11 22:38:27,987 - Train: 2.37% [29650/1251000] [23.7/1000.0] [batch_t 0.234 (0.233)] [data_t 0.010] [optim_t 0.224] [lr 0.002996] [CE 4.549 (4.804)] [KD 6.422 (6.217)] 2024-10-11 22:38:39,914 - Train: 2.37% [29700/1251000] [23.7/1000.0] [batch_t 0.216 (0.238)] [data_t 0.008] [optim_t 0.208] [lr 0.002996] [CE 4.777 (4.798)] [KD 5.976 (6.254)] 2024-10-11 22:38:51,538 - Train: 2.38% [29750/1251000] [23.8/1000.0] [batch_t 0.218 (0.232)] [data_t 0.010] [optim_t 0.208] [lr 0.002996] [CE 5.250 (4.854)] [KD 6.993 (6.364)] 2024-10-11 22:39:03,021 - Train: 2.38% [29800/1251000] [23.8/1000.0] [batch_t 0.237 (0.229)] [data_t 0.007] [optim_t 0.230] [lr 0.002996] [CE 4.527 (4.756)] [KD 6.603 (6.371)] 2024-10-11 22:39:14,583 - Train: 2.39% [29850/1251000] [23.9/1000.0] [batch_t 0.227 (0.231)] [data_t 0.010] [optim_t 0.217] [lr 0.002996] [CE 4.356 (4.817)] [KD 6.220 (6.369)] 2024-10-11 22:39:26,605 - Train: 2.39% [29900/1251000] [23.9/1000.0] [batch_t 0.220 (0.240)] [data_t 0.007] [optim_t 0.213] [lr 0.002996] [CE 4.307 (4.850)] [KD 5.919 (6.310)] 2024-10-11 22:39:38,020 - Train: 2.39% [29950/1251000] [23.9/1000.0] [batch_t 0.225 (0.228)] [data_t 0.009] [optim_t 0.217] [lr 0.002996] [CE 4.922 (4.786)] [KD 6.405 (6.195)] 2024-10-11 22:39:49,406 - Train: 2.40% [30000/1251000] [24.0/1000.0] [batch_t 0.238 (0.228)] [data_t 0.009] [optim_t 0.229] [lr 0.002996] [CE 5.037 (4.843)] [KD 6.687 (6.281)] 2024-10-11 22:39:55,207 - ==> Total time: 2:01:48 Eta: 3 days, 10:33:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:40:04,696 - Train: 2.40% [30050/1251000] [24.0/1000.0] [batch_t 0.222 (0.262)] [data_t 0.009] [optim_t 0.212] [lr 0.002996] [CE 4.954 (4.763)] [KD 5.763 (6.142)] 2024-10-11 22:40:16,575 - Train: 2.41% [30100/1251000] [24.1/1000.0] [batch_t 0.460 (0.237)] [data_t 0.007] [optim_t 0.453] [lr 0.002996] [CE 4.941 (4.745)] [KD 6.234 (6.094)] 2024-10-11 22:40:28,021 - Train: 2.41% [30150/1251000] [24.1/1000.0] [batch_t 0.231 (0.229)] [data_t 0.009] [optim_t 0.222] [lr 0.002996] [CE 5.114 (4.789)] [KD 6.341 (6.207)] 2024-10-11 22:40:39,640 - Train: 2.41% [30200/1251000] [24.1/1000.0] [batch_t 0.222 (0.232)] [data_t 0.008] [optim_t 0.214] [lr 0.002996] [CE 4.615 (4.782)] [KD 6.135 (6.195)] 2024-10-11 22:40:51,445 - Train: 2.42% [30250/1251000] [24.2/1000.0] [batch_t 0.215 (0.236)] [data_t 0.009] [optim_t 0.206] [lr 0.002996] [CE 4.924 (4.802)] [KD 6.287 (6.133)] 2024-10-11 22:41:03,414 - Train: 2.42% [30300/1251000] [24.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.007] [optim_t 0.231] [lr 0.002996] [CE 4.268 (4.763)] [KD 6.007 (6.091)] 2024-10-11 22:41:14,821 - Train: 2.43% [30350/1251000] [24.3/1000.0] [batch_t 0.224 (0.228)] [data_t 0.010] [optim_t 0.215] [lr 0.002996] [CE 5.027 (4.785)] [KD 6.084 (6.235)] 2024-10-11 22:41:26,694 - Train: 2.43% [30400/1251000] [24.3/1000.0] [batch_t 0.222 (0.237)] [data_t 0.010] [optim_t 0.212] [lr 0.002996] [CE 4.328 (4.811)] [KD 5.780 (6.229)] 2024-10-11 22:41:38,252 - Train: 2.43% [30450/1251000] [24.3/1000.0] [batch_t 0.223 (0.231)] [data_t 0.007] [optim_t 0.216] [lr 0.002996] [CE 4.566 (4.759)] [KD 6.118 (6.230)] 2024-10-11 22:41:49,683 - Train: 2.44% [30500/1251000] [24.4/1000.0] [batch_t 0.213 (0.228)] [data_t 0.009] [optim_t 0.204] [lr 0.002996] [CE 5.045 (4.819)] [KD 6.680 (6.202)] 2024-10-11 22:42:01,383 - Train: 2.44% [30550/1251000] [24.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.006] [optim_t 0.227] [lr 0.002996] [CE 4.893 (4.834)] [KD 6.326 (6.192)] 2024-10-11 22:42:13,437 - Train: 2.45% [30600/1251000] [24.5/1000.0] [batch_t 0.216 (0.241)] [data_t 0.007] [optim_t 0.209] [lr 0.002996] [CE 5.166 (4.757)] [KD 6.201 (6.221)] 2024-10-11 22:42:25,083 - Train: 2.45% [30650/1251000] [24.5/1000.0] [batch_t 0.219 (0.233)] [data_t 0.010] [optim_t 0.210] [lr 0.002996] [CE 4.343 (4.820)] [KD 5.989 (6.161)] 2024-10-11 22:42:37,144 - Train: 2.45% [30700/1251000] [24.5/1000.0] [batch_t 0.216 (0.241)] [data_t 0.009] [optim_t 0.206] [lr 0.002996] [CE 4.347 (4.739)] [KD 6.278 (6.119)] 2024-10-11 22:42:48,423 - Train: 2.46% [30750/1251000] [24.6/1000.0] [batch_t 0.240 (0.225)] [data_t 0.010] [optim_t 0.230] [lr 0.002996] [CE 4.775 (4.782)] [KD 6.383 (6.157)] 2024-10-11 22:42:59,675 - Train: 2.46% [30800/1251000] [24.6/1000.0] [batch_t 0.231 (0.225)] [data_t 0.007] [optim_t 0.224] [lr 0.002996] [CE 4.462 (4.814)] [KD 5.966 (6.243)] 2024-10-11 22:43:11,935 - Train: 2.47% [30850/1251000] [24.7/1000.0] [batch_t 0.225 (0.245)] [data_t 0.009] [optim_t 0.216] [lr 0.002996] [CE 4.892 (4.816)] [KD 6.580 (6.236)] 2024-10-11 22:43:23,737 - Train: 2.47% [30900/1251000] [24.7/1000.0] [batch_t 0.214 (0.236)] [data_t 0.010] [optim_t 0.204] [lr 0.002996] [CE 4.575 (4.885)] [KD 6.376 (6.322)] 2024-10-11 22:43:35,021 - Train: 2.47% [30950/1251000] [24.7/1000.0] [batch_t 0.224 (0.225)] [data_t 0.008] [optim_t 0.216] [lr 0.002996] [CE 4.427 (4.820)] [KD 5.980 (6.197)] 2024-10-11 22:43:46,764 - Train: 2.48% [31000/1251000] [24.8/1000.0] [batch_t 0.213 (0.235)] [data_t 0.010] [optim_t 0.203] [lr 0.002996] [CE 4.368 (4.758)] [KD 6.118 (6.135)] 2024-10-11 22:43:58,863 - Train: 2.48% [31050/1251000] [24.8/1000.0] [batch_t 0.226 (0.242)] [data_t 0.006] [optim_t 0.220] [lr 0.002995] [CE 4.457 (4.793)] [KD 6.178 (6.202)] 2024-10-11 22:44:10,305 - Train: 2.49% [31100/1251000] [24.9/1000.0] [batch_t 0.222 (0.229)] [data_t 0.010] [optim_t 0.211] [lr 0.002995] [CE 4.750 (4.760)] [KD 5.983 (6.250)] 2024-10-11 22:44:21,955 - Train: 2.49% [31150/1251000] [24.9/1000.0] [batch_t 0.231 (0.233)] [data_t 0.007] [optim_t 0.225] [lr 0.002995] [CE 4.386 (4.793)] [KD 5.665 (6.151)] 2024-10-11 22:44:34,183 - Train: 2.49% [31200/1251000] [24.9/1000.0] [batch_t 0.221 (0.244)] [data_t 0.008] [optim_t 0.213] [lr 0.002995] [CE 4.441 (4.833)] [KD 5.864 (6.234)] 2024-10-11 22:44:45,694 - Train: 2.50% [31250/1251000] [25.0/1000.0] [batch_t 0.217 (0.230)] [data_t 0.009] [optim_t 0.208] [lr 0.002995] [CE 4.835 (4.761)] [KD 6.413 (6.233)] 2024-10-11 22:44:59,860 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.156)] [top1_cnt 32306] [top5_cnt 43308] [top_all 50000] 2024-10-11 22:44:59,861 - net: 64.612 (86.616) 2024-10-11 22:45:08,775 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 33216] [top5_cnt 43591] [top_all 50000] 2024-10-11 22:45:08,775 - net_E: 66.432 (87.182) 2024-10-11 22:45:08,963 - Max [top1: 64.612 (epoch: 25)] [top1-ema: 66.432 (epoch: 25)] 2024-10-11 22:45:08,963 - ==> Total time: 2:07:01 Eta: 3 days, 10:34:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:45:32,862 - Train: 2.50% [31300/1251000] [25.0/1000.0] [batch_t 0.237 (0.268)] [data_t 0.008] [optim_t 0.229] [lr 0.002995] [CE 5.197 (4.800)] [KD 6.377 (6.251)] 2024-10-11 22:45:44,197 - Train: 2.51% [31350/1251000] [25.1/1000.0] [batch_t 0.217 (0.226)] [data_t 0.009] [optim_t 0.208] [lr 0.002995] [CE 4.656 (4.830)] [KD 6.448 (6.149)] 2024-10-11 22:45:55,980 - Train: 2.51% [31400/1251000] [25.1/1000.0] [batch_t 0.215 (0.236)] [data_t 0.009] [optim_t 0.206] [lr 0.002995] [CE 4.271 (4.783)] [KD 5.611 (6.174)] 2024-10-11 22:46:07,356 - Train: 2.51% [31450/1251000] [25.1/1000.0] [batch_t 0.222 (0.227)] [data_t 0.008] [optim_t 0.214] [lr 0.002995] [CE 4.866 (4.875)] [KD 5.989 (6.117)] 2024-10-11 22:46:18,841 - Train: 2.52% [31500/1251000] [25.2/1000.0] [batch_t 0.219 (0.230)] [data_t 0.006] [optim_t 0.212] [lr 0.002995] [CE 4.937 (4.825)] [KD 6.172 (6.134)] 2024-10-11 22:46:30,286 - Train: 2.52% [31550/1251000] [25.2/1000.0] [batch_t 0.239 (0.229)] [data_t 0.009] [optim_t 0.230] [lr 0.002995] [CE 4.721 (4.747)] [KD 5.952 (6.035)] 2024-10-11 22:46:42,404 - Train: 2.53% [31600/1251000] [25.3/1000.0] [batch_t 0.225 (0.242)] [data_t 0.008] [optim_t 0.217] [lr 0.002995] [CE 4.559 (4.799)] [KD 5.863 (6.047)] 2024-10-11 22:46:53,710 - Train: 2.53% [31650/1251000] [25.3/1000.0] [batch_t 0.223 (0.226)] [data_t 0.009] [optim_t 0.213] [lr 0.002995] [CE 4.973 (4.790)] [KD 6.813 (6.115)] 2024-10-11 22:47:05,438 - Train: 2.53% [31700/1251000] [25.3/1000.0] [batch_t 0.221 (0.234)] [data_t 0.006] [optim_t 0.215] [lr 0.002995] [CE 5.174 (4.794)] [KD 6.095 (6.127)] 2024-10-11 22:47:16,821 - Train: 2.54% [31750/1251000] [25.4/1000.0] [batch_t 0.225 (0.228)] [data_t 0.008] [optim_t 0.217] [lr 0.002995] [CE 4.822 (4.829)] [KD 6.131 (6.187)] 2024-10-11 22:47:28,523 - Train: 2.54% [31800/1251000] [25.4/1000.0] [batch_t 0.222 (0.234)] [data_t 0.007] [optim_t 0.214] [lr 0.002995] [CE 4.918 (4.791)] [KD 6.562 (6.153)] 2024-10-11 22:47:39,846 - Train: 2.55% [31850/1251000] [25.5/1000.0] [batch_t 0.223 (0.226)] [data_t 0.006] [optim_t 0.217] [lr 0.002995] [CE 4.969 (4.777)] [KD 6.118 (6.058)] 2024-10-11 22:47:51,589 - Train: 2.55% [31900/1251000] [25.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.002995] [CE 4.777 (4.795)] [KD 6.173 (6.094)] 2024-10-11 22:48:02,861 - Train: 2.55% [31950/1251000] [25.5/1000.0] [batch_t 0.227 (0.225)] [data_t 0.008] [optim_t 0.219] [lr 0.002995] [CE 4.349 (4.787)] [KD 6.125 (6.185)] 2024-10-11 22:48:14,660 - Train: 2.56% [32000/1251000] [25.6/1000.0] [batch_t 0.218 (0.236)] [data_t 0.007] [optim_t 0.211] [lr 0.002995] [CE 4.979 (4.810)] [KD 6.011 (6.187)] 2024-10-11 22:48:26,071 - Train: 2.56% [32050/1251000] [25.6/1000.0] [batch_t 0.221 (0.228)] [data_t 0.009] [optim_t 0.213] [lr 0.002995] [CE 4.663 (4.766)] [KD 6.132 (6.090)] 2024-10-11 22:48:37,534 - Train: 2.57% [32100/1251000] [25.7/1000.0] [batch_t 0.215 (0.229)] [data_t 0.010] [optim_t 0.205] [lr 0.002995] [CE 4.796 (4.812)] [KD 6.363 (6.075)] 2024-10-11 22:48:48,702 - Train: 2.57% [32150/1251000] [25.7/1000.0] [batch_t 0.238 (0.223)] [data_t 0.009] [optim_t 0.229] [lr 0.002995] [CE 4.987 (4.829)] [KD 6.513 (6.173)] 2024-10-11 22:49:00,797 - Train: 2.57% [32200/1251000] [25.7/1000.0] [batch_t 0.378 (0.242)] [data_t 0.008] [optim_t 0.371] [lr 0.002995] [CE 4.499 (4.791)] [KD 6.253 (6.166)] 2024-10-11 22:49:12,238 - Train: 2.58% [32250/1251000] [25.8/1000.0] [batch_t 0.242 (0.229)] [data_t 0.007] [optim_t 0.236] [lr 0.002995] [CE 4.649 (4.756)] [KD 5.939 (6.031)] 2024-10-11 22:49:23,636 - Train: 2.58% [32300/1251000] [25.8/1000.0] [batch_t 0.224 (0.228)] [data_t 0.010] [optim_t 0.214] [lr 0.002995] [CE 4.753 (4.711)] [KD 6.091 (6.090)] 2024-10-11 22:49:34,927 - Train: 2.59% [32350/1251000] [25.9/1000.0] [batch_t 0.213 (0.226)] [data_t 0.006] [optim_t 0.207] [lr 0.002995] [CE 5.229 (4.776)] [KD 6.265 (6.142)] 2024-10-11 22:49:46,489 - Train: 2.59% [32400/1251000] [25.9/1000.0] [batch_t 0.215 (0.231)] [data_t 0.009] [optim_t 0.206] [lr 0.002995] [CE 4.316 (4.760)] [KD 6.050 (6.105)] 2024-10-11 22:49:58,116 - Train: 2.59% [32450/1251000] [25.9/1000.0] [batch_t 0.226 (0.232)] [data_t 0.008] [optim_t 0.218] [lr 0.002995] [CE 4.955 (4.809)] [KD 5.926 (6.068)] 2024-10-11 22:50:09,705 - Train: 2.60% [32500/1251000] [26.0/1000.0] [batch_t 0.234 (0.232)] [data_t 0.008] [optim_t 0.226] [lr 0.002995] [CE 5.308 (4.698)] [KD 6.442 (6.101)] 2024-10-11 22:50:15,254 - ==> Total time: 2:12:08 Eta: 3 days, 10:29:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:50:24,466 - Train: 2.60% [32550/1251000] [26.0/1000.0] [batch_t 0.216 (0.262)] [data_t 0.009] [optim_t 0.207] [lr 0.002995] [CE 4.770 (4.801)] [KD 6.022 (6.213)] 2024-10-11 22:50:36,073 - Train: 2.61% [32600/1251000] [26.1/1000.0] [batch_t 0.219 (0.232)] [data_t 0.010] [optim_t 0.209] [lr 0.002995] [CE 4.712 (4.802)] [KD 6.140 (6.129)] 2024-10-11 22:50:48,328 - Train: 2.61% [32650/1251000] [26.1/1000.0] [batch_t 0.223 (0.245)] [data_t 0.007] [optim_t 0.215] [lr 0.002995] [CE 4.694 (4.709)] [KD 6.335 (6.006)] 2024-10-11 22:50:59,778 - Train: 2.61% [32700/1251000] [26.1/1000.0] [batch_t 0.223 (0.229)] [data_t 0.010] [optim_t 0.213] [lr 0.002995] [CE 4.847 (4.742)] [KD 6.254 (6.010)] 2024-10-11 22:51:11,154 - Train: 2.62% [32750/1251000] [26.2/1000.0] [batch_t 0.249 (0.227)] [data_t 0.010] [optim_t 0.239] [lr 0.002995] [CE 4.987 (4.760)] [KD 6.238 (6.108)] 2024-10-11 22:51:23,270 - Train: 2.62% [32800/1251000] [26.2/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.002995] [CE 4.816 (4.785)] [KD 6.213 (6.121)] 2024-10-11 22:51:35,001 - Train: 2.63% [32850/1251000] [26.3/1000.0] [batch_t 0.217 (0.234)] [data_t 0.010] [optim_t 0.207] [lr 0.002995] [CE 4.574 (4.681)] [KD 6.024 (5.903)] 2024-10-11 22:51:46,216 - Train: 2.63% [32900/1251000] [26.3/1000.0] [batch_t 0.221 (0.224)] [data_t 0.009] [optim_t 0.212] [lr 0.002995] [CE 4.577 (4.700)] [KD 5.892 (5.963)] 2024-10-11 22:51:57,917 - Train: 2.63% [32950/1251000] [26.3/1000.0] [batch_t 0.214 (0.234)] [data_t 0.006] [optim_t 0.208] [lr 0.002995] [CE 4.769 (4.820)] [KD 6.224 (6.110)] 2024-10-11 22:52:09,520 - Train: 2.64% [33000/1251000] [26.4/1000.0] [batch_t 0.233 (0.232)] [data_t 0.007] [optim_t 0.225] [lr 0.002995] [CE 4.641 (4.754)] [KD 5.965 (6.048)] 2024-10-11 22:52:20,928 - Train: 2.64% [33050/1251000] [26.4/1000.0] [batch_t 0.222 (0.228)] [data_t 0.010] [optim_t 0.212] [lr 0.002995] [CE 4.947 (4.781)] [KD 5.952 (6.110)] 2024-10-11 22:52:32,627 - Train: 2.65% [33100/1251000] [26.5/1000.0] [batch_t 0.229 (0.234)] [data_t 0.006] [optim_t 0.223] [lr 0.002995] [CE 4.039 (4.741)] [KD 5.936 (6.021)] 2024-10-11 22:52:43,819 - Train: 2.65% [33150/1251000] [26.5/1000.0] [batch_t 0.226 (0.224)] [data_t 0.008] [optim_t 0.218] [lr 0.002995] [CE 4.499 (4.743)] [KD 6.083 (6.021)] 2024-10-11 22:52:55,358 - Train: 2.65% [33200/1251000] [26.5/1000.0] [batch_t 0.213 (0.231)] [data_t 0.009] [optim_t 0.204] [lr 0.002995] [CE 4.589 (4.751)] [KD 6.409 (6.102)] 2024-10-11 22:53:07,359 - Train: 2.66% [33250/1251000] [26.6/1000.0] [batch_t 0.222 (0.240)] [data_t 0.008] [optim_t 0.215] [lr 0.002995] [CE 4.312 (4.730)] [KD 6.047 (6.167)] 2024-10-11 22:53:18,593 - Train: 2.66% [33300/1251000] [26.6/1000.0] [batch_t 0.222 (0.224)] [data_t 0.006] [optim_t 0.215] [lr 0.002995] [CE 4.419 (4.833)] [KD 6.093 (6.240)] 2024-10-11 22:53:30,184 - Train: 2.67% [33350/1251000] [26.7/1000.0] [batch_t 0.411 (0.232)] [data_t 0.009] [optim_t 0.402] [lr 0.002995] [CE 4.285 (4.768)] [KD 5.534 (6.069)] 2024-10-11 22:53:41,854 - Train: 2.67% [33400/1251000] [26.7/1000.0] [batch_t 0.215 (0.233)] [data_t 0.009] [optim_t 0.206] [lr 0.002995] [CE 5.055 (4.845)] [KD 6.115 (6.130)] 2024-10-11 22:53:53,233 - Train: 2.67% [33450/1251000] [26.7/1000.0] [batch_t 0.225 (0.227)] [data_t 0.008] [optim_t 0.217] [lr 0.002995] [CE 4.898 (4.757)] [KD 6.056 (6.024)] 2024-10-11 22:54:04,886 - Train: 2.68% [33500/1251000] [26.8/1000.0] [batch_t 0.217 (0.233)] [data_t 0.008] [optim_t 0.209] [lr 0.002995] [CE 4.673 (4.770)] [KD 5.778 (6.025)] 2024-10-11 22:54:16,774 - Train: 2.68% [33550/1251000] [26.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.002995] [CE 4.509 (4.746)] [KD 6.018 (6.048)] 2024-10-11 22:54:28,457 - Train: 2.69% [33600/1251000] [26.9/1000.0] [batch_t 0.224 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.002995] [CE 5.088 (4.687)] [KD 5.930 (5.972)] 2024-10-11 22:54:40,292 - Train: 2.69% [33650/1251000] [26.9/1000.0] [batch_t 0.217 (0.237)] [data_t 0.010] [optim_t 0.207] [lr 0.002995] [CE 4.443 (4.795)] [KD 6.028 (6.057)] 2024-10-11 22:54:52,029 - Train: 2.69% [33700/1251000] [26.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.007] [optim_t 0.229] [lr 0.002995] [CE 4.799 (4.753)] [KD 6.103 (6.038)] 2024-10-11 22:55:03,203 - Train: 2.70% [33750/1251000] [27.0/1000.0] [batch_t 0.224 (0.223)] [data_t 0.006] [optim_t 0.217] [lr 0.002995] [CE 3.946 (4.743)] [KD 5.700 (6.038)] 2024-10-11 22:55:09,337 - ==> Total time: 2:17:02 Eta: 3 days, 10:18:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 22:55:18,044 - Train: 2.70% [33800/1251000] [27.0/1000.0] [batch_t 0.210 (0.266)] [data_t 0.007] [optim_t 0.203] [lr 0.002995] [CE 5.054 (4.776)] [KD 6.114 (5.907)] 2024-10-11 22:55:29,900 - Train: 2.71% [33850/1251000] [27.1/1000.0] [batch_t 0.425 (0.237)] [data_t 0.009] [optim_t 0.416] [lr 0.002995] [CE 4.879 (4.752)] [KD 6.255 (5.960)] 2024-10-11 22:55:41,363 - Train: 2.71% [33900/1251000] [27.1/1000.0] [batch_t 0.220 (0.229)] [data_t 0.008] [optim_t 0.211] [lr 0.002995] [CE 5.160 (4.711)] [KD 6.330 (6.006)] 2024-10-11 22:55:52,785 - Train: 2.71% [33950/1251000] [27.1/1000.0] [batch_t 0.221 (0.228)] [data_t 0.008] [optim_t 0.213] [lr 0.002995] [CE 4.854 (4.751)] [KD 5.678 (5.945)] 2024-10-11 22:56:04,097 - Train: 2.72% [34000/1251000] [27.2/1000.0] [batch_t 0.224 (0.226)] [data_t 0.010] [optim_t 0.215] [lr 0.002995] [CE 5.046 (4.728)] [KD 5.920 (5.917)] 2024-10-11 22:56:15,327 - Train: 2.72% [34050/1251000] [27.2/1000.0] [batch_t 0.230 (0.224)] [data_t 0.007] [optim_t 0.222] [lr 0.002995] [CE 4.182 (4.765)] [KD 5.877 (6.032)] 2024-10-11 22:56:26,731 - Train: 2.73% [34100/1251000] [27.3/1000.0] [batch_t 0.254 (0.228)] [data_t 0.008] [optim_t 0.246] [lr 0.002995] [CE 5.083 (4.810)] [KD 6.451 (6.038)] 2024-10-11 22:56:38,864 - Train: 2.73% [34150/1251000] [27.3/1000.0] [batch_t 0.218 (0.243)] [data_t 0.009] [optim_t 0.209] [lr 0.002995] [CE 4.934 (4.719)] [KD 6.168 (6.023)] 2024-10-11 22:56:50,885 - Train: 2.73% [34200/1251000] [27.3/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.002995] [CE 4.595 (4.742)] [KD 6.093 (6.085)] 2024-10-11 22:57:02,257 - Train: 2.74% [34250/1251000] [27.4/1000.0] [batch_t 0.238 (0.227)] [data_t 0.006] [optim_t 0.232] [lr 0.002995] [CE 4.597 (4.693)] [KD 5.554 (5.903)] 2024-10-11 22:57:14,235 - Train: 2.74% [34300/1251000] [27.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.006] [optim_t 0.233] [lr 0.002994] [CE 4.871 (4.716)] [KD 5.779 (5.946)] 2024-10-11 22:57:25,830 - Train: 2.75% [34350/1251000] [27.5/1000.0] [batch_t 0.245 (0.232)] [data_t 0.009] [optim_t 0.236] [lr 0.002994] [CE 4.392 (4.671)] [KD 5.947 (6.003)] 2024-10-11 22:57:37,405 - Train: 2.75% [34400/1251000] [27.5/1000.0] [batch_t 0.213 (0.231)] [data_t 0.007] [optim_t 0.206] [lr 0.002994] [CE 4.569 (4.784)] [KD 5.828 (5.972)] 2024-10-11 22:57:49,453 - Train: 2.75% [34450/1251000] [27.5/1000.0] [batch_t 0.223 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.002994] [CE 4.426 (4.756)] [KD 6.067 (6.054)] 2024-10-11 22:58:01,044 - Train: 2.76% [34500/1251000] [27.6/1000.0] [batch_t 0.226 (0.232)] [data_t 0.008] [optim_t 0.218] [lr 0.002994] [CE 4.784 (4.808)] [KD 5.870 (5.957)] 2024-10-11 22:58:12,438 - Train: 2.76% [34550/1251000] [27.6/1000.0] [batch_t 0.222 (0.228)] [data_t 0.007] [optim_t 0.215] [lr 0.002994] [CE 4.617 (4.763)] [KD 6.127 (6.014)] 2024-10-11 22:58:24,304 - Train: 2.77% [34600/1251000] [27.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.006] [optim_t 0.230] [lr 0.002994] [CE 4.112 (4.771)] [KD 5.188 (5.908)] 2024-10-11 22:58:35,592 - Train: 2.77% [34650/1251000] [27.7/1000.0] [batch_t 0.234 (0.226)] [data_t 0.009] [optim_t 0.226] [lr 0.002994] [CE 4.471 (4.733)] [KD 5.848 (5.898)] 2024-10-11 22:58:46,954 - Train: 2.77% [34700/1251000] [27.7/1000.0] [batch_t 0.228 (0.227)] [data_t 0.007] [optim_t 0.221] [lr 0.002994] [CE 4.631 (4.751)] [KD 5.980 (5.976)] 2024-10-11 22:58:58,516 - Train: 2.78% [34750/1251000] [27.8/1000.0] [batch_t 0.228 (0.231)] [data_t 0.008] [optim_t 0.221] [lr 0.002994] [CE 5.203 (4.770)] [KD 6.394 (6.050)] 2024-10-11 22:59:11,077 - Train: 2.78% [34800/1251000] [27.8/1000.0] [batch_t 0.230 (0.251)] [data_t 0.007] [optim_t 0.223] [lr 0.002994] [CE 5.223 (4.747)] [KD 6.323 (5.949)] 2024-10-11 22:59:22,443 - Train: 2.79% [34850/1251000] [27.9/1000.0] [batch_t 0.220 (0.227)] [data_t 0.007] [optim_t 0.213] [lr 0.002994] [CE 4.980 (4.781)] [KD 6.245 (5.974)] 2024-10-11 22:59:33,883 - Train: 2.79% [34900/1251000] [27.9/1000.0] [batch_t 0.226 (0.229)] [data_t 0.010] [optim_t 0.216] [lr 0.002994] [CE 4.723 (4.759)] [KD 6.250 (5.965)] 2024-10-11 22:59:45,396 - Train: 2.79% [34950/1251000] [27.9/1000.0] [batch_t 0.220 (0.230)] [data_t 0.010] [optim_t 0.209] [lr 0.002994] [CE 5.019 (4.729)] [KD 6.031 (5.942)] 2024-10-11 22:59:56,932 - Train: 2.80% [35000/1251000] [28.0/1000.0] [batch_t 0.232 (0.231)] [data_t 0.006] [optim_t 0.226] [lr 0.002994] [CE 4.965 (4.752)] [KD 5.990 (6.004)] 2024-10-11 23:00:03,319 - ==> Total time: 2:21:56 Eta: 3 days, 10:07:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:00:14,637 - Train: 2.80% [35050/1251000] [28.0/1000.0] [batch_t 0.238 (0.265)] [data_t 0.008] [optim_t 0.230] [lr 0.002994] [CE 5.036 (4.712)] [KD 6.227 (5.961)] 2024-10-11 23:00:26,643 - Train: 2.81% [35100/1251000] [28.1/1000.0] [batch_t 0.220 (0.240)] [data_t 0.009] [optim_t 0.211] [lr 0.002994] [CE 4.801 (4.789)] [KD 6.082 (6.060)] 2024-10-11 23:00:38,238 - Train: 2.81% [35150/1251000] [28.1/1000.0] [batch_t 0.227 (0.232)] [data_t 0.007] [optim_t 0.220] [lr 0.002994] [CE 5.031 (4.799)] [KD 6.119 (5.975)] 2024-10-11 23:00:49,829 - Train: 2.81% [35200/1251000] [28.1/1000.0] [batch_t 0.241 (0.232)] [data_t 0.009] [optim_t 0.233] [lr 0.002994] [CE 4.618 (4.775)] [KD 5.924 (5.926)] 2024-10-11 23:01:01,822 - Train: 2.82% [35250/1251000] [28.2/1000.0] [batch_t 0.252 (0.240)] [data_t 0.009] [optim_t 0.243] [lr 0.002994] [CE 4.888 (4.774)] [KD 6.321 (6.043)] 2024-10-11 23:01:13,565 - Train: 2.82% [35300/1251000] [28.2/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.002994] [CE 5.071 (4.738)] [KD 5.986 (6.055)] 2024-10-11 23:01:24,848 - Train: 2.83% [35350/1251000] [28.3/1000.0] [batch_t 0.222 (0.225)] [data_t 0.007] [optim_t 0.215] [lr 0.002994] [CE 4.818 (4.691)] [KD 6.113 (5.943)] 2024-10-11 23:01:36,944 - Train: 2.83% [35400/1251000] [28.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002994] [CE 4.633 (4.699)] [KD 5.793 (5.961)] 2024-10-11 23:01:48,312 - Train: 2.83% [35450/1251000] [28.3/1000.0] [batch_t 0.217 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.002994] [CE 4.298 (4.730)] [KD 5.956 (5.962)] 2024-10-11 23:01:59,423 - Train: 2.84% [35500/1251000] [28.4/1000.0] [batch_t 0.213 (0.222)] [data_t 0.008] [optim_t 0.205] [lr 0.002994] [CE 4.684 (4.799)] [KD 5.836 (6.024)] 2024-10-11 23:02:11,294 - Train: 2.84% [35550/1251000] [28.4/1000.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.002994] [CE 4.684 (4.730)] [KD 5.866 (5.898)] 2024-10-11 23:02:22,691 - Train: 2.85% [35600/1251000] [28.5/1000.0] [batch_t 0.217 (0.228)] [data_t 0.010] [optim_t 0.207] [lr 0.002994] [CE 4.897 (4.752)] [KD 5.980 (5.974)] 2024-10-11 23:02:34,207 - Train: 2.85% [35650/1251000] [28.5/1000.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.002994] [CE 4.675 (4.720)] [KD 5.899 (5.860)] 2024-10-11 23:02:46,317 - Train: 2.85% [35700/1251000] [28.5/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.002994] [CE 4.718 (4.666)] [KD 6.134 (5.978)] 2024-10-11 23:02:57,713 - Train: 2.86% [35750/1251000] [28.6/1000.0] [batch_t 0.216 (0.228)] [data_t 0.008] [optim_t 0.207] [lr 0.002994] [CE 4.734 (4.779)] [KD 6.009 (5.995)] 2024-10-11 23:03:09,257 - Train: 2.86% [35800/1251000] [28.6/1000.0] [batch_t 0.225 (0.231)] [data_t 0.010] [optim_t 0.215] [lr 0.002994] [CE 5.027 (4.777)] [KD 6.273 (5.996)] 2024-10-11 23:03:21,020 - Train: 2.87% [35850/1251000] [28.7/1000.0] [batch_t 0.222 (0.235)] [data_t 0.008] [optim_t 0.214] [lr 0.002994] [CE 4.744 (4.612)] [KD 5.987 (5.942)] 2024-10-11 23:03:32,387 - Train: 2.87% [35900/1251000] [28.7/1000.0] [batch_t 0.213 (0.227)] [data_t 0.009] [optim_t 0.205] [lr 0.002994] [CE 4.464 (4.786)] [KD 5.987 (5.939)] 2024-10-11 23:03:43,863 - Train: 2.87% [35950/1251000] [28.7/1000.0] [batch_t 0.230 (0.229)] [data_t 0.010] [optim_t 0.220] [lr 0.002994] [CE 4.793 (4.758)] [KD 5.858 (6.103)] 2024-10-11 23:03:55,961 - Train: 2.88% [36000/1251000] [28.8/1000.0] [batch_t 0.216 (0.242)] [data_t 0.010] [optim_t 0.207] [lr 0.002994] [CE 4.810 (4.732)] [KD 5.978 (6.074)] 2024-10-11 23:04:07,312 - Train: 2.88% [36050/1251000] [28.8/1000.0] [batch_t 0.220 (0.227)] [data_t 0.010] [optim_t 0.211] [lr 0.002994] [CE 4.595 (4.752)] [KD 5.768 (6.029)] 2024-10-11 23:04:18,912 - Train: 2.89% [36100/1251000] [28.9/1000.0] [batch_t 0.213 (0.232)] [data_t 0.008] [optim_t 0.205] [lr 0.002994] [CE 5.000 (4.787)] [KD 5.836 (5.951)] 2024-10-11 23:04:30,840 - Train: 2.89% [36150/1251000] [28.9/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.002994] [CE 4.698 (4.709)] [KD 5.639 (5.854)] 2024-10-11 23:04:42,340 - Train: 2.89% [36200/1251000] [28.9/1000.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.215] [lr 0.002994] [CE 4.350 (4.725)] [KD 5.835 (5.919)] 2024-10-11 23:04:53,895 - Train: 2.90% [36250/1251000] [29.0/1000.0] [batch_t 0.223 (0.231)] [data_t 0.007] [optim_t 0.215] [lr 0.002994] [CE 4.716 (4.755)] [KD 5.930 (5.900)] 2024-10-11 23:05:00,393 - ==> Total time: 2:26:53 Eta: 3 days, 9:58:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:05:09,128 - Train: 2.90% [36300/1251000] [29.0/1000.0] [batch_t 0.247 (0.272)] [data_t 0.009] [optim_t 0.238] [lr 0.002994] [CE 4.835 (4.872)] [KD 5.777 (5.968)] 2024-10-11 23:05:20,648 - Train: 2.91% [36350/1251000] [29.1/1000.0] [batch_t 0.247 (0.230)] [data_t 0.009] [optim_t 0.238] [lr 0.002994] [CE 3.875 (4.741)] [KD 5.924 (5.880)] 2024-10-11 23:05:32,352 - Train: 2.91% [36400/1251000] [29.1/1000.0] [batch_t 0.217 (0.234)] [data_t 0.008] [optim_t 0.208] [lr 0.002994] [CE 4.813 (4.762)] [KD 5.650 (5.881)] 2024-10-11 23:05:43,649 - Train: 2.91% [36450/1251000] [29.1/1000.0] [batch_t 0.211 (0.226)] [data_t 0.010] [optim_t 0.201] [lr 0.002994] [CE 4.202 (4.735)] [KD 5.848 (5.867)] 2024-10-11 23:05:55,286 - Train: 2.92% [36500/1251000] [29.2/1000.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.210] [lr 0.002994] [CE 4.836 (4.713)] [KD 5.951 (5.896)] 2024-10-11 23:06:06,798 - Train: 2.92% [36550/1251000] [29.2/1000.0] [batch_t 0.228 (0.230)] [data_t 0.010] [optim_t 0.218] [lr 0.002994] [CE 4.962 (4.713)] [KD 5.741 (5.914)] 2024-10-11 23:06:18,434 - Train: 2.93% [36600/1251000] [29.3/1000.0] [batch_t 0.227 (0.233)] [data_t 0.007] [optim_t 0.220] [lr 0.002994] [CE 5.022 (4.813)] [KD 5.932 (5.994)] 2024-10-11 23:06:29,990 - Train: 2.93% [36650/1251000] [29.3/1000.0] [batch_t 0.226 (0.231)] [data_t 0.006] [optim_t 0.220] [lr 0.002994] [CE 4.660 (4.725)] [KD 6.388 (5.930)] 2024-10-11 23:06:41,908 - Train: 2.93% [36700/1251000] [29.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.002994] [CE 4.486 (4.687)] [KD 5.881 (5.947)] 2024-10-11 23:06:53,659 - Train: 2.94% [36750/1251000] [29.4/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.216] [lr 0.002994] [CE 4.463 (4.733)] [KD 5.879 (5.927)] 2024-10-11 23:07:05,792 - Train: 2.94% [36800/1251000] [29.4/1000.0] [batch_t 0.224 (0.242)] [data_t 0.008] [optim_t 0.215] [lr 0.002994] [CE 4.509 (4.785)] [KD 5.637 (5.980)] 2024-10-11 23:07:17,268 - Train: 2.95% [36850/1251000] [29.5/1000.0] [batch_t 0.231 (0.229)] [data_t 0.009] [optim_t 0.222] [lr 0.002994] [CE 4.814 (4.755)] [KD 5.902 (5.828)] 2024-10-11 23:07:29,704 - Train: 2.95% [36900/1251000] [29.5/1000.0] [batch_t 0.236 (0.249)] [data_t 0.008] [optim_t 0.228] [lr 0.002994] [CE 4.589 (4.725)] [KD 5.961 (5.801)] 2024-10-11 23:07:41,559 - Train: 2.95% [36950/1251000] [29.5/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002994] [CE 5.369 (4.736)] [KD 6.305 (5.912)] 2024-10-11 23:07:53,412 - Train: 2.96% [37000/1251000] [29.6/1000.0] [batch_t 0.246 (0.237)] [data_t 0.010] [optim_t 0.236] [lr 0.002994] [CE 4.930 (4.754)] [KD 6.454 (6.024)] 2024-10-11 23:08:05,060 - Train: 2.96% [37050/1251000] [29.6/1000.0] [batch_t 0.230 (0.233)] [data_t 0.010] [optim_t 0.221] [lr 0.002994] [CE 5.178 (4.827)] [KD 5.939 (6.017)] 2024-10-11 23:08:17,510 - Train: 2.97% [37100/1251000] [29.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.006] [optim_t 0.227] [lr 0.002994] [CE 5.177 (4.731)] [KD 5.913 (5.887)] 2024-10-11 23:08:29,207 - Train: 2.97% [37150/1251000] [29.7/1000.0] [batch_t 0.225 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.002994] [CE 4.743 (4.766)] [KD 5.792 (5.956)] 2024-10-11 23:08:41,001 - Train: 2.97% [37200/1251000] [29.7/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.002994] [CE 4.752 (4.710)] [KD 5.627 (5.872)] 2024-10-11 23:08:52,844 - Train: 2.98% [37250/1251000] [29.8/1000.0] [batch_t 0.226 (0.237)] [data_t 0.008] [optim_t 0.217] [lr 0.002994] [CE 4.713 (4.801)] [KD 5.985 (5.840)] 2024-10-11 23:09:04,891 - Train: 2.98% [37300/1251000] [29.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.002993] [CE 4.840 (4.725)] [KD 6.094 (5.909)] 2024-10-11 23:09:16,294 - Train: 2.99% [37350/1251000] [29.9/1000.0] [batch_t 0.223 (0.228)] [data_t 0.007] [optim_t 0.216] [lr 0.002993] [CE 4.689 (4.801)] [KD 6.017 (6.022)] 2024-10-11 23:09:28,676 - Train: 2.99% [37400/1251000] [29.9/1000.0] [batch_t 0.222 (0.247)] [data_t 0.010] [optim_t 0.212] [lr 0.002993] [CE 5.030 (4.836)] [KD 6.307 (5.929)] 2024-10-11 23:09:40,188 - Train: 2.99% [37450/1251000] [29.9/1000.0] [batch_t 0.238 (0.230)] [data_t 0.008] [optim_t 0.230] [lr 0.002993] [CE 4.607 (4.636)] [KD 5.875 (5.897)] 2024-10-11 23:09:52,066 - Train: 3.00% [37500/1251000] [30.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002993] [CE 4.132 (4.704)] [KD 5.529 (5.806)] 2024-10-11 23:10:07,369 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.157)] [top1_cnt 32137] [top5_cnt 43208] [top_all 50000] 2024-10-11 23:10:07,370 - net: 64.274 (86.416) 2024-10-11 23:10:15,561 - Test (net_E): 100.00% [50/50] [batch_t 0.179 (0.148)] [top1_cnt 34793] [top5_cnt 44569] [top_all 50000] 2024-10-11 23:10:15,562 - net_E: 69.586 (89.138) 2024-10-11 23:10:15,759 - Max [top1: 64.612 (epoch: 25)] [top1-ema: 69.586 (epoch: 30)] 2024-10-11 23:10:15,760 - ==> Total time: 2:32:08 Eta: 3 days, 9:59:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:10:38,069 - Train: 3.00% [37550/1251000] [30.0/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.219] [lr 0.002993] [CE 4.714 (4.738)] [KD 5.727 (5.829)] 2024-10-11 23:10:49,658 - Train: 3.01% [37600/1251000] [30.1/1000.0] [batch_t 0.210 (0.232)] [data_t 0.008] [optim_t 0.202] [lr 0.002993] [CE 4.795 (4.744)] [KD 6.006 (5.870)] 2024-10-11 23:11:01,589 - Train: 3.01% [37650/1251000] [30.1/1000.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.236] [lr 0.002993] [CE 4.109 (4.743)] [KD 5.641 (5.824)] 2024-10-11 23:11:13,475 - Train: 3.01% [37700/1251000] [30.1/1000.0] [batch_t 0.219 (0.238)] [data_t 0.008] [optim_t 0.212] [lr 0.002993] [CE 4.821 (4.725)] [KD 5.643 (5.844)] 2024-10-11 23:11:24,689 - Train: 3.02% [37750/1251000] [30.2/1000.0] [batch_t 0.218 (0.224)] [data_t 0.008] [optim_t 0.210] [lr 0.002993] [CE 5.085 (4.775)] [KD 5.849 (5.989)] 2024-10-11 23:11:36,105 - Train: 3.02% [37800/1251000] [30.2/1000.0] [batch_t 0.236 (0.228)] [data_t 0.007] [optim_t 0.229] [lr 0.002993] [CE 4.472 (4.728)] [KD 5.692 (5.847)] 2024-10-11 23:11:48,155 - Train: 3.03% [37850/1251000] [30.3/1000.0] [batch_t 0.212 (0.241)] [data_t 0.009] [optim_t 0.203] [lr 0.002993] [CE 5.018 (4.724)] [KD 6.301 (5.876)] 2024-10-11 23:11:59,873 - Train: 3.03% [37900/1251000] [30.3/1000.0] [batch_t 0.215 (0.234)] [data_t 0.008] [optim_t 0.207] [lr 0.002993] [CE 4.930 (4.786)] [KD 6.265 (6.002)] 2024-10-11 23:12:11,370 - Train: 3.03% [37950/1251000] [30.3/1000.0] [batch_t 0.234 (0.230)] [data_t 0.009] [optim_t 0.225] [lr 0.002993] [CE 5.053 (4.760)] [KD 6.022 (6.016)] 2024-10-11 23:12:23,025 - Train: 3.04% [38000/1251000] [30.4/1000.0] [batch_t 0.228 (0.233)] [data_t 0.008] [optim_t 0.219] [lr 0.002993] [CE 4.591 (4.727)] [KD 5.738 (5.938)] 2024-10-11 23:12:34,572 - Train: 3.04% [38050/1251000] [30.4/1000.0] [batch_t 0.225 (0.231)] [data_t 0.010] [optim_t 0.215] [lr 0.002993] [CE 4.815 (4.750)] [KD 5.934 (5.965)] 2024-10-11 23:12:46,148 - Train: 3.05% [38100/1251000] [30.5/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.214] [lr 0.002993] [CE 4.455 (4.688)] [KD 5.676 (5.886)] 2024-10-11 23:12:57,550 - Train: 3.05% [38150/1251000] [30.5/1000.0] [batch_t 0.223 (0.228)] [data_t 0.009] [optim_t 0.214] [lr 0.002993] [CE 4.345 (4.709)] [KD 5.402 (5.934)] 2024-10-11 23:13:09,382 - Train: 3.05% [38200/1251000] [30.5/1000.0] [batch_t 0.220 (0.236)] [data_t 0.008] [optim_t 0.211] [lr 0.002993] [CE 4.682 (4.733)] [KD 5.645 (5.807)] 2024-10-11 23:13:21,092 - Train: 3.06% [38250/1251000] [30.6/1000.0] [batch_t 0.215 (0.234)] [data_t 0.009] [optim_t 0.205] [lr 0.002993] [CE 4.258 (4.715)] [KD 5.654 (5.811)] 2024-10-11 23:13:33,165 - Train: 3.06% [38300/1251000] [30.6/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.002993] [CE 4.279 (4.767)] [KD 5.686 (5.947)] 2024-10-11 23:13:44,653 - Train: 3.07% [38350/1251000] [30.7/1000.0] [batch_t 0.223 (0.230)] [data_t 0.010] [optim_t 0.213] [lr 0.002993] [CE 4.574 (4.760)] [KD 5.680 (5.955)] 2024-10-11 23:13:55,998 - Train: 3.07% [38400/1251000] [30.7/1000.0] [batch_t 0.226 (0.227)] [data_t 0.009] [optim_t 0.217] [lr 0.002993] [CE 5.133 (4.722)] [KD 6.029 (5.767)] 2024-10-11 23:14:07,610 - Train: 3.07% [38450/1251000] [30.7/1000.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002993] [CE 4.707 (4.781)] [KD 5.886 (5.850)] 2024-10-11 23:14:19,339 - Train: 3.08% [38500/1251000] [30.8/1000.0] [batch_t 0.218 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.002993] [CE 4.626 (4.679)] [KD 5.864 (5.819)] 2024-10-11 23:14:30,645 - Train: 3.08% [38550/1251000] [30.8/1000.0] [batch_t 0.223 (0.226)] [data_t 0.009] [optim_t 0.213] [lr 0.002993] [CE 5.525 (4.796)] [KD 6.272 (5.830)] 2024-10-11 23:14:42,458 - Train: 3.09% [38600/1251000] [30.9/1000.0] [batch_t 0.251 (0.236)] [data_t 0.009] [optim_t 0.242] [lr 0.002993] [CE 4.879 (4.791)] [KD 5.785 (5.908)] 2024-10-11 23:14:53,867 - Train: 3.09% [38650/1251000] [30.9/1000.0] [batch_t 0.212 (0.228)] [data_t 0.009] [optim_t 0.203] [lr 0.002993] [CE 4.927 (4.777)] [KD 6.472 (5.908)] 2024-10-11 23:15:05,630 - Train: 3.09% [38700/1251000] [30.9/1000.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.002993] [CE 4.143 (4.673)] [KD 5.397 (5.837)] 2024-10-11 23:15:16,926 - Train: 3.10% [38750/1251000] [31.0/1000.0] [batch_t 0.231 (0.226)] [data_t 0.010] [optim_t 0.221] [lr 0.002993] [CE 4.580 (4.807)] [KD 6.081 (5.933)] 2024-10-11 23:15:24,090 - ==> Total time: 2:37:16 Eta: 3 days, 9:56:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:15:32,542 - Train: 3.10% [38800/1251000] [31.0/1000.0] [batch_t 0.244 (0.269)] [data_t 0.007] [optim_t 0.238] [lr 0.002993] [CE 4.350 (4.783)] [KD 5.792 (5.938)] 2024-10-11 23:15:44,362 - Train: 3.11% [38850/1251000] [31.1/1000.0] [batch_t 0.218 (0.236)] [data_t 0.010] [optim_t 0.208] [lr 0.002993] [CE 4.647 (4.709)] [KD 5.574 (5.874)] 2024-10-11 23:15:55,963 - Train: 3.11% [38900/1251000] [31.1/1000.0] [batch_t 0.218 (0.232)] [data_t 0.009] [optim_t 0.209] [lr 0.002993] [CE 4.335 (4.747)] [KD 5.606 (5.867)] 2024-10-11 23:16:08,080 - Train: 3.11% [38950/1251000] [31.1/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002993] [CE 4.922 (4.729)] [KD 5.846 (5.765)] 2024-10-11 23:16:19,746 - Train: 3.12% [39000/1251000] [31.2/1000.0] [batch_t 0.219 (0.233)] [data_t 0.008] [optim_t 0.211] [lr 0.002993] [CE 4.435 (4.781)] [KD 5.786 (5.876)] 2024-10-11 23:16:31,064 - Train: 3.12% [39050/1251000] [31.2/1000.0] [batch_t 0.220 (0.226)] [data_t 0.007] [optim_t 0.213] [lr 0.002993] [CE 4.726 (4.774)] [KD 5.882 (5.873)] 2024-10-11 23:16:43,248 - Train: 3.13% [39100/1251000] [31.3/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.233] [lr 0.002993] [CE 5.007 (4.707)] [KD 5.892 (5.788)] 2024-10-11 23:16:55,320 - Train: 3.13% [39150/1251000] [31.3/1000.0] [batch_t 0.466 (0.241)] [data_t 0.009] [optim_t 0.457] [lr 0.002993] [CE 4.757 (4.743)] [KD 5.568 (5.789)] 2024-10-11 23:17:06,915 - Train: 3.13% [39200/1251000] [31.3/1000.0] [batch_t 0.226 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.002993] [CE 4.659 (4.688)] [KD 5.856 (5.767)] 2024-10-11 23:17:19,157 - Train: 3.14% [39250/1251000] [31.4/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.002993] [CE 5.155 (4.762)] [KD 5.739 (5.846)] 2024-10-11 23:17:30,838 - Train: 3.14% [39300/1251000] [31.4/1000.0] [batch_t 0.221 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.002993] [CE 4.902 (4.733)] [KD 6.041 (5.814)] 2024-10-11 23:17:42,345 - Train: 3.15% [39350/1251000] [31.5/1000.0] [batch_t 0.215 (0.230)] [data_t 0.007] [optim_t 0.209] [lr 0.002993] [CE 4.975 (4.775)] [KD 6.191 (5.863)] 2024-10-11 23:17:54,040 - Train: 3.15% [39400/1251000] [31.5/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.002993] [CE 5.041 (4.707)] [KD 5.870 (5.753)] 2024-10-11 23:18:05,580 - Train: 3.15% [39450/1251000] [31.5/1000.0] [batch_t 0.216 (0.231)] [data_t 0.007] [optim_t 0.208] [lr 0.002993] [CE 4.546 (4.666)] [KD 5.423 (5.709)] 2024-10-11 23:18:17,441 - Train: 3.16% [39500/1251000] [31.6/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.002993] [CE 4.666 (4.685)] [KD 5.912 (5.744)] 2024-10-11 23:18:29,792 - Train: 3.16% [39550/1251000] [31.6/1000.0] [batch_t 0.222 (0.247)] [data_t 0.007] [optim_t 0.215] [lr 0.002993] [CE 4.624 (4.656)] [KD 6.296 (5.808)] 2024-10-11 23:18:41,426 - Train: 3.17% [39600/1251000] [31.7/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.002993] [CE 4.946 (4.676)] [KD 5.886 (5.882)] 2024-10-11 23:18:52,833 - Train: 3.17% [39650/1251000] [31.7/1000.0] [batch_t 0.229 (0.228)] [data_t 0.008] [optim_t 0.221] [lr 0.002993] [CE 4.405 (4.742)] [KD 5.680 (5.851)] 2024-10-11 23:19:04,861 - Train: 3.17% [39700/1251000] [31.7/1000.0] [batch_t 0.230 (0.240)] [data_t 0.008] [optim_t 0.222] [lr 0.002993] [CE 4.589 (4.729)] [KD 6.126 (5.791)] 2024-10-11 23:19:16,390 - Train: 3.18% [39750/1251000] [31.8/1000.0] [batch_t 0.224 (0.230)] [data_t 0.006] [optim_t 0.217] [lr 0.002993] [CE 4.549 (4.737)] [KD 5.692 (5.961)] 2024-10-11 23:19:27,980 - Train: 3.18% [39800/1251000] [31.8/1000.0] [batch_t 0.234 (0.232)] [data_t 0.007] [optim_t 0.227] [lr 0.002993] [CE 5.026 (4.815)] [KD 5.812 (5.980)] 2024-10-11 23:19:40,274 - Train: 3.19% [39850/1251000] [31.9/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.224] [lr 0.002993] [CE 4.959 (4.754)] [KD 6.187 (5.855)] 2024-10-11 23:19:51,926 - Train: 3.19% [39900/1251000] [31.9/1000.0] [batch_t 0.232 (0.233)] [data_t 0.007] [optim_t 0.225] [lr 0.002993] [CE 4.972 (4.762)] [KD 5.972 (5.933)] 2024-10-11 23:20:03,784 - Train: 3.19% [39950/1251000] [31.9/1000.0] [batch_t 0.228 (0.237)] [data_t 0.006] [optim_t 0.221] [lr 0.002993] [CE 4.818 (4.784)] [KD 5.705 (5.848)] 2024-10-11 23:20:15,768 - Train: 3.20% [40000/1251000] [32.0/1000.0] [batch_t 0.214 (0.239)] [data_t 0.007] [optim_t 0.208] [lr 0.002993] [CE 4.755 (4.761)] [KD 5.879 (5.865)] 2024-10-11 23:20:22,954 - ==> Total time: 2:42:15 Eta: 3 days, 9:48:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:20:30,596 - Train: 3.20% [40050/1251000] [32.0/1000.0] [batch_t 0.222 (0.267)] [data_t 0.009] [optim_t 0.213] [lr 0.002992] [CE 4.514 (4.645)] [KD 5.712 (5.705)] 2024-10-11 23:20:42,626 - Train: 3.21% [40100/1251000] [32.1/1000.0] [batch_t 0.216 (0.240)] [data_t 0.008] [optim_t 0.207] [lr 0.002992] [CE 5.140 (4.706)] [KD 6.149 (5.759)] 2024-10-11 23:20:54,287 - Train: 3.21% [40150/1251000] [32.1/1000.0] [batch_t 0.223 (0.233)] [data_t 0.010] [optim_t 0.213] [lr 0.002992] [CE 4.315 (4.699)] [KD 5.665 (5.842)] 2024-10-11 23:21:06,037 - Train: 3.21% [40200/1251000] [32.1/1000.0] [batch_t 0.228 (0.235)] [data_t 0.006] [optim_t 0.222] [lr 0.002992] [CE 5.154 (4.732)] [KD 5.842 (5.862)] 2024-10-11 23:21:17,361 - Train: 3.22% [40250/1251000] [32.2/1000.0] [batch_t 0.230 (0.226)] [data_t 0.007] [optim_t 0.223] [lr 0.002992] [CE 4.499 (4.720)] [KD 5.673 (5.749)] 2024-10-11 23:21:28,943 - Train: 3.22% [40300/1251000] [32.2/1000.0] [batch_t 0.227 (0.231)] [data_t 0.010] [optim_t 0.217] [lr 0.002992] [CE 4.522 (4.762)] [KD 5.586 (5.761)] 2024-10-11 23:21:40,272 - Train: 3.23% [40350/1251000] [32.3/1000.0] [batch_t 0.231 (0.226)] [data_t 0.010] [optim_t 0.221] [lr 0.002992] [CE 4.916 (4.665)] [KD 5.921 (5.855)] 2024-10-11 23:21:52,147 - Train: 3.23% [40400/1251000] [32.3/1000.0] [batch_t 0.226 (0.237)] [data_t 0.006] [optim_t 0.220] [lr 0.002992] [CE 4.235 (4.646)] [KD 5.797 (5.763)] 2024-10-11 23:22:03,851 - Train: 3.23% [40450/1251000] [32.3/1000.0] [batch_t 0.227 (0.234)] [data_t 0.010] [optim_t 0.218] [lr 0.002992] [CE 4.633 (4.752)] [KD 5.622 (5.726)] 2024-10-11 23:22:15,428 - Train: 3.24% [40500/1251000] [32.4/1000.0] [batch_t 0.226 (0.231)] [data_t 0.008] [optim_t 0.218] [lr 0.002992] [CE 4.420 (4.680)] [KD 5.775 (5.674)] 2024-10-11 23:22:26,819 - Train: 3.24% [40550/1251000] [32.4/1000.0] [batch_t 0.222 (0.228)] [data_t 0.010] [optim_t 0.213] [lr 0.002992] [CE 4.737 (4.709)] [KD 6.020 (5.811)] 2024-10-11 23:22:38,613 - Train: 3.25% [40600/1251000] [32.5/1000.0] [batch_t 0.221 (0.236)] [data_t 0.008] [optim_t 0.213] [lr 0.002992] [CE 4.838 (4.703)] [KD 6.000 (5.743)] 2024-10-11 23:22:50,111 - Train: 3.25% [40650/1251000] [32.5/1000.0] [batch_t 0.225 (0.230)] [data_t 0.008] [optim_t 0.217] [lr 0.002992] [CE 4.439 (4.702)] [KD 5.751 (5.773)] 2024-10-11 23:23:01,865 - Train: 3.25% [40700/1251000] [32.5/1000.0] [batch_t 0.216 (0.235)] [data_t 0.008] [optim_t 0.208] [lr 0.002992] [CE 4.501 (4.677)] [KD 5.732 (5.859)] 2024-10-11 23:23:13,405 - Train: 3.26% [40750/1251000] [32.6/1000.0] [batch_t 0.219 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.002992] [CE 4.757 (4.747)] [KD 5.851 (5.787)] 2024-10-11 23:23:24,973 - Train: 3.26% [40800/1251000] [32.6/1000.0] [batch_t 0.215 (0.231)] [data_t 0.009] [optim_t 0.206] [lr 0.002992] [CE 4.351 (4.773)] [KD 5.933 (5.837)] 2024-10-11 23:23:36,401 - Train: 3.27% [40850/1251000] [32.7/1000.0] [batch_t 0.217 (0.228)] [data_t 0.008] [optim_t 0.208] [lr 0.002992] [CE 5.143 (4.707)] [KD 5.896 (5.807)] 2024-10-11 23:23:48,065 - Train: 3.27% [40900/1251000] [32.7/1000.0] [batch_t 0.223 (0.233)] [data_t 0.010] [optim_t 0.213] [lr 0.002992] [CE 4.399 (4.732)] [KD 5.808 (5.841)] 2024-10-11 23:23:59,212 - Train: 3.27% [40950/1251000] [32.7/1000.0] [batch_t 0.221 (0.223)] [data_t 0.010] [optim_t 0.211] [lr 0.002992] [CE 5.010 (4.745)] [KD 5.730 (5.809)] 2024-10-11 23:24:11,299 - Train: 3.28% [41000/1251000] [32.8/1000.0] [batch_t 0.211 (0.242)] [data_t 0.009] [optim_t 0.203] [lr 0.002992] [CE 4.381 (4.780)] [KD 5.582 (5.764)] 2024-10-11 23:24:22,761 - Train: 3.28% [41050/1251000] [32.8/1000.0] [batch_t 0.215 (0.229)] [data_t 0.009] [optim_t 0.207] [lr 0.002992] [CE 4.182 (4.719)] [KD 5.457 (5.743)] 2024-10-11 23:24:34,668 - Train: 3.29% [41100/1251000] [32.9/1000.0] [batch_t 0.222 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.002992] [CE 4.875 (4.673)] [KD 5.783 (5.764)] 2024-10-11 23:24:46,273 - Train: 3.29% [41150/1251000] [32.9/1000.0] [batch_t 0.225 (0.232)] [data_t 0.008] [optim_t 0.217] [lr 0.002992] [CE 4.855 (4.728)] [KD 5.825 (5.839)] 2024-10-11 23:24:58,238 - Train: 3.29% [41200/1251000] [32.9/1000.0] [batch_t 0.222 (0.239)] [data_t 0.008] [optim_t 0.214] [lr 0.002992] [CE 5.087 (4.720)] [KD 5.968 (5.783)] 2024-10-11 23:25:09,566 - Train: 3.30% [41250/1251000] [33.0/1000.0] [batch_t 0.228 (0.226)] [data_t 0.009] [optim_t 0.219] [lr 0.002992] [CE 4.919 (4.720)] [KD 5.507 (5.742)] 2024-10-11 23:25:17,238 - ==> Total time: 2:47:10 Eta: 3 days, 9:38:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:25:24,650 - Train: 3.30% [41300/1251000] [33.0/1000.0] [batch_t 0.223 (0.251)] [data_t 0.008] [optim_t 0.215] [lr 0.002992] [CE 4.562 (4.740)] [KD 5.878 (5.877)] 2024-10-11 23:25:36,435 - Train: 3.31% [41350/1251000] [33.1/1000.0] [batch_t 0.219 (0.236)] [data_t 0.006] [optim_t 0.213] [lr 0.002992] [CE 4.359 (4.697)] [KD 5.446 (5.726)] 2024-10-11 23:25:48,002 - Train: 3.31% [41400/1251000] [33.1/1000.0] [batch_t 0.217 (0.231)] [data_t 0.007] [optim_t 0.209] [lr 0.002992] [CE 5.420 (4.738)] [KD 6.344 (5.868)] 2024-10-11 23:25:59,198 - Train: 3.31% [41450/1251000] [33.1/1000.0] [batch_t 0.215 (0.224)] [data_t 0.008] [optim_t 0.207] [lr 0.002992] [CE 4.853 (4.752)] [KD 5.660 (5.790)] 2024-10-11 23:26:11,082 - Train: 3.32% [41500/1251000] [33.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002992] [CE 4.622 (4.709)] [KD 5.625 (5.747)] 2024-10-11 23:26:22,669 - Train: 3.32% [41550/1251000] [33.2/1000.0] [batch_t 0.231 (0.232)] [data_t 0.006] [optim_t 0.225] [lr 0.002992] [CE 4.531 (4.730)] [KD 5.539 (5.753)] 2024-10-11 23:26:34,330 - Train: 3.33% [41600/1251000] [33.3/1000.0] [batch_t 0.229 (0.233)] [data_t 0.008] [optim_t 0.220] [lr 0.002992] [CE 4.399 (4.683)] [KD 5.733 (5.758)] 2024-10-11 23:26:46,427 - Train: 3.33% [41650/1251000] [33.3/1000.0] [batch_t 0.225 (0.242)] [data_t 0.010] [optim_t 0.216] [lr 0.002992] [CE 4.764 (4.731)] [KD 6.347 (5.777)] 2024-10-11 23:26:57,954 - Train: 3.33% [41700/1251000] [33.3/1000.0] [batch_t 0.224 (0.230)] [data_t 0.010] [optim_t 0.214] [lr 0.002992] [CE 4.766 (4.752)] [KD 6.031 (5.867)] 2024-10-11 23:27:09,494 - Train: 3.34% [41750/1251000] [33.4/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.214] [lr 0.002992] [CE 4.448 (4.746)] [KD 5.270 (5.720)] 2024-10-11 23:27:21,245 - Train: 3.34% [41800/1251000] [33.4/1000.0] [batch_t 0.379 (0.235)] [data_t 0.009] [optim_t 0.369] [lr 0.002992] [CE 4.765 (4.665)] [KD 5.830 (5.760)] 2024-10-11 23:27:32,841 - Train: 3.35% [41850/1251000] [33.5/1000.0] [batch_t 0.220 (0.232)] [data_t 0.010] [optim_t 0.210] [lr 0.002992] [CE 4.768 (4.745)] [KD 5.921 (5.887)] 2024-10-11 23:27:44,064 - Train: 3.35% [41900/1251000] [33.5/1000.0] [batch_t 0.218 (0.224)] [data_t 0.007] [optim_t 0.212] [lr 0.002992] [CE 4.645 (4.651)] [KD 5.589 (5.699)] 2024-10-11 23:27:55,764 - Train: 3.35% [41950/1251000] [33.5/1000.0] [batch_t 0.210 (0.234)] [data_t 0.008] [optim_t 0.202] [lr 0.002992] [CE 5.331 (4.627)] [KD 5.877 (5.729)] 2024-10-11 23:28:07,419 - Train: 3.36% [42000/1251000] [33.6/1000.0] [batch_t 0.228 (0.233)] [data_t 0.010] [optim_t 0.219] [lr 0.002992] [CE 4.670 (4.728)] [KD 5.933 (5.711)] 2024-10-11 23:28:18,702 - Train: 3.36% [42050/1251000] [33.6/1000.0] [batch_t 0.221 (0.225)] [data_t 0.008] [optim_t 0.213] [lr 0.002992] [CE 4.509 (4.728)] [KD 5.976 (5.789)] 2024-10-11 23:28:30,104 - Train: 3.37% [42100/1251000] [33.7/1000.0] [batch_t 0.378 (0.228)] [data_t 0.007] [optim_t 0.371] [lr 0.002992] [CE 4.820 (4.731)] [KD 5.704 (5.757)] 2024-10-11 23:28:41,936 - Train: 3.37% [42150/1251000] [33.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.002992] [CE 4.865 (4.641)] [KD 5.854 (5.779)] 2024-10-11 23:28:53,274 - Train: 3.37% [42200/1251000] [33.7/1000.0] [batch_t 0.219 (0.227)] [data_t 0.010] [optim_t 0.210] [lr 0.002992] [CE 4.354 (4.636)] [KD 5.202 (5.735)] 2024-10-11 23:29:04,706 - Train: 3.38% [42250/1251000] [33.8/1000.0] [batch_t 0.213 (0.228)] [data_t 0.008] [optim_t 0.205] [lr 0.002992] [CE 4.460 (4.818)] [KD 5.325 (5.886)] 2024-10-11 23:29:17,209 - Train: 3.38% [42300/1251000] [33.8/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.222] [lr 0.002992] [CE 4.596 (4.696)] [KD 5.704 (5.812)] 2024-10-11 23:29:28,705 - Train: 3.39% [42350/1251000] [33.9/1000.0] [batch_t 0.228 (0.230)] [data_t 0.008] [optim_t 0.220] [lr 0.002992] [CE 4.774 (4.727)] [KD 5.929 (5.811)] 2024-10-11 23:29:40,035 - Train: 3.39% [42400/1251000] [33.9/1000.0] [batch_t 0.225 (0.226)] [data_t 0.007] [optim_t 0.218] [lr 0.002992] [CE 4.531 (4.707)] [KD 5.918 (5.834)] 2024-10-11 23:29:52,161 - Train: 3.39% [42450/1251000] [33.9/1000.0] [batch_t 0.225 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.002992] [CE 4.999 (4.674)] [KD 5.842 (5.720)] 2024-10-11 23:30:03,613 - Train: 3.40% [42500/1251000] [34.0/1000.0] [batch_t 0.224 (0.229)] [data_t 0.007] [optim_t 0.217] [lr 0.002992] [CE 4.849 (4.721)] [KD 5.824 (5.790)] 2024-10-11 23:30:11,361 - ==> Total time: 2:52:04 Eta: 3 days, 9:28:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:30:18,352 - Train: 3.40% [42550/1251000] [34.0/1000.0] [batch_t 0.217 (0.265)] [data_t 0.010] [optim_t 0.207] [lr 0.002992] [CE 4.577 (4.720)] [KD 5.892 (5.758)] 2024-10-11 23:30:30,725 - Train: 3.41% [42600/1251000] [34.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.011] [optim_t 0.225] [lr 0.002992] [CE 4.784 (4.712)] [KD 5.726 (5.785)] 2024-10-11 23:30:42,512 - Train: 3.41% [42650/1251000] [34.1/1000.0] [batch_t 0.247 (0.236)] [data_t 0.008] [optim_t 0.239] [lr 0.002991] [CE 4.606 (4.699)] [KD 5.311 (5.692)] 2024-10-11 23:30:54,118 - Train: 3.41% [42700/1251000] [34.1/1000.0] [batch_t 0.230 (0.232)] [data_t 0.007] [optim_t 0.223] [lr 0.002991] [CE 4.415 (4.711)] [KD 5.755 (5.758)] 2024-10-11 23:31:05,885 - Train: 3.42% [42750/1251000] [34.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.006] [optim_t 0.226] [lr 0.002991] [CE 4.215 (4.692)] [KD 5.813 (5.650)] 2024-10-11 23:31:17,648 - Train: 3.42% [42800/1251000] [34.2/1000.0] [batch_t 0.224 (0.235)] [data_t 0.010] [optim_t 0.215] [lr 0.002991] [CE 4.593 (4.615)] [KD 5.586 (5.702)] 2024-10-11 23:31:29,405 - Train: 3.43% [42850/1251000] [34.3/1000.0] [batch_t 0.488 (0.235)] [data_t 0.009] [optim_t 0.478] [lr 0.002991] [CE 5.046 (4.717)] [KD 5.882 (5.663)] 2024-10-11 23:31:41,010 - Train: 3.43% [42900/1251000] [34.3/1000.0] [batch_t 0.226 (0.232)] [data_t 0.010] [optim_t 0.217] [lr 0.002991] [CE 4.827 (4.696)] [KD 5.512 (5.682)] 2024-10-11 23:31:52,509 - Train: 3.43% [42950/1251000] [34.3/1000.0] [batch_t 0.215 (0.230)] [data_t 0.007] [optim_t 0.208] [lr 0.002991] [CE 4.893 (4.752)] [KD 5.839 (5.714)] 2024-10-11 23:32:04,180 - Train: 3.44% [43000/1251000] [34.4/1000.0] [batch_t 0.226 (0.233)] [data_t 0.010] [optim_t 0.216] [lr 0.002991] [CE 4.954 (4.753)] [KD 5.911 (5.700)] 2024-10-11 23:32:16,160 - Train: 3.44% [43050/1251000] [34.4/1000.0] [batch_t 0.221 (0.239)] [data_t 0.010] [optim_t 0.212] [lr 0.002991] [CE 4.790 (4.781)] [KD 5.687 (5.759)] 2024-10-11 23:32:27,483 - Train: 3.45% [43100/1251000] [34.5/1000.0] [batch_t 0.237 (0.226)] [data_t 0.010] [optim_t 0.227] [lr 0.002991] [CE 4.632 (4.745)] [KD 5.421 (5.683)] 2024-10-11 23:32:39,047 - Train: 3.45% [43150/1251000] [34.5/1000.0] [batch_t 0.228 (0.231)] [data_t 0.007] [optim_t 0.220] [lr 0.002991] [CE 4.615 (4.758)] [KD 5.681 (5.762)] 2024-10-11 23:32:51,295 - Train: 3.45% [43200/1251000] [34.5/1000.0] [batch_t 0.221 (0.245)] [data_t 0.009] [optim_t 0.212] [lr 0.002991] [CE 4.802 (4.685)] [KD 5.504 (5.682)] 2024-10-11 23:33:02,660 - Train: 3.46% [43250/1251000] [34.6/1000.0] [batch_t 0.236 (0.227)] [data_t 0.010] [optim_t 0.225] [lr 0.002991] [CE 4.674 (4.680)] [KD 5.438 (5.705)] 2024-10-11 23:33:14,028 - Train: 3.46% [43300/1251000] [34.6/1000.0] [batch_t 0.227 (0.227)] [data_t 0.010] [optim_t 0.217] [lr 0.002991] [CE 4.935 (4.662)] [KD 5.675 (5.628)] 2024-10-11 23:33:25,865 - Train: 3.47% [43350/1251000] [34.7/1000.0] [batch_t 0.227 (0.237)] [data_t 0.010] [optim_t 0.217] [lr 0.002991] [CE 4.306 (4.698)] [KD 5.503 (5.717)] 2024-10-11 23:33:37,641 - Train: 3.47% [43400/1251000] [34.7/1000.0] [batch_t 0.221 (0.235)] [data_t 0.008] [optim_t 0.213] [lr 0.002991] [CE 4.715 (4.734)] [KD 5.662 (5.687)] 2024-10-11 23:33:49,029 - Train: 3.47% [43450/1251000] [34.7/1000.0] [batch_t 0.227 (0.228)] [data_t 0.010] [optim_t 0.217] [lr 0.002991] [CE 4.426 (4.745)] [KD 5.929 (5.699)] 2024-10-11 23:34:00,959 - Train: 3.48% [43500/1251000] [34.8/1000.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.236] [lr 0.002991] [CE 4.893 (4.690)] [KD 5.877 (5.705)] 2024-10-11 23:34:12,548 - Train: 3.48% [43550/1251000] [34.8/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.002991] [CE 4.846 (4.716)] [KD 5.684 (5.754)] 2024-10-11 23:34:24,673 - Train: 3.49% [43600/1251000] [34.9/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.002991] [CE 5.038 (4.670)] [KD 5.735 (5.723)] 2024-10-11 23:34:36,763 - Train: 3.49% [43650/1251000] [34.9/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.002991] [CE 4.873 (4.718)] [KD 5.810 (5.641)] 2024-10-11 23:34:48,019 - Train: 3.49% [43700/1251000] [34.9/1000.0] [batch_t 0.216 (0.225)] [data_t 0.009] [optim_t 0.207] [lr 0.002991] [CE 4.725 (4.705)] [KD 5.569 (5.728)] 2024-10-11 23:34:59,455 - Train: 3.50% [43750/1251000] [35.0/1000.0] [batch_t 0.230 (0.229)] [data_t 0.009] [optim_t 0.221] [lr 0.002991] [CE 4.860 (4.695)] [KD 5.732 (5.691)] 2024-10-11 23:35:16,922 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 32641] [top5_cnt 43456] [top_all 50000] 2024-10-11 23:35:16,923 - net: 65.282 (86.912) 2024-10-11 23:35:26,343 - Test (net_E): 100.00% [50/50] [batch_t 0.280 (0.173)] [top1_cnt 35485] [top5_cnt 45033] [top_all 50000] 2024-10-11 23:35:26,344 - net_E: 70.970 (90.066) 2024-10-11 23:35:26,570 - Max [top1: 65.282 (epoch: 35)] [top1-ema: 70.970 (epoch: 35)] 2024-10-11 23:35:26,570 - ==> Total time: 2:57:19 Eta: 3 days, 9:29:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:35:47,250 - Train: 3.50% [43800/1251000] [35.0/1000.0] [batch_t 0.214 (0.250)] [data_t 0.009] [optim_t 0.205] [lr 0.002991] [CE 4.884 (4.624)] [KD 5.501 (5.679)] 2024-10-11 23:35:59,046 - Train: 3.51% [43850/1251000] [35.1/1000.0] [batch_t 0.223 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.002991] [CE 4.911 (4.688)] [KD 5.949 (5.615)] 2024-10-11 23:36:10,688 - Train: 3.51% [43900/1251000] [35.1/1000.0] [batch_t 0.237 (0.233)] [data_t 0.010] [optim_t 0.227] [lr 0.002991] [CE 4.470 (4.714)] [KD 5.684 (5.629)] 2024-10-11 23:36:22,239 - Train: 3.51% [43950/1251000] [35.1/1000.0] [batch_t 0.231 (0.231)] [data_t 0.008] [optim_t 0.223] [lr 0.002991] [CE 4.144 (4.713)] [KD 5.740 (5.644)] 2024-10-11 23:36:34,054 - Train: 3.52% [44000/1251000] [35.2/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.217] [lr 0.002991] [CE 4.449 (4.752)] [KD 5.371 (5.680)] 2024-10-11 23:36:45,549 - Train: 3.52% [44050/1251000] [35.2/1000.0] [batch_t 0.229 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.002991] [CE 4.349 (4.760)] [KD 5.426 (5.764)] 2024-10-11 23:36:57,216 - Train: 3.53% [44100/1251000] [35.3/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.002991] [CE 4.618 (4.697)] [KD 5.562 (5.785)] 2024-10-11 23:37:08,661 - Train: 3.53% [44150/1251000] [35.3/1000.0] [batch_t 0.244 (0.229)] [data_t 0.010] [optim_t 0.234] [lr 0.002991] [CE 4.150 (4.722)] [KD 5.230 (5.694)] 2024-10-11 23:37:20,450 - Train: 3.53% [44200/1251000] [35.3/1000.0] [batch_t 0.219 (0.236)] [data_t 0.007] [optim_t 0.212] [lr 0.002991] [CE 4.945 (4.777)] [KD 5.613 (5.712)] 2024-10-11 23:37:32,069 - Train: 3.54% [44250/1251000] [35.4/1000.0] [batch_t 0.381 (0.232)] [data_t 0.007] [optim_t 0.374] [lr 0.002991] [CE 4.284 (4.616)] [KD 5.745 (5.597)] 2024-10-11 23:37:43,771 - Train: 3.54% [44300/1251000] [35.4/1000.0] [batch_t 0.229 (0.234)] [data_t 0.010] [optim_t 0.219] [lr 0.002991] [CE 4.946 (4.748)] [KD 5.554 (5.749)] 2024-10-11 23:37:55,366 - Train: 3.55% [44350/1251000] [35.5/1000.0] [batch_t 0.227 (0.232)] [data_t 0.008] [optim_t 0.219] [lr 0.002991] [CE 4.731 (4.666)] [KD 6.046 (5.748)] 2024-10-11 23:38:07,242 - Train: 3.55% [44400/1251000] [35.5/1000.0] [batch_t 0.209 (0.237)] [data_t 0.010] [optim_t 0.199] [lr 0.002991] [CE 4.284 (4.638)] [KD 5.411 (5.641)] 2024-10-11 23:38:18,693 - Train: 3.55% [44450/1251000] [35.5/1000.0] [batch_t 0.231 (0.229)] [data_t 0.006] [optim_t 0.225] [lr 0.002991] [CE 4.050 (4.679)] [KD 5.437 (5.634)] 2024-10-11 23:38:30,386 - Train: 3.56% [44500/1251000] [35.6/1000.0] [batch_t 0.235 (0.234)] [data_t 0.006] [optim_t 0.228] [lr 0.002991] [CE 4.990 (4.694)] [KD 5.842 (5.778)] 2024-10-11 23:38:41,973 - Train: 3.56% [44550/1251000] [35.6/1000.0] [batch_t 0.223 (0.232)] [data_t 0.006] [optim_t 0.216] [lr 0.002991] [CE 4.812 (4.667)] [KD 5.307 (5.741)] 2024-10-11 23:38:54,085 - Train: 3.57% [44600/1251000] [35.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.002991] [CE 4.853 (4.644)] [KD 5.805 (5.769)] 2024-10-11 23:39:06,263 - Train: 3.57% [44650/1251000] [35.7/1000.0] [batch_t 0.226 (0.243)] [data_t 0.006] [optim_t 0.220] [lr 0.002991] [CE 4.572 (4.769)] [KD 5.794 (5.930)] 2024-10-11 23:39:17,727 - Train: 3.57% [44700/1251000] [35.7/1000.0] [batch_t 0.223 (0.229)] [data_t 0.007] [optim_t 0.215] [lr 0.002991] [CE 4.585 (4.685)] [KD 5.504 (5.768)] 2024-10-11 23:39:29,159 - Train: 3.58% [44750/1251000] [35.8/1000.0] [batch_t 0.239 (0.228)] [data_t 0.008] [optim_t 0.231] [lr 0.002991] [CE 4.445 (4.726)] [KD 5.565 (5.724)] 2024-10-11 23:39:40,652 - Train: 3.58% [44800/1251000] [35.8/1000.0] [batch_t 0.224 (0.230)] [data_t 0.010] [optim_t 0.214] [lr 0.002991] [CE 4.608 (4.724)] [KD 5.696 (5.776)] 2024-10-11 23:39:52,107 - Train: 3.59% [44850/1251000] [35.9/1000.0] [batch_t 0.230 (0.229)] [data_t 0.009] [optim_t 0.222] [lr 0.002991] [CE 4.966 (4.717)] [KD 5.987 (5.780)] 2024-10-11 23:40:03,842 - Train: 3.59% [44900/1251000] [35.9/1000.0] [batch_t 0.225 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.002991] [CE 5.071 (4.718)] [KD 6.055 (5.772)] 2024-10-11 23:40:15,954 - Train: 3.59% [44950/1251000] [35.9/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.224] [lr 0.002991] [CE 4.566 (4.693)] [KD 5.510 (5.714)] 2024-10-11 23:40:27,732 - Train: 3.60% [45000/1251000] [36.0/1000.0] [batch_t 0.233 (0.235)] [data_t 0.007] [optim_t 0.226] [lr 0.002991] [CE 4.711 (4.641)] [KD 5.675 (5.743)] 2024-10-11 23:40:35,653 - ==> Total time: 3:02:28 Eta: 3 days, 9:26:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:40:42,235 - Train: 3.60% [45050/1251000] [36.0/1000.0] [batch_t 0.240 (0.264)] [data_t 0.007] [optim_t 0.234] [lr 0.002991] [CE 4.696 (4.683)] [KD 5.936 (5.614)] 2024-10-11 23:40:53,726 - Train: 3.61% [45100/1251000] [36.1/1000.0] [batch_t 0.220 (0.230)] [data_t 0.009] [optim_t 0.211] [lr 0.002990] [CE 4.538 (4.745)] [KD 5.622 (5.807)] 2024-10-11 23:41:05,228 - Train: 3.61% [45150/1251000] [36.1/1000.0] [batch_t 0.217 (0.230)] [data_t 0.010] [optim_t 0.207] [lr 0.002990] [CE 4.367 (4.699)] [KD 5.449 (5.651)] 2024-10-11 23:41:16,745 - Train: 3.61% [45200/1251000] [36.1/1000.0] [batch_t 0.225 (0.230)] [data_t 0.010] [optim_t 0.215] [lr 0.002990] [CE 4.476 (4.641)] [KD 5.650 (5.519)] 2024-10-11 23:41:29,050 - Train: 3.62% [45250/1251000] [36.2/1000.0] [batch_t 0.225 (0.246)] [data_t 0.007] [optim_t 0.217] [lr 0.002990] [CE 4.250 (4.678)] [KD 5.523 (5.668)] 2024-10-11 23:41:40,366 - Train: 3.62% [45300/1251000] [36.2/1000.0] [batch_t 0.218 (0.226)] [data_t 0.010] [optim_t 0.209] [lr 0.002990] [CE 4.972 (4.657)] [KD 5.512 (5.609)] 2024-10-11 23:41:51,757 - Train: 3.63% [45350/1251000] [36.3/1000.0] [batch_t 0.220 (0.228)] [data_t 0.007] [optim_t 0.214] [lr 0.002990] [CE 4.422 (4.713)] [KD 5.767 (5.683)] 2024-10-11 23:42:03,110 - Train: 3.63% [45400/1251000] [36.3/1000.0] [batch_t 0.226 (0.227)] [data_t 0.009] [optim_t 0.217] [lr 0.002990] [CE 4.242 (4.727)] [KD 5.818 (5.877)] 2024-10-11 23:42:14,493 - Train: 3.63% [45450/1251000] [36.3/1000.0] [batch_t 0.221 (0.227)] [data_t 0.006] [optim_t 0.215] [lr 0.002990] [CE 5.053 (4.712)] [KD 6.026 (5.789)] 2024-10-11 23:42:26,039 - Train: 3.64% [45500/1251000] [36.4/1000.0] [batch_t 0.215 (0.231)] [data_t 0.008] [optim_t 0.207] [lr 0.002990] [CE 4.396 (4.647)] [KD 5.529 (5.617)] 2024-10-11 23:42:37,869 - Train: 3.64% [45550/1251000] [36.4/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.002990] [CE 4.411 (4.696)] [KD 5.370 (5.602)] 2024-10-11 23:42:49,648 - Train: 3.65% [45600/1251000] [36.5/1000.0] [batch_t 0.222 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.002990] [CE 4.332 (4.724)] [KD 5.372 (5.674)] 2024-10-11 23:43:01,032 - Train: 3.65% [45650/1251000] [36.5/1000.0] [batch_t 0.221 (0.228)] [data_t 0.010] [optim_t 0.211] [lr 0.002990] [CE 4.849 (4.703)] [KD 5.732 (5.647)] 2024-10-11 23:43:12,511 - Train: 3.65% [45700/1251000] [36.5/1000.0] [batch_t 0.224 (0.229)] [data_t 0.007] [optim_t 0.217] [lr 0.002990] [CE 4.413 (4.620)] [KD 5.756 (5.594)] 2024-10-11 23:43:24,038 - Train: 3.66% [45750/1251000] [36.6/1000.0] [batch_t 0.212 (0.230)] [data_t 0.009] [optim_t 0.204] [lr 0.002990] [CE 4.523 (4.698)] [KD 5.514 (5.651)] 2024-10-11 23:43:35,673 - Train: 3.66% [45800/1251000] [36.6/1000.0] [batch_t 0.238 (0.233)] [data_t 0.006] [optim_t 0.232] [lr 0.002990] [CE 5.104 (4.727)] [KD 6.173 (5.661)] 2024-10-11 23:43:47,401 - Train: 3.67% [45850/1251000] [36.7/1000.0] [batch_t 0.222 (0.234)] [data_t 0.007] [optim_t 0.215] [lr 0.002990] [CE 4.318 (4.741)] [KD 5.541 (5.882)] 2024-10-11 23:43:58,933 - Train: 3.67% [45900/1251000] [36.7/1000.0] [batch_t 0.417 (0.230)] [data_t 0.007] [optim_t 0.410] [lr 0.002990] [CE 4.312 (4.691)] [KD 5.335 (5.696)] 2024-10-11 23:44:10,369 - Train: 3.67% [45950/1251000] [36.7/1000.0] [batch_t 0.217 (0.229)] [data_t 0.008] [optim_t 0.209] [lr 0.002990] [CE 4.177 (4.690)] [KD 5.301 (5.677)] 2024-10-11 23:44:21,876 - Train: 3.68% [46000/1251000] [36.8/1000.0] [batch_t 0.405 (0.230)] [data_t 0.008] [optim_t 0.397] [lr 0.002990] [CE 5.182 (4.663)] [KD 5.585 (5.646)] 2024-10-11 23:44:33,434 - Train: 3.68% [46050/1251000] [36.8/1000.0] [batch_t 0.213 (0.231)] [data_t 0.009] [optim_t 0.204] [lr 0.002990] [CE 4.804 (4.703)] [KD 6.039 (5.662)] 2024-10-11 23:44:45,314 - Train: 3.69% [46100/1251000] [36.9/1000.0] [batch_t 0.229 (0.237)] [data_t 0.006] [optim_t 0.223] [lr 0.002990] [CE 4.599 (4.755)] [KD 5.546 (5.711)] 2024-10-11 23:44:56,941 - Train: 3.69% [46150/1251000] [36.9/1000.0] [batch_t 0.228 (0.232)] [data_t 0.010] [optim_t 0.218] [lr 0.002990] [CE 4.819 (4.695)] [KD 5.827 (5.679)] 2024-10-11 23:45:08,640 - Train: 3.69% [46200/1251000] [36.9/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002990] [CE 4.373 (4.684)] [KD 5.227 (5.656)] 2024-10-11 23:45:20,861 - Train: 3.70% [46250/1251000] [37.0/1000.0] [batch_t 0.244 (0.244)] [data_t 0.008] [optim_t 0.236] [lr 0.002990] [CE 4.588 (4.675)] [KD 5.782 (5.633)] 2024-10-11 23:45:29,118 - ==> Total time: 3:07:21 Eta: 3 days, 9:16:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:45:35,591 - Train: 3.70% [46300/1251000] [37.0/1000.0] [batch_t 0.226 (0.278)] [data_t 0.008] [optim_t 0.219] [lr 0.002990] [CE 4.153 (4.706)] [KD 5.139 (5.620)] 2024-10-11 23:45:47,437 - Train: 3.71% [46350/1251000] [37.1/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.002990] [CE 4.934 (4.685)] [KD 5.794 (5.600)] 2024-10-11 23:45:58,833 - Train: 3.71% [46400/1251000] [37.1/1000.0] [batch_t 0.217 (0.228)] [data_t 0.006] [optim_t 0.211] [lr 0.002990] [CE 4.710 (4.659)] [KD 5.929 (5.647)] 2024-10-11 23:46:10,616 - Train: 3.71% [46450/1251000] [37.1/1000.0] [batch_t 0.223 (0.235)] [data_t 0.010] [optim_t 0.213] [lr 0.002990] [CE 4.875 (4.704)] [KD 5.829 (5.714)] 2024-10-11 23:46:21,868 - Train: 3.72% [46500/1251000] [37.2/1000.0] [batch_t 0.225 (0.225)] [data_t 0.007] [optim_t 0.217] [lr 0.002990] [CE 4.329 (4.648)] [KD 5.413 (5.606)] 2024-10-11 23:46:33,362 - Train: 3.72% [46550/1251000] [37.2/1000.0] [batch_t 0.216 (0.230)] [data_t 0.007] [optim_t 0.209] [lr 0.002990] [CE 4.277 (4.682)] [KD 5.778 (5.792)] 2024-10-11 23:46:44,891 - Train: 3.73% [46600/1251000] [37.3/1000.0] [batch_t 0.226 (0.230)] [data_t 0.008] [optim_t 0.219] [lr 0.002990] [CE 4.589 (4.734)] [KD 5.583 (5.774)] 2024-10-11 23:46:56,114 - Train: 3.73% [46650/1251000] [37.3/1000.0] [batch_t 0.226 (0.224)] [data_t 0.009] [optim_t 0.216] [lr 0.002990] [CE 4.831 (4.717)] [KD 5.600 (5.702)] 2024-10-11 23:47:07,549 - Train: 3.73% [46700/1251000] [37.3/1000.0] [batch_t 0.232 (0.229)] [data_t 0.009] [optim_t 0.222] [lr 0.002990] [CE 4.564 (4.696)] [KD 5.472 (5.627)] 2024-10-11 23:47:19,398 - Train: 3.74% [46750/1251000] [37.4/1000.0] [batch_t 0.211 (0.237)] [data_t 0.008] [optim_t 0.204] [lr 0.002990] [CE 4.621 (4.703)] [KD 5.500 (5.716)] 2024-10-11 23:47:30,602 - Train: 3.74% [46800/1251000] [37.4/1000.0] [batch_t 0.213 (0.224)] [data_t 0.009] [optim_t 0.204] [lr 0.002990] [CE 5.135 (4.703)] [KD 5.775 (5.677)] 2024-10-11 23:47:41,602 - Train: 3.75% [46850/1251000] [37.5/1000.0] [batch_t 0.219 (0.220)] [data_t 0.009] [optim_t 0.209] [lr 0.002990] [CE 4.634 (4.749)] [KD 5.909 (5.786)] 2024-10-11 23:47:53,107 - Train: 3.75% [46900/1251000] [37.5/1000.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.002990] [CE 5.347 (4.678)] [KD 5.885 (5.646)] 2024-10-11 23:48:04,548 - Train: 3.75% [46950/1251000] [37.5/1000.0] [batch_t 0.213 (0.229)] [data_t 0.008] [optim_t 0.205] [lr 0.002990] [CE 4.187 (4.682)] [KD 5.578 (5.768)] 2024-10-11 23:48:15,980 - Train: 3.76% [47000/1251000] [37.6/1000.0] [batch_t 0.224 (0.228)] [data_t 0.009] [optim_t 0.214] [lr 0.002990] [CE 5.189 (4.688)] [KD 5.742 (5.695)] 2024-10-11 23:48:27,406 - Train: 3.76% [47050/1251000] [37.6/1000.0] [batch_t 0.218 (0.228)] [data_t 0.007] [optim_t 0.210] [lr 0.002990] [CE 4.101 (4.741)] [KD 5.647 (5.703)] 2024-10-11 23:48:39,192 - Train: 3.76% [47100/1251000] [37.6/1000.0] [batch_t 0.220 (0.236)] [data_t 0.008] [optim_t 0.212] [lr 0.002990] [CE 4.920 (4.623)] [KD 5.858 (5.669)] 2024-10-11 23:48:50,650 - Train: 3.77% [47150/1251000] [37.7/1000.0] [batch_t 0.230 (0.229)] [data_t 0.010] [optim_t 0.220] [lr 0.002990] [CE 4.638 (4.683)] [KD 5.694 (5.611)] 2024-10-11 23:49:02,203 - Train: 3.77% [47200/1251000] [37.7/1000.0] [batch_t 0.223 (0.231)] [data_t 0.010] [optim_t 0.213] [lr 0.002990] [CE 4.214 (4.612)] [KD 5.572 (5.691)] 2024-10-11 23:49:13,507 - Train: 3.78% [47250/1251000] [37.8/1000.0] [batch_t 0.234 (0.226)] [data_t 0.008] [optim_t 0.225] [lr 0.002990] [CE 4.701 (4.656)] [KD 5.693 (5.682)] 2024-10-11 23:49:24,966 - Train: 3.78% [47300/1251000] [37.8/1000.0] [batch_t 0.222 (0.229)] [data_t 0.010] [optim_t 0.212] [lr 0.002990] [CE 4.769 (4.622)] [KD 5.978 (5.700)] 2024-10-11 23:49:36,797 - Train: 3.78% [47350/1251000] [37.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.007] [optim_t 0.228] [lr 0.002990] [CE 4.678 (4.749)] [KD 5.691 (5.582)] 2024-10-11 23:49:48,416 - Train: 3.79% [47400/1251000] [37.9/1000.0] [batch_t 0.232 (0.232)] [data_t 0.008] [optim_t 0.225] [lr 0.002989] [CE 4.689 (4.666)] [KD 5.489 (5.590)] 2024-10-11 23:49:59,700 - Train: 3.79% [47450/1251000] [37.9/1000.0] [batch_t 0.221 (0.226)] [data_t 0.006] [optim_t 0.215] [lr 0.002989] [CE 4.619 (4.676)] [KD 5.796 (5.682)] 2024-10-11 23:50:11,405 - Train: 3.80% [47500/1251000] [38.0/1000.0] [batch_t 0.229 (0.234)] [data_t 0.006] [optim_t 0.223] [lr 0.002989] [CE 4.707 (4.710)] [KD 5.526 (5.662)] 2024-10-11 23:50:19,993 - ==> Total time: 3:12:12 Eta: 3 days, 9:06:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:50:26,299 - Train: 3.80% [47550/1251000] [38.0/1000.0] [batch_t 0.241 (0.265)] [data_t 0.009] [optim_t 0.232] [lr 0.002989] [CE 4.809 (4.622)] [KD 5.377 (5.508)] 2024-10-11 23:50:38,024 - Train: 3.80% [47600/1251000] [38.0/1000.0] [batch_t 0.219 (0.234)] [data_t 0.007] [optim_t 0.212] [lr 0.002989] [CE 4.069 (4.677)] [KD 5.221 (5.617)] 2024-10-11 23:50:49,368 - Train: 3.81% [47650/1251000] [38.1/1000.0] [batch_t 0.217 (0.227)] [data_t 0.009] [optim_t 0.209] [lr 0.002989] [CE 5.118 (4.691)] [KD 5.449 (5.623)] 2024-10-11 23:51:01,334 - Train: 3.81% [47700/1251000] [38.1/1000.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002989] [CE 4.407 (4.676)] [KD 5.335 (5.644)] 2024-10-11 23:51:12,897 - Train: 3.82% [47750/1251000] [38.2/1000.0] [batch_t 0.220 (0.231)] [data_t 0.008] [optim_t 0.213] [lr 0.002989] [CE 4.543 (4.724)] [KD 5.490 (5.582)] 2024-10-11 23:51:24,404 - Train: 3.82% [47800/1251000] [38.2/1000.0] [batch_t 0.213 (0.230)] [data_t 0.009] [optim_t 0.204] [lr 0.002989] [CE 4.421 (4.731)] [KD 5.529 (5.717)] 2024-10-11 23:51:36,103 - Train: 3.82% [47850/1251000] [38.2/1000.0] [batch_t 0.228 (0.234)] [data_t 0.010] [optim_t 0.218] [lr 0.002989] [CE 4.997 (4.666)] [KD 5.650 (5.700)] 2024-10-11 23:51:47,764 - Train: 3.83% [47900/1251000] [38.3/1000.0] [batch_t 0.213 (0.233)] [data_t 0.008] [optim_t 0.204] [lr 0.002989] [CE 4.454 (4.700)] [KD 5.512 (5.668)] 2024-10-11 23:51:59,077 - Train: 3.83% [47950/1251000] [38.3/1000.0] [batch_t 0.229 (0.226)] [data_t 0.009] [optim_t 0.220] [lr 0.002989] [CE 4.887 (4.684)] [KD 5.858 (5.656)] 2024-10-11 23:52:10,846 - Train: 3.84% [48000/1251000] [38.4/1000.0] [batch_t 0.226 (0.235)] [data_t 0.010] [optim_t 0.216] [lr 0.002989] [CE 4.908 (4.702)] [KD 5.847 (5.606)] 2024-10-11 23:52:22,452 - Train: 3.84% [48050/1251000] [38.4/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002989] [CE 4.425 (4.677)] [KD 5.495 (5.673)] 2024-10-11 23:52:34,372 - Train: 3.84% [48100/1251000] [38.4/1000.0] [batch_t 0.460 (0.238)] [data_t 0.009] [optim_t 0.451] [lr 0.002989] [CE 4.804 (4.757)] [KD 5.786 (5.701)] 2024-10-11 23:52:45,977 - Train: 3.85% [48150/1251000] [38.5/1000.0] [batch_t 0.239 (0.232)] [data_t 0.008] [optim_t 0.230] [lr 0.002989] [CE 4.635 (4.703)] [KD 5.431 (5.718)] 2024-10-11 23:52:57,441 - Train: 3.85% [48200/1251000] [38.5/1000.0] [batch_t 0.231 (0.229)] [data_t 0.007] [optim_t 0.224] [lr 0.002989] [CE 4.619 (4.677)] [KD 5.488 (5.617)] 2024-10-11 23:53:09,300 - Train: 3.86% [48250/1251000] [38.6/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.220] [lr 0.002989] [CE 4.807 (4.621)] [KD 5.585 (5.599)] 2024-10-11 23:53:21,151 - Train: 3.86% [48300/1251000] [38.6/1000.0] [batch_t 0.239 (0.237)] [data_t 0.007] [optim_t 0.232] [lr 0.002989] [CE 4.762 (4.705)] [KD 5.937 (5.672)] 2024-10-11 23:53:32,905 - Train: 3.86% [48350/1251000] [38.6/1000.0] [batch_t 0.214 (0.235)] [data_t 0.007] [optim_t 0.206] [lr 0.002989] [CE 4.502 (4.603)] [KD 5.705 (5.545)] 2024-10-11 23:53:44,926 - Train: 3.87% [48400/1251000] [38.7/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.002989] [CE 4.550 (4.728)] [KD 5.428 (5.693)] 2024-10-11 23:53:56,509 - Train: 3.87% [48450/1251000] [38.7/1000.0] [batch_t 0.222 (0.231)] [data_t 0.008] [optim_t 0.214] [lr 0.002989] [CE 4.920 (4.765)] [KD 5.711 (5.609)] 2024-10-11 23:54:07,776 - Train: 3.88% [48500/1251000] [38.8/1000.0] [batch_t 0.225 (0.225)] [data_t 0.006] [optim_t 0.219] [lr 0.002989] [CE 4.677 (4.690)] [KD 5.744 (5.562)] 2024-10-11 23:54:19,567 - Train: 3.88% [48550/1251000] [38.8/1000.0] [batch_t 0.225 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.002989] [CE 4.390 (4.699)] [KD 5.606 (5.672)] 2024-10-11 23:54:30,993 - Train: 3.88% [48600/1251000] [38.8/1000.0] [batch_t 0.211 (0.228)] [data_t 0.008] [optim_t 0.202] [lr 0.002989] [CE 5.362 (4.696)] [KD 5.659 (5.605)] 2024-10-11 23:54:42,172 - Train: 3.89% [48650/1251000] [38.9/1000.0] [batch_t 0.246 (0.223)] [data_t 0.006] [optim_t 0.240] [lr 0.002989] [CE 4.314 (4.719)] [KD 5.397 (5.583)] 2024-10-11 23:54:54,252 - Train: 3.89% [48700/1251000] [38.9/1000.0] [batch_t 0.216 (0.241)] [data_t 0.009] [optim_t 0.207] [lr 0.002989] [CE 4.333 (4.689)] [KD 5.356 (5.585)] 2024-10-11 23:55:05,834 - Train: 3.90% [48750/1251000] [39.0/1000.0] [batch_t 0.231 (0.231)] [data_t 0.007] [optim_t 0.224] [lr 0.002989] [CE 4.616 (4.680)] [KD 5.417 (5.610)] 2024-10-11 23:55:14,452 - ==> Total time: 3:17:07 Eta: 3 days, 8:57:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-11 23:55:20,097 - Train: 3.90% [48800/1251000] [39.0/1000.0] [batch_t 0.245 (0.274)] [data_t 0.007] [optim_t 0.238] [lr 0.002989] [CE 4.989 (4.811)] [KD 5.970 (5.609)] 2024-10-11 23:55:32,265 - Train: 3.90% [48850/1251000] [39.0/1000.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.212] [lr 0.002989] [CE 4.515 (4.623)] [KD 5.404 (5.565)] 2024-10-11 23:55:43,955 - Train: 3.91% [48900/1251000] [39.1/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.002989] [CE 4.791 (4.729)] [KD 5.623 (5.609)] 2024-10-11 23:55:55,579 - Train: 3.91% [48950/1251000] [39.1/1000.0] [batch_t 0.223 (0.232)] [data_t 0.007] [optim_t 0.216] [lr 0.002989] [CE 4.569 (4.680)] [KD 5.751 (5.562)] 2024-10-11 23:56:07,353 - Train: 3.92% [49000/1251000] [39.2/1000.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.212] [lr 0.002989] [CE 4.704 (4.660)] [KD 5.548 (5.627)] 2024-10-11 23:56:19,132 - Train: 3.92% [49050/1251000] [39.2/1000.0] [batch_t 0.218 (0.235)] [data_t 0.008] [optim_t 0.210] [lr 0.002989] [CE 4.733 (4.637)] [KD 5.734 (5.656)] 2024-10-11 23:56:30,644 - Train: 3.92% [49100/1251000] [39.2/1000.0] [batch_t 0.239 (0.230)] [data_t 0.009] [optim_t 0.230] [lr 0.002989] [CE 4.608 (4.718)] [KD 5.304 (5.550)] 2024-10-11 23:56:42,300 - Train: 3.93% [49150/1251000] [39.3/1000.0] [batch_t 0.217 (0.233)] [data_t 0.008] [optim_t 0.209] [lr 0.002989] [CE 4.766 (4.681)] [KD 5.475 (5.592)] 2024-10-11 23:56:53,813 - Train: 3.93% [49200/1251000] [39.3/1000.0] [batch_t 0.218 (0.230)] [data_t 0.011] [optim_t 0.207] [lr 0.002989] [CE 4.677 (4.671)] [KD 5.951 (5.608)] 2024-10-11 23:57:05,087 - Train: 3.94% [49250/1251000] [39.4/1000.0] [batch_t 0.229 (0.225)] [data_t 0.010] [optim_t 0.219] [lr 0.002989] [CE 4.737 (4.727)] [KD 5.273 (5.731)] 2024-10-11 23:57:16,604 - Train: 3.94% [49300/1251000] [39.4/1000.0] [batch_t 0.224 (0.230)] [data_t 0.010] [optim_t 0.213] [lr 0.002989] [CE 4.748 (4.626)] [KD 5.859 (5.558)] 2024-10-11 23:57:28,657 - Train: 3.94% [49350/1251000] [39.4/1000.0] [batch_t 0.221 (0.241)] [data_t 0.007] [optim_t 0.214] [lr 0.002989] [CE 4.724 (4.672)] [KD 5.634 (5.606)] 2024-10-11 23:57:39,932 - Train: 3.95% [49400/1251000] [39.5/1000.0] [batch_t 0.230 (0.225)] [data_t 0.009] [optim_t 0.221] [lr 0.002989] [CE 4.949 (4.680)] [KD 5.765 (5.669)] 2024-10-11 23:57:51,387 - Train: 3.95% [49450/1251000] [39.5/1000.0] [batch_t 0.228 (0.229)] [data_t 0.010] [optim_t 0.217] [lr 0.002989] [CE 4.660 (4.644)] [KD 5.503 (5.587)] 2024-10-11 23:58:03,146 - Train: 3.96% [49500/1251000] [39.6/1000.0] [batch_t 0.225 (0.235)] [data_t 0.008] [optim_t 0.217] [lr 0.002989] [CE 4.805 (4.678)] [KD 5.848 (5.628)] 2024-10-11 23:58:14,587 - Train: 3.96% [49550/1251000] [39.6/1000.0] [batch_t 0.218 (0.229)] [data_t 0.007] [optim_t 0.210] [lr 0.002989] [CE 4.821 (4.664)] [KD 5.758 (5.654)] 2024-10-11 23:58:25,802 - Train: 3.96% [49600/1251000] [39.6/1000.0] [batch_t 0.235 (0.224)] [data_t 0.007] [optim_t 0.228] [lr 0.002988] [CE 5.047 (4.748)] [KD 6.158 (5.667)] 2024-10-11 23:58:37,851 - Train: 3.97% [49650/1251000] [39.7/1000.0] [batch_t 0.209 (0.241)] [data_t 0.009] [optim_t 0.200] [lr 0.002988] [CE 4.625 (4.648)] [KD 5.488 (5.558)] 2024-10-11 23:58:49,171 - Train: 3.97% [49700/1251000] [39.7/1000.0] [batch_t 0.217 (0.226)] [data_t 0.007] [optim_t 0.209] [lr 0.002988] [CE 4.712 (4.632)] [KD 5.489 (5.484)] 2024-10-11 23:59:00,699 - Train: 3.98% [49750/1251000] [39.8/1000.0] [batch_t 0.232 (0.230)] [data_t 0.007] [optim_t 0.225] [lr 0.002988] [CE 4.697 (4.698)] [KD 5.492 (5.562)] 2024-10-11 23:59:12,568 - Train: 3.98% [49800/1251000] [39.8/1000.0] [batch_t 0.224 (0.237)] [data_t 0.010] [optim_t 0.214] [lr 0.002988] [CE 4.969 (4.693)] [KD 6.012 (5.622)] 2024-10-11 23:59:23,868 - Train: 3.98% [49850/1251000] [39.8/1000.0] [batch_t 0.231 (0.226)] [data_t 0.009] [optim_t 0.221] [lr 0.002988] [CE 4.667 (4.706)] [KD 5.774 (5.645)] 2024-10-11 23:59:35,459 - Train: 3.99% [49900/1251000] [39.9/1000.0] [batch_t 0.228 (0.232)] [data_t 0.010] [optim_t 0.218] [lr 0.002988] [CE 4.853 (4.720)] [KD 5.598 (5.595)] 2024-10-11 23:59:46,835 - Train: 3.99% [49950/1251000] [39.9/1000.0] [batch_t 0.225 (0.227)] [data_t 0.010] [optim_t 0.215] [lr 0.002988] [CE 4.584 (4.757)] [KD 5.487 (5.671)] 2024-10-11 23:59:58,341 - Train: 4.00% [50000/1251000] [40.0/1000.0] [batch_t 0.216 (0.230)] [data_t 0.008] [optim_t 0.207] [lr 0.002988] [CE 5.323 (4.670)] [KD 5.902 (5.621)] 2024-10-12 00:00:15,818 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.155)] [top1_cnt 32977] [top5_cnt 43667] [top_all 50000] 2024-10-12 00:00:15,819 - net: 65.954 (87.334) 2024-10-12 00:00:24,072 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.149)] [top1_cnt 35913] [top5_cnt 45247] [top_all 50000] 2024-10-12 00:00:24,073 - net_E: 71.826 (90.494) 2024-10-12 00:00:24,263 - Max [top1: 65.954 (epoch: 40)] [top1-ema: 71.826 (epoch: 40)] 2024-10-12 00:00:24,264 - ==> Total time: 3:22:17 Eta: 3 days, 8:54:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:00:46,061 - Train: 4.00% [50050/1251000] [40.0/1000.0] [batch_t 0.222 (0.300)] [data_t 0.008] [optim_t 0.214] [lr 0.002988] [CE 4.018 (4.632)] [KD 5.556 (5.555)] 2024-10-12 00:00:57,653 - Train: 4.00% [50100/1251000] [40.0/1000.0] [batch_t 0.228 (0.232)] [data_t 0.009] [optim_t 0.219] [lr 0.002988] [CE 4.626 (4.558)] [KD 5.606 (5.506)] 2024-10-12 00:01:09,232 - Train: 4.01% [50150/1251000] [40.1/1000.0] [batch_t 0.221 (0.231)] [data_t 0.007] [optim_t 0.214] [lr 0.002988] [CE 5.126 (4.745)] [KD 6.085 (5.640)] 2024-10-12 00:01:20,753 - Train: 4.01% [50200/1251000] [40.1/1000.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.002988] [CE 4.706 (4.604)] [KD 5.795 (5.573)] 2024-10-12 00:01:32,461 - Train: 4.02% [50250/1251000] [40.2/1000.0] [batch_t 0.210 (0.234)] [data_t 0.008] [optim_t 0.203] [lr 0.002988] [CE 4.541 (4.642)] [KD 5.177 (5.514)] 2024-10-12 00:01:43,731 - Train: 4.02% [50300/1251000] [40.2/1000.0] [batch_t 0.226 (0.225)] [data_t 0.010] [optim_t 0.216] [lr 0.002988] [CE 3.986 (4.647)] [KD 5.267 (5.494)] 2024-10-12 00:01:55,271 - Train: 4.02% [50350/1251000] [40.2/1000.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.204] [lr 0.002988] [CE 4.800 (4.681)] [KD 5.805 (5.658)] 2024-10-12 00:02:06,742 - Train: 4.03% [50400/1251000] [40.3/1000.0] [batch_t 0.224 (0.229)] [data_t 0.007] [optim_t 0.217] [lr 0.002988] [CE 4.566 (4.671)] [KD 5.770 (5.600)] 2024-10-12 00:02:18,723 - Train: 4.03% [50450/1251000] [40.3/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.002988] [CE 4.490 (4.627)] [KD 5.165 (5.602)] 2024-10-12 00:02:29,958 - Train: 4.04% [50500/1251000] [40.4/1000.0] [batch_t 0.216 (0.225)] [data_t 0.008] [optim_t 0.208] [lr 0.002988] [CE 4.202 (4.750)] [KD 5.474 (5.598)] 2024-10-12 00:02:41,655 - Train: 4.04% [50550/1251000] [40.4/1000.0] [batch_t 0.214 (0.234)] [data_t 0.009] [optim_t 0.204] [lr 0.002988] [CE 4.582 (4.654)] [KD 5.640 (5.596)] 2024-10-12 00:02:52,801 - Train: 4.04% [50600/1251000] [40.4/1000.0] [batch_t 0.221 (0.223)] [data_t 0.009] [optim_t 0.212] [lr 0.002988] [CE 4.841 (4.715)] [KD 5.816 (5.596)] 2024-10-12 00:03:04,640 - Train: 4.05% [50650/1251000] [40.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 4.858 (4.741)] [KD 5.630 (5.586)] 2024-10-12 00:03:16,507 - Train: 4.05% [50700/1251000] [40.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.007] [optim_t 0.225] [lr 0.002988] [CE 4.501 (4.739)] [KD 5.513 (5.567)] 2024-10-12 00:03:28,412 - Train: 4.06% [50750/1251000] [40.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.007] [optim_t 0.232] [lr 0.002988] [CE 4.612 (4.622)] [KD 5.671 (5.533)] 2024-10-12 00:03:39,725 - Train: 4.06% [50800/1251000] [40.6/1000.0] [batch_t 0.217 (0.226)] [data_t 0.010] [optim_t 0.208] [lr 0.002988] [CE 4.658 (4.717)] [KD 5.696 (5.676)] 2024-10-12 00:03:51,494 - Train: 4.06% [50850/1251000] [40.6/1000.0] [batch_t 0.254 (0.235)] [data_t 0.009] [optim_t 0.245] [lr 0.002988] [CE 5.041 (4.726)] [KD 5.357 (5.594)] 2024-10-12 00:04:02,790 - Train: 4.07% [50900/1251000] [40.7/1000.0] [batch_t 0.224 (0.226)] [data_t 0.009] [optim_t 0.215] [lr 0.002988] [CE 4.721 (4.656)] [KD 5.570 (5.550)] 2024-10-12 00:04:14,719 - Train: 4.07% [50950/1251000] [40.7/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.002988] [CE 4.551 (4.720)] [KD 5.983 (5.671)] 2024-10-12 00:04:26,349 - Train: 4.08% [51000/1251000] [40.8/1000.0] [batch_t 0.215 (0.232)] [data_t 0.009] [optim_t 0.206] [lr 0.002988] [CE 4.667 (4.636)] [KD 5.309 (5.573)] 2024-10-12 00:04:37,789 - Train: 4.08% [51050/1251000] [40.8/1000.0] [batch_t 0.230 (0.229)] [data_t 0.009] [optim_t 0.221] [lr 0.002988] [CE 4.560 (4.655)] [KD 5.371 (5.567)] 2024-10-12 00:04:49,274 - Train: 4.08% [51100/1251000] [40.8/1000.0] [batch_t 0.218 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.002988] [CE 4.689 (4.617)] [KD 5.408 (5.572)] 2024-10-12 00:05:00,701 - Train: 4.09% [51150/1251000] [40.9/1000.0] [batch_t 0.219 (0.228)] [data_t 0.010] [optim_t 0.210] [lr 0.002988] [CE 5.373 (4.754)] [KD 5.973 (5.582)] 2024-10-12 00:05:12,270 - Train: 4.09% [51200/1251000] [40.9/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.214] [lr 0.002988] [CE 4.915 (4.674)] [KD 5.620 (5.642)] 2024-10-12 00:05:24,016 - Train: 4.10% [51250/1251000] [41.0/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.216] [lr 0.002988] [CE 4.774 (4.621)] [KD 5.493 (5.555)] 2024-10-12 00:05:33,356 - ==> Total time: 3:27:26 Eta: 3 days, 8:51:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:05:39,587 - Train: 4.10% [51300/1251000] [41.0/1000.0] [batch_t 0.240 (0.292)] [data_t 0.010] [optim_t 0.230] [lr 0.002988] [CE 4.898 (4.715)] [KD 5.741 (5.553)] 2024-10-12 00:05:51,577 - Train: 4.10% [51350/1251000] [41.0/1000.0] [batch_t 0.223 (0.240)] [data_t 0.008] [optim_t 0.216] [lr 0.002988] [CE 4.509 (4.649)] [KD 5.630 (5.484)] 2024-10-12 00:06:03,290 - Train: 4.11% [51400/1251000] [41.1/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002988] [CE 5.020 (4.656)] [KD 5.719 (5.495)] 2024-10-12 00:06:15,119 - Train: 4.11% [51450/1251000] [41.1/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.217] [lr 0.002988] [CE 4.688 (4.655)] [KD 5.698 (5.534)] 2024-10-12 00:06:26,865 - Train: 4.12% [51500/1251000] [41.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.010] [optim_t 0.221] [lr 0.002988] [CE 4.591 (4.684)] [KD 5.683 (5.643)] 2024-10-12 00:06:39,011 - Train: 4.12% [51550/1251000] [41.2/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.002988] [CE 4.653 (4.690)] [KD 5.642 (5.638)] 2024-10-12 00:06:50,510 - Train: 4.12% [51600/1251000] [41.2/1000.0] [batch_t 0.224 (0.230)] [data_t 0.008] [optim_t 0.216] [lr 0.002988] [CE 4.940 (4.707)] [KD 5.875 (5.548)] 2024-10-12 00:07:02,270 - Train: 4.13% [51650/1251000] [41.3/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002988] [CE 4.607 (4.652)] [KD 5.261 (5.517)] 2024-10-12 00:07:13,795 - Train: 4.13% [51700/1251000] [41.3/1000.0] [batch_t 0.222 (0.230)] [data_t 0.010] [optim_t 0.212] [lr 0.002988] [CE 4.616 (4.724)] [KD 5.354 (5.627)] 2024-10-12 00:07:25,493 - Train: 4.14% [51750/1251000] [41.4/1000.0] [batch_t 0.211 (0.234)] [data_t 0.008] [optim_t 0.203] [lr 0.002987] [CE 5.346 (4.625)] [KD 5.447 (5.472)] 2024-10-12 00:07:37,276 - Train: 4.14% [51800/1251000] [41.4/1000.0] [batch_t 0.230 (0.235)] [data_t 0.010] [optim_t 0.220] [lr 0.002987] [CE 4.925 (4.638)] [KD 5.397 (5.508)] 2024-10-12 00:07:49,186 - Train: 4.14% [51850/1251000] [41.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002987] [CE 4.935 (4.675)] [KD 5.685 (5.498)] 2024-10-12 00:08:00,764 - Train: 4.15% [51900/1251000] [41.5/1000.0] [batch_t 0.226 (0.231)] [data_t 0.008] [optim_t 0.217] [lr 0.002987] [CE 4.580 (4.669)] [KD 5.504 (5.519)] 2024-10-12 00:08:12,859 - Train: 4.15% [51950/1251000] [41.5/1000.0] [batch_t 0.221 (0.242)] [data_t 0.007] [optim_t 0.214] [lr 0.002987] [CE 4.463 (4.587)] [KD 5.560 (5.433)] 2024-10-12 00:08:24,286 - Train: 4.16% [52000/1251000] [41.6/1000.0] [batch_t 0.221 (0.228)] [data_t 0.007] [optim_t 0.214] [lr 0.002987] [CE 4.895 (4.665)] [KD 5.487 (5.498)] 2024-10-12 00:08:35,913 - Train: 4.16% [52050/1251000] [41.6/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.211] [lr 0.002987] [CE 4.384 (4.695)] [KD 5.427 (5.603)] 2024-10-12 00:08:47,686 - Train: 4.16% [52100/1251000] [41.6/1000.0] [batch_t 0.404 (0.235)] [data_t 0.007] [optim_t 0.397] [lr 0.002987] [CE 5.133 (4.681)] [KD 5.939 (5.612)] 2024-10-12 00:08:59,051 - Train: 4.17% [52150/1251000] [41.7/1000.0] [batch_t 0.211 (0.227)] [data_t 0.007] [optim_t 0.203] [lr 0.002987] [CE 4.817 (4.675)] [KD 5.604 (5.596)] 2024-10-12 00:09:11,046 - Train: 4.17% [52200/1251000] [41.7/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002987] [CE 5.322 (4.807)] [KD 6.041 (5.648)] 2024-10-12 00:09:22,422 - Train: 4.18% [52250/1251000] [41.8/1000.0] [batch_t 0.218 (0.227)] [data_t 0.008] [optim_t 0.210] [lr 0.002987] [CE 4.914 (4.678)] [KD 5.622 (5.601)] 2024-10-12 00:09:34,388 - Train: 4.18% [52300/1251000] [41.8/1000.0] [batch_t 0.500 (0.239)] [data_t 0.008] [optim_t 0.491] [lr 0.002987] [CE 4.801 (4.701)] [KD 5.627 (5.592)] 2024-10-12 00:09:45,783 - Train: 4.18% [52350/1251000] [41.8/1000.0] [batch_t 0.210 (0.228)] [data_t 0.007] [optim_t 0.202] [lr 0.002987] [CE 4.745 (4.727)] [KD 5.636 (5.593)] 2024-10-12 00:09:57,109 - Train: 4.19% [52400/1251000] [41.9/1000.0] [batch_t 0.222 (0.226)] [data_t 0.007] [optim_t 0.215] [lr 0.002987] [CE 4.694 (4.709)] [KD 5.431 (5.683)] 2024-10-12 00:10:08,796 - Train: 4.19% [52450/1251000] [41.9/1000.0] [batch_t 0.215 (0.234)] [data_t 0.010] [optim_t 0.205] [lr 0.002987] [CE 5.144 (4.739)] [KD 5.772 (5.626)] 2024-10-12 00:10:20,921 - Train: 4.20% [52500/1251000] [42.0/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.002987] [CE 4.708 (4.697)] [KD 5.483 (5.655)] 2024-10-12 00:10:30,196 - ==> Total time: 3:32:22 Eta: 3 days, 8:44:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:10:35,260 - Train: 4.20% [52550/1251000] [42.0/1000.0] [batch_t 0.227 (0.298)] [data_t 0.009] [optim_t 0.218] [lr 0.002987] [CE 5.002 (4.843)] [KD 5.737 (5.631)] 2024-10-12 00:10:46,869 - Train: 4.20% [52600/1251000] [42.0/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.002987] [CE 4.889 (4.669)] [KD 5.392 (5.576)] 2024-10-12 00:10:58,536 - Train: 4.21% [52650/1251000] [42.1/1000.0] [batch_t 0.224 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.002987] [CE 4.483 (4.748)] [KD 5.692 (5.603)] 2024-10-12 00:11:10,837 - Train: 4.21% [52700/1251000] [42.1/1000.0] [batch_t 0.230 (0.246)] [data_t 0.006] [optim_t 0.224] [lr 0.002987] [CE 4.439 (4.653)] [KD 5.551 (5.555)] 2024-10-12 00:11:22,168 - Train: 4.22% [52750/1251000] [42.2/1000.0] [batch_t 0.241 (0.226)] [data_t 0.007] [optim_t 0.234] [lr 0.002987] [CE 4.691 (4.756)] [KD 5.573 (5.575)] 2024-10-12 00:11:34,133 - Train: 4.22% [52800/1251000] [42.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.006] [optim_t 0.235] [lr 0.002987] [CE 4.781 (4.685)] [KD 5.646 (5.494)] 2024-10-12 00:11:46,066 - Train: 4.22% [52850/1251000] [42.2/1000.0] [batch_t 0.222 (0.239)] [data_t 0.008] [optim_t 0.214] [lr 0.002987] [CE 4.905 (4.646)] [KD 5.583 (5.557)] 2024-10-12 00:11:57,469 - Train: 4.23% [52900/1251000] [42.3/1000.0] [batch_t 0.235 (0.228)] [data_t 0.008] [optim_t 0.227] [lr 0.002987] [CE 4.519 (4.665)] [KD 5.914 (5.600)] 2024-10-12 00:12:09,060 - Train: 4.23% [52950/1251000] [42.3/1000.0] [batch_t 0.220 (0.232)] [data_t 0.009] [optim_t 0.211] [lr 0.002987] [CE 4.139 (4.687)] [KD 5.189 (5.562)] 2024-10-12 00:12:21,227 - Train: 4.24% [53000/1251000] [42.4/1000.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.002987] [CE 4.612 (4.699)] [KD 5.958 (5.532)] 2024-10-12 00:12:33,008 - Train: 4.24% [53050/1251000] [42.4/1000.0] [batch_t 0.215 (0.235)] [data_t 0.008] [optim_t 0.207] [lr 0.002987] [CE 4.840 (4.710)] [KD 5.549 (5.634)] 2024-10-12 00:12:44,473 - Train: 4.24% [53100/1251000] [42.4/1000.0] [batch_t 0.221 (0.229)] [data_t 0.010] [optim_t 0.211] [lr 0.002987] [CE 4.630 (4.643)] [KD 5.393 (5.497)] 2024-10-12 00:12:55,961 - Train: 4.25% [53150/1251000] [42.5/1000.0] [batch_t 0.218 (0.230)] [data_t 0.010] [optim_t 0.208] [lr 0.002987] [CE 4.304 (4.622)] [KD 5.366 (5.489)] 2024-10-12 00:13:07,410 - Train: 4.25% [53200/1251000] [42.5/1000.0] [batch_t 0.212 (0.229)] [data_t 0.008] [optim_t 0.204] [lr 0.002987] [CE 4.869 (4.652)] [KD 5.945 (5.525)] 2024-10-12 00:13:19,213 - Train: 4.26% [53250/1251000] [42.6/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.221] [lr 0.002987] [CE 4.484 (4.702)] [KD 5.628 (5.555)] 2024-10-12 00:13:31,038 - Train: 4.26% [53300/1251000] [42.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.010] [optim_t 0.227] [lr 0.002987] [CE 4.584 (4.707)] [KD 5.632 (5.591)] 2024-10-12 00:13:42,786 - Train: 4.26% [53350/1251000] [42.6/1000.0] [batch_t 0.212 (0.235)] [data_t 0.008] [optim_t 0.204] [lr 0.002987] [CE 4.591 (4.781)] [KD 5.371 (5.718)] 2024-10-12 00:13:54,474 - Train: 4.27% [53400/1251000] [42.7/1000.0] [batch_t 0.218 (0.234)] [data_t 0.006] [optim_t 0.212] [lr 0.002987] [CE 4.825 (4.736)] [KD 5.857 (5.567)] 2024-10-12 00:14:06,155 - Train: 4.27% [53450/1251000] [42.7/1000.0] [batch_t 0.212 (0.233)] [data_t 0.006] [optim_t 0.206] [lr 0.002987] [CE 4.577 (4.609)] [KD 5.431 (5.513)] 2024-10-12 00:14:17,222 - Train: 4.28% [53500/1251000] [42.8/1000.0] [batch_t 0.214 (0.221)] [data_t 0.009] [optim_t 0.205] [lr 0.002987] [CE 4.841 (4.676)] [KD 5.617 (5.574)] 2024-10-12 00:14:28,468 - Train: 4.28% [53550/1251000] [42.8/1000.0] [batch_t 0.214 (0.225)] [data_t 0.009] [optim_t 0.205] [lr 0.002987] [CE 4.743 (4.727)] [KD 5.605 (5.667)] 2024-10-12 00:14:40,112 - Train: 4.28% [53600/1251000] [42.8/1000.0] [batch_t 0.215 (0.233)] [data_t 0.008] [optim_t 0.207] [lr 0.002987] [CE 4.370 (4.775)] [KD 5.258 (5.553)] 2024-10-12 00:14:51,507 - Train: 4.29% [53650/1251000] [42.9/1000.0] [batch_t 0.219 (0.228)] [data_t 0.009] [optim_t 0.209] [lr 0.002987] [CE 4.768 (4.676)] [KD 5.551 (5.616)] 2024-10-12 00:15:02,848 - Train: 4.29% [53700/1251000] [42.9/1000.0] [batch_t 0.221 (0.227)] [data_t 0.007] [optim_t 0.214] [lr 0.002987] [CE 5.344 (4.738)] [KD 6.087 (5.626)] 2024-10-12 00:15:14,090 - Train: 4.30% [53750/1251000] [43.0/1000.0] [batch_t 0.224 (0.225)] [data_t 0.009] [optim_t 0.215] [lr 0.002986] [CE 4.157 (4.594)] [KD 5.210 (5.479)] 2024-10-12 00:15:23,440 - ==> Total time: 3:37:16 Eta: 3 days, 8:35:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:15:28,136 - Train: 4.30% [53800/1251000] [43.0/1000.0] [batch_t 0.215 (0.303)] [data_t 0.009] [optim_t 0.206] [lr 0.002986] [CE 5.108 (4.779)] [KD 5.944 (5.678)] 2024-10-12 00:15:39,499 - Train: 4.30% [53850/1251000] [43.0/1000.0] [batch_t 0.212 (0.227)] [data_t 0.010] [optim_t 0.202] [lr 0.002986] [CE 4.318 (4.692)] [KD 5.666 (5.498)] 2024-10-12 00:15:50,940 - Train: 4.31% [53900/1251000] [43.1/1000.0] [batch_t 0.253 (0.229)] [data_t 0.010] [optim_t 0.243] [lr 0.002986] [CE 4.553 (4.628)] [KD 5.601 (5.556)] 2024-10-12 00:16:02,146 - Train: 4.31% [53950/1251000] [43.1/1000.0] [batch_t 0.217 (0.224)] [data_t 0.009] [optim_t 0.207] [lr 0.002986] [CE 4.820 (4.732)] [KD 5.519 (5.586)] 2024-10-12 00:16:13,143 - Train: 4.32% [54000/1251000] [43.2/1000.0] [batch_t 0.214 (0.220)] [data_t 0.008] [optim_t 0.206] [lr 0.002986] [CE 4.544 (4.657)] [KD 5.579 (5.600)] 2024-10-12 00:16:24,744 - Train: 4.32% [54050/1251000] [43.2/1000.0] [batch_t 0.425 (0.232)] [data_t 0.007] [optim_t 0.418] [lr 0.002986] [CE 4.842 (4.716)] [KD 5.455 (5.573)] 2024-10-12 00:16:36,249 - Train: 4.32% [54100/1251000] [43.2/1000.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.002986] [CE 4.693 (4.661)] [KD 5.850 (5.490)] 2024-10-12 00:16:48,449 - Train: 4.33% [54150/1251000] [43.3/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.002986] [CE 5.104 (4.630)] [KD 5.703 (5.479)] 2024-10-12 00:17:00,319 - Train: 4.33% [54200/1251000] [43.3/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.002986] [CE 4.686 (4.646)] [KD 5.243 (5.543)] 2024-10-12 00:17:11,882 - Train: 4.34% [54250/1251000] [43.4/1000.0] [batch_t 0.234 (0.231)] [data_t 0.007] [optim_t 0.227] [lr 0.002986] [CE 4.750 (4.639)] [KD 5.564 (5.573)] 2024-10-12 00:17:23,701 - Train: 4.34% [54300/1251000] [43.4/1000.0] [batch_t 0.243 (0.236)] [data_t 0.007] [optim_t 0.236] [lr 0.002986] [CE 4.770 (4.658)] [KD 5.550 (5.486)] 2024-10-12 00:17:36,123 - Train: 4.34% [54350/1251000] [43.4/1000.0] [batch_t 0.220 (0.248)] [data_t 0.010] [optim_t 0.210] [lr 0.002986] [CE 5.066 (4.696)] [KD 5.761 (5.553)] 2024-10-12 00:17:47,593 - Train: 4.35% [54400/1251000] [43.5/1000.0] [batch_t 0.221 (0.229)] [data_t 0.006] [optim_t 0.214] [lr 0.002986] [CE 4.139 (4.647)] [KD 5.471 (5.501)] 2024-10-12 00:17:59,570 - Train: 4.35% [54450/1251000] [43.5/1000.0] [batch_t 0.243 (0.239)] [data_t 0.008] [optim_t 0.235] [lr 0.002986] [CE 4.266 (4.690)] [KD 5.261 (5.572)] 2024-10-12 00:18:11,808 - Train: 4.36% [54500/1251000] [43.6/1000.0] [batch_t 0.214 (0.245)] [data_t 0.010] [optim_t 0.204] [lr 0.002986] [CE 4.537 (4.699)] [KD 5.581 (5.609)] 2024-10-12 00:18:23,912 - Train: 4.36% [54550/1251000] [43.6/1000.0] [batch_t 0.246 (0.242)] [data_t 0.010] [optim_t 0.236] [lr 0.002986] [CE 4.625 (4.706)] [KD 5.752 (5.587)] 2024-10-12 00:18:35,757 - Train: 4.36% [54600/1251000] [43.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002986] [CE 4.298 (4.688)] [KD 5.311 (5.528)] 2024-10-12 00:18:47,905 - Train: 4.37% [54650/1251000] [43.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.008] [optim_t 0.227] [lr 0.002986] [CE 4.197 (4.604)] [KD 5.244 (5.530)] 2024-10-12 00:18:59,711 - Train: 4.37% [54700/1251000] [43.7/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.002986] [CE 4.734 (4.703)] [KD 5.526 (5.549)] 2024-10-12 00:19:12,226 - Train: 4.38% [54750/1251000] [43.8/1000.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002986] [CE 4.610 (4.662)] [KD 5.745 (5.543)] 2024-10-12 00:19:24,273 - Train: 4.38% [54800/1251000] [43.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.002986] [CE 4.419 (4.698)] [KD 5.078 (5.467)] 2024-10-12 00:19:35,724 - Train: 4.38% [54850/1251000] [43.8/1000.0] [batch_t 0.226 (0.229)] [data_t 0.007] [optim_t 0.219] [lr 0.002986] [CE 4.786 (4.600)] [KD 5.480 (5.479)] 2024-10-12 00:19:47,603 - Train: 4.39% [54900/1251000] [43.9/1000.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002986] [CE 4.833 (4.708)] [KD 5.831 (5.543)] 2024-10-12 00:19:59,950 - Train: 4.39% [54950/1251000] [43.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.002986] [CE 5.189 (4.671)] [KD 5.726 (5.545)] 2024-10-12 00:20:11,380 - Train: 4.40% [55000/1251000] [44.0/1000.0] [batch_t 0.234 (0.228)] [data_t 0.009] [optim_t 0.225] [lr 0.002986] [CE 4.689 (4.660)] [KD 5.607 (5.547)] 2024-10-12 00:20:21,294 - ==> Total time: 3:42:14 Eta: 3 days, 8:28:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:20:26,072 - Train: 4.40% [55050/1251000] [44.0/1000.0] [batch_t 0.429 (0.341)] [data_t 0.007] [optim_t 0.422] [lr 0.002986] [CE 4.502 (4.727)] [KD 5.223 (5.490)] 2024-10-12 00:20:37,693 - Train: 4.40% [55100/1251000] [44.0/1000.0] [batch_t 0.218 (0.232)] [data_t 0.009] [optim_t 0.209] [lr 0.002986] [CE 4.991 (4.584)] [KD 5.701 (5.457)] 2024-10-12 00:20:49,290 - Train: 4.41% [55150/1251000] [44.1/1000.0] [batch_t 0.227 (0.232)] [data_t 0.008] [optim_t 0.219] [lr 0.002986] [CE 4.555 (4.634)] [KD 5.460 (5.497)] 2024-10-12 00:21:00,993 - Train: 4.41% [55200/1251000] [44.1/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.002986] [CE 5.093 (4.645)] [KD 5.614 (5.582)] 2024-10-12 00:21:12,606 - Train: 4.42% [55250/1251000] [44.2/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.002986] [CE 4.447 (4.692)] [KD 5.541 (5.536)] 2024-10-12 00:21:24,296 - Train: 4.42% [55300/1251000] [44.2/1000.0] [batch_t 0.218 (0.234)] [data_t 0.010] [optim_t 0.208] [lr 0.002986] [CE 4.648 (4.617)] [KD 5.379 (5.549)] 2024-10-12 00:21:36,046 - Train: 4.42% [55350/1251000] [44.2/1000.0] [batch_t 0.218 (0.235)] [data_t 0.007] [optim_t 0.211] [lr 0.002986] [CE 4.622 (4.647)] [KD 5.692 (5.500)] 2024-10-12 00:21:47,540 - Train: 4.43% [55400/1251000] [44.3/1000.0] [batch_t 0.247 (0.230)] [data_t 0.008] [optim_t 0.239] [lr 0.002986] [CE 4.314 (4.713)] [KD 5.443 (5.468)] 2024-10-12 00:21:58,837 - Train: 4.43% [55450/1251000] [44.3/1000.0] [batch_t 0.234 (0.226)] [data_t 0.011] [optim_t 0.223] [lr 0.002986] [CE 4.636 (4.732)] [KD 5.639 (5.586)] 2024-10-12 00:22:10,617 - Train: 4.44% [55500/1251000] [44.4/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002986] [CE 4.852 (4.614)] [KD 5.548 (5.456)] 2024-10-12 00:22:21,997 - Train: 4.44% [55550/1251000] [44.4/1000.0] [batch_t 0.257 (0.227)] [data_t 0.007] [optim_t 0.250] [lr 0.002986] [CE 5.234 (4.688)] [KD 5.890 (5.545)] 2024-10-12 00:22:33,560 - Train: 4.44% [55600/1251000] [44.4/1000.0] [batch_t 0.227 (0.231)] [data_t 0.008] [optim_t 0.219] [lr 0.002986] [CE 4.516 (4.648)] [KD 5.211 (5.467)] 2024-10-12 00:22:45,015 - Train: 4.45% [55650/1251000] [44.5/1000.0] [batch_t 0.223 (0.229)] [data_t 0.008] [optim_t 0.215] [lr 0.002986] [CE 4.418 (4.596)] [KD 5.501 (5.533)] 2024-10-12 00:22:56,734 - Train: 4.45% [55700/1251000] [44.5/1000.0] [batch_t 0.216 (0.234)] [data_t 0.008] [optim_t 0.209] [lr 0.002985] [CE 4.702 (4.718)] [KD 5.801 (5.561)] 2024-10-12 00:23:08,285 - Train: 4.46% [55750/1251000] [44.6/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.211] [lr 0.002985] [CE 4.576 (4.679)] [KD 5.560 (5.585)] 2024-10-12 00:23:19,904 - Train: 4.46% [55800/1251000] [44.6/1000.0] [batch_t 0.224 (0.232)] [data_t 0.010] [optim_t 0.215] [lr 0.002985] [CE 4.798 (4.630)] [KD 5.587 (5.385)] 2024-10-12 00:23:30,994 - Train: 4.46% [55850/1251000] [44.6/1000.0] [batch_t 0.220 (0.222)] [data_t 0.010] [optim_t 0.211] [lr 0.002985] [CE 5.009 (4.729)] [KD 5.539 (5.456)] 2024-10-12 00:23:43,063 - Train: 4.47% [55900/1251000] [44.7/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.002985] [CE 4.828 (4.664)] [KD 5.779 (5.582)] 2024-10-12 00:23:54,591 - Train: 4.47% [55950/1251000] [44.7/1000.0] [batch_t 0.230 (0.230)] [data_t 0.010] [optim_t 0.219] [lr 0.002985] [CE 4.717 (4.659)] [KD 5.417 (5.531)] 2024-10-12 00:24:06,511 - Train: 4.48% [56000/1251000] [44.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.006] [optim_t 0.226] [lr 0.002985] [CE 4.741 (4.677)] [KD 5.471 (5.591)] 2024-10-12 00:24:18,477 - Train: 4.48% [56050/1251000] [44.8/1000.0] [batch_t 0.222 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.002985] [CE 5.234 (4.653)] [KD 5.921 (5.527)] 2024-10-12 00:24:30,305 - Train: 4.48% [56100/1251000] [44.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.008] [optim_t 0.224] [lr 0.002985] [CE 4.577 (4.709)] [KD 5.372 (5.565)] 2024-10-12 00:24:42,108 - Train: 4.49% [56150/1251000] [44.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.010] [optim_t 0.223] [lr 0.002985] [CE 4.727 (4.719)] [KD 5.567 (5.673)] 2024-10-12 00:24:53,394 - Train: 4.49% [56200/1251000] [44.9/1000.0] [batch_t 0.226 (0.226)] [data_t 0.009] [optim_t 0.217] [lr 0.002985] [CE 4.689 (4.655)] [KD 5.560 (5.493)] 2024-10-12 00:25:04,964 - Train: 4.50% [56250/1251000] [45.0/1000.0] [batch_t 0.226 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.002985] [CE 4.374 (4.591)] [KD 5.384 (5.412)] 2024-10-12 00:25:23,789 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.149)] [top1_cnt 33490] [top5_cnt 44119] [top_all 50000] 2024-10-12 00:25:23,790 - net: 66.980 (88.238) 2024-10-12 00:25:33,114 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.171)] [top1_cnt 36278] [top5_cnt 45430] [top_all 50000] 2024-10-12 00:25:33,114 - net_E: 72.556 (90.860) 2024-10-12 00:25:33,299 - Max [top1: 66.980 (epoch: 45)] [top1-ema: 72.556 (epoch: 45)] 2024-10-12 00:25:33,300 - ==> Total time: 3:47:26 Eta: 3 days, 8:26:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:25:57,614 - Train: 4.50% [56300/1251000] [45.0/1000.0] [batch_t 0.225 (0.383)] [data_t 0.007] [optim_t 0.218] [lr 0.002985] [CE 4.775 (4.814)] [KD 5.520 (5.433)] 2024-10-12 00:26:09,425 - Train: 4.50% [56350/1251000] [45.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002985] [CE 4.373 (4.616)] [KD 5.345 (5.381)] 2024-10-12 00:26:20,728 - Train: 4.51% [56400/1251000] [45.1/1000.0] [batch_t 0.230 (0.226)] [data_t 0.009] [optim_t 0.221] [lr 0.002985] [CE 4.386 (4.699)] [KD 5.277 (5.543)] 2024-10-12 00:26:32,347 - Train: 4.51% [56450/1251000] [45.1/1000.0] [batch_t 0.246 (0.232)] [data_t 0.009] [optim_t 0.236] [lr 0.002985] [CE 4.843 (4.660)] [KD 5.551 (5.455)] 2024-10-12 00:26:44,296 - Train: 4.52% [56500/1251000] [45.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.010] [optim_t 0.231] [lr 0.002985] [CE 4.683 (4.600)] [KD 5.273 (5.445)] 2024-10-12 00:26:56,123 - Train: 4.52% [56550/1251000] [45.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002985] [CE 4.759 (4.637)] [KD 5.359 (5.441)] 2024-10-12 00:27:07,223 - Train: 4.52% [56600/1251000] [45.2/1000.0] [batch_t 0.218 (0.222)] [data_t 0.008] [optim_t 0.210] [lr 0.002985] [CE 4.706 (4.660)] [KD 5.546 (5.466)] 2024-10-12 00:27:19,086 - Train: 4.53% [56650/1251000] [45.3/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.224] [lr 0.002985] [CE 4.602 (4.614)] [KD 5.308 (5.426)] 2024-10-12 00:27:30,663 - Train: 4.53% [56700/1251000] [45.3/1000.0] [batch_t 0.414 (0.231)] [data_t 0.008] [optim_t 0.406] [lr 0.002985] [CE 4.451 (4.598)] [KD 5.705 (5.467)] 2024-10-12 00:27:42,091 - Train: 4.54% [56750/1251000] [45.4/1000.0] [batch_t 0.230 (0.228)] [data_t 0.009] [optim_t 0.221] [lr 0.002985] [CE 4.887 (4.647)] [KD 5.853 (5.541)] 2024-10-12 00:27:53,747 - Train: 4.54% [56800/1251000] [45.4/1000.0] [batch_t 0.220 (0.233)] [data_t 0.008] [optim_t 0.213] [lr 0.002985] [CE 5.009 (4.683)] [KD 5.264 (5.458)] 2024-10-12 00:28:05,584 - Train: 4.54% [56850/1251000] [45.4/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.218] [lr 0.002985] [CE 4.735 (4.663)] [KD 5.468 (5.440)] 2024-10-12 00:28:16,987 - Train: 4.55% [56900/1251000] [45.5/1000.0] [batch_t 0.229 (0.228)] [data_t 0.009] [optim_t 0.220] [lr 0.002985] [CE 4.477 (4.636)] [KD 5.319 (5.473)] 2024-10-12 00:28:28,710 - Train: 4.55% [56950/1251000] [45.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.225] [lr 0.002985] [CE 5.279 (4.678)] [KD 5.883 (5.536)] 2024-10-12 00:28:39,972 - Train: 4.56% [57000/1251000] [45.6/1000.0] [batch_t 0.233 (0.225)] [data_t 0.006] [optim_t 0.227] [lr 0.002985] [CE 4.837 (4.702)] [KD 5.625 (5.512)] 2024-10-12 00:28:51,403 - Train: 4.56% [57050/1251000] [45.6/1000.0] [batch_t 0.217 (0.228)] [data_t 0.010] [optim_t 0.206] [lr 0.002985] [CE 5.049 (4.619)] [KD 5.602 (5.512)] 2024-10-12 00:29:02,901 - Train: 4.56% [57100/1251000] [45.6/1000.0] [batch_t 0.211 (0.230)] [data_t 0.009] [optim_t 0.202] [lr 0.002985] [CE 4.593 (4.765)] [KD 5.344 (5.532)] 2024-10-12 00:29:14,482 - Train: 4.57% [57150/1251000] [45.7/1000.0] [batch_t 0.224 (0.231)] [data_t 0.008] [optim_t 0.215] [lr 0.002985] [CE 5.007 (4.651)] [KD 5.551 (5.515)] 2024-10-12 00:29:25,825 - Train: 4.57% [57200/1251000] [45.7/1000.0] [batch_t 0.220 (0.227)] [data_t 0.009] [optim_t 0.211] [lr 0.002985] [CE 4.929 (4.675)] [KD 5.632 (5.541)] 2024-10-12 00:29:38,299 - Train: 4.58% [57250/1251000] [45.8/1000.0] [batch_t 0.242 (0.249)] [data_t 0.008] [optim_t 0.234] [lr 0.002985] [CE 4.555 (4.734)] [KD 5.285 (5.542)] 2024-10-12 00:29:49,981 - Train: 4.58% [57300/1251000] [45.8/1000.0] [batch_t 0.538 (0.233)] [data_t 0.009] [optim_t 0.529] [lr 0.002985] [CE 4.825 (4.612)] [KD 5.476 (5.448)] 2024-10-12 00:30:01,473 - Train: 4.58% [57350/1251000] [45.8/1000.0] [batch_t 0.232 (0.230)] [data_t 0.006] [optim_t 0.226] [lr 0.002985] [CE 4.956 (4.638)] [KD 5.529 (5.435)] 2024-10-12 00:30:13,604 - Train: 4.59% [57400/1251000] [45.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.002985] [CE 4.535 (4.647)] [KD 5.427 (5.534)] 2024-10-12 00:30:25,662 - Train: 4.59% [57450/1251000] [45.9/1000.0] [batch_t 0.242 (0.241)] [data_t 0.008] [optim_t 0.234] [lr 0.002985] [CE 4.717 (4.670)] [KD 5.481 (5.550)] 2024-10-12 00:30:37,258 - Train: 4.60% [57500/1251000] [46.0/1000.0] [batch_t 0.226 (0.232)] [data_t 0.006] [optim_t 0.220] [lr 0.002985] [CE 4.444 (4.642)] [KD 5.237 (5.509)] 2024-10-12 00:30:47,853 - ==> Total time: 3:52:40 Eta: 3 days, 8:25:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:30:52,611 - Train: 4.60% [57550/1251000] [46.0/1000.0] [batch_t 0.219 (0.343)] [data_t 0.008] [optim_t 0.211] [lr 0.002985] [CE 4.969 (4.693)] [KD 5.510 (5.604)] 2024-10-12 00:31:04,245 - Train: 4.60% [57600/1251000] [46.0/1000.0] [batch_t 0.221 (0.232)] [data_t 0.010] [optim_t 0.212] [lr 0.002984] [CE 5.153 (4.744)] [KD 5.784 (5.527)] 2024-10-12 00:31:16,040 - Train: 4.61% [57650/1251000] [46.1/1000.0] [batch_t 0.424 (0.236)] [data_t 0.007] [optim_t 0.417] [lr 0.002984] [CE 4.823 (4.746)] [KD 5.275 (5.488)] 2024-10-12 00:31:27,624 - Train: 4.61% [57700/1251000] [46.1/1000.0] [batch_t 0.223 (0.232)] [data_t 0.010] [optim_t 0.213] [lr 0.002984] [CE 4.619 (4.703)] [KD 5.063 (5.481)] 2024-10-12 00:31:39,348 - Train: 4.62% [57750/1251000] [46.2/1000.0] [batch_t 0.227 (0.234)] [data_t 0.007] [optim_t 0.220] [lr 0.002984] [CE 4.857 (4.624)] [KD 5.507 (5.363)] 2024-10-12 00:31:50,889 - Train: 4.62% [57800/1251000] [46.2/1000.0] [batch_t 0.232 (0.231)] [data_t 0.009] [optim_t 0.223] [lr 0.002984] [CE 4.836 (4.669)] [KD 5.232 (5.493)] 2024-10-12 00:32:02,717 - Train: 4.62% [57850/1251000] [46.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.002984] [CE 4.441 (4.596)] [KD 5.142 (5.369)] 2024-10-12 00:32:14,244 - Train: 4.63% [57900/1251000] [46.3/1000.0] [batch_t 0.239 (0.230)] [data_t 0.010] [optim_t 0.229] [lr 0.002984] [CE 4.734 (4.646)] [KD 5.450 (5.493)] 2024-10-12 00:32:25,870 - Train: 4.63% [57950/1251000] [46.3/1000.0] [batch_t 0.222 (0.232)] [data_t 0.006] [optim_t 0.216] [lr 0.002984] [CE 4.309 (4.650)] [KD 5.047 (5.478)] 2024-10-12 00:32:37,126 - Train: 4.64% [58000/1251000] [46.4/1000.0] [batch_t 0.223 (0.225)] [data_t 0.010] [optim_t 0.214] [lr 0.002984] [CE 4.493 (4.609)] [KD 5.388 (5.497)] 2024-10-12 00:32:48,829 - Train: 4.64% [58050/1251000] [46.4/1000.0] [batch_t 0.228 (0.234)] [data_t 0.010] [optim_t 0.217] [lr 0.002984] [CE 4.780 (4.659)] [KD 5.608 (5.501)] 2024-10-12 00:33:00,636 - Train: 4.64% [58100/1251000] [46.4/1000.0] [batch_t 0.564 (0.236)] [data_t 0.009] [optim_t 0.554] [lr 0.002984] [CE 4.966 (4.614)] [KD 5.806 (5.597)] 2024-10-12 00:33:12,086 - Train: 4.65% [58150/1251000] [46.5/1000.0] [batch_t 0.221 (0.229)] [data_t 0.008] [optim_t 0.213] [lr 0.002984] [CE 4.384 (4.639)] [KD 5.430 (5.480)] 2024-10-12 00:33:23,418 - Train: 4.65% [58200/1251000] [46.5/1000.0] [batch_t 0.224 (0.226)] [data_t 0.009] [optim_t 0.216] [lr 0.002984] [CE 4.782 (4.607)] [KD 5.451 (5.459)] 2024-10-12 00:33:35,027 - Train: 4.66% [58250/1251000] [46.6/1000.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.213] [lr 0.002984] [CE 4.973 (4.675)] [KD 5.413 (5.540)] 2024-10-12 00:33:46,192 - Train: 4.66% [58300/1251000] [46.6/1000.0] [batch_t 0.231 (0.223)] [data_t 0.007] [optim_t 0.223] [lr 0.002984] [CE 4.764 (4.663)] [KD 5.524 (5.488)] 2024-10-12 00:33:57,826 - Train: 4.66% [58350/1251000] [46.6/1000.0] [batch_t 0.221 (0.233)] [data_t 0.010] [optim_t 0.211] [lr 0.002984] [CE 4.965 (4.583)] [KD 5.544 (5.456)] 2024-10-12 00:34:09,834 - Train: 4.67% [58400/1251000] [46.7/1000.0] [batch_t 0.218 (0.240)] [data_t 0.010] [optim_t 0.208] [lr 0.002984] [CE 4.786 (4.627)] [KD 5.667 (5.442)] 2024-10-12 00:34:21,098 - Train: 4.67% [58450/1251000] [46.7/1000.0] [batch_t 0.232 (0.225)] [data_t 0.009] [optim_t 0.223] [lr 0.002984] [CE 4.596 (4.684)] [KD 5.830 (5.512)] 2024-10-12 00:34:32,577 - Train: 4.68% [58500/1251000] [46.8/1000.0] [batch_t 0.253 (0.229)] [data_t 0.008] [optim_t 0.245] [lr 0.002984] [CE 4.745 (4.687)] [KD 5.646 (5.560)] 2024-10-12 00:34:44,224 - Train: 4.68% [58550/1251000] [46.8/1000.0] [batch_t 0.234 (0.233)] [data_t 0.008] [optim_t 0.226] [lr 0.002984] [CE 4.872 (4.678)] [KD 5.874 (5.535)] 2024-10-12 00:34:55,371 - Train: 4.68% [58600/1251000] [46.8/1000.0] [batch_t 0.229 (0.223)] [data_t 0.010] [optim_t 0.219] [lr 0.002984] [CE 4.923 (4.703)] [KD 5.473 (5.572)] 2024-10-12 00:35:06,814 - Train: 4.69% [58650/1251000] [46.9/1000.0] [batch_t 0.213 (0.229)] [data_t 0.009] [optim_t 0.204] [lr 0.002984] [CE 4.612 (4.606)] [KD 5.429 (5.518)] 2024-10-12 00:35:18,848 - Train: 4.69% [58700/1251000] [46.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.006] [optim_t 0.232] [lr 0.002984] [CE 4.424 (4.725)] [KD 5.362 (5.543)] 2024-10-12 00:35:29,968 - Train: 4.70% [58750/1251000] [47.0/1000.0] [batch_t 0.220 (0.222)] [data_t 0.007] [optim_t 0.214] [lr 0.002984] [CE 3.890 (4.672)] [KD 4.903 (5.475)] 2024-10-12 00:35:40,326 - ==> Total time: 3:57:33 Eta: 3 days, 8:16:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:35:44,788 - Train: 4.70% [58800/1251000] [47.0/1000.0] [batch_t 0.230 (0.400)] [data_t 0.008] [optim_t 0.222] [lr 0.002984] [CE 4.662 (4.499)] [KD 5.512 (5.479)] 2024-10-12 00:35:56,405 - Train: 4.70% [58850/1251000] [47.0/1000.0] [batch_t 0.223 (0.232)] [data_t 0.008] [optim_t 0.215] [lr 0.002984] [CE 4.714 (4.687)] [KD 5.845 (5.594)] 2024-10-12 00:36:08,082 - Train: 4.71% [58900/1251000] [47.1/1000.0] [batch_t 0.217 (0.233)] [data_t 0.006] [optim_t 0.211] [lr 0.002984] [CE 5.048 (4.690)] [KD 5.484 (5.473)] 2024-10-12 00:36:19,462 - Train: 4.71% [58950/1251000] [47.1/1000.0] [batch_t 0.429 (0.227)] [data_t 0.008] [optim_t 0.421] [lr 0.002984] [CE 4.141 (4.776)] [KD 5.463 (5.568)] 2024-10-12 00:36:31,435 - Train: 4.72% [59000/1251000] [47.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002984] [CE 4.924 (4.668)] [KD 5.651 (5.468)] 2024-10-12 00:36:43,363 - Train: 4.72% [59050/1251000] [47.2/1000.0] [batch_t 0.230 (0.238)] [data_t 0.008] [optim_t 0.222] [lr 0.002984] [CE 4.956 (4.647)] [KD 5.390 (5.413)] 2024-10-12 00:36:54,668 - Train: 4.72% [59100/1251000] [47.2/1000.0] [batch_t 0.225 (0.226)] [data_t 0.008] [optim_t 0.217] [lr 0.002984] [CE 4.289 (4.669)] [KD 5.339 (5.429)] 2024-10-12 00:37:06,145 - Train: 4.73% [59150/1251000] [47.3/1000.0] [batch_t 0.227 (0.229)] [data_t 0.007] [optim_t 0.220] [lr 0.002984] [CE 4.836 (4.701)] [KD 5.331 (5.459)] 2024-10-12 00:37:17,662 - Train: 4.73% [59200/1251000] [47.3/1000.0] [batch_t 0.221 (0.230)] [data_t 0.007] [optim_t 0.214] [lr 0.002984] [CE 5.149 (4.667)] [KD 5.513 (5.473)] 2024-10-12 00:37:29,243 - Train: 4.74% [59250/1251000] [47.4/1000.0] [batch_t 0.241 (0.231)] [data_t 0.006] [optim_t 0.234] [lr 0.002984] [CE 4.668 (4.633)] [KD 5.455 (5.387)] 2024-10-12 00:37:40,815 - Train: 4.74% [59300/1251000] [47.4/1000.0] [batch_t 0.221 (0.231)] [data_t 0.007] [optim_t 0.215] [lr 0.002984] [CE 4.876 (4.739)] [KD 5.633 (5.478)] 2024-10-12 00:37:52,896 - Train: 4.74% [59350/1251000] [47.4/1000.0] [batch_t 0.222 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.002984] [CE 4.318 (4.729)] [KD 5.213 (5.598)] 2024-10-12 00:38:04,373 - Train: 4.75% [59400/1251000] [47.5/1000.0] [batch_t 0.243 (0.229)] [data_t 0.009] [optim_t 0.234] [lr 0.002984] [CE 4.819 (4.657)] [KD 5.755 (5.515)] 2024-10-12 00:38:15,956 - Train: 4.75% [59450/1251000] [47.5/1000.0] [batch_t 0.236 (0.231)] [data_t 0.008] [optim_t 0.228] [lr 0.002983] [CE 4.924 (4.671)] [KD 5.760 (5.371)] 2024-10-12 00:38:27,769 - Train: 4.76% [59500/1251000] [47.6/1000.0] [batch_t 0.245 (0.236)] [data_t 0.007] [optim_t 0.238] [lr 0.002983] [CE 4.691 (4.654)] [KD 5.424 (5.510)] 2024-10-12 00:38:39,476 - Train: 4.76% [59550/1251000] [47.6/1000.0] [batch_t 0.216 (0.234)] [data_t 0.010] [optim_t 0.206] [lr 0.002983] [CE 4.949 (4.713)] [KD 5.452 (5.504)] 2024-10-12 00:38:50,839 - Train: 4.76% [59600/1251000] [47.6/1000.0] [batch_t 0.230 (0.227)] [data_t 0.009] [optim_t 0.222] [lr 0.002983] [CE 4.442 (4.654)] [KD 5.443 (5.464)] 2024-10-12 00:39:03,323 - Train: 4.77% [59650/1251000] [47.7/1000.0] [batch_t 0.231 (0.249)] [data_t 0.006] [optim_t 0.224] [lr 0.002983] [CE 4.847 (4.671)] [KD 5.368 (5.393)] 2024-10-12 00:39:14,859 - Train: 4.77% [59700/1251000] [47.7/1000.0] [batch_t 0.229 (0.231)] [data_t 0.010] [optim_t 0.220] [lr 0.002983] [CE 3.910 (4.686)] [KD 5.129 (5.445)] 2024-10-12 00:39:26,179 - Train: 4.78% [59750/1251000] [47.8/1000.0] [batch_t 0.225 (0.226)] [data_t 0.007] [optim_t 0.218] [lr 0.002983] [CE 4.976 (4.599)] [KD 5.422 (5.446)] 2024-10-12 00:39:37,886 - Train: 4.78% [59800/1251000] [47.8/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.002983] [CE 4.782 (4.612)] [KD 5.361 (5.498)] 2024-10-12 00:39:49,670 - Train: 4.78% [59850/1251000] [47.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.668 (4.697)] [KD 5.472 (5.534)] 2024-10-12 00:40:01,123 - Train: 4.79% [59900/1251000] [47.9/1000.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.212] [lr 0.002983] [CE 5.128 (4.638)] [KD 5.728 (5.425)] 2024-10-12 00:40:12,968 - Train: 4.79% [59950/1251000] [47.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002983] [CE 4.287 (4.647)] [KD 5.075 (5.434)] 2024-10-12 00:40:25,466 - Train: 4.80% [60000/1251000] [48.0/1000.0] [batch_t 0.229 (0.250)] [data_t 0.007] [optim_t 0.223] [lr 0.002983] [CE 4.556 (4.701)] [KD 5.312 (5.480)] 2024-10-12 00:40:36,458 - ==> Total time: 4:02:29 Eta: 3 days, 8:09:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:40:40,872 - Train: 4.80% [60050/1251000] [48.0/1000.0] [batch_t 0.218 (0.556)] [data_t 0.007] [optim_t 0.211] [lr 0.002983] [CE 4.916 (4.875)] [KD 5.437 (5.579)] 2024-10-12 00:40:52,580 - Train: 4.80% [60100/1251000] [48.0/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.225] [lr 0.002983] [CE 4.826 (4.618)] [KD 5.561 (5.487)] 2024-10-12 00:41:04,363 - Train: 4.81% [60150/1251000] [48.1/1000.0] [batch_t 0.222 (0.235)] [data_t 0.008] [optim_t 0.214] [lr 0.002983] [CE 4.326 (4.615)] [KD 5.176 (5.409)] 2024-10-12 00:41:16,384 - Train: 4.81% [60200/1251000] [48.1/1000.0] [batch_t 0.221 (0.240)] [data_t 0.008] [optim_t 0.212] [lr 0.002983] [CE 4.529 (4.739)] [KD 5.667 (5.605)] 2024-10-12 00:41:27,662 - Train: 4.82% [60250/1251000] [48.2/1000.0] [batch_t 0.220 (0.225)] [data_t 0.009] [optim_t 0.211] [lr 0.002983] [CE 5.009 (4.648)] [KD 5.740 (5.493)] 2024-10-12 00:41:39,313 - Train: 4.82% [60300/1251000] [48.2/1000.0] [batch_t 0.218 (0.233)] [data_t 0.010] [optim_t 0.208] [lr 0.002983] [CE 4.500 (4.613)] [KD 5.318 (5.514)] 2024-10-12 00:41:51,243 - Train: 4.82% [60350/1251000] [48.2/1000.0] [batch_t 0.215 (0.238)] [data_t 0.010] [optim_t 0.206] [lr 0.002983] [CE 4.685 (4.716)] [KD 5.462 (5.599)] 2024-10-12 00:42:02,846 - Train: 4.83% [60400/1251000] [48.3/1000.0] [batch_t 0.236 (0.232)] [data_t 0.008] [optim_t 0.228] [lr 0.002983] [CE 4.441 (4.634)] [KD 5.260 (5.458)] 2024-10-12 00:42:14,313 - Train: 4.83% [60450/1251000] [48.3/1000.0] [batch_t 0.226 (0.229)] [data_t 0.008] [optim_t 0.218] [lr 0.002983] [CE 4.721 (4.669)] [KD 5.529 (5.463)] 2024-10-12 00:42:26,426 - Train: 4.84% [60500/1251000] [48.4/1000.0] [batch_t 0.224 (0.242)] [data_t 0.007] [optim_t 0.217] [lr 0.002983] [CE 4.161 (4.641)] [KD 5.228 (5.412)] 2024-10-12 00:42:38,180 - Train: 4.84% [60550/1251000] [48.4/1000.0] [batch_t 0.214 (0.235)] [data_t 0.008] [optim_t 0.206] [lr 0.002983] [CE 4.631 (4.640)] [KD 5.647 (5.511)] 2024-10-12 00:42:49,900 - Train: 4.84% [60600/1251000] [48.4/1000.0] [batch_t 0.221 (0.234)] [data_t 0.010] [optim_t 0.211] [lr 0.002983] [CE 4.641 (4.607)] [KD 5.562 (5.566)] 2024-10-12 00:43:01,586 - Train: 4.85% [60650/1251000] [48.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002983] [CE 4.339 (4.767)] [KD 5.257 (5.513)] 2024-10-12 00:43:13,257 - Train: 4.85% [60700/1251000] [48.5/1000.0] [batch_t 0.223 (0.233)] [data_t 0.011] [optim_t 0.212] [lr 0.002983] [CE 4.720 (4.642)] [KD 5.554 (5.521)] 2024-10-12 00:43:24,695 - Train: 4.86% [60750/1251000] [48.6/1000.0] [batch_t 0.219 (0.229)] [data_t 0.009] [optim_t 0.210] [lr 0.002983] [CE 5.083 (4.718)] [KD 5.548 (5.563)] 2024-10-12 00:43:36,572 - Train: 4.86% [60800/1251000] [48.6/1000.0] [batch_t 0.222 (0.237)] [data_t 0.010] [optim_t 0.212] [lr 0.002983] [CE 4.836 (4.725)] [KD 5.504 (5.514)] 2024-10-12 00:43:48,221 - Train: 4.86% [60850/1251000] [48.6/1000.0] [batch_t 0.209 (0.233)] [data_t 0.009] [optim_t 0.199] [lr 0.002983] [CE 4.693 (4.599)] [KD 5.522 (5.443)] 2024-10-12 00:43:59,581 - Train: 4.87% [60900/1251000] [48.7/1000.0] [batch_t 0.214 (0.227)] [data_t 0.010] [optim_t 0.205] [lr 0.002983] [CE 4.250 (4.574)] [KD 5.467 (5.422)] 2024-10-12 00:44:11,682 - Train: 4.87% [60950/1251000] [48.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002983] [CE 4.535 (4.635)] [KD 5.801 (5.536)] 2024-10-12 00:44:23,176 - Train: 4.88% [61000/1251000] [48.8/1000.0] [batch_t 0.222 (0.230)] [data_t 0.011] [optim_t 0.211] [lr 0.002983] [CE 4.638 (4.645)] [KD 5.708 (5.622)] 2024-10-12 00:44:34,387 - Train: 4.88% [61050/1251000] [48.8/1000.0] [batch_t 0.221 (0.224)] [data_t 0.009] [optim_t 0.212] [lr 0.002983] [CE 4.515 (4.729)] [KD 5.690 (5.602)] 2024-10-12 00:44:46,164 - Train: 4.88% [61100/1251000] [48.8/1000.0] [batch_t 0.214 (0.235)] [data_t 0.009] [optim_t 0.205] [lr 0.002983] [CE 4.829 (4.726)] [KD 5.199 (5.499)] 2024-10-12 00:44:58,014 - Train: 4.89% [61150/1251000] [48.9/1000.0] [batch_t 0.208 (0.237)] [data_t 0.007] [optim_t 0.201] [lr 0.002983] [CE 4.865 (4.669)] [KD 5.598 (5.471)] 2024-10-12 00:45:09,623 - Train: 4.89% [61200/1251000] [48.9/1000.0] [batch_t 0.217 (0.232)] [data_t 0.010] [optim_t 0.207] [lr 0.002982] [CE 4.675 (4.686)] [KD 5.476 (5.553)] 2024-10-12 00:45:21,286 - Train: 4.90% [61250/1251000] [49.0/1000.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.002982] [CE 4.698 (4.582)] [KD 5.440 (5.523)] 2024-10-12 00:45:32,188 - ==> Total time: 4:07:24 Eta: 3 days, 8:01:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:45:35,875 - Train: 4.90% [61300/1251000] [49.0/1000.0] [batch_t 0.951 (0.951)] [data_t 0.698] [optim_t 0.253] [lr 0.002982] [CE 4.602 (4.602)] [KD 5.386 (5.386)] 2024-10-12 00:45:47,490 - Train: 4.90% [61350/1251000] [49.0/1000.0] [batch_t 0.410 (0.232)] [data_t 0.007] [optim_t 0.402] [lr 0.002982] [CE 4.692 (4.646)] [KD 5.630 (5.419)] 2024-10-12 00:45:59,519 - Train: 4.91% [61400/1251000] [49.1/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.002982] [CE 5.061 (4.619)] [KD 5.728 (5.458)] 2024-10-12 00:46:11,761 - Train: 4.91% [61450/1251000] [49.1/1000.0] [batch_t 0.248 (0.245)] [data_t 0.007] [optim_t 0.241] [lr 0.002982] [CE 4.380 (4.695)] [KD 5.434 (5.457)] 2024-10-12 00:46:23,235 - Train: 4.92% [61500/1251000] [49.2/1000.0] [batch_t 0.239 (0.229)] [data_t 0.007] [optim_t 0.231] [lr 0.002982] [CE 3.781 (4.641)] [KD 5.021 (5.371)] 2024-10-12 00:46:35,129 - Train: 4.92% [61550/1251000] [49.2/1000.0] [batch_t 0.214 (0.238)] [data_t 0.010] [optim_t 0.204] [lr 0.002982] [CE 5.147 (4.686)] [KD 5.624 (5.476)] 2024-10-12 00:46:46,595 - Train: 4.92% [61600/1251000] [49.2/1000.0] [batch_t 0.227 (0.229)] [data_t 0.009] [optim_t 0.217] [lr 0.002982] [CE 5.095 (4.733)] [KD 5.538 (5.508)] 2024-10-12 00:46:58,368 - Train: 4.93% [61650/1251000] [49.3/1000.0] [batch_t 0.238 (0.235)] [data_t 0.010] [optim_t 0.228] [lr 0.002982] [CE 5.238 (4.686)] [KD 5.504 (5.404)] 2024-10-12 00:47:10,451 - Train: 4.93% [61700/1251000] [49.3/1000.0] [batch_t 0.225 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.002982] [CE 4.820 (4.600)] [KD 5.362 (5.375)] 2024-10-12 00:47:22,061 - Train: 4.94% [61750/1251000] [49.4/1000.0] [batch_t 0.219 (0.232)] [data_t 0.010] [optim_t 0.209] [lr 0.002982] [CE 4.411 (4.658)] [KD 5.382 (5.523)] 2024-10-12 00:47:33,741 - Train: 4.94% [61800/1251000] [49.4/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.002982] [CE 4.263 (4.643)] [KD 5.073 (5.388)] 2024-10-12 00:47:45,573 - Train: 4.94% [61850/1251000] [49.4/1000.0] [batch_t 0.219 (0.236)] [data_t 0.007] [optim_t 0.212] [lr 0.002982] [CE 5.411 (4.723)] [KD 6.010 (5.548)] 2024-10-12 00:47:56,802 - Train: 4.95% [61900/1251000] [49.5/1000.0] [batch_t 0.228 (0.224)] [data_t 0.009] [optim_t 0.219] [lr 0.002982] [CE 4.779 (4.688)] [KD 5.609 (5.501)] 2024-10-12 00:48:08,539 - Train: 4.95% [61950/1251000] [49.5/1000.0] [batch_t 0.460 (0.235)] [data_t 0.006] [optim_t 0.454] [lr 0.002982] [CE 4.266 (4.642)] [KD 4.983 (5.332)] 2024-10-12 00:48:20,305 - Train: 4.96% [62000/1251000] [49.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.002982] [CE 4.614 (4.658)] [KD 5.216 (5.436)] 2024-10-12 00:48:32,328 - Train: 4.96% [62050/1251000] [49.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.002982] [CE 4.611 (4.609)] [KD 5.665 (5.469)] 2024-10-12 00:48:44,043 - Train: 4.96% [62100/1251000] [49.6/1000.0] [batch_t 0.249 (0.234)] [data_t 0.006] [optim_t 0.243] [lr 0.002982] [CE 4.510 (4.627)] [KD 5.373 (5.436)] 2024-10-12 00:48:55,684 - Train: 4.97% [62150/1251000] [49.7/1000.0] [batch_t 0.229 (0.233)] [data_t 0.010] [optim_t 0.218] [lr 0.002982] [CE 4.176 (4.661)] [KD 5.160 (5.439)] 2024-10-12 00:49:07,198 - Train: 4.97% [62200/1251000] [49.7/1000.0] [batch_t 0.223 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.002982] [CE 5.136 (4.730)] [KD 5.285 (5.535)] 2024-10-12 00:49:19,367 - Train: 4.98% [62250/1251000] [49.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002982] [CE 4.533 (4.615)] [KD 5.524 (5.372)] 2024-10-12 00:49:30,978 - Train: 4.98% [62300/1251000] [49.8/1000.0] [batch_t 0.212 (0.232)] [data_t 0.006] [optim_t 0.206] [lr 0.002982] [CE 4.360 (4.645)] [KD 5.191 (5.452)] 2024-10-12 00:49:42,406 - Train: 4.98% [62350/1251000] [49.8/1000.0] [batch_t 0.228 (0.228)] [data_t 0.010] [optim_t 0.218] [lr 0.002982] [CE 4.999 (4.653)] [KD 5.388 (5.428)] 2024-10-12 00:49:53,691 - Train: 4.99% [62400/1251000] [49.9/1000.0] [batch_t 0.221 (0.225)] [data_t 0.007] [optim_t 0.213] [lr 0.002982] [CE 4.465 (4.617)] [KD 5.180 (5.428)] 2024-10-12 00:50:05,967 - Train: 4.99% [62450/1251000] [49.9/1000.0] [batch_t 0.240 (0.245)] [data_t 0.010] [optim_t 0.230] [lr 0.002982] [CE 4.711 (4.701)] [KD 5.233 (5.548)] 2024-10-12 00:50:17,559 - Train: 5.00% [62500/1251000] [50.0/1000.0] [batch_t 0.222 (0.232)] [data_t 0.007] [optim_t 0.215] [lr 0.002982] [CE 4.231 (4.657)] [KD 5.104 (5.374)] 2024-10-12 00:50:28,868 - Train: 5.00% [62550/1251000] [50.0/1000.0] [batch_t 0.200 (0.226)] [data_t 0.007] [optim_t 0.193] [lr 0.002982] [CE 5.203 (4.667)] [KD 5.734 (5.431)] 2024-10-12 00:50:37,415 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 33120] [top5_cnt 43784] [top_all 50000] 2024-10-12 00:50:37,416 - net: 66.240 (87.568) 2024-10-12 00:50:46,073 - Test (net_E): 100.00% [50/50] [batch_t 0.061 (0.157)] [top1_cnt 36486] [top5_cnt 45536] [top_all 50000] 2024-10-12 00:50:46,074 - net_E: 72.972 (91.072) 2024-10-12 00:50:46,294 - Max [top1: 66.980 (epoch: 45)] [top1-ema: 72.972 (epoch: 50)] 2024-10-12 00:50:46,295 - ==> Total time: 4:12:39 Eta: 3 days, 8:00:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:51:09,921 - Train: 5.00% [62600/1251000] [50.0/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.221] [lr 0.002982] [CE 4.763 (4.693)] [KD 5.424 (5.384)] 2024-10-12 00:51:21,318 - Train: 5.01% [62650/1251000] [50.1/1000.0] [batch_t 0.216 (0.228)] [data_t 0.010] [optim_t 0.207] [lr 0.002982] [CE 4.725 (4.617)] [KD 5.544 (5.350)] 2024-10-12 00:51:32,922 - Train: 5.01% [62700/1251000] [50.1/1000.0] [batch_t 0.214 (0.232)] [data_t 0.006] [optim_t 0.208] [lr 0.002982] [CE 4.580 (4.605)] [KD 5.447 (5.414)] 2024-10-12 00:51:44,672 - Train: 5.02% [62750/1251000] [50.2/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002982] [CE 4.945 (4.685)] [KD 5.613 (5.408)] 2024-10-12 00:51:55,854 - Train: 5.02% [62800/1251000] [50.2/1000.0] [batch_t 0.219 (0.223)] [data_t 0.007] [optim_t 0.211] [lr 0.002982] [CE 4.340 (4.557)] [KD 5.202 (5.424)] 2024-10-12 00:52:07,538 - Train: 5.02% [62850/1251000] [50.2/1000.0] [batch_t 0.205 (0.234)] [data_t 0.007] [optim_t 0.198] [lr 0.002982] [CE 4.826 (4.641)] [KD 5.675 (5.361)] 2024-10-12 00:52:18,770 - Train: 5.03% [62900/1251000] [50.3/1000.0] [batch_t 0.215 (0.224)] [data_t 0.008] [optim_t 0.207] [lr 0.002982] [CE 4.179 (4.644)] [KD 5.081 (5.444)] 2024-10-12 00:52:29,989 - Train: 5.03% [62950/1251000] [50.3/1000.0] [batch_t 0.214 (0.224)] [data_t 0.009] [optim_t 0.205] [lr 0.002981] [CE 5.031 (4.721)] [KD 5.722 (5.480)] 2024-10-12 00:52:41,585 - Train: 5.04% [63000/1251000] [50.4/1000.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.002981] [CE 4.896 (4.671)] [KD 5.777 (5.469)] 2024-10-12 00:52:53,211 - Train: 5.04% [63050/1251000] [50.4/1000.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.002981] [CE 4.869 (4.734)] [KD 5.438 (5.561)] 2024-10-12 00:53:04,779 - Train: 5.04% [63100/1251000] [50.4/1000.0] [batch_t 0.235 (0.231)] [data_t 0.006] [optim_t 0.230] [lr 0.002981] [CE 4.545 (4.684)] [KD 5.246 (5.420)] 2024-10-12 00:53:16,696 - Train: 5.05% [63150/1251000] [50.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.231] [lr 0.002981] [CE 4.857 (4.654)] [KD 5.418 (5.421)] 2024-10-12 00:53:28,064 - Train: 5.05% [63200/1251000] [50.5/1000.0] [batch_t 0.221 (0.227)] [data_t 0.010] [optim_t 0.211] [lr 0.002981] [CE 4.717 (4.585)] [KD 5.491 (5.365)] 2024-10-12 00:53:39,277 - Train: 5.06% [63250/1251000] [50.6/1000.0] [batch_t 0.223 (0.224)] [data_t 0.009] [optim_t 0.214] [lr 0.002981] [CE 4.813 (4.637)] [KD 5.786 (5.482)] 2024-10-12 00:53:50,498 - Train: 5.06% [63300/1251000] [50.6/1000.0] [batch_t 0.206 (0.224)] [data_t 0.006] [optim_t 0.200] [lr 0.002981] [CE 4.144 (4.653)] [KD 5.239 (5.474)] 2024-10-12 00:54:02,362 - Train: 5.06% [63350/1251000] [50.6/1000.0] [batch_t 0.224 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.002981] [CE 5.040 (4.622)] [KD 5.837 (5.491)] 2024-10-12 00:54:13,844 - Train: 5.07% [63400/1251000] [50.7/1000.0] [batch_t 0.232 (0.229)] [data_t 0.011] [optim_t 0.221] [lr 0.002981] [CE 4.728 (4.657)] [KD 5.568 (5.495)] 2024-10-12 00:54:25,415 - Train: 5.07% [63450/1251000] [50.7/1000.0] [batch_t 0.232 (0.231)] [data_t 0.006] [optim_t 0.225] [lr 0.002981] [CE 4.554 (4.616)] [KD 5.425 (5.404)] 2024-10-12 00:54:36,671 - Train: 5.08% [63500/1251000] [50.8/1000.0] [batch_t 0.229 (0.225)] [data_t 0.009] [optim_t 0.220] [lr 0.002981] [CE 4.640 (4.670)] [KD 5.205 (5.504)] 2024-10-12 00:54:48,147 - Train: 5.08% [63550/1251000] [50.8/1000.0] [batch_t 0.220 (0.229)] [data_t 0.010] [optim_t 0.210] [lr 0.002981] [CE 4.556 (4.606)] [KD 5.443 (5.456)] 2024-10-12 00:54:59,290 - Train: 5.08% [63600/1251000] [50.8/1000.0] [batch_t 0.221 (0.223)] [data_t 0.010] [optim_t 0.211] [lr 0.002981] [CE 4.788 (4.719)] [KD 5.712 (5.502)] 2024-10-12 00:55:11,161 - Train: 5.09% [63650/1251000] [50.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.010] [optim_t 0.221] [lr 0.002981] [CE 5.342 (4.705)] [KD 5.776 (5.526)] 2024-10-12 00:55:22,925 - Train: 5.09% [63700/1251000] [50.9/1000.0] [batch_t 0.214 (0.235)] [data_t 0.007] [optim_t 0.208] [lr 0.002981] [CE 4.092 (4.567)] [KD 5.210 (5.359)] 2024-10-12 00:55:34,952 - Train: 5.10% [63750/1251000] [51.0/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.002981] [CE 4.197 (4.684)] [KD 5.082 (5.368)] 2024-10-12 00:55:46,286 - Train: 5.10% [63800/1251000] [51.0/1000.0] [batch_t 0.216 (0.227)] [data_t 0.007] [optim_t 0.209] [lr 0.002981] [CE 4.402 (4.633)] [KD 5.142 (5.439)] 2024-10-12 00:55:46,498 - ==> Total time: 4:17:39 Eta: 3 days, 7:54:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 00:56:01,212 - Train: 5.10% [63850/1251000] [51.0/1000.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.002981] [CE 4.165 (4.646)] [KD 5.266 (5.304)] 2024-10-12 00:56:13,343 - Train: 5.11% [63900/1251000] [51.1/1000.0] [batch_t 0.227 (0.242)] [data_t 0.007] [optim_t 0.220] [lr 0.002981] [CE 4.934 (4.686)] [KD 5.668 (5.307)] 2024-10-12 00:56:25,267 - Train: 5.11% [63950/1251000] [51.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002981] [CE 4.428 (4.699)] [KD 5.256 (5.403)] 2024-10-12 00:56:36,962 - Train: 5.12% [64000/1251000] [51.2/1000.0] [batch_t 0.262 (0.234)] [data_t 0.009] [optim_t 0.253] [lr 0.002981] [CE 4.990 (4.697)] [KD 5.549 (5.440)] 2024-10-12 00:56:49,041 - Train: 5.12% [64050/1251000] [51.2/1000.0] [batch_t 0.220 (0.241)] [data_t 0.009] [optim_t 0.211] [lr 0.002981] [CE 4.429 (4.600)] [KD 4.880 (5.366)] 2024-10-12 00:57:00,352 - Train: 5.12% [64100/1251000] [51.2/1000.0] [batch_t 0.216 (0.226)] [data_t 0.009] [optim_t 0.207] [lr 0.002981] [CE 4.216 (4.649)] [KD 5.307 (5.409)] 2024-10-12 00:57:11,717 - Train: 5.13% [64150/1251000] [51.3/1000.0] [batch_t 0.224 (0.227)] [data_t 0.010] [optim_t 0.214] [lr 0.002981] [CE 4.273 (4.689)] [KD 5.440 (5.495)] 2024-10-12 00:57:23,674 - Train: 5.13% [64200/1251000] [51.3/1000.0] [batch_t 0.224 (0.239)] [data_t 0.010] [optim_t 0.214] [lr 0.002981] [CE 4.922 (4.645)] [KD 5.432 (5.398)] 2024-10-12 00:57:35,429 - Train: 5.14% [64250/1251000] [51.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.227] [lr 0.002981] [CE 4.766 (4.691)] [KD 5.452 (5.470)] 2024-10-12 00:57:46,950 - Train: 5.14% [64300/1251000] [51.4/1000.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.002981] [CE 4.126 (4.600)] [KD 5.196 (5.346)] 2024-10-12 00:57:58,846 - Train: 5.14% [64350/1251000] [51.4/1000.0] [batch_t 0.388 (0.238)] [data_t 0.009] [optim_t 0.379] [lr 0.002981] [CE 4.115 (4.598)] [KD 5.271 (5.418)] 2024-10-12 00:58:10,238 - Train: 5.15% [64400/1251000] [51.5/1000.0] [batch_t 0.233 (0.228)] [data_t 0.008] [optim_t 0.224] [lr 0.002981] [CE 4.899 (4.699)] [KD 5.584 (5.509)] 2024-10-12 00:58:21,624 - Train: 5.15% [64450/1251000] [51.5/1000.0] [batch_t 0.230 (0.228)] [data_t 0.009] [optim_t 0.221] [lr 0.002981] [CE 4.798 (4.628)] [KD 5.380 (5.403)] 2024-10-12 00:58:33,436 - Train: 5.16% [64500/1251000] [51.6/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.002981] [CE 5.289 (4.579)] [KD 5.811 (5.452)] 2024-10-12 00:58:45,124 - Train: 5.16% [64550/1251000] [51.6/1000.0] [batch_t 0.216 (0.234)] [data_t 0.009] [optim_t 0.207] [lr 0.002981] [CE 4.684 (4.701)] [KD 5.373 (5.460)] 2024-10-12 00:58:56,376 - Train: 5.16% [64600/1251000] [51.6/1000.0] [batch_t 0.224 (0.225)] [data_t 0.008] [optim_t 0.217] [lr 0.002981] [CE 4.230 (4.716)] [KD 5.193 (5.532)] 2024-10-12 00:59:08,252 - Train: 5.17% [64650/1251000] [51.7/1000.0] [batch_t 0.403 (0.237)] [data_t 0.010] [optim_t 0.393] [lr 0.002980] [CE 4.727 (4.721)] [KD 5.734 (5.458)] 2024-10-12 00:59:19,870 - Train: 5.17% [64700/1251000] [51.7/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002980] [CE 4.643 (4.632)] [KD 5.572 (5.416)] 2024-10-12 00:59:31,084 - Train: 5.18% [64750/1251000] [51.8/1000.0] [batch_t 0.221 (0.224)] [data_t 0.009] [optim_t 0.212] [lr 0.002980] [CE 4.384 (4.605)] [KD 5.032 (5.412)] 2024-10-12 00:59:42,606 - Train: 5.18% [64800/1251000] [51.8/1000.0] [batch_t 0.238 (0.230)] [data_t 0.010] [optim_t 0.228] [lr 0.002980] [CE 4.629 (4.672)] [KD 5.420 (5.362)] 2024-10-12 00:59:54,255 - Train: 5.18% [64850/1251000] [51.8/1000.0] [batch_t 0.214 (0.233)] [data_t 0.007] [optim_t 0.206] [lr 0.002980] [CE 5.106 (4.648)] [KD 5.551 (5.457)] 2024-10-12 01:00:05,866 - Train: 5.19% [64900/1251000] [51.9/1000.0] [batch_t 0.215 (0.232)] [data_t 0.008] [optim_t 0.207] [lr 0.002980] [CE 4.772 (4.596)] [KD 5.364 (5.367)] 2024-10-12 01:00:17,571 - Train: 5.19% [64950/1251000] [51.9/1000.0] [batch_t 0.218 (0.234)] [data_t 0.006] [optim_t 0.212] [lr 0.002980] [CE 5.142 (4.628)] [KD 5.541 (5.519)] 2024-10-12 01:00:29,310 - Train: 5.20% [65000/1251000] [52.0/1000.0] [batch_t 0.218 (0.235)] [data_t 0.009] [optim_t 0.209] [lr 0.002980] [CE 5.137 (4.707)] [KD 6.201 (5.494)] 2024-10-12 01:00:40,248 - Train: 5.20% [65050/1251000] [52.0/1000.0] [batch_t 0.209 (0.219)] [data_t 0.006] [optim_t 0.203] [lr 0.002980] [CE 4.250 (4.674)] [KD 5.488 (5.500)] 2024-10-12 01:00:40,684 - ==> Total time: 4:22:33 Eta: 3 days, 7:46:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:00:55,204 - Train: 5.20% [65100/1251000] [52.0/1000.0] [batch_t 0.232 (0.243)] [data_t 0.006] [optim_t 0.225] [lr 0.002980] [CE 4.822 (4.650)] [KD 5.436 (5.410)] 2024-10-12 01:01:07,671 - Train: 5.21% [65150/1251000] [52.1/1000.0] [batch_t 0.219 (0.249)] [data_t 0.007] [optim_t 0.212] [lr 0.002980] [CE 4.535 (4.635)] [KD 5.355 (5.336)] 2024-10-12 01:01:19,161 - Train: 5.21% [65200/1251000] [52.1/1000.0] [batch_t 0.220 (0.230)] [data_t 0.009] [optim_t 0.211] [lr 0.002980] [CE 4.575 (4.641)] [KD 5.504 (5.405)] 2024-10-12 01:01:30,439 - Train: 5.22% [65250/1251000] [52.2/1000.0] [batch_t 0.233 (0.225)] [data_t 0.009] [optim_t 0.224] [lr 0.002980] [CE 4.883 (4.636)] [KD 5.499 (5.384)] 2024-10-12 01:01:41,933 - Train: 5.22% [65300/1251000] [52.2/1000.0] [batch_t 0.221 (0.230)] [data_t 0.008] [optim_t 0.213] [lr 0.002980] [CE 4.439 (4.642)] [KD 5.108 (5.342)] 2024-10-12 01:01:53,465 - Train: 5.22% [65350/1251000] [52.2/1000.0] [batch_t 0.220 (0.230)] [data_t 0.010] [optim_t 0.211] [lr 0.002980] [CE 4.604 (4.661)] [KD 5.416 (5.350)] 2024-10-12 01:02:04,770 - Train: 5.23% [65400/1251000] [52.3/1000.0] [batch_t 0.211 (0.226)] [data_t 0.010] [optim_t 0.202] [lr 0.002980] [CE 4.926 (4.660)] [KD 5.739 (5.377)] 2024-10-12 01:02:16,172 - Train: 5.23% [65450/1251000] [52.3/1000.0] [batch_t 0.215 (0.228)] [data_t 0.010] [optim_t 0.206] [lr 0.002980] [CE 4.628 (4.669)] [KD 5.364 (5.387)] 2024-10-12 01:02:27,616 - Train: 5.24% [65500/1251000] [52.4/1000.0] [batch_t 0.216 (0.229)] [data_t 0.007] [optim_t 0.208] [lr 0.002980] [CE 4.986 (4.597)] [KD 5.834 (5.416)] 2024-10-12 01:02:39,384 - Train: 5.24% [65550/1251000] [52.4/1000.0] [batch_t 0.218 (0.235)] [data_t 0.006] [optim_t 0.211] [lr 0.002980] [CE 4.622 (4.659)] [KD 5.360 (5.545)] 2024-10-12 01:02:50,986 - Train: 5.24% [65600/1251000] [52.4/1000.0] [batch_t 0.223 (0.232)] [data_t 0.010] [optim_t 0.213] [lr 0.002980] [CE 4.879 (4.679)] [KD 5.729 (5.592)] 2024-10-12 01:03:02,221 - Train: 5.25% [65650/1251000] [52.5/1000.0] [batch_t 0.218 (0.225)] [data_t 0.007] [optim_t 0.211] [lr 0.002980] [CE 4.703 (4.718)] [KD 5.324 (5.555)] 2024-10-12 01:03:13,761 - Train: 5.25% [65700/1251000] [52.5/1000.0] [batch_t 0.215 (0.231)] [data_t 0.008] [optim_t 0.207] [lr 0.002980] [CE 4.961 (4.641)] [KD 5.646 (5.377)] 2024-10-12 01:03:25,708 - Train: 5.26% [65750/1251000] [52.6/1000.0] [batch_t 0.437 (0.239)] [data_t 0.010] [optim_t 0.427] [lr 0.002980] [CE 4.892 (4.686)] [KD 5.281 (5.322)] 2024-10-12 01:03:37,342 - Train: 5.26% [65800/1251000] [52.6/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.002980] [CE 4.688 (4.662)] [KD 5.593 (5.399)] 2024-10-12 01:03:48,599 - Train: 5.26% [65850/1251000] [52.6/1000.0] [batch_t 0.225 (0.225)] [data_t 0.009] [optim_t 0.216] [lr 0.002980] [CE 4.630 (4.641)] [KD 5.575 (5.426)] 2024-10-12 01:03:59,821 - Train: 5.27% [65900/1251000] [52.7/1000.0] [batch_t 0.210 (0.224)] [data_t 0.006] [optim_t 0.203] [lr 0.002980] [CE 4.245 (4.639)] [KD 4.964 (5.382)] 2024-10-12 01:04:11,483 - Train: 5.27% [65950/1251000] [52.7/1000.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.002980] [CE 4.752 (4.661)] [KD 5.389 (5.397)] 2024-10-12 01:04:22,983 - Train: 5.28% [66000/1251000] [52.8/1000.0] [batch_t 0.218 (0.230)] [data_t 0.008] [optim_t 0.210] [lr 0.002980] [CE 4.275 (4.714)] [KD 5.181 (5.375)] 2024-10-12 01:04:34,227 - Train: 5.28% [66050/1251000] [52.8/1000.0] [batch_t 0.222 (0.225)] [data_t 0.008] [optim_t 0.214] [lr 0.002980] [CE 4.855 (4.647)] [KD 5.432 (5.349)] 2024-10-12 01:04:45,556 - Train: 5.28% [66100/1251000] [52.8/1000.0] [batch_t 0.210 (0.226)] [data_t 0.010] [optim_t 0.200] [lr 0.002980] [CE 4.606 (4.665)] [KD 5.381 (5.447)] 2024-10-12 01:04:57,031 - Train: 5.29% [66150/1251000] [52.9/1000.0] [batch_t 0.215 (0.229)] [data_t 0.009] [optim_t 0.206] [lr 0.002980] [CE 4.395 (4.724)] [KD 5.197 (5.428)] 2024-10-12 01:05:08,272 - Train: 5.29% [66200/1251000] [52.9/1000.0] [batch_t 0.230 (0.225)] [data_t 0.009] [optim_t 0.221] [lr 0.002980] [CE 4.615 (4.620)] [KD 5.419 (5.427)] 2024-10-12 01:05:19,525 - Train: 5.30% [66250/1251000] [53.0/1000.0] [batch_t 0.220 (0.225)] [data_t 0.008] [optim_t 0.212] [lr 0.002979] [CE 4.910 (4.725)] [KD 5.452 (5.444)] 2024-10-12 01:05:30,606 - Train: 5.30% [66300/1251000] [53.0/1000.0] [batch_t 0.200 (0.221)] [data_t 0.008] [optim_t 0.192] [lr 0.002979] [CE 4.331 (4.656)] [KD 5.411 (5.379)] 2024-10-12 01:05:31,206 - ==> Total time: 4:27:24 Eta: 3 days, 7:37:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:05:45,467 - Train: 5.30% [66350/1251000] [53.0/1000.0] [batch_t 0.214 (0.249)] [data_t 0.010] [optim_t 0.205] [lr 0.002979] [CE 4.457 (4.615)] [KD 5.423 (5.331)] 2024-10-12 01:05:57,425 - Train: 5.31% [66400/1251000] [53.1/1000.0] [batch_t 0.223 (0.239)] [data_t 0.008] [optim_t 0.215] [lr 0.002979] [CE 4.771 (4.590)] [KD 5.608 (5.390)] 2024-10-12 01:06:08,898 - Train: 5.31% [66450/1251000] [53.1/1000.0] [batch_t 0.218 (0.229)] [data_t 0.007] [optim_t 0.211] [lr 0.002979] [CE 4.702 (4.599)] [KD 5.376 (5.358)] 2024-10-12 01:06:20,143 - Train: 5.32% [66500/1251000] [53.2/1000.0] [batch_t 0.228 (0.225)] [data_t 0.006] [optim_t 0.222] [lr 0.002979] [CE 5.047 (4.653)] [KD 5.544 (5.458)] 2024-10-12 01:06:31,638 - Train: 5.32% [66550/1251000] [53.2/1000.0] [batch_t 0.232 (0.230)] [data_t 0.009] [optim_t 0.223] [lr 0.002979] [CE 4.991 (4.686)] [KD 5.528 (5.389)] 2024-10-12 01:06:43,123 - Train: 5.32% [66600/1251000] [53.2/1000.0] [batch_t 0.215 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.002979] [CE 4.946 (4.672)] [KD 5.188 (5.435)] 2024-10-12 01:06:54,915 - Train: 5.33% [66650/1251000] [53.3/1000.0] [batch_t 0.223 (0.236)] [data_t 0.008] [optim_t 0.215] [lr 0.002979] [CE 4.661 (4.642)] [KD 5.474 (5.492)] 2024-10-12 01:07:06,560 - Train: 5.33% [66700/1251000] [53.3/1000.0] [batch_t 0.223 (0.233)] [data_t 0.009] [optim_t 0.214] [lr 0.002979] [CE 4.573 (4.635)] [KD 5.629 (5.423)] 2024-10-12 01:07:17,952 - Train: 5.34% [66750/1251000] [53.4/1000.0] [batch_t 0.223 (0.228)] [data_t 0.007] [optim_t 0.215] [lr 0.002979] [CE 4.624 (4.636)] [KD 5.112 (5.358)] 2024-10-12 01:07:29,312 - Train: 5.34% [66800/1251000] [53.4/1000.0] [batch_t 0.234 (0.227)] [data_t 0.008] [optim_t 0.225] [lr 0.002979] [CE 4.359 (4.641)] [KD 5.120 (5.370)] 2024-10-12 01:07:40,901 - Train: 5.34% [66850/1251000] [53.4/1000.0] [batch_t 0.230 (0.232)] [data_t 0.007] [optim_t 0.223] [lr 0.002979] [CE 4.221 (4.680)] [KD 5.030 (5.456)] 2024-10-12 01:07:52,235 - Train: 5.35% [66900/1251000] [53.5/1000.0] [batch_t 0.224 (0.226)] [data_t 0.007] [optim_t 0.217] [lr 0.002979] [CE 4.982 (4.672)] [KD 5.535 (5.363)] 2024-10-12 01:08:04,066 - Train: 5.35% [66950/1251000] [53.5/1000.0] [batch_t 0.229 (0.236)] [data_t 0.007] [optim_t 0.222] [lr 0.002979] [CE 4.614 (4.654)] [KD 5.504 (5.422)] 2024-10-12 01:08:15,916 - Train: 5.36% [67000/1251000] [53.6/1000.0] [batch_t 0.214 (0.237)] [data_t 0.007] [optim_t 0.207] [lr 0.002979] [CE 4.396 (4.651)] [KD 5.276 (5.433)] 2024-10-12 01:08:27,469 - Train: 5.36% [67050/1251000] [53.6/1000.0] [batch_t 0.209 (0.231)] [data_t 0.007] [optim_t 0.202] [lr 0.002979] [CE 4.193 (4.635)] [KD 5.235 (5.314)] 2024-10-12 01:08:38,567 - Train: 5.36% [67100/1251000] [53.6/1000.0] [batch_t 0.226 (0.222)] [data_t 0.009] [optim_t 0.217] [lr 0.002979] [CE 4.349 (4.640)] [KD 5.299 (5.490)] 2024-10-12 01:08:49,831 - Train: 5.37% [67150/1251000] [53.7/1000.0] [batch_t 0.217 (0.225)] [data_t 0.008] [optim_t 0.209] [lr 0.002979] [CE 5.028 (4.676)] [KD 5.595 (5.475)] 2024-10-12 01:09:01,700 - Train: 5.37% [67200/1251000] [53.7/1000.0] [batch_t 0.217 (0.237)] [data_t 0.008] [optim_t 0.209] [lr 0.002979] [CE 4.645 (4.635)] [KD 5.225 (5.412)] 2024-10-12 01:09:13,459 - Train: 5.38% [67250/1251000] [53.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002979] [CE 4.846 (4.671)] [KD 5.447 (5.326)] 2024-10-12 01:09:25,051 - Train: 5.38% [67300/1251000] [53.8/1000.0] [batch_t 0.215 (0.232)] [data_t 0.009] [optim_t 0.207] [lr 0.002979] [CE 4.549 (4.644)] [KD 5.158 (5.355)] 2024-10-12 01:09:36,740 - Train: 5.38% [67350/1251000] [53.8/1000.0] [batch_t 0.225 (0.234)] [data_t 0.007] [optim_t 0.218] [lr 0.002979] [CE 4.510 (4.673)] [KD 5.435 (5.451)] 2024-10-12 01:09:48,037 - Train: 5.39% [67400/1251000] [53.9/1000.0] [batch_t 0.220 (0.226)] [data_t 0.008] [optim_t 0.213] [lr 0.002979] [CE 5.102 (4.619)] [KD 5.567 (5.391)] 2024-10-12 01:09:59,778 - Train: 5.39% [67450/1251000] [53.9/1000.0] [batch_t 0.218 (0.235)] [data_t 0.007] [optim_t 0.211] [lr 0.002979] [CE 4.663 (4.653)] [KD 5.424 (5.398)] 2024-10-12 01:10:11,447 - Train: 5.40% [67500/1251000] [54.0/1000.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.002979] [CE 4.581 (4.583)] [KD 5.172 (5.390)] 2024-10-12 01:10:22,673 - Train: 5.40% [67550/1251000] [54.0/1000.0] [batch_t 0.210 (0.224)] [data_t 0.008] [optim_t 0.203] [lr 0.002979] [CE 4.664 (4.653)] [KD 5.669 (5.398)] 2024-10-12 01:10:23,668 - ==> Total time: 4:32:16 Eta: 3 days, 7:29:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:10:38,415 - Train: 5.40% [67600/1251000] [54.0/1000.0] [batch_t 0.225 (0.253)] [data_t 0.010] [optim_t 0.216] [lr 0.002979] [CE 3.903 (4.589)] [KD 5.100 (5.352)] 2024-10-12 01:10:49,972 - Train: 5.41% [67650/1251000] [54.1/1000.0] [batch_t 0.233 (0.231)] [data_t 0.009] [optim_t 0.224] [lr 0.002979] [CE 4.445 (4.561)] [KD 5.186 (5.346)] 2024-10-12 01:11:01,139 - Train: 5.41% [67700/1251000] [54.1/1000.0] [batch_t 0.243 (0.223)] [data_t 0.006] [optim_t 0.238] [lr 0.002979] [CE 4.613 (4.640)] [KD 5.523 (5.488)] 2024-10-12 01:11:13,016 - Train: 5.42% [67750/1251000] [54.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002979] [CE 4.610 (4.631)] [KD 5.398 (5.386)] 2024-10-12 01:11:24,818 - Train: 5.42% [67800/1251000] [54.2/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.002979] [CE 4.690 (4.673)] [KD 5.300 (5.421)] 2024-10-12 01:11:36,579 - Train: 5.42% [67850/1251000] [54.2/1000.0] [batch_t 0.220 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.002978] [CE 4.658 (4.660)] [KD 5.300 (5.440)] 2024-10-12 01:11:48,105 - Train: 5.43% [67900/1251000] [54.3/1000.0] [batch_t 0.215 (0.230)] [data_t 0.011] [optim_t 0.205] [lr 0.002978] [CE 4.115 (4.668)] [KD 5.059 (5.487)] 2024-10-12 01:11:59,523 - Train: 5.43% [67950/1251000] [54.3/1000.0] [batch_t 0.228 (0.228)] [data_t 0.007] [optim_t 0.221] [lr 0.002978] [CE 4.552 (4.706)] [KD 5.338 (5.493)] 2024-10-12 01:12:11,088 - Train: 5.44% [68000/1251000] [54.4/1000.0] [batch_t 0.224 (0.231)] [data_t 0.008] [optim_t 0.216] [lr 0.002978] [CE 4.757 (4.664)] [KD 5.385 (5.337)] 2024-10-12 01:12:23,102 - Train: 5.44% [68050/1251000] [54.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.006] [optim_t 0.228] [lr 0.002978] [CE 4.083 (4.611)] [KD 5.048 (5.354)] 2024-10-12 01:12:34,615 - Train: 5.44% [68100/1251000] [54.4/1000.0] [batch_t 0.220 (0.230)] [data_t 0.010] [optim_t 0.210] [lr 0.002978] [CE 4.730 (4.649)] [KD 5.697 (5.439)] 2024-10-12 01:12:46,141 - Train: 5.45% [68150/1251000] [54.5/1000.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.002978] [CE 4.629 (4.599)] [KD 5.604 (5.303)] 2024-10-12 01:12:58,086 - Train: 5.45% [68200/1251000] [54.5/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.002978] [CE 4.881 (4.643)] [KD 5.431 (5.328)] 2024-10-12 01:13:09,814 - Train: 5.46% [68250/1251000] [54.6/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.002978] [CE 4.954 (4.649)] [KD 5.134 (5.305)] 2024-10-12 01:13:21,301 - Train: 5.46% [68300/1251000] [54.6/1000.0] [batch_t 0.511 (0.230)] [data_t 0.008] [optim_t 0.503] [lr 0.002978] [CE 4.638 (4.646)] [KD 5.666 (5.355)] 2024-10-12 01:13:32,497 - Train: 5.46% [68350/1251000] [54.6/1000.0] [batch_t 0.222 (0.224)] [data_t 0.007] [optim_t 0.215] [lr 0.002978] [CE 4.686 (4.636)] [KD 5.378 (5.335)] 2024-10-12 01:13:43,979 - Train: 5.47% [68400/1251000] [54.7/1000.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.002978] [CE 4.750 (4.649)] [KD 5.725 (5.358)] 2024-10-12 01:13:55,066 - Train: 5.47% [68450/1251000] [54.7/1000.0] [batch_t 0.221 (0.222)] [data_t 0.010] [optim_t 0.211] [lr 0.002978] [CE 5.105 (4.617)] [KD 5.592 (5.313)] 2024-10-12 01:14:06,861 - Train: 5.48% [68500/1251000] [54.8/1000.0] [batch_t 0.223 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.002978] [CE 4.432 (4.605)] [KD 5.326 (5.376)] 2024-10-12 01:14:18,816 - Train: 5.48% [68550/1251000] [54.8/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002978] [CE 4.706 (4.619)] [KD 5.307 (5.484)] 2024-10-12 01:14:30,109 - Train: 5.48% [68600/1251000] [54.8/1000.0] [batch_t 0.219 (0.226)] [data_t 0.008] [optim_t 0.211] [lr 0.002978] [CE 4.698 (4.612)] [KD 5.216 (5.339)] 2024-10-12 01:14:41,551 - Train: 5.49% [68650/1251000] [54.9/1000.0] [batch_t 0.228 (0.229)] [data_t 0.006] [optim_t 0.222] [lr 0.002978] [CE 4.765 (4.644)] [KD 5.196 (5.415)] 2024-10-12 01:14:52,875 - Train: 5.49% [68700/1251000] [54.9/1000.0] [batch_t 0.234 (0.226)] [data_t 0.007] [optim_t 0.226] [lr 0.002978] [CE 4.220 (4.577)] [KD 4.994 (5.296)] 2024-10-12 01:15:04,463 - Train: 5.50% [68750/1251000] [55.0/1000.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.213] [lr 0.002978] [CE 4.209 (4.637)] [KD 5.418 (5.335)] 2024-10-12 01:15:16,286 - Train: 5.50% [68800/1251000] [55.0/1000.0] [batch_t 0.218 (0.236)] [data_t 0.007] [optim_t 0.211] [lr 0.002978] [CE 4.868 (4.631)] [KD 5.413 (5.394)] 2024-10-12 01:15:25,790 - Test (net): 100.00% [50/50] [batch_t 0.302 (0.154)] [top1_cnt 33212] [top5_cnt 43845] [top_all 50000] 2024-10-12 01:15:25,791 - net: 66.424 (87.690) 2024-10-12 01:15:33,628 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.141)] [top1_cnt 36534] [top5_cnt 45627] [top_all 50000] 2024-10-12 01:15:33,628 - net_E: 73.068 (91.254) 2024-10-12 01:15:33,809 - Max [top1: 66.980 (epoch: 45)] [top1-ema: 73.068 (epoch: 55)] 2024-10-12 01:15:33,809 - ==> Total time: 4:37:26 Eta: 3 days, 7:26:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:15:56,127 - Train: 5.50% [68850/1251000] [55.0/1000.0] [batch_t 0.479 (0.248)] [data_t 0.006] [optim_t 0.473] [lr 0.002978] [CE 4.649 (4.578)] [KD 5.529 (5.304)] 2024-10-12 01:16:07,950 - Train: 5.51% [68900/1251000] [55.1/1000.0] [batch_t 0.230 (0.236)] [data_t 0.008] [optim_t 0.222] [lr 0.002978] [CE 4.609 (4.560)] [KD 5.269 (5.258)] 2024-10-12 01:16:19,494 - Train: 5.51% [68950/1251000] [55.1/1000.0] [batch_t 0.215 (0.231)] [data_t 0.007] [optim_t 0.208] [lr 0.002978] [CE 4.116 (4.592)] [KD 5.525 (5.302)] 2024-10-12 01:16:31,222 - Train: 5.52% [69000/1251000] [55.2/1000.0] [batch_t 0.240 (0.234)] [data_t 0.006] [optim_t 0.234] [lr 0.002978] [CE 4.859 (4.664)] [KD 5.562 (5.453)] 2024-10-12 01:16:42,900 - Train: 5.52% [69050/1251000] [55.2/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.002978] [CE 3.978 (4.551)] [KD 5.043 (5.365)] 2024-10-12 01:16:54,567 - Train: 5.52% [69100/1251000] [55.2/1000.0] [batch_t 0.409 (0.233)] [data_t 0.009] [optim_t 0.401] [lr 0.002978] [CE 4.970 (4.682)] [KD 5.659 (5.371)] 2024-10-12 01:17:06,251 - Train: 5.53% [69150/1251000] [55.3/1000.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.002978] [CE 4.540 (4.547)] [KD 5.243 (5.307)] 2024-10-12 01:17:17,740 - Train: 5.53% [69200/1251000] [55.3/1000.0] [batch_t 0.215 (0.230)] [data_t 0.008] [optim_t 0.207] [lr 0.002978] [CE 4.682 (4.640)] [KD 5.174 (5.377)] 2024-10-12 01:17:29,286 - Train: 5.54% [69250/1251000] [55.4/1000.0] [batch_t 0.228 (0.231)] [data_t 0.007] [optim_t 0.221] [lr 0.002978] [CE 4.646 (4.596)] [KD 5.452 (5.253)] 2024-10-12 01:17:40,499 - Train: 5.54% [69300/1251000] [55.4/1000.0] [batch_t 0.220 (0.224)] [data_t 0.010] [optim_t 0.210] [lr 0.002978] [CE 4.760 (4.630)] [KD 5.474 (5.331)] 2024-10-12 01:17:51,933 - Train: 5.54% [69350/1251000] [55.4/1000.0] [batch_t 0.217 (0.229)] [data_t 0.008] [optim_t 0.208] [lr 0.002978] [CE 4.461 (4.634)] [KD 5.400 (5.404)] 2024-10-12 01:18:03,325 - Train: 5.55% [69400/1251000] [55.5/1000.0] [batch_t 0.240 (0.228)] [data_t 0.010] [optim_t 0.230] [lr 0.002978] [CE 4.507 (4.658)] [KD 5.381 (5.457)] 2024-10-12 01:18:15,409 - Train: 5.55% [69450/1251000] [55.5/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.214] [lr 0.002977] [CE 4.887 (4.666)] [KD 5.582 (5.430)] 2024-10-12 01:18:26,740 - Train: 5.56% [69500/1251000] [55.6/1000.0] [batch_t 0.219 (0.226)] [data_t 0.009] [optim_t 0.210] [lr 0.002977] [CE 4.634 (4.661)] [KD 5.659 (5.418)] 2024-10-12 01:18:38,284 - Train: 5.56% [69550/1251000] [55.6/1000.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.002977] [CE 3.947 (4.660)] [KD 5.250 (5.433)] 2024-10-12 01:18:49,637 - Train: 5.56% [69600/1251000] [55.6/1000.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.209] [lr 0.002977] [CE 4.601 (4.625)] [KD 5.637 (5.351)] 2024-10-12 01:19:00,936 - Train: 5.57% [69650/1251000] [55.7/1000.0] [batch_t 0.216 (0.226)] [data_t 0.008] [optim_t 0.208] [lr 0.002977] [CE 4.057 (4.649)] [KD 5.387 (5.453)] 2024-10-12 01:19:12,164 - Train: 5.57% [69700/1251000] [55.7/1000.0] [batch_t 0.225 (0.224)] [data_t 0.007] [optim_t 0.217] [lr 0.002977] [CE 4.250 (4.642)] [KD 5.268 (5.425)] 2024-10-12 01:19:23,915 - Train: 5.58% [69750/1251000] [55.8/1000.0] [batch_t 0.248 (0.235)] [data_t 0.008] [optim_t 0.241] [lr 0.002977] [CE 4.810 (4.711)] [KD 5.391 (5.402)] 2024-10-12 01:19:35,694 - Train: 5.58% [69800/1251000] [55.8/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.002977] [CE 4.716 (4.562)] [KD 5.279 (5.325)] 2024-10-12 01:19:47,235 - Train: 5.58% [69850/1251000] [55.8/1000.0] [batch_t 0.218 (0.231)] [data_t 0.007] [optim_t 0.211] [lr 0.002977] [CE 4.724 (4.691)] [KD 5.461 (5.335)] 2024-10-12 01:19:58,577 - Train: 5.59% [69900/1251000] [55.9/1000.0] [batch_t 0.227 (0.227)] [data_t 0.008] [optim_t 0.218] [lr 0.002977] [CE 4.440 (4.606)] [KD 5.129 (5.335)] 2024-10-12 01:20:10,240 - Train: 5.59% [69950/1251000] [55.9/1000.0] [batch_t 0.231 (0.233)] [data_t 0.008] [optim_t 0.223] [lr 0.002977] [CE 4.920 (4.680)] [KD 5.685 (5.432)] 2024-10-12 01:20:21,617 - Train: 5.60% [70000/1251000] [56.0/1000.0] [batch_t 0.221 (0.227)] [data_t 0.007] [optim_t 0.214] [lr 0.002977] [CE 5.066 (4.708)] [KD 5.596 (5.457)] 2024-10-12 01:20:33,269 - Train: 5.60% [70050/1251000] [56.0/1000.0] [batch_t 0.210 (0.233)] [data_t 0.009] [optim_t 0.201] [lr 0.002977] [CE 4.653 (4.623)] [KD 5.485 (5.476)] 2024-10-12 01:20:34,695 - ==> Total time: 4:42:27 Eta: 3 days, 7:21:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:20:48,944 - Train: 5.60% [70100/1251000] [56.0/1000.0] [batch_t 0.218 (0.258)] [data_t 0.006] [optim_t 0.212] [lr 0.002977] [CE 4.561 (4.659)] [KD 5.128 (5.400)] 2024-10-12 01:21:00,747 - Train: 5.61% [70150/1251000] [56.1/1000.0] [batch_t 0.221 (0.236)] [data_t 0.008] [optim_t 0.213] [lr 0.002977] [CE 4.565 (4.558)] [KD 5.462 (5.276)] 2024-10-12 01:21:12,480 - Train: 5.61% [70200/1251000] [56.1/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.220] [lr 0.002977] [CE 4.255 (4.704)] [KD 5.116 (5.468)] 2024-10-12 01:21:24,166 - Train: 5.62% [70250/1251000] [56.2/1000.0] [batch_t 0.217 (0.234)] [data_t 0.007] [optim_t 0.210] [lr 0.002977] [CE 4.873 (4.671)] [KD 5.628 (5.491)] 2024-10-12 01:21:35,913 - Train: 5.62% [70300/1251000] [56.2/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002977] [CE 4.791 (4.550)] [KD 5.111 (5.381)] 2024-10-12 01:21:47,701 - Train: 5.62% [70350/1251000] [56.2/1000.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.002977] [CE 4.531 (4.669)] [KD 5.237 (5.509)] 2024-10-12 01:21:59,145 - Train: 5.63% [70400/1251000] [56.3/1000.0] [batch_t 0.222 (0.229)] [data_t 0.006] [optim_t 0.216] [lr 0.002977] [CE 4.525 (4.654)] [KD 5.060 (5.383)] 2024-10-12 01:22:10,724 - Train: 5.63% [70450/1251000] [56.3/1000.0] [batch_t 0.229 (0.231)] [data_t 0.008] [optim_t 0.222] [lr 0.002977] [CE 4.465 (4.676)] [KD 5.439 (5.396)] 2024-10-12 01:22:22,191 - Train: 5.64% [70500/1251000] [56.4/1000.0] [batch_t 0.214 (0.229)] [data_t 0.009] [optim_t 0.205] [lr 0.002977] [CE 4.474 (4.669)] [KD 5.190 (5.310)] 2024-10-12 01:22:33,581 - Train: 5.64% [70550/1251000] [56.4/1000.0] [batch_t 0.216 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.002977] [CE 4.969 (4.612)] [KD 5.424 (5.321)] 2024-10-12 01:22:45,244 - Train: 5.64% [70600/1251000] [56.4/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.223] [lr 0.002977] [CE 4.189 (4.611)] [KD 5.201 (5.289)] 2024-10-12 01:22:56,798 - Train: 5.65% [70650/1251000] [56.5/1000.0] [batch_t 0.229 (0.231)] [data_t 0.006] [optim_t 0.223] [lr 0.002977] [CE 4.704 (4.615)] [KD 5.456 (5.279)] 2024-10-12 01:23:08,620 - Train: 5.65% [70700/1251000] [56.5/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.002977] [CE 4.782 (4.680)] [KD 5.638 (5.373)] 2024-10-12 01:23:20,126 - Train: 5.66% [70750/1251000] [56.6/1000.0] [batch_t 0.230 (0.230)] [data_t 0.008] [optim_t 0.221] [lr 0.002977] [CE 5.082 (4.627)] [KD 5.811 (5.380)] 2024-10-12 01:23:31,542 - Train: 5.66% [70800/1251000] [56.6/1000.0] [batch_t 0.224 (0.228)] [data_t 0.008] [optim_t 0.216] [lr 0.002977] [CE 4.541 (4.624)] [KD 5.353 (5.351)] 2024-10-12 01:23:43,033 - Train: 5.66% [70850/1251000] [56.6/1000.0] [batch_t 0.232 (0.230)] [data_t 0.009] [optim_t 0.224] [lr 0.002977] [CE 4.735 (4.609)] [KD 5.332 (5.357)] 2024-10-12 01:23:54,401 - Train: 5.67% [70900/1251000] [56.7/1000.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.002977] [CE 4.316 (4.675)] [KD 4.966 (5.328)] 2024-10-12 01:24:05,576 - Train: 5.67% [70950/1251000] [56.7/1000.0] [batch_t 0.231 (0.223)] [data_t 0.007] [optim_t 0.224] [lr 0.002976] [CE 4.837 (4.590)] [KD 5.129 (5.246)] 2024-10-12 01:24:17,793 - Train: 5.68% [71000/1251000] [56.8/1000.0] [batch_t 0.215 (0.244)] [data_t 0.007] [optim_t 0.208] [lr 0.002976] [CE 4.829 (4.645)] [KD 5.547 (5.301)] 2024-10-12 01:24:29,093 - Train: 5.68% [71050/1251000] [56.8/1000.0] [batch_t 0.220 (0.226)] [data_t 0.009] [optim_t 0.211] [lr 0.002976] [CE 4.884 (4.650)] [KD 5.342 (5.363)] 2024-10-12 01:24:40,401 - Train: 5.68% [71100/1251000] [56.8/1000.0] [batch_t 0.223 (0.226)] [data_t 0.007] [optim_t 0.216] [lr 0.002976] [CE 4.346 (4.567)] [KD 5.216 (5.352)] 2024-10-12 01:24:51,841 - Train: 5.69% [71150/1251000] [56.9/1000.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002976] [CE 4.787 (4.706)] [KD 5.320 (5.382)] 2024-10-12 01:25:03,240 - Train: 5.69% [71200/1251000] [56.9/1000.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.217] [lr 0.002976] [CE 4.643 (4.670)] [KD 5.307 (5.310)] 2024-10-12 01:25:14,613 - Train: 5.70% [71250/1251000] [57.0/1000.0] [batch_t 0.224 (0.227)] [data_t 0.010] [optim_t 0.213] [lr 0.002976] [CE 4.836 (4.575)] [KD 5.446 (5.367)] 2024-10-12 01:25:26,631 - Train: 5.70% [71300/1251000] [57.0/1000.0] [batch_t 0.203 (0.240)] [data_t 0.007] [optim_t 0.196] [lr 0.002976] [CE 4.763 (4.733)] [KD 5.680 (5.426)] 2024-10-12 01:25:28,244 - ==> Total time: 4:47:21 Eta: 3 days, 7:13:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:25:41,861 - Train: 5.70% [71350/1251000] [57.0/1000.0] [batch_t 0.226 (0.245)] [data_t 0.008] [optim_t 0.218] [lr 0.002976] [CE 4.980 (4.647)] [KD 5.180 (5.335)] 2024-10-12 01:25:53,090 - Train: 5.71% [71400/1251000] [57.1/1000.0] [batch_t 0.221 (0.224)] [data_t 0.009] [optim_t 0.212] [lr 0.002976] [CE 4.684 (4.606)] [KD 5.240 (5.256)] 2024-10-12 01:26:04,690 - Train: 5.71% [71450/1251000] [57.1/1000.0] [batch_t 0.225 (0.232)] [data_t 0.008] [optim_t 0.217] [lr 0.002976] [CE 4.856 (4.658)] [KD 5.251 (5.261)] 2024-10-12 01:26:16,249 - Train: 5.72% [71500/1251000] [57.2/1000.0] [batch_t 0.224 (0.231)] [data_t 0.008] [optim_t 0.215] [lr 0.002976] [CE 4.640 (4.641)] [KD 5.490 (5.220)] 2024-10-12 01:26:27,998 - Train: 5.72% [71550/1251000] [57.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002976] [CE 4.403 (4.591)] [KD 5.315 (5.299)] 2024-10-12 01:26:39,549 - Train: 5.72% [71600/1251000] [57.2/1000.0] [batch_t 0.219 (0.231)] [data_t 0.010] [optim_t 0.209] [lr 0.002976] [CE 4.611 (4.655)] [KD 5.394 (5.379)] 2024-10-12 01:26:50,995 - Train: 5.73% [71650/1251000] [57.3/1000.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002976] [CE 4.720 (4.629)] [KD 5.121 (5.291)] 2024-10-12 01:27:02,014 - Train: 5.73% [71700/1251000] [57.3/1000.0] [batch_t 0.222 (0.220)] [data_t 0.007] [optim_t 0.215] [lr 0.002976] [CE 4.490 (4.671)] [KD 5.430 (5.294)] 2024-10-12 01:27:13,726 - Train: 5.74% [71750/1251000] [57.4/1000.0] [batch_t 0.215 (0.234)] [data_t 0.009] [optim_t 0.206] [lr 0.002976] [CE 4.944 (4.627)] [KD 5.568 (5.315)] 2024-10-12 01:27:25,094 - Train: 5.74% [71800/1251000] [57.4/1000.0] [batch_t 0.219 (0.227)] [data_t 0.009] [optim_t 0.210] [lr 0.002976] [CE 4.349 (4.598)] [KD 5.225 (5.337)] 2024-10-12 01:27:36,465 - Train: 5.74% [71850/1251000] [57.4/1000.0] [batch_t 0.217 (0.227)] [data_t 0.008] [optim_t 0.209] [lr 0.002976] [CE 4.657 (4.697)] [KD 5.546 (5.345)] 2024-10-12 01:27:47,936 - Train: 5.75% [71900/1251000] [57.5/1000.0] [batch_t 0.225 (0.229)] [data_t 0.009] [optim_t 0.216] [lr 0.002976] [CE 4.868 (4.604)] [KD 5.139 (5.318)] 2024-10-12 01:27:59,637 - Train: 5.75% [71950/1251000] [57.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002976] [CE 4.576 (4.629)] [KD 5.057 (5.335)] 2024-10-12 01:28:11,031 - Train: 5.76% [72000/1251000] [57.6/1000.0] [batch_t 0.207 (0.228)] [data_t 0.009] [optim_t 0.198] [lr 0.002976] [CE 4.507 (4.654)] [KD 5.504 (5.442)] 2024-10-12 01:28:22,135 - Train: 5.76% [72050/1251000] [57.6/1000.0] [batch_t 0.229 (0.222)] [data_t 0.008] [optim_t 0.221] [lr 0.002976] [CE 5.146 (4.621)] [KD 5.329 (5.279)] 2024-10-12 01:28:33,427 - Train: 5.76% [72100/1251000] [57.6/1000.0] [batch_t 0.209 (0.226)] [data_t 0.006] [optim_t 0.203] [lr 0.002976] [CE 4.893 (4.661)] [KD 5.519 (5.362)] 2024-10-12 01:28:45,254 - Train: 5.77% [72150/1251000] [57.7/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.217] [lr 0.002976] [CE 5.289 (4.635)] [KD 5.414 (5.275)] 2024-10-12 01:28:56,138 - Train: 5.77% [72200/1251000] [57.7/1000.0] [batch_t 0.221 (0.218)] [data_t 0.010] [optim_t 0.211] [lr 0.002976] [CE 4.480 (4.636)] [KD 5.268 (5.368)] 2024-10-12 01:29:07,291 - Train: 5.78% [72250/1251000] [57.8/1000.0] [batch_t 0.224 (0.223)] [data_t 0.008] [optim_t 0.216] [lr 0.002976] [CE 4.363 (4.569)] [KD 5.458 (5.361)] 2024-10-12 01:29:18,953 - Train: 5.78% [72300/1251000] [57.8/1000.0] [batch_t 0.228 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.002976] [CE 4.107 (4.665)] [KD 4.879 (5.368)] 2024-10-12 01:29:30,330 - Train: 5.78% [72350/1251000] [57.8/1000.0] [batch_t 0.219 (0.227)] [data_t 0.010] [optim_t 0.209] [lr 0.002976] [CE 4.984 (4.659)] [KD 5.428 (5.374)] 2024-10-12 01:29:41,721 - Train: 5.79% [72400/1251000] [57.9/1000.0] [batch_t 0.201 (0.228)] [data_t 0.006] [optim_t 0.195] [lr 0.002976] [CE 4.150 (4.605)] [KD 5.238 (5.440)] 2024-10-12 01:29:53,204 - Train: 5.79% [72450/1251000] [57.9/1000.0] [batch_t 0.216 (0.230)] [data_t 0.009] [optim_t 0.207] [lr 0.002975] [CE 4.919 (4.599)] [KD 5.523 (5.315)] 2024-10-12 01:30:04,604 - Train: 5.80% [72500/1251000] [58.0/1000.0] [batch_t 0.226 (0.228)] [data_t 0.008] [optim_t 0.217] [lr 0.002975] [CE 4.225 (4.627)] [KD 5.313 (5.388)] 2024-10-12 01:30:15,871 - Train: 5.80% [72550/1251000] [58.0/1000.0] [batch_t 0.203 (0.225)] [data_t 0.006] [optim_t 0.196] [lr 0.002975] [CE 4.442 (4.706)] [KD 5.359 (5.477)] 2024-10-12 01:30:17,500 - ==> Total time: 4:52:10 Eta: 3 days, 7:05:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:30:30,672 - Train: 5.80% [72600/1251000] [58.0/1000.0] [batch_t 0.219 (0.249)] [data_t 0.008] [optim_t 0.210] [lr 0.002975] [CE 4.215 (4.619)] [KD 5.120 (5.396)] 2024-10-12 01:30:42,098 - Train: 5.81% [72650/1251000] [58.1/1000.0] [batch_t 0.221 (0.228)] [data_t 0.008] [optim_t 0.213] [lr 0.002975] [CE 4.783 (4.648)] [KD 5.236 (5.302)] 2024-10-12 01:30:53,603 - Train: 5.81% [72700/1251000] [58.1/1000.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.215] [lr 0.002975] [CE 4.918 (4.628)] [KD 5.587 (5.288)] 2024-10-12 01:31:05,487 - Train: 5.82% [72750/1251000] [58.2/1000.0] [batch_t 0.217 (0.237)] [data_t 0.007] [optim_t 0.210] [lr 0.002975] [CE 4.792 (4.639)] [KD 5.387 (5.304)] 2024-10-12 01:31:17,127 - Train: 5.82% [72800/1251000] [58.2/1000.0] [batch_t 0.240 (0.233)] [data_t 0.006] [optim_t 0.234] [lr 0.002975] [CE 4.800 (4.641)] [KD 5.298 (5.218)] 2024-10-12 01:31:28,474 - Train: 5.82% [72850/1251000] [58.2/1000.0] [batch_t 0.210 (0.227)] [data_t 0.007] [optim_t 0.203] [lr 0.002975] [CE 5.014 (4.602)] [KD 5.512 (5.322)] 2024-10-12 01:31:40,115 - Train: 5.83% [72900/1251000] [58.3/1000.0] [batch_t 0.217 (0.233)] [data_t 0.009] [optim_t 0.208] [lr 0.002975] [CE 4.820 (4.655)] [KD 5.344 (5.296)] 2024-10-12 01:31:51,276 - Train: 5.83% [72950/1251000] [58.3/1000.0] [batch_t 0.215 (0.223)] [data_t 0.009] [optim_t 0.205] [lr 0.002975] [CE 4.282 (4.608)] [KD 5.343 (5.291)] 2024-10-12 01:32:02,426 - Train: 5.84% [73000/1251000] [58.4/1000.0] [batch_t 0.211 (0.223)] [data_t 0.007] [optim_t 0.204] [lr 0.002975] [CE 4.583 (4.628)] [KD 5.110 (5.283)] 2024-10-12 01:32:13,950 - Train: 5.84% [73050/1251000] [58.4/1000.0] [batch_t 0.219 (0.230)] [data_t 0.006] [optim_t 0.212] [lr 0.002975] [CE 4.389 (4.636)] [KD 5.302 (5.354)] 2024-10-12 01:32:25,668 - Train: 5.84% [73100/1251000] [58.4/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.002975] [CE 4.744 (4.558)] [KD 5.229 (5.307)] 2024-10-12 01:32:36,927 - Train: 5.85% [73150/1251000] [58.5/1000.0] [batch_t 0.224 (0.225)] [data_t 0.010] [optim_t 0.214] [lr 0.002975] [CE 3.953 (4.643)] [KD 4.991 (5.335)] 2024-10-12 01:32:48,464 - Train: 5.85% [73200/1251000] [58.5/1000.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.002975] [CE 5.025 (4.589)] [KD 5.662 (5.309)] 2024-10-12 01:32:59,919 - Train: 5.86% [73250/1251000] [58.6/1000.0] [batch_t 0.209 (0.229)] [data_t 0.007] [optim_t 0.201] [lr 0.002975] [CE 4.717 (4.657)] [KD 5.033 (5.298)] 2024-10-12 01:33:11,175 - Train: 5.86% [73300/1251000] [58.6/1000.0] [batch_t 0.231 (0.225)] [data_t 0.007] [optim_t 0.224] [lr 0.002975] [CE 4.346 (4.589)] [KD 5.137 (5.366)] 2024-10-12 01:33:22,881 - Train: 5.86% [73350/1251000] [58.6/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.002975] [CE 4.945 (4.718)] [KD 5.623 (5.397)] 2024-10-12 01:33:34,620 - Train: 5.87% [73400/1251000] [58.7/1000.0] [batch_t 0.373 (0.235)] [data_t 0.008] [optim_t 0.365] [lr 0.002975] [CE 4.278 (4.636)] [KD 5.289 (5.268)] 2024-10-12 01:33:45,778 - Train: 5.87% [73450/1251000] [58.7/1000.0] [batch_t 0.229 (0.223)] [data_t 0.008] [optim_t 0.221] [lr 0.002975] [CE 4.619 (4.694)] [KD 5.727 (5.415)] 2024-10-12 01:33:57,420 - Train: 5.88% [73500/1251000] [58.8/1000.0] [batch_t 0.219 (0.233)] [data_t 0.006] [optim_t 0.213] [lr 0.002975] [CE 4.482 (4.679)] [KD 5.423 (5.405)] 2024-10-12 01:34:08,754 - Train: 5.88% [73550/1251000] [58.8/1000.0] [batch_t 0.222 (0.227)] [data_t 0.011] [optim_t 0.211] [lr 0.002975] [CE 4.625 (4.732)] [KD 5.543 (5.303)] 2024-10-12 01:34:20,149 - Train: 5.88% [73600/1251000] [58.8/1000.0] [batch_t 0.228 (0.228)] [data_t 0.008] [optim_t 0.220] [lr 0.002975] [CE 4.221 (4.585)] [KD 5.319 (5.362)] 2024-10-12 01:34:31,963 - Train: 5.89% [73650/1251000] [58.9/1000.0] [batch_t 0.210 (0.236)] [data_t 0.009] [optim_t 0.201] [lr 0.002975] [CE 4.342 (4.640)] [KD 5.146 (5.455)] 2024-10-12 01:34:43,142 - Train: 5.89% [73700/1251000] [58.9/1000.0] [batch_t 0.221 (0.223)] [data_t 0.008] [optim_t 0.213] [lr 0.002975] [CE 4.758 (4.635)] [KD 5.416 (5.406)] 2024-10-12 01:34:54,567 - Train: 5.90% [73750/1251000] [59.0/1000.0] [batch_t 0.225 (0.228)] [data_t 0.007] [optim_t 0.217] [lr 0.002975] [CE 4.575 (4.580)] [KD 5.335 (5.309)] 2024-10-12 01:35:06,226 - Train: 5.90% [73800/1251000] [59.0/1000.0] [batch_t 0.214 (0.233)] [data_t 0.007] [optim_t 0.207] [lr 0.002975] [CE 4.970 (4.665)] [KD 5.304 (5.382)] 2024-10-12 01:35:08,114 - ==> Total time: 4:57:00 Eta: 3 days, 6:57:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:35:20,643 - Train: 5.90% [73850/1251000] [59.0/1000.0] [batch_t 0.226 (0.245)] [data_t 0.010] [optim_t 0.216] [lr 0.002975] [CE 4.664 (4.585)] [KD 5.173 (5.349)] 2024-10-12 01:35:32,246 - Train: 5.91% [73900/1251000] [59.1/1000.0] [batch_t 0.228 (0.232)] [data_t 0.009] [optim_t 0.219] [lr 0.002975] [CE 4.981 (4.672)] [KD 5.657 (5.326)] 2024-10-12 01:35:43,642 - Train: 5.91% [73950/1251000] [59.1/1000.0] [batch_t 0.219 (0.228)] [data_t 0.009] [optim_t 0.211] [lr 0.002974] [CE 4.848 (4.615)] [KD 5.672 (5.226)] 2024-10-12 01:35:55,754 - Train: 5.92% [74000/1251000] [59.2/1000.0] [batch_t 0.246 (0.242)] [data_t 0.008] [optim_t 0.239] [lr 0.002974] [CE 4.879 (4.570)] [KD 5.297 (5.199)] 2024-10-12 01:36:07,007 - Train: 5.92% [74050/1251000] [59.2/1000.0] [batch_t 0.216 (0.225)] [data_t 0.008] [optim_t 0.209] [lr 0.002974] [CE 4.699 (4.608)] [KD 5.410 (5.247)] 2024-10-12 01:36:18,435 - Train: 5.92% [74100/1251000] [59.2/1000.0] [batch_t 0.219 (0.228)] [data_t 0.009] [optim_t 0.210] [lr 0.002974] [CE 4.887 (4.694)] [KD 5.257 (5.351)] 2024-10-12 01:36:30,049 - Train: 5.93% [74150/1251000] [59.3/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002974] [CE 4.253 (4.611)] [KD 4.983 (5.299)] 2024-10-12 01:36:41,793 - Train: 5.93% [74200/1251000] [59.3/1000.0] [batch_t 0.240 (0.235)] [data_t 0.008] [optim_t 0.232] [lr 0.002974] [CE 4.861 (4.650)] [KD 5.684 (5.253)] 2024-10-12 01:36:53,233 - Train: 5.94% [74250/1251000] [59.4/1000.0] [batch_t 0.226 (0.229)] [data_t 0.008] [optim_t 0.218] [lr 0.002974] [CE 4.770 (4.599)] [KD 5.252 (5.232)] 2024-10-12 01:37:05,420 - Train: 5.94% [74300/1251000] [59.4/1000.0] [batch_t 0.219 (0.244)] [data_t 0.010] [optim_t 0.209] [lr 0.002974] [CE 4.228 (4.756)] [KD 5.305 (5.322)] 2024-10-12 01:37:16,799 - Train: 5.94% [74350/1251000] [59.4/1000.0] [batch_t 0.238 (0.227)] [data_t 0.008] [optim_t 0.230] [lr 0.002974] [CE 4.875 (4.562)] [KD 5.464 (5.226)] 2024-10-12 01:37:28,522 - Train: 5.95% [74400/1251000] [59.5/1000.0] [batch_t 0.228 (0.234)] [data_t 0.008] [optim_t 0.221] [lr 0.002974] [CE 4.577 (4.626)] [KD 5.093 (5.363)] 2024-10-12 01:37:39,908 - Train: 5.95% [74450/1251000] [59.5/1000.0] [batch_t 0.228 (0.228)] [data_t 0.010] [optim_t 0.218] [lr 0.002974] [CE 4.645 (4.617)] [KD 5.539 (5.313)] 2024-10-12 01:37:51,698 - Train: 5.96% [74500/1251000] [59.6/1000.0] [batch_t 0.223 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.002974] [CE 4.737 (4.633)] [KD 5.675 (5.340)] 2024-10-12 01:38:03,048 - Train: 5.96% [74550/1251000] [59.6/1000.0] [batch_t 0.217 (0.227)] [data_t 0.010] [optim_t 0.207] [lr 0.002974] [CE 4.650 (4.573)] [KD 5.145 (5.387)] 2024-10-12 01:38:14,849 - Train: 5.96% [74600/1251000] [59.6/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.002974] [CE 4.586 (4.616)] [KD 5.172 (5.278)] 2024-10-12 01:38:26,907 - Train: 5.97% [74650/1251000] [59.7/1000.0] [batch_t 0.222 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.002974] [CE 5.048 (4.654)] [KD 5.745 (5.319)] 2024-10-12 01:38:38,553 - Train: 5.97% [74700/1251000] [59.7/1000.0] [batch_t 0.223 (0.233)] [data_t 0.007] [optim_t 0.216] [lr 0.002974] [CE 4.360 (4.650)] [KD 5.296 (5.405)] 2024-10-12 01:38:49,896 - Train: 5.98% [74750/1251000] [59.8/1000.0] [batch_t 0.221 (0.227)] [data_t 0.006] [optim_t 0.215] [lr 0.002974] [CE 4.664 (4.664)] [KD 5.493 (5.356)] 2024-10-12 01:39:01,733 - Train: 5.98% [74800/1251000] [59.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.008] [optim_t 0.226] [lr 0.002974] [CE 4.751 (4.654)] [KD 5.546 (5.338)] 2024-10-12 01:39:13,043 - Train: 5.98% [74850/1251000] [59.8/1000.0] [batch_t 0.216 (0.226)] [data_t 0.009] [optim_t 0.207] [lr 0.002974] [CE 4.329 (4.609)] [KD 4.969 (5.286)] 2024-10-12 01:39:24,548 - Train: 5.99% [74900/1251000] [59.9/1000.0] [batch_t 0.227 (0.230)] [data_t 0.008] [optim_t 0.219] [lr 0.002974] [CE 4.854 (4.699)] [KD 5.291 (5.421)] 2024-10-12 01:39:36,406 - Train: 5.99% [74950/1251000] [59.9/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.215] [lr 0.002974] [CE 4.733 (4.618)] [KD 5.153 (5.387)] 2024-10-12 01:39:48,128 - Train: 6.00% [75000/1251000] [60.0/1000.0] [batch_t 0.236 (0.234)] [data_t 0.010] [optim_t 0.226] [lr 0.002974] [CE 4.981 (4.596)] [KD 5.437 (5.341)] 2024-10-12 01:39:59,353 - Train: 6.00% [75050/1251000] [60.0/1000.0] [batch_t 0.210 (0.224)] [data_t 0.007] [optim_t 0.203] [lr 0.002974] [CE 4.782 (4.717)] [KD 5.396 (5.363)] 2024-10-12 01:40:09,620 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.153)] [top1_cnt 34018] [top5_cnt 44198] [top_all 50000] 2024-10-12 01:40:09,621 - net: 68.036 (88.396) 2024-10-12 01:40:18,675 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 36700] [top5_cnt 45687] [top_all 50000] 2024-10-12 01:40:18,675 - net_E: 73.400 (91.374) 2024-10-12 01:40:18,854 - Max [top1: 68.036 (epoch: 60)] [top1-ema: 73.400 (epoch: 60)] 2024-10-12 01:40:18,855 - ==> Total time: 5:02:11 Eta: 3 days, 6:54:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:40:51,152 - Train: 6.00% [75100/1251000] [60.0/1000.0] [batch_t 0.224 (0.245)] [data_t 0.008] [optim_t 0.215] [lr 0.002974] [CE 4.790 (4.621)] [KD 5.232 (5.300)] 2024-10-12 01:41:02,542 - Train: 6.01% [75150/1251000] [60.1/1000.0] [batch_t 0.229 (0.228)] [data_t 0.008] [optim_t 0.221] [lr 0.002974] [CE 5.110 (4.666)] [KD 5.606 (5.317)] 2024-10-12 01:41:14,727 - Train: 6.01% [75200/1251000] [60.1/1000.0] [batch_t 0.229 (0.244)] [data_t 0.009] [optim_t 0.220] [lr 0.002974] [CE 4.600 (4.593)] [KD 4.982 (5.301)] 2024-10-12 01:41:26,127 - Train: 6.02% [75250/1251000] [60.2/1000.0] [batch_t 0.215 (0.228)] [data_t 0.007] [optim_t 0.208] [lr 0.002974] [CE 4.366 (4.630)] [KD 5.488 (5.339)] 2024-10-12 01:41:37,362 - Train: 6.02% [75300/1251000] [60.2/1000.0] [batch_t 0.215 (0.225)] [data_t 0.010] [optim_t 0.205] [lr 0.002974] [CE 4.179 (4.648)] [KD 5.278 (5.376)] 2024-10-12 01:41:48,782 - Train: 6.02% [75350/1251000] [60.2/1000.0] [batch_t 0.215 (0.228)] [data_t 0.006] [optim_t 0.209] [lr 0.002973] [CE 4.445 (4.667)] [KD 5.306 (5.303)] 2024-10-12 01:42:00,698 - Train: 6.03% [75400/1251000] [60.3/1000.0] [batch_t 0.219 (0.238)] [data_t 0.006] [optim_t 0.213] [lr 0.002973] [CE 4.765 (4.593)] [KD 5.334 (5.364)] 2024-10-12 01:42:12,233 - Train: 6.03% [75450/1251000] [60.3/1000.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.217] [lr 0.002973] [CE 4.960 (4.600)] [KD 5.556 (5.250)] 2024-10-12 01:42:23,796 - Train: 6.04% [75500/1251000] [60.4/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.211] [lr 0.002973] [CE 5.167 (4.616)] [KD 5.781 (5.303)] 2024-10-12 01:42:34,980 - Train: 6.04% [75550/1251000] [60.4/1000.0] [batch_t 0.227 (0.224)] [data_t 0.010] [optim_t 0.217] [lr 0.002973] [CE 4.604 (4.636)] [KD 5.134 (5.333)] 2024-10-12 01:42:46,722 - Train: 6.04% [75600/1251000] [60.4/1000.0] [batch_t 0.218 (0.235)] [data_t 0.006] [optim_t 0.212] [lr 0.002973] [CE 4.459 (4.575)] [KD 5.308 (5.315)] 2024-10-12 01:42:58,202 - Train: 6.05% [75650/1251000] [60.5/1000.0] [batch_t 0.211 (0.229)] [data_t 0.010] [optim_t 0.201] [lr 0.002973] [CE 4.890 (4.596)] [KD 5.258 (5.277)] 2024-10-12 01:43:09,356 - Train: 6.05% [75700/1251000] [60.5/1000.0] [batch_t 0.212 (0.223)] [data_t 0.009] [optim_t 0.203] [lr 0.002973] [CE 4.764 (4.662)] [KD 5.537 (5.316)] 2024-10-12 01:43:20,786 - Train: 6.06% [75750/1251000] [60.6/1000.0] [batch_t 0.216 (0.228)] [data_t 0.008] [optim_t 0.208] [lr 0.002973] [CE 4.827 (4.623)] [KD 5.344 (5.318)] 2024-10-12 01:43:32,719 - Train: 6.06% [75800/1251000] [60.6/1000.0] [batch_t 0.223 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.002973] [CE 5.235 (4.587)] [KD 5.432 (5.266)] 2024-10-12 01:43:44,006 - Train: 6.06% [75850/1251000] [60.6/1000.0] [batch_t 0.220 (0.226)] [data_t 0.010] [optim_t 0.211] [lr 0.002973] [CE 4.982 (4.609)] [KD 5.490 (5.279)] 2024-10-12 01:43:55,540 - Train: 6.07% [75900/1251000] [60.7/1000.0] [batch_t 0.218 (0.231)] [data_t 0.008] [optim_t 0.210] [lr 0.002973] [CE 4.214 (4.656)] [KD 5.070 (5.347)] 2024-10-12 01:44:07,547 - Train: 6.07% [75950/1251000] [60.7/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002973] [CE 3.951 (4.622)] [KD 4.977 (5.243)] 2024-10-12 01:44:19,211 - Train: 6.08% [76000/1251000] [60.8/1000.0] [batch_t 0.217 (0.233)] [data_t 0.009] [optim_t 0.208] [lr 0.002973] [CE 5.044 (4.638)] [KD 5.334 (5.346)] 2024-10-12 01:44:30,662 - Train: 6.08% [76050/1251000] [60.8/1000.0] [batch_t 0.220 (0.229)] [data_t 0.009] [optim_t 0.211] [lr 0.002973] [CE 4.749 (4.666)] [KD 5.226 (5.400)] 2024-10-12 01:44:42,610 - Train: 6.08% [76100/1251000] [60.8/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002973] [CE 4.559 (4.681)] [KD 5.056 (5.296)] 2024-10-12 01:44:53,864 - Train: 6.09% [76150/1251000] [60.9/1000.0] [batch_t 0.216 (0.225)] [data_t 0.010] [optim_t 0.206] [lr 0.002973] [CE 4.709 (4.684)] [KD 5.662 (5.349)] 2024-10-12 01:45:05,481 - Train: 6.09% [76200/1251000] [60.9/1000.0] [batch_t 0.476 (0.232)] [data_t 0.009] [optim_t 0.466] [lr 0.002973] [CE 4.450 (4.688)] [KD 5.282 (5.457)] 2024-10-12 01:45:17,664 - Train: 6.10% [76250/1251000] [61.0/1000.0] [batch_t 0.216 (0.243)] [data_t 0.010] [optim_t 0.206] [lr 0.002973] [CE 4.871 (4.645)] [KD 5.536 (5.255)] 2024-10-12 01:45:28,738 - Train: 6.10% [76300/1251000] [61.0/1000.0] [batch_t 0.207 (0.221)] [data_t 0.008] [optim_t 0.199] [lr 0.002973] [CE 4.917 (4.533)] [KD 5.291 (5.277)] 2024-10-12 01:45:31,045 - ==> Total time: 5:07:23 Eta: 3 days, 6:51:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:45:43,390 - Train: 6.10% [76350/1251000] [61.0/1000.0] [batch_t 0.217 (0.240)] [data_t 0.008] [optim_t 0.209] [lr 0.002973] [CE 4.255 (4.623)] [KD 4.860 (5.225)] 2024-10-12 01:45:54,478 - Train: 6.11% [76400/1251000] [61.1/1000.0] [batch_t 0.238 (0.222)] [data_t 0.007] [optim_t 0.231] [lr 0.002973] [CE 4.815 (4.643)] [KD 5.442 (5.335)] 2024-10-12 01:46:06,644 - Train: 6.11% [76450/1251000] [61.1/1000.0] [batch_t 0.227 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.002973] [CE 4.585 (4.653)] [KD 5.300 (5.326)] 2024-10-12 01:46:18,287 - Train: 6.12% [76500/1251000] [61.2/1000.0] [batch_t 0.224 (0.233)] [data_t 0.006] [optim_t 0.218] [lr 0.002973] [CE 5.002 (4.634)] [KD 5.585 (5.273)] 2024-10-12 01:46:29,778 - Train: 6.12% [76550/1251000] [61.2/1000.0] [batch_t 0.229 (0.230)] [data_t 0.010] [optim_t 0.219] [lr 0.002973] [CE 4.431 (4.662)] [KD 5.360 (5.342)] 2024-10-12 01:46:41,175 - Train: 6.12% [76600/1251000] [61.2/1000.0] [batch_t 0.215 (0.228)] [data_t 0.010] [optim_t 0.206] [lr 0.002973] [CE 5.107 (4.558)] [KD 5.479 (5.378)] 2024-10-12 01:46:52,739 - Train: 6.13% [76650/1251000] [61.3/1000.0] [batch_t 0.230 (0.231)] [data_t 0.006] [optim_t 0.224] [lr 0.002973] [CE 4.207 (4.701)] [KD 5.055 (5.444)] 2024-10-12 01:47:04,050 - Train: 6.13% [76700/1251000] [61.3/1000.0] [batch_t 0.228 (0.226)] [data_t 0.009] [optim_t 0.219] [lr 0.002973] [CE 4.169 (4.643)] [KD 4.668 (5.350)] 2024-10-12 01:47:15,829 - Train: 6.14% [76750/1251000] [61.4/1000.0] [batch_t 0.222 (0.235)] [data_t 0.009] [optim_t 0.213] [lr 0.002973] [CE 4.464 (4.613)] [KD 5.531 (5.266)] 2024-10-12 01:47:27,360 - Train: 6.14% [76800/1251000] [61.4/1000.0] [batch_t 0.219 (0.230)] [data_t 0.010] [optim_t 0.209] [lr 0.002972] [CE 4.570 (4.635)] [KD 5.318 (5.282)] 2024-10-12 01:47:39,159 - Train: 6.14% [76850/1251000] [61.4/1000.0] [batch_t 0.221 (0.236)] [data_t 0.010] [optim_t 0.212] [lr 0.002972] [CE 4.157 (4.610)] [KD 4.952 (5.324)] 2024-10-12 01:47:50,716 - Train: 6.15% [76900/1251000] [61.5/1000.0] [batch_t 0.215 (0.231)] [data_t 0.010] [optim_t 0.206] [lr 0.002972] [CE 4.748 (4.723)] [KD 5.470 (5.323)] 2024-10-12 01:48:01,989 - Train: 6.15% [76950/1251000] [61.5/1000.0] [batch_t 0.243 (0.225)] [data_t 0.009] [optim_t 0.234] [lr 0.002972] [CE 4.816 (4.714)] [KD 5.498 (5.424)] 2024-10-12 01:48:13,449 - Train: 6.16% [77000/1251000] [61.6/1000.0] [batch_t 0.223 (0.229)] [data_t 0.008] [optim_t 0.214] [lr 0.002972] [CE 4.421 (4.715)] [KD 5.299 (5.407)] 2024-10-12 01:48:25,487 - Train: 6.16% [77050/1251000] [61.6/1000.0] [batch_t 0.218 (0.241)] [data_t 0.008] [optim_t 0.209] [lr 0.002972] [CE 4.611 (4.693)] [KD 5.380 (5.318)] 2024-10-12 01:48:37,235 - Train: 6.16% [77100/1251000] [61.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.002972] [CE 4.874 (4.699)] [KD 5.686 (5.403)] 2024-10-12 01:48:48,557 - Train: 6.17% [77150/1251000] [61.7/1000.0] [batch_t 0.226 (0.226)] [data_t 0.010] [optim_t 0.216] [lr 0.002972] [CE 4.921 (4.682)] [KD 5.954 (5.409)] 2024-10-12 01:49:00,034 - Train: 6.17% [77200/1251000] [61.7/1000.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.212] [lr 0.002972] [CE 4.857 (4.664)] [KD 5.199 (5.410)] 2024-10-12 01:49:11,803 - Train: 6.18% [77250/1251000] [61.8/1000.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.002972] [CE 4.614 (4.621)] [KD 5.352 (5.329)] 2024-10-12 01:49:23,273 - Train: 6.18% [77300/1251000] [61.8/1000.0] [batch_t 0.219 (0.229)] [data_t 0.009] [optim_t 0.210] [lr 0.002972] [CE 3.987 (4.606)] [KD 5.122 (5.385)] 2024-10-12 01:49:34,747 - Train: 6.18% [77350/1251000] [61.8/1000.0] [batch_t 0.221 (0.229)] [data_t 0.010] [optim_t 0.211] [lr 0.002972] [CE 4.469 (4.664)] [KD 4.799 (5.326)] 2024-10-12 01:49:45,949 - Train: 6.19% [77400/1251000] [61.9/1000.0] [batch_t 0.228 (0.224)] [data_t 0.009] [optim_t 0.219] [lr 0.002972] [CE 4.954 (4.592)] [KD 5.242 (5.200)] 2024-10-12 01:49:57,545 - Train: 6.19% [77450/1251000] [61.9/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002972] [CE 4.633 (4.612)] [KD 5.333 (5.225)] 2024-10-12 01:50:09,191 - Train: 6.20% [77500/1251000] [62.0/1000.0] [batch_t 0.238 (0.233)] [data_t 0.008] [optim_t 0.230] [lr 0.002972] [CE 4.648 (4.662)] [KD 5.215 (5.278)] 2024-10-12 01:50:20,890 - Train: 6.20% [77550/1251000] [62.0/1000.0] [batch_t 0.226 (0.234)] [data_t 0.008] [optim_t 0.218] [lr 0.002972] [CE 4.826 (4.607)] [KD 5.453 (5.364)] 2024-10-12 01:50:23,448 - ==> Total time: 5:12:16 Eta: 3 days, 6:44:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:50:35,987 - Train: 6.20% [77600/1251000] [62.0/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.219] [lr 0.002972] [CE 4.621 (4.562)] [KD 4.938 (5.241)] 2024-10-12 01:50:47,653 - Train: 6.21% [77650/1251000] [62.1/1000.0] [batch_t 0.214 (0.233)] [data_t 0.010] [optim_t 0.204] [lr 0.002972] [CE 4.050 (4.562)] [KD 4.938 (5.228)] 2024-10-12 01:50:59,510 - Train: 6.21% [77700/1251000] [62.1/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.232] [lr 0.002972] [CE 4.702 (4.605)] [KD 5.185 (5.277)] 2024-10-12 01:51:11,272 - Train: 6.22% [77750/1251000] [62.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.228] [lr 0.002972] [CE 4.771 (4.613)] [KD 5.387 (5.279)] 2024-10-12 01:51:23,116 - Train: 6.22% [77800/1251000] [62.2/1000.0] [batch_t 0.215 (0.237)] [data_t 0.008] [optim_t 0.207] [lr 0.002972] [CE 5.095 (4.624)] [KD 5.349 (5.256)] 2024-10-12 01:51:34,623 - Train: 6.22% [77850/1251000] [62.2/1000.0] [batch_t 0.228 (0.230)] [data_t 0.010] [optim_t 0.219] [lr 0.002972] [CE 4.574 (4.640)] [KD 5.249 (5.229)] 2024-10-12 01:51:46,205 - Train: 6.23% [77900/1251000] [62.3/1000.0] [batch_t 0.217 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.002972] [CE 4.204 (4.616)] [KD 5.438 (5.222)] 2024-10-12 01:51:57,945 - Train: 6.23% [77950/1251000] [62.3/1000.0] [batch_t 0.219 (0.235)] [data_t 0.006] [optim_t 0.213] [lr 0.002972] [CE 4.487 (4.636)] [KD 5.474 (5.401)] 2024-10-12 01:52:09,625 - Train: 6.24% [78000/1251000] [62.4/1000.0] [batch_t 0.215 (0.233)] [data_t 0.007] [optim_t 0.208] [lr 0.002972] [CE 4.521 (4.643)] [KD 5.305 (5.260)] 2024-10-12 01:52:20,899 - Train: 6.24% [78050/1251000] [62.4/1000.0] [batch_t 0.218 (0.225)] [data_t 0.007] [optim_t 0.211] [lr 0.002972] [CE 4.130 (4.635)] [KD 5.314 (5.290)] 2024-10-12 01:52:32,644 - Train: 6.24% [78100/1251000] [62.4/1000.0] [batch_t 0.229 (0.235)] [data_t 0.010] [optim_t 0.218] [lr 0.002972] [CE 4.816 (4.629)] [KD 5.746 (5.438)] 2024-10-12 01:52:43,940 - Train: 6.25% [78150/1251000] [62.5/1000.0] [batch_t 0.228 (0.226)] [data_t 0.009] [optim_t 0.219] [lr 0.002971] [CE 4.827 (4.640)] [KD 5.318 (5.301)] 2024-10-12 01:52:55,488 - Train: 6.25% [78200/1251000] [62.5/1000.0] [batch_t 0.228 (0.231)] [data_t 0.010] [optim_t 0.218] [lr 0.002971] [CE 4.835 (4.673)] [KD 5.273 (5.320)] 2024-10-12 01:53:07,359 - Train: 6.25% [78250/1251000] [62.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.002971] [CE 4.654 (4.655)] [KD 5.290 (5.343)] 2024-10-12 01:53:19,307 - Train: 6.26% [78300/1251000] [62.6/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.002971] [CE 4.940 (4.652)] [KD 5.365 (5.381)] 2024-10-12 01:53:31,051 - Train: 6.26% [78350/1251000] [62.6/1000.0] [batch_t 0.225 (0.235)] [data_t 0.010] [optim_t 0.215] [lr 0.002971] [CE 4.543 (4.641)] [KD 5.394 (5.360)] 2024-10-12 01:53:42,482 - Train: 6.27% [78400/1251000] [62.7/1000.0] [batch_t 0.216 (0.228)] [data_t 0.006] [optim_t 0.210] [lr 0.002971] [CE 4.010 (4.605)] [KD 5.070 (5.208)] 2024-10-12 01:53:53,857 - Train: 6.27% [78450/1251000] [62.7/1000.0] [batch_t 0.220 (0.227)] [data_t 0.007] [optim_t 0.214] [lr 0.002971] [CE 4.776 (4.619)] [KD 5.166 (5.220)] 2024-10-12 01:54:05,597 - Train: 6.27% [78500/1251000] [62.7/1000.0] [batch_t 0.223 (0.235)] [data_t 0.007] [optim_t 0.216] [lr 0.002971] [CE 4.982 (4.608)] [KD 5.320 (5.281)] 2024-10-12 01:54:17,344 - Train: 6.28% [78550/1251000] [62.8/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002971] [CE 4.829 (4.580)] [KD 5.125 (5.221)] 2024-10-12 01:54:29,316 - Train: 6.28% [78600/1251000] [62.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.002971] [CE 4.731 (4.634)] [KD 5.618 (5.257)] 2024-10-12 01:54:41,401 - Train: 6.29% [78650/1251000] [62.9/1000.0] [batch_t 0.218 (0.242)] [data_t 0.006] [optim_t 0.212] [lr 0.002971] [CE 4.611 (4.568)] [KD 5.157 (5.296)] 2024-10-12 01:54:52,984 - Train: 6.29% [78700/1251000] [62.9/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.214] [lr 0.002971] [CE 4.625 (4.626)] [KD 5.076 (5.257)] 2024-10-12 01:55:04,382 - Train: 6.29% [78750/1251000] [62.9/1000.0] [batch_t 0.226 (0.228)] [data_t 0.008] [optim_t 0.218] [lr 0.002971] [CE 4.875 (4.697)] [KD 5.278 (5.419)] 2024-10-12 01:55:16,072 - Train: 6.30% [78800/1251000] [63.0/1000.0] [batch_t 0.209 (0.234)] [data_t 0.007] [optim_t 0.202] [lr 0.002971] [CE 4.538 (4.587)] [KD 5.314 (5.282)] 2024-10-12 01:55:18,778 - ==> Total time: 5:17:11 Eta: 3 days, 6:37:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 01:55:31,579 - Train: 6.30% [78850/1251000] [63.0/1000.0] [batch_t 0.251 (0.263)] [data_t 0.008] [optim_t 0.243] [lr 0.002971] [CE 4.519 (4.591)] [KD 5.174 (5.330)] 2024-10-12 01:55:43,786 - Train: 6.31% [78900/1251000] [63.1/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.002971] [CE 4.929 (4.649)] [KD 5.168 (5.317)] 2024-10-12 01:55:55,344 - Train: 6.31% [78950/1251000] [63.1/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.214] [lr 0.002971] [CE 4.518 (4.581)] [KD 5.350 (5.216)] 2024-10-12 01:56:06,751 - Train: 6.31% [79000/1251000] [63.1/1000.0] [batch_t 0.225 (0.228)] [data_t 0.008] [optim_t 0.217] [lr 0.002971] [CE 4.137 (4.609)] [KD 4.965 (5.228)] 2024-10-12 01:56:18,298 - Train: 6.32% [79050/1251000] [63.2/1000.0] [batch_t 0.229 (0.231)] [data_t 0.007] [optim_t 0.222] [lr 0.002971] [CE 4.576 (4.652)] [KD 5.173 (5.215)] 2024-10-12 01:56:29,822 - Train: 6.32% [79100/1251000] [63.2/1000.0] [batch_t 0.221 (0.230)] [data_t 0.008] [optim_t 0.214] [lr 0.002971] [CE 4.029 (4.616)] [KD 5.148 (5.251)] 2024-10-12 01:56:41,588 - Train: 6.33% [79150/1251000] [63.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002971] [CE 4.683 (4.632)] [KD 5.307 (5.240)] 2024-10-12 01:56:53,292 - Train: 6.33% [79200/1251000] [63.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002971] [CE 4.424 (4.662)] [KD 5.225 (5.292)] 2024-10-12 01:57:04,729 - Train: 6.33% [79250/1251000] [63.3/1000.0] [batch_t 0.228 (0.229)] [data_t 0.009] [optim_t 0.219] [lr 0.002971] [CE 4.668 (4.589)] [KD 4.832 (5.233)] 2024-10-12 01:57:16,276 - Train: 6.34% [79300/1251000] [63.4/1000.0] [batch_t 0.238 (0.231)] [data_t 0.009] [optim_t 0.229] [lr 0.002971] [CE 4.273 (4.632)] [KD 5.259 (5.344)] 2024-10-12 01:57:28,266 - Train: 6.34% [79350/1251000] [63.4/1000.0] [batch_t 0.219 (0.240)] [data_t 0.009] [optim_t 0.210] [lr 0.002971] [CE 4.717 (4.694)] [KD 5.513 (5.318)] 2024-10-12 01:57:39,694 - Train: 6.35% [79400/1251000] [63.5/1000.0] [batch_t 0.214 (0.228)] [data_t 0.009] [optim_t 0.205] [lr 0.002971] [CE 5.174 (4.632)] [KD 5.365 (5.219)] 2024-10-12 01:57:50,951 - Train: 6.35% [79450/1251000] [63.5/1000.0] [batch_t 0.235 (0.225)] [data_t 0.010] [optim_t 0.225] [lr 0.002971] [CE 4.405 (4.650)] [KD 5.219 (5.326)] 2024-10-12 01:58:03,146 - Train: 6.35% [79500/1251000] [63.5/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.002971] [CE 4.556 (4.592)] [KD 5.459 (5.225)] 2024-10-12 01:58:15,187 - Train: 6.36% [79550/1251000] [63.6/1000.0] [batch_t 0.222 (0.241)] [data_t 0.009] [optim_t 0.213] [lr 0.002970] [CE 4.796 (4.589)] [KD 5.393 (5.261)] 2024-10-12 01:58:26,542 - Train: 6.36% [79600/1251000] [63.6/1000.0] [batch_t 0.216 (0.227)] [data_t 0.008] [optim_t 0.207] [lr 0.002970] [CE 4.890 (4.640)] [KD 5.585 (5.281)] 2024-10-12 01:58:38,386 - Train: 6.37% [79650/1251000] [63.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.002970] [CE 4.959 (4.672)] [KD 5.467 (5.427)] 2024-10-12 01:58:49,988 - Train: 6.37% [79700/1251000] [63.7/1000.0] [batch_t 0.235 (0.232)] [data_t 0.007] [optim_t 0.228] [lr 0.002970] [CE 4.686 (4.683)] [KD 5.101 (5.348)] 2024-10-12 01:59:01,667 - Train: 6.37% [79750/1251000] [63.7/1000.0] [batch_t 0.442 (0.233)] [data_t 0.009] [optim_t 0.433] [lr 0.002970] [CE 4.495 (4.621)] [KD 5.382 (5.313)] 2024-10-12 01:59:13,778 - Train: 6.38% [79800/1251000] [63.8/1000.0] [batch_t 0.226 (0.242)] [data_t 0.010] [optim_t 0.216] [lr 0.002970] [CE 4.476 (4.598)] [KD 5.566 (5.210)] 2024-10-12 01:59:25,386 - Train: 6.38% [79850/1251000] [63.8/1000.0] [batch_t 0.210 (0.232)] [data_t 0.007] [optim_t 0.203] [lr 0.002970] [CE 5.071 (4.573)] [KD 5.418 (5.335)] 2024-10-12 01:59:36,986 - Train: 6.39% [79900/1251000] [63.9/1000.0] [batch_t 0.226 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.002970] [CE 4.527 (4.611)] [KD 5.550 (5.327)] 2024-10-12 01:59:48,585 - Train: 6.39% [79950/1251000] [63.9/1000.0] [batch_t 0.220 (0.232)] [data_t 0.009] [optim_t 0.211] [lr 0.002970] [CE 4.776 (4.694)] [KD 5.458 (5.355)] 2024-10-12 02:00:00,189 - Train: 6.39% [80000/1251000] [63.9/1000.0] [batch_t 0.216 (0.232)] [data_t 0.009] [optim_t 0.207] [lr 0.002970] [CE 4.887 (4.576)] [KD 5.563 (5.381)] 2024-10-12 02:00:11,680 - Train: 6.40% [80050/1251000] [64.0/1000.0] [batch_t 0.228 (0.230)] [data_t 0.006] [optim_t 0.221] [lr 0.002970] [CE 4.535 (4.706)] [KD 5.049 (5.383)] 2024-10-12 02:00:14,964 - ==> Total time: 5:22:07 Eta: 3 days, 6:31:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:00:28,042 - Train: 6.40% [80100/1251000] [64.0/1000.0] [batch_t 0.236 (0.278)] [data_t 0.008] [optim_t 0.227] [lr 0.002970] [CE 4.970 (4.607)] [KD 5.399 (5.225)] 2024-10-12 02:00:39,993 - Train: 6.41% [80150/1251000] [64.1/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.002970] [CE 4.945 (4.637)] [KD 5.720 (5.217)] 2024-10-12 02:00:51,922 - Train: 6.41% [80200/1251000] [64.1/1000.0] [batch_t 0.215 (0.238)] [data_t 0.010] [optim_t 0.206] [lr 0.002970] [CE 4.108 (4.694)] [KD 4.886 (5.308)] 2024-10-12 02:01:03,882 - Train: 6.41% [80250/1251000] [64.1/1000.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.210] [lr 0.002970] [CE 4.774 (4.603)] [KD 5.514 (5.244)] 2024-10-12 02:01:16,010 - Train: 6.42% [80300/1251000] [64.2/1000.0] [batch_t 0.230 (0.242)] [data_t 0.011] [optim_t 0.219] [lr 0.002970] [CE 4.366 (4.697)] [KD 5.227 (5.303)] 2024-10-12 02:01:27,698 - Train: 6.42% [80350/1251000] [64.2/1000.0] [batch_t 0.238 (0.234)] [data_t 0.010] [optim_t 0.228] [lr 0.002970] [CE 4.104 (4.662)] [KD 5.204 (5.302)] 2024-10-12 02:01:39,567 - Train: 6.43% [80400/1251000] [64.3/1000.0] [batch_t 0.215 (0.237)] [data_t 0.007] [optim_t 0.208] [lr 0.002970] [CE 4.713 (4.559)] [KD 5.197 (5.264)] 2024-10-12 02:01:50,995 - Train: 6.43% [80450/1251000] [64.3/1000.0] [batch_t 0.231 (0.228)] [data_t 0.009] [optim_t 0.222] [lr 0.002970] [CE 4.649 (4.625)] [KD 5.430 (5.243)] 2024-10-12 02:02:02,616 - Train: 6.43% [80500/1251000] [64.3/1000.0] [batch_t 0.228 (0.232)] [data_t 0.007] [optim_t 0.221] [lr 0.002970] [CE 4.712 (4.589)] [KD 5.105 (5.209)] 2024-10-12 02:02:14,480 - Train: 6.44% [80550/1251000] [64.4/1000.0] [batch_t 0.419 (0.237)] [data_t 0.009] [optim_t 0.410] [lr 0.002970] [CE 4.966 (4.590)] [KD 5.293 (5.277)] 2024-10-12 02:02:26,293 - Train: 6.44% [80600/1251000] [64.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.002970] [CE 4.846 (4.519)] [KD 5.066 (5.217)] 2024-10-12 02:02:37,602 - Train: 6.45% [80650/1251000] [64.5/1000.0] [batch_t 0.227 (0.226)] [data_t 0.010] [optim_t 0.217] [lr 0.002970] [CE 5.050 (4.646)] [KD 5.388 (5.243)] 2024-10-12 02:02:49,379 - Train: 6.45% [80700/1251000] [64.5/1000.0] [batch_t 0.225 (0.235)] [data_t 0.007] [optim_t 0.218] [lr 0.002970] [CE 4.555 (4.627)] [KD 5.264 (5.367)] 2024-10-12 02:03:01,131 - Train: 6.45% [80750/1251000] [64.5/1000.0] [batch_t 0.225 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.002970] [CE 4.262 (4.598)] [KD 5.472 (5.346)] 2024-10-12 02:03:12,780 - Train: 6.46% [80800/1251000] [64.6/1000.0] [batch_t 0.221 (0.233)] [data_t 0.010] [optim_t 0.211] [lr 0.002970] [CE 4.486 (4.624)] [KD 5.290 (5.272)] 2024-10-12 02:03:24,253 - Train: 6.46% [80850/1251000] [64.6/1000.0] [batch_t 0.228 (0.229)] [data_t 0.009] [optim_t 0.218] [lr 0.002969] [CE 4.548 (4.656)] [KD 4.807 (5.389)] 2024-10-12 02:03:36,536 - Train: 6.47% [80900/1251000] [64.7/1000.0] [batch_t 0.222 (0.246)] [data_t 0.009] [optim_t 0.213] [lr 0.002969] [CE 4.711 (4.630)] [KD 5.903 (5.345)] 2024-10-12 02:03:48,094 - Train: 6.47% [80950/1251000] [64.7/1000.0] [batch_t 0.221 (0.231)] [data_t 0.007] [optim_t 0.214] [lr 0.002969] [CE 4.327 (4.660)] [KD 5.112 (5.397)] 2024-10-12 02:03:59,220 - Train: 6.47% [81000/1251000] [64.7/1000.0] [batch_t 0.220 (0.222)] [data_t 0.008] [optim_t 0.212] [lr 0.002969] [CE 4.998 (4.567)] [KD 5.494 (5.308)] 2024-10-12 02:04:11,178 - Train: 6.48% [81050/1251000] [64.8/1000.0] [batch_t 0.225 (0.239)] [data_t 0.007] [optim_t 0.218] [lr 0.002969] [CE 3.996 (4.666)] [KD 5.213 (5.388)] 2024-10-12 02:04:22,949 - Train: 6.48% [81100/1251000] [64.8/1000.0] [batch_t 0.225 (0.235)] [data_t 0.007] [optim_t 0.217] [lr 0.002969] [CE 4.344 (4.678)] [KD 5.278 (5.316)] 2024-10-12 02:04:34,227 - Train: 6.49% [81150/1251000] [64.9/1000.0] [batch_t 0.222 (0.225)] [data_t 0.011] [optim_t 0.211] [lr 0.002969] [CE 4.583 (4.656)] [KD 5.245 (5.320)] 2024-10-12 02:04:45,927 - Train: 6.49% [81200/1251000] [64.9/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.002969] [CE 4.603 (4.618)] [KD 5.013 (5.335)] 2024-10-12 02:04:57,306 - Train: 6.49% [81250/1251000] [64.9/1000.0] [batch_t 0.225 (0.227)] [data_t 0.009] [optim_t 0.217] [lr 0.002969] [CE 4.555 (4.630)] [KD 5.156 (5.327)] 2024-10-12 02:05:08,920 - Train: 6.50% [81300/1251000] [65.0/1000.0] [batch_t 0.239 (0.232)] [data_t 0.032] [optim_t 0.207] [lr 0.002969] [CE 4.903 (4.618)] [KD 5.458 (5.337)] 2024-10-12 02:05:21,027 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 33484] [top5_cnt 44058] [top_all 50000] 2024-10-12 02:05:21,028 - net: 66.968 (88.116) 2024-10-12 02:05:29,471 - Test (net_E): 100.00% [50/50] [batch_t 0.517 (0.152)] [top1_cnt 36801] [top5_cnt 45787] [top_all 50000] 2024-10-12 02:05:29,471 - net_E: 73.602 (91.574) 2024-10-12 02:05:29,690 - Max [top1: 68.036 (epoch: 60)] [top1-ema: 73.602 (epoch: 65)] 2024-10-12 02:05:29,691 - ==> Total time: 5:27:22 Eta: 3 days, 6:29:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:05:51,191 - Train: 6.50% [81350/1251000] [65.0/1000.0] [batch_t 0.209 (0.246)] [data_t 0.008] [optim_t 0.201] [lr 0.002969] [CE 4.716 (4.558)] [KD 5.316 (5.186)] 2024-10-12 02:06:02,639 - Train: 6.51% [81400/1251000] [65.1/1000.0] [batch_t 0.233 (0.229)] [data_t 0.006] [optim_t 0.227] [lr 0.002969] [CE 5.000 (4.612)] [KD 5.632 (5.273)] 2024-10-12 02:06:14,379 - Train: 6.51% [81450/1251000] [65.1/1000.0] [batch_t 0.225 (0.235)] [data_t 0.010] [optim_t 0.216] [lr 0.002969] [CE 4.543 (4.713)] [KD 5.373 (5.312)] 2024-10-12 02:06:26,245 - Train: 6.51% [81500/1251000] [65.1/1000.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.214] [lr 0.002969] [CE 4.901 (4.631)] [KD 5.571 (5.325)] 2024-10-12 02:06:38,202 - Train: 6.52% [81550/1251000] [65.2/1000.0] [batch_t 0.516 (0.239)] [data_t 0.007] [optim_t 0.509] [lr 0.002969] [CE 4.382 (4.650)] [KD 5.260 (5.341)] 2024-10-12 02:06:49,633 - Train: 6.52% [81600/1251000] [65.2/1000.0] [batch_t 0.395 (0.228)] [data_t 0.009] [optim_t 0.386] [lr 0.002969] [CE 4.696 (4.606)] [KD 5.205 (5.240)] 2024-10-12 02:07:01,152 - Train: 6.53% [81650/1251000] [65.3/1000.0] [batch_t 0.217 (0.230)] [data_t 0.007] [optim_t 0.210] [lr 0.002969] [CE 4.942 (4.624)] [KD 5.568 (5.313)] 2024-10-12 02:07:12,999 - Train: 6.53% [81700/1251000] [65.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.007] [optim_t 0.228] [lr 0.002969] [CE 3.985 (4.579)] [KD 5.197 (5.220)] 2024-10-12 02:07:24,588 - Train: 6.53% [81750/1251000] [65.3/1000.0] [batch_t 0.220 (0.232)] [data_t 0.006] [optim_t 0.214] [lr 0.002969] [CE 4.826 (4.679)] [KD 5.203 (5.330)] 2024-10-12 02:07:36,569 - Train: 6.54% [81800/1251000] [65.4/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.002969] [CE 4.630 (4.608)] [KD 5.268 (5.183)] 2024-10-12 02:07:48,308 - Train: 6.54% [81850/1251000] [65.4/1000.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.002969] [CE 4.281 (4.676)] [KD 5.236 (5.219)] 2024-10-12 02:07:59,798 - Train: 6.55% [81900/1251000] [65.5/1000.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.002969] [CE 4.288 (4.651)] [KD 5.230 (5.281)] 2024-10-12 02:08:12,228 - Train: 6.55% [81950/1251000] [65.5/1000.0] [batch_t 0.224 (0.248)] [data_t 0.009] [optim_t 0.215] [lr 0.002969] [CE 4.093 (4.640)] [KD 5.122 (5.272)] 2024-10-12 02:08:23,673 - Train: 6.55% [82000/1251000] [65.5/1000.0] [batch_t 0.230 (0.229)] [data_t 0.009] [optim_t 0.222] [lr 0.002969] [CE 4.997 (4.602)] [KD 5.323 (5.319)] 2024-10-12 02:08:35,167 - Train: 6.56% [82050/1251000] [65.6/1000.0] [batch_t 0.241 (0.230)] [data_t 0.009] [optim_t 0.232] [lr 0.002969] [CE 4.358 (4.611)] [KD 5.045 (5.281)] 2024-10-12 02:08:47,582 - Train: 6.56% [82100/1251000] [65.6/1000.0] [batch_t 0.221 (0.248)] [data_t 0.010] [optim_t 0.211] [lr 0.002969] [CE 5.156 (4.629)] [KD 5.535 (5.315)] 2024-10-12 02:08:59,308 - Train: 6.57% [82150/1251000] [65.7/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.002969] [CE 4.171 (4.581)] [KD 5.076 (5.236)] 2024-10-12 02:09:10,874 - Train: 6.57% [82200/1251000] [65.7/1000.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.002968] [CE 4.788 (4.591)] [KD 4.996 (5.249)] 2024-10-12 02:09:22,802 - Train: 6.57% [82250/1251000] [65.7/1000.0] [batch_t 0.227 (0.238)] [data_t 0.008] [optim_t 0.219] [lr 0.002968] [CE 4.741 (4.582)] [KD 5.569 (5.270)] 2024-10-12 02:09:34,618 - Train: 6.58% [82300/1251000] [65.8/1000.0] [batch_t 0.219 (0.236)] [data_t 0.008] [optim_t 0.212] [lr 0.002968] [CE 4.504 (4.576)] [KD 5.442 (5.270)] 2024-10-12 02:09:46,352 - Train: 6.58% [82350/1251000] [65.8/1000.0] [batch_t 0.222 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.002968] [CE 4.447 (4.675)] [KD 5.404 (5.377)] 2024-10-12 02:09:58,380 - Train: 6.59% [82400/1251000] [65.9/1000.0] [batch_t 0.224 (0.240)] [data_t 0.007] [optim_t 0.217] [lr 0.002968] [CE 4.569 (4.667)] [KD 5.323 (5.332)] 2024-10-12 02:10:10,321 - Train: 6.59% [82450/1251000] [65.9/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.220] [lr 0.002968] [CE 4.967 (4.640)] [KD 5.615 (5.392)] 2024-10-12 02:10:21,834 - Train: 6.59% [82500/1251000] [65.9/1000.0] [batch_t 0.224 (0.230)] [data_t 0.007] [optim_t 0.218] [lr 0.002968] [CE 4.297 (4.658)] [KD 5.165 (5.356)] 2024-10-12 02:10:33,887 - Train: 6.60% [82550/1251000] [66.0/1000.0] [batch_t 0.217 (0.241)] [data_t 0.010] [optim_t 0.208] [lr 0.002968] [CE 4.785 (4.633)] [KD 5.393 (5.307)] 2024-10-12 02:10:37,372 - ==> Total time: 5:32:30 Eta: 3 days, 6:25:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:10:48,704 - Train: 6.60% [82600/1251000] [66.0/1000.0] [batch_t 0.225 (0.248)] [data_t 0.007] [optim_t 0.219] [lr 0.002968] [CE 4.990 (4.593)] [KD 5.195 (5.301)] 2024-10-12 02:11:00,157 - Train: 6.61% [82650/1251000] [66.1/1000.0] [batch_t 0.237 (0.229)] [data_t 0.010] [optim_t 0.227] [lr 0.002968] [CE 4.413 (4.551)] [KD 4.993 (5.200)] 2024-10-12 02:11:12,153 - Train: 6.61% [82700/1251000] [66.1/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.002968] [CE 4.682 (4.580)] [KD 5.228 (5.173)] 2024-10-12 02:11:24,090 - Train: 6.61% [82750/1251000] [66.1/1000.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.002968] [CE 4.457 (4.580)] [KD 5.313 (5.211)] 2024-10-12 02:11:35,378 - Train: 6.62% [82800/1251000] [66.2/1000.0] [batch_t 0.229 (0.226)] [data_t 0.010] [optim_t 0.219] [lr 0.002968] [CE 4.187 (4.589)] [KD 5.047 (5.257)] 2024-10-12 02:11:47,495 - Train: 6.62% [82850/1251000] [66.2/1000.0] [batch_t 0.227 (0.242)] [data_t 0.006] [optim_t 0.221] [lr 0.002968] [CE 4.020 (4.665)] [KD 4.988 (5.373)] 2024-10-12 02:11:58,857 - Train: 6.63% [82900/1251000] [66.3/1000.0] [batch_t 0.224 (0.227)] [data_t 0.008] [optim_t 0.216] [lr 0.002968] [CE 4.845 (4.592)] [KD 5.282 (5.226)] 2024-10-12 02:12:10,817 - Train: 6.63% [82950/1251000] [66.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.230] [lr 0.002968] [CE 4.533 (4.637)] [KD 5.074 (5.255)] 2024-10-12 02:12:22,538 - Train: 6.63% [83000/1251000] [66.3/1000.0] [batch_t 0.432 (0.234)] [data_t 0.006] [optim_t 0.426] [lr 0.002968] [CE 4.919 (4.625)] [KD 5.645 (5.312)] 2024-10-12 02:12:34,461 - Train: 6.64% [83050/1251000] [66.4/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.002968] [CE 4.535 (4.681)] [KD 5.223 (5.314)] 2024-10-12 02:12:46,289 - Train: 6.64% [83100/1251000] [66.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.227] [lr 0.002968] [CE 4.525 (4.625)] [KD 5.066 (5.296)] 2024-10-12 02:12:58,479 - Train: 6.65% [83150/1251000] [66.5/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.002968] [CE 5.118 (4.640)] [KD 5.478 (5.287)] 2024-10-12 02:13:10,155 - Train: 6.65% [83200/1251000] [66.5/1000.0] [batch_t 0.229 (0.233)] [data_t 0.012] [optim_t 0.216] [lr 0.002968] [CE 5.160 (4.551)] [KD 5.711 (5.186)] 2024-10-12 02:13:21,855 - Train: 6.65% [83250/1251000] [66.5/1000.0] [batch_t 0.249 (0.234)] [data_t 0.006] [optim_t 0.243] [lr 0.002968] [CE 4.813 (4.614)] [KD 5.256 (5.254)] 2024-10-12 02:13:33,407 - Train: 6.66% [83300/1251000] [66.6/1000.0] [batch_t 0.228 (0.231)] [data_t 0.010] [optim_t 0.218] [lr 0.002968] [CE 4.357 (4.654)] [KD 4.982 (5.219)] 2024-10-12 02:13:45,892 - Train: 6.66% [83350/1251000] [66.6/1000.0] [batch_t 0.221 (0.250)] [data_t 0.006] [optim_t 0.215] [lr 0.002968] [CE 4.492 (4.649)] [KD 5.094 (5.181)] 2024-10-12 02:13:57,283 - Train: 6.67% [83400/1251000] [66.7/1000.0] [batch_t 0.216 (0.228)] [data_t 0.008] [optim_t 0.208] [lr 0.002968] [CE 4.482 (4.615)] [KD 5.364 (5.269)] 2024-10-12 02:14:09,125 - Train: 6.67% [83450/1251000] [66.7/1000.0] [batch_t 0.221 (0.237)] [data_t 0.010] [optim_t 0.211] [lr 0.002968] [CE 4.621 (4.651)] [KD 5.094 (5.296)] 2024-10-12 02:14:20,701 - Train: 6.67% [83500/1251000] [66.7/1000.0] [batch_t 0.226 (0.231)] [data_t 0.010] [optim_t 0.216] [lr 0.002967] [CE 4.685 (4.638)] [KD 5.346 (5.306)] 2024-10-12 02:14:32,346 - Train: 6.68% [83550/1251000] [66.8/1000.0] [batch_t 0.233 (0.233)] [data_t 0.010] [optim_t 0.223] [lr 0.002967] [CE 4.646 (4.597)] [KD 5.314 (5.380)] 2024-10-12 02:14:43,642 - Train: 6.68% [83600/1251000] [66.8/1000.0] [batch_t 0.227 (0.226)] [data_t 0.008] [optim_t 0.219] [lr 0.002967] [CE 4.708 (4.629)] [KD 5.259 (5.384)] 2024-10-12 02:14:55,100 - Train: 6.69% [83650/1251000] [66.9/1000.0] [batch_t 0.218 (0.229)] [data_t 0.010] [optim_t 0.209] [lr 0.002967] [CE 4.849 (4.662)] [KD 5.611 (5.353)] 2024-10-12 02:15:07,084 - Train: 6.69% [83700/1251000] [66.9/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.002967] [CE 4.953 (4.564)] [KD 5.564 (5.293)] 2024-10-12 02:15:19,005 - Train: 6.69% [83750/1251000] [66.9/1000.0] [batch_t 0.217 (0.238)] [data_t 0.007] [optim_t 0.209] [lr 0.002967] [CE 4.545 (4.633)] [KD 4.756 (5.366)] 2024-10-12 02:15:30,192 - Train: 6.70% [83800/1251000] [67.0/1000.0] [batch_t 0.217 (0.224)] [data_t 0.009] [optim_t 0.208] [lr 0.002967] [CE 4.624 (4.624)] [KD 5.362 (5.239)] 2024-10-12 02:15:33,822 - ==> Total time: 5:37:26 Eta: 3 days, 6:19:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:15:44,919 - Train: 6.70% [83850/1251000] [67.0/1000.0] [batch_t 0.224 (0.253)] [data_t 0.007] [optim_t 0.218] [lr 0.002967] [CE 4.722 (4.526)] [KD 5.030 (5.143)] 2024-10-12 02:15:56,492 - Train: 6.71% [83900/1251000] [67.1/1000.0] [batch_t 0.213 (0.231)] [data_t 0.008] [optim_t 0.204] [lr 0.002967] [CE 4.497 (4.546)] [KD 5.279 (5.238)] 2024-10-12 02:16:08,265 - Train: 6.71% [83950/1251000] [67.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.002967] [CE 4.533 (4.548)] [KD 5.311 (5.228)] 2024-10-12 02:16:19,856 - Train: 6.71% [84000/1251000] [67.1/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.002967] [CE 4.960 (4.609)] [KD 5.491 (5.209)] 2024-10-12 02:16:31,611 - Train: 6.72% [84050/1251000] [67.2/1000.0] [batch_t 0.387 (0.235)] [data_t 0.010] [optim_t 0.377] [lr 0.002967] [CE 4.726 (4.639)] [KD 5.457 (5.211)] 2024-10-12 02:16:42,726 - Train: 6.72% [84100/1251000] [67.2/1000.0] [batch_t 0.223 (0.222)] [data_t 0.010] [optim_t 0.213] [lr 0.002967] [CE 4.751 (4.618)] [KD 5.217 (5.295)] 2024-10-12 02:16:54,152 - Train: 6.73% [84150/1251000] [67.3/1000.0] [batch_t 0.220 (0.228)] [data_t 0.007] [optim_t 0.212] [lr 0.002967] [CE 4.337 (4.596)] [KD 5.394 (5.275)] 2024-10-12 02:17:05,513 - Train: 6.73% [84200/1251000] [67.3/1000.0] [batch_t 0.220 (0.227)] [data_t 0.009] [optim_t 0.211] [lr 0.002967] [CE 4.807 (4.602)] [KD 5.282 (5.216)] 2024-10-12 02:17:17,177 - Train: 6.73% [84250/1251000] [67.3/1000.0] [batch_t 0.226 (0.233)] [data_t 0.008] [optim_t 0.217] [lr 0.002967] [CE 4.487 (4.646)] [KD 5.336 (5.348)] 2024-10-12 02:17:28,732 - Train: 6.74% [84300/1251000] [67.4/1000.0] [batch_t 0.214 (0.231)] [data_t 0.008] [optim_t 0.206] [lr 0.002967] [CE 4.493 (4.597)] [KD 5.037 (5.209)] 2024-10-12 02:17:40,386 - Train: 6.74% [84350/1251000] [67.4/1000.0] [batch_t 0.220 (0.233)] [data_t 0.008] [optim_t 0.211] [lr 0.002967] [CE 4.429 (4.612)] [KD 5.124 (5.229)] 2024-10-12 02:17:51,609 - Train: 6.75% [84400/1251000] [67.5/1000.0] [batch_t 0.222 (0.224)] [data_t 0.007] [optim_t 0.215] [lr 0.002967] [CE 3.953 (4.625)] [KD 5.060 (5.223)] 2024-10-12 02:18:03,021 - Train: 6.75% [84450/1251000] [67.5/1000.0] [batch_t 0.219 (0.228)] [data_t 0.010] [optim_t 0.210] [lr 0.002967] [CE 4.544 (4.611)] [KD 5.312 (5.148)] 2024-10-12 02:18:14,464 - Train: 6.75% [84500/1251000] [67.5/1000.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.214] [lr 0.002967] [CE 4.512 (4.601)] [KD 4.962 (5.269)] 2024-10-12 02:18:25,920 - Train: 6.76% [84550/1251000] [67.6/1000.0] [batch_t 0.215 (0.229)] [data_t 0.011] [optim_t 0.204] [lr 0.002967] [CE 4.253 (4.574)] [KD 5.288 (5.240)] 2024-10-12 02:18:37,742 - Train: 6.76% [84600/1251000] [67.6/1000.0] [batch_t 0.227 (0.236)] [data_t 0.008] [optim_t 0.220] [lr 0.002967] [CE 4.293 (4.629)] [KD 5.010 (5.236)] 2024-10-12 02:18:49,167 - Train: 6.77% [84650/1251000] [67.7/1000.0] [batch_t 0.223 (0.228)] [data_t 0.009] [optim_t 0.213] [lr 0.002967] [CE 4.497 (4.582)] [KD 5.392 (5.274)] 2024-10-12 02:19:00,851 - Train: 6.77% [84700/1251000] [67.7/1000.0] [batch_t 0.218 (0.234)] [data_t 0.011] [optim_t 0.207] [lr 0.002967] [CE 4.073 (4.587)] [KD 5.226 (5.275)] 2024-10-12 02:19:12,330 - Train: 6.77% [84750/1251000] [67.7/1000.0] [batch_t 0.222 (0.229)] [data_t 0.007] [optim_t 0.216] [lr 0.002966] [CE 4.639 (4.661)] [KD 5.301 (5.313)] 2024-10-12 02:19:23,762 - Train: 6.78% [84800/1251000] [67.8/1000.0] [batch_t 0.222 (0.228)] [data_t 0.006] [optim_t 0.216] [lr 0.002966] [CE 4.803 (4.690)] [KD 5.485 (5.339)] 2024-10-12 02:19:35,467 - Train: 6.78% [84850/1251000] [67.8/1000.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.002966] [CE 5.070 (4.590)] [KD 5.609 (5.250)] 2024-10-12 02:19:46,989 - Train: 6.79% [84900/1251000] [67.9/1000.0] [batch_t 0.219 (0.230)] [data_t 0.008] [optim_t 0.211] [lr 0.002966] [CE 4.743 (4.620)] [KD 5.253 (5.297)] 2024-10-12 02:19:58,311 - Train: 6.79% [84950/1251000] [67.9/1000.0] [batch_t 0.215 (0.226)] [data_t 0.010] [optim_t 0.205] [lr 0.002966] [CE 5.299 (4.707)] [KD 5.607 (5.286)] 2024-10-12 02:20:10,321 - Train: 6.79% [85000/1251000] [67.9/1000.0] [batch_t 0.219 (0.240)] [data_t 0.007] [optim_t 0.212] [lr 0.002966] [CE 4.413 (4.637)] [KD 5.264 (5.312)] 2024-10-12 02:20:21,756 - Train: 6.80% [85050/1251000] [68.0/1000.0] [batch_t 0.206 (0.228)] [data_t 0.007] [optim_t 0.199] [lr 0.002966] [CE 4.832 (4.655)] [KD 5.231 (5.312)] 2024-10-12 02:20:25,502 - ==> Total time: 5:42:18 Eta: 3 days, 6:11:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:20:37,297 - Train: 6.80% [85100/1251000] [68.0/1000.0] [batch_t 0.246 (0.263)] [data_t 0.009] [optim_t 0.237] [lr 0.002966] [CE 5.064 (4.597)] [KD 5.638 (5.271)] 2024-10-12 02:20:49,800 - Train: 6.81% [85150/1251000] [68.1/1000.0] [batch_t 0.222 (0.250)] [data_t 0.008] [optim_t 0.214] [lr 0.002966] [CE 4.072 (4.632)] [KD 5.008 (5.218)] 2024-10-12 02:21:01,546 - Train: 6.81% [85200/1251000] [68.1/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.002966] [CE 4.240 (4.643)] [KD 5.286 (5.227)] 2024-10-12 02:21:13,296 - Train: 6.81% [85250/1251000] [68.1/1000.0] [batch_t 0.229 (0.235)] [data_t 0.010] [optim_t 0.219] [lr 0.002966] [CE 5.000 (4.605)] [KD 5.509 (5.200)] 2024-10-12 02:21:25,022 - Train: 6.82% [85300/1251000] [68.2/1000.0] [batch_t 0.240 (0.234)] [data_t 0.008] [optim_t 0.232] [lr 0.002966] [CE 4.584 (4.621)] [KD 5.499 (5.331)] 2024-10-12 02:21:37,029 - Train: 6.82% [85350/1251000] [68.2/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002966] [CE 4.551 (4.697)] [KD 5.073 (5.308)] 2024-10-12 02:21:48,372 - Train: 6.83% [85400/1251000] [68.3/1000.0] [batch_t 0.233 (0.227)] [data_t 0.009] [optim_t 0.224] [lr 0.002966] [CE 4.640 (4.639)] [KD 5.438 (5.276)] 2024-10-12 02:22:00,217 - Train: 6.83% [85450/1251000] [68.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.228] [lr 0.002966] [CE 4.453 (4.584)] [KD 4.997 (5.205)] 2024-10-12 02:22:12,280 - Train: 6.83% [85500/1251000] [68.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002966] [CE 4.163 (4.600)] [KD 5.075 (5.266)] 2024-10-12 02:22:24,448 - Train: 6.84% [85550/1251000] [68.4/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.002966] [CE 4.225 (4.644)] [KD 5.085 (5.315)] 2024-10-12 02:22:36,388 - Train: 6.84% [85600/1251000] [68.4/1000.0] [batch_t 0.245 (0.239)] [data_t 0.006] [optim_t 0.239] [lr 0.002966] [CE 4.690 (4.635)] [KD 5.315 (5.243)] 2024-10-12 02:22:48,950 - Train: 6.85% [85650/1251000] [68.5/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002966] [CE 4.473 (4.638)] [KD 5.043 (5.275)] 2024-10-12 02:23:00,642 - Train: 6.85% [85700/1251000] [68.5/1000.0] [batch_t 0.215 (0.234)] [data_t 0.009] [optim_t 0.206] [lr 0.002966] [CE 4.705 (4.620)] [KD 5.201 (5.210)] 2024-10-12 02:23:12,336 - Train: 6.85% [85750/1251000] [68.5/1000.0] [batch_t 0.220 (0.234)] [data_t 0.007] [optim_t 0.213] [lr 0.002966] [CE 4.547 (4.611)] [KD 5.351 (5.262)] 2024-10-12 02:23:24,644 - Train: 6.86% [85800/1251000] [68.6/1000.0] [batch_t 0.226 (0.246)] [data_t 0.006] [optim_t 0.220] [lr 0.002966] [CE 4.525 (4.574)] [KD 5.186 (5.284)] 2024-10-12 02:23:36,073 - Train: 6.86% [85850/1251000] [68.6/1000.0] [batch_t 0.225 (0.228)] [data_t 0.007] [optim_t 0.218] [lr 0.002966] [CE 4.221 (4.632)] [KD 5.175 (5.302)] 2024-10-12 02:23:47,561 - Train: 6.87% [85900/1251000] [68.7/1000.0] [batch_t 0.222 (0.230)] [data_t 0.008] [optim_t 0.214] [lr 0.002966] [CE 4.932 (4.614)] [KD 5.620 (5.310)] 2024-10-12 02:23:59,410 - Train: 6.87% [85950/1251000] [68.7/1000.0] [batch_t 0.215 (0.237)] [data_t 0.009] [optim_t 0.206] [lr 0.002966] [CE 5.074 (4.651)] [KD 5.520 (5.337)] 2024-10-12 02:24:10,779 - Train: 6.87% [86000/1251000] [68.7/1000.0] [batch_t 0.221 (0.227)] [data_t 0.006] [optim_t 0.215] [lr 0.002966] [CE 4.598 (4.639)] [KD 5.337 (5.210)] 2024-10-12 02:24:22,259 - Train: 6.88% [86050/1251000] [68.8/1000.0] [batch_t 0.229 (0.229)] [data_t 0.007] [optim_t 0.222] [lr 0.002965] [CE 4.908 (4.684)] [KD 5.492 (5.185)] 2024-10-12 02:24:34,514 - Train: 6.88% [86100/1251000] [68.8/1000.0] [batch_t 0.224 (0.245)] [data_t 0.008] [optim_t 0.216] [lr 0.002965] [CE 4.294 (4.583)] [KD 5.174 (5.316)] 2024-10-12 02:24:46,180 - Train: 6.89% [86150/1251000] [68.9/1000.0] [batch_t 0.219 (0.233)] [data_t 0.007] [optim_t 0.212] [lr 0.002965] [CE 4.621 (4.660)] [KD 5.447 (5.435)] 2024-10-12 02:24:57,254 - Train: 6.89% [86200/1251000] [68.9/1000.0] [batch_t 0.219 (0.221)] [data_t 0.008] [optim_t 0.212] [lr 0.002965] [CE 4.309 (4.592)] [KD 5.147 (5.250)] 2024-10-12 02:25:09,027 - Train: 6.89% [86250/1251000] [68.9/1000.0] [batch_t 0.217 (0.235)] [data_t 0.007] [optim_t 0.209] [lr 0.002965] [CE 4.729 (4.613)] [KD 5.586 (5.304)] 2024-10-12 02:25:20,706 - Train: 6.90% [86300/1251000] [69.0/1000.0] [batch_t 0.217 (0.233)] [data_t 0.010] [optim_t 0.207] [lr 0.002965] [CE 4.827 (4.637)] [KD 5.463 (5.305)] 2024-10-12 02:25:24,692 - ==> Total time: 5:47:17 Eta: 3 days, 6:05:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:25:35,291 - Train: 6.90% [86350/1251000] [69.0/1000.0] [batch_t 0.216 (0.255)] [data_t 0.007] [optim_t 0.209] [lr 0.002965] [CE 4.505 (4.595)] [KD 5.156 (5.172)] 2024-10-12 02:25:47,049 - Train: 6.91% [86400/1251000] [69.1/1000.0] [batch_t 0.223 (0.235)] [data_t 0.008] [optim_t 0.215] [lr 0.002965] [CE 4.584 (4.684)] [KD 5.255 (5.261)] 2024-10-12 02:25:58,840 - Train: 6.91% [86450/1251000] [69.1/1000.0] [batch_t 0.220 (0.236)] [data_t 0.008] [optim_t 0.212] [lr 0.002965] [CE 4.573 (4.618)] [KD 5.057 (5.234)] 2024-10-12 02:26:10,357 - Train: 6.91% [86500/1251000] [69.1/1000.0] [batch_t 0.226 (0.230)] [data_t 0.010] [optim_t 0.217] [lr 0.002965] [CE 4.304 (4.630)] [KD 5.343 (5.247)] 2024-10-12 02:26:21,942 - Train: 6.92% [86550/1251000] [69.2/1000.0] [batch_t 0.220 (0.232)] [data_t 0.006] [optim_t 0.214] [lr 0.002965] [CE 5.037 (4.546)] [KD 5.118 (5.168)] 2024-10-12 02:26:33,606 - Train: 6.92% [86600/1251000] [69.2/1000.0] [batch_t 0.222 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.002965] [CE 4.451 (4.595)] [KD 5.040 (5.286)] 2024-10-12 02:26:45,132 - Train: 6.93% [86650/1251000] [69.3/1000.0] [batch_t 0.220 (0.230)] [data_t 0.008] [optim_t 0.212] [lr 0.002965] [CE 5.247 (4.606)] [KD 5.521 (5.303)] 2024-10-12 02:26:56,776 - Train: 6.93% [86700/1251000] [69.3/1000.0] [batch_t 0.224 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.002965] [CE 4.431 (4.596)] [KD 5.326 (5.225)] 2024-10-12 02:27:08,373 - Train: 6.93% [86750/1251000] [69.3/1000.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002965] [CE 5.070 (4.606)] [KD 5.395 (5.277)] 2024-10-12 02:27:20,123 - Train: 6.94% [86800/1251000] [69.4/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.002965] [CE 4.110 (4.683)] [KD 4.961 (5.257)] 2024-10-12 02:27:32,288 - Train: 6.94% [86850/1251000] [69.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.002965] [CE 4.207 (4.627)] [KD 5.289 (5.279)] 2024-10-12 02:27:43,710 - Train: 6.95% [86900/1251000] [69.5/1000.0] [batch_t 0.235 (0.228)] [data_t 0.008] [optim_t 0.227] [lr 0.002965] [CE 4.523 (4.653)] [KD 5.433 (5.286)] 2024-10-12 02:27:55,097 - Train: 6.95% [86950/1251000] [69.5/1000.0] [batch_t 0.219 (0.228)] [data_t 0.010] [optim_t 0.209] [lr 0.002965] [CE 4.634 (4.581)] [KD 5.346 (5.208)] 2024-10-12 02:28:06,964 - Train: 6.95% [87000/1251000] [69.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.008] [optim_t 0.227] [lr 0.002965] [CE 4.547 (4.588)] [KD 5.278 (5.287)] 2024-10-12 02:28:18,754 - Train: 6.96% [87050/1251000] [69.6/1000.0] [batch_t 0.220 (0.236)] [data_t 0.008] [optim_t 0.212] [lr 0.002965] [CE 4.279 (4.614)] [KD 4.976 (5.246)] 2024-10-12 02:28:30,323 - Train: 6.96% [87100/1251000] [69.6/1000.0] [batch_t 0.223 (0.231)] [data_t 0.010] [optim_t 0.213] [lr 0.002965] [CE 4.365 (4.611)] [KD 5.089 (5.213)] 2024-10-12 02:28:42,070 - Train: 6.97% [87150/1251000] [69.7/1000.0] [batch_t 0.234 (0.235)] [data_t 0.008] [optim_t 0.226] [lr 0.002965] [CE 4.354 (4.598)] [KD 4.869 (5.233)] 2024-10-12 02:28:53,689 - Train: 6.97% [87200/1251000] [69.7/1000.0] [batch_t 0.218 (0.232)] [data_t 0.007] [optim_t 0.211] [lr 0.002965] [CE 4.758 (4.632)] [KD 5.367 (5.280)] 2024-10-12 02:29:05,515 - Train: 6.97% [87250/1251000] [69.7/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.002964] [CE 4.641 (4.637)] [KD 4.973 (5.175)] 2024-10-12 02:29:17,088 - Train: 6.98% [87300/1251000] [69.8/1000.0] [batch_t 0.207 (0.231)] [data_t 0.006] [optim_t 0.200] [lr 0.002964] [CE 4.714 (4.561)] [KD 5.196 (5.195)] 2024-10-12 02:29:28,471 - Train: 6.98% [87350/1251000] [69.8/1000.0] [batch_t 0.224 (0.227)] [data_t 0.010] [optim_t 0.215] [lr 0.002964] [CE 4.307 (4.680)] [KD 5.420 (5.220)] 2024-10-12 02:29:40,046 - Train: 6.99% [87400/1251000] [69.9/1000.0] [batch_t 0.222 (0.231)] [data_t 0.009] [optim_t 0.213] [lr 0.002964] [CE 4.921 (4.597)] [KD 5.681 (5.305)] 2024-10-12 02:29:52,071 - Train: 6.99% [87450/1251000] [69.9/1000.0] [batch_t 0.499 (0.240)] [data_t 0.009] [optim_t 0.491] [lr 0.002964] [CE 5.049 (4.579)] [KD 5.548 (5.249)] 2024-10-12 02:30:03,336 - Train: 6.99% [87500/1251000] [69.9/1000.0] [batch_t 0.227 (0.225)] [data_t 0.009] [optim_t 0.218] [lr 0.002964] [CE 4.490 (4.626)] [KD 5.244 (5.320)] 2024-10-12 02:30:14,929 - Train: 7.00% [87550/1251000] [70.0/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.002964] [CE 4.930 (4.683)] [KD 5.365 (5.300)] 2024-10-12 02:30:27,419 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.154)] [top1_cnt 33827] [top5_cnt 44310] [top_all 50000] 2024-10-12 02:30:27,420 - net: 67.654 (88.620) 2024-10-12 02:30:35,474 - Test (net_E): 100.00% [50/50] [batch_t 0.074 (0.144)] [top1_cnt 36923] [top5_cnt 45832] [top_all 50000] 2024-10-12 02:30:35,474 - net_E: 73.846 (91.664) 2024-10-12 02:30:35,682 - Max [top1: 68.036 (epoch: 60)] [top1-ema: 73.846 (epoch: 70)] 2024-10-12 02:30:35,683 - ==> Total time: 5:52:28 Eta: 3 days, 6:02:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:30:55,993 - Train: 7.00% [87600/1251000] [70.0/1000.0] [batch_t 0.219 (0.253)] [data_t 0.009] [optim_t 0.210] [lr 0.002964] [CE 4.100 (4.645)] [KD 5.238 (5.321)] 2024-10-12 02:31:07,739 - Train: 7.01% [87650/1251000] [70.1/1000.0] [batch_t 0.216 (0.235)] [data_t 0.009] [optim_t 0.207] [lr 0.002964] [CE 4.297 (4.628)] [KD 5.163 (5.284)] 2024-10-12 02:31:19,644 - Train: 7.01% [87700/1251000] [70.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002964] [CE 3.954 (4.710)] [KD 5.033 (5.277)] 2024-10-12 02:31:30,856 - Train: 7.01% [87750/1251000] [70.1/1000.0] [batch_t 0.220 (0.224)] [data_t 0.010] [optim_t 0.210] [lr 0.002964] [CE 4.760 (4.635)] [KD 5.017 (5.195)] 2024-10-12 02:31:42,137 - Train: 7.02% [87800/1251000] [70.2/1000.0] [batch_t 0.216 (0.225)] [data_t 0.007] [optim_t 0.208] [lr 0.002964] [CE 4.631 (4.569)] [KD 5.255 (5.151)] 2024-10-12 02:31:53,379 - Train: 7.02% [87850/1251000] [70.2/1000.0] [batch_t 0.230 (0.225)] [data_t 0.010] [optim_t 0.220] [lr 0.002964] [CE 4.349 (4.599)] [KD 5.187 (5.152)] 2024-10-12 02:32:05,115 - Train: 7.03% [87900/1251000] [70.3/1000.0] [batch_t 0.229 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.002964] [CE 4.390 (4.559)] [KD 4.959 (5.158)] 2024-10-12 02:32:17,108 - Train: 7.03% [87950/1251000] [70.3/1000.0] [batch_t 0.221 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.002964] [CE 4.661 (4.675)] [KD 5.377 (5.332)] 2024-10-12 02:32:28,669 - Train: 7.03% [88000/1251000] [70.3/1000.0] [batch_t 0.219 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.002964] [CE 4.323 (4.610)] [KD 5.157 (5.175)] 2024-10-12 02:32:40,114 - Train: 7.04% [88050/1251000] [70.4/1000.0] [batch_t 0.214 (0.229)] [data_t 0.009] [optim_t 0.205] [lr 0.002964] [CE 4.679 (4.630)] [KD 5.195 (5.208)] 2024-10-12 02:32:51,450 - Train: 7.04% [88100/1251000] [70.4/1000.0] [batch_t 0.224 (0.227)] [data_t 0.008] [optim_t 0.216] [lr 0.002964] [CE 4.386 (4.591)] [KD 4.961 (5.212)] 2024-10-12 02:33:02,889 - Train: 7.05% [88150/1251000] [70.5/1000.0] [batch_t 0.414 (0.229)] [data_t 0.007] [optim_t 0.407] [lr 0.002964] [CE 4.596 (4.569)] [KD 5.087 (5.233)] 2024-10-12 02:33:14,318 - Train: 7.05% [88200/1251000] [70.5/1000.0] [batch_t 0.223 (0.228)] [data_t 0.007] [optim_t 0.217] [lr 0.002964] [CE 5.132 (4.624)] [KD 5.160 (5.203)] 2024-10-12 02:33:26,272 - Train: 7.05% [88250/1251000] [70.5/1000.0] [batch_t 0.222 (0.239)] [data_t 0.008] [optim_t 0.213] [lr 0.002964] [CE 4.879 (4.663)] [KD 5.393 (5.201)] 2024-10-12 02:33:37,659 - Train: 7.06% [88300/1251000] [70.6/1000.0] [batch_t 0.225 (0.228)] [data_t 0.008] [optim_t 0.217] [lr 0.002964] [CE 4.236 (4.596)] [KD 5.428 (5.269)] 2024-10-12 02:33:49,037 - Train: 7.06% [88350/1251000] [70.6/1000.0] [batch_t 0.218 (0.227)] [data_t 0.007] [optim_t 0.211] [lr 0.002964] [CE 4.867 (4.601)] [KD 5.305 (5.244)] 2024-10-12 02:34:00,340 - Train: 7.07% [88400/1251000] [70.7/1000.0] [batch_t 0.224 (0.226)] [data_t 0.008] [optim_t 0.216] [lr 0.002964] [CE 4.861 (4.672)] [KD 5.202 (5.330)] 2024-10-12 02:34:11,717 - Train: 7.07% [88450/1251000] [70.7/1000.0] [batch_t 0.226 (0.227)] [data_t 0.008] [optim_t 0.218] [lr 0.002964] [CE 4.412 (4.661)] [KD 5.133 (5.292)] 2024-10-12 02:34:23,421 - Train: 7.07% [88500/1251000] [70.7/1000.0] [batch_t 0.216 (0.234)] [data_t 0.007] [optim_t 0.210] [lr 0.002963] [CE 4.737 (4.574)] [KD 5.120 (5.261)] 2024-10-12 02:34:35,410 - Train: 7.08% [88550/1251000] [70.8/1000.0] [batch_t 0.221 (0.240)] [data_t 0.008] [optim_t 0.213] [lr 0.002963] [CE 4.243 (4.660)] [KD 5.095 (5.332)] 2024-10-12 02:34:46,808 - Train: 7.08% [88600/1251000] [70.8/1000.0] [batch_t 0.228 (0.228)] [data_t 0.007] [optim_t 0.222] [lr 0.002963] [CE 4.388 (4.669)] [KD 5.325 (5.253)] 2024-10-12 02:34:58,381 - Train: 7.09% [88650/1251000] [70.9/1000.0] [batch_t 0.223 (0.231)] [data_t 0.007] [optim_t 0.215] [lr 0.002963] [CE 4.564 (4.566)] [KD 4.911 (5.185)] 2024-10-12 02:35:10,243 - Train: 7.09% [88700/1251000] [70.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.006] [optim_t 0.226] [lr 0.002963] [CE 4.746 (4.648)] [KD 5.406 (5.265)] 2024-10-12 02:35:21,592 - Train: 7.09% [88750/1251000] [70.9/1000.0] [batch_t 0.240 (0.227)] [data_t 0.006] [optim_t 0.234] [lr 0.002963] [CE 4.526 (4.619)] [KD 5.239 (5.180)] 2024-10-12 02:35:33,570 - Train: 7.10% [88800/1251000] [71.0/1000.0] [batch_t 0.226 (0.239)] [data_t 0.010] [optim_t 0.216] [lr 0.002963] [CE 4.134 (4.608)] [KD 5.270 (5.233)] 2024-10-12 02:35:38,368 - ==> Total time: 5:57:31 Eta: 3 days, 5:57:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:35:49,618 - Train: 7.10% [88850/1251000] [71.0/1000.0] [batch_t 0.217 (0.268)] [data_t 0.007] [optim_t 0.210] [lr 0.002963] [CE 4.970 (4.505)] [KD 5.235 (5.107)] 2024-10-12 02:36:01,339 - Train: 7.11% [88900/1251000] [71.1/1000.0] [batch_t 0.402 (0.234)] [data_t 0.006] [optim_t 0.395] [lr 0.002963] [CE 4.674 (4.578)] [KD 5.105 (5.205)] 2024-10-12 02:36:13,064 - Train: 7.11% [88950/1251000] [71.1/1000.0] [batch_t 0.231 (0.234)] [data_t 0.008] [optim_t 0.223] [lr 0.002963] [CE 4.101 (4.642)] [KD 5.146 (5.184)] 2024-10-12 02:36:24,982 - Train: 7.11% [89000/1251000] [71.1/1000.0] [batch_t 0.383 (0.238)] [data_t 0.008] [optim_t 0.375] [lr 0.002963] [CE 4.637 (4.597)] [KD 5.175 (5.201)] 2024-10-12 02:36:36,497 - Train: 7.12% [89050/1251000] [71.2/1000.0] [batch_t 0.219 (0.230)] [data_t 0.007] [optim_t 0.212] [lr 0.002963] [CE 4.741 (4.621)] [KD 5.236 (5.202)] 2024-10-12 02:36:48,036 - Train: 7.12% [89100/1251000] [71.2/1000.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.217] [lr 0.002963] [CE 3.934 (4.604)] [KD 5.029 (5.273)] 2024-10-12 02:36:59,723 - Train: 7.13% [89150/1251000] [71.3/1000.0] [batch_t 0.213 (0.234)] [data_t 0.009] [optim_t 0.204] [lr 0.002963] [CE 4.901 (4.630)] [KD 5.202 (5.250)] 2024-10-12 02:37:11,058 - Train: 7.13% [89200/1251000] [71.3/1000.0] [batch_t 0.225 (0.227)] [data_t 0.010] [optim_t 0.216] [lr 0.002963] [CE 4.477 (4.570)] [KD 5.200 (5.274)] 2024-10-12 02:37:22,885 - Train: 7.13% [89250/1251000] [71.3/1000.0] [batch_t 0.224 (0.236)] [data_t 0.008] [optim_t 0.216] [lr 0.002963] [CE 4.497 (4.684)] [KD 5.290 (5.315)] 2024-10-12 02:37:34,608 - Train: 7.14% [89300/1251000] [71.4/1000.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.002963] [CE 4.836 (4.603)] [KD 5.538 (5.248)] 2024-10-12 02:37:46,116 - Train: 7.14% [89350/1251000] [71.4/1000.0] [batch_t 0.227 (0.230)] [data_t 0.007] [optim_t 0.220] [lr 0.002963] [CE 3.894 (4.561)] [KD 4.991 (5.191)] 2024-10-12 02:37:57,394 - Train: 7.15% [89400/1251000] [71.5/1000.0] [batch_t 0.217 (0.225)] [data_t 0.009] [optim_t 0.208] [lr 0.002963] [CE 4.770 (4.560)] [KD 5.324 (5.243)] 2024-10-12 02:38:09,613 - Train: 7.15% [89450/1251000] [71.5/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.002963] [CE 5.097 (4.625)] [KD 5.477 (5.253)] 2024-10-12 02:38:21,063 - Train: 7.15% [89500/1251000] [71.5/1000.0] [batch_t 0.233 (0.229)] [data_t 0.007] [optim_t 0.226] [lr 0.002963] [CE 4.617 (4.617)] [KD 5.131 (5.303)] 2024-10-12 02:38:32,443 - Train: 7.16% [89550/1251000] [71.6/1000.0] [batch_t 0.222 (0.227)] [data_t 0.007] [optim_t 0.215] [lr 0.002963] [CE 4.805 (4.585)] [KD 5.413 (5.360)] 2024-10-12 02:38:44,353 - Train: 7.16% [89600/1251000] [71.6/1000.0] [batch_t 0.225 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.002963] [CE 4.871 (4.607)] [KD 5.408 (5.209)] 2024-10-12 02:38:55,795 - Train: 7.17% [89650/1251000] [71.7/1000.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.220] [lr 0.002963] [CE 4.834 (4.643)] [KD 5.569 (5.241)] 2024-10-12 02:39:07,122 - Train: 7.17% [89700/1251000] [71.7/1000.0] [batch_t 0.236 (0.226)] [data_t 0.009] [optim_t 0.227] [lr 0.002962] [CE 4.359 (4.609)] [KD 5.112 (5.263)] 2024-10-12 02:39:19,074 - Train: 7.17% [89750/1251000] [71.7/1000.0] [batch_t 0.218 (0.239)] [data_t 0.010] [optim_t 0.208] [lr 0.002962] [CE 4.547 (4.584)] [KD 5.267 (5.171)] 2024-10-12 02:39:30,634 - Train: 7.18% [89800/1251000] [71.8/1000.0] [batch_t 0.233 (0.231)] [data_t 0.011] [optim_t 0.222] [lr 0.002962] [CE 4.691 (4.619)] [KD 5.311 (5.320)] 2024-10-12 02:39:42,261 - Train: 7.18% [89850/1251000] [71.8/1000.0] [batch_t 0.224 (0.232)] [data_t 0.010] [optim_t 0.214] [lr 0.002962] [CE 4.915 (4.607)] [KD 5.331 (5.290)] 2024-10-12 02:39:53,970 - Train: 7.19% [89900/1251000] [71.9/1000.0] [batch_t 0.222 (0.234)] [data_t 0.007] [optim_t 0.215] [lr 0.002962] [CE 4.859 (4.639)] [KD 5.377 (5.339)] 2024-10-12 02:40:05,293 - Train: 7.19% [89950/1251000] [71.9/1000.0] [batch_t 0.216 (0.226)] [data_t 0.008] [optim_t 0.207] [lr 0.002962] [CE 4.371 (4.617)] [KD 4.942 (5.218)] 2024-10-12 02:40:16,625 - Train: 7.19% [90000/1251000] [71.9/1000.0] [batch_t 0.227 (0.226)] [data_t 0.007] [optim_t 0.220] [lr 0.002962] [CE 4.889 (4.593)] [KD 5.615 (5.278)] 2024-10-12 02:40:28,543 - Train: 7.20% [90050/1251000] [72.0/1000.0] [batch_t 0.222 (0.238)] [data_t 0.010] [optim_t 0.212] [lr 0.002962] [CE 4.431 (4.665)] [KD 5.058 (5.227)] 2024-10-12 02:40:33,559 - ==> Total time: 6:02:26 Eta: 3 days, 5:51:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:40:43,602 - Train: 7.20% [90100/1251000] [72.0/1000.0] [batch_t 0.220 (0.260)] [data_t 0.010] [optim_t 0.210] [lr 0.002962] [CE 4.776 (4.690)] [KD 5.161 (5.197)] 2024-10-12 02:40:55,241 - Train: 7.21% [90150/1251000] [72.1/1000.0] [batch_t 0.212 (0.233)] [data_t 0.008] [optim_t 0.204] [lr 0.002962] [CE 4.521 (4.630)] [KD 5.316 (5.149)] 2024-10-12 02:41:06,600 - Train: 7.21% [90200/1251000] [72.1/1000.0] [batch_t 0.233 (0.227)] [data_t 0.010] [optim_t 0.223] [lr 0.002962] [CE 4.529 (4.584)] [KD 5.044 (5.162)] 2024-10-12 02:41:18,417 - Train: 7.21% [90250/1251000] [72.1/1000.0] [batch_t 0.216 (0.236)] [data_t 0.008] [optim_t 0.207] [lr 0.002962] [CE 4.719 (4.720)] [KD 5.444 (5.314)] 2024-10-12 02:41:29,933 - Train: 7.22% [90300/1251000] [72.2/1000.0] [batch_t 0.223 (0.230)] [data_t 0.007] [optim_t 0.216] [lr 0.002962] [CE 4.435 (4.569)] [KD 5.090 (5.215)] 2024-10-12 02:41:41,386 - Train: 7.22% [90350/1251000] [72.2/1000.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.002962] [CE 4.624 (4.611)] [KD 5.079 (5.218)] 2024-10-12 02:41:53,037 - Train: 7.23% [90400/1251000] [72.3/1000.0] [batch_t 0.216 (0.233)] [data_t 0.010] [optim_t 0.207] [lr 0.002962] [CE 4.335 (4.640)] [KD 5.286 (5.344)] 2024-10-12 02:42:04,651 - Train: 7.23% [90450/1251000] [72.3/1000.0] [batch_t 0.224 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.002962] [CE 4.730 (4.652)] [KD 5.342 (5.248)] 2024-10-12 02:42:16,039 - Train: 7.23% [90500/1251000] [72.3/1000.0] [batch_t 0.214 (0.228)] [data_t 0.007] [optim_t 0.207] [lr 0.002962] [CE 4.442 (4.638)] [KD 5.027 (5.165)] 2024-10-12 02:42:27,972 - Train: 7.24% [90550/1251000] [72.4/1000.0] [batch_t 0.223 (0.238)] [data_t 0.006] [optim_t 0.216] [lr 0.002962] [CE 4.675 (4.554)] [KD 5.077 (5.188)] 2024-10-12 02:42:39,873 - Train: 7.24% [90600/1251000] [72.4/1000.0] [batch_t 0.215 (0.238)] [data_t 0.007] [optim_t 0.208] [lr 0.002962] [CE 5.041 (4.550)] [KD 5.140 (5.169)] 2024-10-12 02:42:51,578 - Train: 7.25% [90650/1251000] [72.5/1000.0] [batch_t 0.414 (0.234)] [data_t 0.006] [optim_t 0.408] [lr 0.002962] [CE 4.627 (4.616)] [KD 5.205 (5.259)] 2024-10-12 02:43:03,453 - Train: 7.25% [90700/1251000] [72.5/1000.0] [batch_t 0.222 (0.237)] [data_t 0.009] [optim_t 0.213] [lr 0.002962] [CE 5.077 (4.620)] [KD 5.268 (5.261)] 2024-10-12 02:43:15,227 - Train: 7.25% [90750/1251000] [72.5/1000.0] [batch_t 0.225 (0.235)] [data_t 0.006] [optim_t 0.218] [lr 0.002962] [CE 4.414 (4.638)] [KD 5.145 (5.271)] 2024-10-12 02:43:26,547 - Train: 7.26% [90800/1251000] [72.6/1000.0] [batch_t 0.217 (0.226)] [data_t 0.009] [optim_t 0.209] [lr 0.002962] [CE 4.837 (4.607)] [KD 5.530 (5.277)] 2024-10-12 02:43:38,299 - Train: 7.26% [90850/1251000] [72.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.008] [optim_t 0.221] [lr 0.002962] [CE 5.173 (4.626)] [KD 5.400 (5.280)] 2024-10-12 02:43:49,662 - Train: 7.27% [90900/1251000] [72.7/1000.0] [batch_t 0.213 (0.227)] [data_t 0.009] [optim_t 0.204] [lr 0.002961] [CE 4.194 (4.596)] [KD 5.107 (5.195)] 2024-10-12 02:44:01,553 - Train: 7.27% [90950/1251000] [72.7/1000.0] [batch_t 0.216 (0.238)] [data_t 0.008] [optim_t 0.208] [lr 0.002961] [CE 4.369 (4.608)] [KD 5.342 (5.280)] 2024-10-12 02:44:13,350 - Train: 7.27% [91000/1251000] [72.7/1000.0] [batch_t 0.223 (0.236)] [data_t 0.006] [optim_t 0.217] [lr 0.002961] [CE 4.519 (4.614)] [KD 5.330 (5.291)] 2024-10-12 02:44:24,898 - Train: 7.28% [91050/1251000] [72.8/1000.0] [batch_t 0.221 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.002961] [CE 4.645 (4.700)] [KD 5.163 (5.234)] 2024-10-12 02:44:36,240 - Train: 7.28% [91100/1251000] [72.8/1000.0] [batch_t 0.243 (0.227)] [data_t 0.009] [optim_t 0.234] [lr 0.002961] [CE 4.071 (4.585)] [KD 5.046 (5.138)] 2024-10-12 02:44:48,219 - Train: 7.29% [91150/1251000] [72.9/1000.0] [batch_t 0.219 (0.239)] [data_t 0.007] [optim_t 0.212] [lr 0.002961] [CE 4.833 (4.587)] [KD 5.255 (5.160)] 2024-10-12 02:44:59,716 - Train: 7.29% [91200/1251000] [72.9/1000.0] [batch_t 0.225 (0.230)] [data_t 0.009] [optim_t 0.216] [lr 0.002961] [CE 4.841 (4.540)] [KD 5.369 (5.136)] 2024-10-12 02:45:11,755 - Train: 7.29% [91250/1251000] [72.9/1000.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.002961] [CE 4.397 (4.679)] [KD 5.334 (5.310)] 2024-10-12 02:45:23,363 - Train: 7.30% [91300/1251000] [73.0/1000.0] [batch_t 0.221 (0.232)] [data_t 0.007] [optim_t 0.215] [lr 0.002961] [CE 5.306 (4.708)] [KD 5.580 (5.256)] 2024-10-12 02:45:28,551 - ==> Total time: 6:07:21 Eta: 3 days, 5:44:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:45:38,182 - Train: 7.30% [91350/1251000] [73.0/1000.0] [batch_t 0.214 (0.259)] [data_t 0.007] [optim_t 0.207] [lr 0.002961] [CE 4.443 (4.565)] [KD 5.424 (5.169)] 2024-10-12 02:45:49,731 - Train: 7.31% [91400/1251000] [73.1/1000.0] [batch_t 0.224 (0.231)] [data_t 0.006] [optim_t 0.218] [lr 0.002961] [CE 4.811 (4.635)] [KD 5.158 (5.161)] 2024-10-12 02:46:01,089 - Train: 7.31% [91450/1251000] [73.1/1000.0] [batch_t 0.218 (0.227)] [data_t 0.010] [optim_t 0.209] [lr 0.002961] [CE 4.912 (4.629)] [KD 5.213 (5.207)] 2024-10-12 02:46:13,061 - Train: 7.31% [91500/1251000] [73.1/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002961] [CE 4.358 (4.524)] [KD 5.402 (5.143)] 2024-10-12 02:46:24,401 - Train: 7.32% [91550/1251000] [73.2/1000.0] [batch_t 0.218 (0.227)] [data_t 0.007] [optim_t 0.211] [lr 0.002961] [CE 4.306 (4.606)] [KD 4.929 (5.215)] 2024-10-12 02:46:35,735 - Train: 7.32% [91600/1251000] [73.2/1000.0] [batch_t 0.238 (0.226)] [data_t 0.007] [optim_t 0.231] [lr 0.002961] [CE 4.523 (4.611)] [KD 5.044 (5.236)] 2024-10-12 02:46:47,708 - Train: 7.33% [91650/1251000] [73.3/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.002961] [CE 4.854 (4.541)] [KD 5.146 (5.197)] 2024-10-12 02:46:59,281 - Train: 7.33% [91700/1251000] [73.3/1000.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.002961] [CE 4.294 (4.630)] [KD 4.951 (5.167)] 2024-10-12 02:47:10,567 - Train: 7.33% [91750/1251000] [73.3/1000.0] [batch_t 0.235 (0.225)] [data_t 0.007] [optim_t 0.228] [lr 0.002961] [CE 4.683 (4.680)] [KD 5.222 (5.313)] 2024-10-12 02:47:22,357 - Train: 7.34% [91800/1251000] [73.4/1000.0] [batch_t 0.216 (0.236)] [data_t 0.010] [optim_t 0.206] [lr 0.002961] [CE 4.611 (4.641)] [KD 4.992 (5.265)] 2024-10-12 02:47:33,724 - Train: 7.34% [91850/1251000] [73.4/1000.0] [batch_t 0.224 (0.227)] [data_t 0.009] [optim_t 0.215] [lr 0.002961] [CE 4.773 (4.568)] [KD 5.243 (5.170)] 2024-10-12 02:47:45,246 - Train: 7.35% [91900/1251000] [73.5/1000.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.216] [lr 0.002961] [CE 4.803 (4.610)] [KD 5.263 (5.175)] 2024-10-12 02:47:57,339 - Train: 7.35% [91950/1251000] [73.5/1000.0] [batch_t 0.255 (0.242)] [data_t 0.008] [optim_t 0.247] [lr 0.002961] [CE 4.974 (4.615)] [KD 5.518 (5.238)] 2024-10-12 02:48:09,106 - Train: 7.35% [92000/1251000] [73.5/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.002961] [CE 4.577 (4.714)] [KD 5.347 (5.282)] 2024-10-12 02:48:20,955 - Train: 7.36% [92050/1251000] [73.6/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.213] [lr 0.002961] [CE 4.592 (4.564)] [KD 5.243 (5.185)] 2024-10-12 02:48:32,866 - Train: 7.36% [92100/1251000] [73.6/1000.0] [batch_t 0.210 (0.238)] [data_t 0.008] [optim_t 0.201] [lr 0.002960] [CE 4.666 (4.594)] [KD 5.050 (5.206)] 2024-10-12 02:48:44,362 - Train: 7.37% [92150/1251000] [73.7/1000.0] [batch_t 0.224 (0.230)] [data_t 0.007] [optim_t 0.217] [lr 0.002960] [CE 4.757 (4.591)] [KD 5.067 (5.161)] 2024-10-12 02:48:55,996 - Train: 7.37% [92200/1251000] [73.7/1000.0] [batch_t 0.222 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.002960] [CE 4.788 (4.578)] [KD 5.259 (5.248)] 2024-10-12 02:49:08,019 - Train: 7.37% [92250/1251000] [73.7/1000.0] [batch_t 0.219 (0.240)] [data_t 0.008] [optim_t 0.212] [lr 0.002960] [CE 4.225 (4.669)] [KD 5.373 (5.290)] 2024-10-12 02:49:19,686 - Train: 7.38% [92300/1251000] [73.8/1000.0] [batch_t 0.410 (0.233)] [data_t 0.007] [optim_t 0.402] [lr 0.002960] [CE 4.834 (4.657)] [KD 5.488 (5.338)] 2024-10-12 02:49:31,033 - Train: 7.38% [92350/1251000] [73.8/1000.0] [batch_t 0.220 (0.227)] [data_t 0.007] [optim_t 0.213] [lr 0.002960] [CE 4.684 (4.557)] [KD 5.147 (5.146)] 2024-10-12 02:49:42,406 - Train: 7.39% [92400/1251000] [73.9/1000.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.209] [lr 0.002960] [CE 4.637 (4.602)] [KD 5.211 (5.210)] 2024-10-12 02:49:53,680 - Train: 7.39% [92450/1251000] [73.9/1000.0] [batch_t 0.204 (0.225)] [data_t 0.006] [optim_t 0.198] [lr 0.002960] [CE 4.530 (4.584)] [KD 5.048 (5.232)] 2024-10-12 02:50:05,180 - Train: 7.39% [92500/1251000] [73.9/1000.0] [batch_t 0.216 (0.230)] [data_t 0.007] [optim_t 0.209] [lr 0.002960] [CE 4.776 (4.716)] [KD 5.551 (5.257)] 2024-10-12 02:50:17,055 - Train: 7.40% [92550/1251000] [74.0/1000.0] [batch_t 0.237 (0.237)] [data_t 0.010] [optim_t 0.227] [lr 0.002960] [CE 4.450 (4.665)] [KD 5.237 (5.302)] 2024-10-12 02:50:22,345 - ==> Total time: 6:12:15 Eta: 3 days, 5:38:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:50:31,658 - Train: 7.40% [92600/1251000] [74.0/1000.0] [batch_t 0.225 (0.253)] [data_t 0.009] [optim_t 0.216] [lr 0.002960] [CE 4.711 (4.572)] [KD 4.904 (5.066)] 2024-10-12 02:50:43,276 - Train: 7.41% [92650/1251000] [74.1/1000.0] [batch_t 0.236 (0.232)] [data_t 0.007] [optim_t 0.230] [lr 0.002960] [CE 5.017 (4.589)] [KD 5.272 (5.146)] 2024-10-12 02:50:54,721 - Train: 7.41% [92700/1251000] [74.1/1000.0] [batch_t 0.229 (0.229)] [data_t 0.008] [optim_t 0.220] [lr 0.002960] [CE 4.683 (4.593)] [KD 5.176 (5.128)] 2024-10-12 02:51:06,268 - Train: 7.41% [92750/1251000] [74.1/1000.0] [batch_t 0.232 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.002960] [CE 5.007 (4.576)] [KD 5.192 (5.088)] 2024-10-12 02:51:17,809 - Train: 7.42% [92800/1251000] [74.2/1000.0] [batch_t 0.224 (0.231)] [data_t 0.008] [optim_t 0.215] [lr 0.002960] [CE 4.979 (4.622)] [KD 5.038 (5.223)] 2024-10-12 02:51:29,504 - Train: 7.42% [92850/1251000] [74.2/1000.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002960] [CE 3.804 (4.582)] [KD 4.840 (5.205)] 2024-10-12 02:51:40,917 - Train: 7.43% [92900/1251000] [74.3/1000.0] [batch_t 0.225 (0.228)] [data_t 0.007] [optim_t 0.218] [lr 0.002960] [CE 4.596 (4.609)] [KD 5.080 (5.223)] 2024-10-12 02:51:52,147 - Train: 7.43% [92950/1251000] [74.3/1000.0] [batch_t 0.213 (0.224)] [data_t 0.008] [optim_t 0.206] [lr 0.002960] [CE 4.599 (4.696)] [KD 5.162 (5.362)] 2024-10-12 02:52:03,535 - Train: 7.43% [93000/1251000] [74.3/1000.0] [batch_t 0.220 (0.228)] [data_t 0.008] [optim_t 0.212] [lr 0.002960] [CE 4.452 (4.606)] [KD 5.102 (5.205)] 2024-10-12 02:52:15,117 - Train: 7.44% [93050/1251000] [74.4/1000.0] [batch_t 0.213 (0.231)] [data_t 0.008] [optim_t 0.205] [lr 0.002960] [CE 4.432 (4.616)] [KD 5.068 (5.213)] 2024-10-12 02:52:26,228 - Train: 7.44% [93100/1251000] [74.4/1000.0] [batch_t 0.223 (0.222)] [data_t 0.007] [optim_t 0.216] [lr 0.002960] [CE 4.872 (4.575)] [KD 5.229 (5.200)] 2024-10-12 02:52:37,608 - Train: 7.45% [93150/1251000] [74.5/1000.0] [batch_t 0.220 (0.227)] [data_t 0.009] [optim_t 0.211] [lr 0.002960] [CE 4.620 (4.573)] [KD 4.924 (5.142)] 2024-10-12 02:52:49,035 - Train: 7.45% [93200/1251000] [74.5/1000.0] [batch_t 0.220 (0.228)] [data_t 0.007] [optim_t 0.213] [lr 0.002960] [CE 5.100 (4.636)] [KD 5.529 (5.273)] 2024-10-12 02:53:00,362 - Train: 7.45% [93250/1251000] [74.5/1000.0] [batch_t 0.220 (0.226)] [data_t 0.006] [optim_t 0.213] [lr 0.002959] [CE 4.882 (4.617)] [KD 5.069 (5.228)] 2024-10-12 02:53:11,916 - Train: 7.46% [93300/1251000] [74.6/1000.0] [batch_t 0.216 (0.231)] [data_t 0.009] [optim_t 0.207] [lr 0.002959] [CE 4.380 (4.589)] [KD 4.921 (5.159)] 2024-10-12 02:53:23,706 - Train: 7.46% [93350/1251000] [74.6/1000.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.002959] [CE 4.926 (4.596)] [KD 5.307 (5.149)] 2024-10-12 02:53:34,877 - Train: 7.47% [93400/1251000] [74.7/1000.0] [batch_t 0.232 (0.223)] [data_t 0.010] [optim_t 0.222] [lr 0.002959] [CE 4.866 (4.538)] [KD 5.369 (5.192)] 2024-10-12 02:53:46,076 - Train: 7.47% [93450/1251000] [74.7/1000.0] [batch_t 0.221 (0.224)] [data_t 0.011] [optim_t 0.211] [lr 0.002959] [CE 4.438 (4.631)] [KD 5.096 (5.306)] 2024-10-12 02:53:57,451 - Train: 7.47% [93500/1251000] [74.7/1000.0] [batch_t 0.211 (0.227)] [data_t 0.010] [optim_t 0.201] [lr 0.002959] [CE 3.865 (4.558)] [KD 4.807 (5.193)] 2024-10-12 02:54:09,242 - Train: 7.48% [93550/1251000] [74.8/1000.0] [batch_t 0.230 (0.236)] [data_t 0.008] [optim_t 0.222] [lr 0.002959] [CE 4.376 (4.524)] [KD 5.113 (5.220)] 2024-10-12 02:54:20,821 - Train: 7.48% [93600/1251000] [74.8/1000.0] [batch_t 0.403 (0.231)] [data_t 0.007] [optim_t 0.396] [lr 0.002959] [CE 4.668 (4.566)] [KD 5.371 (5.176)] 2024-10-12 02:54:32,664 - Train: 7.49% [93650/1251000] [74.9/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.002959] [CE 4.307 (4.595)] [KD 4.982 (5.233)] 2024-10-12 02:54:44,065 - Train: 7.49% [93700/1251000] [74.9/1000.0] [batch_t 0.228 (0.228)] [data_t 0.010] [optim_t 0.218] [lr 0.002959] [CE 4.353 (4.645)] [KD 5.088 (5.257)] 2024-10-12 02:54:55,587 - Train: 7.49% [93750/1251000] [74.9/1000.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.211] [lr 0.002959] [CE 4.655 (4.623)] [KD 5.075 (5.284)] 2024-10-12 02:55:07,054 - Train: 7.50% [93800/1251000] [75.0/1000.0] [batch_t 0.222 (0.229)] [data_t 0.008] [optim_t 0.214] [lr 0.002959] [CE 4.561 (4.615)] [KD 5.305 (5.303)] 2024-10-12 02:55:21,775 - Test (net): 100.00% [50/50] [batch_t 0.122 (0.166)] [top1_cnt 34286] [top5_cnt 44438] [top_all 50000] 2024-10-12 02:55:21,776 - net: 68.572 (88.876) 2024-10-12 02:55:30,540 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.158)] [top1_cnt 37002] [top5_cnt 45872] [top_all 50000] 2024-10-12 02:55:30,540 - net_E: 74.004 (91.744) 2024-10-12 02:55:30,752 - Max [top1: 68.572 (epoch: 75)] [top1-ema: 74.004 (epoch: 75)] 2024-10-12 02:55:30,753 - ==> Total time: 6:17:23 Eta: 3 days, 5:34:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 02:55:58,621 - Train: 7.50% [93850/1251000] [75.0/1000.0] [batch_t 0.215 (0.251)] [data_t 0.007] [optim_t 0.209] [lr 0.002959] [CE 4.612 (4.647)] [KD 5.194 (5.144)] 2024-10-12 02:56:10,871 - Train: 7.51% [93900/1251000] [75.1/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.002959] [CE 4.703 (4.602)] [KD 5.016 (5.185)] 2024-10-12 02:56:22,166 - Train: 7.51% [93950/1251000] [75.1/1000.0] [batch_t 0.216 (0.226)] [data_t 0.008] [optim_t 0.207] [lr 0.002959] [CE 4.591 (4.558)] [KD 5.315 (5.226)] 2024-10-12 02:56:33,783 - Train: 7.51% [94000/1251000] [75.1/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002959] [CE 4.719 (4.558)] [KD 5.312 (5.272)] 2024-10-12 02:56:45,377 - Train: 7.52% [94050/1251000] [75.2/1000.0] [batch_t 0.231 (0.232)] [data_t 0.007] [optim_t 0.224] [lr 0.002959] [CE 4.367 (4.681)] [KD 5.093 (5.294)] 2024-10-12 02:56:56,809 - Train: 7.52% [94100/1251000] [75.2/1000.0] [batch_t 0.222 (0.228)] [data_t 0.009] [optim_t 0.212] [lr 0.002959] [CE 4.445 (4.610)] [KD 5.015 (5.229)] 2024-10-12 02:57:08,664 - Train: 7.53% [94150/1251000] [75.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.010] [optim_t 0.222] [lr 0.002959] [CE 4.831 (4.649)] [KD 5.083 (5.211)] 2024-10-12 02:57:20,439 - Train: 7.53% [94200/1251000] [75.3/1000.0] [batch_t 0.220 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.002959] [CE 4.332 (4.623)] [KD 5.296 (5.174)] 2024-10-12 02:57:31,895 - Train: 7.53% [94250/1251000] [75.3/1000.0] [batch_t 0.235 (0.229)] [data_t 0.006] [optim_t 0.229] [lr 0.002959] [CE 5.031 (4.616)] [KD 5.192 (5.178)] 2024-10-12 02:57:43,766 - Train: 7.54% [94300/1251000] [75.4/1000.0] [batch_t 0.225 (0.237)] [data_t 0.007] [optim_t 0.218] [lr 0.002959] [CE 4.472 (4.565)] [KD 5.203 (5.094)] 2024-10-12 02:57:55,474 - Train: 7.54% [94350/1251000] [75.4/1000.0] [batch_t 0.223 (0.234)] [data_t 0.008] [optim_t 0.214] [lr 0.002959] [CE 4.770 (4.569)] [KD 5.150 (5.130)] 2024-10-12 02:58:06,811 - Train: 7.55% [94400/1251000] [75.5/1000.0] [batch_t 0.224 (0.227)] [data_t 0.010] [optim_t 0.214] [lr 0.002958] [CE 4.991 (4.605)] [KD 5.373 (5.245)] 2024-10-12 02:58:18,717 - Train: 7.55% [94450/1251000] [75.5/1000.0] [batch_t 0.219 (0.238)] [data_t 0.006] [optim_t 0.213] [lr 0.002958] [CE 4.635 (4.643)] [KD 5.221 (5.341)] 2024-10-12 02:58:30,669 - Train: 7.55% [94500/1251000] [75.5/1000.0] [batch_t 0.220 (0.239)] [data_t 0.008] [optim_t 0.211] [lr 0.002958] [CE 4.909 (4.600)] [KD 5.080 (5.175)] 2024-10-12 02:58:41,794 - Train: 7.56% [94550/1251000] [75.6/1000.0] [batch_t 0.218 (0.222)] [data_t 0.010] [optim_t 0.208] [lr 0.002958] [CE 4.605 (4.594)] [KD 5.176 (5.190)] 2024-10-12 02:58:53,096 - Train: 7.56% [94600/1251000] [75.6/1000.0] [batch_t 0.213 (0.226)] [data_t 0.006] [optim_t 0.207] [lr 0.002958] [CE 4.573 (4.614)] [KD 5.478 (5.290)] 2024-10-12 02:59:05,187 - Train: 7.57% [94650/1251000] [75.7/1000.0] [batch_t 0.219 (0.242)] [data_t 0.008] [optim_t 0.211] [lr 0.002958] [CE 5.265 (4.528)] [KD 5.748 (5.217)] 2024-10-12 02:59:16,663 - Train: 7.57% [94700/1251000] [75.7/1000.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.220] [lr 0.002958] [CE 5.046 (4.630)] [KD 5.893 (5.287)] 2024-10-12 02:59:28,146 - Train: 7.57% [94750/1251000] [75.7/1000.0] [batch_t 0.219 (0.229)] [data_t 0.008] [optim_t 0.211] [lr 0.002958] [CE 4.585 (4.620)] [KD 5.319 (5.218)] 2024-10-12 02:59:40,330 - Train: 7.58% [94800/1251000] [75.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.002958] [CE 4.789 (4.620)] [KD 5.216 (5.227)] 2024-10-12 02:59:51,782 - Train: 7.58% [94850/1251000] [75.8/1000.0] [batch_t 0.227 (0.229)] [data_t 0.009] [optim_t 0.218] [lr 0.002958] [CE 4.510 (4.693)] [KD 4.789 (5.246)] 2024-10-12 03:00:03,903 - Train: 7.59% [94900/1251000] [75.9/1000.0] [batch_t 0.499 (0.242)] [data_t 0.010] [optim_t 0.489] [lr 0.002958] [CE 4.361 (4.633)] [KD 4.859 (5.118)] 2024-10-12 03:00:15,778 - Train: 7.59% [94950/1251000] [75.9/1000.0] [batch_t 0.230 (0.237)] [data_t 0.006] [optim_t 0.224] [lr 0.002958] [CE 4.148 (4.611)] [KD 4.918 (5.180)] 2024-10-12 03:00:27,423 - Train: 7.59% [95000/1251000] [75.9/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.002958] [CE 4.802 (4.617)] [KD 5.246 (5.250)] 2024-10-12 03:00:38,974 - Train: 7.60% [95050/1251000] [76.0/1000.0] [batch_t 0.231 (0.231)] [data_t 0.006] [optim_t 0.225] [lr 0.002958] [CE 4.887 (4.550)] [KD 5.381 (5.204)] 2024-10-12 03:00:44,908 - ==> Total time: 6:22:37 Eta: 3 days, 5:31:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:00:54,233 - Train: 7.60% [95100/1251000] [76.0/1000.0] [batch_t 0.221 (0.271)] [data_t 0.008] [optim_t 0.213] [lr 0.002958] [CE 4.638 (4.593)] [KD 5.450 (5.126)] 2024-10-12 03:01:05,756 - Train: 7.61% [95150/1251000] [76.1/1000.0] [batch_t 0.228 (0.230)] [data_t 0.008] [optim_t 0.220] [lr 0.002958] [CE 4.973 (4.565)] [KD 5.457 (5.117)] 2024-10-12 03:01:17,095 - Train: 7.61% [95200/1251000] [76.1/1000.0] [batch_t 0.232 (0.227)] [data_t 0.010] [optim_t 0.222] [lr 0.002958] [CE 4.538 (4.655)] [KD 5.116 (5.180)] 2024-10-12 03:01:28,968 - Train: 7.61% [95250/1251000] [76.1/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.219] [lr 0.002958] [CE 4.753 (4.639)] [KD 4.690 (5.138)] 2024-10-12 03:01:40,319 - Train: 7.62% [95300/1251000] [76.2/1000.0] [batch_t 0.209 (0.227)] [data_t 0.008] [optim_t 0.201] [lr 0.002958] [CE 4.526 (4.552)] [KD 5.066 (5.114)] 2024-10-12 03:01:51,820 - Train: 7.62% [95350/1251000] [76.2/1000.0] [batch_t 0.223 (0.230)] [data_t 0.008] [optim_t 0.215] [lr 0.002958] [CE 4.570 (4.560)] [KD 5.593 (5.158)] 2024-10-12 03:02:03,644 - Train: 7.63% [95400/1251000] [76.3/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.002958] [CE 4.697 (4.649)] [KD 5.055 (5.247)] 2024-10-12 03:02:15,255 - Train: 7.63% [95450/1251000] [76.3/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.002958] [CE 4.904 (4.572)] [KD 5.631 (5.142)] 2024-10-12 03:02:26,884 - Train: 7.63% [95500/1251000] [76.3/1000.0] [batch_t 0.213 (0.232)] [data_t 0.009] [optim_t 0.204] [lr 0.002957] [CE 4.535 (4.630)] [KD 5.207 (5.241)] 2024-10-12 03:02:38,643 - Train: 7.64% [95550/1251000] [76.4/1000.0] [batch_t 0.217 (0.235)] [data_t 0.007] [optim_t 0.210] [lr 0.002957] [CE 4.695 (4.604)] [KD 5.270 (5.220)] 2024-10-12 03:02:49,932 - Train: 7.64% [95600/1251000] [76.4/1000.0] [batch_t 0.216 (0.226)] [data_t 0.009] [optim_t 0.207] [lr 0.002957] [CE 4.863 (4.617)] [KD 5.394 (5.222)] 2024-10-12 03:03:01,487 - Train: 7.65% [95650/1251000] [76.5/1000.0] [batch_t 0.217 (0.231)] [data_t 0.010] [optim_t 0.207] [lr 0.002957] [CE 4.463 (4.626)] [KD 5.007 (5.263)] 2024-10-12 03:03:13,988 - Train: 7.65% [95700/1251000] [76.5/1000.0] [batch_t 0.398 (0.250)] [data_t 0.010] [optim_t 0.388] [lr 0.002957] [CE 4.879 (4.562)] [KD 5.336 (5.150)] 2024-10-12 03:03:25,262 - Train: 7.65% [95750/1251000] [76.5/1000.0] [batch_t 0.229 (0.225)] [data_t 0.010] [optim_t 0.218] [lr 0.002957] [CE 4.849 (4.617)] [KD 5.590 (5.262)] 2024-10-12 03:03:36,594 - Train: 7.66% [95800/1251000] [76.6/1000.0] [batch_t 0.240 (0.227)] [data_t 0.009] [optim_t 0.231] [lr 0.002957] [CE 4.543 (4.613)] [KD 5.220 (5.163)] 2024-10-12 03:03:48,136 - Train: 7.66% [95850/1251000] [76.6/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.002957] [CE 4.137 (4.605)] [KD 4.957 (5.230)] 2024-10-12 03:03:59,847 - Train: 7.67% [95900/1251000] [76.7/1000.0] [batch_t 0.219 (0.234)] [data_t 0.008] [optim_t 0.211] [lr 0.002957] [CE 4.742 (4.587)] [KD 5.401 (5.138)] 2024-10-12 03:04:10,952 - Train: 7.67% [95950/1251000] [76.7/1000.0] [batch_t 0.224 (0.222)] [data_t 0.006] [optim_t 0.217] [lr 0.002957] [CE 4.598 (4.551)] [KD 4.944 (5.066)] 2024-10-12 03:04:22,663 - Train: 7.67% [96000/1251000] [76.7/1000.0] [batch_t 0.223 (0.234)] [data_t 0.006] [optim_t 0.217] [lr 0.002957] [CE 5.132 (4.700)] [KD 5.489 (5.259)] 2024-10-12 03:04:34,526 - Train: 7.68% [96050/1251000] [76.8/1000.0] [batch_t 0.223 (0.237)] [data_t 0.008] [optim_t 0.215] [lr 0.002957] [CE 4.518 (4.609)] [KD 5.496 (5.275)] 2024-10-12 03:04:45,897 - Train: 7.68% [96100/1251000] [76.8/1000.0] [batch_t 0.222 (0.227)] [data_t 0.008] [optim_t 0.213] [lr 0.002957] [CE 4.735 (4.643)] [KD 5.185 (5.274)] 2024-10-12 03:04:56,954 - Train: 7.69% [96150/1251000] [76.9/1000.0] [batch_t 0.217 (0.221)] [data_t 0.008] [optim_t 0.210] [lr 0.002957] [CE 4.912 (4.612)] [KD 5.304 (5.220)] 2024-10-12 03:05:08,629 - Train: 7.69% [96200/1251000] [76.9/1000.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.210] [lr 0.002957] [CE 4.642 (4.553)] [KD 5.195 (5.183)] 2024-10-12 03:05:20,020 - Train: 7.69% [96250/1251000] [76.9/1000.0] [batch_t 0.413 (0.228)] [data_t 0.007] [optim_t 0.406] [lr 0.002957] [CE 4.472 (4.537)] [KD 5.221 (5.133)] 2024-10-12 03:05:31,854 - Train: 7.70% [96300/1251000] [77.0/1000.0] [batch_t 0.213 (0.237)] [data_t 0.010] [optim_t 0.203] [lr 0.002957] [CE 4.002 (4.629)] [KD 4.870 (5.197)] 2024-10-12 03:05:38,447 - ==> Total time: 6:27:31 Eta: 3 days, 5:25:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:05:46,857 - Train: 7.70% [96350/1251000] [77.0/1000.0] [batch_t 0.213 (0.254)] [data_t 0.006] [optim_t 0.207] [lr 0.002957] [CE 4.906 (4.541)] [KD 5.564 (5.102)] 2024-10-12 03:05:58,037 - Train: 7.71% [96400/1251000] [77.1/1000.0] [batch_t 0.216 (0.223)] [data_t 0.008] [optim_t 0.208] [lr 0.002957] [CE 5.062 (4.648)] [KD 5.336 (5.171)] 2024-10-12 03:06:09,357 - Train: 7.71% [96450/1251000] [77.1/1000.0] [batch_t 0.223 (0.226)] [data_t 0.007] [optim_t 0.216] [lr 0.002957] [CE 4.465 (4.570)] [KD 5.160 (5.114)] 2024-10-12 03:06:20,909 - Train: 7.71% [96500/1251000] [77.1/1000.0] [batch_t 0.230 (0.231)] [data_t 0.008] [optim_t 0.223] [lr 0.002957] [CE 4.503 (4.604)] [KD 5.068 (5.107)] 2024-10-12 03:06:32,988 - Train: 7.72% [96550/1251000] [77.2/1000.0] [batch_t 0.220 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.002957] [CE 4.783 (4.642)] [KD 5.326 (5.282)] 2024-10-12 03:06:44,804 - Train: 7.72% [96600/1251000] [77.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.002957] [CE 4.440 (4.657)] [KD 4.903 (5.326)] 2024-10-12 03:06:56,196 - Train: 7.73% [96650/1251000] [77.3/1000.0] [batch_t 0.215 (0.228)] [data_t 0.006] [optim_t 0.209] [lr 0.002956] [CE 4.102 (4.602)] [KD 4.946 (5.208)] 2024-10-12 03:07:07,507 - Train: 7.73% [96700/1251000] [77.3/1000.0] [batch_t 0.221 (0.226)] [data_t 0.007] [optim_t 0.213] [lr 0.002956] [CE 4.626 (4.665)] [KD 5.460 (5.245)] 2024-10-12 03:07:19,271 - Train: 7.73% [96750/1251000] [77.3/1000.0] [batch_t 0.225 (0.235)] [data_t 0.008] [optim_t 0.217] [lr 0.002956] [CE 4.845 (4.510)] [KD 5.043 (5.145)] 2024-10-12 03:07:30,730 - Train: 7.74% [96800/1251000] [77.4/1000.0] [batch_t 0.230 (0.229)] [data_t 0.008] [optim_t 0.222] [lr 0.002956] [CE 4.311 (4.614)] [KD 5.265 (5.173)] 2024-10-12 03:07:42,302 - Train: 7.74% [96850/1251000] [77.4/1000.0] [batch_t 0.233 (0.231)] [data_t 0.007] [optim_t 0.226] [lr 0.002956] [CE 4.706 (4.583)] [KD 5.270 (5.184)] 2024-10-12 03:07:53,753 - Train: 7.75% [96900/1251000] [77.5/1000.0] [batch_t 0.230 (0.229)] [data_t 0.010] [optim_t 0.221] [lr 0.002956] [CE 4.851 (4.604)] [KD 5.293 (5.174)] 2024-10-12 03:08:05,795 - Train: 7.75% [96950/1251000] [77.5/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.002956] [CE 4.663 (4.639)] [KD 5.040 (5.254)] 2024-10-12 03:08:17,331 - Train: 7.75% [97000/1251000] [77.5/1000.0] [batch_t 0.217 (0.231)] [data_t 0.008] [optim_t 0.209] [lr 0.002956] [CE 5.061 (4.611)] [KD 5.522 (5.267)] 2024-10-12 03:08:28,623 - Train: 7.76% [97050/1251000] [77.6/1000.0] [batch_t 0.211 (0.226)] [data_t 0.008] [optim_t 0.204] [lr 0.002956] [CE 4.520 (4.631)] [KD 5.095 (5.264)] 2024-10-12 03:08:39,992 - Train: 7.76% [97100/1251000] [77.6/1000.0] [batch_t 0.226 (0.227)] [data_t 0.011] [optim_t 0.215] [lr 0.002956] [CE 4.905 (4.692)] [KD 5.531 (5.296)] 2024-10-12 03:08:51,958 - Train: 7.77% [97150/1251000] [77.7/1000.0] [batch_t 0.218 (0.239)] [data_t 0.007] [optim_t 0.211] [lr 0.002956] [CE 4.580 (4.531)] [KD 5.003 (5.126)] 2024-10-12 03:09:03,594 - Train: 7.77% [97200/1251000] [77.7/1000.0] [batch_t 0.216 (0.233)] [data_t 0.006] [optim_t 0.209] [lr 0.002956] [CE 4.745 (4.606)] [KD 5.186 (5.092)] 2024-10-12 03:09:15,276 - Train: 7.77% [97250/1251000] [77.7/1000.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.002956] [CE 4.748 (4.658)] [KD 5.233 (5.284)] 2024-10-12 03:09:26,726 - Train: 7.78% [97300/1251000] [77.8/1000.0] [batch_t 0.224 (0.229)] [data_t 0.007] [optim_t 0.217] [lr 0.002956] [CE 4.709 (4.649)] [KD 5.441 (5.242)] 2024-10-12 03:09:38,761 - Train: 7.78% [97350/1251000] [77.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.007] [optim_t 0.227] [lr 0.002956] [CE 4.908 (4.646)] [KD 5.567 (5.240)] 2024-10-12 03:09:50,493 - Train: 7.79% [97400/1251000] [77.9/1000.0] [batch_t 0.217 (0.234)] [data_t 0.007] [optim_t 0.210] [lr 0.002956] [CE 4.377 (4.543)] [KD 5.223 (5.149)] 2024-10-12 03:10:02,104 - Train: 7.79% [97450/1251000] [77.9/1000.0] [batch_t 0.231 (0.232)] [data_t 0.008] [optim_t 0.223] [lr 0.002956] [CE 4.248 (4.597)] [KD 4.887 (5.141)] 2024-10-12 03:10:13,728 - Train: 7.79% [97500/1251000] [77.9/1000.0] [batch_t 0.234 (0.232)] [data_t 0.008] [optim_t 0.226] [lr 0.002956] [CE 4.745 (4.655)] [KD 5.301 (5.156)] 2024-10-12 03:10:26,224 - Train: 7.80% [97550/1251000] [78.0/1000.0] [batch_t 0.223 (0.250)] [data_t 0.007] [optim_t 0.217] [lr 0.002956] [CE 4.567 (4.636)] [KD 5.398 (5.212)] 2024-10-12 03:10:32,436 - ==> Total time: 6:32:25 Eta: 3 days, 5:18:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:10:41,198 - Train: 7.80% [97600/1251000] [78.0/1000.0] [batch_t 0.458 (0.268)] [data_t 0.006] [optim_t 0.451] [lr 0.002956] [CE 4.595 (4.557)] [KD 5.180 (5.226)] 2024-10-12 03:10:52,427 - Train: 7.81% [97650/1251000] [78.1/1000.0] [batch_t 0.217 (0.224)] [data_t 0.009] [optim_t 0.208] [lr 0.002956] [CE 3.777 (4.649)] [KD 4.825 (5.314)] 2024-10-12 03:11:04,017 - Train: 7.81% [97700/1251000] [78.1/1000.0] [batch_t 0.224 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.002956] [CE 4.776 (4.599)] [KD 5.365 (5.133)] 2024-10-12 03:11:15,936 - Train: 7.81% [97750/1251000] [78.1/1000.0] [batch_t 0.226 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.002955] [CE 4.597 (4.616)] [KD 5.408 (5.188)] 2024-10-12 03:11:28,231 - Train: 7.82% [97800/1251000] [78.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.002955] [CE 4.847 (4.574)] [KD 5.080 (5.137)] 2024-10-12 03:11:39,446 - Train: 7.82% [97850/1251000] [78.2/1000.0] [batch_t 0.228 (0.224)] [data_t 0.007] [optim_t 0.221] [lr 0.002955] [CE 4.336 (4.632)] [KD 5.206 (5.226)] 2024-10-12 03:11:50,780 - Train: 7.83% [97900/1251000] [78.3/1000.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.002955] [CE 4.963 (4.645)] [KD 5.397 (5.232)] 2024-10-12 03:12:02,399 - Train: 7.83% [97950/1251000] [78.3/1000.0] [batch_t 0.221 (0.232)] [data_t 0.008] [optim_t 0.214] [lr 0.002955] [CE 4.686 (4.624)] [KD 5.063 (5.166)] 2024-10-12 03:12:13,969 - Train: 7.83% [98000/1251000] [78.3/1000.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.002955] [CE 4.307 (4.575)] [KD 4.786 (5.064)] 2024-10-12 03:12:25,350 - Train: 7.84% [98050/1251000] [78.4/1000.0] [batch_t 0.233 (0.227)] [data_t 0.010] [optim_t 0.222] [lr 0.002955] [CE 3.842 (4.556)] [KD 4.976 (5.111)] 2024-10-12 03:12:37,391 - Train: 7.84% [98100/1251000] [78.4/1000.0] [batch_t 0.217 (0.241)] [data_t 0.009] [optim_t 0.208] [lr 0.002955] [CE 4.720 (4.644)] [KD 4.967 (5.220)] 2024-10-12 03:12:48,888 - Train: 7.85% [98150/1251000] [78.5/1000.0] [batch_t 0.219 (0.230)] [data_t 0.008] [optim_t 0.211] [lr 0.002955] [CE 4.712 (4.607)] [KD 5.250 (5.225)] 2024-10-12 03:13:00,510 - Train: 7.85% [98200/1251000] [78.5/1000.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002955] [CE 4.685 (4.637)] [KD 5.430 (5.187)] 2024-10-12 03:13:11,855 - Train: 7.85% [98250/1251000] [78.5/1000.0] [batch_t 0.220 (0.227)] [data_t 0.006] [optim_t 0.213] [lr 0.002955] [CE 4.406 (4.580)] [KD 5.351 (5.262)] 2024-10-12 03:13:23,219 - Train: 7.86% [98300/1251000] [78.6/1000.0] [batch_t 0.226 (0.227)] [data_t 0.006] [optim_t 0.219] [lr 0.002955] [CE 4.931 (4.608)] [KD 5.226 (5.235)] 2024-10-12 03:13:35,390 - Train: 7.86% [98350/1251000] [78.6/1000.0] [batch_t 0.221 (0.243)] [data_t 0.007] [optim_t 0.214] [lr 0.002955] [CE 4.601 (4.591)] [KD 5.272 (5.167)] 2024-10-12 03:13:47,575 - Train: 7.87% [98400/1251000] [78.7/1000.0] [batch_t 0.222 (0.243)] [data_t 0.007] [optim_t 0.215] [lr 0.002955] [CE 4.188 (4.601)] [KD 4.988 (5.201)] 2024-10-12 03:13:58,817 - Train: 7.87% [98450/1251000] [78.7/1000.0] [batch_t 0.234 (0.225)] [data_t 0.006] [optim_t 0.228] [lr 0.002955] [CE 4.384 (4.598)] [KD 4.906 (5.128)] 2024-10-12 03:14:10,399 - Train: 7.87% [98500/1251000] [78.7/1000.0] [batch_t 0.228 (0.231)] [data_t 0.007] [optim_t 0.221] [lr 0.002955] [CE 4.478 (4.569)] [KD 5.154 (5.167)] 2024-10-12 03:14:22,230 - Train: 7.88% [98550/1251000] [78.8/1000.0] [batch_t 0.229 (0.236)] [data_t 0.006] [optim_t 0.223] [lr 0.002955] [CE 4.495 (4.622)] [KD 5.303 (5.186)] 2024-10-12 03:14:33,748 - Train: 7.88% [98600/1251000] [78.8/1000.0] [batch_t 0.218 (0.230)] [data_t 0.007] [optim_t 0.211] [lr 0.002955] [CE 5.094 (4.608)] [KD 5.389 (5.281)] 2024-10-12 03:14:45,795 - Train: 7.89% [98650/1251000] [78.9/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.002955] [CE 4.651 (4.533)] [KD 5.324 (5.182)] 2024-10-12 03:14:57,359 - Train: 7.89% [98700/1251000] [78.9/1000.0] [batch_t 0.222 (0.231)] [data_t 0.007] [optim_t 0.215] [lr 0.002955] [CE 4.467 (4.650)] [KD 5.116 (5.233)] 2024-10-12 03:15:09,184 - Train: 7.89% [98750/1251000] [78.9/1000.0] [batch_t 0.227 (0.236)] [data_t 0.007] [optim_t 0.219] [lr 0.002955] [CE 4.341 (4.546)] [KD 4.974 (5.158)] 2024-10-12 03:15:21,014 - Train: 7.90% [98800/1251000] [79.0/1000.0] [batch_t 0.224 (0.236)] [data_t 0.007] [optim_t 0.217] [lr 0.002955] [CE 5.044 (4.608)] [KD 5.360 (5.303)] 2024-10-12 03:15:27,424 - ==> Total time: 6:37:20 Eta: 3 days, 5:12:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:15:35,978 - Train: 7.90% [98850/1251000] [79.0/1000.0] [batch_t 0.216 (0.265)] [data_t 0.007] [optim_t 0.209] [lr 0.002954] [CE 4.894 (4.558)] [KD 4.887 (5.083)] 2024-10-12 03:15:47,537 - Train: 7.91% [98900/1251000] [79.1/1000.0] [batch_t 0.226 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.002954] [CE 4.949 (4.614)] [KD 5.331 (5.187)] 2024-10-12 03:15:59,217 - Train: 7.91% [98950/1251000] [79.1/1000.0] [batch_t 0.222 (0.233)] [data_t 0.007] [optim_t 0.214] [lr 0.002954] [CE 4.258 (4.601)] [KD 5.040 (5.200)] 2024-10-12 03:16:11,318 - Train: 7.91% [99000/1251000] [79.1/1000.0] [batch_t 0.458 (0.242)] [data_t 0.007] [optim_t 0.451] [lr 0.002954] [CE 5.124 (4.591)] [KD 5.638 (5.171)] 2024-10-12 03:16:22,711 - Train: 7.92% [99050/1251000] [79.2/1000.0] [batch_t 0.234 (0.228)] [data_t 0.008] [optim_t 0.226] [lr 0.002954] [CE 5.295 (4.661)] [KD 5.348 (5.219)] 2024-10-12 03:16:34,113 - Train: 7.92% [99100/1251000] [79.2/1000.0] [batch_t 0.218 (0.228)] [data_t 0.009] [optim_t 0.209] [lr 0.002954] [CE 4.646 (4.629)] [KD 5.259 (5.183)] 2024-10-12 03:16:45,396 - Train: 7.93% [99150/1251000] [79.3/1000.0] [batch_t 0.219 (0.225)] [data_t 0.008] [optim_t 0.211] [lr 0.002954] [CE 4.893 (4.566)] [KD 5.093 (5.081)] 2024-10-12 03:16:56,787 - Train: 7.93% [99200/1251000] [79.3/1000.0] [batch_t 0.222 (0.228)] [data_t 0.006] [optim_t 0.216] [lr 0.002954] [CE 4.323 (4.558)] [KD 5.087 (5.203)] 2024-10-12 03:17:08,335 - Train: 7.93% [99250/1251000] [79.3/1000.0] [batch_t 0.219 (0.231)] [data_t 0.007] [optim_t 0.212] [lr 0.002954] [CE 4.832 (4.718)] [KD 5.042 (5.253)] 2024-10-12 03:17:20,321 - Train: 7.94% [99300/1251000] [79.4/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.002954] [CE 4.356 (4.546)] [KD 5.055 (5.144)] 2024-10-12 03:17:31,615 - Train: 7.94% [99350/1251000] [79.4/1000.0] [batch_t 0.220 (0.226)] [data_t 0.008] [optim_t 0.212] [lr 0.002954] [CE 4.471 (4.526)] [KD 4.851 (5.072)] 2024-10-12 03:17:42,874 - Train: 7.95% [99400/1251000] [79.5/1000.0] [batch_t 0.216 (0.225)] [data_t 0.009] [optim_t 0.207] [lr 0.002954] [CE 4.139 (4.590)] [KD 4.775 (5.158)] 2024-10-12 03:17:54,093 - Train: 7.95% [99450/1251000] [79.5/1000.0] [batch_t 0.217 (0.224)] [data_t 0.009] [optim_t 0.207] [lr 0.002954] [CE 4.541 (4.580)] [KD 5.013 (5.072)] 2024-10-12 03:18:05,236 - Train: 7.95% [99500/1251000] [79.5/1000.0] [batch_t 0.215 (0.223)] [data_t 0.009] [optim_t 0.206] [lr 0.002954] [CE 4.566 (4.627)] [KD 5.086 (5.192)] 2024-10-12 03:18:16,972 - Train: 7.96% [99550/1251000] [79.6/1000.0] [batch_t 0.224 (0.235)] [data_t 0.007] [optim_t 0.217] [lr 0.002954] [CE 4.942 (4.624)] [KD 5.401 (5.217)] 2024-10-12 03:18:28,831 - Train: 7.96% [99600/1251000] [79.6/1000.0] [batch_t 0.213 (0.237)] [data_t 0.009] [optim_t 0.204] [lr 0.002954] [CE 4.750 (4.545)] [KD 5.246 (5.140)] 2024-10-12 03:18:40,300 - Train: 7.97% [99650/1251000] [79.7/1000.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.214] [lr 0.002954] [CE 4.747 (4.584)] [KD 5.131 (5.162)] 2024-10-12 03:18:51,372 - Train: 7.97% [99700/1251000] [79.7/1000.0] [batch_t 0.219 (0.221)] [data_t 0.009] [optim_t 0.210] [lr 0.002954] [CE 4.324 (4.620)] [KD 4.800 (5.165)] 2024-10-12 03:19:02,823 - Train: 7.97% [99750/1251000] [79.7/1000.0] [batch_t 0.224 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.002954] [CE 4.926 (4.641)] [KD 5.301 (5.191)] 2024-10-12 03:19:14,036 - Train: 7.98% [99800/1251000] [79.8/1000.0] [batch_t 0.211 (0.224)] [data_t 0.010] [optim_t 0.201] [lr 0.002954] [CE 4.722 (4.584)] [KD 5.433 (5.165)] 2024-10-12 03:19:25,623 - Train: 7.98% [99850/1251000] [79.8/1000.0] [batch_t 0.220 (0.232)] [data_t 0.007] [optim_t 0.214] [lr 0.002954] [CE 4.378 (4.573)] [KD 5.216 (5.174)] 2024-10-12 03:19:36,951 - Train: 7.99% [99900/1251000] [79.9/1000.0] [batch_t 0.217 (0.226)] [data_t 0.009] [optim_t 0.208] [lr 0.002954] [CE 3.813 (4.587)] [KD 5.056 (5.140)] 2024-10-12 03:19:48,736 - Train: 7.99% [99950/1251000] [79.9/1000.0] [batch_t 0.221 (0.236)] [data_t 0.008] [optim_t 0.213] [lr 0.002953] [CE 5.291 (4.615)] [KD 5.475 (5.158)] 2024-10-12 03:19:59,902 - Train: 7.99% [100000/1251000] [79.9/1000.0] [batch_t 0.225 (0.223)] [data_t 0.007] [optim_t 0.218] [lr 0.002953] [CE 4.268 (4.571)] [KD 5.091 (5.142)] 2024-10-12 03:20:11,306 - Train: 8.00% [100050/1251000] [80.0/1000.0] [batch_t 0.225 (0.228)] [data_t 0.008] [optim_t 0.217] [lr 0.002953] [CE 4.784 (4.594)] [KD 5.230 (5.213)] 2024-10-12 03:20:27,360 - Test (net): 100.00% [50/50] [batch_t 0.092 (0.171)] [top1_cnt 34005] [top5_cnt 44279] [top_all 50000] 2024-10-12 03:20:27,361 - net: 68.010 (88.558) 2024-10-12 03:20:35,893 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.155)] [top1_cnt 37123] [top5_cnt 45905] [top_all 50000] 2024-10-12 03:20:35,893 - net_E: 74.246 (91.810) 2024-10-12 03:20:36,096 - Max [top1: 68.572 (epoch: 75)] [top1-ema: 74.246 (epoch: 80)] 2024-10-12 03:20:36,097 - ==> Total time: 6:42:28 Eta: 3 days, 5:08:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:20:52,348 - Train: 8.00% [100100/1251000] [80.0/1000.0] [batch_t 0.227 (0.260)] [data_t 0.009] [optim_t 0.218] [lr 0.002953] [CE 4.261 (4.522)] [KD 5.233 (5.176)] 2024-10-12 03:21:04,250 - Train: 8.01% [100150/1251000] [80.1/1000.0] [batch_t 0.215 (0.238)] [data_t 0.008] [optim_t 0.207] [lr 0.002953] [CE 4.731 (4.601)] [KD 5.608 (5.113)] 2024-10-12 03:21:16,202 - Train: 8.01% [100200/1251000] [80.1/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002953] [CE 4.575 (4.539)] [KD 5.068 (5.088)] 2024-10-12 03:21:27,756 - Train: 8.01% [100250/1251000] [80.1/1000.0] [batch_t 0.208 (0.231)] [data_t 0.006] [optim_t 0.202] [lr 0.002953] [CE 4.564 (4.524)] [KD 5.101 (5.077)] 2024-10-12 03:21:39,585 - Train: 8.02% [100300/1251000] [80.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.006] [optim_t 0.230] [lr 0.002953] [CE 4.327 (4.624)] [KD 5.080 (5.162)] 2024-10-12 03:21:50,767 - Train: 8.02% [100350/1251000] [80.2/1000.0] [batch_t 0.222 (0.223)] [data_t 0.006] [optim_t 0.215] [lr 0.002953] [CE 5.080 (4.575)] [KD 5.172 (5.079)] 2024-10-12 03:22:02,825 - Train: 8.03% [100400/1251000] [80.3/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.002953] [CE 4.555 (4.568)] [KD 5.010 (5.138)] 2024-10-12 03:22:14,872 - Train: 8.03% [100450/1251000] [80.3/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.214] [lr 0.002953] [CE 4.870 (4.674)] [KD 5.204 (5.181)] 2024-10-12 03:22:26,153 - Train: 8.03% [100500/1251000] [80.3/1000.0] [batch_t 0.224 (0.225)] [data_t 0.008] [optim_t 0.216] [lr 0.002953] [CE 4.585 (4.596)] [KD 5.165 (5.249)] 2024-10-12 03:22:37,172 - Train: 8.04% [100550/1251000] [80.4/1000.0] [batch_t 0.215 (0.220)] [data_t 0.007] [optim_t 0.208] [lr 0.002953] [CE 4.390 (4.621)] [KD 5.156 (5.201)] 2024-10-12 03:22:49,658 - Train: 8.04% [100600/1251000] [80.4/1000.0] [batch_t 0.218 (0.250)] [data_t 0.008] [optim_t 0.209] [lr 0.002953] [CE 4.308 (4.644)] [KD 5.143 (5.205)] 2024-10-12 03:23:00,903 - Train: 8.05% [100650/1251000] [80.5/1000.0] [batch_t 0.222 (0.225)] [data_t 0.009] [optim_t 0.214] [lr 0.002953] [CE 4.721 (4.597)] [KD 5.352 (5.265)] 2024-10-12 03:23:12,099 - Train: 8.05% [100700/1251000] [80.5/1000.0] [batch_t 0.228 (0.224)] [data_t 0.009] [optim_t 0.219] [lr 0.002953] [CE 4.964 (4.603)] [KD 5.423 (5.154)] 2024-10-12 03:23:24,061 - Train: 8.05% [100750/1251000] [80.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.008] [optim_t 0.229] [lr 0.002953] [CE 4.891 (4.589)] [KD 5.424 (5.148)] 2024-10-12 03:23:35,965 - Train: 8.06% [100800/1251000] [80.6/1000.0] [batch_t 0.217 (0.238)] [data_t 0.006] [optim_t 0.211] [lr 0.002953] [CE 4.832 (4.589)] [KD 5.289 (5.206)] 2024-10-12 03:23:47,194 - Train: 8.06% [100850/1251000] [80.6/1000.0] [batch_t 0.215 (0.224)] [data_t 0.008] [optim_t 0.207] [lr 0.002953] [CE 4.462 (4.566)] [KD 5.093 (5.136)] 2024-10-12 03:23:59,174 - Train: 8.07% [100900/1251000] [80.7/1000.0] [batch_t 0.220 (0.239)] [data_t 0.008] [optim_t 0.213] [lr 0.002953] [CE 4.678 (4.631)] [KD 5.135 (5.189)] 2024-10-12 03:24:10,740 - Train: 8.07% [100950/1251000] [80.7/1000.0] [batch_t 0.228 (0.231)] [data_t 0.007] [optim_t 0.222] [lr 0.002953] [CE 4.927 (4.647)] [KD 5.312 (5.214)] 2024-10-12 03:24:22,753 - Train: 8.07% [101000/1251000] [80.7/1000.0] [batch_t 0.411 (0.240)] [data_t 0.009] [optim_t 0.402] [lr 0.002952] [CE 4.308 (4.534)] [KD 4.715 (5.136)] 2024-10-12 03:24:35,040 - Train: 8.08% [101050/1251000] [80.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.002952] [CE 4.795 (4.585)] [KD 5.166 (5.236)] 2024-10-12 03:24:46,685 - Train: 8.08% [101100/1251000] [80.8/1000.0] [batch_t 0.222 (0.233)] [data_t 0.008] [optim_t 0.214] [lr 0.002952] [CE 5.048 (4.746)] [KD 5.311 (5.301)] 2024-10-12 03:24:58,187 - Train: 8.09% [101150/1251000] [80.9/1000.0] [batch_t 0.225 (0.230)] [data_t 0.007] [optim_t 0.218] [lr 0.002952] [CE 4.979 (4.529)] [KD 5.448 (5.192)] 2024-10-12 03:25:10,459 - Train: 8.09% [101200/1251000] [80.9/1000.0] [batch_t 0.225 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.002952] [CE 4.831 (4.570)] [KD 5.081 (5.218)] 2024-10-12 03:25:22,283 - Train: 8.09% [101250/1251000] [80.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.002952] [CE 5.030 (4.608)] [KD 5.467 (5.284)] 2024-10-12 03:25:33,580 - Train: 8.10% [101300/1251000] [81.0/1000.0] [batch_t 0.221 (0.226)] [data_t 0.009] [optim_t 0.212] [lr 0.002952] [CE 4.950 (4.614)] [KD 5.243 (5.210)] 2024-10-12 03:25:40,690 - ==> Total time: 6:47:33 Eta: 3 days, 5:04:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:25:48,624 - Train: 8.10% [101350/1251000] [81.0/1000.0] [batch_t 0.232 (0.266)] [data_t 0.010] [optim_t 0.222] [lr 0.002952] [CE 4.561 (4.541)] [KD 5.165 (5.146)] 2024-10-12 03:26:00,227 - Train: 8.11% [101400/1251000] [81.1/1000.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.213] [lr 0.002952] [CE 4.359 (4.607)] [KD 4.952 (5.125)] 2024-10-12 03:26:11,949 - Train: 8.11% [101450/1251000] [81.1/1000.0] [batch_t 0.228 (0.234)] [data_t 0.006] [optim_t 0.222] [lr 0.002952] [CE 4.811 (4.623)] [KD 5.085 (5.233)] 2024-10-12 03:26:23,686 - Train: 8.11% [101500/1251000] [81.1/1000.0] [batch_t 0.216 (0.235)] [data_t 0.008] [optim_t 0.208] [lr 0.002952] [CE 4.329 (4.587)] [KD 5.013 (5.161)] 2024-10-12 03:26:34,900 - Train: 8.12% [101550/1251000] [81.2/1000.0] [batch_t 0.236 (0.224)] [data_t 0.008] [optim_t 0.228] [lr 0.002952] [CE 4.574 (4.512)] [KD 4.939 (5.110)] 2024-10-12 03:26:46,682 - Train: 8.12% [101600/1251000] [81.2/1000.0] [batch_t 0.219 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.002952] [CE 4.652 (4.608)] [KD 5.228 (5.191)] 2024-10-12 03:26:58,154 - Train: 8.13% [101650/1251000] [81.3/1000.0] [batch_t 0.232 (0.229)] [data_t 0.008] [optim_t 0.224] [lr 0.002952] [CE 4.600 (4.571)] [KD 4.963 (5.124)] 2024-10-12 03:27:09,776 - Train: 8.13% [101700/1251000] [81.3/1000.0] [batch_t 0.226 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.002952] [CE 4.683 (4.590)] [KD 5.088 (5.126)] 2024-10-12 03:27:21,261 - Train: 8.13% [101750/1251000] [81.3/1000.0] [batch_t 0.221 (0.230)] [data_t 0.010] [optim_t 0.211] [lr 0.002952] [CE 4.019 (4.567)] [KD 4.999 (5.104)] 2024-10-12 03:27:32,943 - Train: 8.14% [101800/1251000] [81.4/1000.0] [batch_t 0.224 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.002952] [CE 4.404 (4.558)] [KD 5.453 (5.243)] 2024-10-12 03:27:44,222 - Train: 8.14% [101850/1251000] [81.4/1000.0] [batch_t 0.219 (0.225)] [data_t 0.009] [optim_t 0.209] [lr 0.002952] [CE 4.543 (4.519)] [KD 5.066 (5.173)] 2024-10-12 03:27:55,706 - Train: 8.15% [101900/1251000] [81.5/1000.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.221] [lr 0.002952] [CE 4.465 (4.629)] [KD 5.366 (5.190)] 2024-10-12 03:28:07,396 - Train: 8.15% [101950/1251000] [81.5/1000.0] [batch_t 0.225 (0.234)] [data_t 0.006] [optim_t 0.219] [lr 0.002952] [CE 4.822 (4.566)] [KD 5.499 (5.172)] 2024-10-12 03:28:19,585 - Train: 8.15% [102000/1251000] [81.5/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.002952] [CE 5.095 (4.642)] [KD 5.383 (5.086)] 2024-10-12 03:28:30,959 - Train: 8.16% [102050/1251000] [81.6/1000.0] [batch_t 0.224 (0.227)] [data_t 0.008] [optim_t 0.216] [lr 0.002952] [CE 5.017 (4.663)] [KD 5.101 (5.195)] 2024-10-12 03:28:42,512 - Train: 8.16% [102100/1251000] [81.6/1000.0] [batch_t 0.222 (0.231)] [data_t 0.010] [optim_t 0.213] [lr 0.002951] [CE 5.027 (4.546)] [KD 5.345 (5.090)] 2024-10-12 03:28:53,874 - Train: 8.17% [102150/1251000] [81.7/1000.0] [batch_t 0.221 (0.227)] [data_t 0.009] [optim_t 0.212] [lr 0.002951] [CE 4.311 (4.561)] [KD 4.951 (5.155)] 2024-10-12 03:29:05,606 - Train: 8.17% [102200/1251000] [81.7/1000.0] [batch_t 0.217 (0.234)] [data_t 0.010] [optim_t 0.207] [lr 0.002951] [CE 4.491 (4.590)] [KD 5.139 (5.191)] 2024-10-12 03:29:17,034 - Train: 8.17% [102250/1251000] [81.7/1000.0] [batch_t 0.237 (0.228)] [data_t 0.008] [optim_t 0.229] [lr 0.002951] [CE 4.350 (4.608)] [KD 5.133 (5.297)] 2024-10-12 03:29:28,963 - Train: 8.18% [102300/1251000] [81.8/1000.0] [batch_t 0.220 (0.238)] [data_t 0.008] [optim_t 0.212] [lr 0.002951] [CE 4.777 (4.591)] [KD 5.296 (5.128)] 2024-10-12 03:29:40,490 - Train: 8.18% [102350/1251000] [81.8/1000.0] [batch_t 0.233 (0.230)] [data_t 0.006] [optim_t 0.227] [lr 0.002951] [CE 4.494 (4.653)] [KD 5.154 (5.171)] 2024-10-12 03:29:52,339 - Train: 8.19% [102400/1251000] [81.9/1000.0] [batch_t 0.225 (0.237)] [data_t 0.008] [optim_t 0.217] [lr 0.002951] [CE 4.475 (4.537)] [KD 5.329 (5.093)] 2024-10-12 03:30:03,640 - Train: 8.19% [102450/1251000] [81.9/1000.0] [batch_t 0.242 (0.226)] [data_t 0.009] [optim_t 0.234] [lr 0.002951] [CE 4.361 (4.641)] [KD 5.053 (5.197)] 2024-10-12 03:30:15,281 - Train: 8.19% [102500/1251000] [81.9/1000.0] [batch_t 0.227 (0.233)] [data_t 0.010] [optim_t 0.218] [lr 0.002951] [CE 4.779 (4.578)] [KD 5.093 (5.210)] 2024-10-12 03:30:26,576 - Train: 8.20% [102550/1251000] [82.0/1000.0] [batch_t 0.215 (0.226)] [data_t 0.009] [optim_t 0.206] [lr 0.002951] [CE 4.454 (4.532)] [KD 4.885 (5.130)] 2024-10-12 03:30:33,919 - ==> Total time: 6:52:26 Eta: 3 days, 4:57:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:30:41,907 - Train: 8.20% [102600/1251000] [82.0/1000.0] [batch_t 0.230 (0.282)] [data_t 0.009] [optim_t 0.222] [lr 0.002951] [CE 3.952 (4.615)] [KD 4.957 (5.045)] 2024-10-12 03:30:53,309 - Train: 8.21% [102650/1251000] [82.1/1000.0] [batch_t 0.229 (0.228)] [data_t 0.008] [optim_t 0.221] [lr 0.002951] [CE 4.555 (4.569)] [KD 5.011 (5.075)] 2024-10-12 03:31:04,597 - Train: 8.21% [102700/1251000] [82.1/1000.0] [batch_t 0.236 (0.226)] [data_t 0.007] [optim_t 0.228] [lr 0.002951] [CE 4.899 (4.650)] [KD 4.999 (5.226)] 2024-10-12 03:31:16,440 - Train: 8.21% [102750/1251000] [82.1/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.002951] [CE 4.272 (4.513)] [KD 5.079 (5.113)] 2024-10-12 03:31:28,193 - Train: 8.22% [102800/1251000] [82.2/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.002951] [CE 4.410 (4.666)] [KD 5.061 (5.280)] 2024-10-12 03:31:39,881 - Train: 8.22% [102850/1251000] [82.2/1000.0] [batch_t 0.229 (0.234)] [data_t 0.010] [optim_t 0.219] [lr 0.002951] [CE 5.169 (4.656)] [KD 5.586 (5.169)] 2024-10-12 03:31:51,643 - Train: 8.23% [102900/1251000] [82.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002951] [CE 4.880 (4.602)] [KD 5.237 (5.318)] 2024-10-12 03:32:03,236 - Train: 8.23% [102950/1251000] [82.3/1000.0] [batch_t 0.240 (0.232)] [data_t 0.010] [optim_t 0.230] [lr 0.002951] [CE 4.246 (4.579)] [KD 5.001 (5.131)] 2024-10-12 03:32:14,582 - Train: 8.23% [103000/1251000] [82.3/1000.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.002951] [CE 4.492 (4.518)] [KD 5.077 (5.107)] 2024-10-12 03:32:26,108 - Train: 8.24% [103050/1251000] [82.4/1000.0] [batch_t 0.217 (0.230)] [data_t 0.008] [optim_t 0.208] [lr 0.002951] [CE 4.751 (4.648)] [KD 5.365 (5.196)] 2024-10-12 03:32:37,158 - Train: 8.24% [103100/1251000] [82.4/1000.0] [batch_t 0.218 (0.221)] [data_t 0.009] [optim_t 0.209] [lr 0.002951] [CE 4.144 (4.576)] [KD 5.216 (5.200)] 2024-10-12 03:32:49,085 - Train: 8.25% [103150/1251000] [82.5/1000.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.002950] [CE 4.396 (4.576)] [KD 5.213 (5.171)] 2024-10-12 03:33:00,432 - Train: 8.25% [103200/1251000] [82.5/1000.0] [batch_t 0.210 (0.227)] [data_t 0.007] [optim_t 0.203] [lr 0.002950] [CE 4.827 (4.623)] [KD 5.284 (5.175)] 2024-10-12 03:33:12,070 - Train: 8.25% [103250/1251000] [82.5/1000.0] [batch_t 0.225 (0.233)] [data_t 0.008] [optim_t 0.218] [lr 0.002950] [CE 4.272 (4.660)] [KD 4.970 (5.245)] 2024-10-12 03:33:23,476 - Train: 8.26% [103300/1251000] [82.6/1000.0] [batch_t 0.230 (0.228)] [data_t 0.007] [optim_t 0.223] [lr 0.002950] [CE 4.436 (4.635)] [KD 5.053 (5.187)] 2024-10-12 03:33:35,087 - Train: 8.26% [103350/1251000] [82.6/1000.0] [batch_t 0.207 (0.232)] [data_t 0.006] [optim_t 0.201] [lr 0.002950] [CE 4.793 (4.603)] [KD 5.188 (5.091)] 2024-10-12 03:33:46,393 - Train: 8.27% [103400/1251000] [82.7/1000.0] [batch_t 0.216 (0.226)] [data_t 0.007] [optim_t 0.208] [lr 0.002950] [CE 4.992 (4.527)] [KD 5.629 (5.113)] 2024-10-12 03:33:58,129 - Train: 8.27% [103450/1251000] [82.7/1000.0] [batch_t 0.218 (0.235)] [data_t 0.007] [optim_t 0.211] [lr 0.002950] [CE 4.355 (4.648)] [KD 5.355 (5.276)] 2024-10-12 03:34:09,441 - Train: 8.27% [103500/1251000] [82.7/1000.0] [batch_t 0.226 (0.226)] [data_t 0.006] [optim_t 0.220] [lr 0.002950] [CE 4.677 (4.558)] [KD 5.211 (5.129)] 2024-10-12 03:34:21,069 - Train: 8.28% [103550/1251000] [82.8/1000.0] [batch_t 0.196 (0.232)] [data_t 0.006] [optim_t 0.190] [lr 0.002950] [CE 4.300 (4.553)] [KD 4.636 (5.115)] 2024-10-12 03:34:32,629 - Train: 8.28% [103600/1251000] [82.8/1000.0] [batch_t 0.216 (0.231)] [data_t 0.008] [optim_t 0.209] [lr 0.002950] [CE 4.521 (4.635)] [KD 4.932 (5.166)] 2024-10-12 03:34:43,962 - Train: 8.29% [103650/1251000] [82.9/1000.0] [batch_t 0.226 (0.227)] [data_t 0.012] [optim_t 0.214] [lr 0.002950] [CE 4.291 (4.575)] [KD 5.064 (5.121)] 2024-10-12 03:34:55,370 - Train: 8.29% [103700/1251000] [82.9/1000.0] [batch_t 0.213 (0.228)] [data_t 0.009] [optim_t 0.203] [lr 0.002950] [CE 4.061 (4.603)] [KD 4.980 (5.189)] 2024-10-12 03:35:07,306 - Train: 8.29% [103750/1251000] [82.9/1000.0] [batch_t 0.218 (0.239)] [data_t 0.007] [optim_t 0.212] [lr 0.002950] [CE 4.912 (4.628)] [KD 5.353 (5.225)] 2024-10-12 03:35:18,767 - Train: 8.30% [103800/1251000] [83.0/1000.0] [batch_t 0.217 (0.229)] [data_t 0.008] [optim_t 0.210] [lr 0.002950] [CE 4.985 (4.604)] [KD 5.425 (5.168)] 2024-10-12 03:35:26,191 - ==> Total time: 6:57:18 Eta: 3 days, 4:50:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:35:33,676 - Train: 8.30% [103850/1251000] [83.0/1000.0] [batch_t 0.229 (0.263)] [data_t 0.007] [optim_t 0.222] [lr 0.002950] [CE 4.651 (4.438)] [KD 5.105 (4.969)] 2024-10-12 03:35:45,713 - Train: 8.31% [103900/1251000] [83.1/1000.0] [batch_t 0.217 (0.241)] [data_t 0.007] [optim_t 0.210] [lr 0.002950] [CE 4.508 (4.606)] [KD 5.084 (5.124)] 2024-10-12 03:35:56,985 - Train: 8.31% [103950/1251000] [83.1/1000.0] [batch_t 0.226 (0.225)] [data_t 0.007] [optim_t 0.218] [lr 0.002950] [CE 4.340 (4.602)] [KD 5.502 (5.157)] 2024-10-12 03:36:08,867 - Train: 8.31% [104000/1251000] [83.1/1000.0] [batch_t 0.435 (0.237)] [data_t 0.007] [optim_t 0.428] [lr 0.002950] [CE 4.310 (4.643)] [KD 5.089 (5.215)] 2024-10-12 03:36:21,039 - Train: 8.32% [104050/1251000] [83.2/1000.0] [batch_t 0.221 (0.243)] [data_t 0.010] [optim_t 0.211] [lr 0.002950] [CE 4.569 (4.578)] [KD 5.080 (5.129)] 2024-10-12 03:36:32,398 - Train: 8.32% [104100/1251000] [83.2/1000.0] [batch_t 0.233 (0.227)] [data_t 0.010] [optim_t 0.224] [lr 0.002950] [CE 4.937 (4.605)] [KD 5.254 (5.138)] 2024-10-12 03:36:44,077 - Train: 8.33% [104150/1251000] [83.3/1000.0] [batch_t 0.219 (0.233)] [data_t 0.010] [optim_t 0.209] [lr 0.002949] [CE 4.852 (4.583)] [KD 5.321 (5.093)] 2024-10-12 03:36:55,752 - Train: 8.33% [104200/1251000] [83.3/1000.0] [batch_t 0.220 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.002949] [CE 4.317 (4.567)] [KD 5.152 (5.168)] 2024-10-12 03:37:07,303 - Train: 8.33% [104250/1251000] [83.3/1000.0] [batch_t 0.211 (0.231)] [data_t 0.008] [optim_t 0.203] [lr 0.002949] [CE 4.187 (4.608)] [KD 5.094 (5.194)] 2024-10-12 03:37:18,752 - Train: 8.34% [104300/1251000] [83.4/1000.0] [batch_t 0.216 (0.229)] [data_t 0.010] [optim_t 0.207] [lr 0.002949] [CE 4.949 (4.645)] [KD 5.233 (5.200)] 2024-10-12 03:37:30,429 - Train: 8.34% [104350/1251000] [83.4/1000.0] [batch_t 0.211 (0.233)] [data_t 0.007] [optim_t 0.204] [lr 0.002949] [CE 4.568 (4.572)] [KD 4.923 (5.159)] 2024-10-12 03:37:41,840 - Train: 8.35% [104400/1251000] [83.5/1000.0] [batch_t 0.228 (0.228)] [data_t 0.007] [optim_t 0.222] [lr 0.002949] [CE 4.907 (4.568)] [KD 5.413 (5.193)] 2024-10-12 03:37:53,339 - Train: 8.35% [104450/1251000] [83.5/1000.0] [batch_t 0.220 (0.230)] [data_t 0.010] [optim_t 0.210] [lr 0.002949] [CE 4.644 (4.647)] [KD 4.971 (5.196)] 2024-10-12 03:38:05,012 - Train: 8.35% [104500/1251000] [83.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.008] [optim_t 0.224] [lr 0.002949] [CE 4.467 (4.618)] [KD 4.825 (5.187)] 2024-10-12 03:38:16,459 - Train: 8.36% [104550/1251000] [83.6/1000.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002949] [CE 4.524 (4.591)] [KD 5.398 (5.171)] 2024-10-12 03:38:27,992 - Train: 8.36% [104600/1251000] [83.6/1000.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.221] [lr 0.002949] [CE 4.460 (4.571)] [KD 4.967 (5.097)] 2024-10-12 03:38:39,817 - Train: 8.37% [104650/1251000] [83.7/1000.0] [batch_t 0.222 (0.236)] [data_t 0.010] [optim_t 0.212] [lr 0.002949] [CE 4.477 (4.640)] [KD 5.153 (5.090)] 2024-10-12 03:38:51,290 - Train: 8.37% [104700/1251000] [83.7/1000.0] [batch_t 0.216 (0.229)] [data_t 0.009] [optim_t 0.207] [lr 0.002949] [CE 4.575 (4.620)] [KD 5.457 (5.147)] 2024-10-12 03:39:02,958 - Train: 8.37% [104750/1251000] [83.7/1000.0] [batch_t 0.226 (0.233)] [data_t 0.008] [optim_t 0.218] [lr 0.002949] [CE 4.382 (4.644)] [KD 5.024 (5.208)] 2024-10-12 03:39:15,004 - Train: 8.38% [104800/1251000] [83.8/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002949] [CE 4.682 (4.532)] [KD 5.195 (5.246)] 2024-10-12 03:39:26,574 - Train: 8.38% [104850/1251000] [83.8/1000.0] [batch_t 0.222 (0.231)] [data_t 0.009] [optim_t 0.213] [lr 0.002949] [CE 4.599 (4.588)] [KD 5.076 (5.128)] 2024-10-12 03:39:38,346 - Train: 8.39% [104900/1251000] [83.9/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.002949] [CE 4.370 (4.541)] [KD 4.949 (5.182)] 2024-10-12 03:39:50,008 - Train: 8.39% [104950/1251000] [83.9/1000.0] [batch_t 0.220 (0.233)] [data_t 0.010] [optim_t 0.210] [lr 0.002949] [CE 4.520 (4.582)] [KD 5.156 (5.205)] 2024-10-12 03:40:01,448 - Train: 8.39% [105000/1251000] [83.9/1000.0] [batch_t 0.243 (0.229)] [data_t 0.009] [optim_t 0.233] [lr 0.002949] [CE 4.546 (4.614)] [KD 5.601 (5.178)] 2024-10-12 03:40:13,700 - Train: 8.40% [105050/1251000] [84.0/1000.0] [batch_t 0.218 (0.245)] [data_t 0.009] [optim_t 0.210] [lr 0.002949] [CE 4.619 (4.571)] [KD 5.010 (5.155)] 2024-10-12 03:40:21,697 - ==> Total time: 7:02:14 Eta: 3 days, 4:44:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:40:29,001 - Train: 8.40% [105100/1251000] [84.0/1000.0] [batch_t 0.238 (0.261)] [data_t 0.007] [optim_t 0.231] [lr 0.002949] [CE 4.764 (4.600)] [KD 5.473 (5.141)] 2024-10-12 03:40:40,710 - Train: 8.41% [105150/1251000] [84.1/1000.0] [batch_t 0.217 (0.234)] [data_t 0.010] [optim_t 0.208] [lr 0.002949] [CE 4.605 (4.564)] [KD 5.165 (5.100)] 2024-10-12 03:40:52,406 - Train: 8.41% [105200/1251000] [84.1/1000.0] [batch_t 0.232 (0.234)] [data_t 0.006] [optim_t 0.225] [lr 0.002948] [CE 4.641 (4.606)] [KD 5.307 (5.243)] 2024-10-12 03:41:04,211 - Train: 8.41% [105250/1251000] [84.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.002948] [CE 4.792 (4.667)] [KD 5.233 (5.268)] 2024-10-12 03:41:16,416 - Train: 8.42% [105300/1251000] [84.2/1000.0] [batch_t 0.231 (0.244)] [data_t 0.006] [optim_t 0.225] [lr 0.002948] [CE 4.709 (4.596)] [KD 5.232 (5.158)] 2024-10-12 03:41:27,761 - Train: 8.42% [105350/1251000] [84.2/1000.0] [batch_t 0.218 (0.227)] [data_t 0.008] [optim_t 0.210] [lr 0.002948] [CE 4.676 (4.565)] [KD 5.186 (5.138)] 2024-10-12 03:41:39,250 - Train: 8.43% [105400/1251000] [84.3/1000.0] [batch_t 0.212 (0.230)] [data_t 0.009] [optim_t 0.204] [lr 0.002948] [CE 4.083 (4.624)] [KD 5.009 (5.171)] 2024-10-12 03:41:50,955 - Train: 8.43% [105450/1251000] [84.3/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.222] [lr 0.002948] [CE 4.402 (4.585)] [KD 5.215 (5.180)] 2024-10-12 03:42:02,693 - Train: 8.43% [105500/1251000] [84.3/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.002948] [CE 4.365 (4.647)] [KD 4.862 (5.175)] 2024-10-12 03:42:14,594 - Train: 8.44% [105550/1251000] [84.4/1000.0] [batch_t 0.222 (0.238)] [data_t 0.007] [optim_t 0.216] [lr 0.002948] [CE 4.724 (4.553)] [KD 4.883 (5.050)] 2024-10-12 03:42:26,047 - Train: 8.44% [105600/1251000] [84.4/1000.0] [batch_t 0.218 (0.229)] [data_t 0.009] [optim_t 0.208] [lr 0.002948] [CE 4.462 (4.588)] [KD 5.047 (5.086)] 2024-10-12 03:42:37,478 - Train: 8.45% [105650/1251000] [84.5/1000.0] [batch_t 0.220 (0.228)] [data_t 0.007] [optim_t 0.213] [lr 0.002948] [CE 4.792 (4.504)] [KD 5.302 (5.118)] 2024-10-12 03:42:49,559 - Train: 8.45% [105700/1251000] [84.5/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.002948] [CE 4.757 (4.659)] [KD 5.194 (5.247)] 2024-10-12 03:43:01,032 - Train: 8.45% [105750/1251000] [84.5/1000.0] [batch_t 0.224 (0.229)] [data_t 0.008] [optim_t 0.216] [lr 0.002948] [CE 4.702 (4.630)] [KD 5.250 (5.129)] 2024-10-12 03:43:12,521 - Train: 8.46% [105800/1251000] [84.6/1000.0] [batch_t 0.216 (0.230)] [data_t 0.010] [optim_t 0.206] [lr 0.002948] [CE 5.070 (4.627)] [KD 5.047 (5.166)] 2024-10-12 03:43:24,516 - Train: 8.46% [105850/1251000] [84.6/1000.0] [batch_t 0.217 (0.240)] [data_t 0.008] [optim_t 0.209] [lr 0.002948] [CE 4.789 (4.567)] [KD 5.436 (5.141)] 2024-10-12 03:43:36,272 - Train: 8.47% [105900/1251000] [84.7/1000.0] [batch_t 0.419 (0.235)] [data_t 0.010] [optim_t 0.409] [lr 0.002948] [CE 4.527 (4.579)] [KD 5.198 (5.164)] 2024-10-12 03:43:47,494 - Train: 8.47% [105950/1251000] [84.7/1000.0] [batch_t 0.218 (0.224)] [data_t 0.008] [optim_t 0.210] [lr 0.002948] [CE 4.641 (4.598)] [KD 4.957 (5.071)] 2024-10-12 03:43:59,079 - Train: 8.47% [106000/1251000] [84.7/1000.0] [batch_t 0.227 (0.232)] [data_t 0.008] [optim_t 0.219] [lr 0.002948] [CE 4.232 (4.608)] [KD 5.110 (5.219)] 2024-10-12 03:44:10,753 - Train: 8.48% [106050/1251000] [84.8/1000.0] [batch_t 0.227 (0.233)] [data_t 0.006] [optim_t 0.220] [lr 0.002948] [CE 4.451 (4.620)] [KD 4.893 (5.226)] 2024-10-12 03:44:22,760 - Train: 8.48% [106100/1251000] [84.8/1000.0] [batch_t 0.227 (0.240)] [data_t 0.006] [optim_t 0.221] [lr 0.002948] [CE 4.560 (4.603)] [KD 5.000 (5.142)] 2024-10-12 03:44:34,499 - Train: 8.49% [106150/1251000] [84.9/1000.0] [batch_t 0.218 (0.235)] [data_t 0.008] [optim_t 0.210] [lr 0.002948] [CE 4.983 (4.637)] [KD 5.493 (5.119)] 2024-10-12 03:44:45,707 - Train: 8.49% [106200/1251000] [84.9/1000.0] [batch_t 0.237 (0.224)] [data_t 0.009] [optim_t 0.228] [lr 0.002948] [CE 5.242 (4.682)] [KD 5.619 (5.143)] 2024-10-12 03:44:57,434 - Train: 8.49% [106250/1251000] [84.9/1000.0] [batch_t 0.222 (0.234)] [data_t 0.007] [optim_t 0.215] [lr 0.002947] [CE 4.408 (4.615)] [KD 5.097 (5.173)] 2024-10-12 03:45:09,443 - Train: 8.50% [106300/1251000] [85.0/1000.0] [batch_t 0.226 (0.240)] [data_t 0.010] [optim_t 0.216] [lr 0.002947] [CE 5.035 (4.606)] [KD 5.310 (5.128)] 2024-10-12 03:45:24,828 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.143)] [top1_cnt 34080] [top5_cnt 44279] [top_all 50000] 2024-10-12 03:45:24,829 - net: 68.160 (88.558) 2024-10-12 03:45:33,225 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.152)] [top1_cnt 37134] [top5_cnt 45938] [top_all 50000] 2024-10-12 03:45:33,226 - net_E: 74.268 (91.876) 2024-10-12 03:45:33,411 - Max [top1: 68.572 (epoch: 75)] [top1-ema: 74.268 (epoch: 85)] 2024-10-12 03:45:33,411 - ==> Total time: 7:07:26 Eta: 3 days, 4:41:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:45:48,480 - Train: 8.50% [106350/1251000] [85.0/1000.0] [batch_t 0.222 (0.268)] [data_t 0.009] [optim_t 0.213] [lr 0.002947] [CE 4.013 (4.548)] [KD 4.751 (5.048)] 2024-10-12 03:46:00,441 - Train: 8.51% [106400/1251000] [85.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.006] [optim_t 0.227] [lr 0.002947] [CE 4.317 (4.497)] [KD 5.104 (5.011)] 2024-10-12 03:46:12,113 - Train: 8.51% [106450/1251000] [85.1/1000.0] [batch_t 0.218 (0.233)] [data_t 0.008] [optim_t 0.210] [lr 0.002947] [CE 4.458 (4.597)] [KD 4.765 (5.071)] 2024-10-12 03:46:24,158 - Train: 8.51% [106500/1251000] [85.1/1000.0] [batch_t 0.239 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.002947] [CE 4.620 (4.613)] [KD 5.501 (5.138)] 2024-10-12 03:46:35,466 - Train: 8.52% [106550/1251000] [85.2/1000.0] [batch_t 0.221 (0.226)] [data_t 0.007] [optim_t 0.213] [lr 0.002947] [CE 4.157 (4.544)] [KD 4.814 (5.108)] 2024-10-12 03:46:47,250 - Train: 8.52% [106600/1251000] [85.2/1000.0] [batch_t 0.224 (0.236)] [data_t 0.008] [optim_t 0.216] [lr 0.002947] [CE 4.566 (4.523)] [KD 5.279 (5.055)] 2024-10-12 03:46:58,513 - Train: 8.53% [106650/1251000] [85.3/1000.0] [batch_t 0.219 (0.225)] [data_t 0.008] [optim_t 0.211] [lr 0.002947] [CE 4.773 (4.570)] [KD 4.979 (5.105)] 2024-10-12 03:47:10,443 - Train: 8.53% [106700/1251000] [85.3/1000.0] [batch_t 0.221 (0.238)] [data_t 0.008] [optim_t 0.214] [lr 0.002947] [CE 4.388 (4.606)] [KD 4.979 (5.126)] 2024-10-12 03:47:21,850 - Train: 8.53% [106750/1251000] [85.3/1000.0] [batch_t 0.220 (0.228)] [data_t 0.008] [optim_t 0.212] [lr 0.002947] [CE 4.714 (4.593)] [KD 5.190 (5.096)] 2024-10-12 03:47:33,428 - Train: 8.54% [106800/1251000] [85.4/1000.0] [batch_t 0.228 (0.231)] [data_t 0.008] [optim_t 0.220] [lr 0.002947] [CE 4.229 (4.568)] [KD 5.309 (5.218)] 2024-10-12 03:47:44,760 - Train: 8.54% [106850/1251000] [85.4/1000.0] [batch_t 0.218 (0.226)] [data_t 0.008] [optim_t 0.210] [lr 0.002947] [CE 5.035 (4.680)] [KD 5.247 (5.218)] 2024-10-12 03:47:56,600 - Train: 8.55% [106900/1251000] [85.5/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.217] [lr 0.002947] [CE 4.761 (4.583)] [KD 5.419 (5.171)] 2024-10-12 03:48:08,217 - Train: 8.55% [106950/1251000] [85.5/1000.0] [batch_t 0.224 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.002947] [CE 4.644 (4.614)] [KD 5.288 (5.221)] 2024-10-12 03:48:20,033 - Train: 8.55% [107000/1251000] [85.5/1000.0] [batch_t 0.223 (0.236)] [data_t 0.008] [optim_t 0.216] [lr 0.002947] [CE 4.119 (4.652)] [KD 4.639 (5.265)] 2024-10-12 03:48:31,517 - Train: 8.56% [107050/1251000] [85.6/1000.0] [batch_t 0.225 (0.230)] [data_t 0.010] [optim_t 0.215] [lr 0.002947] [CE 4.680 (4.655)] [KD 5.306 (5.228)] 2024-10-12 03:48:43,366 - Train: 8.56% [107100/1251000] [85.6/1000.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.002947] [CE 5.201 (4.635)] [KD 5.657 (5.200)] 2024-10-12 03:48:54,821 - Train: 8.57% [107150/1251000] [85.7/1000.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.220] [lr 0.002947] [CE 4.873 (4.585)] [KD 5.283 (5.171)] 2024-10-12 03:49:06,645 - Train: 8.57% [107200/1251000] [85.7/1000.0] [batch_t 0.395 (0.236)] [data_t 0.006] [optim_t 0.389] [lr 0.002947] [CE 4.783 (4.606)] [KD 5.287 (5.128)] 2024-10-12 03:49:18,158 - Train: 8.57% [107250/1251000] [85.7/1000.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.002946] [CE 4.600 (4.595)] [KD 5.066 (5.118)] 2024-10-12 03:49:30,013 - Train: 8.58% [107300/1251000] [85.8/1000.0] [batch_t 0.222 (0.237)] [data_t 0.009] [optim_t 0.213] [lr 0.002946] [CE 4.708 (4.567)] [KD 4.980 (5.056)] 2024-10-12 03:49:41,185 - Train: 8.58% [107350/1251000] [85.8/1000.0] [batch_t 0.219 (0.223)] [data_t 0.010] [optim_t 0.209] [lr 0.002946] [CE 4.799 (4.622)] [KD 5.139 (5.092)] 2024-10-12 03:49:52,575 - Train: 8.59% [107400/1251000] [85.9/1000.0] [batch_t 0.213 (0.228)] [data_t 0.009] [optim_t 0.203] [lr 0.002946] [CE 5.165 (4.539)] [KD 5.335 (5.158)] 2024-10-12 03:50:04,052 - Train: 8.59% [107450/1251000] [85.9/1000.0] [batch_t 0.236 (0.229)] [data_t 0.006] [optim_t 0.230] [lr 0.002946] [CE 4.676 (4.536)] [KD 5.372 (5.172)] 2024-10-12 03:50:15,826 - Train: 8.59% [107500/1251000] [85.9/1000.0] [batch_t 0.218 (0.235)] [data_t 0.011] [optim_t 0.207] [lr 0.002946] [CE 4.746 (4.537)] [KD 5.099 (5.118)] 2024-10-12 03:50:27,163 - Train: 8.60% [107550/1251000] [86.0/1000.0] [batch_t 0.226 (0.227)] [data_t 0.009] [optim_t 0.218] [lr 0.002946] [CE 4.742 (4.605)] [KD 5.235 (5.209)] 2024-10-12 03:50:35,160 - ==> Total time: 7:12:27 Eta: 3 days, 4:36:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:50:41,818 - Train: 8.60% [107600/1251000] [86.0/1000.0] [batch_t 0.234 (0.285)] [data_t 0.008] [optim_t 0.226] [lr 0.002946] [CE 4.450 (4.566)] [KD 4.905 (5.070)] 2024-10-12 03:50:53,311 - Train: 8.61% [107650/1251000] [86.1/1000.0] [batch_t 0.220 (0.230)] [data_t 0.010] [optim_t 0.210] [lr 0.002946] [CE 4.762 (4.597)] [KD 5.108 (5.063)] 2024-10-12 03:51:05,177 - Train: 8.61% [107700/1251000] [86.1/1000.0] [batch_t 0.218 (0.237)] [data_t 0.011] [optim_t 0.207] [lr 0.002946] [CE 4.918 (4.641)] [KD 5.387 (5.105)] 2024-10-12 03:51:17,266 - Train: 8.61% [107750/1251000] [86.1/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002946] [CE 5.064 (4.589)] [KD 5.457 (5.138)] 2024-10-12 03:51:28,791 - Train: 8.62% [107800/1251000] [86.2/1000.0] [batch_t 0.227 (0.230)] [data_t 0.006] [optim_t 0.221] [lr 0.002946] [CE 4.392 (4.596)] [KD 5.172 (5.158)] 2024-10-12 03:51:40,467 - Train: 8.62% [107850/1251000] [86.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.010] [optim_t 0.222] [lr 0.002946] [CE 4.652 (4.525)] [KD 5.097 (5.089)] 2024-10-12 03:51:52,752 - Train: 8.63% [107900/1251000] [86.3/1000.0] [batch_t 0.229 (0.246)] [data_t 0.006] [optim_t 0.222] [lr 0.002946] [CE 4.524 (4.601)] [KD 5.042 (5.132)] 2024-10-12 03:52:04,130 - Train: 8.63% [107950/1251000] [86.3/1000.0] [batch_t 0.233 (0.227)] [data_t 0.007] [optim_t 0.227] [lr 0.002946] [CE 4.271 (4.533)] [KD 4.874 (5.104)] 2024-10-12 03:52:15,675 - Train: 8.63% [108000/1251000] [86.3/1000.0] [batch_t 0.221 (0.231)] [data_t 0.007] [optim_t 0.215] [lr 0.002946] [CE 4.726 (4.598)] [KD 5.297 (5.169)] 2024-10-12 03:52:27,497 - Train: 8.64% [108050/1251000] [86.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.006] [optim_t 0.229] [lr 0.002946] [CE 4.444 (4.603)] [KD 4.953 (5.084)] 2024-10-12 03:52:39,115 - Train: 8.64% [108100/1251000] [86.4/1000.0] [batch_t 0.219 (0.232)] [data_t 0.007] [optim_t 0.211] [lr 0.002946] [CE 4.491 (4.565)] [KD 4.849 (5.093)] 2024-10-12 03:52:50,430 - Train: 8.65% [108150/1251000] [86.5/1000.0] [batch_t 0.223 (0.226)] [data_t 0.006] [optim_t 0.217] [lr 0.002946] [CE 3.880 (4.554)] [KD 5.008 (5.192)] 2024-10-12 03:53:02,008 - Train: 8.65% [108200/1251000] [86.5/1000.0] [batch_t 0.232 (0.231)] [data_t 0.007] [optim_t 0.225] [lr 0.002946] [CE 4.069 (4.628)] [KD 4.776 (5.190)] 2024-10-12 03:53:13,368 - Train: 8.65% [108250/1251000] [86.5/1000.0] [batch_t 0.223 (0.227)] [data_t 0.010] [optim_t 0.214] [lr 0.002945] [CE 4.544 (4.621)] [KD 5.011 (5.209)] 2024-10-12 03:53:25,416 - Train: 8.66% [108300/1251000] [86.6/1000.0] [batch_t 0.415 (0.241)] [data_t 0.008] [optim_t 0.407] [lr 0.002945] [CE 4.803 (4.626)] [KD 5.203 (5.217)] 2024-10-12 03:53:36,956 - Train: 8.66% [108350/1251000] [86.6/1000.0] [batch_t 0.233 (0.231)] [data_t 0.007] [optim_t 0.226] [lr 0.002945] [CE 5.140 (4.561)] [KD 5.342 (5.167)] 2024-10-12 03:53:48,229 - Train: 8.67% [108400/1251000] [86.7/1000.0] [batch_t 0.228 (0.225)] [data_t 0.008] [optim_t 0.220] [lr 0.002945] [CE 4.643 (4.620)] [KD 5.396 (5.288)] 2024-10-12 03:53:59,612 - Train: 8.67% [108450/1251000] [86.7/1000.0] [batch_t 0.221 (0.228)] [data_t 0.009] [optim_t 0.212] [lr 0.002945] [CE 4.990 (4.603)] [KD 5.438 (5.174)] 2024-10-12 03:54:11,800 - Train: 8.67% [108500/1251000] [86.7/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.222] [lr 0.002945] [CE 4.226 (4.610)] [KD 5.036 (5.216)] 2024-10-12 03:54:23,316 - Train: 8.68% [108550/1251000] [86.8/1000.0] [batch_t 0.227 (0.230)] [data_t 0.007] [optim_t 0.220] [lr 0.002945] [CE 4.677 (4.629)] [KD 5.204 (5.205)] 2024-10-12 03:54:34,528 - Train: 8.68% [108600/1251000] [86.8/1000.0] [batch_t 0.218 (0.224)] [data_t 0.008] [optim_t 0.210] [lr 0.002945] [CE 4.471 (4.643)] [KD 5.350 (5.155)] 2024-10-12 03:54:45,960 - Train: 8.69% [108650/1251000] [86.9/1000.0] [batch_t 0.228 (0.228)] [data_t 0.006] [optim_t 0.222] [lr 0.002945] [CE 4.906 (4.611)] [KD 5.565 (5.146)] 2024-10-12 03:54:57,568 - Train: 8.69% [108700/1251000] [86.9/1000.0] [batch_t 0.229 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.002945] [CE 4.931 (4.590)] [KD 5.200 (5.120)] 2024-10-12 03:55:08,939 - Train: 8.69% [108750/1251000] [86.9/1000.0] [batch_t 0.234 (0.227)] [data_t 0.007] [optim_t 0.227] [lr 0.002945] [CE 4.696 (4.608)] [KD 5.308 (5.201)] 2024-10-12 03:55:21,004 - Train: 8.70% [108800/1251000] [87.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002945] [CE 5.081 (4.637)] [KD 5.613 (5.176)] 2024-10-12 03:55:29,361 - ==> Total time: 7:17:22 Eta: 3 days, 4:29:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 03:55:35,825 - Train: 8.70% [108850/1251000] [87.0/1000.0] [batch_t 0.237 (0.293)] [data_t 0.007] [optim_t 0.230] [lr 0.002945] [CE 4.825 (4.605)] [KD 5.340 (5.121)] 2024-10-12 03:55:47,711 - Train: 8.71% [108900/1251000] [87.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.007] [optim_t 0.228] [lr 0.002945] [CE 4.393 (4.603)] [KD 5.120 (5.083)] 2024-10-12 03:55:59,550 - Train: 8.71% [108950/1251000] [87.1/1000.0] [batch_t 0.440 (0.237)] [data_t 0.009] [optim_t 0.431] [lr 0.002945] [CE 4.503 (4.601)] [KD 5.271 (5.179)] 2024-10-12 03:56:10,907 - Train: 8.71% [109000/1251000] [87.1/1000.0] [batch_t 0.221 (0.227)] [data_t 0.007] [optim_t 0.214] [lr 0.002945] [CE 4.307 (4.535)] [KD 4.775 (5.073)] 2024-10-12 03:56:22,472 - Train: 8.72% [109050/1251000] [87.2/1000.0] [batch_t 0.224 (0.231)] [data_t 0.006] [optim_t 0.218] [lr 0.002945] [CE 4.510 (4.615)] [KD 5.006 (5.137)] 2024-10-12 03:56:34,057 - Train: 8.72% [109100/1251000] [87.2/1000.0] [batch_t 0.226 (0.232)] [data_t 0.007] [optim_t 0.219] [lr 0.002945] [CE 4.724 (4.614)] [KD 5.167 (5.090)] 2024-10-12 03:56:45,607 - Train: 8.73% [109150/1251000] [87.3/1000.0] [batch_t 0.219 (0.231)] [data_t 0.008] [optim_t 0.211] [lr 0.002945] [CE 4.444 (4.465)] [KD 4.793 (5.017)] 2024-10-12 03:56:57,537 - Train: 8.73% [109200/1251000] [87.3/1000.0] [batch_t 0.240 (0.238)] [data_t 0.008] [optim_t 0.232] [lr 0.002945] [CE 4.815 (4.575)] [KD 5.354 (5.177)] 2024-10-12 03:57:09,434 - Train: 8.73% [109250/1251000] [87.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.006] [optim_t 0.225] [lr 0.002944] [CE 3.928 (4.581)] [KD 5.107 (5.154)] 2024-10-12 03:57:20,890 - Train: 8.74% [109300/1251000] [87.4/1000.0] [batch_t 0.226 (0.229)] [data_t 0.008] [optim_t 0.218] [lr 0.002944] [CE 4.431 (4.588)] [KD 5.259 (5.080)] 2024-10-12 03:57:31,941 - Train: 8.74% [109350/1251000] [87.4/1000.0] [batch_t 0.234 (0.221)] [data_t 0.007] [optim_t 0.227] [lr 0.002944] [CE 4.617 (4.589)] [KD 5.089 (5.135)] 2024-10-12 03:57:43,414 - Train: 8.75% [109400/1251000] [87.5/1000.0] [batch_t 0.214 (0.229)] [data_t 0.009] [optim_t 0.205] [lr 0.002944] [CE 4.925 (4.619)] [KD 5.166 (5.167)] 2024-10-12 03:57:55,126 - Train: 8.75% [109450/1251000] [87.5/1000.0] [batch_t 0.218 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.002944] [CE 4.844 (4.551)] [KD 5.506 (5.133)] 2024-10-12 03:58:06,465 - Train: 8.75% [109500/1251000] [87.5/1000.0] [batch_t 0.232 (0.227)] [data_t 0.010] [optim_t 0.222] [lr 0.002944] [CE 4.172 (4.624)] [KD 5.064 (5.190)] 2024-10-12 03:58:17,714 - Train: 8.76% [109550/1251000] [87.6/1000.0] [batch_t 0.215 (0.225)] [data_t 0.008] [optim_t 0.208] [lr 0.002944] [CE 4.576 (4.609)] [KD 5.096 (5.165)] 2024-10-12 03:58:29,401 - Train: 8.76% [109600/1251000] [87.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.008] [optim_t 0.226] [lr 0.002944] [CE 4.756 (4.537)] [KD 5.148 (5.154)] 2024-10-12 03:58:40,800 - Train: 8.76% [109650/1251000] [87.6/1000.0] [batch_t 0.227 (0.228)] [data_t 0.011] [optim_t 0.216] [lr 0.002944] [CE 3.742 (4.596)] [KD 4.992 (5.062)] 2024-10-12 03:58:51,933 - Train: 8.77% [109700/1251000] [87.7/1000.0] [batch_t 0.224 (0.222)] [data_t 0.007] [optim_t 0.216] [lr 0.002944] [CE 4.017 (4.596)] [KD 4.939 (5.178)] 2024-10-12 03:59:03,555 - Train: 8.77% [109750/1251000] [87.7/1000.0] [batch_t 0.223 (0.232)] [data_t 0.008] [optim_t 0.215] [lr 0.002944] [CE 4.699 (4.619)] [KD 4.950 (5.132)] 2024-10-12 03:59:15,185 - Train: 8.78% [109800/1251000] [87.8/1000.0] [batch_t 0.219 (0.232)] [data_t 0.008] [optim_t 0.210] [lr 0.002944] [CE 4.346 (4.574)] [KD 5.166 (5.109)] 2024-10-12 03:59:26,468 - Train: 8.78% [109850/1251000] [87.8/1000.0] [batch_t 0.223 (0.226)] [data_t 0.007] [optim_t 0.216] [lr 0.002944] [CE 4.166 (4.535)] [KD 5.043 (5.129)] 2024-10-12 03:59:38,097 - Train: 8.78% [109900/1251000] [87.8/1000.0] [batch_t 0.221 (0.232)] [data_t 0.007] [optim_t 0.214] [lr 0.002944] [CE 4.607 (4.615)] [KD 5.037 (5.127)] 2024-10-12 03:59:48,992 - Train: 8.79% [109950/1251000] [87.9/1000.0] [batch_t 0.219 (0.218)] [data_t 0.007] [optim_t 0.212] [lr 0.002944] [CE 5.047 (4.522)] [KD 5.046 (5.065)] 2024-10-12 04:00:00,055 - Train: 8.79% [110000/1251000] [87.9/1000.0] [batch_t 0.216 (0.221)] [data_t 0.010] [optim_t 0.207] [lr 0.002944] [CE 4.968 (4.575)] [KD 5.378 (5.142)] 2024-10-12 04:00:11,868 - Train: 8.80% [110050/1251000] [88.0/1000.0] [batch_t 0.240 (0.236)] [data_t 0.010] [optim_t 0.231] [lr 0.002944] [CE 4.846 (4.626)] [KD 5.389 (5.202)] 2024-10-12 04:00:20,318 - ==> Total time: 7:22:13 Eta: 3 days, 4:22:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:00:27,142 - Train: 8.80% [110100/1251000] [88.0/1000.0] [batch_t 0.243 (0.278)] [data_t 0.006] [optim_t 0.237] [lr 0.002944] [CE 4.197 (4.536)] [KD 5.298 (5.257)] 2024-10-12 04:00:39,126 - Train: 8.80% [110150/1251000] [88.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.002944] [CE 4.695 (4.602)] [KD 5.212 (5.070)] 2024-10-12 04:00:50,666 - Train: 8.81% [110200/1251000] [88.1/1000.0] [batch_t 0.214 (0.231)] [data_t 0.008] [optim_t 0.206] [lr 0.002943] [CE 4.342 (4.586)] [KD 5.373 (5.194)] 2024-10-12 04:01:02,645 - Train: 8.81% [110250/1251000] [88.1/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.002943] [CE 4.710 (4.538)] [KD 5.533 (5.087)] 2024-10-12 04:01:14,453 - Train: 8.82% [110300/1251000] [88.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002943] [CE 4.312 (4.633)] [KD 4.880 (5.161)] 2024-10-12 04:01:25,885 - Train: 8.82% [110350/1251000] [88.2/1000.0] [batch_t 0.236 (0.228)] [data_t 0.010] [optim_t 0.226] [lr 0.002943] [CE 4.128 (4.539)] [KD 4.911 (5.082)] 2024-10-12 04:01:37,780 - Train: 8.82% [110400/1251000] [88.2/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.215] [lr 0.002943] [CE 4.659 (4.556)] [KD 5.007 (5.092)] 2024-10-12 04:01:49,401 - Train: 8.83% [110450/1251000] [88.3/1000.0] [batch_t 0.380 (0.232)] [data_t 0.010] [optim_t 0.370] [lr 0.002943] [CE 4.443 (4.576)] [KD 5.123 (5.066)] 2024-10-12 04:02:00,753 - Train: 8.83% [110500/1251000] [88.3/1000.0] [batch_t 0.210 (0.227)] [data_t 0.006] [optim_t 0.204] [lr 0.002943] [CE 4.418 (4.582)] [KD 5.072 (5.228)] 2024-10-12 04:02:12,355 - Train: 8.84% [110550/1251000] [88.4/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002943] [CE 5.160 (4.574)] [KD 5.364 (5.059)] 2024-10-12 04:02:24,356 - Train: 8.84% [110600/1251000] [88.4/1000.0] [batch_t 0.414 (0.240)] [data_t 0.007] [optim_t 0.406] [lr 0.002943] [CE 4.248 (4.575)] [KD 5.039 (5.137)] 2024-10-12 04:02:35,917 - Train: 8.84% [110650/1251000] [88.4/1000.0] [batch_t 0.215 (0.231)] [data_t 0.009] [optim_t 0.206] [lr 0.002943] [CE 5.028 (4.588)] [KD 5.545 (5.186)] 2024-10-12 04:02:47,128 - Train: 8.85% [110700/1251000] [88.5/1000.0] [batch_t 0.227 (0.224)] [data_t 0.011] [optim_t 0.215] [lr 0.002943] [CE 4.204 (4.592)] [KD 4.787 (5.186)] 2024-10-12 04:02:58,499 - Train: 8.85% [110750/1251000] [88.5/1000.0] [batch_t 0.229 (0.227)] [data_t 0.006] [optim_t 0.223] [lr 0.002943] [CE 4.906 (4.622)] [KD 5.574 (5.179)] 2024-10-12 04:03:10,032 - Train: 8.86% [110800/1251000] [88.6/1000.0] [batch_t 0.231 (0.231)] [data_t 0.008] [optim_t 0.223] [lr 0.002943] [CE 4.647 (4.646)] [KD 5.104 (5.202)] 2024-10-12 04:03:22,245 - Train: 8.86% [110850/1251000] [88.6/1000.0] [batch_t 0.229 (0.244)] [data_t 0.006] [optim_t 0.223] [lr 0.002943] [CE 4.552 (4.550)] [KD 5.018 (5.110)] 2024-10-12 04:03:34,044 - Train: 8.86% [110900/1251000] [88.6/1000.0] [batch_t 0.228 (0.236)] [data_t 0.006] [optim_t 0.222] [lr 0.002943] [CE 4.743 (4.580)] [KD 4.800 (5.111)] 2024-10-12 04:03:45,518 - Train: 8.87% [110950/1251000] [88.7/1000.0] [batch_t 0.223 (0.229)] [data_t 0.007] [optim_t 0.216] [lr 0.002943] [CE 4.162 (4.606)] [KD 4.799 (5.102)] 2024-10-12 04:03:57,190 - Train: 8.87% [111000/1251000] [88.7/1000.0] [batch_t 0.237 (0.233)] [data_t 0.006] [optim_t 0.231] [lr 0.002943] [CE 4.618 (4.612)] [KD 5.128 (5.146)] 2024-10-12 04:04:09,340 - Train: 8.88% [111050/1251000] [88.8/1000.0] [batch_t 0.402 (0.243)] [data_t 0.006] [optim_t 0.396] [lr 0.002943] [CE 4.656 (4.600)] [KD 5.083 (5.133)] 2024-10-12 04:04:20,884 - Train: 8.88% [111100/1251000] [88.8/1000.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.002943] [CE 4.183 (4.581)] [KD 4.912 (5.103)] 2024-10-12 04:04:32,879 - Train: 8.88% [111150/1251000] [88.8/1000.0] [batch_t 0.227 (0.240)] [data_t 0.010] [optim_t 0.217] [lr 0.002943] [CE 4.704 (4.603)] [KD 5.005 (5.090)] 2024-10-12 04:04:44,541 - Train: 8.89% [111200/1251000] [88.9/1000.0] [batch_t 0.244 (0.233)] [data_t 0.009] [optim_t 0.234] [lr 0.002942] [CE 4.603 (4.579)] [KD 5.010 (5.132)] 2024-10-12 04:04:56,345 - Train: 8.89% [111250/1251000] [88.9/1000.0] [batch_t 0.218 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.002942] [CE 5.183 (4.613)] [KD 5.379 (5.085)] 2024-10-12 04:05:08,025 - Train: 8.90% [111300/1251000] [89.0/1000.0] [batch_t 0.222 (0.233)] [data_t 0.010] [optim_t 0.212] [lr 0.002942] [CE 5.076 (4.548)] [KD 5.265 (5.131)] 2024-10-12 04:05:16,637 - ==> Total time: 7:27:09 Eta: 3 days, 4:17:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:05:22,467 - Train: 8.90% [111350/1251000] [89.0/1000.0] [batch_t 0.228 (0.265)] [data_t 0.007] [optim_t 0.221] [lr 0.002942] [CE 4.409 (4.494)] [KD 5.011 (5.066)] 2024-10-12 04:05:34,911 - Train: 8.90% [111400/1251000] [89.0/1000.0] [batch_t 0.221 (0.249)] [data_t 0.008] [optim_t 0.212] [lr 0.002942] [CE 4.246 (4.598)] [KD 4.955 (5.128)] 2024-10-12 04:05:46,493 - Train: 8.91% [111450/1251000] [89.1/1000.0] [batch_t 0.216 (0.231)] [data_t 0.010] [optim_t 0.206] [lr 0.002942] [CE 5.102 (4.582)] [KD 5.478 (5.142)] 2024-10-12 04:05:58,159 - Train: 8.91% [111500/1251000] [89.1/1000.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.002942] [CE 4.771 (4.574)] [KD 5.252 (5.129)] 2024-10-12 04:06:09,737 - Train: 8.92% [111550/1251000] [89.2/1000.0] [batch_t 0.234 (0.231)] [data_t 0.007] [optim_t 0.227] [lr 0.002942] [CE 3.696 (4.525)] [KD 4.680 (5.063)] 2024-10-12 04:06:21,459 - Train: 8.92% [111600/1251000] [89.2/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.002942] [CE 4.184 (4.634)] [KD 4.973 (5.164)] 2024-10-12 04:06:33,085 - Train: 8.92% [111650/1251000] [89.2/1000.0] [batch_t 0.233 (0.232)] [data_t 0.008] [optim_t 0.225] [lr 0.002942] [CE 5.197 (4.632)] [KD 5.366 (5.188)] 2024-10-12 04:06:44,839 - Train: 8.93% [111700/1251000] [89.3/1000.0] [batch_t 0.212 (0.235)] [data_t 0.006] [optim_t 0.206] [lr 0.002942] [CE 4.671 (4.551)] [KD 5.132 (5.120)] 2024-10-12 04:06:56,162 - Train: 8.93% [111750/1251000] [89.3/1000.0] [batch_t 0.220 (0.226)] [data_t 0.007] [optim_t 0.213] [lr 0.002942] [CE 4.270 (4.614)] [KD 4.904 (5.213)] 2024-10-12 04:07:07,685 - Train: 8.94% [111800/1251000] [89.4/1000.0] [batch_t 0.221 (0.230)] [data_t 0.008] [optim_t 0.213] [lr 0.002942] [CE 4.910 (4.542)] [KD 5.251 (5.160)] 2024-10-12 04:07:19,472 - Train: 8.94% [111850/1251000] [89.4/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.002942] [CE 4.599 (4.661)] [KD 5.166 (5.186)] 2024-10-12 04:07:30,849 - Train: 8.94% [111900/1251000] [89.4/1000.0] [batch_t 0.227 (0.227)] [data_t 0.006] [optim_t 0.221] [lr 0.002942] [CE 4.726 (4.521)] [KD 5.045 (5.076)] 2024-10-12 04:07:41,950 - Train: 8.95% [111950/1251000] [89.5/1000.0] [batch_t 0.231 (0.222)] [data_t 0.008] [optim_t 0.223] [lr 0.002942] [CE 4.063 (4.603)] [KD 5.144 (5.136)] 2024-10-12 04:07:53,583 - Train: 8.95% [112000/1251000] [89.5/1000.0] [batch_t 0.214 (0.233)] [data_t 0.007] [optim_t 0.207] [lr 0.002942] [CE 4.713 (4.690)] [KD 5.236 (5.219)] 2024-10-12 04:08:05,048 - Train: 8.96% [112050/1251000] [89.6/1000.0] [batch_t 0.220 (0.229)] [data_t 0.007] [optim_t 0.213] [lr 0.002942] [CE 4.539 (4.543)] [KD 4.947 (5.087)] 2024-10-12 04:08:16,557 - Train: 8.96% [112100/1251000] [89.6/1000.0] [batch_t 0.223 (0.230)] [data_t 0.010] [optim_t 0.214] [lr 0.002942] [CE 4.547 (4.642)] [KD 5.053 (5.149)] 2024-10-12 04:08:27,868 - Train: 8.96% [112150/1251000] [89.6/1000.0] [batch_t 0.224 (0.226)] [data_t 0.010] [optim_t 0.214] [lr 0.002941] [CE 5.018 (4.630)] [KD 5.601 (5.171)] 2024-10-12 04:08:39,726 - Train: 8.97% [112200/1251000] [89.7/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.002941] [CE 4.910 (4.653)] [KD 5.260 (5.170)] 2024-10-12 04:08:51,008 - Train: 8.97% [112250/1251000] [89.7/1000.0] [batch_t 0.251 (0.225)] [data_t 0.009] [optim_t 0.242] [lr 0.002941] [CE 4.531 (4.559)] [KD 5.056 (5.200)] 2024-10-12 04:09:02,460 - Train: 8.98% [112300/1251000] [89.8/1000.0] [batch_t 0.224 (0.229)] [data_t 0.008] [optim_t 0.216] [lr 0.002941] [CE 4.611 (4.573)] [KD 5.183 (5.194)] 2024-10-12 04:09:13,470 - Train: 8.98% [112350/1251000] [89.8/1000.0] [batch_t 0.229 (0.220)] [data_t 0.009] [optim_t 0.220] [lr 0.002941] [CE 4.825 (4.625)] [KD 5.302 (5.262)] 2024-10-12 04:09:25,388 - Train: 8.98% [112400/1251000] [89.8/1000.0] [batch_t 0.221 (0.238)] [data_t 0.007] [optim_t 0.214] [lr 0.002941] [CE 4.446 (4.615)] [KD 4.952 (5.143)] 2024-10-12 04:09:36,728 - Train: 8.99% [112450/1251000] [89.9/1000.0] [batch_t 0.227 (0.227)] [data_t 0.008] [optim_t 0.219] [lr 0.002941] [CE 4.257 (4.587)] [KD 5.274 (5.171)] 2024-10-12 04:09:48,624 - Train: 8.99% [112500/1251000] [89.9/1000.0] [batch_t 0.219 (0.238)] [data_t 0.008] [optim_t 0.210] [lr 0.002941] [CE 4.607 (4.655)] [KD 5.249 (5.256)] 2024-10-12 04:09:59,646 - Train: 9.00% [112550/1251000] [90.0/1000.0] [batch_t 0.229 (0.220)] [data_t 0.006] [optim_t 0.223] [lr 0.002941] [CE 4.814 (4.626)] [KD 4.963 (5.223)] 2024-10-12 04:10:19,781 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.202)] [top1_cnt 34523] [top5_cnt 44546] [top_all 50000] 2024-10-12 04:10:19,782 - net: 69.046 (89.092) 2024-10-12 04:10:28,321 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.154)] [top1_cnt 37192] [top5_cnt 45970] [top_all 50000] 2024-10-12 04:10:28,321 - net_E: 74.384 (91.940) 2024-10-12 04:10:28,522 - Max [top1: 69.046 (epoch: 90)] [top1-ema: 74.384 (epoch: 90)] 2024-10-12 04:10:28,523 - ==> Total time: 7:32:21 Eta: 3 days, 4:13:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:10:50,671 - Train: 9.00% [112600/1251000] [90.0/1000.0] [batch_t 0.231 (0.271)] [data_t 0.006] [optim_t 0.225] [lr 0.002941] [CE 4.881 (4.658)] [KD 5.320 (5.006)] 2024-10-12 04:11:02,026 - Train: 9.00% [112650/1251000] [90.0/1000.0] [batch_t 0.223 (0.227)] [data_t 0.008] [optim_t 0.215] [lr 0.002941] [CE 4.641 (4.590)] [KD 4.945 (5.043)] 2024-10-12 04:11:13,843 - Train: 9.01% [112700/1251000] [90.1/1000.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.002941] [CE 4.591 (4.599)] [KD 4.801 (5.127)] 2024-10-12 04:11:25,848 - Train: 9.01% [112750/1251000] [90.1/1000.0] [batch_t 0.219 (0.240)] [data_t 0.012] [optim_t 0.207] [lr 0.002941] [CE 4.967 (4.583)] [KD 5.519 (5.140)] 2024-10-12 04:11:37,477 - Train: 9.02% [112800/1251000] [90.2/1000.0] [batch_t 0.219 (0.232)] [data_t 0.007] [optim_t 0.212] [lr 0.002941] [CE 4.293 (4.570)] [KD 4.698 (5.075)] 2024-10-12 04:11:48,660 - Train: 9.02% [112850/1251000] [90.2/1000.0] [batch_t 0.226 (0.224)] [data_t 0.008] [optim_t 0.219] [lr 0.002941] [CE 4.657 (4.582)] [KD 5.096 (5.155)] 2024-10-12 04:12:00,136 - Train: 9.02% [112900/1251000] [90.2/1000.0] [batch_t 0.433 (0.229)] [data_t 0.006] [optim_t 0.427] [lr 0.002941] [CE 4.300 (4.569)] [KD 4.968 (5.215)] 2024-10-12 04:12:11,855 - Train: 9.03% [112950/1251000] [90.3/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002941] [CE 4.750 (4.560)] [KD 5.064 (5.134)] 2024-10-12 04:12:23,440 - Train: 9.03% [113000/1251000] [90.3/1000.0] [batch_t 0.224 (0.232)] [data_t 0.008] [optim_t 0.215] [lr 0.002941] [CE 4.113 (4.543)] [KD 4.959 (5.082)] 2024-10-12 04:12:34,547 - Train: 9.04% [113050/1251000] [90.4/1000.0] [batch_t 0.216 (0.222)] [data_t 0.011] [optim_t 0.206] [lr 0.002941] [CE 4.203 (4.533)] [KD 4.916 (5.120)] 2024-10-12 04:12:46,248 - Train: 9.04% [113100/1251000] [90.4/1000.0] [batch_t 0.220 (0.234)] [data_t 0.009] [optim_t 0.211] [lr 0.002941] [CE 4.732 (4.620)] [KD 4.969 (5.145)] 2024-10-12 04:12:57,811 - Train: 9.04% [113150/1251000] [90.4/1000.0] [batch_t 0.225 (0.231)] [data_t 0.008] [optim_t 0.216] [lr 0.002940] [CE 4.379 (4.620)] [KD 5.002 (5.166)] 2024-10-12 04:13:09,274 - Train: 9.05% [113200/1251000] [90.5/1000.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002940] [CE 4.739 (4.566)] [KD 5.444 (5.122)] 2024-10-12 04:13:20,671 - Train: 9.05% [113250/1251000] [90.5/1000.0] [batch_t 0.228 (0.228)] [data_t 0.007] [optim_t 0.221] [lr 0.002940] [CE 4.847 (4.597)] [KD 5.391 (5.075)] 2024-10-12 04:13:31,996 - Train: 9.06% [113300/1251000] [90.6/1000.0] [batch_t 0.215 (0.226)] [data_t 0.009] [optim_t 0.206] [lr 0.002940] [CE 4.775 (4.589)] [KD 5.215 (5.158)] 2024-10-12 04:13:43,692 - Train: 9.06% [113350/1251000] [90.6/1000.0] [batch_t 0.219 (0.234)] [data_t 0.009] [optim_t 0.210] [lr 0.002940] [CE 3.838 (4.534)] [KD 4.710 (5.073)] 2024-10-12 04:13:55,295 - Train: 9.06% [113400/1251000] [90.6/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002940] [CE 4.714 (4.597)] [KD 4.969 (5.103)] 2024-10-12 04:14:06,459 - Train: 9.07% [113450/1251000] [90.7/1000.0] [batch_t 0.222 (0.223)] [data_t 0.006] [optim_t 0.216] [lr 0.002940] [CE 4.440 (4.537)] [KD 4.975 (5.052)] 2024-10-12 04:14:17,794 - Train: 9.07% [113500/1251000] [90.7/1000.0] [batch_t 0.224 (0.227)] [data_t 0.010] [optim_t 0.214] [lr 0.002940] [CE 4.420 (4.557)] [KD 5.237 (5.100)] 2024-10-12 04:14:29,480 - Train: 9.08% [113550/1251000] [90.8/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.002940] [CE 4.401 (4.571)] [KD 5.203 (5.108)] 2024-10-12 04:14:40,706 - Train: 9.08% [113600/1251000] [90.8/1000.0] [batch_t 0.219 (0.224)] [data_t 0.007] [optim_t 0.212] [lr 0.002940] [CE 4.801 (4.620)] [KD 4.975 (5.039)] 2024-10-12 04:14:52,059 - Train: 9.08% [113650/1251000] [90.8/1000.0] [batch_t 0.231 (0.227)] [data_t 0.009] [optim_t 0.222] [lr 0.002940] [CE 5.114 (4.605)] [KD 5.455 (5.123)] 2024-10-12 04:15:03,650 - Train: 9.09% [113700/1251000] [90.9/1000.0] [batch_t 0.232 (0.232)] [data_t 0.010] [optim_t 0.222] [lr 0.002940] [CE 4.844 (4.674)] [KD 5.371 (5.213)] 2024-10-12 04:15:15,621 - Train: 9.09% [113750/1251000] [90.9/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002940] [CE 4.083 (4.602)] [KD 4.730 (5.074)] 2024-10-12 04:15:26,876 - Train: 9.10% [113800/1251000] [91.0/1000.0] [batch_t 0.220 (0.225)] [data_t 0.010] [optim_t 0.209] [lr 0.002940] [CE 4.279 (4.671)] [KD 5.176 (5.143)] 2024-10-12 04:15:35,866 - ==> Total time: 7:37:28 Eta: 3 days, 4:09:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:15:41,274 - Train: 9.10% [113850/1251000] [91.0/1000.0] [batch_t 0.224 (0.293)] [data_t 0.010] [optim_t 0.215] [lr 0.002940] [CE 4.384 (4.566)] [KD 5.393 (5.140)] 2024-10-12 04:15:52,876 - Train: 9.10% [113900/1251000] [91.0/1000.0] [batch_t 0.217 (0.232)] [data_t 0.009] [optim_t 0.208] [lr 0.002940] [CE 4.660 (4.622)] [KD 5.058 (5.126)] 2024-10-12 04:16:04,628 - Train: 9.11% [113950/1251000] [91.1/1000.0] [batch_t 0.225 (0.235)] [data_t 0.008] [optim_t 0.217] [lr 0.002940] [CE 4.145 (4.505)] [KD 4.858 (4.953)] 2024-10-12 04:16:15,878 - Train: 9.11% [114000/1251000] [91.1/1000.0] [batch_t 0.232 (0.225)] [data_t 0.006] [optim_t 0.226] [lr 0.002940] [CE 4.616 (4.621)] [KD 5.326 (5.172)] 2024-10-12 04:16:27,659 - Train: 9.12% [114050/1251000] [91.2/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002940] [CE 4.642 (4.623)] [KD 4.965 (5.146)] 2024-10-12 04:16:39,110 - Train: 9.12% [114100/1251000] [91.2/1000.0] [batch_t 0.239 (0.229)] [data_t 0.008] [optim_t 0.230] [lr 0.002939] [CE 4.852 (4.559)] [KD 5.365 (5.090)] 2024-10-12 04:16:50,342 - Train: 9.12% [114150/1251000] [91.2/1000.0] [batch_t 0.218 (0.224)] [data_t 0.007] [optim_t 0.211] [lr 0.002939] [CE 3.776 (4.515)] [KD 4.647 (5.073)] 2024-10-12 04:17:01,828 - Train: 9.13% [114200/1251000] [91.3/1000.0] [batch_t 0.223 (0.230)] [data_t 0.007] [optim_t 0.216] [lr 0.002939] [CE 4.777 (4.655)] [KD 5.201 (5.198)] 2024-10-12 04:17:13,798 - Train: 9.13% [114250/1251000] [91.3/1000.0] [batch_t 0.215 (0.239)] [data_t 0.006] [optim_t 0.209] [lr 0.002939] [CE 4.522 (4.661)] [KD 5.211 (5.272)] 2024-10-12 04:17:24,950 - Train: 9.14% [114300/1251000] [91.4/1000.0] [batch_t 0.213 (0.223)] [data_t 0.007] [optim_t 0.206] [lr 0.002939] [CE 4.740 (4.586)] [KD 5.210 (5.110)] 2024-10-12 04:17:36,717 - Train: 9.14% [114350/1251000] [91.4/1000.0] [batch_t 0.217 (0.235)] [data_t 0.009] [optim_t 0.208] [lr 0.002939] [CE 4.415 (4.544)] [KD 5.304 (5.092)] 2024-10-12 04:17:48,024 - Train: 9.14% [114400/1251000] [91.4/1000.0] [batch_t 0.229 (0.226)] [data_t 0.006] [optim_t 0.223] [lr 0.002939] [CE 4.509 (4.554)] [KD 4.885 (5.082)] 2024-10-12 04:17:59,304 - Train: 9.15% [114450/1251000] [91.5/1000.0] [batch_t 0.230 (0.225)] [data_t 0.008] [optim_t 0.223] [lr 0.002939] [CE 4.663 (4.551)] [KD 5.362 (5.216)] 2024-10-12 04:18:10,721 - Train: 9.15% [114500/1251000] [91.5/1000.0] [batch_t 0.230 (0.228)] [data_t 0.006] [optim_t 0.223] [lr 0.002939] [CE 4.391 (4.591)] [KD 5.046 (5.161)] 2024-10-12 04:18:22,590 - Train: 9.16% [114550/1251000] [91.6/1000.0] [batch_t 0.220 (0.237)] [data_t 0.006] [optim_t 0.214] [lr 0.002939] [CE 4.613 (4.600)] [KD 5.060 (5.123)] 2024-10-12 04:18:33,886 - Train: 9.16% [114600/1251000] [91.6/1000.0] [batch_t 0.221 (0.226)] [data_t 0.007] [optim_t 0.214] [lr 0.002939] [CE 4.974 (4.647)] [KD 5.537 (5.235)] 2024-10-12 04:18:45,444 - Train: 9.16% [114650/1251000] [91.6/1000.0] [batch_t 0.215 (0.231)] [data_t 0.010] [optim_t 0.205] [lr 0.002939] [CE 4.405 (4.580)] [KD 5.002 (5.204)] 2024-10-12 04:18:56,957 - Train: 9.17% [114700/1251000] [91.7/1000.0] [batch_t 0.242 (0.230)] [data_t 0.008] [optim_t 0.234] [lr 0.002939] [CE 4.875 (4.676)] [KD 5.377 (5.285)] 2024-10-12 04:19:08,379 - Train: 9.17% [114750/1251000] [91.7/1000.0] [batch_t 0.221 (0.228)] [data_t 0.008] [optim_t 0.213] [lr 0.002939] [CE 4.535 (4.608)] [KD 4.958 (5.120)] 2024-10-12 04:19:19,815 - Train: 9.18% [114800/1251000] [91.8/1000.0] [batch_t 0.210 (0.229)] [data_t 0.010] [optim_t 0.200] [lr 0.002939] [CE 4.615 (4.615)] [KD 5.038 (5.155)] 2024-10-12 04:19:31,645 - Train: 9.18% [114850/1251000] [91.8/1000.0] [batch_t 0.219 (0.236)] [data_t 0.006] [optim_t 0.213] [lr 0.002939] [CE 4.473 (4.638)] [KD 4.926 (5.140)] 2024-10-12 04:19:43,296 - Train: 9.18% [114900/1251000] [91.8/1000.0] [batch_t 0.229 (0.233)] [data_t 0.006] [optim_t 0.222] [lr 0.002939] [CE 4.791 (4.620)] [KD 5.431 (5.097)] 2024-10-12 04:19:54,716 - Train: 9.19% [114950/1251000] [91.9/1000.0] [batch_t 0.226 (0.228)] [data_t 0.007] [optim_t 0.219] [lr 0.002939] [CE 4.502 (4.519)] [KD 5.152 (5.101)] 2024-10-12 04:20:06,592 - Train: 9.19% [115000/1251000] [91.9/1000.0] [batch_t 0.254 (0.237)] [data_t 0.007] [optim_t 0.247] [lr 0.002939] [CE 4.715 (4.619)] [KD 5.261 (5.096)] 2024-10-12 04:20:18,220 - Train: 9.20% [115050/1251000] [92.0/1000.0] [batch_t 0.227 (0.232)] [data_t 0.006] [optim_t 0.220] [lr 0.002938] [CE 5.141 (4.645)] [KD 5.469 (5.183)] 2024-10-12 04:20:27,660 - ==> Total time: 7:42:20 Eta: 3 days, 4:03:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:20:33,149 - Train: 9.20% [115100/1251000] [92.0/1000.0] [batch_t 0.229 (0.314)] [data_t 0.010] [optim_t 0.219] [lr 0.002938] [CE 4.571 (4.675)] [KD 4.989 (5.219)] 2024-10-12 04:20:45,319 - Train: 9.20% [115150/1251000] [92.0/1000.0] [batch_t 0.217 (0.243)] [data_t 0.009] [optim_t 0.208] [lr 0.002938] [CE 4.590 (4.554)] [KD 4.997 (5.057)] 2024-10-12 04:20:56,823 - Train: 9.21% [115200/1251000] [92.1/1000.0] [batch_t 0.219 (0.230)] [data_t 0.008] [optim_t 0.211] [lr 0.002938] [CE 4.418 (4.523)] [KD 4.807 (5.022)] 2024-10-12 04:21:08,082 - Train: 9.21% [115250/1251000] [92.1/1000.0] [batch_t 0.249 (0.225)] [data_t 0.007] [optim_t 0.242] [lr 0.002938] [CE 4.843 (4.579)] [KD 5.170 (5.037)] 2024-10-12 04:21:19,537 - Train: 9.22% [115300/1251000] [92.2/1000.0] [batch_t 0.226 (0.229)] [data_t 0.006] [optim_t 0.220] [lr 0.002938] [CE 4.611 (4.561)] [KD 4.998 (5.135)] 2024-10-12 04:21:31,476 - Train: 9.22% [115350/1251000] [92.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.002938] [CE 4.673 (4.640)] [KD 5.136 (5.067)] 2024-10-12 04:21:42,961 - Train: 9.22% [115400/1251000] [92.2/1000.0] [batch_t 0.227 (0.230)] [data_t 0.010] [optim_t 0.217] [lr 0.002938] [CE 4.323 (4.654)] [KD 4.796 (5.096)] 2024-10-12 04:21:54,659 - Train: 9.23% [115450/1251000] [92.3/1000.0] [batch_t 0.218 (0.234)] [data_t 0.010] [optim_t 0.208] [lr 0.002938] [CE 4.525 (4.512)] [KD 5.153 (5.025)] 2024-10-12 04:22:05,904 - Train: 9.23% [115500/1251000] [92.3/1000.0] [batch_t 0.227 (0.225)] [data_t 0.008] [optim_t 0.219] [lr 0.002938] [CE 4.522 (4.557)] [KD 5.194 (5.109)] 2024-10-12 04:22:17,691 - Train: 9.24% [115550/1251000] [92.4/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.002938] [CE 4.609 (4.552)] [KD 5.102 (5.114)] 2024-10-12 04:22:29,023 - Train: 9.24% [115600/1251000] [92.4/1000.0] [batch_t 0.225 (0.227)] [data_t 0.008] [optim_t 0.217] [lr 0.002938] [CE 4.684 (4.561)] [KD 5.339 (5.110)] 2024-10-12 04:22:40,292 - Train: 9.24% [115650/1251000] [92.4/1000.0] [batch_t 0.220 (0.225)] [data_t 0.008] [optim_t 0.212] [lr 0.002938] [CE 4.745 (4.643)] [KD 5.025 (5.182)] 2024-10-12 04:22:51,973 - Train: 9.25% [115700/1251000] [92.5/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.002938] [CE 4.827 (4.595)] [KD 5.285 (5.068)] 2024-10-12 04:23:03,441 - Train: 9.25% [115750/1251000] [92.5/1000.0] [batch_t 0.224 (0.229)] [data_t 0.010] [optim_t 0.214] [lr 0.002938] [CE 5.076 (4.663)] [KD 5.465 (5.119)] 2024-10-12 04:23:15,139 - Train: 9.26% [115800/1251000] [92.6/1000.0] [batch_t 0.219 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.002938] [CE 4.587 (4.622)] [KD 5.111 (5.135)] 2024-10-12 04:23:26,683 - Train: 9.26% [115850/1251000] [92.6/1000.0] [batch_t 0.217 (0.231)] [data_t 0.006] [optim_t 0.210] [lr 0.002938] [CE 5.137 (4.537)] [KD 5.120 (5.041)] 2024-10-12 04:23:37,968 - Train: 9.26% [115900/1251000] [92.6/1000.0] [batch_t 0.214 (0.226)] [data_t 0.008] [optim_t 0.205] [lr 0.002938] [CE 4.617 (4.592)] [KD 5.027 (5.109)] 2024-10-12 04:23:49,369 - Train: 9.27% [115950/1251000] [92.7/1000.0] [batch_t 0.226 (0.228)] [data_t 0.008] [optim_t 0.219] [lr 0.002937] [CE 4.719 (4.561)] [KD 4.992 (5.095)] 2024-10-12 04:24:00,858 - Train: 9.27% [116000/1251000] [92.7/1000.0] [batch_t 0.220 (0.230)] [data_t 0.009] [optim_t 0.211] [lr 0.002937] [CE 4.565 (4.528)] [KD 4.758 (5.065)] 2024-10-12 04:24:12,148 - Train: 9.28% [116050/1251000] [92.8/1000.0] [batch_t 0.247 (0.226)] [data_t 0.010] [optim_t 0.237] [lr 0.002937] [CE 4.957 (4.551)] [KD 5.146 (5.080)] 2024-10-12 04:24:23,684 - Train: 9.28% [116100/1251000] [92.8/1000.0] [batch_t 0.217 (0.231)] [data_t 0.007] [optim_t 0.210] [lr 0.002937] [CE 4.248 (4.577)] [KD 4.786 (5.063)] 2024-10-12 04:24:35,389 - Train: 9.28% [116150/1251000] [92.8/1000.0] [batch_t 0.219 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.002937] [CE 4.564 (4.602)] [KD 5.018 (5.119)] 2024-10-12 04:24:46,757 - Train: 9.29% [116200/1251000] [92.9/1000.0] [batch_t 0.212 (0.227)] [data_t 0.008] [optim_t 0.204] [lr 0.002937] [CE 5.058 (4.578)] [KD 5.437 (5.195)] 2024-10-12 04:24:58,222 - Train: 9.29% [116250/1251000] [92.9/1000.0] [batch_t 0.208 (0.229)] [data_t 0.006] [optim_t 0.202] [lr 0.002937] [CE 4.610 (4.596)] [KD 5.427 (5.223)] 2024-10-12 04:25:09,900 - Train: 9.30% [116300/1251000] [93.0/1000.0] [batch_t 0.219 (0.233)] [data_t 0.008] [optim_t 0.211] [lr 0.002937] [CE 4.792 (4.583)] [KD 5.328 (5.203)] 2024-10-12 04:25:19,584 - ==> Total time: 7:47:12 Eta: 3 days, 3:56:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:25:24,522 - Train: 9.30% [116350/1251000] [93.0/1000.0] [batch_t 0.239 (0.302)] [data_t 0.007] [optim_t 0.232] [lr 0.002937] [CE 4.772 (4.602)] [KD 4.968 (5.041)] 2024-10-12 04:25:36,124 - Train: 9.30% [116400/1251000] [93.0/1000.0] [batch_t 0.218 (0.232)] [data_t 0.010] [optim_t 0.208] [lr 0.002937] [CE 4.855 (4.607)] [KD 5.144 (5.049)] 2024-10-12 04:25:47,651 - Train: 9.31% [116450/1251000] [93.1/1000.0] [batch_t 0.216 (0.230)] [data_t 0.008] [optim_t 0.208] [lr 0.002937] [CE 4.774 (4.576)] [KD 5.178 (5.088)] 2024-10-12 04:25:59,334 - Train: 9.31% [116500/1251000] [93.1/1000.0] [batch_t 0.219 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.002937] [CE 4.768 (4.620)] [KD 5.055 (5.101)] 2024-10-12 04:26:11,097 - Train: 9.32% [116550/1251000] [93.2/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.212] [lr 0.002937] [CE 4.803 (4.589)] [KD 5.263 (5.027)] 2024-10-12 04:26:22,634 - Train: 9.32% [116600/1251000] [93.2/1000.0] [batch_t 0.232 (0.231)] [data_t 0.009] [optim_t 0.223] [lr 0.002937] [CE 4.873 (4.665)] [KD 4.840 (5.123)] 2024-10-12 04:26:33,939 - Train: 9.32% [116650/1251000] [93.2/1000.0] [batch_t 0.237 (0.226)] [data_t 0.010] [optim_t 0.227] [lr 0.002937] [CE 4.200 (4.529)] [KD 5.046 (5.167)] 2024-10-12 04:26:45,578 - Train: 9.33% [116700/1251000] [93.3/1000.0] [batch_t 0.219 (0.233)] [data_t 0.008] [optim_t 0.211] [lr 0.002937] [CE 4.336 (4.610)] [KD 4.882 (5.147)] 2024-10-12 04:26:57,092 - Train: 9.33% [116750/1251000] [93.3/1000.0] [batch_t 0.209 (0.230)] [data_t 0.008] [optim_t 0.201] [lr 0.002937] [CE 4.816 (4.611)] [KD 5.176 (5.056)] 2024-10-12 04:27:08,575 - Train: 9.34% [116800/1251000] [93.4/1000.0] [batch_t 0.225 (0.230)] [data_t 0.008] [optim_t 0.216] [lr 0.002937] [CE 4.528 (4.566)] [KD 4.973 (5.057)] 2024-10-12 04:27:20,050 - Train: 9.34% [116850/1251000] [93.4/1000.0] [batch_t 0.236 (0.229)] [data_t 0.006] [optim_t 0.230] [lr 0.002937] [CE 4.477 (4.561)] [KD 4.833 (5.009)] 2024-10-12 04:27:31,738 - Train: 9.34% [116900/1251000] [93.4/1000.0] [batch_t 0.213 (0.234)] [data_t 0.009] [optim_t 0.204] [lr 0.002936] [CE 4.065 (4.517)] [KD 4.629 (5.006)] 2024-10-12 04:27:43,139 - Train: 9.35% [116950/1251000] [93.5/1000.0] [batch_t 0.215 (0.228)] [data_t 0.008] [optim_t 0.207] [lr 0.002936] [CE 4.457 (4.577)] [KD 5.096 (5.128)] 2024-10-12 04:27:54,739 - Train: 9.35% [117000/1251000] [93.5/1000.0] [batch_t 0.226 (0.232)] [data_t 0.007] [optim_t 0.220] [lr 0.002936] [CE 4.762 (4.620)] [KD 4.850 (5.007)] 2024-10-12 04:28:06,346 - Train: 9.36% [117050/1251000] [93.6/1000.0] [batch_t 0.216 (0.232)] [data_t 0.010] [optim_t 0.206] [lr 0.002936] [CE 4.444 (4.534)] [KD 4.821 (5.111)] 2024-10-12 04:28:18,166 - Train: 9.36% [117100/1251000] [93.6/1000.0] [batch_t 0.208 (0.236)] [data_t 0.009] [optim_t 0.200] [lr 0.002936] [CE 4.646 (4.529)] [KD 5.007 (5.025)] 2024-10-12 04:28:29,874 - Train: 9.36% [117150/1251000] [93.6/1000.0] [batch_t 0.219 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.002936] [CE 4.604 (4.640)] [KD 5.191 (5.188)] 2024-10-12 04:28:41,514 - Train: 9.37% [117200/1251000] [93.7/1000.0] [batch_t 0.214 (0.233)] [data_t 0.008] [optim_t 0.207] [lr 0.002936] [CE 3.975 (4.652)] [KD 4.688 (5.148)] 2024-10-12 04:28:53,009 - Train: 9.37% [117250/1251000] [93.7/1000.0] [batch_t 0.509 (0.230)] [data_t 0.007] [optim_t 0.502] [lr 0.002936] [CE 5.035 (4.624)] [KD 5.319 (5.107)] 2024-10-12 04:29:04,788 - Train: 9.38% [117300/1251000] [93.8/1000.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.002936] [CE 4.282 (4.574)] [KD 4.928 (5.066)] 2024-10-12 04:29:16,351 - Train: 9.38% [117350/1251000] [93.8/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.211] [lr 0.002936] [CE 4.298 (4.568)] [KD 5.029 (5.198)] 2024-10-12 04:29:27,634 - Train: 9.38% [117400/1251000] [93.8/1000.0] [batch_t 0.223 (0.225)] [data_t 0.007] [optim_t 0.216] [lr 0.002936] [CE 3.972 (4.531)] [KD 5.192 (5.193)] 2024-10-12 04:29:39,670 - Train: 9.39% [117450/1251000] [93.9/1000.0] [batch_t 0.217 (0.240)] [data_t 0.006] [optim_t 0.210] [lr 0.002936] [CE 4.665 (4.590)] [KD 4.873 (5.074)] 2024-10-12 04:29:51,417 - Train: 9.39% [117500/1251000] [93.9/1000.0] [batch_t 0.221 (0.235)] [data_t 0.008] [optim_t 0.213] [lr 0.002936] [CE 5.013 (4.642)] [KD 5.382 (5.246)] 2024-10-12 04:30:02,701 - Train: 9.40% [117550/1251000] [94.0/1000.0] [batch_t 0.219 (0.225)] [data_t 0.008] [optim_t 0.211] [lr 0.002936] [CE 4.708 (4.634)] [KD 5.050 (5.131)] 2024-10-12 04:30:12,548 - ==> Total time: 7:52:05 Eta: 3 days, 3:50:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:30:17,710 - Train: 9.40% [117600/1251000] [94.0/1000.0] [batch_t 0.218 (0.353)] [data_t 0.009] [optim_t 0.209] [lr 0.002936] [CE 4.701 (4.643)] [KD 4.995 (5.089)] 2024-10-12 04:30:29,682 - Train: 9.40% [117650/1251000] [94.0/1000.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.002936] [CE 4.702 (4.591)] [KD 5.112 (5.055)] 2024-10-12 04:30:41,589 - Train: 9.41% [117700/1251000] [94.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.010] [optim_t 0.221] [lr 0.002936] [CE 5.026 (4.570)] [KD 5.282 (5.022)] 2024-10-12 04:30:53,593 - Train: 9.41% [117750/1251000] [94.1/1000.0] [batch_t 0.216 (0.240)] [data_t 0.008] [optim_t 0.207] [lr 0.002936] [CE 4.738 (4.600)] [KD 5.143 (5.134)] 2024-10-12 04:31:05,049 - Train: 9.42% [117800/1251000] [94.2/1000.0] [batch_t 0.211 (0.229)] [data_t 0.008] [optim_t 0.204] [lr 0.002935] [CE 4.642 (4.605)] [KD 4.981 (5.123)] 2024-10-12 04:31:16,838 - Train: 9.42% [117850/1251000] [94.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.011] [optim_t 0.228] [lr 0.002935] [CE 5.014 (4.627)] [KD 5.180 (5.073)] 2024-10-12 04:31:28,457 - Train: 9.42% [117900/1251000] [94.2/1000.0] [batch_t 0.236 (0.232)] [data_t 0.008] [optim_t 0.228] [lr 0.002935] [CE 4.430 (4.534)] [KD 4.981 (5.001)] 2024-10-12 04:31:40,100 - Train: 9.43% [117950/1251000] [94.3/1000.0] [batch_t 0.263 (0.233)] [data_t 0.006] [optim_t 0.256] [lr 0.002935] [CE 4.665 (4.618)] [KD 5.130 (5.183)] 2024-10-12 04:31:51,929 - Train: 9.43% [118000/1251000] [94.3/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.002935] [CE 4.909 (4.532)] [KD 5.293 (5.044)] 2024-10-12 04:32:03,599 - Train: 9.44% [118050/1251000] [94.4/1000.0] [batch_t 0.218 (0.233)] [data_t 0.011] [optim_t 0.208] [lr 0.002935] [CE 4.316 (4.621)] [KD 4.899 (5.108)] 2024-10-12 04:32:15,043 - Train: 9.44% [118100/1251000] [94.4/1000.0] [batch_t 0.241 (0.229)] [data_t 0.008] [optim_t 0.233] [lr 0.002935] [CE 4.407 (4.620)] [KD 4.953 (5.032)] 2024-10-12 04:32:26,978 - Train: 9.44% [118150/1251000] [94.4/1000.0] [batch_t 0.231 (0.239)] [data_t 0.006] [optim_t 0.224] [lr 0.002935] [CE 4.510 (4.573)] [KD 5.040 (5.032)] 2024-10-12 04:32:38,798 - Train: 9.45% [118200/1251000] [94.5/1000.0] [batch_t 0.413 (0.236)] [data_t 0.011] [optim_t 0.402] [lr 0.002935] [CE 4.655 (4.587)] [KD 5.281 (5.101)] 2024-10-12 04:32:50,456 - Train: 9.45% [118250/1251000] [94.5/1000.0] [batch_t 0.221 (0.233)] [data_t 0.006] [optim_t 0.215] [lr 0.002935] [CE 3.884 (4.598)] [KD 4.827 (5.075)] 2024-10-12 04:33:01,976 - Train: 9.46% [118300/1251000] [94.6/1000.0] [batch_t 0.231 (0.230)] [data_t 0.008] [optim_t 0.223] [lr 0.002935] [CE 4.469 (4.577)] [KD 5.054 (5.134)] 2024-10-12 04:33:14,031 - Train: 9.46% [118350/1251000] [94.6/1000.0] [batch_t 0.218 (0.241)] [data_t 0.010] [optim_t 0.208] [lr 0.002935] [CE 4.511 (4.533)] [KD 5.154 (5.010)] 2024-10-12 04:33:25,428 - Train: 9.46% [118400/1251000] [94.6/1000.0] [batch_t 0.218 (0.228)] [data_t 0.008] [optim_t 0.210] [lr 0.002935] [CE 4.121 (4.577)] [KD 4.765 (5.124)] 2024-10-12 04:33:37,100 - Train: 9.47% [118450/1251000] [94.7/1000.0] [batch_t 0.217 (0.233)] [data_t 0.010] [optim_t 0.207] [lr 0.002935] [CE 4.511 (4.618)] [KD 4.892 (5.080)] 2024-10-12 04:33:48,624 - Train: 9.47% [118500/1251000] [94.7/1000.0] [batch_t 0.234 (0.230)] [data_t 0.010] [optim_t 0.224] [lr 0.002935] [CE 3.607 (4.532)] [KD 4.774 (5.074)] 2024-10-12 04:34:00,158 - Train: 9.48% [118550/1251000] [94.8/1000.0] [batch_t 0.224 (0.231)] [data_t 0.006] [optim_t 0.218] [lr 0.002935] [CE 4.794 (4.583)] [KD 5.247 (5.141)] 2024-10-12 04:34:11,887 - Train: 9.48% [118600/1251000] [94.8/1000.0] [batch_t 0.222 (0.234)] [data_t 0.006] [optim_t 0.216] [lr 0.002935] [CE 4.635 (4.580)] [KD 5.240 (5.077)] 2024-10-12 04:34:24,001 - Train: 9.48% [118650/1251000] [94.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002935] [CE 4.001 (4.608)] [KD 4.954 (5.205)] 2024-10-12 04:34:35,558 - Train: 9.49% [118700/1251000] [94.9/1000.0] [batch_t 0.215 (0.231)] [data_t 0.009] [optim_t 0.206] [lr 0.002935] [CE 4.746 (4.635)] [KD 5.098 (5.144)] 2024-10-12 04:34:47,172 - Train: 9.49% [118750/1251000] [94.9/1000.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002934] [CE 4.690 (4.629)] [KD 5.327 (5.116)] 2024-10-12 04:34:58,804 - Train: 9.50% [118800/1251000] [95.0/1000.0] [batch_t 0.232 (0.232)] [data_t 0.008] [optim_t 0.224] [lr 0.002934] [CE 4.710 (4.580)] [KD 5.382 (5.027)] 2024-10-12 04:35:17,241 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.152)] [top1_cnt 33973] [top5_cnt 44360] [top_all 50000] 2024-10-12 04:35:17,242 - net: 67.946 (88.720) 2024-10-12 04:35:26,054 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.160)] [top1_cnt 37228] [top5_cnt 45983] [top_all 50000] 2024-10-12 04:35:26,055 - net_E: 74.456 (91.966) 2024-10-12 04:35:26,255 - Max [top1: 69.046 (epoch: 90)] [top1-ema: 74.456 (epoch: 95)] 2024-10-12 04:35:26,256 - ==> Total time: 7:57:19 Eta: 3 days, 3:47:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:35:38,897 - Train: 9.50% [118850/1251000] [95.0/1000.0] [batch_t 0.226 (0.329)] [data_t 0.007] [optim_t 0.219] [lr 0.002934] [CE 4.774 (4.535)] [KD 5.272 (5.229)] 2024-10-12 04:35:50,591 - Train: 9.50% [118900/1251000] [95.0/1000.0] [batch_t 0.231 (0.234)] [data_t 0.006] [optim_t 0.225] [lr 0.002934] [CE 4.308 (4.578)] [KD 4.698 (5.095)] 2024-10-12 04:36:02,327 - Train: 9.51% [118950/1251000] [95.1/1000.0] [batch_t 0.245 (0.235)] [data_t 0.008] [optim_t 0.238] [lr 0.002934] [CE 4.624 (4.658)] [KD 4.964 (5.139)] 2024-10-12 04:36:14,116 - Train: 9.51% [119000/1251000] [95.1/1000.0] [batch_t 0.463 (0.236)] [data_t 0.007] [optim_t 0.457] [lr 0.002934] [CE 4.745 (4.589)] [KD 4.962 (5.070)] 2024-10-12 04:36:25,822 - Train: 9.52% [119050/1251000] [95.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.006] [optim_t 0.231] [lr 0.002934] [CE 4.780 (4.512)] [KD 5.167 (5.056)] 2024-10-12 04:36:37,471 - Train: 9.52% [119100/1251000] [95.2/1000.0] [batch_t 0.227 (0.233)] [data_t 0.008] [optim_t 0.219] [lr 0.002934] [CE 4.795 (4.610)] [KD 5.296 (5.043)] 2024-10-12 04:36:48,949 - Train: 9.52% [119150/1251000] [95.2/1000.0] [batch_t 0.230 (0.229)] [data_t 0.007] [optim_t 0.223] [lr 0.002934] [CE 4.296 (4.596)] [KD 4.736 (5.082)] 2024-10-12 04:37:01,121 - Train: 9.53% [119200/1251000] [95.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.006] [optim_t 0.226] [lr 0.002934] [CE 4.292 (4.600)] [KD 5.126 (5.088)] 2024-10-12 04:37:13,093 - Train: 9.53% [119250/1251000] [95.3/1000.0] [batch_t 0.240 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.002934] [CE 4.285 (4.553)] [KD 4.819 (5.045)] 2024-10-12 04:37:24,821 - Train: 9.54% [119300/1251000] [95.4/1000.0] [batch_t 0.231 (0.234)] [data_t 0.006] [optim_t 0.225] [lr 0.002934] [CE 4.730 (4.559)] [KD 4.986 (5.118)] 2024-10-12 04:37:36,670 - Train: 9.54% [119350/1251000] [95.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.002934] [CE 4.517 (4.635)] [KD 5.198 (5.180)] 2024-10-12 04:37:48,887 - Train: 9.54% [119400/1251000] [95.4/1000.0] [batch_t 0.226 (0.244)] [data_t 0.006] [optim_t 0.220] [lr 0.002934] [CE 4.942 (4.577)] [KD 5.418 (5.050)] 2024-10-12 04:38:00,522 - Train: 9.55% [119450/1251000] [95.5/1000.0] [batch_t 0.239 (0.232)] [data_t 0.007] [optim_t 0.233] [lr 0.002934] [CE 4.294 (4.534)] [KD 4.965 (5.129)] 2024-10-12 04:38:12,040 - Train: 9.55% [119500/1251000] [95.5/1000.0] [batch_t 0.225 (0.230)] [data_t 0.007] [optim_t 0.218] [lr 0.002934] [CE 4.600 (4.598)] [KD 4.865 (5.092)] 2024-10-12 04:38:23,665 - Train: 9.56% [119550/1251000] [95.6/1000.0] [batch_t 0.222 (0.232)] [data_t 0.007] [optim_t 0.215] [lr 0.002934] [CE 4.200 (4.612)] [KD 4.758 (5.083)] 2024-10-12 04:38:35,338 - Train: 9.56% [119600/1251000] [95.6/1000.0] [batch_t 0.403 (0.233)] [data_t 0.007] [optim_t 0.396] [lr 0.002934] [CE 4.666 (4.570)] [KD 4.913 (5.127)] 2024-10-12 04:38:46,980 - Train: 9.56% [119650/1251000] [95.6/1000.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.002933] [CE 4.785 (4.558)] [KD 5.248 (5.070)] 2024-10-12 04:38:58,765 - Train: 9.57% [119700/1251000] [95.7/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.002933] [CE 4.720 (4.563)] [KD 4.935 (5.152)] 2024-10-12 04:39:10,111 - Train: 9.57% [119750/1251000] [95.7/1000.0] [batch_t 0.214 (0.227)] [data_t 0.006] [optim_t 0.208] [lr 0.002933] [CE 4.318 (4.610)] [KD 4.803 (5.057)] 2024-10-12 04:39:21,934 - Train: 9.58% [119800/1251000] [95.8/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.002933] [CE 4.718 (4.625)] [KD 5.384 (5.079)] 2024-10-12 04:39:33,681 - Train: 9.58% [119850/1251000] [95.8/1000.0] [batch_t 0.217 (0.235)] [data_t 0.006] [optim_t 0.211] [lr 0.002933] [CE 4.208 (4.596)] [KD 4.796 (5.083)] 2024-10-12 04:39:44,997 - Train: 9.58% [119900/1251000] [95.8/1000.0] [batch_t 0.225 (0.226)] [data_t 0.006] [optim_t 0.219] [lr 0.002933] [CE 4.778 (4.595)] [KD 5.106 (5.069)] 2024-10-12 04:39:56,541 - Train: 9.59% [119950/1251000] [95.9/1000.0] [batch_t 0.221 (0.231)] [data_t 0.006] [optim_t 0.215] [lr 0.002933] [CE 4.936 (4.637)] [KD 5.250 (5.155)] 2024-10-12 04:40:08,253 - Train: 9.59% [120000/1251000] [95.9/1000.0] [batch_t 0.219 (0.234)] [data_t 0.008] [optim_t 0.211] [lr 0.002933] [CE 4.390 (4.594)] [KD 5.147 (5.076)] 2024-10-12 04:40:19,923 - Train: 9.60% [120050/1251000] [96.0/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.002933] [CE 4.429 (4.596)] [KD 5.300 (5.194)] 2024-10-12 04:40:30,330 - ==> Total time: 8:02:23 Eta: 3 days, 3:42:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:40:35,019 - Train: 9.60% [120100/1251000] [96.0/1000.0] [batch_t 0.234 (0.464)] [data_t 0.009] [optim_t 0.225] [lr 0.002933] [CE 4.329 (4.555)] [KD 5.133 (5.203)] 2024-10-12 04:40:46,988 - Train: 9.60% [120150/1251000] [96.0/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002933] [CE 5.097 (4.605)] [KD 5.266 (5.188)] 2024-10-12 04:40:58,735 - Train: 9.61% [120200/1251000] [96.1/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.002933] [CE 4.446 (4.548)] [KD 5.541 (5.051)] 2024-10-12 04:41:10,500 - Train: 9.61% [120250/1251000] [96.1/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.002933] [CE 4.779 (4.658)] [KD 5.134 (5.213)] 2024-10-12 04:41:22,444 - Train: 9.62% [120300/1251000] [96.2/1000.0] [batch_t 0.246 (0.239)] [data_t 0.009] [optim_t 0.237] [lr 0.002933] [CE 4.529 (4.578)] [KD 5.114 (5.075)] 2024-10-12 04:41:34,093 - Train: 9.62% [120350/1251000] [96.2/1000.0] [batch_t 0.219 (0.233)] [data_t 0.006] [optim_t 0.213] [lr 0.002933] [CE 4.937 (4.642)] [KD 5.344 (5.191)] 2024-10-12 04:41:45,831 - Train: 9.62% [120400/1251000] [96.2/1000.0] [batch_t 0.220 (0.235)] [data_t 0.007] [optim_t 0.214] [lr 0.002933] [CE 4.619 (4.560)] [KD 4.931 (5.016)] 2024-10-12 04:41:57,099 - Train: 9.63% [120450/1251000] [96.3/1000.0] [batch_t 0.219 (0.225)] [data_t 0.009] [optim_t 0.210] [lr 0.002933] [CE 4.650 (4.551)] [KD 4.930 (5.079)] 2024-10-12 04:42:08,688 - Train: 9.63% [120500/1251000] [96.3/1000.0] [batch_t 0.227 (0.232)] [data_t 0.006] [optim_t 0.221] [lr 0.002933] [CE 4.285 (4.584)] [KD 4.966 (5.083)] 2024-10-12 04:42:20,617 - Train: 9.64% [120550/1251000] [96.4/1000.0] [batch_t 0.213 (0.238)] [data_t 0.009] [optim_t 0.205] [lr 0.002932] [CE 4.413 (4.654)] [KD 5.117 (5.216)] 2024-10-12 04:42:32,140 - Train: 9.64% [120600/1251000] [96.4/1000.0] [batch_t 0.222 (0.230)] [data_t 0.008] [optim_t 0.214] [lr 0.002932] [CE 4.803 (4.593)] [KD 5.264 (5.128)] 2024-10-12 04:42:43,664 - Train: 9.64% [120650/1251000] [96.4/1000.0] [batch_t 0.231 (0.230)] [data_t 0.009] [optim_t 0.222] [lr 0.002932] [CE 4.703 (4.615)] [KD 5.133 (5.123)] 2024-10-12 04:42:55,470 - Train: 9.65% [120700/1251000] [96.5/1000.0] [batch_t 0.229 (0.236)] [data_t 0.007] [optim_t 0.222] [lr 0.002932] [CE 4.809 (4.620)] [KD 5.391 (5.120)] 2024-10-12 04:43:07,158 - Train: 9.65% [120750/1251000] [96.5/1000.0] [batch_t 0.226 (0.234)] [data_t 0.008] [optim_t 0.218] [lr 0.002932] [CE 4.204 (4.632)] [KD 4.752 (5.200)] 2024-10-12 04:43:18,604 - Train: 9.66% [120800/1251000] [96.6/1000.0] [batch_t 0.232 (0.229)] [data_t 0.008] [optim_t 0.224] [lr 0.002932] [CE 4.773 (4.589)] [KD 5.347 (5.134)] 2024-10-12 04:43:30,403 - Train: 9.66% [120850/1251000] [96.6/1000.0] [batch_t 0.225 (0.236)] [data_t 0.010] [optim_t 0.215] [lr 0.002932] [CE 4.656 (4.602)] [KD 5.230 (5.122)] 2024-10-12 04:43:41,627 - Train: 9.66% [120900/1251000] [96.6/1000.0] [batch_t 0.212 (0.224)] [data_t 0.008] [optim_t 0.205] [lr 0.002932] [CE 4.666 (4.521)] [KD 5.001 (5.105)] 2024-10-12 04:43:53,281 - Train: 9.67% [120950/1251000] [96.7/1000.0] [batch_t 0.221 (0.233)] [data_t 0.010] [optim_t 0.212] [lr 0.002932] [CE 4.439 (4.573)] [KD 5.190 (5.101)] 2024-10-12 04:44:04,750 - Train: 9.67% [121000/1251000] [96.7/1000.0] [batch_t 0.213 (0.229)] [data_t 0.006] [optim_t 0.207] [lr 0.002932] [CE 4.472 (4.638)] [KD 5.218 (5.181)] 2024-10-12 04:44:16,267 - Train: 9.68% [121050/1251000] [96.8/1000.0] [batch_t 0.207 (0.230)] [data_t 0.007] [optim_t 0.200] [lr 0.002932] [CE 5.116 (4.566)] [KD 5.210 (5.123)] 2024-10-12 04:44:27,804 - Train: 9.68% [121100/1251000] [96.8/1000.0] [batch_t 0.217 (0.231)] [data_t 0.010] [optim_t 0.207] [lr 0.002932] [CE 4.328 (4.588)] [KD 5.161 (5.102)] 2024-10-12 04:44:39,523 - Train: 9.68% [121150/1251000] [96.8/1000.0] [batch_t 0.223 (0.234)] [data_t 0.008] [optim_t 0.216] [lr 0.002932] [CE 4.573 (4.541)] [KD 5.138 (5.066)] 2024-10-12 04:44:50,960 - Train: 9.69% [121200/1251000] [96.9/1000.0] [batch_t 0.215 (0.229)] [data_t 0.007] [optim_t 0.209] [lr 0.002932] [CE 4.657 (4.634)] [KD 4.946 (4.980)] 2024-10-12 04:45:02,787 - Train: 9.69% [121250/1251000] [96.9/1000.0] [batch_t 0.225 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.002932] [CE 4.704 (4.587)] [KD 5.152 (5.156)] 2024-10-12 04:45:14,575 - Train: 9.70% [121300/1251000] [97.0/1000.0] [batch_t 0.228 (0.236)] [data_t 0.010] [optim_t 0.218] [lr 0.002932] [CE 4.836 (4.577)] [KD 5.335 (5.177)] 2024-10-12 04:45:25,297 - ==> Total time: 8:07:18 Eta: 3 days, 3:36:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:45:29,848 - Train: 9.70% [121350/1251000] [97.0/1000.0] [batch_t 0.223 (0.563)] [data_t 0.007] [optim_t 0.216] [lr 0.002932] [CE 4.772 (4.711)] [KD 5.012 (5.089)] 2024-10-12 04:45:41,599 - Train: 9.70% [121400/1251000] [97.0/1000.0] [batch_t 0.252 (0.235)] [data_t 0.009] [optim_t 0.243] [lr 0.002932] [CE 4.315 (4.559)] [KD 4.687 (4.961)] 2024-10-12 04:45:53,521 - Train: 9.71% [121450/1251000] [97.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.007] [optim_t 0.224] [lr 0.002931] [CE 4.325 (4.612)] [KD 4.866 (5.021)] 2024-10-12 04:46:05,219 - Train: 9.71% [121500/1251000] [97.1/1000.0] [batch_t 0.218 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.002931] [CE 4.593 (4.529)] [KD 5.001 (4.933)] 2024-10-12 04:46:17,107 - Train: 9.72% [121550/1251000] [97.2/1000.0] [batch_t 0.402 (0.238)] [data_t 0.008] [optim_t 0.394] [lr 0.002931] [CE 4.806 (4.523)] [KD 4.785 (4.888)] 2024-10-12 04:46:28,397 - Train: 9.72% [121600/1251000] [97.2/1000.0] [batch_t 0.227 (0.226)] [data_t 0.008] [optim_t 0.219] [lr 0.002931] [CE 4.550 (4.563)] [KD 5.060 (5.011)] 2024-10-12 04:46:39,695 - Train: 9.72% [121650/1251000] [97.2/1000.0] [batch_t 0.215 (0.226)] [data_t 0.009] [optim_t 0.205] [lr 0.002931] [CE 4.880 (4.594)] [KD 5.144 (5.121)] 2024-10-12 04:46:51,100 - Train: 9.73% [121700/1251000] [97.3/1000.0] [batch_t 0.216 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.002931] [CE 4.382 (4.627)] [KD 5.160 (5.230)] 2024-10-12 04:47:02,811 - Train: 9.73% [121750/1251000] [97.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002931] [CE 4.924 (4.619)] [KD 5.152 (5.099)] 2024-10-12 04:47:14,637 - Train: 9.74% [121800/1251000] [97.4/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.002931] [CE 4.249 (4.590)] [KD 4.531 (4.987)] 2024-10-12 04:47:26,230 - Train: 9.74% [121850/1251000] [97.4/1000.0] [batch_t 0.223 (0.232)] [data_t 0.007] [optim_t 0.216] [lr 0.002931] [CE 4.269 (4.572)] [KD 4.996 (5.097)] 2024-10-12 04:47:38,015 - Train: 9.74% [121900/1251000] [97.4/1000.0] [batch_t 0.217 (0.236)] [data_t 0.010] [optim_t 0.207] [lr 0.002931] [CE 4.459 (4.627)] [KD 4.807 (5.147)] 2024-10-12 04:47:49,550 - Train: 9.75% [121950/1251000] [97.5/1000.0] [batch_t 0.226 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.002931] [CE 4.199 (4.590)] [KD 4.983 (5.099)] 2024-10-12 04:48:00,931 - Train: 9.75% [122000/1251000] [97.5/1000.0] [batch_t 0.216 (0.227)] [data_t 0.006] [optim_t 0.210] [lr 0.002931] [CE 4.733 (4.630)] [KD 5.144 (5.138)] 2024-10-12 04:48:12,642 - Train: 9.76% [122050/1251000] [97.6/1000.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.213] [lr 0.002931] [CE 4.350 (4.605)] [KD 5.248 (5.126)] 2024-10-12 04:48:24,728 - Train: 9.76% [122100/1251000] [97.6/1000.0] [batch_t 0.249 (0.242)] [data_t 0.008] [optim_t 0.241] [lr 0.002931] [CE 4.970 (4.572)] [KD 4.827 (5.099)] 2024-10-12 04:48:36,374 - Train: 9.76% [122150/1251000] [97.6/1000.0] [batch_t 0.246 (0.233)] [data_t 0.010] [optim_t 0.236] [lr 0.002931] [CE 4.589 (4.564)] [KD 5.066 (5.142)] 2024-10-12 04:48:48,081 - Train: 9.77% [122200/1251000] [97.7/1000.0] [batch_t 0.214 (0.234)] [data_t 0.008] [optim_t 0.206] [lr 0.002931] [CE 4.791 (4.640)] [KD 5.066 (5.103)] 2024-10-12 04:48:59,689 - Train: 9.77% [122250/1251000] [97.7/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.002931] [CE 4.661 (4.554)] [KD 4.893 (5.071)] 2024-10-12 04:49:11,399 - Train: 9.78% [122300/1251000] [97.8/1000.0] [batch_t 0.230 (0.234)] [data_t 0.007] [optim_t 0.223] [lr 0.002931] [CE 4.830 (4.543)] [KD 5.146 (5.069)] 2024-10-12 04:49:22,917 - Train: 9.78% [122350/1251000] [97.8/1000.0] [batch_t 0.220 (0.230)] [data_t 0.009] [optim_t 0.211] [lr 0.002930] [CE 4.186 (4.621)] [KD 4.932 (5.127)] 2024-10-12 04:49:34,735 - Train: 9.78% [122400/1251000] [97.8/1000.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.002930] [CE 4.623 (4.703)] [KD 4.868 (5.180)] 2024-10-12 04:49:46,185 - Train: 9.79% [122450/1251000] [97.9/1000.0] [batch_t 0.225 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.002930] [CE 4.378 (4.550)] [KD 4.972 (5.109)] 2024-10-12 04:49:57,709 - Train: 9.79% [122500/1251000] [97.9/1000.0] [batch_t 0.214 (0.230)] [data_t 0.007] [optim_t 0.207] [lr 0.002930] [CE 4.611 (4.551)] [KD 5.267 (5.143)] 2024-10-12 04:50:09,525 - Train: 9.80% [122550/1251000] [98.0/1000.0] [batch_t 0.216 (0.236)] [data_t 0.006] [optim_t 0.210] [lr 0.002930] [CE 4.671 (4.543)] [KD 5.378 (5.126)] 2024-10-12 04:50:20,392 - ==> Total time: 8:12:13 Eta: 3 days, 3:30:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:50:24,435 - Train: 9.80% [122600/1251000] [98.0/1000.0] [batch_t 0.214 (0.533)] [data_t 0.008] [optim_t 0.206] [lr 0.002930] [CE 4.521 (4.740)] [KD 4.935 (5.051)] 2024-10-12 04:50:36,081 - Train: 9.80% [122650/1251000] [98.0/1000.0] [batch_t 0.243 (0.233)] [data_t 0.009] [optim_t 0.234] [lr 0.002930] [CE 5.071 (4.529)] [KD 5.379 (5.015)] 2024-10-12 04:50:47,864 - Train: 9.81% [122700/1251000] [98.1/1000.0] [batch_t 0.216 (0.235)] [data_t 0.011] [optim_t 0.206] [lr 0.002930] [CE 4.431 (4.602)] [KD 4.941 (5.093)] 2024-10-12 04:50:59,384 - Train: 9.81% [122750/1251000] [98.1/1000.0] [batch_t 0.236 (0.230)] [data_t 0.007] [optim_t 0.228] [lr 0.002930] [CE 4.237 (4.588)] [KD 4.763 (5.183)] 2024-10-12 04:51:10,782 - Train: 9.82% [122800/1251000] [98.2/1000.0] [batch_t 0.231 (0.228)] [data_t 0.009] [optim_t 0.221] [lr 0.002930] [CE 4.154 (4.602)] [KD 4.816 (5.041)] 2024-10-12 04:51:22,278 - Train: 9.82% [122850/1251000] [98.2/1000.0] [batch_t 0.214 (0.230)] [data_t 0.010] [optim_t 0.205] [lr 0.002930] [CE 4.830 (4.573)] [KD 5.173 (5.060)] 2024-10-12 04:51:33,769 - Train: 9.82% [122900/1251000] [98.2/1000.0] [batch_t 0.229 (0.230)] [data_t 0.008] [optim_t 0.221] [lr 0.002930] [CE 4.950 (4.499)] [KD 5.212 (4.996)] 2024-10-12 04:51:45,125 - Train: 9.83% [122950/1251000] [98.3/1000.0] [batch_t 0.220 (0.227)] [data_t 0.009] [optim_t 0.211] [lr 0.002930] [CE 4.677 (4.581)] [KD 5.144 (5.060)] 2024-10-12 04:51:56,664 - Train: 9.83% [123000/1251000] [98.3/1000.0] [batch_t 0.223 (0.231)] [data_t 0.008] [optim_t 0.215] [lr 0.002930] [CE 4.209 (4.573)] [KD 4.928 (5.080)] 2024-10-12 04:52:08,650 - Train: 9.84% [123050/1251000] [98.4/1000.0] [batch_t 0.438 (0.240)] [data_t 0.010] [optim_t 0.428] [lr 0.002930] [CE 4.483 (4.590)] [KD 5.227 (5.187)] 2024-10-12 04:52:20,104 - Train: 9.84% [123100/1251000] [98.4/1000.0] [batch_t 0.229 (0.229)] [data_t 0.008] [optim_t 0.220] [lr 0.002930] [CE 4.471 (4.557)] [KD 5.252 (5.055)] 2024-10-12 04:52:31,389 - Train: 9.84% [123150/1251000] [98.4/1000.0] [batch_t 0.234 (0.226)] [data_t 0.010] [optim_t 0.224] [lr 0.002930] [CE 3.762 (4.564)] [KD 4.701 (5.066)] 2024-10-12 04:52:42,898 - Train: 9.85% [123200/1251000] [98.5/1000.0] [batch_t 0.218 (0.230)] [data_t 0.008] [optim_t 0.211] [lr 0.002929] [CE 4.700 (4.604)] [KD 5.030 (5.027)] 2024-10-12 04:52:54,299 - Train: 9.85% [123250/1251000] [98.5/1000.0] [batch_t 0.226 (0.228)] [data_t 0.008] [optim_t 0.217] [lr 0.002929] [CE 4.384 (4.549)] [KD 5.255 (5.061)] 2024-10-12 04:53:05,897 - Train: 9.86% [123300/1251000] [98.6/1000.0] [batch_t 0.212 (0.232)] [data_t 0.008] [optim_t 0.204] [lr 0.002929] [CE 4.629 (4.580)] [KD 5.014 (5.135)] 2024-10-12 04:53:17,236 - Train: 9.86% [123350/1251000] [98.6/1000.0] [batch_t 0.219 (0.227)] [data_t 0.009] [optim_t 0.210] [lr 0.002929] [CE 4.183 (4.566)] [KD 4.610 (5.077)] 2024-10-12 04:53:28,618 - Train: 9.86% [123400/1251000] [98.6/1000.0] [batch_t 0.231 (0.227)] [data_t 0.006] [optim_t 0.224] [lr 0.002929] [CE 5.001 (4.645)] [KD 5.404 (5.089)] 2024-10-12 04:53:40,239 - Train: 9.87% [123450/1251000] [98.7/1000.0] [batch_t 0.216 (0.232)] [data_t 0.009] [optim_t 0.208] [lr 0.002929] [CE 4.747 (4.667)] [KD 4.743 (4.975)] 2024-10-12 04:53:51,913 - Train: 9.87% [123500/1251000] [98.7/1000.0] [batch_t 0.214 (0.233)] [data_t 0.008] [optim_t 0.206] [lr 0.002929] [CE 4.662 (4.575)] [KD 5.232 (5.107)] 2024-10-12 04:54:03,042 - Train: 9.88% [123550/1251000] [98.8/1000.0] [batch_t 0.227 (0.222)] [data_t 0.007] [optim_t 0.220] [lr 0.002929] [CE 4.776 (4.546)] [KD 5.122 (5.085)] 2024-10-12 04:54:14,862 - Train: 9.88% [123600/1251000] [98.8/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.002929] [CE 4.757 (4.621)] [KD 5.005 (5.122)] 2024-10-12 04:54:26,340 - Train: 9.88% [123650/1251000] [98.8/1000.0] [batch_t 0.217 (0.229)] [data_t 0.009] [optim_t 0.208] [lr 0.002929] [CE 4.918 (4.569)] [KD 5.231 (5.064)] 2024-10-12 04:54:37,618 - Train: 9.89% [123700/1251000] [98.9/1000.0] [batch_t 0.217 (0.225)] [data_t 0.009] [optim_t 0.208] [lr 0.002929] [CE 4.837 (4.638)] [KD 5.151 (5.144)] 2024-10-12 04:54:48,793 - Train: 9.89% [123750/1251000] [98.9/1000.0] [batch_t 0.230 (0.223)] [data_t 0.008] [optim_t 0.222] [lr 0.002929] [CE 4.866 (4.598)] [KD 5.184 (5.117)] 2024-10-12 04:55:00,170 - Train: 9.90% [123800/1251000] [99.0/1000.0] [batch_t 0.210 (0.227)] [data_t 0.010] [optim_t 0.200] [lr 0.002929] [CE 4.720 (4.596)] [KD 5.342 (5.126)] 2024-10-12 04:55:11,182 - ==> Total time: 8:17:03 Eta: 3 days, 3:23:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 04:55:14,876 - Train: 9.90% [123850/1251000] [99.0/1000.0] [batch_t 0.994 (0.994)] [data_t 0.778] [optim_t 0.216] [lr 0.002929] [CE 4.512 (4.512)] [KD 4.796 (4.796)] 2024-10-12 04:55:26,591 - Train: 9.90% [123900/1251000] [99.0/1000.0] [batch_t 0.223 (0.234)] [data_t 0.008] [optim_t 0.214] [lr 0.002929] [CE 4.572 (4.589)] [KD 5.153 (5.149)] 2024-10-12 04:55:38,279 - Train: 9.91% [123950/1251000] [99.1/1000.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.209] [lr 0.002929] [CE 4.888 (4.555)] [KD 5.214 (5.029)] 2024-10-12 04:55:49,876 - Train: 9.91% [124000/1251000] [99.1/1000.0] [batch_t 0.222 (0.232)] [data_t 0.011] [optim_t 0.211] [lr 0.002929] [CE 4.687 (4.661)] [KD 5.176 (5.076)] 2024-10-12 04:56:01,090 - Train: 9.92% [124050/1251000] [99.2/1000.0] [batch_t 0.223 (0.224)] [data_t 0.006] [optim_t 0.217] [lr 0.002929] [CE 4.224 (4.554)] [KD 4.813 (5.038)] 2024-10-12 04:56:13,016 - Train: 9.92% [124100/1251000] [99.2/1000.0] [batch_t 0.226 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.002928] [CE 5.072 (4.572)] [KD 5.388 (5.115)] 2024-10-12 04:56:24,531 - Train: 9.92% [124150/1251000] [99.2/1000.0] [batch_t 0.235 (0.230)] [data_t 0.006] [optim_t 0.229] [lr 0.002928] [CE 5.143 (4.632)] [KD 5.633 (5.100)] 2024-10-12 04:56:36,370 - Train: 9.93% [124200/1251000] [99.3/1000.0] [batch_t 0.220 (0.237)] [data_t 0.006] [optim_t 0.214] [lr 0.002928] [CE 4.450 (4.557)] [KD 4.541 (5.054)] 2024-10-12 04:56:47,831 - Train: 9.93% [124250/1251000] [99.3/1000.0] [batch_t 0.223 (0.229)] [data_t 0.007] [optim_t 0.216] [lr 0.002928] [CE 4.613 (4.578)] [KD 5.277 (5.122)] 2024-10-12 04:56:59,097 - Train: 9.94% [124300/1251000] [99.4/1000.0] [batch_t 0.215 (0.225)] [data_t 0.008] [optim_t 0.207] [lr 0.002928] [CE 4.139 (4.545)] [KD 4.448 (5.035)] 2024-10-12 04:57:10,105 - Train: 9.94% [124350/1251000] [99.4/1000.0] [batch_t 0.214 (0.220)] [data_t 0.007] [optim_t 0.207] [lr 0.002928] [CE 4.105 (4.582)] [KD 4.844 (5.119)] 2024-10-12 04:57:21,762 - Train: 9.94% [124400/1251000] [99.4/1000.0] [batch_t 0.419 (0.233)] [data_t 0.010] [optim_t 0.409] [lr 0.002928] [CE 4.987 (4.625)] [KD 5.702 (5.177)] 2024-10-12 04:57:32,999 - Train: 9.95% [124450/1251000] [99.5/1000.0] [batch_t 0.212 (0.225)] [data_t 0.007] [optim_t 0.204] [lr 0.002928] [CE 4.737 (4.588)] [KD 5.406 (5.112)] 2024-10-12 04:57:44,854 - Train: 9.95% [124500/1251000] [99.5/1000.0] [batch_t 0.411 (0.237)] [data_t 0.007] [optim_t 0.404] [lr 0.002928] [CE 4.456 (4.574)] [KD 4.763 (5.111)] 2024-10-12 04:57:56,211 - Train: 9.96% [124550/1251000] [99.6/1000.0] [batch_t 0.211 (0.227)] [data_t 0.009] [optim_t 0.202] [lr 0.002928] [CE 4.222 (4.597)] [KD 4.755 (5.077)] 2024-10-12 04:58:07,597 - Train: 9.96% [124600/1251000] [99.6/1000.0] [batch_t 0.215 (0.228)] [data_t 0.009] [optim_t 0.206] [lr 0.002928] [CE 4.608 (4.598)] [KD 4.612 (5.029)] 2024-10-12 04:58:18,770 - Train: 9.96% [124650/1251000] [99.6/1000.0] [batch_t 0.216 (0.223)] [data_t 0.007] [optim_t 0.209] [lr 0.002928] [CE 4.357 (4.559)] [KD 4.608 (5.008)] 2024-10-12 04:58:30,575 - Train: 9.97% [124700/1251000] [99.7/1000.0] [batch_t 0.227 (0.236)] [data_t 0.007] [optim_t 0.220] [lr 0.002928] [CE 4.301 (4.637)] [KD 5.243 (5.198)] 2024-10-12 04:58:41,901 - Train: 9.97% [124750/1251000] [99.7/1000.0] [batch_t 0.214 (0.226)] [data_t 0.008] [optim_t 0.206] [lr 0.002928] [CE 4.664 (4.590)] [KD 5.062 (5.103)] 2024-10-12 04:58:53,386 - Train: 9.98% [124800/1251000] [99.8/1000.0] [batch_t 0.223 (0.230)] [data_t 0.008] [optim_t 0.216] [lr 0.002928] [CE 4.116 (4.554)] [KD 4.898 (5.043)] 2024-10-12 04:59:05,080 - Train: 9.98% [124850/1251000] [99.8/1000.0] [batch_t 0.253 (0.234)] [data_t 0.009] [optim_t 0.244] [lr 0.002928] [CE 4.329 (4.576)] [KD 5.007 (5.072)] 2024-10-12 04:59:16,510 - Train: 9.98% [124900/1251000] [99.8/1000.0] [batch_t 0.233 (0.228)] [data_t 0.009] [optim_t 0.224] [lr 0.002928] [CE 4.917 (4.574)] [KD 5.249 (5.040)] 2024-10-12 04:59:27,661 - Train: 9.99% [124950/1251000] [99.9/1000.0] [batch_t 0.214 (0.223)] [data_t 0.009] [optim_t 0.205] [lr 0.002927] [CE 4.406 (4.534)] [KD 4.828 (5.000)] 2024-10-12 04:59:39,326 - Train: 9.99% [125000/1251000] [99.9/1000.0] [batch_t 0.214 (0.233)] [data_t 0.006] [optim_t 0.207] [lr 0.002927] [CE 5.042 (4.573)] [KD 5.233 (5.073)] 2024-10-12 04:59:50,642 - Train: 10.00% [125050/1251000] [100.0/1000.0] [batch_t 0.220 (0.226)] [data_t 0.007] [optim_t 0.213] [lr 0.002927] [CE 4.247 (4.604)] [KD 5.120 (5.118)] 2024-10-12 05:00:02,004 - Train: 10.00% [125100/1251000] [100.0/1000.0] [batch_t 0.203 (0.227)] [data_t 0.006] [optim_t 0.197] [lr 0.002927] [CE 4.371 (4.611)] [KD 4.782 (5.123)] 2024-10-12 05:00:10,272 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.152)] [top1_cnt 34184] [top5_cnt 44343] [top_all 50000] 2024-10-12 05:00:10,272 - net: 68.368 (88.686) 2024-10-12 05:00:19,499 - Test (net_E): 100.00% [50/50] [batch_t 0.292 (0.169)] [top1_cnt 37253] [top5_cnt 46043] [top_all 50000] 2024-10-12 05:00:19,500 - net_E: 74.506 (92.086) 2024-10-12 05:00:19,728 - Max [top1: 69.046 (epoch: 90)] [top1-ema: 74.506 (epoch: 100)] 2024-10-12 05:00:19,729 - ==> Total time: 8:22:12 Eta: 3 days, 3:19:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:00:43,319 - Train: 10.00% [125150/1251000] [100.0/1000.0] [batch_t 0.212 (0.244)] [data_t 0.009] [optim_t 0.203] [lr 0.002927] [CE 4.659 (4.606)] [KD 4.990 (5.083)] 2024-10-12 05:00:54,566 - Train: 10.01% [125200/1251000] [100.1/1000.0] [batch_t 0.230 (0.225)] [data_t 0.009] [optim_t 0.221] [lr 0.002927] [CE 5.054 (4.586)] [KD 5.126 (4.988)] 2024-10-12 05:01:06,408 - Train: 10.01% [125250/1251000] [100.1/1000.0] [batch_t 0.244 (0.237)] [data_t 0.008] [optim_t 0.236] [lr 0.002927] [CE 4.431 (4.565)] [KD 4.862 (5.021)] 2024-10-12 05:01:18,063 - Train: 10.02% [125300/1251000] [100.2/1000.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.002927] [CE 4.578 (4.609)] [KD 5.000 (5.060)] 2024-10-12 05:01:30,189 - Train: 10.02% [125350/1251000] [100.2/1000.0] [batch_t 0.230 (0.242)] [data_t 0.008] [optim_t 0.222] [lr 0.002927] [CE 4.811 (4.579)] [KD 4.980 (5.069)] 2024-10-12 05:01:41,839 - Train: 10.02% [125400/1251000] [100.2/1000.0] [batch_t 0.206 (0.233)] [data_t 0.006] [optim_t 0.200] [lr 0.002927] [CE 4.480 (4.548)] [KD 4.952 (5.080)] 2024-10-12 05:01:53,397 - Train: 10.03% [125450/1251000] [100.3/1000.0] [batch_t 0.221 (0.231)] [data_t 0.010] [optim_t 0.212] [lr 0.002927] [CE 4.431 (4.558)] [KD 4.981 (5.192)] 2024-10-12 05:02:04,871 - Train: 10.03% [125500/1251000] [100.3/1000.0] [batch_t 0.227 (0.229)] [data_t 0.010] [optim_t 0.218] [lr 0.002927] [CE 4.579 (4.541)] [KD 4.941 (5.093)] 2024-10-12 05:02:16,798 - Train: 10.04% [125550/1251000] [100.4/1000.0] [batch_t 0.226 (0.238)] [data_t 0.008] [optim_t 0.218] [lr 0.002927] [CE 4.585 (4.600)] [KD 5.166 (5.039)] 2024-10-12 05:02:28,089 - Train: 10.04% [125600/1251000] [100.4/1000.0] [batch_t 0.221 (0.226)] [data_t 0.009] [optim_t 0.212] [lr 0.002927] [CE 4.326 (4.658)] [KD 4.779 (5.151)] 2024-10-12 05:02:39,496 - Train: 10.04% [125650/1251000] [100.4/1000.0] [batch_t 0.218 (0.228)] [data_t 0.008] [optim_t 0.211] [lr 0.002927] [CE 4.066 (4.564)] [KD 4.596 (5.035)] 2024-10-12 05:02:51,282 - Train: 10.05% [125700/1251000] [100.5/1000.0] [batch_t 0.215 (0.236)] [data_t 0.009] [optim_t 0.206] [lr 0.002927] [CE 4.711 (4.658)] [KD 5.253 (5.053)] 2024-10-12 05:03:02,940 - Train: 10.05% [125750/1251000] [100.5/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.223] [lr 0.002927] [CE 5.112 (4.561)] [KD 5.424 (4.994)] 2024-10-12 05:03:14,353 - Train: 10.06% [125800/1251000] [100.6/1000.0] [batch_t 0.225 (0.228)] [data_t 0.010] [optim_t 0.216] [lr 0.002927] [CE 4.607 (4.629)] [KD 5.426 (5.206)] 2024-10-12 05:03:25,853 - Train: 10.06% [125850/1251000] [100.6/1000.0] [batch_t 0.219 (0.230)] [data_t 0.010] [optim_t 0.209] [lr 0.002926] [CE 4.218 (4.593)] [KD 4.877 (5.086)] 2024-10-12 05:03:37,441 - Train: 10.06% [125900/1251000] [100.6/1000.0] [batch_t 0.213 (0.232)] [data_t 0.009] [optim_t 0.203] [lr 0.002926] [CE 4.491 (4.555)] [KD 5.097 (5.026)] 2024-10-12 05:03:48,833 - Train: 10.07% [125950/1251000] [100.7/1000.0] [batch_t 0.221 (0.228)] [data_t 0.009] [optim_t 0.212] [lr 0.002926] [CE 4.653 (4.577)] [KD 5.109 (5.035)] 2024-10-12 05:04:00,345 - Train: 10.07% [126000/1251000] [100.7/1000.0] [batch_t 0.227 (0.230)] [data_t 0.007] [optim_t 0.220] [lr 0.002926] [CE 4.784 (4.606)] [KD 5.398 (4.981)] 2024-10-12 05:04:11,989 - Train: 10.08% [126050/1251000] [100.8/1000.0] [batch_t 0.224 (0.233)] [data_t 0.008] [optim_t 0.216] [lr 0.002926] [CE 4.730 (4.587)] [KD 5.118 (5.057)] 2024-10-12 05:04:23,427 - Train: 10.08% [126100/1251000] [100.8/1000.0] [batch_t 0.236 (0.229)] [data_t 0.008] [optim_t 0.228] [lr 0.002926] [CE 4.613 (4.555)] [KD 5.249 (5.091)] 2024-10-12 05:04:35,008 - Train: 10.08% [126150/1251000] [100.8/1000.0] [batch_t 0.230 (0.231)] [data_t 0.009] [optim_t 0.221] [lr 0.002926] [CE 5.368 (4.550)] [KD 5.237 (5.034)] 2024-10-12 05:04:46,680 - Train: 10.09% [126200/1251000] [100.9/1000.0] [batch_t 0.216 (0.233)] [data_t 0.009] [optim_t 0.207] [lr 0.002926] [CE 4.054 (4.576)] [KD 4.621 (5.121)] 2024-10-12 05:04:58,108 - Train: 10.09% [126250/1251000] [100.9/1000.0] [batch_t 0.229 (0.228)] [data_t 0.008] [optim_t 0.220] [lr 0.002926] [CE 4.809 (4.632)] [KD 5.130 (5.141)] 2024-10-12 05:05:09,456 - Train: 10.10% [126300/1251000] [101.0/1000.0] [batch_t 0.219 (0.227)] [data_t 0.009] [optim_t 0.210] [lr 0.002926] [CE 4.350 (4.615)] [KD 5.282 (5.098)] 2024-10-12 05:05:20,828 - Train: 10.10% [126350/1251000] [101.0/1000.0] [batch_t 0.204 (0.227)] [data_t 0.006] [optim_t 0.199] [lr 0.002926] [CE 4.284 (4.576)] [KD 5.144 (5.107)] 2024-10-12 05:05:21,041 - ==> Total time: 8:27:13 Eta: 3 days, 3:14:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:05:36,707 - Train: 10.10% [126400/1251000] [101.0/1000.0] [batch_t 0.225 (0.249)] [data_t 0.007] [optim_t 0.218] [lr 0.002926] [CE 4.591 (4.557)] [KD 4.787 (5.060)] 2024-10-12 05:05:48,927 - Train: 10.11% [126450/1251000] [101.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.002926] [CE 4.720 (4.598)] [KD 4.822 (4.963)] 2024-10-12 05:06:00,219 - Train: 10.11% [126500/1251000] [101.1/1000.0] [batch_t 0.222 (0.226)] [data_t 0.008] [optim_t 0.213] [lr 0.002926] [CE 4.293 (4.560)] [KD 4.780 (4.953)] 2024-10-12 05:06:11,516 - Train: 10.12% [126550/1251000] [101.2/1000.0] [batch_t 0.223 (0.226)] [data_t 0.008] [optim_t 0.214] [lr 0.002926] [CE 5.140 (4.645)] [KD 5.276 (5.068)] 2024-10-12 05:06:23,719 - Train: 10.12% [126600/1251000] [101.2/1000.0] [batch_t 0.217 (0.244)] [data_t 0.008] [optim_t 0.209] [lr 0.002926] [CE 4.722 (4.562)] [KD 5.291 (5.059)] 2024-10-12 05:06:35,405 - Train: 10.12% [126650/1251000] [101.2/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.002926] [CE 4.546 (4.549)] [KD 5.003 (5.085)] 2024-10-12 05:06:46,644 - Train: 10.13% [126700/1251000] [101.3/1000.0] [batch_t 0.218 (0.225)] [data_t 0.010] [optim_t 0.208] [lr 0.002925] [CE 4.853 (4.584)] [KD 5.073 (5.078)] 2024-10-12 05:06:58,265 - Train: 10.13% [126750/1251000] [101.3/1000.0] [batch_t 0.214 (0.232)] [data_t 0.008] [optim_t 0.206] [lr 0.002925] [CE 4.379 (4.614)] [KD 5.213 (5.053)] 2024-10-12 05:07:09,492 - Train: 10.14% [126800/1251000] [101.4/1000.0] [batch_t 0.216 (0.224)] [data_t 0.009] [optim_t 0.207] [lr 0.002925] [CE 3.982 (4.604)] [KD 4.857 (5.131)] 2024-10-12 05:07:20,894 - Train: 10.14% [126850/1251000] [101.4/1000.0] [batch_t 0.231 (0.228)] [data_t 0.007] [optim_t 0.225] [lr 0.002925] [CE 5.110 (4.592)] [KD 5.271 (5.038)] 2024-10-12 05:07:33,018 - Train: 10.14% [126900/1251000] [101.4/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.214] [lr 0.002925] [CE 4.374 (4.578)] [KD 4.758 (5.089)] 2024-10-12 05:07:44,373 - Train: 10.15% [126950/1251000] [101.5/1000.0] [batch_t 0.219 (0.227)] [data_t 0.010] [optim_t 0.209] [lr 0.002925] [CE 4.612 (4.620)] [KD 5.113 (5.132)] 2024-10-12 05:07:55,641 - Train: 10.15% [127000/1251000] [101.5/1000.0] [batch_t 0.234 (0.225)] [data_t 0.009] [optim_t 0.225] [lr 0.002925] [CE 4.483 (4.610)] [KD 4.751 (5.039)] 2024-10-12 05:08:07,472 - Train: 10.16% [127050/1251000] [101.6/1000.0] [batch_t 0.211 (0.236)] [data_t 0.010] [optim_t 0.202] [lr 0.002925] [CE 4.878 (4.601)] [KD 5.166 (5.057)] 2024-10-12 05:08:18,656 - Train: 10.16% [127100/1251000] [101.6/1000.0] [batch_t 0.222 (0.223)] [data_t 0.010] [optim_t 0.212] [lr 0.002925] [CE 4.348 (4.539)] [KD 5.004 (5.004)] 2024-10-12 05:08:30,276 - Train: 10.16% [127150/1251000] [101.6/1000.0] [batch_t 0.215 (0.232)] [data_t 0.009] [optim_t 0.206] [lr 0.002925] [CE 4.561 (4.535)] [KD 4.810 (4.981)] 2024-10-12 05:08:41,881 - Train: 10.17% [127200/1251000] [101.7/1000.0] [batch_t 0.418 (0.232)] [data_t 0.010] [optim_t 0.408] [lr 0.002925] [CE 4.717 (4.642)] [KD 4.783 (5.112)] 2024-10-12 05:08:53,131 - Train: 10.17% [127250/1251000] [101.7/1000.0] [batch_t 0.227 (0.225)] [data_t 0.010] [optim_t 0.217] [lr 0.002925] [CE 4.636 (4.678)] [KD 5.163 (5.162)] 2024-10-12 05:09:04,404 - Train: 10.18% [127300/1251000] [101.8/1000.0] [batch_t 0.223 (0.225)] [data_t 0.009] [optim_t 0.214] [lr 0.002925] [CE 4.755 (4.567)] [KD 4.963 (5.046)] 2024-10-12 05:09:15,962 - Train: 10.18% [127350/1251000] [101.8/1000.0] [batch_t 0.222 (0.231)] [data_t 0.010] [optim_t 0.213] [lr 0.002925] [CE 4.300 (4.657)] [KD 5.173 (5.080)] 2024-10-12 05:09:27,269 - Train: 10.18% [127400/1251000] [101.8/1000.0] [batch_t 0.216 (0.226)] [data_t 0.010] [optim_t 0.206] [lr 0.002925] [CE 4.296 (4.540)] [KD 4.834 (5.106)] 2024-10-12 05:09:38,723 - Train: 10.19% [127450/1251000] [101.9/1000.0] [batch_t 0.228 (0.229)] [data_t 0.009] [optim_t 0.219] [lr 0.002925] [CE 4.424 (4.586)] [KD 5.107 (5.101)] 2024-10-12 05:09:50,600 - Train: 10.19% [127500/1251000] [101.9/1000.0] [batch_t 0.221 (0.237)] [data_t 0.007] [optim_t 0.215] [lr 0.002925] [CE 4.389 (4.600)] [KD 4.772 (5.121)] 2024-10-12 05:10:02,031 - Train: 10.20% [127550/1251000] [102.0/1000.0] [batch_t 0.207 (0.228)] [data_t 0.009] [optim_t 0.198] [lr 0.002924] [CE 5.000 (4.624)] [KD 5.026 (5.053)] 2024-10-12 05:10:12,930 - Train: 10.20% [127600/1251000] [102.0/1000.0] [batch_t 0.208 (0.218)] [data_t 0.007] [optim_t 0.202] [lr 0.002924] [CE 4.182 (4.614)] [KD 4.936 (5.038)] 2024-10-12 05:10:13,354 - ==> Total time: 8:32:06 Eta: 3 days, 3:08:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:10:28,582 - Train: 10.20% [127650/1251000] [102.0/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.232] [lr 0.002924] [CE 4.915 (4.576)] [KD 5.271 (5.027)] 2024-10-12 05:10:40,594 - Train: 10.21% [127700/1251000] [102.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.002924] [CE 3.909 (4.522)] [KD 4.819 (5.035)] 2024-10-12 05:10:52,226 - Train: 10.21% [127750/1251000] [102.1/1000.0] [batch_t 0.229 (0.232)] [data_t 0.010] [optim_t 0.219] [lr 0.002924] [CE 4.663 (4.529)] [KD 5.017 (5.006)] 2024-10-12 05:11:03,848 - Train: 10.22% [127800/1251000] [102.2/1000.0] [batch_t 0.219 (0.232)] [data_t 0.010] [optim_t 0.209] [lr 0.002924] [CE 4.680 (4.552)] [KD 5.115 (4.977)] 2024-10-12 05:11:15,373 - Train: 10.22% [127850/1251000] [102.2/1000.0] [batch_t 0.223 (0.230)] [data_t 0.008] [optim_t 0.215] [lr 0.002924] [CE 5.019 (4.579)] [KD 5.373 (5.007)] 2024-10-12 05:11:26,881 - Train: 10.22% [127900/1251000] [102.2/1000.0] [batch_t 0.245 (0.230)] [data_t 0.008] [optim_t 0.237] [lr 0.002924] [CE 4.555 (4.520)] [KD 4.796 (5.007)] 2024-10-12 05:11:38,413 - Train: 10.23% [127950/1251000] [102.3/1000.0] [batch_t 0.223 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.002924] [CE 4.598 (4.551)] [KD 5.135 (4.987)] 2024-10-12 05:11:49,711 - Train: 10.23% [128000/1251000] [102.3/1000.0] [batch_t 0.389 (0.226)] [data_t 0.009] [optim_t 0.380] [lr 0.002924] [CE 3.823 (4.564)] [KD 4.697 (5.009)] 2024-10-12 05:12:00,864 - Train: 10.24% [128050/1251000] [102.4/1000.0] [batch_t 0.215 (0.223)] [data_t 0.008] [optim_t 0.207] [lr 0.002924] [CE 4.317 (4.599)] [KD 4.794 (5.032)] 2024-10-12 05:12:12,589 - Train: 10.24% [128100/1251000] [102.4/1000.0] [batch_t 0.219 (0.234)] [data_t 0.008] [optim_t 0.211] [lr 0.002924] [CE 4.577 (4.560)] [KD 4.740 (5.113)] 2024-10-12 05:12:23,723 - Train: 10.24% [128150/1251000] [102.4/1000.0] [batch_t 0.214 (0.223)] [data_t 0.006] [optim_t 0.207] [lr 0.002924] [CE 4.025 (4.582)] [KD 5.019 (5.061)] 2024-10-12 05:12:35,039 - Train: 10.25% [128200/1251000] [102.5/1000.0] [batch_t 0.233 (0.226)] [data_t 0.009] [optim_t 0.224] [lr 0.002924] [CE 4.479 (4.589)] [KD 5.283 (5.204)] 2024-10-12 05:12:46,522 - Train: 10.25% [128250/1251000] [102.5/1000.0] [batch_t 0.220 (0.230)] [data_t 0.009] [optim_t 0.211] [lr 0.002924] [CE 4.342 (4.561)] [KD 4.712 (5.070)] 2024-10-12 05:12:57,947 - Train: 10.26% [128300/1251000] [102.6/1000.0] [batch_t 0.230 (0.228)] [data_t 0.009] [optim_t 0.222] [lr 0.002924] [CE 4.748 (4.576)] [KD 4.852 (5.095)] 2024-10-12 05:13:09,354 - Train: 10.26% [128350/1251000] [102.6/1000.0] [batch_t 0.216 (0.228)] [data_t 0.011] [optim_t 0.206] [lr 0.002924] [CE 4.161 (4.557)] [KD 4.733 (5.012)] 2024-10-12 05:13:20,593 - Train: 10.26% [128400/1251000] [102.6/1000.0] [batch_t 0.213 (0.225)] [data_t 0.010] [optim_t 0.203] [lr 0.002923] [CE 4.093 (4.603)] [KD 4.990 (5.102)] 2024-10-12 05:13:31,981 - Train: 10.27% [128450/1251000] [102.7/1000.0] [batch_t 0.230 (0.228)] [data_t 0.009] [optim_t 0.220] [lr 0.002923] [CE 4.096 (4.557)] [KD 5.167 (5.138)] 2024-10-12 05:13:43,403 - Train: 10.27% [128500/1251000] [102.7/1000.0] [batch_t 0.213 (0.228)] [data_t 0.010] [optim_t 0.203] [lr 0.002923] [CE 4.606 (4.612)] [KD 5.222 (5.178)] 2024-10-12 05:13:54,830 - Train: 10.28% [128550/1251000] [102.8/1000.0] [batch_t 0.238 (0.228)] [data_t 0.007] [optim_t 0.231] [lr 0.002923] [CE 4.412 (4.577)] [KD 4.787 (5.071)] 2024-10-12 05:14:06,060 - Train: 10.28% [128600/1251000] [102.8/1000.0] [batch_t 0.219 (0.224)] [data_t 0.009] [optim_t 0.210] [lr 0.002923] [CE 4.093 (4.523)] [KD 4.987 (5.015)] 2024-10-12 05:14:17,426 - Train: 10.28% [128650/1251000] [102.8/1000.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.209] [lr 0.002923] [CE 4.842 (4.600)] [KD 5.389 (5.021)] 2024-10-12 05:14:28,869 - Train: 10.29% [128700/1251000] [102.9/1000.0] [batch_t 0.213 (0.229)] [data_t 0.010] [optim_t 0.204] [lr 0.002923] [CE 4.334 (4.581)] [KD 5.129 (5.050)] 2024-10-12 05:14:40,158 - Train: 10.29% [128750/1251000] [102.9/1000.0] [batch_t 0.215 (0.226)] [data_t 0.008] [optim_t 0.206] [lr 0.002923] [CE 4.081 (4.592)] [KD 4.712 (5.060)] 2024-10-12 05:14:51,658 - Train: 10.30% [128800/1251000] [103.0/1000.0] [batch_t 0.217 (0.230)] [data_t 0.007] [optim_t 0.210] [lr 0.002923] [CE 4.385 (4.641)] [KD 4.747 (5.060)] 2024-10-12 05:15:02,876 - Train: 10.30% [128850/1251000] [103.0/1000.0] [batch_t 0.200 (0.224)] [data_t 0.006] [optim_t 0.194] [lr 0.002923] [CE 4.325 (4.569)] [KD 4.896 (5.122)] 2024-10-12 05:15:03,480 - ==> Total time: 8:36:56 Eta: 3 days, 3:01:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:15:19,346 - Train: 10.30% [128900/1251000] [103.0/1000.0] [batch_t 0.207 (0.247)] [data_t 0.006] [optim_t 0.201] [lr 0.002923] [CE 4.499 (4.613)] [KD 4.987 (5.064)] 2024-10-12 05:15:31,167 - Train: 10.31% [128950/1251000] [103.1/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.002923] [CE 4.667 (4.530)] [KD 4.940 (5.004)] 2024-10-12 05:15:43,001 - Train: 10.31% [129000/1251000] [103.1/1000.0] [batch_t 0.222 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.002923] [CE 4.471 (4.610)] [KD 4.778 (5.065)] 2024-10-12 05:15:54,480 - Train: 10.32% [129050/1251000] [103.2/1000.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.212] [lr 0.002923] [CE 4.239 (4.612)] [KD 4.619 (5.107)] 2024-10-12 05:16:05,670 - Train: 10.32% [129100/1251000] [103.2/1000.0] [batch_t 0.223 (0.224)] [data_t 0.009] [optim_t 0.214] [lr 0.002923] [CE 4.520 (4.546)] [KD 4.966 (5.048)] 2024-10-12 05:16:17,110 - Train: 10.32% [129150/1251000] [103.2/1000.0] [batch_t 0.220 (0.229)] [data_t 0.008] [optim_t 0.212] [lr 0.002923] [CE 5.180 (4.612)] [KD 5.644 (5.098)] 2024-10-12 05:16:28,920 - Train: 10.33% [129200/1251000] [103.3/1000.0] [batch_t 0.210 (0.236)] [data_t 0.009] [optim_t 0.202] [lr 0.002923] [CE 4.329 (4.540)] [KD 4.666 (5.102)] 2024-10-12 05:16:40,348 - Train: 10.33% [129250/1251000] [103.3/1000.0] [batch_t 0.217 (0.228)] [data_t 0.008] [optim_t 0.209] [lr 0.002922] [CE 5.000 (4.566)] [KD 5.263 (5.023)] 2024-10-12 05:16:51,729 - Train: 10.34% [129300/1251000] [103.4/1000.0] [batch_t 0.230 (0.227)] [data_t 0.008] [optim_t 0.222] [lr 0.002922] [CE 4.659 (4.560)] [KD 5.125 (5.113)] 2024-10-12 05:17:03,272 - Train: 10.34% [129350/1251000] [103.4/1000.0] [batch_t 0.233 (0.231)] [data_t 0.006] [optim_t 0.226] [lr 0.002922] [CE 4.405 (4.547)] [KD 5.212 (4.995)] 2024-10-12 05:17:14,768 - Train: 10.34% [129400/1251000] [103.4/1000.0] [batch_t 0.209 (0.230)] [data_t 0.008] [optim_t 0.201] [lr 0.002922] [CE 4.339 (4.466)] [KD 4.691 (5.016)] 2024-10-12 05:17:26,128 - Train: 10.35% [129450/1251000] [103.5/1000.0] [batch_t 0.228 (0.227)] [data_t 0.008] [optim_t 0.219] [lr 0.002922] [CE 4.236 (4.581)] [KD 5.029 (5.073)] 2024-10-12 05:17:37,719 - Train: 10.35% [129500/1251000] [103.5/1000.0] [batch_t 0.223 (0.232)] [data_t 0.008] [optim_t 0.215] [lr 0.002922] [CE 4.971 (4.597)] [KD 5.504 (5.078)] 2024-10-12 05:17:49,418 - Train: 10.36% [129550/1251000] [103.6/1000.0] [batch_t 0.222 (0.234)] [data_t 0.010] [optim_t 0.212] [lr 0.002922] [CE 4.843 (4.611)] [KD 5.183 (5.102)] 2024-10-12 05:18:01,150 - Train: 10.36% [129600/1251000] [103.6/1000.0] [batch_t 0.236 (0.234)] [data_t 0.010] [optim_t 0.226] [lr 0.002922] [CE 4.498 (4.613)] [KD 5.136 (5.104)] 2024-10-12 05:18:12,895 - Train: 10.36% [129650/1251000] [103.6/1000.0] [batch_t 0.219 (0.235)] [data_t 0.006] [optim_t 0.212] [lr 0.002922] [CE 4.295 (4.590)] [KD 5.062 (5.039)] 2024-10-12 05:18:24,102 - Train: 10.37% [129700/1251000] [103.7/1000.0] [batch_t 0.227 (0.224)] [data_t 0.008] [optim_t 0.220] [lr 0.002922] [CE 4.453 (4.533)] [KD 4.839 (5.099)] 2024-10-12 05:18:36,092 - Train: 10.37% [129750/1251000] [103.7/1000.0] [batch_t 0.221 (0.240)] [data_t 0.006] [optim_t 0.215] [lr 0.002922] [CE 5.322 (4.598)] [KD 5.347 (5.013)] 2024-10-12 05:18:47,834 - Train: 10.38% [129800/1251000] [103.8/1000.0] [batch_t 0.243 (0.235)] [data_t 0.006] [optim_t 0.237] [lr 0.002922] [CE 4.307 (4.536)] [KD 4.808 (5.024)] 2024-10-12 05:18:59,238 - Train: 10.38% [129850/1251000] [103.8/1000.0] [batch_t 0.237 (0.228)] [data_t 0.006] [optim_t 0.230] [lr 0.002922] [CE 5.067 (4.578)] [KD 5.203 (5.086)] 2024-10-12 05:19:10,750 - Train: 10.38% [129900/1251000] [103.8/1000.0] [batch_t 0.226 (0.230)] [data_t 0.010] [optim_t 0.216] [lr 0.002922] [CE 5.075 (4.525)] [KD 5.185 (5.089)] 2024-10-12 05:19:22,332 - Train: 10.39% [129950/1251000] [103.9/1000.0] [batch_t 0.219 (0.231)] [data_t 0.007] [optim_t 0.212] [lr 0.002922] [CE 4.667 (4.611)] [KD 5.214 (5.153)] 2024-10-12 05:19:33,904 - Train: 10.39% [130000/1251000] [103.9/1000.0] [batch_t 0.222 (0.231)] [data_t 0.007] [optim_t 0.215] [lr 0.002922] [CE 4.740 (4.590)] [KD 5.091 (5.103)] 2024-10-12 05:19:46,080 - Train: 10.40% [130050/1251000] [104.0/1000.0] [batch_t 0.222 (0.243)] [data_t 0.007] [optim_t 0.215] [lr 0.002922] [CE 4.414 (4.626)] [KD 5.037 (5.144)] 2024-10-12 05:19:57,096 - Train: 10.40% [130100/1251000] [104.0/1000.0] [batch_t 0.203 (0.220)] [data_t 0.009] [optim_t 0.195] [lr 0.002921] [CE 4.555 (4.555)] [KD 4.821 (5.002)] 2024-10-12 05:19:58,059 - ==> Total time: 8:41:50 Eta: 3 days, 2:55:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:20:12,049 - Train: 10.40% [130150/1251000] [104.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.005] [optim_t 0.230] [lr 0.002921] [CE 4.541 (4.564)] [KD 5.084 (4.998)] 2024-10-12 05:20:23,966 - Train: 10.41% [130200/1251000] [104.1/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.002921] [CE 4.507 (4.530)] [KD 5.074 (4.993)] 2024-10-12 05:20:35,653 - Train: 10.41% [130250/1251000] [104.1/1000.0] [batch_t 0.220 (0.234)] [data_t 0.009] [optim_t 0.211] [lr 0.002921] [CE 4.299 (4.544)] [KD 4.847 (5.020)] 2024-10-12 05:20:47,139 - Train: 10.42% [130300/1251000] [104.2/1000.0] [batch_t 0.228 (0.230)] [data_t 0.008] [optim_t 0.220] [lr 0.002921] [CE 4.808 (4.566)] [KD 4.936 (4.990)] 2024-10-12 05:20:58,556 - Train: 10.42% [130350/1251000] [104.2/1000.0] [batch_t 0.228 (0.228)] [data_t 0.008] [optim_t 0.221] [lr 0.002921] [CE 4.636 (4.517)] [KD 5.018 (5.027)] 2024-10-12 05:21:10,472 - Train: 10.42% [130400/1251000] [104.2/1000.0] [batch_t 0.222 (0.238)] [data_t 0.008] [optim_t 0.214] [lr 0.002921] [CE 4.292 (4.574)] [KD 4.799 (5.061)] 2024-10-12 05:21:22,151 - Train: 10.43% [130450/1251000] [104.3/1000.0] [batch_t 0.215 (0.233)] [data_t 0.008] [optim_t 0.207] [lr 0.002921] [CE 3.705 (4.581)] [KD 4.798 (4.970)] 2024-10-12 05:21:33,665 - Train: 10.43% [130500/1251000] [104.3/1000.0] [batch_t 0.223 (0.230)] [data_t 0.010] [optim_t 0.213] [lr 0.002921] [CE 4.654 (4.569)] [KD 5.379 (5.049)] 2024-10-12 05:21:44,787 - Train: 10.44% [130550/1251000] [104.4/1000.0] [batch_t 0.226 (0.222)] [data_t 0.006] [optim_t 0.221] [lr 0.002921] [CE 4.489 (4.504)] [KD 4.880 (5.033)] 2024-10-12 05:21:56,291 - Train: 10.44% [130600/1251000] [104.4/1000.0] [batch_t 0.233 (0.230)] [data_t 0.006] [optim_t 0.227] [lr 0.002921] [CE 4.309 (4.602)] [KD 4.980 (5.123)] 2024-10-12 05:22:07,871 - Train: 10.44% [130650/1251000] [104.4/1000.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.002921] [CE 4.525 (4.589)] [KD 5.092 (5.117)] 2024-10-12 05:22:19,542 - Train: 10.45% [130700/1251000] [104.5/1000.0] [batch_t 0.220 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.002921] [CE 4.929 (4.615)] [KD 5.128 (5.159)] 2024-10-12 05:22:31,338 - Train: 10.45% [130750/1251000] [104.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.002921] [CE 4.738 (4.610)] [KD 5.506 (5.034)] 2024-10-12 05:22:43,163 - Train: 10.46% [130800/1251000] [104.6/1000.0] [batch_t 0.245 (0.236)] [data_t 0.010] [optim_t 0.234] [lr 0.002921] [CE 4.796 (4.608)] [KD 5.364 (5.127)] 2024-10-12 05:22:54,529 - Train: 10.46% [130850/1251000] [104.6/1000.0] [batch_t 0.222 (0.227)] [data_t 0.007] [optim_t 0.215] [lr 0.002921] [CE 4.760 (4.598)] [KD 5.343 (5.058)] 2024-10-12 05:23:05,988 - Train: 10.46% [130900/1251000] [104.6/1000.0] [batch_t 0.239 (0.229)] [data_t 0.007] [optim_t 0.232] [lr 0.002920] [CE 4.184 (4.580)] [KD 5.081 (5.065)] 2024-10-12 05:23:17,278 - Train: 10.47% [130950/1251000] [104.7/1000.0] [batch_t 0.228 (0.226)] [data_t 0.006] [optim_t 0.222] [lr 0.002920] [CE 4.351 (4.582)] [KD 5.280 (5.073)] 2024-10-12 05:23:29,022 - Train: 10.47% [131000/1251000] [104.7/1000.0] [batch_t 0.217 (0.235)] [data_t 0.008] [optim_t 0.209] [lr 0.002920] [CE 4.343 (4.624)] [KD 5.233 (5.098)] 2024-10-12 05:23:40,707 - Train: 10.48% [131050/1251000] [104.8/1000.0] [batch_t 0.236 (0.234)] [data_t 0.011] [optim_t 0.225] [lr 0.002920] [CE 4.653 (4.550)] [KD 4.976 (5.060)] 2024-10-12 05:23:52,248 - Train: 10.48% [131100/1251000] [104.8/1000.0] [batch_t 0.227 (0.231)] [data_t 0.007] [optim_t 0.221] [lr 0.002920] [CE 4.651 (4.583)] [KD 4.976 (5.013)] 2024-10-12 05:24:03,480 - Train: 10.48% [131150/1251000] [104.8/1000.0] [batch_t 0.234 (0.224)] [data_t 0.007] [optim_t 0.227] [lr 0.002920] [CE 4.619 (4.599)] [KD 4.940 (5.025)] 2024-10-12 05:24:15,267 - Train: 10.49% [131200/1251000] [104.9/1000.0] [batch_t 0.228 (0.236)] [data_t 0.006] [optim_t 0.222] [lr 0.002920] [CE 4.575 (4.664)] [KD 5.105 (5.080)] 2024-10-12 05:24:26,968 - Train: 10.49% [131250/1251000] [104.9/1000.0] [batch_t 0.228 (0.234)] [data_t 0.007] [optim_t 0.221] [lr 0.002920] [CE 4.339 (4.611)] [KD 5.127 (5.161)] 2024-10-12 05:24:38,484 - Train: 10.50% [131300/1251000] [105.0/1000.0] [batch_t 0.219 (0.230)] [data_t 0.007] [optim_t 0.213] [lr 0.002920] [CE 4.531 (4.668)] [KD 5.148 (5.109)] 2024-10-12 05:24:49,978 - Train: 10.50% [131350/1251000] [105.0/1000.0] [batch_t 0.208 (0.230)] [data_t 0.008] [optim_t 0.200] [lr 0.002920] [CE 4.415 (4.554)] [KD 5.007 (5.070)] 2024-10-12 05:24:59,264 - Test (net): 100.00% [50/50] [batch_t 0.057 (0.149)] [top1_cnt 34303] [top5_cnt 44588] [top_all 50000] 2024-10-12 05:24:59,264 - net: 68.606 (89.176) 2024-10-12 05:25:07,644 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.152)] [top1_cnt 37303] [top5_cnt 46033] [top_all 50000] 2024-10-12 05:25:07,645 - net_E: 74.606 (92.066) 2024-10-12 05:25:07,872 - Max [top1: 69.046 (epoch: 90)] [top1-ema: 74.606 (epoch: 105)] 2024-10-12 05:25:07,873 - ==> Total time: 8:47:00 Eta: 3 days, 2:52:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:25:34,759 - Train: 10.50% [131400/1251000] [105.0/1000.0] [batch_t 0.212 (0.235)] [data_t 0.009] [optim_t 0.202] [lr 0.002920] [CE 4.590 (4.535)] [KD 5.072 (4.950)] 2024-10-12 05:25:46,223 - Train: 10.51% [131450/1251000] [105.1/1000.0] [batch_t 0.235 (0.229)] [data_t 0.009] [optim_t 0.225] [lr 0.002920] [CE 4.526 (4.525)] [KD 5.098 (5.003)] 2024-10-12 05:25:57,904 - Train: 10.51% [131500/1251000] [105.1/1000.0] [batch_t 0.228 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.002920] [CE 4.413 (4.528)] [KD 4.960 (5.007)] 2024-10-12 05:26:09,272 - Train: 10.52% [131550/1251000] [105.2/1000.0] [batch_t 0.237 (0.227)] [data_t 0.010] [optim_t 0.227] [lr 0.002920] [CE 4.852 (4.639)] [KD 5.282 (5.073)] 2024-10-12 05:26:20,572 - Train: 10.52% [131600/1251000] [105.2/1000.0] [batch_t 0.219 (0.226)] [data_t 0.007] [optim_t 0.212] [lr 0.002920] [CE 4.194 (4.549)] [KD 5.043 (5.041)] 2024-10-12 05:26:32,479 - Train: 10.52% [131650/1251000] [105.2/1000.0] [batch_t 0.223 (0.238)] [data_t 0.008] [optim_t 0.215] [lr 0.002920] [CE 4.499 (4.566)] [KD 5.060 (5.061)] 2024-10-12 05:26:44,229 - Train: 10.53% [131700/1251000] [105.3/1000.0] [batch_t 0.229 (0.235)] [data_t 0.007] [optim_t 0.222] [lr 0.002920] [CE 4.448 (4.551)] [KD 5.050 (5.019)] 2024-10-12 05:26:56,371 - Train: 10.53% [131750/1251000] [105.3/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.002919] [CE 4.720 (4.619)] [KD 4.995 (5.103)] 2024-10-12 05:27:07,752 - Train: 10.54% [131800/1251000] [105.4/1000.0] [batch_t 0.228 (0.227)] [data_t 0.009] [optim_t 0.218] [lr 0.002919] [CE 4.562 (4.502)] [KD 5.164 (5.012)] 2024-10-12 05:27:19,162 - Train: 10.54% [131850/1251000] [105.4/1000.0] [batch_t 0.222 (0.228)] [data_t 0.010] [optim_t 0.212] [lr 0.002919] [CE 5.049 (4.628)] [KD 5.606 (5.149)] 2024-10-12 05:27:31,118 - Train: 10.54% [131900/1251000] [105.4/1000.0] [batch_t 0.222 (0.239)] [data_t 0.007] [optim_t 0.215] [lr 0.002919] [CE 4.777 (4.540)] [KD 5.251 (5.081)] 2024-10-12 05:27:42,721 - Train: 10.55% [131950/1251000] [105.5/1000.0] [batch_t 0.218 (0.232)] [data_t 0.007] [optim_t 0.211] [lr 0.002919] [CE 5.010 (4.579)] [KD 5.194 (5.051)] 2024-10-12 05:27:54,290 - Train: 10.55% [132000/1251000] [105.5/1000.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.217] [lr 0.002919] [CE 5.060 (4.602)] [KD 5.006 (5.014)] 2024-10-12 05:28:06,186 - Train: 10.56% [132050/1251000] [105.6/1000.0] [batch_t 0.534 (0.238)] [data_t 0.009] [optim_t 0.525] [lr 0.002919] [CE 4.341 (4.549)] [KD 5.429 (5.122)] 2024-10-12 05:28:18,340 - Train: 10.56% [132100/1251000] [105.6/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.002919] [CE 4.652 (4.572)] [KD 5.584 (5.083)] 2024-10-12 05:28:29,704 - Train: 10.56% [132150/1251000] [105.6/1000.0] [batch_t 0.227 (0.227)] [data_t 0.009] [optim_t 0.218] [lr 0.002919] [CE 4.521 (4.564)] [KD 5.388 (5.064)] 2024-10-12 05:28:41,420 - Train: 10.57% [132200/1251000] [105.7/1000.0] [batch_t 0.222 (0.234)] [data_t 0.008] [optim_t 0.214] [lr 0.002919] [CE 4.691 (4.592)] [KD 4.889 (5.112)] 2024-10-12 05:28:52,708 - Train: 10.57% [132250/1251000] [105.7/1000.0] [batch_t 0.232 (0.226)] [data_t 0.009] [optim_t 0.223] [lr 0.002919] [CE 3.940 (4.549)] [KD 4.585 (5.107)] 2024-10-12 05:29:04,526 - Train: 10.58% [132300/1251000] [105.8/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.002919] [CE 4.747 (4.645)] [KD 5.687 (5.164)] 2024-10-12 05:29:16,265 - Train: 10.58% [132350/1251000] [105.8/1000.0] [batch_t 0.228 (0.235)] [data_t 0.008] [optim_t 0.219] [lr 0.002919] [CE 4.343 (4.543)] [KD 4.924 (5.048)] 2024-10-12 05:29:28,406 - Train: 10.58% [132400/1251000] [105.8/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.002919] [CE 4.202 (4.638)] [KD 4.960 (5.118)] 2024-10-12 05:29:39,981 - Train: 10.59% [132450/1251000] [105.9/1000.0] [batch_t 0.245 (0.231)] [data_t 0.006] [optim_t 0.239] [lr 0.002919] [CE 4.493 (4.612)] [KD 4.990 (4.965)] 2024-10-12 05:29:51,978 - Train: 10.59% [132500/1251000] [105.9/1000.0] [batch_t 0.224 (0.240)] [data_t 0.010] [optim_t 0.214] [lr 0.002919] [CE 4.593 (4.645)] [KD 5.213 (5.152)] 2024-10-12 05:30:03,271 - Train: 10.60% [132550/1251000] [106.0/1000.0] [batch_t 0.223 (0.226)] [data_t 0.009] [optim_t 0.214] [lr 0.002918] [CE 3.924 (4.593)] [KD 5.154 (5.101)] 2024-10-12 05:30:14,643 - Train: 10.60% [132600/1251000] [106.0/1000.0] [batch_t 0.376 (0.227)] [data_t 0.008] [optim_t 0.368] [lr 0.002918] [CE 4.552 (4.588)] [KD 4.917 (5.059)] 2024-10-12 05:30:15,890 - ==> Total time: 8:52:08 Eta: 3 days, 2:48:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:30:30,200 - Train: 10.60% [132650/1251000] [106.0/1000.0] [batch_t 0.221 (0.260)] [data_t 0.009] [optim_t 0.213] [lr 0.002918] [CE 4.515 (4.619)] [KD 4.860 (5.060)] 2024-10-12 05:30:42,263 - Train: 10.61% [132700/1251000] [106.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.011] [optim_t 0.222] [lr 0.002918] [CE 4.588 (4.515)] [KD 5.003 (4.966)] 2024-10-12 05:30:53,934 - Train: 10.61% [132750/1251000] [106.1/1000.0] [batch_t 0.238 (0.233)] [data_t 0.009] [optim_t 0.229] [lr 0.002918] [CE 4.631 (4.571)] [KD 5.133 (4.969)] 2024-10-12 05:31:05,828 - Train: 10.62% [132800/1251000] [106.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.010] [optim_t 0.223] [lr 0.002918] [CE 4.733 (4.556)] [KD 5.220 (5.059)] 2024-10-12 05:31:17,756 - Train: 10.62% [132850/1251000] [106.2/1000.0] [batch_t 0.221 (0.238)] [data_t 0.007] [optim_t 0.214] [lr 0.002918] [CE 5.193 (4.597)] [KD 5.377 (5.035)] 2024-10-12 05:31:29,596 - Train: 10.62% [132900/1251000] [106.2/1000.0] [batch_t 0.224 (0.237)] [data_t 0.006] [optim_t 0.217] [lr 0.002918] [CE 4.850 (4.533)] [KD 4.878 (5.033)] 2024-10-12 05:31:41,446 - Train: 10.63% [132950/1251000] [106.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.007] [optim_t 0.227] [lr 0.002918] [CE 4.860 (4.583)] [KD 5.260 (5.014)] 2024-10-12 05:31:53,347 - Train: 10.63% [133000/1251000] [106.3/1000.0] [batch_t 0.216 (0.238)] [data_t 0.007] [optim_t 0.209] [lr 0.002918] [CE 4.488 (4.480)] [KD 4.599 (4.931)] 2024-10-12 05:32:04,929 - Train: 10.64% [133050/1251000] [106.4/1000.0] [batch_t 0.224 (0.231)] [data_t 0.006] [optim_t 0.217] [lr 0.002918] [CE 4.626 (4.531)] [KD 5.150 (5.013)] 2024-10-12 05:32:16,531 - Train: 10.64% [133100/1251000] [106.4/1000.0] [batch_t 0.234 (0.232)] [data_t 0.006] [optim_t 0.228] [lr 0.002918] [CE 4.814 (4.580)] [KD 5.266 (5.056)] 2024-10-12 05:32:28,721 - Train: 10.64% [133150/1251000] [106.4/1000.0] [batch_t 0.228 (0.244)] [data_t 0.006] [optim_t 0.222] [lr 0.002918] [CE 4.839 (4.556)] [KD 4.965 (5.032)] 2024-10-12 05:32:40,250 - Train: 10.65% [133200/1251000] [106.5/1000.0] [batch_t 0.225 (0.230)] [data_t 0.008] [optim_t 0.216] [lr 0.002918] [CE 4.481 (4.609)] [KD 4.903 (5.045)] 2024-10-12 05:32:51,707 - Train: 10.65% [133250/1251000] [106.5/1000.0] [batch_t 0.219 (0.229)] [data_t 0.008] [optim_t 0.211] [lr 0.002918] [CE 4.871 (4.635)] [KD 4.966 (5.067)] 2024-10-12 05:33:03,646 - Train: 10.66% [133300/1251000] [106.6/1000.0] [batch_t 0.221 (0.239)] [data_t 0.007] [optim_t 0.214] [lr 0.002918] [CE 4.855 (4.623)] [KD 5.190 (5.031)] 2024-10-12 05:33:15,178 - Train: 10.66% [133350/1251000] [106.6/1000.0] [batch_t 0.223 (0.230)] [data_t 0.007] [optim_t 0.216] [lr 0.002918] [CE 4.604 (4.640)] [KD 4.892 (5.048)] 2024-10-12 05:33:26,620 - Train: 10.66% [133400/1251000] [106.6/1000.0] [batch_t 0.222 (0.229)] [data_t 0.007] [optim_t 0.215] [lr 0.002917] [CE 4.426 (4.558)] [KD 5.062 (5.123)] 2024-10-12 05:33:38,657 - Train: 10.67% [133450/1251000] [106.7/1000.0] [batch_t 0.222 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.002917] [CE 4.689 (4.548)] [KD 5.230 (5.071)] 2024-10-12 05:33:49,875 - Train: 10.67% [133500/1251000] [106.7/1000.0] [batch_t 0.223 (0.224)] [data_t 0.007] [optim_t 0.216] [lr 0.002917] [CE 4.436 (4.598)] [KD 4.795 (5.105)] 2024-10-12 05:34:01,706 - Train: 10.68% [133550/1251000] [106.8/1000.0] [batch_t 0.216 (0.236)] [data_t 0.007] [optim_t 0.209] [lr 0.002917] [CE 4.849 (4.668)] [KD 5.256 (5.111)] 2024-10-12 05:34:13,888 - Train: 10.68% [133600/1251000] [106.8/1000.0] [batch_t 0.221 (0.243)] [data_t 0.005] [optim_t 0.216] [lr 0.002917] [CE 5.069 (4.518)] [KD 5.104 (4.963)] 2024-10-12 05:34:25,235 - Train: 10.68% [133650/1251000] [106.8/1000.0] [batch_t 0.226 (0.227)] [data_t 0.007] [optim_t 0.219] [lr 0.002917] [CE 4.420 (4.601)] [KD 5.523 (5.096)] 2024-10-12 05:34:36,901 - Train: 10.69% [133700/1251000] [106.9/1000.0] [batch_t 0.220 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.002917] [CE 5.244 (4.592)] [KD 5.655 (5.096)] 2024-10-12 05:34:48,501 - Train: 10.69% [133750/1251000] [106.9/1000.0] [batch_t 0.228 (0.232)] [data_t 0.007] [optim_t 0.221] [lr 0.002917] [CE 4.512 (4.570)] [KD 4.948 (5.070)] 2024-10-12 05:35:00,128 - Train: 10.70% [133800/1251000] [107.0/1000.0] [batch_t 0.237 (0.232)] [data_t 0.007] [optim_t 0.230] [lr 0.002917] [CE 4.832 (4.574)] [KD 5.179 (5.081)] 2024-10-12 05:35:12,083 - Train: 10.70% [133850/1251000] [107.0/1000.0] [batch_t 0.211 (0.239)] [data_t 0.009] [optim_t 0.202] [lr 0.002917] [CE 4.868 (4.549)] [KD 5.088 (5.005)] 2024-10-12 05:35:13,606 - ==> Total time: 8:57:06 Eta: 3 days, 2:42:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:35:27,591 - Train: 10.70% [133900/1251000] [107.0/1000.0] [batch_t 0.241 (0.255)] [data_t 0.009] [optim_t 0.233] [lr 0.002917] [CE 4.693 (4.496)] [KD 5.101 (5.061)] 2024-10-12 05:35:38,795 - Train: 10.71% [133950/1251000] [107.1/1000.0] [batch_t 0.219 (0.224)] [data_t 0.010] [optim_t 0.209] [lr 0.002917] [CE 4.597 (4.667)] [KD 5.053 (5.093)] 2024-10-12 05:35:50,159 - Train: 10.71% [134000/1251000] [107.1/1000.0] [batch_t 0.225 (0.227)] [data_t 0.009] [optim_t 0.216] [lr 0.002917] [CE 4.056 (4.544)] [KD 4.526 (5.066)] 2024-10-12 05:36:01,706 - Train: 10.72% [134050/1251000] [107.2/1000.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.002917] [CE 4.774 (4.559)] [KD 4.948 (4.988)] 2024-10-12 05:36:13,382 - Train: 10.72% [134100/1251000] [107.2/1000.0] [batch_t 0.216 (0.233)] [data_t 0.011] [optim_t 0.206] [lr 0.002917] [CE 4.266 (4.585)] [KD 5.020 (5.007)] 2024-10-12 05:36:24,761 - Train: 10.72% [134150/1251000] [107.2/1000.0] [batch_t 0.228 (0.227)] [data_t 0.009] [optim_t 0.219] [lr 0.002917] [CE 4.331 (4.532)] [KD 4.983 (5.039)] 2024-10-12 05:36:36,513 - Train: 10.73% [134200/1251000] [107.3/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.002916] [CE 3.957 (4.564)] [KD 4.565 (5.051)] 2024-10-12 05:36:48,041 - Train: 10.73% [134250/1251000] [107.3/1000.0] [batch_t 0.210 (0.230)] [data_t 0.010] [optim_t 0.200] [lr 0.002916] [CE 4.923 (4.573)] [KD 5.295 (4.985)] 2024-10-12 05:36:59,403 - Train: 10.74% [134300/1251000] [107.4/1000.0] [batch_t 0.220 (0.227)] [data_t 0.010] [optim_t 0.210] [lr 0.002916] [CE 4.764 (4.585)] [KD 5.195 (5.063)] 2024-10-12 05:37:10,980 - Train: 10.74% [134350/1251000] [107.4/1000.0] [batch_t 0.221 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.002916] [CE 4.237 (4.552)] [KD 4.784 (5.089)] 2024-10-12 05:37:22,542 - Train: 10.74% [134400/1251000] [107.4/1000.0] [batch_t 0.247 (0.231)] [data_t 0.009] [optim_t 0.238] [lr 0.002916] [CE 4.522 (4.570)] [KD 4.990 (4.958)] 2024-10-12 05:37:34,118 - Train: 10.75% [134450/1251000] [107.5/1000.0] [batch_t 0.225 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.002916] [CE 4.501 (4.620)] [KD 5.001 (5.081)] 2024-10-12 05:37:45,838 - Train: 10.75% [134500/1251000] [107.5/1000.0] [batch_t 0.215 (0.234)] [data_t 0.009] [optim_t 0.206] [lr 0.002916] [CE 4.769 (4.513)] [KD 5.116 (4.985)] 2024-10-12 05:37:57,298 - Train: 10.76% [134550/1251000] [107.6/1000.0] [batch_t 0.231 (0.229)] [data_t 0.009] [optim_t 0.223] [lr 0.002916] [CE 4.689 (4.541)] [KD 5.103 (5.017)] 2024-10-12 05:38:08,778 - Train: 10.76% [134600/1251000] [107.6/1000.0] [batch_t 0.236 (0.229)] [data_t 0.010] [optim_t 0.226] [lr 0.002916] [CE 3.960 (4.580)] [KD 4.813 (5.117)] 2024-10-12 05:38:20,235 - Train: 10.76% [134650/1251000] [107.6/1000.0] [batch_t 0.382 (0.229)] [data_t 0.008] [optim_t 0.373] [lr 0.002916] [CE 4.829 (4.570)] [KD 5.027 (5.124)] 2024-10-12 05:38:32,088 - Train: 10.77% [134700/1251000] [107.7/1000.0] [batch_t 0.221 (0.237)] [data_t 0.010] [optim_t 0.211] [lr 0.002916] [CE 4.681 (4.556)] [KD 5.144 (5.049)] 2024-10-12 05:38:43,426 - Train: 10.77% [134750/1251000] [107.7/1000.0] [batch_t 0.228 (0.227)] [data_t 0.007] [optim_t 0.222] [lr 0.002916] [CE 4.566 (4.587)] [KD 5.021 (5.093)] 2024-10-12 05:38:54,689 - Train: 10.78% [134800/1251000] [107.8/1000.0] [batch_t 0.220 (0.225)] [data_t 0.011] [optim_t 0.208] [lr 0.002916] [CE 4.523 (4.625)] [KD 5.142 (5.128)] 2024-10-12 05:39:06,395 - Train: 10.78% [134850/1251000] [107.8/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.002916] [CE 3.790 (4.552)] [KD 4.846 (5.109)] 2024-10-12 05:39:18,253 - Train: 10.78% [134900/1251000] [107.8/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.213] [lr 0.002916] [CE 4.757 (4.547)] [KD 5.137 (5.091)] 2024-10-12 05:39:29,774 - Train: 10.79% [134950/1251000] [107.9/1000.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.002916] [CE 4.630 (4.613)] [KD 4.973 (5.124)] 2024-10-12 05:39:41,603 - Train: 10.79% [135000/1251000] [107.9/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.002915] [CE 4.452 (4.569)] [KD 4.931 (5.092)] 2024-10-12 05:39:53,165 - Train: 10.80% [135050/1251000] [108.0/1000.0] [batch_t 0.233 (0.231)] [data_t 0.007] [optim_t 0.226] [lr 0.002915] [CE 3.746 (4.549)] [KD 4.713 (5.013)] 2024-10-12 05:40:04,637 - Train: 10.80% [135100/1251000] [108.0/1000.0] [batch_t 0.222 (0.229)] [data_t 0.008] [optim_t 0.214] [lr 0.002915] [CE 4.165 (4.584)] [KD 5.103 (5.128)] 2024-10-12 05:40:06,399 - ==> Total time: 9:01:59 Eta: 3 days, 2:36:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:40:19,553 - Train: 10.80% [135150/1251000] [108.0/1000.0] [batch_t 0.224 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.002915] [CE 4.680 (4.506)] [KD 5.128 (4.953)] 2024-10-12 05:40:30,774 - Train: 10.81% [135200/1251000] [108.1/1000.0] [batch_t 0.222 (0.224)] [data_t 0.010] [optim_t 0.212] [lr 0.002915] [CE 4.464 (4.527)] [KD 4.866 (4.964)] 2024-10-12 05:40:42,686 - Train: 10.81% [135250/1251000] [108.1/1000.0] [batch_t 0.215 (0.238)] [data_t 0.008] [optim_t 0.207] [lr 0.002915] [CE 4.699 (4.557)] [KD 5.311 (5.066)] 2024-10-12 05:40:54,365 - Train: 10.82% [135300/1251000] [108.2/1000.0] [batch_t 0.217 (0.233)] [data_t 0.009] [optim_t 0.208] [lr 0.002915] [CE 4.199 (4.558)] [KD 4.923 (5.038)] 2024-10-12 05:41:05,884 - Train: 10.82% [135350/1251000] [108.2/1000.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.221] [lr 0.002915] [CE 4.736 (4.558)] [KD 5.116 (5.015)] 2024-10-12 05:41:17,421 - Train: 10.82% [135400/1251000] [108.2/1000.0] [batch_t 0.234 (0.231)] [data_t 0.007] [optim_t 0.227] [lr 0.002915] [CE 4.155 (4.587)] [KD 5.132 (5.093)] 2024-10-12 05:41:29,168 - Train: 10.83% [135450/1251000] [108.3/1000.0] [batch_t 0.238 (0.235)] [data_t 0.008] [optim_t 0.230] [lr 0.002915] [CE 4.293 (4.535)] [KD 5.072 (5.019)] 2024-10-12 05:41:40,612 - Train: 10.83% [135500/1251000] [108.3/1000.0] [batch_t 0.232 (0.229)] [data_t 0.006] [optim_t 0.226] [lr 0.002915] [CE 4.257 (4.552)] [KD 4.933 (5.014)] 2024-10-12 05:41:52,441 - Train: 10.84% [135550/1251000] [108.4/1000.0] [batch_t 0.239 (0.236)] [data_t 0.007] [optim_t 0.233] [lr 0.002915] [CE 4.972 (4.599)] [KD 5.187 (5.036)] 2024-10-12 05:42:04,143 - Train: 10.84% [135600/1251000] [108.4/1000.0] [batch_t 0.228 (0.234)] [data_t 0.006] [optim_t 0.222] [lr 0.002915] [CE 4.947 (4.587)] [KD 5.147 (5.039)] 2024-10-12 05:42:15,934 - Train: 10.84% [135650/1251000] [108.4/1000.0] [batch_t 0.223 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.002915] [CE 4.324 (4.597)] [KD 5.059 (5.063)] 2024-10-12 05:42:27,711 - Train: 10.85% [135700/1251000] [108.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.007] [optim_t 0.226] [lr 0.002915] [CE 4.454 (4.467)] [KD 4.968 (4.970)] 2024-10-12 05:42:39,211 - Train: 10.85% [135750/1251000] [108.5/1000.0] [batch_t 0.222 (0.230)] [data_t 0.007] [optim_t 0.215] [lr 0.002915] [CE 5.137 (4.504)] [KD 5.475 (4.994)] 2024-10-12 05:42:50,897 - Train: 10.86% [135800/1251000] [108.6/1000.0] [batch_t 0.228 (0.234)] [data_t 0.007] [optim_t 0.221] [lr 0.002914] [CE 4.027 (4.509)] [KD 4.661 (5.091)] 2024-10-12 05:43:02,278 - Train: 10.86% [135850/1251000] [108.6/1000.0] [batch_t 0.223 (0.227)] [data_t 0.007] [optim_t 0.216] [lr 0.002914] [CE 4.948 (4.574)] [KD 5.461 (5.087)] 2024-10-12 05:43:13,973 - Train: 10.86% [135900/1251000] [108.6/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002914] [CE 4.365 (4.598)] [KD 4.943 (5.054)] 2024-10-12 05:43:25,701 - Train: 10.87% [135950/1251000] [108.7/1000.0] [batch_t 0.244 (0.234)] [data_t 0.007] [optim_t 0.237] [lr 0.002914] [CE 4.012 (4.532)] [KD 4.631 (4.958)] 2024-10-12 05:43:37,205 - Train: 10.87% [136000/1251000] [108.7/1000.0] [batch_t 0.214 (0.230)] [data_t 0.007] [optim_t 0.207] [lr 0.002914] [CE 4.542 (4.500)] [KD 4.579 (5.019)] 2024-10-12 05:43:48,630 - Train: 10.88% [136050/1251000] [108.8/1000.0] [batch_t 0.217 (0.228)] [data_t 0.008] [optim_t 0.209] [lr 0.002914] [CE 4.123 (4.527)] [KD 4.957 (5.018)] 2024-10-12 05:44:00,298 - Train: 10.88% [136100/1251000] [108.8/1000.0] [batch_t 0.215 (0.233)] [data_t 0.007] [optim_t 0.208] [lr 0.002914] [CE 4.577 (4.598)] [KD 5.100 (5.116)] 2024-10-12 05:44:11,929 - Train: 10.88% [136150/1251000] [108.8/1000.0] [batch_t 0.233 (0.232)] [data_t 0.008] [optim_t 0.226] [lr 0.002914] [CE 4.908 (4.638)] [KD 5.098 (5.138)] 2024-10-12 05:44:23,572 - Train: 10.89% [136200/1251000] [108.9/1000.0] [batch_t 0.224 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.002914] [CE 4.651 (4.564)] [KD 5.082 (5.088)] 2024-10-12 05:44:35,597 - Train: 10.89% [136250/1251000] [108.9/1000.0] [batch_t 0.226 (0.240)] [data_t 0.007] [optim_t 0.219] [lr 0.002914] [CE 4.492 (4.565)] [KD 5.287 (5.110)] 2024-10-12 05:44:47,346 - Train: 10.90% [136300/1251000] [109.0/1000.0] [batch_t 0.256 (0.235)] [data_t 0.006] [optim_t 0.250] [lr 0.002914] [CE 5.047 (4.567)] [KD 5.011 (5.056)] 2024-10-12 05:44:58,656 - Train: 10.90% [136350/1251000] [109.0/1000.0] [batch_t 0.204 (0.226)] [data_t 0.007] [optim_t 0.197] [lr 0.002914] [CE 4.365 (4.556)] [KD 4.965 (5.103)] 2024-10-12 05:45:00,484 - ==> Total time: 9:06:53 Eta: 3 days, 2:30:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:45:13,831 - Train: 10.90% [136400/1251000] [109.0/1000.0] [batch_t 0.234 (0.258)] [data_t 0.008] [optim_t 0.226] [lr 0.002914] [CE 4.705 (4.539)] [KD 5.199 (4.938)] 2024-10-12 05:45:25,644 - Train: 10.91% [136450/1251000] [109.1/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.002914] [CE 4.403 (4.641)] [KD 4.898 (4.987)] 2024-10-12 05:45:37,067 - Train: 10.91% [136500/1251000] [109.1/1000.0] [batch_t 0.233 (0.228)] [data_t 0.009] [optim_t 0.225] [lr 0.002914] [CE 4.664 (4.490)] [KD 5.153 (4.993)] 2024-10-12 05:45:48,821 - Train: 10.92% [136550/1251000] [109.2/1000.0] [batch_t 0.229 (0.235)] [data_t 0.007] [optim_t 0.222] [lr 0.002914] [CE 3.601 (4.559)] [KD 4.980 (4.989)] 2024-10-12 05:46:00,744 - Train: 10.92% [136600/1251000] [109.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.010] [optim_t 0.225] [lr 0.002913] [CE 4.791 (4.510)] [KD 4.983 (5.029)] 2024-10-12 05:46:12,239 - Train: 10.92% [136650/1251000] [109.2/1000.0] [batch_t 0.223 (0.230)] [data_t 0.008] [optim_t 0.215] [lr 0.002913] [CE 4.382 (4.549)] [KD 4.925 (4.983)] 2024-10-12 05:46:23,641 - Train: 10.93% [136700/1251000] [109.3/1000.0] [batch_t 0.220 (0.228)] [data_t 0.008] [optim_t 0.212] [lr 0.002913] [CE 4.665 (4.532)] [KD 5.036 (4.955)] 2024-10-12 05:46:35,327 - Train: 10.93% [136750/1251000] [109.3/1000.0] [batch_t 0.231 (0.234)] [data_t 0.010] [optim_t 0.221] [lr 0.002913] [CE 3.990 (4.593)] [KD 5.031 (5.018)] 2024-10-12 05:46:46,952 - Train: 10.94% [136800/1251000] [109.4/1000.0] [batch_t 0.219 (0.232)] [data_t 0.007] [optim_t 0.212] [lr 0.002913] [CE 4.755 (4.627)] [KD 5.007 (5.149)] 2024-10-12 05:46:58,735 - Train: 10.94% [136850/1251000] [109.4/1000.0] [batch_t 0.225 (0.235)] [data_t 0.006] [optim_t 0.219] [lr 0.002913] [CE 5.237 (4.604)] [KD 5.227 (5.101)] 2024-10-12 05:47:10,853 - Train: 10.94% [136900/1251000] [109.4/1000.0] [batch_t 0.218 (0.242)] [data_t 0.007] [optim_t 0.211] [lr 0.002913] [CE 4.058 (4.483)] [KD 4.849 (4.968)] 2024-10-12 05:47:22,322 - Train: 10.95% [136950/1251000] [109.5/1000.0] [batch_t 0.231 (0.229)] [data_t 0.007] [optim_t 0.224] [lr 0.002913] [CE 4.727 (4.504)] [KD 4.708 (4.946)] 2024-10-12 05:47:34,032 - Train: 10.95% [137000/1251000] [109.5/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.002913] [CE 4.590 (4.609)] [KD 5.108 (5.084)] 2024-10-12 05:47:45,853 - Train: 10.96% [137050/1251000] [109.6/1000.0] [batch_t 0.223 (0.236)] [data_t 0.010] [optim_t 0.213] [lr 0.002913] [CE 4.680 (4.564)] [KD 5.067 (5.086)] 2024-10-12 05:47:57,011 - Train: 10.96% [137100/1251000] [109.6/1000.0] [batch_t 0.219 (0.223)] [data_t 0.009] [optim_t 0.210] [lr 0.002913] [CE 4.610 (4.497)] [KD 4.695 (4.928)] 2024-10-12 05:48:08,668 - Train: 10.96% [137150/1251000] [109.6/1000.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.210] [lr 0.002913] [CE 4.758 (4.589)] [KD 5.059 (5.010)] 2024-10-12 05:48:20,537 - Train: 10.97% [137200/1251000] [109.7/1000.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.002913] [CE 4.130 (4.599)] [KD 4.850 (5.065)] 2024-10-12 05:48:32,219 - Train: 10.97% [137250/1251000] [109.7/1000.0] [batch_t 0.222 (0.233)] [data_t 0.010] [optim_t 0.212] [lr 0.002913] [CE 4.710 (4.495)] [KD 5.099 (5.015)] 2024-10-12 05:48:43,574 - Train: 10.98% [137300/1251000] [109.8/1000.0] [batch_t 0.215 (0.227)] [data_t 0.009] [optim_t 0.206] [lr 0.002913] [CE 4.324 (4.575)] [KD 4.659 (5.032)] 2024-10-12 05:48:55,149 - Train: 10.98% [137350/1251000] [109.8/1000.0] [batch_t 0.228 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.002913] [CE 4.873 (4.623)] [KD 5.145 (5.069)] 2024-10-12 05:49:06,902 - Train: 10.98% [137400/1251000] [109.8/1000.0] [batch_t 0.228 (0.235)] [data_t 0.006] [optim_t 0.222] [lr 0.002912] [CE 4.571 (4.596)] [KD 5.059 (5.032)] 2024-10-12 05:49:18,621 - Train: 10.99% [137450/1251000] [109.9/1000.0] [batch_t 0.222 (0.234)] [data_t 0.007] [optim_t 0.215] [lr 0.002912] [CE 4.750 (4.566)] [KD 5.281 (5.093)] 2024-10-12 05:49:30,586 - Train: 10.99% [137500/1251000] [109.9/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.002912] [CE 4.462 (4.640)] [KD 4.885 (5.092)] 2024-10-12 05:49:42,453 - Train: 11.00% [137550/1251000] [110.0/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.002912] [CE 4.784 (4.542)] [KD 5.275 (5.014)] 2024-10-12 05:49:53,940 - Train: 11.00% [137600/1251000] [110.0/1000.0] [batch_t 0.204 (0.230)] [data_t 0.006] [optim_t 0.198] [lr 0.002912] [CE 4.890 (4.539)] [KD 5.280 (5.080)] 2024-10-12 05:50:03,906 - Test (net): 100.00% [50/50] [batch_t 0.179 (0.147)] [top1_cnt 34547] [top5_cnt 44691] [top_all 50000] 2024-10-12 05:50:03,906 - net: 69.094 (89.382) 2024-10-12 05:50:12,518 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.156)] [top1_cnt 37371] [top5_cnt 46079] [top_all 50000] 2024-10-12 05:50:12,518 - net_E: 74.742 (92.158) 2024-10-12 05:50:12,702 - Max [top1: 69.094 (epoch: 110)] [top1-ema: 74.742 (epoch: 110)] 2024-10-12 05:50:12,702 - ==> Total time: 9:12:05 Eta: 3 days, 2:26:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:50:39,909 - Train: 11.00% [137650/1251000] [110.0/1000.0] [batch_t 0.212 (0.250)] [data_t 0.008] [optim_t 0.204] [lr 0.002912] [CE 4.786 (4.483)] [KD 5.311 (4.925)] 2024-10-12 05:50:51,469 - Train: 11.01% [137700/1251000] [110.1/1000.0] [batch_t 0.209 (0.231)] [data_t 0.006] [optim_t 0.203] [lr 0.002912] [CE 4.739 (4.550)] [KD 5.277 (5.076)] 2024-10-12 05:51:02,941 - Train: 11.01% [137750/1251000] [110.1/1000.0] [batch_t 0.233 (0.229)] [data_t 0.006] [optim_t 0.227] [lr 0.002912] [CE 4.705 (4.597)] [KD 5.353 (5.043)] 2024-10-12 05:51:14,957 - Train: 11.02% [137800/1251000] [110.2/1000.0] [batch_t 0.380 (0.240)] [data_t 0.008] [optim_t 0.372] [lr 0.002912] [CE 4.541 (4.565)] [KD 4.791 (4.974)] 2024-10-12 05:51:26,669 - Train: 11.02% [137850/1251000] [110.2/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.002912] [CE 4.780 (4.554)] [KD 5.005 (4.912)] 2024-10-12 05:51:38,358 - Train: 11.02% [137900/1251000] [110.2/1000.0] [batch_t 0.224 (0.234)] [data_t 0.010] [optim_t 0.215] [lr 0.002912] [CE 4.899 (4.559)] [KD 4.976 (5.031)] 2024-10-12 05:51:49,975 - Train: 11.03% [137950/1251000] [110.3/1000.0] [batch_t 0.235 (0.232)] [data_t 0.007] [optim_t 0.228] [lr 0.002912] [CE 4.492 (4.560)] [KD 5.139 (5.013)] 2024-10-12 05:52:01,998 - Train: 11.03% [138000/1251000] [110.3/1000.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.002912] [CE 4.336 (4.567)] [KD 5.001 (5.054)] 2024-10-12 05:52:13,583 - Train: 11.04% [138050/1251000] [110.4/1000.0] [batch_t 0.221 (0.232)] [data_t 0.007] [optim_t 0.214] [lr 0.002912] [CE 5.032 (4.538)] [KD 4.968 (5.040)] 2024-10-12 05:52:24,945 - Train: 11.04% [138100/1251000] [110.4/1000.0] [batch_t 0.223 (0.227)] [data_t 0.009] [optim_t 0.214] [lr 0.002912] [CE 5.045 (4.583)] [KD 5.008 (5.027)] 2024-10-12 05:52:36,887 - Train: 11.04% [138150/1251000] [110.4/1000.0] [batch_t 0.217 (0.239)] [data_t 0.010] [optim_t 0.207] [lr 0.002912] [CE 4.588 (4.582)] [KD 5.093 (5.032)] 2024-10-12 05:52:48,573 - Train: 11.05% [138200/1251000] [110.5/1000.0] [batch_t 0.224 (0.234)] [data_t 0.010] [optim_t 0.214] [lr 0.002911] [CE 5.077 (4.570)] [KD 5.585 (5.089)] 2024-10-12 05:52:59,831 - Train: 11.05% [138250/1251000] [110.5/1000.0] [batch_t 0.265 (0.225)] [data_t 0.006] [optim_t 0.259] [lr 0.002911] [CE 4.804 (4.588)] [KD 5.231 (5.008)] 2024-10-12 05:53:11,963 - Train: 11.06% [138300/1251000] [110.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.002911] [CE 4.593 (4.531)] [KD 4.944 (5.064)] 2024-10-12 05:53:23,668 - Train: 11.06% [138350/1251000] [110.6/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.222] [lr 0.002911] [CE 4.603 (4.610)] [KD 5.228 (4.990)] 2024-10-12 05:53:35,364 - Train: 11.06% [138400/1251000] [110.6/1000.0] [batch_t 0.231 (0.234)] [data_t 0.007] [optim_t 0.224] [lr 0.002911] [CE 4.445 (4.549)] [KD 5.136 (4.981)] 2024-10-12 05:53:47,489 - Train: 11.07% [138450/1251000] [110.7/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.002911] [CE 4.623 (4.613)] [KD 5.326 (5.024)] 2024-10-12 05:53:58,906 - Train: 11.07% [138500/1251000] [110.7/1000.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.217] [lr 0.002911] [CE 4.826 (4.553)] [KD 4.914 (4.968)] 2024-10-12 05:54:10,308 - Train: 11.08% [138550/1251000] [110.8/1000.0] [batch_t 0.236 (0.228)] [data_t 0.009] [optim_t 0.228] [lr 0.002911] [CE 4.337 (4.570)] [KD 5.139 (5.023)] 2024-10-12 05:54:22,796 - Train: 11.08% [138600/1251000] [110.8/1000.0] [batch_t 0.217 (0.250)] [data_t 0.007] [optim_t 0.210] [lr 0.002911] [CE 4.240 (4.578)] [KD 4.958 (5.104)] 2024-10-12 05:54:34,630 - Train: 11.08% [138650/1251000] [110.8/1000.0] [batch_t 0.217 (0.237)] [data_t 0.009] [optim_t 0.207] [lr 0.002911] [CE 4.526 (4.512)] [KD 4.865 (5.024)] 2024-10-12 05:54:45,856 - Train: 11.09% [138700/1251000] [110.9/1000.0] [batch_t 0.230 (0.224)] [data_t 0.010] [optim_t 0.219] [lr 0.002911] [CE 4.445 (4.526)] [KD 4.646 (5.010)] 2024-10-12 05:54:57,799 - Train: 11.09% [138750/1251000] [110.9/1000.0] [batch_t 0.474 (0.239)] [data_t 0.007] [optim_t 0.466] [lr 0.002911] [CE 4.958 (4.616)] [KD 5.296 (5.076)] 2024-10-12 05:55:09,625 - Train: 11.10% [138800/1251000] [111.0/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.221] [lr 0.002911] [CE 4.396 (4.531)] [KD 5.037 (5.084)] 2024-10-12 05:55:20,732 - Train: 11.10% [138850/1251000] [111.0/1000.0] [batch_t 0.204 (0.222)] [data_t 0.007] [optim_t 0.197] [lr 0.002911] [CE 4.646 (4.521)] [KD 5.218 (5.101)] 2024-10-12 05:55:22,985 - ==> Total time: 9:17:15 Eta: 3 days, 2:23:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 05:55:35,842 - Train: 11.10% [138900/1251000] [111.0/1000.0] [batch_t 0.225 (0.260)] [data_t 0.007] [optim_t 0.217] [lr 0.002911] [CE 4.391 (4.582)] [KD 4.875 (4.998)] 2024-10-12 05:55:47,353 - Train: 11.11% [138950/1251000] [111.1/1000.0] [batch_t 0.224 (0.230)] [data_t 0.007] [optim_t 0.217] [lr 0.002911] [CE 4.592 (4.589)] [KD 5.018 (4.999)] 2024-10-12 05:55:58,900 - Train: 11.11% [139000/1251000] [111.1/1000.0] [batch_t 0.220 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.002910] [CE 4.189 (4.535)] [KD 4.809 (4.966)] 2024-10-12 05:56:10,560 - Train: 11.12% [139050/1251000] [111.2/1000.0] [batch_t 0.225 (0.233)] [data_t 0.010] [optim_t 0.215] [lr 0.002910] [CE 4.360 (4.542)] [KD 4.688 (4.983)] 2024-10-12 05:56:22,787 - Train: 11.12% [139100/1251000] [111.2/1000.0] [batch_t 0.223 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.002910] [CE 4.981 (4.601)] [KD 5.330 (5.009)] 2024-10-12 05:56:34,511 - Train: 11.12% [139150/1251000] [111.2/1000.0] [batch_t 0.217 (0.234)] [data_t 0.008] [optim_t 0.209] [lr 0.002910] [CE 4.368 (4.529)] [KD 5.114 (5.001)] 2024-10-12 05:56:46,165 - Train: 11.13% [139200/1251000] [111.3/1000.0] [batch_t 0.220 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.002910] [CE 4.358 (4.563)] [KD 5.202 (5.075)] 2024-10-12 05:56:57,592 - Train: 11.13% [139250/1251000] [111.3/1000.0] [batch_t 0.223 (0.228)] [data_t 0.006] [optim_t 0.217] [lr 0.002910] [CE 4.479 (4.613)] [KD 5.275 (5.065)] 2024-10-12 05:57:09,358 - Train: 11.14% [139300/1251000] [111.4/1000.0] [batch_t 0.229 (0.235)] [data_t 0.008] [optim_t 0.221] [lr 0.002910] [CE 4.665 (4.599)] [KD 4.669 (5.044)] 2024-10-12 05:57:21,527 - Train: 11.14% [139350/1251000] [111.4/1000.0] [batch_t 0.220 (0.243)] [data_t 0.008] [optim_t 0.212] [lr 0.002910] [CE 4.620 (4.604)] [KD 5.263 (5.030)] 2024-10-12 05:57:33,216 - Train: 11.14% [139400/1251000] [111.4/1000.0] [batch_t 0.212 (0.234)] [data_t 0.010] [optim_t 0.202] [lr 0.002910] [CE 4.758 (4.590)] [KD 5.278 (5.274)] 2024-10-12 05:57:44,368 - Train: 11.15% [139450/1251000] [111.5/1000.0] [batch_t 0.223 (0.223)] [data_t 0.009] [optim_t 0.214] [lr 0.002910] [CE 4.780 (4.582)] [KD 5.069 (5.009)] 2024-10-12 05:57:56,150 - Train: 11.15% [139500/1251000] [111.5/1000.0] [batch_t 0.215 (0.235)] [data_t 0.007] [optim_t 0.209] [lr 0.002910] [CE 4.955 (4.569)] [KD 4.996 (5.015)] 2024-10-12 05:58:07,819 - Train: 11.16% [139550/1251000] [111.6/1000.0] [batch_t 0.219 (0.233)] [data_t 0.008] [optim_t 0.211] [lr 0.002910] [CE 4.278 (4.499)] [KD 4.636 (4.919)] 2024-10-12 05:58:19,273 - Train: 11.16% [139600/1251000] [111.6/1000.0] [batch_t 0.221 (0.229)] [data_t 0.008] [optim_t 0.213] [lr 0.002910] [CE 4.679 (4.608)] [KD 5.065 (5.073)] 2024-10-12 05:58:31,008 - Train: 11.16% [139650/1251000] [111.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002910] [CE 4.743 (4.542)] [KD 5.188 (5.003)] 2024-10-12 05:58:43,186 - Train: 11.17% [139700/1251000] [111.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002910] [CE 4.123 (4.613)] [KD 4.722 (5.095)] 2024-10-12 05:58:54,597 - Train: 11.17% [139750/1251000] [111.7/1000.0] [batch_t 0.218 (0.228)] [data_t 0.010] [optim_t 0.208] [lr 0.002909] [CE 4.801 (4.610)] [KD 5.096 (5.073)] 2024-10-12 05:59:06,319 - Train: 11.18% [139800/1251000] [111.8/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002909] [CE 4.720 (4.570)] [KD 5.174 (4.998)] 2024-10-12 05:59:17,730 - Train: 11.18% [139850/1251000] [111.8/1000.0] [batch_t 0.239 (0.228)] [data_t 0.008] [optim_t 0.231] [lr 0.002909] [CE 4.182 (4.546)] [KD 4.697 (5.070)] 2024-10-12 05:59:29,632 - Train: 11.18% [139900/1251000] [111.8/1000.0] [batch_t 0.230 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.002909] [CE 4.391 (4.504)] [KD 4.908 (5.081)] 2024-10-12 05:59:41,429 - Train: 11.19% [139950/1251000] [111.9/1000.0] [batch_t 0.221 (0.236)] [data_t 0.008] [optim_t 0.212] [lr 0.002909] [CE 4.895 (4.603)] [KD 4.946 (5.065)] 2024-10-12 05:59:53,313 - Train: 11.19% [140000/1251000] [111.9/1000.0] [batch_t 0.227 (0.238)] [data_t 0.010] [optim_t 0.217] [lr 0.002909] [CE 4.897 (4.540)] [KD 5.142 (5.068)] 2024-10-12 06:00:04,560 - Train: 11.20% [140050/1251000] [112.0/1000.0] [batch_t 0.230 (0.225)] [data_t 0.008] [optim_t 0.222] [lr 0.002909] [CE 4.073 (4.580)] [KD 4.914 (5.009)] 2024-10-12 06:00:16,542 - Train: 11.20% [140100/1251000] [112.0/1000.0] [batch_t 0.212 (0.239)] [data_t 0.006] [optim_t 0.206] [lr 0.002909] [CE 4.444 (4.567)] [KD 5.034 (5.092)] 2024-10-12 06:00:19,070 - ==> Total time: 9:22:11 Eta: 3 days, 2:17:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:00:31,369 - Train: 11.20% [140150/1251000] [112.0/1000.0] [batch_t 0.216 (0.252)] [data_t 0.009] [optim_t 0.207] [lr 0.002909] [CE 4.871 (4.636)] [KD 4.973 (5.047)] 2024-10-12 06:00:42,753 - Train: 11.21% [140200/1251000] [112.1/1000.0] [batch_t 0.235 (0.228)] [data_t 0.008] [optim_t 0.227] [lr 0.002909] [CE 4.426 (4.539)] [KD 4.883 (4.974)] 2024-10-12 06:00:54,297 - Train: 11.21% [140250/1251000] [112.1/1000.0] [batch_t 0.222 (0.231)] [data_t 0.007] [optim_t 0.215] [lr 0.002909] [CE 4.483 (4.489)] [KD 5.070 (4.970)] 2024-10-12 06:01:05,459 - Train: 11.22% [140300/1251000] [112.2/1000.0] [batch_t 0.226 (0.223)] [data_t 0.007] [optim_t 0.220] [lr 0.002909] [CE 4.235 (4.550)] [KD 4.739 (4.965)] 2024-10-12 06:01:17,155 - Train: 11.22% [140350/1251000] [112.2/1000.0] [batch_t 0.220 (0.234)] [data_t 0.006] [optim_t 0.214] [lr 0.002909] [CE 4.338 (4.548)] [KD 4.743 (4.990)] 2024-10-12 06:01:28,928 - Train: 11.22% [140400/1251000] [112.2/1000.0] [batch_t 0.225 (0.235)] [data_t 0.007] [optim_t 0.218] [lr 0.002909] [CE 4.773 (4.618)] [KD 5.151 (5.041)] 2024-10-12 06:01:40,297 - Train: 11.23% [140450/1251000] [112.3/1000.0] [batch_t 0.217 (0.227)] [data_t 0.010] [optim_t 0.208] [lr 0.002909] [CE 4.320 (4.536)] [KD 4.999 (5.004)] 2024-10-12 06:01:51,582 - Train: 11.23% [140500/1251000] [112.3/1000.0] [batch_t 0.221 (0.226)] [data_t 0.008] [optim_t 0.213] [lr 0.002909] [CE 4.845 (4.517)] [KD 5.003 (5.008)] 2024-10-12 06:02:03,280 - Train: 11.24% [140550/1251000] [112.4/1000.0] [batch_t 0.406 (0.234)] [data_t 0.009] [optim_t 0.397] [lr 0.002908] [CE 4.271 (4.581)] [KD 4.659 (5.082)] 2024-10-12 06:02:14,533 - Train: 11.24% [140600/1251000] [112.4/1000.0] [batch_t 0.223 (0.225)] [data_t 0.009] [optim_t 0.213] [lr 0.002908] [CE 4.681 (4.534)] [KD 5.230 (5.006)] 2024-10-12 06:02:25,978 - Train: 11.24% [140650/1251000] [112.4/1000.0] [batch_t 0.228 (0.229)] [data_t 0.007] [optim_t 0.221] [lr 0.002908] [CE 4.472 (4.586)] [KD 5.344 (5.079)] 2024-10-12 06:02:37,526 - Train: 11.25% [140700/1251000] [112.5/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.002908] [CE 4.240 (4.517)] [KD 5.001 (4.981)] 2024-10-12 06:02:48,901 - Train: 11.25% [140750/1251000] [112.5/1000.0] [batch_t 0.223 (0.227)] [data_t 0.009] [optim_t 0.214] [lr 0.002908] [CE 4.783 (4.522)] [KD 5.341 (5.029)] 2024-10-12 06:03:00,265 - Train: 11.25% [140800/1251000] [112.5/1000.0] [batch_t 0.218 (0.227)] [data_t 0.010] [optim_t 0.209] [lr 0.002908] [CE 4.083 (4.595)] [KD 4.746 (5.096)] 2024-10-12 06:03:11,745 - Train: 11.26% [140850/1251000] [112.6/1000.0] [batch_t 0.227 (0.229)] [data_t 0.010] [optim_t 0.217] [lr 0.002908] [CE 4.920 (4.560)] [KD 5.072 (4.976)] 2024-10-12 06:03:23,330 - Train: 11.26% [140900/1251000] [112.6/1000.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.002908] [CE 4.639 (4.660)] [KD 4.940 (5.097)] 2024-10-12 06:03:34,983 - Train: 11.27% [140950/1251000] [112.7/1000.0] [batch_t 0.220 (0.233)] [data_t 0.008] [optim_t 0.212] [lr 0.002908] [CE 4.629 (4.662)] [KD 4.996 (5.109)] 2024-10-12 06:03:47,009 - Train: 11.27% [141000/1251000] [112.7/1000.0] [batch_t 0.217 (0.240)] [data_t 0.009] [optim_t 0.208] [lr 0.002908] [CE 5.147 (4.560)] [KD 5.319 (5.075)] 2024-10-12 06:03:58,267 - Train: 11.27% [141050/1251000] [112.7/1000.0] [batch_t 0.222 (0.225)] [data_t 0.007] [optim_t 0.215] [lr 0.002908] [CE 4.547 (4.592)] [KD 5.227 (5.097)] 2024-10-12 06:04:09,413 - Train: 11.28% [141100/1251000] [112.8/1000.0] [batch_t 0.227 (0.223)] [data_t 0.008] [optim_t 0.218] [lr 0.002908] [CE 4.257 (4.561)] [KD 5.161 (5.029)] 2024-10-12 06:04:20,874 - Train: 11.28% [141150/1251000] [112.8/1000.0] [batch_t 0.221 (0.229)] [data_t 0.008] [optim_t 0.213] [lr 0.002908] [CE 4.619 (4.586)] [KD 5.122 (5.046)] 2024-10-12 06:04:32,151 - Train: 11.29% [141200/1251000] [112.9/1000.0] [batch_t 0.215 (0.225)] [data_t 0.009] [optim_t 0.206] [lr 0.002908] [CE 4.368 (4.632)] [KD 5.285 (5.089)] 2024-10-12 06:04:43,899 - Train: 11.29% [141250/1251000] [112.9/1000.0] [batch_t 0.215 (0.235)] [data_t 0.008] [optim_t 0.207] [lr 0.002908] [CE 4.663 (4.604)] [KD 5.075 (5.079)] 2024-10-12 06:04:55,407 - Train: 11.29% [141300/1251000] [112.9/1000.0] [batch_t 0.215 (0.230)] [data_t 0.010] [optim_t 0.205] [lr 0.002907] [CE 3.903 (4.545)] [KD 4.723 (5.109)] 2024-10-12 06:05:06,933 - Train: 11.30% [141350/1251000] [113.0/1000.0] [batch_t 0.216 (0.230)] [data_t 0.006] [optim_t 0.210] [lr 0.002907] [CE 4.579 (4.484)] [KD 4.925 (4.986)] 2024-10-12 06:05:09,796 - ==> Total time: 9:27:02 Eta: 3 days, 2:11:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:05:21,411 - Train: 11.30% [141400/1251000] [113.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002907] [CE 4.971 (4.647)] [KD 4.971 (5.005)] 2024-10-12 06:05:33,232 - Train: 11.31% [141450/1251000] [113.1/1000.0] [batch_t 0.218 (0.236)] [data_t 0.006] [optim_t 0.211] [lr 0.002907] [CE 4.667 (4.510)] [KD 5.096 (4.957)] 2024-10-12 06:05:44,421 - Train: 11.31% [141500/1251000] [113.1/1000.0] [batch_t 0.220 (0.224)] [data_t 0.008] [optim_t 0.211] [lr 0.002907] [CE 4.347 (4.522)] [KD 5.309 (5.015)] 2024-10-12 06:05:56,098 - Train: 11.31% [141550/1251000] [113.1/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.002907] [CE 4.613 (4.523)] [KD 5.031 (4.979)] 2024-10-12 06:06:08,038 - Train: 11.32% [141600/1251000] [113.2/1000.0] [batch_t 0.435 (0.239)] [data_t 0.007] [optim_t 0.429] [lr 0.002907] [CE 5.034 (4.590)] [KD 5.175 (5.012)] 2024-10-12 06:06:19,881 - Train: 11.32% [141650/1251000] [113.2/1000.0] [batch_t 0.222 (0.237)] [data_t 0.007] [optim_t 0.215] [lr 0.002907] [CE 4.393 (4.608)] [KD 4.908 (4.980)] 2024-10-12 06:06:31,404 - Train: 11.33% [141700/1251000] [113.3/1000.0] [batch_t 0.223 (0.230)] [data_t 0.007] [optim_t 0.216] [lr 0.002907] [CE 4.368 (4.523)] [KD 4.819 (4.925)] 2024-10-12 06:06:42,726 - Train: 11.33% [141750/1251000] [113.3/1000.0] [batch_t 0.231 (0.226)] [data_t 0.007] [optim_t 0.224] [lr 0.002907] [CE 4.336 (4.540)] [KD 4.981 (4.949)] 2024-10-12 06:06:54,032 - Train: 11.33% [141800/1251000] [113.3/1000.0] [batch_t 0.217 (0.226)] [data_t 0.009] [optim_t 0.208] [lr 0.002907] [CE 4.888 (4.624)] [KD 5.080 (5.108)] 2024-10-12 06:07:05,650 - Train: 11.34% [141850/1251000] [113.4/1000.0] [batch_t 0.439 (0.232)] [data_t 0.008] [optim_t 0.431] [lr 0.002907] [CE 4.660 (4.611)] [KD 5.135 (5.116)] 2024-10-12 06:07:17,397 - Train: 11.34% [141900/1251000] [113.4/1000.0] [batch_t 0.224 (0.235)] [data_t 0.006] [optim_t 0.218] [lr 0.002907] [CE 4.904 (4.638)] [KD 5.275 (5.071)] 2024-10-12 06:07:29,457 - Train: 11.35% [141950/1251000] [113.5/1000.0] [batch_t 0.216 (0.241)] [data_t 0.007] [optim_t 0.209] [lr 0.002907] [CE 4.817 (4.601)] [KD 4.923 (5.043)] 2024-10-12 06:07:41,062 - Train: 11.35% [142000/1251000] [113.5/1000.0] [batch_t 0.220 (0.232)] [data_t 0.007] [optim_t 0.213] [lr 0.002907] [CE 4.631 (4.598)] [KD 5.261 (5.050)] 2024-10-12 06:07:52,226 - Train: 11.35% [142050/1251000] [113.5/1000.0] [batch_t 0.227 (0.223)] [data_t 0.007] [optim_t 0.219] [lr 0.002907] [CE 5.128 (4.532)] [KD 5.700 (5.011)] 2024-10-12 06:08:03,602 - Train: 11.36% [142100/1251000] [113.6/1000.0] [batch_t 0.234 (0.227)] [data_t 0.006] [optim_t 0.228] [lr 0.002906] [CE 4.642 (4.541)] [KD 5.353 (4.995)] 2024-10-12 06:08:15,571 - Train: 11.36% [142150/1251000] [113.6/1000.0] [batch_t 0.244 (0.239)] [data_t 0.007] [optim_t 0.238] [lr 0.002906] [CE 4.745 (4.616)] [KD 5.198 (5.051)] 2024-10-12 06:08:27,432 - Train: 11.37% [142200/1251000] [113.7/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.002906] [CE 4.377 (4.539)] [KD 4.838 (4.962)] 2024-10-12 06:08:39,251 - Train: 11.37% [142250/1251000] [113.7/1000.0] [batch_t 0.372 (0.236)] [data_t 0.006] [optim_t 0.366] [lr 0.002906] [CE 4.239 (4.575)] [KD 4.895 (4.983)] 2024-10-12 06:08:50,841 - Train: 11.37% [142300/1251000] [113.7/1000.0] [batch_t 0.219 (0.232)] [data_t 0.006] [optim_t 0.213] [lr 0.002906] [CE 4.330 (4.592)] [KD 4.890 (4.999)] 2024-10-12 06:09:02,303 - Train: 11.38% [142350/1251000] [113.8/1000.0] [batch_t 0.236 (0.229)] [data_t 0.007] [optim_t 0.230] [lr 0.002906] [CE 4.503 (4.568)] [KD 5.157 (5.018)] 2024-10-12 06:09:13,821 - Train: 11.38% [142400/1251000] [113.8/1000.0] [batch_t 0.216 (0.230)] [data_t 0.007] [optim_t 0.209] [lr 0.002906] [CE 4.785 (4.573)] [KD 5.253 (5.139)] 2024-10-12 06:09:25,543 - Train: 11.39% [142450/1251000] [113.9/1000.0] [batch_t 0.221 (0.234)] [data_t 0.008] [optim_t 0.213] [lr 0.002906] [CE 4.930 (4.648)] [KD 5.044 (5.071)] 2024-10-12 06:09:37,315 - Train: 11.39% [142500/1251000] [113.9/1000.0] [batch_t 0.218 (0.235)] [data_t 0.007] [optim_t 0.211] [lr 0.002906] [CE 4.587 (4.561)] [KD 4.932 (5.005)] 2024-10-12 06:09:48,875 - Train: 11.39% [142550/1251000] [113.9/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.213] [lr 0.002906] [CE 4.463 (4.631)] [KD 4.902 (5.067)] 2024-10-12 06:10:00,702 - Train: 11.40% [142600/1251000] [114.0/1000.0] [batch_t 0.210 (0.236)] [data_t 0.009] [optim_t 0.201] [lr 0.002906] [CE 4.969 (4.586)] [KD 5.189 (5.129)] 2024-10-12 06:10:03,606 - ==> Total time: 9:31:56 Eta: 3 days, 2:05:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:10:16,794 - Train: 11.40% [142650/1251000] [114.0/1000.0] [batch_t 0.219 (0.251)] [data_t 0.009] [optim_t 0.210] [lr 0.002906] [CE 4.499 (4.584)] [KD 5.215 (4.931)] 2024-10-12 06:10:28,583 - Train: 11.41% [142700/1251000] [114.1/1000.0] [batch_t 0.213 (0.236)] [data_t 0.009] [optim_t 0.205] [lr 0.002906] [CE 4.638 (4.582)] [KD 4.711 (4.995)] 2024-10-12 06:10:40,547 - Train: 11.41% [142750/1251000] [114.1/1000.0] [batch_t 0.444 (0.239)] [data_t 0.010] [optim_t 0.434] [lr 0.002906] [CE 4.311 (4.558)] [KD 4.829 (5.026)] 2024-10-12 06:10:52,260 - Train: 11.41% [142800/1251000] [114.1/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.002906] [CE 4.331 (4.567)] [KD 4.867 (5.005)] 2024-10-12 06:11:03,498 - Train: 11.42% [142850/1251000] [114.2/1000.0] [batch_t 0.242 (0.225)] [data_t 0.007] [optim_t 0.235] [lr 0.002905] [CE 4.928 (4.529)] [KD 5.079 (5.000)] 2024-10-12 06:11:15,085 - Train: 11.42% [142900/1251000] [114.2/1000.0] [batch_t 0.217 (0.232)] [data_t 0.007] [optim_t 0.210] [lr 0.002905] [CE 4.311 (4.573)] [KD 4.924 (5.017)] 2024-10-12 06:11:26,906 - Train: 11.43% [142950/1251000] [114.3/1000.0] [batch_t 0.230 (0.236)] [data_t 0.006] [optim_t 0.223] [lr 0.002905] [CE 3.946 (4.604)] [KD 4.777 (5.036)] 2024-10-12 06:11:38,361 - Train: 11.43% [143000/1251000] [114.3/1000.0] [batch_t 0.230 (0.229)] [data_t 0.008] [optim_t 0.223] [lr 0.002905] [CE 4.608 (4.572)] [KD 5.205 (5.049)] 2024-10-12 06:11:50,124 - Train: 11.43% [143050/1251000] [114.3/1000.0] [batch_t 0.240 (0.235)] [data_t 0.008] [optim_t 0.232] [lr 0.002905] [CE 4.623 (4.555)] [KD 5.048 (4.975)] 2024-10-12 06:12:01,793 - Train: 11.44% [143100/1251000] [114.4/1000.0] [batch_t 0.215 (0.233)] [data_t 0.009] [optim_t 0.206] [lr 0.002905] [CE 4.579 (4.537)] [KD 4.888 (5.035)] 2024-10-12 06:12:13,308 - Train: 11.44% [143150/1251000] [114.4/1000.0] [batch_t 0.226 (0.230)] [data_t 0.010] [optim_t 0.216] [lr 0.002905] [CE 4.710 (4.603)] [KD 4.917 (4.942)] 2024-10-12 06:12:24,716 - Train: 11.45% [143200/1251000] [114.5/1000.0] [batch_t 0.221 (0.228)] [data_t 0.008] [optim_t 0.213] [lr 0.002905] [CE 5.085 (4.591)] [KD 5.476 (4.933)] 2024-10-12 06:12:36,743 - Train: 11.45% [143250/1251000] [114.5/1000.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.002905] [CE 4.956 (4.591)] [KD 5.226 (5.057)] 2024-10-12 06:12:48,097 - Train: 11.45% [143300/1251000] [114.5/1000.0] [batch_t 0.228 (0.227)] [data_t 0.009] [optim_t 0.218] [lr 0.002905] [CE 4.056 (4.516)] [KD 4.434 (4.955)] 2024-10-12 06:12:59,592 - Train: 11.46% [143350/1251000] [114.6/1000.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.215] [lr 0.002905] [CE 4.279 (4.581)] [KD 4.904 (5.005)] 2024-10-12 06:13:11,832 - Train: 11.46% [143400/1251000] [114.6/1000.0] [batch_t 0.223 (0.245)] [data_t 0.007] [optim_t 0.217] [lr 0.002905] [CE 4.452 (4.570)] [KD 4.775 (4.924)] 2024-10-12 06:13:23,472 - Train: 11.47% [143450/1251000] [114.7/1000.0] [batch_t 0.227 (0.233)] [data_t 0.009] [optim_t 0.218] [lr 0.002905] [CE 4.174 (4.564)] [KD 4.999 (4.926)] 2024-10-12 06:13:34,988 - Train: 11.47% [143500/1251000] [114.7/1000.0] [batch_t 0.226 (0.230)] [data_t 0.008] [optim_t 0.218] [lr 0.002905] [CE 4.489 (4.608)] [KD 4.896 (5.023)] 2024-10-12 06:13:46,978 - Train: 11.47% [143550/1251000] [114.7/1000.0] [batch_t 0.215 (0.240)] [data_t 0.007] [optim_t 0.208] [lr 0.002905] [CE 4.775 (4.617)] [KD 5.364 (5.053)] 2024-10-12 06:13:58,076 - Train: 11.48% [143600/1251000] [114.8/1000.0] [batch_t 0.217 (0.222)] [data_t 0.006] [optim_t 0.211] [lr 0.002904] [CE 4.212 (4.532)] [KD 4.991 (5.037)] 2024-10-12 06:14:09,411 - Train: 11.48% [143650/1251000] [114.8/1000.0] [batch_t 0.239 (0.227)] [data_t 0.008] [optim_t 0.230] [lr 0.002904] [CE 4.392 (4.550)] [KD 4.953 (5.054)] 2024-10-12 06:14:21,364 - Train: 11.49% [143700/1251000] [114.9/1000.0] [batch_t 0.196 (0.239)] [data_t 0.007] [optim_t 0.189] [lr 0.002904] [CE 4.671 (4.590)] [KD 5.156 (5.060)] 2024-10-12 06:14:32,512 - Train: 11.49% [143750/1251000] [114.9/1000.0] [batch_t 0.217 (0.223)] [data_t 0.007] [optim_t 0.210] [lr 0.002904] [CE 4.592 (4.582)] [KD 5.253 (5.080)] 2024-10-12 06:14:44,000 - Train: 11.49% [143800/1251000] [114.9/1000.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.002904] [CE 4.013 (4.537)] [KD 4.666 (4.986)] 2024-10-12 06:14:55,625 - Train: 11.50% [143850/1251000] [115.0/1000.0] [batch_t 0.240 (0.232)] [data_t 0.019] [optim_t 0.221] [lr 0.002904] [CE 4.884 (4.557)] [KD 5.240 (5.009)] 2024-10-12 06:15:07,127 - Test (net): 100.00% [50/50] [batch_t 0.118 (0.152)] [top1_cnt 33972] [top5_cnt 44412] [top_all 50000] 2024-10-12 06:15:07,128 - net: 67.944 (88.824) 2024-10-12 06:15:15,411 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.149)] [top1_cnt 37332] [top5_cnt 46122] [top_all 50000] 2024-10-12 06:15:15,412 - net_E: 74.664 (92.244) 2024-10-12 06:15:15,627 - Max [top1: 69.094 (epoch: 110)] [top1-ema: 74.742 (epoch: 110)] 2024-10-12 06:15:15,627 - ==> Total time: 9:37:08 Eta: 3 days, 2:01:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:15:27,464 - Train: 11.50% [143900/1251000] [115.0/1000.0] [batch_t 0.452 (0.247)] [data_t 0.009] [optim_t 0.443] [lr 0.002904] [CE 4.359 (4.477)] [KD 5.128 (4.996)] 2024-10-12 06:15:39,077 - Train: 11.51% [143950/1251000] [115.1/1000.0] [batch_t 0.211 (0.232)] [data_t 0.009] [optim_t 0.202] [lr 0.002904] [CE 4.619 (4.541)] [KD 4.997 (5.046)] 2024-10-12 06:15:50,673 - Train: 11.51% [144000/1251000] [115.1/1000.0] [batch_t 0.249 (0.232)] [data_t 0.007] [optim_t 0.242] [lr 0.002904] [CE 5.105 (4.639)] [KD 5.182 (5.096)] 2024-10-12 06:16:02,311 - Train: 11.51% [144050/1251000] [115.1/1000.0] [batch_t 0.224 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.002904] [CE 4.566 (4.524)] [KD 4.798 (5.011)] 2024-10-12 06:16:13,770 - Train: 11.52% [144100/1251000] [115.2/1000.0] [batch_t 0.224 (0.229)] [data_t 0.008] [optim_t 0.217] [lr 0.002904] [CE 4.176 (4.635)] [KD 4.980 (5.064)] 2024-10-12 06:16:25,801 - Train: 11.52% [144150/1251000] [115.2/1000.0] [batch_t 0.462 (0.240)] [data_t 0.010] [optim_t 0.452] [lr 0.002904] [CE 4.666 (4.568)] [KD 4.765 (4.992)] 2024-10-12 06:16:37,289 - Train: 11.53% [144200/1251000] [115.3/1000.0] [batch_t 0.220 (0.230)] [data_t 0.008] [optim_t 0.212] [lr 0.002904] [CE 5.266 (4.606)] [KD 5.271 (4.998)] 2024-10-12 06:16:48,490 - Train: 11.53% [144250/1251000] [115.3/1000.0] [batch_t 0.240 (0.224)] [data_t 0.008] [optim_t 0.232] [lr 0.002904] [CE 4.463 (4.573)] [KD 4.836 (5.006)] 2024-10-12 06:17:00,060 - Train: 11.53% [144300/1251000] [115.3/1000.0] [batch_t 0.217 (0.231)] [data_t 0.007] [optim_t 0.210] [lr 0.002904] [CE 4.321 (4.525)] [KD 5.207 (4.978)] 2024-10-12 06:17:11,966 - Train: 11.54% [144350/1251000] [115.4/1000.0] [batch_t 0.213 (0.238)] [data_t 0.007] [optim_t 0.206] [lr 0.002903] [CE 4.801 (4.508)] [KD 4.979 (4.964)] 2024-10-12 06:17:23,727 - Train: 11.54% [144400/1251000] [115.4/1000.0] [batch_t 0.222 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.002903] [CE 4.476 (4.557)] [KD 4.929 (5.055)] 2024-10-12 06:17:35,440 - Train: 11.55% [144450/1251000] [115.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.008] [optim_t 0.227] [lr 0.002903] [CE 4.122 (4.551)] [KD 4.681 (5.102)] 2024-10-12 06:17:47,092 - Train: 11.55% [144500/1251000] [115.5/1000.0] [batch_t 0.227 (0.233)] [data_t 0.006] [optim_t 0.221] [lr 0.002903] [CE 3.900 (4.545)] [KD 5.202 (5.055)] 2024-10-12 06:17:58,385 - Train: 11.55% [144550/1251000] [115.5/1000.0] [batch_t 0.222 (0.226)] [data_t 0.009] [optim_t 0.213] [lr 0.002903] [CE 4.589 (4.588)] [KD 5.315 (5.187)] 2024-10-12 06:18:10,097 - Train: 11.56% [144600/1251000] [115.6/1000.0] [batch_t 0.243 (0.234)] [data_t 0.007] [optim_t 0.236] [lr 0.002903] [CE 4.171 (4.522)] [KD 4.889 (5.111)] 2024-10-12 06:18:21,597 - Train: 11.56% [144650/1251000] [115.6/1000.0] [batch_t 0.225 (0.230)] [data_t 0.006] [optim_t 0.219] [lr 0.002903] [CE 4.560 (4.566)] [KD 5.131 (5.056)] 2024-10-12 06:18:33,730 - Train: 11.57% [144700/1251000] [115.7/1000.0] [batch_t 0.215 (0.242)] [data_t 0.009] [optim_t 0.206] [lr 0.002903] [CE 4.513 (4.563)] [KD 5.221 (4.981)] 2024-10-12 06:18:45,054 - Train: 11.57% [144750/1251000] [115.7/1000.0] [batch_t 0.218 (0.226)] [data_t 0.009] [optim_t 0.209] [lr 0.002903] [CE 4.576 (4.511)] [KD 4.955 (4.933)] 2024-10-12 06:18:56,591 - Train: 11.57% [144800/1251000] [115.7/1000.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.002903] [CE 4.769 (4.602)] [KD 5.085 (5.028)] 2024-10-12 06:19:08,253 - Train: 11.58% [144850/1251000] [115.8/1000.0] [batch_t 0.213 (0.233)] [data_t 0.009] [optim_t 0.205] [lr 0.002903] [CE 4.567 (4.582)] [KD 5.047 (5.080)] 2024-10-12 06:19:19,947 - Train: 11.58% [144900/1251000] [115.8/1000.0] [batch_t 0.216 (0.234)] [data_t 0.007] [optim_t 0.209] [lr 0.002903] [CE 4.422 (4.507)] [KD 5.150 (5.065)] 2024-10-12 06:19:31,415 - Train: 11.59% [144950/1251000] [115.9/1000.0] [batch_t 0.233 (0.229)] [data_t 0.011] [optim_t 0.223] [lr 0.002903] [CE 4.726 (4.564)] [KD 5.234 (5.062)] 2024-10-12 06:19:43,054 - Train: 11.59% [145000/1251000] [115.9/1000.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.002903] [CE 4.542 (4.516)] [KD 5.184 (5.106)] 2024-10-12 06:19:54,480 - Train: 11.59% [145050/1251000] [115.9/1000.0] [batch_t 0.221 (0.228)] [data_t 0.010] [optim_t 0.211] [lr 0.002903] [CE 4.478 (4.530)] [KD 5.111 (5.029)] 2024-10-12 06:20:06,024 - Train: 11.60% [145100/1251000] [116.0/1000.0] [batch_t 0.216 (0.231)] [data_t 0.009] [optim_t 0.207] [lr 0.002903] [CE 4.236 (4.572)] [KD 5.155 (5.064)] 2024-10-12 06:20:09,444 - ==> Total time: 9:42:02 Eta: 3 days, 1:55:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:20:21,421 - Train: 11.60% [145150/1251000] [116.0/1000.0] [batch_t 0.240 (0.265)] [data_t 0.009] [optim_t 0.232] [lr 0.002902] [CE 3.878 (4.451)] [KD 4.660 (4.840)] 2024-10-12 06:20:33,284 - Train: 11.61% [145200/1251000] [116.1/1000.0] [batch_t 0.249 (0.237)] [data_t 0.008] [optim_t 0.241] [lr 0.002902] [CE 4.495 (4.547)] [KD 5.045 (5.078)] 2024-10-12 06:20:45,342 - Train: 11.61% [145250/1251000] [116.1/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.217] [lr 0.002902] [CE 4.317 (4.538)] [KD 4.881 (5.043)] 2024-10-12 06:20:57,102 - Train: 11.61% [145300/1251000] [116.1/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.216] [lr 0.002902] [CE 4.102 (4.586)] [KD 4.623 (4.970)] 2024-10-12 06:21:08,575 - Train: 11.62% [145350/1251000] [116.2/1000.0] [batch_t 0.214 (0.229)] [data_t 0.009] [optim_t 0.205] [lr 0.002902] [CE 4.158 (4.547)] [KD 4.925 (5.055)] 2024-10-12 06:21:20,402 - Train: 11.62% [145400/1251000] [116.2/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.002902] [CE 4.228 (4.498)] [KD 4.784 (4.868)] 2024-10-12 06:21:32,358 - Train: 11.63% [145450/1251000] [116.3/1000.0] [batch_t 0.217 (0.239)] [data_t 0.007] [optim_t 0.210] [lr 0.002902] [CE 4.663 (4.496)] [KD 5.008 (4.957)] 2024-10-12 06:21:43,770 - Train: 11.63% [145500/1251000] [116.3/1000.0] [batch_t 0.219 (0.228)] [data_t 0.007] [optim_t 0.213] [lr 0.002902] [CE 4.677 (4.576)] [KD 5.077 (4.974)] 2024-10-12 06:21:55,025 - Train: 11.63% [145550/1251000] [116.3/1000.0] [batch_t 0.216 (0.225)] [data_t 0.009] [optim_t 0.207] [lr 0.002902] [CE 4.615 (4.491)] [KD 4.825 (4.933)] 2024-10-12 06:22:06,756 - Train: 11.64% [145600/1251000] [116.4/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.225] [lr 0.002902] [CE 4.846 (4.522)] [KD 5.037 (4.991)] 2024-10-12 06:22:18,157 - Train: 11.64% [145650/1251000] [116.4/1000.0] [batch_t 0.219 (0.228)] [data_t 0.008] [optim_t 0.211] [lr 0.002902] [CE 4.764 (4.641)] [KD 4.969 (5.102)] 2024-10-12 06:22:29,870 - Train: 11.65% [145700/1251000] [116.5/1000.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.208] [lr 0.002902] [CE 4.392 (4.500)] [KD 4.713 (4.974)] 2024-10-12 06:22:41,577 - Train: 11.65% [145750/1251000] [116.5/1000.0] [batch_t 0.216 (0.234)] [data_t 0.009] [optim_t 0.207] [lr 0.002902] [CE 4.142 (4.513)] [KD 4.934 (5.022)] 2024-10-12 06:22:52,782 - Train: 11.65% [145800/1251000] [116.5/1000.0] [batch_t 0.211 (0.224)] [data_t 0.009] [optim_t 0.201] [lr 0.002902] [CE 4.311 (4.588)] [KD 4.949 (5.106)] 2024-10-12 06:23:04,123 - Train: 11.66% [145850/1251000] [116.6/1000.0] [batch_t 0.216 (0.227)] [data_t 0.006] [optim_t 0.209] [lr 0.002902] [CE 4.679 (4.555)] [KD 5.242 (5.065)] 2024-10-12 06:23:15,850 - Train: 11.66% [145900/1251000] [116.6/1000.0] [batch_t 0.221 (0.234)] [data_t 0.008] [optim_t 0.213] [lr 0.002901] [CE 5.195 (4.578)] [KD 5.059 (5.116)] 2024-10-12 06:23:26,846 - Train: 11.67% [145950/1251000] [116.7/1000.0] [batch_t 0.239 (0.220)] [data_t 0.008] [optim_t 0.231] [lr 0.002901] [CE 4.660 (4.587)] [KD 5.144 (5.091)] 2024-10-12 06:23:38,385 - Train: 11.67% [146000/1251000] [116.7/1000.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.002901] [CE 5.217 (4.520)] [KD 5.413 (4.907)] 2024-10-12 06:23:50,367 - Train: 11.67% [146050/1251000] [116.7/1000.0] [batch_t 0.208 (0.239)] [data_t 0.006] [optim_t 0.201] [lr 0.002901] [CE 4.789 (4.568)] [KD 4.918 (5.012)] 2024-10-12 06:24:01,439 - Train: 11.68% [146100/1251000] [116.8/1000.0] [batch_t 0.218 (0.221)] [data_t 0.009] [optim_t 0.209] [lr 0.002901] [CE 4.267 (4.495)] [KD 4.908 (4.973)] 2024-10-12 06:24:12,830 - Train: 11.68% [146150/1251000] [116.8/1000.0] [batch_t 0.221 (0.228)] [data_t 0.010] [optim_t 0.211] [lr 0.002901] [CE 4.102 (4.582)] [KD 4.816 (4.906)] 2024-10-12 06:24:24,318 - Train: 11.69% [146200/1251000] [116.9/1000.0] [batch_t 0.215 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.002901] [CE 4.874 (4.607)] [KD 4.998 (5.035)] 2024-10-12 06:24:35,999 - Train: 11.69% [146250/1251000] [116.9/1000.0] [batch_t 0.417 (0.233)] [data_t 0.007] [optim_t 0.410] [lr 0.002901] [CE 4.397 (4.515)] [KD 5.163 (4.976)] 2024-10-12 06:24:47,306 - Train: 11.69% [146300/1251000] [116.9/1000.0] [batch_t 0.212 (0.226)] [data_t 0.011] [optim_t 0.202] [lr 0.002901] [CE 4.615 (4.573)] [KD 5.025 (4.979)] 2024-10-12 06:24:58,595 - Train: 11.70% [146350/1251000] [117.0/1000.0] [batch_t 0.237 (0.226)] [data_t 0.006] [optim_t 0.230] [lr 0.002901] [CE 4.406 (4.564)] [KD 5.029 (4.960)] 2024-10-12 06:25:02,192 - ==> Total time: 9:46:54 Eta: 3 days, 1:49:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:25:16,461 - Train: 11.70% [146400/1251000] [117.0/1000.0] [batch_t 0.214 (0.240)] [data_t 0.006] [optim_t 0.207] [lr 0.002901] [CE 4.532 (4.556)] [KD 4.772 (4.929)] 2024-10-12 06:25:28,167 - Train: 11.71% [146450/1251000] [117.1/1000.0] [batch_t 0.464 (0.234)] [data_t 0.008] [optim_t 0.456] [lr 0.002901] [CE 4.561 (4.616)] [KD 5.040 (5.031)] 2024-10-12 06:25:39,463 - Train: 11.71% [146500/1251000] [117.1/1000.0] [batch_t 0.230 (0.226)] [data_t 0.010] [optim_t 0.220] [lr 0.002901] [CE 3.558 (4.602)] [KD 4.619 (5.020)] 2024-10-12 06:25:51,081 - Train: 11.71% [146550/1251000] [117.1/1000.0] [batch_t 0.222 (0.232)] [data_t 0.011] [optim_t 0.210] [lr 0.002901] [CE 4.965 (4.523)] [KD 4.998 (4.971)] 2024-10-12 06:26:02,468 - Train: 11.72% [146600/1251000] [117.2/1000.0] [batch_t 0.249 (0.228)] [data_t 0.008] [optim_t 0.241] [lr 0.002900] [CE 4.717 (4.598)] [KD 5.184 (5.013)] 2024-10-12 06:26:14,334 - Train: 11.72% [146650/1251000] [117.2/1000.0] [batch_t 0.227 (0.237)] [data_t 0.007] [optim_t 0.220] [lr 0.002900] [CE 4.626 (4.598)] [KD 5.098 (5.025)] 2024-10-12 06:26:26,010 - Train: 11.73% [146700/1251000] [117.3/1000.0] [batch_t 0.214 (0.233)] [data_t 0.009] [optim_t 0.205] [lr 0.002900] [CE 4.364 (4.560)] [KD 4.840 (4.917)] 2024-10-12 06:26:37,735 - Train: 11.73% [146750/1251000] [117.3/1000.0] [batch_t 0.218 (0.234)] [data_t 0.006] [optim_t 0.212] [lr 0.002900] [CE 4.308 (4.551)] [KD 5.060 (4.947)] 2024-10-12 06:26:49,398 - Train: 11.73% [146800/1251000] [117.3/1000.0] [batch_t 0.393 (0.233)] [data_t 0.008] [optim_t 0.385] [lr 0.002900] [CE 4.823 (4.514)] [KD 5.040 (4.994)] 2024-10-12 06:27:00,646 - Train: 11.74% [146850/1251000] [117.4/1000.0] [batch_t 0.223 (0.225)] [data_t 0.009] [optim_t 0.215] [lr 0.002900] [CE 5.141 (4.572)] [KD 4.992 (4.961)] 2024-10-12 06:27:12,478 - Train: 11.74% [146900/1251000] [117.4/1000.0] [batch_t 0.221 (0.236)] [data_t 0.010] [optim_t 0.210] [lr 0.002900] [CE 4.479 (4.599)] [KD 4.946 (5.016)] 2024-10-12 06:27:24,678 - Train: 11.75% [146950/1251000] [117.5/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.002900] [CE 4.121 (4.590)] [KD 4.794 (5.018)] 2024-10-12 06:27:36,012 - Train: 11.75% [147000/1251000] [117.5/1000.0] [batch_t 0.223 (0.227)] [data_t 0.009] [optim_t 0.214] [lr 0.002900] [CE 4.897 (4.635)] [KD 5.067 (5.031)] 2024-10-12 06:27:47,469 - Train: 11.75% [147050/1251000] [117.5/1000.0] [batch_t 0.222 (0.229)] [data_t 0.006] [optim_t 0.216] [lr 0.002900] [CE 5.020 (4.483)] [KD 5.313 (4.972)] 2024-10-12 06:27:59,088 - Train: 11.76% [147100/1251000] [117.6/1000.0] [batch_t 0.230 (0.232)] [data_t 0.010] [optim_t 0.220] [lr 0.002900] [CE 4.559 (4.548)] [KD 4.963 (4.936)] 2024-10-12 06:28:10,433 - Train: 11.76% [147150/1251000] [117.6/1000.0] [batch_t 0.223 (0.227)] [data_t 0.008] [optim_t 0.215] [lr 0.002900] [CE 4.671 (4.610)] [KD 5.088 (5.026)] 2024-10-12 06:28:21,567 - Train: 11.77% [147200/1251000] [117.7/1000.0] [batch_t 0.216 (0.223)] [data_t 0.008] [optim_t 0.208] [lr 0.002900] [CE 5.059 (4.607)] [KD 5.339 (5.074)] 2024-10-12 06:28:33,051 - Train: 11.77% [147250/1251000] [117.7/1000.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.002900] [CE 4.387 (4.565)] [KD 4.707 (5.068)] 2024-10-12 06:28:44,410 - Train: 11.77% [147300/1251000] [117.7/1000.0] [batch_t 0.223 (0.227)] [data_t 0.009] [optim_t 0.214] [lr 0.002900] [CE 4.153 (4.569)] [KD 4.854 (4.980)] 2024-10-12 06:28:56,139 - Train: 11.78% [147350/1251000] [117.8/1000.0] [batch_t 0.225 (0.234)] [data_t 0.010] [optim_t 0.215] [lr 0.002899] [CE 4.838 (4.632)] [KD 4.936 (5.013)] 2024-10-12 06:29:07,710 - Train: 11.78% [147400/1251000] [117.8/1000.0] [batch_t 0.230 (0.231)] [data_t 0.010] [optim_t 0.220] [lr 0.002899] [CE 4.568 (4.534)] [KD 4.925 (4.959)] 2024-10-12 06:29:18,932 - Train: 11.79% [147450/1251000] [117.9/1000.0] [batch_t 0.220 (0.224)] [data_t 0.008] [optim_t 0.212] [lr 0.002899] [CE 4.379 (4.578)] [KD 5.035 (5.066)] 2024-10-12 06:29:30,512 - Train: 11.79% [147500/1251000] [117.9/1000.0] [batch_t 0.232 (0.231)] [data_t 0.010] [optim_t 0.222] [lr 0.002899] [CE 4.136 (4.574)] [KD 4.972 (5.011)] 2024-10-12 06:29:42,043 - Train: 11.79% [147550/1251000] [117.9/1000.0] [batch_t 0.216 (0.230)] [data_t 0.009] [optim_t 0.207] [lr 0.002899] [CE 4.977 (4.582)] [KD 5.002 (4.897)] 2024-10-12 06:29:53,137 - Train: 11.80% [147600/1251000] [118.0/1000.0] [batch_t 0.223 (0.222)] [data_t 0.008] [optim_t 0.215] [lr 0.002899] [CE 4.852 (4.583)] [KD 5.211 (5.060)] 2024-10-12 06:29:57,134 - ==> Total time: 9:51:49 Eta: 3 days, 1:43:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:30:08,379 - Train: 11.80% [147650/1251000] [118.0/1000.0] [batch_t 0.224 (0.255)] [data_t 0.009] [optim_t 0.215] [lr 0.002899] [CE 5.029 (4.600)] [KD 5.112 (4.988)] 2024-10-12 06:30:20,170 - Train: 11.81% [147700/1251000] [118.1/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.002899] [CE 5.189 (4.587)] [KD 5.031 (4.996)] 2024-10-12 06:30:31,578 - Train: 11.81% [147750/1251000] [118.1/1000.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.217] [lr 0.002899] [CE 4.742 (4.570)] [KD 4.805 (4.929)] 2024-10-12 06:30:43,084 - Train: 11.81% [147800/1251000] [118.1/1000.0] [batch_t 0.220 (0.230)] [data_t 0.010] [optim_t 0.210] [lr 0.002899] [CE 4.598 (4.612)] [KD 5.019 (5.053)] 2024-10-12 06:30:54,556 - Train: 11.82% [147850/1251000] [118.2/1000.0] [batch_t 0.213 (0.229)] [data_t 0.008] [optim_t 0.204] [lr 0.002899] [CE 5.032 (4.622)] [KD 5.184 (5.041)] 2024-10-12 06:31:05,896 - Train: 11.82% [147900/1251000] [118.2/1000.0] [batch_t 0.214 (0.227)] [data_t 0.010] [optim_t 0.205] [lr 0.002899] [CE 4.279 (4.593)] [KD 4.758 (5.020)] 2024-10-12 06:31:17,544 - Train: 11.83% [147950/1251000] [118.3/1000.0] [batch_t 0.219 (0.233)] [data_t 0.008] [optim_t 0.211] [lr 0.002899] [CE 4.769 (4.525)] [KD 5.004 (4.972)] 2024-10-12 06:31:29,098 - Train: 11.83% [148000/1251000] [118.3/1000.0] [batch_t 0.219 (0.231)] [data_t 0.008] [optim_t 0.211] [lr 0.002899] [CE 4.866 (4.605)] [KD 5.099 (5.112)] 2024-10-12 06:31:40,881 - Train: 11.83% [148050/1251000] [118.3/1000.0] [batch_t 0.248 (0.235)] [data_t 0.006] [optim_t 0.242] [lr 0.002899] [CE 4.872 (4.614)] [KD 5.327 (5.056)] 2024-10-12 06:31:52,579 - Train: 11.84% [148100/1251000] [118.4/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.002898] [CE 4.900 (4.599)] [KD 5.088 (5.074)] 2024-10-12 06:32:03,939 - Train: 11.84% [148150/1251000] [118.4/1000.0] [batch_t 0.225 (0.227)] [data_t 0.010] [optim_t 0.215] [lr 0.002898] [CE 4.639 (4.578)] [KD 5.224 (5.005)] 2024-10-12 06:32:15,427 - Train: 11.85% [148200/1251000] [118.5/1000.0] [batch_t 0.230 (0.230)] [data_t 0.007] [optim_t 0.223] [lr 0.002898] [CE 4.747 (4.601)] [KD 5.316 (5.148)] 2024-10-12 06:32:27,024 - Train: 11.85% [148250/1251000] [118.5/1000.0] [batch_t 0.216 (0.232)] [data_t 0.009] [optim_t 0.207] [lr 0.002898] [CE 4.331 (4.527)] [KD 5.037 (5.012)] 2024-10-12 06:32:38,544 - Train: 11.85% [148300/1251000] [118.5/1000.0] [batch_t 0.221 (0.230)] [data_t 0.008] [optim_t 0.214] [lr 0.002898] [CE 3.918 (4.627)] [KD 4.894 (5.136)] 2024-10-12 06:32:50,191 - Train: 11.86% [148350/1251000] [118.6/1000.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.002898] [CE 4.866 (4.625)] [KD 5.267 (5.076)] 2024-10-12 06:33:01,745 - Train: 11.86% [148400/1251000] [118.6/1000.0] [batch_t 0.255 (0.231)] [data_t 0.007] [optim_t 0.248] [lr 0.002898] [CE 4.569 (4.630)] [KD 4.884 (5.003)] 2024-10-12 06:33:13,400 - Train: 11.87% [148450/1251000] [118.7/1000.0] [batch_t 0.219 (0.233)] [data_t 0.010] [optim_t 0.210] [lr 0.002898] [CE 4.196 (4.538)] [KD 4.883 (5.001)] 2024-10-12 06:33:24,806 - Train: 11.87% [148500/1251000] [118.7/1000.0] [batch_t 0.212 (0.228)] [data_t 0.010] [optim_t 0.203] [lr 0.002898] [CE 4.211 (4.545)] [KD 4.897 (5.029)] 2024-10-12 06:33:36,381 - Train: 11.87% [148550/1251000] [118.7/1000.0] [batch_t 0.214 (0.231)] [data_t 0.008] [optim_t 0.206] [lr 0.002898] [CE 4.903 (4.515)] [KD 5.036 (4.962)] 2024-10-12 06:33:48,008 - Train: 11.88% [148600/1251000] [118.8/1000.0] [batch_t 0.218 (0.232)] [data_t 0.009] [optim_t 0.209] [lr 0.002898] [CE 4.911 (4.591)] [KD 5.158 (4.995)] 2024-10-12 06:33:59,099 - Train: 11.88% [148650/1251000] [118.8/1000.0] [batch_t 0.217 (0.222)] [data_t 0.008] [optim_t 0.209] [lr 0.002898] [CE 4.892 (4.505)] [KD 5.413 (4.955)] 2024-10-12 06:34:11,153 - Train: 11.89% [148700/1251000] [118.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002898] [CE 4.597 (4.589)] [KD 4.798 (5.032)] 2024-10-12 06:34:22,969 - Train: 11.89% [148750/1251000] [118.9/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.217] [lr 0.002898] [CE 4.121 (4.574)] [KD 4.887 (4.861)] 2024-10-12 06:34:34,282 - Train: 11.89% [148800/1251000] [118.9/1000.0] [batch_t 0.239 (0.226)] [data_t 0.007] [optim_t 0.232] [lr 0.002898] [CE 4.404 (4.532)] [KD 4.538 (4.944)] 2024-10-12 06:34:46,117 - Train: 11.90% [148850/1251000] [119.0/1000.0] [batch_t 0.216 (0.237)] [data_t 0.007] [optim_t 0.208] [lr 0.002897] [CE 4.902 (4.637)] [KD 5.096 (5.038)] 2024-10-12 06:34:50,262 - ==> Total time: 9:56:43 Eta: 3 days, 1:37:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:35:00,996 - Train: 11.90% [148900/1251000] [119.0/1000.0] [batch_t 0.223 (0.260)] [data_t 0.006] [optim_t 0.217] [lr 0.002897] [CE 4.699 (4.607)] [KD 5.031 (5.006)] 2024-10-12 06:35:13,184 - Train: 11.91% [148950/1251000] [119.1/1000.0] [batch_t 0.217 (0.244)] [data_t 0.007] [optim_t 0.210] [lr 0.002897] [CE 4.596 (4.535)] [KD 5.066 (4.984)] 2024-10-12 06:35:24,693 - Train: 11.91% [149000/1251000] [119.1/1000.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.212] [lr 0.002897] [CE 4.296 (4.553)] [KD 4.873 (4.973)] 2024-10-12 06:35:36,385 - Train: 11.91% [149050/1251000] [119.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002897] [CE 4.710 (4.626)] [KD 5.264 (4.961)] 2024-10-12 06:35:48,190 - Train: 11.92% [149100/1251000] [119.2/1000.0] [batch_t 0.217 (0.236)] [data_t 0.008] [optim_t 0.209] [lr 0.002897] [CE 4.674 (4.512)] [KD 4.746 (4.967)] 2024-10-12 06:35:59,395 - Train: 11.92% [149150/1251000] [119.2/1000.0] [batch_t 0.217 (0.224)] [data_t 0.008] [optim_t 0.209] [lr 0.002897] [CE 4.815 (4.541)] [KD 4.938 (5.038)] 2024-10-12 06:36:11,193 - Train: 11.93% [149200/1251000] [119.3/1000.0] [batch_t 0.220 (0.236)] [data_t 0.008] [optim_t 0.212] [lr 0.002897] [CE 4.524 (4.573)] [KD 5.059 (5.109)] 2024-10-12 06:36:23,124 - Train: 11.93% [149250/1251000] [119.3/1000.0] [batch_t 0.226 (0.238)] [data_t 0.008] [optim_t 0.219] [lr 0.002897] [CE 4.231 (4.539)] [KD 4.849 (5.069)] 2024-10-12 06:36:34,699 - Train: 11.93% [149300/1251000] [119.3/1000.0] [batch_t 0.212 (0.231)] [data_t 0.010] [optim_t 0.203] [lr 0.002897] [CE 4.489 (4.621)] [KD 5.013 (5.050)] 2024-10-12 06:36:46,243 - Train: 11.94% [149350/1251000] [119.4/1000.0] [batch_t 0.217 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.002897] [CE 4.775 (4.591)] [KD 5.191 (5.036)] 2024-10-12 06:36:57,712 - Train: 11.94% [149400/1251000] [119.4/1000.0] [batch_t 0.223 (0.229)] [data_t 0.007] [optim_t 0.216] [lr 0.002897] [CE 4.935 (4.525)] [KD 5.074 (4.924)] 2024-10-12 06:37:09,023 - Train: 11.95% [149450/1251000] [119.5/1000.0] [batch_t 0.224 (0.226)] [data_t 0.009] [optim_t 0.214] [lr 0.002897] [CE 4.744 (4.612)] [KD 5.095 (5.066)] 2024-10-12 06:37:20,723 - Train: 11.95% [149500/1251000] [119.5/1000.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.002897] [CE 5.079 (4.532)] [KD 5.106 (4.974)] 2024-10-12 06:37:32,153 - Train: 11.95% [149550/1251000] [119.5/1000.0] [batch_t 0.221 (0.228)] [data_t 0.008] [optim_t 0.213] [lr 0.002897] [CE 4.836 (4.646)] [KD 5.392 (5.054)] 2024-10-12 06:37:43,559 - Train: 11.96% [149600/1251000] [119.6/1000.0] [batch_t 0.212 (0.228)] [data_t 0.010] [optim_t 0.203] [lr 0.002896] [CE 4.089 (4.587)] [KD 4.827 (5.045)] 2024-10-12 06:37:55,319 - Train: 11.96% [149650/1251000] [119.6/1000.0] [batch_t 0.227 (0.235)] [data_t 0.008] [optim_t 0.219] [lr 0.002896] [CE 4.401 (4.565)] [KD 4.919 (5.046)] 2024-10-12 06:38:07,094 - Train: 11.97% [149700/1251000] [119.7/1000.0] [batch_t 0.237 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.002896] [CE 4.327 (4.546)] [KD 4.661 (4.904)] 2024-10-12 06:38:18,425 - Train: 11.97% [149750/1251000] [119.7/1000.0] [batch_t 0.217 (0.226)] [data_t 0.010] [optim_t 0.208] [lr 0.002896] [CE 4.333 (4.588)] [KD 5.031 (5.003)] 2024-10-12 06:38:30,227 - Train: 11.97% [149800/1251000] [119.7/1000.0] [batch_t 0.216 (0.236)] [data_t 0.006] [optim_t 0.209] [lr 0.002896] [CE 4.671 (4.538)] [KD 4.956 (4.888)] 2024-10-12 06:38:42,163 - Train: 11.98% [149850/1251000] [119.8/1000.0] [batch_t 0.218 (0.239)] [data_t 0.007] [optim_t 0.211] [lr 0.002896] [CE 4.477 (4.557)] [KD 5.172 (4.992)] 2024-10-12 06:38:53,745 - Train: 11.98% [149900/1251000] [119.8/1000.0] [batch_t 0.214 (0.231)] [data_t 0.010] [optim_t 0.205] [lr 0.002896] [CE 4.384 (4.598)] [KD 4.896 (5.020)] 2024-10-12 06:39:05,003 - Train: 11.99% [149950/1251000] [119.9/1000.0] [batch_t 0.243 (0.225)] [data_t 0.008] [optim_t 0.235] [lr 0.002896] [CE 4.904 (4.595)] [KD 5.240 (5.020)] 2024-10-12 06:39:16,845 - Train: 11.99% [150000/1251000] [119.9/1000.0] [batch_t 0.221 (0.237)] [data_t 0.009] [optim_t 0.212] [lr 0.002896] [CE 4.330 (4.612)] [KD 4.812 (5.011)] 2024-10-12 06:39:28,487 - Train: 11.99% [150050/1251000] [119.9/1000.0] [batch_t 0.240 (0.233)] [data_t 0.007] [optim_t 0.233] [lr 0.002896] [CE 4.984 (4.655)] [KD 5.074 (5.137)] 2024-10-12 06:39:39,915 - Train: 12.00% [150100/1251000] [120.0/1000.0] [batch_t 0.225 (0.228)] [data_t 0.010] [optim_t 0.216] [lr 0.002896] [CE 4.552 (4.557)] [KD 4.906 (4.979)] 2024-10-12 06:39:53,864 - Test (net): 100.00% [50/50] [batch_t 0.270 (0.177)] [top1_cnt 34228] [top5_cnt 44371] [top_all 50000] 2024-10-12 06:39:53,865 - net: 68.456 (88.742) 2024-10-12 06:40:02,710 - Test (net_E): 100.00% [50/50] [batch_t 0.257 (0.160)] [top1_cnt 37385] [top5_cnt 46111] [top_all 50000] 2024-10-12 06:40:02,711 - net_E: 74.770 (92.222) 2024-10-12 06:40:02,895 - Max [top1: 69.094 (epoch: 110)] [top1-ema: 74.770 (epoch: 120)] 2024-10-12 06:40:02,896 - ==> Total time: 10:01:55 Eta: 3 days, 1:34:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:40:28,815 - Train: 12.00% [150150/1251000] [120.0/1000.0] [batch_t 0.230 (0.267)] [data_t 0.007] [optim_t 0.223] [lr 0.002896] [CE 4.781 (4.458)] [KD 5.100 (4.946)] 2024-10-12 06:40:40,283 - Train: 12.01% [150200/1251000] [120.1/1000.0] [batch_t 0.223 (0.229)] [data_t 0.008] [optim_t 0.215] [lr 0.002896] [CE 3.988 (4.530)] [KD 4.808 (5.008)] 2024-10-12 06:40:51,973 - Train: 12.01% [150250/1251000] [120.1/1000.0] [batch_t 0.223 (0.234)] [data_t 0.010] [optim_t 0.214] [lr 0.002896] [CE 4.181 (4.557)] [KD 5.011 (4.933)] 2024-10-12 06:41:03,433 - Train: 12.01% [150300/1251000] [120.1/1000.0] [batch_t 0.239 (0.229)] [data_t 0.010] [optim_t 0.230] [lr 0.002895] [CE 4.859 (4.624)] [KD 5.370 (5.014)] 2024-10-12 06:41:14,928 - Train: 12.02% [150350/1251000] [120.2/1000.0] [batch_t 0.228 (0.230)] [data_t 0.007] [optim_t 0.221] [lr 0.002895] [CE 4.558 (4.592)] [KD 5.114 (4.981)] 2024-10-12 06:41:26,981 - Train: 12.02% [150400/1251000] [120.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.007] [optim_t 0.224] [lr 0.002895] [CE 4.421 (4.557)] [KD 4.847 (4.969)] 2024-10-12 06:41:38,611 - Train: 12.03% [150450/1251000] [120.3/1000.0] [batch_t 0.219 (0.232)] [data_t 0.008] [optim_t 0.211] [lr 0.002895] [CE 4.660 (4.519)] [KD 5.281 (4.924)] 2024-10-12 06:41:49,772 - Train: 12.03% [150500/1251000] [120.3/1000.0] [batch_t 0.217 (0.223)] [data_t 0.009] [optim_t 0.209] [lr 0.002895] [CE 4.467 (4.616)] [KD 5.048 (4.931)] 2024-10-12 06:42:01,075 - Train: 12.03% [150550/1251000] [120.3/1000.0] [batch_t 0.220 (0.226)] [data_t 0.007] [optim_t 0.213] [lr 0.002895] [CE 4.769 (4.520)] [KD 4.882 (4.958)] 2024-10-12 06:42:12,797 - Train: 12.04% [150600/1251000] [120.4/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.217] [lr 0.002895] [CE 4.327 (4.559)] [KD 4.875 (4.972)] 2024-10-12 06:42:24,326 - Train: 12.04% [150650/1251000] [120.4/1000.0] [batch_t 0.238 (0.230)] [data_t 0.007] [optim_t 0.231] [lr 0.002895] [CE 4.600 (4.601)] [KD 4.917 (4.963)] 2024-10-12 06:42:36,359 - Train: 12.05% [150700/1251000] [120.5/1000.0] [batch_t 0.213 (0.240)] [data_t 0.008] [optim_t 0.205] [lr 0.002895] [CE 4.314 (4.597)] [KD 4.862 (4.960)] 2024-10-12 06:42:48,053 - Train: 12.05% [150750/1251000] [120.5/1000.0] [batch_t 0.221 (0.234)] [data_t 0.006] [optim_t 0.215] [lr 0.002895] [CE 4.497 (4.563)] [KD 5.004 (4.942)] 2024-10-12 06:42:59,401 - Train: 12.05% [150800/1251000] [120.5/1000.0] [batch_t 0.232 (0.227)] [data_t 0.007] [optim_t 0.225] [lr 0.002895] [CE 4.959 (4.596)] [KD 4.884 (4.969)] 2024-10-12 06:43:10,994 - Train: 12.06% [150850/1251000] [120.6/1000.0] [batch_t 0.222 (0.232)] [data_t 0.007] [optim_t 0.215] [lr 0.002895] [CE 4.795 (4.575)] [KD 5.309 (5.086)] 2024-10-12 06:43:22,625 - Train: 12.06% [150900/1251000] [120.6/1000.0] [batch_t 0.211 (0.232)] [data_t 0.007] [optim_t 0.204] [lr 0.002895] [CE 4.575 (4.572)] [KD 5.145 (5.043)] 2024-10-12 06:43:33,984 - Train: 12.07% [150950/1251000] [120.7/1000.0] [batch_t 0.224 (0.227)] [data_t 0.008] [optim_t 0.216] [lr 0.002895] [CE 4.402 (4.572)] [KD 5.014 (5.006)] 2024-10-12 06:43:45,899 - Train: 12.07% [151000/1251000] [120.7/1000.0] [batch_t 0.217 (0.238)] [data_t 0.009] [optim_t 0.208] [lr 0.002895] [CE 4.942 (4.584)] [KD 5.227 (4.963)] 2024-10-12 06:43:57,490 - Train: 12.07% [151050/1251000] [120.7/1000.0] [batch_t 0.231 (0.232)] [data_t 0.011] [optim_t 0.220] [lr 0.002894] [CE 4.466 (4.605)] [KD 4.827 (4.990)] 2024-10-12 06:44:09,227 - Train: 12.08% [151100/1251000] [120.8/1000.0] [batch_t 0.224 (0.235)] [data_t 0.006] [optim_t 0.217] [lr 0.002894] [CE 4.354 (4.540)] [KD 4.834 (5.043)] 2024-10-12 06:44:20,831 - Train: 12.08% [151150/1251000] [120.8/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002894] [CE 4.274 (4.512)] [KD 4.614 (4.997)] 2024-10-12 06:44:32,411 - Train: 12.09% [151200/1251000] [120.9/1000.0] [batch_t 0.226 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.002894] [CE 4.500 (4.593)] [KD 4.937 (5.100)] 2024-10-12 06:44:44,221 - Train: 12.09% [151250/1251000] [120.9/1000.0] [batch_t 0.423 (0.236)] [data_t 0.011] [optim_t 0.412] [lr 0.002894] [CE 4.952 (4.583)] [KD 5.252 (4.976)] 2024-10-12 06:44:56,039 - Train: 12.09% [151300/1251000] [120.9/1000.0] [batch_t 0.805 (0.236)] [data_t 0.008] [optim_t 0.798] [lr 0.002894] [CE 4.740 (4.560)] [KD 5.139 (5.030)] 2024-10-12 06:45:07,243 - Train: 12.10% [151350/1251000] [121.0/1000.0] [batch_t 0.219 (0.224)] [data_t 0.007] [optim_t 0.212] [lr 0.002894] [CE 4.627 (4.559)] [KD 4.956 (4.926)] 2024-10-12 06:45:11,836 - ==> Total time: 10:07:04 Eta: 3 days, 1:30:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:45:22,240 - Train: 12.10% [151400/1251000] [121.0/1000.0] [batch_t 0.224 (0.258)] [data_t 0.008] [optim_t 0.216] [lr 0.002894] [CE 4.651 (4.601)] [KD 4.859 (5.077)] 2024-10-12 06:45:33,869 - Train: 12.11% [151450/1251000] [121.1/1000.0] [batch_t 0.210 (0.232)] [data_t 0.008] [optim_t 0.202] [lr 0.002894] [CE 4.514 (4.602)] [KD 5.029 (4.979)] 2024-10-12 06:45:45,443 - Train: 12.11% [151500/1251000] [121.1/1000.0] [batch_t 0.233 (0.231)] [data_t 0.009] [optim_t 0.224] [lr 0.002894] [CE 4.061 (4.587)] [KD 4.990 (4.998)] 2024-10-12 06:45:56,549 - Train: 12.11% [151550/1251000] [121.1/1000.0] [batch_t 0.213 (0.222)] [data_t 0.007] [optim_t 0.205] [lr 0.002894] [CE 4.561 (4.607)] [KD 5.030 (5.004)] 2024-10-12 06:46:08,385 - Train: 12.12% [151600/1251000] [121.2/1000.0] [batch_t 0.392 (0.237)] [data_t 0.009] [optim_t 0.383] [lr 0.002894] [CE 4.184 (4.551)] [KD 4.831 (5.010)] 2024-10-12 06:46:20,028 - Train: 12.12% [151650/1251000] [121.2/1000.0] [batch_t 0.228 (0.233)] [data_t 0.007] [optim_t 0.221] [lr 0.002894] [CE 4.978 (4.561)] [KD 5.124 (4.965)] 2024-10-12 06:46:31,633 - Train: 12.13% [151700/1251000] [121.3/1000.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.211] [lr 0.002894] [CE 4.168 (4.515)] [KD 4.888 (4.976)] 2024-10-12 06:46:42,855 - Train: 12.13% [151750/1251000] [121.3/1000.0] [batch_t 0.218 (0.224)] [data_t 0.008] [optim_t 0.210] [lr 0.002893] [CE 4.899 (4.595)] [KD 5.139 (5.043)] 2024-10-12 06:46:54,378 - Train: 12.13% [151800/1251000] [121.3/1000.0] [batch_t 0.216 (0.230)] [data_t 0.009] [optim_t 0.207] [lr 0.002893] [CE 4.843 (4.520)] [KD 4.859 (4.955)] 2024-10-12 06:47:05,731 - Train: 12.14% [151850/1251000] [121.4/1000.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.209] [lr 0.002893] [CE 4.638 (4.607)] [KD 5.094 (5.047)] 2024-10-12 06:47:17,246 - Train: 12.14% [151900/1251000] [121.4/1000.0] [batch_t 0.222 (0.230)] [data_t 0.008] [optim_t 0.214] [lr 0.002893] [CE 4.586 (4.632)] [KD 4.941 (5.122)] 2024-10-12 06:47:29,001 - Train: 12.15% [151950/1251000] [121.5/1000.0] [batch_t 0.216 (0.235)] [data_t 0.007] [optim_t 0.209] [lr 0.002893] [CE 4.447 (4.606)] [KD 5.190 (5.076)] 2024-10-12 06:47:40,293 - Train: 12.15% [152000/1251000] [121.5/1000.0] [batch_t 0.219 (0.226)] [data_t 0.007] [optim_t 0.212] [lr 0.002893] [CE 4.647 (4.616)] [KD 5.044 (5.102)] 2024-10-12 06:47:51,682 - Train: 12.15% [152050/1251000] [121.5/1000.0] [batch_t 0.229 (0.228)] [data_t 0.008] [optim_t 0.221] [lr 0.002893] [CE 4.949 (4.593)] [KD 5.207 (4.956)] 2024-10-12 06:48:03,601 - Train: 12.16% [152100/1251000] [121.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.229] [lr 0.002893] [CE 4.507 (4.518)] [KD 4.902 (5.050)] 2024-10-12 06:48:15,085 - Train: 12.16% [152150/1251000] [121.6/1000.0] [batch_t 0.236 (0.230)] [data_t 0.007] [optim_t 0.229] [lr 0.002893] [CE 4.199 (4.552)] [KD 4.532 (4.966)] 2024-10-12 06:48:26,648 - Train: 12.17% [152200/1251000] [121.7/1000.0] [batch_t 0.222 (0.231)] [data_t 0.009] [optim_t 0.213] [lr 0.002893] [CE 4.877 (4.549)] [KD 5.078 (5.016)] 2024-10-12 06:48:38,523 - Train: 12.17% [152250/1251000] [121.7/1000.0] [batch_t 0.225 (0.237)] [data_t 0.010] [optim_t 0.215] [lr 0.002893] [CE 4.815 (4.501)] [KD 5.141 (4.959)] 2024-10-12 06:48:50,247 - Train: 12.17% [152300/1251000] [121.7/1000.0] [batch_t 0.215 (0.234)] [data_t 0.007] [optim_t 0.209] [lr 0.002893] [CE 4.788 (4.495)] [KD 5.302 (4.951)] 2024-10-12 06:49:01,579 - Train: 12.18% [152350/1251000] [121.8/1000.0] [batch_t 0.227 (0.226)] [data_t 0.010] [optim_t 0.218] [lr 0.002893] [CE 4.642 (4.549)] [KD 5.082 (5.073)] 2024-10-12 06:49:13,337 - Train: 12.18% [152400/1251000] [121.8/1000.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.002893] [CE 4.763 (4.556)] [KD 5.092 (5.105)] 2024-10-12 06:49:24,899 - Train: 12.19% [152450/1251000] [121.9/1000.0] [batch_t 0.220 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.002892] [CE 4.736 (4.632)] [KD 5.173 (5.093)] 2024-10-12 06:49:36,544 - Train: 12.19% [152500/1251000] [121.9/1000.0] [batch_t 0.251 (0.233)] [data_t 0.010] [optim_t 0.242] [lr 0.002892] [CE 4.535 (4.615)] [KD 5.123 (5.115)] 2024-10-12 06:49:48,290 - Train: 12.19% [152550/1251000] [121.9/1000.0] [batch_t 0.221 (0.235)] [data_t 0.008] [optim_t 0.214] [lr 0.002892] [CE 4.297 (4.594)] [KD 5.087 (5.098)] 2024-10-12 06:49:59,706 - Train: 12.20% [152600/1251000] [122.0/1000.0] [batch_t 0.224 (0.228)] [data_t 0.008] [optim_t 0.216] [lr 0.002892] [CE 4.376 (4.567)] [KD 5.031 (5.045)] 2024-10-12 06:50:04,707 - ==> Total time: 10:11:57 Eta: 3 days, 1:24:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:50:15,386 - Train: 12.20% [152650/1251000] [122.0/1000.0] [batch_t 0.231 (0.263)] [data_t 0.010] [optim_t 0.221] [lr 0.002892] [CE 4.763 (4.542)] [KD 4.800 (4.887)] 2024-10-12 06:50:27,714 - Train: 12.21% [152700/1251000] [122.1/1000.0] [batch_t 0.224 (0.246)] [data_t 0.009] [optim_t 0.215] [lr 0.002892] [CE 4.602 (4.496)] [KD 5.285 (4.924)] 2024-10-12 06:50:39,565 - Train: 12.21% [152750/1251000] [122.1/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002892] [CE 5.182 (4.534)] [KD 5.179 (4.972)] 2024-10-12 06:50:51,156 - Train: 12.21% [152800/1251000] [122.1/1000.0] [batch_t 0.231 (0.232)] [data_t 0.010] [optim_t 0.221] [lr 0.002892] [CE 4.486 (4.607)] [KD 4.803 (4.940)] 2024-10-12 06:51:02,559 - Train: 12.22% [152850/1251000] [122.2/1000.0] [batch_t 0.229 (0.228)] [data_t 0.010] [optim_t 0.219] [lr 0.002892] [CE 4.905 (4.581)] [KD 5.288 (4.845)] 2024-10-12 06:51:14,555 - Train: 12.22% [152900/1251000] [122.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002892] [CE 4.023 (4.572)] [KD 4.687 (4.966)] 2024-10-12 06:51:26,124 - Train: 12.23% [152950/1251000] [122.3/1000.0] [batch_t 0.236 (0.231)] [data_t 0.010] [optim_t 0.226] [lr 0.002892] [CE 4.270 (4.506)] [KD 4.853 (4.962)] 2024-10-12 06:51:38,041 - Train: 12.23% [153000/1251000] [122.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002892] [CE 4.182 (4.580)] [KD 4.851 (4.968)] 2024-10-12 06:51:49,482 - Train: 12.23% [153050/1251000] [122.3/1000.0] [batch_t 0.230 (0.229)] [data_t 0.010] [optim_t 0.220] [lr 0.002892] [CE 4.348 (4.576)] [KD 4.711 (4.995)] 2024-10-12 06:52:01,326 - Train: 12.24% [153100/1251000] [122.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.230] [lr 0.002892] [CE 4.922 (4.537)] [KD 5.097 (4.889)] 2024-10-12 06:52:13,033 - Train: 12.24% [153150/1251000] [122.4/1000.0] [batch_t 0.239 (0.234)] [data_t 0.006] [optim_t 0.232] [lr 0.002892] [CE 5.072 (4.520)] [KD 5.155 (5.019)] 2024-10-12 06:52:24,616 - Train: 12.25% [153200/1251000] [122.5/1000.0] [batch_t 0.221 (0.231)] [data_t 0.010] [optim_t 0.211] [lr 0.002891] [CE 4.393 (4.605)] [KD 5.215 (5.101)] 2024-10-12 06:52:36,177 - Train: 12.25% [153250/1251000] [122.5/1000.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.002891] [CE 4.598 (4.610)] [KD 5.000 (5.085)] 2024-10-12 06:52:47,953 - Train: 12.25% [153300/1251000] [122.5/1000.0] [batch_t 0.237 (0.235)] [data_t 0.008] [optim_t 0.229] [lr 0.002891] [CE 5.095 (4.619)] [KD 5.258 (5.021)] 2024-10-12 06:52:59,164 - Train: 12.26% [153350/1251000] [122.6/1000.0] [batch_t 0.220 (0.224)] [data_t 0.010] [optim_t 0.210] [lr 0.002891] [CE 4.080 (4.571)] [KD 4.664 (4.946)] 2024-10-12 06:53:10,857 - Train: 12.26% [153400/1251000] [122.6/1000.0] [batch_t 0.241 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.002891] [CE 4.386 (4.603)] [KD 4.730 (5.041)] 2024-10-12 06:53:22,228 - Train: 12.27% [153450/1251000] [122.7/1000.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.209] [lr 0.002891] [CE 4.613 (4.585)] [KD 5.015 (5.048)] 2024-10-12 06:53:33,609 - Train: 12.27% [153500/1251000] [122.7/1000.0] [batch_t 0.222 (0.227)] [data_t 0.010] [optim_t 0.212] [lr 0.002891] [CE 3.778 (4.544)] [KD 4.740 (5.009)] 2024-10-12 06:53:45,159 - Train: 12.27% [153550/1251000] [122.7/1000.0] [batch_t 0.405 (0.231)] [data_t 0.009] [optim_t 0.396] [lr 0.002891] [CE 4.724 (4.495)] [KD 5.048 (4.934)] 2024-10-12 06:53:56,580 - Train: 12.28% [153600/1251000] [122.8/1000.0] [batch_t 0.223 (0.228)] [data_t 0.006] [optim_t 0.217] [lr 0.002891] [CE 4.619 (4.516)] [KD 5.053 (4.954)] 2024-10-12 06:54:07,914 - Train: 12.28% [153650/1251000] [122.8/1000.0] [batch_t 0.231 (0.226)] [data_t 0.010] [optim_t 0.221] [lr 0.002891] [CE 4.677 (4.597)] [KD 5.072 (5.101)] 2024-10-12 06:54:19,637 - Train: 12.29% [153700/1251000] [122.9/1000.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.002891] [CE 4.276 (4.566)] [KD 4.909 (4.976)] 2024-10-12 06:54:31,121 - Train: 12.29% [153750/1251000] [122.9/1000.0] [batch_t 0.227 (0.230)] [data_t 0.006] [optim_t 0.220] [lr 0.002891] [CE 4.212 (4.487)] [KD 4.810 (4.982)] 2024-10-12 06:54:42,570 - Train: 12.29% [153800/1251000] [122.9/1000.0] [batch_t 0.216 (0.229)] [data_t 0.008] [optim_t 0.208] [lr 0.002891] [CE 5.023 (4.583)] [KD 5.233 (5.048)] 2024-10-12 06:54:54,247 - Train: 12.30% [153850/1251000] [123.0/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.002891] [CE 4.682 (4.577)] [KD 4.744 (5.044)] 2024-10-12 06:54:59,445 - ==> Total time: 10:16:52 Eta: 3 days, 1:18:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 06:55:10,040 - Train: 12.30% [153900/1251000] [123.0/1000.0] [batch_t 0.246 (0.270)] [data_t 0.009] [optim_t 0.237] [lr 0.002890] [CE 4.644 (4.558)] [KD 5.104 (4.975)] 2024-10-12 06:55:21,987 - Train: 12.31% [153950/1251000] [123.1/1000.0] [batch_t 0.220 (0.239)] [data_t 0.010] [optim_t 0.210] [lr 0.002890] [CE 4.702 (4.568)] [KD 5.039 (5.013)] 2024-10-12 06:55:33,770 - Train: 12.31% [154000/1251000] [123.1/1000.0] [batch_t 0.225 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.002890] [CE 4.738 (4.542)] [KD 5.024 (4.980)] 2024-10-12 06:55:45,523 - Train: 12.31% [154050/1251000] [123.1/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002890] [CE 4.633 (4.545)] [KD 5.160 (4.974)] 2024-10-12 06:55:57,771 - Train: 12.32% [154100/1251000] [123.2/1000.0] [batch_t 0.220 (0.245)] [data_t 0.006] [optim_t 0.214] [lr 0.002890] [CE 3.831 (4.620)] [KD 4.795 (5.009)] 2024-10-12 06:56:09,653 - Train: 12.32% [154150/1251000] [123.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.008] [optim_t 0.222] [lr 0.002890] [CE 4.624 (4.599)] [KD 5.144 (4.952)] 2024-10-12 06:56:21,979 - Train: 12.33% [154200/1251000] [123.3/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.002890] [CE 4.647 (4.553)] [KD 5.142 (4.978)] 2024-10-12 06:56:33,660 - Train: 12.33% [154250/1251000] [123.3/1000.0] [batch_t 0.226 (0.233)] [data_t 0.007] [optim_t 0.219] [lr 0.002890] [CE 4.799 (4.597)] [KD 4.993 (5.047)] 2024-10-12 06:56:45,479 - Train: 12.33% [154300/1251000] [123.3/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.002890] [CE 4.361 (4.537)] [KD 4.798 (4.838)] 2024-10-12 06:56:57,330 - Train: 12.34% [154350/1251000] [123.4/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002890] [CE 4.791 (4.468)] [KD 5.274 (4.943)] 2024-10-12 06:57:09,038 - Train: 12.34% [154400/1251000] [123.4/1000.0] [batch_t 0.217 (0.234)] [data_t 0.010] [optim_t 0.207] [lr 0.002890] [CE 5.015 (4.610)] [KD 5.092 (5.013)] 2024-10-12 06:57:21,133 - Train: 12.35% [154450/1251000] [123.5/1000.0] [batch_t 0.228 (0.242)] [data_t 0.008] [optim_t 0.219] [lr 0.002890] [CE 4.957 (4.531)] [KD 5.247 (4.987)] 2024-10-12 06:57:33,085 - Train: 12.35% [154500/1251000] [123.5/1000.0] [batch_t 0.211 (0.239)] [data_t 0.010] [optim_t 0.201] [lr 0.002890] [CE 4.361 (4.532)] [KD 5.055 (5.015)] 2024-10-12 06:57:44,382 - Train: 12.35% [154550/1251000] [123.5/1000.0] [batch_t 0.223 (0.226)] [data_t 0.010] [optim_t 0.213] [lr 0.002890] [CE 4.805 (4.635)] [KD 5.156 (5.079)] 2024-10-12 06:57:56,266 - Train: 12.36% [154600/1251000] [123.6/1000.0] [batch_t 0.223 (0.238)] [data_t 0.006] [optim_t 0.216] [lr 0.002889] [CE 4.249 (4.536)] [KD 4.726 (5.018)] 2024-10-12 06:58:07,651 - Train: 12.36% [154650/1251000] [123.6/1000.0] [batch_t 0.236 (0.228)] [data_t 0.010] [optim_t 0.226] [lr 0.002889] [CE 4.845 (4.486)] [KD 5.257 (4.923)] 2024-10-12 06:58:19,316 - Train: 12.37% [154700/1251000] [123.7/1000.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.002889] [CE 4.582 (4.606)] [KD 5.084 (4.945)] 2024-10-12 06:58:31,064 - Train: 12.37% [154750/1251000] [123.7/1000.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.212] [lr 0.002889] [CE 4.591 (4.536)] [KD 5.012 (4.980)] 2024-10-12 06:58:42,769 - Train: 12.37% [154800/1251000] [123.7/1000.0] [batch_t 0.229 (0.234)] [data_t 0.008] [optim_t 0.221] [lr 0.002889] [CE 4.706 (4.520)] [KD 4.751 (5.032)] 2024-10-12 06:58:54,266 - Train: 12.38% [154850/1251000] [123.8/1000.0] [batch_t 0.217 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.002889] [CE 4.375 (4.562)] [KD 4.693 (5.059)] 2024-10-12 06:59:05,954 - Train: 12.38% [154900/1251000] [123.8/1000.0] [batch_t 0.231 (0.234)] [data_t 0.008] [optim_t 0.222] [lr 0.002889] [CE 4.162 (4.615)] [KD 4.830 (5.054)] 2024-10-12 06:59:17,525 - Train: 12.39% [154950/1251000] [123.9/1000.0] [batch_t 0.232 (0.231)] [data_t 0.010] [optim_t 0.223] [lr 0.002889] [CE 4.352 (4.522)] [KD 4.762 (4.914)] 2024-10-12 06:59:29,252 - Train: 12.39% [155000/1251000] [123.9/1000.0] [batch_t 0.225 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.002889] [CE 4.973 (4.638)] [KD 5.087 (5.029)] 2024-10-12 06:59:41,110 - Train: 12.39% [155050/1251000] [123.9/1000.0] [batch_t 0.224 (0.237)] [data_t 0.010] [optim_t 0.214] [lr 0.002889] [CE 4.662 (4.598)] [KD 5.269 (5.090)] 2024-10-12 06:59:52,746 - Train: 12.40% [155100/1251000] [124.0/1000.0] [batch_t 0.228 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.002889] [CE 4.512 (4.579)] [KD 5.049 (5.050)] 2024-10-12 06:59:58,007 - ==> Total time: 10:21:50 Eta: 3 days, 1:13:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:00:07,754 - Train: 12.40% [155150/1251000] [124.0/1000.0] [batch_t 0.237 (0.272)] [data_t 0.007] [optim_t 0.229] [lr 0.002889] [CE 4.278 (4.526)] [KD 4.702 (4.891)] 2024-10-12 07:00:19,540 - Train: 12.41% [155200/1251000] [124.1/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.002889] [CE 4.502 (4.558)] [KD 5.025 (4.945)] 2024-10-12 07:00:31,713 - Train: 12.41% [155250/1251000] [124.1/1000.0] [batch_t 0.216 (0.243)] [data_t 0.009] [optim_t 0.207] [lr 0.002889] [CE 4.799 (4.548)] [KD 5.056 (5.055)] 2024-10-12 07:00:43,477 - Train: 12.41% [155300/1251000] [124.1/1000.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.002888] [CE 4.928 (4.574)] [KD 5.268 (5.095)] 2024-10-12 07:00:54,888 - Train: 12.42% [155350/1251000] [124.2/1000.0] [batch_t 0.220 (0.228)] [data_t 0.008] [optim_t 0.212] [lr 0.002888] [CE 4.471 (4.534)] [KD 5.162 (4.971)] 2024-10-12 07:01:06,694 - Train: 12.42% [155400/1251000] [124.2/1000.0] [batch_t 0.228 (0.236)] [data_t 0.010] [optim_t 0.218] [lr 0.002888] [CE 4.591 (4.524)] [KD 5.089 (5.012)] 2024-10-12 07:01:18,140 - Train: 12.43% [155450/1251000] [124.3/1000.0] [batch_t 0.228 (0.229)] [data_t 0.009] [optim_t 0.218] [lr 0.002888] [CE 4.733 (4.587)] [KD 4.972 (5.004)] 2024-10-12 07:01:29,612 - Train: 12.43% [155500/1251000] [124.3/1000.0] [batch_t 0.222 (0.229)] [data_t 0.007] [optim_t 0.215] [lr 0.002888] [CE 4.585 (4.561)] [KD 4.836 (4.906)] 2024-10-12 07:01:41,429 - Train: 12.43% [155550/1251000] [124.3/1000.0] [batch_t 0.222 (0.236)] [data_t 0.010] [optim_t 0.212] [lr 0.002888] [CE 4.949 (4.525)] [KD 5.221 (4.953)] 2024-10-12 07:01:52,883 - Train: 12.44% [155600/1251000] [124.4/1000.0] [batch_t 0.220 (0.229)] [data_t 0.006] [optim_t 0.213] [lr 0.002888] [CE 4.398 (4.596)] [KD 4.976 (5.019)] 2024-10-12 07:02:04,562 - Train: 12.44% [155650/1251000] [124.4/1000.0] [batch_t 0.221 (0.233)] [data_t 0.007] [optim_t 0.214] [lr 0.002888] [CE 4.239 (4.572)] [KD 4.907 (4.986)] 2024-10-12 07:02:16,389 - Train: 12.45% [155700/1251000] [124.5/1000.0] [batch_t 0.222 (0.236)] [data_t 0.010] [optim_t 0.212] [lr 0.002888] [CE 4.589 (4.528)] [KD 4.765 (4.958)] 2024-10-12 07:02:27,922 - Train: 12.45% [155750/1251000] [124.5/1000.0] [batch_t 0.224 (0.230)] [data_t 0.011] [optim_t 0.213] [lr 0.002888] [CE 4.761 (4.502)] [KD 5.028 (4.977)] 2024-10-12 07:02:39,445 - Train: 12.45% [155800/1251000] [124.5/1000.0] [batch_t 0.219 (0.230)] [data_t 0.010] [optim_t 0.209] [lr 0.002888] [CE 4.583 (4.581)] [KD 4.885 (4.963)] 2024-10-12 07:02:51,277 - Train: 12.46% [155850/1251000] [124.6/1000.0] [batch_t 0.226 (0.236)] [data_t 0.008] [optim_t 0.217] [lr 0.002888] [CE 4.782 (4.518)] [KD 5.189 (4.982)] 2024-10-12 07:03:02,929 - Train: 12.46% [155900/1251000] [124.6/1000.0] [batch_t 0.232 (0.233)] [data_t 0.007] [optim_t 0.225] [lr 0.002888] [CE 4.110 (4.447)] [KD 4.646 (4.905)] 2024-10-12 07:03:14,958 - Train: 12.47% [155950/1251000] [124.7/1000.0] [batch_t 0.220 (0.240)] [data_t 0.007] [optim_t 0.213] [lr 0.002888] [CE 4.310 (4.546)] [KD 4.653 (4.904)] 2024-10-12 07:03:26,462 - Train: 12.47% [156000/1251000] [124.7/1000.0] [batch_t 0.231 (0.230)] [data_t 0.007] [optim_t 0.223] [lr 0.002887] [CE 4.633 (4.518)] [KD 4.838 (4.861)] 2024-10-12 07:03:38,354 - Train: 12.47% [156050/1251000] [124.7/1000.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.002887] [CE 4.989 (4.589)] [KD 4.999 (4.941)] 2024-10-12 07:03:49,638 - Train: 12.48% [156100/1251000] [124.8/1000.0] [batch_t 0.222 (0.226)] [data_t 0.009] [optim_t 0.213] [lr 0.002887] [CE 4.146 (4.557)] [KD 4.958 (4.946)] 2024-10-12 07:04:00,949 - Train: 12.48% [156150/1251000] [124.8/1000.0] [batch_t 0.222 (0.226)] [data_t 0.007] [optim_t 0.216] [lr 0.002887] [CE 4.453 (4.549)] [KD 4.827 (4.904)] 2024-10-12 07:04:13,008 - Train: 12.49% [156200/1251000] [124.9/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.002887] [CE 5.103 (4.551)] [KD 5.397 (4.959)] 2024-10-12 07:04:24,610 - Train: 12.49% [156250/1251000] [124.9/1000.0] [batch_t 0.224 (0.232)] [data_t 0.007] [optim_t 0.217] [lr 0.002887] [CE 3.993 (4.574)] [KD 4.776 (5.034)] 2024-10-12 07:04:36,631 - Train: 12.49% [156300/1251000] [124.9/1000.0] [batch_t 0.242 (0.240)] [data_t 0.011] [optim_t 0.231] [lr 0.002887] [CE 4.796 (4.524)] [KD 4.851 (4.900)] 2024-10-12 07:04:48,643 - Train: 12.50% [156350/1251000] [125.0/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.002887] [CE 4.799 (4.585)] [KD 5.278 (5.031)] 2024-10-12 07:05:03,131 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 34017] [top5_cnt 44399] [top_all 50000] 2024-10-12 07:05:03,132 - net: 68.034 (88.798) 2024-10-12 07:05:11,328 - Test (net_E): 100.00% [50/50] [batch_t 0.087 (0.148)] [top1_cnt 37435] [top5_cnt 46121] [top_all 50000] 2024-10-12 07:05:11,329 - net_E: 74.870 (92.242) 2024-10-12 07:05:11,533 - Max [top1: 69.094 (epoch: 110)] [top1-ema: 74.870 (epoch: 125)] 2024-10-12 07:05:11,534 - ==> Total time: 10:27:04 Eta: 3 days, 1:09:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:05:29,872 - Train: 12.50% [156400/1251000] [125.0/1000.0] [batch_t 0.225 (0.258)] [data_t 0.007] [optim_t 0.218] [lr 0.002887] [CE 4.431 (4.625)] [KD 5.127 (5.027)] 2024-10-12 07:05:41,683 - Train: 12.51% [156450/1251000] [125.1/1000.0] [batch_t 0.217 (0.236)] [data_t 0.010] [optim_t 0.208] [lr 0.002887] [CE 4.512 (4.520)] [KD 4.906 (4.917)] 2024-10-12 07:05:53,235 - Train: 12.51% [156500/1251000] [125.1/1000.0] [batch_t 0.215 (0.231)] [data_t 0.007] [optim_t 0.209] [lr 0.002887] [CE 4.356 (4.604)] [KD 5.334 (5.091)] 2024-10-12 07:06:04,755 - Train: 12.51% [156550/1251000] [125.1/1000.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.002887] [CE 4.656 (4.579)] [KD 5.307 (4.986)] 2024-10-12 07:06:15,989 - Train: 12.52% [156600/1251000] [125.2/1000.0] [batch_t 0.221 (0.224)] [data_t 0.009] [optim_t 0.212] [lr 0.002887] [CE 4.137 (4.480)] [KD 4.949 (4.853)] 2024-10-12 07:06:28,116 - Train: 12.52% [156650/1251000] [125.2/1000.0] [batch_t 0.227 (0.242)] [data_t 0.007] [optim_t 0.220] [lr 0.002887] [CE 4.644 (4.607)] [KD 5.272 (4.983)] 2024-10-12 07:06:39,515 - Train: 12.53% [156700/1251000] [125.3/1000.0] [batch_t 0.227 (0.228)] [data_t 0.009] [optim_t 0.218] [lr 0.002886] [CE 4.503 (4.473)] [KD 4.805 (4.960)] 2024-10-12 07:06:51,223 - Train: 12.53% [156750/1251000] [125.3/1000.0] [batch_t 0.225 (0.234)] [data_t 0.007] [optim_t 0.218] [lr 0.002886] [CE 4.603 (4.547)] [KD 4.941 (5.016)] 2024-10-12 07:07:02,953 - Train: 12.53% [156800/1251000] [125.3/1000.0] [batch_t 0.227 (0.234)] [data_t 0.007] [optim_t 0.220] [lr 0.002886] [CE 4.455 (4.585)] [KD 4.912 (5.050)] 2024-10-12 07:07:14,416 - Train: 12.54% [156850/1251000] [125.4/1000.0] [batch_t 0.237 (0.229)] [data_t 0.009] [optim_t 0.227] [lr 0.002886] [CE 4.414 (4.525)] [KD 5.152 (5.022)] 2024-10-12 07:07:25,815 - Train: 12.54% [156900/1251000] [125.4/1000.0] [batch_t 0.233 (0.228)] [data_t 0.007] [optim_t 0.225] [lr 0.002886] [CE 4.715 (4.603)] [KD 4.950 (5.131)] 2024-10-12 07:07:37,676 - Train: 12.55% [156950/1251000] [125.5/1000.0] [batch_t 0.213 (0.237)] [data_t 0.008] [optim_t 0.204] [lr 0.002886] [CE 4.625 (4.562)] [KD 4.901 (5.066)] 2024-10-12 07:07:48,980 - Train: 12.55% [157000/1251000] [125.5/1000.0] [batch_t 0.217 (0.226)] [data_t 0.010] [optim_t 0.207] [lr 0.002886] [CE 4.369 (4.598)] [KD 4.769 (5.047)] 2024-10-12 07:08:00,565 - Train: 12.55% [157050/1251000] [125.5/1000.0] [batch_t 0.229 (0.232)] [data_t 0.006] [optim_t 0.224] [lr 0.002886] [CE 4.580 (4.518)] [KD 4.916 (4.933)] 2024-10-12 07:08:12,279 - Train: 12.56% [157100/1251000] [125.6/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002886] [CE 4.559 (4.565)] [KD 5.250 (4.956)] 2024-10-12 07:08:24,330 - Train: 12.56% [157150/1251000] [125.6/1000.0] [batch_t 0.223 (0.241)] [data_t 0.007] [optim_t 0.216] [lr 0.002886] [CE 4.055 (4.563)] [KD 4.629 (4.975)] 2024-10-12 07:08:35,866 - Train: 12.57% [157200/1251000] [125.7/1000.0] [batch_t 0.229 (0.231)] [data_t 0.006] [optim_t 0.222] [lr 0.002886] [CE 4.659 (4.589)] [KD 4.959 (5.004)] 2024-10-12 07:08:47,684 - Train: 12.57% [157250/1251000] [125.7/1000.0] [batch_t 0.230 (0.236)] [data_t 0.006] [optim_t 0.223] [lr 0.002886] [CE 4.719 (4.564)] [KD 5.297 (5.021)] 2024-10-12 07:08:58,990 - Train: 12.57% [157300/1251000] [125.7/1000.0] [batch_t 0.216 (0.226)] [data_t 0.008] [optim_t 0.209] [lr 0.002886] [CE 3.890 (4.602)] [KD 4.924 (5.047)] 2024-10-12 07:09:10,445 - Train: 12.58% [157350/1251000] [125.8/1000.0] [batch_t 0.223 (0.229)] [data_t 0.007] [optim_t 0.215] [lr 0.002886] [CE 5.004 (4.586)] [KD 5.381 (4.979)] 2024-10-12 07:09:22,179 - Train: 12.58% [157400/1251000] [125.8/1000.0] [batch_t 0.220 (0.234)] [data_t 0.006] [optim_t 0.214] [lr 0.002885] [CE 4.357 (4.538)] [KD 4.891 (4.985)] 2024-10-12 07:09:34,104 - Train: 12.59% [157450/1251000] [125.9/1000.0] [batch_t 0.215 (0.238)] [data_t 0.008] [optim_t 0.207] [lr 0.002885] [CE 4.684 (4.562)] [KD 4.858 (5.045)] 2024-10-12 07:09:45,436 - Train: 12.59% [157500/1251000] [125.9/1000.0] [batch_t 0.227 (0.226)] [data_t 0.007] [optim_t 0.220] [lr 0.002885] [CE 4.757 (4.537)] [KD 5.179 (4.959)] 2024-10-12 07:09:56,556 - Train: 12.59% [157550/1251000] [125.9/1000.0] [batch_t 0.223 (0.222)] [data_t 0.006] [optim_t 0.216] [lr 0.002885] [CE 4.546 (4.595)] [KD 5.047 (5.002)] 2024-10-12 07:10:07,787 - Train: 12.60% [157600/1251000] [126.0/1000.0] [batch_t 0.211 (0.224)] [data_t 0.008] [optim_t 0.203] [lr 0.002885] [CE 4.541 (4.610)] [KD 5.038 (4.992)] 2024-10-12 07:10:13,541 - ==> Total time: 10:32:06 Eta: 3 days, 1:04:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:10:22,867 - Train: 12.60% [157650/1251000] [126.0/1000.0] [batch_t 0.233 (0.277)] [data_t 0.009] [optim_t 0.224] [lr 0.002885] [CE 4.382 (4.532)] [KD 4.867 (4.921)] 2024-10-12 07:10:34,982 - Train: 12.61% [157700/1251000] [126.1/1000.0] [batch_t 0.222 (0.242)] [data_t 0.007] [optim_t 0.215] [lr 0.002885] [CE 4.678 (4.530)] [KD 5.024 (4.891)] 2024-10-12 07:10:46,448 - Train: 12.61% [157750/1251000] [126.1/1000.0] [batch_t 0.218 (0.229)] [data_t 0.006] [optim_t 0.212] [lr 0.002885] [CE 4.393 (4.584)] [KD 4.834 (5.030)] 2024-10-12 07:10:58,198 - Train: 12.61% [157800/1251000] [126.1/1000.0] [batch_t 0.239 (0.235)] [data_t 0.008] [optim_t 0.232] [lr 0.002885] [CE 4.263 (4.554)] [KD 5.044 (5.067)] 2024-10-12 07:11:09,907 - Train: 12.62% [157850/1251000] [126.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002885] [CE 4.535 (4.518)] [KD 4.837 (4.906)] 2024-10-12 07:11:21,354 - Train: 12.62% [157900/1251000] [126.2/1000.0] [batch_t 0.230 (0.229)] [data_t 0.009] [optim_t 0.221] [lr 0.002885] [CE 4.441 (4.564)] [KD 4.918 (4.884)] 2024-10-12 07:11:32,976 - Train: 12.63% [157950/1251000] [126.3/1000.0] [batch_t 0.213 (0.232)] [data_t 0.009] [optim_t 0.204] [lr 0.002885] [CE 4.203 (4.531)] [KD 4.921 (4.964)] 2024-10-12 07:11:44,757 - Train: 12.63% [158000/1251000] [126.3/1000.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.212] [lr 0.002885] [CE 4.687 (4.527)] [KD 4.890 (5.020)] 2024-10-12 07:11:55,893 - Train: 12.63% [158050/1251000] [126.3/1000.0] [batch_t 0.225 (0.223)] [data_t 0.007] [optim_t 0.218] [lr 0.002885] [CE 4.123 (4.545)] [KD 4.827 (4.966)] 2024-10-12 07:12:07,363 - Train: 12.64% [158100/1251000] [126.4/1000.0] [batch_t 0.216 (0.229)] [data_t 0.009] [optim_t 0.207] [lr 0.002884] [CE 4.301 (4.496)] [KD 4.752 (4.919)] 2024-10-12 07:12:19,302 - Train: 12.64% [158150/1251000] [126.4/1000.0] [batch_t 0.206 (0.239)] [data_t 0.008] [optim_t 0.198] [lr 0.002884] [CE 4.870 (4.507)] [KD 5.135 (4.912)] 2024-10-12 07:12:30,618 - Train: 12.65% [158200/1251000] [126.5/1000.0] [batch_t 0.217 (0.226)] [data_t 0.010] [optim_t 0.207] [lr 0.002884] [CE 4.585 (4.586)] [KD 4.762 (4.973)] 2024-10-12 07:12:41,800 - Train: 12.65% [158250/1251000] [126.5/1000.0] [batch_t 0.213 (0.223)] [data_t 0.009] [optim_t 0.204] [lr 0.002884] [CE 4.302 (4.503)] [KD 4.676 (4.884)] 2024-10-12 07:12:53,184 - Train: 12.65% [158300/1251000] [126.5/1000.0] [batch_t 0.220 (0.228)] [data_t 0.010] [optim_t 0.211] [lr 0.002884] [CE 4.384 (4.562)] [KD 4.823 (4.878)] 2024-10-12 07:13:04,793 - Train: 12.66% [158350/1251000] [126.6/1000.0] [batch_t 0.212 (0.232)] [data_t 0.008] [optim_t 0.205] [lr 0.002884] [CE 4.280 (4.607)] [KD 4.901 (4.998)] 2024-10-12 07:13:16,337 - Train: 12.66% [158400/1251000] [126.6/1000.0] [batch_t 0.213 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.002884] [CE 4.204 (4.556)] [KD 4.648 (4.965)] 2024-10-12 07:13:27,958 - Train: 12.67% [158450/1251000] [126.7/1000.0] [batch_t 0.237 (0.232)] [data_t 0.009] [optim_t 0.227] [lr 0.002884] [CE 4.411 (4.592)] [KD 5.199 (5.001)] 2024-10-12 07:13:39,626 - Train: 12.67% [158500/1251000] [126.7/1000.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.002884] [CE 4.878 (4.615)] [KD 5.413 (5.035)] 2024-10-12 07:13:50,876 - Train: 12.67% [158550/1251000] [126.7/1000.0] [batch_t 0.406 (0.225)] [data_t 0.007] [optim_t 0.399] [lr 0.002884] [CE 3.817 (4.590)] [KD 4.554 (5.011)] 2024-10-12 07:14:02,387 - Train: 12.68% [158600/1251000] [126.8/1000.0] [batch_t 0.224 (0.230)] [data_t 0.010] [optim_t 0.214] [lr 0.002884] [CE 4.343 (4.539)] [KD 4.864 (4.952)] 2024-10-12 07:14:13,775 - Train: 12.68% [158650/1251000] [126.8/1000.0] [batch_t 0.232 (0.228)] [data_t 0.006] [optim_t 0.226] [lr 0.002884] [CE 4.648 (4.595)] [KD 5.001 (5.019)] 2024-10-12 07:14:25,085 - Train: 12.69% [158700/1251000] [126.9/1000.0] [batch_t 0.216 (0.226)] [data_t 0.010] [optim_t 0.205] [lr 0.002884] [CE 4.639 (4.574)] [KD 4.971 (5.050)] 2024-10-12 07:14:36,455 - Train: 12.69% [158750/1251000] [126.9/1000.0] [batch_t 0.220 (0.227)] [data_t 0.008] [optim_t 0.213] [lr 0.002884] [CE 4.417 (4.512)] [KD 5.322 (4.992)] 2024-10-12 07:14:48,392 - Train: 12.69% [158800/1251000] [126.9/1000.0] [batch_t 0.221 (0.239)] [data_t 0.008] [optim_t 0.213] [lr 0.002883] [CE 4.196 (4.583)] [KD 4.769 (5.113)] 2024-10-12 07:14:59,585 - Train: 12.70% [158850/1251000] [127.0/1000.0] [batch_t 0.237 (0.224)] [data_t 0.008] [optim_t 0.229] [lr 0.002883] [CE 4.245 (4.615)] [KD 4.889 (5.017)] 2024-10-12 07:15:05,605 - ==> Total time: 10:36:58 Eta: 3 days, 0:58:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:15:14,760 - Train: 12.70% [158900/1251000] [127.0/1000.0] [batch_t 0.229 (0.279)] [data_t 0.007] [optim_t 0.222] [lr 0.002883] [CE 4.381 (4.585)] [KD 4.816 (4.961)] 2024-10-12 07:15:26,598 - Train: 12.71% [158950/1251000] [127.1/1000.0] [batch_t 0.245 (0.237)] [data_t 0.010] [optim_t 0.235] [lr 0.002883] [CE 4.818 (4.553)] [KD 4.923 (4.983)] 2024-10-12 07:15:38,577 - Train: 12.71% [159000/1251000] [127.1/1000.0] [batch_t 0.213 (0.239)] [data_t 0.007] [optim_t 0.206] [lr 0.002883] [CE 4.623 (4.563)] [KD 4.747 (4.887)] 2024-10-12 07:15:50,096 - Train: 12.71% [159050/1251000] [127.1/1000.0] [batch_t 0.500 (0.230)] [data_t 0.008] [optim_t 0.492] [lr 0.002883] [CE 4.772 (4.505)] [KD 4.930 (4.882)] 2024-10-12 07:16:01,592 - Train: 12.72% [159100/1251000] [127.2/1000.0] [batch_t 0.232 (0.230)] [data_t 0.008] [optim_t 0.225] [lr 0.002883] [CE 4.545 (4.574)] [KD 5.096 (4.939)] 2024-10-12 07:16:13,419 - Train: 12.72% [159150/1251000] [127.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.007] [optim_t 0.224] [lr 0.002883] [CE 5.100 (4.525)] [KD 5.300 (4.967)] 2024-10-12 07:16:24,901 - Train: 12.73% [159200/1251000] [127.3/1000.0] [batch_t 0.218 (0.229)] [data_t 0.008] [optim_t 0.211] [lr 0.002883] [CE 4.599 (4.637)] [KD 5.056 (5.004)] 2024-10-12 07:16:36,119 - Train: 12.73% [159250/1251000] [127.3/1000.0] [batch_t 0.221 (0.224)] [data_t 0.008] [optim_t 0.213] [lr 0.002883] [CE 4.052 (4.564)] [KD 4.583 (4.916)] 2024-10-12 07:16:47,958 - Train: 12.73% [159300/1251000] [127.3/1000.0] [batch_t 0.214 (0.237)] [data_t 0.006] [optim_t 0.207] [lr 0.002883] [CE 4.720 (4.564)] [KD 5.043 (4.968)] 2024-10-12 07:16:59,650 - Train: 12.74% [159350/1251000] [127.4/1000.0] [batch_t 0.219 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.002883] [CE 4.427 (4.627)] [KD 4.776 (4.948)] 2024-10-12 07:17:10,980 - Train: 12.74% [159400/1251000] [127.4/1000.0] [batch_t 0.246 (0.226)] [data_t 0.010] [optim_t 0.236] [lr 0.002883] [CE 4.412 (4.539)] [KD 5.256 (4.946)] 2024-10-12 07:17:22,089 - Train: 12.75% [159450/1251000] [127.5/1000.0] [batch_t 0.224 (0.222)] [data_t 0.007] [optim_t 0.217] [lr 0.002883] [CE 4.890 (4.590)] [KD 5.283 (5.078)] 2024-10-12 07:17:33,884 - Train: 12.75% [159500/1251000] [127.5/1000.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.002882] [CE 4.555 (4.534)] [KD 5.104 (5.005)] 2024-10-12 07:17:45,362 - Train: 12.75% [159550/1251000] [127.5/1000.0] [batch_t 0.216 (0.229)] [data_t 0.010] [optim_t 0.207] [lr 0.002882] [CE 4.721 (4.543)] [KD 5.264 (5.001)] 2024-10-12 07:17:56,558 - Train: 12.76% [159600/1251000] [127.6/1000.0] [batch_t 0.216 (0.224)] [data_t 0.008] [optim_t 0.208] [lr 0.002882] [CE 4.436 (4.570)] [KD 4.623 (5.066)] 2024-10-12 07:18:08,209 - Train: 12.76% [159650/1251000] [127.6/1000.0] [batch_t 0.213 (0.233)] [data_t 0.009] [optim_t 0.204] [lr 0.002882] [CE 4.178 (4.518)] [KD 4.951 (4.930)] 2024-10-12 07:18:19,805 - Train: 12.77% [159700/1251000] [127.7/1000.0] [batch_t 0.217 (0.232)] [data_t 0.007] [optim_t 0.210] [lr 0.002882] [CE 4.883 (4.613)] [KD 5.046 (5.049)] 2024-10-12 07:18:31,112 - Train: 12.77% [159750/1251000] [127.7/1000.0] [batch_t 0.216 (0.226)] [data_t 0.009] [optim_t 0.207] [lr 0.002882] [CE 4.773 (4.534)] [KD 4.858 (4.942)] 2024-10-12 07:18:42,088 - Train: 12.77% [159800/1251000] [127.7/1000.0] [batch_t 0.219 (0.219)] [data_t 0.011] [optim_t 0.209] [lr 0.002882] [CE 4.606 (4.537)] [KD 4.902 (4.874)] 2024-10-12 07:18:53,349 - Train: 12.78% [159850/1251000] [127.8/1000.0] [batch_t 0.258 (0.225)] [data_t 0.010] [optim_t 0.248] [lr 0.002882] [CE 4.335 (4.543)] [KD 4.704 (4.978)] 2024-10-12 07:19:05,392 - Train: 12.78% [159900/1251000] [127.8/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.002882] [CE 4.569 (4.540)] [KD 5.288 (4.981)] 2024-10-12 07:19:16,972 - Train: 12.79% [159950/1251000] [127.9/1000.0] [batch_t 0.224 (0.231)] [data_t 0.006] [optim_t 0.218] [lr 0.002882] [CE 4.828 (4.486)] [KD 4.962 (4.942)] 2024-10-12 07:19:28,375 - Train: 12.79% [160000/1251000] [127.9/1000.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.216] [lr 0.002882] [CE 4.640 (4.562)] [KD 5.167 (5.007)] 2024-10-12 07:19:39,420 - Train: 12.79% [160050/1251000] [127.9/1000.0] [batch_t 0.226 (0.221)] [data_t 0.007] [optim_t 0.219] [lr 0.002882] [CE 5.162 (4.566)] [KD 5.240 (4.955)] 2024-10-12 07:19:51,221 - Train: 12.80% [160100/1251000] [128.0/1000.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.002882] [CE 4.318 (4.605)] [KD 4.930 (5.038)] 2024-10-12 07:19:57,373 - ==> Total time: 10:41:50 Eta: 3 days, 0:52:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:20:06,514 - Train: 12.80% [160150/1251000] [128.0/1000.0] [batch_t 0.243 (0.288)] [data_t 0.009] [optim_t 0.234] [lr 0.002882] [CE 4.776 (4.545)] [KD 4.905 (4.948)] 2024-10-12 07:20:18,634 - Train: 12.81% [160200/1251000] [128.1/1000.0] [batch_t 0.215 (0.242)] [data_t 0.006] [optim_t 0.208] [lr 0.002881] [CE 4.618 (4.516)] [KD 4.783 (4.924)] 2024-10-12 07:20:30,153 - Train: 12.81% [160250/1251000] [128.1/1000.0] [batch_t 0.214 (0.230)] [data_t 0.009] [optim_t 0.205] [lr 0.002881] [CE 4.736 (4.462)] [KD 5.045 (4.933)] 2024-10-12 07:20:41,507 - Train: 12.81% [160300/1251000] [128.1/1000.0] [batch_t 0.226 (0.227)] [data_t 0.009] [optim_t 0.217] [lr 0.002881] [CE 4.622 (4.584)] [KD 5.044 (4.904)] 2024-10-12 07:20:53,495 - Train: 12.82% [160350/1251000] [128.2/1000.0] [batch_t 0.219 (0.240)] [data_t 0.008] [optim_t 0.211] [lr 0.002881] [CE 4.943 (4.584)] [KD 5.079 (4.928)] 2024-10-12 07:21:04,874 - Train: 12.82% [160400/1251000] [128.2/1000.0] [batch_t 0.212 (0.227)] [data_t 0.009] [optim_t 0.203] [lr 0.002881] [CE 4.526 (4.549)] [KD 5.069 (4.926)] 2024-10-12 07:21:16,334 - Train: 12.83% [160450/1251000] [128.3/1000.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.002881] [CE 4.443 (4.481)] [KD 4.910 (4.936)] 2024-10-12 07:21:28,412 - Train: 12.83% [160500/1251000] [128.3/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.002881] [CE 4.385 (4.602)] [KD 4.639 (5.021)] 2024-10-12 07:21:39,671 - Train: 12.83% [160550/1251000] [128.3/1000.0] [batch_t 0.222 (0.225)] [data_t 0.010] [optim_t 0.212] [lr 0.002881] [CE 4.337 (4.530)] [KD 4.847 (4.887)] 2024-10-12 07:21:50,836 - Train: 12.84% [160600/1251000] [128.4/1000.0] [batch_t 0.215 (0.223)] [data_t 0.006] [optim_t 0.208] [lr 0.002881] [CE 4.720 (4.617)] [KD 4.631 (4.916)] 2024-10-12 07:22:02,704 - Train: 12.84% [160650/1251000] [128.4/1000.0] [batch_t 0.216 (0.237)] [data_t 0.009] [optim_t 0.207] [lr 0.002881] [CE 4.721 (4.525)] [KD 4.667 (5.005)] 2024-10-12 07:22:13,847 - Train: 12.85% [160700/1251000] [128.5/1000.0] [batch_t 0.222 (0.223)] [data_t 0.007] [optim_t 0.215] [lr 0.002881] [CE 4.313 (4.596)] [KD 5.145 (5.008)] 2024-10-12 07:22:25,383 - Train: 12.85% [160750/1251000] [128.5/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.002881] [CE 4.549 (4.537)] [KD 5.045 (4.999)] 2024-10-12 07:22:37,238 - Train: 12.85% [160800/1251000] [128.5/1000.0] [batch_t 0.394 (0.237)] [data_t 0.006] [optim_t 0.388] [lr 0.002881] [CE 4.200 (4.548)] [KD 4.894 (4.987)] 2024-10-12 07:22:48,659 - Train: 12.86% [160850/1251000] [128.6/1000.0] [batch_t 0.239 (0.228)] [data_t 0.008] [optim_t 0.230] [lr 0.002880] [CE 4.410 (4.571)] [KD 5.040 (5.029)] 2024-10-12 07:23:00,103 - Train: 12.86% [160900/1251000] [128.6/1000.0] [batch_t 0.223 (0.229)] [data_t 0.006] [optim_t 0.217] [lr 0.002880] [CE 4.327 (4.597)] [KD 4.839 (5.010)] 2024-10-12 07:23:11,999 - Train: 12.87% [160950/1251000] [128.7/1000.0] [batch_t 0.226 (0.238)] [data_t 0.010] [optim_t 0.216] [lr 0.002880] [CE 4.530 (4.609)] [KD 5.123 (4.995)] 2024-10-12 07:23:23,948 - Train: 12.87% [161000/1251000] [128.7/1000.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.208] [lr 0.002880] [CE 4.813 (4.531)] [KD 5.333 (5.000)] 2024-10-12 07:23:35,304 - Train: 12.87% [161050/1251000] [128.7/1000.0] [batch_t 0.250 (0.227)] [data_t 0.007] [optim_t 0.242] [lr 0.002880] [CE 4.499 (4.563)] [KD 4.941 (5.015)] 2024-10-12 07:23:46,722 - Train: 12.88% [161100/1251000] [128.8/1000.0] [batch_t 0.220 (0.228)] [data_t 0.010] [optim_t 0.210] [lr 0.002880] [CE 4.312 (4.549)] [KD 4.739 (4.994)] 2024-10-12 07:23:58,748 - Train: 12.88% [161150/1251000] [128.8/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.218] [lr 0.002880] [CE 4.585 (4.581)] [KD 4.869 (4.968)] 2024-10-12 07:24:10,311 - Train: 12.89% [161200/1251000] [128.9/1000.0] [batch_t 0.219 (0.231)] [data_t 0.008] [optim_t 0.211] [lr 0.002880] [CE 4.461 (4.575)] [KD 4.966 (5.041)] 2024-10-12 07:24:22,049 - Train: 12.89% [161250/1251000] [128.9/1000.0] [batch_t 0.239 (0.235)] [data_t 0.008] [optim_t 0.230] [lr 0.002880] [CE 4.523 (4.568)] [KD 5.162 (5.001)] 2024-10-12 07:24:33,815 - Train: 12.89% [161300/1251000] [128.9/1000.0] [batch_t 0.250 (0.235)] [data_t 0.009] [optim_t 0.240] [lr 0.002880] [CE 4.162 (4.557)] [KD 4.806 (5.025)] 2024-10-12 07:24:45,217 - Train: 12.90% [161350/1251000] [129.0/1000.0] [batch_t 0.230 (0.228)] [data_t 0.008] [optim_t 0.222] [lr 0.002880] [CE 4.250 (4.570)] [KD 5.187 (4.960)] 2024-10-12 07:24:51,519 - ==> Total time: 10:46:44 Eta: 3 days, 0:46:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:25:00,706 - Train: 12.90% [161400/1251000] [129.0/1000.0] [batch_t 0.230 (0.276)] [data_t 0.008] [optim_t 0.222] [lr 0.002880] [CE 3.721 (4.564)] [KD 4.577 (4.966)] 2024-10-12 07:25:12,942 - Train: 12.91% [161450/1251000] [129.1/1000.0] [batch_t 0.213 (0.245)] [data_t 0.007] [optim_t 0.205] [lr 0.002880] [CE 4.590 (4.512)] [KD 5.102 (4.876)] 2024-10-12 07:25:24,594 - Train: 12.91% [161500/1251000] [129.1/1000.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.002880] [CE 4.969 (4.562)] [KD 5.366 (4.841)] 2024-10-12 07:25:36,445 - Train: 12.91% [161550/1251000] [129.1/1000.0] [batch_t 0.209 (0.237)] [data_t 0.008] [optim_t 0.201] [lr 0.002879] [CE 4.199 (4.513)] [KD 4.850 (4.947)] 2024-10-12 07:25:47,883 - Train: 12.92% [161600/1251000] [129.2/1000.0] [batch_t 0.216 (0.229)] [data_t 0.009] [optim_t 0.207] [lr 0.002879] [CE 4.482 (4.543)] [KD 4.938 (4.957)] 2024-10-12 07:25:59,489 - Train: 12.92% [161650/1251000] [129.2/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.002879] [CE 4.596 (4.476)] [KD 4.929 (4.827)] 2024-10-12 07:26:11,029 - Train: 12.93% [161700/1251000] [129.3/1000.0] [batch_t 0.235 (0.231)] [data_t 0.011] [optim_t 0.224] [lr 0.002879] [CE 4.188 (4.467)] [KD 4.888 (4.893)] 2024-10-12 07:26:22,697 - Train: 12.93% [161750/1251000] [129.3/1000.0] [batch_t 0.212 (0.233)] [data_t 0.008] [optim_t 0.204] [lr 0.002879] [CE 4.065 (4.529)] [KD 4.812 (5.012)] 2024-10-12 07:26:33,914 - Train: 12.93% [161800/1251000] [129.3/1000.0] [batch_t 0.219 (0.224)] [data_t 0.009] [optim_t 0.209] [lr 0.002879] [CE 4.603 (4.547)] [KD 5.313 (5.012)] 2024-10-12 07:26:45,580 - Train: 12.94% [161850/1251000] [129.4/1000.0] [batch_t 0.233 (0.233)] [data_t 0.007] [optim_t 0.226] [lr 0.002879] [CE 3.998 (4.613)] [KD 4.800 (5.007)] 2024-10-12 07:26:57,391 - Train: 12.94% [161900/1251000] [129.4/1000.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.002879] [CE 4.696 (4.565)] [KD 4.897 (4.950)] 2024-10-12 07:27:08,683 - Train: 12.95% [161950/1251000] [129.5/1000.0] [batch_t 0.214 (0.226)] [data_t 0.010] [optim_t 0.203] [lr 0.002879] [CE 4.457 (4.567)] [KD 4.744 (4.954)] 2024-10-12 07:27:20,114 - Train: 12.95% [162000/1251000] [129.5/1000.0] [batch_t 0.225 (0.228)] [data_t 0.009] [optim_t 0.216] [lr 0.002879] [CE 4.436 (4.555)] [KD 5.141 (4.983)] 2024-10-12 07:27:31,950 - Train: 12.95% [162050/1251000] [129.5/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.002879] [CE 4.624 (4.557)] [KD 5.179 (5.007)] 2024-10-12 07:27:43,085 - Train: 12.96% [162100/1251000] [129.6/1000.0] [batch_t 0.223 (0.223)] [data_t 0.008] [optim_t 0.215] [lr 0.002879] [CE 4.048 (4.461)] [KD 5.000 (4.981)] 2024-10-12 07:27:54,526 - Train: 12.96% [162150/1251000] [129.6/1000.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.220] [lr 0.002879] [CE 4.384 (4.547)] [KD 4.902 (5.015)] 2024-10-12 07:28:06,728 - Train: 12.97% [162200/1251000] [129.7/1000.0] [batch_t 0.215 (0.244)] [data_t 0.010] [optim_t 0.206] [lr 0.002879] [CE 5.143 (4.587)] [KD 5.110 (5.017)] 2024-10-12 07:28:18,426 - Train: 12.97% [162250/1251000] [129.7/1000.0] [batch_t 0.424 (0.234)] [data_t 0.009] [optim_t 0.415] [lr 0.002878] [CE 4.567 (4.610)] [KD 5.006 (4.995)] 2024-10-12 07:28:29,544 - Train: 12.97% [162300/1251000] [129.7/1000.0] [batch_t 0.234 (0.222)] [data_t 0.011] [optim_t 0.224] [lr 0.002878] [CE 4.646 (4.572)] [KD 4.770 (5.014)] 2024-10-12 07:28:41,215 - Train: 12.98% [162350/1251000] [129.8/1000.0] [batch_t 0.226 (0.233)] [data_t 0.010] [optim_t 0.217] [lr 0.002878] [CE 4.915 (4.519)] [KD 5.312 (4.942)] 2024-10-12 07:28:52,541 - Train: 12.98% [162400/1251000] [129.8/1000.0] [batch_t 0.223 (0.226)] [data_t 0.007] [optim_t 0.216] [lr 0.002878] [CE 4.851 (4.515)] [KD 5.100 (4.944)] 2024-10-12 07:29:03,520 - Train: 12.99% [162450/1251000] [129.9/1000.0] [batch_t 0.216 (0.219)] [data_t 0.009] [optim_t 0.208] [lr 0.002878] [CE 4.336 (4.499)] [KD 5.027 (4.904)] 2024-10-12 07:29:15,525 - Train: 12.99% [162500/1251000] [129.9/1000.0] [batch_t 0.223 (0.240)] [data_t 0.008] [optim_t 0.215] [lr 0.002878] [CE 4.368 (4.555)] [KD 5.008 (4.962)] 2024-10-12 07:29:27,110 - Train: 12.99% [162550/1251000] [129.9/1000.0] [batch_t 0.221 (0.232)] [data_t 0.010] [optim_t 0.211] [lr 0.002878] [CE 4.497 (4.508)] [KD 4.734 (4.990)] 2024-10-12 07:29:38,441 - Train: 13.00% [162600/1251000] [130.0/1000.0] [batch_t 0.215 (0.226)] [data_t 0.006] [optim_t 0.208] [lr 0.002878] [CE 4.177 (4.551)] [KD 4.602 (4.967)] 2024-10-12 07:29:54,993 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.185)] [top1_cnt 34515] [top5_cnt 44511] [top_all 50000] 2024-10-12 07:29:54,993 - net: 69.030 (89.022) 2024-10-12 07:30:03,670 - Test (net_E): 100.00% [50/50] [batch_t 0.109 (0.157)] [top1_cnt 37475] [top5_cnt 46120] [top_all 50000] 2024-10-12 07:30:03,671 - net_E: 74.950 (92.240) 2024-10-12 07:30:03,883 - Max [top1: 69.094 (epoch: 110)] [top1-ema: 74.950 (epoch: 130)] 2024-10-12 07:30:03,884 - ==> Total time: 10:51:56 Eta: 3 days, 0:43:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:30:21,498 - Train: 13.00% [162650/1251000] [130.0/1000.0] [batch_t 0.234 (0.256)] [data_t 0.006] [optim_t 0.228] [lr 0.002878] [CE 4.148 (4.563)] [KD 5.033 (4.875)] 2024-10-12 07:30:32,910 - Train: 13.01% [162700/1251000] [130.1/1000.0] [batch_t 0.249 (0.228)] [data_t 0.009] [optim_t 0.240] [lr 0.002878] [CE 4.763 (4.575)] [KD 5.084 (5.014)] 2024-10-12 07:30:45,254 - Train: 13.01% [162750/1251000] [130.1/1000.0] [batch_t 0.426 (0.247)] [data_t 0.008] [optim_t 0.418] [lr 0.002878] [CE 4.693 (4.474)] [KD 5.297 (4.941)] 2024-10-12 07:30:56,718 - Train: 13.01% [162800/1251000] [130.1/1000.0] [batch_t 0.221 (0.229)] [data_t 0.007] [optim_t 0.214] [lr 0.002878] [CE 4.806 (4.615)] [KD 5.176 (5.066)] 2024-10-12 07:31:08,319 - Train: 13.02% [162850/1251000] [130.2/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.002878] [CE 3.979 (4.568)] [KD 4.665 (4.941)] 2024-10-12 07:31:20,129 - Train: 13.02% [162900/1251000] [130.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.010] [optim_t 0.222] [lr 0.002877] [CE 4.751 (4.606)] [KD 4.761 (5.036)] 2024-10-12 07:31:32,012 - Train: 13.03% [162950/1251000] [130.3/1000.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.002877] [CE 4.993 (4.573)] [KD 5.403 (4.966)] 2024-10-12 07:31:43,191 - Train: 13.03% [163000/1251000] [130.3/1000.0] [batch_t 0.229 (0.223)] [data_t 0.008] [optim_t 0.221] [lr 0.002877] [CE 4.300 (4.511)] [KD 4.990 (4.859)] 2024-10-12 07:31:54,470 - Train: 13.03% [163050/1251000] [130.3/1000.0] [batch_t 0.235 (0.225)] [data_t 0.007] [optim_t 0.228] [lr 0.002877] [CE 4.245 (4.596)] [KD 4.635 (4.952)] 2024-10-12 07:32:06,180 - Train: 13.04% [163100/1251000] [130.4/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.002877] [CE 4.465 (4.487)] [KD 5.215 (4.954)] 2024-10-12 07:32:17,926 - Train: 13.04% [163150/1251000] [130.4/1000.0] [batch_t 0.212 (0.235)] [data_t 0.008] [optim_t 0.204] [lr 0.002877] [CE 4.189 (4.561)] [KD 4.591 (5.002)] 2024-10-12 07:32:29,527 - Train: 13.05% [163200/1251000] [130.5/1000.0] [batch_t 0.223 (0.232)] [data_t 0.007] [optim_t 0.217] [lr 0.002877] [CE 4.897 (4.482)] [KD 5.453 (5.013)] 2024-10-12 07:32:41,316 - Train: 13.05% [163250/1251000] [130.5/1000.0] [batch_t 0.221 (0.236)] [data_t 0.007] [optim_t 0.214] [lr 0.002877] [CE 4.396 (4.560)] [KD 5.008 (5.036)] 2024-10-12 07:32:52,730 - Train: 13.05% [163300/1251000] [130.5/1000.0] [batch_t 0.216 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.002877] [CE 4.248 (4.542)] [KD 5.051 (5.053)] 2024-10-12 07:33:04,635 - Train: 13.06% [163350/1251000] [130.6/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.002877] [CE 5.002 (4.582)] [KD 5.205 (4.983)] 2024-10-12 07:33:15,950 - Train: 13.06% [163400/1251000] [130.6/1000.0] [batch_t 0.217 (0.226)] [data_t 0.009] [optim_t 0.208] [lr 0.002877] [CE 5.224 (4.580)] [KD 5.320 (5.025)] 2024-10-12 07:33:27,384 - Train: 13.07% [163450/1251000] [130.7/1000.0] [batch_t 0.227 (0.229)] [data_t 0.010] [optim_t 0.217] [lr 0.002877] [CE 4.307 (4.521)] [KD 4.643 (4.992)] 2024-10-12 07:33:38,850 - Train: 13.07% [163500/1251000] [130.7/1000.0] [batch_t 0.224 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.002877] [CE 4.213 (4.606)] [KD 5.010 (5.076)] 2024-10-12 07:33:50,845 - Train: 13.07% [163550/1251000] [130.7/1000.0] [batch_t 0.204 (0.240)] [data_t 0.006] [optim_t 0.198] [lr 0.002877] [CE 4.782 (4.573)] [KD 5.109 (4.995)] 2024-10-12 07:34:01,950 - Train: 13.08% [163600/1251000] [130.8/1000.0] [batch_t 0.240 (0.222)] [data_t 0.006] [optim_t 0.234] [lr 0.002876] [CE 4.942 (4.536)] [KD 5.274 (4.904)] 2024-10-12 07:34:13,134 - Train: 13.08% [163650/1251000] [130.8/1000.0] [batch_t 0.228 (0.224)] [data_t 0.010] [optim_t 0.217] [lr 0.002876] [CE 4.272 (4.527)] [KD 4.980 (5.008)] 2024-10-12 07:34:24,502 - Train: 13.09% [163700/1251000] [130.9/1000.0] [batch_t 0.211 (0.227)] [data_t 0.009] [optim_t 0.203] [lr 0.002876] [CE 4.718 (4.562)] [KD 5.120 (5.004)] 2024-10-12 07:34:36,429 - Train: 13.09% [163750/1251000] [130.9/1000.0] [batch_t 0.217 (0.238)] [data_t 0.007] [optim_t 0.211] [lr 0.002876] [CE 4.536 (4.534)] [KD 5.186 (5.008)] 2024-10-12 07:34:47,795 - Train: 13.09% [163800/1251000] [130.9/1000.0] [batch_t 0.212 (0.227)] [data_t 0.007] [optim_t 0.206] [lr 0.002876] [CE 4.596 (4.572)] [KD 4.953 (4.971)] 2024-10-12 07:34:59,307 - Train: 13.10% [163850/1251000] [131.0/1000.0] [batch_t 0.211 (0.230)] [data_t 0.007] [optim_t 0.204] [lr 0.002876] [CE 5.194 (4.612)] [KD 5.580 (5.002)] 2024-10-12 07:35:06,271 - ==> Total time: 10:56:59 Eta: 3 days, 0:38:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:35:14,184 - Train: 13.10% [163900/1251000] [131.0/1000.0] [batch_t 0.222 (0.253)] [data_t 0.008] [optim_t 0.215] [lr 0.002876] [CE 3.987 (4.448)] [KD 4.559 (4.959)] 2024-10-12 07:35:25,670 - Train: 13.11% [163950/1251000] [131.1/1000.0] [batch_t 0.217 (0.229)] [data_t 0.007] [optim_t 0.210] [lr 0.002876] [CE 4.753 (4.488)] [KD 5.200 (4.883)] 2024-10-12 07:35:37,943 - Train: 13.11% [164000/1251000] [131.1/1000.0] [batch_t 0.214 (0.245)] [data_t 0.007] [optim_t 0.208] [lr 0.002876] [CE 4.398 (4.556)] [KD 4.818 (4.925)] 2024-10-12 07:35:49,427 - Train: 13.11% [164050/1251000] [131.1/1000.0] [batch_t 0.222 (0.229)] [data_t 0.007] [optim_t 0.215] [lr 0.002876] [CE 5.105 (4.481)] [KD 5.427 (4.849)] 2024-10-12 07:36:01,105 - Train: 13.12% [164100/1251000] [131.2/1000.0] [batch_t 0.211 (0.233)] [data_t 0.006] [optim_t 0.204] [lr 0.002876] [CE 4.282 (4.602)] [KD 4.866 (4.960)] 2024-10-12 07:36:12,406 - Train: 13.12% [164150/1251000] [131.2/1000.0] [batch_t 0.214 (0.226)] [data_t 0.009] [optim_t 0.205] [lr 0.002876] [CE 4.284 (4.462)] [KD 4.807 (4.908)] 2024-10-12 07:36:24,039 - Train: 13.13% [164200/1251000] [131.3/1000.0] [batch_t 0.256 (0.232)] [data_t 0.009] [optim_t 0.247] [lr 0.002876] [CE 4.640 (4.536)] [KD 4.994 (4.935)] 2024-10-12 07:36:35,662 - Train: 13.13% [164250/1251000] [131.3/1000.0] [batch_t 0.228 (0.232)] [data_t 0.008] [optim_t 0.219] [lr 0.002875] [CE 4.345 (4.601)] [KD 4.933 (4.984)] 2024-10-12 07:36:47,715 - Train: 13.13% [164300/1251000] [131.3/1000.0] [batch_t 0.226 (0.241)] [data_t 0.007] [optim_t 0.219] [lr 0.002875] [CE 4.744 (4.571)] [KD 5.214 (4.955)] 2024-10-12 07:36:59,154 - Train: 13.14% [164350/1251000] [131.4/1000.0] [batch_t 0.222 (0.229)] [data_t 0.008] [optim_t 0.214] [lr 0.002875] [CE 4.536 (4.506)] [KD 5.297 (5.036)] 2024-10-12 07:37:10,394 - Train: 13.14% [164400/1251000] [131.4/1000.0] [batch_t 0.239 (0.225)] [data_t 0.007] [optim_t 0.232] [lr 0.002875] [CE 4.522 (4.565)] [KD 5.024 (4.941)] 2024-10-12 07:37:21,996 - Train: 13.15% [164450/1251000] [131.5/1000.0] [batch_t 0.219 (0.232)] [data_t 0.007] [optim_t 0.212] [lr 0.002875] [CE 4.656 (4.482)] [KD 4.888 (4.921)] 2024-10-12 07:37:33,881 - Train: 13.15% [164500/1251000] [131.5/1000.0] [batch_t 0.227 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.002875] [CE 4.097 (4.538)] [KD 4.427 (4.821)] 2024-10-12 07:37:45,575 - Train: 13.15% [164550/1251000] [131.5/1000.0] [batch_t 0.220 (0.234)] [data_t 0.007] [optim_t 0.213] [lr 0.002875] [CE 4.492 (4.478)] [KD 4.983 (4.833)] 2024-10-12 07:37:57,526 - Train: 13.16% [164600/1251000] [131.6/1000.0] [batch_t 0.220 (0.239)] [data_t 0.006] [optim_t 0.213] [lr 0.002875] [CE 4.638 (4.558)] [KD 5.037 (4.891)] 2024-10-12 07:38:08,933 - Train: 13.16% [164650/1251000] [131.6/1000.0] [batch_t 0.228 (0.228)] [data_t 0.008] [optim_t 0.219] [lr 0.002875] [CE 4.483 (4.561)] [KD 5.120 (4.964)] 2024-10-12 07:38:20,342 - Train: 13.17% [164700/1251000] [131.7/1000.0] [batch_t 0.235 (0.228)] [data_t 0.007] [optim_t 0.229] [lr 0.002875] [CE 5.049 (4.545)] [KD 5.222 (5.004)] 2024-10-12 07:38:31,948 - Train: 13.17% [164750/1251000] [131.7/1000.0] [batch_t 0.228 (0.232)] [data_t 0.008] [optim_t 0.220] [lr 0.002875] [CE 4.553 (4.574)] [KD 4.972 (5.025)] 2024-10-12 07:38:43,279 - Train: 13.17% [164800/1251000] [131.7/1000.0] [batch_t 0.220 (0.226)] [data_t 0.008] [optim_t 0.213] [lr 0.002875] [CE 5.089 (4.629)] [KD 5.373 (4.984)] 2024-10-12 07:38:54,941 - Train: 13.18% [164850/1251000] [131.8/1000.0] [batch_t 0.403 (0.233)] [data_t 0.007] [optim_t 0.396] [lr 0.002875] [CE 4.753 (4.593)] [KD 5.095 (4.963)] 2024-10-12 07:39:06,611 - Train: 13.18% [164900/1251000] [131.8/1000.0] [batch_t 0.221 (0.233)] [data_t 0.010] [optim_t 0.211] [lr 0.002874] [CE 4.186 (4.521)] [KD 4.890 (4.969)] 2024-10-12 07:39:17,931 - Train: 13.19% [164950/1251000] [131.9/1000.0] [batch_t 0.228 (0.226)] [data_t 0.010] [optim_t 0.218] [lr 0.002874] [CE 4.426 (4.572)] [KD 4.818 (5.027)] 2024-10-12 07:39:29,103 - Train: 13.19% [165000/1251000] [131.9/1000.0] [batch_t 0.237 (0.223)] [data_t 0.010] [optim_t 0.227] [lr 0.002874] [CE 3.968 (4.546)] [KD 4.890 (4.948)] 2024-10-12 07:39:40,622 - Train: 13.19% [165050/1251000] [131.9/1000.0] [batch_t 0.232 (0.230)] [data_t 0.008] [optim_t 0.224] [lr 0.002874] [CE 4.638 (4.518)] [KD 5.033 (4.908)] 2024-10-12 07:39:52,546 - Train: 13.20% [165100/1251000] [132.0/1000.0] [batch_t 0.219 (0.238)] [data_t 0.007] [optim_t 0.213] [lr 0.002874] [CE 5.041 (4.546)] [KD 5.007 (5.031)] 2024-10-12 07:39:59,888 - ==> Total time: 11:01:52 Eta: 3 days, 0:32:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:40:07,850 - Train: 13.20% [165150/1251000] [132.0/1000.0] [batch_t 0.216 (0.278)] [data_t 0.008] [optim_t 0.208] [lr 0.002874] [CE 4.626 (4.517)] [KD 4.876 (4.893)] 2024-10-12 07:40:19,440 - Train: 13.21% [165200/1251000] [132.1/1000.0] [batch_t 0.471 (0.232)] [data_t 0.008] [optim_t 0.463] [lr 0.002874] [CE 4.680 (4.644)] [KD 5.018 (5.044)] 2024-10-12 07:40:31,424 - Train: 13.21% [165250/1251000] [132.1/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.217] [lr 0.002874] [CE 4.972 (4.562)] [KD 5.032 (4.979)] 2024-10-12 07:40:42,900 - Train: 13.21% [165300/1251000] [132.1/1000.0] [batch_t 0.224 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.002874] [CE 4.767 (4.558)] [KD 4.968 (4.920)] 2024-10-12 07:40:53,969 - Train: 13.22% [165350/1251000] [132.2/1000.0] [batch_t 0.226 (0.221)] [data_t 0.011] [optim_t 0.215] [lr 0.002874] [CE 4.988 (4.586)] [KD 5.416 (4.960)] 2024-10-12 07:41:05,417 - Train: 13.22% [165400/1251000] [132.2/1000.0] [batch_t 0.219 (0.229)] [data_t 0.006] [optim_t 0.213] [lr 0.002874] [CE 4.665 (4.597)] [KD 4.957 (5.011)] 2024-10-12 07:41:17,301 - Train: 13.23% [165450/1251000] [132.3/1000.0] [batch_t 0.420 (0.238)] [data_t 0.008] [optim_t 0.412] [lr 0.002874] [CE 4.602 (4.632)] [KD 4.971 (4.949)] 2024-10-12 07:41:28,926 - Train: 13.23% [165500/1251000] [132.3/1000.0] [batch_t 0.235 (0.232)] [data_t 0.010] [optim_t 0.225] [lr 0.002874] [CE 4.714 (4.560)] [KD 5.174 (4.989)] 2024-10-12 07:41:40,390 - Train: 13.23% [165550/1251000] [132.3/1000.0] [batch_t 0.232 (0.229)] [data_t 0.007] [optim_t 0.225] [lr 0.002874] [CE 4.035 (4.521)] [KD 4.692 (4.922)] 2024-10-12 07:41:51,892 - Train: 13.24% [165600/1251000] [132.4/1000.0] [batch_t 0.216 (0.230)] [data_t 0.010] [optim_t 0.206] [lr 0.002873] [CE 4.823 (4.570)] [KD 5.162 (4.983)] 2024-10-12 07:42:03,456 - Train: 13.24% [165650/1251000] [132.4/1000.0] [batch_t 0.235 (0.231)] [data_t 0.009] [optim_t 0.226] [lr 0.002873] [CE 4.879 (4.579)] [KD 5.343 (4.982)] 2024-10-12 07:42:15,146 - Train: 13.25% [165700/1251000] [132.5/1000.0] [batch_t 0.217 (0.234)] [data_t 0.007] [optim_t 0.210] [lr 0.002873] [CE 5.019 (4.569)] [KD 5.319 (4.997)] 2024-10-12 07:42:26,481 - Train: 13.25% [165750/1251000] [132.5/1000.0] [batch_t 0.222 (0.227)] [data_t 0.010] [optim_t 0.212] [lr 0.002873] [CE 4.009 (4.520)] [KD 4.729 (4.995)] 2024-10-12 07:42:38,281 - Train: 13.25% [165800/1251000] [132.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002873] [CE 3.901 (4.580)] [KD 4.940 (4.929)] 2024-10-12 07:42:50,036 - Train: 13.26% [165850/1251000] [132.6/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.002873] [CE 4.089 (4.536)] [KD 4.807 (4.906)] 2024-10-12 07:43:01,728 - Train: 13.26% [165900/1251000] [132.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.010] [optim_t 0.223] [lr 0.002873] [CE 4.506 (4.539)] [KD 4.810 (4.976)] 2024-10-12 07:43:12,951 - Train: 13.27% [165950/1251000] [132.7/1000.0] [batch_t 0.218 (0.224)] [data_t 0.007] [optim_t 0.211] [lr 0.002873] [CE 4.824 (4.593)] [KD 4.766 (4.938)] 2024-10-12 07:43:24,333 - Train: 13.27% [166000/1251000] [132.7/1000.0] [batch_t 0.217 (0.227)] [data_t 0.008] [optim_t 0.209] [lr 0.002873] [CE 4.738 (4.528)] [KD 5.084 (4.949)] 2024-10-12 07:43:35,919 - Train: 13.27% [166050/1251000] [132.7/1000.0] [batch_t 0.234 (0.232)] [data_t 0.006] [optim_t 0.228] [lr 0.002873] [CE 4.926 (4.600)] [KD 5.069 (5.016)] 2024-10-12 07:43:47,314 - Train: 13.28% [166100/1251000] [132.8/1000.0] [batch_t 0.229 (0.228)] [data_t 0.008] [optim_t 0.221] [lr 0.002873] [CE 4.686 (4.618)] [KD 5.286 (5.048)] 2024-10-12 07:43:58,848 - Train: 13.28% [166150/1251000] [132.8/1000.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.002873] [CE 4.612 (4.578)] [KD 4.963 (4.979)] 2024-10-12 07:44:10,221 - Train: 13.29% [166200/1251000] [132.9/1000.0] [batch_t 0.233 (0.227)] [data_t 0.010] [optim_t 0.222] [lr 0.002873] [CE 4.616 (4.617)] [KD 4.801 (4.902)] 2024-10-12 07:44:21,592 - Train: 13.29% [166250/1251000] [132.9/1000.0] [batch_t 0.230 (0.227)] [data_t 0.010] [optim_t 0.220] [lr 0.002872] [CE 4.631 (4.548)] [KD 4.939 (5.002)] 2024-10-12 07:44:33,125 - Train: 13.29% [166300/1251000] [132.9/1000.0] [batch_t 0.228 (0.230)] [data_t 0.010] [optim_t 0.218] [lr 0.002872] [CE 4.587 (4.576)] [KD 5.061 (5.021)] 2024-10-12 07:44:44,632 - Train: 13.30% [166350/1251000] [133.0/1000.0] [batch_t 0.224 (0.230)] [data_t 0.006] [optim_t 0.218] [lr 0.002872] [CE 4.490 (4.580)] [KD 5.033 (4.964)] 2024-10-12 07:44:51,834 - ==> Total time: 11:06:44 Eta: 3 days, 0:26:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:44:59,266 - Train: 13.30% [166400/1251000] [133.0/1000.0] [batch_t 0.227 (0.271)] [data_t 0.006] [optim_t 0.221] [lr 0.002872] [CE 4.167 (4.638)] [KD 4.812 (4.971)] 2024-10-12 07:45:11,528 - Train: 13.31% [166450/1251000] [133.1/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.002872] [CE 4.291 (4.558)] [KD 4.913 (4.911)] 2024-10-12 07:45:23,255 - Train: 13.31% [166500/1251000] [133.1/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.002872] [CE 4.968 (4.536)] [KD 5.063 (4.855)] 2024-10-12 07:45:35,113 - Train: 13.31% [166550/1251000] [133.1/1000.0] [batch_t 0.218 (0.237)] [data_t 0.008] [optim_t 0.209] [lr 0.002872] [CE 4.750 (4.538)] [KD 4.856 (4.843)] 2024-10-12 07:45:46,754 - Train: 13.32% [166600/1251000] [133.2/1000.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.208] [lr 0.002872] [CE 4.339 (4.572)] [KD 4.996 (4.897)] 2024-10-12 07:45:58,060 - Train: 13.32% [166650/1251000] [133.2/1000.0] [batch_t 0.217 (0.226)] [data_t 0.007] [optim_t 0.210] [lr 0.002872] [CE 4.519 (4.563)] [KD 5.560 (4.996)] 2024-10-12 07:46:09,380 - Train: 13.33% [166700/1251000] [133.3/1000.0] [batch_t 0.230 (0.226)] [data_t 0.006] [optim_t 0.224] [lr 0.002872] [CE 4.534 (4.617)] [KD 4.851 (4.992)] 2024-10-12 07:46:21,474 - Train: 13.33% [166750/1251000] [133.3/1000.0] [batch_t 0.223 (0.242)] [data_t 0.009] [optim_t 0.214] [lr 0.002872] [CE 4.343 (4.584)] [KD 4.952 (4.897)] 2024-10-12 07:46:32,945 - Train: 13.33% [166800/1251000] [133.3/1000.0] [batch_t 0.221 (0.229)] [data_t 0.007] [optim_t 0.214] [lr 0.002872] [CE 4.102 (4.525)] [KD 4.811 (4.919)] 2024-10-12 07:46:44,306 - Train: 13.34% [166850/1251000] [133.4/1000.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.207] [lr 0.002872] [CE 4.246 (4.622)] [KD 4.611 (4.964)] 2024-10-12 07:46:55,821 - Train: 13.34% [166900/1251000] [133.4/1000.0] [batch_t 0.221 (0.230)] [data_t 0.007] [optim_t 0.215] [lr 0.002871] [CE 4.411 (4.510)] [KD 4.714 (4.935)] 2024-10-12 07:47:07,430 - Train: 13.35% [166950/1251000] [133.5/1000.0] [batch_t 0.218 (0.232)] [data_t 0.009] [optim_t 0.209] [lr 0.002871] [CE 4.499 (4.529)] [KD 4.966 (4.926)] 2024-10-12 07:47:18,774 - Train: 13.35% [167000/1251000] [133.5/1000.0] [batch_t 0.218 (0.227)] [data_t 0.007] [optim_t 0.211] [lr 0.002871] [CE 4.656 (4.556)] [KD 4.703 (5.020)] 2024-10-12 07:47:30,605 - Train: 13.35% [167050/1251000] [133.5/1000.0] [batch_t 0.218 (0.236)] [data_t 0.007] [optim_t 0.211] [lr 0.002871] [CE 4.787 (4.578)] [KD 5.061 (4.958)] 2024-10-12 07:47:41,924 - Train: 13.36% [167100/1251000] [133.6/1000.0] [batch_t 0.208 (0.226)] [data_t 0.009] [optim_t 0.199] [lr 0.002871] [CE 4.989 (4.535)] [KD 5.145 (4.885)] 2024-10-12 07:47:53,285 - Train: 13.36% [167150/1251000] [133.6/1000.0] [batch_t 0.221 (0.227)] [data_t 0.008] [optim_t 0.213] [lr 0.002871] [CE 4.275 (4.494)] [KD 4.709 (4.835)] 2024-10-12 07:48:05,222 - Train: 13.37% [167200/1251000] [133.7/1000.0] [batch_t 0.224 (0.239)] [data_t 0.010] [optim_t 0.214] [lr 0.002871] [CE 4.600 (4.586)] [KD 4.945 (5.020)] 2024-10-12 07:48:16,601 - Train: 13.37% [167250/1251000] [133.7/1000.0] [batch_t 0.226 (0.227)] [data_t 0.007] [optim_t 0.219] [lr 0.002871] [CE 4.316 (4.600)] [KD 4.900 (4.890)] 2024-10-12 07:48:28,361 - Train: 13.37% [167300/1251000] [133.7/1000.0] [batch_t 0.227 (0.235)] [data_t 0.008] [optim_t 0.219] [lr 0.002871] [CE 4.317 (4.520)] [KD 4.935 (4.915)] 2024-10-12 07:48:40,753 - Train: 13.38% [167350/1251000] [133.8/1000.0] [batch_t 0.228 (0.248)] [data_t 0.009] [optim_t 0.219] [lr 0.002871] [CE 4.013 (4.461)] [KD 4.779 (4.914)] 2024-10-12 07:48:52,393 - Train: 13.38% [167400/1251000] [133.8/1000.0] [batch_t 0.232 (0.233)] [data_t 0.007] [optim_t 0.226] [lr 0.002871] [CE 4.445 (4.603)] [KD 4.958 (5.033)] 2024-10-12 07:49:03,539 - Train: 13.39% [167450/1251000] [133.9/1000.0] [batch_t 0.230 (0.223)] [data_t 0.006] [optim_t 0.224] [lr 0.002871] [CE 4.940 (4.555)] [KD 4.963 (4.969)] 2024-10-12 07:49:15,341 - Train: 13.39% [167500/1251000] [133.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.006] [optim_t 0.229] [lr 0.002871] [CE 4.597 (4.516)] [KD 5.249 (4.962)] 2024-10-12 07:49:27,044 - Train: 13.39% [167550/1251000] [133.9/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.002870] [CE 4.272 (4.532)] [KD 4.784 (4.941)] 2024-10-12 07:49:38,733 - Train: 13.40% [167600/1251000] [134.0/1000.0] [batch_t 0.229 (0.234)] [data_t 0.008] [optim_t 0.221] [lr 0.002870] [CE 4.968 (4.562)] [KD 5.106 (4.885)] 2024-10-12 07:49:46,761 - ==> Total time: 11:11:39 Eta: 3 days, 0:20:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:49:54,418 - Train: 13.40% [167650/1251000] [134.0/1000.0] [batch_t 0.234 (0.292)] [data_t 0.007] [optim_t 0.228] [lr 0.002870] [CE 4.471 (4.341)] [KD 4.843 (4.801)] 2024-10-12 07:50:06,246 - Train: 13.41% [167700/1251000] [134.1/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.002870] [CE 4.832 (4.505)] [KD 5.103 (4.940)] 2024-10-12 07:50:17,748 - Train: 13.41% [167750/1251000] [134.1/1000.0] [batch_t 0.238 (0.230)] [data_t 0.010] [optim_t 0.228] [lr 0.002870] [CE 4.361 (4.631)] [KD 4.680 (4.952)] 2024-10-12 07:50:29,841 - Train: 13.41% [167800/1251000] [134.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002870] [CE 4.730 (4.588)] [KD 5.123 (5.027)] 2024-10-12 07:50:41,695 - Train: 13.42% [167850/1251000] [134.2/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.002870] [CE 4.265 (4.526)] [KD 4.876 (4.923)] 2024-10-12 07:50:53,194 - Train: 13.42% [167900/1251000] [134.2/1000.0] [batch_t 0.227 (0.230)] [data_t 0.007] [optim_t 0.221] [lr 0.002870] [CE 4.806 (4.553)] [KD 5.158 (4.970)] 2024-10-12 07:51:04,774 - Train: 13.43% [167950/1251000] [134.3/1000.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.002870] [CE 4.390 (4.477)] [KD 4.921 (4.925)] 2024-10-12 07:51:16,595 - Train: 13.43% [168000/1251000] [134.3/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.002870] [CE 4.476 (4.593)] [KD 4.983 (5.013)] 2024-10-12 07:51:28,576 - Train: 13.43% [168050/1251000] [134.3/1000.0] [batch_t 0.248 (0.239)] [data_t 0.016] [optim_t 0.232] [lr 0.002870] [CE 5.050 (4.497)] [KD 5.174 (4.911)] 2024-10-12 07:51:40,028 - Train: 13.44% [168100/1251000] [134.4/1000.0] [batch_t 0.234 (0.229)] [data_t 0.009] [optim_t 0.224] [lr 0.002870] [CE 4.408 (4.528)] [KD 4.749 (4.925)] 2024-10-12 07:51:51,204 - Train: 13.44% [168150/1251000] [134.4/1000.0] [batch_t 0.213 (0.223)] [data_t 0.008] [optim_t 0.205] [lr 0.002870] [CE 4.229 (4.469)] [KD 4.943 (4.901)] 2024-10-12 07:52:02,520 - Train: 13.45% [168200/1251000] [134.5/1000.0] [batch_t 0.229 (0.226)] [data_t 0.007] [optim_t 0.222] [lr 0.002869] [CE 4.848 (4.515)] [KD 4.937 (4.971)] 2024-10-12 07:52:14,407 - Train: 13.45% [168250/1251000] [134.5/1000.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.002869] [CE 5.155 (4.636)] [KD 5.139 (4.972)] 2024-10-12 07:52:25,773 - Train: 13.45% [168300/1251000] [134.5/1000.0] [batch_t 0.213 (0.227)] [data_t 0.008] [optim_t 0.204] [lr 0.002869] [CE 4.137 (4.513)] [KD 4.858 (5.004)] 2024-10-12 07:52:37,191 - Train: 13.46% [168350/1251000] [134.6/1000.0] [batch_t 0.224 (0.228)] [data_t 0.010] [optim_t 0.214] [lr 0.002869] [CE 4.484 (4.590)] [KD 4.861 (4.981)] 2024-10-12 07:52:48,708 - Train: 13.46% [168400/1251000] [134.6/1000.0] [batch_t 0.232 (0.230)] [data_t 0.010] [optim_t 0.221] [lr 0.002869] [CE 4.313 (4.619)] [KD 4.791 (5.007)] 2024-10-12 07:53:00,372 - Train: 13.47% [168450/1251000] [134.7/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002869] [CE 4.264 (4.548)] [KD 5.013 (4.961)] 2024-10-12 07:53:11,663 - Train: 13.47% [168500/1251000] [134.7/1000.0] [batch_t 0.224 (0.226)] [data_t 0.009] [optim_t 0.214] [lr 0.002869] [CE 4.211 (4.558)] [KD 4.716 (4.984)] 2024-10-12 07:53:23,077 - Train: 13.47% [168550/1251000] [134.7/1000.0] [batch_t 0.221 (0.228)] [data_t 0.007] [optim_t 0.214] [lr 0.002869] [CE 4.869 (4.557)] [KD 5.074 (5.000)] 2024-10-12 07:53:34,675 - Train: 13.48% [168600/1251000] [134.8/1000.0] [batch_t 0.227 (0.232)] [data_t 0.007] [optim_t 0.220] [lr 0.002869] [CE 5.019 (4.529)] [KD 5.012 (4.980)] 2024-10-12 07:53:46,719 - Train: 13.48% [168650/1251000] [134.8/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.002869] [CE 4.416 (4.607)] [KD 5.129 (5.013)] 2024-10-12 07:53:57,950 - Train: 13.49% [168700/1251000] [134.9/1000.0] [batch_t 0.233 (0.224)] [data_t 0.007] [optim_t 0.225] [lr 0.002869] [CE 4.962 (4.574)] [KD 5.010 (4.970)] 2024-10-12 07:54:09,446 - Train: 13.49% [168750/1251000] [134.9/1000.0] [batch_t 0.224 (0.230)] [data_t 0.007] [optim_t 0.218] [lr 0.002869] [CE 5.019 (4.533)] [KD 5.394 (4.941)] 2024-10-12 07:54:21,025 - Train: 13.49% [168800/1251000] [134.9/1000.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.002869] [CE 4.614 (4.555)] [KD 4.948 (5.038)] 2024-10-12 07:54:32,737 - Train: 13.50% [168850/1251000] [135.0/1000.0] [batch_t 0.220 (0.234)] [data_t 0.008] [optim_t 0.211] [lr 0.002868] [CE 3.878 (4.524)] [KD 4.826 (4.917)] 2024-10-12 07:54:50,081 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.177)] [top1_cnt 34207] [top5_cnt 44420] [top_all 50000] 2024-10-12 07:54:50,081 - net: 68.414 (88.840) 2024-10-12 07:54:58,124 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.145)] [top1_cnt 37511] [top5_cnt 46200] [top_all 50000] 2024-10-12 07:54:58,124 - net_E: 75.022 (92.400) 2024-10-12 07:54:58,324 - Max [top1: 69.094 (epoch: 110)] [top1-ema: 75.022 (epoch: 135)] 2024-10-12 07:54:58,324 - ==> Total time: 11:16:51 Eta: 3 days, 0:16:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 07:55:21,064 - Train: 13.50% [168900/1251000] [135.0/1000.0] [batch_t 0.214 (0.269)] [data_t 0.006] [optim_t 0.208] [lr 0.002868] [CE 5.017 (4.527)] [KD 5.148 (4.930)] 2024-10-12 07:55:32,816 - Train: 13.51% [168950/1251000] [135.1/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.216] [lr 0.002868] [CE 4.524 (4.503)] [KD 5.144 (4.965)] 2024-10-12 07:55:44,080 - Train: 13.51% [169000/1251000] [135.1/1000.0] [batch_t 0.222 (0.225)] [data_t 0.007] [optim_t 0.215] [lr 0.002868] [CE 4.304 (4.502)] [KD 4.998 (4.928)] 2024-10-12 07:55:55,815 - Train: 13.51% [169050/1251000] [135.1/1000.0] [batch_t 0.220 (0.235)] [data_t 0.006] [optim_t 0.214] [lr 0.002868] [CE 4.534 (4.528)] [KD 4.773 (4.943)] 2024-10-12 07:56:07,397 - Train: 13.52% [169100/1251000] [135.2/1000.0] [batch_t 0.224 (0.231)] [data_t 0.008] [optim_t 0.216] [lr 0.002868] [CE 4.782 (4.598)] [KD 5.283 (4.979)] 2024-10-12 07:56:19,028 - Train: 13.52% [169150/1251000] [135.2/1000.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.002868] [CE 4.729 (4.555)] [KD 5.143 (4.962)] 2024-10-12 07:56:30,519 - Train: 13.53% [169200/1251000] [135.3/1000.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.002868] [CE 4.282 (4.576)] [KD 4.759 (4.979)] 2024-10-12 07:56:42,732 - Train: 13.53% [169250/1251000] [135.3/1000.0] [batch_t 0.206 (0.244)] [data_t 0.010] [optim_t 0.197] [lr 0.002868] [CE 4.443 (4.498)] [KD 4.776 (4.978)] 2024-10-12 07:56:53,946 - Train: 13.53% [169300/1251000] [135.3/1000.0] [batch_t 0.227 (0.224)] [data_t 0.009] [optim_t 0.218] [lr 0.002868] [CE 4.979 (4.514)] [KD 5.233 (4.911)] 2024-10-12 07:57:05,409 - Train: 13.54% [169350/1251000] [135.4/1000.0] [batch_t 0.227 (0.229)] [data_t 0.008] [optim_t 0.219] [lr 0.002868] [CE 4.616 (4.493)] [KD 4.797 (4.953)] 2024-10-12 07:57:17,060 - Train: 13.54% [169400/1251000] [135.4/1000.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.002868] [CE 4.498 (4.568)] [KD 4.867 (4.933)] 2024-10-12 07:57:28,778 - Train: 13.55% [169450/1251000] [135.5/1000.0] [batch_t 0.214 (0.234)] [data_t 0.009] [optim_t 0.205] [lr 0.002868] [CE 4.606 (4.531)] [KD 4.857 (4.905)] 2024-10-12 07:57:40,148 - Train: 13.55% [169500/1251000] [135.5/1000.0] [batch_t 0.232 (0.227)] [data_t 0.008] [optim_t 0.224] [lr 0.002867] [CE 4.561 (4.615)] [KD 4.919 (5.083)] 2024-10-12 07:57:52,257 - Train: 13.55% [169550/1251000] [135.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002867] [CE 4.600 (4.538)] [KD 4.496 (4.960)] 2024-10-12 07:58:03,549 - Train: 13.56% [169600/1251000] [135.6/1000.0] [batch_t 0.243 (0.226)] [data_t 0.009] [optim_t 0.234] [lr 0.002867] [CE 4.873 (4.606)] [KD 5.038 (5.005)] 2024-10-12 07:58:15,536 - Train: 13.56% [169650/1251000] [135.6/1000.0] [batch_t 0.226 (0.240)] [data_t 0.008] [optim_t 0.218] [lr 0.002867] [CE 4.395 (4.598)] [KD 4.823 (4.985)] 2024-10-12 07:58:27,033 - Train: 13.57% [169700/1251000] [135.7/1000.0] [batch_t 0.210 (0.230)] [data_t 0.009] [optim_t 0.200] [lr 0.002867] [CE 4.456 (4.523)] [KD 4.673 (4.956)] 2024-10-12 07:58:38,405 - Train: 13.57% [169750/1251000] [135.7/1000.0] [batch_t 0.219 (0.227)] [data_t 0.007] [optim_t 0.212] [lr 0.002867] [CE 4.803 (4.566)] [KD 5.109 (4.924)] 2024-10-12 07:58:49,630 - Train: 13.57% [169800/1251000] [135.7/1000.0] [batch_t 0.218 (0.224)] [data_t 0.010] [optim_t 0.208] [lr 0.002867] [CE 4.587 (4.558)] [KD 5.211 (4.931)] 2024-10-12 07:59:02,000 - Train: 13.58% [169850/1251000] [135.8/1000.0] [batch_t 0.504 (0.247)] [data_t 0.007] [optim_t 0.497] [lr 0.002867] [CE 3.955 (4.493)] [KD 4.935 (4.996)] 2024-10-12 07:59:13,487 - Train: 13.58% [169900/1251000] [135.8/1000.0] [batch_t 0.219 (0.230)] [data_t 0.008] [optim_t 0.211] [lr 0.002867] [CE 4.136 (4.606)] [KD 4.640 (5.080)] 2024-10-12 07:59:25,263 - Train: 13.59% [169950/1251000] [135.9/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.002867] [CE 4.582 (4.592)] [KD 5.067 (5.099)] 2024-10-12 07:59:37,133 - Train: 13.59% [170000/1251000] [135.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.006] [optim_t 0.230] [lr 0.002867] [CE 4.454 (4.621)] [KD 4.919 (5.021)] 2024-10-12 07:59:49,069 - Train: 13.59% [170050/1251000] [135.9/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.216] [lr 0.002867] [CE 4.450 (4.550)] [KD 5.302 (4.995)] 2024-10-12 08:00:00,626 - Train: 13.60% [170100/1251000] [136.0/1000.0] [batch_t 0.224 (0.231)] [data_t 0.007] [optim_t 0.217] [lr 0.002867] [CE 4.478 (4.512)] [KD 4.876 (4.938)] 2024-10-12 08:00:09,058 - ==> Total time: 11:22:01 Eta: 3 days, 0:12:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:00:16,825 - Train: 13.60% [170150/1251000] [136.0/1000.0] [batch_t 0.234 (0.304)] [data_t 0.007] [optim_t 0.226] [lr 0.002866] [CE 4.505 (4.429)] [KD 4.820 (4.821)] 2024-10-12 08:00:28,493 - Train: 13.61% [170200/1251000] [136.1/1000.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.218] [lr 0.002866] [CE 4.727 (4.559)] [KD 5.193 (4.896)] 2024-10-12 08:00:40,259 - Train: 13.61% [170250/1251000] [136.1/1000.0] [batch_t 0.248 (0.235)] [data_t 0.010] [optim_t 0.238] [lr 0.002866] [CE 4.536 (4.523)] [KD 4.887 (4.926)] 2024-10-12 08:00:52,300 - Train: 13.61% [170300/1251000] [136.1/1000.0] [batch_t 0.226 (0.241)] [data_t 0.008] [optim_t 0.218] [lr 0.002866] [CE 5.146 (4.558)] [KD 5.166 (4.938)] 2024-10-12 08:01:04,173 - Train: 13.62% [170350/1251000] [136.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.008] [optim_t 0.223] [lr 0.002866] [CE 4.572 (4.592)] [KD 4.930 (4.967)] 2024-10-12 08:01:15,814 - Train: 13.62% [170400/1251000] [136.2/1000.0] [batch_t 0.230 (0.233)] [data_t 0.008] [optim_t 0.222] [lr 0.002866] [CE 4.326 (4.605)] [KD 4.819 (5.025)] 2024-10-12 08:01:27,553 - Train: 13.63% [170450/1251000] [136.3/1000.0] [batch_t 0.442 (0.235)] [data_t 0.009] [optim_t 0.433] [lr 0.002866] [CE 4.494 (4.525)] [KD 4.890 (4.938)] 2024-10-12 08:01:39,106 - Train: 13.63% [170500/1251000] [136.3/1000.0] [batch_t 0.236 (0.231)] [data_t 0.008] [optim_t 0.228] [lr 0.002866] [CE 4.758 (4.543)] [KD 4.738 (4.868)] 2024-10-12 08:01:50,351 - Train: 13.63% [170550/1251000] [136.3/1000.0] [batch_t 0.233 (0.225)] [data_t 0.009] [optim_t 0.224] [lr 0.002866] [CE 4.361 (4.584)] [KD 4.907 (4.947)] 2024-10-12 08:02:01,814 - Train: 13.64% [170600/1251000] [136.4/1000.0] [batch_t 0.230 (0.229)] [data_t 0.009] [optim_t 0.221] [lr 0.002866] [CE 4.529 (4.541)] [KD 5.003 (4.941)] 2024-10-12 08:02:13,548 - Train: 13.64% [170650/1251000] [136.4/1000.0] [batch_t 0.221 (0.235)] [data_t 0.007] [optim_t 0.214] [lr 0.002866] [CE 4.779 (4.505)] [KD 4.957 (4.882)] 2024-10-12 08:02:24,848 - Train: 13.65% [170700/1251000] [136.5/1000.0] [batch_t 0.219 (0.226)] [data_t 0.008] [optim_t 0.212] [lr 0.002866] [CE 4.752 (4.558)] [KD 5.152 (4.813)] 2024-10-12 08:02:36,250 - Train: 13.65% [170750/1251000] [136.5/1000.0] [batch_t 0.205 (0.228)] [data_t 0.006] [optim_t 0.198] [lr 0.002866] [CE 4.501 (4.567)] [KD 4.633 (4.850)] 2024-10-12 08:02:47,872 - Train: 13.65% [170800/1251000] [136.5/1000.0] [batch_t 0.226 (0.232)] [data_t 0.006] [optim_t 0.220] [lr 0.002865] [CE 4.658 (4.514)] [KD 4.972 (4.862)] 2024-10-12 08:02:59,184 - Train: 13.66% [170850/1251000] [136.6/1000.0] [batch_t 0.221 (0.226)] [data_t 0.010] [optim_t 0.211] [lr 0.002865] [CE 4.324 (4.566)] [KD 4.780 (4.921)] 2024-10-12 08:03:11,091 - Train: 13.66% [170900/1251000] [136.6/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.002865] [CE 4.543 (4.581)] [KD 4.826 (4.947)] 2024-10-12 08:03:22,822 - Train: 13.67% [170950/1251000] [136.7/1000.0] [batch_t 0.220 (0.234)] [data_t 0.009] [optim_t 0.210] [lr 0.002865] [CE 4.892 (4.527)] [KD 4.963 (5.014)] 2024-10-12 08:03:34,215 - Train: 13.67% [171000/1251000] [136.7/1000.0] [batch_t 0.218 (0.228)] [data_t 0.009] [optim_t 0.209] [lr 0.002865] [CE 4.366 (4.525)] [KD 4.552 (4.944)] 2024-10-12 08:03:45,715 - Train: 13.67% [171050/1251000] [136.7/1000.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.002865] [CE 4.341 (4.531)] [KD 4.996 (4.941)] 2024-10-12 08:03:57,046 - Train: 13.68% [171100/1251000] [136.8/1000.0] [batch_t 0.213 (0.226)] [data_t 0.010] [optim_t 0.203] [lr 0.002865] [CE 4.829 (4.590)] [KD 5.010 (4.985)] 2024-10-12 08:04:08,842 - Train: 13.68% [171150/1251000] [136.8/1000.0] [batch_t 0.220 (0.236)] [data_t 0.008] [optim_t 0.213] [lr 0.002865] [CE 4.769 (4.564)] [KD 5.066 (4.989)] 2024-10-12 08:04:20,282 - Train: 13.69% [171200/1251000] [136.9/1000.0] [batch_t 0.235 (0.229)] [data_t 0.009] [optim_t 0.226] [lr 0.002865] [CE 4.902 (4.600)] [KD 5.266 (4.927)] 2024-10-12 08:04:32,064 - Train: 13.69% [171250/1251000] [136.9/1000.0] [batch_t 0.219 (0.235)] [data_t 0.009] [optim_t 0.210] [lr 0.002865] [CE 4.886 (4.572)] [KD 5.003 (4.941)] 2024-10-12 08:04:43,496 - Train: 13.69% [171300/1251000] [136.9/1000.0] [batch_t 0.228 (0.228)] [data_t 0.009] [optim_t 0.219] [lr 0.002865] [CE 4.584 (4.472)] [KD 4.812 (4.818)] 2024-10-12 08:04:54,890 - Train: 13.70% [171350/1251000] [137.0/1000.0] [batch_t 0.212 (0.228)] [data_t 0.010] [optim_t 0.203] [lr 0.002865] [CE 5.217 (4.606)] [KD 5.280 (4.951)] 2024-10-12 08:05:03,203 - ==> Total time: 11:26:56 Eta: 3 days, 0:07:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:05:11,080 - Train: 13.70% [171400/1251000] [137.0/1000.0] [batch_t 0.246 (0.264)] [data_t 0.006] [optim_t 0.240] [lr 0.002865] [CE 4.139 (4.555)] [KD 4.609 (4.824)] 2024-10-12 08:05:23,049 - Train: 13.71% [171450/1251000] [137.1/1000.0] [batch_t 0.216 (0.239)] [data_t 0.009] [optim_t 0.207] [lr 0.002864] [CE 4.291 (4.483)] [KD 4.983 (4.828)] 2024-10-12 08:05:34,778 - Train: 13.71% [171500/1251000] [137.1/1000.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.220] [lr 0.002864] [CE 5.218 (4.542)] [KD 5.163 (4.908)] 2024-10-12 08:05:46,035 - Train: 13.71% [171550/1251000] [137.1/1000.0] [batch_t 0.214 (0.225)] [data_t 0.009] [optim_t 0.205] [lr 0.002864] [CE 4.355 (4.578)] [KD 4.996 (4.991)] 2024-10-12 08:05:57,621 - Train: 13.72% [171600/1251000] [137.2/1000.0] [batch_t 0.228 (0.232)] [data_t 0.009] [optim_t 0.219] [lr 0.002864] [CE 4.875 (4.619)] [KD 5.028 (5.015)] 2024-10-12 08:06:09,127 - Train: 13.72% [171650/1251000] [137.2/1000.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.002864] [CE 4.491 (4.563)] [KD 5.075 (4.959)] 2024-10-12 08:06:20,303 - Train: 13.73% [171700/1251000] [137.3/1000.0] [batch_t 0.217 (0.223)] [data_t 0.006] [optim_t 0.211] [lr 0.002864] [CE 3.862 (4.518)] [KD 4.269 (4.930)] 2024-10-12 08:06:31,475 - Train: 13.73% [171750/1251000] [137.3/1000.0] [batch_t 0.239 (0.223)] [data_t 0.008] [optim_t 0.231] [lr 0.002864] [CE 3.956 (4.517)] [KD 4.777 (4.858)] 2024-10-12 08:06:43,481 - Train: 13.73% [171800/1251000] [137.3/1000.0] [batch_t 0.212 (0.240)] [data_t 0.009] [optim_t 0.203] [lr 0.002864] [CE 4.792 (4.543)] [KD 5.253 (4.880)] 2024-10-12 08:06:54,434 - Train: 13.74% [171850/1251000] [137.4/1000.0] [batch_t 0.212 (0.219)] [data_t 0.007] [optim_t 0.205] [lr 0.002864] [CE 4.094 (4.512)] [KD 4.774 (4.858)] 2024-10-12 08:07:05,715 - Train: 13.74% [171900/1251000] [137.4/1000.0] [batch_t 0.228 (0.225)] [data_t 0.006] [optim_t 0.222] [lr 0.002864] [CE 5.110 (4.509)] [KD 5.165 (4.870)] 2024-10-12 08:07:17,705 - Train: 13.75% [171950/1251000] [137.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.002864] [CE 4.365 (4.511)] [KD 4.800 (4.877)] 2024-10-12 08:07:29,081 - Train: 13.75% [172000/1251000] [137.5/1000.0] [batch_t 0.224 (0.227)] [data_t 0.008] [optim_t 0.216] [lr 0.002864] [CE 4.699 (4.536)] [KD 5.196 (4.921)] 2024-10-12 08:07:40,566 - Train: 13.75% [172050/1251000] [137.5/1000.0] [batch_t 0.218 (0.230)] [data_t 0.006] [optim_t 0.212] [lr 0.002864] [CE 4.625 (4.522)] [KD 5.021 (5.005)] 2024-10-12 08:07:52,353 - Train: 13.76% [172100/1251000] [137.6/1000.0] [batch_t 0.226 (0.236)] [data_t 0.008] [optim_t 0.218] [lr 0.002863] [CE 4.848 (4.600)] [KD 5.029 (4.942)] 2024-10-12 08:08:03,681 - Train: 13.76% [172150/1251000] [137.6/1000.0] [batch_t 0.227 (0.226)] [data_t 0.009] [optim_t 0.218] [lr 0.002863] [CE 5.210 (4.617)] [KD 5.184 (4.919)] 2024-10-12 08:08:15,190 - Train: 13.76% [172200/1251000] [137.6/1000.0] [batch_t 0.221 (0.230)] [data_t 0.011] [optim_t 0.210] [lr 0.002863] [CE 4.580 (4.564)] [KD 4.889 (4.952)] 2024-10-12 08:08:27,156 - Train: 13.77% [172250/1251000] [137.7/1000.0] [batch_t 0.229 (0.239)] [data_t 0.008] [optim_t 0.221] [lr 0.002863] [CE 4.495 (4.588)] [KD 5.071 (4.994)] 2024-10-12 08:08:38,181 - Train: 13.77% [172300/1251000] [137.7/1000.0] [batch_t 0.212 (0.220)] [data_t 0.007] [optim_t 0.205] [lr 0.002863] [CE 4.391 (4.581)] [KD 4.973 (4.949)] 2024-10-12 08:08:49,349 - Train: 13.78% [172350/1251000] [137.8/1000.0] [batch_t 0.220 (0.223)] [data_t 0.006] [optim_t 0.213] [lr 0.002863] [CE 4.038 (4.540)] [KD 4.652 (4.973)] 2024-10-12 08:09:00,962 - Train: 13.78% [172400/1251000] [137.8/1000.0] [batch_t 0.264 (0.232)] [data_t 0.008] [optim_t 0.256] [lr 0.002863] [CE 4.701 (4.541)] [KD 5.047 (4.902)] 2024-10-12 08:09:12,911 - Train: 13.78% [172450/1251000] [137.8/1000.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.002863] [CE 4.343 (4.530)] [KD 4.731 (4.830)] 2024-10-12 08:09:24,075 - Train: 13.79% [172500/1251000] [137.9/1000.0] [batch_t 0.218 (0.223)] [data_t 0.009] [optim_t 0.208] [lr 0.002863] [CE 4.497 (4.547)] [KD 4.853 (4.935)] 2024-10-12 08:09:35,715 - Train: 13.79% [172550/1251000] [137.9/1000.0] [batch_t 0.223 (0.233)] [data_t 0.010] [optim_t 0.213] [lr 0.002863] [CE 4.635 (4.615)] [KD 5.073 (4.985)] 2024-10-12 08:09:47,488 - Train: 13.80% [172600/1251000] [138.0/1000.0] [batch_t 0.215 (0.235)] [data_t 0.008] [optim_t 0.207] [lr 0.002863] [CE 4.916 (4.625)] [KD 5.122 (5.098)] 2024-10-12 08:09:55,946 - ==> Total time: 11:31:48 Eta: 3 days, 0:01:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:10:01,874 - Train: 13.80% [172650/1251000] [138.0/1000.0] [batch_t 0.238 (0.280)] [data_t 0.009] [optim_t 0.229] [lr 0.002863] [CE 4.830 (4.581)] [KD 5.148 (4.954)] 2024-10-12 08:10:13,677 - Train: 13.80% [172700/1251000] [138.0/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.222] [lr 0.002863] [CE 4.321 (4.541)] [KD 4.817 (4.867)] 2024-10-12 08:10:25,467 - Train: 13.81% [172750/1251000] [138.1/1000.0] [batch_t 0.216 (0.236)] [data_t 0.006] [optim_t 0.210] [lr 0.002862] [CE 4.460 (4.598)] [KD 4.654 (4.970)] 2024-10-12 08:10:37,111 - Train: 13.81% [172800/1251000] [138.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002862] [CE 4.613 (4.496)] [KD 5.041 (4.954)] 2024-10-12 08:10:49,150 - Train: 13.82% [172850/1251000] [138.2/1000.0] [batch_t 0.215 (0.241)] [data_t 0.009] [optim_t 0.205] [lr 0.002862] [CE 4.447 (4.548)] [KD 4.627 (4.894)] 2024-10-12 08:11:00,456 - Train: 13.82% [172900/1251000] [138.2/1000.0] [batch_t 0.215 (0.226)] [data_t 0.010] [optim_t 0.205] [lr 0.002862] [CE 4.589 (4.569)] [KD 4.837 (5.012)] 2024-10-12 08:11:12,023 - Train: 13.82% [172950/1251000] [138.2/1000.0] [batch_t 0.218 (0.231)] [data_t 0.008] [optim_t 0.210] [lr 0.002862] [CE 4.786 (4.583)] [KD 4.951 (4.939)] 2024-10-12 08:11:23,747 - Train: 13.83% [173000/1251000] [138.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002862] [CE 4.643 (4.553)] [KD 5.527 (4.995)] 2024-10-12 08:11:35,521 - Train: 13.83% [173050/1251000] [138.3/1000.0] [batch_t 0.417 (0.235)] [data_t 0.007] [optim_t 0.410] [lr 0.002862] [CE 4.103 (4.582)] [KD 4.831 (5.017)] 2024-10-12 08:11:47,115 - Train: 13.84% [173100/1251000] [138.4/1000.0] [batch_t 0.214 (0.232)] [data_t 0.010] [optim_t 0.204] [lr 0.002862] [CE 3.858 (4.587)] [KD 4.843 (4.972)] 2024-10-12 08:11:58,755 - Train: 13.84% [173150/1251000] [138.4/1000.0] [batch_t 0.222 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.002862] [CE 4.433 (4.512)] [KD 5.205 (4.914)] 2024-10-12 08:12:10,431 - Train: 13.84% [173200/1251000] [138.4/1000.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.002862] [CE 4.611 (4.587)] [KD 5.098 (4.931)] 2024-10-12 08:12:22,129 - Train: 13.85% [173250/1251000] [138.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002862] [CE 4.790 (4.643)] [KD 4.981 (4.939)] 2024-10-12 08:12:33,844 - Train: 13.85% [173300/1251000] [138.5/1000.0] [batch_t 0.220 (0.234)] [data_t 0.010] [optim_t 0.210] [lr 0.002862] [CE 4.731 (4.511)] [KD 4.504 (4.812)] 2024-10-12 08:12:45,517 - Train: 13.86% [173350/1251000] [138.6/1000.0] [batch_t 0.234 (0.233)] [data_t 0.010] [optim_t 0.224] [lr 0.002861] [CE 4.160 (4.581)] [KD 4.640 (4.897)] 2024-10-12 08:12:57,225 - Train: 13.86% [173400/1251000] [138.6/1000.0] [batch_t 0.215 (0.234)] [data_t 0.009] [optim_t 0.206] [lr 0.002861] [CE 4.566 (4.482)] [KD 4.966 (4.907)] 2024-10-12 08:13:08,828 - Train: 13.86% [173450/1251000] [138.6/1000.0] [batch_t 0.424 (0.232)] [data_t 0.008] [optim_t 0.416] [lr 0.002861] [CE 4.362 (4.559)] [KD 4.728 (5.018)] 2024-10-12 08:13:20,484 - Train: 13.87% [173500/1251000] [138.7/1000.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.002861] [CE 4.626 (4.569)] [KD 4.891 (4.886)] 2024-10-12 08:13:32,202 - Train: 13.87% [173550/1251000] [138.7/1000.0] [batch_t 0.226 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.002861] [CE 4.753 (4.522)] [KD 4.781 (4.871)] 2024-10-12 08:13:43,934 - Train: 13.88% [173600/1251000] [138.8/1000.0] [batch_t 0.250 (0.234)] [data_t 0.009] [optim_t 0.240] [lr 0.002861] [CE 3.785 (4.488)] [KD 4.853 (4.889)] 2024-10-12 08:13:55,352 - Train: 13.88% [173650/1251000] [138.8/1000.0] [batch_t 0.232 (0.228)] [data_t 0.009] [optim_t 0.222] [lr 0.002861] [CE 4.520 (4.595)] [KD 4.770 (4.928)] 2024-10-12 08:14:07,132 - Train: 13.88% [173700/1251000] [138.8/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.212] [lr 0.002861] [CE 4.674 (4.511)] [KD 5.087 (4.930)] 2024-10-12 08:14:18,750 - Train: 13.89% [173750/1251000] [138.9/1000.0] [batch_t 0.231 (0.232)] [data_t 0.010] [optim_t 0.222] [lr 0.002861] [CE 4.584 (4.620)] [KD 4.593 (4.926)] 2024-10-12 08:14:30,375 - Train: 13.89% [173800/1251000] [138.9/1000.0] [batch_t 0.223 (0.232)] [data_t 0.010] [optim_t 0.213] [lr 0.002861] [CE 4.846 (4.563)] [KD 5.176 (4.931)] 2024-10-12 08:14:42,539 - Train: 13.90% [173850/1251000] [139.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.002861] [CE 4.113 (4.549)] [KD 4.767 (4.953)] 2024-10-12 08:14:51,483 - ==> Total time: 11:36:44 Eta: 2 days, 23:55:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:14:57,734 - Train: 13.90% [173900/1251000] [139.0/1000.0] [batch_t 0.227 (0.276)] [data_t 0.008] [optim_t 0.219] [lr 0.002861] [CE 4.716 (4.518)] [KD 4.998 (4.887)] 2024-10-12 08:15:09,795 - Train: 13.90% [173950/1251000] [139.0/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002861] [CE 4.481 (4.453)] [KD 4.755 (4.898)] 2024-10-12 08:15:21,818 - Train: 13.91% [174000/1251000] [139.1/1000.0] [batch_t 0.221 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.002860] [CE 4.306 (4.506)] [KD 4.763 (4.853)] 2024-10-12 08:15:33,946 - Train: 13.91% [174050/1251000] [139.1/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.002860] [CE 4.412 (4.524)] [KD 4.662 (4.829)] 2024-10-12 08:15:45,378 - Train: 13.92% [174100/1251000] [139.2/1000.0] [batch_t 0.222 (0.228)] [data_t 0.007] [optim_t 0.215] [lr 0.002860] [CE 4.984 (4.604)] [KD 5.002 (4.947)] 2024-10-12 08:15:57,369 - Train: 13.92% [174150/1251000] [139.2/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.002860] [CE 4.126 (4.503)] [KD 4.683 (4.999)] 2024-10-12 08:16:08,649 - Train: 13.92% [174200/1251000] [139.2/1000.0] [batch_t 0.224 (0.225)] [data_t 0.009] [optim_t 0.215] [lr 0.002860] [CE 4.518 (4.507)] [KD 4.728 (4.978)] 2024-10-12 08:16:20,322 - Train: 13.93% [174250/1251000] [139.3/1000.0] [batch_t 0.223 (0.233)] [data_t 0.010] [optim_t 0.213] [lr 0.002860] [CE 4.683 (4.586)] [KD 5.034 (4.977)] 2024-10-12 08:16:31,934 - Train: 13.93% [174300/1251000] [139.3/1000.0] [batch_t 0.215 (0.232)] [data_t 0.008] [optim_t 0.207] [lr 0.002860] [CE 4.477 (4.571)] [KD 5.144 (4.866)] 2024-10-12 08:16:43,845 - Train: 13.94% [174350/1251000] [139.4/1000.0] [batch_t 0.222 (0.238)] [data_t 0.010] [optim_t 0.211] [lr 0.002860] [CE 4.488 (4.555)] [KD 4.794 (4.922)] 2024-10-12 08:16:55,424 - Train: 13.94% [174400/1251000] [139.4/1000.0] [batch_t 0.214 (0.231)] [data_t 0.007] [optim_t 0.207] [lr 0.002860] [CE 4.660 (4.598)] [KD 4.926 (5.020)] 2024-10-12 08:17:07,010 - Train: 13.94% [174450/1251000] [139.4/1000.0] [batch_t 0.224 (0.232)] [data_t 0.007] [optim_t 0.217] [lr 0.002860] [CE 4.560 (4.576)] [KD 4.794 (5.076)] 2024-10-12 08:17:18,784 - Train: 13.95% [174500/1251000] [139.5/1000.0] [batch_t 0.218 (0.235)] [data_t 0.007] [optim_t 0.211] [lr 0.002860] [CE 5.115 (4.534)] [KD 5.078 (4.866)] 2024-10-12 08:17:30,568 - Train: 13.95% [174550/1251000] [139.5/1000.0] [batch_t 0.220 (0.235)] [data_t 0.011] [optim_t 0.210] [lr 0.002860] [CE 3.902 (4.576)] [KD 4.920 (5.001)] 2024-10-12 08:17:41,798 - Train: 13.96% [174600/1251000] [139.6/1000.0] [batch_t 0.217 (0.224)] [data_t 0.007] [optim_t 0.210] [lr 0.002860] [CE 4.803 (4.595)] [KD 5.109 (5.086)] 2024-10-12 08:17:53,835 - Train: 13.96% [174650/1251000] [139.6/1000.0] [batch_t 0.215 (0.241)] [data_t 0.006] [optim_t 0.209] [lr 0.002859] [CE 4.675 (4.538)] [KD 5.157 (4.969)] 2024-10-12 08:18:05,394 - Train: 13.96% [174700/1251000] [139.6/1000.0] [batch_t 0.214 (0.231)] [data_t 0.010] [optim_t 0.204] [lr 0.002859] [CE 4.983 (4.576)] [KD 5.042 (4.904)] 2024-10-12 08:18:16,919 - Train: 13.97% [174750/1251000] [139.7/1000.0] [batch_t 0.216 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.002859] [CE 3.958 (4.606)] [KD 4.854 (4.978)] 2024-10-12 08:18:28,517 - Train: 13.97% [174800/1251000] [139.7/1000.0] [batch_t 0.228 (0.232)] [data_t 0.007] [optim_t 0.221] [lr 0.002859] [CE 4.502 (4.486)] [KD 5.158 (4.994)] 2024-10-12 08:18:40,168 - Train: 13.98% [174850/1251000] [139.8/1000.0] [batch_t 0.419 (0.233)] [data_t 0.007] [optim_t 0.412] [lr 0.002859] [CE 4.234 (4.478)] [KD 4.913 (4.937)] 2024-10-12 08:18:51,453 - Train: 13.98% [174900/1251000] [139.8/1000.0] [batch_t 0.213 (0.226)] [data_t 0.010] [optim_t 0.203] [lr 0.002859] [CE 4.736 (4.654)] [KD 5.146 (4.967)] 2024-10-12 08:19:03,476 - Train: 13.98% [174950/1251000] [139.8/1000.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.002859] [CE 4.397 (4.587)] [KD 4.682 (4.937)] 2024-10-12 08:19:15,151 - Train: 13.99% [175000/1251000] [139.9/1000.0] [batch_t 0.223 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.002859] [CE 4.378 (4.629)] [KD 4.814 (5.017)] 2024-10-12 08:19:26,709 - Train: 13.99% [175050/1251000] [139.9/1000.0] [batch_t 0.225 (0.231)] [data_t 0.007] [optim_t 0.218] [lr 0.002859] [CE 4.171 (4.594)] [KD 4.924 (5.008)] 2024-10-12 08:19:38,659 - Train: 14.00% [175100/1251000] [140.0/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.002859] [CE 4.903 (4.599)] [KD 5.081 (4.931)] 2024-10-12 08:19:56,148 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.154)] [top1_cnt 34670] [top5_cnt 44693] [top_all 50000] 2024-10-12 08:19:56,149 - net: 69.340 (89.386) 2024-10-12 08:20:04,496 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.150)] [top1_cnt 37534] [top5_cnt 46195] [top_all 50000] 2024-10-12 08:20:04,496 - net_E: 75.068 (92.390) 2024-10-12 08:20:04,704 - Max [top1: 69.340 (epoch: 140)] [top1-ema: 75.068 (epoch: 140)] 2024-10-12 08:20:04,705 - ==> Total time: 11:41:57 Eta: 2 days, 23:52:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:20:23,907 - Train: 14.00% [175150/1251000] [140.0/1000.0] [batch_t 0.230 (0.271)] [data_t 0.006] [optim_t 0.224] [lr 0.002859] [CE 4.368 (4.617)] [KD 4.641 (4.843)] 2024-10-12 08:20:35,789 - Train: 14.00% [175200/1251000] [140.0/1000.0] [batch_t 0.221 (0.237)] [data_t 0.007] [optim_t 0.213] [lr 0.002859] [CE 4.089 (4.467)] [KD 4.648 (4.899)] 2024-10-12 08:20:48,042 - Train: 14.01% [175250/1251000] [140.1/1000.0] [batch_t 0.220 (0.245)] [data_t 0.008] [optim_t 0.212] [lr 0.002858] [CE 4.723 (4.590)] [KD 4.949 (4.920)] 2024-10-12 08:20:59,424 - Train: 14.01% [175300/1251000] [140.1/1000.0] [batch_t 0.240 (0.227)] [data_t 0.008] [optim_t 0.232] [lr 0.002858] [CE 4.472 (4.546)] [KD 4.565 (4.933)] 2024-10-12 08:21:11,338 - Train: 14.02% [175350/1251000] [140.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.006] [optim_t 0.223] [lr 0.002858] [CE 5.004 (4.596)] [KD 5.314 (5.001)] 2024-10-12 08:21:23,273 - Train: 14.02% [175400/1251000] [140.2/1000.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.002858] [CE 4.855 (4.475)] [KD 5.108 (4.903)] 2024-10-12 08:21:35,079 - Train: 14.02% [175450/1251000] [140.2/1000.0] [batch_t 0.217 (0.236)] [data_t 0.010] [optim_t 0.207] [lr 0.002858] [CE 4.872 (4.514)] [KD 5.380 (4.900)] 2024-10-12 08:21:46,697 - Train: 14.03% [175500/1251000] [140.3/1000.0] [batch_t 0.212 (0.232)] [data_t 0.007] [optim_t 0.206] [lr 0.002858] [CE 4.481 (4.559)] [KD 4.815 (4.998)] 2024-10-12 08:21:58,590 - Train: 14.03% [175550/1251000] [140.3/1000.0] [batch_t 0.219 (0.238)] [data_t 0.008] [optim_t 0.211] [lr 0.002858] [CE 4.920 (4.538)] [KD 4.921 (4.937)] 2024-10-12 08:22:09,970 - Train: 14.04% [175600/1251000] [140.4/1000.0] [batch_t 0.221 (0.227)] [data_t 0.010] [optim_t 0.211] [lr 0.002858] [CE 4.434 (4.498)] [KD 4.913 (4.897)] 2024-10-12 08:22:21,825 - Train: 14.04% [175650/1251000] [140.4/1000.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002858] [CE 4.230 (4.504)] [KD 4.405 (4.812)] 2024-10-12 08:22:33,706 - Train: 14.04% [175700/1251000] [140.4/1000.0] [batch_t 0.388 (0.237)] [data_t 0.006] [optim_t 0.381] [lr 0.002858] [CE 4.824 (4.597)] [KD 5.270 (4.963)] 2024-10-12 08:22:45,248 - Train: 14.05% [175750/1251000] [140.5/1000.0] [batch_t 0.217 (0.231)] [data_t 0.006] [optim_t 0.211] [lr 0.002858] [CE 4.822 (4.617)] [KD 5.080 (4.969)] 2024-10-12 08:22:56,755 - Train: 14.05% [175800/1251000] [140.5/1000.0] [batch_t 0.402 (0.230)] [data_t 0.008] [optim_t 0.394] [lr 0.002858] [CE 4.603 (4.531)] [KD 4.733 (4.929)] 2024-10-12 08:23:08,533 - Train: 14.06% [175850/1251000] [140.6/1000.0] [batch_t 0.214 (0.235)] [data_t 0.010] [optim_t 0.205] [lr 0.002858] [CE 4.502 (4.577)] [KD 4.785 (4.923)] 2024-10-12 08:23:19,729 - Train: 14.06% [175900/1251000] [140.6/1000.0] [batch_t 0.243 (0.224)] [data_t 0.010] [optim_t 0.233] [lr 0.002857] [CE 4.470 (4.594)] [KD 4.839 (4.872)] 2024-10-12 08:23:31,241 - Train: 14.06% [175950/1251000] [140.6/1000.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.002857] [CE 4.956 (4.656)] [KD 5.380 (4.990)] 2024-10-12 08:23:43,049 - Train: 14.07% [176000/1251000] [140.7/1000.0] [batch_t 0.219 (0.236)] [data_t 0.010] [optim_t 0.209] [lr 0.002857] [CE 4.956 (4.542)] [KD 5.140 (4.902)] 2024-10-12 08:23:54,667 - Train: 14.07% [176050/1251000] [140.7/1000.0] [batch_t 0.220 (0.232)] [data_t 0.009] [optim_t 0.211] [lr 0.002857] [CE 4.522 (4.530)] [KD 4.846 (4.876)] 2024-10-12 08:24:05,940 - Train: 14.08% [176100/1251000] [140.8/1000.0] [batch_t 0.217 (0.225)] [data_t 0.010] [optim_t 0.207] [lr 0.002857] [CE 4.729 (4.622)] [KD 5.171 (4.972)] 2024-10-12 08:24:17,876 - Train: 14.08% [176150/1251000] [140.8/1000.0] [batch_t 0.228 (0.239)] [data_t 0.006] [optim_t 0.222] [lr 0.002857] [CE 4.398 (4.543)] [KD 4.919 (5.021)] 2024-10-12 08:24:29,038 - Train: 14.08% [176200/1251000] [140.8/1000.0] [batch_t 0.223 (0.223)] [data_t 0.009] [optim_t 0.214] [lr 0.002857] [CE 5.126 (4.520)] [KD 5.167 (4.987)] 2024-10-12 08:24:40,738 - Train: 14.09% [176250/1251000] [140.9/1000.0] [batch_t 0.223 (0.234)] [data_t 0.006] [optim_t 0.217] [lr 0.002857] [CE 4.841 (4.553)] [KD 5.213 (4.939)] 2024-10-12 08:24:52,662 - Train: 14.09% [176300/1251000] [140.9/1000.0] [batch_t 0.224 (0.238)] [data_t 0.010] [optim_t 0.214] [lr 0.002857] [CE 4.309 (4.577)] [KD 4.923 (4.931)] 2024-10-12 08:25:04,277 - Train: 14.10% [176350/1251000] [141.0/1000.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.002857] [CE 4.331 (4.530)] [KD 4.620 (4.876)] 2024-10-12 08:25:13,281 - ==> Total time: 11:47:06 Eta: 2 days, 23:47:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:25:18,759 - Train: 14.10% [176400/1251000] [141.0/1000.0] [batch_t 0.221 (0.298)] [data_t 0.008] [optim_t 0.213] [lr 0.002857] [CE 4.984 (4.617)] [KD 5.036 (4.879)] 2024-10-12 08:25:30,063 - Train: 14.10% [176450/1251000] [141.0/1000.0] [batch_t 0.232 (0.226)] [data_t 0.008] [optim_t 0.224] [lr 0.002857] [CE 4.564 (4.543)] [KD 4.914 (4.916)] 2024-10-12 08:25:42,300 - Train: 14.11% [176500/1251000] [141.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.002857] [CE 4.787 (4.516)] [KD 4.856 (4.878)] 2024-10-12 08:25:53,870 - Train: 14.11% [176550/1251000] [141.1/1000.0] [batch_t 0.221 (0.231)] [data_t 0.008] [optim_t 0.213] [lr 0.002856] [CE 4.379 (4.574)] [KD 5.015 (4.970)] 2024-10-12 08:26:05,505 - Train: 14.12% [176600/1251000] [141.2/1000.0] [batch_t 0.224 (0.233)] [data_t 0.008] [optim_t 0.216] [lr 0.002856] [CE 4.426 (4.599)] [KD 5.128 (5.013)] 2024-10-12 08:26:16,934 - Train: 14.12% [176650/1251000] [141.2/1000.0] [batch_t 0.226 (0.228)] [data_t 0.008] [optim_t 0.217] [lr 0.002856] [CE 4.842 (4.555)] [KD 5.142 (4.933)] 2024-10-12 08:26:28,811 - Train: 14.12% [176700/1251000] [141.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002856] [CE 5.052 (4.585)] [KD 5.251 (4.952)] 2024-10-12 08:26:40,353 - Train: 14.13% [176750/1251000] [141.3/1000.0] [batch_t 0.210 (0.231)] [data_t 0.009] [optim_t 0.201] [lr 0.002856] [CE 4.140 (4.570)] [KD 4.735 (4.908)] 2024-10-12 08:26:51,800 - Train: 14.13% [176800/1251000] [141.3/1000.0] [batch_t 0.227 (0.229)] [data_t 0.008] [optim_t 0.219] [lr 0.002856] [CE 4.181 (4.556)] [KD 4.490 (4.902)] 2024-10-12 08:27:03,119 - Train: 14.14% [176850/1251000] [141.4/1000.0] [batch_t 0.226 (0.226)] [data_t 0.010] [optim_t 0.216] [lr 0.002856] [CE 4.650 (4.521)] [KD 5.040 (5.009)] 2024-10-12 08:27:15,283 - Train: 14.14% [176900/1251000] [141.4/1000.0] [batch_t 0.247 (0.243)] [data_t 0.008] [optim_t 0.238] [lr 0.002856] [CE 5.053 (4.548)] [KD 5.196 (5.024)] 2024-10-12 08:27:26,981 - Train: 14.14% [176950/1251000] [141.4/1000.0] [batch_t 0.225 (0.234)] [data_t 0.010] [optim_t 0.215] [lr 0.002856] [CE 4.805 (4.502)] [KD 5.067 (4.855)] 2024-10-12 08:27:38,706 - Train: 14.15% [177000/1251000] [141.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.007] [optim_t 0.228] [lr 0.002856] [CE 4.652 (4.511)] [KD 5.010 (4.881)] 2024-10-12 08:27:50,137 - Train: 14.15% [177050/1251000] [141.5/1000.0] [batch_t 0.231 (0.228)] [data_t 0.009] [optim_t 0.223] [lr 0.002856] [CE 4.789 (4.573)] [KD 4.978 (5.008)] 2024-10-12 08:28:02,178 - Train: 14.16% [177100/1251000] [141.6/1000.0] [batch_t 0.244 (0.241)] [data_t 0.006] [optim_t 0.237] [lr 0.002856] [CE 4.562 (4.500)] [KD 4.986 (4.900)] 2024-10-12 08:28:13,813 - Train: 14.16% [177150/1251000] [141.6/1000.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.002855] [CE 4.330 (4.513)] [KD 4.896 (4.919)] 2024-10-12 08:28:25,366 - Train: 14.16% [177200/1251000] [141.6/1000.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.002855] [CE 4.680 (4.593)] [KD 5.009 (4.990)] 2024-10-12 08:28:37,149 - Train: 14.17% [177250/1251000] [141.7/1000.0] [batch_t 0.219 (0.236)] [data_t 0.008] [optim_t 0.211] [lr 0.002855] [CE 3.860 (4.522)] [KD 4.684 (4.887)] 2024-10-12 08:28:48,870 - Train: 14.17% [177300/1251000] [141.7/1000.0] [batch_t 0.219 (0.234)] [data_t 0.009] [optim_t 0.210] [lr 0.002855] [CE 4.369 (4.501)] [KD 5.143 (4.876)] 2024-10-12 08:29:00,486 - Train: 14.18% [177350/1251000] [141.8/1000.0] [batch_t 0.229 (0.232)] [data_t 0.006] [optim_t 0.223] [lr 0.002855] [CE 4.263 (4.564)] [KD 5.046 (4.979)] 2024-10-12 08:29:12,225 - Train: 14.18% [177400/1251000] [141.8/1000.0] [batch_t 0.210 (0.235)] [data_t 0.008] [optim_t 0.202] [lr 0.002855] [CE 4.465 (4.512)] [KD 4.875 (4.922)] 2024-10-12 08:29:23,600 - Train: 14.18% [177450/1251000] [141.8/1000.0] [batch_t 0.230 (0.227)] [data_t 0.010] [optim_t 0.221] [lr 0.002855] [CE 4.467 (4.556)] [KD 4.818 (4.855)] 2024-10-12 08:29:35,277 - Train: 14.19% [177500/1251000] [141.9/1000.0] [batch_t 0.242 (0.233)] [data_t 0.008] [optim_t 0.234] [lr 0.002855] [CE 4.679 (4.588)] [KD 4.902 (4.980)] 2024-10-12 08:29:46,688 - Train: 14.19% [177550/1251000] [141.9/1000.0] [batch_t 0.211 (0.228)] [data_t 0.010] [optim_t 0.201] [lr 0.002855] [CE 4.409 (4.565)] [KD 5.055 (4.973)] 2024-10-12 08:29:58,452 - Train: 14.20% [177600/1251000] [142.0/1000.0] [batch_t 0.221 (0.235)] [data_t 0.008] [optim_t 0.213] [lr 0.002855] [CE 4.591 (4.559)] [KD 4.917 (4.990)] 2024-10-12 08:30:08,033 - ==> Total time: 11:52:00 Eta: 2 days, 23:42:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:30:13,360 - Train: 14.20% [177650/1251000] [142.0/1000.0] [batch_t 0.224 (0.311)] [data_t 0.008] [optim_t 0.217] [lr 0.002855] [CE 4.674 (4.571)] [KD 4.799 (4.834)] 2024-10-12 08:30:25,036 - Train: 14.20% [177700/1251000] [142.0/1000.0] [batch_t 0.229 (0.233)] [data_t 0.008] [optim_t 0.221] [lr 0.002855] [CE 4.623 (4.546)] [KD 4.920 (4.845)] 2024-10-12 08:30:36,654 - Train: 14.21% [177750/1251000] [142.1/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002854] [CE 4.762 (4.492)] [KD 4.834 (4.873)] 2024-10-12 08:30:48,078 - Train: 14.21% [177800/1251000] [142.1/1000.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.217] [lr 0.002854] [CE 4.499 (4.548)] [KD 4.979 (4.889)] 2024-10-12 08:30:59,308 - Train: 14.22% [177850/1251000] [142.2/1000.0] [batch_t 0.220 (0.224)] [data_t 0.010] [optim_t 0.210] [lr 0.002854] [CE 4.749 (4.536)] [KD 4.867 (4.869)] 2024-10-12 08:31:10,663 - Train: 14.22% [177900/1251000] [142.2/1000.0] [batch_t 0.214 (0.227)] [data_t 0.008] [optim_t 0.206] [lr 0.002854] [CE 4.591 (4.495)] [KD 4.893 (4.841)] 2024-10-12 08:31:22,395 - Train: 14.22% [177950/1251000] [142.2/1000.0] [batch_t 0.216 (0.234)] [data_t 0.009] [optim_t 0.207] [lr 0.002854] [CE 4.889 (4.564)] [KD 4.926 (4.951)] 2024-10-12 08:31:34,110 - Train: 14.23% [178000/1251000] [142.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.008] [optim_t 0.226] [lr 0.002854] [CE 4.651 (4.529)] [KD 4.754 (4.783)] 2024-10-12 08:31:45,367 - Train: 14.23% [178050/1251000] [142.3/1000.0] [batch_t 0.224 (0.225)] [data_t 0.009] [optim_t 0.215] [lr 0.002854] [CE 4.672 (4.595)] [KD 4.909 (4.904)] 2024-10-12 08:31:56,877 - Train: 14.24% [178100/1251000] [142.4/1000.0] [batch_t 0.213 (0.230)] [data_t 0.008] [optim_t 0.206] [lr 0.002854] [CE 4.614 (4.583)] [KD 4.956 (4.979)] 2024-10-12 08:32:07,923 - Train: 14.24% [178150/1251000] [142.4/1000.0] [batch_t 0.214 (0.221)] [data_t 0.007] [optim_t 0.208] [lr 0.002854] [CE 5.269 (4.532)] [KD 5.113 (4.870)] 2024-10-12 08:32:19,561 - Train: 14.24% [178200/1251000] [142.4/1000.0] [batch_t 0.251 (0.233)] [data_t 0.006] [optim_t 0.245] [lr 0.002854] [CE 4.429 (4.560)] [KD 4.707 (4.923)] 2024-10-12 08:32:31,279 - Train: 14.25% [178250/1251000] [142.5/1000.0] [batch_t 0.224 (0.234)] [data_t 0.008] [optim_t 0.216] [lr 0.002854] [CE 4.564 (4.576)] [KD 4.828 (4.911)] 2024-10-12 08:32:42,908 - Train: 14.25% [178300/1251000] [142.5/1000.0] [batch_t 0.215 (0.232)] [data_t 0.010] [optim_t 0.205] [lr 0.002854] [CE 4.666 (4.581)] [KD 5.053 (4.862)] 2024-10-12 08:32:54,202 - Train: 14.26% [178350/1251000] [142.6/1000.0] [batch_t 0.217 (0.226)] [data_t 0.009] [optim_t 0.209] [lr 0.002854] [CE 4.400 (4.491)] [KD 4.526 (4.931)] 2024-10-12 08:33:05,956 - Train: 14.26% [178400/1251000] [142.6/1000.0] [batch_t 0.215 (0.235)] [data_t 0.010] [optim_t 0.205] [lr 0.002853] [CE 4.875 (4.531)] [KD 5.109 (4.955)] 2024-10-12 08:33:17,343 - Train: 14.26% [178450/1251000] [142.6/1000.0] [batch_t 0.232 (0.228)] [data_t 0.006] [optim_t 0.226] [lr 0.002853] [CE 4.395 (4.572)] [KD 4.782 (5.031)] 2024-10-12 08:33:28,618 - Train: 14.27% [178500/1251000] [142.7/1000.0] [batch_t 0.211 (0.225)] [data_t 0.009] [optim_t 0.202] [lr 0.002853] [CE 4.492 (4.502)] [KD 4.670 (4.928)] 2024-10-12 08:33:40,088 - Train: 14.27% [178550/1251000] [142.7/1000.0] [batch_t 0.218 (0.229)] [data_t 0.010] [optim_t 0.209] [lr 0.002853] [CE 4.804 (4.602)] [KD 4.848 (4.966)] 2024-10-12 08:33:51,609 - Train: 14.28% [178600/1251000] [142.8/1000.0] [batch_t 0.210 (0.230)] [data_t 0.008] [optim_t 0.202] [lr 0.002853] [CE 4.390 (4.563)] [KD 4.967 (4.967)] 2024-10-12 08:34:03,093 - Train: 14.28% [178650/1251000] [142.8/1000.0] [batch_t 0.223 (0.230)] [data_t 0.008] [optim_t 0.215] [lr 0.002853] [CE 4.586 (4.596)] [KD 5.031 (4.914)] 2024-10-12 08:34:15,120 - Train: 14.28% [178700/1251000] [142.8/1000.0] [batch_t 0.219 (0.240)] [data_t 0.010] [optim_t 0.209] [lr 0.002853] [CE 4.148 (4.493)] [KD 4.807 (4.908)] 2024-10-12 08:34:26,340 - Train: 14.29% [178750/1251000] [142.9/1000.0] [batch_t 0.220 (0.224)] [data_t 0.009] [optim_t 0.211] [lr 0.002853] [CE 4.837 (4.593)] [KD 4.991 (4.989)] 2024-10-12 08:34:38,020 - Train: 14.29% [178800/1251000] [142.9/1000.0] [batch_t 0.227 (0.233)] [data_t 0.008] [optim_t 0.219] [lr 0.002853] [CE 4.472 (4.535)] [KD 4.841 (4.896)] 2024-10-12 08:34:49,714 - Train: 14.30% [178850/1251000] [143.0/1000.0] [batch_t 0.216 (0.234)] [data_t 0.008] [optim_t 0.207] [lr 0.002853] [CE 4.873 (4.509)] [KD 5.171 (4.884)] 2024-10-12 08:34:59,171 - ==> Total time: 11:56:51 Eta: 2 days, 23:36:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:35:04,085 - Train: 14.30% [178900/1251000] [143.0/1000.0] [batch_t 0.225 (0.347)] [data_t 0.009] [optim_t 0.215] [lr 0.002853] [CE 5.199 (4.338)] [KD 4.793 (4.664)] 2024-10-12 08:35:16,083 - Train: 14.30% [178950/1251000] [143.0/1000.0] [batch_t 0.469 (0.240)] [data_t 0.011] [optim_t 0.458] [lr 0.002853] [CE 4.493 (4.617)] [KD 4.889 (4.926)] 2024-10-12 08:35:27,526 - Train: 14.31% [179000/1251000] [143.1/1000.0] [batch_t 0.226 (0.229)] [data_t 0.009] [optim_t 0.217] [lr 0.002852] [CE 5.035 (4.611)] [KD 5.474 (4.938)] 2024-10-12 08:35:39,288 - Train: 14.31% [179050/1251000] [143.1/1000.0] [batch_t 0.222 (0.235)] [data_t 0.008] [optim_t 0.214] [lr 0.002852] [CE 4.466 (4.537)] [KD 4.717 (4.952)] 2024-10-12 08:35:50,728 - Train: 14.32% [179100/1251000] [143.2/1000.0] [batch_t 0.220 (0.229)] [data_t 0.010] [optim_t 0.210] [lr 0.002852] [CE 4.135 (4.586)] [KD 4.732 (4.859)] 2024-10-12 08:36:02,474 - Train: 14.32% [179150/1251000] [143.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002852] [CE 4.632 (4.525)] [KD 4.974 (4.918)] 2024-10-12 08:36:14,122 - Train: 14.32% [179200/1251000] [143.2/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.002852] [CE 4.367 (4.553)] [KD 4.679 (4.882)] 2024-10-12 08:36:25,839 - Train: 14.33% [179250/1251000] [143.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.006] [optim_t 0.227] [lr 0.002852] [CE 4.298 (4.541)] [KD 4.806 (4.862)] 2024-10-12 08:36:37,421 - Train: 14.33% [179300/1251000] [143.3/1000.0] [batch_t 0.224 (0.232)] [data_t 0.010] [optim_t 0.214] [lr 0.002852] [CE 4.579 (4.448)] [KD 4.909 (4.849)] 2024-10-12 08:36:49,270 - Train: 14.34% [179350/1251000] [143.4/1000.0] [batch_t 0.214 (0.237)] [data_t 0.009] [optim_t 0.205] [lr 0.002852] [CE 4.514 (4.571)] [KD 4.811 (4.857)] 2024-10-12 08:37:00,600 - Train: 14.34% [179400/1251000] [143.4/1000.0] [batch_t 0.239 (0.226)] [data_t 0.010] [optim_t 0.229] [lr 0.002852] [CE 4.392 (4.454)] [KD 4.806 (4.874)] 2024-10-12 08:37:12,406 - Train: 14.34% [179450/1251000] [143.4/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.002852] [CE 4.684 (4.565)] [KD 4.989 (4.928)] 2024-10-12 08:37:23,951 - Train: 14.35% [179500/1251000] [143.5/1000.0] [batch_t 0.218 (0.231)] [data_t 0.007] [optim_t 0.212] [lr 0.002852] [CE 4.030 (4.474)] [KD 4.635 (4.926)] 2024-10-12 08:37:35,821 - Train: 14.35% [179550/1251000] [143.5/1000.0] [batch_t 0.239 (0.237)] [data_t 0.010] [optim_t 0.230] [lr 0.002852] [CE 4.198 (4.527)] [KD 4.507 (4.880)] 2024-10-12 08:37:47,248 - Train: 14.36% [179600/1251000] [143.6/1000.0] [batch_t 0.214 (0.228)] [data_t 0.007] [optim_t 0.207] [lr 0.002852] [CE 4.862 (4.529)] [KD 5.070 (4.978)] 2024-10-12 08:37:58,725 - Train: 14.36% [179650/1251000] [143.6/1000.0] [batch_t 0.210 (0.229)] [data_t 0.008] [optim_t 0.201] [lr 0.002851] [CE 4.340 (4.565)] [KD 4.814 (5.008)] 2024-10-12 08:38:10,338 - Train: 14.36% [179700/1251000] [143.6/1000.0] [batch_t 0.225 (0.232)] [data_t 0.008] [optim_t 0.217] [lr 0.002851] [CE 4.346 (4.560)] [KD 4.797 (4.934)] 2024-10-12 08:38:21,965 - Train: 14.37% [179750/1251000] [143.7/1000.0] [batch_t 0.217 (0.232)] [data_t 0.008] [optim_t 0.209] [lr 0.002851] [CE 4.802 (4.539)] [KD 5.020 (4.950)] 2024-10-12 08:38:33,129 - Train: 14.37% [179800/1251000] [143.7/1000.0] [batch_t 0.218 (0.223)] [data_t 0.007] [optim_t 0.211] [lr 0.002851] [CE 4.276 (4.473)] [KD 4.698 (4.881)] 2024-10-12 08:38:45,037 - Train: 14.38% [179850/1251000] [143.8/1000.0] [batch_t 0.223 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.002851] [CE 4.613 (4.611)] [KD 4.720 (4.863)] 2024-10-12 08:38:56,362 - Train: 14.38% [179900/1251000] [143.8/1000.0] [batch_t 0.220 (0.226)] [data_t 0.008] [optim_t 0.212] [lr 0.002851] [CE 4.209 (4.621)] [KD 4.790 (4.957)] 2024-10-12 08:39:07,874 - Train: 14.38% [179950/1251000] [143.8/1000.0] [batch_t 0.234 (0.230)] [data_t 0.008] [optim_t 0.226] [lr 0.002851] [CE 4.642 (4.605)] [KD 4.888 (5.065)] 2024-10-12 08:39:19,668 - Train: 14.39% [180000/1251000] [143.9/1000.0] [batch_t 0.232 (0.236)] [data_t 0.010] [optim_t 0.222] [lr 0.002851] [CE 4.708 (4.555)] [KD 4.921 (5.011)] 2024-10-12 08:39:31,113 - Train: 14.39% [180050/1251000] [143.9/1000.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.220] [lr 0.002851] [CE 4.694 (4.511)] [KD 5.356 (4.870)] 2024-10-12 08:39:42,157 - Train: 14.40% [180100/1251000] [144.0/1000.0] [batch_t 0.232 (0.221)] [data_t 0.009] [optim_t 0.223] [lr 0.002851] [CE 4.608 (4.431)] [KD 4.844 (4.807)] 2024-10-12 08:39:51,975 - ==> Total time: 12:01:44 Eta: 2 days, 23:30:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:39:56,865 - Train: 14.40% [180150/1251000] [144.0/1000.0] [batch_t 0.225 (0.377)] [data_t 0.009] [optim_t 0.216] [lr 0.002851] [CE 4.572 (4.268)] [KD 4.910 (4.709)] 2024-10-12 08:40:08,656 - Train: 14.40% [180200/1251000] [144.0/1000.0] [batch_t 0.239 (0.236)] [data_t 0.010] [optim_t 0.229] [lr 0.002851] [CE 4.704 (4.576)] [KD 5.008 (4.870)] 2024-10-12 08:40:20,489 - Train: 14.41% [180250/1251000] [144.1/1000.0] [batch_t 0.223 (0.237)] [data_t 0.010] [optim_t 0.213] [lr 0.002850] [CE 4.692 (4.567)] [KD 4.713 (4.966)] 2024-10-12 08:40:32,236 - Train: 14.41% [180300/1251000] [144.1/1000.0] [batch_t 0.376 (0.235)] [data_t 0.009] [optim_t 0.367] [lr 0.002850] [CE 4.621 (4.562)] [KD 4.922 (4.959)] 2024-10-12 08:40:43,590 - Train: 14.42% [180350/1251000] [144.2/1000.0] [batch_t 0.219 (0.227)] [data_t 0.008] [optim_t 0.211] [lr 0.002850] [CE 4.163 (4.503)] [KD 4.944 (4.840)] 2024-10-12 08:40:54,923 - Train: 14.42% [180400/1251000] [144.2/1000.0] [batch_t 0.222 (0.227)] [data_t 0.010] [optim_t 0.212] [lr 0.002850] [CE 4.785 (4.553)] [KD 5.142 (4.885)] 2024-10-12 08:41:06,494 - Train: 14.42% [180450/1251000] [144.2/1000.0] [batch_t 0.234 (0.231)] [data_t 0.010] [optim_t 0.224] [lr 0.002850] [CE 4.435 (4.532)] [KD 5.039 (4.865)] 2024-10-12 08:41:17,759 - Train: 14.43% [180500/1251000] [144.3/1000.0] [batch_t 0.214 (0.225)] [data_t 0.009] [optim_t 0.205] [lr 0.002850] [CE 4.885 (4.556)] [KD 5.075 (4.897)] 2024-10-12 08:41:29,668 - Train: 14.43% [180550/1251000] [144.3/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.002850] [CE 4.925 (4.581)] [KD 4.922 (4.891)] 2024-10-12 08:41:41,250 - Train: 14.44% [180600/1251000] [144.4/1000.0] [batch_t 0.217 (0.231)] [data_t 0.009] [optim_t 0.208] [lr 0.002850] [CE 4.654 (4.652)] [KD 4.962 (4.983)] 2024-10-12 08:41:52,786 - Train: 14.44% [180650/1251000] [144.4/1000.0] [batch_t 0.219 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.002850] [CE 4.462 (4.509)] [KD 4.993 (4.979)] 2024-10-12 08:42:04,210 - Train: 14.44% [180700/1251000] [144.4/1000.0] [batch_t 0.228 (0.228)] [data_t 0.007] [optim_t 0.221] [lr 0.002850] [CE 4.204 (4.531)] [KD 4.752 (4.981)] 2024-10-12 08:42:16,190 - Train: 14.45% [180750/1251000] [144.5/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.220] [lr 0.002850] [CE 4.518 (4.495)] [KD 4.938 (4.859)] 2024-10-12 08:42:27,892 - Train: 14.45% [180800/1251000] [144.5/1000.0] [batch_t 0.237 (0.234)] [data_t 0.007] [optim_t 0.229] [lr 0.002850] [CE 4.403 (4.500)] [KD 4.866 (4.924)] 2024-10-12 08:42:39,767 - Train: 14.46% [180850/1251000] [144.6/1000.0] [batch_t 0.224 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.002849] [CE 4.469 (4.469)] [KD 5.025 (4.943)] 2024-10-12 08:42:51,437 - Train: 14.46% [180900/1251000] [144.6/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.223] [lr 0.002849] [CE 4.113 (4.473)] [KD 4.674 (4.944)] 2024-10-12 08:43:03,214 - Train: 14.46% [180950/1251000] [144.6/1000.0] [batch_t 0.236 (0.235)] [data_t 0.007] [optim_t 0.229] [lr 0.002849] [CE 5.087 (4.518)] [KD 5.426 (4.823)] 2024-10-12 08:43:14,716 - Train: 14.47% [181000/1251000] [144.7/1000.0] [batch_t 0.218 (0.230)] [data_t 0.006] [optim_t 0.212] [lr 0.002849] [CE 4.826 (4.539)] [KD 5.153 (4.878)] 2024-10-12 08:43:26,333 - Train: 14.47% [181050/1251000] [144.7/1000.0] [batch_t 0.222 (0.232)] [data_t 0.007] [optim_t 0.214] [lr 0.002849] [CE 4.530 (4.590)] [KD 4.847 (4.941)] 2024-10-12 08:43:37,812 - Train: 14.48% [181100/1251000] [144.8/1000.0] [batch_t 0.218 (0.229)] [data_t 0.007] [optim_t 0.211] [lr 0.002849] [CE 3.904 (4.546)] [KD 4.788 (4.888)] 2024-10-12 08:43:49,874 - Train: 14.48% [181150/1251000] [144.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.002849] [CE 4.356 (4.585)] [KD 4.837 (5.029)] 2024-10-12 08:44:01,669 - Train: 14.48% [181200/1251000] [144.8/1000.0] [batch_t 0.226 (0.236)] [data_t 0.008] [optim_t 0.218] [lr 0.002849] [CE 4.106 (4.599)] [KD 4.724 (4.925)] 2024-10-12 08:44:13,228 - Train: 14.49% [181250/1251000] [144.9/1000.0] [batch_t 0.230 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.002849] [CE 4.466 (4.574)] [KD 4.957 (4.983)] 2024-10-12 08:44:24,790 - Train: 14.49% [181300/1251000] [144.9/1000.0] [batch_t 0.225 (0.231)] [data_t 0.008] [optim_t 0.217] [lr 0.002849] [CE 4.723 (4.502)] [KD 5.035 (4.960)] 2024-10-12 08:44:36,327 - Train: 14.50% [181350/1251000] [145.0/1000.0] [batch_t 0.216 (0.231)] [data_t 0.006] [optim_t 0.210] [lr 0.002849] [CE 4.732 (4.579)] [KD 5.217 (5.002)] 2024-10-12 08:44:54,609 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.153)] [top1_cnt 34737] [top5_cnt 44628] [top_all 50000] 2024-10-12 08:44:54,610 - net: 69.474 (89.256) 2024-10-12 08:45:03,066 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.152)] [top1_cnt 37545] [top5_cnt 46200] [top_all 50000] 2024-10-12 08:45:03,067 - net_E: 75.090 (92.400) 2024-10-12 08:45:03,284 - Max [top1: 69.474 (epoch: 145)] [top1-ema: 75.090 (epoch: 145)] 2024-10-12 08:45:03,285 - ==> Total time: 12:06:56 Eta: 2 days, 23:26:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:45:23,712 - Train: 14.50% [181400/1251000] [145.0/1000.0] [batch_t 0.227 (0.385)] [data_t 0.007] [optim_t 0.220] [lr 0.002849] [CE 4.799 (4.643)] [KD 4.879 (4.965)] 2024-10-12 08:45:35,662 - Train: 14.50% [181450/1251000] [145.0/1000.0] [batch_t 0.225 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.002848] [CE 4.422 (4.554)] [KD 4.788 (4.899)] 2024-10-12 08:45:47,450 - Train: 14.51% [181500/1251000] [145.1/1000.0] [batch_t 0.214 (0.236)] [data_t 0.007] [optim_t 0.207] [lr 0.002848] [CE 4.368 (4.553)] [KD 4.932 (4.940)] 2024-10-12 08:45:58,829 - Train: 14.51% [181550/1251000] [145.1/1000.0] [batch_t 0.230 (0.227)] [data_t 0.009] [optim_t 0.220] [lr 0.002848] [CE 3.884 (4.527)] [KD 4.720 (4.905)] 2024-10-12 08:46:10,633 - Train: 14.52% [181600/1251000] [145.2/1000.0] [batch_t 0.226 (0.236)] [data_t 0.007] [optim_t 0.219] [lr 0.002848] [CE 3.983 (4.538)] [KD 4.694 (4.987)] 2024-10-12 08:46:22,293 - Train: 14.52% [181650/1251000] [145.2/1000.0] [batch_t 0.406 (0.233)] [data_t 0.007] [optim_t 0.399] [lr 0.002848] [CE 4.715 (4.585)] [KD 4.965 (4.912)] 2024-10-12 08:46:33,729 - Train: 14.52% [181700/1251000] [145.2/1000.0] [batch_t 0.226 (0.229)] [data_t 0.008] [optim_t 0.218] [lr 0.002848] [CE 4.039 (4.543)] [KD 4.499 (4.893)] 2024-10-12 08:46:45,402 - Train: 14.53% [181750/1251000] [145.3/1000.0] [batch_t 0.214 (0.233)] [data_t 0.008] [optim_t 0.206] [lr 0.002848] [CE 4.401 (4.506)] [KD 4.733 (4.869)] 2024-10-12 08:46:56,970 - Train: 14.53% [181800/1251000] [145.3/1000.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.002848] [CE 4.723 (4.564)] [KD 4.935 (4.867)] 2024-10-12 08:47:08,425 - Train: 14.54% [181850/1251000] [145.4/1000.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002848] [CE 4.679 (4.545)] [KD 4.910 (4.938)] 2024-10-12 08:47:20,118 - Train: 14.54% [181900/1251000] [145.4/1000.0] [batch_t 0.221 (0.234)] [data_t 0.008] [optim_t 0.214] [lr 0.002848] [CE 3.974 (4.625)] [KD 4.619 (4.996)] 2024-10-12 08:47:31,488 - Train: 14.54% [181950/1251000] [145.4/1000.0] [batch_t 0.227 (0.227)] [data_t 0.007] [optim_t 0.220] [lr 0.002848] [CE 4.509 (4.554)] [KD 5.163 (4.990)] 2024-10-12 08:47:42,879 - Train: 14.55% [182000/1251000] [145.5/1000.0] [batch_t 0.216 (0.228)] [data_t 0.008] [optim_t 0.208] [lr 0.002848] [CE 5.125 (4.534)] [KD 5.343 (4.986)] 2024-10-12 08:47:54,433 - Train: 14.55% [182050/1251000] [145.5/1000.0] [batch_t 0.216 (0.231)] [data_t 0.010] [optim_t 0.207] [lr 0.002847] [CE 4.236 (4.595)] [KD 4.550 (4.942)] 2024-10-12 08:48:05,480 - Train: 14.56% [182100/1251000] [145.6/1000.0] [batch_t 0.222 (0.221)] [data_t 0.009] [optim_t 0.213] [lr 0.002847] [CE 4.356 (4.541)] [KD 5.032 (4.902)] 2024-10-12 08:48:17,176 - Train: 14.56% [182150/1251000] [145.6/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002847] [CE 4.326 (4.521)] [KD 4.721 (4.881)] 2024-10-12 08:48:28,857 - Train: 14.56% [182200/1251000] [145.6/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.002847] [CE 4.289 (4.542)] [KD 4.481 (4.910)] 2024-10-12 08:48:40,472 - Train: 14.57% [182250/1251000] [145.7/1000.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002847] [CE 4.252 (4.496)] [KD 4.794 (4.889)] 2024-10-12 08:48:51,768 - Train: 14.57% [182300/1251000] [145.7/1000.0] [batch_t 0.222 (0.226)] [data_t 0.007] [optim_t 0.215] [lr 0.002847] [CE 4.635 (4.648)] [KD 4.973 (4.942)] 2024-10-12 08:49:03,733 - Train: 14.58% [182350/1251000] [145.8/1000.0] [batch_t 0.229 (0.239)] [data_t 0.008] [optim_t 0.221] [lr 0.002847] [CE 4.085 (4.478)] [KD 4.874 (4.940)] 2024-10-12 08:49:15,173 - Train: 14.58% [182400/1251000] [145.8/1000.0] [batch_t 0.226 (0.229)] [data_t 0.007] [optim_t 0.220] [lr 0.002847] [CE 4.977 (4.545)] [KD 4.981 (4.937)] 2024-10-12 08:49:27,176 - Train: 14.58% [182450/1251000] [145.8/1000.0] [batch_t 0.250 (0.240)] [data_t 0.007] [optim_t 0.244] [lr 0.002847] [CE 4.229 (4.491)] [KD 4.837 (4.829)] 2024-10-12 08:49:39,047 - Train: 14.59% [182500/1251000] [145.9/1000.0] [batch_t 0.227 (0.237)] [data_t 0.008] [optim_t 0.219] [lr 0.002847] [CE 4.872 (4.590)] [KD 5.052 (4.870)] 2024-10-12 08:49:50,944 - Train: 14.59% [182550/1251000] [145.9/1000.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.002847] [CE 4.339 (4.561)] [KD 4.761 (4.915)] 2024-10-12 08:50:02,518 - Train: 14.60% [182600/1251000] [146.0/1000.0] [batch_t 0.228 (0.231)] [data_t 0.010] [optim_t 0.218] [lr 0.002847] [CE 4.308 (4.556)] [KD 4.794 (4.896)] 2024-10-12 08:50:13,442 - ==> Total time: 12:12:06 Eta: 2 days, 23:22:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:50:17,757 - Train: 14.60% [182650/1251000] [146.0/1000.0] [batch_t 0.228 (0.388)] [data_t 0.009] [optim_t 0.220] [lr 0.002847] [CE 4.720 (4.603)] [KD 4.962 (4.816)] 2024-10-12 08:50:29,212 - Train: 14.60% [182700/1251000] [146.0/1000.0] [batch_t 0.234 (0.229)] [data_t 0.010] [optim_t 0.224] [lr 0.002846] [CE 4.380 (4.546)] [KD 4.556 (4.841)] 2024-10-12 08:50:41,451 - Train: 14.61% [182750/1251000] [146.1/1000.0] [batch_t 0.469 (0.245)] [data_t 0.009] [optim_t 0.460] [lr 0.002846] [CE 4.698 (4.579)] [KD 5.331 (5.014)] 2024-10-12 08:50:52,783 - Train: 14.61% [182800/1251000] [146.1/1000.0] [batch_t 0.223 (0.226)] [data_t 0.010] [optim_t 0.214] [lr 0.002846] [CE 4.756 (4.569)] [KD 4.854 (4.956)] 2024-10-12 08:51:04,786 - Train: 14.62% [182850/1251000] [146.2/1000.0] [batch_t 0.220 (0.240)] [data_t 0.006] [optim_t 0.214] [lr 0.002846] [CE 4.460 (4.527)] [KD 4.830 (4.866)] 2024-10-12 08:51:16,573 - Train: 14.62% [182900/1251000] [146.2/1000.0] [batch_t 0.214 (0.236)] [data_t 0.007] [optim_t 0.207] [lr 0.002846] [CE 4.659 (4.539)] [KD 5.176 (4.893)] 2024-10-12 08:51:28,439 - Train: 14.62% [182950/1251000] [146.2/1000.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.002846] [CE 5.206 (4.500)] [KD 5.149 (4.871)] 2024-10-12 08:51:39,898 - Train: 14.63% [183000/1251000] [146.3/1000.0] [batch_t 0.224 (0.229)] [data_t 0.010] [optim_t 0.213] [lr 0.002846] [CE 3.642 (4.590)] [KD 4.486 (4.945)] 2024-10-12 08:51:52,269 - Train: 14.63% [183050/1251000] [146.3/1000.0] [batch_t 0.441 (0.247)] [data_t 0.006] [optim_t 0.435] [lr 0.002846] [CE 4.410 (4.515)] [KD 4.722 (4.859)] 2024-10-12 08:52:03,613 - Train: 14.64% [183100/1251000] [146.4/1000.0] [batch_t 0.222 (0.227)] [data_t 0.007] [optim_t 0.215] [lr 0.002846] [CE 4.045 (4.542)] [KD 4.731 (4.915)] 2024-10-12 08:52:15,478 - Train: 14.64% [183150/1251000] [146.4/1000.0] [batch_t 0.231 (0.237)] [data_t 0.008] [optim_t 0.223] [lr 0.002846] [CE 4.202 (4.495)] [KD 4.685 (4.870)] 2024-10-12 08:52:27,084 - Train: 14.64% [183200/1251000] [146.4/1000.0] [batch_t 0.229 (0.232)] [data_t 0.008] [optim_t 0.220] [lr 0.002846] [CE 4.519 (4.550)] [KD 4.737 (4.828)] 2024-10-12 08:52:38,913 - Train: 14.65% [183250/1251000] [146.5/1000.0] [batch_t 0.218 (0.236)] [data_t 0.006] [optim_t 0.211] [lr 0.002846] [CE 4.681 (4.537)] [KD 4.937 (4.955)] 2024-10-12 08:52:50,303 - Train: 14.65% [183300/1251000] [146.5/1000.0] [batch_t 0.222 (0.228)] [data_t 0.007] [optim_t 0.215] [lr 0.002845] [CE 4.658 (4.494)] [KD 4.961 (4.992)] 2024-10-12 08:53:02,508 - Train: 14.66% [183350/1251000] [146.6/1000.0] [batch_t 0.222 (0.244)] [data_t 0.007] [optim_t 0.215] [lr 0.002845] [CE 4.015 (4.581)] [KD 4.804 (4.927)] 2024-10-12 08:53:14,088 - Train: 14.66% [183400/1251000] [146.6/1000.0] [batch_t 0.215 (0.231)] [data_t 0.007] [optim_t 0.208] [lr 0.002845] [CE 4.333 (4.528)] [KD 5.024 (4.848)] 2024-10-12 08:53:26,154 - Train: 14.66% [183450/1251000] [146.6/1000.0] [batch_t 0.219 (0.241)] [data_t 0.006] [optim_t 0.213] [lr 0.002845] [CE 5.099 (4.608)] [KD 5.229 (4.979)] 2024-10-12 08:53:37,777 - Train: 14.67% [183500/1251000] [146.7/1000.0] [batch_t 0.245 (0.232)] [data_t 0.010] [optim_t 0.235] [lr 0.002845] [CE 4.337 (4.586)] [KD 5.194 (5.015)] 2024-10-12 08:53:49,463 - Train: 14.67% [183550/1251000] [146.7/1000.0] [batch_t 0.221 (0.234)] [data_t 0.010] [optim_t 0.211] [lr 0.002845] [CE 4.119 (4.488)] [KD 4.683 (4.884)] 2024-10-12 08:54:01,004 - Train: 14.68% [183600/1251000] [146.8/1000.0] [batch_t 0.229 (0.231)] [data_t 0.009] [optim_t 0.220] [lr 0.002845] [CE 4.955 (4.571)] [KD 5.007 (4.960)] 2024-10-12 08:54:13,274 - Train: 14.68% [183650/1251000] [146.8/1000.0] [batch_t 0.219 (0.245)] [data_t 0.008] [optim_t 0.211] [lr 0.002845] [CE 4.799 (4.555)] [KD 4.977 (4.865)] 2024-10-12 08:54:25,020 - Train: 14.68% [183700/1251000] [146.8/1000.0] [batch_t 0.226 (0.235)] [data_t 0.010] [optim_t 0.216] [lr 0.002845] [CE 4.141 (4.565)] [KD 5.022 (4.934)] 2024-10-12 08:54:36,523 - Train: 14.69% [183750/1251000] [146.9/1000.0] [batch_t 0.217 (0.230)] [data_t 0.008] [optim_t 0.209] [lr 0.002845] [CE 4.513 (4.500)] [KD 5.059 (4.930)] 2024-10-12 08:54:47,988 - Train: 14.69% [183800/1251000] [146.9/1000.0] [batch_t 0.218 (0.229)] [data_t 0.010] [optim_t 0.208] [lr 0.002845] [CE 4.442 (4.497)] [KD 4.751 (4.982)] 2024-10-12 08:54:59,767 - Train: 14.70% [183850/1251000] [147.0/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002845] [CE 5.022 (4.535)] [KD 5.399 (4.910)] 2024-10-12 08:55:10,080 - ==> Total time: 12:17:02 Eta: 2 days, 23:16:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 08:55:14,244 - Train: 14.70% [183900/1251000] [147.0/1000.0] [batch_t 0.216 (0.474)] [data_t 0.008] [optim_t 0.208] [lr 0.002844] [CE 4.057 (4.254)] [KD 4.616 (4.764)] 2024-10-12 08:55:26,173 - Train: 14.70% [183950/1251000] [147.0/1000.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.002844] [CE 4.959 (4.551)] [KD 4.989 (4.882)] 2024-10-12 08:55:37,995 - Train: 14.71% [184000/1251000] [147.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.010] [optim_t 0.223] [lr 0.002844] [CE 4.694 (4.551)] [KD 4.887 (4.936)] 2024-10-12 08:55:49,571 - Train: 14.71% [184050/1251000] [147.1/1000.0] [batch_t 0.223 (0.231)] [data_t 0.008] [optim_t 0.216] [lr 0.002844] [CE 4.354 (4.527)] [KD 5.005 (4.905)] 2024-10-12 08:56:01,174 - Train: 14.72% [184100/1251000] [147.2/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002844] [CE 4.489 (4.507)] [KD 4.640 (4.852)] 2024-10-12 08:56:12,881 - Train: 14.72% [184150/1251000] [147.2/1000.0] [batch_t 0.218 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.002844] [CE 4.568 (4.612)] [KD 4.937 (4.935)] 2024-10-12 08:56:24,397 - Train: 14.72% [184200/1251000] [147.2/1000.0] [batch_t 0.223 (0.230)] [data_t 0.006] [optim_t 0.217] [lr 0.002844] [CE 5.006 (4.497)] [KD 4.973 (4.900)] 2024-10-12 08:56:36,305 - Train: 14.73% [184250/1251000] [147.3/1000.0] [batch_t 0.252 (0.238)] [data_t 0.006] [optim_t 0.246] [lr 0.002844] [CE 4.520 (4.524)] [KD 5.209 (4.928)] 2024-10-12 08:56:47,840 - Train: 14.73% [184300/1251000] [147.3/1000.0] [batch_t 0.240 (0.231)] [data_t 0.009] [optim_t 0.231] [lr 0.002844] [CE 4.471 (4.602)] [KD 4.922 (4.870)] 2024-10-12 08:56:59,844 - Train: 14.74% [184350/1251000] [147.4/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.002844] [CE 4.680 (4.546)] [KD 5.083 (4.900)] 2024-10-12 08:57:11,878 - Train: 14.74% [184400/1251000] [147.4/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.217] [lr 0.002844] [CE 4.416 (4.511)] [KD 4.873 (4.872)] 2024-10-12 08:57:23,395 - Train: 14.74% [184450/1251000] [147.4/1000.0] [batch_t 0.231 (0.230)] [data_t 0.008] [optim_t 0.222] [lr 0.002844] [CE 4.304 (4.575)] [KD 4.830 (5.014)] 2024-10-12 08:57:34,878 - Train: 14.75% [184500/1251000] [147.5/1000.0] [batch_t 0.229 (0.229)] [data_t 0.006] [optim_t 0.223] [lr 0.002843] [CE 3.968 (4.611)] [KD 5.077 (4.885)] 2024-10-12 08:57:46,887 - Train: 14.75% [184550/1251000] [147.5/1000.0] [batch_t 0.225 (0.240)] [data_t 0.008] [optim_t 0.216] [lr 0.002843] [CE 4.435 (4.584)] [KD 4.784 (4.927)] 2024-10-12 08:57:58,550 - Train: 14.76% [184600/1251000] [147.6/1000.0] [batch_t 0.222 (0.233)] [data_t 0.008] [optim_t 0.215] [lr 0.002843] [CE 4.321 (4.487)] [KD 4.762 (4.919)] 2024-10-12 08:58:10,078 - Train: 14.76% [184650/1251000] [147.6/1000.0] [batch_t 0.239 (0.230)] [data_t 0.007] [optim_t 0.231] [lr 0.002843] [CE 4.515 (4.566)] [KD 4.727 (4.977)] 2024-10-12 08:58:21,974 - Train: 14.76% [184700/1251000] [147.6/1000.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.002843] [CE 4.659 (4.494)] [KD 5.221 (4.943)] 2024-10-12 08:58:33,402 - Train: 14.77% [184750/1251000] [147.7/1000.0] [batch_t 0.232 (0.228)] [data_t 0.011] [optim_t 0.221] [lr 0.002843] [CE 4.557 (4.495)] [KD 5.062 (4.952)] 2024-10-12 08:58:44,936 - Train: 14.77% [184800/1251000] [147.7/1000.0] [batch_t 0.217 (0.231)] [data_t 0.009] [optim_t 0.208] [lr 0.002843] [CE 4.657 (4.557)] [KD 4.977 (4.886)] 2024-10-12 08:58:56,465 - Train: 14.78% [184850/1251000] [147.8/1000.0] [batch_t 0.223 (0.230)] [data_t 0.007] [optim_t 0.216] [lr 0.002843] [CE 4.629 (4.550)] [KD 5.002 (4.906)] 2024-10-12 08:59:08,036 - Train: 14.78% [184900/1251000] [147.8/1000.0] [batch_t 0.236 (0.231)] [data_t 0.008] [optim_t 0.228] [lr 0.002843] [CE 4.447 (4.563)] [KD 4.803 (4.985)] 2024-10-12 08:59:19,653 - Train: 14.78% [184950/1251000] [147.8/1000.0] [batch_t 0.210 (0.232)] [data_t 0.009] [optim_t 0.200] [lr 0.002843] [CE 4.571 (4.554)] [KD 4.880 (4.865)] 2024-10-12 08:59:31,609 - Train: 14.79% [185000/1251000] [147.9/1000.0] [batch_t 0.218 (0.239)] [data_t 0.008] [optim_t 0.210] [lr 0.002843] [CE 4.755 (4.533)] [KD 4.932 (4.920)] 2024-10-12 08:59:43,018 - Train: 14.79% [185050/1251000] [147.9/1000.0] [batch_t 0.231 (0.228)] [data_t 0.010] [optim_t 0.222] [lr 0.002843] [CE 4.765 (4.579)] [KD 5.020 (4.903)] 2024-10-12 08:59:54,575 - Train: 14.80% [185100/1251000] [148.0/1000.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.002842] [CE 4.648 (4.541)] [KD 4.982 (4.915)] 2024-10-12 09:00:05,790 - ==> Total time: 12:21:58 Eta: 2 days, 23:11:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:00:09,993 - Train: 14.80% [185150/1251000] [148.0/1000.0] [batch_t 0.216 (0.551)] [data_t 0.007] [optim_t 0.209] [lr 0.002842] [CE 3.879 (4.097)] [KD 4.458 (4.496)] 2024-10-12 09:00:21,426 - Train: 14.80% [185200/1251000] [148.0/1000.0] [batch_t 0.211 (0.228)] [data_t 0.006] [optim_t 0.205] [lr 0.002842] [CE 4.784 (4.490)] [KD 5.076 (4.825)] 2024-10-12 09:00:33,370 - Train: 14.81% [185250/1251000] [148.1/1000.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.002842] [CE 4.375 (4.574)] [KD 4.746 (4.833)] 2024-10-12 09:00:44,585 - Train: 14.81% [185300/1251000] [148.1/1000.0] [batch_t 0.216 (0.224)] [data_t 0.009] [optim_t 0.207] [lr 0.002842] [CE 4.322 (4.525)] [KD 4.918 (4.813)] 2024-10-12 09:00:55,975 - Train: 14.82% [185350/1251000] [148.2/1000.0] [batch_t 0.218 (0.228)] [data_t 0.008] [optim_t 0.210] [lr 0.002842] [CE 4.395 (4.515)] [KD 4.611 (4.870)] 2024-10-12 09:01:07,335 - Train: 14.82% [185400/1251000] [148.2/1000.0] [batch_t 0.220 (0.227)] [data_t 0.006] [optim_t 0.214] [lr 0.002842] [CE 4.715 (4.530)] [KD 5.219 (4.871)] 2024-10-12 09:01:18,457 - Train: 14.82% [185450/1251000] [148.2/1000.0] [batch_t 0.216 (0.222)] [data_t 0.009] [optim_t 0.207] [lr 0.002842] [CE 4.477 (4.562)] [KD 4.733 (4.932)] 2024-10-12 09:01:30,121 - Train: 14.83% [185500/1251000] [148.3/1000.0] [batch_t 0.224 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.002842] [CE 4.641 (4.572)] [KD 5.334 (4.938)] 2024-10-12 09:01:42,053 - Train: 14.83% [185550/1251000] [148.3/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.002842] [CE 4.286 (4.498)] [KD 4.757 (4.883)] 2024-10-12 09:01:53,415 - Train: 14.84% [185600/1251000] [148.4/1000.0] [batch_t 0.234 (0.227)] [data_t 0.009] [optim_t 0.225] [lr 0.002842] [CE 5.143 (4.554)] [KD 5.359 (4.974)] 2024-10-12 09:02:04,799 - Train: 14.84% [185650/1251000] [148.4/1000.0] [batch_t 0.223 (0.228)] [data_t 0.008] [optim_t 0.216] [lr 0.002842] [CE 4.395 (4.544)] [KD 4.722 (4.933)] 2024-10-12 09:02:16,222 - Train: 14.84% [185700/1251000] [148.4/1000.0] [batch_t 0.217 (0.228)] [data_t 0.008] [optim_t 0.209] [lr 0.002841] [CE 4.548 (4.536)] [KD 5.019 (4.970)] 2024-10-12 09:02:27,900 - Train: 14.85% [185750/1251000] [148.5/1000.0] [batch_t 0.227 (0.233)] [data_t 0.010] [optim_t 0.217] [lr 0.002841] [CE 4.315 (4.632)] [KD 4.624 (5.039)] 2024-10-12 09:02:39,922 - Train: 14.85% [185800/1251000] [148.5/1000.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.002841] [CE 4.413 (4.514)] [KD 4.846 (4.847)] 2024-10-12 09:02:51,497 - Train: 14.86% [185850/1251000] [148.6/1000.0] [batch_t 0.212 (0.231)] [data_t 0.008] [optim_t 0.204] [lr 0.002841] [CE 4.254 (4.509)] [KD 4.768 (4.932)] 2024-10-12 09:03:02,823 - Train: 14.86% [185900/1251000] [148.6/1000.0] [batch_t 0.248 (0.226)] [data_t 0.008] [optim_t 0.240] [lr 0.002841] [CE 4.406 (4.555)] [KD 4.842 (5.017)] 2024-10-12 09:03:14,585 - Train: 14.86% [185950/1251000] [148.6/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.224] [lr 0.002841] [CE 4.674 (4.592)] [KD 4.797 (4.953)] 2024-10-12 09:03:25,992 - Train: 14.87% [186000/1251000] [148.7/1000.0] [batch_t 0.229 (0.228)] [data_t 0.007] [optim_t 0.223] [lr 0.002841] [CE 4.959 (4.501)] [KD 4.907 (4.823)] 2024-10-12 09:03:37,103 - Train: 14.87% [186050/1251000] [148.7/1000.0] [batch_t 0.223 (0.222)] [data_t 0.008] [optim_t 0.215] [lr 0.002841] [CE 4.744 (4.588)] [KD 4.931 (4.804)] 2024-10-12 09:03:48,347 - Train: 14.88% [186100/1251000] [148.8/1000.0] [batch_t 0.218 (0.225)] [data_t 0.009] [optim_t 0.210] [lr 0.002841] [CE 4.662 (4.538)] [KD 5.065 (4.871)] 2024-10-12 09:04:00,912 - Train: 14.88% [186150/1251000] [148.8/1000.0] [batch_t 0.430 (0.251)] [data_t 0.009] [optim_t 0.421] [lr 0.002841] [CE 3.992 (4.575)] [KD 5.342 (5.037)] 2024-10-12 09:04:11,906 - Train: 14.88% [186200/1251000] [148.8/1000.0] [batch_t 0.229 (0.220)] [data_t 0.010] [optim_t 0.219] [lr 0.002841] [CE 4.625 (4.512)] [KD 4.696 (4.934)] 2024-10-12 09:04:23,297 - Train: 14.89% [186250/1251000] [148.9/1000.0] [batch_t 0.401 (0.228)] [data_t 0.008] [optim_t 0.393] [lr 0.002841] [CE 4.389 (4.578)] [KD 4.986 (5.007)] 2024-10-12 09:04:34,944 - Train: 14.89% [186300/1251000] [148.9/1000.0] [batch_t 0.226 (0.233)] [data_t 0.008] [optim_t 0.218] [lr 0.002840] [CE 4.008 (4.601)] [KD 4.708 (4.907)] 2024-10-12 09:04:46,506 - Train: 14.90% [186350/1251000] [149.0/1000.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.002840] [CE 4.775 (4.498)] [KD 4.836 (4.905)] 2024-10-12 09:04:57,062 - ==> Total time: 12:26:49 Eta: 2 days, 23:05:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:05:01,250 - Train: 14.90% [186400/1251000] [149.0/1000.0] [batch_t 0.891 (0.891)] [data_t 0.683] [optim_t 0.208] [lr 0.002840] [CE 4.622 (4.622)] [KD 4.831 (4.831)] 2024-10-12 09:05:13,728 - Train: 14.90% [186450/1251000] [149.0/1000.0] [batch_t 0.220 (0.249)] [data_t 0.010] [optim_t 0.211] [lr 0.002840] [CE 5.122 (4.568)] [KD 5.125 (4.921)] 2024-10-12 09:05:25,046 - Train: 14.91% [186500/1251000] [149.1/1000.0] [batch_t 0.213 (0.226)] [data_t 0.009] [optim_t 0.204] [lr 0.002840] [CE 4.683 (4.528)] [KD 4.947 (4.894)] 2024-10-12 09:05:36,445 - Train: 14.91% [186550/1251000] [149.1/1000.0] [batch_t 0.245 (0.228)] [data_t 0.010] [optim_t 0.235] [lr 0.002840] [CE 4.643 (4.582)] [KD 5.363 (5.074)] 2024-10-12 09:05:48,278 - Train: 14.92% [186600/1251000] [149.2/1000.0] [batch_t 0.211 (0.236)] [data_t 0.008] [optim_t 0.203] [lr 0.002840] [CE 3.929 (4.601)] [KD 4.795 (4.993)] 2024-10-12 09:06:00,043 - Train: 14.92% [186650/1251000] [149.2/1000.0] [batch_t 0.214 (0.235)] [data_t 0.009] [optim_t 0.205] [lr 0.002840] [CE 4.989 (4.592)] [KD 4.792 (4.960)] 2024-10-12 09:06:11,525 - Train: 14.92% [186700/1251000] [149.2/1000.0] [batch_t 0.227 (0.229)] [data_t 0.009] [optim_t 0.218] [lr 0.002840] [CE 4.030 (4.492)] [KD 4.819 (4.853)] 2024-10-12 09:06:23,517 - Train: 14.93% [186750/1251000] [149.3/1000.0] [batch_t 0.219 (0.240)] [data_t 0.009] [optim_t 0.210] [lr 0.002840] [CE 4.604 (4.551)] [KD 4.829 (4.925)] 2024-10-12 09:06:35,333 - Train: 14.93% [186800/1251000] [149.3/1000.0] [batch_t 0.226 (0.236)] [data_t 0.008] [optim_t 0.219] [lr 0.002840] [CE 4.475 (4.523)] [KD 4.636 (4.843)] 2024-10-12 09:06:47,758 - Train: 14.94% [186850/1251000] [149.4/1000.0] [batch_t 0.218 (0.248)] [data_t 0.009] [optim_t 0.209] [lr 0.002839] [CE 4.266 (4.511)] [KD 4.741 (4.816)] 2024-10-12 09:06:59,319 - Train: 14.94% [186900/1251000] [149.4/1000.0] [batch_t 0.231 (0.231)] [data_t 0.009] [optim_t 0.221] [lr 0.002839] [CE 5.016 (4.530)] [KD 5.256 (4.860)] 2024-10-12 09:07:10,678 - Train: 14.94% [186950/1251000] [149.4/1000.0] [batch_t 0.224 (0.227)] [data_t 0.008] [optim_t 0.216] [lr 0.002839] [CE 4.531 (4.589)] [KD 4.845 (4.980)] 2024-10-12 09:07:22,123 - Train: 14.95% [187000/1251000] [149.5/1000.0] [batch_t 0.221 (0.229)] [data_t 0.006] [optim_t 0.214] [lr 0.002839] [CE 4.747 (4.554)] [KD 4.899 (4.903)] 2024-10-12 09:07:34,381 - Train: 14.95% [187050/1251000] [149.5/1000.0] [batch_t 0.220 (0.245)] [data_t 0.007] [optim_t 0.214] [lr 0.002839] [CE 4.838 (4.590)] [KD 5.113 (4.894)] 2024-10-12 09:07:45,806 - Train: 14.96% [187100/1251000] [149.6/1000.0] [batch_t 0.221 (0.228)] [data_t 0.009] [optim_t 0.212] [lr 0.002839] [CE 3.955 (4.526)] [KD 4.585 (4.888)] 2024-10-12 09:07:57,263 - Train: 14.96% [187150/1251000] [149.6/1000.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.220] [lr 0.002839] [CE 4.675 (4.534)] [KD 4.912 (4.835)] 2024-10-12 09:08:09,034 - Train: 14.96% [187200/1251000] [149.6/1000.0] [batch_t 0.231 (0.235)] [data_t 0.010] [optim_t 0.222] [lr 0.002839] [CE 4.078 (4.491)] [KD 4.415 (4.806)] 2024-10-12 09:08:20,906 - Train: 14.97% [187250/1251000] [149.7/1000.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.002839] [CE 4.659 (4.554)] [KD 5.036 (4.878)] 2024-10-12 09:08:32,304 - Train: 14.97% [187300/1251000] [149.7/1000.0] [batch_t 0.240 (0.228)] [data_t 0.009] [optim_t 0.230] [lr 0.002839] [CE 4.774 (4.503)] [KD 5.066 (4.888)] 2024-10-12 09:08:44,055 - Train: 14.98% [187350/1251000] [149.8/1000.0] [batch_t 0.226 (0.235)] [data_t 0.008] [optim_t 0.218] [lr 0.002839] [CE 4.821 (4.531)] [KD 5.311 (4.870)] 2024-10-12 09:08:55,331 - Train: 14.98% [187400/1251000] [149.8/1000.0] [batch_t 0.228 (0.225)] [data_t 0.009] [optim_t 0.219] [lr 0.002839] [CE 4.555 (4.557)] [KD 4.970 (4.887)] 2024-10-12 09:09:07,613 - Train: 14.98% [187450/1251000] [149.8/1000.0] [batch_t 0.427 (0.245)] [data_t 0.010] [optim_t 0.417] [lr 0.002838] [CE 4.361 (4.508)] [KD 4.411 (4.842)] 2024-10-12 09:09:19,297 - Train: 14.99% [187500/1251000] [149.9/1000.0] [batch_t 0.234 (0.234)] [data_t 0.010] [optim_t 0.224] [lr 0.002838] [CE 4.874 (4.531)] [KD 4.835 (4.931)] 2024-10-12 09:09:30,637 - Train: 14.99% [187550/1251000] [149.9/1000.0] [batch_t 0.215 (0.227)] [data_t 0.010] [optim_t 0.205] [lr 0.002838] [CE 4.289 (4.579)] [KD 4.851 (4.903)] 2024-10-12 09:09:41,993 - Train: 15.00% [187600/1251000] [150.0/1000.0] [batch_t 0.228 (0.227)] [data_t 0.009] [optim_t 0.219] [lr 0.002838] [CE 4.339 (4.576)] [KD 4.834 (4.866)] 2024-10-12 09:09:53,819 - Train: 15.00% [187650/1251000] [150.0/1000.0] [batch_t 0.204 (0.236)] [data_t 0.007] [optim_t 0.197] [lr 0.002838] [CE 4.729 (4.512)] [KD 4.767 (4.876)] 2024-10-12 09:10:01,917 - Test (net): 100.00% [50/50] [batch_t 0.174 (0.150)] [top1_cnt 34582] [top5_cnt 44693] [top_all 50000] 2024-10-12 09:10:01,918 - net: 69.164 (89.386) 2024-10-12 09:10:10,874 - Test (net_E): 100.00% [50/50] [batch_t 0.096 (0.162)] [top1_cnt 37588] [top5_cnt 46174] [top_all 50000] 2024-10-12 09:10:10,874 - net_E: 75.176 (92.348) 2024-10-12 09:10:11,061 - Max [top1: 69.474 (epoch: 145)] [top1-ema: 75.176 (epoch: 150)] 2024-10-12 09:10:11,062 - ==> Total time: 12:32:03 Eta: 2 days, 23:01:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:10:39,857 - Train: 15.00% [187700/1251000] [150.0/1000.0] [batch_t 0.220 (0.236)] [data_t 0.007] [optim_t 0.213] [lr 0.002838] [CE 3.820 (4.519)] [KD 4.395 (4.849)] 2024-10-12 09:10:51,450 - Train: 15.01% [187750/1251000] [150.1/1000.0] [batch_t 0.227 (0.232)] [data_t 0.006] [optim_t 0.221] [lr 0.002838] [CE 4.581 (4.553)] [KD 4.861 (4.883)] 2024-10-12 09:11:03,574 - Train: 15.01% [187800/1251000] [150.1/1000.0] [batch_t 0.246 (0.242)] [data_t 0.008] [optim_t 0.238] [lr 0.002838] [CE 4.677 (4.522)] [KD 4.909 (4.869)] 2024-10-12 09:11:15,358 - Train: 15.02% [187850/1251000] [150.2/1000.0] [batch_t 0.216 (0.235)] [data_t 0.010] [optim_t 0.206] [lr 0.002838] [CE 4.898 (4.470)] [KD 4.895 (4.876)] 2024-10-12 09:11:26,366 - Train: 15.02% [187900/1251000] [150.2/1000.0] [batch_t 0.219 (0.220)] [data_t 0.006] [optim_t 0.213] [lr 0.002838] [CE 4.031 (4.604)] [KD 4.825 (4.899)] 2024-10-12 09:11:38,251 - Train: 15.02% [187950/1251000] [150.2/1000.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.002838] [CE 4.581 (4.569)] [KD 5.017 (4.916)] 2024-10-12 09:11:49,829 - Train: 15.03% [188000/1251000] [150.3/1000.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.002838] [CE 5.052 (4.540)] [KD 5.203 (4.872)] 2024-10-12 09:12:01,178 - Train: 15.03% [188050/1251000] [150.3/1000.0] [batch_t 0.222 (0.227)] [data_t 0.008] [optim_t 0.213] [lr 0.002837] [CE 4.313 (4.532)] [KD 4.577 (4.950)] 2024-10-12 09:12:12,773 - Train: 15.04% [188100/1251000] [150.4/1000.0] [batch_t 0.408 (0.232)] [data_t 0.010] [optim_t 0.399] [lr 0.002837] [CE 4.570 (4.597)] [KD 5.019 (4.948)] 2024-10-12 09:12:24,309 - Train: 15.04% [188150/1251000] [150.4/1000.0] [batch_t 0.222 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.002837] [CE 4.933 (4.575)] [KD 5.239 (4.928)] 2024-10-12 09:12:36,034 - Train: 15.04% [188200/1251000] [150.4/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.002837] [CE 4.468 (4.614)] [KD 4.830 (4.963)] 2024-10-12 09:12:47,717 - Train: 15.05% [188250/1251000] [150.5/1000.0] [batch_t 0.382 (0.234)] [data_t 0.007] [optim_t 0.375] [lr 0.002837] [CE 4.583 (4.568)] [KD 5.020 (4.922)] 2024-10-12 09:12:59,116 - Train: 15.05% [188300/1251000] [150.5/1000.0] [batch_t 0.215 (0.228)] [data_t 0.007] [optim_t 0.209] [lr 0.002837] [CE 4.721 (4.587)] [KD 4.948 (4.948)] 2024-10-12 09:13:10,619 - Train: 15.06% [188350/1251000] [150.6/1000.0] [batch_t 0.221 (0.230)] [data_t 0.006] [optim_t 0.214] [lr 0.002837] [CE 4.299 (4.503)] [KD 4.702 (4.814)] 2024-10-12 09:13:22,394 - Train: 15.06% [188400/1251000] [150.6/1000.0] [batch_t 0.214 (0.235)] [data_t 0.006] [optim_t 0.208] [lr 0.002837] [CE 4.826 (4.548)] [KD 4.891 (4.846)] 2024-10-12 09:13:34,206 - Train: 15.06% [188450/1251000] [150.6/1000.0] [batch_t 0.228 (0.236)] [data_t 0.006] [optim_t 0.222] [lr 0.002837] [CE 4.444 (4.545)] [KD 4.723 (4.798)] 2024-10-12 09:13:45,738 - Train: 15.07% [188500/1251000] [150.7/1000.0] [batch_t 0.224 (0.230)] [data_t 0.007] [optim_t 0.217] [lr 0.002837] [CE 4.869 (4.488)] [KD 4.987 (4.795)] 2024-10-12 09:13:57,061 - Train: 15.07% [188550/1251000] [150.7/1000.0] [batch_t 0.244 (0.226)] [data_t 0.007] [optim_t 0.237] [lr 0.002837] [CE 4.936 (4.585)] [KD 4.860 (4.886)] 2024-10-12 09:14:09,000 - Train: 15.08% [188600/1251000] [150.8/1000.0] [batch_t 0.224 (0.239)] [data_t 0.007] [optim_t 0.217] [lr 0.002837] [CE 4.506 (4.584)] [KD 4.892 (4.909)] 2024-10-12 09:14:20,536 - Train: 15.08% [188650/1251000] [150.8/1000.0] [batch_t 0.223 (0.231)] [data_t 0.008] [optim_t 0.215] [lr 0.002836] [CE 4.288 (4.523)] [KD 4.721 (4.845)] 2024-10-12 09:14:32,117 - Train: 15.08% [188700/1251000] [150.8/1000.0] [batch_t 0.224 (0.231)] [data_t 0.007] [optim_t 0.218] [lr 0.002836] [CE 4.770 (4.575)] [KD 4.793 (5.014)] 2024-10-12 09:14:44,142 - Train: 15.09% [188750/1251000] [150.9/1000.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.002836] [CE 5.161 (4.628)] [KD 4.835 (4.963)] 2024-10-12 09:14:56,084 - Train: 15.09% [188800/1251000] [150.9/1000.0] [batch_t 0.217 (0.239)] [data_t 0.008] [optim_t 0.210] [lr 0.002836] [CE 4.008 (4.513)] [KD 4.651 (4.881)] 2024-10-12 09:15:07,657 - Train: 15.10% [188850/1251000] [151.0/1000.0] [batch_t 0.226 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.002836] [CE 4.958 (4.570)] [KD 5.087 (4.866)] 2024-10-12 09:15:19,137 - Train: 15.10% [188900/1251000] [151.0/1000.0] [batch_t 0.205 (0.229)] [data_t 0.007] [optim_t 0.199] [lr 0.002836] [CE 4.699 (4.551)] [KD 5.027 (4.887)] 2024-10-12 09:15:19,345 - ==> Total time: 12:37:12 Eta: 2 days, 22:57:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:15:36,348 - Train: 15.10% [188950/1251000] [151.0/1000.0] [batch_t 0.247 (0.277)] [data_t 0.008] [optim_t 0.239] [lr 0.002836] [CE 4.263 (4.539)] [KD 4.519 (4.849)] 2024-10-12 09:15:48,964 - Train: 15.11% [189000/1251000] [151.1/1000.0] [batch_t 0.229 (0.252)] [data_t 0.010] [optim_t 0.219] [lr 0.002836] [CE 4.835 (4.589)] [KD 5.211 (4.935)] 2024-10-12 09:16:00,719 - Train: 15.11% [189050/1251000] [151.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.010] [optim_t 0.223] [lr 0.002836] [CE 4.593 (4.575)] [KD 4.550 (4.919)] 2024-10-12 09:16:12,892 - Train: 15.12% [189100/1251000] [151.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.008] [optim_t 0.226] [lr 0.002836] [CE 5.042 (4.504)] [KD 5.292 (4.928)] 2024-10-12 09:16:25,190 - Train: 15.12% [189150/1251000] [151.2/1000.0] [batch_t 0.253 (0.246)] [data_t 0.007] [optim_t 0.246] [lr 0.002836] [CE 4.660 (4.638)] [KD 4.850 (4.933)] 2024-10-12 09:16:36,927 - Train: 15.12% [189200/1251000] [151.2/1000.0] [batch_t 0.220 (0.235)] [data_t 0.010] [optim_t 0.210] [lr 0.002836] [CE 4.790 (4.526)] [KD 5.323 (4.899)] 2024-10-12 09:16:48,767 - Train: 15.13% [189250/1251000] [151.3/1000.0] [batch_t 0.228 (0.237)] [data_t 0.010] [optim_t 0.218] [lr 0.002835] [CE 4.495 (4.536)] [KD 4.654 (4.861)] 2024-10-12 09:17:00,771 - Train: 15.13% [189300/1251000] [151.3/1000.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.002835] [CE 5.144 (4.592)] [KD 5.045 (4.864)] 2024-10-12 09:17:12,823 - Train: 15.14% [189350/1251000] [151.4/1000.0] [batch_t 0.223 (0.241)] [data_t 0.010] [optim_t 0.213] [lr 0.002835] [CE 4.773 (4.502)] [KD 5.124 (4.821)] 2024-10-12 09:17:24,331 - Train: 15.14% [189400/1251000] [151.4/1000.0] [batch_t 0.217 (0.230)] [data_t 0.010] [optim_t 0.207] [lr 0.002835] [CE 3.936 (4.593)] [KD 4.849 (5.001)] 2024-10-12 09:17:36,298 - Train: 15.14% [189450/1251000] [151.4/1000.0] [batch_t 0.241 (0.239)] [data_t 0.008] [optim_t 0.232] [lr 0.002835] [CE 4.367 (4.503)] [KD 4.926 (4.877)] 2024-10-12 09:17:48,166 - Train: 15.15% [189500/1251000] [151.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.010] [optim_t 0.226] [lr 0.002835] [CE 4.854 (4.565)] [KD 4.971 (4.895)] 2024-10-12 09:17:59,648 - Train: 15.15% [189550/1251000] [151.5/1000.0] [batch_t 0.231 (0.229)] [data_t 0.010] [optim_t 0.222] [lr 0.002835] [CE 4.443 (4.526)] [KD 4.709 (4.849)] 2024-10-12 09:18:11,717 - Train: 15.16% [189600/1251000] [151.6/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.002835] [CE 4.794 (4.609)] [KD 5.015 (4.893)] 2024-10-12 09:18:23,558 - Train: 15.16% [189650/1251000] [151.6/1000.0] [batch_t 0.227 (0.237)] [data_t 0.007] [optim_t 0.220] [lr 0.002835] [CE 4.577 (4.499)] [KD 4.602 (4.878)] 2024-10-12 09:18:35,034 - Train: 15.16% [189700/1251000] [151.6/1000.0] [batch_t 0.216 (0.229)] [data_t 0.009] [optim_t 0.207] [lr 0.002835] [CE 4.690 (4.502)] [KD 4.836 (4.866)] 2024-10-12 09:18:46,858 - Train: 15.17% [189750/1251000] [151.7/1000.0] [batch_t 0.227 (0.236)] [data_t 0.011] [optim_t 0.216] [lr 0.002835] [CE 4.777 (4.575)] [KD 4.681 (4.950)] 2024-10-12 09:18:58,244 - Train: 15.17% [189800/1251000] [151.7/1000.0] [batch_t 0.223 (0.228)] [data_t 0.010] [optim_t 0.213] [lr 0.002834] [CE 4.561 (4.602)] [KD 5.196 (4.949)] 2024-10-12 09:19:09,704 - Train: 15.18% [189850/1251000] [151.8/1000.0] [batch_t 0.218 (0.229)] [data_t 0.007] [optim_t 0.211] [lr 0.002834] [CE 4.210 (4.530)] [KD 4.481 (4.900)] 2024-10-12 09:19:21,611 - Train: 15.18% [189900/1251000] [151.8/1000.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.002834] [CE 4.920 (4.515)] [KD 5.307 (4.823)] 2024-10-12 09:19:33,463 - Train: 15.18% [189950/1251000] [151.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.228] [lr 0.002834] [CE 4.698 (4.487)] [KD 4.859 (4.786)] 2024-10-12 09:19:45,017 - Train: 15.19% [190000/1251000] [151.9/1000.0] [batch_t 0.221 (0.231)] [data_t 0.008] [optim_t 0.213] [lr 0.002834] [CE 4.452 (4.596)] [KD 4.781 (4.884)] 2024-10-12 09:19:56,398 - Train: 15.19% [190050/1251000] [151.9/1000.0] [batch_t 0.238 (0.227)] [data_t 0.007] [optim_t 0.231] [lr 0.002834] [CE 4.614 (4.490)] [KD 4.801 (4.911)] 2024-10-12 09:20:08,339 - Train: 15.20% [190100/1251000] [152.0/1000.0] [batch_t 0.224 (0.239)] [data_t 0.007] [optim_t 0.217] [lr 0.002834] [CE 4.435 (4.561)] [KD 4.851 (4.921)] 2024-10-12 09:20:19,676 - Train: 15.20% [190150/1251000] [152.0/1000.0] [batch_t 0.200 (0.227)] [data_t 0.007] [optim_t 0.193] [lr 0.002834] [CE 4.908 (4.545)] [KD 5.132 (4.938)] 2024-10-12 09:20:20,079 - ==> Total time: 12:42:12 Eta: 2 days, 22:52:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:20:35,050 - Train: 15.20% [190200/1251000] [152.0/1000.0] [batch_t 0.246 (0.249)] [data_t 0.010] [optim_t 0.237] [lr 0.002834] [CE 4.422 (4.540)] [KD 4.986 (4.827)] 2024-10-12 09:20:47,097 - Train: 15.21% [190250/1251000] [152.1/1000.0] [batch_t 0.212 (0.241)] [data_t 0.012] [optim_t 0.200] [lr 0.002834] [CE 4.551 (4.613)] [KD 5.125 (4.864)] 2024-10-12 09:20:58,937 - Train: 15.21% [190300/1251000] [152.1/1000.0] [batch_t 0.219 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.002834] [CE 5.035 (4.502)] [KD 5.164 (4.869)] 2024-10-12 09:21:10,457 - Train: 15.22% [190350/1251000] [152.2/1000.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.216] [lr 0.002834] [CE 4.088 (4.479)] [KD 4.762 (4.886)] 2024-10-12 09:21:22,119 - Train: 15.22% [190400/1251000] [152.2/1000.0] [batch_t 0.215 (0.233)] [data_t 0.008] [optim_t 0.207] [lr 0.002833] [CE 4.516 (4.581)] [KD 4.610 (4.852)] 2024-10-12 09:21:33,681 - Train: 15.22% [190450/1251000] [152.2/1000.0] [batch_t 0.222 (0.231)] [data_t 0.010] [optim_t 0.212] [lr 0.002833] [CE 4.836 (4.485)] [KD 4.832 (4.816)] 2024-10-12 09:21:45,008 - Train: 15.23% [190500/1251000] [152.3/1000.0] [batch_t 0.232 (0.226)] [data_t 0.010] [optim_t 0.222] [lr 0.002833] [CE 4.527 (4.588)] [KD 4.771 (4.838)] 2024-10-12 09:21:56,343 - Train: 15.23% [190550/1251000] [152.3/1000.0] [batch_t 0.236 (0.227)] [data_t 0.006] [optim_t 0.230] [lr 0.002833] [CE 5.035 (4.611)] [KD 5.146 (4.914)] 2024-10-12 09:22:08,118 - Train: 15.24% [190600/1251000] [152.4/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002833] [CE 4.646 (4.562)] [KD 4.781 (4.879)] 2024-10-12 09:22:20,025 - Train: 15.24% [190650/1251000] [152.4/1000.0] [batch_t 0.223 (0.238)] [data_t 0.006] [optim_t 0.217] [lr 0.002833] [CE 4.706 (4.511)] [KD 4.852 (4.813)] 2024-10-12 09:22:31,744 - Train: 15.24% [190700/1251000] [152.4/1000.0] [batch_t 0.231 (0.234)] [data_t 0.010] [optim_t 0.221] [lr 0.002833] [CE 4.450 (4.469)] [KD 5.112 (4.790)] 2024-10-12 09:22:43,375 - Train: 15.25% [190750/1251000] [152.5/1000.0] [batch_t 0.241 (0.232)] [data_t 0.009] [optim_t 0.232] [lr 0.002833] [CE 4.491 (4.615)] [KD 4.817 (4.914)] 2024-10-12 09:22:54,659 - Train: 15.25% [190800/1251000] [152.5/1000.0] [batch_t 0.241 (0.226)] [data_t 0.009] [optim_t 0.232] [lr 0.002833] [CE 4.836 (4.553)] [KD 5.042 (4.978)] 2024-10-12 09:23:06,099 - Train: 15.26% [190850/1251000] [152.6/1000.0] [batch_t 0.227 (0.229)] [data_t 0.010] [optim_t 0.217] [lr 0.002833] [CE 4.636 (4.525)] [KD 5.029 (4.837)] 2024-10-12 09:23:17,836 - Train: 15.26% [190900/1251000] [152.6/1000.0] [batch_t 0.219 (0.235)] [data_t 0.010] [optim_t 0.210] [lr 0.002833] [CE 4.526 (4.536)] [KD 5.077 (4.909)] 2024-10-12 09:23:29,082 - Train: 15.26% [190950/1251000] [152.6/1000.0] [batch_t 0.423 (0.225)] [data_t 0.006] [optim_t 0.416] [lr 0.002833] [CE 4.202 (4.543)] [KD 4.616 (4.843)] 2024-10-12 09:23:40,531 - Train: 15.27% [191000/1251000] [152.7/1000.0] [batch_t 0.217 (0.229)] [data_t 0.009] [optim_t 0.208] [lr 0.002832] [CE 4.170 (4.521)] [KD 4.819 (4.896)] 2024-10-12 09:23:51,883 - Train: 15.27% [191050/1251000] [152.7/1000.0] [batch_t 0.211 (0.227)] [data_t 0.007] [optim_t 0.204] [lr 0.002832] [CE 4.671 (4.576)] [KD 5.141 (4.942)] 2024-10-12 09:24:02,972 - Train: 15.28% [191100/1251000] [152.8/1000.0] [batch_t 0.214 (0.222)] [data_t 0.010] [optim_t 0.204] [lr 0.002832] [CE 4.232 (4.539)] [KD 4.644 (4.812)] 2024-10-12 09:24:14,162 - Train: 15.28% [191150/1251000] [152.8/1000.0] [batch_t 0.218 (0.224)] [data_t 0.010] [optim_t 0.209] [lr 0.002832] [CE 4.247 (4.544)] [KD 4.507 (4.857)] 2024-10-12 09:24:26,351 - Train: 15.28% [191200/1251000] [152.8/1000.0] [batch_t 0.224 (0.244)] [data_t 0.010] [optim_t 0.214] [lr 0.002832] [CE 4.203 (4.562)] [KD 4.722 (4.871)] 2024-10-12 09:24:37,784 - Train: 15.29% [191250/1251000] [152.9/1000.0] [batch_t 0.224 (0.229)] [data_t 0.011] [optim_t 0.214] [lr 0.002832] [CE 4.390 (4.531)] [KD 4.688 (4.859)] 2024-10-12 09:24:49,322 - Train: 15.29% [191300/1251000] [152.9/1000.0] [batch_t 0.222 (0.231)] [data_t 0.010] [optim_t 0.212] [lr 0.002832] [CE 4.563 (4.515)] [KD 4.543 (4.919)] 2024-10-12 09:25:00,432 - Train: 15.30% [191350/1251000] [153.0/1000.0] [batch_t 0.223 (0.222)] [data_t 0.008] [optim_t 0.215] [lr 0.002832] [CE 4.442 (4.499)] [KD 4.949 (4.830)] 2024-10-12 09:25:11,919 - Train: 15.30% [191400/1251000] [153.0/1000.0] [batch_t 0.200 (0.230)] [data_t 0.008] [optim_t 0.192] [lr 0.002832] [CE 4.436 (4.581)] [KD 5.010 (4.922)] 2024-10-12 09:25:12,523 - ==> Total time: 12:47:05 Eta: 2 days, 22:46:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:25:27,027 - Train: 15.30% [191450/1251000] [153.0/1000.0] [batch_t 0.426 (0.249)] [data_t 0.006] [optim_t 0.420] [lr 0.002832] [CE 4.380 (4.504)] [KD 4.785 (4.819)] 2024-10-12 09:25:38,843 - Train: 15.31% [191500/1251000] [153.1/1000.0] [batch_t 0.226 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.002832] [CE 4.780 (4.580)] [KD 5.016 (4.789)] 2024-10-12 09:25:50,316 - Train: 15.31% [191550/1251000] [153.1/1000.0] [batch_t 0.219 (0.229)] [data_t 0.008] [optim_t 0.211] [lr 0.002831] [CE 4.280 (4.445)] [KD 4.560 (4.822)] 2024-10-12 09:26:01,638 - Train: 15.32% [191600/1251000] [153.2/1000.0] [batch_t 0.229 (0.226)] [data_t 0.007] [optim_t 0.222] [lr 0.002831] [CE 4.408 (4.549)] [KD 4.851 (4.880)] 2024-10-12 09:26:13,352 - Train: 15.32% [191650/1251000] [153.2/1000.0] [batch_t 0.217 (0.234)] [data_t 0.009] [optim_t 0.208] [lr 0.002831] [CE 4.172 (4.485)] [KD 4.557 (4.810)] 2024-10-12 09:26:24,645 - Train: 15.32% [191700/1251000] [153.2/1000.0] [batch_t 0.229 (0.226)] [data_t 0.010] [optim_t 0.219] [lr 0.002831] [CE 4.947 (4.620)] [KD 4.857 (4.956)] 2024-10-12 09:26:35,903 - Train: 15.33% [191750/1251000] [153.3/1000.0] [batch_t 0.217 (0.225)] [data_t 0.007] [optim_t 0.210] [lr 0.002831] [CE 4.821 (4.510)] [KD 4.914 (4.855)] 2024-10-12 09:26:47,352 - Train: 15.33% [191800/1251000] [153.3/1000.0] [batch_t 0.213 (0.229)] [data_t 0.008] [optim_t 0.204] [lr 0.002831] [CE 4.233 (4.546)] [KD 4.736 (4.851)] 2024-10-12 09:26:58,910 - Train: 15.34% [191850/1251000] [153.4/1000.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.002831] [CE 4.997 (4.525)] [KD 5.218 (4.924)] 2024-10-12 09:27:10,374 - Train: 15.34% [191900/1251000] [153.4/1000.0] [batch_t 0.219 (0.229)] [data_t 0.007] [optim_t 0.212] [lr 0.002831] [CE 4.437 (4.534)] [KD 5.155 (5.017)] 2024-10-12 09:27:21,812 - Train: 15.34% [191950/1251000] [153.4/1000.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002831] [CE 4.712 (4.570)] [KD 4.940 (4.892)] 2024-10-12 09:27:33,486 - Train: 15.35% [192000/1251000] [153.5/1000.0] [batch_t 0.216 (0.233)] [data_t 0.010] [optim_t 0.207] [lr 0.002831] [CE 5.150 (4.550)] [KD 5.329 (4.902)] 2024-10-12 09:27:44,733 - Train: 15.35% [192050/1251000] [153.5/1000.0] [batch_t 0.228 (0.225)] [data_t 0.008] [optim_t 0.221] [lr 0.002831] [CE 3.976 (4.541)] [KD 4.524 (4.873)] 2024-10-12 09:27:55,927 - Train: 15.36% [192100/1251000] [153.6/1000.0] [batch_t 0.220 (0.224)] [data_t 0.006] [optim_t 0.214] [lr 0.002831] [CE 4.446 (4.544)] [KD 4.589 (4.893)] 2024-10-12 09:28:07,515 - Train: 15.36% [192150/1251000] [153.6/1000.0] [batch_t 0.215 (0.232)] [data_t 0.010] [optim_t 0.205] [lr 0.002830] [CE 4.244 (4.498)] [KD 4.894 (4.879)] 2024-10-12 09:28:18,724 - Train: 15.36% [192200/1251000] [153.6/1000.0] [batch_t 0.216 (0.224)] [data_t 0.009] [optim_t 0.207] [lr 0.002830] [CE 4.749 (4.568)] [KD 4.866 (4.951)] 2024-10-12 09:28:30,228 - Train: 15.37% [192250/1251000] [153.7/1000.0] [batch_t 0.230 (0.230)] [data_t 0.007] [optim_t 0.222] [lr 0.002830] [CE 4.105 (4.537)] [KD 4.854 (4.864)] 2024-10-12 09:28:42,011 - Train: 15.37% [192300/1251000] [153.7/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.002830] [CE 4.588 (4.500)] [KD 4.724 (4.871)] 2024-10-12 09:28:53,507 - Train: 15.38% [192350/1251000] [153.8/1000.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.002830] [CE 4.487 (4.481)] [KD 4.696 (4.816)] 2024-10-12 09:29:04,973 - Train: 15.38% [192400/1251000] [153.8/1000.0] [batch_t 0.223 (0.229)] [data_t 0.008] [optim_t 0.215] [lr 0.002830] [CE 4.827 (4.543)] [KD 4.895 (4.921)] 2024-10-12 09:29:16,717 - Train: 15.38% [192450/1251000] [153.8/1000.0] [batch_t 0.229 (0.235)] [data_t 0.008] [optim_t 0.220] [lr 0.002830] [CE 4.365 (4.574)] [KD 4.699 (4.915)] 2024-10-12 09:29:28,134 - Train: 15.39% [192500/1251000] [153.9/1000.0] [batch_t 0.226 (0.228)] [data_t 0.006] [optim_t 0.219] [lr 0.002830] [CE 4.796 (4.570)] [KD 4.958 (4.908)] 2024-10-12 09:29:39,778 - Train: 15.39% [192550/1251000] [153.9/1000.0] [batch_t 0.222 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.002830] [CE 4.666 (4.563)] [KD 4.890 (4.904)] 2024-10-12 09:29:51,592 - Train: 15.40% [192600/1251000] [154.0/1000.0] [batch_t 0.218 (0.236)] [data_t 0.006] [optim_t 0.212] [lr 0.002830] [CE 5.054 (4.474)] [KD 5.194 (4.880)] 2024-10-12 09:30:02,606 - Train: 15.40% [192650/1251000] [154.0/1000.0] [batch_t 0.203 (0.220)] [data_t 0.008] [optim_t 0.195] [lr 0.002830] [CE 4.483 (4.501)] [KD 4.978 (4.861)] 2024-10-12 09:30:03,408 - ==> Total time: 12:51:56 Eta: 2 days, 22:40:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:30:18,983 - Train: 15.40% [192700/1251000] [154.0/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002829] [CE 5.034 (4.543)] [KD 4.749 (4.862)] 2024-10-12 09:30:30,529 - Train: 15.41% [192750/1251000] [154.1/1000.0] [batch_t 0.231 (0.231)] [data_t 0.008] [optim_t 0.223] [lr 0.002829] [CE 4.608 (4.599)] [KD 4.895 (4.986)] 2024-10-12 09:30:42,483 - Train: 15.41% [192800/1251000] [154.1/1000.0] [batch_t 0.226 (0.239)] [data_t 0.006] [optim_t 0.220] [lr 0.002829] [CE 4.164 (4.513)] [KD 4.929 (4.822)] 2024-10-12 09:30:53,626 - Train: 15.42% [192850/1251000] [154.2/1000.0] [batch_t 0.229 (0.223)] [data_t 0.010] [optim_t 0.219] [lr 0.002829] [CE 4.089 (4.547)] [KD 4.752 (4.855)] 2024-10-12 09:31:05,381 - Train: 15.42% [192900/1251000] [154.2/1000.0] [batch_t 0.224 (0.235)] [data_t 0.007] [optim_t 0.217] [lr 0.002829] [CE 4.480 (4.510)] [KD 4.654 (4.874)] 2024-10-12 09:31:17,221 - Train: 15.42% [192950/1251000] [154.2/1000.0] [batch_t 0.227 (0.237)] [data_t 0.006] [optim_t 0.221] [lr 0.002829] [CE 4.117 (4.503)] [KD 4.495 (4.874)] 2024-10-12 09:31:28,444 - Train: 15.43% [193000/1251000] [154.3/1000.0] [batch_t 0.213 (0.224)] [data_t 0.009] [optim_t 0.204] [lr 0.002829] [CE 3.800 (4.516)] [KD 4.623 (4.838)] 2024-10-12 09:31:39,997 - Train: 15.43% [193050/1251000] [154.3/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.002829] [CE 4.283 (4.618)] [KD 4.963 (4.952)] 2024-10-12 09:31:51,659 - Train: 15.44% [193100/1251000] [154.4/1000.0] [batch_t 0.217 (0.233)] [data_t 0.010] [optim_t 0.207] [lr 0.002829] [CE 4.284 (4.600)] [KD 4.794 (5.002)] 2024-10-12 09:32:02,912 - Train: 15.44% [193150/1251000] [154.4/1000.0] [batch_t 0.217 (0.225)] [data_t 0.008] [optim_t 0.209] [lr 0.002829] [CE 4.312 (4.493)] [KD 4.749 (4.789)] 2024-10-12 09:32:14,334 - Train: 15.44% [193200/1251000] [154.4/1000.0] [batch_t 0.226 (0.228)] [data_t 0.010] [optim_t 0.216] [lr 0.002829] [CE 4.768 (4.640)] [KD 4.996 (4.978)] 2024-10-12 09:32:25,786 - Train: 15.45% [193250/1251000] [154.5/1000.0] [batch_t 0.222 (0.229)] [data_t 0.008] [optim_t 0.214] [lr 0.002829] [CE 4.456 (4.611)] [KD 4.904 (4.948)] 2024-10-12 09:32:37,180 - Train: 15.45% [193300/1251000] [154.5/1000.0] [batch_t 0.214 (0.228)] [data_t 0.010] [optim_t 0.205] [lr 0.002828] [CE 4.193 (4.581)] [KD 4.546 (4.955)] 2024-10-12 09:32:48,899 - Train: 15.46% [193350/1251000] [154.6/1000.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.210] [lr 0.002828] [CE 4.438 (4.587)] [KD 4.939 (4.926)] 2024-10-12 09:33:00,584 - Train: 15.46% [193400/1251000] [154.6/1000.0] [batch_t 0.219 (0.234)] [data_t 0.007] [optim_t 0.212] [lr 0.002828] [CE 4.475 (4.537)] [KD 4.811 (4.888)] 2024-10-12 09:33:12,361 - Train: 15.46% [193450/1251000] [154.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.002828] [CE 4.508 (4.471)] [KD 4.961 (4.884)] 2024-10-12 09:33:24,292 - Train: 15.47% [193500/1251000] [154.7/1000.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.002828] [CE 4.931 (4.546)] [KD 5.249 (4.904)] 2024-10-12 09:33:35,748 - Train: 15.47% [193550/1251000] [154.7/1000.0] [batch_t 0.207 (0.229)] [data_t 0.009] [optim_t 0.198] [lr 0.002828] [CE 4.525 (4.559)] [KD 5.029 (4.867)] 2024-10-12 09:33:47,137 - Train: 15.48% [193600/1251000] [154.8/1000.0] [batch_t 0.395 (0.228)] [data_t 0.007] [optim_t 0.387] [lr 0.002828] [CE 5.152 (4.667)] [KD 5.321 (4.960)] 2024-10-12 09:33:58,496 - Train: 15.48% [193650/1251000] [154.8/1000.0] [batch_t 0.215 (0.227)] [data_t 0.009] [optim_t 0.206] [lr 0.002828] [CE 4.361 (4.511)] [KD 4.579 (4.900)] 2024-10-12 09:34:10,159 - Train: 15.48% [193700/1251000] [154.8/1000.0] [batch_t 0.218 (0.233)] [data_t 0.010] [optim_t 0.209] [lr 0.002828] [CE 4.700 (4.602)] [KD 4.915 (4.965)] 2024-10-12 09:34:21,798 - Train: 15.49% [193750/1251000] [154.9/1000.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.002828] [CE 4.467 (4.559)] [KD 4.785 (4.789)] 2024-10-12 09:34:33,740 - Train: 15.49% [193800/1251000] [154.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002828] [CE 4.723 (4.587)] [KD 4.803 (4.894)] 2024-10-12 09:34:45,299 - Train: 15.50% [193850/1251000] [155.0/1000.0] [batch_t 0.220 (0.231)] [data_t 0.010] [optim_t 0.211] [lr 0.002827] [CE 4.543 (4.663)] [KD 5.133 (4.959)] 2024-10-12 09:34:56,831 - Train: 15.50% [193900/1251000] [155.0/1000.0] [batch_t 0.208 (0.230)] [data_t 0.008] [optim_t 0.200] [lr 0.002827] [CE 4.429 (4.574)] [KD 4.702 (4.926)] 2024-10-12 09:35:06,653 - Test (net): 100.00% [50/50] [batch_t 0.329 (0.164)] [top1_cnt 34353] [top5_cnt 44548] [top_all 50000] 2024-10-12 09:35:06,654 - net: 68.706 (89.096) 2024-10-12 09:35:15,315 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.157)] [top1_cnt 37644] [top5_cnt 46181] [top_all 50000] 2024-10-12 09:35:15,315 - net_E: 75.288 (92.362) 2024-10-12 09:35:15,522 - Max [top1: 69.474 (epoch: 145)] [top1-ema: 75.288 (epoch: 155)] 2024-10-12 09:35:15,523 - ==> Total time: 12:57:08 Eta: 2 days, 22:36:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:35:38,152 - Train: 15.50% [193950/1251000] [155.0/1000.0] [batch_t 0.222 (0.236)] [data_t 0.008] [optim_t 0.214] [lr 0.002827] [CE 4.616 (4.515)] [KD 4.876 (4.887)] 2024-10-12 09:35:49,995 - Train: 15.51% [194000/1251000] [155.1/1000.0] [batch_t 0.220 (0.237)] [data_t 0.008] [optim_t 0.211] [lr 0.002827] [CE 4.672 (4.503)] [KD 4.942 (4.834)] 2024-10-12 09:36:01,554 - Train: 15.51% [194050/1251000] [155.1/1000.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.002827] [CE 4.795 (4.534)] [KD 4.773 (4.799)] 2024-10-12 09:36:13,401 - Train: 15.52% [194100/1251000] [155.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.008] [optim_t 0.224] [lr 0.002827] [CE 4.195 (4.498)] [KD 4.831 (4.809)] 2024-10-12 09:36:24,801 - Train: 15.52% [194150/1251000] [155.2/1000.0] [batch_t 0.227 (0.228)] [data_t 0.007] [optim_t 0.220] [lr 0.002827] [CE 4.400 (4.578)] [KD 4.623 (4.923)] 2024-10-12 09:36:36,696 - Train: 15.52% [194200/1251000] [155.2/1000.0] [batch_t 0.212 (0.238)] [data_t 0.006] [optim_t 0.206] [lr 0.002827] [CE 4.454 (4.602)] [KD 4.657 (4.961)] 2024-10-12 09:36:48,034 - Train: 15.53% [194250/1251000] [155.3/1000.0] [batch_t 0.224 (0.227)] [data_t 0.009] [optim_t 0.215] [lr 0.002827] [CE 4.095 (4.547)] [KD 4.812 (4.937)] 2024-10-12 09:36:59,426 - Train: 15.53% [194300/1251000] [155.3/1000.0] [batch_t 0.235 (0.228)] [data_t 0.009] [optim_t 0.226] [lr 0.002827] [CE 4.720 (4.591)] [KD 5.125 (4.969)] 2024-10-12 09:37:11,001 - Train: 15.54% [194350/1251000] [155.4/1000.0] [batch_t 0.223 (0.231)] [data_t 0.007] [optim_t 0.216] [lr 0.002827] [CE 4.207 (4.576)] [KD 4.498 (4.889)] 2024-10-12 09:37:22,956 - Train: 15.54% [194400/1251000] [155.4/1000.0] [batch_t 0.216 (0.239)] [data_t 0.007] [optim_t 0.209] [lr 0.002827] [CE 4.399 (4.559)] [KD 4.741 (4.918)] 2024-10-12 09:37:34,140 - Train: 15.54% [194450/1251000] [155.4/1000.0] [batch_t 0.220 (0.224)] [data_t 0.008] [optim_t 0.211] [lr 0.002826] [CE 4.650 (4.532)] [KD 5.172 (4.818)] 2024-10-12 09:37:45,721 - Train: 15.55% [194500/1251000] [155.5/1000.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.002826] [CE 4.922 (4.510)] [KD 5.165 (4.855)] 2024-10-12 09:37:57,197 - Train: 15.55% [194550/1251000] [155.5/1000.0] [batch_t 0.219 (0.229)] [data_t 0.008] [optim_t 0.211] [lr 0.002826] [CE 4.625 (4.557)] [KD 5.146 (4.878)] 2024-10-12 09:38:08,787 - Train: 15.56% [194600/1251000] [155.6/1000.0] [batch_t 0.511 (0.232)] [data_t 0.006] [optim_t 0.505] [lr 0.002826] [CE 4.884 (4.543)] [KD 4.841 (4.873)] 2024-10-12 09:38:20,213 - Train: 15.56% [194650/1251000] [155.6/1000.0] [batch_t 0.231 (0.228)] [data_t 0.008] [optim_t 0.222] [lr 0.002826] [CE 5.026 (4.502)] [KD 5.255 (4.809)] 2024-10-12 09:38:32,082 - Train: 15.56% [194700/1251000] [155.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002826] [CE 4.755 (4.526)] [KD 5.124 (4.900)] 2024-10-12 09:38:43,752 - Train: 15.57% [194750/1251000] [155.7/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.002826] [CE 4.485 (4.488)] [KD 5.079 (4.885)] 2024-10-12 09:38:55,130 - Train: 15.57% [194800/1251000] [155.7/1000.0] [batch_t 0.223 (0.227)] [data_t 0.007] [optim_t 0.216] [lr 0.002826] [CE 4.755 (4.557)] [KD 5.028 (4.903)] 2024-10-12 09:39:06,686 - Train: 15.58% [194850/1251000] [155.8/1000.0] [batch_t 0.243 (0.231)] [data_t 0.007] [optim_t 0.236] [lr 0.002826] [CE 4.614 (4.490)] [KD 4.912 (4.879)] 2024-10-12 09:39:18,481 - Train: 15.58% [194900/1251000] [155.8/1000.0] [batch_t 0.219 (0.236)] [data_t 0.008] [optim_t 0.211] [lr 0.002826] [CE 4.405 (4.528)] [KD 4.766 (4.820)] 2024-10-12 09:39:30,167 - Train: 15.58% [194950/1251000] [155.8/1000.0] [batch_t 0.232 (0.234)] [data_t 0.007] [optim_t 0.225] [lr 0.002826] [CE 4.313 (4.624)] [KD 4.872 (4.922)] 2024-10-12 09:39:41,864 - Train: 15.59% [195000/1251000] [155.9/1000.0] [batch_t 0.229 (0.234)] [data_t 0.008] [optim_t 0.221] [lr 0.002825] [CE 4.597 (4.570)] [KD 4.899 (4.920)] 2024-10-12 09:39:53,957 - Train: 15.59% [195050/1251000] [155.9/1000.0] [batch_t 0.215 (0.242)] [data_t 0.007] [optim_t 0.208] [lr 0.002825] [CE 4.131 (4.505)] [KD 4.390 (4.869)] 2024-10-12 09:40:05,510 - Train: 15.60% [195100/1251000] [156.0/1000.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.002825] [CE 4.943 (4.572)] [KD 5.390 (4.958)] 2024-10-12 09:40:17,022 - Train: 15.60% [195150/1251000] [156.0/1000.0] [batch_t 0.215 (0.230)] [data_t 0.007] [optim_t 0.208] [lr 0.002825] [CE 4.755 (4.460)] [KD 4.937 (4.883)] 2024-10-12 09:40:18,329 - ==> Total time: 13:02:11 Eta: 2 days, 22:31:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:40:31,913 - Train: 15.60% [195200/1251000] [156.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.002825] [CE 4.543 (4.547)] [KD 4.946 (4.863)] 2024-10-12 09:40:44,015 - Train: 15.61% [195250/1251000] [156.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002825] [CE 4.555 (4.547)] [KD 5.036 (4.983)] 2024-10-12 09:40:55,316 - Train: 15.61% [195300/1251000] [156.1/1000.0] [batch_t 0.229 (0.226)] [data_t 0.006] [optim_t 0.223] [lr 0.002825] [CE 4.845 (4.574)] [KD 5.158 (4.965)] 2024-10-12 09:41:07,316 - Train: 15.62% [195350/1251000] [156.2/1000.0] [batch_t 0.224 (0.240)] [data_t 0.006] [optim_t 0.218] [lr 0.002825] [CE 4.772 (4.530)] [KD 4.907 (4.925)] 2024-10-12 09:41:19,120 - Train: 15.62% [195400/1251000] [156.2/1000.0] [batch_t 0.220 (0.236)] [data_t 0.007] [optim_t 0.213] [lr 0.002825] [CE 4.888 (4.565)] [KD 5.220 (4.922)] 2024-10-12 09:41:30,615 - Train: 15.62% [195450/1251000] [156.2/1000.0] [batch_t 0.227 (0.230)] [data_t 0.006] [optim_t 0.221] [lr 0.002825] [CE 4.969 (4.562)] [KD 4.996 (4.894)] 2024-10-12 09:41:42,172 - Train: 15.63% [195500/1251000] [156.3/1000.0] [batch_t 0.229 (0.231)] [data_t 0.007] [optim_t 0.222] [lr 0.002825] [CE 4.754 (4.580)] [KD 5.136 (4.895)] 2024-10-12 09:41:54,106 - Train: 15.63% [195550/1251000] [156.3/1000.0] [batch_t 0.214 (0.238)] [data_t 0.008] [optim_t 0.206] [lr 0.002825] [CE 4.673 (4.550)] [KD 5.042 (4.895)] 2024-10-12 09:42:05,382 - Train: 15.64% [195600/1251000] [156.4/1000.0] [batch_t 0.218 (0.225)] [data_t 0.008] [optim_t 0.209] [lr 0.002824] [CE 4.450 (4.511)] [KD 4.906 (4.874)] 2024-10-12 09:42:17,102 - Train: 15.64% [195650/1251000] [156.4/1000.0] [batch_t 0.227 (0.234)] [data_t 0.007] [optim_t 0.220] [lr 0.002824] [CE 4.300 (4.545)] [KD 4.833 (4.856)] 2024-10-12 09:42:28,860 - Train: 15.64% [195700/1251000] [156.4/1000.0] [batch_t 0.221 (0.235)] [data_t 0.010] [optim_t 0.211] [lr 0.002824] [CE 4.290 (4.532)] [KD 4.805 (4.890)] 2024-10-12 09:42:40,263 - Train: 15.65% [195750/1251000] [156.5/1000.0] [batch_t 0.235 (0.228)] [data_t 0.010] [optim_t 0.225] [lr 0.002824] [CE 4.785 (4.554)] [KD 4.921 (4.861)] 2024-10-12 09:42:51,420 - Train: 15.65% [195800/1251000] [156.5/1000.0] [batch_t 0.219 (0.223)] [data_t 0.008] [optim_t 0.211] [lr 0.002824] [CE 4.410 (4.571)] [KD 4.509 (4.926)] 2024-10-12 09:43:03,191 - Train: 15.66% [195850/1251000] [156.6/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.002824] [CE 4.389 (4.539)] [KD 4.998 (4.932)] 2024-10-12 09:43:14,188 - Train: 15.66% [195900/1251000] [156.6/1000.0] [batch_t 0.218 (0.220)] [data_t 0.007] [optim_t 0.211] [lr 0.002824] [CE 4.360 (4.557)] [KD 4.945 (4.835)] 2024-10-12 09:43:25,823 - Train: 15.66% [195950/1251000] [156.6/1000.0] [batch_t 0.215 (0.232)] [data_t 0.009] [optim_t 0.206] [lr 0.002824] [CE 5.130 (4.544)] [KD 5.361 (4.899)] 2024-10-12 09:43:37,699 - Train: 15.67% [196000/1251000] [156.7/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.213] [lr 0.002824] [CE 4.254 (4.543)] [KD 4.441 (4.911)] 2024-10-12 09:43:48,950 - Train: 15.67% [196050/1251000] [156.7/1000.0] [batch_t 0.243 (0.225)] [data_t 0.009] [optim_t 0.234] [lr 0.002824] [CE 4.286 (4.589)] [KD 4.636 (4.852)] 2024-10-12 09:44:00,333 - Train: 15.68% [196100/1251000] [156.8/1000.0] [batch_t 0.234 (0.227)] [data_t 0.007] [optim_t 0.227] [lr 0.002824] [CE 4.272 (4.549)] [KD 4.906 (4.831)] 2024-10-12 09:44:12,126 - Train: 15.68% [196150/1251000] [156.8/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.002823] [CE 4.657 (4.499)] [KD 4.880 (4.855)] 2024-10-12 09:44:23,722 - Train: 15.68% [196200/1251000] [156.8/1000.0] [batch_t 0.231 (0.232)] [data_t 0.007] [optim_t 0.224] [lr 0.002823] [CE 4.614 (4.572)] [KD 5.258 (4.905)] 2024-10-12 09:44:35,275 - Train: 15.69% [196250/1251000] [156.9/1000.0] [batch_t 0.228 (0.231)] [data_t 0.007] [optim_t 0.221] [lr 0.002823] [CE 4.614 (4.496)] [KD 5.217 (4.821)] 2024-10-12 09:44:46,990 - Train: 15.69% [196300/1251000] [156.9/1000.0] [batch_t 0.215 (0.234)] [data_t 0.009] [optim_t 0.205] [lr 0.002823] [CE 4.932 (4.630)] [KD 4.896 (4.944)] 2024-10-12 09:44:58,599 - Train: 15.70% [196350/1251000] [157.0/1000.0] [batch_t 0.221 (0.232)] [data_t 0.008] [optim_t 0.213] [lr 0.002823] [CE 4.123 (4.507)] [KD 4.512 (4.838)] 2024-10-12 09:45:10,239 - Train: 15.70% [196400/1251000] [157.0/1000.0] [batch_t 0.212 (0.233)] [data_t 0.007] [optim_t 0.204] [lr 0.002823] [CE 4.374 (4.500)] [KD 4.788 (4.854)] 2024-10-12 09:45:11,730 - ==> Total time: 13:07:04 Eta: 2 days, 22:26:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:45:25,377 - Train: 15.70% [196450/1251000] [157.0/1000.0] [batch_t 0.220 (0.249)] [data_t 0.009] [optim_t 0.211] [lr 0.002823] [CE 4.472 (4.466)] [KD 4.649 (4.907)] 2024-10-12 09:45:36,738 - Train: 15.71% [196500/1251000] [157.1/1000.0] [batch_t 0.223 (0.227)] [data_t 0.009] [optim_t 0.215] [lr 0.002823] [CE 4.102 (4.506)] [KD 4.800 (4.929)] 2024-10-12 09:45:48,391 - Train: 15.71% [196550/1251000] [157.1/1000.0] [batch_t 0.223 (0.233)] [data_t 0.010] [optim_t 0.213] [lr 0.002823] [CE 4.520 (4.580)] [KD 4.775 (4.890)] 2024-10-12 09:45:59,974 - Train: 15.72% [196600/1251000] [157.2/1000.0] [batch_t 0.214 (0.232)] [data_t 0.010] [optim_t 0.205] [lr 0.002823] [CE 4.476 (4.572)] [KD 4.849 (4.889)] 2024-10-12 09:46:11,518 - Train: 15.72% [196650/1251000] [157.2/1000.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.002823] [CE 4.625 (4.527)] [KD 4.796 (4.784)] 2024-10-12 09:46:23,046 - Train: 15.72% [196700/1251000] [157.2/1000.0] [batch_t 0.218 (0.230)] [data_t 0.009] [optim_t 0.208] [lr 0.002822] [CE 4.764 (4.542)] [KD 4.803 (4.857)] 2024-10-12 09:46:34,287 - Train: 15.73% [196750/1251000] [157.3/1000.0] [batch_t 0.216 (0.225)] [data_t 0.007] [optim_t 0.209] [lr 0.002822] [CE 4.864 (4.523)] [KD 5.163 (4.921)] 2024-10-12 09:46:45,760 - Train: 15.73% [196800/1251000] [157.3/1000.0] [batch_t 0.237 (0.229)] [data_t 0.010] [optim_t 0.227] [lr 0.002822] [CE 4.481 (4.447)] [KD 4.651 (4.922)] 2024-10-12 09:46:57,883 - Train: 15.74% [196850/1251000] [157.4/1000.0] [batch_t 0.221 (0.242)] [data_t 0.010] [optim_t 0.212] [lr 0.002822] [CE 4.463 (4.521)] [KD 4.621 (4.839)] 2024-10-12 09:47:09,197 - Train: 15.74% [196900/1251000] [157.4/1000.0] [batch_t 0.227 (0.226)] [data_t 0.007] [optim_t 0.220] [lr 0.002822] [CE 4.593 (4.508)] [KD 5.051 (4.862)] 2024-10-12 09:47:20,514 - Train: 15.74% [196950/1251000] [157.4/1000.0] [batch_t 0.230 (0.226)] [data_t 0.006] [optim_t 0.224] [lr 0.002822] [CE 4.387 (4.499)] [KD 4.519 (4.771)] 2024-10-12 09:47:32,674 - Train: 15.75% [197000/1251000] [157.5/1000.0] [batch_t 0.242 (0.243)] [data_t 0.010] [optim_t 0.232] [lr 0.002822] [CE 4.326 (4.531)] [KD 4.852 (4.972)] 2024-10-12 09:47:44,928 - Train: 15.75% [197050/1251000] [157.5/1000.0] [batch_t 0.247 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.002822] [CE 5.105 (4.584)] [KD 5.221 (4.882)] 2024-10-12 09:47:56,199 - Train: 15.76% [197100/1251000] [157.6/1000.0] [batch_t 0.212 (0.225)] [data_t 0.008] [optim_t 0.204] [lr 0.002822] [CE 4.930 (4.582)] [KD 5.211 (4.932)] 2024-10-12 09:48:08,164 - Train: 15.76% [197150/1251000] [157.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.002822] [CE 4.505 (4.503)] [KD 5.017 (4.913)] 2024-10-12 09:48:20,075 - Train: 15.76% [197200/1251000] [157.6/1000.0] [batch_t 0.222 (0.238)] [data_t 0.008] [optim_t 0.214] [lr 0.002822] [CE 5.023 (4.542)] [KD 5.034 (4.897)] 2024-10-12 09:48:31,747 - Train: 15.77% [197250/1251000] [157.7/1000.0] [batch_t 0.243 (0.233)] [data_t 0.006] [optim_t 0.237] [lr 0.002822] [CE 4.596 (4.635)] [KD 5.005 (5.006)] 2024-10-12 09:48:43,521 - Train: 15.77% [197300/1251000] [157.7/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.002821] [CE 4.709 (4.428)] [KD 5.046 (4.848)] 2024-10-12 09:48:54,766 - Train: 15.78% [197350/1251000] [157.8/1000.0] [batch_t 0.234 (0.225)] [data_t 0.010] [optim_t 0.224] [lr 0.002821] [CE 4.493 (4.550)] [KD 5.015 (4.963)] 2024-10-12 09:49:06,536 - Train: 15.78% [197400/1251000] [157.8/1000.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.213] [lr 0.002821] [CE 4.254 (4.556)] [KD 4.880 (4.911)] 2024-10-12 09:49:18,928 - Train: 15.78% [197450/1251000] [157.8/1000.0] [batch_t 0.230 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.002821] [CE 4.458 (4.507)] [KD 5.011 (4.797)] 2024-10-12 09:49:30,517 - Train: 15.79% [197500/1251000] [157.9/1000.0] [batch_t 0.228 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.002821] [CE 4.609 (4.567)] [KD 5.212 (4.869)] 2024-10-12 09:49:41,879 - Train: 15.79% [197550/1251000] [157.9/1000.0] [batch_t 0.232 (0.227)] [data_t 0.007] [optim_t 0.225] [lr 0.002821] [CE 4.323 (4.496)] [KD 4.788 (4.882)] 2024-10-12 09:49:53,671 - Train: 15.80% [197600/1251000] [158.0/1000.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.002821] [CE 4.965 (4.518)] [KD 5.119 (4.868)] 2024-10-12 09:50:05,116 - Train: 15.80% [197650/1251000] [158.0/1000.0] [batch_t 0.205 (0.229)] [data_t 0.006] [optim_t 0.199] [lr 0.002821] [CE 4.546 (4.510)] [KD 4.888 (4.799)] 2024-10-12 09:50:06,787 - ==> Total time: 13:11:59 Eta: 2 days, 22:20:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:50:19,714 - Train: 15.80% [197700/1251000] [158.0/1000.0] [batch_t 0.230 (0.246)] [data_t 0.010] [optim_t 0.220] [lr 0.002821] [CE 4.809 (4.570)] [KD 4.959 (4.811)] 2024-10-12 09:50:31,771 - Train: 15.81% [197750/1251000] [158.1/1000.0] [batch_t 0.222 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.002821] [CE 5.151 (4.491)] [KD 4.940 (4.754)] 2024-10-12 09:50:43,592 - Train: 15.81% [197800/1251000] [158.1/1000.0] [batch_t 0.229 (0.236)] [data_t 0.010] [optim_t 0.219] [lr 0.002821] [CE 4.620 (4.537)] [KD 4.995 (4.802)] 2024-10-12 09:50:55,202 - Train: 15.82% [197850/1251000] [158.2/1000.0] [batch_t 0.219 (0.232)] [data_t 0.011] [optim_t 0.209] [lr 0.002820] [CE 5.063 (4.447)] [KD 5.101 (4.797)] 2024-10-12 09:51:06,554 - Train: 15.82% [197900/1251000] [158.2/1000.0] [batch_t 0.232 (0.227)] [data_t 0.008] [optim_t 0.224] [lr 0.002820] [CE 4.555 (4.471)] [KD 5.145 (4.770)] 2024-10-12 09:51:18,342 - Train: 15.82% [197950/1251000] [158.2/1000.0] [batch_t 0.226 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.002820] [CE 4.746 (4.585)] [KD 4.707 (4.871)] 2024-10-12 09:51:30,192 - Train: 15.83% [198000/1251000] [158.3/1000.0] [batch_t 0.220 (0.237)] [data_t 0.007] [optim_t 0.214] [lr 0.002820] [CE 4.555 (4.528)] [KD 4.809 (4.816)] 2024-10-12 09:51:42,311 - Train: 15.83% [198050/1251000] [158.3/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.002820] [CE 4.957 (4.549)] [KD 5.055 (4.874)] 2024-10-12 09:51:53,616 - Train: 15.84% [198100/1251000] [158.4/1000.0] [batch_t 0.230 (0.226)] [data_t 0.008] [optim_t 0.222] [lr 0.002820] [CE 4.779 (4.555)] [KD 4.999 (4.903)] 2024-10-12 09:52:05,217 - Train: 15.84% [198150/1251000] [158.4/1000.0] [batch_t 0.236 (0.232)] [data_t 0.007] [optim_t 0.229] [lr 0.002820] [CE 4.700 (4.540)] [KD 4.889 (4.864)] 2024-10-12 09:52:16,963 - Train: 15.84% [198200/1251000] [158.4/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.002820] [CE 4.566 (4.492)] [KD 5.014 (4.865)] 2024-10-12 09:52:28,699 - Train: 15.85% [198250/1251000] [158.5/1000.0] [batch_t 0.221 (0.234)] [data_t 0.007] [optim_t 0.214] [lr 0.002820] [CE 4.553 (4.599)] [KD 4.947 (4.932)] 2024-10-12 09:52:40,093 - Train: 15.85% [198300/1251000] [158.5/1000.0] [batch_t 0.217 (0.228)] [data_t 0.007] [optim_t 0.210] [lr 0.002820] [CE 4.800 (4.543)] [KD 4.785 (4.952)] 2024-10-12 09:52:51,559 - Train: 15.86% [198350/1251000] [158.6/1000.0] [batch_t 0.213 (0.229)] [data_t 0.007] [optim_t 0.206] [lr 0.002820] [CE 4.287 (4.525)] [KD 4.658 (4.879)] 2024-10-12 09:53:03,477 - Train: 15.86% [198400/1251000] [158.6/1000.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.002819] [CE 4.373 (4.462)] [KD 4.699 (4.820)] 2024-10-12 09:53:15,103 - Train: 15.86% [198450/1251000] [158.6/1000.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.002819] [CE 4.142 (4.535)] [KD 4.676 (4.893)] 2024-10-12 09:53:26,480 - Train: 15.87% [198500/1251000] [158.7/1000.0] [batch_t 0.224 (0.227)] [data_t 0.007] [optim_t 0.217] [lr 0.002819] [CE 4.595 (4.531)] [KD 4.715 (4.927)] 2024-10-12 09:53:38,210 - Train: 15.87% [198550/1251000] [158.7/1000.0] [batch_t 0.211 (0.234)] [data_t 0.006] [optim_t 0.205] [lr 0.002819] [CE 4.435 (4.554)] [KD 5.073 (4.997)] 2024-10-12 09:53:50,117 - Train: 15.88% [198600/1251000] [158.8/1000.0] [batch_t 0.213 (0.238)] [data_t 0.007] [optim_t 0.206] [lr 0.002819] [CE 4.678 (4.592)] [KD 4.665 (4.936)] 2024-10-12 09:54:01,569 - Train: 15.88% [198650/1251000] [158.8/1000.0] [batch_t 0.222 (0.229)] [data_t 0.008] [optim_t 0.214] [lr 0.002819] [CE 3.940 (4.573)] [KD 4.617 (4.910)] 2024-10-12 09:54:13,318 - Train: 15.88% [198700/1251000] [158.8/1000.0] [batch_t 0.222 (0.235)] [data_t 0.007] [optim_t 0.216] [lr 0.002819] [CE 4.512 (4.559)] [KD 4.831 (4.849)] 2024-10-12 09:54:24,841 - Train: 15.89% [198750/1251000] [158.9/1000.0] [batch_t 0.216 (0.230)] [data_t 0.006] [optim_t 0.210] [lr 0.002819] [CE 4.261 (4.608)] [KD 4.981 (4.927)] 2024-10-12 09:54:36,816 - Train: 15.89% [198800/1251000] [158.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002819] [CE 4.618 (4.541)] [KD 4.809 (4.870)] 2024-10-12 09:54:48,574 - Train: 15.90% [198850/1251000] [159.0/1000.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.002819] [CE 4.821 (4.530)] [KD 5.299 (4.854)] 2024-10-12 09:54:59,927 - Train: 15.90% [198900/1251000] [159.0/1000.0] [batch_t 0.208 (0.227)] [data_t 0.006] [optim_t 0.203] [lr 0.002819] [CE 4.464 (4.545)] [KD 4.793 (4.863)] 2024-10-12 09:55:01,828 - ==> Total time: 13:16:54 Eta: 2 days, 22:15:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 09:55:15,811 - Train: 15.90% [198950/1251000] [159.0/1000.0] [batch_t 0.246 (0.240)] [data_t 0.010] [optim_t 0.236] [lr 0.002818] [CE 4.963 (4.537)] [KD 5.052 (4.831)] 2024-10-12 09:55:27,602 - Train: 15.91% [199000/1251000] [159.1/1000.0] [batch_t 0.209 (0.236)] [data_t 0.006] [optim_t 0.203] [lr 0.002818] [CE 4.694 (4.563)] [KD 4.720 (4.868)] 2024-10-12 09:55:39,354 - Train: 15.91% [199050/1251000] [159.1/1000.0] [batch_t 0.221 (0.235)] [data_t 0.010] [optim_t 0.211] [lr 0.002818] [CE 4.800 (4.594)] [KD 4.991 (4.936)] 2024-10-12 09:55:50,534 - Train: 15.92% [199100/1251000] [159.2/1000.0] [batch_t 0.210 (0.223)] [data_t 0.009] [optim_t 0.201] [lr 0.002818] [CE 4.732 (4.580)] [KD 4.950 (4.933)] 2024-10-12 09:56:01,967 - Train: 15.92% [199150/1251000] [159.2/1000.0] [batch_t 0.213 (0.228)] [data_t 0.008] [optim_t 0.205] [lr 0.002818] [CE 4.322 (4.575)] [KD 4.814 (4.854)] 2024-10-12 09:56:13,421 - Train: 15.92% [199200/1251000] [159.2/1000.0] [batch_t 0.224 (0.229)] [data_t 0.009] [optim_t 0.214] [lr 0.002818] [CE 4.945 (4.629)] [KD 5.095 (4.909)] 2024-10-12 09:56:24,870 - Train: 15.93% [199250/1251000] [159.3/1000.0] [batch_t 0.455 (0.229)] [data_t 0.007] [optim_t 0.448] [lr 0.002818] [CE 4.853 (4.552)] [KD 4.941 (4.912)] 2024-10-12 09:56:36,681 - Train: 15.93% [199300/1251000] [159.3/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.002818] [CE 4.493 (4.524)] [KD 4.989 (4.867)] 2024-10-12 09:56:48,266 - Train: 15.94% [199350/1251000] [159.4/1000.0] [batch_t 0.218 (0.232)] [data_t 0.010] [optim_t 0.209] [lr 0.002818] [CE 4.037 (4.534)] [KD 4.771 (4.865)] 2024-10-12 09:56:59,431 - Train: 15.94% [199400/1251000] [159.4/1000.0] [batch_t 0.244 (0.223)] [data_t 0.008] [optim_t 0.236] [lr 0.002818] [CE 4.662 (4.451)] [KD 4.699 (4.721)] 2024-10-12 09:57:10,970 - Train: 15.94% [199450/1251000] [159.4/1000.0] [batch_t 0.221 (0.231)] [data_t 0.008] [optim_t 0.213] [lr 0.002818] [CE 4.665 (4.578)] [KD 4.976 (4.915)] 2024-10-12 09:57:22,431 - Train: 15.95% [199500/1251000] [159.5/1000.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002818] [CE 4.546 (4.510)] [KD 4.761 (4.812)] 2024-10-12 09:57:33,888 - Train: 15.95% [199550/1251000] [159.5/1000.0] [batch_t 0.226 (0.229)] [data_t 0.007] [optim_t 0.219] [lr 0.002817] [CE 4.607 (4.558)] [KD 5.047 (4.863)] 2024-10-12 09:57:45,821 - Train: 15.96% [199600/1251000] [159.6/1000.0] [batch_t 0.226 (0.239)] [data_t 0.010] [optim_t 0.216] [lr 0.002817] [CE 4.842 (4.530)] [KD 4.852 (4.934)] 2024-10-12 09:57:57,063 - Train: 15.96% [199650/1251000] [159.6/1000.0] [batch_t 0.220 (0.225)] [data_t 0.010] [optim_t 0.211] [lr 0.002817] [CE 4.578 (4.457)] [KD 4.799 (4.842)] 2024-10-12 09:58:08,720 - Train: 15.96% [199700/1251000] [159.6/1000.0] [batch_t 0.239 (0.233)] [data_t 0.006] [optim_t 0.233] [lr 0.002817] [CE 5.370 (4.508)] [KD 5.399 (4.857)] 2024-10-12 09:58:20,446 - Train: 15.97% [199750/1251000] [159.7/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.002817] [CE 5.003 (4.549)] [KD 5.293 (4.925)] 2024-10-12 09:58:32,056 - Train: 15.97% [199800/1251000] [159.7/1000.0] [batch_t 0.229 (0.232)] [data_t 0.008] [optim_t 0.221] [lr 0.002817] [CE 4.668 (4.491)] [KD 4.714 (4.892)] 2024-10-12 09:58:43,676 - Train: 15.98% [199850/1251000] [159.8/1000.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002817] [CE 4.654 (4.549)] [KD 4.870 (5.015)] 2024-10-12 09:58:55,709 - Train: 15.98% [199900/1251000] [159.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.010] [optim_t 0.223] [lr 0.002817] [CE 4.333 (4.495)] [KD 4.681 (4.817)] 2024-10-12 09:59:07,061 - Train: 15.98% [199950/1251000] [159.8/1000.0] [batch_t 0.217 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.002817] [CE 4.540 (4.504)] [KD 4.915 (4.882)] 2024-10-12 09:59:18,479 - Train: 15.99% [200000/1251000] [159.9/1000.0] [batch_t 0.259 (0.228)] [data_t 0.007] [optim_t 0.252] [lr 0.002817] [CE 4.898 (4.604)] [KD 4.950 (4.886)] 2024-10-12 09:59:30,235 - Train: 15.99% [200050/1251000] [159.9/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.002817] [CE 4.792 (4.495)] [KD 5.200 (4.893)] 2024-10-12 09:59:42,226 - Train: 16.00% [200100/1251000] [160.0/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.002816] [CE 4.020 (4.534)] [KD 4.801 (4.968)] 2024-10-12 09:59:53,433 - Train: 16.00% [200150/1251000] [160.0/1000.0] [batch_t 0.204 (0.224)] [data_t 0.007] [optim_t 0.198] [lr 0.002816] [CE 4.618 (4.594)] [KD 4.988 (4.965)] 2024-10-12 10:00:04,380 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 34481] [top5_cnt 44519] [top_all 50000] 2024-10-12 10:00:04,381 - net: 68.962 (89.038) 2024-10-12 10:00:13,148 - Test (net_E): 100.00% [50/50] [batch_t 0.313 (0.159)] [top1_cnt 37632] [top5_cnt 46198] [top_all 50000] 2024-10-12 10:00:13,149 - net_E: 75.264 (92.396) 2024-10-12 10:00:13,365 - Max [top1: 69.474 (epoch: 145)] [top1-ema: 75.288 (epoch: 155)] 2024-10-12 10:00:13,365 - ==> Total time: 13:22:06 Eta: 2 days, 22:11:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:00:26,234 - Train: 16.00% [200200/1251000] [160.0/1000.0] [batch_t 0.234 (0.250)] [data_t 0.007] [optim_t 0.227] [lr 0.002816] [CE 4.551 (4.604)] [KD 4.865 (4.913)] 2024-10-12 10:00:38,021 - Train: 16.01% [200250/1251000] [160.1/1000.0] [batch_t 0.224 (0.236)] [data_t 0.006] [optim_t 0.218] [lr 0.002816] [CE 4.447 (4.579)] [KD 4.807 (4.879)] 2024-10-12 10:00:49,804 - Train: 16.01% [200300/1251000] [160.1/1000.0] [batch_t 0.236 (0.235)] [data_t 0.006] [optim_t 0.230] [lr 0.002816] [CE 4.122 (4.500)] [KD 4.734 (4.796)] 2024-10-12 10:01:01,191 - Train: 16.02% [200350/1251000] [160.2/1000.0] [batch_t 0.218 (0.228)] [data_t 0.009] [optim_t 0.209] [lr 0.002816] [CE 4.311 (4.556)] [KD 4.548 (4.829)] 2024-10-12 10:01:12,815 - Train: 16.02% [200400/1251000] [160.2/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002816] [CE 4.578 (4.547)] [KD 4.967 (4.828)] 2024-10-12 10:01:24,699 - Train: 16.02% [200450/1251000] [160.2/1000.0] [batch_t 0.222 (0.238)] [data_t 0.006] [optim_t 0.216] [lr 0.002816] [CE 4.490 (4.492)] [KD 5.221 (4.828)] 2024-10-12 10:01:36,126 - Train: 16.03% [200500/1251000] [160.3/1000.0] [batch_t 0.242 (0.228)] [data_t 0.009] [optim_t 0.233] [lr 0.002816] [CE 4.492 (4.536)] [KD 4.914 (4.822)] 2024-10-12 10:01:47,616 - Train: 16.03% [200550/1251000] [160.3/1000.0] [batch_t 0.226 (0.230)] [data_t 0.006] [optim_t 0.220] [lr 0.002816] [CE 4.590 (4.559)] [KD 4.929 (4.749)] 2024-10-12 10:01:59,280 - Train: 16.04% [200600/1251000] [160.4/1000.0] [batch_t 0.225 (0.233)] [data_t 0.008] [optim_t 0.217] [lr 0.002816] [CE 4.452 (4.524)] [KD 4.937 (4.854)] 2024-10-12 10:02:11,049 - Train: 16.04% [200650/1251000] [160.4/1000.0] [batch_t 0.217 (0.235)] [data_t 0.008] [optim_t 0.210] [lr 0.002815] [CE 4.943 (4.573)] [KD 5.024 (4.979)] 2024-10-12 10:02:22,394 - Train: 16.04% [200700/1251000] [160.4/1000.0] [batch_t 0.215 (0.227)] [data_t 0.010] [optim_t 0.205] [lr 0.002815] [CE 4.331 (4.504)] [KD 4.848 (4.868)] 2024-10-12 10:02:33,917 - Train: 16.05% [200750/1251000] [160.5/1000.0] [batch_t 0.220 (0.230)] [data_t 0.007] [optim_t 0.213] [lr 0.002815] [CE 4.283 (4.589)] [KD 4.775 (4.888)] 2024-10-12 10:02:45,562 - Train: 16.05% [200800/1251000] [160.5/1000.0] [batch_t 0.217 (0.233)] [data_t 0.006] [optim_t 0.211] [lr 0.002815] [CE 4.556 (4.536)] [KD 4.929 (4.931)] 2024-10-12 10:02:56,947 - Train: 16.06% [200850/1251000] [160.6/1000.0] [batch_t 0.225 (0.228)] [data_t 0.009] [optim_t 0.216] [lr 0.002815] [CE 4.314 (4.579)] [KD 4.602 (4.874)] 2024-10-12 10:03:08,417 - Train: 16.06% [200900/1251000] [160.6/1000.0] [batch_t 0.214 (0.229)] [data_t 0.007] [optim_t 0.208] [lr 0.002815] [CE 3.890 (4.558)] [KD 4.572 (4.904)] 2024-10-12 10:03:19,930 - Train: 16.06% [200950/1251000] [160.6/1000.0] [batch_t 0.220 (0.230)] [data_t 0.008] [optim_t 0.212] [lr 0.002815] [CE 4.227 (4.478)] [KD 4.835 (4.861)] 2024-10-12 10:03:31,849 - Train: 16.07% [201000/1251000] [160.7/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.002815] [CE 4.453 (4.642)] [KD 4.708 (4.952)] 2024-10-12 10:03:43,477 - Train: 16.07% [201050/1251000] [160.7/1000.0] [batch_t 0.218 (0.232)] [data_t 0.008] [optim_t 0.210] [lr 0.002815] [CE 4.936 (4.636)] [KD 5.090 (4.974)] 2024-10-12 10:03:54,796 - Train: 16.08% [201100/1251000] [160.8/1000.0] [batch_t 0.230 (0.226)] [data_t 0.008] [optim_t 0.221] [lr 0.002815] [CE 4.587 (4.509)] [KD 4.768 (4.882)] 2024-10-12 10:04:06,017 - Train: 16.08% [201150/1251000] [160.8/1000.0] [batch_t 0.217 (0.224)] [data_t 0.009] [optim_t 0.207] [lr 0.002815] [CE 4.182 (4.605)] [KD 4.707 (4.911)] 2024-10-12 10:04:17,605 - Train: 16.08% [201200/1251000] [160.8/1000.0] [batch_t 0.220 (0.232)] [data_t 0.007] [optim_t 0.213] [lr 0.002814] [CE 4.966 (4.572)] [KD 5.287 (4.958)] 2024-10-12 10:04:29,048 - Train: 16.09% [201250/1251000] [160.9/1000.0] [batch_t 0.227 (0.229)] [data_t 0.007] [optim_t 0.221] [lr 0.002814] [CE 4.807 (4.594)] [KD 4.914 (4.949)] 2024-10-12 10:04:40,771 - Train: 16.09% [201300/1251000] [160.9/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.222] [lr 0.002814] [CE 4.487 (4.468)] [KD 4.880 (4.833)] 2024-10-12 10:04:52,050 - Train: 16.10% [201350/1251000] [161.0/1000.0] [batch_t 0.213 (0.225)] [data_t 0.010] [optim_t 0.203] [lr 0.002814] [CE 4.424 (4.563)] [KD 4.906 (4.857)] 2024-10-12 10:05:03,537 - Train: 16.10% [201400/1251000] [161.0/1000.0] [batch_t 0.200 (0.230)] [data_t 0.009] [optim_t 0.191] [lr 0.002814] [CE 4.479 (4.583)] [KD 4.851 (4.886)] 2024-10-12 10:05:05,731 - ==> Total time: 13:26:58 Eta: 2 days, 22:05:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:05:18,102 - Train: 16.10% [201450/1251000] [161.0/1000.0] [batch_t 0.239 (0.245)] [data_t 0.006] [optim_t 0.233] [lr 0.002814] [CE 4.371 (4.513)] [KD 4.944 (4.891)] 2024-10-12 10:05:29,460 - Train: 16.11% [201500/1251000] [161.1/1000.0] [batch_t 0.226 (0.227)] [data_t 0.009] [optim_t 0.216] [lr 0.002814] [CE 4.697 (4.492)] [KD 4.888 (4.861)] 2024-10-12 10:05:41,130 - Train: 16.11% [201550/1251000] [161.1/1000.0] [batch_t 0.223 (0.233)] [data_t 0.010] [optim_t 0.213] [lr 0.002814] [CE 4.715 (4.562)] [KD 5.008 (4.865)] 2024-10-12 10:05:52,679 - Train: 16.12% [201600/1251000] [161.2/1000.0] [batch_t 0.219 (0.231)] [data_t 0.010] [optim_t 0.210] [lr 0.002814] [CE 4.630 (4.505)] [KD 4.643 (4.809)] 2024-10-12 10:06:04,522 - Train: 16.12% [201650/1251000] [161.2/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.002814] [CE 4.684 (4.524)] [KD 4.711 (4.754)] 2024-10-12 10:06:16,316 - Train: 16.12% [201700/1251000] [161.2/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.002814] [CE 4.600 (4.614)] [KD 4.754 (4.947)] 2024-10-12 10:06:27,941 - Train: 16.13% [201750/1251000] [161.3/1000.0] [batch_t 0.222 (0.232)] [data_t 0.007] [optim_t 0.215] [lr 0.002813] [CE 4.646 (4.554)] [KD 5.285 (4.936)] 2024-10-12 10:06:39,370 - Train: 16.13% [201800/1251000] [161.3/1000.0] [batch_t 0.226 (0.228)] [data_t 0.006] [optim_t 0.220] [lr 0.002813] [CE 4.294 (4.524)] [KD 4.674 (4.844)] 2024-10-12 10:06:50,848 - Train: 16.14% [201850/1251000] [161.4/1000.0] [batch_t 0.228 (0.229)] [data_t 0.006] [optim_t 0.222] [lr 0.002813] [CE 4.257 (4.521)] [KD 4.444 (4.866)] 2024-10-12 10:07:02,802 - Train: 16.14% [201900/1251000] [161.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.008] [optim_t 0.229] [lr 0.002813] [CE 4.403 (4.595)] [KD 4.846 (4.843)] 2024-10-12 10:07:14,745 - Train: 16.14% [201950/1251000] [161.4/1000.0] [batch_t 0.221 (0.239)] [data_t 0.007] [optim_t 0.215] [lr 0.002813] [CE 4.577 (4.479)] [KD 4.782 (4.866)] 2024-10-12 10:07:26,498 - Train: 16.15% [202000/1251000] [161.5/1000.0] [batch_t 0.227 (0.235)] [data_t 0.008] [optim_t 0.219] [lr 0.002813] [CE 4.183 (4.523)] [KD 4.617 (4.804)] 2024-10-12 10:07:38,198 - Train: 16.15% [202050/1251000] [161.5/1000.0] [batch_t 0.215 (0.234)] [data_t 0.007] [optim_t 0.207] [lr 0.002813] [CE 4.386 (4.444)] [KD 4.747 (4.827)] 2024-10-12 10:07:49,517 - Train: 16.16% [202100/1251000] [161.6/1000.0] [batch_t 0.231 (0.226)] [data_t 0.010] [optim_t 0.221] [lr 0.002813] [CE 4.130 (4.547)] [KD 4.641 (4.870)] 2024-10-12 10:08:01,290 - Train: 16.16% [202150/1251000] [161.6/1000.0] [batch_t 0.221 (0.235)] [data_t 0.008] [optim_t 0.213] [lr 0.002813] [CE 4.401 (4.536)] [KD 4.754 (4.820)] 2024-10-12 10:08:12,545 - Train: 16.16% [202200/1251000] [161.6/1000.0] [batch_t 0.220 (0.225)] [data_t 0.009] [optim_t 0.211] [lr 0.002813] [CE 4.267 (4.477)] [KD 4.801 (4.796)] 2024-10-12 10:08:24,165 - Train: 16.17% [202250/1251000] [161.7/1000.0] [batch_t 0.236 (0.232)] [data_t 0.009] [optim_t 0.227] [lr 0.002813] [CE 4.328 (4.539)] [KD 4.767 (4.784)] 2024-10-12 10:08:36,021 - Train: 16.17% [202300/1251000] [161.7/1000.0] [batch_t 0.222 (0.237)] [data_t 0.007] [optim_t 0.215] [lr 0.002812] [CE 4.473 (4.546)] [KD 4.750 (4.914)] 2024-10-12 10:08:47,829 - Train: 16.18% [202350/1251000] [161.8/1000.0] [batch_t 0.218 (0.236)] [data_t 0.007] [optim_t 0.212] [lr 0.002812] [CE 4.635 (4.527)] [KD 5.358 (4.896)] 2024-10-12 10:08:59,065 - Train: 16.18% [202400/1251000] [161.8/1000.0] [batch_t 0.239 (0.225)] [data_t 0.007] [optim_t 0.232] [lr 0.002812] [CE 4.603 (4.511)] [KD 5.192 (4.936)] 2024-10-12 10:09:11,034 - Train: 16.18% [202450/1251000] [161.8/1000.0] [batch_t 0.247 (0.239)] [data_t 0.009] [optim_t 0.237] [lr 0.002812] [CE 4.617 (4.504)] [KD 4.735 (4.851)] 2024-10-12 10:09:22,421 - Train: 16.19% [202500/1251000] [161.9/1000.0] [batch_t 0.220 (0.228)] [data_t 0.008] [optim_t 0.212] [lr 0.002812] [CE 4.331 (4.500)] [KD 4.548 (4.895)] 2024-10-12 10:09:34,308 - Train: 16.19% [202550/1251000] [161.9/1000.0] [batch_t 0.223 (0.238)] [data_t 0.006] [optim_t 0.216] [lr 0.002812] [CE 4.559 (4.548)] [KD 4.790 (4.820)] 2024-10-12 10:09:46,002 - Train: 16.20% [202600/1251000] [162.0/1000.0] [batch_t 0.217 (0.234)] [data_t 0.009] [optim_t 0.208] [lr 0.002812] [CE 4.426 (4.521)] [KD 4.772 (4.863)] 2024-10-12 10:09:57,500 - Train: 16.20% [202650/1251000] [162.0/1000.0] [batch_t 0.204 (0.230)] [data_t 0.008] [optim_t 0.196] [lr 0.002812] [CE 4.535 (4.529)] [KD 4.801 (4.843)] 2024-10-12 10:09:59,964 - ==> Total time: 13:31:52 Eta: 2 days, 21:59:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:10:11,887 - Train: 16.20% [202700/1251000] [162.0/1000.0] [batch_t 0.219 (0.241)] [data_t 0.007] [optim_t 0.211] [lr 0.002812] [CE 4.137 (4.402)] [KD 4.401 (4.708)] 2024-10-12 10:10:23,392 - Train: 16.21% [202750/1251000] [162.1/1000.0] [batch_t 0.225 (0.230)] [data_t 0.010] [optim_t 0.215] [lr 0.002812] [CE 3.836 (4.509)] [KD 4.400 (4.836)] 2024-10-12 10:10:35,054 - Train: 16.21% [202800/1251000] [162.1/1000.0] [batch_t 0.227 (0.233)] [data_t 0.008] [optim_t 0.220] [lr 0.002812] [CE 4.899 (4.589)] [KD 5.001 (4.857)] 2024-10-12 10:10:46,666 - Train: 16.22% [202850/1251000] [162.2/1000.0] [batch_t 0.217 (0.232)] [data_t 0.010] [optim_t 0.207] [lr 0.002811] [CE 4.708 (4.578)] [KD 4.999 (4.893)] 2024-10-12 10:10:58,056 - Train: 16.22% [202900/1251000] [162.2/1000.0] [batch_t 0.233 (0.228)] [data_t 0.006] [optim_t 0.227] [lr 0.002811] [CE 4.349 (4.543)] [KD 4.768 (4.885)] 2024-10-12 10:11:09,716 - Train: 16.22% [202950/1251000] [162.2/1000.0] [batch_t 0.210 (0.233)] [data_t 0.007] [optim_t 0.203] [lr 0.002811] [CE 4.434 (4.563)] [KD 5.147 (4.875)] 2024-10-12 10:11:21,233 - Train: 16.23% [203000/1251000] [162.3/1000.0] [batch_t 0.211 (0.229)] [data_t 0.011] [optim_t 0.201] [lr 0.002811] [CE 4.533 (4.532)] [KD 4.655 (4.933)] 2024-10-12 10:11:32,515 - Train: 16.23% [203050/1251000] [162.3/1000.0] [batch_t 0.230 (0.225)] [data_t 0.008] [optim_t 0.222] [lr 0.002811] [CE 3.749 (4.524)] [KD 4.730 (4.841)] 2024-10-12 10:11:43,836 - Train: 16.24% [203100/1251000] [162.4/1000.0] [batch_t 0.215 (0.226)] [data_t 0.009] [optim_t 0.206] [lr 0.002811] [CE 4.243 (4.440)] [KD 4.864 (4.782)] 2024-10-12 10:11:55,395 - Train: 16.24% [203150/1251000] [162.4/1000.0] [batch_t 0.219 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.002811] [CE 4.528 (4.519)] [KD 4.846 (4.827)] 2024-10-12 10:12:06,823 - Train: 16.24% [203200/1251000] [162.4/1000.0] [batch_t 0.220 (0.228)] [data_t 0.009] [optim_t 0.211] [lr 0.002811] [CE 5.084 (4.504)] [KD 5.253 (4.824)] 2024-10-12 10:12:18,082 - Train: 16.25% [203250/1251000] [162.5/1000.0] [batch_t 0.209 (0.225)] [data_t 0.010] [optim_t 0.199] [lr 0.002811] [CE 4.267 (4.524)] [KD 4.789 (4.871)] 2024-10-12 10:12:29,280 - Train: 16.25% [203300/1251000] [162.5/1000.0] [batch_t 0.214 (0.224)] [data_t 0.008] [optim_t 0.205] [lr 0.002811] [CE 4.317 (4.494)] [KD 4.747 (4.796)] 2024-10-12 10:12:40,719 - Train: 16.25% [203350/1251000] [162.5/1000.0] [batch_t 0.230 (0.229)] [data_t 0.010] [optim_t 0.220] [lr 0.002811] [CE 4.856 (4.550)] [KD 4.920 (4.841)] 2024-10-12 10:12:52,212 - Train: 16.26% [203400/1251000] [162.6/1000.0] [batch_t 0.211 (0.230)] [data_t 0.007] [optim_t 0.203] [lr 0.002810] [CE 4.784 (4.524)] [KD 4.939 (4.878)] 2024-10-12 10:13:03,523 - Train: 16.26% [203450/1251000] [162.6/1000.0] [batch_t 0.224 (0.226)] [data_t 0.009] [optim_t 0.215] [lr 0.002810] [CE 5.037 (4.519)] [KD 5.315 (4.803)] 2024-10-12 10:13:14,620 - Train: 16.27% [203500/1251000] [162.7/1000.0] [batch_t 0.215 (0.222)] [data_t 0.009] [optim_t 0.205] [lr 0.002810] [CE 4.560 (4.535)] [KD 4.801 (4.804)] 2024-10-12 10:13:25,973 - Train: 16.27% [203550/1251000] [162.7/1000.0] [batch_t 0.237 (0.227)] [data_t 0.007] [optim_t 0.230] [lr 0.002810] [CE 4.641 (4.558)] [KD 4.964 (4.846)] 2024-10-12 10:13:37,529 - Train: 16.27% [203600/1251000] [162.7/1000.0] [batch_t 0.228 (0.231)] [data_t 0.007] [optim_t 0.221] [lr 0.002810] [CE 5.036 (4.581)] [KD 5.268 (4.910)] 2024-10-12 10:13:48,598 - Train: 16.28% [203650/1251000] [162.8/1000.0] [batch_t 0.213 (0.221)] [data_t 0.006] [optim_t 0.207] [lr 0.002810] [CE 4.464 (4.581)] [KD 4.781 (4.892)] 2024-10-12 10:13:59,537 - Train: 16.28% [203700/1251000] [162.8/1000.0] [batch_t 0.216 (0.219)] [data_t 0.007] [optim_t 0.209] [lr 0.002810] [CE 4.536 (4.547)] [KD 4.931 (4.846)] 2024-10-12 10:14:11,415 - Train: 16.29% [203750/1251000] [162.9/1000.0] [batch_t 0.218 (0.237)] [data_t 0.007] [optim_t 0.211] [lr 0.002810] [CE 3.964 (4.562)] [KD 4.572 (4.875)] 2024-10-12 10:14:22,873 - Train: 16.29% [203800/1251000] [162.9/1000.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002810] [CE 4.618 (4.621)] [KD 4.641 (4.871)] 2024-10-12 10:14:34,174 - Train: 16.29% [203850/1251000] [162.9/1000.0] [batch_t 0.213 (0.226)] [data_t 0.007] [optim_t 0.206] [lr 0.002810] [CE 4.325 (4.571)] [KD 4.585 (4.831)] 2024-10-12 10:14:45,662 - Train: 16.30% [203900/1251000] [163.0/1000.0] [batch_t 0.211 (0.230)] [data_t 0.007] [optim_t 0.204] [lr 0.002810] [CE 4.453 (4.538)] [KD 4.562 (4.812)] 2024-10-12 10:14:48,268 - ==> Total time: 13:36:41 Eta: 2 days, 21:53:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:15:00,300 - Train: 16.30% [203950/1251000] [163.0/1000.0] [batch_t 0.215 (0.242)] [data_t 0.009] [optim_t 0.206] [lr 0.002809] [CE 4.404 (4.529)] [KD 4.848 (4.832)] 2024-10-12 10:15:11,984 - Train: 16.31% [204000/1251000] [163.1/1000.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.002809] [CE 4.654 (4.497)] [KD 4.999 (4.803)] 2024-10-12 10:15:23,765 - Train: 16.31% [204050/1251000] [163.1/1000.0] [batch_t 0.229 (0.235)] [data_t 0.010] [optim_t 0.220] [lr 0.002809] [CE 4.469 (4.514)] [KD 4.748 (4.833)] 2024-10-12 10:15:35,187 - Train: 16.31% [204100/1251000] [163.1/1000.0] [batch_t 0.217 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.002809] [CE 4.921 (4.493)] [KD 4.845 (4.805)] 2024-10-12 10:15:46,459 - Train: 16.32% [204150/1251000] [163.2/1000.0] [batch_t 0.229 (0.225)] [data_t 0.010] [optim_t 0.219] [lr 0.002809] [CE 4.353 (4.552)] [KD 4.579 (4.898)] 2024-10-12 10:15:57,593 - Train: 16.32% [204200/1251000] [163.2/1000.0] [batch_t 0.220 (0.223)] [data_t 0.009] [optim_t 0.211] [lr 0.002809] [CE 4.330 (4.533)] [KD 4.532 (4.808)] 2024-10-12 10:16:09,362 - Train: 16.33% [204250/1251000] [163.3/1000.0] [batch_t 0.217 (0.235)] [data_t 0.008] [optim_t 0.209] [lr 0.002809] [CE 4.377 (4.572)] [KD 4.633 (4.849)] 2024-10-12 10:16:21,141 - Train: 16.33% [204300/1251000] [163.3/1000.0] [batch_t 0.221 (0.235)] [data_t 0.007] [optim_t 0.214] [lr 0.002809] [CE 4.183 (4.504)] [KD 4.419 (4.772)] 2024-10-12 10:16:32,566 - Train: 16.33% [204350/1251000] [163.3/1000.0] [batch_t 0.231 (0.228)] [data_t 0.007] [optim_t 0.225] [lr 0.002809] [CE 4.122 (4.527)] [KD 4.634 (4.871)] 2024-10-12 10:16:43,683 - Train: 16.34% [204400/1251000] [163.4/1000.0] [batch_t 0.220 (0.222)] [data_t 0.009] [optim_t 0.210] [lr 0.002809] [CE 4.593 (4.545)] [KD 4.944 (4.799)] 2024-10-12 10:16:55,287 - Train: 16.34% [204450/1251000] [163.4/1000.0] [batch_t 0.210 (0.232)] [data_t 0.008] [optim_t 0.203] [lr 0.002809] [CE 4.525 (4.572)] [KD 5.030 (4.880)] 2024-10-12 10:17:06,782 - Train: 16.35% [204500/1251000] [163.5/1000.0] [batch_t 0.228 (0.230)] [data_t 0.008] [optim_t 0.220] [lr 0.002808] [CE 4.471 (4.488)] [KD 4.814 (4.887)] 2024-10-12 10:17:18,506 - Train: 16.35% [204550/1251000] [163.5/1000.0] [batch_t 0.223 (0.234)] [data_t 0.010] [optim_t 0.212] [lr 0.002808] [CE 4.759 (4.575)] [KD 5.027 (4.928)] 2024-10-12 10:17:30,124 - Train: 16.35% [204600/1251000] [163.5/1000.0] [batch_t 0.231 (0.232)] [data_t 0.010] [optim_t 0.222] [lr 0.002808] [CE 4.901 (4.592)] [KD 5.240 (4.866)] 2024-10-12 10:17:41,810 - Train: 16.36% [204650/1251000] [163.6/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.002808] [CE 5.241 (4.592)] [KD 5.246 (4.930)] 2024-10-12 10:17:53,154 - Train: 16.36% [204700/1251000] [163.6/1000.0] [batch_t 0.224 (0.227)] [data_t 0.007] [optim_t 0.217] [lr 0.002808] [CE 4.362 (4.461)] [KD 4.885 (4.868)] 2024-10-12 10:18:04,434 - Train: 16.37% [204750/1251000] [163.7/1000.0] [batch_t 0.218 (0.225)] [data_t 0.008] [optim_t 0.210] [lr 0.002808] [CE 4.788 (4.469)] [KD 4.847 (4.767)] 2024-10-12 10:18:16,015 - Train: 16.37% [204800/1251000] [163.7/1000.0] [batch_t 0.248 (0.231)] [data_t 0.008] [optim_t 0.239] [lr 0.002808] [CE 4.548 (4.530)] [KD 4.615 (4.783)] 2024-10-12 10:18:27,924 - Train: 16.37% [204850/1251000] [163.7/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.002808] [CE 4.962 (4.540)] [KD 5.080 (4.859)] 2024-10-12 10:18:40,043 - Train: 16.38% [204900/1251000] [163.8/1000.0] [batch_t 0.223 (0.242)] [data_t 0.008] [optim_t 0.216] [lr 0.002808] [CE 4.361 (4.506)] [KD 5.063 (4.912)] 2024-10-12 10:18:51,460 - Train: 16.38% [204950/1251000] [163.8/1000.0] [batch_t 0.236 (0.228)] [data_t 0.009] [optim_t 0.227] [lr 0.002808] [CE 4.589 (4.596)] [KD 5.060 (4.915)] 2024-10-12 10:19:02,802 - Train: 16.39% [205000/1251000] [163.9/1000.0] [batch_t 0.230 (0.227)] [data_t 0.010] [optim_t 0.220] [lr 0.002808] [CE 4.303 (4.533)] [KD 4.786 (4.928)] 2024-10-12 10:19:14,881 - Train: 16.39% [205050/1251000] [163.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.010] [optim_t 0.229] [lr 0.002807] [CE 5.259 (4.519)] [KD 5.440 (4.861)] 2024-10-12 10:19:26,630 - Train: 16.39% [205100/1251000] [163.9/1000.0] [batch_t 0.229 (0.235)] [data_t 0.011] [optim_t 0.218] [lr 0.002807] [CE 4.359 (4.497)] [KD 4.685 (4.907)] 2024-10-12 10:19:38,321 - Train: 16.40% [205150/1251000] [164.0/1000.0] [batch_t 0.220 (0.234)] [data_t 0.010] [optim_t 0.211] [lr 0.002807] [CE 4.832 (4.469)] [KD 5.214 (4.761)] 2024-10-12 10:19:41,278 - ==> Total time: 13:41:34 Eta: 2 days, 21:47:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:19:53,297 - Train: 16.40% [205200/1251000] [164.0/1000.0] [batch_t 0.229 (0.256)] [data_t 0.007] [optim_t 0.222] [lr 0.002807] [CE 5.191 (4.474)] [KD 5.125 (4.836)] 2024-10-12 10:20:05,332 - Train: 16.41% [205250/1251000] [164.1/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.002807] [CE 4.749 (4.635)] [KD 4.609 (4.854)] 2024-10-12 10:20:17,267 - Train: 16.41% [205300/1251000] [164.1/1000.0] [batch_t 0.229 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.002807] [CE 4.056 (4.519)] [KD 4.534 (4.893)] 2024-10-12 10:20:29,276 - Train: 16.41% [205350/1251000] [164.1/1000.0] [batch_t 0.221 (0.240)] [data_t 0.008] [optim_t 0.212] [lr 0.002807] [CE 4.454 (4.540)] [KD 4.601 (4.827)] 2024-10-12 10:20:40,628 - Train: 16.42% [205400/1251000] [164.2/1000.0] [batch_t 0.233 (0.227)] [data_t 0.007] [optim_t 0.227] [lr 0.002807] [CE 4.636 (4.507)] [KD 4.794 (4.769)] 2024-10-12 10:20:52,162 - Train: 16.42% [205450/1251000] [164.2/1000.0] [batch_t 0.215 (0.231)] [data_t 0.007] [optim_t 0.208] [lr 0.002807] [CE 4.415 (4.569)] [KD 4.723 (4.820)] 2024-10-12 10:21:04,077 - Train: 16.43% [205500/1251000] [164.3/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.002807] [CE 4.371 (4.515)] [KD 4.720 (4.812)] 2024-10-12 10:21:15,567 - Train: 16.43% [205550/1251000] [164.3/1000.0] [batch_t 0.226 (0.230)] [data_t 0.008] [optim_t 0.218] [lr 0.002807] [CE 4.203 (4.489)] [KD 4.838 (4.893)] 2024-10-12 10:21:27,163 - Train: 16.43% [205600/1251000] [164.3/1000.0] [batch_t 0.242 (0.232)] [data_t 0.008] [optim_t 0.235] [lr 0.002806] [CE 5.049 (4.519)] [KD 5.224 (4.854)] 2024-10-12 10:21:39,050 - Train: 16.44% [205650/1251000] [164.4/1000.0] [batch_t 0.217 (0.238)] [data_t 0.008] [optim_t 0.208] [lr 0.002806] [CE 4.322 (4.509)] [KD 4.736 (4.804)] 2024-10-12 10:21:50,419 - Train: 16.44% [205700/1251000] [164.4/1000.0] [batch_t 0.224 (0.227)] [data_t 0.010] [optim_t 0.214] [lr 0.002806] [CE 4.815 (4.602)] [KD 4.820 (4.857)] 2024-10-12 10:22:01,825 - Train: 16.45% [205750/1251000] [164.5/1000.0] [batch_t 0.226 (0.228)] [data_t 0.006] [optim_t 0.220] [lr 0.002806] [CE 4.522 (4.507)] [KD 4.968 (4.798)] 2024-10-12 10:22:13,463 - Train: 16.45% [205800/1251000] [164.5/1000.0] [batch_t 0.235 (0.233)] [data_t 0.010] [optim_t 0.224] [lr 0.002806] [CE 4.512 (4.503)] [KD 4.833 (4.878)] 2024-10-12 10:22:25,219 - Train: 16.45% [205850/1251000] [164.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002806] [CE 4.214 (4.513)] [KD 4.651 (4.868)] 2024-10-12 10:22:36,967 - Train: 16.46% [205900/1251000] [164.6/1000.0] [batch_t 0.220 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.002806] [CE 4.869 (4.588)] [KD 5.056 (4.873)] 2024-10-12 10:22:48,382 - Train: 16.46% [205950/1251000] [164.6/1000.0] [batch_t 0.220 (0.228)] [data_t 0.010] [optim_t 0.210] [lr 0.002806] [CE 4.871 (4.582)] [KD 4.776 (4.883)] 2024-10-12 10:22:59,395 - Train: 16.47% [206000/1251000] [164.7/1000.0] [batch_t 0.231 (0.220)] [data_t 0.009] [optim_t 0.222] [lr 0.002806] [CE 4.155 (4.594)] [KD 4.803 (4.897)] 2024-10-12 10:23:10,877 - Train: 16.47% [206050/1251000] [164.7/1000.0] [batch_t 0.204 (0.229)] [data_t 0.007] [optim_t 0.197] [lr 0.002806] [CE 4.318 (4.583)] [KD 4.896 (4.827)] 2024-10-12 10:23:22,655 - Train: 16.47% [206100/1251000] [164.7/1000.0] [batch_t 0.221 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.002806] [CE 4.915 (4.511)] [KD 4.894 (4.739)] 2024-10-12 10:23:34,071 - Train: 16.48% [206150/1251000] [164.8/1000.0] [batch_t 0.223 (0.228)] [data_t 0.009] [optim_t 0.214] [lr 0.002805] [CE 4.478 (4.452)] [KD 5.016 (4.875)] 2024-10-12 10:23:45,534 - Train: 16.48% [206200/1251000] [164.8/1000.0] [batch_t 0.241 (0.229)] [data_t 0.009] [optim_t 0.232] [lr 0.002805] [CE 5.147 (4.565)] [KD 5.119 (4.894)] 2024-10-12 10:23:57,116 - Train: 16.49% [206250/1251000] [164.9/1000.0] [batch_t 0.219 (0.231)] [data_t 0.010] [optim_t 0.209] [lr 0.002805] [CE 4.513 (4.490)] [KD 4.793 (4.829)] 2024-10-12 10:24:08,752 - Train: 16.49% [206300/1251000] [164.9/1000.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.210] [lr 0.002805] [CE 4.524 (4.504)] [KD 5.009 (4.848)] 2024-10-12 10:24:20,113 - Train: 16.49% [206350/1251000] [164.9/1000.0] [batch_t 0.232 (0.227)] [data_t 0.009] [optim_t 0.223] [lr 0.002805] [CE 4.041 (4.477)] [KD 4.868 (4.917)] 2024-10-12 10:24:31,860 - Train: 16.50% [206400/1251000] [165.0/1000.0] [batch_t 0.227 (0.235)] [data_t 0.019] [optim_t 0.208] [lr 0.002805] [CE 4.492 (4.558)] [KD 4.853 (4.864)] 2024-10-12 10:24:43,577 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.157)] [top1_cnt 34595] [top5_cnt 44716] [top_all 50000] 2024-10-12 10:24:43,578 - net: 69.190 (89.432) 2024-10-12 10:24:51,838 - Test (net_E): 100.00% [50/50] [batch_t 0.141 (0.150)] [top1_cnt 37649] [top5_cnt 46222] [top_all 50000] 2024-10-12 10:24:51,839 - net_E: 75.298 (92.444) 2024-10-12 10:24:52,022 - Max [top1: 69.474 (epoch: 145)] [top1-ema: 75.298 (epoch: 165)] 2024-10-12 10:24:52,022 - ==> Total time: 13:46:44 Eta: 2 days, 21:43:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:25:21,440 - Train: 16.50% [206450/1251000] [165.0/1000.0] [batch_t 0.224 (0.260)] [data_t 0.007] [optim_t 0.217] [lr 0.002805] [CE 4.009 (4.458)] [KD 4.532 (4.803)] 2024-10-12 10:25:32,961 - Train: 16.51% [206500/1251000] [165.1/1000.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.002805] [CE 4.231 (4.520)] [KD 4.720 (4.831)] 2024-10-12 10:25:44,465 - Train: 16.51% [206550/1251000] [165.1/1000.0] [batch_t 0.225 (0.230)] [data_t 0.007] [optim_t 0.218] [lr 0.002805] [CE 4.626 (4.528)] [KD 4.723 (4.855)] 2024-10-12 10:25:56,094 - Train: 16.51% [206600/1251000] [165.1/1000.0] [batch_t 0.224 (0.232)] [data_t 0.007] [optim_t 0.217] [lr 0.002805] [CE 4.604 (4.483)] [KD 4.827 (4.739)] 2024-10-12 10:26:07,718 - Train: 16.52% [206650/1251000] [165.2/1000.0] [batch_t 0.225 (0.232)] [data_t 0.008] [optim_t 0.217] [lr 0.002804] [CE 4.114 (4.525)] [KD 4.558 (4.766)] 2024-10-12 10:26:18,803 - Train: 16.52% [206700/1251000] [165.2/1000.0] [batch_t 0.217 (0.222)] [data_t 0.010] [optim_t 0.207] [lr 0.002804] [CE 4.741 (4.478)] [KD 4.836 (4.813)] 2024-10-12 10:26:30,545 - Train: 16.53% [206750/1251000] [165.3/1000.0] [batch_t 0.214 (0.235)] [data_t 0.008] [optim_t 0.206] [lr 0.002804] [CE 4.311 (4.445)] [KD 4.670 (4.789)] 2024-10-12 10:26:41,689 - Train: 16.53% [206800/1251000] [165.3/1000.0] [batch_t 0.220 (0.223)] [data_t 0.009] [optim_t 0.211] [lr 0.002804] [CE 4.617 (4.589)] [KD 4.397 (4.753)] 2024-10-12 10:26:53,268 - Train: 16.53% [206850/1251000] [165.3/1000.0] [batch_t 0.211 (0.231)] [data_t 0.008] [optim_t 0.204] [lr 0.002804] [CE 4.682 (4.565)] [KD 5.024 (4.882)] 2024-10-12 10:27:04,827 - Train: 16.54% [206900/1251000] [165.4/1000.0] [batch_t 0.223 (0.231)] [data_t 0.008] [optim_t 0.214] [lr 0.002804] [CE 3.788 (4.503)] [KD 4.608 (4.848)] 2024-10-12 10:27:16,318 - Train: 16.54% [206950/1251000] [165.4/1000.0] [batch_t 0.218 (0.230)] [data_t 0.006] [optim_t 0.211] [lr 0.002804] [CE 4.671 (4.503)] [KD 4.686 (4.823)] 2024-10-12 10:27:27,667 - Train: 16.55% [207000/1251000] [165.5/1000.0] [batch_t 0.223 (0.227)] [data_t 0.008] [optim_t 0.215] [lr 0.002804] [CE 4.164 (4.509)] [KD 4.695 (4.854)] 2024-10-12 10:27:39,723 - Train: 16.55% [207050/1251000] [165.5/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.002804] [CE 4.402 (4.585)] [KD 4.980 (4.886)] 2024-10-12 10:27:50,773 - Train: 16.55% [207100/1251000] [165.5/1000.0] [batch_t 0.211 (0.221)] [data_t 0.009] [optim_t 0.202] [lr 0.002804] [CE 4.698 (4.551)] [KD 5.298 (4.943)] 2024-10-12 10:28:02,296 - Train: 16.56% [207150/1251000] [165.6/1000.0] [batch_t 0.232 (0.230)] [data_t 0.010] [optim_t 0.222] [lr 0.002804] [CE 4.436 (4.512)] [KD 4.869 (4.800)] 2024-10-12 10:28:13,848 - Train: 16.56% [207200/1251000] [165.6/1000.0] [batch_t 0.227 (0.231)] [data_t 0.008] [optim_t 0.220] [lr 0.002803] [CE 4.593 (4.546)] [KD 4.908 (4.912)] 2024-10-12 10:28:25,644 - Train: 16.57% [207250/1251000] [165.7/1000.0] [batch_t 0.218 (0.236)] [data_t 0.010] [optim_t 0.208] [lr 0.002803] [CE 4.243 (4.592)] [KD 4.613 (4.932)] 2024-10-12 10:28:36,901 - Train: 16.57% [207300/1251000] [165.7/1000.0] [batch_t 0.211 (0.225)] [data_t 0.007] [optim_t 0.204] [lr 0.002803] [CE 4.512 (4.536)] [KD 4.744 (4.862)] 2024-10-12 10:28:48,602 - Train: 16.57% [207350/1251000] [165.7/1000.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.002803] [CE 4.630 (4.540)] [KD 4.998 (4.798)] 2024-10-12 10:29:00,058 - Train: 16.58% [207400/1251000] [165.8/1000.0] [batch_t 0.219 (0.229)] [data_t 0.007] [optim_t 0.212] [lr 0.002803] [CE 4.142 (4.493)] [KD 4.593 (4.842)] 2024-10-12 10:29:11,765 - Train: 16.58% [207450/1251000] [165.8/1000.0] [batch_t 0.226 (0.234)] [data_t 0.010] [optim_t 0.216] [lr 0.002803] [CE 4.173 (4.483)] [KD 4.747 (4.835)] 2024-10-12 10:29:23,701 - Train: 16.59% [207500/1251000] [165.9/1000.0] [batch_t 0.226 (0.239)] [data_t 0.008] [optim_t 0.218] [lr 0.002803] [CE 4.882 (4.522)] [KD 5.240 (4.840)] 2024-10-12 10:29:35,389 - Train: 16.59% [207550/1251000] [165.9/1000.0] [batch_t 0.216 (0.234)] [data_t 0.010] [optim_t 0.206] [lr 0.002803] [CE 4.639 (4.513)] [KD 4.754 (4.840)] 2024-10-12 10:29:46,618 - Train: 16.59% [207600/1251000] [165.9/1000.0] [batch_t 0.216 (0.224)] [data_t 0.008] [optim_t 0.208] [lr 0.002803] [CE 4.208 (4.513)] [KD 4.677 (4.836)] 2024-10-12 10:29:58,150 - Train: 16.60% [207650/1251000] [166.0/1000.0] [batch_t 0.236 (0.230)] [data_t 0.009] [optim_t 0.227] [lr 0.002803] [CE 4.300 (4.554)] [KD 4.727 (4.835)] 2024-10-12 10:30:01,651 - ==> Total time: 13:51:54 Eta: 2 days, 21:39:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:30:15,855 - Train: 16.60% [207700/1251000] [166.0/1000.0] [batch_t 0.234 (0.252)] [data_t 0.010] [optim_t 0.224] [lr 0.002803] [CE 4.201 (4.505)] [KD 4.383 (4.806)] 2024-10-12 10:30:27,403 - Train: 16.61% [207750/1251000] [166.1/1000.0] [batch_t 0.213 (0.231)] [data_t 0.008] [optim_t 0.204] [lr 0.002802] [CE 4.400 (4.499)] [KD 4.966 (4.898)] 2024-10-12 10:30:38,716 - Train: 16.61% [207800/1251000] [166.1/1000.0] [batch_t 0.219 (0.226)] [data_t 0.007] [optim_t 0.212] [lr 0.002802] [CE 4.161 (4.504)] [KD 4.719 (4.806)] 2024-10-12 10:30:50,151 - Train: 16.61% [207850/1251000] [166.1/1000.0] [batch_t 0.214 (0.229)] [data_t 0.009] [optim_t 0.205] [lr 0.002802] [CE 4.665 (4.644)] [KD 5.070 (4.926)] 2024-10-12 10:31:01,703 - Train: 16.62% [207900/1251000] [166.2/1000.0] [batch_t 0.232 (0.231)] [data_t 0.009] [optim_t 0.223] [lr 0.002802] [CE 4.853 (4.516)] [KD 5.127 (4.942)] 2024-10-12 10:31:13,644 - Train: 16.62% [207950/1251000] [166.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002802] [CE 4.727 (4.597)] [KD 5.083 (4.908)] 2024-10-12 10:31:25,089 - Train: 16.63% [208000/1251000] [166.3/1000.0] [batch_t 0.223 (0.229)] [data_t 0.007] [optim_t 0.215] [lr 0.002802] [CE 4.130 (4.498)] [KD 4.385 (4.814)] 2024-10-12 10:31:36,968 - Train: 16.63% [208050/1251000] [166.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.007] [optim_t 0.227] [lr 0.002802] [CE 4.664 (4.509)] [KD 4.972 (4.878)] 2024-10-12 10:31:48,292 - Train: 16.63% [208100/1251000] [166.3/1000.0] [batch_t 0.227 (0.226)] [data_t 0.010] [optim_t 0.217] [lr 0.002802] [CE 4.790 (4.493)] [KD 4.718 (4.832)] 2024-10-12 10:31:59,830 - Train: 16.64% [208150/1251000] [166.4/1000.0] [batch_t 0.234 (0.231)] [data_t 0.010] [optim_t 0.224] [lr 0.002802] [CE 4.789 (4.637)] [KD 5.153 (4.986)] 2024-10-12 10:32:11,694 - Train: 16.64% [208200/1251000] [166.4/1000.0] [batch_t 0.218 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.002802] [CE 4.444 (4.560)] [KD 5.203 (4.887)] 2024-10-12 10:32:23,282 - Train: 16.65% [208250/1251000] [166.5/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.002802] [CE 4.558 (4.496)] [KD 4.600 (4.800)] 2024-10-12 10:32:34,703 - Train: 16.65% [208300/1251000] [166.5/1000.0] [batch_t 0.233 (0.228)] [data_t 0.009] [optim_t 0.224] [lr 0.002801] [CE 4.210 (4.471)] [KD 4.759 (4.828)] 2024-10-12 10:32:46,318 - Train: 16.65% [208350/1251000] [166.5/1000.0] [batch_t 0.221 (0.232)] [data_t 0.007] [optim_t 0.214] [lr 0.002801] [CE 4.859 (4.530)] [KD 4.924 (4.853)] 2024-10-12 10:32:57,626 - Train: 16.66% [208400/1251000] [166.6/1000.0] [batch_t 0.219 (0.226)] [data_t 0.008] [optim_t 0.211] [lr 0.002801] [CE 4.145 (4.458)] [KD 4.869 (4.751)] 2024-10-12 10:33:09,282 - Train: 16.66% [208450/1251000] [166.6/1000.0] [batch_t 0.214 (0.233)] [data_t 0.009] [optim_t 0.205] [lr 0.002801] [CE 4.523 (4.552)] [KD 5.091 (4.846)] 2024-10-12 10:33:20,977 - Train: 16.67% [208500/1251000] [166.7/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002801] [CE 5.044 (4.585)] [KD 5.153 (4.865)] 2024-10-12 10:33:32,551 - Train: 16.67% [208550/1251000] [166.7/1000.0] [batch_t 0.223 (0.231)] [data_t 0.008] [optim_t 0.214] [lr 0.002801] [CE 4.810 (4.575)] [KD 4.945 (4.862)] 2024-10-12 10:33:43,931 - Train: 16.67% [208600/1251000] [166.7/1000.0] [batch_t 0.213 (0.227)] [data_t 0.009] [optim_t 0.205] [lr 0.002801] [CE 4.110 (4.535)] [KD 4.519 (4.929)] 2024-10-12 10:33:55,535 - Train: 16.68% [208650/1251000] [166.8/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002801] [CE 4.581 (4.525)] [KD 5.196 (4.915)] 2024-10-12 10:34:07,079 - Train: 16.68% [208700/1251000] [166.8/1000.0] [batch_t 0.220 (0.231)] [data_t 0.010] [optim_t 0.209] [lr 0.002801] [CE 4.254 (4.571)] [KD 4.612 (4.953)] 2024-10-12 10:34:18,779 - Train: 16.69% [208750/1251000] [166.9/1000.0] [batch_t 0.233 (0.234)] [data_t 0.010] [optim_t 0.223] [lr 0.002801] [CE 4.892 (4.543)] [KD 5.075 (4.847)] 2024-10-12 10:34:30,696 - Train: 16.69% [208800/1251000] [166.9/1000.0] [batch_t 0.230 (0.238)] [data_t 0.008] [optim_t 0.222] [lr 0.002800] [CE 4.094 (4.433)] [KD 4.488 (4.866)] 2024-10-12 10:34:42,507 - Train: 16.69% [208850/1251000] [166.9/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.002800] [CE 4.409 (4.494)] [KD 4.754 (4.841)] 2024-10-12 10:34:53,746 - Train: 16.70% [208900/1251000] [167.0/1000.0] [batch_t 0.218 (0.225)] [data_t 0.009] [optim_t 0.208] [lr 0.002800] [CE 4.145 (4.534)] [KD 4.636 (4.843)] 2024-10-12 10:34:57,708 - ==> Total time: 13:56:50 Eta: 2 days, 21:34:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:35:09,172 - Train: 16.70% [208950/1251000] [167.0/1000.0] [batch_t 0.412 (0.259)] [data_t 0.008] [optim_t 0.403] [lr 0.002800] [CE 4.784 (4.569)] [KD 4.721 (4.850)] 2024-10-12 10:35:20,519 - Train: 16.71% [209000/1251000] [167.1/1000.0] [batch_t 0.232 (0.227)] [data_t 0.007] [optim_t 0.225] [lr 0.002800] [CE 4.715 (4.540)] [KD 4.806 (4.841)] 2024-10-12 10:35:32,336 - Train: 16.71% [209050/1251000] [167.1/1000.0] [batch_t 0.219 (0.236)] [data_t 0.010] [optim_t 0.209] [lr 0.002800] [CE 4.917 (4.544)] [KD 4.903 (4.808)] 2024-10-12 10:35:44,305 - Train: 16.71% [209100/1251000] [167.1/1000.0] [batch_t 0.213 (0.239)] [data_t 0.007] [optim_t 0.206] [lr 0.002800] [CE 4.546 (4.499)] [KD 4.738 (4.799)] 2024-10-12 10:35:56,088 - Train: 16.72% [209150/1251000] [167.2/1000.0] [batch_t 0.219 (0.236)] [data_t 0.006] [optim_t 0.213] [lr 0.002800] [CE 4.236 (4.549)] [KD 4.734 (4.872)] 2024-10-12 10:36:07,647 - Train: 16.72% [209200/1251000] [167.2/1000.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.002800] [CE 4.943 (4.556)] [KD 4.922 (4.793)] 2024-10-12 10:36:19,359 - Train: 16.73% [209250/1251000] [167.3/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.002800] [CE 4.535 (4.614)] [KD 4.897 (4.914)] 2024-10-12 10:36:31,288 - Train: 16.73% [209300/1251000] [167.3/1000.0] [batch_t 0.472 (0.238)] [data_t 0.007] [optim_t 0.465] [lr 0.002800] [CE 4.992 (4.543)] [KD 5.111 (4.882)] 2024-10-12 10:36:42,612 - Train: 16.73% [209350/1251000] [167.3/1000.0] [batch_t 0.224 (0.226)] [data_t 0.008] [optim_t 0.217] [lr 0.002799] [CE 4.647 (4.628)] [KD 5.072 (4.898)] 2024-10-12 10:36:54,417 - Train: 16.74% [209400/1251000] [167.4/1000.0] [batch_t 0.214 (0.236)] [data_t 0.008] [optim_t 0.206] [lr 0.002799] [CE 4.836 (4.548)] [KD 4.896 (4.856)] 2024-10-12 10:37:06,467 - Train: 16.74% [209450/1251000] [167.4/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.002799] [CE 4.301 (4.542)] [KD 4.851 (4.932)] 2024-10-12 10:37:17,954 - Train: 16.75% [209500/1251000] [167.5/1000.0] [batch_t 0.242 (0.230)] [data_t 0.007] [optim_t 0.235] [lr 0.002799] [CE 4.558 (4.502)] [KD 4.700 (4.857)] 2024-10-12 10:37:29,587 - Train: 16.75% [209550/1251000] [167.5/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002799] [CE 4.261 (4.528)] [KD 4.774 (4.859)] 2024-10-12 10:37:41,177 - Train: 16.75% [209600/1251000] [167.5/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.224] [lr 0.002799] [CE 4.882 (4.614)] [KD 5.298 (4.927)] 2024-10-12 10:37:52,303 - Train: 16.76% [209650/1251000] [167.6/1000.0] [batch_t 0.221 (0.222)] [data_t 0.009] [optim_t 0.212] [lr 0.002799] [CE 4.792 (4.532)] [KD 4.846 (4.843)] 2024-10-12 10:38:04,112 - Train: 16.76% [209700/1251000] [167.6/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002799] [CE 4.679 (4.520)] [KD 5.126 (4.849)] 2024-10-12 10:38:16,074 - Train: 16.77% [209750/1251000] [167.7/1000.0] [batch_t 0.221 (0.239)] [data_t 0.009] [optim_t 0.212] [lr 0.002799] [CE 4.930 (4.531)] [KD 4.876 (4.985)] 2024-10-12 10:38:28,017 - Train: 16.77% [209800/1251000] [167.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.228] [lr 0.002799] [CE 4.348 (4.484)] [KD 5.010 (4.876)] 2024-10-12 10:38:39,394 - Train: 16.77% [209850/1251000] [167.7/1000.0] [batch_t 0.230 (0.227)] [data_t 0.009] [optim_t 0.221] [lr 0.002799] [CE 4.521 (4.618)] [KD 5.050 (4.939)] 2024-10-12 10:38:51,143 - Train: 16.78% [209900/1251000] [167.8/1000.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.002798] [CE 4.396 (4.544)] [KD 4.443 (4.822)] 2024-10-12 10:39:02,478 - Train: 16.78% [209950/1251000] [167.8/1000.0] [batch_t 0.226 (0.227)] [data_t 0.008] [optim_t 0.218] [lr 0.002798] [CE 4.691 (4.578)] [KD 5.024 (4.856)] 2024-10-12 10:39:14,373 - Train: 16.79% [210000/1251000] [167.9/1000.0] [batch_t 0.217 (0.238)] [data_t 0.010] [optim_t 0.207] [lr 0.002798] [CE 4.167 (4.580)] [KD 4.648 (4.943)] 2024-10-12 10:39:26,347 - Train: 16.79% [210050/1251000] [167.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.002798] [CE 5.040 (4.555)] [KD 5.234 (4.948)] 2024-10-12 10:39:38,847 - Train: 16.79% [210100/1251000] [167.9/1000.0] [batch_t 0.236 (0.250)] [data_t 0.010] [optim_t 0.226] [lr 0.002798] [CE 4.333 (4.558)] [KD 4.786 (4.962)] 2024-10-12 10:39:50,690 - Train: 16.80% [210150/1251000] [168.0/1000.0] [batch_t 0.229 (0.237)] [data_t 0.008] [optim_t 0.221] [lr 0.002798] [CE 4.508 (4.551)] [KD 4.796 (4.835)] 2024-10-12 10:39:54,640 - ==> Total time: 14:01:47 Eta: 2 days, 21:28:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:40:06,455 - Train: 16.80% [210200/1251000] [168.0/1000.0] [batch_t 0.241 (0.268)] [data_t 0.010] [optim_t 0.231] [lr 0.002798] [CE 4.500 (4.624)] [KD 4.995 (4.892)] 2024-10-12 10:40:18,392 - Train: 16.81% [210250/1251000] [168.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002798] [CE 4.889 (4.552)] [KD 4.918 (4.746)] 2024-10-12 10:40:31,040 - Train: 16.81% [210300/1251000] [168.1/1000.0] [batch_t 0.256 (0.253)] [data_t 0.006] [optim_t 0.250] [lr 0.002798] [CE 4.568 (4.571)] [KD 4.958 (4.831)] 2024-10-12 10:40:42,911 - Train: 16.81% [210350/1251000] [168.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002798] [CE 4.418 (4.538)] [KD 4.736 (4.843)] 2024-10-12 10:40:54,867 - Train: 16.82% [210400/1251000] [168.2/1000.0] [batch_t 0.221 (0.239)] [data_t 0.008] [optim_t 0.214] [lr 0.002797] [CE 4.874 (4.558)] [KD 5.318 (4.883)] 2024-10-12 10:41:06,874 - Train: 16.82% [210450/1251000] [168.2/1000.0] [batch_t 0.221 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.002797] [CE 4.687 (4.521)] [KD 4.860 (4.865)] 2024-10-12 10:41:18,649 - Train: 16.83% [210500/1251000] [168.3/1000.0] [batch_t 0.219 (0.235)] [data_t 0.009] [optim_t 0.209] [lr 0.002797] [CE 4.708 (4.583)] [KD 4.824 (4.898)] 2024-10-12 10:41:30,174 - Train: 16.83% [210550/1251000] [168.3/1000.0] [batch_t 0.245 (0.230)] [data_t 0.008] [optim_t 0.237] [lr 0.002797] [CE 4.876 (4.502)] [KD 4.985 (4.805)] 2024-10-12 10:41:42,439 - Train: 16.83% [210600/1251000] [168.3/1000.0] [batch_t 0.220 (0.245)] [data_t 0.007] [optim_t 0.213] [lr 0.002797] [CE 4.421 (4.501)] [KD 4.541 (4.750)] 2024-10-12 10:41:53,781 - Train: 16.84% [210650/1251000] [168.4/1000.0] [batch_t 0.215 (0.227)] [data_t 0.008] [optim_t 0.206] [lr 0.002797] [CE 4.575 (4.571)] [KD 4.993 (4.940)] 2024-10-12 10:42:05,284 - Train: 16.84% [210700/1251000] [168.4/1000.0] [batch_t 0.223 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.002797] [CE 4.564 (4.534)] [KD 4.991 (4.858)] 2024-10-12 10:42:17,294 - Train: 16.85% [210750/1251000] [168.5/1000.0] [batch_t 0.244 (0.240)] [data_t 0.011] [optim_t 0.233] [lr 0.002797] [CE 4.468 (4.528)] [KD 4.753 (4.861)] 2024-10-12 10:42:28,973 - Train: 16.85% [210800/1251000] [168.5/1000.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.210] [lr 0.002797] [CE 4.498 (4.512)] [KD 5.050 (4.819)] 2024-10-12 10:42:40,649 - Train: 16.85% [210850/1251000] [168.5/1000.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.002797] [CE 4.281 (4.492)] [KD 4.849 (4.785)] 2024-10-12 10:42:52,511 - Train: 16.86% [210900/1251000] [168.6/1000.0] [batch_t 0.218 (0.237)] [data_t 0.010] [optim_t 0.209] [lr 0.002797] [CE 4.976 (4.607)] [KD 4.967 (4.800)] 2024-10-12 10:43:04,102 - Train: 16.86% [210950/1251000] [168.6/1000.0] [batch_t 0.234 (0.232)] [data_t 0.008] [optim_t 0.225] [lr 0.002796] [CE 4.667 (4.555)] [KD 4.687 (4.824)] 2024-10-12 10:43:15,714 - Train: 16.87% [211000/1251000] [168.7/1000.0] [batch_t 0.240 (0.232)] [data_t 0.007] [optim_t 0.233] [lr 0.002796] [CE 3.988 (4.514)] [KD 4.390 (4.825)] 2024-10-12 10:43:27,541 - Train: 16.87% [211050/1251000] [168.7/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.002796] [CE 4.907 (4.479)] [KD 5.056 (4.789)] 2024-10-12 10:43:39,071 - Train: 16.87% [211100/1251000] [168.7/1000.0] [batch_t 0.232 (0.230)] [data_t 0.010] [optim_t 0.222] [lr 0.002796] [CE 4.360 (4.574)] [KD 4.807 (4.829)] 2024-10-12 10:43:50,380 - Train: 16.88% [211150/1251000] [168.8/1000.0] [batch_t 0.227 (0.226)] [data_t 0.009] [optim_t 0.218] [lr 0.002796] [CE 4.631 (4.471)] [KD 4.904 (4.768)] 2024-10-12 10:44:02,291 - Train: 16.88% [211200/1251000] [168.8/1000.0] [batch_t 0.473 (0.238)] [data_t 0.006] [optim_t 0.468] [lr 0.002796] [CE 3.822 (4.535)] [KD 5.049 (4.879)] 2024-10-12 10:44:13,923 - Train: 16.89% [211250/1251000] [168.9/1000.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002796] [CE 5.257 (4.463)] [KD 5.239 (4.839)] 2024-10-12 10:44:25,751 - Train: 16.89% [211300/1251000] [168.9/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.002796] [CE 4.697 (4.516)] [KD 5.046 (4.882)] 2024-10-12 10:44:37,457 - Train: 16.89% [211350/1251000] [168.9/1000.0] [batch_t 0.226 (0.234)] [data_t 0.008] [optim_t 0.218] [lr 0.002796] [CE 4.907 (4.522)] [KD 5.203 (4.856)] 2024-10-12 10:44:49,238 - Train: 16.90% [211400/1251000] [169.0/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.002796] [CE 4.865 (4.594)] [KD 5.037 (4.789)] 2024-10-12 10:44:53,325 - ==> Total time: 14:06:46 Eta: 2 days, 21:23:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:45:03,834 - Train: 16.90% [211450/1251000] [169.0/1000.0] [batch_t 0.230 (0.249)] [data_t 0.006] [optim_t 0.223] [lr 0.002796] [CE 4.404 (4.592)] [KD 4.344 (4.871)] 2024-10-12 10:45:15,882 - Train: 16.91% [211500/1251000] [169.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.002795] [CE 4.078 (4.477)] [KD 5.043 (4.792)] 2024-10-12 10:45:27,776 - Train: 16.91% [211550/1251000] [169.1/1000.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.002795] [CE 4.733 (4.469)] [KD 4.928 (4.820)] 2024-10-12 10:45:39,101 - Train: 16.91% [211600/1251000] [169.1/1000.0] [batch_t 0.227 (0.226)] [data_t 0.009] [optim_t 0.218] [lr 0.002795] [CE 4.500 (4.581)] [KD 4.806 (4.831)] 2024-10-12 10:45:50,847 - Train: 16.92% [211650/1251000] [169.2/1000.0] [batch_t 0.210 (0.235)] [data_t 0.009] [optim_t 0.201] [lr 0.002795] [CE 4.207 (4.536)] [KD 4.690 (4.856)] 2024-10-12 10:46:02,565 - Train: 16.92% [211700/1251000] [169.2/1000.0] [batch_t 0.245 (0.234)] [data_t 0.006] [optim_t 0.239] [lr 0.002795] [CE 4.663 (4.488)] [KD 4.833 (4.820)] 2024-10-12 10:46:14,475 - Train: 16.93% [211750/1251000] [169.3/1000.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.002795] [CE 4.046 (4.524)] [KD 4.468 (4.876)] 2024-10-12 10:46:26,108 - Train: 16.93% [211800/1251000] [169.3/1000.0] [batch_t 0.217 (0.232)] [data_t 0.008] [optim_t 0.210] [lr 0.002795] [CE 4.542 (4.592)] [KD 4.968 (4.843)] 2024-10-12 10:46:37,874 - Train: 16.93% [211850/1251000] [169.3/1000.0] [batch_t 0.242 (0.235)] [data_t 0.007] [optim_t 0.235] [lr 0.002795] [CE 4.414 (4.630)] [KD 4.710 (4.949)] 2024-10-12 10:46:49,637 - Train: 16.94% [211900/1251000] [169.4/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.221] [lr 0.002795] [CE 5.112 (4.588)] [KD 5.020 (4.838)] 2024-10-12 10:47:01,700 - Train: 16.94% [211950/1251000] [169.4/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.002795] [CE 4.534 (4.593)] [KD 4.842 (4.904)] 2024-10-12 10:47:13,326 - Train: 16.95% [212000/1251000] [169.5/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.002794] [CE 4.507 (4.505)] [KD 4.759 (4.859)] 2024-10-12 10:47:25,080 - Train: 16.95% [212050/1251000] [169.5/1000.0] [batch_t 0.238 (0.235)] [data_t 0.010] [optim_t 0.229] [lr 0.002794] [CE 4.331 (4.457)] [KD 4.789 (4.798)] 2024-10-12 10:47:36,677 - Train: 16.95% [212100/1251000] [169.5/1000.0] [batch_t 0.219 (0.232)] [data_t 0.010] [optim_t 0.209] [lr 0.002794] [CE 4.584 (4.563)] [KD 4.984 (4.766)] 2024-10-12 10:47:48,750 - Train: 16.96% [212150/1251000] [169.6/1000.0] [batch_t 0.222 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.002794] [CE 4.311 (4.479)] [KD 4.898 (4.839)] 2024-10-12 10:48:00,141 - Train: 16.96% [212200/1251000] [169.6/1000.0] [batch_t 0.221 (0.228)] [data_t 0.009] [optim_t 0.212] [lr 0.002794] [CE 4.695 (4.563)] [KD 4.427 (4.823)] 2024-10-12 10:48:11,785 - Train: 16.97% [212250/1251000] [169.7/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.002794] [CE 4.463 (4.564)] [KD 4.765 (4.875)] 2024-10-12 10:48:23,716 - Train: 16.97% [212300/1251000] [169.7/1000.0] [batch_t 0.215 (0.238)] [data_t 0.008] [optim_t 0.207] [lr 0.002794] [CE 4.188 (4.509)] [KD 4.586 (4.821)] 2024-10-12 10:48:35,899 - Train: 16.97% [212350/1251000] [169.7/1000.0] [batch_t 0.223 (0.244)] [data_t 0.008] [optim_t 0.215] [lr 0.002794] [CE 4.446 (4.543)] [KD 4.798 (4.860)] 2024-10-12 10:48:47,373 - Train: 16.98% [212400/1251000] [169.8/1000.0] [batch_t 0.210 (0.229)] [data_t 0.007] [optim_t 0.203] [lr 0.002794] [CE 4.762 (4.452)] [KD 4.812 (4.801)] 2024-10-12 10:48:58,966 - Train: 16.98% [212450/1251000] [169.8/1000.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.002794] [CE 4.814 (4.525)] [KD 4.748 (4.839)] 2024-10-12 10:49:10,708 - Train: 16.99% [212500/1251000] [169.9/1000.0] [batch_t 0.220 (0.235)] [data_t 0.011] [optim_t 0.209] [lr 0.002794] [CE 4.668 (4.522)] [KD 5.181 (4.859)] 2024-10-12 10:49:22,659 - Train: 16.99% [212550/1251000] [169.9/1000.0] [batch_t 0.251 (0.239)] [data_t 0.008] [optim_t 0.243] [lr 0.002793] [CE 4.212 (4.462)] [KD 4.605 (4.796)] 2024-10-12 10:49:34,412 - Train: 16.99% [212600/1251000] [169.9/1000.0] [batch_t 0.223 (0.235)] [data_t 0.008] [optim_t 0.216] [lr 0.002793] [CE 4.399 (4.597)] [KD 4.757 (4.852)] 2024-10-12 10:49:46,343 - Train: 17.00% [212650/1251000] [170.0/1000.0] [batch_t 0.223 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.002793] [CE 4.975 (4.703)] [KD 5.033 (4.902)] 2024-10-12 10:49:58,883 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.154)] [top1_cnt 34967] [top5_cnt 45002] [top_all 50000] 2024-10-12 10:49:58,884 - net: 69.934 (90.004) 2024-10-12 10:50:07,598 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 37627] [top5_cnt 46222] [top_all 50000] 2024-10-12 10:50:07,599 - net_E: 75.254 (92.444) 2024-10-12 10:50:07,803 - Max [top1: 69.934 (epoch: 170)] [top1-ema: 75.298 (epoch: 165)] 2024-10-12 10:50:07,804 - ==> Total time: 14:12:00 Eta: 2 days, 21:19:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:50:28,238 - Train: 17.00% [212700/1251000] [170.0/1000.0] [batch_t 0.225 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.002793] [CE 4.526 (4.561)] [KD 4.759 (4.804)] 2024-10-12 10:50:40,355 - Train: 17.01% [212750/1251000] [170.1/1000.0] [batch_t 0.224 (0.242)] [data_t 0.006] [optim_t 0.218] [lr 0.002793] [CE 4.600 (4.555)] [KD 4.824 (4.870)] 2024-10-12 10:50:52,220 - Train: 17.01% [212800/1251000] [170.1/1000.0] [batch_t 0.219 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.002793] [CE 4.473 (4.488)] [KD 4.897 (4.781)] 2024-10-12 10:51:04,077 - Train: 17.01% [212850/1251000] [170.1/1000.0] [batch_t 0.245 (0.237)] [data_t 0.010] [optim_t 0.235] [lr 0.002793] [CE 4.668 (4.516)] [KD 4.877 (4.820)] 2024-10-12 10:51:16,043 - Train: 17.02% [212900/1251000] [170.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002793] [CE 4.853 (4.567)] [KD 5.016 (4.757)] 2024-10-12 10:51:27,411 - Train: 17.02% [212950/1251000] [170.2/1000.0] [batch_t 0.228 (0.227)] [data_t 0.009] [optim_t 0.219] [lr 0.002793] [CE 5.097 (4.579)] [KD 5.126 (4.910)] 2024-10-12 10:51:39,027 - Train: 17.03% [213000/1251000] [170.3/1000.0] [batch_t 0.226 (0.232)] [data_t 0.008] [optim_t 0.218] [lr 0.002793] [CE 4.513 (4.510)] [KD 4.872 (4.842)] 2024-10-12 10:51:51,303 - Train: 17.03% [213050/1251000] [170.3/1000.0] [batch_t 0.220 (0.245)] [data_t 0.007] [optim_t 0.213] [lr 0.002792] [CE 4.189 (4.564)] [KD 4.564 (4.792)] 2024-10-12 10:52:02,911 - Train: 17.03% [213100/1251000] [170.3/1000.0] [batch_t 0.462 (0.232)] [data_t 0.007] [optim_t 0.456] [lr 0.002792] [CE 4.589 (4.546)] [KD 4.804 (4.923)] 2024-10-12 10:52:14,704 - Train: 17.04% [213150/1251000] [170.4/1000.0] [batch_t 0.462 (0.236)] [data_t 0.007] [optim_t 0.455] [lr 0.002792] [CE 4.075 (4.454)] [KD 4.713 (4.786)] 2024-10-12 10:52:26,525 - Train: 17.04% [213200/1251000] [170.4/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.002792] [CE 5.009 (4.540)] [KD 5.042 (4.827)] 2024-10-12 10:52:38,650 - Train: 17.05% [213250/1251000] [170.5/1000.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.002792] [CE 4.857 (4.575)] [KD 4.839 (4.885)] 2024-10-12 10:52:50,423 - Train: 17.05% [213300/1251000] [170.5/1000.0] [batch_t 0.226 (0.235)] [data_t 0.011] [optim_t 0.214] [lr 0.002792] [CE 4.583 (4.566)] [KD 5.028 (4.946)] 2024-10-12 10:53:02,858 - Train: 17.05% [213350/1251000] [170.5/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.002792] [CE 4.121 (4.549)] [KD 4.533 (4.855)] 2024-10-12 10:53:15,121 - Train: 17.06% [213400/1251000] [170.6/1000.0] [batch_t 0.267 (0.245)] [data_t 0.008] [optim_t 0.259] [lr 0.002792] [CE 4.764 (4.677)] [KD 4.996 (4.926)] 2024-10-12 10:53:27,450 - Train: 17.06% [213450/1251000] [170.6/1000.0] [batch_t 0.244 (0.246)] [data_t 0.007] [optim_t 0.237] [lr 0.002792] [CE 4.476 (4.565)] [KD 4.616 (4.797)] 2024-10-12 10:53:39,727 - Train: 17.07% [213500/1251000] [170.7/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.002792] [CE 4.626 (4.558)] [KD 5.125 (4.900)] 2024-10-12 10:53:51,728 - Train: 17.07% [213550/1251000] [170.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.002792] [CE 4.304 (4.514)] [KD 4.851 (4.822)] 2024-10-12 10:54:03,645 - Train: 17.07% [213600/1251000] [170.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.229] [lr 0.002791] [CE 4.394 (4.549)] [KD 4.808 (4.835)] 2024-10-12 10:54:16,309 - Train: 17.08% [213650/1251000] [170.8/1000.0] [batch_t 0.226 (0.253)] [data_t 0.010] [optim_t 0.215] [lr 0.002791] [CE 4.922 (4.561)] [KD 4.935 (4.847)] 2024-10-12 10:54:28,539 - Train: 17.08% [213700/1251000] [170.8/1000.0] [batch_t 0.256 (0.244)] [data_t 0.008] [optim_t 0.248] [lr 0.002791] [CE 4.874 (4.510)] [KD 4.758 (4.818)] 2024-10-12 10:54:40,862 - Train: 17.09% [213750/1251000] [170.9/1000.0] [batch_t 0.222 (0.246)] [data_t 0.009] [optim_t 0.213] [lr 0.002791] [CE 4.893 (4.484)] [KD 5.089 (4.815)] 2024-10-12 10:54:53,042 - Train: 17.09% [213800/1251000] [170.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.006] [optim_t 0.232] [lr 0.002791] [CE 4.454 (4.640)] [KD 4.781 (4.961)] 2024-10-12 10:55:04,896 - Train: 17.09% [213850/1251000] [170.9/1000.0] [batch_t 0.231 (0.237)] [data_t 0.011] [optim_t 0.220] [lr 0.002791] [CE 4.205 (4.581)] [KD 4.666 (4.859)] 2024-10-12 10:55:16,808 - Train: 17.10% [213900/1251000] [171.0/1000.0] [batch_t 0.253 (0.238)] [data_t 0.010] [optim_t 0.243] [lr 0.002791] [CE 4.690 (4.486)] [KD 5.239 (4.852)] 2024-10-12 10:55:21,921 - ==> Total time: 14:17:14 Eta: 2 days, 21:15:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 10:55:32,528 - Train: 17.10% [213950/1251000] [171.0/1000.0] [batch_t 0.245 (0.267)] [data_t 0.008] [optim_t 0.237] [lr 0.002791] [CE 4.559 (4.498)] [KD 4.838 (4.849)] 2024-10-12 10:55:44,683 - Train: 17.11% [214000/1251000] [171.1/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.002791] [CE 4.721 (4.559)] [KD 5.055 (4.853)] 2024-10-12 10:55:56,705 - Train: 17.11% [214050/1251000] [171.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002791] [CE 4.515 (4.602)] [KD 4.788 (4.875)] 2024-10-12 10:56:08,618 - Train: 17.11% [214100/1251000] [171.1/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.002790] [CE 4.988 (4.524)] [KD 5.136 (4.951)] 2024-10-12 10:56:20,735 - Train: 17.12% [214150/1251000] [171.2/1000.0] [batch_t 0.216 (0.242)] [data_t 0.008] [optim_t 0.209] [lr 0.002790] [CE 3.911 (4.561)] [KD 4.587 (4.826)] 2024-10-12 10:56:32,529 - Train: 17.12% [214200/1251000] [171.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.231] [lr 0.002790] [CE 4.350 (4.548)] [KD 4.735 (4.851)] 2024-10-12 10:56:44,241 - Train: 17.13% [214250/1251000] [171.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.010] [optim_t 0.226] [lr 0.002790] [CE 4.808 (4.537)] [KD 5.116 (4.870)] 2024-10-12 10:56:56,073 - Train: 17.13% [214300/1251000] [171.3/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.002790] [CE 4.222 (4.539)] [KD 4.801 (4.827)] 2024-10-12 10:57:08,663 - Train: 17.13% [214350/1251000] [171.3/1000.0] [batch_t 0.217 (0.252)] [data_t 0.008] [optim_t 0.210] [lr 0.002790] [CE 4.479 (4.564)] [KD 4.962 (4.898)] 2024-10-12 10:57:20,629 - Train: 17.14% [214400/1251000] [171.4/1000.0] [batch_t 0.250 (0.239)] [data_t 0.007] [optim_t 0.244] [lr 0.002790] [CE 4.752 (4.591)] [KD 4.836 (4.876)] 2024-10-12 10:57:32,921 - Train: 17.14% [214450/1251000] [171.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.002790] [CE 3.602 (4.560)] [KD 4.402 (4.930)] 2024-10-12 10:57:44,997 - Train: 17.15% [214500/1251000] [171.5/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.002790] [CE 4.546 (4.527)] [KD 4.925 (4.819)] 2024-10-12 10:57:57,325 - Train: 17.15% [214550/1251000] [171.5/1000.0] [batch_t 0.533 (0.246)] [data_t 0.006] [optim_t 0.527] [lr 0.002790] [CE 4.781 (4.562)] [KD 4.857 (4.848)] 2024-10-12 10:58:09,511 - Train: 17.15% [214600/1251000] [171.5/1000.0] [batch_t 0.247 (0.244)] [data_t 0.010] [optim_t 0.237] [lr 0.002790] [CE 4.427 (4.540)] [KD 4.768 (4.803)] 2024-10-12 10:58:21,986 - Train: 17.16% [214650/1251000] [171.6/1000.0] [batch_t 0.244 (0.249)] [data_t 0.010] [optim_t 0.234] [lr 0.002789] [CE 4.659 (4.555)] [KD 5.058 (4.943)] 2024-10-12 10:58:33,937 - Train: 17.16% [214700/1251000] [171.6/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.002789] [CE 4.682 (4.558)] [KD 4.807 (4.815)] 2024-10-12 10:58:46,033 - Train: 17.17% [214750/1251000] [171.7/1000.0] [batch_t 0.228 (0.242)] [data_t 0.007] [optim_t 0.221] [lr 0.002789] [CE 4.569 (4.543)] [KD 4.602 (4.775)] 2024-10-12 10:58:58,189 - Train: 17.17% [214800/1251000] [171.7/1000.0] [batch_t 0.219 (0.243)] [data_t 0.008] [optim_t 0.211] [lr 0.002789] [CE 4.597 (4.516)] [KD 4.821 (4.797)] 2024-10-12 10:59:10,176 - Train: 17.17% [214850/1251000] [171.7/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.231] [lr 0.002789] [CE 4.234 (4.491)] [KD 4.595 (4.793)] 2024-10-12 10:59:22,442 - Train: 17.18% [214900/1251000] [171.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.002789] [CE 4.291 (4.487)] [KD 4.853 (4.896)] 2024-10-12 10:59:34,360 - Train: 17.18% [214950/1251000] [171.8/1000.0] [batch_t 0.248 (0.238)] [data_t 0.011] [optim_t 0.237] [lr 0.002789] [CE 4.344 (4.407)] [KD 4.662 (4.763)] 2024-10-12 10:59:46,966 - Train: 17.19% [215000/1251000] [171.9/1000.0] [batch_t 0.220 (0.252)] [data_t 0.008] [optim_t 0.212] [lr 0.002789] [CE 4.798 (4.540)] [KD 4.984 (4.847)] 2024-10-12 10:59:58,942 - Train: 17.19% [215050/1251000] [171.9/1000.0] [batch_t 0.228 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.002789] [CE 4.605 (4.504)] [KD 4.776 (4.844)] 2024-10-12 11:00:10,996 - Train: 17.19% [215100/1251000] [171.9/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.002789] [CE 4.231 (4.596)] [KD 4.413 (4.833)] 2024-10-12 11:00:23,063 - Train: 17.20% [215150/1251000] [172.0/1000.0] [batch_t 0.254 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.002788] [CE 4.578 (4.565)] [KD 4.977 (4.797)] 2024-10-12 11:00:28,462 - ==> Total time: 14:22:21 Eta: 2 days, 21:11:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:00:39,035 - Train: 17.20% [215200/1251000] [172.0/1000.0] [batch_t 0.230 (0.270)] [data_t 0.008] [optim_t 0.222] [lr 0.002788] [CE 4.281 (4.550)] [KD 4.706 (4.856)] 2024-10-12 11:00:50,995 - Train: 17.21% [215250/1251000] [172.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002788] [CE 4.701 (4.507)] [KD 4.756 (4.820)] 2024-10-12 11:01:03,012 - Train: 17.21% [215300/1251000] [172.1/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.002788] [CE 4.841 (4.507)] [KD 4.799 (4.837)] 2024-10-12 11:01:15,180 - Train: 17.21% [215350/1251000] [172.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.227] [lr 0.002788] [CE 4.529 (4.554)] [KD 4.800 (4.731)] 2024-10-12 11:01:27,636 - Train: 17.22% [215400/1251000] [172.2/1000.0] [batch_t 0.248 (0.249)] [data_t 0.009] [optim_t 0.239] [lr 0.002788] [CE 4.487 (4.551)] [KD 4.641 (4.808)] 2024-10-12 11:01:39,533 - Train: 17.22% [215450/1251000] [172.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002788] [CE 4.378 (4.477)] [KD 4.683 (4.784)] 2024-10-12 11:01:51,449 - Train: 17.23% [215500/1251000] [172.3/1000.0] [batch_t 0.225 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.002788] [CE 4.550 (4.528)] [KD 4.794 (4.807)] 2024-10-12 11:02:03,876 - Train: 17.23% [215550/1251000] [172.3/1000.0] [batch_t 0.558 (0.248)] [data_t 0.007] [optim_t 0.551] [lr 0.002788] [CE 4.059 (4.510)] [KD 4.525 (4.775)] 2024-10-12 11:02:15,835 - Train: 17.23% [215600/1251000] [172.3/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.002788] [CE 4.929 (4.533)] [KD 4.650 (4.837)] 2024-10-12 11:02:27,743 - Train: 17.24% [215650/1251000] [172.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.008] [optim_t 0.227] [lr 0.002788] [CE 4.573 (4.498)] [KD 4.804 (4.844)] 2024-10-12 11:02:39,595 - Train: 17.24% [215700/1251000] [172.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.231] [lr 0.002787] [CE 4.553 (4.557)] [KD 4.918 (4.843)] 2024-10-12 11:02:51,885 - Train: 17.25% [215750/1251000] [172.5/1000.0] [batch_t 0.231 (0.246)] [data_t 0.010] [optim_t 0.221] [lr 0.002787] [CE 4.542 (4.513)] [KD 5.195 (4.867)] 2024-10-12 11:03:04,136 - Train: 17.25% [215800/1251000] [172.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.006] [optim_t 0.228] [lr 0.002787] [CE 4.233 (4.544)] [KD 4.693 (4.798)] 2024-10-12 11:03:16,369 - Train: 17.25% [215850/1251000] [172.5/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002787] [CE 3.845 (4.542)] [KD 4.503 (4.848)] 2024-10-12 11:03:28,374 - Train: 17.26% [215900/1251000] [172.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.008] [optim_t 0.232] [lr 0.002787] [CE 4.534 (4.629)] [KD 4.995 (4.859)] 2024-10-12 11:03:41,034 - Train: 17.26% [215950/1251000] [172.6/1000.0] [batch_t 0.235 (0.253)] [data_t 0.010] [optim_t 0.225] [lr 0.002787] [CE 4.685 (4.550)] [KD 4.799 (4.856)] 2024-10-12 11:03:53,082 - Train: 17.27% [216000/1251000] [172.7/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.002787] [CE 4.270 (4.458)] [KD 4.506 (4.775)] 2024-10-12 11:04:05,052 - Train: 17.27% [216050/1251000] [172.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.006] [optim_t 0.234] [lr 0.002787] [CE 4.837 (4.527)] [KD 4.904 (4.866)] 2024-10-12 11:04:16,969 - Train: 17.27% [216100/1251000] [172.7/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.002787] [CE 4.802 (4.545)] [KD 4.725 (4.748)] 2024-10-12 11:04:29,402 - Train: 17.28% [216150/1251000] [172.8/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.002787] [CE 4.825 (4.537)] [KD 4.847 (4.818)] 2024-10-12 11:04:41,432 - Train: 17.28% [216200/1251000] [172.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.002786] [CE 4.647 (4.609)] [KD 4.748 (4.859)] 2024-10-12 11:04:53,766 - Train: 17.29% [216250/1251000] [172.9/1000.0] [batch_t 0.245 (0.247)] [data_t 0.010] [optim_t 0.235] [lr 0.002786] [CE 4.476 (4.545)] [KD 4.849 (4.880)] 2024-10-12 11:05:05,944 - Train: 17.29% [216300/1251000] [172.9/1000.0] [batch_t 0.225 (0.243)] [data_t 0.009] [optim_t 0.216] [lr 0.002786] [CE 4.416 (4.498)] [KD 4.630 (4.769)] 2024-10-12 11:05:18,272 - Train: 17.29% [216350/1251000] [172.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.002786] [CE 4.876 (4.546)] [KD 5.079 (4.866)] 2024-10-12 11:05:30,271 - Train: 17.30% [216400/1251000] [173.0/1000.0] [batch_t 0.243 (0.240)] [data_t 0.010] [optim_t 0.233] [lr 0.002786] [CE 4.737 (4.549)] [KD 5.024 (4.875)] 2024-10-12 11:05:35,837 - ==> Total time: 14:27:28 Eta: 2 days, 21:06:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:05:46,160 - Train: 17.30% [216450/1251000] [173.0/1000.0] [batch_t 0.231 (0.265)] [data_t 0.010] [optim_t 0.221] [lr 0.002786] [CE 4.772 (4.451)] [KD 4.944 (4.774)] 2024-10-12 11:05:58,177 - Train: 17.31% [216500/1251000] [173.1/1000.0] [batch_t 0.230 (0.240)] [data_t 0.008] [optim_t 0.222] [lr 0.002786] [CE 4.559 (4.478)] [KD 4.965 (4.836)] 2024-10-12 11:06:10,332 - Train: 17.31% [216550/1251000] [173.1/1000.0] [batch_t 0.250 (0.243)] [data_t 0.011] [optim_t 0.239] [lr 0.002786] [CE 3.725 (4.522)] [KD 4.683 (4.804)] 2024-10-12 11:06:23,004 - Train: 17.31% [216600/1251000] [173.1/1000.0] [batch_t 0.227 (0.253)] [data_t 0.010] [optim_t 0.217] [lr 0.002786] [CE 4.668 (4.506)] [KD 4.510 (4.765)] 2024-10-12 11:06:35,140 - Train: 17.32% [216650/1251000] [173.2/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.002786] [CE 4.302 (4.496)] [KD 4.580 (4.836)] 2024-10-12 11:06:47,029 - Train: 17.32% [216700/1251000] [173.2/1000.0] [batch_t 0.219 (0.238)] [data_t 0.010] [optim_t 0.209] [lr 0.002785] [CE 4.775 (4.536)] [KD 4.983 (4.786)] 2024-10-12 11:06:58,754 - Train: 17.33% [216750/1251000] [173.3/1000.0] [batch_t 0.401 (0.234)] [data_t 0.008] [optim_t 0.394] [lr 0.002785] [CE 4.490 (4.526)] [KD 4.651 (4.831)] 2024-10-12 11:07:10,717 - Train: 17.33% [216800/1251000] [173.3/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.002785] [CE 4.834 (4.591)] [KD 4.860 (4.923)] 2024-10-12 11:07:22,417 - Train: 17.33% [216850/1251000] [173.3/1000.0] [batch_t 0.231 (0.234)] [data_t 0.008] [optim_t 0.222] [lr 0.002785] [CE 4.497 (4.545)] [KD 4.740 (4.826)] 2024-10-12 11:07:34,252 - Train: 17.34% [216900/1251000] [173.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.226] [lr 0.002785] [CE 4.884 (4.510)] [KD 4.759 (4.769)] 2024-10-12 11:07:46,460 - Train: 17.34% [216950/1251000] [173.4/1000.0] [batch_t 0.217 (0.244)] [data_t 0.010] [optim_t 0.207] [lr 0.002785] [CE 4.891 (4.554)] [KD 5.009 (4.781)] 2024-10-12 11:07:58,401 - Train: 17.35% [217000/1251000] [173.5/1000.0] [batch_t 0.221 (0.239)] [data_t 0.010] [optim_t 0.211] [lr 0.002785] [CE 4.492 (4.573)] [KD 4.782 (4.936)] 2024-10-12 11:08:10,225 - Train: 17.35% [217050/1251000] [173.5/1000.0] [batch_t 0.217 (0.236)] [data_t 0.010] [optim_t 0.208] [lr 0.002785] [CE 4.782 (4.557)] [KD 5.122 (4.910)] 2024-10-12 11:08:22,485 - Train: 17.35% [217100/1251000] [173.5/1000.0] [batch_t 0.245 (0.245)] [data_t 0.010] [optim_t 0.234] [lr 0.002785] [CE 4.877 (4.547)] [KD 5.215 (4.930)] 2024-10-12 11:08:34,317 - Train: 17.36% [217150/1251000] [173.6/1000.0] [batch_t 0.231 (0.236)] [data_t 0.008] [optim_t 0.224] [lr 0.002785] [CE 4.423 (4.546)] [KD 4.719 (4.842)] 2024-10-12 11:08:46,531 - Train: 17.36% [217200/1251000] [173.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.002785] [CE 4.471 (4.479)] [KD 4.927 (4.781)] 2024-10-12 11:08:58,776 - Train: 17.37% [217250/1251000] [173.7/1000.0] [batch_t 0.221 (0.245)] [data_t 0.007] [optim_t 0.215] [lr 0.002784] [CE 4.187 (4.485)] [KD 4.539 (4.761)] 2024-10-12 11:09:10,771 - Train: 17.37% [217300/1251000] [173.7/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002784] [CE 4.571 (4.492)] [KD 4.927 (4.756)] 2024-10-12 11:09:22,706 - Train: 17.37% [217350/1251000] [173.7/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.002784] [CE 4.729 (4.604)] [KD 4.925 (4.911)] 2024-10-12 11:09:35,055 - Train: 17.38% [217400/1251000] [173.8/1000.0] [batch_t 0.432 (0.247)] [data_t 0.007] [optim_t 0.424] [lr 0.002784] [CE 4.558 (4.520)] [KD 4.715 (4.846)] 2024-10-12 11:09:46,999 - Train: 17.38% [217450/1251000] [173.8/1000.0] [batch_t 0.246 (0.239)] [data_t 0.008] [optim_t 0.238] [lr 0.002784] [CE 4.112 (4.498)] [KD 4.782 (4.793)] 2024-10-12 11:09:59,428 - Train: 17.39% [217500/1251000] [173.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.002784] [CE 4.761 (4.506)] [KD 4.958 (4.818)] 2024-10-12 11:10:11,737 - Train: 17.39% [217550/1251000] [173.9/1000.0] [batch_t 0.231 (0.246)] [data_t 0.010] [optim_t 0.221] [lr 0.002784] [CE 4.441 (4.592)] [KD 4.986 (4.890)] 2024-10-12 11:10:23,996 - Train: 17.39% [217600/1251000] [173.9/1000.0] [batch_t 0.226 (0.245)] [data_t 0.010] [optim_t 0.216] [lr 0.002784] [CE 4.325 (4.516)] [KD 4.807 (4.890)] 2024-10-12 11:10:36,067 - Train: 17.40% [217650/1251000] [174.0/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.222] [lr 0.002784] [CE 3.768 (4.506)] [KD 4.480 (4.856)] 2024-10-12 11:10:41,341 - ==> Total time: 14:32:34 Eta: 2 days, 21:02:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:10:51,701 - Train: 17.40% [217700/1251000] [174.0/1000.0] [batch_t 0.226 (0.265)] [data_t 0.009] [optim_t 0.217] [lr 0.002784] [CE 5.051 (4.503)] [KD 5.187 (4.917)] 2024-10-12 11:11:03,602 - Train: 17.41% [217750/1251000] [174.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.002783] [CE 4.727 (4.530)] [KD 4.745 (4.823)] 2024-10-12 11:11:15,656 - Train: 17.41% [217800/1251000] [174.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.002783] [CE 4.658 (4.596)] [KD 4.729 (4.839)] 2024-10-12 11:11:27,607 - Train: 17.41% [217850/1251000] [174.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.002783] [CE 4.502 (4.519)] [KD 4.836 (4.799)] 2024-10-12 11:11:39,790 - Train: 17.42% [217900/1251000] [174.2/1000.0] [batch_t 0.227 (0.243)] [data_t 0.010] [optim_t 0.217] [lr 0.002783] [CE 4.506 (4.542)] [KD 5.203 (4.814)] 2024-10-12 11:11:52,024 - Train: 17.42% [217950/1251000] [174.2/1000.0] [batch_t 0.225 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.002783] [CE 4.314 (4.575)] [KD 4.763 (4.850)] 2024-10-12 11:12:03,745 - Train: 17.43% [218000/1251000] [174.3/1000.0] [batch_t 0.237 (0.234)] [data_t 0.010] [optim_t 0.227] [lr 0.002783] [CE 4.569 (4.494)] [KD 4.685 (4.750)] 2024-10-12 11:12:15,751 - Train: 17.43% [218050/1251000] [174.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002783] [CE 4.454 (4.574)] [KD 4.799 (4.845)] 2024-10-12 11:12:28,052 - Train: 17.43% [218100/1251000] [174.3/1000.0] [batch_t 0.249 (0.246)] [data_t 0.006] [optim_t 0.244] [lr 0.002783] [CE 4.798 (4.554)] [KD 4.904 (4.780)] 2024-10-12 11:12:40,252 - Train: 17.44% [218150/1251000] [174.4/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.222] [lr 0.002783] [CE 4.364 (4.571)] [KD 4.735 (4.909)] 2024-10-12 11:12:52,911 - Train: 17.44% [218200/1251000] [174.4/1000.0] [batch_t 0.550 (0.253)] [data_t 0.007] [optim_t 0.543] [lr 0.002783] [CE 4.518 (4.558)] [KD 4.887 (4.796)] 2024-10-12 11:13:04,775 - Train: 17.45% [218250/1251000] [174.5/1000.0] [batch_t 0.241 (0.237)] [data_t 0.010] [optim_t 0.230] [lr 0.002782] [CE 4.818 (4.602)] [KD 4.947 (4.933)] 2024-10-12 11:13:16,573 - Train: 17.45% [218300/1251000] [174.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.002782] [CE 4.784 (4.530)] [KD 4.875 (4.839)] 2024-10-12 11:13:28,364 - Train: 17.45% [218350/1251000] [174.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.010] [optim_t 0.227] [lr 0.002782] [CE 4.579 (4.554)] [KD 4.937 (4.914)] 2024-10-12 11:13:40,321 - Train: 17.46% [218400/1251000] [174.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002782] [CE 3.963 (4.533)] [KD 4.738 (4.835)] 2024-10-12 11:13:52,669 - Train: 17.46% [218450/1251000] [174.6/1000.0] [batch_t 0.244 (0.247)] [data_t 0.006] [optim_t 0.237] [lr 0.002782] [CE 4.622 (4.546)] [KD 4.480 (4.861)] 2024-10-12 11:14:04,777 - Train: 17.47% [218500/1251000] [174.7/1000.0] [batch_t 0.218 (0.242)] [data_t 0.008] [optim_t 0.210] [lr 0.002782] [CE 4.395 (4.544)] [KD 4.850 (4.834)] 2024-10-12 11:14:17,103 - Train: 17.47% [218550/1251000] [174.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.010] [optim_t 0.231] [lr 0.002782] [CE 4.474 (4.510)] [KD 4.978 (4.820)] 2024-10-12 11:14:28,819 - Train: 17.47% [218600/1251000] [174.7/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002782] [CE 4.722 (4.529)] [KD 5.013 (4.857)] 2024-10-12 11:14:40,607 - Train: 17.48% [218650/1251000] [174.8/1000.0] [batch_t 0.244 (0.236)] [data_t 0.010] [optim_t 0.234] [lr 0.002782] [CE 4.903 (4.471)] [KD 5.345 (4.773)] 2024-10-12 11:14:52,765 - Train: 17.48% [218700/1251000] [174.8/1000.0] [batch_t 0.248 (0.243)] [data_t 0.008] [optim_t 0.239] [lr 0.002782] [CE 5.123 (4.533)] [KD 5.161 (4.812)] 2024-10-12 11:15:05,045 - Train: 17.49% [218750/1251000] [174.9/1000.0] [batch_t 0.246 (0.245)] [data_t 0.007] [optim_t 0.239] [lr 0.002782] [CE 5.117 (4.584)] [KD 5.570 (4.917)] 2024-10-12 11:15:16,718 - Train: 17.49% [218800/1251000] [174.9/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002781] [CE 4.536 (4.525)] [KD 4.800 (4.853)] 2024-10-12 11:15:29,181 - Train: 17.49% [218850/1251000] [174.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.228] [lr 0.002781] [CE 4.655 (4.523)] [KD 4.520 (4.806)] 2024-10-12 11:15:40,612 - Train: 17.50% [218900/1251000] [175.0/1000.0] [batch_t 0.228 (0.228)] [data_t 0.010] [optim_t 0.218] [lr 0.002781] [CE 5.101 (4.542)] [KD 5.114 (4.795)] 2024-10-12 11:15:56,234 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.184)] [top1_cnt 34538] [top5_cnt 44671] [top_all 50000] 2024-10-12 11:15:56,235 - net: 69.076 (89.342) 2024-10-12 11:16:05,294 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 37674] [top5_cnt 46257] [top_all 50000] 2024-10-12 11:16:05,295 - net_E: 75.348 (92.514) 2024-10-12 11:16:05,524 - Max [top1: 69.934 (epoch: 170)] [top1-ema: 75.348 (epoch: 175)] 2024-10-12 11:16:05,525 - ==> Total time: 14:37:58 Eta: 2 days, 20:59:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:16:23,913 - Train: 17.50% [218950/1251000] [175.0/1000.0] [batch_t 0.222 (0.260)] [data_t 0.013] [optim_t 0.210] [lr 0.002781] [CE 4.977 (4.497)] [KD 4.886 (4.819)] 2024-10-12 11:16:36,204 - Train: 17.51% [219000/1251000] [175.1/1000.0] [batch_t 0.217 (0.246)] [data_t 0.009] [optim_t 0.207] [lr 0.002781] [CE 4.780 (4.516)] [KD 4.971 (4.746)] 2024-10-12 11:16:48,437 - Train: 17.51% [219050/1251000] [175.1/1000.0] [batch_t 0.221 (0.245)] [data_t 0.008] [optim_t 0.213] [lr 0.002781] [CE 5.184 (4.525)] [KD 5.304 (4.773)] 2024-10-12 11:17:00,245 - Train: 17.51% [219100/1251000] [175.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.008] [optim_t 0.224] [lr 0.002781] [CE 4.448 (4.489)] [KD 4.870 (4.749)] 2024-10-12 11:17:12,476 - Train: 17.52% [219150/1251000] [175.2/1000.0] [batch_t 0.224 (0.244)] [data_t 0.008] [optim_t 0.216] [lr 0.002781] [CE 4.503 (4.539)] [KD 4.546 (4.751)] 2024-10-12 11:17:24,303 - Train: 17.52% [219200/1251000] [175.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002781] [CE 4.206 (4.442)] [KD 4.726 (4.733)] 2024-10-12 11:17:36,323 - Train: 17.53% [219250/1251000] [175.3/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.002781] [CE 4.500 (4.542)] [KD 4.729 (4.873)] 2024-10-12 11:17:48,419 - Train: 17.53% [219300/1251000] [175.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002780] [CE 4.486 (4.471)] [KD 4.904 (4.811)] 2024-10-12 11:17:59,966 - Train: 17.53% [219350/1251000] [175.3/1000.0] [batch_t 0.230 (0.231)] [data_t 0.007] [optim_t 0.223] [lr 0.002780] [CE 4.356 (4.510)] [KD 4.752 (4.803)] 2024-10-12 11:18:11,770 - Train: 17.54% [219400/1251000] [175.4/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.002780] [CE 4.587 (4.496)] [KD 4.798 (4.802)] 2024-10-12 11:18:24,315 - Train: 17.54% [219450/1251000] [175.4/1000.0] [batch_t 0.241 (0.251)] [data_t 0.008] [optim_t 0.234] [lr 0.002780] [CE 4.358 (4.568)] [KD 4.779 (4.856)] 2024-10-12 11:18:36,269 - Train: 17.55% [219500/1251000] [175.5/1000.0] [batch_t 0.240 (0.239)] [data_t 0.010] [optim_t 0.230] [lr 0.002780] [CE 4.614 (4.562)] [KD 4.643 (4.823)] 2024-10-12 11:18:47,915 - Train: 17.55% [219550/1251000] [175.5/1000.0] [batch_t 0.259 (0.233)] [data_t 0.006] [optim_t 0.253] [lr 0.002780] [CE 4.737 (4.562)] [KD 4.964 (4.883)] 2024-10-12 11:18:59,984 - Train: 17.55% [219600/1251000] [175.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.002780] [CE 4.255 (4.546)] [KD 4.753 (4.834)] 2024-10-12 11:19:12,203 - Train: 17.56% [219650/1251000] [175.6/1000.0] [batch_t 0.229 (0.244)] [data_t 0.009] [optim_t 0.220] [lr 0.002780] [CE 4.767 (4.478)] [KD 4.985 (4.796)] 2024-10-12 11:19:24,297 - Train: 17.56% [219700/1251000] [175.6/1000.0] [batch_t 0.251 (0.242)] [data_t 0.011] [optim_t 0.240] [lr 0.002780] [CE 4.448 (4.575)] [KD 4.778 (4.889)] 2024-10-12 11:19:36,507 - Train: 17.57% [219750/1251000] [175.7/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.002780] [CE 4.791 (4.522)] [KD 4.813 (4.926)] 2024-10-12 11:19:48,525 - Train: 17.57% [219800/1251000] [175.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002779] [CE 4.232 (4.485)] [KD 4.849 (4.810)] 2024-10-12 11:20:00,789 - Train: 17.57% [219850/1251000] [175.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002779] [CE 4.547 (4.449)] [KD 4.857 (4.771)] 2024-10-12 11:20:13,056 - Train: 17.58% [219900/1251000] [175.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.010] [optim_t 0.225] [lr 0.002779] [CE 4.240 (4.554)] [KD 4.803 (4.798)] 2024-10-12 11:20:25,001 - Train: 17.58% [219950/1251000] [175.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.008] [optim_t 0.225] [lr 0.002779] [CE 4.497 (4.553)] [KD 5.004 (4.901)] 2024-10-12 11:20:37,262 - Train: 17.59% [220000/1251000] [175.9/1000.0] [batch_t 0.252 (0.245)] [data_t 0.008] [optim_t 0.243] [lr 0.002779] [CE 4.367 (4.429)] [KD 4.895 (4.783)] 2024-10-12 11:20:49,997 - Train: 17.59% [220050/1251000] [175.9/1000.0] [batch_t 0.230 (0.255)] [data_t 0.009] [optim_t 0.221] [lr 0.002779] [CE 4.413 (4.606)] [KD 4.744 (4.871)] 2024-10-12 11:21:02,144 - Train: 17.59% [220100/1251000] [175.9/1000.0] [batch_t 0.221 (0.243)] [data_t 0.010] [optim_t 0.211] [lr 0.002779] [CE 3.894 (4.525)] [KD 4.455 (4.823)] 2024-10-12 11:21:14,068 - Train: 17.60% [220150/1251000] [176.0/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002779] [CE 4.662 (4.568)] [KD 4.942 (4.838)] 2024-10-12 11:21:20,060 - ==> Total time: 14:43:12 Eta: 2 days, 20:55:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:21:29,748 - Train: 17.60% [220200/1251000] [176.0/1000.0] [batch_t 0.226 (0.274)] [data_t 0.008] [optim_t 0.218] [lr 0.002779] [CE 4.126 (4.448)] [KD 4.428 (4.769)] 2024-10-12 11:21:42,152 - Train: 17.61% [220250/1251000] [176.1/1000.0] [batch_t 0.217 (0.248)] [data_t 0.007] [optim_t 0.209] [lr 0.002779] [CE 4.614 (4.502)] [KD 4.639 (4.754)] 2024-10-12 11:21:54,035 - Train: 17.61% [220300/1251000] [176.1/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002778] [CE 4.979 (4.523)] [KD 5.019 (4.714)] 2024-10-12 11:22:05,821 - Train: 17.61% [220350/1251000] [176.1/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.002778] [CE 4.707 (4.552)] [KD 4.669 (4.795)] 2024-10-12 11:22:17,858 - Train: 17.62% [220400/1251000] [176.2/1000.0] [batch_t 0.427 (0.241)] [data_t 0.007] [optim_t 0.420] [lr 0.002778] [CE 4.663 (4.521)] [KD 5.033 (4.817)] 2024-10-12 11:22:29,845 - Train: 17.62% [220450/1251000] [176.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.002778] [CE 4.713 (4.527)] [KD 5.243 (4.892)] 2024-10-12 11:22:41,869 - Train: 17.63% [220500/1251000] [176.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.010] [optim_t 0.225] [lr 0.002778] [CE 4.443 (4.523)] [KD 4.780 (4.863)] 2024-10-12 11:22:53,703 - Train: 17.63% [220550/1251000] [176.3/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002778] [CE 4.425 (4.528)] [KD 4.677 (4.781)] 2024-10-12 11:23:05,580 - Train: 17.63% [220600/1251000] [176.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.011] [optim_t 0.225] [lr 0.002778] [CE 4.884 (4.582)] [KD 5.103 (4.830)] 2024-10-12 11:23:17,846 - Train: 17.64% [220650/1251000] [176.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.002778] [CE 4.462 (4.468)] [KD 4.609 (4.814)] 2024-10-12 11:23:29,609 - Train: 17.64% [220700/1251000] [176.4/1000.0] [batch_t 0.224 (0.235)] [data_t 0.007] [optim_t 0.217] [lr 0.002778] [CE 4.146 (4.489)] [KD 4.465 (4.809)] 2024-10-12 11:23:41,301 - Train: 17.65% [220750/1251000] [176.5/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.002778] [CE 4.866 (4.621)] [KD 4.977 (4.836)] 2024-10-12 11:23:52,995 - Train: 17.65% [220800/1251000] [176.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.008] [optim_t 0.224] [lr 0.002778] [CE 4.768 (4.561)] [KD 5.061 (4.907)] 2024-10-12 11:24:05,463 - Train: 17.65% [220850/1251000] [176.5/1000.0] [batch_t 0.248 (0.249)] [data_t 0.007] [optim_t 0.241] [lr 0.002777] [CE 4.298 (4.520)] [KD 4.867 (4.788)] 2024-10-12 11:24:17,878 - Train: 17.66% [220900/1251000] [176.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.006] [optim_t 0.233] [lr 0.002777] [CE 4.262 (4.566)] [KD 4.734 (4.938)] 2024-10-12 11:24:30,152 - Train: 17.66% [220950/1251000] [176.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.010] [optim_t 0.222] [lr 0.002777] [CE 4.604 (4.581)] [KD 5.048 (4.798)] 2024-10-12 11:24:41,876 - Train: 17.67% [221000/1251000] [176.7/1000.0] [batch_t 0.231 (0.234)] [data_t 0.008] [optim_t 0.223] [lr 0.002777] [CE 4.397 (4.567)] [KD 4.666 (4.835)] 2024-10-12 11:24:54,332 - Train: 17.67% [221050/1251000] [176.7/1000.0] [batch_t 0.252 (0.249)] [data_t 0.007] [optim_t 0.245] [lr 0.002777] [CE 4.159 (4.546)] [KD 4.505 (4.816)] 2024-10-12 11:25:06,359 - Train: 17.67% [221100/1251000] [176.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.002777] [CE 4.372 (4.515)] [KD 4.558 (4.817)] 2024-10-12 11:25:18,456 - Train: 17.68% [221150/1251000] [176.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.002777] [CE 4.377 (4.474)] [KD 4.906 (4.714)] 2024-10-12 11:25:30,958 - Train: 17.68% [221200/1251000] [176.8/1000.0] [batch_t 0.223 (0.250)] [data_t 0.009] [optim_t 0.215] [lr 0.002777] [CE 4.900 (4.656)] [KD 5.375 (4.952)] 2024-10-12 11:25:42,812 - Train: 17.69% [221250/1251000] [176.9/1000.0] [batch_t 0.243 (0.237)] [data_t 0.007] [optim_t 0.235] [lr 0.002777] [CE 4.792 (4.522)] [KD 5.020 (4.847)] 2024-10-12 11:25:54,761 - Train: 17.69% [221300/1251000] [176.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.002777] [CE 4.598 (4.491)] [KD 4.594 (4.788)] 2024-10-12 11:26:07,076 - Train: 17.69% [221350/1251000] [176.9/1000.0] [batch_t 0.505 (0.246)] [data_t 0.009] [optim_t 0.496] [lr 0.002776] [CE 4.854 (4.525)] [KD 5.134 (4.822)] 2024-10-12 11:26:19,087 - Train: 17.70% [221400/1251000] [177.0/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.002776] [CE 4.947 (4.558)] [KD 5.094 (4.816)] 2024-10-12 11:26:25,350 - ==> Total time: 14:48:18 Eta: 2 days, 20:50:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:26:34,843 - Train: 17.70% [221450/1251000] [177.0/1000.0] [batch_t 0.247 (0.268)] [data_t 0.009] [optim_t 0.238] [lr 0.002776] [CE 4.375 (4.533)] [KD 4.637 (4.782)] 2024-10-12 11:26:47,128 - Train: 17.71% [221500/1251000] [177.1/1000.0] [batch_t 0.224 (0.246)] [data_t 0.009] [optim_t 0.215] [lr 0.002776] [CE 4.683 (4.541)] [KD 4.973 (4.775)] 2024-10-12 11:26:58,959 - Train: 17.71% [221550/1251000] [177.1/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.002776] [CE 4.533 (4.501)] [KD 4.725 (4.840)] 2024-10-12 11:27:11,211 - Train: 17.71% [221600/1251000] [177.1/1000.0] [batch_t 0.247 (0.245)] [data_t 0.008] [optim_t 0.239] [lr 0.002776] [CE 4.554 (4.497)] [KD 4.595 (4.732)] 2024-10-12 11:27:23,008 - Train: 17.72% [221650/1251000] [177.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002776] [CE 5.130 (4.555)] [KD 5.343 (4.812)] 2024-10-12 11:27:35,445 - Train: 17.72% [221700/1251000] [177.2/1000.0] [batch_t 0.217 (0.249)] [data_t 0.007] [optim_t 0.211] [lr 0.002776] [CE 4.711 (4.525)] [KD 4.931 (4.784)] 2024-10-12 11:27:47,642 - Train: 17.73% [221750/1251000] [177.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.002776] [CE 4.404 (4.465)] [KD 4.669 (4.753)] 2024-10-12 11:27:59,316 - Train: 17.73% [221800/1251000] [177.3/1000.0] [batch_t 0.247 (0.233)] [data_t 0.010] [optim_t 0.237] [lr 0.002776] [CE 4.744 (4.467)] [KD 5.042 (4.806)] 2024-10-12 11:28:11,572 - Train: 17.73% [221850/1251000] [177.3/1000.0] [batch_t 0.414 (0.245)] [data_t 0.008] [optim_t 0.406] [lr 0.002775] [CE 4.575 (4.573)] [KD 4.878 (4.931)] 2024-10-12 11:28:23,630 - Train: 17.74% [221900/1251000] [177.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.007] [optim_t 0.231] [lr 0.002775] [CE 4.734 (4.553)] [KD 4.851 (4.771)] 2024-10-12 11:28:35,683 - Train: 17.74% [221950/1251000] [177.4/1000.0] [batch_t 0.215 (0.241)] [data_t 0.008] [optim_t 0.208] [lr 0.002775] [CE 4.965 (4.548)] [KD 4.744 (4.815)] 2024-10-12 11:28:47,521 - Train: 17.75% [222000/1251000] [177.5/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002775] [CE 4.715 (4.512)] [KD 5.050 (4.832)] 2024-10-12 11:28:59,821 - Train: 17.75% [222050/1251000] [177.5/1000.0] [batch_t 0.227 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.002775] [CE 4.204 (4.451)] [KD 4.783 (4.739)] 2024-10-12 11:29:11,777 - Train: 17.75% [222100/1251000] [177.5/1000.0] [batch_t 0.224 (0.239)] [data_t 0.007] [optim_t 0.217] [lr 0.002775] [CE 4.758 (4.480)] [KD 4.929 (4.847)] 2024-10-12 11:29:23,781 - Train: 17.76% [222150/1251000] [177.6/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.002775] [CE 4.605 (4.548)] [KD 4.855 (4.846)] 2024-10-12 11:29:35,737 - Train: 17.76% [222200/1251000] [177.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.002775] [CE 4.401 (4.557)] [KD 4.643 (4.828)] 2024-10-12 11:29:47,844 - Train: 17.77% [222250/1251000] [177.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.002775] [CE 4.882 (4.584)] [KD 4.797 (4.823)] 2024-10-12 11:30:00,077 - Train: 17.77% [222300/1251000] [177.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.007] [optim_t 0.232] [lr 0.002775] [CE 4.352 (4.574)] [KD 5.002 (4.871)] 2024-10-12 11:30:12,544 - Train: 17.77% [222350/1251000] [177.7/1000.0] [batch_t 0.259 (0.249)] [data_t 0.008] [optim_t 0.251] [lr 0.002774] [CE 4.488 (4.502)] [KD 4.813 (4.760)] 2024-10-12 11:30:24,609 - Train: 17.78% [222400/1251000] [177.8/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.002774] [CE 4.998 (4.485)] [KD 5.211 (4.771)] 2024-10-12 11:30:36,343 - Train: 17.78% [222450/1251000] [177.8/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.223] [lr 0.002774] [CE 4.619 (4.576)] [KD 4.533 (4.835)] 2024-10-12 11:30:48,818 - Train: 17.79% [222500/1251000] [177.9/1000.0] [batch_t 0.246 (0.249)] [data_t 0.008] [optim_t 0.238] [lr 0.002774] [CE 4.132 (4.544)] [KD 4.636 (4.813)] 2024-10-12 11:31:00,806 - Train: 17.79% [222550/1251000] [177.9/1000.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.002774] [CE 4.508 (4.540)] [KD 4.983 (4.883)] 2024-10-12 11:31:13,052 - Train: 17.79% [222600/1251000] [177.9/1000.0] [batch_t 0.560 (0.245)] [data_t 0.009] [optim_t 0.551] [lr 0.002774] [CE 4.134 (4.500)] [KD 4.712 (4.779)] 2024-10-12 11:31:24,919 - Train: 17.80% [222650/1251000] [178.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002774] [CE 4.533 (4.549)] [KD 4.959 (4.773)] 2024-10-12 11:31:31,315 - ==> Total time: 14:53:24 Eta: 2 days, 20:45:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:31:40,853 - Train: 17.80% [222700/1251000] [178.0/1000.0] [batch_t 0.242 (0.288)] [data_t 0.009] [optim_t 0.233] [lr 0.002774] [CE 4.871 (4.602)] [KD 4.962 (4.947)] 2024-10-12 11:31:53,278 - Train: 17.81% [222750/1251000] [178.1/1000.0] [batch_t 0.231 (0.248)] [data_t 0.010] [optim_t 0.220] [lr 0.002774] [CE 4.735 (4.511)] [KD 4.765 (4.875)] 2024-10-12 11:32:05,390 - Train: 17.81% [222800/1251000] [178.1/1000.0] [batch_t 0.253 (0.242)] [data_t 0.007] [optim_t 0.246] [lr 0.002774] [CE 4.088 (4.482)] [KD 4.406 (4.802)] 2024-10-12 11:32:17,873 - Train: 17.81% [222850/1251000] [178.1/1000.0] [batch_t 0.263 (0.249)] [data_t 0.006] [optim_t 0.257] [lr 0.002773] [CE 4.074 (4.566)] [KD 4.490 (4.755)] 2024-10-12 11:32:30,094 - Train: 17.82% [222900/1251000] [178.2/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.002773] [CE 4.163 (4.523)] [KD 4.279 (4.740)] 2024-10-12 11:32:42,154 - Train: 17.82% [222950/1251000] [178.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.002773] [CE 4.757 (4.510)] [KD 4.843 (4.762)] 2024-10-12 11:32:54,531 - Train: 17.83% [223000/1251000] [178.3/1000.0] [batch_t 0.257 (0.247)] [data_t 0.007] [optim_t 0.250] [lr 0.002773] [CE 4.944 (4.529)] [KD 5.045 (4.837)] 2024-10-12 11:33:06,690 - Train: 17.83% [223050/1251000] [178.3/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.002773] [CE 4.660 (4.611)] [KD 5.306 (4.944)] 2024-10-12 11:33:18,293 - Train: 17.83% [223100/1251000] [178.3/1000.0] [batch_t 0.219 (0.232)] [data_t 0.010] [optim_t 0.210] [lr 0.002773] [CE 4.773 (4.470)] [KD 4.971 (4.812)] 2024-10-12 11:33:30,101 - Train: 17.84% [223150/1251000] [178.4/1000.0] [batch_t 0.239 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.002773] [CE 4.979 (4.507)] [KD 5.309 (4.797)] 2024-10-12 11:33:42,639 - Train: 17.84% [223200/1251000] [178.4/1000.0] [batch_t 0.224 (0.251)] [data_t 0.010] [optim_t 0.214] [lr 0.002773] [CE 4.197 (4.506)] [KD 4.909 (4.798)] 2024-10-12 11:33:54,390 - Train: 17.85% [223250/1251000] [178.5/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.223] [lr 0.002773] [CE 4.786 (4.537)] [KD 5.232 (4.912)] 2024-10-12 11:34:06,616 - Train: 17.85% [223300/1251000] [178.5/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.216] [lr 0.002773] [CE 4.442 (4.582)] [KD 4.814 (4.917)] 2024-10-12 11:34:18,657 - Train: 17.85% [223350/1251000] [178.5/1000.0] [batch_t 0.227 (0.241)] [data_t 0.010] [optim_t 0.217] [lr 0.002772] [CE 4.228 (4.503)] [KD 4.710 (4.806)] 2024-10-12 11:34:30,377 - Train: 17.86% [223400/1251000] [178.6/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.002772] [CE 4.477 (4.485)] [KD 4.536 (4.787)] 2024-10-12 11:34:42,190 - Train: 17.86% [223450/1251000] [178.6/1000.0] [batch_t 0.209 (0.236)] [data_t 0.007] [optim_t 0.201] [lr 0.002772] [CE 4.460 (4.537)] [KD 4.747 (4.860)] 2024-10-12 11:34:54,202 - Train: 17.87% [223500/1251000] [178.7/1000.0] [batch_t 0.226 (0.240)] [data_t 0.008] [optim_t 0.218] [lr 0.002772] [CE 4.384 (4.533)] [KD 4.890 (4.840)] 2024-10-12 11:35:06,350 - Train: 17.87% [223550/1251000] [178.7/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.002772] [CE 4.993 (4.477)] [KD 4.742 (4.798)] 2024-10-12 11:35:18,604 - Train: 17.87% [223600/1251000] [178.7/1000.0] [batch_t 0.250 (0.245)] [data_t 0.008] [optim_t 0.242] [lr 0.002772] [CE 4.466 (4.572)] [KD 4.905 (4.813)] 2024-10-12 11:35:30,864 - Train: 17.88% [223650/1251000] [178.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002772] [CE 4.635 (4.563)] [KD 4.655 (4.939)] 2024-10-12 11:35:42,773 - Train: 17.88% [223700/1251000] [178.8/1000.0] [batch_t 0.243 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.002772] [CE 4.275 (4.508)] [KD 4.855 (4.766)] 2024-10-12 11:35:54,585 - Train: 17.89% [223750/1251000] [178.9/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.002772] [CE 4.403 (4.503)] [KD 4.673 (4.849)] 2024-10-12 11:36:06,836 - Train: 17.89% [223800/1251000] [178.9/1000.0] [batch_t 0.437 (0.245)] [data_t 0.010] [optim_t 0.427] [lr 0.002772] [CE 4.797 (4.583)] [KD 5.170 (4.782)] 2024-10-12 11:36:19,517 - Train: 17.89% [223850/1251000] [178.9/1000.0] [batch_t 0.241 (0.253)] [data_t 0.010] [optim_t 0.231] [lr 0.002771] [CE 4.331 (4.486)] [KD 4.486 (4.803)] 2024-10-12 11:36:31,370 - Train: 17.90% [223900/1251000] [179.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.011] [optim_t 0.222] [lr 0.002771] [CE 4.947 (4.465)] [KD 5.275 (4.803)] 2024-10-12 11:36:37,996 - ==> Total time: 14:58:30 Eta: 2 days, 20:41:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:36:46,618 - Train: 17.90% [223950/1251000] [179.0/1000.0] [batch_t 0.233 (0.261)] [data_t 0.009] [optim_t 0.224] [lr 0.002771] [CE 4.387 (4.498)] [KD 4.611 (4.838)] 2024-10-12 11:36:58,768 - Train: 17.91% [224000/1251000] [179.1/1000.0] [batch_t 0.211 (0.243)] [data_t 0.007] [optim_t 0.204] [lr 0.002771] [CE 4.307 (4.520)] [KD 4.753 (4.849)] 2024-10-12 11:37:10,960 - Train: 17.91% [224050/1251000] [179.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.002771] [CE 4.339 (4.477)] [KD 4.703 (4.774)] 2024-10-12 11:37:22,606 - Train: 17.91% [224100/1251000] [179.1/1000.0] [batch_t 0.482 (0.233)] [data_t 0.006] [optim_t 0.476] [lr 0.002771] [CE 4.466 (4.550)] [KD 4.684 (4.818)] 2024-10-12 11:37:34,162 - Train: 17.92% [224150/1251000] [179.2/1000.0] [batch_t 0.412 (0.231)] [data_t 0.008] [optim_t 0.404] [lr 0.002771] [CE 4.416 (4.549)] [KD 4.660 (4.785)] 2024-10-12 11:37:46,317 - Train: 17.92% [224200/1251000] [179.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.002771] [CE 3.829 (4.495)] [KD 4.423 (4.842)] 2024-10-12 11:37:57,728 - Train: 17.93% [224250/1251000] [179.3/1000.0] [batch_t 0.243 (0.228)] [data_t 0.007] [optim_t 0.237] [lr 0.002771] [CE 4.599 (4.480)] [KD 5.032 (4.821)] 2024-10-12 11:38:09,262 - Train: 17.93% [224300/1251000] [179.3/1000.0] [batch_t 0.242 (0.231)] [data_t 0.008] [optim_t 0.234] [lr 0.002771] [CE 4.552 (4.555)] [KD 5.011 (4.825)] 2024-10-12 11:38:21,847 - Train: 17.93% [224350/1251000] [179.3/1000.0] [batch_t 0.228 (0.252)] [data_t 0.009] [optim_t 0.219] [lr 0.002770] [CE 4.662 (4.516)] [KD 4.853 (4.789)] 2024-10-12 11:38:33,505 - Train: 17.94% [224400/1251000] [179.4/1000.0] [batch_t 0.229 (0.233)] [data_t 0.007] [optim_t 0.222] [lr 0.002770] [CE 4.224 (4.480)] [KD 4.488 (4.769)] 2024-10-12 11:38:44,999 - Train: 17.94% [224450/1251000] [179.4/1000.0] [batch_t 0.231 (0.230)] [data_t 0.007] [optim_t 0.223] [lr 0.002770] [CE 4.436 (4.569)] [KD 4.655 (4.786)] 2024-10-12 11:38:57,277 - Train: 17.95% [224500/1251000] [179.5/1000.0] [batch_t 0.219 (0.245)] [data_t 0.010] [optim_t 0.209] [lr 0.002770] [CE 4.762 (4.487)] [KD 5.071 (4.735)] 2024-10-12 11:39:09,098 - Train: 17.95% [224550/1251000] [179.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.002770] [CE 4.826 (4.476)] [KD 4.897 (4.744)] 2024-10-12 11:39:20,758 - Train: 17.95% [224600/1251000] [179.5/1000.0] [batch_t 0.240 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.002770] [CE 4.064 (4.593)] [KD 4.741 (4.876)] 2024-10-12 11:39:32,700 - Train: 17.96% [224650/1251000] [179.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.002770] [CE 4.474 (4.519)] [KD 4.631 (4.811)] 2024-10-12 11:39:44,448 - Train: 17.96% [224700/1251000] [179.6/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.002770] [CE 4.943 (4.498)] [KD 4.751 (4.835)] 2024-10-12 11:39:56,133 - Train: 17.97% [224750/1251000] [179.7/1000.0] [batch_t 0.223 (0.234)] [data_t 0.010] [optim_t 0.213] [lr 0.002770] [CE 4.584 (4.581)] [KD 4.699 (4.835)] 2024-10-12 11:40:08,281 - Train: 17.97% [224800/1251000] [179.7/1000.0] [batch_t 0.227 (0.243)] [data_t 0.008] [optim_t 0.219] [lr 0.002770] [CE 4.790 (4.510)] [KD 4.819 (4.811)] 2024-10-12 11:40:20,071 - Train: 17.97% [224850/1251000] [179.7/1000.0] [batch_t 0.226 (0.236)] [data_t 0.010] [optim_t 0.216] [lr 0.002769] [CE 4.490 (4.549)] [KD 4.733 (4.859)] 2024-10-12 11:40:31,511 - Train: 17.98% [224900/1251000] [179.8/1000.0] [batch_t 0.233 (0.229)] [data_t 0.008] [optim_t 0.225] [lr 0.002769] [CE 4.254 (4.550)] [KD 4.659 (4.880)] 2024-10-12 11:40:43,728 - Train: 17.98% [224950/1251000] [179.8/1000.0] [batch_t 0.231 (0.244)] [data_t 0.010] [optim_t 0.221] [lr 0.002769] [CE 4.479 (4.452)] [KD 4.678 (4.788)] 2024-10-12 11:40:55,761 - Train: 17.99% [225000/1251000] [179.9/1000.0] [batch_t 0.222 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.002769] [CE 4.135 (4.509)] [KD 4.923 (4.873)] 2024-10-12 11:41:07,192 - Train: 17.99% [225050/1251000] [179.9/1000.0] [batch_t 0.220 (0.228)] [data_t 0.008] [optim_t 0.212] [lr 0.002769] [CE 4.690 (4.588)] [KD 5.046 (4.827)] 2024-10-12 11:41:18,894 - Train: 17.99% [225100/1251000] [179.9/1000.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.220] [lr 0.002769] [CE 4.323 (4.583)] [KD 4.813 (4.939)] 2024-10-12 11:41:31,361 - Train: 18.00% [225150/1251000] [180.0/1000.0] [batch_t 0.224 (0.249)] [data_t 0.008] [optim_t 0.216] [lr 0.002769] [CE 4.778 (4.520)] [KD 4.887 (4.894)] 2024-10-12 11:41:48,029 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.186)] [top1_cnt 34422] [top5_cnt 44600] [top_all 50000] 2024-10-12 11:41:48,029 - net: 68.844 (89.200) 2024-10-12 11:41:56,775 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 37732] [top5_cnt 46265] [top_all 50000] 2024-10-12 11:41:56,775 - net_E: 75.464 (92.530) 2024-10-12 11:41:56,989 - Max [top1: 69.934 (epoch: 170)] [top1-ema: 75.464 (epoch: 180)] 2024-10-12 11:41:56,990 - ==> Total time: 15:03:49 Eta: 2 days, 20:37:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:42:22,374 - Train: 18.00% [225200/1251000] [180.0/1000.0] [batch_t 0.231 (0.267)] [data_t 0.009] [optim_t 0.222] [lr 0.002769] [CE 4.563 (4.458)] [KD 4.890 (4.794)] 2024-10-12 11:42:34,187 - Train: 18.01% [225250/1251000] [180.1/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.217] [lr 0.002769] [CE 4.051 (4.547)] [KD 4.395 (4.779)] 2024-10-12 11:42:45,721 - Train: 18.01% [225300/1251000] [180.1/1000.0] [batch_t 0.224 (0.231)] [data_t 0.007] [optim_t 0.217] [lr 0.002769] [CE 4.214 (4.490)] [KD 4.705 (4.739)] 2024-10-12 11:42:57,538 - Train: 18.01% [225350/1251000] [180.1/1000.0] [batch_t 0.204 (0.236)] [data_t 0.007] [optim_t 0.197] [lr 0.002768] [CE 4.767 (4.586)] [KD 5.072 (4.941)] 2024-10-12 11:43:09,512 - Train: 18.02% [225400/1251000] [180.2/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.218] [lr 0.002768] [CE 4.633 (4.551)] [KD 4.799 (4.855)] 2024-10-12 11:43:21,041 - Train: 18.02% [225450/1251000] [180.2/1000.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.002768] [CE 4.417 (4.583)] [KD 4.745 (4.808)] 2024-10-12 11:43:32,612 - Train: 18.03% [225500/1251000] [180.3/1000.0] [batch_t 0.225 (0.231)] [data_t 0.010] [optim_t 0.216] [lr 0.002768] [CE 4.750 (4.511)] [KD 5.110 (4.784)] 2024-10-12 11:43:43,987 - Train: 18.03% [225550/1251000] [180.3/1000.0] [batch_t 0.222 (0.227)] [data_t 0.010] [optim_t 0.212] [lr 0.002768] [CE 4.164 (4.460)] [KD 4.591 (4.720)] 2024-10-12 11:43:56,273 - Train: 18.03% [225600/1251000] [180.3/1000.0] [batch_t 0.257 (0.246)] [data_t 0.009] [optim_t 0.248] [lr 0.002768] [CE 4.399 (4.470)] [KD 4.683 (4.728)] 2024-10-12 11:44:08,182 - Train: 18.04% [225650/1251000] [180.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.008] [optim_t 0.227] [lr 0.002768] [CE 3.999 (4.567)] [KD 4.800 (4.864)] 2024-10-12 11:44:20,168 - Train: 18.04% [225700/1251000] [180.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002768] [CE 4.583 (4.508)] [KD 4.818 (4.752)] 2024-10-12 11:44:31,991 - Train: 18.05% [225750/1251000] [180.5/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002768] [CE 5.221 (4.617)] [KD 4.889 (4.827)] 2024-10-12 11:44:44,106 - Train: 18.05% [225800/1251000] [180.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.006] [optim_t 0.228] [lr 0.002768] [CE 4.580 (4.484)] [KD 5.015 (4.779)] 2024-10-12 11:44:55,755 - Train: 18.05% [225850/1251000] [180.5/1000.0] [batch_t 0.219 (0.233)] [data_t 0.010] [optim_t 0.209] [lr 0.002767] [CE 3.982 (4.539)] [KD 4.539 (4.798)] 2024-10-12 11:45:08,035 - Train: 18.06% [225900/1251000] [180.6/1000.0] [batch_t 0.550 (0.245)] [data_t 0.006] [optim_t 0.544] [lr 0.002767] [CE 4.705 (4.537)] [KD 4.825 (4.887)] 2024-10-12 11:45:19,664 - Train: 18.06% [225950/1251000] [180.6/1000.0] [batch_t 0.234 (0.232)] [data_t 0.006] [optim_t 0.228] [lr 0.002767] [CE 4.181 (4.578)] [KD 4.869 (4.843)] 2024-10-12 11:45:31,631 - Train: 18.07% [226000/1251000] [180.7/1000.0] [batch_t 0.216 (0.239)] [data_t 0.009] [optim_t 0.207] [lr 0.002767] [CE 4.266 (4.570)] [KD 4.408 (4.877)] 2024-10-12 11:45:42,822 - Train: 18.07% [226050/1251000] [180.7/1000.0] [batch_t 0.218 (0.224)] [data_t 0.010] [optim_t 0.208] [lr 0.002767] [CE 4.405 (4.556)] [KD 5.022 (4.843)] 2024-10-12 11:45:53,804 - Train: 18.07% [226100/1251000] [180.7/1000.0] [batch_t 0.225 (0.219)] [data_t 0.008] [optim_t 0.216] [lr 0.002767] [CE 4.199 (4.507)] [KD 4.739 (4.790)] 2024-10-12 11:46:05,273 - Train: 18.08% [226150/1251000] [180.8/1000.0] [batch_t 0.235 (0.229)] [data_t 0.008] [optim_t 0.227] [lr 0.002767] [CE 4.496 (4.589)] [KD 4.716 (4.834)] 2024-10-12 11:46:16,888 - Train: 18.08% [226200/1251000] [180.8/1000.0] [batch_t 0.217 (0.232)] [data_t 0.008] [optim_t 0.209] [lr 0.002767] [CE 4.410 (4.567)] [KD 5.050 (4.832)] 2024-10-12 11:46:28,358 - Train: 18.09% [226250/1251000] [180.9/1000.0] [batch_t 0.222 (0.229)] [data_t 0.010] [optim_t 0.212] [lr 0.002767] [CE 4.590 (4.532)] [KD 4.714 (4.838)] 2024-10-12 11:46:39,708 - Train: 18.09% [226300/1251000] [180.9/1000.0] [batch_t 0.228 (0.227)] [data_t 0.007] [optim_t 0.221] [lr 0.002767] [CE 4.479 (4.471)] [KD 4.703 (4.784)] 2024-10-12 11:46:51,193 - Train: 18.09% [226350/1251000] [180.9/1000.0] [batch_t 0.215 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.002766] [CE 4.050 (4.464)] [KD 4.541 (4.757)] 2024-10-12 11:47:02,526 - Train: 18.10% [226400/1251000] [181.0/1000.0] [batch_t 0.220 (0.227)] [data_t 0.008] [optim_t 0.212] [lr 0.002766] [CE 4.990 (4.589)] [KD 4.876 (4.910)] 2024-10-12 11:47:09,115 - ==> Total time: 15:09:01 Eta: 2 days, 20:33:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:47:17,186 - Train: 18.10% [226450/1251000] [181.0/1000.0] [batch_t 0.225 (0.258)] [data_t 0.008] [optim_t 0.217] [lr 0.002766] [CE 3.811 (4.554)] [KD 4.535 (4.811)] 2024-10-12 11:47:28,528 - Train: 18.11% [226500/1251000] [181.1/1000.0] [batch_t 0.215 (0.227)] [data_t 0.009] [optim_t 0.206] [lr 0.002766] [CE 4.254 (4.519)] [KD 4.570 (4.746)] 2024-10-12 11:47:39,937 - Train: 18.11% [226550/1251000] [181.1/1000.0] [batch_t 0.221 (0.228)] [data_t 0.007] [optim_t 0.214] [lr 0.002766] [CE 4.326 (4.491)] [KD 4.801 (4.737)] 2024-10-12 11:47:51,392 - Train: 18.11% [226600/1251000] [181.1/1000.0] [batch_t 0.217 (0.229)] [data_t 0.010] [optim_t 0.207] [lr 0.002766] [CE 4.903 (4.534)] [KD 5.134 (4.781)] 2024-10-12 11:48:02,784 - Train: 18.12% [226650/1251000] [181.2/1000.0] [batch_t 0.218 (0.228)] [data_t 0.009] [optim_t 0.209] [lr 0.002766] [CE 4.315 (4.545)] [KD 4.453 (4.836)] 2024-10-12 11:48:14,473 - Train: 18.12% [226700/1251000] [181.2/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.002766] [CE 4.554 (4.547)] [KD 4.806 (4.808)] 2024-10-12 11:48:25,781 - Train: 18.13% [226750/1251000] [181.3/1000.0] [batch_t 0.219 (0.226)] [data_t 0.008] [optim_t 0.211] [lr 0.002766] [CE 4.630 (4.595)] [KD 4.921 (4.800)] 2024-10-12 11:48:37,107 - Train: 18.13% [226800/1251000] [181.3/1000.0] [batch_t 0.221 (0.226)] [data_t 0.010] [optim_t 0.211] [lr 0.002766] [CE 4.817 (4.594)] [KD 5.036 (4.839)] 2024-10-12 11:48:48,449 - Train: 18.13% [226850/1251000] [181.3/1000.0] [batch_t 0.237 (0.227)] [data_t 0.007] [optim_t 0.230] [lr 0.002765] [CE 4.767 (4.544)] [KD 4.883 (4.887)] 2024-10-12 11:48:59,972 - Train: 18.14% [226900/1251000] [181.4/1000.0] [batch_t 0.207 (0.230)] [data_t 0.008] [optim_t 0.199] [lr 0.002765] [CE 4.166 (4.473)] [KD 4.886 (4.772)] 2024-10-12 11:49:11,414 - Train: 18.14% [226950/1251000] [181.4/1000.0] [batch_t 0.213 (0.229)] [data_t 0.010] [optim_t 0.204] [lr 0.002765] [CE 4.232 (4.483)] [KD 5.009 (4.827)] 2024-10-12 11:49:22,876 - Train: 18.15% [227000/1251000] [181.5/1000.0] [batch_t 0.220 (0.229)] [data_t 0.007] [optim_t 0.213] [lr 0.002765] [CE 4.749 (4.459)] [KD 4.954 (4.738)] 2024-10-12 11:49:34,136 - Train: 18.15% [227050/1251000] [181.5/1000.0] [batch_t 0.220 (0.225)] [data_t 0.010] [optim_t 0.211] [lr 0.002765] [CE 4.567 (4.535)] [KD 4.970 (4.752)] 2024-10-12 11:49:45,405 - Train: 18.15% [227100/1251000] [181.5/1000.0] [batch_t 0.216 (0.225)] [data_t 0.009] [optim_t 0.207] [lr 0.002765] [CE 4.790 (4.476)] [KD 5.165 (4.811)] 2024-10-12 11:49:56,964 - Train: 18.16% [227150/1251000] [181.6/1000.0] [batch_t 0.216 (0.231)] [data_t 0.006] [optim_t 0.209] [lr 0.002765] [CE 4.362 (4.500)] [KD 4.480 (4.708)] 2024-10-12 11:50:08,105 - Train: 18.16% [227200/1251000] [181.6/1000.0] [batch_t 0.218 (0.223)] [data_t 0.006] [optim_t 0.212] [lr 0.002765] [CE 4.416 (4.507)] [KD 4.629 (4.842)] 2024-10-12 11:50:20,195 - Train: 18.17% [227250/1251000] [181.7/1000.0] [batch_t 0.223 (0.242)] [data_t 0.009] [optim_t 0.214] [lr 0.002765] [CE 4.853 (4.563)] [KD 4.831 (4.885)] 2024-10-12 11:50:31,783 - Train: 18.17% [227300/1251000] [181.7/1000.0] [batch_t 0.222 (0.232)] [data_t 0.012] [optim_t 0.210] [lr 0.002765] [CE 4.625 (4.595)] [KD 4.797 (4.837)] 2024-10-12 11:50:42,812 - Train: 18.17% [227350/1251000] [181.7/1000.0] [batch_t 0.236 (0.220)] [data_t 0.009] [optim_t 0.227] [lr 0.002764] [CE 4.535 (4.537)] [KD 4.659 (4.809)] 2024-10-12 11:50:54,028 - Train: 18.18% [227400/1251000] [181.8/1000.0] [batch_t 0.222 (0.224)] [data_t 0.009] [optim_t 0.213] [lr 0.002764] [CE 4.340 (4.557)] [KD 4.621 (4.810)] 2024-10-12 11:51:05,829 - Train: 18.18% [227450/1251000] [181.8/1000.0] [batch_t 0.222 (0.236)] [data_t 0.007] [optim_t 0.215] [lr 0.002764] [CE 4.171 (4.554)] [KD 4.546 (4.806)] 2024-10-12 11:51:17,165 - Train: 18.19% [227500/1251000] [181.9/1000.0] [batch_t 0.232 (0.227)] [data_t 0.009] [optim_t 0.223] [lr 0.002764] [CE 4.295 (4.579)] [KD 4.892 (4.825)] 2024-10-12 11:51:28,392 - Train: 18.19% [227550/1251000] [181.9/1000.0] [batch_t 0.228 (0.224)] [data_t 0.007] [optim_t 0.221] [lr 0.002764] [CE 4.448 (4.496)] [KD 5.018 (4.825)] 2024-10-12 11:51:40,005 - Train: 18.19% [227600/1251000] [181.9/1000.0] [batch_t 0.212 (0.232)] [data_t 0.008] [optim_t 0.204] [lr 0.002764] [CE 4.700 (4.512)] [KD 4.917 (4.795)] 2024-10-12 11:51:50,964 - Train: 18.20% [227650/1251000] [182.0/1000.0] [batch_t 0.227 (0.219)] [data_t 0.008] [optim_t 0.218] [lr 0.002764] [CE 4.496 (4.556)] [KD 4.764 (4.888)] 2024-10-12 11:51:57,943 - ==> Total time: 15:13:50 Eta: 2 days, 20:27:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:52:06,190 - Train: 18.20% [227700/1251000] [182.0/1000.0] [batch_t 0.223 (0.278)] [data_t 0.009] [optim_t 0.215] [lr 0.002764] [CE 4.679 (4.578)] [KD 4.860 (4.824)] 2024-10-12 11:52:17,933 - Train: 18.21% [227750/1251000] [182.1/1000.0] [batch_t 0.224 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.002764] [CE 4.439 (4.491)] [KD 4.785 (4.795)] 2024-10-12 11:52:29,846 - Train: 18.21% [227800/1251000] [182.1/1000.0] [batch_t 0.219 (0.238)] [data_t 0.008] [optim_t 0.211] [lr 0.002764] [CE 4.585 (4.460)] [KD 5.017 (4.780)] 2024-10-12 11:52:41,499 - Train: 18.21% [227850/1251000] [182.1/1000.0] [batch_t 0.221 (0.233)] [data_t 0.010] [optim_t 0.211] [lr 0.002763] [CE 4.870 (4.542)] [KD 4.975 (4.866)] 2024-10-12 11:52:52,726 - Train: 18.22% [227900/1251000] [182.2/1000.0] [batch_t 0.213 (0.224)] [data_t 0.008] [optim_t 0.205] [lr 0.002763] [CE 4.366 (4.582)] [KD 4.924 (4.883)] 2024-10-12 11:53:04,306 - Train: 18.22% [227950/1251000] [182.2/1000.0] [batch_t 0.231 (0.231)] [data_t 0.007] [optim_t 0.224] [lr 0.002763] [CE 4.266 (4.551)] [KD 4.526 (4.873)] 2024-10-12 11:53:15,909 - Train: 18.23% [228000/1251000] [182.3/1000.0] [batch_t 0.505 (0.232)] [data_t 0.009] [optim_t 0.496] [lr 0.002763] [CE 3.936 (4.563)] [KD 4.450 (4.833)] 2024-10-12 11:53:26,934 - Train: 18.23% [228050/1251000] [182.3/1000.0] [batch_t 0.222 (0.220)] [data_t 0.009] [optim_t 0.213] [lr 0.002763] [CE 4.505 (4.560)] [KD 4.713 (4.881)] 2024-10-12 11:53:38,727 - Train: 18.23% [228100/1251000] [182.3/1000.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.002763] [CE 4.812 (4.561)] [KD 4.718 (4.796)] 2024-10-12 11:53:50,142 - Train: 18.24% [228150/1251000] [182.4/1000.0] [batch_t 0.211 (0.228)] [data_t 0.009] [optim_t 0.202] [lr 0.002763] [CE 4.609 (4.569)] [KD 4.918 (4.769)] 2024-10-12 11:54:01,761 - Train: 18.24% [228200/1251000] [182.4/1000.0] [batch_t 0.214 (0.232)] [data_t 0.010] [optim_t 0.204] [lr 0.002763] [CE 4.576 (4.446)] [KD 4.981 (4.733)] 2024-10-12 11:54:13,337 - Train: 18.25% [228250/1251000] [182.5/1000.0] [batch_t 0.221 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.002763] [CE 4.493 (4.514)] [KD 4.705 (4.716)] 2024-10-12 11:54:24,591 - Train: 18.25% [228300/1251000] [182.5/1000.0] [batch_t 0.218 (0.225)] [data_t 0.010] [optim_t 0.208] [lr 0.002763] [CE 4.570 (4.561)] [KD 4.549 (4.732)] 2024-10-12 11:54:36,059 - Train: 18.25% [228350/1251000] [182.5/1000.0] [batch_t 0.221 (0.229)] [data_t 0.008] [optim_t 0.213] [lr 0.002762] [CE 4.346 (4.494)] [KD 4.753 (4.688)] 2024-10-12 11:54:47,540 - Train: 18.26% [228400/1251000] [182.6/1000.0] [batch_t 0.218 (0.229)] [data_t 0.010] [optim_t 0.208] [lr 0.002762] [CE 4.448 (4.505)] [KD 4.769 (4.788)] 2024-10-12 11:54:58,726 - Train: 18.26% [228450/1251000] [182.6/1000.0] [batch_t 0.213 (0.224)] [data_t 0.010] [optim_t 0.204] [lr 0.002762] [CE 4.812 (4.559)] [KD 4.992 (4.794)] 2024-10-12 11:55:10,450 - Train: 18.27% [228500/1251000] [182.7/1000.0] [batch_t 0.212 (0.234)] [data_t 0.009] [optim_t 0.202] [lr 0.002762] [CE 4.433 (4.494)] [KD 4.682 (4.838)] 2024-10-12 11:55:21,899 - Train: 18.27% [228550/1251000] [182.7/1000.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.212] [lr 0.002762] [CE 5.070 (4.492)] [KD 5.277 (4.834)] 2024-10-12 11:55:32,986 - Train: 18.27% [228600/1251000] [182.7/1000.0] [batch_t 0.215 (0.222)] [data_t 0.007] [optim_t 0.208] [lr 0.002762] [CE 5.365 (4.583)] [KD 5.360 (4.832)] 2024-10-12 11:55:44,430 - Train: 18.28% [228650/1251000] [182.8/1000.0] [batch_t 0.234 (0.229)] [data_t 0.007] [optim_t 0.227] [lr 0.002762] [CE 4.199 (4.565)] [KD 4.762 (4.822)] 2024-10-12 11:55:55,959 - Train: 18.28% [228700/1251000] [182.8/1000.0] [batch_t 0.236 (0.230)] [data_t 0.007] [optim_t 0.229] [lr 0.002762] [CE 4.897 (4.435)] [KD 5.225 (4.817)] 2024-10-12 11:56:07,628 - Train: 18.29% [228750/1251000] [182.9/1000.0] [batch_t 0.225 (0.233)] [data_t 0.006] [optim_t 0.219] [lr 0.002762] [CE 4.162 (4.473)] [KD 4.569 (4.821)] 2024-10-12 11:56:19,346 - Train: 18.29% [228800/1251000] [182.9/1000.0] [batch_t 0.235 (0.234)] [data_t 0.008] [optim_t 0.227] [lr 0.002762] [CE 4.615 (4.481)] [KD 5.020 (4.807)] 2024-10-12 11:56:31,092 - Train: 18.29% [228850/1251000] [182.9/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002761] [CE 4.346 (4.529)] [KD 4.598 (4.844)] 2024-10-12 11:56:42,506 - Train: 18.30% [228900/1251000] [183.0/1000.0] [batch_t 0.221 (0.228)] [data_t 0.006] [optim_t 0.214] [lr 0.002761] [CE 4.641 (4.587)] [KD 4.891 (4.796)] 2024-10-12 11:56:49,833 - ==> Total time: 15:18:42 Eta: 2 days, 20:21:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 11:56:57,147 - Train: 18.30% [228950/1251000] [183.0/1000.0] [batch_t 0.214 (0.254)] [data_t 0.008] [optim_t 0.205] [lr 0.002761] [CE 4.389 (4.372)] [KD 4.833 (4.712)] 2024-10-12 11:57:08,389 - Train: 18.31% [229000/1251000] [183.1/1000.0] [batch_t 0.228 (0.225)] [data_t 0.008] [optim_t 0.221] [lr 0.002761] [CE 4.681 (4.557)] [KD 5.057 (4.796)] 2024-10-12 11:57:20,120 - Train: 18.31% [229050/1251000] [183.1/1000.0] [batch_t 0.206 (0.234)] [data_t 0.007] [optim_t 0.199] [lr 0.002761] [CE 5.010 (4.474)] [KD 4.926 (4.710)] 2024-10-12 11:57:31,256 - Train: 18.31% [229100/1251000] [183.1/1000.0] [batch_t 0.221 (0.223)] [data_t 0.008] [optim_t 0.213] [lr 0.002761] [CE 4.170 (4.488)] [KD 4.566 (4.685)] 2024-10-12 11:57:42,518 - Train: 18.32% [229150/1251000] [183.2/1000.0] [batch_t 0.215 (0.225)] [data_t 0.009] [optim_t 0.206] [lr 0.002761] [CE 4.450 (4.530)] [KD 4.683 (4.789)] 2024-10-12 11:57:53,888 - Train: 18.32% [229200/1251000] [183.2/1000.0] [batch_t 0.218 (0.227)] [data_t 0.008] [optim_t 0.210] [lr 0.002761] [CE 4.251 (4.492)] [KD 4.665 (4.764)] 2024-10-12 11:58:05,711 - Train: 18.33% [229250/1251000] [183.3/1000.0] [batch_t 0.226 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.002761] [CE 4.783 (4.508)] [KD 5.071 (4.772)] 2024-10-12 11:58:16,858 - Train: 18.33% [229300/1251000] [183.3/1000.0] [batch_t 0.213 (0.223)] [data_t 0.007] [optim_t 0.206] [lr 0.002761] [CE 4.948 (4.503)] [KD 5.093 (4.778)] 2024-10-12 11:58:28,163 - Train: 18.33% [229350/1251000] [183.3/1000.0] [batch_t 0.494 (0.226)] [data_t 0.014] [optim_t 0.480] [lr 0.002760] [CE 4.674 (4.604)] [KD 4.899 (4.861)] 2024-10-12 11:58:39,218 - Train: 18.34% [229400/1251000] [183.4/1000.0] [batch_t 0.224 (0.221)] [data_t 0.007] [optim_t 0.217] [lr 0.002760] [CE 4.242 (4.581)] [KD 4.700 (4.776)] 2024-10-12 11:58:50,891 - Train: 18.34% [229450/1251000] [183.4/1000.0] [batch_t 0.219 (0.233)] [data_t 0.012] [optim_t 0.207] [lr 0.002760] [CE 4.395 (4.582)] [KD 4.729 (4.863)] 2024-10-12 11:59:01,997 - Train: 18.35% [229500/1251000] [183.5/1000.0] [batch_t 0.220 (0.222)] [data_t 0.009] [optim_t 0.211] [lr 0.002760] [CE 4.382 (4.547)] [KD 4.555 (4.853)] 2024-10-12 11:59:13,633 - Train: 18.35% [229550/1251000] [183.5/1000.0] [batch_t 0.224 (0.233)] [data_t 0.006] [optim_t 0.218] [lr 0.002760] [CE 4.789 (4.521)] [KD 4.768 (4.825)] 2024-10-12 11:59:24,609 - Train: 18.35% [229600/1251000] [183.5/1000.0] [batch_t 0.223 (0.219)] [data_t 0.007] [optim_t 0.216] [lr 0.002760] [CE 4.475 (4.584)] [KD 4.624 (4.817)] 2024-10-12 11:59:35,903 - Train: 18.36% [229650/1251000] [183.6/1000.0] [batch_t 0.216 (0.226)] [data_t 0.007] [optim_t 0.210] [lr 0.002760] [CE 4.678 (4.532)] [KD 4.677 (4.882)] 2024-10-12 11:59:47,130 - Train: 18.36% [229700/1251000] [183.6/1000.0] [batch_t 0.219 (0.224)] [data_t 0.009] [optim_t 0.209] [lr 0.002760] [CE 4.301 (4.530)] [KD 4.672 (4.797)] 2024-10-12 11:59:57,951 - Train: 18.37% [229750/1251000] [183.7/1000.0] [batch_t 0.216 (0.216)] [data_t 0.008] [optim_t 0.207] [lr 0.002760] [CE 4.766 (4.450)] [KD 4.920 (4.801)] 2024-10-12 12:00:09,123 - Train: 18.37% [229800/1251000] [183.7/1000.0] [batch_t 0.222 (0.223)] [data_t 0.006] [optim_t 0.216] [lr 0.002760] [CE 4.084 (4.459)] [KD 4.414 (4.759)] 2024-10-12 12:00:21,066 - Train: 18.37% [229850/1251000] [183.7/1000.0] [batch_t 0.215 (0.239)] [data_t 0.008] [optim_t 0.207] [lr 0.002759] [CE 4.352 (4.521)] [KD 4.955 (4.793)] 2024-10-12 12:00:31,781 - Train: 18.38% [229900/1251000] [183.8/1000.0] [batch_t 0.209 (0.214)] [data_t 0.008] [optim_t 0.201] [lr 0.002759] [CE 4.012 (4.490)] [KD 4.773 (4.852)] 2024-10-12 12:00:42,739 - Train: 18.38% [229950/1251000] [183.8/1000.0] [batch_t 0.215 (0.219)] [data_t 0.007] [optim_t 0.208] [lr 0.002759] [CE 4.302 (4.517)] [KD 4.633 (4.833)] 2024-10-12 12:00:54,197 - Train: 18.39% [230000/1251000] [183.9/1000.0] [batch_t 0.213 (0.229)] [data_t 0.007] [optim_t 0.207] [lr 0.002759] [CE 4.971 (4.535)] [KD 5.052 (4.828)] 2024-10-12 12:01:05,478 - Train: 18.39% [230050/1251000] [183.9/1000.0] [batch_t 0.221 (0.225)] [data_t 0.006] [optim_t 0.215] [lr 0.002759] [CE 4.171 (4.463)] [KD 4.289 (4.795)] 2024-10-12 12:01:16,791 - Train: 18.39% [230100/1251000] [183.9/1000.0] [batch_t 0.211 (0.226)] [data_t 0.007] [optim_t 0.204] [lr 0.002759] [CE 4.665 (4.483)] [KD 4.893 (4.818)] 2024-10-12 12:01:28,298 - Train: 18.40% [230150/1251000] [184.0/1000.0] [batch_t 0.218 (0.230)] [data_t 0.007] [optim_t 0.211] [lr 0.002759] [CE 4.827 (4.533)] [KD 5.002 (4.846)] 2024-10-12 12:01:35,558 - ==> Total time: 15:23:28 Eta: 2 days, 20:15:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:01:42,664 - Train: 18.40% [230200/1251000] [184.0/1000.0] [batch_t 0.225 (0.256)] [data_t 0.009] [optim_t 0.216] [lr 0.002759] [CE 4.956 (4.493)] [KD 5.415 (4.914)] 2024-10-12 12:01:54,218 - Train: 18.41% [230250/1251000] [184.1/1000.0] [batch_t 0.219 (0.231)] [data_t 0.010] [optim_t 0.210] [lr 0.002759] [CE 4.232 (4.544)] [KD 5.135 (4.860)] 2024-10-12 12:02:05,820 - Train: 18.41% [230300/1251000] [184.1/1000.0] [batch_t 0.222 (0.232)] [data_t 0.008] [optim_t 0.214] [lr 0.002758] [CE 4.688 (4.460)] [KD 5.032 (4.851)] 2024-10-12 12:02:17,068 - Train: 18.41% [230350/1251000] [184.1/1000.0] [batch_t 0.207 (0.225)] [data_t 0.007] [optim_t 0.200] [lr 0.002758] [CE 4.588 (4.466)] [KD 4.438 (4.800)] 2024-10-12 12:02:28,147 - Train: 18.42% [230400/1251000] [184.2/1000.0] [batch_t 0.223 (0.221)] [data_t 0.009] [optim_t 0.214] [lr 0.002758] [CE 5.385 (4.608)] [KD 5.301 (4.942)] 2024-10-12 12:02:39,434 - Train: 18.42% [230450/1251000] [184.2/1000.0] [batch_t 0.212 (0.226)] [data_t 0.009] [optim_t 0.204] [lr 0.002758] [CE 4.004 (4.627)] [KD 4.554 (4.911)] 2024-10-12 12:02:50,566 - Train: 18.43% [230500/1251000] [184.3/1000.0] [batch_t 0.218 (0.222)] [data_t 0.008] [optim_t 0.210] [lr 0.002758] [CE 4.462 (4.519)] [KD 4.646 (4.826)] 2024-10-12 12:03:02,016 - Train: 18.43% [230550/1251000] [184.3/1000.0] [batch_t 0.238 (0.229)] [data_t 0.009] [optim_t 0.229] [lr 0.002758] [CE 4.192 (4.573)] [KD 4.677 (4.864)] 2024-10-12 12:03:13,483 - Train: 18.43% [230600/1251000] [184.3/1000.0] [batch_t 0.216 (0.229)] [data_t 0.009] [optim_t 0.207] [lr 0.002758] [CE 4.648 (4.528)] [KD 4.853 (4.801)] 2024-10-12 12:03:24,782 - Train: 18.44% [230650/1251000] [184.4/1000.0] [batch_t 0.211 (0.226)] [data_t 0.009] [optim_t 0.202] [lr 0.002758] [CE 3.996 (4.522)] [KD 4.548 (4.852)] 2024-10-12 12:03:36,085 - Train: 18.44% [230700/1251000] [184.4/1000.0] [batch_t 0.224 (0.226)] [data_t 0.009] [optim_t 0.215] [lr 0.002758] [CE 4.692 (4.515)] [KD 5.237 (4.847)] 2024-10-12 12:03:47,757 - Train: 18.45% [230750/1251000] [184.5/1000.0] [batch_t 0.202 (0.233)] [data_t 0.007] [optim_t 0.195] [lr 0.002758] [CE 4.410 (4.610)] [KD 4.482 (4.758)] 2024-10-12 12:03:58,717 - Train: 18.45% [230800/1251000] [184.5/1000.0] [batch_t 0.215 (0.219)] [data_t 0.014] [optim_t 0.200] [lr 0.002757] [CE 3.626 (4.489)] [KD 4.231 (4.654)] 2024-10-12 12:04:10,224 - Train: 18.45% [230850/1251000] [184.5/1000.0] [batch_t 0.217 (0.230)] [data_t 0.008] [optim_t 0.209] [lr 0.002757] [CE 4.491 (4.531)] [KD 4.874 (4.856)] 2024-10-12 12:04:21,652 - Train: 18.46% [230900/1251000] [184.6/1000.0] [batch_t 0.227 (0.228)] [data_t 0.008] [optim_t 0.219] [lr 0.002757] [CE 4.459 (4.553)] [KD 4.714 (4.859)] 2024-10-12 12:04:33,566 - Train: 18.46% [230950/1251000] [184.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.007] [optim_t 0.228] [lr 0.002757] [CE 4.215 (4.440)] [KD 4.956 (4.737)] 2024-10-12 12:04:44,732 - Train: 18.47% [231000/1251000] [184.7/1000.0] [batch_t 0.227 (0.223)] [data_t 0.006] [optim_t 0.221] [lr 0.002757] [CE 4.396 (4.531)] [KD 4.807 (4.750)] 2024-10-12 12:04:56,479 - Train: 18.47% [231050/1251000] [184.7/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.212] [lr 0.002757] [CE 4.275 (4.544)] [KD 4.782 (4.818)] 2024-10-12 12:05:07,880 - Train: 18.47% [231100/1251000] [184.7/1000.0] [batch_t 0.216 (0.228)] [data_t 0.007] [optim_t 0.209] [lr 0.002757] [CE 5.011 (4.528)] [KD 5.002 (4.796)] 2024-10-12 12:05:19,446 - Train: 18.48% [231150/1251000] [184.8/1000.0] [batch_t 0.212 (0.231)] [data_t 0.010] [optim_t 0.203] [lr 0.002757] [CE 4.272 (4.545)] [KD 4.723 (4.806)] 2024-10-12 12:05:30,642 - Train: 18.48% [231200/1251000] [184.8/1000.0] [batch_t 0.231 (0.224)] [data_t 0.008] [optim_t 0.223] [lr 0.002757] [CE 4.052 (4.541)] [KD 4.342 (4.807)] 2024-10-12 12:05:41,526 - Train: 18.49% [231250/1251000] [184.9/1000.0] [batch_t 0.224 (0.218)] [data_t 0.008] [optim_t 0.217] [lr 0.002757] [CE 4.742 (4.519)] [KD 5.016 (4.777)] 2024-10-12 12:05:52,599 - Train: 18.49% [231300/1251000] [184.9/1000.0] [batch_t 0.225 (0.221)] [data_t 0.008] [optim_t 0.217] [lr 0.002756] [CE 4.928 (4.566)] [KD 4.883 (4.787)] 2024-10-12 12:06:04,076 - Train: 18.49% [231350/1251000] [184.9/1000.0] [batch_t 0.222 (0.229)] [data_t 0.007] [optim_t 0.215] [lr 0.002756] [CE 4.544 (4.536)] [KD 4.838 (4.715)] 2024-10-12 12:06:15,640 - Train: 18.50% [231400/1251000] [185.0/1000.0] [batch_t 0.214 (0.231)] [data_t 0.008] [optim_t 0.206] [lr 0.002756] [CE 4.317 (4.438)] [KD 4.853 (4.740)] 2024-10-12 12:06:32,337 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 34889] [top5_cnt 44811] [top_all 50000] 2024-10-12 12:06:32,337 - net: 69.778 (89.622) 2024-10-12 12:06:41,489 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 37763] [top5_cnt 46244] [top_all 50000] 2024-10-12 12:06:41,489 - net_E: 75.526 (92.488) 2024-10-12 12:06:41,716 - Max [top1: 69.934 (epoch: 170)] [top1-ema: 75.526 (epoch: 185)] 2024-10-12 12:06:41,716 - ==> Total time: 15:28:34 Eta: 2 days, 20:10:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:06:59,150 - Train: 18.50% [231450/1251000] [185.0/1000.0] [batch_t 0.217 (0.266)] [data_t 0.010] [optim_t 0.207] [lr 0.002756] [CE 4.433 (4.601)] [KD 4.500 (4.756)] 2024-10-12 12:07:10,666 - Train: 18.51% [231500/1251000] [185.1/1000.0] [batch_t 0.213 (0.230)] [data_t 0.008] [optim_t 0.205] [lr 0.002756] [CE 4.608 (4.563)] [KD 4.751 (4.817)] 2024-10-12 12:07:21,973 - Train: 18.51% [231550/1251000] [185.1/1000.0] [batch_t 0.215 (0.226)] [data_t 0.006] [optim_t 0.209] [lr 0.002756] [CE 4.391 (4.583)] [KD 4.415 (4.789)] 2024-10-12 12:07:33,857 - Train: 18.51% [231600/1251000] [185.1/1000.0] [batch_t 0.212 (0.238)] [data_t 0.008] [optim_t 0.204] [lr 0.002756] [CE 4.831 (4.583)] [KD 4.911 (4.793)] 2024-10-12 12:07:45,223 - Train: 18.52% [231650/1251000] [185.2/1000.0] [batch_t 0.393 (0.227)] [data_t 0.008] [optim_t 0.385] [lr 0.002756] [CE 4.296 (4.434)] [KD 4.685 (4.793)] 2024-10-12 12:07:56,550 - Train: 18.52% [231700/1251000] [185.2/1000.0] [batch_t 0.209 (0.226)] [data_t 0.007] [optim_t 0.203] [lr 0.002756] [CE 4.471 (4.476)] [KD 4.867 (4.781)] 2024-10-12 12:08:08,087 - Train: 18.53% [231750/1251000] [185.3/1000.0] [batch_t 0.220 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.002756] [CE 4.593 (4.533)] [KD 4.937 (4.822)] 2024-10-12 12:08:19,559 - Train: 18.53% [231800/1251000] [185.3/1000.0] [batch_t 0.219 (0.229)] [data_t 0.007] [optim_t 0.212] [lr 0.002755] [CE 4.467 (4.505)] [KD 4.743 (4.820)] 2024-10-12 12:08:30,989 - Train: 18.53% [231850/1251000] [185.3/1000.0] [batch_t 0.247 (0.228)] [data_t 0.007] [optim_t 0.240] [lr 0.002755] [CE 4.298 (4.478)] [KD 4.708 (4.708)] 2024-10-12 12:08:42,862 - Train: 18.54% [231900/1251000] [185.4/1000.0] [batch_t 0.224 (0.237)] [data_t 0.010] [optim_t 0.214] [lr 0.002755] [CE 4.510 (4.558)] [KD 4.808 (4.779)] 2024-10-12 12:08:54,052 - Train: 18.54% [231950/1251000] [185.4/1000.0] [batch_t 0.216 (0.224)] [data_t 0.007] [optim_t 0.209] [lr 0.002755] [CE 4.362 (4.523)] [KD 4.940 (4.724)] 2024-10-12 12:09:05,816 - Train: 18.55% [232000/1251000] [185.5/1000.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.002755] [CE 4.174 (4.510)] [KD 4.633 (4.796)] 2024-10-12 12:09:17,402 - Train: 18.55% [232050/1251000] [185.5/1000.0] [batch_t 0.231 (0.232)] [data_t 0.008] [optim_t 0.223] [lr 0.002755] [CE 4.422 (4.499)] [KD 4.809 (4.830)] 2024-10-12 12:09:28,507 - Train: 18.55% [232100/1251000] [185.5/1000.0] [batch_t 0.216 (0.222)] [data_t 0.008] [optim_t 0.208] [lr 0.002755] [CE 4.348 (4.496)] [KD 4.918 (4.743)] 2024-10-12 12:09:40,138 - Train: 18.56% [232150/1251000] [185.6/1000.0] [batch_t 0.213 (0.232)] [data_t 0.007] [optim_t 0.206] [lr 0.002755] [CE 4.341 (4.575)] [KD 4.711 (4.886)] 2024-10-12 12:09:51,956 - Train: 18.56% [232200/1251000] [185.6/1000.0] [batch_t 0.202 (0.236)] [data_t 0.007] [optim_t 0.195] [lr 0.002755] [CE 4.766 (4.546)] [KD 4.792 (4.826)] 2024-10-12 12:10:03,315 - Train: 18.57% [232250/1251000] [185.7/1000.0] [batch_t 0.243 (0.227)] [data_t 0.009] [optim_t 0.234] [lr 0.002755] [CE 4.410 (4.554)] [KD 4.695 (4.873)] 2024-10-12 12:10:14,604 - Train: 18.57% [232300/1251000] [185.7/1000.0] [batch_t 0.230 (0.226)] [data_t 0.009] [optim_t 0.221] [lr 0.002754] [CE 4.383 (4.514)] [KD 4.590 (4.730)] 2024-10-12 12:10:26,447 - Train: 18.57% [232350/1251000] [185.7/1000.0] [batch_t 0.388 (0.237)] [data_t 0.009] [optim_t 0.379] [lr 0.002754] [CE 4.963 (4.463)] [KD 5.078 (4.814)] 2024-10-12 12:10:38,085 - Train: 18.58% [232400/1251000] [185.8/1000.0] [batch_t 0.213 (0.233)] [data_t 0.010] [optim_t 0.204] [lr 0.002754] [CE 4.446 (4.512)] [KD 4.693 (4.849)] 2024-10-12 12:10:49,575 - Train: 18.58% [232450/1251000] [185.8/1000.0] [batch_t 0.221 (0.230)] [data_t 0.008] [optim_t 0.213] [lr 0.002754] [CE 4.383 (4.540)] [KD 4.686 (4.755)] 2024-10-12 12:11:01,210 - Train: 18.59% [232500/1251000] [185.9/1000.0] [batch_t 0.237 (0.233)] [data_t 0.007] [optim_t 0.229] [lr 0.002754] [CE 4.681 (4.548)] [KD 4.714 (4.798)] 2024-10-12 12:11:13,211 - Train: 18.59% [232550/1251000] [185.9/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.002754] [CE 4.843 (4.588)] [KD 5.109 (4.868)] 2024-10-12 12:11:24,915 - Train: 18.59% [232600/1251000] [185.9/1000.0] [batch_t 0.213 (0.234)] [data_t 0.009] [optim_t 0.204] [lr 0.002754] [CE 4.738 (4.527)] [KD 5.031 (4.897)] 2024-10-12 12:11:36,339 - Train: 18.60% [232650/1251000] [186.0/1000.0] [batch_t 0.226 (0.228)] [data_t 0.006] [optim_t 0.219] [lr 0.002754] [CE 4.640 (4.523)] [KD 4.295 (4.796)] 2024-10-12 12:11:44,534 - ==> Total time: 15:33:37 Eta: 2 days, 20:05:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:11:51,476 - Train: 18.60% [232700/1251000] [186.0/1000.0] [batch_t 0.219 (0.275)] [data_t 0.009] [optim_t 0.210] [lr 0.002754] [CE 4.745 (4.637)] [KD 5.189 (4.822)] 2024-10-12 12:12:03,258 - Train: 18.61% [232750/1251000] [186.1/1000.0] [batch_t 0.219 (0.235)] [data_t 0.008] [optim_t 0.211] [lr 0.002753] [CE 4.710 (4.497)] [KD 4.772 (4.712)] 2024-10-12 12:12:14,796 - Train: 18.61% [232800/1251000] [186.1/1000.0] [batch_t 0.229 (0.231)] [data_t 0.006] [optim_t 0.222] [lr 0.002753] [CE 4.635 (4.540)] [KD 4.707 (4.793)] 2024-10-12 12:12:26,572 - Train: 18.61% [232850/1251000] [186.1/1000.0] [batch_t 0.222 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.002753] [CE 4.422 (4.525)] [KD 4.937 (4.846)] 2024-10-12 12:12:38,180 - Train: 18.62% [232900/1251000] [186.2/1000.0] [batch_t 0.222 (0.232)] [data_t 0.008] [optim_t 0.214] [lr 0.002753] [CE 4.863 (4.595)] [KD 5.118 (4.896)] 2024-10-12 12:12:49,910 - Train: 18.62% [232950/1251000] [186.2/1000.0] [batch_t 0.225 (0.234)] [data_t 0.007] [optim_t 0.218] [lr 0.002753] [CE 4.480 (4.492)] [KD 4.870 (4.805)] 2024-10-12 12:13:01,270 - Train: 18.63% [233000/1251000] [186.3/1000.0] [batch_t 0.218 (0.227)] [data_t 0.008] [optim_t 0.210] [lr 0.002753] [CE 4.490 (4.614)] [KD 4.947 (4.803)] 2024-10-12 12:13:13,039 - Train: 18.63% [233050/1251000] [186.3/1000.0] [batch_t 0.239 (0.235)] [data_t 0.010] [optim_t 0.229] [lr 0.002753] [CE 4.398 (4.498)] [KD 4.652 (4.769)] 2024-10-12 12:13:24,636 - Train: 18.63% [233100/1251000] [186.3/1000.0] [batch_t 0.224 (0.232)] [data_t 0.007] [optim_t 0.216] [lr 0.002753] [CE 4.225 (4.503)] [KD 4.728 (4.795)] 2024-10-12 12:13:35,947 - Train: 18.64% [233150/1251000] [186.4/1000.0] [batch_t 0.210 (0.226)] [data_t 0.008] [optim_t 0.201] [lr 0.002753] [CE 4.864 (4.460)] [KD 4.903 (4.773)] 2024-10-12 12:13:46,898 - Train: 18.64% [233200/1251000] [186.4/1000.0] [batch_t 0.211 (0.219)] [data_t 0.010] [optim_t 0.201] [lr 0.002753] [CE 4.555 (4.524)] [KD 4.748 (4.828)] 2024-10-12 12:13:57,876 - Train: 18.65% [233250/1251000] [186.5/1000.0] [batch_t 0.208 (0.219)] [data_t 0.008] [optim_t 0.200] [lr 0.002752] [CE 3.954 (4.477)] [KD 4.666 (4.804)] 2024-10-12 12:14:09,133 - Train: 18.65% [233300/1251000] [186.5/1000.0] [batch_t 0.212 (0.225)] [data_t 0.008] [optim_t 0.204] [lr 0.002752] [CE 4.862 (4.470)] [KD 4.966 (4.714)] 2024-10-12 12:14:20,590 - Train: 18.65% [233350/1251000] [186.5/1000.0] [batch_t 0.225 (0.229)] [data_t 0.009] [optim_t 0.217] [lr 0.002752] [CE 4.888 (4.538)] [KD 4.922 (4.831)] 2024-10-12 12:14:31,705 - Train: 18.66% [233400/1251000] [186.6/1000.0] [batch_t 0.211 (0.222)] [data_t 0.008] [optim_t 0.203] [lr 0.002752] [CE 4.506 (4.521)] [KD 4.820 (4.795)] 2024-10-12 12:14:43,047 - Train: 18.66% [233450/1251000] [186.6/1000.0] [batch_t 0.233 (0.227)] [data_t 0.007] [optim_t 0.225] [lr 0.002752] [CE 4.180 (4.576)] [KD 4.882 (4.910)] 2024-10-12 12:14:54,430 - Train: 18.67% [233500/1251000] [186.7/1000.0] [batch_t 0.222 (0.228)] [data_t 0.009] [optim_t 0.212] [lr 0.002752] [CE 4.479 (4.522)] [KD 4.721 (4.783)] 2024-10-12 12:15:06,151 - Train: 18.67% [233550/1251000] [186.7/1000.0] [batch_t 0.222 (0.234)] [data_t 0.006] [optim_t 0.216] [lr 0.002752] [CE 4.347 (4.514)] [KD 4.568 (4.808)] 2024-10-12 12:15:17,325 - Train: 18.67% [233600/1251000] [186.7/1000.0] [batch_t 0.228 (0.223)] [data_t 0.009] [optim_t 0.218] [lr 0.002752] [CE 4.650 (4.510)] [KD 4.626 (4.810)] 2024-10-12 12:15:28,820 - Train: 18.68% [233650/1251000] [186.8/1000.0] [batch_t 0.210 (0.230)] [data_t 0.006] [optim_t 0.204] [lr 0.002752] [CE 4.595 (4.557)] [KD 4.847 (4.838)] 2024-10-12 12:15:40,840 - Train: 18.68% [233700/1251000] [186.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002752] [CE 4.185 (4.501)] [KD 4.584 (4.831)] 2024-10-12 12:15:52,833 - Train: 18.69% [233750/1251000] [186.9/1000.0] [batch_t 0.244 (0.240)] [data_t 0.008] [optim_t 0.236] [lr 0.002751] [CE 4.548 (4.496)] [KD 4.811 (4.752)] 2024-10-12 12:16:04,770 - Train: 18.69% [233800/1251000] [186.9/1000.0] [batch_t 0.226 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.002751] [CE 4.131 (4.486)] [KD 4.827 (4.864)] 2024-10-12 12:16:16,792 - Train: 18.69% [233850/1251000] [186.9/1000.0] [batch_t 0.227 (0.240)] [data_t 0.010] [optim_t 0.217] [lr 0.002751] [CE 4.586 (4.576)] [KD 4.676 (4.824)] 2024-10-12 12:16:28,426 - Train: 18.70% [233900/1251000] [187.0/1000.0] [batch_t 0.219 (0.233)] [data_t 0.007] [optim_t 0.212] [lr 0.002751] [CE 4.436 (4.590)] [KD 4.595 (4.860)] 2024-10-12 12:16:37,079 - ==> Total time: 15:38:29 Eta: 2 days, 20:00:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:16:43,722 - Train: 18.70% [233950/1251000] [187.0/1000.0] [batch_t 0.236 (0.290)] [data_t 0.008] [optim_t 0.228] [lr 0.002751] [CE 4.545 (4.516)] [KD 4.483 (4.630)] 2024-10-12 12:16:55,731 - Train: 18.71% [234000/1251000] [187.1/1000.0] [batch_t 0.224 (0.240)] [data_t 0.007] [optim_t 0.216] [lr 0.002751] [CE 4.580 (4.443)] [KD 4.606 (4.597)] 2024-10-12 12:17:07,731 - Train: 18.71% [234050/1251000] [187.1/1000.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.002751] [CE 4.596 (4.530)] [KD 4.924 (4.721)] 2024-10-12 12:17:19,544 - Train: 18.71% [234100/1251000] [187.1/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.221] [lr 0.002751] [CE 4.610 (4.505)] [KD 4.879 (4.739)] 2024-10-12 12:17:31,786 - Train: 18.72% [234150/1251000] [187.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.007] [optim_t 0.221] [lr 0.002751] [CE 4.890 (4.537)] [KD 4.984 (4.732)] 2024-10-12 12:17:43,246 - Train: 18.72% [234200/1251000] [187.2/1000.0] [batch_t 0.238 (0.229)] [data_t 0.010] [optim_t 0.229] [lr 0.002750] [CE 4.430 (4.487)] [KD 4.875 (4.773)] 2024-10-12 12:17:54,738 - Train: 18.73% [234250/1251000] [187.3/1000.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.215] [lr 0.002750] [CE 4.696 (4.515)] [KD 5.203 (4.757)] 2024-10-12 12:18:06,535 - Train: 18.73% [234300/1251000] [187.3/1000.0] [batch_t 0.228 (0.236)] [data_t 0.008] [optim_t 0.221] [lr 0.002750] [CE 4.993 (4.473)] [KD 4.997 (4.755)] 2024-10-12 12:18:18,725 - Train: 18.73% [234350/1251000] [187.3/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.002750] [CE 4.651 (4.517)] [KD 4.767 (4.820)] 2024-10-12 12:18:30,366 - Train: 18.74% [234400/1251000] [187.4/1000.0] [batch_t 0.232 (0.233)] [data_t 0.010] [optim_t 0.222] [lr 0.002750] [CE 4.560 (4.499)] [KD 4.855 (4.839)] 2024-10-12 12:18:42,271 - Train: 18.74% [234450/1251000] [187.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002750] [CE 4.528 (4.492)] [KD 5.062 (4.775)] 2024-10-12 12:18:53,951 - Train: 18.75% [234500/1251000] [187.5/1000.0] [batch_t 0.223 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.002750] [CE 4.137 (4.572)] [KD 4.594 (4.875)] 2024-10-12 12:19:05,759 - Train: 18.75% [234550/1251000] [187.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002750] [CE 4.339 (4.553)] [KD 4.867 (4.807)] 2024-10-12 12:19:17,889 - Train: 18.75% [234600/1251000] [187.5/1000.0] [batch_t 0.223 (0.242)] [data_t 0.010] [optim_t 0.212] [lr 0.002750] [CE 4.283 (4.542)] [KD 4.934 (4.890)] 2024-10-12 12:19:30,019 - Train: 18.76% [234650/1251000] [187.6/1000.0] [batch_t 0.258 (0.242)] [data_t 0.010] [optim_t 0.248] [lr 0.002750] [CE 5.084 (4.552)] [KD 4.979 (4.822)] 2024-10-12 12:19:42,323 - Train: 18.76% [234700/1251000] [187.6/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.002749] [CE 4.626 (4.465)] [KD 4.632 (4.731)] 2024-10-12 12:19:54,582 - Train: 18.76% [234750/1251000] [187.6/1000.0] [batch_t 0.227 (0.245)] [data_t 0.010] [optim_t 0.218] [lr 0.002749] [CE 4.787 (4.503)] [KD 4.917 (4.687)] 2024-10-12 12:20:06,497 - Train: 18.77% [234800/1251000] [187.7/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002749] [CE 4.745 (4.541)] [KD 4.913 (4.801)] 2024-10-12 12:20:18,682 - Train: 18.77% [234850/1251000] [187.7/1000.0] [batch_t 0.251 (0.244)] [data_t 0.007] [optim_t 0.243] [lr 0.002749] [CE 3.966 (4.493)] [KD 4.737 (4.785)] 2024-10-12 12:20:30,597 - Train: 18.78% [234900/1251000] [187.8/1000.0] [batch_t 0.228 (0.238)] [data_t 0.008] [optim_t 0.220] [lr 0.002749] [CE 4.068 (4.545)] [KD 4.654 (4.844)] 2024-10-12 12:20:43,643 - Train: 18.78% [234950/1251000] [187.8/1000.0] [batch_t 0.235 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.002749] [CE 4.864 (4.632)] [KD 4.837 (4.862)] 2024-10-12 12:20:55,517 - Train: 18.78% [235000/1251000] [187.8/1000.0] [batch_t 0.225 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.002749] [CE 4.241 (4.518)] [KD 4.617 (4.816)] 2024-10-12 12:21:08,086 - Train: 18.79% [235050/1251000] [187.9/1000.0] [batch_t 0.258 (0.251)] [data_t 0.010] [optim_t 0.249] [lr 0.002749] [CE 4.676 (4.578)] [KD 4.558 (4.847)] 2024-10-12 12:21:20,478 - Train: 18.79% [235100/1251000] [187.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.011] [optim_t 0.223] [lr 0.002749] [CE 4.532 (4.536)] [KD 4.885 (4.866)] 2024-10-12 12:21:32,433 - Train: 18.80% [235150/1251000] [188.0/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.002749] [CE 4.751 (4.540)] [KD 4.763 (4.824)] 2024-10-12 12:21:41,086 - ==> Total time: 15:43:33 Eta: 2 days, 19:55:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:21:48,133 - Train: 18.80% [235200/1251000] [188.0/1000.0] [batch_t 0.231 (0.312)] [data_t 0.007] [optim_t 0.224] [lr 0.002748] [CE 4.879 (4.614)] [KD 4.810 (4.659)] 2024-10-12 12:22:01,025 - Train: 18.80% [235250/1251000] [188.0/1000.0] [batch_t 0.222 (0.258)] [data_t 0.007] [optim_t 0.215] [lr 0.002748] [CE 4.488 (4.519)] [KD 4.766 (4.749)] 2024-10-12 12:22:12,857 - Train: 18.81% [235300/1251000] [188.1/1000.0] [batch_t 0.247 (0.236)] [data_t 0.010] [optim_t 0.237] [lr 0.002748] [CE 4.441 (4.527)] [KD 4.646 (4.744)] 2024-10-12 12:22:24,768 - Train: 18.81% [235350/1251000] [188.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.010] [optim_t 0.228] [lr 0.002748] [CE 4.267 (4.439)] [KD 4.368 (4.647)] 2024-10-12 12:22:37,581 - Train: 18.82% [235400/1251000] [188.2/1000.0] [batch_t 0.439 (0.256)] [data_t 0.007] [optim_t 0.432] [lr 0.002748] [CE 4.592 (4.473)] [KD 4.903 (4.691)] 2024-10-12 12:22:49,628 - Train: 18.82% [235450/1251000] [188.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.002748] [CE 4.214 (4.580)] [KD 4.671 (4.799)] 2024-10-12 12:23:01,454 - Train: 18.82% [235500/1251000] [188.2/1000.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.002748] [CE 4.290 (4.549)] [KD 4.444 (4.828)] 2024-10-12 12:23:14,207 - Train: 18.83% [235550/1251000] [188.3/1000.0] [batch_t 0.271 (0.255)] [data_t 0.007] [optim_t 0.264] [lr 0.002748] [CE 3.973 (4.539)] [KD 4.556 (4.804)] 2024-10-12 12:23:26,746 - Train: 18.83% [235600/1251000] [188.3/1000.0] [batch_t 0.232 (0.250)] [data_t 0.010] [optim_t 0.223] [lr 0.002748] [CE 4.739 (4.550)] [KD 4.774 (4.788)] 2024-10-12 12:23:39,006 - Train: 18.84% [235650/1251000] [188.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.002747] [CE 4.718 (4.607)] [KD 4.815 (4.858)] 2024-10-12 12:23:51,245 - Train: 18.84% [235700/1251000] [188.4/1000.0] [batch_t 0.220 (0.245)] [data_t 0.008] [optim_t 0.211] [lr 0.002747] [CE 4.602 (4.654)] [KD 4.789 (4.908)] 2024-10-12 12:24:03,201 - Train: 18.84% [235750/1251000] [188.4/1000.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.002747] [CE 4.288 (4.506)] [KD 5.017 (4.827)] 2024-10-12 12:24:15,786 - Train: 18.85% [235800/1251000] [188.5/1000.0] [batch_t 0.255 (0.251)] [data_t 0.006] [optim_t 0.249] [lr 0.002747] [CE 3.979 (4.527)] [KD 4.403 (4.828)] 2024-10-12 12:24:28,391 - Train: 18.85% [235850/1251000] [188.5/1000.0] [batch_t 0.234 (0.252)] [data_t 0.010] [optim_t 0.224] [lr 0.002747] [CE 5.196 (4.589)] [KD 5.176 (4.872)] 2024-10-12 12:24:40,979 - Train: 18.86% [235900/1251000] [188.6/1000.0] [batch_t 0.240 (0.252)] [data_t 0.007] [optim_t 0.233] [lr 0.002747] [CE 4.501 (4.548)] [KD 4.810 (4.778)] 2024-10-12 12:24:53,222 - Train: 18.86% [235950/1251000] [188.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.006] [optim_t 0.231] [lr 0.002747] [CE 4.180 (4.541)] [KD 4.554 (4.837)] 2024-10-12 12:25:05,889 - Train: 18.86% [236000/1251000] [188.6/1000.0] [batch_t 0.558 (0.253)] [data_t 0.007] [optim_t 0.551] [lr 0.002747] [CE 4.514 (4.577)] [KD 4.758 (4.856)] 2024-10-12 12:25:18,070 - Train: 18.87% [236050/1251000] [188.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.002747] [CE 5.099 (4.522)] [KD 4.955 (4.796)] 2024-10-12 12:25:30,162 - Train: 18.87% [236100/1251000] [188.7/1000.0] [batch_t 0.520 (0.242)] [data_t 0.006] [optim_t 0.513] [lr 0.002747] [CE 4.140 (4.510)] [KD 4.472 (4.783)] 2024-10-12 12:25:42,162 - Train: 18.88% [236150/1251000] [188.8/1000.0] [batch_t 0.224 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.002746] [CE 4.305 (4.541)] [KD 4.463 (4.793)] 2024-10-12 12:25:54,379 - Train: 18.88% [236200/1251000] [188.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.002746] [CE 4.710 (4.594)] [KD 4.814 (4.768)] 2024-10-12 12:26:07,025 - Train: 18.88% [236250/1251000] [188.8/1000.0] [batch_t 0.230 (0.253)] [data_t 0.007] [optim_t 0.223] [lr 0.002746] [CE 3.934 (4.574)] [KD 4.727 (4.867)] 2024-10-12 12:26:19,243 - Train: 18.89% [236300/1251000] [188.9/1000.0] [batch_t 0.226 (0.244)] [data_t 0.008] [optim_t 0.217] [lr 0.002746] [CE 4.142 (4.531)] [KD 4.592 (4.750)] 2024-10-12 12:26:31,376 - Train: 18.89% [236350/1251000] [188.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.006] [optim_t 0.233] [lr 0.002746] [CE 4.097 (4.543)] [KD 4.512 (4.835)] 2024-10-12 12:26:43,823 - Train: 18.90% [236400/1251000] [189.0/1000.0] [batch_t 0.257 (0.249)] [data_t 0.007] [optim_t 0.249] [lr 0.002746] [CE 4.526 (4.532)] [KD 4.750 (4.813)] 2024-10-12 12:26:53,388 - ==> Total time: 15:48:46 Eta: 2 days, 19:51:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:27:00,229 - Train: 18.90% [236450/1251000] [189.0/1000.0] [batch_t 0.259 (0.331)] [data_t 0.009] [optim_t 0.250] [lr 0.002746] [CE 4.218 (4.433)] [KD 4.498 (4.761)] 2024-10-12 12:27:13,453 - Train: 18.90% [236500/1251000] [189.0/1000.0] [batch_t 0.278 (0.264)] [data_t 0.007] [optim_t 0.271] [lr 0.002746] [CE 3.516 (4.552)] [KD 4.046 (4.802)] 2024-10-12 12:27:26,495 - Train: 18.91% [236550/1251000] [189.1/1000.0] [batch_t 0.258 (0.261)] [data_t 0.010] [optim_t 0.248] [lr 0.002746] [CE 4.717 (4.495)] [KD 4.975 (4.826)] 2024-10-12 12:27:38,570 - Train: 18.91% [236600/1251000] [189.1/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.002745] [CE 4.019 (4.543)] [KD 4.495 (4.889)] 2024-10-12 12:27:51,251 - Train: 18.92% [236650/1251000] [189.2/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.002745] [CE 4.241 (4.559)] [KD 5.008 (4.911)] 2024-10-12 12:28:03,754 - Train: 18.92% [236700/1251000] [189.2/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.002745] [CE 4.454 (4.561)] [KD 4.815 (4.842)] 2024-10-12 12:28:16,024 - Train: 18.92% [236750/1251000] [189.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.010] [optim_t 0.218] [lr 0.002745] [CE 3.896 (4.493)] [KD 4.606 (4.836)] 2024-10-12 12:28:28,278 - Train: 18.93% [236800/1251000] [189.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.002745] [CE 4.769 (4.551)] [KD 4.740 (4.757)] 2024-10-12 12:28:40,528 - Train: 18.93% [236850/1251000] [189.3/1000.0] [batch_t 0.243 (0.245)] [data_t 0.007] [optim_t 0.236] [lr 0.002745] [CE 4.522 (4.549)] [KD 4.811 (4.831)] 2024-10-12 12:28:52,741 - Train: 18.94% [236900/1251000] [189.4/1000.0] [batch_t 0.232 (0.244)] [data_t 0.010] [optim_t 0.222] [lr 0.002745] [CE 4.996 (4.549)] [KD 4.922 (4.817)] 2024-10-12 12:29:04,998 - Train: 18.94% [236950/1251000] [189.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.227] [lr 0.002745] [CE 4.763 (4.543)] [KD 4.711 (4.809)] 2024-10-12 12:29:17,460 - Train: 18.94% [237000/1251000] [189.4/1000.0] [batch_t 0.231 (0.249)] [data_t 0.010] [optim_t 0.221] [lr 0.002745] [CE 3.873 (4.546)] [KD 4.666 (4.774)] 2024-10-12 12:29:29,630 - Train: 18.95% [237050/1251000] [189.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002745] [CE 4.501 (4.522)] [KD 4.650 (4.794)] 2024-10-12 12:29:41,852 - Train: 18.95% [237100/1251000] [189.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.002744] [CE 5.012 (4.462)] [KD 4.753 (4.734)] 2024-10-12 12:29:53,974 - Train: 18.96% [237150/1251000] [189.6/1000.0] [batch_t 0.412 (0.242)] [data_t 0.007] [optim_t 0.405] [lr 0.002744] [CE 4.303 (4.546)] [KD 4.679 (4.813)] 2024-10-12 12:30:05,812 - Train: 18.96% [237200/1251000] [189.6/1000.0] [batch_t 0.230 (0.237)] [data_t 0.011] [optim_t 0.220] [lr 0.002744] [CE 4.652 (4.529)] [KD 4.770 (4.810)] 2024-10-12 12:30:18,101 - Train: 18.96% [237250/1251000] [189.6/1000.0] [batch_t 0.227 (0.246)] [data_t 0.008] [optim_t 0.219] [lr 0.002744] [CE 4.354 (4.510)] [KD 4.870 (4.738)] 2024-10-12 12:30:30,612 - Train: 18.97% [237300/1251000] [189.7/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002744] [CE 4.570 (4.523)] [KD 4.983 (4.826)] 2024-10-12 12:30:42,734 - Train: 18.97% [237350/1251000] [189.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.002744] [CE 5.004 (4.501)] [KD 4.968 (4.807)] 2024-10-12 12:30:55,294 - Train: 18.98% [237400/1251000] [189.8/1000.0] [batch_t 0.224 (0.251)] [data_t 0.006] [optim_t 0.217] [lr 0.002744] [CE 4.641 (4.500)] [KD 4.739 (4.850)] 2024-10-12 12:31:07,689 - Train: 18.98% [237450/1251000] [189.8/1000.0] [batch_t 0.239 (0.248)] [data_t 0.007] [optim_t 0.232] [lr 0.002744] [CE 3.944 (4.532)] [KD 4.674 (4.831)] 2024-10-12 12:31:19,833 - Train: 18.98% [237500/1251000] [189.8/1000.0] [batch_t 0.223 (0.243)] [data_t 0.010] [optim_t 0.213] [lr 0.002744] [CE 4.051 (4.466)] [KD 4.680 (4.793)] 2024-10-12 12:31:31,927 - Train: 18.99% [237550/1251000] [189.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002744] [CE 4.472 (4.545)] [KD 4.635 (4.835)] 2024-10-12 12:31:44,758 - Train: 18.99% [237600/1251000] [189.9/1000.0] [batch_t 0.232 (0.256)] [data_t 0.010] [optim_t 0.222] [lr 0.002743] [CE 4.136 (4.576)] [KD 4.725 (4.880)] 2024-10-12 12:31:56,707 - Train: 19.00% [237650/1251000] [190.0/1000.0] [batch_t 0.237 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.002743] [CE 4.327 (4.562)] [KD 4.683 (4.843)] 2024-10-12 12:32:15,206 - Test (net): 100.00% [50/50] [batch_t 0.195 (0.169)] [top1_cnt 34803] [top5_cnt 44817] [top_all 50000] 2024-10-12 12:32:15,206 - net: 69.606 (89.634) 2024-10-12 12:32:24,370 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 37809] [top5_cnt 46262] [top_all 50000] 2024-10-12 12:32:24,370 - net_E: 75.618 (92.524) 2024-10-12 12:32:24,565 - Max [top1: 69.934 (epoch: 170)] [top1-ema: 75.618 (epoch: 190)] 2024-10-12 12:32:24,565 - ==> Total time: 15:54:17 Eta: 2 days, 19:48:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:32:40,667 - Train: 19.00% [237700/1251000] [190.0/1000.0] [batch_t 0.256 (0.294)] [data_t 0.007] [optim_t 0.248] [lr 0.002743] [CE 4.139 (4.543)] [KD 4.631 (4.782)] 2024-10-12 12:32:53,184 - Train: 19.00% [237750/1251000] [190.0/1000.0] [batch_t 0.226 (0.250)] [data_t 0.009] [optim_t 0.218] [lr 0.002743] [CE 4.680 (4.541)] [KD 4.878 (4.713)] 2024-10-12 12:33:05,735 - Train: 19.01% [237800/1251000] [190.1/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.002743] [CE 4.552 (4.452)] [KD 4.873 (4.694)] 2024-10-12 12:33:18,567 - Train: 19.01% [237850/1251000] [190.1/1000.0] [batch_t 0.231 (0.256)] [data_t 0.008] [optim_t 0.223] [lr 0.002743] [CE 4.880 (4.510)] [KD 4.929 (4.723)] 2024-10-12 12:33:30,524 - Train: 19.02% [237900/1251000] [190.2/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002743] [CE 4.932 (4.613)] [KD 5.073 (4.859)] 2024-10-12 12:33:42,790 - Train: 19.02% [237950/1251000] [190.2/1000.0] [batch_t 0.248 (0.245)] [data_t 0.007] [optim_t 0.241] [lr 0.002743] [CE 4.363 (4.541)] [KD 4.696 (4.795)] 2024-10-12 12:33:55,046 - Train: 19.02% [238000/1251000] [190.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002743] [CE 4.807 (4.515)] [KD 4.922 (4.769)] 2024-10-12 12:34:07,655 - Train: 19.03% [238050/1251000] [190.3/1000.0] [batch_t 0.254 (0.252)] [data_t 0.007] [optim_t 0.247] [lr 0.002742] [CE 4.717 (4.520)] [KD 4.760 (4.725)] 2024-10-12 12:34:19,894 - Train: 19.03% [238100/1251000] [190.3/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.002742] [CE 4.448 (4.472)] [KD 4.675 (4.638)] 2024-10-12 12:34:32,249 - Train: 19.04% [238150/1251000] [190.4/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.002742] [CE 4.463 (4.533)] [KD 4.732 (4.762)] 2024-10-12 12:34:44,303 - Train: 19.04% [238200/1251000] [190.4/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.002742] [CE 5.066 (4.465)] [KD 4.900 (4.757)] 2024-10-12 12:34:56,616 - Train: 19.04% [238250/1251000] [190.4/1000.0] [batch_t 0.230 (0.246)] [data_t 0.010] [optim_t 0.220] [lr 0.002742] [CE 4.309 (4.573)] [KD 4.505 (4.832)] 2024-10-12 12:35:08,890 - Train: 19.05% [238300/1251000] [190.5/1000.0] [batch_t 0.479 (0.245)] [data_t 0.008] [optim_t 0.471] [lr 0.002742] [CE 4.635 (4.505)] [KD 4.877 (4.692)] 2024-10-12 12:35:21,115 - Train: 19.05% [238350/1251000] [190.5/1000.0] [batch_t 0.229 (0.244)] [data_t 0.010] [optim_t 0.218] [lr 0.002742] [CE 4.871 (4.517)] [KD 4.873 (4.851)] 2024-10-12 12:35:33,316 - Train: 19.06% [238400/1251000] [190.6/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.219] [lr 0.002742] [CE 4.439 (4.462)] [KD 4.753 (4.687)] 2024-10-12 12:35:46,009 - Train: 19.06% [238450/1251000] [190.6/1000.0] [batch_t 0.239 (0.254)] [data_t 0.007] [optim_t 0.231] [lr 0.002742] [CE 4.596 (4.554)] [KD 5.004 (4.767)] 2024-10-12 12:35:58,487 - Train: 19.06% [238500/1251000] [190.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.010] [optim_t 0.221] [lr 0.002742] [CE 4.612 (4.525)] [KD 4.675 (4.794)] 2024-10-12 12:36:10,561 - Train: 19.07% [238550/1251000] [190.7/1000.0] [batch_t 0.230 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.002741] [CE 4.181 (4.475)] [KD 4.806 (4.728)] 2024-10-12 12:36:22,610 - Train: 19.07% [238600/1251000] [190.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.010] [optim_t 0.230] [lr 0.002741] [CE 5.135 (4.553)] [KD 5.058 (4.794)] 2024-10-12 12:36:34,828 - Train: 19.08% [238650/1251000] [190.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002741] [CE 4.347 (4.525)] [KD 4.881 (4.801)] 2024-10-12 12:36:46,948 - Train: 19.08% [238700/1251000] [190.8/1000.0] [batch_t 0.220 (0.242)] [data_t 0.007] [optim_t 0.213] [lr 0.002741] [CE 4.818 (4.533)] [KD 4.946 (4.720)] 2024-10-12 12:36:58,695 - Train: 19.08% [238750/1251000] [190.8/1000.0] [batch_t 0.228 (0.235)] [data_t 0.010] [optim_t 0.219] [lr 0.002741] [CE 4.710 (4.582)] [KD 5.147 (4.790)] 2024-10-12 12:37:11,308 - Train: 19.09% [238800/1251000] [190.9/1000.0] [batch_t 0.255 (0.252)] [data_t 0.011] [optim_t 0.244] [lr 0.002741] [CE 4.488 (4.457)] [KD 5.023 (4.717)] 2024-10-12 12:37:23,418 - Train: 19.09% [238850/1251000] [190.9/1000.0] [batch_t 0.227 (0.242)] [data_t 0.009] [optim_t 0.218] [lr 0.002741] [CE 4.743 (4.526)] [KD 5.017 (4.832)] 2024-10-12 12:37:35,717 - Train: 19.10% [238900/1251000] [191.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002741] [CE 4.215 (4.481)] [KD 4.615 (4.815)] 2024-10-12 12:37:45,552 - ==> Total time: 15:59:38 Eta: 2 days, 19:44:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:37:52,118 - Train: 19.10% [238950/1251000] [191.0/1000.0] [batch_t 0.525 (0.348)] [data_t 0.010] [optim_t 0.516] [lr 0.002741] [CE 4.448 (4.534)] [KD 4.857 (4.710)] 2024-10-12 12:38:04,126 - Train: 19.10% [239000/1251000] [191.0/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.002740] [CE 5.275 (4.541)] [KD 5.197 (4.819)] 2024-10-12 12:38:16,421 - Train: 19.11% [239050/1251000] [191.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.228] [lr 0.002740] [CE 4.908 (4.589)] [KD 5.087 (4.880)] 2024-10-12 12:38:28,590 - Train: 19.11% [239100/1251000] [191.1/1000.0] [batch_t 0.245 (0.243)] [data_t 0.006] [optim_t 0.239] [lr 0.002740] [CE 4.470 (4.444)] [KD 4.624 (4.710)] 2024-10-12 12:38:40,784 - Train: 19.12% [239150/1251000] [191.2/1000.0] [batch_t 0.245 (0.244)] [data_t 0.010] [optim_t 0.235] [lr 0.002740] [CE 4.771 (4.549)] [KD 4.748 (4.773)] 2024-10-12 12:38:52,929 - Train: 19.12% [239200/1251000] [191.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.010] [optim_t 0.225] [lr 0.002740] [CE 4.540 (4.567)] [KD 4.915 (4.772)] 2024-10-12 12:39:05,221 - Train: 19.12% [239250/1251000] [191.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.225] [lr 0.002740] [CE 4.555 (4.554)] [KD 4.835 (4.809)] 2024-10-12 12:39:17,580 - Train: 19.13% [239300/1251000] [191.3/1000.0] [batch_t 0.252 (0.247)] [data_t 0.007] [optim_t 0.245] [lr 0.002740] [CE 4.155 (4.582)] [KD 4.608 (4.826)] 2024-10-12 12:39:30,199 - Train: 19.13% [239350/1251000] [191.3/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.002740] [CE 4.566 (4.481)] [KD 5.039 (4.812)] 2024-10-12 12:39:42,217 - Train: 19.14% [239400/1251000] [191.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002740] [CE 4.537 (4.488)] [KD 4.843 (4.700)] 2024-10-12 12:39:54,309 - Train: 19.14% [239450/1251000] [191.4/1000.0] [batch_t 0.243 (0.242)] [data_t 0.010] [optim_t 0.233] [lr 0.002740] [CE 4.475 (4.567)] [KD 4.946 (4.785)] 2024-10-12 12:40:06,612 - Train: 19.14% [239500/1251000] [191.4/1000.0] [batch_t 0.248 (0.246)] [data_t 0.008] [optim_t 0.240] [lr 0.002739] [CE 4.167 (4.545)] [KD 4.638 (4.837)] 2024-10-12 12:40:19,207 - Train: 19.15% [239550/1251000] [191.5/1000.0] [batch_t 0.233 (0.252)] [data_t 0.010] [optim_t 0.223] [lr 0.002739] [CE 4.117 (4.528)] [KD 4.582 (4.751)] 2024-10-12 12:40:31,385 - Train: 19.15% [239600/1251000] [191.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002739] [CE 4.847 (4.526)] [KD 5.173 (4.809)] 2024-10-12 12:40:43,889 - Train: 19.16% [239650/1251000] [191.6/1000.0] [batch_t 0.256 (0.250)] [data_t 0.009] [optim_t 0.247] [lr 0.002739] [CE 4.394 (4.511)] [KD 4.829 (4.795)] 2024-10-12 12:40:55,743 - Train: 19.16% [239700/1251000] [191.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.006] [optim_t 0.230] [lr 0.002739] [CE 4.436 (4.557)] [KD 4.795 (4.796)] 2024-10-12 12:41:08,045 - Train: 19.16% [239750/1251000] [191.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.002739] [CE 5.072 (4.495)] [KD 4.873 (4.708)] 2024-10-12 12:41:19,935 - Train: 19.17% [239800/1251000] [191.7/1000.0] [batch_t 0.259 (0.238)] [data_t 0.010] [optim_t 0.249] [lr 0.002739] [CE 4.289 (4.501)] [KD 4.949 (4.730)] 2024-10-12 12:41:32,336 - Train: 19.17% [239850/1251000] [191.7/1000.0] [batch_t 0.234 (0.248)] [data_t 0.007] [optim_t 0.226] [lr 0.002739] [CE 4.538 (4.464)] [KD 5.110 (4.805)] 2024-10-12 12:41:44,774 - Train: 19.18% [239900/1251000] [191.8/1000.0] [batch_t 0.256 (0.249)] [data_t 0.007] [optim_t 0.250] [lr 0.002739] [CE 4.427 (4.475)] [KD 4.956 (4.778)] 2024-10-12 12:41:57,716 - Train: 19.18% [239950/1251000] [191.8/1000.0] [batch_t 0.224 (0.259)] [data_t 0.007] [optim_t 0.216] [lr 0.002738] [CE 4.584 (4.606)] [KD 4.915 (4.835)] 2024-10-12 12:42:09,818 - Train: 19.18% [240000/1251000] [191.8/1000.0] [batch_t 0.226 (0.242)] [data_t 0.007] [optim_t 0.219] [lr 0.002738] [CE 4.641 (4.539)] [KD 5.092 (4.796)] 2024-10-12 12:42:22,019 - Train: 19.19% [240050/1251000] [191.9/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.002738] [CE 4.909 (4.553)] [KD 4.950 (4.810)] 2024-10-12 12:42:34,163 - Train: 19.19% [240100/1251000] [191.9/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.002738] [CE 4.699 (4.534)] [KD 4.965 (4.902)] 2024-10-12 12:42:46,244 - Train: 19.20% [240150/1251000] [192.0/1000.0] [batch_t 0.250 (0.241)] [data_t 0.009] [optim_t 0.241] [lr 0.002738] [CE 4.499 (4.545)] [KD 4.803 (4.833)] 2024-10-12 12:42:56,722 - ==> Total time: 16:04:49 Eta: 2 days, 19:40:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:43:03,069 - Train: 19.20% [240200/1251000] [192.0/1000.0] [batch_t 0.229 (0.367)] [data_t 0.007] [optim_t 0.222] [lr 0.002738] [CE 4.211 (4.392)] [KD 4.629 (4.571)] 2024-10-12 12:43:15,493 - Train: 19.20% [240250/1251000] [192.0/1000.0] [batch_t 0.234 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.002738] [CE 4.600 (4.512)] [KD 4.756 (4.787)] 2024-10-12 12:43:27,814 - Train: 19.21% [240300/1251000] [192.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.002738] [CE 4.308 (4.512)] [KD 4.714 (4.675)] 2024-10-12 12:43:39,939 - Train: 19.21% [240350/1251000] [192.1/1000.0] [batch_t 0.231 (0.242)] [data_t 0.010] [optim_t 0.222] [lr 0.002738] [CE 4.174 (4.524)] [KD 4.523 (4.714)] 2024-10-12 12:43:52,466 - Train: 19.22% [240400/1251000] [192.2/1000.0] [batch_t 0.246 (0.250)] [data_t 0.008] [optim_t 0.239] [lr 0.002738] [CE 4.418 (4.529)] [KD 4.668 (4.846)] 2024-10-12 12:44:04,185 - Train: 19.22% [240450/1251000] [192.2/1000.0] [batch_t 0.250 (0.234)] [data_t 0.007] [optim_t 0.243] [lr 0.002737] [CE 4.129 (4.459)] [KD 4.389 (4.769)] 2024-10-12 12:44:17,043 - Train: 19.22% [240500/1251000] [192.2/1000.0] [batch_t 0.235 (0.257)] [data_t 0.011] [optim_t 0.224] [lr 0.002737] [CE 3.985 (4.523)] [KD 4.506 (4.766)] 2024-10-12 12:44:29,726 - Train: 19.23% [240550/1251000] [192.3/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.002737] [CE 4.693 (4.582)] [KD 4.888 (4.798)] 2024-10-12 12:44:41,870 - Train: 19.23% [240600/1251000] [192.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.002737] [CE 4.354 (4.479)] [KD 4.671 (4.773)] 2024-10-12 12:44:54,184 - Train: 19.24% [240650/1251000] [192.4/1000.0] [batch_t 0.224 (0.246)] [data_t 0.007] [optim_t 0.218] [lr 0.002737] [CE 4.558 (4.589)] [KD 4.644 (4.733)] 2024-10-12 12:45:06,621 - Train: 19.24% [240700/1251000] [192.4/1000.0] [batch_t 0.230 (0.249)] [data_t 0.007] [optim_t 0.223] [lr 0.002737] [CE 4.446 (4.477)] [KD 4.465 (4.721)] 2024-10-12 12:45:18,520 - Train: 19.24% [240750/1251000] [192.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.229] [lr 0.002737] [CE 4.707 (4.489)] [KD 4.683 (4.704)] 2024-10-12 12:45:30,863 - Train: 19.25% [240800/1251000] [192.5/1000.0] [batch_t 0.227 (0.247)] [data_t 0.006] [optim_t 0.220] [lr 0.002737] [CE 4.347 (4.479)] [KD 4.709 (4.648)] 2024-10-12 12:45:43,132 - Train: 19.25% [240850/1251000] [192.5/1000.0] [batch_t 0.231 (0.245)] [data_t 0.007] [optim_t 0.224] [lr 0.002737] [CE 4.281 (4.518)] [KD 4.589 (4.750)] 2024-10-12 12:45:55,239 - Train: 19.26% [240900/1251000] [192.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.002736] [CE 4.182 (4.561)] [KD 4.671 (4.725)] 2024-10-12 12:46:07,538 - Train: 19.26% [240950/1251000] [192.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.008] [optim_t 0.230] [lr 0.002736] [CE 4.256 (4.556)] [KD 4.731 (4.804)] 2024-10-12 12:46:19,951 - Train: 19.26% [241000/1251000] [192.6/1000.0] [batch_t 0.231 (0.248)] [data_t 0.010] [optim_t 0.221] [lr 0.002736] [CE 4.523 (4.504)] [KD 4.587 (4.762)] 2024-10-12 12:46:31,750 - Train: 19.27% [241050/1251000] [192.7/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002736] [CE 3.913 (4.510)] [KD 4.725 (4.762)] 2024-10-12 12:46:44,469 - Train: 19.27% [241100/1251000] [192.7/1000.0] [batch_t 0.241 (0.254)] [data_t 0.009] [optim_t 0.232] [lr 0.002736] [CE 4.836 (4.496)] [KD 4.744 (4.730)] 2024-10-12 12:46:57,303 - Train: 19.28% [241150/1251000] [192.8/1000.0] [batch_t 0.241 (0.256)] [data_t 0.008] [optim_t 0.233] [lr 0.002736] [CE 4.716 (4.531)] [KD 4.927 (4.829)] 2024-10-12 12:47:09,682 - Train: 19.28% [241200/1251000] [192.8/1000.0] [batch_t 0.230 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.002736] [CE 4.059 (4.531)] [KD 4.574 (4.846)] 2024-10-12 12:47:22,445 - Train: 19.28% [241250/1251000] [192.8/1000.0] [batch_t 0.229 (0.255)] [data_t 0.010] [optim_t 0.219] [lr 0.002736] [CE 4.443 (4.452)] [KD 4.735 (4.781)] 2024-10-12 12:47:35,278 - Train: 19.29% [241300/1251000] [192.9/1000.0] [batch_t 0.245 (0.256)] [data_t 0.009] [optim_t 0.236] [lr 0.002736] [CE 4.582 (4.495)] [KD 5.029 (4.733)] 2024-10-12 12:47:47,932 - Train: 19.29% [241350/1251000] [192.9/1000.0] [batch_t 0.232 (0.253)] [data_t 0.007] [optim_t 0.225] [lr 0.002735] [CE 4.302 (4.469)] [KD 4.541 (4.701)] 2024-10-12 12:48:00,009 - Train: 19.30% [241400/1251000] [193.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.002735] [CE 4.631 (4.540)] [KD 4.870 (4.690)] 2024-10-12 12:48:10,893 - ==> Total time: 16:10:03 Eta: 2 days, 19:36:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:48:16,356 - Train: 19.30% [241450/1251000] [193.0/1000.0] [batch_t 0.225 (0.305)] [data_t 0.010] [optim_t 0.215] [lr 0.002735] [CE 4.449 (4.520)] [KD 4.603 (4.567)] 2024-10-12 12:48:29,136 - Train: 19.30% [241500/1251000] [193.0/1000.0] [batch_t 0.235 (0.255)] [data_t 0.007] [optim_t 0.228] [lr 0.002735] [CE 4.448 (4.533)] [KD 4.526 (4.716)] 2024-10-12 12:48:41,512 - Train: 19.31% [241550/1251000] [193.1/1000.0] [batch_t 0.259 (0.247)] [data_t 0.008] [optim_t 0.250] [lr 0.002735] [CE 3.681 (4.463)] [KD 4.425 (4.683)] 2024-10-12 12:48:53,684 - Train: 19.31% [241600/1251000] [193.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002735] [CE 4.727 (4.525)] [KD 4.851 (4.756)] 2024-10-12 12:49:05,605 - Train: 19.32% [241650/1251000] [193.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.002735] [CE 4.543 (4.550)] [KD 4.967 (4.739)] 2024-10-12 12:49:18,305 - Train: 19.32% [241700/1251000] [193.2/1000.0] [batch_t 0.236 (0.254)] [data_t 0.007] [optim_t 0.228] [lr 0.002735] [CE 4.608 (4.510)] [KD 4.895 (4.757)] 2024-10-12 12:49:30,482 - Train: 19.32% [241750/1251000] [193.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.010] [optim_t 0.229] [lr 0.002735] [CE 3.875 (4.462)] [KD 4.645 (4.738)] 2024-10-12 12:49:42,918 - Train: 19.33% [241800/1251000] [193.3/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002735] [CE 4.728 (4.595)] [KD 5.078 (4.775)] 2024-10-12 12:49:54,957 - Train: 19.33% [241850/1251000] [193.3/1000.0] [batch_t 0.217 (0.241)] [data_t 0.010] [optim_t 0.207] [lr 0.002734] [CE 4.474 (4.542)] [KD 4.611 (4.838)] 2024-10-12 12:50:06,813 - Train: 19.34% [241900/1251000] [193.4/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.002734] [CE 4.974 (4.522)] [KD 5.040 (4.755)] 2024-10-12 12:50:19,333 - Train: 19.34% [241950/1251000] [193.4/1000.0] [batch_t 0.218 (0.250)] [data_t 0.009] [optim_t 0.209] [lr 0.002734] [CE 4.757 (4.483)] [KD 4.686 (4.803)] 2024-10-12 12:50:31,932 - Train: 19.34% [242000/1251000] [193.4/1000.0] [batch_t 0.229 (0.252)] [data_t 0.007] [optim_t 0.222] [lr 0.002734] [CE 4.395 (4.513)] [KD 4.688 (4.770)] 2024-10-12 12:50:44,068 - Train: 19.35% [242050/1251000] [193.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.002734] [CE 4.270 (4.537)] [KD 4.877 (4.749)] 2024-10-12 12:50:56,451 - Train: 19.35% [242100/1251000] [193.5/1000.0] [batch_t 0.250 (0.247)] [data_t 0.009] [optim_t 0.241] [lr 0.002734] [CE 4.430 (4.524)] [KD 4.698 (4.761)] 2024-10-12 12:51:08,397 - Train: 19.36% [242150/1251000] [193.6/1000.0] [batch_t 0.250 (0.239)] [data_t 0.007] [optim_t 0.243] [lr 0.002734] [CE 4.628 (4.457)] [KD 4.713 (4.772)] 2024-10-12 12:51:20,971 - Train: 19.36% [242200/1251000] [193.6/1000.0] [batch_t 0.227 (0.251)] [data_t 0.009] [optim_t 0.218] [lr 0.002734] [CE 4.587 (4.575)] [KD 4.813 (4.770)] 2024-10-12 12:51:32,846 - Train: 19.36% [242250/1251000] [193.6/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.002734] [CE 3.968 (4.538)] [KD 4.467 (4.788)] 2024-10-12 12:51:44,889 - Train: 19.37% [242300/1251000] [193.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.002733] [CE 4.229 (4.531)] [KD 4.676 (4.819)] 2024-10-12 12:51:57,279 - Train: 19.37% [242350/1251000] [193.7/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002733] [CE 4.775 (4.521)] [KD 4.939 (4.790)] 2024-10-12 12:52:09,964 - Train: 19.38% [242400/1251000] [193.8/1000.0] [batch_t 0.227 (0.254)] [data_t 0.006] [optim_t 0.221] [lr 0.002733] [CE 4.484 (4.531)] [KD 4.829 (4.770)] 2024-10-12 12:52:22,089 - Train: 19.38% [242450/1251000] [193.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.002733] [CE 4.341 (4.493)] [KD 4.413 (4.726)] 2024-10-12 12:52:34,107 - Train: 19.38% [242500/1251000] [193.8/1000.0] [batch_t 0.266 (0.240)] [data_t 0.008] [optim_t 0.258] [lr 0.002733] [CE 4.514 (4.581)] [KD 4.759 (4.825)] 2024-10-12 12:52:46,542 - Train: 19.39% [242550/1251000] [193.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.002733] [CE 4.353 (4.592)] [KD 4.960 (4.806)] 2024-10-12 12:52:58,993 - Train: 19.39% [242600/1251000] [193.9/1000.0] [batch_t 0.222 (0.249)] [data_t 0.006] [optim_t 0.216] [lr 0.002733] [CE 4.704 (4.532)] [KD 5.037 (4.749)] 2024-10-12 12:53:11,812 - Train: 19.40% [242650/1251000] [194.0/1000.0] [batch_t 0.231 (0.256)] [data_t 0.009] [optim_t 0.222] [lr 0.002733] [CE 4.926 (4.549)] [KD 5.083 (4.813)] 2024-10-12 12:53:22,123 - ==> Total time: 16:15:14 Eta: 2 days, 19:31:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:53:28,573 - Train: 19.40% [242700/1251000] [194.0/1000.0] [batch_t 0.232 (0.344)] [data_t 0.009] [optim_t 0.223] [lr 0.002733] [CE 4.056 (4.444)] [KD 4.606 (4.648)] 2024-10-12 12:53:40,832 - Train: 19.40% [242750/1251000] [194.0/1000.0] [batch_t 0.247 (0.245)] [data_t 0.010] [optim_t 0.237] [lr 0.002733] [CE 4.574 (4.501)] [KD 4.823 (4.686)] 2024-10-12 12:53:53,111 - Train: 19.41% [242800/1251000] [194.1/1000.0] [batch_t 0.253 (0.245)] [data_t 0.008] [optim_t 0.245] [lr 0.002732] [CE 4.573 (4.491)] [KD 4.689 (4.690)] 2024-10-12 12:54:05,959 - Train: 19.41% [242850/1251000] [194.1/1000.0] [batch_t 0.232 (0.257)] [data_t 0.008] [optim_t 0.225] [lr 0.002732] [CE 4.847 (4.565)] [KD 4.701 (4.740)] 2024-10-12 12:54:18,145 - Train: 19.42% [242900/1251000] [194.2/1000.0] [batch_t 0.216 (0.244)] [data_t 0.008] [optim_t 0.208] [lr 0.002732] [CE 4.464 (4.499)] [KD 4.787 (4.768)] 2024-10-12 12:54:30,499 - Train: 19.42% [242950/1251000] [194.2/1000.0] [batch_t 0.255 (0.247)] [data_t 0.009] [optim_t 0.245] [lr 0.002732] [CE 4.760 (4.512)] [KD 4.710 (4.701)] 2024-10-12 12:54:42,851 - Train: 19.42% [243000/1251000] [194.2/1000.0] [batch_t 0.245 (0.247)] [data_t 0.008] [optim_t 0.237] [lr 0.002732] [CE 4.596 (4.481)] [KD 4.949 (4.705)] 2024-10-12 12:54:54,931 - Train: 19.43% [243050/1251000] [194.3/1000.0] [batch_t 0.224 (0.241)] [data_t 0.007] [optim_t 0.217] [lr 0.002732] [CE 4.955 (4.532)] [KD 5.196 (4.855)] 2024-10-12 12:55:06,894 - Train: 19.43% [243100/1251000] [194.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002732] [CE 4.881 (4.486)] [KD 4.694 (4.813)] 2024-10-12 12:55:19,354 - Train: 19.44% [243150/1251000] [194.4/1000.0] [batch_t 0.251 (0.249)] [data_t 0.008] [optim_t 0.243] [lr 0.002732] [CE 4.152 (4.547)] [KD 4.703 (4.846)] 2024-10-12 12:55:31,571 - Train: 19.44% [243200/1251000] [194.4/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.002732] [CE 5.054 (4.585)] [KD 5.053 (4.794)] 2024-10-12 12:55:43,785 - Train: 19.44% [243250/1251000] [194.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002731] [CE 4.839 (4.536)] [KD 4.952 (4.764)] 2024-10-12 12:55:56,226 - Train: 19.45% [243300/1251000] [194.5/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.002731] [CE 4.475 (4.450)] [KD 4.543 (4.661)] 2024-10-12 12:56:08,581 - Train: 19.45% [243350/1251000] [194.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.008] [optim_t 0.229] [lr 0.002731] [CE 4.756 (4.537)] [KD 4.604 (4.757)] 2024-10-12 12:56:20,694 - Train: 19.46% [243400/1251000] [194.6/1000.0] [batch_t 0.252 (0.242)] [data_t 0.010] [optim_t 0.242] [lr 0.002731] [CE 4.748 (4.497)] [KD 4.805 (4.769)] 2024-10-12 12:56:33,147 - Train: 19.46% [243450/1251000] [194.6/1000.0] [batch_t 0.240 (0.249)] [data_t 0.010] [optim_t 0.230] [lr 0.002731] [CE 4.658 (4.509)] [KD 4.837 (4.781)] 2024-10-12 12:56:45,515 - Train: 19.46% [243500/1251000] [194.6/1000.0] [batch_t 0.222 (0.247)] [data_t 0.007] [optim_t 0.215] [lr 0.002731] [CE 4.335 (4.514)] [KD 4.727 (4.858)] 2024-10-12 12:56:57,559 - Train: 19.47% [243550/1251000] [194.7/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002731] [CE 4.488 (4.513)] [KD 4.875 (4.785)] 2024-10-12 12:57:09,728 - Train: 19.47% [243600/1251000] [194.7/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.221] [lr 0.002731] [CE 4.607 (4.511)] [KD 4.627 (4.762)] 2024-10-12 12:57:22,107 - Train: 19.48% [243650/1251000] [194.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.002731] [CE 4.561 (4.473)] [KD 4.667 (4.770)] 2024-10-12 12:57:33,915 - Train: 19.48% [243700/1251000] [194.8/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.002730] [CE 4.866 (4.566)] [KD 4.725 (4.812)] 2024-10-12 12:57:46,390 - Train: 19.48% [243750/1251000] [194.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.008] [optim_t 0.228] [lr 0.002730] [CE 5.132 (4.555)] [KD 4.915 (4.796)] 2024-10-12 12:57:58,485 - Train: 19.49% [243800/1251000] [194.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.002730] [CE 4.490 (4.566)] [KD 4.769 (4.830)] 2024-10-12 12:58:10,512 - Train: 19.49% [243850/1251000] [194.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.002730] [CE 4.345 (4.484)] [KD 4.730 (4.742)] 2024-10-12 12:58:22,815 - Train: 19.50% [243900/1251000] [195.0/1000.0] [batch_t 0.248 (0.246)] [data_t 0.010] [optim_t 0.238] [lr 0.002730] [CE 4.318 (4.461)] [KD 4.452 (4.771)] 2024-10-12 12:58:43,458 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.180)] [top1_cnt 35092] [top5_cnt 45017] [top_all 50000] 2024-10-12 12:58:43,459 - net: 70.184 (90.034) 2024-10-12 12:58:53,520 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.185)] [top1_cnt 37801] [top5_cnt 46302] [top_all 50000] 2024-10-12 12:58:53,521 - net_E: 75.602 (92.604) 2024-10-12 12:58:53,750 - Max [top1: 70.184 (epoch: 195)] [top1-ema: 75.618 (epoch: 190)] 2024-10-12 12:58:53,750 - ==> Total time: 16:20:46 Eta: 2 days, 19:28:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 12:59:13,791 - Train: 19.50% [243950/1251000] [195.0/1000.0] [batch_t 0.226 (0.344)] [data_t 0.006] [optim_t 0.219] [lr 0.002730] [CE 4.414 (4.588)] [KD 4.496 (4.667)] 2024-10-12 12:59:26,314 - Train: 19.50% [244000/1251000] [195.0/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002730] [CE 4.181 (4.479)] [KD 4.576 (4.710)] 2024-10-12 12:59:38,365 - Train: 19.51% [244050/1251000] [195.1/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.002730] [CE 4.383 (4.447)] [KD 4.802 (4.753)] 2024-10-12 12:59:50,656 - Train: 19.51% [244100/1251000] [195.1/1000.0] [batch_t 0.248 (0.246)] [data_t 0.009] [optim_t 0.239] [lr 0.002730] [CE 4.519 (4.514)] [KD 4.735 (4.772)] 2024-10-12 13:00:03,116 - Train: 19.52% [244150/1251000] [195.2/1000.0] [batch_t 0.228 (0.249)] [data_t 0.009] [optim_t 0.220] [lr 0.002730] [CE 4.282 (4.532)] [KD 4.542 (4.738)] 2024-10-12 13:00:15,766 - Train: 19.52% [244200/1251000] [195.2/1000.0] [batch_t 0.446 (0.253)] [data_t 0.010] [optim_t 0.436] [lr 0.002729] [CE 4.322 (4.475)] [KD 4.484 (4.632)] 2024-10-12 13:00:27,876 - Train: 19.52% [244250/1251000] [195.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.002729] [CE 4.593 (4.560)] [KD 4.836 (4.796)] 2024-10-12 13:00:40,177 - Train: 19.53% [244300/1251000] [195.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.002729] [CE 4.704 (4.528)] [KD 4.703 (4.814)] 2024-10-12 13:00:52,203 - Train: 19.53% [244350/1251000] [195.3/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002729] [CE 4.640 (4.517)] [KD 4.664 (4.784)] 2024-10-12 13:01:04,772 - Train: 19.54% [244400/1251000] [195.4/1000.0] [batch_t 0.227 (0.251)] [data_t 0.009] [optim_t 0.218] [lr 0.002729] [CE 4.079 (4.483)] [KD 4.593 (4.758)] 2024-10-12 13:01:16,820 - Train: 19.54% [244450/1251000] [195.4/1000.0] [batch_t 0.224 (0.241)] [data_t 0.010] [optim_t 0.214] [lr 0.002729] [CE 4.857 (4.525)] [KD 5.027 (4.795)] 2024-10-12 13:01:28,948 - Train: 19.54% [244500/1251000] [195.4/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002729] [CE 4.984 (4.549)] [KD 4.959 (4.817)] 2024-10-12 13:01:41,174 - Train: 19.55% [244550/1251000] [195.5/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.002729] [CE 4.266 (4.528)] [KD 4.442 (4.825)] 2024-10-12 13:01:54,124 - Train: 19.55% [244600/1251000] [195.5/1000.0] [batch_t 0.233 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.002729] [CE 4.290 (4.588)] [KD 4.924 (4.877)] 2024-10-12 13:02:06,109 - Train: 19.56% [244650/1251000] [195.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.002728] [CE 4.606 (4.502)] [KD 4.605 (4.683)] 2024-10-12 13:02:18,682 - Train: 19.56% [244700/1251000] [195.6/1000.0] [batch_t 0.245 (0.251)] [data_t 0.008] [optim_t 0.237] [lr 0.002728] [CE 4.421 (4.546)] [KD 4.810 (4.739)] 2024-10-12 13:02:31,126 - Train: 19.56% [244750/1251000] [195.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.223] [lr 0.002728] [CE 4.562 (4.483)] [KD 4.655 (4.789)] 2024-10-12 13:02:43,610 - Train: 19.57% [244800/1251000] [195.7/1000.0] [batch_t 0.258 (0.249)] [data_t 0.007] [optim_t 0.251] [lr 0.002728] [CE 5.062 (4.551)] [KD 4.875 (4.772)] 2024-10-12 13:02:55,780 - Train: 19.57% [244850/1251000] [195.7/1000.0] [batch_t 0.247 (0.243)] [data_t 0.007] [optim_t 0.240] [lr 0.002728] [CE 4.595 (4.518)] [KD 4.771 (4.678)] 2024-10-12 13:03:08,176 - Train: 19.58% [244900/1251000] [195.8/1000.0] [batch_t 0.225 (0.248)] [data_t 0.007] [optim_t 0.218] [lr 0.002728] [CE 4.395 (4.560)] [KD 4.815 (4.746)] 2024-10-12 13:03:20,336 - Train: 19.58% [244950/1251000] [195.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.011] [optim_t 0.225] [lr 0.002728] [CE 4.260 (4.567)] [KD 4.574 (4.849)] 2024-10-12 13:03:33,250 - Train: 19.58% [245000/1251000] [195.8/1000.0] [batch_t 0.237 (0.258)] [data_t 0.007] [optim_t 0.230] [lr 0.002728] [CE 4.794 (4.579)] [KD 4.982 (4.921)] 2024-10-12 13:03:45,630 - Train: 19.59% [245050/1251000] [195.9/1000.0] [batch_t 0.231 (0.247)] [data_t 0.006] [optim_t 0.225] [lr 0.002728] [CE 4.539 (4.599)] [KD 4.667 (4.774)] 2024-10-12 13:03:57,658 - Train: 19.59% [245100/1251000] [195.9/1000.0] [batch_t 0.250 (0.240)] [data_t 0.010] [optim_t 0.240] [lr 0.002727] [CE 4.581 (4.518)] [KD 4.740 (4.752)] 2024-10-12 13:04:10,000 - Train: 19.60% [245150/1251000] [196.0/1000.0] [batch_t 0.254 (0.247)] [data_t 0.010] [optim_t 0.244] [lr 0.002727] [CE 4.341 (4.553)] [KD 4.684 (4.753)] 2024-10-12 13:04:21,581 - ==> Total time: 16:26:14 Eta: 2 days, 19:25:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:04:26,524 - Train: 19.60% [245200/1251000] [196.0/1000.0] [batch_t 0.240 (0.456)] [data_t 0.006] [optim_t 0.234] [lr 0.002727] [CE 4.813 (4.709)] [KD 4.838 (4.806)] 2024-10-12 13:04:38,616 - Train: 19.60% [245250/1251000] [196.0/1000.0] [batch_t 0.256 (0.242)] [data_t 0.007] [optim_t 0.249] [lr 0.002727] [CE 4.183 (4.507)] [KD 4.417 (4.659)] 2024-10-12 13:04:51,155 - Train: 19.61% [245300/1251000] [196.1/1000.0] [batch_t 0.246 (0.251)] [data_t 0.009] [optim_t 0.237] [lr 0.002727] [CE 4.664 (4.543)] [KD 4.796 (4.723)] 2024-10-12 13:05:03,422 - Train: 19.61% [245350/1251000] [196.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002727] [CE 3.600 (4.439)] [KD 4.506 (4.721)] 2024-10-12 13:05:16,298 - Train: 19.62% [245400/1251000] [196.2/1000.0] [batch_t 0.558 (0.257)] [data_t 0.007] [optim_t 0.551] [lr 0.002727] [CE 4.039 (4.516)] [KD 4.448 (4.778)] 2024-10-12 13:05:28,472 - Train: 19.62% [245450/1251000] [196.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.002727] [CE 4.985 (4.511)] [KD 5.046 (4.730)] 2024-10-12 13:05:40,683 - Train: 19.62% [245500/1251000] [196.2/1000.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.002727] [CE 4.493 (4.437)] [KD 4.843 (4.716)] 2024-10-12 13:05:52,911 - Train: 19.63% [245550/1251000] [196.3/1000.0] [batch_t 0.220 (0.244)] [data_t 0.009] [optim_t 0.211] [lr 0.002727] [CE 4.697 (4.474)] [KD 4.939 (4.728)] 2024-10-12 13:06:05,563 - Train: 19.63% [245600/1251000] [196.3/1000.0] [batch_t 0.258 (0.253)] [data_t 0.008] [optim_t 0.250] [lr 0.002726] [CE 4.553 (4.491)] [KD 4.676 (4.708)] 2024-10-12 13:06:17,903 - Train: 19.64% [245650/1251000] [196.4/1000.0] [batch_t 0.244 (0.247)] [data_t 0.007] [optim_t 0.237] [lr 0.002726] [CE 4.854 (4.532)] [KD 5.129 (4.782)] 2024-10-12 13:06:30,318 - Train: 19.64% [245700/1251000] [196.4/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.002726] [CE 4.727 (4.608)] [KD 4.963 (4.857)] 2024-10-12 13:06:42,535 - Train: 19.64% [245750/1251000] [196.4/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002726] [CE 4.307 (4.551)] [KD 4.723 (4.818)] 2024-10-12 13:06:55,057 - Train: 19.65% [245800/1251000] [196.5/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.222] [lr 0.002726] [CE 4.869 (4.537)] [KD 5.089 (4.854)] 2024-10-12 13:07:07,280 - Train: 19.65% [245850/1251000] [196.5/1000.0] [batch_t 0.273 (0.244)] [data_t 0.009] [optim_t 0.264] [lr 0.002726] [CE 4.710 (4.581)] [KD 4.747 (4.747)] 2024-10-12 13:07:19,813 - Train: 19.66% [245900/1251000] [196.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.006] [optim_t 0.228] [lr 0.002726] [CE 4.547 (4.527)] [KD 4.666 (4.754)] 2024-10-12 13:07:31,947 - Train: 19.66% [245950/1251000] [196.6/1000.0] [batch_t 0.208 (0.242)] [data_t 0.007] [optim_t 0.201] [lr 0.002726] [CE 4.928 (4.517)] [KD 4.983 (4.783)] 2024-10-12 13:07:44,190 - Train: 19.66% [246000/1251000] [196.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.010] [optim_t 0.228] [lr 0.002726] [CE 4.385 (4.509)] [KD 4.952 (4.739)] 2024-10-12 13:07:56,765 - Train: 19.67% [246050/1251000] [196.7/1000.0] [batch_t 0.219 (0.251)] [data_t 0.007] [optim_t 0.212] [lr 0.002725] [CE 4.774 (4.506)] [KD 4.807 (4.794)] 2024-10-12 13:08:08,768 - Train: 19.67% [246100/1251000] [196.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.227] [lr 0.002725] [CE 4.125 (4.496)] [KD 4.488 (4.859)] 2024-10-12 13:08:21,187 - Train: 19.68% [246150/1251000] [196.8/1000.0] [batch_t 0.584 (0.248)] [data_t 0.007] [optim_t 0.577] [lr 0.002725] [CE 5.038 (4.575)] [KD 4.980 (4.800)] 2024-10-12 13:08:33,815 - Train: 19.68% [246200/1251000] [196.8/1000.0] [batch_t 0.257 (0.252)] [data_t 0.007] [optim_t 0.250] [lr 0.002725] [CE 5.087 (4.577)] [KD 5.335 (4.786)] 2024-10-12 13:08:46,244 - Train: 19.68% [246250/1251000] [196.8/1000.0] [batch_t 0.244 (0.248)] [data_t 0.010] [optim_t 0.234] [lr 0.002725] [CE 4.692 (4.561)] [KD 4.873 (4.819)] 2024-10-12 13:08:58,168 - Train: 19.69% [246300/1251000] [196.9/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.002725] [CE 4.733 (4.520)] [KD 4.972 (4.762)] 2024-10-12 13:09:10,316 - Train: 19.69% [246350/1251000] [196.9/1000.0] [batch_t 0.257 (0.243)] [data_t 0.008] [optim_t 0.250] [lr 0.002725] [CE 4.537 (4.448)] [KD 4.706 (4.753)] 2024-10-12 13:09:22,701 - Train: 19.70% [246400/1251000] [197.0/1000.0] [batch_t 0.242 (0.248)] [data_t 0.011] [optim_t 0.232] [lr 0.002725] [CE 4.561 (4.552)] [KD 5.167 (4.845)] 2024-10-12 13:09:33,620 - ==> Total time: 16:31:26 Eta: 2 days, 19:21:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:09:37,944 - Train: 19.70% [246450/1251000] [197.0/1000.0] [batch_t 0.242 (0.424)] [data_t 0.010] [optim_t 0.232] [lr 0.002725] [CE 4.736 (4.527)] [KD 4.696 (4.754)] 2024-10-12 13:09:49,891 - Train: 19.70% [246500/1251000] [197.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002724] [CE 4.537 (4.522)] [KD 4.521 (4.735)] 2024-10-12 13:10:02,330 - Train: 19.71% [246550/1251000] [197.1/1000.0] [batch_t 0.228 (0.249)] [data_t 0.009] [optim_t 0.220] [lr 0.002724] [CE 4.852 (4.552)] [KD 5.023 (4.772)] 2024-10-12 13:10:14,500 - Train: 19.71% [246600/1251000] [197.1/1000.0] [batch_t 0.241 (0.243)] [data_t 0.010] [optim_t 0.231] [lr 0.002724] [CE 3.916 (4.550)] [KD 4.537 (4.782)] 2024-10-12 13:10:27,018 - Train: 19.72% [246650/1251000] [197.2/1000.0] [batch_t 0.222 (0.250)] [data_t 0.006] [optim_t 0.216] [lr 0.002724] [CE 4.563 (4.554)] [KD 4.699 (4.811)] 2024-10-12 13:10:38,973 - Train: 19.72% [246700/1251000] [197.2/1000.0] [batch_t 0.252 (0.239)] [data_t 0.009] [optim_t 0.244] [lr 0.002724] [CE 4.332 (4.523)] [KD 4.376 (4.698)] 2024-10-12 13:10:50,889 - Train: 19.72% [246750/1251000] [197.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.008] [optim_t 0.226] [lr 0.002724] [CE 4.592 (4.509)] [KD 4.673 (4.766)] 2024-10-12 13:11:02,802 - Train: 19.73% [246800/1251000] [197.3/1000.0] [batch_t 0.226 (0.238)] [data_t 0.011] [optim_t 0.215] [lr 0.002724] [CE 4.057 (4.497)] [KD 4.366 (4.702)] 2024-10-12 13:11:14,630 - Train: 19.73% [246850/1251000] [197.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.008] [optim_t 0.228] [lr 0.002724] [CE 4.554 (4.512)] [KD 4.582 (4.751)] 2024-10-12 13:11:26,889 - Train: 19.74% [246900/1251000] [197.4/1000.0] [batch_t 0.219 (0.245)] [data_t 0.009] [optim_t 0.209] [lr 0.002724] [CE 4.473 (4.464)] [KD 4.594 (4.726)] 2024-10-12 13:11:38,672 - Train: 19.74% [246950/1251000] [197.4/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.217] [lr 0.002723] [CE 4.337 (4.511)] [KD 4.720 (4.682)] 2024-10-12 13:11:50,500 - Train: 19.74% [247000/1251000] [197.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.002723] [CE 4.604 (4.472)] [KD 4.788 (4.691)] 2024-10-12 13:12:02,243 - Train: 19.75% [247050/1251000] [197.5/1000.0] [batch_t 0.261 (0.235)] [data_t 0.006] [optim_t 0.255] [lr 0.002723] [CE 4.289 (4.588)] [KD 4.685 (4.782)] 2024-10-12 13:12:14,638 - Train: 19.75% [247100/1251000] [197.5/1000.0] [batch_t 0.223 (0.248)] [data_t 0.007] [optim_t 0.217] [lr 0.002723] [CE 4.883 (4.577)] [KD 5.057 (4.918)] 2024-10-12 13:12:26,647 - Train: 19.76% [247150/1251000] [197.6/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.002723] [CE 4.701 (4.501)] [KD 5.181 (4.753)] 2024-10-12 13:12:38,808 - Train: 19.76% [247200/1251000] [197.6/1000.0] [batch_t 0.255 (0.243)] [data_t 0.009] [optim_t 0.246] [lr 0.002723] [CE 4.855 (4.566)] [KD 4.863 (4.843)] 2024-10-12 13:12:51,059 - Train: 19.76% [247250/1251000] [197.6/1000.0] [batch_t 0.245 (0.245)] [data_t 0.007] [optim_t 0.238] [lr 0.002723] [CE 4.472 (4.502)] [KD 4.783 (4.762)] 2024-10-12 13:13:02,886 - Train: 19.77% [247300/1251000] [197.7/1000.0] [batch_t 0.222 (0.236)] [data_t 0.007] [optim_t 0.215] [lr 0.002723] [CE 4.423 (4.558)] [KD 4.956 (4.779)] 2024-10-12 13:13:14,769 - Train: 19.77% [247350/1251000] [197.7/1000.0] [batch_t 0.254 (0.237)] [data_t 0.007] [optim_t 0.247] [lr 0.002723] [CE 4.211 (4.511)] [KD 4.686 (4.705)] 2024-10-12 13:13:27,337 - Train: 19.78% [247400/1251000] [197.8/1000.0] [batch_t 0.237 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.002723] [CE 4.703 (4.507)] [KD 4.903 (4.791)] 2024-10-12 13:13:39,261 - Train: 19.78% [247450/1251000] [197.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.010] [optim_t 0.227] [lr 0.002722] [CE 4.720 (4.424)] [KD 4.958 (4.737)] 2024-10-12 13:13:51,515 - Train: 19.78% [247500/1251000] [197.8/1000.0] [batch_t 0.253 (0.245)] [data_t 0.007] [optim_t 0.246] [lr 0.002722] [CE 4.563 (4.531)] [KD 4.919 (4.806)] 2024-10-12 13:14:05,038 - Train: 19.79% [247550/1251000] [197.9/1000.0] [batch_t 0.240 (0.270)] [data_t 0.006] [optim_t 0.234] [lr 0.002722] [CE 4.974 (4.530)] [KD 4.956 (4.762)] 2024-10-12 13:14:17,424 - Train: 19.79% [247600/1251000] [197.9/1000.0] [batch_t 0.255 (0.248)] [data_t 0.007] [optim_t 0.249] [lr 0.002722] [CE 4.590 (4.490)] [KD 4.922 (4.754)] 2024-10-12 13:14:29,718 - Train: 19.80% [247650/1251000] [198.0/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.002722] [CE 4.555 (4.536)] [KD 4.631 (4.762)] 2024-10-12 13:14:41,552 - ==> Total time: 16:36:34 Eta: 2 days, 19:16:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:14:45,846 - Train: 19.80% [247700/1251000] [198.0/1000.0] [batch_t 0.237 (0.622)] [data_t 0.006] [optim_t 0.231] [lr 0.002722] [CE 4.862 (4.764)] [KD 4.853 (4.811)] 2024-10-12 13:14:58,103 - Train: 19.80% [247750/1251000] [198.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.010] [optim_t 0.225] [lr 0.002722] [CE 4.599 (4.618)] [KD 4.650 (4.792)] 2024-10-12 13:15:10,941 - Train: 19.81% [247800/1251000] [198.1/1000.0] [batch_t 0.265 (0.257)] [data_t 0.010] [optim_t 0.255] [lr 0.002722] [CE 4.586 (4.519)] [KD 4.575 (4.718)] 2024-10-12 13:15:23,462 - Train: 19.81% [247850/1251000] [198.1/1000.0] [batch_t 0.243 (0.250)] [data_t 0.010] [optim_t 0.232] [lr 0.002722] [CE 4.613 (4.497)] [KD 4.595 (4.642)] 2024-10-12 13:15:35,599 - Train: 19.82% [247900/1251000] [198.2/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.002721] [CE 4.424 (4.519)] [KD 4.573 (4.707)] 2024-10-12 13:15:48,169 - Train: 19.82% [247950/1251000] [198.2/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002721] [CE 3.887 (4.469)] [KD 4.307 (4.653)] 2024-10-12 13:16:00,338 - Train: 19.82% [248000/1251000] [198.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.002721] [CE 4.476 (4.478)] [KD 5.170 (4.763)] 2024-10-12 13:16:12,415 - Train: 19.83% [248050/1251000] [198.3/1000.0] [batch_t 0.240 (0.241)] [data_t 0.008] [optim_t 0.232] [lr 0.002721] [CE 3.865 (4.547)] [KD 4.595 (4.774)] 2024-10-12 13:16:25,022 - Train: 19.83% [248100/1251000] [198.3/1000.0] [batch_t 0.230 (0.252)] [data_t 0.008] [optim_t 0.222] [lr 0.002721] [CE 4.464 (4.533)] [KD 4.868 (4.770)] 2024-10-12 13:16:37,580 - Train: 19.84% [248150/1251000] [198.4/1000.0] [batch_t 0.251 (0.251)] [data_t 0.007] [optim_t 0.244] [lr 0.002721] [CE 4.667 (4.489)] [KD 5.082 (4.796)] 2024-10-12 13:16:49,915 - Train: 19.84% [248200/1251000] [198.4/1000.0] [batch_t 0.230 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.002721] [CE 5.026 (4.427)] [KD 5.033 (4.704)] 2024-10-12 13:17:02,468 - Train: 19.84% [248250/1251000] [198.4/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.002721] [CE 4.273 (4.503)] [KD 4.859 (4.784)] 2024-10-12 13:17:14,715 - Train: 19.85% [248300/1251000] [198.5/1000.0] [batch_t 0.231 (0.245)] [data_t 0.010] [optim_t 0.220] [lr 0.002721] [CE 4.619 (4.511)] [KD 4.727 (4.716)] 2024-10-12 13:17:26,923 - Train: 19.85% [248350/1251000] [198.5/1000.0] [batch_t 0.244 (0.244)] [data_t 0.012] [optim_t 0.232] [lr 0.002720] [CE 4.575 (4.466)] [KD 4.585 (4.708)] 2024-10-12 13:17:39,323 - Train: 19.86% [248400/1251000] [198.6/1000.0] [batch_t 0.257 (0.248)] [data_t 0.007] [optim_t 0.250] [lr 0.002720] [CE 4.488 (4.465)] [KD 4.505 (4.615)] 2024-10-12 13:17:52,091 - Train: 19.86% [248450/1251000] [198.6/1000.0] [batch_t 0.239 (0.255)] [data_t 0.010] [optim_t 0.230] [lr 0.002720] [CE 4.381 (4.510)] [KD 4.806 (4.696)] 2024-10-12 13:18:04,378 - Train: 19.86% [248500/1251000] [198.6/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002720] [CE 4.616 (4.583)] [KD 4.847 (4.784)] 2024-10-12 13:18:17,187 - Train: 19.87% [248550/1251000] [198.7/1000.0] [batch_t 0.225 (0.256)] [data_t 0.008] [optim_t 0.218] [lr 0.002720] [CE 4.087 (4.535)] [KD 4.494 (4.768)] 2024-10-12 13:18:29,046 - Train: 19.87% [248600/1251000] [198.7/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002720] [CE 4.679 (4.447)] [KD 4.854 (4.718)] 2024-10-12 13:18:41,507 - Train: 19.88% [248650/1251000] [198.8/1000.0] [batch_t 0.222 (0.249)] [data_t 0.009] [optim_t 0.212] [lr 0.002720] [CE 4.478 (4.548)] [KD 4.904 (4.824)] 2024-10-12 13:18:53,763 - Train: 19.88% [248700/1251000] [198.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.002720] [CE 4.696 (4.490)] [KD 4.658 (4.765)] 2024-10-12 13:19:05,942 - Train: 19.88% [248750/1251000] [198.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.227] [lr 0.002720] [CE 4.532 (4.557)] [KD 4.782 (4.849)] 2024-10-12 13:19:18,649 - Train: 19.89% [248800/1251000] [198.9/1000.0] [batch_t 0.223 (0.254)] [data_t 0.007] [optim_t 0.216] [lr 0.002719] [CE 4.713 (4.560)] [KD 4.960 (4.838)] 2024-10-12 13:19:31,265 - Train: 19.89% [248850/1251000] [198.9/1000.0] [batch_t 0.227 (0.252)] [data_t 0.008] [optim_t 0.219] [lr 0.002719] [CE 4.336 (4.543)] [KD 5.073 (4.835)] 2024-10-12 13:19:43,395 - Train: 19.90% [248900/1251000] [199.0/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.221] [lr 0.002719] [CE 4.737 (4.487)] [KD 4.911 (4.783)] 2024-10-12 13:19:55,061 - ==> Total time: 16:41:47 Eta: 2 days, 19:12:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:19:59,316 - Train: 19.90% [248950/1251000] [199.0/1000.0] [batch_t 0.852 (0.852)] [data_t 0.615] [optim_t 0.237] [lr 0.002719] [CE 4.939 (4.939)] [KD 4.958 (4.958)] 2024-10-12 13:20:12,645 - Train: 19.90% [249000/1251000] [199.0/1000.0] [batch_t 0.584 (0.266)] [data_t 0.007] [optim_t 0.577] [lr 0.002719] [CE 4.809 (4.474)] [KD 5.130 (4.712)] 2024-10-12 13:20:25,580 - Train: 19.91% [249050/1251000] [199.1/1000.0] [batch_t 0.230 (0.259)] [data_t 0.009] [optim_t 0.221] [lr 0.002719] [CE 4.133 (4.533)] [KD 4.737 (4.743)] 2024-10-12 13:20:37,798 - Train: 19.91% [249100/1251000] [199.1/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.002719] [CE 4.645 (4.572)] [KD 4.708 (4.771)] 2024-10-12 13:20:49,986 - Train: 19.92% [249150/1251000] [199.2/1000.0] [batch_t 0.221 (0.244)] [data_t 0.008] [optim_t 0.213] [lr 0.002719] [CE 4.481 (4.485)] [KD 4.760 (4.726)] 2024-10-12 13:21:02,788 - Train: 19.92% [249200/1251000] [199.2/1000.0] [batch_t 0.250 (0.256)] [data_t 0.006] [optim_t 0.244] [lr 0.002719] [CE 4.641 (4.579)] [KD 4.618 (4.785)] 2024-10-12 13:21:15,201 - Train: 19.92% [249250/1251000] [199.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.002718] [CE 4.770 (4.489)] [KD 4.809 (4.742)] 2024-10-12 13:21:27,737 - Train: 19.93% [249300/1251000] [199.3/1000.0] [batch_t 0.246 (0.251)] [data_t 0.007] [optim_t 0.239] [lr 0.002718] [CE 5.221 (4.546)] [KD 5.313 (4.833)] 2024-10-12 13:21:40,650 - Train: 19.93% [249350/1251000] [199.3/1000.0] [batch_t 0.433 (0.258)] [data_t 0.007] [optim_t 0.425] [lr 0.002718] [CE 4.674 (4.501)] [KD 4.643 (4.723)] 2024-10-12 13:21:52,956 - Train: 19.94% [249400/1251000] [199.4/1000.0] [batch_t 0.250 (0.246)] [data_t 0.009] [optim_t 0.241] [lr 0.002718] [CE 4.726 (4.487)] [KD 4.773 (4.765)] 2024-10-12 13:22:05,397 - Train: 19.94% [249450/1251000] [199.4/1000.0] [batch_t 0.225 (0.249)] [data_t 0.010] [optim_t 0.215] [lr 0.002718] [CE 4.896 (4.585)] [KD 4.657 (4.744)] 2024-10-12 13:22:18,301 - Train: 19.94% [249500/1251000] [199.4/1000.0] [batch_t 0.243 (0.258)] [data_t 0.011] [optim_t 0.233] [lr 0.002718] [CE 4.203 (4.434)] [KD 4.721 (4.739)] 2024-10-12 13:22:30,474 - Train: 19.95% [249550/1251000] [199.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.002718] [CE 4.449 (4.497)] [KD 4.521 (4.722)] 2024-10-12 13:22:43,132 - Train: 19.95% [249600/1251000] [199.5/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.002718] [CE 5.082 (4.527)] [KD 5.018 (4.778)] 2024-10-12 13:22:56,062 - Train: 19.96% [249650/1251000] [199.6/1000.0] [batch_t 0.250 (0.258)] [data_t 0.008] [optim_t 0.242] [lr 0.002718] [CE 4.623 (4.511)] [KD 4.913 (4.746)] 2024-10-12 13:23:08,220 - Train: 19.96% [249700/1251000] [199.6/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.002717] [CE 4.191 (4.492)] [KD 4.568 (4.713)] 2024-10-12 13:23:20,545 - Train: 19.96% [249750/1251000] [199.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.002717] [CE 4.522 (4.553)] [KD 4.860 (4.822)] 2024-10-12 13:23:33,291 - Train: 19.97% [249800/1251000] [199.7/1000.0] [batch_t 0.227 (0.255)] [data_t 0.007] [optim_t 0.221] [lr 0.002717] [CE 4.601 (4.571)] [KD 5.031 (4.807)] 2024-10-12 13:23:45,964 - Train: 19.97% [249850/1251000] [199.7/1000.0] [batch_t 0.233 (0.253)] [data_t 0.007] [optim_t 0.226] [lr 0.002717] [CE 4.596 (4.522)] [KD 4.451 (4.779)] 2024-10-12 13:23:58,100 - Train: 19.98% [249900/1251000] [199.8/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.002717] [CE 3.996 (4.516)] [KD 4.571 (4.707)] 2024-10-12 13:24:10,317 - Train: 19.98% [249950/1251000] [199.8/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.216] [lr 0.002717] [CE 4.726 (4.599)] [KD 5.029 (4.784)] 2024-10-12 13:24:22,614 - Train: 19.98% [250000/1251000] [199.8/1000.0] [batch_t 0.220 (0.246)] [data_t 0.009] [optim_t 0.212] [lr 0.002717] [CE 4.284 (4.558)] [KD 4.916 (4.752)] 2024-10-12 13:24:35,247 - Train: 19.99% [250050/1251000] [199.9/1000.0] [batch_t 0.252 (0.253)] [data_t 0.007] [optim_t 0.245] [lr 0.002717] [CE 5.069 (4.632)] [KD 4.941 (4.803)] 2024-10-12 13:24:47,543 - Train: 19.99% [250100/1251000] [199.9/1000.0] [batch_t 0.426 (0.246)] [data_t 0.009] [optim_t 0.417] [lr 0.002717] [CE 4.547 (4.490)] [KD 4.478 (4.732)] 2024-10-12 13:24:59,822 - Train: 20.00% [250150/1251000] [200.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002717] [CE 4.348 (4.510)] [KD 4.607 (4.740)] 2024-10-12 13:25:11,905 - Train: 20.00% [250200/1251000] [200.0/1000.0] [batch_t 0.202 (0.241)] [data_t 0.009] [optim_t 0.193] [lr 0.002716] [CE 4.333 (4.588)] [KD 4.431 (4.823)] 2024-10-12 13:25:21,681 - Test (net): 100.00% [50/50] [batch_t 0.167 (0.184)] [top1_cnt 34934] [top5_cnt 44906] [top_all 50000] 2024-10-12 13:25:21,682 - net: 69.868 (89.812) 2024-10-12 13:25:31,393 - Test (net_E): 100.00% [50/50] [batch_t 0.152 (0.176)] [top1_cnt 37809] [top5_cnt 46317] [top_all 50000] 2024-10-12 13:25:31,394 - net_E: 75.618 (92.634) 2024-10-12 13:25:31,617 - Max [top1: 70.184 (epoch: 195)] [top1-ema: 75.618 (epoch: 190)] 2024-10-12 13:25:31,619 - ==> Total time: 16:47:24 Eta: 2 days, 19:09:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:25:47,619 - Train: 20.00% [250250/1251000] [200.0/1000.0] [batch_t 0.268 (0.258)] [data_t 0.010] [optim_t 0.258] [lr 0.002716] [CE 4.688 (4.460)] [KD 4.855 (4.724)] 2024-10-12 13:25:59,684 - Train: 20.01% [250300/1251000] [200.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002716] [CE 4.334 (4.501)] [KD 4.814 (4.712)] 2024-10-12 13:26:12,741 - Train: 20.01% [250350/1251000] [200.1/1000.0] [batch_t 0.248 (0.261)] [data_t 0.008] [optim_t 0.240] [lr 0.002716] [CE 4.755 (4.485)] [KD 5.129 (4.737)] 2024-10-12 13:26:25,007 - Train: 20.02% [250400/1251000] [200.2/1000.0] [batch_t 0.243 (0.245)] [data_t 0.011] [optim_t 0.232] [lr 0.002716] [CE 4.481 (4.491)] [KD 4.635 (4.836)] 2024-10-12 13:26:37,147 - Train: 20.02% [250450/1251000] [200.2/1000.0] [batch_t 0.242 (0.243)] [data_t 0.010] [optim_t 0.232] [lr 0.002716] [CE 4.807 (4.473)] [KD 4.949 (4.765)] 2024-10-12 13:26:49,788 - Train: 20.02% [250500/1251000] [200.2/1000.0] [batch_t 0.247 (0.253)] [data_t 0.009] [optim_t 0.238] [lr 0.002716] [CE 5.073 (4.549)] [KD 5.127 (4.748)] 2024-10-12 13:27:02,171 - Train: 20.03% [250550/1251000] [200.3/1000.0] [batch_t 0.249 (0.247)] [data_t 0.011] [optim_t 0.238] [lr 0.002716] [CE 4.889 (4.520)] [KD 4.906 (4.820)] 2024-10-12 13:27:14,351 - Train: 20.03% [250600/1251000] [200.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.002716] [CE 4.551 (4.591)] [KD 4.855 (4.851)] 2024-10-12 13:27:26,969 - Train: 20.04% [250650/1251000] [200.4/1000.0] [batch_t 0.237 (0.252)] [data_t 0.011] [optim_t 0.226] [lr 0.002715] [CE 4.111 (4.532)] [KD 4.559 (4.690)] 2024-10-12 13:27:39,313 - Train: 20.04% [250700/1251000] [200.4/1000.0] [batch_t 0.256 (0.247)] [data_t 0.007] [optim_t 0.248] [lr 0.002715] [CE 4.403 (4.441)] [KD 4.482 (4.720)] 2024-10-12 13:27:51,435 - Train: 20.04% [250750/1251000] [200.4/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.002715] [CE 4.521 (4.512)] [KD 4.716 (4.781)] 2024-10-12 13:28:03,636 - Train: 20.05% [250800/1251000] [200.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.230] [lr 0.002715] [CE 4.716 (4.537)] [KD 4.854 (4.814)] 2024-10-12 13:28:15,463 - Train: 20.05% [250850/1251000] [200.5/1000.0] [batch_t 0.242 (0.236)] [data_t 0.010] [optim_t 0.232] [lr 0.002715] [CE 4.566 (4.500)] [KD 4.789 (4.810)] 2024-10-12 13:28:27,761 - Train: 20.06% [250900/1251000] [200.6/1000.0] [batch_t 0.247 (0.246)] [data_t 0.009] [optim_t 0.238] [lr 0.002715] [CE 4.619 (4.529)] [KD 4.614 (4.734)] 2024-10-12 13:28:40,469 - Train: 20.06% [250950/1251000] [200.6/1000.0] [batch_t 0.222 (0.254)] [data_t 0.008] [optim_t 0.214] [lr 0.002715] [CE 4.582 (4.497)] [KD 4.603 (4.804)] 2024-10-12 13:28:52,995 - Train: 20.06% [251000/1251000] [200.6/1000.0] [batch_t 0.246 (0.250)] [data_t 0.009] [optim_t 0.236] [lr 0.002715] [CE 4.644 (4.531)] [KD 4.687 (4.811)] 2024-10-12 13:29:04,961 - Train: 20.07% [251050/1251000] [200.7/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002715] [CE 4.663 (4.523)] [KD 5.091 (4.802)] 2024-10-12 13:29:16,981 - Train: 20.07% [251100/1251000] [200.7/1000.0] [batch_t 0.250 (0.240)] [data_t 0.008] [optim_t 0.242] [lr 0.002714] [CE 4.133 (4.480)] [KD 4.543 (4.749)] 2024-10-12 13:29:29,463 - Train: 20.08% [251150/1251000] [200.8/1000.0] [batch_t 0.243 (0.249)] [data_t 0.007] [optim_t 0.236] [lr 0.002714] [CE 4.594 (4.553)] [KD 4.608 (4.751)] 2024-10-12 13:29:41,820 - Train: 20.08% [251200/1251000] [200.8/1000.0] [batch_t 0.264 (0.247)] [data_t 0.009] [optim_t 0.254] [lr 0.002714] [CE 4.623 (4.534)] [KD 4.821 (4.767)] 2024-10-12 13:29:54,323 - Train: 20.08% [251250/1251000] [200.8/1000.0] [batch_t 0.520 (0.250)] [data_t 0.008] [optim_t 0.512] [lr 0.002714] [CE 4.642 (4.552)] [KD 4.865 (4.786)] 2024-10-12 13:30:06,806 - Train: 20.09% [251300/1251000] [200.9/1000.0] [batch_t 0.264 (0.249)] [data_t 0.010] [optim_t 0.254] [lr 0.002714] [CE 4.519 (4.460)] [KD 4.907 (4.667)] 2024-10-12 13:30:19,464 - Train: 20.09% [251350/1251000] [200.9/1000.0] [batch_t 0.241 (0.253)] [data_t 0.008] [optim_t 0.233] [lr 0.002714] [CE 4.927 (4.454)] [KD 4.943 (4.678)] 2024-10-12 13:30:31,735 - Train: 20.10% [251400/1251000] [201.0/1000.0] [batch_t 0.248 (0.245)] [data_t 0.011] [optim_t 0.236] [lr 0.002714] [CE 4.467 (4.503)] [KD 4.807 (4.745)] 2024-10-12 13:30:43,499 - Train: 20.10% [251450/1251000] [201.0/1000.0] [batch_t 0.213 (0.235)] [data_t 0.006] [optim_t 0.207] [lr 0.002714] [CE 5.058 (4.492)] [KD 5.146 (4.773)] 2024-10-12 13:30:52,774 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 35248] [top5_cnt 44978] [top_all 50000] 2024-10-12 13:30:52,775 - net: 70.496 (89.956) 2024-10-12 13:31:02,239 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.173)] [top1_cnt 37811] [top5_cnt 46306] [top_all 50000] 2024-10-12 13:31:02,240 - net_E: 75.622 (92.612) 2024-10-12 13:31:02,439 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.622 (epoch: 201)] 2024-10-12 13:31:02,440 - ==> Total time: 16:52:55 Eta: 2 days, 19:06:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:31:33,860 - Train: 20.10% [251500/1251000] [201.0/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.002714] [CE 4.422 (4.517)] [KD 4.571 (4.708)] 2024-10-12 13:31:46,757 - Train: 20.11% [251550/1251000] [201.1/1000.0] [batch_t 0.249 (0.258)] [data_t 0.009] [optim_t 0.241] [lr 0.002713] [CE 4.037 (4.549)] [KD 4.224 (4.663)] 2024-10-12 13:31:59,463 - Train: 20.11% [251600/1251000] [201.1/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.226] [lr 0.002713] [CE 4.840 (4.519)] [KD 4.726 (4.729)] 2024-10-12 13:32:11,725 - Train: 20.12% [251650/1251000] [201.2/1000.0] [batch_t 0.225 (0.245)] [data_t 0.006] [optim_t 0.219] [lr 0.002713] [CE 5.115 (4.498)] [KD 4.960 (4.603)] 2024-10-12 13:32:24,334 - Train: 20.12% [251700/1251000] [201.2/1000.0] [batch_t 0.227 (0.252)] [data_t 0.010] [optim_t 0.218] [lr 0.002713] [CE 4.646 (4.536)] [KD 4.467 (4.695)] 2024-10-12 13:32:36,504 - Train: 20.12% [251750/1251000] [201.2/1000.0] [batch_t 0.220 (0.243)] [data_t 0.008] [optim_t 0.211] [lr 0.002713] [CE 4.955 (4.536)] [KD 5.035 (4.704)] 2024-10-12 13:32:48,759 - Train: 20.13% [251800/1251000] [201.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.007] [optim_t 0.227] [lr 0.002713] [CE 4.564 (4.519)] [KD 4.789 (4.726)] 2024-10-12 13:33:01,495 - Train: 20.13% [251850/1251000] [201.3/1000.0] [batch_t 0.412 (0.255)] [data_t 0.009] [optim_t 0.403] [lr 0.002713] [CE 4.564 (4.471)] [KD 4.819 (4.735)] 2024-10-12 13:33:14,004 - Train: 20.14% [251900/1251000] [201.4/1000.0] [batch_t 0.257 (0.250)] [data_t 0.009] [optim_t 0.248] [lr 0.002713] [CE 4.775 (4.492)] [KD 5.101 (4.719)] 2024-10-12 13:33:26,403 - Train: 20.14% [251950/1251000] [201.4/1000.0] [batch_t 0.242 (0.248)] [data_t 0.011] [optim_t 0.231] [lr 0.002713] [CE 4.676 (4.504)] [KD 4.678 (4.655)] 2024-10-12 13:33:39,254 - Train: 20.14% [252000/1251000] [201.4/1000.0] [batch_t 0.237 (0.257)] [data_t 0.008] [optim_t 0.228] [lr 0.002712] [CE 4.570 (4.497)] [KD 4.512 (4.688)] 2024-10-12 13:33:51,669 - Train: 20.15% [252050/1251000] [201.5/1000.0] [batch_t 0.230 (0.248)] [data_t 0.008] [optim_t 0.222] [lr 0.002712] [CE 4.903 (4.512)] [KD 4.748 (4.649)] 2024-10-12 13:34:03,774 - Train: 20.15% [252100/1251000] [201.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002712] [CE 4.541 (4.584)] [KD 4.722 (4.830)] 2024-10-12 13:34:16,229 - Train: 20.16% [252150/1251000] [201.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.008] [optim_t 0.230] [lr 0.002712] [CE 4.281 (4.555)] [KD 4.454 (4.760)] 2024-10-12 13:34:29,263 - Train: 20.16% [252200/1251000] [201.6/1000.0] [batch_t 0.254 (0.260)] [data_t 0.008] [optim_t 0.246] [lr 0.002712] [CE 4.405 (4.426)] [KD 4.643 (4.677)] 2024-10-12 13:34:41,382 - Train: 20.16% [252250/1251000] [201.6/1000.0] [batch_t 0.262 (0.242)] [data_t 0.008] [optim_t 0.254] [lr 0.002712] [CE 4.558 (4.457)] [KD 4.376 (4.716)] 2024-10-12 13:34:53,859 - Train: 20.17% [252300/1251000] [201.7/1000.0] [batch_t 0.253 (0.249)] [data_t 0.007] [optim_t 0.246] [lr 0.002712] [CE 4.570 (4.503)] [KD 4.795 (4.657)] 2024-10-12 13:35:06,470 - Train: 20.17% [252350/1251000] [201.7/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.002712] [CE 5.198 (4.517)] [KD 5.005 (4.717)] 2024-10-12 13:35:19,196 - Train: 20.18% [252400/1251000] [201.8/1000.0] [batch_t 0.246 (0.254)] [data_t 0.008] [optim_t 0.238] [lr 0.002712] [CE 4.394 (4.528)] [KD 4.925 (4.764)] 2024-10-12 13:35:31,486 - Train: 20.18% [252450/1251000] [201.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.002711] [CE 5.241 (4.526)] [KD 5.059 (4.732)] 2024-10-12 13:35:44,639 - Train: 20.18% [252500/1251000] [201.8/1000.0] [batch_t 0.236 (0.263)] [data_t 0.006] [optim_t 0.230] [lr 0.002711] [CE 4.984 (4.543)] [KD 4.811 (4.815)] 2024-10-12 13:35:56,665 - Train: 20.19% [252550/1251000] [201.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.002711] [CE 4.685 (4.494)] [KD 4.846 (4.770)] 2024-10-12 13:36:09,229 - Train: 20.19% [252600/1251000] [201.9/1000.0] [batch_t 0.243 (0.251)] [data_t 0.008] [optim_t 0.235] [lr 0.002711] [CE 4.365 (4.563)] [KD 4.724 (4.716)] 2024-10-12 13:36:21,851 - Train: 20.20% [252650/1251000] [202.0/1000.0] [batch_t 0.255 (0.252)] [data_t 0.010] [optim_t 0.246] [lr 0.002711] [CE 4.505 (4.515)] [KD 4.792 (4.749)] 2024-10-12 13:36:33,768 - Train: 20.20% [252700/1251000] [202.0/1000.0] [batch_t 0.205 (0.238)] [data_t 0.007] [optim_t 0.198] [lr 0.002711] [CE 4.887 (4.553)] [KD 5.078 (4.806)] 2024-10-12 13:36:44,309 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.190)] [top1_cnt 34712] [top5_cnt 44836] [top_all 50000] 2024-10-12 13:36:44,309 - net: 69.424 (89.672) 2024-10-12 13:36:53,673 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.170)] [top1_cnt 37838] [top5_cnt 46312] [top_all 50000] 2024-10-12 13:36:53,673 - net_E: 75.676 (92.624) 2024-10-12 13:36:53,911 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.676 (epoch: 202)] 2024-10-12 13:36:53,911 - ==> Total time: 16:58:46 Eta: 2 days, 19:04:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:37:19,987 - Train: 20.20% [252750/1251000] [202.0/1000.0] [batch_t 0.217 (0.262)] [data_t 0.009] [optim_t 0.209] [lr 0.002711] [CE 4.137 (4.513)] [KD 4.546 (4.822)] 2024-10-12 13:37:32,658 - Train: 20.21% [252800/1251000] [202.1/1000.0] [batch_t 0.226 (0.253)] [data_t 0.007] [optim_t 0.219] [lr 0.002711] [CE 4.897 (4.544)] [KD 4.674 (4.824)] 2024-10-12 13:37:44,658 - Train: 20.21% [252850/1251000] [202.1/1000.0] [batch_t 0.221 (0.240)] [data_t 0.007] [optim_t 0.214] [lr 0.002711] [CE 4.522 (4.538)] [KD 4.862 (4.810)] 2024-10-12 13:37:56,817 - Train: 20.22% [252900/1251000] [202.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.002710] [CE 4.396 (4.515)] [KD 4.525 (4.728)] 2024-10-12 13:38:09,195 - Train: 20.22% [252950/1251000] [202.2/1000.0] [batch_t 0.259 (0.247)] [data_t 0.010] [optim_t 0.249] [lr 0.002710] [CE 4.593 (4.551)] [KD 4.962 (4.803)] 2024-10-12 13:38:21,307 - Train: 20.22% [253000/1251000] [202.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.002710] [CE 4.508 (4.514)] [KD 4.861 (4.817)] 2024-10-12 13:38:33,159 - Train: 20.23% [253050/1251000] [202.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.008] [optim_t 0.228] [lr 0.002710] [CE 3.983 (4.537)] [KD 4.759 (4.847)] 2024-10-12 13:38:45,668 - Train: 20.23% [253100/1251000] [202.3/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.002710] [CE 4.796 (4.513)] [KD 4.971 (4.848)] 2024-10-12 13:38:58,157 - Train: 20.24% [253150/1251000] [202.4/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.002710] [CE 4.341 (4.497)] [KD 4.787 (4.759)] 2024-10-12 13:39:10,510 - Train: 20.24% [253200/1251000] [202.4/1000.0] [batch_t 0.221 (0.247)] [data_t 0.009] [optim_t 0.212] [lr 0.002710] [CE 4.241 (4.518)] [KD 4.643 (4.765)] 2024-10-12 13:39:22,781 - Train: 20.24% [253250/1251000] [202.4/1000.0] [batch_t 0.248 (0.245)] [data_t 0.007] [optim_t 0.241] [lr 0.002710] [CE 4.409 (4.526)] [KD 4.865 (4.791)] 2024-10-12 13:39:35,079 - Train: 20.25% [253300/1251000] [202.5/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.002710] [CE 4.686 (4.536)] [KD 4.982 (4.759)] 2024-10-12 13:39:47,350 - Train: 20.25% [253350/1251000] [202.5/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.234] [lr 0.002709] [CE 4.457 (4.496)] [KD 4.599 (4.832)] 2024-10-12 13:39:59,543 - Train: 20.26% [253400/1251000] [202.6/1000.0] [batch_t 0.511 (0.244)] [data_t 0.007] [optim_t 0.504] [lr 0.002709] [CE 4.056 (4.587)] [KD 4.805 (4.883)] 2024-10-12 13:40:11,773 - Train: 20.26% [253450/1251000] [202.6/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.002709] [CE 3.981 (4.441)] [KD 4.887 (4.724)] 2024-10-12 13:40:24,304 - Train: 20.26% [253500/1251000] [202.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.008] [optim_t 0.225] [lr 0.002709] [CE 4.032 (4.468)] [KD 4.553 (4.769)] 2024-10-12 13:40:36,682 - Train: 20.27% [253550/1251000] [202.7/1000.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.002709] [CE 4.459 (4.526)] [KD 4.723 (4.780)] 2024-10-12 13:40:48,564 - Train: 20.27% [253600/1251000] [202.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002709] [CE 4.817 (4.552)] [KD 4.736 (4.762)] 2024-10-12 13:41:00,662 - Train: 20.28% [253650/1251000] [202.8/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.002709] [CE 4.281 (4.542)] [KD 4.756 (4.769)] 2024-10-12 13:41:13,095 - Train: 20.28% [253700/1251000] [202.8/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.002709] [CE 4.671 (4.576)] [KD 4.902 (4.862)] 2024-10-12 13:41:26,034 - Train: 20.28% [253750/1251000] [202.8/1000.0] [batch_t 0.255 (0.259)] [data_t 0.009] [optim_t 0.246] [lr 0.002709] [CE 3.989 (4.545)] [KD 4.448 (4.742)] 2024-10-12 13:41:38,704 - Train: 20.29% [253800/1251000] [202.9/1000.0] [batch_t 0.246 (0.253)] [data_t 0.011] [optim_t 0.235] [lr 0.002708] [CE 4.398 (4.585)] [KD 4.826 (4.785)] 2024-10-12 13:41:51,294 - Train: 20.29% [253850/1251000] [202.9/1000.0] [batch_t 0.245 (0.252)] [data_t 0.007] [optim_t 0.238] [lr 0.002708] [CE 4.611 (4.523)] [KD 4.766 (4.854)] 2024-10-12 13:42:03,423 - Train: 20.30% [253900/1251000] [203.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.002708] [CE 4.032 (4.426)] [KD 4.801 (4.796)] 2024-10-12 13:42:15,901 - Train: 20.30% [253950/1251000] [203.0/1000.0] [batch_t 0.208 (0.249)] [data_t 0.008] [optim_t 0.200] [lr 0.002708] [CE 4.751 (4.542)] [KD 4.970 (4.823)] 2024-10-12 13:42:25,028 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.157)] [top1_cnt 34739] [top5_cnt 44723] [top_all 50000] 2024-10-12 13:42:25,029 - net: 69.478 (89.446) 2024-10-12 13:42:34,001 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.163)] [top1_cnt 37818] [top5_cnt 46309] [top_all 50000] 2024-10-12 13:42:34,002 - net_E: 75.636 (92.618) 2024-10-12 13:42:34,232 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.676 (epoch: 202)] 2024-10-12 13:42:34,233 - ==> Total time: 17:04:27 Eta: 2 days, 19:02:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:42:49,332 - Train: 20.30% [254000/1251000] [203.0/1000.0] [batch_t 0.220 (0.260)] [data_t 0.006] [optim_t 0.214] [lr 0.002708] [CE 4.588 (4.508)] [KD 4.656 (4.713)] 2024-10-12 13:43:02,065 - Train: 20.31% [254050/1251000] [203.1/1000.0] [batch_t 0.232 (0.254)] [data_t 0.010] [optim_t 0.222] [lr 0.002708] [CE 4.977 (4.562)] [KD 4.689 (4.743)] 2024-10-12 13:43:14,577 - Train: 20.31% [254100/1251000] [203.1/1000.0] [batch_t 0.512 (0.250)] [data_t 0.007] [optim_t 0.505] [lr 0.002708] [CE 4.352 (4.493)] [KD 4.757 (4.623)] 2024-10-12 13:43:26,411 - Train: 20.32% [254150/1251000] [203.2/1000.0] [batch_t 0.254 (0.237)] [data_t 0.007] [optim_t 0.248] [lr 0.002708] [CE 4.863 (4.524)] [KD 5.277 (4.741)] 2024-10-12 13:43:38,675 - Train: 20.32% [254200/1251000] [203.2/1000.0] [batch_t 0.242 (0.245)] [data_t 0.007] [optim_t 0.235] [lr 0.002708] [CE 4.708 (4.498)] [KD 4.970 (4.876)] 2024-10-12 13:43:50,834 - Train: 20.32% [254250/1251000] [203.2/1000.0] [batch_t 0.218 (0.243)] [data_t 0.010] [optim_t 0.208] [lr 0.002707] [CE 4.704 (4.490)] [KD 4.824 (4.736)] 2024-10-12 13:44:03,176 - Train: 20.33% [254300/1251000] [203.3/1000.0] [batch_t 0.246 (0.247)] [data_t 0.008] [optim_t 0.237] [lr 0.002707] [CE 4.683 (4.493)] [KD 4.757 (4.768)] 2024-10-12 13:44:15,703 - Train: 20.33% [254350/1251000] [203.3/1000.0] [batch_t 0.242 (0.250)] [data_t 0.007] [optim_t 0.235] [lr 0.002707] [CE 4.631 (4.611)] [KD 4.364 (4.798)] 2024-10-12 13:44:27,818 - Train: 20.34% [254400/1251000] [203.4/1000.0] [batch_t 0.244 (0.242)] [data_t 0.007] [optim_t 0.236] [lr 0.002707] [CE 4.161 (4.470)] [KD 4.698 (4.750)] 2024-10-12 13:44:40,015 - Train: 20.34% [254450/1251000] [203.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002707] [CE 4.910 (4.594)] [KD 5.084 (4.791)] 2024-10-12 13:44:53,032 - Train: 20.34% [254500/1251000] [203.4/1000.0] [batch_t 0.572 (0.260)] [data_t 0.008] [optim_t 0.564] [lr 0.002707] [CE 4.432 (4.454)] [KD 4.738 (4.667)] 2024-10-12 13:45:05,308 - Train: 20.35% [254550/1251000] [203.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.228] [lr 0.002707] [CE 4.824 (4.657)] [KD 4.995 (4.858)] 2024-10-12 13:45:17,905 - Train: 20.35% [254600/1251000] [203.5/1000.0] [batch_t 0.231 (0.252)] [data_t 0.010] [optim_t 0.220] [lr 0.002707] [CE 4.425 (4.601)] [KD 4.578 (4.835)] 2024-10-12 13:45:30,689 - Train: 20.36% [254650/1251000] [203.6/1000.0] [batch_t 0.228 (0.255)] [data_t 0.010] [optim_t 0.218] [lr 0.002707] [CE 4.656 (4.544)] [KD 4.853 (4.753)] 2024-10-12 13:45:43,085 - Train: 20.36% [254700/1251000] [203.6/1000.0] [batch_t 0.248 (0.248)] [data_t 0.007] [optim_t 0.241] [lr 0.002706] [CE 4.637 (4.493)] [KD 4.622 (4.744)] 2024-10-12 13:45:55,222 - Train: 20.36% [254750/1251000] [203.6/1000.0] [batch_t 0.252 (0.243)] [data_t 0.009] [optim_t 0.242] [lr 0.002706] [CE 4.070 (4.524)] [KD 4.757 (4.804)] 2024-10-12 13:46:07,879 - Train: 20.37% [254800/1251000] [203.7/1000.0] [batch_t 0.235 (0.253)] [data_t 0.008] [optim_t 0.228] [lr 0.002706] [CE 4.933 (4.489)] [KD 4.978 (4.700)] 2024-10-12 13:46:20,518 - Train: 20.37% [254850/1251000] [203.7/1000.0] [batch_t 0.248 (0.253)] [data_t 0.007] [optim_t 0.241] [lr 0.002706] [CE 4.977 (4.561)] [KD 4.664 (4.754)] 2024-10-12 13:46:33,287 - Train: 20.38% [254900/1251000] [203.8/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.002706] [CE 4.332 (4.576)] [KD 4.526 (4.793)] 2024-10-12 13:46:46,169 - Train: 20.38% [254950/1251000] [203.8/1000.0] [batch_t 0.262 (0.257)] [data_t 0.009] [optim_t 0.254] [lr 0.002706] [CE 4.391 (4.562)] [KD 4.532 (4.745)] 2024-10-12 13:46:58,076 - Train: 20.38% [255000/1251000] [203.8/1000.0] [batch_t 0.228 (0.238)] [data_t 0.008] [optim_t 0.220] [lr 0.002706] [CE 4.160 (4.554)] [KD 4.519 (4.729)] 2024-10-12 13:47:10,633 - Train: 20.39% [255050/1251000] [203.9/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.002706] [CE 4.323 (4.448)] [KD 4.545 (4.723)] 2024-10-12 13:47:23,938 - Train: 20.39% [255100/1251000] [203.9/1000.0] [batch_t 0.276 (0.266)] [data_t 0.007] [optim_t 0.269] [lr 0.002706] [CE 4.560 (4.510)] [KD 4.880 (4.747)] 2024-10-12 13:47:36,289 - Train: 20.40% [255150/1251000] [204.0/1000.0] [batch_t 0.245 (0.247)] [data_t 0.007] [optim_t 0.237] [lr 0.002705] [CE 4.851 (4.536)] [KD 4.821 (4.712)] 2024-10-12 13:47:48,479 - Train: 20.40% [255200/1251000] [204.0/1000.0] [batch_t 0.213 (0.244)] [data_t 0.006] [optim_t 0.207] [lr 0.002705] [CE 4.535 (4.506)] [KD 4.911 (4.751)] 2024-10-12 13:47:58,888 - Test (net): 100.00% [50/50] [batch_t 0.477 (0.173)] [top1_cnt 35113] [top5_cnt 44918] [top_all 50000] 2024-10-12 13:47:58,889 - net: 70.226 (89.836) 2024-10-12 13:48:07,773 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.161)] [top1_cnt 37769] [top5_cnt 46300] [top_all 50000] 2024-10-12 13:48:07,774 - net_E: 75.538 (92.600) 2024-10-12 13:48:07,986 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.676 (epoch: 202)] 2024-10-12 13:48:07,987 - ==> Total time: 17:10:00 Eta: 2 days, 18:59:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:48:23,495 - Train: 20.40% [255250/1251000] [204.0/1000.0] [batch_t 0.232 (0.256)] [data_t 0.010] [optim_t 0.222] [lr 0.002705] [CE 4.790 (4.467)] [KD 4.885 (4.668)] 2024-10-12 13:48:36,055 - Train: 20.41% [255300/1251000] [204.1/1000.0] [batch_t 0.227 (0.251)] [data_t 0.010] [optim_t 0.218] [lr 0.002705] [CE 4.475 (4.521)] [KD 4.868 (4.684)] 2024-10-12 13:48:48,433 - Train: 20.41% [255350/1251000] [204.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.002705] [CE 4.604 (4.508)] [KD 4.860 (4.725)] 2024-10-12 13:49:00,244 - Train: 20.42% [255400/1251000] [204.2/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.217] [lr 0.002705] [CE 4.356 (4.499)] [KD 4.863 (4.711)] 2024-10-12 13:49:13,022 - Train: 20.42% [255450/1251000] [204.2/1000.0] [batch_t 0.244 (0.255)] [data_t 0.007] [optim_t 0.236] [lr 0.002705] [CE 4.362 (4.529)] [KD 4.883 (4.765)] 2024-10-12 13:49:25,304 - Train: 20.42% [255500/1251000] [204.2/1000.0] [batch_t 0.266 (0.245)] [data_t 0.007] [optim_t 0.258] [lr 0.002705] [CE 4.967 (4.524)] [KD 5.096 (4.688)] 2024-10-12 13:49:37,420 - Train: 20.43% [255550/1251000] [204.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002705] [CE 4.269 (4.434)] [KD 4.780 (4.682)] 2024-10-12 13:49:50,370 - Train: 20.43% [255600/1251000] [204.3/1000.0] [batch_t 0.227 (0.259)] [data_t 0.007] [optim_t 0.220] [lr 0.002704] [CE 4.732 (4.533)] [KD 4.733 (4.724)] 2024-10-12 13:50:02,916 - Train: 20.44% [255650/1251000] [204.4/1000.0] [batch_t 0.244 (0.251)] [data_t 0.006] [optim_t 0.238] [lr 0.002704] [CE 4.073 (4.560)] [KD 4.463 (4.765)] 2024-10-12 13:50:15,177 - Train: 20.44% [255700/1251000] [204.4/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.002704] [CE 4.009 (4.485)] [KD 4.571 (4.717)] 2024-10-12 13:50:27,776 - Train: 20.44% [255750/1251000] [204.4/1000.0] [batch_t 0.525 (0.252)] [data_t 0.010] [optim_t 0.515] [lr 0.002704] [CE 4.692 (4.493)] [KD 4.677 (4.680)] 2024-10-12 13:50:39,550 - Train: 20.45% [255800/1251000] [204.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.228] [lr 0.002704] [CE 4.521 (4.577)] [KD 4.890 (4.764)] 2024-10-12 13:50:52,139 - Train: 20.45% [255850/1251000] [204.5/1000.0] [batch_t 0.242 (0.252)] [data_t 0.007] [optim_t 0.235] [lr 0.002704] [CE 3.696 (4.463)] [KD 4.467 (4.724)] 2024-10-12 13:51:04,203 - Train: 20.46% [255900/1251000] [204.6/1000.0] [batch_t 0.251 (0.241)] [data_t 0.006] [optim_t 0.245] [lr 0.002704] [CE 4.557 (4.502)] [KD 4.723 (4.766)] 2024-10-12 13:51:16,704 - Train: 20.46% [255950/1251000] [204.6/1000.0] [batch_t 0.243 (0.250)] [data_t 0.010] [optim_t 0.233] [lr 0.002704] [CE 4.980 (4.561)] [KD 4.932 (4.780)] 2024-10-12 13:51:29,320 - Train: 20.46% [256000/1251000] [204.6/1000.0] [batch_t 0.248 (0.252)] [data_t 0.008] [optim_t 0.240] [lr 0.002704] [CE 4.570 (4.431)] [KD 4.721 (4.683)] 2024-10-12 13:51:41,662 - Train: 20.47% [256050/1251000] [204.7/1000.0] [batch_t 0.233 (0.247)] [data_t 0.008] [optim_t 0.225] [lr 0.002703] [CE 4.889 (4.580)] [KD 5.144 (4.779)] 2024-10-12 13:51:53,677 - Train: 20.47% [256100/1251000] [204.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002703] [CE 3.893 (4.502)] [KD 4.451 (4.815)] 2024-10-12 13:52:05,961 - Train: 20.48% [256150/1251000] [204.8/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.002703] [CE 4.670 (4.525)] [KD 4.977 (4.758)] 2024-10-12 13:52:18,447 - Train: 20.48% [256200/1251000] [204.8/1000.0] [batch_t 0.230 (0.250)] [data_t 0.007] [optim_t 0.224] [lr 0.002703] [CE 4.443 (4.533)] [KD 4.900 (4.744)] 2024-10-12 13:52:30,907 - Train: 20.48% [256250/1251000] [204.8/1000.0] [batch_t 0.230 (0.249)] [data_t 0.008] [optim_t 0.222] [lr 0.002703] [CE 4.518 (4.577)] [KD 4.758 (4.750)] 2024-10-12 13:52:43,313 - Train: 20.49% [256300/1251000] [204.9/1000.0] [batch_t 0.258 (0.248)] [data_t 0.007] [optim_t 0.251] [lr 0.002703] [CE 4.638 (4.510)] [KD 4.972 (4.756)] 2024-10-12 13:52:55,589 - Train: 20.49% [256350/1251000] [204.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.002703] [CE 4.905 (4.446)] [KD 4.865 (4.756)] 2024-10-12 13:53:07,721 - Train: 20.50% [256400/1251000] [205.0/1000.0] [batch_t 0.286 (0.242)] [data_t 0.007] [optim_t 0.279] [lr 0.002703] [CE 4.252 (4.539)] [KD 4.759 (4.804)] 2024-10-12 13:53:19,756 - Train: 20.50% [256450/1251000] [205.0/1000.0] [batch_t 0.209 (0.241)] [data_t 0.007] [optim_t 0.203] [lr 0.002703] [CE 4.547 (4.489)] [KD 4.676 (4.744)] 2024-10-12 13:53:29,892 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.170)] [top1_cnt 35043] [top5_cnt 44927] [top_all 50000] 2024-10-12 13:53:29,892 - net: 70.086 (89.854) 2024-10-12 13:53:38,819 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 37783] [top5_cnt 46313] [top_all 50000] 2024-10-12 13:53:38,820 - net_E: 75.566 (92.626) 2024-10-12 13:53:39,022 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.676 (epoch: 202)] 2024-10-12 13:53:39,023 - ==> Total time: 17:15:31 Eta: 2 days, 18:55:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:53:53,747 - Train: 20.50% [256500/1251000] [205.0/1000.0] [batch_t 0.244 (0.254)] [data_t 0.008] [optim_t 0.236] [lr 0.002702] [CE 4.558 (4.481)] [KD 4.924 (4.707)] 2024-10-12 13:54:06,739 - Train: 20.51% [256550/1251000] [205.1/1000.0] [batch_t 0.238 (0.260)] [data_t 0.009] [optim_t 0.229] [lr 0.002702] [CE 4.601 (4.513)] [KD 4.700 (4.728)] 2024-10-12 13:54:19,003 - Train: 20.51% [256600/1251000] [205.1/1000.0] [batch_t 0.260 (0.245)] [data_t 0.008] [optim_t 0.251] [lr 0.002702] [CE 4.716 (4.424)] [KD 5.179 (4.693)] 2024-10-12 13:54:30,931 - Train: 20.52% [256650/1251000] [205.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.010] [optim_t 0.224] [lr 0.002702] [CE 4.523 (4.498)] [KD 4.676 (4.796)] 2024-10-12 13:54:43,337 - Train: 20.52% [256700/1251000] [205.2/1000.0] [batch_t 0.243 (0.248)] [data_t 0.007] [optim_t 0.236] [lr 0.002702] [CE 4.312 (4.516)] [KD 4.679 (4.735)] 2024-10-12 13:54:55,869 - Train: 20.52% [256750/1251000] [205.2/1000.0] [batch_t 0.234 (0.250)] [data_t 0.007] [optim_t 0.228] [lr 0.002702] [CE 4.174 (4.456)] [KD 4.590 (4.759)] 2024-10-12 13:55:08,223 - Train: 20.53% [256800/1251000] [205.3/1000.0] [batch_t 0.246 (0.247)] [data_t 0.010] [optim_t 0.235] [lr 0.002702] [CE 4.051 (4.516)] [KD 4.461 (4.682)] 2024-10-12 13:55:20,810 - Train: 20.53% [256850/1251000] [205.3/1000.0] [batch_t 0.235 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.002702] [CE 4.743 (4.496)] [KD 4.905 (4.752)] 2024-10-12 13:55:32,681 - Train: 20.54% [256900/1251000] [205.4/1000.0] [batch_t 0.246 (0.237)] [data_t 0.007] [optim_t 0.239] [lr 0.002702] [CE 4.431 (4.515)] [KD 4.457 (4.775)] 2024-10-12 13:55:45,121 - Train: 20.54% [256950/1251000] [205.4/1000.0] [batch_t 0.229 (0.249)] [data_t 0.007] [optim_t 0.222] [lr 0.002701] [CE 4.402 (4.541)] [KD 4.853 (4.737)] 2024-10-12 13:55:57,562 - Train: 20.54% [257000/1251000] [205.4/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.002701] [CE 4.151 (4.589)] [KD 4.587 (4.779)] 2024-10-12 13:56:09,705 - Train: 20.55% [257050/1251000] [205.5/1000.0] [batch_t 0.244 (0.243)] [data_t 0.006] [optim_t 0.238] [lr 0.002701] [CE 4.528 (4.533)] [KD 4.698 (4.778)] 2024-10-12 13:56:21,931 - Train: 20.55% [257100/1251000] [205.5/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.002701] [CE 4.459 (4.545)] [KD 4.498 (4.747)] 2024-10-12 13:56:34,965 - Train: 20.56% [257150/1251000] [205.6/1000.0] [batch_t 0.217 (0.261)] [data_t 0.009] [optim_t 0.208] [lr 0.002701] [CE 4.473 (4.497)] [KD 4.730 (4.750)] 2024-10-12 13:56:47,069 - Train: 20.56% [257200/1251000] [205.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002701] [CE 4.332 (4.504)] [KD 4.526 (4.722)] 2024-10-12 13:56:59,068 - Train: 20.56% [257250/1251000] [205.6/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002701] [CE 4.415 (4.482)] [KD 4.596 (4.723)] 2024-10-12 13:57:11,950 - Train: 20.57% [257300/1251000] [205.7/1000.0] [batch_t 0.231 (0.257)] [data_t 0.007] [optim_t 0.224] [lr 0.002701] [CE 4.145 (4.513)] [KD 4.575 (4.713)] 2024-10-12 13:57:24,616 - Train: 20.57% [257350/1251000] [205.7/1000.0] [batch_t 0.218 (0.253)] [data_t 0.010] [optim_t 0.208] [lr 0.002701] [CE 4.462 (4.537)] [KD 4.806 (4.786)] 2024-10-12 13:57:36,960 - Train: 20.58% [257400/1251000] [205.8/1000.0] [batch_t 0.243 (0.247)] [data_t 0.010] [optim_t 0.233] [lr 0.002700] [CE 4.384 (4.546)] [KD 4.878 (4.823)] 2024-10-12 13:57:49,651 - Train: 20.58% [257450/1251000] [205.8/1000.0] [batch_t 0.240 (0.254)] [data_t 0.010] [optim_t 0.230] [lr 0.002700] [CE 4.673 (4.519)] [KD 4.752 (4.791)] 2024-10-12 13:58:01,994 - Train: 20.58% [257500/1251000] [205.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.002700] [CE 4.788 (4.488)] [KD 4.846 (4.773)] 2024-10-12 13:58:14,481 - Train: 20.59% [257550/1251000] [205.9/1000.0] [batch_t 0.252 (0.250)] [data_t 0.007] [optim_t 0.244] [lr 0.002700] [CE 4.341 (4.581)] [KD 4.418 (4.747)] 2024-10-12 13:58:27,562 - Train: 20.59% [257600/1251000] [205.9/1000.0] [batch_t 0.244 (0.261)] [data_t 0.009] [optim_t 0.235] [lr 0.002700] [CE 4.848 (4.453)] [KD 4.782 (4.705)] 2024-10-12 13:58:39,772 - Train: 20.60% [257650/1251000] [206.0/1000.0] [batch_t 0.242 (0.244)] [data_t 0.007] [optim_t 0.235] [lr 0.002700] [CE 4.445 (4.505)] [KD 4.817 (4.838)] 2024-10-12 13:58:51,961 - Train: 20.60% [257700/1251000] [206.0/1000.0] [batch_t 0.220 (0.244)] [data_t 0.009] [optim_t 0.211] [lr 0.002700] [CE 4.760 (4.498)] [KD 4.827 (4.740)] 2024-10-12 13:59:02,383 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 35000] [top5_cnt 44910] [top_all 50000] 2024-10-12 13:59:02,384 - net: 70.000 (89.820) 2024-10-12 13:59:11,256 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 37767] [top5_cnt 46335] [top_all 50000] 2024-10-12 13:59:11,257 - net_E: 75.534 (92.670) 2024-10-12 13:59:11,442 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.676 (epoch: 202)] 2024-10-12 13:59:11,442 - ==> Total time: 17:21:04 Eta: 2 days, 18:52:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 13:59:25,968 - Train: 20.60% [257750/1251000] [206.0/1000.0] [batch_t 0.244 (0.265)] [data_t 0.011] [optim_t 0.233] [lr 0.002700] [CE 4.606 (4.459)] [KD 4.976 (4.621)] 2024-10-12 13:59:38,927 - Train: 20.61% [257800/1251000] [206.1/1000.0] [batch_t 0.242 (0.259)] [data_t 0.010] [optim_t 0.232] [lr 0.002700] [CE 4.254 (4.624)] [KD 4.303 (4.728)] 2024-10-12 13:59:51,044 - Train: 20.61% [257850/1251000] [206.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.011] [optim_t 0.226] [lr 0.002699] [CE 4.853 (4.483)] [KD 5.154 (4.675)] 2024-10-12 14:00:03,127 - Train: 20.62% [257900/1251000] [206.2/1000.0] [batch_t 0.243 (0.241)] [data_t 0.008] [optim_t 0.235] [lr 0.002699] [CE 4.882 (4.508)] [KD 4.500 (4.725)] 2024-10-12 14:00:15,498 - Train: 20.62% [257950/1251000] [206.2/1000.0] [batch_t 0.242 (0.247)] [data_t 0.010] [optim_t 0.233] [lr 0.002699] [CE 4.424 (4.589)] [KD 4.886 (4.784)] 2024-10-12 14:00:27,317 - Train: 20.62% [258000/1251000] [206.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.010] [optim_t 0.224] [lr 0.002699] [CE 4.336 (4.488)] [KD 4.873 (4.726)] 2024-10-12 14:00:39,310 - Train: 20.63% [258050/1251000] [206.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.002699] [CE 4.924 (4.510)] [KD 4.763 (4.745)] 2024-10-12 14:00:52,359 - Train: 20.63% [258100/1251000] [206.3/1000.0] [batch_t 0.227 (0.261)] [data_t 0.008] [optim_t 0.220] [lr 0.002699] [CE 4.859 (4.428)] [KD 4.969 (4.677)] 2024-10-12 14:01:04,743 - Train: 20.64% [258150/1251000] [206.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.010] [optim_t 0.222] [lr 0.002699] [CE 4.588 (4.512)] [KD 4.710 (4.722)] 2024-10-12 14:01:16,450 - Train: 20.64% [258200/1251000] [206.4/1000.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.002699] [CE 4.677 (4.453)] [KD 4.856 (4.704)] 2024-10-12 14:01:28,429 - Train: 20.64% [258250/1251000] [206.4/1000.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.002699] [CE 4.255 (4.580)] [KD 4.595 (4.747)] 2024-10-12 14:01:40,804 - Train: 20.65% [258300/1251000] [206.5/1000.0] [batch_t 0.221 (0.247)] [data_t 0.009] [optim_t 0.212] [lr 0.002698] [CE 4.639 (4.497)] [KD 4.824 (4.736)] 2024-10-12 14:01:53,274 - Train: 20.65% [258350/1251000] [206.5/1000.0] [batch_t 0.241 (0.249)] [data_t 0.007] [optim_t 0.234] [lr 0.002698] [CE 4.421 (4.517)] [KD 4.659 (4.742)] 2024-10-12 14:02:05,827 - Train: 20.66% [258400/1251000] [206.6/1000.0] [batch_t 0.591 (0.251)] [data_t 0.011] [optim_t 0.581] [lr 0.002698] [CE 4.100 (4.545)] [KD 4.454 (4.761)] 2024-10-12 14:02:18,527 - Train: 20.66% [258450/1251000] [206.6/1000.0] [batch_t 0.247 (0.254)] [data_t 0.010] [optim_t 0.237] [lr 0.002698] [CE 4.448 (4.578)] [KD 4.532 (4.689)] 2024-10-12 14:02:30,835 - Train: 20.66% [258500/1251000] [206.6/1000.0] [batch_t 0.241 (0.246)] [data_t 0.011] [optim_t 0.230] [lr 0.002698] [CE 4.000 (4.430)] [KD 4.424 (4.636)] 2024-10-12 14:02:43,060 - Train: 20.67% [258550/1251000] [206.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002698] [CE 4.715 (4.521)] [KD 4.743 (4.774)] 2024-10-12 14:02:55,014 - Train: 20.67% [258600/1251000] [206.7/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.002698] [CE 4.357 (4.431)] [KD 4.680 (4.758)] 2024-10-12 14:03:07,041 - Train: 20.68% [258650/1251000] [206.8/1000.0] [batch_t 0.266 (0.240)] [data_t 0.008] [optim_t 0.258] [lr 0.002698] [CE 4.455 (4.451)] [KD 4.550 (4.742)] 2024-10-12 14:03:19,254 - Train: 20.68% [258700/1251000] [206.8/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.002697] [CE 4.480 (4.449)] [KD 4.634 (4.674)] 2024-10-12 14:03:32,122 - Train: 20.68% [258750/1251000] [206.8/1000.0] [batch_t 0.224 (0.257)] [data_t 0.010] [optim_t 0.214] [lr 0.002697] [CE 4.703 (4.516)] [KD 4.838 (4.764)] 2024-10-12 14:03:44,156 - Train: 20.69% [258800/1251000] [206.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.002697] [CE 4.668 (4.467)] [KD 4.862 (4.758)] 2024-10-12 14:03:55,753 - Train: 20.69% [258850/1251000] [206.9/1000.0] [batch_t 0.230 (0.232)] [data_t 0.010] [optim_t 0.220] [lr 0.002697] [CE 4.558 (4.491)] [KD 4.444 (4.691)] 2024-10-12 14:04:07,888 - Train: 20.70% [258900/1251000] [207.0/1000.0] [batch_t 0.220 (0.242)] [data_t 0.011] [optim_t 0.209] [lr 0.002697] [CE 4.823 (4.493)] [KD 4.638 (4.772)] 2024-10-12 14:04:19,864 - Train: 20.70% [258950/1251000] [207.0/1000.0] [batch_t 0.215 (0.239)] [data_t 0.007] [optim_t 0.208] [lr 0.002697] [CE 4.502 (4.534)] [KD 4.713 (4.730)] 2024-10-12 14:04:31,504 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.189)] [top1_cnt 34762] [top5_cnt 44807] [top_all 50000] 2024-10-12 14:04:31,504 - net: 69.524 (89.614) 2024-10-12 14:04:40,855 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.170)] [top1_cnt 37803] [top5_cnt 46327] [top_all 50000] 2024-10-12 14:04:40,856 - net_E: 75.606 (92.654) 2024-10-12 14:04:41,070 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.676 (epoch: 202)] 2024-10-12 14:04:41,070 - ==> Total time: 17:26:33 Eta: 2 days, 18:49:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:04:55,371 - Train: 20.70% [259000/1251000] [207.0/1000.0] [batch_t 0.228 (0.267)] [data_t 0.008] [optim_t 0.221] [lr 0.002697] [CE 4.214 (4.460)] [KD 4.459 (4.739)] 2024-10-12 14:05:07,878 - Train: 20.71% [259050/1251000] [207.1/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002697] [CE 4.819 (4.488)] [KD 5.068 (4.666)] 2024-10-12 14:05:20,447 - Train: 20.71% [259100/1251000] [207.1/1000.0] [batch_t 0.222 (0.251)] [data_t 0.009] [optim_t 0.212] [lr 0.002697] [CE 4.392 (4.545)] [KD 4.610 (4.703)] 2024-10-12 14:05:32,837 - Train: 20.72% [259150/1251000] [207.2/1000.0] [batch_t 0.431 (0.248)] [data_t 0.006] [optim_t 0.425] [lr 0.002696] [CE 3.410 (4.504)] [KD 4.328 (4.701)] 2024-10-12 14:05:45,037 - Train: 20.72% [259200/1251000] [207.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.233] [lr 0.002696] [CE 4.717 (4.552)] [KD 4.863 (4.775)] 2024-10-12 14:05:57,144 - Train: 20.72% [259250/1251000] [207.2/1000.0] [batch_t 0.241 (0.242)] [data_t 0.011] [optim_t 0.230] [lr 0.002696] [CE 4.460 (4.372)] [KD 4.624 (4.616)] 2024-10-12 14:06:09,771 - Train: 20.73% [259300/1251000] [207.3/1000.0] [batch_t 0.226 (0.252)] [data_t 0.007] [optim_t 0.219] [lr 0.002696] [CE 4.452 (4.464)] [KD 4.443 (4.633)] 2024-10-12 14:06:22,659 - Train: 20.73% [259350/1251000] [207.3/1000.0] [batch_t 0.432 (0.258)] [data_t 0.009] [optim_t 0.424] [lr 0.002696] [CE 4.438 (4.521)] [KD 4.897 (4.730)] 2024-10-12 14:06:34,519 - Train: 20.74% [259400/1251000] [207.4/1000.0] [batch_t 0.230 (0.237)] [data_t 0.007] [optim_t 0.223] [lr 0.002696] [CE 4.618 (4.562)] [KD 4.737 (4.740)] 2024-10-12 14:06:46,761 - Train: 20.74% [259450/1251000] [207.4/1000.0] [batch_t 0.250 (0.245)] [data_t 0.009] [optim_t 0.241] [lr 0.002696] [CE 4.818 (4.535)] [KD 4.594 (4.787)] 2024-10-12 14:06:59,365 - Train: 20.74% [259500/1251000] [207.4/1000.0] [batch_t 0.241 (0.252)] [data_t 0.007] [optim_t 0.233] [lr 0.002696] [CE 4.583 (4.585)] [KD 4.784 (4.758)] 2024-10-12 14:07:11,461 - Train: 20.75% [259550/1251000] [207.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.002696] [CE 4.562 (4.545)] [KD 4.817 (4.762)] 2024-10-12 14:07:23,705 - Train: 20.75% [259600/1251000] [207.5/1000.0] [batch_t 0.232 (0.245)] [data_t 0.008] [optim_t 0.223] [lr 0.002695] [CE 4.283 (4.537)] [KD 4.641 (4.775)] 2024-10-12 14:07:36,563 - Train: 20.76% [259650/1251000] [207.6/1000.0] [batch_t 0.254 (0.257)] [data_t 0.007] [optim_t 0.247] [lr 0.002695] [CE 4.819 (4.575)] [KD 5.111 (4.815)] 2024-10-12 14:07:49,098 - Train: 20.76% [259700/1251000] [207.6/1000.0] [batch_t 0.248 (0.251)] [data_t 0.007] [optim_t 0.241] [lr 0.002695] [CE 4.466 (4.550)] [KD 4.843 (4.758)] 2024-10-12 14:08:01,125 - Train: 20.76% [259750/1251000] [207.6/1000.0] [batch_t 0.221 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.002695] [CE 4.656 (4.496)] [KD 4.654 (4.779)] 2024-10-12 14:08:13,698 - Train: 20.77% [259800/1251000] [207.7/1000.0] [batch_t 0.227 (0.251)] [data_t 0.008] [optim_t 0.219] [lr 0.002695] [CE 4.598 (4.527)] [KD 4.793 (4.787)] 2024-10-12 14:08:25,964 - Train: 20.77% [259850/1251000] [207.7/1000.0] [batch_t 0.264 (0.245)] [data_t 0.008] [optim_t 0.256] [lr 0.002695] [CE 4.760 (4.520)] [KD 4.884 (4.754)] 2024-10-12 14:08:38,787 - Train: 20.78% [259900/1251000] [207.8/1000.0] [batch_t 0.238 (0.256)] [data_t 0.010] [optim_t 0.229] [lr 0.002695] [CE 4.178 (4.497)] [KD 4.710 (4.612)] 2024-10-12 14:08:51,358 - Train: 20.78% [259950/1251000] [207.8/1000.0] [batch_t 0.243 (0.251)] [data_t 0.007] [optim_t 0.235] [lr 0.002695] [CE 4.648 (4.537)] [KD 4.877 (4.786)] 2024-10-12 14:09:03,382 - Train: 20.78% [260000/1251000] [207.8/1000.0] [batch_t 0.256 (0.240)] [data_t 0.007] [optim_t 0.249] [lr 0.002695] [CE 4.640 (4.493)] [KD 4.738 (4.732)] 2024-10-12 14:09:15,840 - Train: 20.79% [260050/1251000] [207.9/1000.0] [batch_t 0.241 (0.249)] [data_t 0.010] [optim_t 0.231] [lr 0.002694] [CE 4.546 (4.544)] [KD 5.048 (4.772)] 2024-10-12 14:09:28,871 - Train: 20.79% [260100/1251000] [207.9/1000.0] [batch_t 0.231 (0.260)] [data_t 0.009] [optim_t 0.222] [lr 0.002694] [CE 4.462 (4.526)] [KD 4.672 (4.807)] 2024-10-12 14:09:41,159 - Train: 20.80% [260150/1251000] [208.0/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.002694] [CE 4.585 (4.501)] [KD 4.949 (4.760)] 2024-10-12 14:09:53,070 - Train: 20.80% [260200/1251000] [208.0/1000.0] [batch_t 0.207 (0.238)] [data_t 0.007] [optim_t 0.201] [lr 0.002694] [CE 4.242 (4.424)] [KD 4.590 (4.743)] 2024-10-12 14:10:04,043 - Test (net): 100.00% [50/50] [batch_t 0.255 (0.172)] [top1_cnt 34944] [top5_cnt 44800] [top_all 50000] 2024-10-12 14:10:04,043 - net: 69.888 (89.600) 2024-10-12 14:10:12,920 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 37836] [top5_cnt 46294] [top_all 50000] 2024-10-12 14:10:12,921 - net_E: 75.672 (92.588) 2024-10-12 14:10:13,140 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.676 (epoch: 202)] 2024-10-12 14:10:13,141 - ==> Total time: 17:32:05 Eta: 2 days, 18:46:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:10:27,295 - Train: 20.80% [260250/1251000] [208.0/1000.0] [batch_t 0.255 (0.259)] [data_t 0.008] [optim_t 0.246] [lr 0.002694] [CE 4.183 (4.542)] [KD 4.431 (4.723)] 2024-10-12 14:10:40,002 - Train: 20.81% [260300/1251000] [208.1/1000.0] [batch_t 0.240 (0.254)] [data_t 0.007] [optim_t 0.232] [lr 0.002694] [CE 4.333 (4.512)] [KD 4.721 (4.705)] 2024-10-12 14:10:52,658 - Train: 20.81% [260350/1251000] [208.1/1000.0] [batch_t 0.257 (0.253)] [data_t 0.010] [optim_t 0.247] [lr 0.002694] [CE 4.682 (4.545)] [KD 4.843 (4.779)] 2024-10-12 14:11:04,833 - Train: 20.82% [260400/1251000] [208.2/1000.0] [batch_t 0.229 (0.243)] [data_t 0.010] [optim_t 0.220] [lr 0.002694] [CE 4.558 (4.521)] [KD 4.609 (4.702)] 2024-10-12 14:11:16,828 - Train: 20.82% [260450/1251000] [208.2/1000.0] [batch_t 0.262 (0.240)] [data_t 0.010] [optim_t 0.252] [lr 0.002694] [CE 4.605 (4.504)] [KD 4.619 (4.624)] 2024-10-12 14:11:29,562 - Train: 20.82% [260500/1251000] [208.2/1000.0] [batch_t 0.234 (0.255)] [data_t 0.006] [optim_t 0.227] [lr 0.002693] [CE 4.197 (4.460)] [KD 4.387 (4.682)] 2024-10-12 14:11:41,804 - Train: 20.83% [260550/1251000] [208.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.010] [optim_t 0.222] [lr 0.002693] [CE 4.673 (4.510)] [KD 4.832 (4.721)] 2024-10-12 14:11:53,534 - Train: 20.83% [260600/1251000] [208.3/1000.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.002693] [CE 4.405 (4.526)] [KD 4.621 (4.720)] 2024-10-12 14:12:05,805 - Train: 20.84% [260650/1251000] [208.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.002693] [CE 4.732 (4.561)] [KD 4.680 (4.679)] 2024-10-12 14:12:18,349 - Train: 20.84% [260700/1251000] [208.4/1000.0] [batch_t 0.226 (0.251)] [data_t 0.009] [optim_t 0.217] [lr 0.002693] [CE 4.552 (4.551)] [KD 4.971 (4.790)] 2024-10-12 14:12:30,862 - Train: 20.84% [260750/1251000] [208.4/1000.0] [batch_t 0.250 (0.250)] [data_t 0.010] [optim_t 0.240] [lr 0.002693] [CE 3.543 (4.509)] [KD 4.522 (4.738)] 2024-10-12 14:12:43,397 - Train: 20.85% [260800/1251000] [208.5/1000.0] [batch_t 0.242 (0.251)] [data_t 0.010] [optim_t 0.233] [lr 0.002693] [CE 4.372 (4.552)] [KD 4.850 (4.716)] 2024-10-12 14:12:56,081 - Train: 20.85% [260850/1251000] [208.5/1000.0] [batch_t 0.234 (0.253)] [data_t 0.008] [optim_t 0.226] [lr 0.002693] [CE 4.266 (4.530)] [KD 4.862 (4.830)] 2024-10-12 14:13:08,277 - Train: 20.86% [260900/1251000] [208.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.002693] [CE 4.145 (4.506)] [KD 4.514 (4.772)] 2024-10-12 14:13:20,762 - Train: 20.86% [260950/1251000] [208.6/1000.0] [batch_t 0.244 (0.250)] [data_t 0.006] [optim_t 0.237] [lr 0.002692] [CE 3.989 (4.588)] [KD 4.476 (4.838)] 2024-10-12 14:13:33,751 - Train: 20.86% [261000/1251000] [208.6/1000.0] [batch_t 0.257 (0.260)] [data_t 0.008] [optim_t 0.249] [lr 0.002692] [CE 4.457 (4.472)] [KD 4.871 (4.712)] 2024-10-12 14:13:45,967 - Train: 20.87% [261050/1251000] [208.7/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.002692] [CE 4.466 (4.558)] [KD 4.718 (4.802)] 2024-10-12 14:13:58,247 - Train: 20.87% [261100/1251000] [208.7/1000.0] [batch_t 0.254 (0.245)] [data_t 0.009] [optim_t 0.245] [lr 0.002692] [CE 4.450 (4.491)] [KD 4.735 (4.739)] 2024-10-12 14:14:10,615 - Train: 20.88% [261150/1251000] [208.8/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002692] [CE 4.510 (4.552)] [KD 4.989 (4.724)] 2024-10-12 14:14:23,205 - Train: 20.88% [261200/1251000] [208.8/1000.0] [batch_t 0.238 (0.252)] [data_t 0.008] [optim_t 0.230] [lr 0.002692] [CE 4.213 (4.511)] [KD 4.658 (4.812)] 2024-10-12 14:14:35,388 - Train: 20.88% [261250/1251000] [208.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.006] [optim_t 0.231] [lr 0.002692] [CE 5.238 (4.502)] [KD 4.930 (4.687)] 2024-10-12 14:14:48,179 - Train: 20.89% [261300/1251000] [208.9/1000.0] [batch_t 0.238 (0.256)] [data_t 0.008] [optim_t 0.230] [lr 0.002692] [CE 5.026 (4.486)] [KD 4.861 (4.825)] 2024-10-12 14:15:01,083 - Train: 20.89% [261350/1251000] [208.9/1000.0] [batch_t 0.238 (0.258)] [data_t 0.007] [optim_t 0.231] [lr 0.002691] [CE 4.834 (4.616)] [KD 4.694 (4.752)] 2024-10-12 14:15:13,469 - Train: 20.90% [261400/1251000] [209.0/1000.0] [batch_t 0.237 (0.248)] [data_t 0.010] [optim_t 0.227] [lr 0.002691] [CE 4.614 (4.539)] [KD 4.723 (4.817)] 2024-10-12 14:15:25,780 - Train: 20.90% [261450/1251000] [209.0/1000.0] [batch_t 0.219 (0.246)] [data_t 0.008] [optim_t 0.212] [lr 0.002691] [CE 3.905 (4.526)] [KD 4.368 (4.768)] 2024-10-12 14:15:37,321 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.180)] [top1_cnt 34826] [top5_cnt 44867] [top_all 50000] 2024-10-12 14:15:37,321 - net: 69.652 (89.734) 2024-10-12 14:15:46,639 - Test (net_E): 100.00% [50/50] [batch_t 0.154 (0.170)] [top1_cnt 37871] [top5_cnt 46314] [top_all 50000] 2024-10-12 14:15:46,640 - net_E: 75.742 (92.628) 2024-10-12 14:15:46,836 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.742 (epoch: 209)] 2024-10-12 14:15:46,837 - ==> Total time: 17:37:39 Eta: 2 days, 18:42:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:16:09,579 - Train: 20.90% [261500/1251000] [209.0/1000.0] [batch_t 0.240 (0.257)] [data_t 0.011] [optim_t 0.230] [lr 0.002691] [CE 4.490 (4.519)] [KD 4.632 (4.716)] 2024-10-12 14:16:21,831 - Train: 20.91% [261550/1251000] [209.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002691] [CE 4.426 (4.482)] [KD 4.596 (4.747)] 2024-10-12 14:16:34,658 - Train: 20.91% [261600/1251000] [209.1/1000.0] [batch_t 0.239 (0.256)] [data_t 0.010] [optim_t 0.229] [lr 0.002691] [CE 4.232 (4.473)] [KD 4.576 (4.680)] 2024-10-12 14:16:46,989 - Train: 20.92% [261650/1251000] [209.2/1000.0] [batch_t 0.247 (0.246)] [data_t 0.007] [optim_t 0.240] [lr 0.002691] [CE 4.543 (4.510)] [KD 4.664 (4.696)] 2024-10-12 14:16:58,842 - Train: 20.92% [261700/1251000] [209.2/1000.0] [batch_t 0.245 (0.237)] [data_t 0.008] [optim_t 0.237] [lr 0.002691] [CE 4.495 (4.464)] [KD 4.631 (4.624)] 2024-10-12 14:17:11,196 - Train: 20.92% [261750/1251000] [209.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.008] [optim_t 0.228] [lr 0.002691] [CE 4.164 (4.461)] [KD 4.395 (4.627)] 2024-10-12 14:17:23,740 - Train: 20.93% [261800/1251000] [209.3/1000.0] [batch_t 0.256 (0.251)] [data_t 0.008] [optim_t 0.248] [lr 0.002690] [CE 4.839 (4.491)] [KD 4.588 (4.625)] 2024-10-12 14:17:35,636 - Train: 20.93% [261850/1251000] [209.3/1000.0] [batch_t 0.243 (0.238)] [data_t 0.010] [optim_t 0.232] [lr 0.002690] [CE 4.184 (4.429)] [KD 4.399 (4.709)] 2024-10-12 14:17:48,574 - Train: 20.94% [261900/1251000] [209.4/1000.0] [batch_t 0.240 (0.259)] [data_t 0.008] [optim_t 0.233] [lr 0.002690] [CE 4.189 (4.524)] [KD 4.468 (4.688)] 2024-10-12 14:18:01,015 - Train: 20.94% [261950/1251000] [209.4/1000.0] [batch_t 0.233 (0.249)] [data_t 0.007] [optim_t 0.226] [lr 0.002690] [CE 4.188 (4.458)] [KD 4.520 (4.722)] 2024-10-12 14:18:13,961 - Train: 20.94% [262000/1251000] [209.4/1000.0] [batch_t 0.248 (0.259)] [data_t 0.009] [optim_t 0.239] [lr 0.002690] [CE 4.239 (4.484)] [KD 4.341 (4.718)] 2024-10-12 14:18:26,350 - Train: 20.95% [262050/1251000] [209.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.007] [optim_t 0.230] [lr 0.002690] [CE 4.342 (4.531)] [KD 4.689 (4.742)] 2024-10-12 14:18:38,645 - Train: 20.95% [262100/1251000] [209.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002690] [CE 4.793 (4.603)] [KD 4.565 (4.824)] 2024-10-12 14:18:51,091 - Train: 20.96% [262150/1251000] [209.6/1000.0] [batch_t 0.228 (0.249)] [data_t 0.007] [optim_t 0.221] [lr 0.002690] [CE 4.387 (4.477)] [KD 4.962 (4.717)] 2024-10-12 14:19:03,891 - Train: 20.96% [262200/1251000] [209.6/1000.0] [batch_t 0.221 (0.256)] [data_t 0.008] [optim_t 0.214] [lr 0.002690] [CE 4.459 (4.538)] [KD 4.704 (4.747)] 2024-10-12 14:19:16,140 - Train: 20.96% [262250/1251000] [209.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.002689] [CE 4.430 (4.479)] [KD 4.659 (4.701)] 2024-10-12 14:19:28,527 - Train: 20.97% [262300/1251000] [209.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.010] [optim_t 0.225] [lr 0.002689] [CE 4.003 (4.462)] [KD 4.369 (4.676)] 2024-10-12 14:19:40,990 - Train: 20.97% [262350/1251000] [209.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.007] [optim_t 0.227] [lr 0.002689] [CE 4.571 (4.545)] [KD 4.879 (4.767)] 2024-10-12 14:19:53,908 - Train: 20.98% [262400/1251000] [209.8/1000.0] [batch_t 0.223 (0.258)] [data_t 0.009] [optim_t 0.214] [lr 0.002689] [CE 3.919 (4.473)] [KD 4.372 (4.703)] 2024-10-12 14:20:06,015 - Train: 20.98% [262450/1251000] [209.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002689] [CE 4.653 (4.553)] [KD 4.986 (4.698)] 2024-10-12 14:20:18,208 - Train: 20.98% [262500/1251000] [209.8/1000.0] [batch_t 0.246 (0.244)] [data_t 0.008] [optim_t 0.237] [lr 0.002689] [CE 4.690 (4.576)] [KD 4.781 (4.738)] 2024-10-12 14:20:31,150 - Train: 20.99% [262550/1251000] [209.9/1000.0] [batch_t 0.242 (0.259)] [data_t 0.008] [optim_t 0.234] [lr 0.002689] [CE 4.673 (4.467)] [KD 4.847 (4.755)] 2024-10-12 14:20:44,071 - Train: 20.99% [262600/1251000] [209.9/1000.0] [batch_t 0.235 (0.258)] [data_t 0.009] [optim_t 0.226] [lr 0.002689] [CE 4.835 (4.486)] [KD 4.740 (4.731)] 2024-10-12 14:20:56,242 - Train: 21.00% [262650/1251000] [210.0/1000.0] [batch_t 0.244 (0.243)] [data_t 0.008] [optim_t 0.236] [lr 0.002689] [CE 4.559 (4.520)] [KD 4.587 (4.771)] 2024-10-12 14:21:08,351 - Train: 21.00% [262700/1251000] [210.0/1000.0] [batch_t 0.214 (0.242)] [data_t 0.006] [optim_t 0.208] [lr 0.002688] [CE 4.851 (4.516)] [KD 4.861 (4.680)] 2024-10-12 14:21:19,773 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.173)] [top1_cnt 34804] [top5_cnt 44851] [top_all 50000] 2024-10-12 14:21:19,774 - net: 69.608 (89.702) 2024-10-12 14:21:29,594 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.176)] [top1_cnt 37853] [top5_cnt 46341] [top_all 50000] 2024-10-12 14:21:29,594 - net_E: 75.706 (92.682) 2024-10-12 14:21:29,848 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.742 (epoch: 209)] 2024-10-12 14:21:29,848 - ==> Total time: 17:43:22 Eta: 2 days, 18:40:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:21:51,534 - Train: 21.00% [262750/1251000] [210.0/1000.0] [batch_t 0.240 (0.259)] [data_t 0.007] [optim_t 0.233] [lr 0.002688] [CE 4.722 (4.577)] [KD 4.970 (4.735)] 2024-10-12 14:22:04,502 - Train: 21.01% [262800/1251000] [210.1/1000.0] [batch_t 0.234 (0.259)] [data_t 0.007] [optim_t 0.228] [lr 0.002688] [CE 4.014 (4.477)] [KD 4.370 (4.697)] 2024-10-12 14:22:16,798 - Train: 21.01% [262850/1251000] [210.1/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.002688] [CE 4.234 (4.463)] [KD 4.496 (4.678)] 2024-10-12 14:22:29,183 - Train: 21.02% [262900/1251000] [210.2/1000.0] [batch_t 0.239 (0.248)] [data_t 0.011] [optim_t 0.228] [lr 0.002688] [CE 4.406 (4.556)] [KD 4.634 (4.779)] 2024-10-12 14:22:41,831 - Train: 21.02% [262950/1251000] [210.2/1000.0] [batch_t 0.255 (0.253)] [data_t 0.008] [optim_t 0.247] [lr 0.002688] [CE 4.614 (4.466)] [KD 4.654 (4.670)] 2024-10-12 14:22:54,095 - Train: 21.02% [263000/1251000] [210.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.002688] [CE 4.219 (4.492)] [KD 4.513 (4.639)] 2024-10-12 14:23:06,237 - Train: 21.03% [263050/1251000] [210.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.011] [optim_t 0.223] [lr 0.002688] [CE 4.462 (4.560)] [KD 4.846 (4.702)] 2024-10-12 14:23:18,880 - Train: 21.03% [263100/1251000] [210.3/1000.0] [batch_t 0.219 (0.253)] [data_t 0.006] [optim_t 0.213] [lr 0.002687] [CE 4.475 (4.488)] [KD 4.960 (4.684)] 2024-10-12 14:23:31,706 - Train: 21.04% [263150/1251000] [210.4/1000.0] [batch_t 0.241 (0.256)] [data_t 0.008] [optim_t 0.233] [lr 0.002687] [CE 4.732 (4.504)] [KD 5.034 (4.755)] 2024-10-12 14:23:43,627 - Train: 21.04% [263200/1251000] [210.4/1000.0] [batch_t 0.248 (0.238)] [data_t 0.007] [optim_t 0.241] [lr 0.002687] [CE 4.510 (4.537)] [KD 4.930 (4.728)] 2024-10-12 14:23:55,953 - Train: 21.04% [263250/1251000] [210.4/1000.0] [batch_t 0.219 (0.246)] [data_t 0.009] [optim_t 0.210] [lr 0.002687] [CE 4.151 (4.513)] [KD 4.598 (4.781)] 2024-10-12 14:24:08,116 - Train: 21.05% [263300/1251000] [210.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.010] [optim_t 0.225] [lr 0.002687] [CE 4.459 (4.516)] [KD 4.863 (4.704)] 2024-10-12 14:24:20,225 - Train: 21.05% [263350/1251000] [210.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.002687] [CE 4.916 (4.554)] [KD 4.917 (4.723)] 2024-10-12 14:24:32,514 - Train: 21.06% [263400/1251000] [210.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002687] [CE 4.243 (4.494)] [KD 4.585 (4.715)] 2024-10-12 14:24:44,981 - Train: 21.06% [263450/1251000] [210.6/1000.0] [batch_t 0.228 (0.249)] [data_t 0.010] [optim_t 0.218] [lr 0.002687] [CE 4.983 (4.513)] [KD 4.748 (4.779)] 2024-10-12 14:24:57,059 - Train: 21.06% [263500/1251000] [210.6/1000.0] [batch_t 0.217 (0.241)] [data_t 0.009] [optim_t 0.209] [lr 0.002687] [CE 4.553 (4.498)] [KD 4.540 (4.645)] 2024-10-12 14:25:09,677 - Train: 21.07% [263550/1251000] [210.7/1000.0] [batch_t 0.245 (0.252)] [data_t 0.007] [optim_t 0.238] [lr 0.002686] [CE 4.300 (4.585)] [KD 4.812 (4.832)] 2024-10-12 14:25:22,132 - Train: 21.07% [263600/1251000] [210.7/1000.0] [batch_t 0.223 (0.249)] [data_t 0.007] [optim_t 0.216] [lr 0.002686] [CE 4.388 (4.477)] [KD 4.859 (4.793)] 2024-10-12 14:25:34,200 - Train: 21.08% [263650/1251000] [210.8/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.002686] [CE 4.530 (4.550)] [KD 4.820 (4.701)] 2024-10-12 14:25:46,619 - Train: 21.08% [263700/1251000] [210.8/1000.0] [batch_t 0.243 (0.248)] [data_t 0.010] [optim_t 0.233] [lr 0.002686] [CE 4.438 (4.496)] [KD 4.730 (4.643)] 2024-10-12 14:25:59,346 - Train: 21.08% [263750/1251000] [210.8/1000.0] [batch_t 0.245 (0.254)] [data_t 0.011] [optim_t 0.235] [lr 0.002686] [CE 4.956 (4.496)] [KD 4.990 (4.753)] 2024-10-12 14:26:11,250 - Train: 21.09% [263800/1251000] [210.9/1000.0] [batch_t 0.253 (0.238)] [data_t 0.010] [optim_t 0.243] [lr 0.002686] [CE 4.331 (4.498)] [KD 4.740 (4.705)] 2024-10-12 14:26:23,717 - Train: 21.09% [263850/1251000] [210.9/1000.0] [batch_t 0.227 (0.249)] [data_t 0.010] [optim_t 0.218] [lr 0.002686] [CE 4.715 (4.489)] [KD 4.870 (4.767)] 2024-10-12 14:26:36,367 - Train: 21.10% [263900/1251000] [211.0/1000.0] [batch_t 0.247 (0.253)] [data_t 0.010] [optim_t 0.237] [lr 0.002686] [CE 4.204 (4.458)] [KD 4.597 (4.725)] 2024-10-12 14:26:48,257 - Train: 21.10% [263950/1251000] [211.0/1000.0] [batch_t 0.209 (0.238)] [data_t 0.007] [optim_t 0.202] [lr 0.002686] [CE 4.574 (4.540)] [KD 4.575 (4.774)] 2024-10-12 14:26:59,331 - Test (net): 100.00% [50/50] [batch_t 0.145 (0.164)] [top1_cnt 34493] [top5_cnt 44730] [top_all 50000] 2024-10-12 14:26:59,332 - net: 68.986 (89.460) 2024-10-12 14:27:08,409 - Test (net_E): 100.00% [50/50] [batch_t 0.161 (0.164)] [top1_cnt 37868] [top5_cnt 46332] [top_all 50000] 2024-10-12 14:27:08,410 - net_E: 75.736 (92.664) 2024-10-12 14:27:08,619 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.742 (epoch: 209)] 2024-10-12 14:27:08,619 - ==> Total time: 17:49:01 Eta: 2 days, 18:37:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:27:22,082 - Train: 21.10% [264000/1251000] [211.0/1000.0] [batch_t 0.235 (0.263)] [data_t 0.010] [optim_t 0.225] [lr 0.002685] [CE 5.162 (4.549)] [KD 4.971 (4.765)] 2024-10-12 14:27:35,099 - Train: 21.11% [264050/1251000] [211.1/1000.0] [batch_t 0.228 (0.260)] [data_t 0.010] [optim_t 0.218] [lr 0.002685] [CE 4.673 (4.563)] [KD 4.792 (4.748)] 2024-10-12 14:27:47,254 - Train: 21.11% [264100/1251000] [211.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.010] [optim_t 0.234] [lr 0.002685] [CE 5.117 (4.561)] [KD 4.908 (4.708)] 2024-10-12 14:27:59,489 - Train: 21.12% [264150/1251000] [211.2/1000.0] [batch_t 0.244 (0.244)] [data_t 0.011] [optim_t 0.233] [lr 0.002685] [CE 4.645 (4.519)] [KD 4.771 (4.690)] 2024-10-12 14:28:11,411 - Train: 21.12% [264200/1251000] [211.2/1000.0] [batch_t 0.222 (0.238)] [data_t 0.008] [optim_t 0.214] [lr 0.002685] [CE 4.682 (4.496)] [KD 4.982 (4.782)] 2024-10-12 14:28:23,825 - Train: 21.12% [264250/1251000] [211.2/1000.0] [batch_t 0.253 (0.248)] [data_t 0.009] [optim_t 0.243] [lr 0.002685] [CE 4.745 (4.499)] [KD 4.818 (4.729)] 2024-10-12 14:28:35,795 - Train: 21.13% [264300/1251000] [211.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002685] [CE 4.125 (4.495)] [KD 4.782 (4.640)] 2024-10-12 14:28:47,675 - Train: 21.13% [264350/1251000] [211.3/1000.0] [batch_t 0.222 (0.237)] [data_t 0.008] [optim_t 0.214] [lr 0.002685] [CE 4.825 (4.430)] [KD 4.707 (4.632)] 2024-10-12 14:28:59,883 - Train: 21.14% [264400/1251000] [211.4/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.002685] [CE 4.787 (4.461)] [KD 4.926 (4.685)] 2024-10-12 14:29:12,675 - Train: 21.14% [264450/1251000] [211.4/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.225] [lr 0.002684] [CE 4.658 (4.506)] [KD 5.017 (4.741)] 2024-10-12 14:29:24,568 - Train: 21.14% [264500/1251000] [211.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002684] [CE 4.618 (4.543)] [KD 4.844 (4.785)] 2024-10-12 14:29:36,713 - Train: 21.15% [264550/1251000] [211.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.002684] [CE 4.700 (4.570)] [KD 4.643 (4.776)] 2024-10-12 14:29:49,004 - Train: 21.15% [264600/1251000] [211.5/1000.0] [batch_t 0.251 (0.246)] [data_t 0.009] [optim_t 0.242] [lr 0.002684] [CE 4.333 (4.576)] [KD 4.746 (4.803)] 2024-10-12 14:30:01,718 - Train: 21.16% [264650/1251000] [211.6/1000.0] [batch_t 0.229 (0.254)] [data_t 0.007] [optim_t 0.222] [lr 0.002684] [CE 4.452 (4.481)] [KD 4.847 (4.735)] 2024-10-12 14:30:14,249 - Train: 21.16% [264700/1251000] [211.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.008] [optim_t 0.227] [lr 0.002684] [CE 4.636 (4.548)] [KD 4.589 (4.745)] 2024-10-12 14:30:26,586 - Train: 21.16% [264750/1251000] [211.6/1000.0] [batch_t 0.239 (0.247)] [data_t 0.007] [optim_t 0.232] [lr 0.002684] [CE 4.084 (4.510)] [KD 4.468 (4.750)] 2024-10-12 14:30:38,592 - Train: 21.17% [264800/1251000] [211.7/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.002684] [CE 4.388 (4.571)] [KD 4.866 (4.797)] 2024-10-12 14:30:51,321 - Train: 21.17% [264850/1251000] [211.7/1000.0] [batch_t 0.229 (0.254)] [data_t 0.009] [optim_t 0.220] [lr 0.002683] [CE 4.709 (4.517)] [KD 4.849 (4.726)] 2024-10-12 14:31:03,495 - Train: 21.18% [264900/1251000] [211.8/1000.0] [batch_t 0.244 (0.243)] [data_t 0.010] [optim_t 0.234] [lr 0.002683] [CE 4.900 (4.588)] [KD 5.105 (4.760)] 2024-10-12 14:31:15,718 - Train: 21.18% [264950/1251000] [211.8/1000.0] [batch_t 0.256 (0.244)] [data_t 0.008] [optim_t 0.248] [lr 0.002683] [CE 4.586 (4.495)] [KD 4.777 (4.832)] 2024-10-12 14:31:28,286 - Train: 21.18% [265000/1251000] [211.8/1000.0] [batch_t 0.227 (0.251)] [data_t 0.007] [optim_t 0.220] [lr 0.002683] [CE 4.659 (4.525)] [KD 4.726 (4.772)] 2024-10-12 14:31:41,330 - Train: 21.19% [265050/1251000] [211.9/1000.0] [batch_t 0.220 (0.261)] [data_t 0.008] [optim_t 0.212] [lr 0.002683] [CE 4.346 (4.542)] [KD 4.449 (4.755)] 2024-10-12 14:31:53,255 - Train: 21.19% [265100/1251000] [211.9/1000.0] [batch_t 0.227 (0.238)] [data_t 0.010] [optim_t 0.217] [lr 0.002683] [CE 4.348 (4.560)] [KD 4.546 (4.769)] 2024-10-12 14:32:05,752 - Train: 21.20% [265150/1251000] [212.0/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.002683] [CE 4.166 (4.447)] [KD 4.516 (4.717)] 2024-10-12 14:32:18,103 - Train: 21.20% [265200/1251000] [212.0/1000.0] [batch_t 0.213 (0.247)] [data_t 0.008] [optim_t 0.205] [lr 0.002683] [CE 4.883 (4.534)] [KD 5.285 (4.778)] 2024-10-12 14:32:29,651 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.167)] [top1_cnt 35091] [top5_cnt 45055] [top_all 50000] 2024-10-12 14:32:29,651 - net: 70.182 (90.110) 2024-10-12 14:32:38,876 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 37876] [top5_cnt 46357] [top_all 50000] 2024-10-12 14:32:38,877 - net_E: 75.752 (92.714) 2024-10-12 14:32:39,124 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.752 (epoch: 212)] 2024-10-12 14:32:39,142 - ==> Total time: 17:54:31 Eta: 2 days, 18:34:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:33:01,250 - Train: 21.20% [265250/1251000] [212.0/1000.0] [batch_t 0.222 (0.262)] [data_t 0.007] [optim_t 0.215] [lr 0.002683] [CE 4.560 (4.471)] [KD 4.665 (4.631)] 2024-10-12 14:33:13,442 - Train: 21.21% [265300/1251000] [212.1/1000.0] [batch_t 0.250 (0.244)] [data_t 0.006] [optim_t 0.244] [lr 0.002682] [CE 4.310 (4.472)] [KD 4.907 (4.715)] 2024-10-12 14:33:26,467 - Train: 21.21% [265350/1251000] [212.1/1000.0] [batch_t 0.250 (0.260)] [data_t 0.007] [optim_t 0.243] [lr 0.002682] [CE 4.295 (4.466)] [KD 4.624 (4.692)] 2024-10-12 14:33:38,285 - Train: 21.22% [265400/1251000] [212.2/1000.0] [batch_t 0.253 (0.236)] [data_t 0.007] [optim_t 0.246] [lr 0.002682] [CE 3.982 (4.462)] [KD 4.599 (4.667)] 2024-10-12 14:33:50,101 - Train: 21.22% [265450/1251000] [212.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.002682] [CE 4.710 (4.591)] [KD 4.977 (4.823)] 2024-10-12 14:34:02,227 - Train: 21.22% [265500/1251000] [212.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.227] [lr 0.002682] [CE 4.383 (4.474)] [KD 4.931 (4.797)] 2024-10-12 14:34:14,720 - Train: 21.23% [265550/1251000] [212.3/1000.0] [batch_t 0.245 (0.250)] [data_t 0.007] [optim_t 0.239] [lr 0.002682] [CE 3.679 (4.536)] [KD 4.579 (4.768)] 2024-10-12 14:34:27,395 - Train: 21.23% [265600/1251000] [212.3/1000.0] [batch_t 0.253 (0.253)] [data_t 0.009] [optim_t 0.244] [lr 0.002682] [CE 4.621 (4.458)] [KD 4.600 (4.698)] 2024-10-12 14:34:40,177 - Train: 21.24% [265650/1251000] [212.4/1000.0] [batch_t 0.703 (0.255)] [data_t 0.009] [optim_t 0.694] [lr 0.002682] [CE 4.328 (4.542)] [KD 4.711 (4.726)] 2024-10-12 14:34:52,357 - Train: 21.24% [265700/1251000] [212.4/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.002682] [CE 4.900 (4.546)] [KD 4.927 (4.749)] 2024-10-12 14:35:04,634 - Train: 21.24% [265750/1251000] [212.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.002681] [CE 4.761 (4.548)] [KD 5.081 (4.737)] 2024-10-12 14:35:16,607 - Train: 21.25% [265800/1251000] [212.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.008] [optim_t 0.228] [lr 0.002681] [CE 4.510 (4.466)] [KD 5.057 (4.775)] 2024-10-12 14:35:28,626 - Train: 21.25% [265850/1251000] [212.5/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.002681] [CE 4.685 (4.596)] [KD 4.744 (4.781)] 2024-10-12 14:35:40,939 - Train: 21.25% [265900/1251000] [212.5/1000.0] [batch_t 0.256 (0.246)] [data_t 0.007] [optim_t 0.249] [lr 0.002681] [CE 4.875 (4.518)] [KD 5.212 (4.817)] 2024-10-12 14:35:53,151 - Train: 21.26% [265950/1251000] [212.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.002681] [CE 4.513 (4.586)] [KD 5.028 (4.814)] 2024-10-12 14:36:05,494 - Train: 21.26% [266000/1251000] [212.6/1000.0] [batch_t 0.232 (0.247)] [data_t 0.010] [optim_t 0.222] [lr 0.002681] [CE 4.154 (4.496)] [KD 4.669 (4.780)] 2024-10-12 14:36:17,584 - Train: 21.27% [266050/1251000] [212.7/1000.0] [batch_t 0.248 (0.242)] [data_t 0.007] [optim_t 0.241] [lr 0.002681] [CE 4.275 (4.503)] [KD 5.029 (4.725)] 2024-10-12 14:36:29,588 - Train: 21.27% [266100/1251000] [212.7/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.002681] [CE 4.525 (4.518)] [KD 4.885 (4.763)] 2024-10-12 14:36:41,836 - Train: 21.27% [266150/1251000] [212.7/1000.0] [batch_t 0.250 (0.245)] [data_t 0.010] [optim_t 0.240] [lr 0.002680] [CE 4.608 (4.578)] [KD 4.772 (4.766)] 2024-10-12 14:36:53,858 - Train: 21.28% [266200/1251000] [212.8/1000.0] [batch_t 0.242 (0.240)] [data_t 0.008] [optim_t 0.234] [lr 0.002680] [CE 4.768 (4.547)] [KD 4.867 (4.696)] 2024-10-12 14:37:06,103 - Train: 21.28% [266250/1251000] [212.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002680] [CE 4.322 (4.516)] [KD 4.918 (4.747)] 2024-10-12 14:37:18,368 - Train: 21.29% [266300/1251000] [212.9/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.002680] [CE 4.913 (4.528)] [KD 4.934 (4.723)] 2024-10-12 14:37:30,708 - Train: 21.29% [266350/1251000] [212.9/1000.0] [batch_t 0.246 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.002680] [CE 4.667 (4.410)] [KD 4.808 (4.696)] 2024-10-12 14:37:42,497 - Train: 21.29% [266400/1251000] [212.9/1000.0] [batch_t 0.249 (0.236)] [data_t 0.009] [optim_t 0.240] [lr 0.002680] [CE 4.539 (4.540)] [KD 4.731 (4.689)] 2024-10-12 14:37:54,202 - Train: 21.30% [266450/1251000] [213.0/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.002680] [CE 4.948 (4.525)] [KD 5.147 (4.751)] 2024-10-12 14:38:05,953 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.165)] [top1_cnt 34942] [top5_cnt 44900] [top_all 50000] 2024-10-12 14:38:05,954 - net: 69.884 (89.800) 2024-10-12 14:38:15,297 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.171)] [top1_cnt 37844] [top5_cnt 46375] [top_all 50000] 2024-10-12 14:38:15,298 - net_E: 75.688 (92.750) 2024-10-12 14:38:15,514 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.752 (epoch: 212)] 2024-10-12 14:38:15,514 - ==> Total time: 18:00:08 Eta: 2 days, 18:30:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:38:28,525 - Train: 21.30% [266500/1251000] [213.0/1000.0] [batch_t 0.232 (0.263)] [data_t 0.007] [optim_t 0.224] [lr 0.002680] [CE 4.635 (4.519)] [KD 4.829 (4.653)] 2024-10-12 14:38:41,095 - Train: 21.31% [266550/1251000] [213.1/1000.0] [batch_t 0.229 (0.251)] [data_t 0.010] [optim_t 0.220] [lr 0.002680] [CE 3.827 (4.480)] [KD 4.393 (4.735)] 2024-10-12 14:38:53,415 - Train: 21.31% [266600/1251000] [213.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.010] [optim_t 0.228] [lr 0.002679] [CE 4.675 (4.550)] [KD 4.740 (4.761)] 2024-10-12 14:39:05,590 - Train: 21.31% [266650/1251000] [213.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.008] [optim_t 0.227] [lr 0.002679] [CE 4.883 (4.442)] [KD 4.877 (4.692)] 2024-10-12 14:39:18,051 - Train: 21.32% [266700/1251000] [213.2/1000.0] [batch_t 0.250 (0.249)] [data_t 0.010] [optim_t 0.240] [lr 0.002679] [CE 4.429 (4.482)] [KD 4.856 (4.768)] 2024-10-12 14:39:30,310 - Train: 21.32% [266750/1251000] [213.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.006] [optim_t 0.228] [lr 0.002679] [CE 4.472 (4.508)] [KD 4.616 (4.682)] 2024-10-12 14:39:43,275 - Train: 21.33% [266800/1251000] [213.3/1000.0] [batch_t 0.234 (0.259)] [data_t 0.010] [optim_t 0.223] [lr 0.002679] [CE 4.673 (4.529)] [KD 4.540 (4.765)] 2024-10-12 14:39:55,660 - Train: 21.33% [266850/1251000] [213.3/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.237] [lr 0.002679] [CE 4.590 (4.525)] [KD 4.702 (4.695)] 2024-10-12 14:40:08,108 - Train: 21.33% [266900/1251000] [213.3/1000.0] [batch_t 0.244 (0.249)] [data_t 0.010] [optim_t 0.234] [lr 0.002679] [CE 4.275 (4.419)] [KD 4.605 (4.658)] 2024-10-12 14:40:20,586 - Train: 21.34% [266950/1251000] [213.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.008] [optim_t 0.232] [lr 0.002679] [CE 4.283 (4.538)] [KD 4.849 (4.738)] 2024-10-12 14:40:33,683 - Train: 21.34% [267000/1251000] [213.4/1000.0] [batch_t 0.240 (0.262)] [data_t 0.007] [optim_t 0.233] [lr 0.002679] [CE 4.825 (4.480)] [KD 4.920 (4.661)] 2024-10-12 14:40:45,727 - Train: 21.35% [267050/1251000] [213.5/1000.0] [batch_t 0.247 (0.241)] [data_t 0.007] [optim_t 0.241] [lr 0.002678] [CE 4.416 (4.448)] [KD 4.539 (4.674)] 2024-10-12 14:40:58,077 - Train: 21.35% [267100/1251000] [213.5/1000.0] [batch_t 0.260 (0.247)] [data_t 0.007] [optim_t 0.253] [lr 0.002678] [CE 4.876 (4.614)] [KD 4.901 (4.845)] 2024-10-12 14:41:10,777 - Train: 21.35% [267150/1251000] [213.5/1000.0] [batch_t 0.250 (0.254)] [data_t 0.008] [optim_t 0.242] [lr 0.002678] [CE 4.606 (4.563)] [KD 4.692 (4.687)] 2024-10-12 14:41:23,634 - Train: 21.36% [267200/1251000] [213.6/1000.0] [batch_t 0.231 (0.257)] [data_t 0.007] [optim_t 0.224] [lr 0.002678] [CE 4.406 (4.467)] [KD 4.850 (4.656)] 2024-10-12 14:41:35,763 - Train: 21.36% [267250/1251000] [213.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.002678] [CE 4.524 (4.516)] [KD 4.697 (4.674)] 2024-10-12 14:41:48,564 - Train: 21.37% [267300/1251000] [213.7/1000.0] [batch_t 0.238 (0.256)] [data_t 0.008] [optim_t 0.230] [lr 0.002678] [CE 3.841 (4.568)] [KD 4.838 (4.757)] 2024-10-12 14:42:01,094 - Train: 21.37% [267350/1251000] [213.7/1000.0] [batch_t 0.240 (0.250)] [data_t 0.007] [optim_t 0.232] [lr 0.002678] [CE 4.974 (4.565)] [KD 4.899 (4.822)] 2024-10-12 14:42:14,081 - Train: 21.37% [267400/1251000] [213.7/1000.0] [batch_t 0.226 (0.260)] [data_t 0.007] [optim_t 0.219] [lr 0.002678] [CE 4.795 (4.538)] [KD 5.021 (4.820)] 2024-10-12 14:42:26,363 - Train: 21.38% [267450/1251000] [213.8/1000.0] [batch_t 0.245 (0.245)] [data_t 0.007] [optim_t 0.237] [lr 0.002677] [CE 5.033 (4.479)] [KD 5.035 (4.644)] 2024-10-12 14:42:38,377 - Train: 21.38% [267500/1251000] [213.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.002677] [CE 4.366 (4.513)] [KD 4.829 (4.650)] 2024-10-12 14:42:51,062 - Train: 21.39% [267550/1251000] [213.9/1000.0] [batch_t 0.238 (0.253)] [data_t 0.008] [optim_t 0.230] [lr 0.002677] [CE 4.908 (4.505)] [KD 4.902 (4.694)] 2024-10-12 14:43:04,388 - Train: 21.39% [267600/1251000] [213.9/1000.0] [batch_t 0.225 (0.266)] [data_t 0.008] [optim_t 0.217] [lr 0.002677] [CE 4.655 (4.557)] [KD 4.600 (4.821)] 2024-10-12 14:43:16,313 - Train: 21.39% [267650/1251000] [213.9/1000.0] [batch_t 0.246 (0.238)] [data_t 0.008] [optim_t 0.239] [lr 0.002677] [CE 4.656 (4.488)] [KD 5.046 (4.713)] 2024-10-12 14:43:28,328 - Train: 21.40% [267700/1251000] [214.0/1000.0] [batch_t 0.224 (0.240)] [data_t 0.007] [optim_t 0.216] [lr 0.002677] [CE 4.556 (4.550)] [KD 4.695 (4.775)] 2024-10-12 14:43:41,899 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.191)] [top1_cnt 34986] [top5_cnt 44887] [top_all 50000] 2024-10-12 14:43:41,900 - net: 69.972 (89.774) 2024-10-12 14:43:51,317 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 37799] [top5_cnt 46355] [top_all 50000] 2024-10-12 14:43:51,318 - net_E: 75.598 (92.710) 2024-10-12 14:43:51,531 - Max [top1: 70.496 (epoch: 201)] [top1-ema: 75.752 (epoch: 212)] 2024-10-12 14:43:51,531 - ==> Total time: 18:05:44 Eta: 2 days, 18:27:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:44:03,894 - Train: 21.40% [267750/1251000] [214.0/1000.0] [batch_t 0.238 (0.250)] [data_t 0.006] [optim_t 0.232] [lr 0.002677] [CE 4.297 (4.508)] [KD 4.676 (4.720)] 2024-10-12 14:44:16,892 - Train: 21.41% [267800/1251000] [214.1/1000.0] [batch_t 0.224 (0.260)] [data_t 0.010] [optim_t 0.215] [lr 0.002677] [CE 4.526 (4.539)] [KD 4.529 (4.686)] 2024-10-12 14:44:28,612 - Train: 21.41% [267850/1251000] [214.1/1000.0] [batch_t 0.255 (0.234)] [data_t 0.010] [optim_t 0.245] [lr 0.002677] [CE 4.327 (4.510)] [KD 4.648 (4.685)] 2024-10-12 14:44:40,528 - Train: 21.41% [267900/1251000] [214.1/1000.0] [batch_t 0.225 (0.238)] [data_t 0.009] [optim_t 0.216] [lr 0.002676] [CE 4.560 (4.533)] [KD 4.852 (4.681)] 2024-10-12 14:44:52,645 - Train: 21.42% [267950/1251000] [214.2/1000.0] [batch_t 0.231 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.002676] [CE 4.927 (4.550)] [KD 5.005 (4.806)] 2024-10-12 14:45:04,901 - Train: 21.42% [268000/1251000] [214.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002676] [CE 4.210 (4.444)] [KD 4.792 (4.663)] 2024-10-12 14:45:17,034 - Train: 21.43% [268050/1251000] [214.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.002676] [CE 4.332 (4.512)] [KD 4.719 (4.675)] 2024-10-12 14:45:29,647 - Train: 21.43% [268100/1251000] [214.3/1000.0] [batch_t 0.441 (0.252)] [data_t 0.007] [optim_t 0.434] [lr 0.002676] [CE 4.805 (4.528)] [KD 4.884 (4.729)] 2024-10-12 14:45:41,665 - Train: 21.43% [268150/1251000] [214.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.002676] [CE 4.296 (4.502)] [KD 4.535 (4.687)] 2024-10-12 14:45:53,833 - Train: 21.44% [268200/1251000] [214.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.002676] [CE 4.760 (4.433)] [KD 4.850 (4.707)] 2024-10-12 14:46:05,912 - Train: 21.44% [268250/1251000] [214.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.002676] [CE 4.760 (4.485)] [KD 4.393 (4.640)] 2024-10-12 14:46:17,723 - Train: 21.45% [268300/1251000] [214.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002675] [CE 4.806 (4.501)] [KD 4.745 (4.617)] 2024-10-12 14:46:29,823 - Train: 21.45% [268350/1251000] [214.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.002675] [CE 4.003 (4.471)] [KD 4.171 (4.689)] 2024-10-12 14:46:42,120 - Train: 21.45% [268400/1251000] [214.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.006] [optim_t 0.228] [lr 0.002675] [CE 4.243 (4.585)] [KD 4.835 (4.724)] 2024-10-12 14:46:54,422 - Train: 21.46% [268450/1251000] [214.6/1000.0] [batch_t 0.242 (0.246)] [data_t 0.007] [optim_t 0.235] [lr 0.002675] [CE 4.435 (4.514)] [KD 4.526 (4.694)] 2024-10-12 14:47:06,408 - Train: 21.46% [268500/1251000] [214.6/1000.0] [batch_t 0.247 (0.240)] [data_t 0.010] [optim_t 0.237] [lr 0.002675] [CE 4.673 (4.565)] [KD 4.658 (4.768)] 2024-10-12 14:47:18,986 - Train: 21.47% [268550/1251000] [214.7/1000.0] [batch_t 0.236 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.002675] [CE 5.011 (4.507)] [KD 4.972 (4.784)] 2024-10-12 14:47:30,908 - Train: 21.47% [268600/1251000] [214.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.008] [optim_t 0.227] [lr 0.002675] [CE 4.406 (4.500)] [KD 4.583 (4.776)] 2024-10-12 14:47:42,925 - Train: 21.47% [268650/1251000] [214.7/1000.0] [batch_t 0.463 (0.240)] [data_t 0.011] [optim_t 0.452] [lr 0.002675] [CE 4.475 (4.527)] [KD 4.664 (4.704)] 2024-10-12 14:47:55,660 - Train: 21.48% [268700/1251000] [214.8/1000.0] [batch_t 0.241 (0.254)] [data_t 0.010] [optim_t 0.232] [lr 0.002675] [CE 4.795 (4.524)] [KD 4.619 (4.713)] 2024-10-12 14:48:08,764 - Train: 21.48% [268750/1251000] [214.8/1000.0] [batch_t 0.218 (0.262)] [data_t 0.007] [optim_t 0.211] [lr 0.002674] [CE 4.302 (4.508)] [KD 4.421 (4.724)] 2024-10-12 14:48:20,888 - Train: 21.49% [268800/1251000] [214.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.008] [optim_t 0.232] [lr 0.002674] [CE 3.998 (4.468)] [KD 4.378 (4.677)] 2024-10-12 14:48:33,695 - Train: 21.49% [268850/1251000] [214.9/1000.0] [batch_t 0.243 (0.256)] [data_t 0.010] [optim_t 0.234] [lr 0.002674] [CE 4.682 (4.579)] [KD 4.903 (4.745)] 2024-10-12 14:48:45,801 - Train: 21.49% [268900/1251000] [214.9/1000.0] [batch_t 0.253 (0.242)] [data_t 0.007] [optim_t 0.246] [lr 0.002674] [CE 4.296 (4.550)] [KD 4.785 (4.783)] 2024-10-12 14:48:58,148 - Train: 21.50% [268950/1251000] [215.0/1000.0] [batch_t 0.259 (0.247)] [data_t 0.020] [optim_t 0.240] [lr 0.002674] [CE 4.445 (4.482)] [KD 4.689 (4.720)] 2024-10-12 14:49:10,571 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 35270] [top5_cnt 45041] [top_all 50000] 2024-10-12 14:49:10,572 - net: 70.540 (90.082) 2024-10-12 14:49:19,767 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.167)] [top1_cnt 37853] [top5_cnt 46339] [top_all 50000] 2024-10-12 14:49:19,768 - net_E: 75.706 (92.678) 2024-10-12 14:49:19,979 - Max [top1: 70.540 (epoch: 215)] [top1-ema: 75.752 (epoch: 212)] 2024-10-12 14:49:19,980 - ==> Total time: 18:11:12 Eta: 2 days, 18:24:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:49:42,170 - Train: 21.50% [269000/1251000] [215.0/1000.0] [batch_t 0.255 (0.272)] [data_t 0.007] [optim_t 0.248] [lr 0.002674] [CE 5.347 (4.507)] [KD 4.846 (4.616)] 2024-10-12 14:49:54,906 - Train: 21.51% [269050/1251000] [215.1/1000.0] [batch_t 0.250 (0.254)] [data_t 0.009] [optim_t 0.241] [lr 0.002674] [CE 4.627 (4.515)] [KD 4.826 (4.656)] 2024-10-12 14:50:07,477 - Train: 21.51% [269100/1251000] [215.1/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.227] [lr 0.002674] [CE 4.896 (4.525)] [KD 5.006 (4.704)] 2024-10-12 14:50:19,604 - Train: 21.51% [269150/1251000] [215.1/1000.0] [batch_t 0.479 (0.242)] [data_t 0.007] [optim_t 0.472] [lr 0.002674] [CE 4.355 (4.605)] [KD 4.488 (4.732)] 2024-10-12 14:50:31,703 - Train: 21.52% [269200/1251000] [215.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.002673] [CE 4.423 (4.517)] [KD 4.799 (4.733)] 2024-10-12 14:50:44,095 - Train: 21.52% [269250/1251000] [215.2/1000.0] [batch_t 0.240 (0.248)] [data_t 0.011] [optim_t 0.229] [lr 0.002673] [CE 4.445 (4.510)] [KD 4.949 (4.751)] 2024-10-12 14:50:56,006 - Train: 21.53% [269300/1251000] [215.3/1000.0] [batch_t 0.218 (0.238)] [data_t 0.010] [optim_t 0.208] [lr 0.002673] [CE 4.442 (4.500)] [KD 4.806 (4.724)] 2024-10-12 14:51:08,174 - Train: 21.53% [269350/1251000] [215.3/1000.0] [batch_t 0.450 (0.243)] [data_t 0.008] [optim_t 0.441] [lr 0.002673] [CE 4.949 (4.513)] [KD 5.039 (4.740)] 2024-10-12 14:51:20,768 - Train: 21.53% [269400/1251000] [215.3/1000.0] [batch_t 0.229 (0.252)] [data_t 0.008] [optim_t 0.221] [lr 0.002673] [CE 4.269 (4.637)] [KD 4.602 (4.762)] 2024-10-12 14:51:33,106 - Train: 21.54% [269450/1251000] [215.4/1000.0] [batch_t 0.225 (0.247)] [data_t 0.007] [optim_t 0.218] [lr 0.002673] [CE 4.541 (4.502)] [KD 4.961 (4.697)] 2024-10-12 14:51:44,978 - Train: 21.54% [269500/1251000] [215.4/1000.0] [batch_t 0.230 (0.237)] [data_t 0.008] [optim_t 0.222] [lr 0.002673] [CE 4.474 (4.513)] [KD 4.660 (4.772)] 2024-10-12 14:51:57,206 - Train: 21.55% [269550/1251000] [215.5/1000.0] [batch_t 0.236 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.002673] [CE 4.756 (4.470)] [KD 4.785 (4.687)] 2024-10-12 14:52:09,368 - Train: 21.55% [269600/1251000] [215.5/1000.0] [batch_t 0.258 (0.243)] [data_t 0.010] [optim_t 0.248] [lr 0.002672] [CE 4.834 (4.498)] [KD 4.766 (4.751)] 2024-10-12 14:52:21,972 - Train: 21.55% [269650/1251000] [215.5/1000.0] [batch_t 0.251 (0.252)] [data_t 0.008] [optim_t 0.243] [lr 0.002672] [CE 4.261 (4.549)] [KD 4.569 (4.726)] 2024-10-12 14:52:34,190 - Train: 21.56% [269700/1251000] [215.6/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.002672] [CE 4.893 (4.563)] [KD 4.612 (4.710)] 2024-10-12 14:52:45,957 - Train: 21.56% [269750/1251000] [215.6/1000.0] [batch_t 0.226 (0.235)] [data_t 0.008] [optim_t 0.218] [lr 0.002672] [CE 4.421 (4.568)] [KD 4.588 (4.767)] 2024-10-12 14:52:58,241 - Train: 21.57% [269800/1251000] [215.7/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002672] [CE 4.427 (4.513)] [KD 4.727 (4.720)] 2024-10-12 14:53:10,927 - Train: 21.57% [269850/1251000] [215.7/1000.0] [batch_t 0.243 (0.253)] [data_t 0.007] [optim_t 0.236] [lr 0.002672] [CE 4.466 (4.509)] [KD 4.860 (4.768)] 2024-10-12 14:53:22,972 - Train: 21.57% [269900/1251000] [215.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.007] [optim_t 0.224] [lr 0.002672] [CE 4.371 (4.589)] [KD 4.729 (4.845)] 2024-10-12 14:53:35,444 - Train: 21.58% [269950/1251000] [215.8/1000.0] [batch_t 0.225 (0.249)] [data_t 0.007] [optim_t 0.218] [lr 0.002672] [CE 4.659 (4.514)] [KD 5.129 (4.726)] 2024-10-12 14:53:47,919 - Train: 21.58% [270000/1251000] [215.8/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.002672] [CE 4.351 (4.515)] [KD 4.968 (4.756)] 2024-10-12 14:54:00,016 - Train: 21.59% [270050/1251000] [215.9/1000.0] [batch_t 0.227 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.002671] [CE 4.426 (4.469)] [KD 4.725 (4.723)] 2024-10-12 14:54:12,192 - Train: 21.59% [270100/1251000] [215.9/1000.0] [batch_t 0.249 (0.243)] [data_t 0.009] [optim_t 0.240] [lr 0.002671] [CE 4.276 (4.549)] [KD 4.780 (4.757)] 2024-10-12 14:54:24,395 - Train: 21.59% [270150/1251000] [215.9/1000.0] [batch_t 0.244 (0.244)] [data_t 0.010] [optim_t 0.234] [lr 0.002671] [CE 4.726 (4.531)] [KD 4.487 (4.739)] 2024-10-12 14:54:36,572 - Train: 21.60% [270200/1251000] [216.0/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002671] [CE 4.362 (4.547)] [KD 4.570 (4.745)] 2024-10-12 14:54:49,333 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.168)] [top1_cnt 34932] [top5_cnt 44797] [top_all 50000] 2024-10-12 14:54:49,334 - net: 69.864 (89.594) 2024-10-12 14:54:58,442 - Test (net_E): 100.00% [50/50] [batch_t 0.217 (0.166)] [top1_cnt 37829] [top5_cnt 46340] [top_all 50000] 2024-10-12 14:54:58,443 - net_E: 75.658 (92.680) 2024-10-12 14:54:58,688 - Max [top1: 70.540 (epoch: 215)] [top1-ema: 75.752 (epoch: 212)] 2024-10-12 14:54:58,688 - ==> Total time: 18:16:51 Eta: 2 days, 18:21:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 14:55:11,932 - Train: 21.60% [270250/1251000] [216.0/1000.0] [batch_t 0.234 (0.284)] [data_t 0.008] [optim_t 0.226] [lr 0.002671] [CE 4.288 (4.526)] [KD 4.687 (4.673)] 2024-10-12 14:55:24,229 - Train: 21.61% [270300/1251000] [216.1/1000.0] [batch_t 0.242 (0.246)] [data_t 0.010] [optim_t 0.232] [lr 0.002671] [CE 4.539 (4.536)] [KD 4.604 (4.689)] 2024-10-12 14:55:36,775 - Train: 21.61% [270350/1251000] [216.1/1000.0] [batch_t 0.243 (0.251)] [data_t 0.008] [optim_t 0.235] [lr 0.002671] [CE 4.423 (4.520)] [KD 4.534 (4.701)] 2024-10-12 14:55:49,303 - Train: 21.61% [270400/1251000] [216.1/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.002671] [CE 4.542 (4.421)] [KD 4.590 (4.634)] 2024-10-12 14:56:01,638 - Train: 21.62% [270450/1251000] [216.2/1000.0] [batch_t 0.249 (0.246)] [data_t 0.008] [optim_t 0.241] [lr 0.002670] [CE 4.634 (4.525)] [KD 4.786 (4.722)] 2024-10-12 14:56:13,875 - Train: 21.62% [270500/1251000] [216.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.007] [optim_t 0.230] [lr 0.002670] [CE 4.298 (4.476)] [KD 4.649 (4.673)] 2024-10-12 14:56:26,373 - Train: 21.63% [270550/1251000] [216.3/1000.0] [batch_t 0.244 (0.250)] [data_t 0.007] [optim_t 0.238] [lr 0.002670] [CE 4.802 (4.619)] [KD 5.042 (4.808)] 2024-10-12 14:56:38,806 - Train: 21.63% [270600/1251000] [216.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.010] [optim_t 0.229] [lr 0.002670] [CE 4.509 (4.527)] [KD 4.888 (4.717)] 2024-10-12 14:56:51,043 - Train: 21.63% [270650/1251000] [216.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.228] [lr 0.002670] [CE 5.106 (4.555)] [KD 4.844 (4.699)] 2024-10-12 14:57:03,204 - Train: 21.64% [270700/1251000] [216.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.010] [optim_t 0.219] [lr 0.002670] [CE 4.588 (4.499)] [KD 4.721 (4.625)] 2024-10-12 14:57:15,400 - Train: 21.64% [270750/1251000] [216.4/1000.0] [batch_t 0.230 (0.244)] [data_t 0.011] [optim_t 0.219] [lr 0.002670] [CE 4.361 (4.474)] [KD 5.062 (4.642)] 2024-10-12 14:57:27,948 - Train: 21.65% [270800/1251000] [216.5/1000.0] [batch_t 0.230 (0.251)] [data_t 0.009] [optim_t 0.221] [lr 0.002670] [CE 4.269 (4.489)] [KD 4.894 (4.737)] 2024-10-12 14:57:40,285 - Train: 21.65% [270850/1251000] [216.5/1000.0] [batch_t 0.246 (0.247)] [data_t 0.008] [optim_t 0.238] [lr 0.002670] [CE 4.774 (4.498)] [KD 4.640 (4.745)] 2024-10-12 14:57:52,519 - Train: 21.65% [270900/1251000] [216.5/1000.0] [batch_t 0.240 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.002669] [CE 5.035 (4.516)] [KD 4.776 (4.676)] 2024-10-12 14:58:04,512 - Train: 21.66% [270950/1251000] [216.6/1000.0] [batch_t 0.231 (0.240)] [data_t 0.008] [optim_t 0.223] [lr 0.002669] [CE 4.633 (4.462)] [KD 4.888 (4.720)] 2024-10-12 14:58:17,153 - Train: 21.66% [271000/1251000] [216.6/1000.0] [batch_t 0.249 (0.253)] [data_t 0.012] [optim_t 0.237] [lr 0.002669] [CE 4.022 (4.538)] [KD 4.435 (4.722)] 2024-10-12 14:58:29,456 - Train: 21.67% [271050/1251000] [216.7/1000.0] [batch_t 0.244 (0.246)] [data_t 0.008] [optim_t 0.236] [lr 0.002669] [CE 4.210 (4.457)] [KD 4.559 (4.646)] 2024-10-12 14:58:41,720 - Train: 21.67% [271100/1251000] [216.7/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.002669] [CE 4.537 (4.506)] [KD 4.622 (4.718)] 2024-10-12 14:58:53,797 - Train: 21.67% [271150/1251000] [216.7/1000.0] [batch_t 0.225 (0.241)] [data_t 0.010] [optim_t 0.215] [lr 0.002669] [CE 4.543 (4.536)] [KD 4.667 (4.674)] 2024-10-12 14:59:05,826 - Train: 21.68% [271200/1251000] [216.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002669] [CE 4.545 (4.553)] [KD 4.540 (4.678)] 2024-10-12 14:59:18,066 - Train: 21.68% [271250/1251000] [216.8/1000.0] [batch_t 0.248 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.002669] [CE 4.750 (4.523)] [KD 4.679 (4.708)] 2024-10-12 14:59:30,616 - Train: 21.69% [271300/1251000] [216.9/1000.0] [batch_t 0.482 (0.251)] [data_t 0.011] [optim_t 0.472] [lr 0.002668] [CE 4.284 (4.570)] [KD 4.510 (4.768)] 2024-10-12 14:59:42,847 - Train: 21.69% [271350/1251000] [216.9/1000.0] [batch_t 0.224 (0.244)] [data_t 0.010] [optim_t 0.214] [lr 0.002668] [CE 4.471 (4.561)] [KD 4.671 (4.688)] 2024-10-12 14:59:55,534 - Train: 21.69% [271400/1251000] [216.9/1000.0] [batch_t 0.232 (0.254)] [data_t 0.008] [optim_t 0.224] [lr 0.002668] [CE 4.407 (4.548)] [KD 4.473 (4.654)] 2024-10-12 15:00:07,951 - Train: 21.70% [271450/1251000] [217.0/1000.0] [batch_t 0.224 (0.248)] [data_t 0.009] [optim_t 0.215] [lr 0.002668] [CE 4.252 (4.532)] [KD 4.696 (4.679)] 2024-10-12 15:00:21,965 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.193)] [top1_cnt 34981] [top5_cnt 44912] [top_all 50000] 2024-10-12 15:00:21,965 - net: 69.962 (89.824) 2024-10-12 15:00:31,590 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.176)] [top1_cnt 37834] [top5_cnt 46326] [top_all 50000] 2024-10-12 15:00:31,591 - net_E: 75.668 (92.652) 2024-10-12 15:00:31,789 - Max [top1: 70.540 (epoch: 215)] [top1-ema: 75.752 (epoch: 212)] 2024-10-12 15:00:31,790 - ==> Total time: 18:22:24 Eta: 2 days, 18:17:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:00:43,575 - Train: 21.70% [271500/1251000] [217.0/1000.0] [batch_t 0.249 (0.256)] [data_t 0.010] [optim_t 0.239] [lr 0.002668] [CE 4.948 (4.440)] [KD 4.720 (4.706)] 2024-10-12 15:00:55,939 - Train: 21.71% [271550/1251000] [217.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.006] [optim_t 0.225] [lr 0.002668] [CE 4.496 (4.475)] [KD 4.585 (4.680)] 2024-10-12 15:01:09,119 - Train: 21.71% [271600/1251000] [217.1/1000.0] [batch_t 0.223 (0.263)] [data_t 0.009] [optim_t 0.214] [lr 0.002668] [CE 4.659 (4.442)] [KD 5.034 (4.598)] 2024-10-12 15:01:21,246 - Train: 21.71% [271650/1251000] [217.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.011] [optim_t 0.221] [lr 0.002668] [CE 4.751 (4.531)] [KD 4.656 (4.667)] 2024-10-12 15:01:33,390 - Train: 21.72% [271700/1251000] [217.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.227] [lr 0.002668] [CE 3.994 (4.533)] [KD 4.560 (4.750)] 2024-10-12 15:01:45,703 - Train: 21.72% [271750/1251000] [217.2/1000.0] [batch_t 0.232 (0.246)] [data_t 0.007] [optim_t 0.225] [lr 0.002667] [CE 4.097 (4.480)] [KD 4.751 (4.725)] 2024-10-12 15:01:58,787 - Train: 21.73% [271800/1251000] [217.3/1000.0] [batch_t 0.238 (0.261)] [data_t 0.009] [optim_t 0.229] [lr 0.002667] [CE 4.573 (4.564)] [KD 4.810 (4.748)] 2024-10-12 15:02:10,950 - Train: 21.73% [271850/1251000] [217.3/1000.0] [batch_t 0.252 (0.243)] [data_t 0.010] [optim_t 0.241] [lr 0.002667] [CE 5.151 (4.636)] [KD 5.201 (4.811)] 2024-10-12 15:02:23,257 - Train: 21.73% [271900/1251000] [217.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.002667] [CE 4.698 (4.466)] [KD 4.457 (4.689)] 2024-10-12 15:02:35,840 - Train: 21.74% [271950/1251000] [217.4/1000.0] [batch_t 0.442 (0.251)] [data_t 0.007] [optim_t 0.435] [lr 0.002667] [CE 4.041 (4.494)] [KD 4.589 (4.699)] 2024-10-12 15:02:48,426 - Train: 21.74% [272000/1251000] [217.4/1000.0] [batch_t 0.472 (0.252)] [data_t 0.006] [optim_t 0.466] [lr 0.002667] [CE 4.774 (4.571)] [KD 4.780 (4.707)] 2024-10-12 15:03:00,697 - Train: 21.75% [272050/1251000] [217.5/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002667] [CE 4.124 (4.512)] [KD 4.557 (4.707)] 2024-10-12 15:03:12,823 - Train: 21.75% [272100/1251000] [217.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.002667] [CE 5.073 (4.528)] [KD 5.158 (4.733)] 2024-10-12 15:03:25,088 - Train: 21.75% [272150/1251000] [217.5/1000.0] [batch_t 0.250 (0.245)] [data_t 0.009] [optim_t 0.241] [lr 0.002666] [CE 4.478 (4.538)] [KD 4.339 (4.748)] 2024-10-12 15:03:37,682 - Train: 21.76% [272200/1251000] [217.6/1000.0] [batch_t 0.238 (0.252)] [data_t 0.006] [optim_t 0.231] [lr 0.002666] [CE 4.563 (4.475)] [KD 5.006 (4.758)] 2024-10-12 15:03:50,491 - Train: 21.76% [272250/1251000] [217.6/1000.0] [batch_t 0.245 (0.256)] [data_t 0.007] [optim_t 0.238] [lr 0.002666] [CE 4.694 (4.567)] [KD 4.835 (4.823)] 2024-10-12 15:04:02,509 - Train: 21.77% [272300/1251000] [217.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.002666] [CE 4.564 (4.496)] [KD 4.919 (4.797)] 2024-10-12 15:04:14,807 - Train: 21.77% [272350/1251000] [217.7/1000.0] [batch_t 0.250 (0.246)] [data_t 0.009] [optim_t 0.241] [lr 0.002666] [CE 4.504 (4.508)] [KD 4.572 (4.719)] 2024-10-12 15:04:27,470 - Train: 21.77% [272400/1251000] [217.7/1000.0] [batch_t 0.236 (0.253)] [data_t 0.010] [optim_t 0.226] [lr 0.002666] [CE 4.273 (4.505)] [KD 4.707 (4.766)] 2024-10-12 15:04:39,744 - Train: 21.78% [272450/1251000] [217.8/1000.0] [batch_t 0.253 (0.245)] [data_t 0.008] [optim_t 0.245] [lr 0.002666] [CE 4.918 (4.524)] [KD 5.272 (4.826)] 2024-10-12 15:04:51,934 - Train: 21.78% [272500/1251000] [217.8/1000.0] [batch_t 0.255 (0.244)] [data_t 0.008] [optim_t 0.247] [lr 0.002666] [CE 5.086 (4.514)] [KD 5.209 (4.718)] 2024-10-12 15:05:04,413 - Train: 21.79% [272550/1251000] [217.9/1000.0] [batch_t 0.211 (0.249)] [data_t 0.006] [optim_t 0.204] [lr 0.002666] [CE 4.304 (4.470)] [KD 4.722 (4.710)] 2024-10-12 15:05:16,989 - Train: 21.79% [272600/1251000] [217.9/1000.0] [batch_t 0.242 (0.251)] [data_t 0.010] [optim_t 0.232] [lr 0.002665] [CE 4.118 (4.509)] [KD 4.866 (4.665)] 2024-10-12 15:05:29,848 - Train: 21.79% [272650/1251000] [217.9/1000.0] [batch_t 0.229 (0.257)] [data_t 0.008] [optim_t 0.221] [lr 0.002665] [CE 4.894 (4.525)] [KD 4.544 (4.713)] 2024-10-12 15:05:42,182 - Train: 21.80% [272700/1251000] [218.0/1000.0] [batch_t 0.246 (0.246)] [data_t 0.008] [optim_t 0.238] [lr 0.002665] [CE 4.966 (4.535)] [KD 4.857 (4.641)] 2024-10-12 15:05:55,136 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.167)] [top1_cnt 34930] [top5_cnt 44810] [top_all 50000] 2024-10-12 15:05:55,136 - net: 69.860 (89.620) 2024-10-12 15:06:04,203 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 37876] [top5_cnt 46331] [top_all 50000] 2024-10-12 15:06:04,204 - net_E: 75.752 (92.662) 2024-10-12 15:06:04,400 - Max [top1: 70.540 (epoch: 215)] [top1-ema: 75.752 (epoch: 212)] 2024-10-12 15:06:04,401 - ==> Total time: 18:27:57 Eta: 2 days, 18:14:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:06:16,765 - Train: 21.80% [272750/1251000] [218.0/1000.0] [batch_t 0.240 (0.262)] [data_t 0.011] [optim_t 0.229] [lr 0.002665] [CE 4.674 (4.547)] [KD 4.646 (4.742)] 2024-10-12 15:06:29,974 - Train: 21.81% [272800/1251000] [218.1/1000.0] [batch_t 0.236 (0.264)] [data_t 0.007] [optim_t 0.229] [lr 0.002665] [CE 4.556 (4.510)] [KD 4.601 (4.618)] 2024-10-12 15:06:42,300 - Train: 21.81% [272850/1251000] [218.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002665] [CE 4.327 (4.586)] [KD 4.669 (4.673)] 2024-10-12 15:06:54,390 - Train: 21.81% [272900/1251000] [218.1/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.002665] [CE 4.795 (4.479)] [KD 4.661 (4.636)] 2024-10-12 15:07:07,062 - Train: 21.82% [272950/1251000] [218.2/1000.0] [batch_t 0.230 (0.253)] [data_t 0.008] [optim_t 0.222] [lr 0.002665] [CE 4.696 (4.489)] [KD 4.894 (4.700)] 2024-10-12 15:07:19,262 - Train: 21.82% [273000/1251000] [218.2/1000.0] [batch_t 0.241 (0.244)] [data_t 0.010] [optim_t 0.231] [lr 0.002664] [CE 4.514 (4.484)] [KD 4.954 (4.654)] 2024-10-12 15:07:31,254 - Train: 21.83% [273050/1251000] [218.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.008] [optim_t 0.227] [lr 0.002664] [CE 4.068 (4.520)] [KD 4.703 (4.639)] 2024-10-12 15:07:44,024 - Train: 21.83% [273100/1251000] [218.3/1000.0] [batch_t 0.250 (0.255)] [data_t 0.008] [optim_t 0.242] [lr 0.002664] [CE 4.972 (4.549)] [KD 4.948 (4.643)] 2024-10-12 15:07:56,851 - Train: 21.83% [273150/1251000] [218.3/1000.0] [batch_t 0.239 (0.256)] [data_t 0.008] [optim_t 0.232] [lr 0.002664] [CE 4.421 (4.439)] [KD 4.654 (4.615)] 2024-10-12 15:08:08,919 - Train: 21.84% [273200/1251000] [218.4/1000.0] [batch_t 0.229 (0.241)] [data_t 0.008] [optim_t 0.221] [lr 0.002664] [CE 4.393 (4.509)] [KD 4.698 (4.683)] 2024-10-12 15:08:21,579 - Train: 21.84% [273250/1251000] [218.4/1000.0] [batch_t 0.238 (0.253)] [data_t 0.008] [optim_t 0.230] [lr 0.002664] [CE 4.481 (4.587)] [KD 4.560 (4.855)] 2024-10-12 15:08:33,969 - Train: 21.85% [273300/1251000] [218.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.010] [optim_t 0.224] [lr 0.002664] [CE 4.564 (4.566)] [KD 4.737 (4.731)] 2024-10-12 15:08:46,356 - Train: 21.85% [273350/1251000] [218.5/1000.0] [batch_t 0.257 (0.248)] [data_t 0.007] [optim_t 0.250] [lr 0.002664] [CE 4.444 (4.463)] [KD 4.521 (4.639)] 2024-10-12 15:08:58,904 - Train: 21.85% [273400/1251000] [218.5/1000.0] [batch_t 0.245 (0.251)] [data_t 0.008] [optim_t 0.237] [lr 0.002664] [CE 4.423 (4.495)] [KD 4.665 (4.804)] 2024-10-12 15:09:11,644 - Train: 21.86% [273450/1251000] [218.6/1000.0] [batch_t 0.225 (0.255)] [data_t 0.010] [optim_t 0.215] [lr 0.002663] [CE 4.768 (4.572)] [KD 5.012 (4.782)] 2024-10-12 15:09:23,647 - Train: 21.86% [273500/1251000] [218.6/1000.0] [batch_t 0.245 (0.240)] [data_t 0.011] [optim_t 0.234] [lr 0.002663] [CE 4.245 (4.492)] [KD 4.682 (4.694)] 2024-10-12 15:09:36,676 - Train: 21.87% [273550/1251000] [218.7/1000.0] [batch_t 0.226 (0.260)] [data_t 0.007] [optim_t 0.219] [lr 0.002663] [CE 4.558 (4.505)] [KD 4.709 (4.732)] 2024-10-12 15:09:49,317 - Train: 21.87% [273600/1251000] [218.7/1000.0] [batch_t 0.234 (0.253)] [data_t 0.011] [optim_t 0.223] [lr 0.002663] [CE 4.229 (4.460)] [KD 4.637 (4.712)] 2024-10-12 15:10:01,374 - Train: 21.87% [273650/1251000] [218.7/1000.0] [batch_t 0.263 (0.241)] [data_t 0.009] [optim_t 0.254] [lr 0.002663] [CE 4.156 (4.511)] [KD 4.505 (4.715)] 2024-10-12 15:10:13,507 - Train: 21.88% [273700/1251000] [218.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002663] [CE 4.459 (4.529)] [KD 4.649 (4.797)] 2024-10-12 15:10:26,434 - Train: 21.88% [273750/1251000] [218.8/1000.0] [batch_t 0.238 (0.258)] [data_t 0.007] [optim_t 0.231] [lr 0.002663] [CE 4.437 (4.535)] [KD 4.792 (4.711)] 2024-10-12 15:10:38,468 - Train: 21.89% [273800/1251000] [218.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.002663] [CE 4.873 (4.545)] [KD 4.784 (4.740)] 2024-10-12 15:10:50,931 - Train: 21.89% [273850/1251000] [218.9/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.002662] [CE 4.372 (4.526)] [KD 4.564 (4.711)] 2024-10-12 15:11:03,712 - Train: 21.89% [273900/1251000] [218.9/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.232] [lr 0.002662] [CE 4.152 (4.510)] [KD 4.516 (4.737)] 2024-10-12 15:11:16,090 - Train: 21.90% [273950/1251000] [219.0/1000.0] [batch_t 0.253 (0.247)] [data_t 0.010] [optim_t 0.243] [lr 0.002662] [CE 4.562 (4.518)] [KD 4.970 (4.700)] 2024-10-12 15:11:29,594 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.171)] [top1_cnt 35184] [top5_cnt 45027] [top_all 50000] 2024-10-12 15:11:29,595 - net: 70.368 (90.054) 2024-10-12 15:11:38,807 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.168)] [top1_cnt 37882] [top5_cnt 46324] [top_all 50000] 2024-10-12 15:11:38,807 - net_E: 75.764 (92.648) 2024-10-12 15:11:39,027 - Max [top1: 70.540 (epoch: 215)] [top1-ema: 75.764 (epoch: 219)] 2024-10-12 15:11:39,028 - ==> Total time: 18:33:31 Eta: 2 days, 18:11:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:11:59,044 - Train: 21.90% [274000/1251000] [219.0/1000.0] [batch_t 0.253 (0.264)] [data_t 0.009] [optim_t 0.244] [lr 0.002662] [CE 4.725 (4.574)] [KD 4.667 (4.729)] 2024-10-12 15:12:11,807 - Train: 21.91% [274050/1251000] [219.1/1000.0] [batch_t 0.229 (0.255)] [data_t 0.008] [optim_t 0.221] [lr 0.002662] [CE 3.782 (4.520)] [KD 4.293 (4.705)] 2024-10-12 15:12:24,542 - Train: 21.91% [274100/1251000] [219.1/1000.0] [batch_t 0.242 (0.255)] [data_t 0.008] [optim_t 0.234] [lr 0.002662] [CE 4.609 (4.556)] [KD 4.788 (4.729)] 2024-10-12 15:12:36,909 - Train: 21.91% [274150/1251000] [219.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.002662] [CE 4.325 (4.416)] [KD 4.343 (4.611)] 2024-10-12 15:12:49,584 - Train: 21.92% [274200/1251000] [219.2/1000.0] [batch_t 0.243 (0.253)] [data_t 0.007] [optim_t 0.235] [lr 0.002662] [CE 4.386 (4.497)] [KD 4.742 (4.640)] 2024-10-12 15:13:01,802 - Train: 21.92% [274250/1251000] [219.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.002662] [CE 4.933 (4.485)] [KD 4.562 (4.674)] 2024-10-12 15:13:14,237 - Train: 21.93% [274300/1251000] [219.3/1000.0] [batch_t 0.240 (0.249)] [data_t 0.010] [optim_t 0.230] [lr 0.002661] [CE 4.465 (4.559)] [KD 4.898 (4.737)] 2024-10-12 15:13:26,509 - Train: 21.93% [274350/1251000] [219.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.002661] [CE 4.425 (4.525)] [KD 4.559 (4.679)] 2024-10-12 15:13:38,717 - Train: 21.93% [274400/1251000] [219.3/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.002661] [CE 4.375 (4.527)] [KD 4.630 (4.745)] 2024-10-12 15:13:51,158 - Train: 21.94% [274450/1251000] [219.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.002661] [CE 4.518 (4.481)] [KD 4.907 (4.640)] 2024-10-12 15:14:03,738 - Train: 21.94% [274500/1251000] [219.4/1000.0] [batch_t 0.230 (0.251)] [data_t 0.009] [optim_t 0.221] [lr 0.002661] [CE 4.569 (4.479)] [KD 4.688 (4.663)] 2024-10-12 15:14:15,601 - Train: 21.95% [274550/1251000] [219.5/1000.0] [batch_t 0.228 (0.237)] [data_t 0.010] [optim_t 0.219] [lr 0.002661] [CE 4.304 (4.524)] [KD 4.542 (4.686)] 2024-10-12 15:14:27,920 - Train: 21.95% [274600/1251000] [219.5/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.002661] [CE 4.680 (4.467)] [KD 4.812 (4.677)] 2024-10-12 15:14:40,167 - Train: 21.95% [274650/1251000] [219.5/1000.0] [batch_t 0.232 (0.245)] [data_t 0.011] [optim_t 0.221] [lr 0.002661] [CE 5.070 (4.566)] [KD 5.199 (4.729)] 2024-10-12 15:14:52,321 - Train: 21.96% [274700/1251000] [219.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.010] [optim_t 0.226] [lr 0.002660] [CE 4.748 (4.517)] [KD 4.856 (4.714)] 2024-10-12 15:15:04,862 - Train: 21.96% [274750/1251000] [219.6/1000.0] [batch_t 0.447 (0.251)] [data_t 0.009] [optim_t 0.438] [lr 0.002660] [CE 4.784 (4.555)] [KD 4.826 (4.712)] 2024-10-12 15:15:17,531 - Train: 21.97% [274800/1251000] [219.7/1000.0] [batch_t 0.270 (0.253)] [data_t 0.008] [optim_t 0.262] [lr 0.002660] [CE 4.103 (4.513)] [KD 4.417 (4.719)] 2024-10-12 15:15:30,318 - Train: 21.97% [274850/1251000] [219.7/1000.0] [batch_t 0.529 (0.256)] [data_t 0.010] [optim_t 0.519] [lr 0.002660] [CE 4.893 (4.498)] [KD 5.168 (4.721)] 2024-10-12 15:15:42,810 - Train: 21.97% [274900/1251000] [219.7/1000.0] [batch_t 0.435 (0.250)] [data_t 0.010] [optim_t 0.425] [lr 0.002660] [CE 4.458 (4.546)] [KD 4.763 (4.791)] 2024-10-12 15:15:54,805 - Train: 21.98% [274950/1251000] [219.8/1000.0] [batch_t 0.256 (0.240)] [data_t 0.010] [optim_t 0.246] [lr 0.002660] [CE 4.698 (4.453)] [KD 4.873 (4.662)] 2024-10-12 15:16:06,900 - Train: 21.98% [275000/1251000] [219.8/1000.0] [batch_t 0.252 (0.242)] [data_t 0.010] [optim_t 0.243] [lr 0.002660] [CE 4.345 (4.534)] [KD 4.561 (4.681)] 2024-10-12 15:16:19,541 - Train: 21.99% [275050/1251000] [219.9/1000.0] [batch_t 0.249 (0.253)] [data_t 0.007] [optim_t 0.242] [lr 0.002660] [CE 4.511 (4.520)] [KD 4.548 (4.714)] 2024-10-12 15:16:32,129 - Train: 21.99% [275100/1251000] [219.9/1000.0] [batch_t 0.230 (0.252)] [data_t 0.008] [optim_t 0.222] [lr 0.002659] [CE 4.872 (4.510)] [KD 4.922 (4.701)] 2024-10-12 15:16:43,980 - Train: 21.99% [275150/1251000] [219.9/1000.0] [batch_t 0.230 (0.237)] [data_t 0.008] [optim_t 0.222] [lr 0.002659] [CE 4.840 (4.590)] [KD 4.819 (4.776)] 2024-10-12 15:16:55,965 - Train: 22.00% [275200/1251000] [220.0/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002659] [CE 4.807 (4.553)] [KD 4.552 (4.709)] 2024-10-12 15:17:09,945 - Test (net): 100.00% [50/50] [batch_t 0.186 (0.178)] [top1_cnt 34950] [top5_cnt 44800] [top_all 50000] 2024-10-12 15:17:09,946 - net: 69.900 (89.600) 2024-10-12 15:17:19,171 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 37901] [top5_cnt 46336] [top_all 50000] 2024-10-12 15:17:19,172 - net_E: 75.802 (92.672) 2024-10-12 15:17:19,385 - Max [top1: 70.540 (epoch: 215)] [top1-ema: 75.802 (epoch: 220)] 2024-10-12 15:17:19,386 - ==> Total time: 18:39:12 Eta: 2 days, 18:08:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:17:40,275 - Train: 22.00% [275250/1251000] [220.0/1000.0] [batch_t 0.232 (0.266)] [data_t 0.010] [optim_t 0.222] [lr 0.002659] [CE 4.710 (4.497)] [KD 4.775 (4.576)] 2024-10-12 15:17:53,083 - Train: 22.01% [275300/1251000] [220.1/1000.0] [batch_t 0.232 (0.256)] [data_t 0.008] [optim_t 0.224] [lr 0.002659] [CE 4.118 (4.538)] [KD 4.626 (4.667)] 2024-10-12 15:18:05,861 - Train: 22.01% [275350/1251000] [220.1/1000.0] [batch_t 0.235 (0.255)] [data_t 0.007] [optim_t 0.229] [lr 0.002659] [CE 4.577 (4.454)] [KD 4.602 (4.587)] 2024-10-12 15:18:17,945 - Train: 22.01% [275400/1251000] [220.1/1000.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.002659] [CE 4.328 (4.514)] [KD 4.254 (4.717)] 2024-10-12 15:18:30,241 - Train: 22.02% [275450/1251000] [220.2/1000.0] [batch_t 0.244 (0.246)] [data_t 0.008] [optim_t 0.236] [lr 0.002659] [CE 4.508 (4.510)] [KD 4.693 (4.689)] 2024-10-12 15:18:42,503 - Train: 22.02% [275500/1251000] [220.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002659] [CE 4.025 (4.551)] [KD 4.337 (4.730)] 2024-10-12 15:18:54,501 - Train: 22.03% [275550/1251000] [220.3/1000.0] [batch_t 0.227 (0.240)] [data_t 0.010] [optim_t 0.217] [lr 0.002658] [CE 4.633 (4.531)] [KD 4.750 (4.734)] 2024-10-12 15:19:06,953 - Train: 22.03% [275600/1251000] [220.3/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.002658] [CE 4.313 (4.490)] [KD 4.362 (4.677)] 2024-10-12 15:19:18,973 - Train: 22.03% [275650/1251000] [220.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.011] [optim_t 0.219] [lr 0.002658] [CE 4.328 (4.499)] [KD 4.491 (4.731)] 2024-10-12 15:19:31,165 - Train: 22.04% [275700/1251000] [220.4/1000.0] [batch_t 0.242 (0.244)] [data_t 0.007] [optim_t 0.235] [lr 0.002658] [CE 4.948 (4.502)] [KD 5.239 (4.756)] 2024-10-12 15:19:43,306 - Train: 22.04% [275750/1251000] [220.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.002658] [CE 4.359 (4.533)] [KD 4.946 (4.751)] 2024-10-12 15:19:55,262 - Train: 22.05% [275800/1251000] [220.5/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002658] [CE 4.382 (4.500)] [KD 4.767 (4.738)] 2024-10-12 15:20:06,903 - Train: 22.05% [275850/1251000] [220.5/1000.0] [batch_t 0.227 (0.233)] [data_t 0.009] [optim_t 0.218] [lr 0.002658] [CE 4.803 (4.505)] [KD 4.850 (4.767)] 2024-10-12 15:20:19,392 - Train: 22.05% [275900/1251000] [220.5/1000.0] [batch_t 0.242 (0.250)] [data_t 0.010] [optim_t 0.232] [lr 0.002658] [CE 4.548 (4.538)] [KD 4.540 (4.733)] 2024-10-12 15:20:31,978 - Train: 22.06% [275950/1251000] [220.6/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.002657] [CE 4.945 (4.448)] [KD 4.890 (4.638)] 2024-10-12 15:20:44,192 - Train: 22.06% [276000/1251000] [220.6/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.002657] [CE 4.828 (4.529)] [KD 4.883 (4.779)] 2024-10-12 15:20:56,622 - Train: 22.07% [276050/1251000] [220.7/1000.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.002657] [CE 4.205 (4.450)] [KD 4.630 (4.739)] 2024-10-12 15:21:08,983 - Train: 22.07% [276100/1251000] [220.7/1000.0] [batch_t 0.245 (0.247)] [data_t 0.010] [optim_t 0.235] [lr 0.002657] [CE 4.900 (4.533)] [KD 4.873 (4.784)] 2024-10-12 15:21:21,263 - Train: 22.07% [276150/1251000] [220.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.002657] [CE 5.184 (4.558)] [KD 4.909 (4.753)] 2024-10-12 15:21:33,637 - Train: 22.08% [276200/1251000] [220.8/1000.0] [batch_t 0.416 (0.247)] [data_t 0.008] [optim_t 0.408] [lr 0.002657] [CE 4.497 (4.507)] [KD 4.598 (4.776)] 2024-10-12 15:21:46,046 - Train: 22.08% [276250/1251000] [220.8/1000.0] [batch_t 0.227 (0.248)] [data_t 0.010] [optim_t 0.217] [lr 0.002657] [CE 4.610 (4.499)] [KD 4.777 (4.792)] 2024-10-12 15:21:57,912 - Train: 22.09% [276300/1251000] [220.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002657] [CE 4.651 (4.491)] [KD 4.670 (4.712)] 2024-10-12 15:22:10,678 - Train: 22.09% [276350/1251000] [220.9/1000.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.002657] [CE 4.732 (4.528)] [KD 4.670 (4.739)] 2024-10-12 15:22:22,931 - Train: 22.09% [276400/1251000] [220.9/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.002656] [CE 4.407 (4.573)] [KD 4.613 (4.773)] 2024-10-12 15:22:34,834 - Train: 22.10% [276450/1251000] [221.0/1000.0] [batch_t 0.228 (0.238)] [data_t 0.008] [optim_t 0.219] [lr 0.002656] [CE 4.869 (4.543)] [KD 4.737 (4.799)] 2024-10-12 15:22:48,443 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 35542] [top5_cnt 45089] [top_all 50000] 2024-10-12 15:22:48,444 - net: 71.084 (90.178) 2024-10-12 15:22:56,988 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.155)] [top1_cnt 37893] [top5_cnt 46352] [top_all 50000] 2024-10-12 15:22:56,988 - net_E: 75.786 (92.704) 2024-10-12 15:22:57,203 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.802 (epoch: 220)] 2024-10-12 15:22:57,204 - ==> Total time: 18:44:50 Eta: 2 days, 18:04:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:23:18,305 - Train: 22.10% [276500/1251000] [221.0/1000.0] [batch_t 0.227 (0.257)] [data_t 0.008] [optim_t 0.219] [lr 0.002656] [CE 4.632 (4.551)] [KD 4.871 (4.710)] 2024-10-12 15:23:31,137 - Train: 22.11% [276550/1251000] [221.1/1000.0] [batch_t 0.237 (0.256)] [data_t 0.008] [optim_t 0.229] [lr 0.002656] [CE 5.191 (4.477)] [KD 4.696 (4.591)] 2024-10-12 15:23:43,504 - Train: 22.11% [276600/1251000] [221.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.008] [optim_t 0.225] [lr 0.002656] [CE 4.594 (4.467)] [KD 4.542 (4.650)] 2024-10-12 15:23:55,463 - Train: 22.11% [276650/1251000] [221.1/1000.0] [batch_t 0.246 (0.239)] [data_t 0.010] [optim_t 0.236] [lr 0.002656] [CE 4.572 (4.562)] [KD 4.761 (4.722)] 2024-10-12 15:24:07,603 - Train: 22.12% [276700/1251000] [221.2/1000.0] [batch_t 0.246 (0.243)] [data_t 0.008] [optim_t 0.239] [lr 0.002656] [CE 4.632 (4.514)] [KD 4.868 (4.674)] 2024-10-12 15:24:20,351 - Train: 22.12% [276750/1251000] [221.2/1000.0] [batch_t 0.244 (0.255)] [data_t 0.007] [optim_t 0.237] [lr 0.002656] [CE 4.241 (4.468)] [KD 4.530 (4.686)] 2024-10-12 15:24:32,363 - Train: 22.13% [276800/1251000] [221.3/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.002655] [CE 4.593 (4.498)] [KD 4.625 (4.672)] 2024-10-12 15:24:44,812 - Train: 22.13% [276850/1251000] [221.3/1000.0] [batch_t 0.235 (0.249)] [data_t 0.007] [optim_t 0.228] [lr 0.002655] [CE 4.890 (4.493)] [KD 4.749 (4.715)] 2024-10-12 15:24:57,568 - Train: 22.13% [276900/1251000] [221.3/1000.0] [batch_t 0.461 (0.255)] [data_t 0.007] [optim_t 0.454] [lr 0.002655] [CE 4.415 (4.409)] [KD 4.708 (4.647)] 2024-10-12 15:25:10,216 - Train: 22.14% [276950/1251000] [221.4/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.002655] [CE 4.627 (4.536)] [KD 4.495 (4.666)] 2024-10-12 15:25:22,369 - Train: 22.14% [277000/1251000] [221.4/1000.0] [batch_t 0.230 (0.243)] [data_t 0.007] [optim_t 0.223] [lr 0.002655] [CE 4.026 (4.496)] [KD 4.645 (4.679)] 2024-10-12 15:25:34,477 - Train: 22.15% [277050/1251000] [221.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.002655] [CE 4.573 (4.473)] [KD 4.739 (4.620)] 2024-10-12 15:25:46,506 - Train: 22.15% [277100/1251000] [221.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.002655] [CE 4.564 (4.486)] [KD 4.893 (4.701)] 2024-10-12 15:25:59,292 - Train: 22.15% [277150/1251000] [221.5/1000.0] [batch_t 0.241 (0.256)] [data_t 0.008] [optim_t 0.233] [lr 0.002655] [CE 4.617 (4.485)] [KD 4.799 (4.728)] 2024-10-12 15:26:11,926 - Train: 22.16% [277200/1251000] [221.6/1000.0] [batch_t 0.232 (0.253)] [data_t 0.006] [optim_t 0.226] [lr 0.002654] [CE 4.526 (4.472)] [KD 4.538 (4.638)] 2024-10-12 15:26:24,251 - Train: 22.16% [277250/1251000] [221.6/1000.0] [batch_t 0.242 (0.246)] [data_t 0.007] [optim_t 0.235] [lr 0.002654] [CE 4.917 (4.539)] [KD 4.607 (4.748)] 2024-10-12 15:26:36,365 - Train: 22.17% [277300/1251000] [221.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.002654] [CE 4.583 (4.500)] [KD 4.861 (4.744)] 2024-10-12 15:26:48,900 - Train: 22.17% [277350/1251000] [221.7/1000.0] [batch_t 0.243 (0.251)] [data_t 0.011] [optim_t 0.232] [lr 0.002654] [CE 4.236 (4.484)] [KD 4.740 (4.745)] 2024-10-12 15:27:01,058 - Train: 22.17% [277400/1251000] [221.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.002654] [CE 4.551 (4.504)] [KD 4.729 (4.733)] 2024-10-12 15:27:13,357 - Train: 22.18% [277450/1251000] [221.8/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.223] [lr 0.002654] [CE 4.074 (4.530)] [KD 4.332 (4.681)] 2024-10-12 15:27:25,948 - Train: 22.18% [277500/1251000] [221.8/1000.0] [batch_t 0.241 (0.252)] [data_t 0.010] [optim_t 0.231] [lr 0.002654] [CE 4.050 (4.566)] [KD 4.441 (4.732)] 2024-10-12 15:27:38,955 - Train: 22.19% [277550/1251000] [221.9/1000.0] [batch_t 0.263 (0.260)] [data_t 0.010] [optim_t 0.253] [lr 0.002654] [CE 4.637 (4.490)] [KD 4.907 (4.721)] 2024-10-12 15:27:51,460 - Train: 22.19% [277600/1251000] [221.9/1000.0] [batch_t 0.256 (0.250)] [data_t 0.008] [optim_t 0.248] [lr 0.002654] [CE 4.519 (4.467)] [KD 4.773 (4.677)] 2024-10-12 15:28:03,598 - Train: 22.19% [277650/1251000] [221.9/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.002653] [CE 3.987 (4.542)] [KD 4.284 (4.733)] 2024-10-12 15:28:15,966 - Train: 22.20% [277700/1251000] [222.0/1000.0] [batch_t 0.235 (0.247)] [data_t 0.008] [optim_t 0.227] [lr 0.002653] [CE 4.812 (4.571)] [KD 5.103 (4.771)] 2024-10-12 15:28:31,359 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.190)] [top1_cnt 35192] [top5_cnt 45036] [top_all 50000] 2024-10-12 15:28:31,360 - net: 70.384 (90.072) 2024-10-12 15:28:41,698 - Test (net_E): 100.00% [50/50] [batch_t 0.360 (0.190)] [top1_cnt 37904] [top5_cnt 46391] [top_all 50000] 2024-10-12 15:28:41,699 - net_E: 75.808 (92.782) 2024-10-12 15:28:41,962 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.808 (epoch: 222)] 2024-10-12 15:28:41,977 - ==> Total time: 18:50:34 Eta: 2 days, 18:02:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:29:01,355 - Train: 22.20% [277750/1251000] [222.0/1000.0] [batch_t 0.243 (0.258)] [data_t 0.010] [optim_t 0.233] [lr 0.002653] [CE 4.648 (4.454)] [KD 4.840 (4.670)] 2024-10-12 15:29:14,112 - Train: 22.21% [277800/1251000] [222.1/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.002653] [CE 4.666 (4.481)] [KD 4.613 (4.599)] 2024-10-12 15:29:26,564 - Train: 22.21% [277850/1251000] [222.1/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.002653] [CE 4.077 (4.493)] [KD 4.268 (4.615)] 2024-10-12 15:29:38,597 - Train: 22.21% [277900/1251000] [222.1/1000.0] [batch_t 0.227 (0.240)] [data_t 0.008] [optim_t 0.219] [lr 0.002653] [CE 5.231 (4.527)] [KD 5.325 (4.645)] 2024-10-12 15:29:50,664 - Train: 22.22% [277950/1251000] [222.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.002653] [CE 4.602 (4.509)] [KD 4.820 (4.721)] 2024-10-12 15:30:03,480 - Train: 22.22% [278000/1251000] [222.2/1000.0] [batch_t 0.230 (0.256)] [data_t 0.007] [optim_t 0.223] [lr 0.002653] [CE 4.807 (4.450)] [KD 4.483 (4.619)] 2024-10-12 15:30:16,011 - Train: 22.23% [278050/1251000] [222.3/1000.0] [batch_t 0.257 (0.250)] [data_t 0.007] [optim_t 0.250] [lr 0.002652] [CE 4.909 (4.501)] [KD 4.947 (4.634)] 2024-10-12 15:30:28,181 - Train: 22.23% [278100/1251000] [222.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.233] [lr 0.002652] [CE 5.091 (4.480)] [KD 5.148 (4.666)] 2024-10-12 15:30:40,356 - Train: 22.23% [278150/1251000] [222.3/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.217] [lr 0.002652] [CE 4.586 (4.436)] [KD 4.580 (4.664)] 2024-10-12 15:30:52,927 - Train: 22.24% [278200/1251000] [222.4/1000.0] [batch_t 0.446 (0.251)] [data_t 0.010] [optim_t 0.436] [lr 0.002652] [CE 4.753 (4.548)] [KD 4.809 (4.721)] 2024-10-12 15:31:05,075 - Train: 22.24% [278250/1251000] [222.4/1000.0] [batch_t 0.260 (0.243)] [data_t 0.007] [optim_t 0.253] [lr 0.002652] [CE 4.171 (4.523)] [KD 4.746 (4.681)] 2024-10-12 15:31:17,455 - Train: 22.25% [278300/1251000] [222.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.231] [lr 0.002652] [CE 4.427 (4.562)] [KD 4.606 (4.734)] 2024-10-12 15:31:29,326 - Train: 22.25% [278350/1251000] [222.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.006] [optim_t 0.227] [lr 0.002652] [CE 4.245 (4.524)] [KD 4.479 (4.701)] 2024-10-12 15:31:41,804 - Train: 22.25% [278400/1251000] [222.5/1000.0] [batch_t 0.234 (0.249)] [data_t 0.007] [optim_t 0.227] [lr 0.002652] [CE 4.104 (4.464)] [KD 4.351 (4.632)] 2024-10-12 15:31:54,115 - Train: 22.26% [278450/1251000] [222.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002651] [CE 4.643 (4.547)] [KD 4.960 (4.686)] 2024-10-12 15:32:06,515 - Train: 22.26% [278500/1251000] [222.6/1000.0] [batch_t 0.225 (0.248)] [data_t 0.008] [optim_t 0.216] [lr 0.002651] [CE 4.779 (4.456)] [KD 4.722 (4.672)] 2024-10-12 15:32:18,334 - Train: 22.27% [278550/1251000] [222.7/1000.0] [batch_t 0.237 (0.236)] [data_t 0.008] [optim_t 0.229] [lr 0.002651] [CE 4.574 (4.540)] [KD 4.855 (4.760)] 2024-10-12 15:32:31,150 - Train: 22.27% [278600/1251000] [222.7/1000.0] [batch_t 0.232 (0.256)] [data_t 0.007] [optim_t 0.225] [lr 0.002651] [CE 4.089 (4.495)] [KD 4.413 (4.700)] 2024-10-12 15:32:43,310 - Train: 22.27% [278650/1251000] [222.7/1000.0] [batch_t 0.222 (0.243)] [data_t 0.008] [optim_t 0.214] [lr 0.002651] [CE 4.376 (4.576)] [KD 4.739 (4.707)] 2024-10-12 15:32:55,595 - Train: 22.28% [278700/1251000] [222.8/1000.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.002651] [CE 4.407 (4.509)] [KD 4.691 (4.782)] 2024-10-12 15:33:07,623 - Train: 22.28% [278750/1251000] [222.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.002651] [CE 4.301 (4.588)] [KD 4.502 (4.713)] 2024-10-12 15:33:19,848 - Train: 22.29% [278800/1251000] [222.9/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.220] [lr 0.002651] [CE 4.886 (4.551)] [KD 4.854 (4.788)] 2024-10-12 15:33:32,288 - Train: 22.29% [278850/1251000] [222.9/1000.0] [batch_t 0.221 (0.249)] [data_t 0.007] [optim_t 0.214] [lr 0.002651] [CE 3.924 (4.464)] [KD 4.722 (4.662)] 2024-10-12 15:33:44,194 - Train: 22.29% [278900/1251000] [222.9/1000.0] [batch_t 0.230 (0.238)] [data_t 0.008] [optim_t 0.222] [lr 0.002650] [CE 4.692 (4.499)] [KD 4.646 (4.666)] 2024-10-12 15:33:55,870 - Train: 22.30% [278950/1251000] [223.0/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.002650] [CE 4.623 (4.463)] [KD 4.939 (4.651)] 2024-10-12 15:34:11,490 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.193)] [top1_cnt 35155] [top5_cnt 44909] [top_all 50000] 2024-10-12 15:34:11,491 - net: 70.310 (89.818) 2024-10-12 15:34:21,671 - Test (net_E): 100.00% [50/50] [batch_t 0.134 (0.186)] [top1_cnt 37890] [top5_cnt 46372] [top_all 50000] 2024-10-12 15:34:21,671 - net_E: 75.780 (92.744) 2024-10-12 15:34:21,976 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.808 (epoch: 222)] 2024-10-12 15:34:21,977 - ==> Total time: 18:56:14 Eta: 2 days, 17:59:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:34:32,651 - Train: 22.30% [279000/1251000] [223.0/1000.0] [batch_t 0.245 (0.280)] [data_t 0.007] [optim_t 0.238] [lr 0.002650] [CE 4.548 (4.416)] [KD 4.511 (4.596)] 2024-10-12 15:34:45,046 - Train: 22.31% [279050/1251000] [223.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.006] [optim_t 0.228] [lr 0.002650] [CE 4.841 (4.499)] [KD 4.942 (4.629)] 2024-10-12 15:34:57,355 - Train: 22.31% [279100/1251000] [223.1/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.002650] [CE 4.060 (4.461)] [KD 4.717 (4.628)] 2024-10-12 15:35:09,651 - Train: 22.31% [279150/1251000] [223.1/1000.0] [batch_t 0.245 (0.246)] [data_t 0.011] [optim_t 0.234] [lr 0.002650] [CE 4.605 (4.476)] [KD 4.741 (4.628)] 2024-10-12 15:35:21,881 - Train: 22.32% [279200/1251000] [223.2/1000.0] [batch_t 0.226 (0.244)] [data_t 0.007] [optim_t 0.219] [lr 0.002650] [CE 4.705 (4.515)] [KD 5.062 (4.695)] 2024-10-12 15:35:33,975 - Train: 22.32% [279250/1251000] [223.2/1000.0] [batch_t 0.244 (0.242)] [data_t 0.008] [optim_t 0.236] [lr 0.002650] [CE 4.330 (4.497)] [KD 4.711 (4.665)] 2024-10-12 15:35:46,331 - Train: 22.33% [279300/1251000] [223.3/1000.0] [batch_t 0.260 (0.247)] [data_t 0.010] [optim_t 0.250] [lr 0.002649] [CE 4.539 (4.586)] [KD 5.028 (4.678)] 2024-10-12 15:35:58,857 - Train: 22.33% [279350/1251000] [223.3/1000.0] [batch_t 0.221 (0.250)] [data_t 0.007] [optim_t 0.214] [lr 0.002649] [CE 4.169 (4.461)] [KD 4.459 (4.699)] 2024-10-12 15:36:11,315 - Train: 22.33% [279400/1251000] [223.3/1000.0] [batch_t 0.250 (0.249)] [data_t 0.008] [optim_t 0.242] [lr 0.002649] [CE 4.318 (4.545)] [KD 4.960 (4.706)] 2024-10-12 15:36:23,460 - Train: 22.34% [279450/1251000] [223.4/1000.0] [batch_t 0.243 (0.243)] [data_t 0.010] [optim_t 0.232] [lr 0.002649] [CE 4.426 (4.521)] [KD 4.475 (4.751)] 2024-10-12 15:36:35,711 - Train: 22.34% [279500/1251000] [223.4/1000.0] [batch_t 0.226 (0.245)] [data_t 0.010] [optim_t 0.215] [lr 0.002649] [CE 4.513 (4.511)] [KD 4.601 (4.670)] 2024-10-12 15:36:48,043 - Train: 22.35% [279550/1251000] [223.5/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.002649] [CE 4.522 (4.487)] [KD 4.548 (4.616)] 2024-10-12 15:37:00,238 - Train: 22.35% [279600/1251000] [223.5/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.216] [lr 0.002649] [CE 4.368 (4.501)] [KD 4.832 (4.741)] 2024-10-12 15:37:11,949 - Train: 22.35% [279650/1251000] [223.5/1000.0] [batch_t 0.226 (0.234)] [data_t 0.010] [optim_t 0.216] [lr 0.002649] [CE 4.693 (4.504)] [KD 4.589 (4.685)] 2024-10-12 15:37:24,277 - Train: 22.36% [279700/1251000] [223.6/1000.0] [batch_t 0.241 (0.246)] [data_t 0.008] [optim_t 0.233] [lr 0.002648] [CE 4.847 (4.475)] [KD 4.816 (4.619)] 2024-10-12 15:37:36,227 - Train: 22.36% [279750/1251000] [223.6/1000.0] [batch_t 0.246 (0.239)] [data_t 0.010] [optim_t 0.236] [lr 0.002648] [CE 3.785 (4.580)] [KD 4.517 (4.792)] 2024-10-12 15:37:48,395 - Train: 22.37% [279800/1251000] [223.7/1000.0] [batch_t 0.225 (0.243)] [data_t 0.008] [optim_t 0.216] [lr 0.002648] [CE 3.894 (4.530)] [KD 4.483 (4.783)] 2024-10-12 15:38:00,631 - Train: 22.37% [279850/1251000] [223.7/1000.0] [batch_t 0.224 (0.245)] [data_t 0.007] [optim_t 0.217] [lr 0.002648] [CE 4.134 (4.572)] [KD 4.595 (4.715)] 2024-10-12 15:38:12,974 - Train: 22.37% [279900/1251000] [223.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.229] [lr 0.002648] [CE 4.741 (4.473)] [KD 4.963 (4.677)] 2024-10-12 15:38:25,333 - Train: 22.38% [279950/1251000] [223.8/1000.0] [batch_t 0.245 (0.247)] [data_t 0.008] [optim_t 0.237] [lr 0.002648] [CE 4.366 (4.527)] [KD 4.949 (4.737)] 2024-10-12 15:38:38,108 - Train: 22.38% [280000/1251000] [223.8/1000.0] [batch_t 0.229 (0.255)] [data_t 0.008] [optim_t 0.220] [lr 0.002648] [CE 4.640 (4.517)] [KD 4.839 (4.744)] 2024-10-12 15:38:50,351 - Train: 22.39% [280050/1251000] [223.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.007] [optim_t 0.227] [lr 0.002648] [CE 4.172 (4.430)] [KD 4.663 (4.720)] 2024-10-12 15:39:02,613 - Train: 22.39% [280100/1251000] [223.9/1000.0] [batch_t 0.251 (0.245)] [data_t 0.010] [optim_t 0.241] [lr 0.002648] [CE 4.880 (4.572)] [KD 4.620 (4.774)] 2024-10-12 15:39:15,371 - Train: 22.39% [280150/1251000] [223.9/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.002647] [CE 4.333 (4.507)] [KD 4.708 (4.718)] 2024-10-12 15:39:28,065 - Train: 22.40% [280200/1251000] [224.0/1000.0] [batch_t 0.235 (0.254)] [data_t 0.007] [optim_t 0.229] [lr 0.002647] [CE 4.438 (4.490)] [KD 4.749 (4.663)] 2024-10-12 15:39:42,935 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 35115] [top5_cnt 45005] [top_all 50000] 2024-10-12 15:39:42,936 - net: 70.230 (90.010) 2024-10-12 15:39:52,273 - Test (net_E): 100.00% [50/50] [batch_t 0.340 (0.171)] [top1_cnt 37915] [top5_cnt 46377] [top_all 50000] 2024-10-12 15:39:52,274 - net_E: 75.830 (92.754) 2024-10-12 15:39:52,491 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.830 (epoch: 224)] 2024-10-12 15:39:52,492 - ==> Total time: 19:01:45 Eta: 2 days, 17:55:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:40:13,390 - Train: 22.40% [280250/1251000] [224.0/1000.0] [batch_t 0.242 (0.261)] [data_t 0.015] [optim_t 0.227] [lr 0.002647] [CE 4.519 (4.469)] [KD 4.647 (4.559)] 2024-10-12 15:40:25,813 - Train: 22.41% [280300/1251000] [224.1/1000.0] [batch_t 0.245 (0.248)] [data_t 0.008] [optim_t 0.237] [lr 0.002647] [CE 4.780 (4.365)] [KD 4.388 (4.528)] 2024-10-12 15:40:38,522 - Train: 22.41% [280350/1251000] [224.1/1000.0] [batch_t 0.226 (0.254)] [data_t 0.009] [optim_t 0.217] [lr 0.002647] [CE 4.281 (4.529)] [KD 4.404 (4.695)] 2024-10-12 15:40:50,850 - Train: 22.41% [280400/1251000] [224.1/1000.0] [batch_t 0.221 (0.246)] [data_t 0.009] [optim_t 0.212] [lr 0.002647] [CE 4.425 (4.514)] [KD 4.710 (4.684)] 2024-10-12 15:41:02,627 - Train: 22.42% [280450/1251000] [224.2/1000.0] [batch_t 0.245 (0.235)] [data_t 0.011] [optim_t 0.234] [lr 0.002647] [CE 4.068 (4.541)] [KD 4.571 (4.721)] 2024-10-12 15:41:14,878 - Train: 22.42% [280500/1251000] [224.2/1000.0] [batch_t 0.251 (0.245)] [data_t 0.011] [optim_t 0.241] [lr 0.002647] [CE 4.694 (4.518)] [KD 4.562 (4.655)] 2024-10-12 15:41:26,975 - Train: 22.43% [280550/1251000] [224.3/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.002646] [CE 4.764 (4.429)] [KD 4.736 (4.609)] 2024-10-12 15:41:38,981 - Train: 22.43% [280600/1251000] [224.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.002646] [CE 4.160 (4.480)] [KD 4.372 (4.598)] 2024-10-12 15:41:51,107 - Train: 22.43% [280650/1251000] [224.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002646] [CE 4.370 (4.511)] [KD 4.698 (4.626)] 2024-10-12 15:42:03,689 - Train: 22.44% [280700/1251000] [224.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002646] [CE 4.357 (4.499)] [KD 4.911 (4.661)] 2024-10-12 15:42:15,906 - Train: 22.44% [280750/1251000] [224.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.002646] [CE 3.871 (4.502)] [KD 4.617 (4.722)] 2024-10-12 15:42:28,236 - Train: 22.45% [280800/1251000] [224.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.006] [optim_t 0.230] [lr 0.002646] [CE 4.246 (4.506)] [KD 4.847 (4.671)] 2024-10-12 15:42:40,216 - Train: 22.45% [280850/1251000] [224.5/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.002646] [CE 4.413 (4.513)] [KD 4.549 (4.691)] 2024-10-12 15:42:52,350 - Train: 22.45% [280900/1251000] [224.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002646] [CE 4.780 (4.472)] [KD 4.841 (4.663)] 2024-10-12 15:43:04,682 - Train: 22.46% [280950/1251000] [224.6/1000.0] [batch_t 0.474 (0.246)] [data_t 0.011] [optim_t 0.464] [lr 0.002645] [CE 4.580 (4.513)] [KD 4.546 (4.719)] 2024-10-12 15:43:17,165 - Train: 22.46% [281000/1251000] [224.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.007] [optim_t 0.226] [lr 0.002645] [CE 4.616 (4.570)] [KD 4.806 (4.789)] 2024-10-12 15:43:29,377 - Train: 22.47% [281050/1251000] [224.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002645] [CE 4.140 (4.514)] [KD 4.612 (4.753)] 2024-10-12 15:43:41,816 - Train: 22.47% [281100/1251000] [224.7/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.002645] [CE 4.599 (4.525)] [KD 4.624 (4.712)] 2024-10-12 15:43:54,006 - Train: 22.47% [281150/1251000] [224.7/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.002645] [CE 4.324 (4.556)] [KD 4.657 (4.721)] 2024-10-12 15:44:06,437 - Train: 22.48% [281200/1251000] [224.8/1000.0] [batch_t 0.486 (0.248)] [data_t 0.009] [optim_t 0.477] [lr 0.002645] [CE 4.351 (4.570)] [KD 4.458 (4.744)] 2024-10-12 15:44:18,504 - Train: 22.48% [281250/1251000] [224.8/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.002645] [CE 4.267 (4.540)] [KD 4.595 (4.664)] 2024-10-12 15:44:31,079 - Train: 22.49% [281300/1251000] [224.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.007] [optim_t 0.228] [lr 0.002645] [CE 4.204 (4.584)] [KD 4.491 (4.780)] 2024-10-12 15:44:43,231 - Train: 22.49% [281350/1251000] [224.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.002645] [CE 4.570 (4.482)] [KD 4.578 (4.737)] 2024-10-12 15:44:55,653 - Train: 22.49% [281400/1251000] [224.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.002644] [CE 4.507 (4.539)] [KD 4.738 (4.767)] 2024-10-12 15:45:08,182 - Train: 22.50% [281450/1251000] [225.0/1000.0] [batch_t 0.231 (0.250)] [data_t 0.008] [optim_t 0.223] [lr 0.002644] [CE 4.707 (4.533)] [KD 4.724 (4.735)] 2024-10-12 15:45:24,533 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.200)] [top1_cnt 34901] [top5_cnt 44878] [top_all 50000] 2024-10-12 15:45:24,534 - net: 69.802 (89.756) 2024-10-12 15:45:34,721 - Test (net_E): 100.00% [50/50] [batch_t 0.322 (0.187)] [top1_cnt 37900] [top5_cnt 46363] [top_all 50000] 2024-10-12 15:45:34,722 - net_E: 75.800 (92.726) 2024-10-12 15:45:34,918 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.830 (epoch: 224)] 2024-10-12 15:45:34,918 - ==> Total time: 19:07:27 Eta: 2 days, 17:52:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:45:53,092 - Train: 22.50% [281500/1251000] [225.0/1000.0] [batch_t 0.239 (0.274)] [data_t 0.010] [optim_t 0.230] [lr 0.002644] [CE 4.747 (4.530)] [KD 4.888 (4.791)] 2024-10-12 15:46:05,746 - Train: 22.51% [281550/1251000] [225.1/1000.0] [batch_t 0.267 (0.253)] [data_t 0.011] [optim_t 0.256] [lr 0.002644] [CE 4.404 (4.494)] [KD 4.505 (4.731)] 2024-10-12 15:46:19,495 - Train: 22.51% [281600/1251000] [225.1/1000.0] [batch_t 0.241 (0.275)] [data_t 0.011] [optim_t 0.231] [lr 0.002644] [CE 4.219 (4.471)] [KD 4.542 (4.698)] 2024-10-12 15:46:31,932 - Train: 22.51% [281650/1251000] [225.1/1000.0] [batch_t 0.259 (0.249)] [data_t 0.007] [optim_t 0.251] [lr 0.002644] [CE 4.669 (4.530)] [KD 4.464 (4.686)] 2024-10-12 15:46:44,081 - Train: 22.52% [281700/1251000] [225.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.229] [lr 0.002644] [CE 4.962 (4.510)] [KD 4.763 (4.686)] 2024-10-12 15:46:56,215 - Train: 22.52% [281750/1251000] [225.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.011] [optim_t 0.224] [lr 0.002644] [CE 4.465 (4.534)] [KD 4.524 (4.748)] 2024-10-12 15:47:09,029 - Train: 22.53% [281800/1251000] [225.3/1000.0] [batch_t 0.219 (0.256)] [data_t 0.006] [optim_t 0.213] [lr 0.002643] [CE 5.112 (4.557)] [KD 5.027 (4.750)] 2024-10-12 15:47:21,054 - Train: 22.53% [281850/1251000] [225.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.002643] [CE 4.239 (4.519)] [KD 4.387 (4.711)] 2024-10-12 15:47:33,640 - Train: 22.53% [281900/1251000] [225.3/1000.0] [batch_t 0.250 (0.252)] [data_t 0.007] [optim_t 0.243] [lr 0.002643] [CE 4.883 (4.499)] [KD 4.670 (4.768)] 2024-10-12 15:47:45,769 - Train: 22.54% [281950/1251000] [225.4/1000.0] [batch_t 0.246 (0.242)] [data_t 0.006] [optim_t 0.240] [lr 0.002643] [CE 4.710 (4.473)] [KD 4.726 (4.643)] 2024-10-12 15:47:58,763 - Train: 22.54% [282000/1251000] [225.4/1000.0] [batch_t 0.519 (0.260)] [data_t 0.008] [optim_t 0.511] [lr 0.002643] [CE 4.907 (4.473)] [KD 5.081 (4.683)] 2024-10-12 15:48:11,138 - Train: 22.55% [282050/1251000] [225.5/1000.0] [batch_t 0.246 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.002643] [CE 4.496 (4.490)] [KD 4.912 (4.746)] 2024-10-12 15:48:23,311 - Train: 22.55% [282100/1251000] [225.5/1000.0] [batch_t 0.249 (0.243)] [data_t 0.010] [optim_t 0.239] [lr 0.002643] [CE 4.437 (4.500)] [KD 4.999 (4.681)] 2024-10-12 15:48:35,494 - Train: 22.55% [282150/1251000] [225.5/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002643] [CE 4.501 (4.581)] [KD 4.642 (4.679)] 2024-10-12 15:48:48,914 - Train: 22.56% [282200/1251000] [225.6/1000.0] [batch_t 0.244 (0.268)] [data_t 0.008] [optim_t 0.236] [lr 0.002642] [CE 4.887 (4.518)] [KD 5.090 (4.604)] 2024-10-12 15:49:01,402 - Train: 22.56% [282250/1251000] [225.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.008] [optim_t 0.225] [lr 0.002642] [CE 4.074 (4.487)] [KD 4.355 (4.616)] 2024-10-12 15:49:13,517 - Train: 22.57% [282300/1251000] [225.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.002642] [CE 3.903 (4.488)] [KD 4.694 (4.648)] 2024-10-12 15:49:26,015 - Train: 22.57% [282350/1251000] [225.7/1000.0] [batch_t 0.246 (0.250)] [data_t 0.010] [optim_t 0.236] [lr 0.002642] [CE 4.590 (4.494)] [KD 4.834 (4.665)] 2024-10-12 15:49:38,656 - Train: 22.57% [282400/1251000] [225.7/1000.0] [batch_t 0.242 (0.253)] [data_t 0.011] [optim_t 0.231] [lr 0.002642] [CE 4.223 (4.565)] [KD 4.774 (4.677)] 2024-10-12 15:49:50,750 - Train: 22.58% [282450/1251000] [225.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.012] [optim_t 0.224] [lr 0.002642] [CE 4.780 (4.523)] [KD 4.958 (4.655)] 2024-10-12 15:50:03,566 - Train: 22.58% [282500/1251000] [225.8/1000.0] [batch_t 0.256 (0.256)] [data_t 0.010] [optim_t 0.246] [lr 0.002642] [CE 4.162 (4.505)] [KD 4.698 (4.671)] 2024-10-12 15:50:15,849 - Train: 22.59% [282550/1251000] [225.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.002642] [CE 4.873 (4.462)] [KD 4.609 (4.646)] 2024-10-12 15:50:28,931 - Train: 22.59% [282600/1251000] [225.9/1000.0] [batch_t 0.250 (0.261)] [data_t 0.009] [optim_t 0.241] [lr 0.002641] [CE 4.945 (4.532)] [KD 4.926 (4.687)] 2024-10-12 15:50:41,355 - Train: 22.59% [282650/1251000] [225.9/1000.0] [batch_t 0.227 (0.248)] [data_t 0.007] [optim_t 0.220] [lr 0.002641] [CE 4.539 (4.468)] [KD 4.748 (4.662)] 2024-10-12 15:50:53,161 - Train: 22.60% [282700/1251000] [226.0/1000.0] [batch_t 0.245 (0.236)] [data_t 0.011] [optim_t 0.234] [lr 0.002641] [CE 4.417 (4.538)] [KD 4.758 (4.666)] 2024-10-12 15:51:08,198 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.173)] [top1_cnt 35292] [top5_cnt 45066] [top_all 50000] 2024-10-12 15:51:08,199 - net: 70.584 (90.132) 2024-10-12 15:51:18,241 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.184)] [top1_cnt 37883] [top5_cnt 46387] [top_all 50000] 2024-10-12 15:51:18,242 - net_E: 75.766 (92.774) 2024-10-12 15:51:18,447 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.830 (epoch: 224)] 2024-10-12 15:51:18,448 - ==> Total time: 19:13:11 Eta: 2 days, 17:49:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:51:27,988 - Train: 22.60% [282750/1251000] [226.0/1000.0] [batch_t 0.241 (0.268)] [data_t 0.010] [optim_t 0.231] [lr 0.002641] [CE 4.950 (4.494)] [KD 4.852 (4.628)] 2024-10-12 15:51:40,647 - Train: 22.61% [282800/1251000] [226.1/1000.0] [batch_t 0.244 (0.253)] [data_t 0.009] [optim_t 0.235] [lr 0.002641] [CE 3.971 (4.496)] [KD 4.383 (4.623)] 2024-10-12 15:51:53,517 - Train: 22.61% [282850/1251000] [226.1/1000.0] [batch_t 0.247 (0.257)] [data_t 0.010] [optim_t 0.237] [lr 0.002641] [CE 4.703 (4.522)] [KD 4.699 (4.719)] 2024-10-12 15:52:05,591 - Train: 22.61% [282900/1251000] [226.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.002641] [CE 4.573 (4.517)] [KD 4.823 (4.701)] 2024-10-12 15:52:17,663 - Train: 22.62% [282950/1251000] [226.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002641] [CE 4.486 (4.484)] [KD 4.422 (4.650)] 2024-10-12 15:52:30,084 - Train: 22.62% [283000/1251000] [226.2/1000.0] [batch_t 0.231 (0.248)] [data_t 0.010] [optim_t 0.222] [lr 0.002641] [CE 4.709 (4.488)] [KD 4.910 (4.706)] 2024-10-12 15:52:41,926 - Train: 22.63% [283050/1251000] [226.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.002640] [CE 4.837 (4.528)] [KD 4.647 (4.755)] 2024-10-12 15:52:54,167 - Train: 22.63% [283100/1251000] [226.3/1000.0] [batch_t 0.224 (0.245)] [data_t 0.006] [optim_t 0.218] [lr 0.002640] [CE 4.912 (4.489)] [KD 5.012 (4.681)] 2024-10-12 15:53:06,377 - Train: 22.63% [283150/1251000] [226.3/1000.0] [batch_t 0.474 (0.244)] [data_t 0.007] [optim_t 0.466] [lr 0.002640] [CE 4.522 (4.510)] [KD 4.415 (4.701)] 2024-10-12 15:53:18,586 - Train: 22.64% [283200/1251000] [226.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.006] [optim_t 0.229] [lr 0.002640] [CE 4.371 (4.549)] [KD 4.721 (4.700)] 2024-10-12 15:53:30,850 - Train: 22.64% [283250/1251000] [226.4/1000.0] [batch_t 0.225 (0.245)] [data_t 0.010] [optim_t 0.215] [lr 0.002640] [CE 4.793 (4.507)] [KD 5.006 (4.687)] 2024-10-12 15:53:42,598 - Train: 22.65% [283300/1251000] [226.5/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.002640] [CE 4.291 (4.486)] [KD 4.373 (4.657)] 2024-10-12 15:53:54,433 - Train: 22.65% [283350/1251000] [226.5/1000.0] [batch_t 0.243 (0.236)] [data_t 0.010] [optim_t 0.232] [lr 0.002640] [CE 4.293 (4.530)] [KD 4.458 (4.649)] 2024-10-12 15:54:07,086 - Train: 22.65% [283400/1251000] [226.5/1000.0] [batch_t 0.248 (0.253)] [data_t 0.008] [optim_t 0.240] [lr 0.002640] [CE 3.636 (4.446)] [KD 4.370 (4.654)] 2024-10-12 15:54:19,484 - Train: 22.66% [283450/1251000] [226.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.007] [optim_t 0.235] [lr 0.002639] [CE 4.187 (4.498)] [KD 4.713 (4.706)] 2024-10-12 15:54:32,103 - Train: 22.66% [283500/1251000] [226.6/1000.0] [batch_t 0.225 (0.252)] [data_t 0.010] [optim_t 0.215] [lr 0.002639] [CE 4.461 (4.547)] [KD 4.626 (4.793)] 2024-10-12 15:54:43,946 - Train: 22.67% [283550/1251000] [226.7/1000.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.002639] [CE 4.063 (4.473)] [KD 4.399 (4.659)] 2024-10-12 15:54:56,138 - Train: 22.67% [283600/1251000] [226.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.008] [optim_t 0.227] [lr 0.002639] [CE 4.689 (4.481)] [KD 4.865 (4.643)] 2024-10-12 15:55:08,361 - Train: 22.67% [283650/1251000] [226.7/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.002639] [CE 4.074 (4.514)] [KD 4.648 (4.681)] 2024-10-12 15:55:20,691 - Train: 22.68% [283700/1251000] [226.8/1000.0] [batch_t 0.241 (0.246)] [data_t 0.008] [optim_t 0.233] [lr 0.002639] [CE 4.458 (4.489)] [KD 4.475 (4.739)] 2024-10-12 15:55:33,408 - Train: 22.68% [283750/1251000] [226.8/1000.0] [batch_t 0.463 (0.254)] [data_t 0.009] [optim_t 0.454] [lr 0.002639] [CE 4.541 (4.514)] [KD 4.757 (4.739)] 2024-10-12 15:55:45,327 - Train: 22.69% [283800/1251000] [226.9/1000.0] [batch_t 0.221 (0.238)] [data_t 0.007] [optim_t 0.214] [lr 0.002639] [CE 4.598 (4.487)] [KD 4.599 (4.709)] 2024-10-12 15:55:57,945 - Train: 22.69% [283850/1251000] [226.9/1000.0] [batch_t 0.236 (0.252)] [data_t 0.010] [optim_t 0.225] [lr 0.002638] [CE 4.596 (4.497)] [KD 4.680 (4.680)] 2024-10-12 15:56:10,571 - Train: 22.69% [283900/1251000] [226.9/1000.0] [batch_t 0.226 (0.252)] [data_t 0.009] [optim_t 0.217] [lr 0.002638] [CE 4.104 (4.508)] [KD 4.501 (4.715)] 2024-10-12 15:56:22,853 - Train: 22.70% [283950/1251000] [227.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.010] [optim_t 0.225] [lr 0.002638] [CE 4.971 (4.607)] [KD 4.926 (4.809)] 2024-10-12 15:56:38,664 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.180)] [top1_cnt 35074] [top5_cnt 45046] [top_all 50000] 2024-10-12 15:56:38,664 - net: 70.148 (90.092) 2024-10-12 15:56:49,149 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.193)] [top1_cnt 37885] [top5_cnt 46368] [top_all 50000] 2024-10-12 15:56:49,150 - net_E: 75.770 (92.736) 2024-10-12 15:56:49,353 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.830 (epoch: 224)] 2024-10-12 15:56:49,354 - ==> Total time: 19:18:42 Eta: 2 days, 17:45:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 15:56:58,636 - Train: 22.70% [284000/1251000] [227.0/1000.0] [batch_t 0.235 (0.267)] [data_t 0.009] [optim_t 0.226] [lr 0.002638] [CE 4.358 (4.517)] [KD 4.595 (4.688)] 2024-10-12 15:57:10,794 - Train: 22.71% [284050/1251000] [227.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.227] [lr 0.002638] [CE 4.490 (4.542)] [KD 4.484 (4.680)] 2024-10-12 15:57:23,809 - Train: 22.71% [284100/1251000] [227.1/1000.0] [batch_t 0.234 (0.260)] [data_t 0.010] [optim_t 0.223] [lr 0.002638] [CE 4.477 (4.459)] [KD 4.607 (4.651)] 2024-10-12 15:57:36,021 - Train: 22.71% [284150/1251000] [227.1/1000.0] [batch_t 0.242 (0.244)] [data_t 0.007] [optim_t 0.235] [lr 0.002638] [CE 4.586 (4.512)] [KD 4.657 (4.703)] 2024-10-12 15:57:48,273 - Train: 22.72% [284200/1251000] [227.2/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.002638] [CE 4.387 (4.493)] [KD 4.518 (4.690)] 2024-10-12 15:58:00,444 - Train: 22.72% [284250/1251000] [227.2/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002637] [CE 4.754 (4.540)] [KD 5.026 (4.724)] 2024-10-12 15:58:13,054 - Train: 22.73% [284300/1251000] [227.3/1000.0] [batch_t 0.259 (0.252)] [data_t 0.008] [optim_t 0.251] [lr 0.002637] [CE 4.266 (4.456)] [KD 4.368 (4.646)] 2024-10-12 15:58:25,354 - Train: 22.73% [284350/1251000] [227.3/1000.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.217] [lr 0.002637] [CE 3.922 (4.490)] [KD 4.341 (4.653)] 2024-10-12 15:58:38,058 - Train: 22.73% [284400/1251000] [227.3/1000.0] [batch_t 0.217 (0.254)] [data_t 0.009] [optim_t 0.208] [lr 0.002637] [CE 4.742 (4.459)] [KD 4.833 (4.655)] 2024-10-12 15:58:50,235 - Train: 22.74% [284450/1251000] [227.4/1000.0] [batch_t 0.231 (0.243)] [data_t 0.010] [optim_t 0.221] [lr 0.002637] [CE 4.492 (4.494)] [KD 4.508 (4.664)] 2024-10-12 15:59:02,870 - Train: 22.74% [284500/1251000] [227.4/1000.0] [batch_t 0.256 (0.253)] [data_t 0.010] [optim_t 0.246] [lr 0.002637] [CE 4.296 (4.472)] [KD 4.360 (4.623)] 2024-10-12 15:59:14,850 - Train: 22.75% [284550/1251000] [227.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.002637] [CE 4.758 (4.509)] [KD 4.914 (4.693)] 2024-10-12 15:59:27,009 - Train: 22.75% [284600/1251000] [227.5/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.002637] [CE 4.548 (4.539)] [KD 4.826 (4.692)] 2024-10-12 15:59:39,223 - Train: 22.75% [284650/1251000] [227.5/1000.0] [batch_t 0.229 (0.244)] [data_t 0.006] [optim_t 0.223] [lr 0.002636] [CE 4.676 (4.464)] [KD 4.739 (4.707)] 2024-10-12 15:59:51,539 - Train: 22.76% [284700/1251000] [227.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.002636] [CE 5.094 (4.501)] [KD 4.976 (4.720)] 2024-10-12 16:00:03,838 - Train: 22.76% [284750/1251000] [227.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.007] [optim_t 0.228] [lr 0.002636] [CE 4.758 (4.491)] [KD 4.557 (4.629)] 2024-10-12 16:00:16,000 - Train: 22.77% [284800/1251000] [227.7/1000.0] [batch_t 0.225 (0.243)] [data_t 0.007] [optim_t 0.219] [lr 0.002636] [CE 4.411 (4.528)] [KD 4.582 (4.632)] 2024-10-12 16:00:28,510 - Train: 22.77% [284850/1251000] [227.7/1000.0] [batch_t 0.244 (0.250)] [data_t 0.007] [optim_t 0.238] [lr 0.002636] [CE 4.357 (4.545)] [KD 4.569 (4.695)] 2024-10-12 16:00:40,790 - Train: 22.77% [284900/1251000] [227.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.002636] [CE 4.360 (4.522)] [KD 4.628 (4.649)] 2024-10-12 16:00:52,703 - Train: 22.78% [284950/1251000] [227.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002636] [CE 4.289 (4.524)] [KD 4.392 (4.651)] 2024-10-12 16:01:04,702 - Train: 22.78% [285000/1251000] [227.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002636] [CE 4.473 (4.531)] [KD 4.646 (4.640)] 2024-10-12 16:01:17,389 - Train: 22.79% [285050/1251000] [227.9/1000.0] [batch_t 0.245 (0.254)] [data_t 0.010] [optim_t 0.235] [lr 0.002636] [CE 4.252 (4.491)] [KD 4.669 (4.607)] 2024-10-12 16:01:30,400 - Train: 22.79% [285100/1251000] [227.9/1000.0] [batch_t 0.239 (0.260)] [data_t 0.010] [optim_t 0.229] [lr 0.002635] [CE 4.963 (4.494)] [KD 4.946 (4.677)] 2024-10-12 16:01:42,499 - Train: 22.79% [285150/1251000] [227.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.002635] [CE 4.602 (4.488)] [KD 4.379 (4.665)] 2024-10-12 16:01:54,213 - Train: 22.80% [285200/1251000] [228.0/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.002635] [CE 4.534 (4.443)] [KD 4.794 (4.622)] 2024-10-12 16:02:10,062 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.176)] [top1_cnt 35096] [top5_cnt 45004] [top_all 50000] 2024-10-12 16:02:10,062 - net: 70.192 (90.008) 2024-10-12 16:02:19,550 - Test (net_E): 100.00% [50/50] [batch_t 0.202 (0.173)] [top1_cnt 37900] [top5_cnt 46364] [top_all 50000] 2024-10-12 16:02:19,550 - net_E: 75.800 (92.728) 2024-10-12 16:02:19,774 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.830 (epoch: 224)] 2024-10-12 16:02:19,775 - ==> Total time: 19:24:12 Eta: 2 days, 17:41:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:02:29,410 - Train: 22.80% [285250/1251000] [228.0/1000.0] [batch_t 0.221 (0.293)] [data_t 0.008] [optim_t 0.213] [lr 0.002635] [CE 4.404 (4.533)] [KD 4.462 (4.529)] 2024-10-12 16:02:41,505 - Train: 22.81% [285300/1251000] [228.1/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.002635] [CE 4.061 (4.506)] [KD 4.989 (4.797)] 2024-10-12 16:02:53,719 - Train: 22.81% [285350/1251000] [228.1/1000.0] [batch_t 0.260 (0.244)] [data_t 0.011] [optim_t 0.249] [lr 0.002635] [CE 4.684 (4.547)] [KD 4.642 (4.798)] 2024-10-12 16:03:06,106 - Train: 22.81% [285400/1251000] [228.1/1000.0] [batch_t 0.242 (0.248)] [data_t 0.006] [optim_t 0.235] [lr 0.002635] [CE 4.660 (4.509)] [KD 4.573 (4.673)] 2024-10-12 16:03:18,679 - Train: 22.82% [285450/1251000] [228.2/1000.0] [batch_t 0.231 (0.251)] [data_t 0.010] [optim_t 0.221] [lr 0.002635] [CE 4.775 (4.441)] [KD 4.789 (4.632)] 2024-10-12 16:03:30,505 - Train: 22.82% [285500/1251000] [228.2/1000.0] [batch_t 0.243 (0.236)] [data_t 0.007] [optim_t 0.236] [lr 0.002634] [CE 4.738 (4.609)] [KD 4.782 (4.659)] 2024-10-12 16:03:42,750 - Train: 22.83% [285550/1251000] [228.3/1000.0] [batch_t 0.247 (0.245)] [data_t 0.010] [optim_t 0.237] [lr 0.002634] [CE 4.421 (4.475)] [KD 4.609 (4.655)] 2024-10-12 16:03:55,338 - Train: 22.83% [285600/1251000] [228.3/1000.0] [batch_t 0.237 (0.252)] [data_t 0.007] [optim_t 0.230] [lr 0.002634] [CE 4.454 (4.517)] [KD 4.703 (4.719)] 2024-10-12 16:04:07,666 - Train: 22.83% [285650/1251000] [228.3/1000.0] [batch_t 0.221 (0.246)] [data_t 0.007] [optim_t 0.215] [lr 0.002634] [CE 4.966 (4.544)] [KD 4.760 (4.707)] 2024-10-12 16:04:19,957 - Train: 22.84% [285700/1251000] [228.4/1000.0] [batch_t 0.250 (0.246)] [data_t 0.008] [optim_t 0.242] [lr 0.002634] [CE 4.427 (4.554)] [KD 4.569 (4.683)] 2024-10-12 16:04:32,893 - Train: 22.84% [285750/1251000] [228.4/1000.0] [batch_t 0.238 (0.259)] [data_t 0.010] [optim_t 0.228] [lr 0.002634] [CE 4.615 (4.468)] [KD 4.565 (4.589)] 2024-10-12 16:04:44,928 - Train: 22.85% [285800/1251000] [228.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.002634] [CE 4.379 (4.510)] [KD 4.625 (4.716)] 2024-10-12 16:04:57,055 - Train: 22.85% [285850/1251000] [228.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.002634] [CE 4.098 (4.494)] [KD 4.524 (4.759)] 2024-10-12 16:05:09,762 - Train: 22.85% [285900/1251000] [228.5/1000.0] [batch_t 0.230 (0.254)] [data_t 0.006] [optim_t 0.224] [lr 0.002633] [CE 4.250 (4.510)] [KD 4.572 (4.760)] 2024-10-12 16:05:22,422 - Train: 22.86% [285950/1251000] [228.6/1000.0] [batch_t 0.252 (0.253)] [data_t 0.007] [optim_t 0.245] [lr 0.002633] [CE 4.511 (4.479)] [KD 4.755 (4.701)] 2024-10-12 16:05:35,048 - Train: 22.86% [286000/1251000] [228.6/1000.0] [batch_t 0.245 (0.252)] [data_t 0.010] [optim_t 0.235] [lr 0.002633] [CE 4.394 (4.525)] [KD 4.640 (4.695)] 2024-10-12 16:05:47,741 - Train: 22.87% [286050/1251000] [228.7/1000.0] [batch_t 0.239 (0.254)] [data_t 0.010] [optim_t 0.229] [lr 0.002633] [CE 4.338 (4.505)] [KD 4.886 (4.712)] 2024-10-12 16:06:00,019 - Train: 22.87% [286100/1251000] [228.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002633] [CE 4.369 (4.533)] [KD 4.549 (4.690)] 2024-10-12 16:06:12,851 - Train: 22.87% [286150/1251000] [228.7/1000.0] [batch_t 0.251 (0.256)] [data_t 0.007] [optim_t 0.244] [lr 0.002633] [CE 3.854 (4.487)] [KD 4.311 (4.671)] 2024-10-12 16:06:26,022 - Train: 22.88% [286200/1251000] [228.8/1000.0] [batch_t 0.238 (0.263)] [data_t 0.007] [optim_t 0.231] [lr 0.002633] [CE 4.321 (4.516)] [KD 4.485 (4.687)] 2024-10-12 16:06:38,481 - Train: 22.88% [286250/1251000] [228.8/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002633] [CE 4.952 (4.516)] [KD 4.927 (4.688)] 2024-10-12 16:06:50,860 - Train: 22.89% [286300/1251000] [228.9/1000.0] [batch_t 0.241 (0.247)] [data_t 0.011] [optim_t 0.231] [lr 0.002632] [CE 4.521 (4.531)] [KD 4.837 (4.656)] 2024-10-12 16:07:03,983 - Train: 22.89% [286350/1251000] [228.9/1000.0] [batch_t 0.232 (0.262)] [data_t 0.011] [optim_t 0.221] [lr 0.002632] [CE 4.505 (4.521)] [KD 4.694 (4.689)] 2024-10-12 16:07:16,028 - Train: 22.89% [286400/1251000] [228.9/1000.0] [batch_t 0.241 (0.241)] [data_t 0.008] [optim_t 0.233] [lr 0.002632] [CE 4.870 (4.432)] [KD 4.549 (4.576)] 2024-10-12 16:07:28,383 - Train: 22.90% [286450/1251000] [229.0/1000.0] [batch_t 0.246 (0.247)] [data_t 0.007] [optim_t 0.239] [lr 0.002632] [CE 4.676 (4.510)] [KD 4.932 (4.718)] 2024-10-12 16:07:43,924 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 34905] [top5_cnt 44941] [top_all 50000] 2024-10-12 16:07:43,925 - net: 69.810 (89.882) 2024-10-12 16:07:53,956 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.183)] [top1_cnt 37920] [top5_cnt 46383] [top_all 50000] 2024-10-12 16:07:53,956 - net_E: 75.840 (92.766) 2024-10-12 16:07:54,212 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.840 (epoch: 229)] 2024-10-12 16:07:54,213 - ==> Total time: 19:29:47 Eta: 2 days, 17:38:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:08:14,438 - Train: 22.90% [286500/1251000] [229.0/1000.0] [batch_t 0.441 (0.287)] [data_t 0.007] [optim_t 0.433] [lr 0.002632] [CE 4.741 (4.558)] [KD 4.638 (4.639)] 2024-10-12 16:08:27,136 - Train: 22.91% [286550/1251000] [229.1/1000.0] [batch_t 0.238 (0.254)] [data_t 0.008] [optim_t 0.230] [lr 0.002632] [CE 4.896 (4.515)] [KD 4.697 (4.685)] 2024-10-12 16:08:39,995 - Train: 22.91% [286600/1251000] [229.1/1000.0] [batch_t 0.242 (0.257)] [data_t 0.009] [optim_t 0.233] [lr 0.002632] [CE 4.869 (4.495)] [KD 4.975 (4.653)] 2024-10-12 16:08:52,048 - Train: 22.91% [286650/1251000] [229.1/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.002632] [CE 4.545 (4.492)] [KD 4.866 (4.751)] 2024-10-12 16:09:04,137 - Train: 22.92% [286700/1251000] [229.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.002631] [CE 4.358 (4.432)] [KD 4.506 (4.687)] 2024-10-12 16:09:16,452 - Train: 22.92% [286750/1251000] [229.2/1000.0] [batch_t 0.225 (0.246)] [data_t 0.008] [optim_t 0.217] [lr 0.002631] [CE 4.362 (4.507)] [KD 5.032 (4.685)] 2024-10-12 16:09:28,793 - Train: 22.93% [286800/1251000] [229.3/1000.0] [batch_t 0.251 (0.247)] [data_t 0.009] [optim_t 0.242] [lr 0.002631] [CE 4.561 (4.528)] [KD 4.703 (4.721)] 2024-10-12 16:09:41,453 - Train: 22.93% [286850/1251000] [229.3/1000.0] [batch_t 0.246 (0.253)] [data_t 0.006] [optim_t 0.240] [lr 0.002631] [CE 4.485 (4.504)] [KD 4.787 (4.700)] 2024-10-12 16:09:53,567 - Train: 22.93% [286900/1251000] [229.3/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.002631] [CE 4.288 (4.505)] [KD 4.693 (4.652)] 2024-10-12 16:10:06,043 - Train: 22.94% [286950/1251000] [229.4/1000.0] [batch_t 0.247 (0.249)] [data_t 0.009] [optim_t 0.238] [lr 0.002631] [CE 4.363 (4.538)] [KD 4.600 (4.752)] 2024-10-12 16:10:18,345 - Train: 22.94% [287000/1251000] [229.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002631] [CE 3.559 (4.510)] [KD 4.589 (4.788)] 2024-10-12 16:10:30,425 - Train: 22.95% [287050/1251000] [229.5/1000.0] [batch_t 0.240 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.002631] [CE 3.996 (4.539)] [KD 4.150 (4.689)] 2024-10-12 16:10:43,253 - Train: 22.95% [287100/1251000] [229.5/1000.0] [batch_t 0.243 (0.256)] [data_t 0.007] [optim_t 0.236] [lr 0.002630] [CE 4.572 (4.586)] [KD 4.635 (4.713)] 2024-10-12 16:10:55,394 - Train: 22.95% [287150/1251000] [229.5/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.002630] [CE 4.268 (4.516)] [KD 4.655 (4.614)] 2024-10-12 16:11:07,598 - Train: 22.96% [287200/1251000] [229.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.002630] [CE 4.359 (4.516)] [KD 4.400 (4.697)] 2024-10-12 16:11:19,690 - Train: 22.96% [287250/1251000] [229.6/1000.0] [batch_t 0.246 (0.242)] [data_t 0.007] [optim_t 0.239] [lr 0.002630] [CE 4.487 (4.489)] [KD 4.496 (4.648)] 2024-10-12 16:11:31,875 - Train: 22.97% [287300/1251000] [229.7/1000.0] [batch_t 0.440 (0.244)] [data_t 0.007] [optim_t 0.433] [lr 0.002630] [CE 4.742 (4.478)] [KD 4.532 (4.616)] 2024-10-12 16:11:44,142 - Train: 22.97% [287350/1251000] [229.7/1000.0] [batch_t 0.246 (0.245)] [data_t 0.010] [optim_t 0.235] [lr 0.002630] [CE 4.663 (4.413)] [KD 4.671 (4.572)] 2024-10-12 16:11:57,121 - Train: 22.97% [287400/1251000] [229.7/1000.0] [batch_t 0.250 (0.259)] [data_t 0.007] [optim_t 0.243] [lr 0.002630] [CE 4.865 (4.493)] [KD 4.522 (4.589)] 2024-10-12 16:12:09,609 - Train: 22.98% [287450/1251000] [229.8/1000.0] [batch_t 0.266 (0.250)] [data_t 0.007] [optim_t 0.259] [lr 0.002630] [CE 4.553 (4.503)] [KD 4.393 (4.668)] 2024-10-12 16:12:21,568 - Train: 22.98% [287500/1251000] [229.8/1000.0] [batch_t 0.248 (0.239)] [data_t 0.007] [optim_t 0.241] [lr 0.002629] [CE 5.074 (4.467)] [KD 4.726 (4.606)] 2024-10-12 16:12:34,125 - Train: 22.99% [287550/1251000] [229.9/1000.0] [batch_t 0.245 (0.251)] [data_t 0.009] [optim_t 0.237] [lr 0.002629] [CE 4.442 (4.510)] [KD 4.693 (4.670)] 2024-10-12 16:12:46,445 - Train: 22.99% [287600/1251000] [229.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.010] [optim_t 0.228] [lr 0.002629] [CE 4.644 (4.486)] [KD 4.983 (4.697)] 2024-10-12 16:12:58,564 - Train: 22.99% [287650/1251000] [229.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.011] [optim_t 0.223] [lr 0.002629] [CE 4.965 (4.484)] [KD 4.575 (4.645)] 2024-10-12 16:13:11,529 - Train: 23.00% [287700/1251000] [230.0/1000.0] [batch_t 0.247 (0.259)] [data_t 0.007] [optim_t 0.239] [lr 0.002629] [CE 4.723 (4.570)] [KD 4.654 (4.640)] 2024-10-12 16:13:27,795 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 35164] [top5_cnt 45006] [top_all 50000] 2024-10-12 16:13:27,796 - net: 70.328 (90.012) 2024-10-12 16:13:37,436 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.175)] [top1_cnt 37940] [top5_cnt 46399] [top_all 50000] 2024-10-12 16:13:37,437 - net_E: 75.880 (92.798) 2024-10-12 16:13:37,687 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 16:13:37,688 - ==> Total time: 19:35:30 Eta: 2 days, 17:35:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:13:55,640 - Train: 23.00% [287750/1251000] [230.0/1000.0] [batch_t 0.244 (0.275)] [data_t 0.011] [optim_t 0.233] [lr 0.002629] [CE 4.633 (4.450)] [KD 4.724 (4.569)] 2024-10-12 16:14:07,907 - Train: 23.01% [287800/1251000] [230.1/1000.0] [batch_t 0.252 (0.245)] [data_t 0.008] [optim_t 0.244] [lr 0.002629] [CE 4.998 (4.520)] [KD 4.884 (4.602)] 2024-10-12 16:14:20,437 - Train: 23.01% [287850/1251000] [230.1/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.002629] [CE 4.483 (4.489)] [KD 4.846 (4.614)] 2024-10-12 16:14:32,832 - Train: 23.01% [287900/1251000] [230.1/1000.0] [batch_t 0.230 (0.248)] [data_t 0.010] [optim_t 0.220] [lr 0.002628] [CE 4.562 (4.514)] [KD 4.829 (4.597)] 2024-10-12 16:14:45,301 - Train: 23.02% [287950/1251000] [230.2/1000.0] [batch_t 0.236 (0.249)] [data_t 0.007] [optim_t 0.229] [lr 0.002628] [CE 4.487 (4.549)] [KD 4.547 (4.663)] 2024-10-12 16:14:57,452 - Train: 23.02% [288000/1251000] [230.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.002628] [CE 4.549 (4.583)] [KD 4.720 (4.774)] 2024-10-12 16:15:09,694 - Train: 23.03% [288050/1251000] [230.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.002628] [CE 5.009 (4.475)] [KD 4.846 (4.658)] 2024-10-12 16:15:21,873 - Train: 23.03% [288100/1251000] [230.3/1000.0] [batch_t 0.461 (0.243)] [data_t 0.010] [optim_t 0.452] [lr 0.002628] [CE 4.881 (4.444)] [KD 5.281 (4.639)] 2024-10-12 16:15:34,150 - Train: 23.03% [288150/1251000] [230.3/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.002628] [CE 4.650 (4.481)] [KD 4.268 (4.671)] 2024-10-12 16:15:45,732 - Train: 23.04% [288200/1251000] [230.4/1000.0] [batch_t 0.238 (0.231)] [data_t 0.010] [optim_t 0.228] [lr 0.002628] [CE 4.646 (4.510)] [KD 4.786 (4.622)] 2024-10-12 16:15:57,673 - Train: 23.04% [288250/1251000] [230.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002628] [CE 5.106 (4.515)] [KD 5.088 (4.704)] 2024-10-12 16:16:09,865 - Train: 23.05% [288300/1251000] [230.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.002628] [CE 4.473 (4.512)] [KD 4.500 (4.696)] 2024-10-12 16:16:22,417 - Train: 23.05% [288350/1251000] [230.5/1000.0] [batch_t 0.228 (0.251)] [data_t 0.008] [optim_t 0.220] [lr 0.002627] [CE 4.295 (4.532)] [KD 4.679 (4.695)] 2024-10-12 16:16:34,530 - Train: 23.05% [288400/1251000] [230.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.002627] [CE 4.387 (4.533)] [KD 4.604 (4.732)] 2024-10-12 16:16:47,239 - Train: 23.06% [288450/1251000] [230.6/1000.0] [batch_t 0.240 (0.254)] [data_t 0.007] [optim_t 0.233] [lr 0.002627] [CE 4.355 (4.556)] [KD 4.429 (4.728)] 2024-10-12 16:16:59,670 - Train: 23.06% [288500/1251000] [230.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.007] [optim_t 0.231] [lr 0.002627] [CE 4.251 (4.482)] [KD 4.430 (4.662)] 2024-10-12 16:17:12,409 - Train: 23.07% [288550/1251000] [230.7/1000.0] [batch_t 0.227 (0.255)] [data_t 0.008] [optim_t 0.219] [lr 0.002627] [CE 4.807 (4.470)] [KD 4.856 (4.678)] 2024-10-12 16:17:24,646 - Train: 23.07% [288600/1251000] [230.7/1000.0] [batch_t 0.228 (0.245)] [data_t 0.011] [optim_t 0.217] [lr 0.002627] [CE 4.745 (4.428)] [KD 4.886 (4.682)] 2024-10-12 16:17:36,643 - Train: 23.07% [288650/1251000] [230.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.002627] [CE 4.645 (4.504)] [KD 5.242 (4.705)] 2024-10-12 16:17:49,146 - Train: 23.08% [288700/1251000] [230.8/1000.0] [batch_t 0.227 (0.250)] [data_t 0.007] [optim_t 0.220] [lr 0.002627] [CE 4.031 (4.476)] [KD 4.484 (4.680)] 2024-10-12 16:18:01,918 - Train: 23.08% [288750/1251000] [230.8/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.232] [lr 0.002626] [CE 4.557 (4.374)] [KD 4.950 (4.650)] 2024-10-12 16:18:14,030 - Train: 23.09% [288800/1251000] [230.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002626] [CE 4.825 (4.550)] [KD 4.986 (4.680)] 2024-10-12 16:18:26,167 - Train: 23.09% [288850/1251000] [230.9/1000.0] [batch_t 0.249 (0.243)] [data_t 0.010] [optim_t 0.238] [lr 0.002626] [CE 4.670 (4.488)] [KD 4.736 (4.596)] 2024-10-12 16:18:38,604 - Train: 23.09% [288900/1251000] [230.9/1000.0] [batch_t 0.231 (0.249)] [data_t 0.008] [optim_t 0.222] [lr 0.002626] [CE 4.997 (4.547)] [KD 5.075 (4.698)] 2024-10-12 16:18:50,782 - Train: 23.10% [288950/1251000] [231.0/1000.0] [batch_t 0.248 (0.243)] [data_t 0.010] [optim_t 0.238] [lr 0.002626] [CE 4.623 (4.536)] [KD 4.748 (4.786)] 2024-10-12 16:19:06,787 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 35303] [top5_cnt 45080] [top_all 50000] 2024-10-12 16:19:06,788 - net: 70.606 (90.160) 2024-10-12 16:19:15,928 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 37934] [top5_cnt 46394] [top_all 50000] 2024-10-12 16:19:15,929 - net_E: 75.868 (92.788) 2024-10-12 16:19:16,130 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 16:19:16,130 - ==> Total time: 19:41:08 Eta: 2 days, 17:32:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:19:24,747 - Train: 23.10% [289000/1251000] [231.0/1000.0] [batch_t 0.241 (0.286)] [data_t 0.009] [optim_t 0.232] [lr 0.002626] [CE 4.530 (4.372)] [KD 4.768 (4.496)] 2024-10-12 16:19:37,193 - Train: 23.11% [289050/1251000] [231.1/1000.0] [batch_t 0.473 (0.249)] [data_t 0.007] [optim_t 0.466] [lr 0.002626] [CE 4.180 (4.465)] [KD 4.549 (4.607)] 2024-10-12 16:19:49,787 - Train: 23.11% [289100/1251000] [231.1/1000.0] [batch_t 0.243 (0.252)] [data_t 0.006] [optim_t 0.237] [lr 0.002626] [CE 4.382 (4.457)] [KD 4.622 (4.620)] 2024-10-12 16:20:01,790 - Train: 23.11% [289150/1251000] [231.1/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.002625] [CE 5.010 (4.527)] [KD 4.999 (4.672)] 2024-10-12 16:20:14,351 - Train: 23.12% [289200/1251000] [231.2/1000.0] [batch_t 0.238 (0.251)] [data_t 0.006] [optim_t 0.232] [lr 0.002625] [CE 4.718 (4.470)] [KD 4.776 (4.664)] 2024-10-12 16:20:26,922 - Train: 23.12% [289250/1251000] [231.2/1000.0] [batch_t 0.255 (0.251)] [data_t 0.010] [optim_t 0.245] [lr 0.002625] [CE 4.168 (4.512)] [KD 4.663 (4.675)] 2024-10-12 16:20:39,172 - Train: 23.13% [289300/1251000] [231.3/1000.0] [batch_t 0.228 (0.245)] [data_t 0.007] [optim_t 0.221] [lr 0.002625] [CE 4.723 (4.486)] [KD 4.788 (4.638)] 2024-10-12 16:20:50,957 - Train: 23.13% [289350/1251000] [231.3/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.221] [lr 0.002625] [CE 4.270 (4.497)] [KD 4.446 (4.572)] 2024-10-12 16:21:03,625 - Train: 23.13% [289400/1251000] [231.3/1000.0] [batch_t 0.226 (0.253)] [data_t 0.010] [optim_t 0.216] [lr 0.002625] [CE 5.107 (4.625)] [KD 4.913 (4.784)] 2024-10-12 16:21:16,029 - Train: 23.14% [289450/1251000] [231.4/1000.0] [batch_t 0.253 (0.248)] [data_t 0.012] [optim_t 0.241] [lr 0.002625] [CE 4.310 (4.471)] [KD 4.584 (4.695)] 2024-10-12 16:21:28,611 - Train: 23.14% [289500/1251000] [231.4/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.002625] [CE 4.363 (4.532)] [KD 4.870 (4.751)] 2024-10-12 16:21:41,044 - Train: 23.15% [289550/1251000] [231.5/1000.0] [batch_t 0.230 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.002624] [CE 4.530 (4.515)] [KD 4.849 (4.688)] 2024-10-12 16:21:53,180 - Train: 23.15% [289600/1251000] [231.5/1000.0] [batch_t 0.223 (0.243)] [data_t 0.010] [optim_t 0.213] [lr 0.002624] [CE 4.251 (4.447)] [KD 4.887 (4.703)] 2024-10-12 16:22:05,199 - Train: 23.15% [289650/1251000] [231.5/1000.0] [batch_t 0.250 (0.240)] [data_t 0.007] [optim_t 0.243] [lr 0.002624] [CE 4.213 (4.518)] [KD 4.771 (4.739)] 2024-10-12 16:22:18,029 - Train: 23.16% [289700/1251000] [231.6/1000.0] [batch_t 0.233 (0.256)] [data_t 0.010] [optim_t 0.223] [lr 0.002624] [CE 4.338 (4.533)] [KD 4.624 (4.755)] 2024-10-12 16:22:30,407 - Train: 23.16% [289750/1251000] [231.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002624] [CE 4.459 (4.517)] [KD 4.717 (4.690)] 2024-10-12 16:22:43,290 - Train: 23.17% [289800/1251000] [231.7/1000.0] [batch_t 0.230 (0.257)] [data_t 0.009] [optim_t 0.221] [lr 0.002624] [CE 4.365 (4.620)] [KD 4.672 (4.804)] 2024-10-12 16:22:55,603 - Train: 23.17% [289850/1251000] [231.7/1000.0] [batch_t 0.240 (0.246)] [data_t 0.011] [optim_t 0.229] [lr 0.002624] [CE 4.593 (4.524)] [KD 4.557 (4.726)] 2024-10-12 16:23:08,537 - Train: 23.17% [289900/1251000] [231.7/1000.0] [batch_t 0.251 (0.258)] [data_t 0.008] [optim_t 0.243] [lr 0.002624] [CE 4.549 (4.580)] [KD 4.566 (4.786)] 2024-10-12 16:23:20,793 - Train: 23.18% [289950/1251000] [231.8/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002623] [CE 4.415 (4.541)] [KD 4.719 (4.748)] 2024-10-12 16:23:33,455 - Train: 23.18% [290000/1251000] [231.8/1000.0] [batch_t 0.236 (0.253)] [data_t 0.007] [optim_t 0.229] [lr 0.002623] [CE 4.705 (4.473)] [KD 4.776 (4.726)] 2024-10-12 16:23:45,808 - Train: 23.19% [290050/1251000] [231.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.002623] [CE 4.447 (4.485)] [KD 4.726 (4.675)] 2024-10-12 16:23:58,755 - Train: 23.19% [290100/1251000] [231.9/1000.0] [batch_t 0.234 (0.259)] [data_t 0.008] [optim_t 0.226] [lr 0.002623] [CE 4.435 (4.540)] [KD 4.724 (4.690)] 2024-10-12 16:24:11,131 - Train: 23.19% [290150/1251000] [231.9/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.002623] [CE 4.515 (4.509)] [KD 4.564 (4.613)] 2024-10-12 16:24:23,547 - Train: 23.20% [290200/1251000] [232.0/1000.0] [batch_t 0.238 (0.248)] [data_t 0.007] [optim_t 0.231] [lr 0.002623] [CE 4.724 (4.451)] [KD 5.187 (4.657)] 2024-10-12 16:24:40,055 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.169)] [top1_cnt 35083] [top5_cnt 44876] [top_all 50000] 2024-10-12 16:24:40,056 - net: 70.166 (89.752) 2024-10-12 16:24:49,302 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 37903] [top5_cnt 46382] [top_all 50000] 2024-10-12 16:24:49,303 - net_E: 75.806 (92.764) 2024-10-12 16:24:49,553 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 16:24:49,554 - ==> Total time: 19:46:42 Eta: 2 days, 17:28:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:24:57,678 - Train: 23.20% [290250/1251000] [232.0/1000.0] [batch_t 0.482 (0.286)] [data_t 0.006] [optim_t 0.476] [lr 0.002623] [CE 4.054 (4.468)] [KD 4.571 (4.626)] 2024-10-12 16:25:10,163 - Train: 23.21% [290300/1251000] [232.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.223] [lr 0.002623] [CE 3.775 (4.503)] [KD 4.220 (4.650)] 2024-10-12 16:25:22,788 - Train: 23.21% [290350/1251000] [232.1/1000.0] [batch_t 0.250 (0.252)] [data_t 0.010] [optim_t 0.240] [lr 0.002622] [CE 3.855 (4.472)] [KD 4.674 (4.677)] 2024-10-12 16:25:35,211 - Train: 23.21% [290400/1251000] [232.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.002622] [CE 4.792 (4.476)] [KD 4.933 (4.568)] 2024-10-12 16:25:47,448 - Train: 23.22% [290450/1251000] [232.2/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.002622] [CE 4.882 (4.561)] [KD 4.634 (4.643)] 2024-10-12 16:25:59,761 - Train: 23.22% [290500/1251000] [232.2/1000.0] [batch_t 0.240 (0.246)] [data_t 0.010] [optim_t 0.230] [lr 0.002622] [CE 4.907 (4.490)] [KD 4.860 (4.599)] 2024-10-12 16:26:11,847 - Train: 23.23% [290550/1251000] [232.3/1000.0] [batch_t 0.254 (0.241)] [data_t 0.008] [optim_t 0.247] [lr 0.002622] [CE 4.548 (4.488)] [KD 4.678 (4.586)] 2024-10-12 16:26:23,837 - Train: 23.23% [290600/1251000] [232.3/1000.0] [batch_t 0.250 (0.240)] [data_t 0.007] [optim_t 0.243] [lr 0.002622] [CE 4.351 (4.426)] [KD 4.314 (4.647)] 2024-10-12 16:26:35,987 - Train: 23.23% [290650/1251000] [232.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.002622] [CE 4.469 (4.450)] [KD 4.482 (4.664)] 2024-10-12 16:26:48,690 - Train: 23.24% [290700/1251000] [232.4/1000.0] [batch_t 0.243 (0.254)] [data_t 0.010] [optim_t 0.233] [lr 0.002622] [CE 4.687 (4.469)] [KD 4.642 (4.574)] 2024-10-12 16:27:01,112 - Train: 23.24% [290750/1251000] [232.4/1000.0] [batch_t 0.247 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.002621] [CE 4.296 (4.524)] [KD 4.546 (4.643)] 2024-10-12 16:27:13,564 - Train: 23.25% [290800/1251000] [232.5/1000.0] [batch_t 0.247 (0.249)] [data_t 0.008] [optim_t 0.238] [lr 0.002621] [CE 4.505 (4.540)] [KD 5.004 (4.725)] 2024-10-12 16:27:25,545 - Train: 23.25% [290850/1251000] [232.5/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002621] [CE 4.239 (4.485)] [KD 4.720 (4.668)] 2024-10-12 16:27:37,726 - Train: 23.25% [290900/1251000] [232.5/1000.0] [batch_t 0.254 (0.243)] [data_t 0.008] [optim_t 0.246] [lr 0.002621] [CE 4.527 (4.546)] [KD 4.546 (4.635)] 2024-10-12 16:27:50,516 - Train: 23.26% [290950/1251000] [232.6/1000.0] [batch_t 0.260 (0.256)] [data_t 0.006] [optim_t 0.254] [lr 0.002621] [CE 4.433 (4.504)] [KD 4.622 (4.696)] 2024-10-12 16:28:02,955 - Train: 23.26% [291000/1251000] [232.6/1000.0] [batch_t 0.247 (0.249)] [data_t 0.007] [optim_t 0.239] [lr 0.002621] [CE 4.815 (4.482)] [KD 4.882 (4.710)] 2024-10-12 16:28:15,403 - Train: 23.27% [291050/1251000] [232.7/1000.0] [batch_t 0.240 (0.249)] [data_t 0.007] [optim_t 0.233] [lr 0.002621] [CE 4.277 (4.496)] [KD 4.516 (4.716)] 2024-10-12 16:28:28,118 - Train: 23.27% [291100/1251000] [232.7/1000.0] [batch_t 0.258 (0.254)] [data_t 0.007] [optim_t 0.251] [lr 0.002621] [CE 4.598 (4.471)] [KD 4.708 (4.630)] 2024-10-12 16:28:40,441 - Train: 23.27% [291150/1251000] [232.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002620] [CE 4.078 (4.442)] [KD 4.662 (4.689)] 2024-10-12 16:28:52,323 - Train: 23.28% [291200/1251000] [232.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.006] [optim_t 0.226] [lr 0.002620] [CE 4.496 (4.495)] [KD 4.360 (4.627)] 2024-10-12 16:29:04,870 - Train: 23.28% [291250/1251000] [232.8/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.002620] [CE 4.428 (4.477)] [KD 4.721 (4.665)] 2024-10-12 16:29:16,998 - Train: 23.29% [291300/1251000] [232.9/1000.0] [batch_t 0.261 (0.242)] [data_t 0.008] [optim_t 0.254] [lr 0.002620] [CE 4.570 (4.526)] [KD 4.890 (4.764)] 2024-10-12 16:29:29,930 - Train: 23.29% [291350/1251000] [232.9/1000.0] [batch_t 0.224 (0.258)] [data_t 0.007] [optim_t 0.217] [lr 0.002620] [CE 4.392 (4.429)] [KD 4.338 (4.639)] 2024-10-12 16:29:42,324 - Train: 23.29% [291400/1251000] [232.9/1000.0] [batch_t 0.250 (0.248)] [data_t 0.010] [optim_t 0.240] [lr 0.002620] [CE 4.109 (4.513)] [KD 4.476 (4.713)] 2024-10-12 16:29:54,357 - Train: 23.30% [291450/1251000] [233.0/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.002620] [CE 4.778 (4.497)] [KD 4.725 (4.668)] 2024-10-12 16:30:11,563 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.178)] [top1_cnt 35011] [top5_cnt 44952] [top_all 50000] 2024-10-12 16:30:11,564 - net: 70.022 (89.904) 2024-10-12 16:30:20,517 - Test (net_E): 100.00% [50/50] [batch_t 0.045 (0.163)] [top1_cnt 37852] [top5_cnt 46377] [top_all 50000] 2024-10-12 16:30:20,518 - net_E: 75.704 (92.754) 2024-10-12 16:30:20,740 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 16:30:20,740 - ==> Total time: 19:52:13 Eta: 2 days, 17:24:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:30:28,673 - Train: 23.30% [291500/1251000] [233.0/1000.0] [batch_t 0.254 (0.267)] [data_t 0.008] [optim_t 0.246] [lr 0.002620] [CE 4.562 (4.431)] [KD 4.679 (4.571)] 2024-10-12 16:30:40,985 - Train: 23.31% [291550/1251000] [233.1/1000.0] [batch_t 0.239 (0.246)] [data_t 0.010] [optim_t 0.229] [lr 0.002619] [CE 4.122 (4.529)] [KD 4.279 (4.590)] 2024-10-12 16:30:53,843 - Train: 23.31% [291600/1251000] [233.1/1000.0] [batch_t 0.221 (0.257)] [data_t 0.010] [optim_t 0.211] [lr 0.002619] [CE 4.376 (4.498)] [KD 4.677 (4.602)] 2024-10-12 16:31:05,846 - Train: 23.31% [291650/1251000] [233.1/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.002619] [CE 4.408 (4.516)] [KD 4.521 (4.622)] 2024-10-12 16:31:17,552 - Train: 23.32% [291700/1251000] [233.2/1000.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.002619] [CE 4.773 (4.496)] [KD 4.900 (4.647)] 2024-10-12 16:31:29,947 - Train: 23.32% [291750/1251000] [233.2/1000.0] [batch_t 0.249 (0.248)] [data_t 0.009] [optim_t 0.241] [lr 0.002619] [CE 4.738 (4.542)] [KD 4.887 (4.708)] 2024-10-12 16:31:42,216 - Train: 23.33% [291800/1251000] [233.3/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.002619] [CE 3.556 (4.501)] [KD 4.016 (4.629)] 2024-10-12 16:31:54,300 - Train: 23.33% [291850/1251000] [233.3/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.002619] [CE 4.878 (4.518)] [KD 4.895 (4.605)] 2024-10-12 16:32:06,430 - Train: 23.33% [291900/1251000] [233.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.002619] [CE 4.328 (4.453)] [KD 4.769 (4.638)] 2024-10-12 16:32:18,666 - Train: 23.34% [291950/1251000] [233.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.002618] [CE 3.744 (4.485)] [KD 4.356 (4.703)] 2024-10-12 16:32:31,099 - Train: 23.34% [292000/1251000] [233.4/1000.0] [batch_t 0.224 (0.248)] [data_t 0.010] [optim_t 0.214] [lr 0.002618] [CE 4.070 (4.550)] [KD 4.540 (4.709)] 2024-10-12 16:32:43,350 - Train: 23.35% [292050/1251000] [233.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.002618] [CE 4.873 (4.517)] [KD 4.700 (4.674)] 2024-10-12 16:32:55,273 - Train: 23.35% [292100/1251000] [233.5/1000.0] [batch_t 0.257 (0.238)] [data_t 0.007] [optim_t 0.250] [lr 0.002618] [CE 4.148 (4.517)] [KD 4.526 (4.659)] 2024-10-12 16:33:07,436 - Train: 23.35% [292150/1251000] [233.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002618] [CE 4.856 (4.485)] [KD 4.879 (4.622)] 2024-10-12 16:33:20,151 - Train: 23.36% [292200/1251000] [233.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.008] [optim_t 0.226] [lr 0.002618] [CE 4.427 (4.516)] [KD 4.779 (4.768)] 2024-10-12 16:33:32,731 - Train: 23.36% [292250/1251000] [233.6/1000.0] [batch_t 0.237 (0.251)] [data_t 0.007] [optim_t 0.230] [lr 0.002618] [CE 4.838 (4.490)] [KD 4.796 (4.747)] 2024-10-12 16:33:44,638 - Train: 23.37% [292300/1251000] [233.7/1000.0] [batch_t 0.230 (0.238)] [data_t 0.011] [optim_t 0.220] [lr 0.002618] [CE 4.460 (4.527)] [KD 4.659 (4.700)] 2024-10-12 16:33:57,040 - Train: 23.37% [292350/1251000] [233.7/1000.0] [batch_t 0.448 (0.248)] [data_t 0.007] [optim_t 0.441] [lr 0.002617] [CE 4.482 (4.487)] [KD 4.802 (4.657)] 2024-10-12 16:34:09,273 - Train: 23.37% [292400/1251000] [233.7/1000.0] [batch_t 0.540 (0.244)] [data_t 0.007] [optim_t 0.533] [lr 0.002617] [CE 4.122 (4.548)] [KD 4.601 (4.764)] 2024-10-12 16:34:21,388 - Train: 23.38% [292450/1251000] [233.8/1000.0] [batch_t 0.227 (0.242)] [data_t 0.007] [optim_t 0.220] [lr 0.002617] [CE 4.534 (4.528)] [KD 4.982 (4.698)] 2024-10-12 16:34:33,527 - Train: 23.38% [292500/1251000] [233.8/1000.0] [batch_t 0.246 (0.243)] [data_t 0.008] [optim_t 0.238] [lr 0.002617] [CE 4.731 (4.452)] [KD 4.834 (4.652)] 2024-10-12 16:34:45,642 - Train: 23.39% [292550/1251000] [233.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002617] [CE 4.759 (4.557)] [KD 4.818 (4.696)] 2024-10-12 16:34:57,940 - Train: 23.39% [292600/1251000] [233.9/1000.0] [batch_t 0.225 (0.246)] [data_t 0.009] [optim_t 0.216] [lr 0.002617] [CE 4.327 (4.441)] [KD 4.752 (4.569)] 2024-10-12 16:35:10,011 - Train: 23.39% [292650/1251000] [233.9/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.002617] [CE 4.247 (4.545)] [KD 4.542 (4.620)] 2024-10-12 16:35:21,792 - Train: 23.40% [292700/1251000] [234.0/1000.0] [batch_t 0.247 (0.235)] [data_t 0.009] [optim_t 0.238] [lr 0.002617] [CE 4.514 (4.510)] [KD 4.677 (4.651)] 2024-10-12 16:35:38,728 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.170)] [top1_cnt 34950] [top5_cnt 45002] [top_all 50000] 2024-10-12 16:35:38,729 - net: 69.900 (90.004) 2024-10-12 16:35:48,453 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.179)] [top1_cnt 37856] [top5_cnt 46387] [top_all 50000] 2024-10-12 16:35:48,454 - net_E: 75.712 (92.774) 2024-10-12 16:35:48,639 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 16:35:48,639 - ==> Total time: 19:57:41 Eta: 2 days, 17:20:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:35:56,514 - Train: 23.40% [292750/1251000] [234.0/1000.0] [batch_t 0.228 (0.288)] [data_t 0.009] [optim_t 0.219] [lr 0.002616] [CE 4.138 (4.482)] [KD 4.393 (4.638)] 2024-10-12 16:36:08,952 - Train: 23.41% [292800/1251000] [234.1/1000.0] [batch_t 0.232 (0.249)] [data_t 0.008] [optim_t 0.224] [lr 0.002616] [CE 4.322 (4.495)] [KD 4.448 (4.639)] 2024-10-12 16:36:21,637 - Train: 23.41% [292850/1251000] [234.1/1000.0] [batch_t 0.232 (0.253)] [data_t 0.007] [optim_t 0.225] [lr 0.002616] [CE 4.376 (4.440)] [KD 4.991 (4.581)] 2024-10-12 16:36:33,836 - Train: 23.41% [292900/1251000] [234.1/1000.0] [batch_t 0.253 (0.244)] [data_t 0.010] [optim_t 0.243] [lr 0.002616] [CE 4.490 (4.477)] [KD 4.769 (4.683)] 2024-10-12 16:36:46,347 - Train: 23.42% [292950/1251000] [234.2/1000.0] [batch_t 0.239 (0.250)] [data_t 0.010] [optim_t 0.229] [lr 0.002616] [CE 4.491 (4.514)] [KD 4.691 (4.610)] 2024-10-12 16:36:58,625 - Train: 23.42% [293000/1251000] [234.2/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.002616] [CE 4.325 (4.540)] [KD 4.583 (4.666)] 2024-10-12 16:37:11,726 - Train: 23.43% [293050/1251000] [234.3/1000.0] [batch_t 0.248 (0.262)] [data_t 0.009] [optim_t 0.240] [lr 0.002616] [CE 4.808 (4.480)] [KD 4.517 (4.537)] 2024-10-12 16:37:24,408 - Train: 23.43% [293100/1251000] [234.3/1000.0] [batch_t 0.249 (0.253)] [data_t 0.009] [optim_t 0.241] [lr 0.002616] [CE 5.017 (4.494)] [KD 4.823 (4.606)] 2024-10-12 16:37:36,576 - Train: 23.43% [293150/1251000] [234.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.002615] [CE 4.435 (4.513)] [KD 4.775 (4.729)] 2024-10-12 16:37:48,819 - Train: 23.44% [293200/1251000] [234.4/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002615] [CE 4.582 (4.534)] [KD 4.452 (4.647)] 2024-10-12 16:38:01,794 - Train: 23.44% [293250/1251000] [234.4/1000.0] [batch_t 0.229 (0.259)] [data_t 0.007] [optim_t 0.222] [lr 0.002615] [CE 4.701 (4.483)] [KD 4.489 (4.662)] 2024-10-12 16:38:13,851 - Train: 23.45% [293300/1251000] [234.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.002615] [CE 4.539 (4.516)] [KD 4.730 (4.692)] 2024-10-12 16:38:26,399 - Train: 23.45% [293350/1251000] [234.5/1000.0] [batch_t 0.245 (0.251)] [data_t 0.007] [optim_t 0.239] [lr 0.002615] [CE 4.519 (4.587)] [KD 4.536 (4.755)] 2024-10-12 16:38:39,027 - Train: 23.45% [293400/1251000] [234.5/1000.0] [batch_t 0.251 (0.252)] [data_t 0.009] [optim_t 0.242] [lr 0.002615] [CE 4.520 (4.424)] [KD 4.474 (4.678)] 2024-10-12 16:38:51,484 - Train: 23.46% [293450/1251000] [234.6/1000.0] [batch_t 0.242 (0.249)] [data_t 0.007] [optim_t 0.235] [lr 0.002615] [CE 4.462 (4.542)] [KD 4.846 (4.658)] 2024-10-12 16:39:04,428 - Train: 23.46% [293500/1251000] [234.6/1000.0] [batch_t 0.544 (0.259)] [data_t 0.007] [optim_t 0.537] [lr 0.002615] [CE 4.284 (4.527)] [KD 4.643 (4.683)] 2024-10-12 16:39:16,996 - Train: 23.47% [293550/1251000] [234.7/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.002614] [CE 4.492 (4.427)] [KD 4.218 (4.639)] 2024-10-12 16:39:29,241 - Train: 23.47% [293600/1251000] [234.7/1000.0] [batch_t 0.260 (0.245)] [data_t 0.008] [optim_t 0.252] [lr 0.002614] [CE 4.823 (4.529)] [KD 4.799 (4.747)] 2024-10-12 16:39:42,143 - Train: 23.47% [293650/1251000] [234.7/1000.0] [batch_t 0.258 (0.258)] [data_t 0.010] [optim_t 0.248] [lr 0.002614] [CE 4.631 (4.568)] [KD 4.614 (4.730)] 2024-10-12 16:39:54,990 - Train: 23.48% [293700/1251000] [234.8/1000.0] [batch_t 0.517 (0.257)] [data_t 0.007] [optim_t 0.510] [lr 0.002614] [CE 4.416 (4.512)] [KD 4.760 (4.690)] 2024-10-12 16:40:07,235 - Train: 23.48% [293750/1251000] [234.8/1000.0] [batch_t 0.256 (0.245)] [data_t 0.008] [optim_t 0.249] [lr 0.002614] [CE 4.140 (4.557)] [KD 4.531 (4.688)] 2024-10-12 16:40:20,018 - Train: 23.49% [293800/1251000] [234.9/1000.0] [batch_t 0.260 (0.255)] [data_t 0.010] [optim_t 0.250] [lr 0.002614] [CE 4.528 (4.535)] [KD 5.080 (4.726)] 2024-10-12 16:40:32,996 - Train: 23.49% [293850/1251000] [234.9/1000.0] [batch_t 0.235 (0.259)] [data_t 0.007] [optim_t 0.227] [lr 0.002614] [CE 4.949 (4.538)] [KD 4.725 (4.742)] 2024-10-12 16:40:45,300 - Train: 23.49% [293900/1251000] [234.9/1000.0] [batch_t 0.246 (0.246)] [data_t 0.008] [optim_t 0.239] [lr 0.002614] [CE 4.638 (4.476)] [KD 4.751 (4.709)] 2024-10-12 16:40:57,628 - Train: 23.50% [293950/1251000] [235.0/1000.0] [batch_t 0.243 (0.246)] [data_t 0.008] [optim_t 0.234] [lr 0.002613] [CE 4.491 (4.471)] [KD 4.746 (4.660)] 2024-10-12 16:41:15,796 - Test (net): 100.00% [50/50] [batch_t 0.254 (0.178)] [top1_cnt 34861] [top5_cnt 44906] [top_all 50000] 2024-10-12 16:41:15,797 - net: 69.722 (89.812) 2024-10-12 16:41:25,669 - Test (net_E): 100.00% [50/50] [batch_t 0.173 (0.181)] [top1_cnt 37867] [top5_cnt 46386] [top_all 50000] 2024-10-12 16:41:25,670 - net_E: 75.734 (92.772) 2024-10-12 16:41:25,943 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 16:41:25,944 - ==> Total time: 20:03:18 Eta: 2 days, 17:17:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:41:33,808 - Train: 23.50% [294000/1251000] [235.0/1000.0] [batch_t 0.247 (0.293)] [data_t 0.007] [optim_t 0.240] [lr 0.002613] [CE 5.031 (4.568)] [KD 4.571 (4.568)] 2024-10-12 16:41:46,032 - Train: 23.51% [294050/1251000] [235.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.006] [optim_t 0.232] [lr 0.002613] [CE 4.477 (4.463)] [KD 4.529 (4.637)] 2024-10-12 16:41:58,286 - Train: 23.51% [294100/1251000] [235.1/1000.0] [batch_t 0.251 (0.245)] [data_t 0.008] [optim_t 0.243] [lr 0.002613] [CE 4.495 (4.522)] [KD 4.619 (4.637)] 2024-10-12 16:42:10,731 - Train: 23.51% [294150/1251000] [235.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.007] [optim_t 0.226] [lr 0.002613] [CE 4.687 (4.517)] [KD 4.921 (4.647)] 2024-10-12 16:42:22,592 - Train: 23.52% [294200/1251000] [235.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.011] [optim_t 0.222] [lr 0.002613] [CE 4.357 (4.379)] [KD 4.465 (4.560)] 2024-10-12 16:42:34,644 - Train: 23.52% [294250/1251000] [235.2/1000.0] [batch_t 0.230 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.002613] [CE 4.472 (4.490)] [KD 4.483 (4.609)] 2024-10-12 16:42:47,028 - Train: 23.53% [294300/1251000] [235.3/1000.0] [batch_t 0.225 (0.248)] [data_t 0.007] [optim_t 0.218] [lr 0.002613] [CE 4.525 (4.516)] [KD 4.631 (4.652)] 2024-10-12 16:42:59,157 - Train: 23.53% [294350/1251000] [235.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.002612] [CE 4.387 (4.461)] [KD 4.456 (4.621)] 2024-10-12 16:43:11,990 - Train: 23.53% [294400/1251000] [235.3/1000.0] [batch_t 0.245 (0.256)] [data_t 0.009] [optim_t 0.236] [lr 0.002612] [CE 4.623 (4.555)] [KD 4.507 (4.698)] 2024-10-12 16:43:24,374 - Train: 23.54% [294450/1251000] [235.4/1000.0] [batch_t 0.240 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.002612] [CE 4.222 (4.539)] [KD 4.763 (4.657)] 2024-10-12 16:43:36,633 - Train: 23.54% [294500/1251000] [235.4/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.233] [lr 0.002612] [CE 4.551 (4.514)] [KD 4.832 (4.704)] 2024-10-12 16:43:48,931 - Train: 23.55% [294550/1251000] [235.5/1000.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.002612] [CE 4.932 (4.480)] [KD 4.854 (4.616)] 2024-10-12 16:44:01,155 - Train: 23.55% [294600/1251000] [235.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002612] [CE 4.969 (4.568)] [KD 4.623 (4.692)] 2024-10-12 16:44:13,482 - Train: 23.55% [294650/1251000] [235.5/1000.0] [batch_t 0.231 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.002612] [CE 4.424 (4.436)] [KD 4.644 (4.623)] 2024-10-12 16:44:26,130 - Train: 23.56% [294700/1251000] [235.6/1000.0] [batch_t 0.241 (0.253)] [data_t 0.007] [optim_t 0.234] [lr 0.002612] [CE 4.425 (4.424)] [KD 4.749 (4.613)] 2024-10-12 16:44:38,430 - Train: 23.56% [294750/1251000] [235.6/1000.0] [batch_t 0.222 (0.246)] [data_t 0.006] [optim_t 0.216] [lr 0.002611] [CE 4.362 (4.581)] [KD 4.770 (4.702)] 2024-10-12 16:44:50,027 - Train: 23.57% [294800/1251000] [235.7/1000.0] [batch_t 0.228 (0.232)] [data_t 0.007] [optim_t 0.222] [lr 0.002611] [CE 4.669 (4.514)] [KD 4.656 (4.711)] 2024-10-12 16:45:01,893 - Train: 23.57% [294850/1251000] [235.7/1000.0] [batch_t 0.228 (0.237)] [data_t 0.008] [optim_t 0.220] [lr 0.002611] [CE 4.533 (4.554)] [KD 4.782 (4.694)] 2024-10-12 16:45:14,323 - Train: 23.57% [294900/1251000] [235.7/1000.0] [batch_t 0.227 (0.248)] [data_t 0.008] [optim_t 0.218] [lr 0.002611] [CE 4.635 (4.502)] [KD 4.736 (4.722)] 2024-10-12 16:45:25,953 - Train: 23.58% [294950/1251000] [235.8/1000.0] [batch_t 0.230 (0.232)] [data_t 0.007] [optim_t 0.223] [lr 0.002611] [CE 4.517 (4.475)] [KD 4.563 (4.663)] 2024-10-12 16:45:38,361 - Train: 23.58% [295000/1251000] [235.8/1000.0] [batch_t 0.232 (0.248)] [data_t 0.008] [optim_t 0.224] [lr 0.002611] [CE 4.468 (4.487)] [KD 4.646 (4.658)] 2024-10-12 16:45:51,062 - Train: 23.59% [295050/1251000] [235.9/1000.0] [batch_t 0.226 (0.254)] [data_t 0.009] [optim_t 0.217] [lr 0.002611] [CE 4.775 (4.468)] [KD 4.875 (4.687)] 2024-10-12 16:46:03,045 - Train: 23.59% [295100/1251000] [235.9/1000.0] [batch_t 0.250 (0.239)] [data_t 0.007] [optim_t 0.243] [lr 0.002611] [CE 4.195 (4.506)] [KD 4.601 (4.617)] 2024-10-12 16:46:14,813 - Train: 23.59% [295150/1251000] [235.9/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.002610] [CE 4.484 (4.465)] [KD 4.574 (4.631)] 2024-10-12 16:46:27,537 - Train: 23.60% [295200/1251000] [236.0/1000.0] [batch_t 0.466 (0.254)] [data_t 0.008] [optim_t 0.457] [lr 0.002610] [CE 4.574 (4.533)] [KD 4.993 (4.659)] 2024-10-12 16:46:44,087 - Test (net): 100.00% [50/50] [batch_t 0.367 (0.159)] [top1_cnt 35196] [top5_cnt 44940] [top_all 50000] 2024-10-12 16:46:44,087 - net: 70.392 (89.880) 2024-10-12 16:46:52,583 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.154)] [top1_cnt 37882] [top5_cnt 46401] [top_all 50000] 2024-10-12 16:46:52,584 - net_E: 75.764 (92.802) 2024-10-12 16:46:52,793 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 16:46:52,793 - ==> Total time: 20:08:45 Eta: 2 days, 17:13:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:46:59,817 - Train: 23.60% [295250/1251000] [236.0/1000.0] [batch_t 0.250 (0.292)] [data_t 0.009] [optim_t 0.240] [lr 0.002610] [CE 4.607 (4.488)] [KD 4.428 (4.609)] 2024-10-12 16:47:12,189 - Train: 23.61% [295300/1251000] [236.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.007] [optim_t 0.225] [lr 0.002610] [CE 4.120 (4.418)] [KD 4.395 (4.535)] 2024-10-12 16:47:24,422 - Train: 23.61% [295350/1251000] [236.1/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.216] [lr 0.002610] [CE 4.232 (4.472)] [KD 4.536 (4.653)] 2024-10-12 16:47:37,114 - Train: 23.61% [295400/1251000] [236.1/1000.0] [batch_t 0.222 (0.254)] [data_t 0.007] [optim_t 0.216] [lr 0.002610] [CE 3.996 (4.549)] [KD 4.632 (4.732)] 2024-10-12 16:47:48,911 - Train: 23.62% [295450/1251000] [236.2/1000.0] [batch_t 0.220 (0.236)] [data_t 0.006] [optim_t 0.214] [lr 0.002610] [CE 4.598 (4.588)] [KD 4.816 (4.748)] 2024-10-12 16:48:01,059 - Train: 23.62% [295500/1251000] [236.2/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.217] [lr 0.002610] [CE 4.246 (4.503)] [KD 4.623 (4.664)] 2024-10-12 16:48:13,490 - Train: 23.63% [295550/1251000] [236.3/1000.0] [batch_t 0.244 (0.248)] [data_t 0.007] [optim_t 0.237] [lr 0.002609] [CE 3.779 (4.481)] [KD 4.076 (4.660)] 2024-10-12 16:48:25,223 - Train: 23.63% [295600/1251000] [236.3/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.225] [lr 0.002609] [CE 4.774 (4.558)] [KD 4.519 (4.641)] 2024-10-12 16:48:37,250 - Train: 23.63% [295650/1251000] [236.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.006] [optim_t 0.231] [lr 0.002609] [CE 4.662 (4.552)] [KD 4.830 (4.686)] 2024-10-12 16:48:49,712 - Train: 23.64% [295700/1251000] [236.4/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002609] [CE 4.871 (4.486)] [KD 5.041 (4.668)] 2024-10-12 16:49:02,033 - Train: 23.64% [295750/1251000] [236.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.002609] [CE 4.251 (4.496)] [KD 4.453 (4.600)] 2024-10-12 16:49:14,047 - Train: 23.65% [295800/1251000] [236.5/1000.0] [batch_t 0.229 (0.240)] [data_t 0.008] [optim_t 0.221] [lr 0.002609] [CE 4.614 (4.473)] [KD 4.798 (4.625)] 2024-10-12 16:49:26,273 - Train: 23.65% [295850/1251000] [236.5/1000.0] [batch_t 0.499 (0.244)] [data_t 0.007] [optim_t 0.492] [lr 0.002609] [CE 4.464 (4.499)] [KD 4.538 (4.637)] 2024-10-12 16:49:38,169 - Train: 23.65% [295900/1251000] [236.5/1000.0] [batch_t 0.226 (0.238)] [data_t 0.008] [optim_t 0.218] [lr 0.002609] [CE 4.542 (4.556)] [KD 4.639 (4.696)] 2024-10-12 16:49:50,349 - Train: 23.66% [295950/1251000] [236.6/1000.0] [batch_t 0.219 (0.243)] [data_t 0.009] [optim_t 0.210] [lr 0.002608] [CE 4.266 (4.507)] [KD 4.353 (4.663)] 2024-10-12 16:50:01,926 - Train: 23.66% [296000/1251000] [236.6/1000.0] [batch_t 0.226 (0.231)] [data_t 0.006] [optim_t 0.220] [lr 0.002608] [CE 4.921 (4.515)] [KD 5.181 (4.731)] 2024-10-12 16:50:14,434 - Train: 23.67% [296050/1251000] [236.7/1000.0] [batch_t 0.240 (0.250)] [data_t 0.008] [optim_t 0.233] [lr 0.002608] [CE 4.550 (4.478)] [KD 4.623 (4.737)] 2024-10-12 16:50:26,824 - Train: 23.67% [296100/1251000] [236.7/1000.0] [batch_t 0.223 (0.248)] [data_t 0.009] [optim_t 0.214] [lr 0.002608] [CE 4.268 (4.516)] [KD 4.568 (4.633)] 2024-10-12 16:50:38,824 - Train: 23.67% [296150/1251000] [236.7/1000.0] [batch_t 0.241 (0.240)] [data_t 0.006] [optim_t 0.235] [lr 0.002608] [CE 4.440 (4.542)] [KD 4.801 (4.700)] 2024-10-12 16:50:50,522 - Train: 23.68% [296200/1251000] [236.8/1000.0] [batch_t 0.238 (0.234)] [data_t 0.008] [optim_t 0.231] [lr 0.002608] [CE 4.285 (4.482)] [KD 4.785 (4.659)] 2024-10-12 16:51:02,231 - Train: 23.68% [296250/1251000] [236.8/1000.0] [batch_t 0.262 (0.234)] [data_t 0.007] [optim_t 0.255] [lr 0.002608] [CE 4.481 (4.449)] [KD 4.470 (4.595)] 2024-10-12 16:51:14,820 - Train: 23.69% [296300/1251000] [236.9/1000.0] [batch_t 0.236 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.002608] [CE 4.934 (4.498)] [KD 5.029 (4.681)] 2024-10-12 16:51:27,151 - Train: 23.69% [296350/1251000] [236.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002607] [CE 4.387 (4.515)] [KD 4.564 (4.669)] 2024-10-12 16:51:39,204 - Train: 23.69% [296400/1251000] [236.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002607] [CE 4.529 (4.530)] [KD 4.714 (4.667)] 2024-10-12 16:51:51,447 - Train: 23.70% [296450/1251000] [237.0/1000.0] [batch_t 0.247 (0.245)] [data_t 0.006] [optim_t 0.241] [lr 0.002607] [CE 4.617 (4.526)] [KD 4.770 (4.683)] 2024-10-12 16:52:09,418 - Test (net): 100.00% [50/50] [batch_t 0.177 (0.167)] [top1_cnt 34863] [top5_cnt 44844] [top_all 50000] 2024-10-12 16:52:09,419 - net: 69.726 (89.688) 2024-10-12 16:52:18,205 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.158)] [top1_cnt 37903] [top5_cnt 46397] [top_all 50000] 2024-10-12 16:52:18,206 - net_E: 75.806 (92.794) 2024-10-12 16:52:18,429 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 16:52:18,431 - ==> Total time: 20:14:11 Eta: 2 days, 17:08:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:52:25,218 - Train: 23.70% [296500/1251000] [237.0/1000.0] [batch_t 0.230 (0.282)] [data_t 0.010] [optim_t 0.220] [lr 0.002607] [CE 4.331 (4.482)] [KD 4.728 (4.711)] 2024-10-12 16:52:37,489 - Train: 23.71% [296550/1251000] [237.1/1000.0] [batch_t 0.218 (0.245)] [data_t 0.009] [optim_t 0.209] [lr 0.002607] [CE 4.806 (4.525)] [KD 4.717 (4.672)] 2024-10-12 16:52:49,633 - Train: 23.71% [296600/1251000] [237.1/1000.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.002607] [CE 4.410 (4.501)] [KD 4.624 (4.612)] 2024-10-12 16:53:01,848 - Train: 23.71% [296650/1251000] [237.1/1000.0] [batch_t 0.263 (0.244)] [data_t 0.008] [optim_t 0.256] [lr 0.002607] [CE 4.451 (4.475)] [KD 4.838 (4.658)] 2024-10-12 16:53:13,558 - Train: 23.72% [296700/1251000] [237.2/1000.0] [batch_t 0.228 (0.234)] [data_t 0.008] [optim_t 0.220] [lr 0.002607] [CE 4.351 (4.534)] [KD 4.460 (4.680)] 2024-10-12 16:53:25,514 - Train: 23.72% [296750/1251000] [237.2/1000.0] [batch_t 0.222 (0.239)] [data_t 0.007] [optim_t 0.214] [lr 0.002606] [CE 4.858 (4.463)] [KD 4.664 (4.531)] 2024-10-12 16:53:37,765 - Train: 23.73% [296800/1251000] [237.3/1000.0] [batch_t 0.228 (0.245)] [data_t 0.009] [optim_t 0.219] [lr 0.002606] [CE 4.821 (4.516)] [KD 4.487 (4.595)] 2024-10-12 16:53:49,637 - Train: 23.73% [296850/1251000] [237.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.008] [optim_t 0.229] [lr 0.002606] [CE 4.560 (4.481)] [KD 4.602 (4.613)] 2024-10-12 16:54:01,543 - Train: 23.73% [296900/1251000] [237.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.010] [optim_t 0.227] [lr 0.002606] [CE 4.284 (4.581)] [KD 4.281 (4.704)] 2024-10-12 16:54:13,788 - Train: 23.74% [296950/1251000] [237.4/1000.0] [batch_t 0.224 (0.245)] [data_t 0.010] [optim_t 0.214] [lr 0.002606] [CE 4.850 (4.477)] [KD 4.895 (4.615)] 2024-10-12 16:54:26,079 - Train: 23.74% [297000/1251000] [237.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.002606] [CE 4.526 (4.502)] [KD 4.781 (4.696)] 2024-10-12 16:54:37,764 - Train: 23.75% [297050/1251000] [237.5/1000.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.002606] [CE 4.138 (4.500)] [KD 4.262 (4.620)] 2024-10-12 16:54:49,219 - Train: 23.75% [297100/1251000] [237.5/1000.0] [batch_t 0.230 (0.229)] [data_t 0.007] [optim_t 0.223] [lr 0.002606] [CE 4.623 (4.498)] [KD 4.559 (4.596)] 2024-10-12 16:55:01,608 - Train: 23.75% [297150/1251000] [237.5/1000.0] [batch_t 0.229 (0.248)] [data_t 0.009] [optim_t 0.221] [lr 0.002605] [CE 4.614 (4.508)] [KD 4.466 (4.673)] 2024-10-12 16:55:13,697 - Train: 23.76% [297200/1251000] [237.6/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.221] [lr 0.002605] [CE 4.263 (4.489)] [KD 4.535 (4.668)] 2024-10-12 16:55:25,474 - Train: 23.76% [297250/1251000] [237.6/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002605] [CE 4.234 (4.538)] [KD 4.570 (4.669)] 2024-10-12 16:55:37,443 - Train: 23.76% [297300/1251000] [237.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002605] [CE 4.860 (4.469)] [KD 4.659 (4.659)] 2024-10-12 16:55:49,515 - Train: 23.77% [297350/1251000] [237.7/1000.0] [batch_t 0.534 (0.241)] [data_t 0.007] [optim_t 0.527] [lr 0.002605] [CE 4.580 (4.567)] [KD 4.774 (4.643)] 2024-10-12 16:56:01,283 - Train: 23.77% [297400/1251000] [237.7/1000.0] [batch_t 0.240 (0.235)] [data_t 0.007] [optim_t 0.232] [lr 0.002605] [CE 4.091 (4.549)] [KD 4.398 (4.767)] 2024-10-12 16:56:13,379 - Train: 23.78% [297450/1251000] [237.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002605] [CE 4.537 (4.453)] [KD 4.651 (4.647)] 2024-10-12 16:56:25,239 - Train: 23.78% [297500/1251000] [237.8/1000.0] [batch_t 0.235 (0.237)] [data_t 0.008] [optim_t 0.227] [lr 0.002604] [CE 4.431 (4.554)] [KD 4.905 (4.785)] 2024-10-12 16:56:37,096 - Train: 23.78% [297550/1251000] [237.8/1000.0] [batch_t 0.231 (0.237)] [data_t 0.011] [optim_t 0.220] [lr 0.002604] [CE 4.447 (4.568)] [KD 4.713 (4.719)] 2024-10-12 16:56:49,199 - Train: 23.79% [297600/1251000] [237.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002604] [CE 4.112 (4.474)] [KD 4.618 (4.695)] 2024-10-12 16:57:01,622 - Train: 23.79% [297650/1251000] [237.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.007] [optim_t 0.228] [lr 0.002604] [CE 4.778 (4.500)] [KD 5.021 (4.697)] 2024-10-12 16:57:13,317 - Train: 23.80% [297700/1251000] [238.0/1000.0] [batch_t 0.218 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.002604] [CE 4.602 (4.539)] [KD 4.699 (4.699)] 2024-10-12 16:57:30,719 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 35198] [top5_cnt 44975] [top_all 50000] 2024-10-12 16:57:30,720 - net: 70.396 (89.950) 2024-10-12 16:57:39,802 - Test (net_E): 100.00% [50/50] [batch_t 0.195 (0.166)] [top1_cnt 37898] [top5_cnt 46404] [top_all 50000] 2024-10-12 16:57:39,803 - net_E: 75.796 (92.808) 2024-10-12 16:57:39,981 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 16:57:39,981 - ==> Total time: 20:19:32 Eta: 2 days, 17:04:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 16:57:46,554 - Train: 23.80% [297750/1251000] [238.0/1000.0] [batch_t 0.215 (0.278)] [data_t 0.007] [optim_t 0.209] [lr 0.002604] [CE 4.513 (4.423)] [KD 4.451 (4.497)] 2024-10-12 16:57:59,080 - Train: 23.80% [297800/1251000] [238.0/1000.0] [batch_t 0.241 (0.250)] [data_t 0.007] [optim_t 0.234] [lr 0.002604] [CE 4.190 (4.412)] [KD 4.251 (4.593)] 2024-10-12 16:58:10,634 - Train: 23.81% [297850/1251000] [238.1/1000.0] [batch_t 0.230 (0.231)] [data_t 0.006] [optim_t 0.223] [lr 0.002604] [CE 4.890 (4.447)] [KD 4.544 (4.520)] 2024-10-12 16:58:22,240 - Train: 23.81% [297900/1251000] [238.1/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002603] [CE 4.662 (4.583)] [KD 4.739 (4.650)] 2024-10-12 16:58:34,151 - Train: 23.82% [297950/1251000] [238.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002603] [CE 4.782 (4.503)] [KD 4.584 (4.587)] 2024-10-12 16:58:46,063 - Train: 23.82% [298000/1251000] [238.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.002603] [CE 4.950 (4.393)] [KD 5.012 (4.556)] 2024-10-12 16:58:57,617 - Train: 23.82% [298050/1251000] [238.2/1000.0] [batch_t 0.218 (0.231)] [data_t 0.007] [optim_t 0.211] [lr 0.002603] [CE 4.126 (4.474)] [KD 4.722 (4.682)] 2024-10-12 16:59:10,241 - Train: 23.83% [298100/1251000] [238.3/1000.0] [batch_t 0.220 (0.252)] [data_t 0.010] [optim_t 0.210] [lr 0.002603] [CE 4.580 (4.505)] [KD 4.801 (4.658)] 2024-10-12 16:59:21,826 - Train: 23.83% [298150/1251000] [238.3/1000.0] [batch_t 0.233 (0.232)] [data_t 0.007] [optim_t 0.226] [lr 0.002603] [CE 4.504 (4.459)] [KD 4.594 (4.648)] 2024-10-12 16:59:33,904 - Train: 23.84% [298200/1251000] [238.4/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.002603] [CE 4.563 (4.476)] [KD 4.595 (4.649)] 2024-10-12 16:59:45,232 - Train: 23.84% [298250/1251000] [238.4/1000.0] [batch_t 0.225 (0.226)] [data_t 0.008] [optim_t 0.217] [lr 0.002603] [CE 4.437 (4.560)] [KD 4.667 (4.654)] 2024-10-12 16:59:56,990 - Train: 23.84% [298300/1251000] [238.4/1000.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.235] [lr 0.002602] [CE 4.679 (4.468)] [KD 4.687 (4.649)] 2024-10-12 17:00:08,835 - Train: 23.85% [298350/1251000] [238.5/1000.0] [batch_t 0.221 (0.237)] [data_t 0.010] [optim_t 0.211] [lr 0.002602] [CE 4.455 (4.471)] [KD 4.508 (4.582)] 2024-10-12 17:00:21,226 - Train: 23.85% [298400/1251000] [238.5/1000.0] [batch_t 0.228 (0.248)] [data_t 0.009] [optim_t 0.218] [lr 0.002602] [CE 4.694 (4.525)] [KD 4.673 (4.700)] 2024-10-12 17:00:33,262 - Train: 23.86% [298450/1251000] [238.6/1000.0] [batch_t 0.224 (0.241)] [data_t 0.008] [optim_t 0.216] [lr 0.002602] [CE 3.975 (4.530)] [KD 4.536 (4.751)] 2024-10-12 17:00:44,748 - Train: 23.86% [298500/1251000] [238.6/1000.0] [batch_t 0.215 (0.230)] [data_t 0.008] [optim_t 0.207] [lr 0.002602] [CE 4.440 (4.500)] [KD 4.833 (4.754)] 2024-10-12 17:00:56,319 - Train: 23.86% [298550/1251000] [238.6/1000.0] [batch_t 0.245 (0.231)] [data_t 0.009] [optim_t 0.236] [lr 0.002602] [CE 4.434 (4.465)] [KD 4.565 (4.698)] 2024-10-12 17:01:08,676 - Train: 23.87% [298600/1251000] [238.7/1000.0] [batch_t 0.438 (0.247)] [data_t 0.007] [optim_t 0.432] [lr 0.002602] [CE 4.635 (4.520)] [KD 4.870 (4.821)] 2024-10-12 17:01:20,335 - Train: 23.87% [298650/1251000] [238.7/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.002602] [CE 4.801 (4.523)] [KD 4.749 (4.674)] 2024-10-12 17:01:32,289 - Train: 23.88% [298700/1251000] [238.8/1000.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.002601] [CE 4.743 (4.425)] [KD 4.409 (4.573)] 2024-10-12 17:01:44,742 - Train: 23.88% [298750/1251000] [238.8/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.002601] [CE 4.046 (4.486)] [KD 4.528 (4.669)] 2024-10-12 17:01:56,517 - Train: 23.88% [298800/1251000] [238.8/1000.0] [batch_t 0.217 (0.235)] [data_t 0.010] [optim_t 0.207] [lr 0.002601] [CE 4.306 (4.491)] [KD 4.546 (4.674)] 2024-10-12 17:02:08,224 - Train: 23.89% [298850/1251000] [238.9/1000.0] [batch_t 0.220 (0.234)] [data_t 0.010] [optim_t 0.210] [lr 0.002601] [CE 4.271 (4.508)] [KD 4.596 (4.609)] 2024-10-12 17:02:20,102 - Train: 23.89% [298900/1251000] [238.9/1000.0] [batch_t 0.228 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.002601] [CE 4.363 (4.449)] [KD 4.728 (4.585)] 2024-10-12 17:02:32,161 - Train: 23.90% [298950/1251000] [239.0/1000.0] [batch_t 0.226 (0.241)] [data_t 0.007] [optim_t 0.219] [lr 0.002601] [CE 3.898 (4.484)] [KD 4.456 (4.627)] 2024-10-12 17:02:50,140 - Test (net): 100.00% [50/50] [batch_t 0.097 (0.171)] [top1_cnt 35065] [top5_cnt 44911] [top_all 50000] 2024-10-12 17:02:50,141 - net: 70.130 (89.822) 2024-10-12 17:02:58,615 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.153)] [top1_cnt 37895] [top5_cnt 46406] [top_all 50000] 2024-10-12 17:02:58,616 - net_E: 75.790 (92.812) 2024-10-12 17:02:58,850 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 17:02:58,851 - ==> Total time: 20:24:51 Eta: 2 days, 17:00:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:03:05,001 - Train: 23.90% [299000/1251000] [239.0/1000.0] [batch_t 0.235 (0.291)] [data_t 0.006] [optim_t 0.229] [lr 0.002601] [CE 4.086 (4.416)] [KD 4.427 (4.604)] 2024-10-12 17:03:17,736 - Train: 23.90% [299050/1251000] [239.0/1000.0] [batch_t 0.248 (0.254)] [data_t 0.010] [optim_t 0.239] [lr 0.002601] [CE 4.731 (4.456)] [KD 4.647 (4.635)] 2024-10-12 17:03:29,680 - Train: 23.91% [299100/1251000] [239.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.008] [optim_t 0.228] [lr 0.002600] [CE 4.578 (4.505)] [KD 4.555 (4.660)] 2024-10-12 17:03:41,614 - Train: 23.91% [299150/1251000] [239.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.002600] [CE 4.434 (4.523)] [KD 4.612 (4.626)] 2024-10-12 17:03:53,191 - Train: 23.92% [299200/1251000] [239.2/1000.0] [batch_t 0.235 (0.231)] [data_t 0.010] [optim_t 0.225] [lr 0.002600] [CE 4.558 (4.555)] [KD 4.367 (4.709)] 2024-10-12 17:04:05,295 - Train: 23.92% [299250/1251000] [239.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002600] [CE 4.760 (4.484)] [KD 4.734 (4.618)] 2024-10-12 17:04:17,016 - Train: 23.92% [299300/1251000] [239.2/1000.0] [batch_t 0.217 (0.234)] [data_t 0.007] [optim_t 0.210] [lr 0.002600] [CE 4.121 (4.390)] [KD 4.230 (4.538)] 2024-10-12 17:04:28,900 - Train: 23.93% [299350/1251000] [239.3/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.002600] [CE 4.702 (4.406)] [KD 4.536 (4.505)] 2024-10-12 17:04:40,574 - Train: 23.93% [299400/1251000] [239.3/1000.0] [batch_t 0.240 (0.233)] [data_t 0.008] [optim_t 0.232] [lr 0.002600] [CE 4.034 (4.447)] [KD 4.593 (4.630)] 2024-10-12 17:04:52,685 - Train: 23.94% [299450/1251000] [239.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.010] [optim_t 0.222] [lr 0.002600] [CE 4.282 (4.479)] [KD 4.713 (4.617)] 2024-10-12 17:05:04,538 - Train: 23.94% [299500/1251000] [239.4/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.002599] [CE 5.046 (4.469)] [KD 4.896 (4.620)] 2024-10-12 17:05:16,149 - Train: 23.94% [299550/1251000] [239.4/1000.0] [batch_t 0.220 (0.232)] [data_t 0.009] [optim_t 0.211] [lr 0.002599] [CE 4.327 (4.543)] [KD 4.551 (4.639)] 2024-10-12 17:05:27,846 - Train: 23.95% [299600/1251000] [239.5/1000.0] [batch_t 0.225 (0.234)] [data_t 0.006] [optim_t 0.219] [lr 0.002599] [CE 4.691 (4.499)] [KD 4.541 (4.634)] 2024-10-12 17:05:39,936 - Train: 23.95% [299650/1251000] [239.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.002599] [CE 4.417 (4.478)] [KD 4.374 (4.627)] 2024-10-12 17:05:51,571 - Train: 23.96% [299700/1251000] [239.6/1000.0] [batch_t 0.212 (0.232)] [data_t 0.007] [optim_t 0.205] [lr 0.002599] [CE 3.891 (4.459)] [KD 4.588 (4.638)] 2024-10-12 17:06:03,184 - Train: 23.96% [299750/1251000] [239.6/1000.0] [batch_t 0.232 (0.232)] [data_t 0.010] [optim_t 0.223] [lr 0.002599] [CE 4.205 (4.494)] [KD 4.304 (4.607)] 2024-10-12 17:06:14,800 - Train: 23.96% [299800/1251000] [239.6/1000.0] [batch_t 0.229 (0.232)] [data_t 0.010] [optim_t 0.219] [lr 0.002599] [CE 4.646 (4.542)] [KD 4.733 (4.731)] 2024-10-12 17:06:27,229 - Train: 23.97% [299850/1251000] [239.7/1000.0] [batch_t 0.529 (0.248)] [data_t 0.009] [optim_t 0.519] [lr 0.002599] [CE 4.624 (4.510)] [KD 4.706 (4.730)] 2024-10-12 17:06:39,246 - Train: 23.97% [299900/1251000] [239.7/1000.0] [batch_t 0.578 (0.240)] [data_t 0.008] [optim_t 0.570] [lr 0.002598] [CE 4.275 (4.498)] [KD 4.852 (4.721)] 2024-10-12 17:06:50,700 - Train: 23.98% [299950/1251000] [239.8/1000.0] [batch_t 0.220 (0.229)] [data_t 0.009] [optim_t 0.211] [lr 0.002598] [CE 4.567 (4.513)] [KD 4.606 (4.716)] 2024-10-12 17:07:02,265 - Train: 23.98% [300000/1251000] [239.8/1000.0] [batch_t 0.258 (0.231)] [data_t 0.008] [optim_t 0.250] [lr 0.002598] [CE 4.528 (4.543)] [KD 4.826 (4.681)] 2024-10-12 17:07:14,264 - Train: 23.98% [300050/1251000] [239.8/1000.0] [batch_t 0.215 (0.240)] [data_t 0.007] [optim_t 0.207] [lr 0.002598] [CE 4.209 (4.456)] [KD 4.712 (4.678)] 2024-10-12 17:07:26,109 - Train: 23.99% [300100/1251000] [239.9/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002598] [CE 4.589 (4.506)] [KD 4.655 (4.653)] 2024-10-12 17:07:38,321 - Train: 23.99% [300150/1251000] [239.9/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.002598] [CE 4.393 (4.528)] [KD 4.265 (4.620)] 2024-10-12 17:07:49,962 - Train: 24.00% [300200/1251000] [240.0/1000.0] [batch_t 0.221 (0.233)] [data_t 0.006] [optim_t 0.214] [lr 0.002598] [CE 4.854 (4.461)] [KD 4.703 (4.587)] 2024-10-12 17:08:09,480 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.186)] [top1_cnt 35297] [top5_cnt 45057] [top_all 50000] 2024-10-12 17:08:09,480 - net: 70.594 (90.114) 2024-10-12 17:08:19,179 - Test (net_E): 100.00% [50/50] [batch_t 0.384 (0.177)] [top1_cnt 37932] [top5_cnt 46404] [top_all 50000] 2024-10-12 17:08:19,180 - net_E: 75.864 (92.808) 2024-10-12 17:08:19,425 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.880 (epoch: 230)] 2024-10-12 17:08:19,443 - ==> Total time: 20:30:12 Eta: 2 days, 16:55:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:08:33,723 - Train: 24.00% [300250/1251000] [240.0/1000.0] [batch_t 0.246 (0.286)] [data_t 0.010] [optim_t 0.235] [lr 0.002597] [CE 3.986 (4.512)] [KD 4.198 (4.517)] 2024-10-12 17:08:45,967 - Train: 24.00% [300300/1251000] [240.0/1000.0] [batch_t 0.438 (0.245)] [data_t 0.009] [optim_t 0.429] [lr 0.002597] [CE 3.864 (4.504)] [KD 4.245 (4.631)] 2024-10-12 17:08:57,848 - Train: 24.01% [300350/1251000] [240.1/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.002597] [CE 5.060 (4.485)] [KD 5.247 (4.621)] 2024-10-12 17:09:09,696 - Train: 24.01% [300400/1251000] [240.1/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.220] [lr 0.002597] [CE 4.102 (4.531)] [KD 4.423 (4.714)] 2024-10-12 17:09:21,869 - Train: 24.02% [300450/1251000] [240.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.008] [optim_t 0.226] [lr 0.002597] [CE 4.425 (4.512)] [KD 4.474 (4.746)] 2024-10-12 17:09:33,953 - Train: 24.02% [300500/1251000] [240.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.010] [optim_t 0.229] [lr 0.002597] [CE 4.973 (4.508)] [KD 4.921 (4.673)] 2024-10-12 17:09:45,730 - Train: 24.02% [300550/1251000] [240.2/1000.0] [batch_t 0.219 (0.235)] [data_t 0.007] [optim_t 0.212] [lr 0.002597] [CE 4.120 (4.486)] [KD 4.514 (4.615)] 2024-10-12 17:09:57,993 - Train: 24.03% [300600/1251000] [240.3/1000.0] [batch_t 0.222 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.002597] [CE 4.311 (4.546)] [KD 4.473 (4.668)] 2024-10-12 17:10:10,614 - Train: 24.03% [300650/1251000] [240.3/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002596] [CE 4.663 (4.453)] [KD 4.558 (4.622)] 2024-10-12 17:10:22,366 - Train: 24.04% [300700/1251000] [240.4/1000.0] [batch_t 0.223 (0.235)] [data_t 0.007] [optim_t 0.216] [lr 0.002596] [CE 4.737 (4.542)] [KD 4.612 (4.689)] 2024-10-12 17:10:34,441 - Train: 24.04% [300750/1251000] [240.4/1000.0] [batch_t 0.230 (0.241)] [data_t 0.011] [optim_t 0.219] [lr 0.002596] [CE 4.585 (4.537)] [KD 4.659 (4.661)] 2024-10-12 17:10:46,386 - Train: 24.04% [300800/1251000] [240.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.006] [optim_t 0.226] [lr 0.002596] [CE 4.527 (4.479)] [KD 4.570 (4.673)] 2024-10-12 17:10:58,118 - Train: 24.05% [300850/1251000] [240.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002596] [CE 4.651 (4.576)] [KD 4.685 (4.635)] 2024-10-12 17:11:10,254 - Train: 24.05% [300900/1251000] [240.5/1000.0] [batch_t 0.240 (0.243)] [data_t 0.010] [optim_t 0.230] [lr 0.002596] [CE 4.452 (4.506)] [KD 4.751 (4.620)] 2024-10-12 17:11:22,269 - Train: 24.06% [300950/1251000] [240.6/1000.0] [batch_t 0.228 (0.240)] [data_t 0.008] [optim_t 0.220] [lr 0.002596] [CE 4.574 (4.502)] [KD 4.859 (4.623)] 2024-10-12 17:11:34,193 - Train: 24.06% [301000/1251000] [240.6/1000.0] [batch_t 0.251 (0.238)] [data_t 0.007] [optim_t 0.244] [lr 0.002596] [CE 4.496 (4.449)] [KD 4.678 (4.606)] 2024-10-12 17:11:46,348 - Train: 24.06% [301050/1251000] [240.6/1000.0] [batch_t 0.223 (0.243)] [data_t 0.010] [optim_t 0.213] [lr 0.002595] [CE 4.424 (4.468)] [KD 4.738 (4.642)] 2024-10-12 17:11:58,248 - Train: 24.07% [301100/1251000] [240.7/1000.0] [batch_t 0.235 (0.238)] [data_t 0.008] [optim_t 0.227] [lr 0.002595] [CE 4.433 (4.489)] [KD 4.526 (4.664)] 2024-10-12 17:12:10,152 - Train: 24.07% [301150/1251000] [240.7/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.216] [lr 0.002595] [CE 4.314 (4.547)] [KD 4.370 (4.729)] 2024-10-12 17:12:22,072 - Train: 24.08% [301200/1251000] [240.8/1000.0] [batch_t 0.433 (0.238)] [data_t 0.007] [optim_t 0.426] [lr 0.002595] [CE 4.863 (4.523)] [KD 4.891 (4.720)] 2024-10-12 17:12:33,965 - Train: 24.08% [301250/1251000] [240.8/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.002595] [CE 4.404 (4.550)] [KD 4.712 (4.754)] 2024-10-12 17:12:45,784 - Train: 24.08% [301300/1251000] [240.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.002595] [CE 4.496 (4.505)] [KD 4.713 (4.697)] 2024-10-12 17:12:58,115 - Train: 24.09% [301350/1251000] [240.9/1000.0] [batch_t 0.423 (0.246)] [data_t 0.007] [optim_t 0.416] [lr 0.002595] [CE 4.503 (4.563)] [KD 4.613 (4.747)] 2024-10-12 17:13:10,619 - Train: 24.09% [301400/1251000] [240.9/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.222] [lr 0.002595] [CE 4.802 (4.596)] [KD 5.082 (4.698)] 2024-10-12 17:13:22,646 - Train: 24.10% [301450/1251000] [241.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002594] [CE 4.386 (4.504)] [KD 4.641 (4.625)] 2024-10-12 17:13:40,389 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.158)] [top1_cnt 35377] [top5_cnt 45032] [top_all 50000] 2024-10-12 17:13:40,389 - net: 70.754 (90.064) 2024-10-12 17:13:50,161 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.180)] [top1_cnt 37959] [top5_cnt 46421] [top_all 50000] 2024-10-12 17:13:50,162 - net_E: 75.918 (92.842) 2024-10-12 17:13:50,403 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.918 (epoch: 241)] 2024-10-12 17:13:50,404 - ==> Total time: 20:35:43 Eta: 2 days, 16:51:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:14:05,209 - Train: 24.10% [301500/1251000] [241.0/1000.0] [batch_t 0.227 (0.296)] [data_t 0.010] [optim_t 0.217] [lr 0.002594] [CE 4.236 (4.452)] [KD 4.637 (4.528)] 2024-10-12 17:14:17,556 - Train: 24.10% [301550/1251000] [241.0/1000.0] [batch_t 0.246 (0.247)] [data_t 0.007] [optim_t 0.240] [lr 0.002594] [CE 4.425 (4.470)] [KD 4.902 (4.617)] 2024-10-12 17:14:29,874 - Train: 24.11% [301600/1251000] [241.1/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.002594] [CE 4.755 (4.431)] [KD 5.019 (4.579)] 2024-10-12 17:14:42,125 - Train: 24.11% [301650/1251000] [241.1/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002594] [CE 4.540 (4.540)] [KD 4.659 (4.626)] 2024-10-12 17:14:53,869 - Train: 24.12% [301700/1251000] [241.2/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.002594] [CE 4.721 (4.478)] [KD 4.688 (4.605)] 2024-10-12 17:15:06,534 - Train: 24.12% [301750/1251000] [241.2/1000.0] [batch_t 0.243 (0.253)] [data_t 0.007] [optim_t 0.236] [lr 0.002594] [CE 4.498 (4.545)] [KD 4.656 (4.615)] 2024-10-12 17:15:18,270 - Train: 24.12% [301800/1251000] [241.2/1000.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.002594] [CE 4.602 (4.500)] [KD 4.686 (4.643)] 2024-10-12 17:15:30,239 - Train: 24.13% [301850/1251000] [241.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002593] [CE 3.966 (4.483)] [KD 4.308 (4.703)] 2024-10-12 17:15:42,867 - Train: 24.13% [301900/1251000] [241.3/1000.0] [batch_t 0.239 (0.252)] [data_t 0.010] [optim_t 0.229] [lr 0.002593] [CE 4.880 (4.548)] [KD 4.948 (4.733)] 2024-10-12 17:15:55,033 - Train: 24.14% [301950/1251000] [241.4/1000.0] [batch_t 0.437 (0.243)] [data_t 0.007] [optim_t 0.430] [lr 0.002593] [CE 4.406 (4.523)] [KD 4.539 (4.646)] 2024-10-12 17:16:06,657 - Train: 24.14% [302000/1251000] [241.4/1000.0] [batch_t 0.239 (0.232)] [data_t 0.007] [optim_t 0.232] [lr 0.002593] [CE 3.983 (4.404)] [KD 4.391 (4.671)] 2024-10-12 17:16:18,741 - Train: 24.14% [302050/1251000] [241.4/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.220] [lr 0.002593] [CE 4.533 (4.522)] [KD 4.681 (4.719)] 2024-10-12 17:16:30,378 - Train: 24.15% [302100/1251000] [241.5/1000.0] [batch_t 0.239 (0.233)] [data_t 0.010] [optim_t 0.229] [lr 0.002593] [CE 4.086 (4.445)] [KD 4.419 (4.615)] 2024-10-12 17:16:42,039 - Train: 24.15% [302150/1251000] [241.5/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.002593] [CE 4.660 (4.530)] [KD 4.788 (4.668)] 2024-10-12 17:16:54,605 - Train: 24.16% [302200/1251000] [241.6/1000.0] [batch_t 0.442 (0.251)] [data_t 0.010] [optim_t 0.432] [lr 0.002593] [CE 4.384 (4.471)] [KD 4.797 (4.658)] 2024-10-12 17:17:06,228 - Train: 24.16% [302250/1251000] [241.6/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.002592] [CE 4.604 (4.518)] [KD 4.625 (4.610)] 2024-10-12 17:17:18,176 - Train: 24.16% [302300/1251000] [241.6/1000.0] [batch_t 0.226 (0.239)] [data_t 0.010] [optim_t 0.216] [lr 0.002592] [CE 4.301 (4.488)] [KD 4.325 (4.647)] 2024-10-12 17:17:30,376 - Train: 24.17% [302350/1251000] [241.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002592] [CE 5.008 (4.478)] [KD 4.848 (4.625)] 2024-10-12 17:17:42,297 - Train: 24.17% [302400/1251000] [241.7/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.002592] [CE 4.757 (4.454)] [KD 4.807 (4.651)] 2024-10-12 17:17:53,809 - Train: 24.18% [302450/1251000] [241.8/1000.0] [batch_t 0.228 (0.230)] [data_t 0.008] [optim_t 0.220] [lr 0.002592] [CE 4.714 (4.514)] [KD 4.718 (4.729)] 2024-10-12 17:18:06,520 - Train: 24.18% [302500/1251000] [241.8/1000.0] [batch_t 0.225 (0.254)] [data_t 0.008] [optim_t 0.217] [lr 0.002592] [CE 4.334 (4.553)] [KD 4.529 (4.723)] 2024-10-12 17:18:18,843 - Train: 24.18% [302550/1251000] [241.8/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.224] [lr 0.002592] [CE 4.463 (4.434)] [KD 4.658 (4.562)] 2024-10-12 17:18:30,810 - Train: 24.19% [302600/1251000] [241.9/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.002591] [CE 4.760 (4.521)] [KD 4.666 (4.645)] 2024-10-12 17:18:43,093 - Train: 24.19% [302650/1251000] [241.9/1000.0] [batch_t 0.248 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.002591] [CE 4.966 (4.499)] [KD 4.918 (4.591)] 2024-10-12 17:18:55,089 - Train: 24.20% [302700/1251000] [242.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.002591] [CE 4.509 (4.405)] [KD 4.782 (4.619)] 2024-10-12 17:19:13,733 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 35070] [top5_cnt 44968] [top_all 50000] 2024-10-12 17:19:13,733 - net: 70.140 (89.936) 2024-10-12 17:19:23,067 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.170)] [top1_cnt 37944] [top5_cnt 46397] [top_all 50000] 2024-10-12 17:19:23,068 - net_E: 75.888 (92.794) 2024-10-12 17:19:23,282 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.918 (epoch: 241)] 2024-10-12 17:19:23,282 - ==> Total time: 20:41:16 Eta: 2 days, 16:47:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:19:29,134 - Train: 24.20% [302750/1251000] [242.0/1000.0] [batch_t 0.253 (0.349)] [data_t 0.009] [optim_t 0.244] [lr 0.002591] [CE 4.030 (4.473)] [KD 4.227 (4.582)] 2024-10-12 17:19:41,250 - Train: 24.20% [302800/1251000] [242.0/1000.0] [batch_t 0.218 (0.242)] [data_t 0.010] [optim_t 0.209] [lr 0.002591] [CE 5.048 (4.456)] [KD 4.818 (4.607)] 2024-10-12 17:19:53,096 - Train: 24.21% [302850/1251000] [242.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.008] [optim_t 0.228] [lr 0.002591] [CE 5.117 (4.534)] [KD 5.178 (4.612)] 2024-10-12 17:20:06,055 - Train: 24.21% [302900/1251000] [242.1/1000.0] [batch_t 0.225 (0.259)] [data_t 0.010] [optim_t 0.215] [lr 0.002591] [CE 4.382 (4.518)] [KD 4.411 (4.632)] 2024-10-12 17:20:17,939 - Train: 24.22% [302950/1251000] [242.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002591] [CE 4.682 (4.391)] [KD 4.696 (4.535)] 2024-10-12 17:20:29,962 - Train: 24.22% [303000/1251000] [242.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.002590] [CE 4.648 (4.464)] [KD 4.675 (4.585)] 2024-10-12 17:20:41,751 - Train: 24.22% [303050/1251000] [242.2/1000.0] [batch_t 0.400 (0.236)] [data_t 0.010] [optim_t 0.391] [lr 0.002590] [CE 4.641 (4.532)] [KD 4.892 (4.599)] 2024-10-12 17:20:53,640 - Train: 24.23% [303100/1251000] [242.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002590] [CE 4.707 (4.450)] [KD 5.056 (4.662)] 2024-10-12 17:21:05,222 - Train: 24.23% [303150/1251000] [242.3/1000.0] [batch_t 0.238 (0.231)] [data_t 0.007] [optim_t 0.231] [lr 0.002590] [CE 4.508 (4.570)] [KD 4.820 (4.753)] 2024-10-12 17:21:18,085 - Train: 24.24% [303200/1251000] [242.4/1000.0] [batch_t 0.226 (0.257)] [data_t 0.008] [optim_t 0.217] [lr 0.002590] [CE 4.642 (4.520)] [KD 4.563 (4.687)] 2024-10-12 17:21:30,268 - Train: 24.24% [303250/1251000] [242.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.002590] [CE 4.654 (4.522)] [KD 4.728 (4.647)] 2024-10-12 17:21:42,060 - Train: 24.24% [303300/1251000] [242.4/1000.0] [batch_t 0.220 (0.236)] [data_t 0.008] [optim_t 0.213] [lr 0.002590] [CE 3.889 (4.483)] [KD 4.367 (4.621)] 2024-10-12 17:21:53,671 - Train: 24.25% [303350/1251000] [242.5/1000.0] [batch_t 0.228 (0.232)] [data_t 0.010] [optim_t 0.217] [lr 0.002590] [CE 4.145 (4.422)] [KD 4.428 (4.577)] 2024-10-12 17:22:05,920 - Train: 24.25% [303400/1251000] [242.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.006] [optim_t 0.233] [lr 0.002589] [CE 4.503 (4.506)] [KD 4.690 (4.677)] 2024-10-12 17:22:17,599 - Train: 24.26% [303450/1251000] [242.6/1000.0] [batch_t 0.222 (0.233)] [data_t 0.010] [optim_t 0.212] [lr 0.002589] [CE 4.321 (4.490)] [KD 4.609 (4.667)] 2024-10-12 17:22:30,379 - Train: 24.26% [303500/1251000] [242.6/1000.0] [batch_t 0.231 (0.255)] [data_t 0.010] [optim_t 0.221] [lr 0.002589] [CE 4.298 (4.489)] [KD 4.687 (4.666)] 2024-10-12 17:22:42,984 - Train: 24.26% [303550/1251000] [242.6/1000.0] [batch_t 0.242 (0.252)] [data_t 0.008] [optim_t 0.234] [lr 0.002589] [CE 4.511 (4.474)] [KD 4.720 (4.600)] 2024-10-12 17:22:55,406 - Train: 24.27% [303600/1251000] [242.7/1000.0] [batch_t 0.256 (0.248)] [data_t 0.008] [optim_t 0.248] [lr 0.002589] [CE 4.214 (4.582)] [KD 4.410 (4.733)] 2024-10-12 17:23:07,357 - Train: 24.27% [303650/1251000] [242.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.002589] [CE 4.317 (4.512)] [KD 4.483 (4.590)] 2024-10-12 17:23:19,480 - Train: 24.28% [303700/1251000] [242.8/1000.0] [batch_t 0.226 (0.242)] [data_t 0.010] [optim_t 0.216] [lr 0.002589] [CE 4.636 (4.574)] [KD 4.625 (4.734)] 2024-10-12 17:23:31,252 - Train: 24.28% [303750/1251000] [242.8/1000.0] [batch_t 0.237 (0.235)] [data_t 0.007] [optim_t 0.230] [lr 0.002589] [CE 4.375 (4.486)] [KD 4.464 (4.650)] 2024-10-12 17:23:44,140 - Train: 24.28% [303800/1251000] [242.8/1000.0] [batch_t 0.243 (0.258)] [data_t 0.007] [optim_t 0.236] [lr 0.002588] [CE 4.429 (4.490)] [KD 4.650 (4.703)] 2024-10-12 17:23:56,204 - Train: 24.29% [303850/1251000] [242.9/1000.0] [batch_t 0.230 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.002588] [CE 4.555 (4.536)] [KD 4.780 (4.748)] 2024-10-12 17:24:08,687 - Train: 24.29% [303900/1251000] [242.9/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.002588] [CE 4.894 (4.502)] [KD 4.880 (4.685)] 2024-10-12 17:24:20,475 - Train: 24.30% [303950/1251000] [243.0/1000.0] [batch_t 0.256 (0.236)] [data_t 0.007] [optim_t 0.249] [lr 0.002588] [CE 4.185 (4.561)] [KD 4.535 (4.674)] 2024-10-12 17:24:39,620 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.159)] [top1_cnt 35482] [top5_cnt 45148] [top_all 50000] 2024-10-12 17:24:39,621 - net: 70.964 (90.296) 2024-10-12 17:24:48,650 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 37939] [top5_cnt 46417] [top_all 50000] 2024-10-12 17:24:48,651 - net_E: 75.878 (92.834) 2024-10-12 17:24:48,856 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.918 (epoch: 241)] 2024-10-12 17:24:48,857 - ==> Total time: 20:46:41 Eta: 2 days, 16:43:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:24:54,225 - Train: 24.30% [304000/1251000] [243.0/1000.0] [batch_t 0.225 (0.338)] [data_t 0.008] [optim_t 0.218] [lr 0.002588] [CE 4.720 (4.538)] [KD 4.549 (4.495)] 2024-10-12 17:25:06,472 - Train: 24.30% [304050/1251000] [243.0/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.002588] [CE 4.129 (4.477)] [KD 4.205 (4.578)] 2024-10-12 17:25:18,408 - Train: 24.31% [304100/1251000] [243.1/1000.0] [batch_t 0.240 (0.239)] [data_t 0.006] [optim_t 0.233] [lr 0.002588] [CE 4.974 (4.453)] [KD 4.995 (4.614)] 2024-10-12 17:25:30,540 - Train: 24.31% [304150/1251000] [243.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.002587] [CE 4.397 (4.471)] [KD 4.697 (4.596)] 2024-10-12 17:25:42,771 - Train: 24.32% [304200/1251000] [243.2/1000.0] [batch_t 0.227 (0.244)] [data_t 0.007] [optim_t 0.220] [lr 0.002587] [CE 4.134 (4.419)] [KD 4.376 (4.532)] 2024-10-12 17:25:54,444 - Train: 24.32% [304250/1251000] [243.2/1000.0] [batch_t 0.228 (0.233)] [data_t 0.011] [optim_t 0.217] [lr 0.002587] [CE 4.525 (4.444)] [KD 4.601 (4.542)] 2024-10-12 17:26:06,971 - Train: 24.32% [304300/1251000] [243.2/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.218] [lr 0.002587] [CE 4.907 (4.409)] [KD 4.484 (4.618)] 2024-10-12 17:26:19,561 - Train: 24.33% [304350/1251000] [243.3/1000.0] [batch_t 0.243 (0.252)] [data_t 0.009] [optim_t 0.233] [lr 0.002587] [CE 4.755 (4.456)] [KD 4.533 (4.583)] 2024-10-12 17:26:31,307 - Train: 24.33% [304400/1251000] [243.3/1000.0] [batch_t 0.238 (0.235)] [data_t 0.008] [optim_t 0.230] [lr 0.002587] [CE 4.246 (4.467)] [KD 4.560 (4.645)] 2024-10-12 17:26:43,286 - Train: 24.34% [304450/1251000] [243.4/1000.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.002587] [CE 4.464 (4.494)] [KD 4.769 (4.649)] 2024-10-12 17:26:55,922 - Train: 24.34% [304500/1251000] [243.4/1000.0] [batch_t 0.238 (0.253)] [data_t 0.008] [optim_t 0.230] [lr 0.002587] [CE 4.863 (4.546)] [KD 4.747 (4.640)] 2024-10-12 17:27:08,070 - Train: 24.34% [304550/1251000] [243.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.002586] [CE 4.273 (4.526)] [KD 4.473 (4.625)] 2024-10-12 17:27:20,699 - Train: 24.35% [304600/1251000] [243.5/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.002586] [CE 4.485 (4.489)] [KD 4.673 (4.643)] 2024-10-12 17:27:33,053 - Train: 24.35% [304650/1251000] [243.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.010] [optim_t 0.226] [lr 0.002586] [CE 4.302 (4.505)] [KD 4.872 (4.648)] 2024-10-12 17:27:44,980 - Train: 24.36% [304700/1251000] [243.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.002586] [CE 4.754 (4.452)] [KD 4.993 (4.583)] 2024-10-12 17:27:56,970 - Train: 24.36% [304750/1251000] [243.6/1000.0] [batch_t 0.226 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.002586] [CE 4.475 (4.475)] [KD 4.799 (4.615)] 2024-10-12 17:28:08,971 - Train: 24.36% [304800/1251000] [243.6/1000.0] [batch_t 0.221 (0.240)] [data_t 0.007] [optim_t 0.214] [lr 0.002586] [CE 4.628 (4.471)] [KD 4.419 (4.609)] 2024-10-12 17:28:21,083 - Train: 24.37% [304850/1251000] [243.7/1000.0] [batch_t 0.216 (0.242)] [data_t 0.008] [optim_t 0.207] [lr 0.002586] [CE 4.337 (4.588)] [KD 4.689 (4.708)] 2024-10-12 17:28:33,385 - Train: 24.37% [304900/1251000] [243.7/1000.0] [batch_t 0.411 (0.246)] [data_t 0.008] [optim_t 0.403] [lr 0.002586] [CE 4.645 (4.421)] [KD 4.762 (4.627)] 2024-10-12 17:28:45,787 - Train: 24.38% [304950/1251000] [243.8/1000.0] [batch_t 0.435 (0.248)] [data_t 0.006] [optim_t 0.429] [lr 0.002585] [CE 4.852 (4.527)] [KD 5.004 (4.745)] 2024-10-12 17:28:57,505 - Train: 24.38% [305000/1251000] [243.8/1000.0] [batch_t 0.241 (0.234)] [data_t 0.007] [optim_t 0.234] [lr 0.002585] [CE 4.281 (4.475)] [KD 4.423 (4.706)] 2024-10-12 17:29:09,911 - Train: 24.38% [305050/1251000] [243.8/1000.0] [batch_t 0.231 (0.248)] [data_t 0.007] [optim_t 0.224] [lr 0.002585] [CE 4.527 (4.540)] [KD 4.707 (4.756)] 2024-10-12 17:29:21,952 - Train: 24.39% [305100/1251000] [243.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.002585] [CE 3.878 (4.478)] [KD 4.453 (4.674)] 2024-10-12 17:29:34,640 - Train: 24.39% [305150/1251000] [243.9/1000.0] [batch_t 0.235 (0.254)] [data_t 0.010] [optim_t 0.225] [lr 0.002585] [CE 4.081 (4.465)] [KD 4.538 (4.652)] 2024-10-12 17:29:46,698 - Train: 24.40% [305200/1251000] [244.0/1000.0] [batch_t 0.230 (0.241)] [data_t 0.006] [optim_t 0.224] [lr 0.002585] [CE 4.610 (4.520)] [KD 4.751 (4.684)] 2024-10-12 17:30:05,993 - Test (net): 100.00% [50/50] [batch_t 0.449 (0.170)] [top1_cnt 35302] [top5_cnt 45049] [top_all 50000] 2024-10-12 17:30:05,994 - net: 70.604 (90.098) 2024-10-12 17:30:15,440 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 37976] [top5_cnt 46417] [top_all 50000] 2024-10-12 17:30:15,440 - net_E: 75.952 (92.834) 2024-10-12 17:30:15,664 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.952 (epoch: 244)] 2024-10-12 17:30:15,665 - ==> Total time: 20:52:08 Eta: 2 days, 16:39:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:30:30,372 - Train: 24.40% [305250/1251000] [244.0/1000.0] [batch_t 0.230 (0.350)] [data_t 0.007] [optim_t 0.223] [lr 0.002585] [CE 4.686 (4.511)] [KD 4.677 (4.508)] 2024-10-12 17:30:42,270 - Train: 24.40% [305300/1251000] [244.0/1000.0] [batch_t 0.251 (0.238)] [data_t 0.007] [optim_t 0.244] [lr 0.002585] [CE 5.026 (4.521)] [KD 4.908 (4.595)] 2024-10-12 17:30:54,587 - Train: 24.41% [305350/1251000] [244.1/1000.0] [batch_t 0.227 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.002584] [CE 4.602 (4.497)] [KD 4.574 (4.658)] 2024-10-12 17:31:07,010 - Train: 24.41% [305400/1251000] [244.1/1000.0] [batch_t 0.250 (0.248)] [data_t 0.009] [optim_t 0.241] [lr 0.002584] [CE 4.100 (4.444)] [KD 4.445 (4.676)] 2024-10-12 17:31:19,234 - Train: 24.42% [305450/1251000] [244.2/1000.0] [batch_t 0.221 (0.244)] [data_t 0.009] [optim_t 0.212] [lr 0.002584] [CE 4.250 (4.566)] [KD 4.458 (4.667)] 2024-10-12 17:31:31,557 - Train: 24.42% [305500/1251000] [244.2/1000.0] [batch_t 0.242 (0.246)] [data_t 0.010] [optim_t 0.231] [lr 0.002584] [CE 4.924 (4.480)] [KD 4.762 (4.623)] 2024-10-12 17:31:43,501 - Train: 24.42% [305550/1251000] [244.2/1000.0] [batch_t 0.226 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.002584] [CE 4.058 (4.609)] [KD 4.833 (4.789)] 2024-10-12 17:31:55,523 - Train: 24.43% [305600/1251000] [244.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002584] [CE 4.638 (4.489)] [KD 4.758 (4.647)] 2024-10-12 17:32:07,671 - Train: 24.43% [305650/1251000] [244.3/1000.0] [batch_t 0.257 (0.243)] [data_t 0.007] [optim_t 0.250] [lr 0.002584] [CE 4.145 (4.521)] [KD 4.695 (4.655)] 2024-10-12 17:32:19,795 - Train: 24.44% [305700/1251000] [244.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.002583] [CE 4.672 (4.542)] [KD 4.582 (4.720)] 2024-10-12 17:32:31,665 - Train: 24.44% [305750/1251000] [244.4/1000.0] [batch_t 0.258 (0.237)] [data_t 0.007] [optim_t 0.251] [lr 0.002583] [CE 3.583 (4.472)] [KD 4.264 (4.631)] 2024-10-12 17:32:43,891 - Train: 24.44% [305800/1251000] [244.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.002583] [CE 4.398 (4.514)] [KD 4.718 (4.635)] 2024-10-12 17:32:55,757 - Train: 24.45% [305850/1251000] [244.5/1000.0] [batch_t 0.219 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.002583] [CE 4.666 (4.463)] [KD 4.688 (4.634)] 2024-10-12 17:33:07,487 - Train: 24.45% [305900/1251000] [244.5/1000.0] [batch_t 0.238 (0.234)] [data_t 0.007] [optim_t 0.230] [lr 0.002583] [CE 4.149 (4.533)] [KD 4.646 (4.721)] 2024-10-12 17:33:19,939 - Train: 24.46% [305950/1251000] [244.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.010] [optim_t 0.225] [lr 0.002583] [CE 4.487 (4.439)] [KD 4.638 (4.636)] 2024-10-12 17:33:32,003 - Train: 24.46% [306000/1251000] [244.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.002583] [CE 4.771 (4.504)] [KD 4.841 (4.651)] 2024-10-12 17:33:44,056 - Train: 24.46% [306050/1251000] [244.6/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.002583] [CE 4.304 (4.447)] [KD 4.770 (4.682)] 2024-10-12 17:33:56,026 - Train: 24.47% [306100/1251000] [244.7/1000.0] [batch_t 0.427 (0.239)] [data_t 0.008] [optim_t 0.418] [lr 0.002582] [CE 4.612 (4.526)] [KD 4.733 (4.643)] 2024-10-12 17:34:07,529 - Train: 24.47% [306150/1251000] [244.7/1000.0] [batch_t 0.231 (0.230)] [data_t 0.006] [optim_t 0.225] [lr 0.002582] [CE 3.927 (4.442)] [KD 4.293 (4.695)] 2024-10-12 17:34:19,605 - Train: 24.48% [306200/1251000] [244.8/1000.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.002582] [CE 3.813 (4.436)] [KD 4.057 (4.581)] 2024-10-12 17:34:31,974 - Train: 24.48% [306250/1251000] [244.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.002582] [CE 4.791 (4.506)] [KD 4.804 (4.635)] 2024-10-12 17:34:43,830 - Train: 24.48% [306300/1251000] [244.8/1000.0] [batch_t 0.418 (0.237)] [data_t 0.007] [optim_t 0.411] [lr 0.002582] [CE 4.378 (4.538)] [KD 4.443 (4.689)] 2024-10-12 17:34:55,816 - Train: 24.49% [306350/1251000] [244.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002582] [CE 4.411 (4.496)] [KD 4.447 (4.638)] 2024-10-12 17:35:08,252 - Train: 24.49% [306400/1251000] [244.9/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.002582] [CE 4.805 (4.535)] [KD 4.616 (4.609)] 2024-10-12 17:35:20,013 - Train: 24.50% [306450/1251000] [245.0/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.002582] [CE 3.989 (4.485)] [KD 4.562 (4.634)] 2024-10-12 17:35:38,706 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.158)] [top1_cnt 35153] [top5_cnt 45016] [top_all 50000] 2024-10-12 17:35:38,707 - net: 70.306 (90.032) 2024-10-12 17:35:48,570 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.181)] [top1_cnt 37946] [top5_cnt 46404] [top_all 50000] 2024-10-12 17:35:48,571 - net_E: 75.892 (92.808) 2024-10-12 17:35:48,799 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.952 (epoch: 244)] 2024-10-12 17:35:48,799 - ==> Total time: 20:57:41 Eta: 2 days, 16:35:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:35:53,539 - Train: 24.50% [306500/1251000] [245.0/1000.0] [batch_t 0.221 (0.370)] [data_t 0.010] [optim_t 0.211] [lr 0.002581] [CE 4.505 (4.526)] [KD 4.723 (4.568)] 2024-10-12 17:36:06,391 - Train: 24.50% [306550/1251000] [245.0/1000.0] [batch_t 0.236 (0.257)] [data_t 0.008] [optim_t 0.228] [lr 0.002581] [CE 4.172 (4.516)] [KD 4.397 (4.533)] 2024-10-12 17:36:19,214 - Train: 24.51% [306600/1251000] [245.1/1000.0] [batch_t 0.235 (0.256)] [data_t 0.007] [optim_t 0.227] [lr 0.002581] [CE 4.660 (4.557)] [KD 4.547 (4.640)] 2024-10-12 17:36:31,795 - Train: 24.51% [306650/1251000] [245.1/1000.0] [batch_t 0.248 (0.251)] [data_t 0.007] [optim_t 0.241] [lr 0.002581] [CE 4.430 (4.439)] [KD 4.412 (4.574)] 2024-10-12 17:36:43,864 - Train: 24.52% [306700/1251000] [245.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002581] [CE 4.055 (4.494)] [KD 4.303 (4.602)] 2024-10-12 17:36:56,095 - Train: 24.52% [306750/1251000] [245.2/1000.0] [batch_t 0.226 (0.244)] [data_t 0.007] [optim_t 0.219] [lr 0.002581] [CE 4.332 (4.504)] [KD 4.628 (4.602)] 2024-10-12 17:37:08,324 - Train: 24.52% [306800/1251000] [245.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.002581] [CE 4.187 (4.544)] [KD 4.474 (4.547)] 2024-10-12 17:37:20,374 - Train: 24.53% [306850/1251000] [245.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.010] [optim_t 0.224] [lr 0.002580] [CE 5.106 (4.587)] [KD 4.774 (4.713)] 2024-10-12 17:37:32,823 - Train: 24.53% [306900/1251000] [245.3/1000.0] [batch_t 0.226 (0.249)] [data_t 0.008] [optim_t 0.218] [lr 0.002580] [CE 4.615 (4.461)] [KD 4.615 (4.644)] 2024-10-12 17:37:44,954 - Train: 24.54% [306950/1251000] [245.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002580] [CE 4.286 (4.465)] [KD 4.979 (4.682)] 2024-10-12 17:37:56,751 - Train: 24.54% [307000/1251000] [245.4/1000.0] [batch_t 0.252 (0.236)] [data_t 0.009] [optim_t 0.243] [lr 0.002580] [CE 4.555 (4.409)] [KD 4.450 (4.582)] 2024-10-12 17:38:08,907 - Train: 24.54% [307050/1251000] [245.4/1000.0] [batch_t 0.222 (0.243)] [data_t 0.008] [optim_t 0.214] [lr 0.002580] [CE 4.437 (4.431)] [KD 4.492 (4.620)] 2024-10-12 17:38:20,515 - Train: 24.55% [307100/1251000] [245.5/1000.0] [batch_t 0.227 (0.232)] [data_t 0.007] [optim_t 0.220] [lr 0.002580] [CE 4.441 (4.433)] [KD 4.428 (4.595)] 2024-10-12 17:38:32,148 - Train: 24.55% [307150/1251000] [245.5/1000.0] [batch_t 0.221 (0.233)] [data_t 0.008] [optim_t 0.213] [lr 0.002580] [CE 4.622 (4.530)] [KD 4.693 (4.711)] 2024-10-12 17:38:44,052 - Train: 24.56% [307200/1251000] [245.6/1000.0] [batch_t 0.224 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.002580] [CE 4.911 (4.579)] [KD 4.686 (4.699)] 2024-10-12 17:38:55,647 - Train: 24.56% [307250/1251000] [245.6/1000.0] [batch_t 0.219 (0.232)] [data_t 0.007] [optim_t 0.213] [lr 0.002579] [CE 4.362 (4.495)] [KD 4.533 (4.704)] 2024-10-12 17:39:07,321 - Train: 24.56% [307300/1251000] [245.6/1000.0] [batch_t 0.238 (0.233)] [data_t 0.006] [optim_t 0.232] [lr 0.002579] [CE 4.193 (4.486)] [KD 4.296 (4.608)] 2024-10-12 17:39:19,154 - Train: 24.57% [307350/1251000] [245.7/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.002579] [CE 4.334 (4.519)] [KD 4.334 (4.643)] 2024-10-12 17:39:31,343 - Train: 24.57% [307400/1251000] [245.7/1000.0] [batch_t 0.214 (0.244)] [data_t 0.008] [optim_t 0.205] [lr 0.002579] [CE 4.502 (4.539)] [KD 4.560 (4.690)] 2024-10-12 17:39:43,392 - Train: 24.58% [307450/1251000] [245.8/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.002579] [CE 4.105 (4.474)] [KD 4.304 (4.586)] 2024-10-12 17:39:55,343 - Train: 24.58% [307500/1251000] [245.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.225] [lr 0.002579] [CE 4.107 (4.504)] [KD 4.552 (4.614)] 2024-10-12 17:40:07,797 - Train: 24.58% [307550/1251000] [245.8/1000.0] [batch_t 0.232 (0.249)] [data_t 0.010] [optim_t 0.222] [lr 0.002579] [CE 4.768 (4.549)] [KD 4.554 (4.577)] 2024-10-12 17:40:20,168 - Train: 24.59% [307600/1251000] [245.9/1000.0] [batch_t 0.250 (0.247)] [data_t 0.011] [optim_t 0.240] [lr 0.002579] [CE 4.830 (4.527)] [KD 4.898 (4.632)] 2024-10-12 17:40:32,515 - Train: 24.59% [307650/1251000] [245.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.010] [optim_t 0.224] [lr 0.002578] [CE 4.548 (4.440)] [KD 4.560 (4.599)] 2024-10-12 17:40:44,549 - Train: 24.60% [307700/1251000] [246.0/1000.0] [batch_t 0.245 (0.241)] [data_t 0.006] [optim_t 0.238] [lr 0.002578] [CE 4.629 (4.462)] [KD 4.584 (4.623)] 2024-10-12 17:41:05,543 - Test (net): 100.00% [50/50] [batch_t 0.086 (0.185)] [top1_cnt 34677] [top5_cnt 44771] [top_all 50000] 2024-10-12 17:41:05,544 - net: 69.354 (89.542) 2024-10-12 17:41:14,421 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 37933] [top5_cnt 46404] [top_all 50000] 2024-10-12 17:41:14,422 - net_E: 75.866 (92.808) 2024-10-12 17:41:14,635 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.952 (epoch: 244)] 2024-10-12 17:41:14,635 - ==> Total time: 21:03:07 Eta: 2 days, 16:31:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:41:19,374 - Train: 24.60% [307750/1251000] [246.0/1000.0] [batch_t 0.214 (0.372)] [data_t 0.007] [optim_t 0.207] [lr 0.002578] [CE 3.929 (4.566)] [KD 4.490 (4.624)] 2024-10-12 17:41:31,833 - Train: 24.60% [307800/1251000] [246.0/1000.0] [batch_t 0.241 (0.249)] [data_t 0.010] [optim_t 0.231] [lr 0.002578] [CE 4.693 (4.455)] [KD 4.704 (4.545)] 2024-10-12 17:41:44,044 - Train: 24.61% [307850/1251000] [246.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.002578] [CE 4.609 (4.450)] [KD 4.885 (4.598)] 2024-10-12 17:41:55,802 - Train: 24.61% [307900/1251000] [246.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.006] [optim_t 0.225] [lr 0.002578] [CE 4.536 (4.532)] [KD 4.725 (4.715)] 2024-10-12 17:42:08,026 - Train: 24.62% [307950/1251000] [246.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.233] [lr 0.002578] [CE 4.092 (4.496)] [KD 4.286 (4.654)] 2024-10-12 17:42:19,886 - Train: 24.62% [308000/1251000] [246.2/1000.0] [batch_t 0.243 (0.237)] [data_t 0.007] [optim_t 0.237] [lr 0.002578] [CE 4.555 (4.402)] [KD 4.705 (4.577)] 2024-10-12 17:42:32,072 - Train: 24.62% [308050/1251000] [246.2/1000.0] [batch_t 0.461 (0.244)] [data_t 0.006] [optim_t 0.455] [lr 0.002577] [CE 4.423 (4.461)] [KD 4.578 (4.596)] 2024-10-12 17:42:44,529 - Train: 24.63% [308100/1251000] [246.3/1000.0] [batch_t 0.228 (0.249)] [data_t 0.010] [optim_t 0.218] [lr 0.002577] [CE 4.041 (4.570)] [KD 4.199 (4.690)] 2024-10-12 17:42:56,650 - Train: 24.63% [308150/1251000] [246.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.006] [optim_t 0.235] [lr 0.002577] [CE 4.483 (4.417)] [KD 4.122 (4.617)] 2024-10-12 17:43:08,613 - Train: 24.64% [308200/1251000] [246.4/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.002577] [CE 3.769 (4.465)] [KD 4.356 (4.618)] 2024-10-12 17:43:20,810 - Train: 24.64% [308250/1251000] [246.4/1000.0] [batch_t 0.213 (0.244)] [data_t 0.006] [optim_t 0.207] [lr 0.002577] [CE 4.558 (4.536)] [KD 4.640 (4.577)] 2024-10-12 17:43:32,928 - Train: 24.64% [308300/1251000] [246.4/1000.0] [batch_t 0.220 (0.242)] [data_t 0.008] [optim_t 0.212] [lr 0.002577] [CE 4.655 (4.464)] [KD 4.848 (4.630)] 2024-10-12 17:43:44,754 - Train: 24.65% [308350/1251000] [246.5/1000.0] [batch_t 0.238 (0.236)] [data_t 0.010] [optim_t 0.228] [lr 0.002577] [CE 4.830 (4.554)] [KD 4.552 (4.667)] 2024-10-12 17:43:57,261 - Train: 24.65% [308400/1251000] [246.5/1000.0] [batch_t 0.219 (0.250)] [data_t 0.008] [optim_t 0.211] [lr 0.002576] [CE 4.456 (4.507)] [KD 4.770 (4.641)] 2024-10-12 17:44:09,232 - Train: 24.66% [308450/1251000] [246.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.002576] [CE 5.020 (4.442)] [KD 5.183 (4.645)] 2024-10-12 17:44:21,086 - Train: 24.66% [308500/1251000] [246.6/1000.0] [batch_t 0.251 (0.237)] [data_t 0.007] [optim_t 0.244] [lr 0.002576] [CE 4.945 (4.523)] [KD 4.736 (4.648)] 2024-10-12 17:44:33,748 - Train: 24.66% [308550/1251000] [246.6/1000.0] [batch_t 0.226 (0.253)] [data_t 0.010] [optim_t 0.216] [lr 0.002576] [CE 4.532 (4.439)] [KD 4.539 (4.593)] 2024-10-12 17:44:45,972 - Train: 24.67% [308600/1251000] [246.7/1000.0] [batch_t 0.247 (0.244)] [data_t 0.006] [optim_t 0.241] [lr 0.002576] [CE 4.941 (4.520)] [KD 4.774 (4.660)] 2024-10-12 17:44:57,953 - Train: 24.67% [308650/1251000] [246.7/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.002576] [CE 4.268 (4.457)] [KD 4.241 (4.622)] 2024-10-12 17:45:10,911 - Train: 24.68% [308700/1251000] [246.8/1000.0] [batch_t 0.238 (0.259)] [data_t 0.007] [optim_t 0.232] [lr 0.002576] [CE 4.418 (4.444)] [KD 4.599 (4.530)] 2024-10-12 17:45:23,522 - Train: 24.68% [308750/1251000] [246.8/1000.0] [batch_t 0.259 (0.252)] [data_t 0.006] [optim_t 0.252] [lr 0.002576] [CE 4.581 (4.398)] [KD 4.767 (4.529)] 2024-10-12 17:45:35,422 - Train: 24.68% [308800/1251000] [246.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.008] [optim_t 0.225] [lr 0.002575] [CE 4.271 (4.548)] [KD 4.515 (4.694)] 2024-10-12 17:45:47,414 - Train: 24.69% [308850/1251000] [246.9/1000.0] [batch_t 0.223 (0.240)] [data_t 0.006] [optim_t 0.217] [lr 0.002575] [CE 4.581 (4.537)] [KD 4.765 (4.621)] 2024-10-12 17:45:59,640 - Train: 24.69% [308900/1251000] [246.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.008] [optim_t 0.230] [lr 0.002575] [CE 3.663 (4.490)] [KD 4.300 (4.605)] 2024-10-12 17:46:11,609 - Train: 24.70% [308950/1251000] [247.0/1000.0] [batch_t 0.228 (0.239)] [data_t 0.006] [optim_t 0.222] [lr 0.002575] [CE 5.037 (4.523)] [KD 4.683 (4.646)] 2024-10-12 17:46:31,907 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 35204] [top5_cnt 44927] [top_all 50000] 2024-10-12 17:46:31,908 - net: 70.408 (89.854) 2024-10-12 17:46:41,258 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.171)] [top1_cnt 37933] [top5_cnt 46406] [top_all 50000] 2024-10-12 17:46:41,259 - net_E: 75.866 (92.812) 2024-10-12 17:46:41,477 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.952 (epoch: 244)] 2024-10-12 17:46:41,477 - ==> Total time: 21:08:34 Eta: 2 days, 16:27:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:46:46,379 - Train: 24.70% [309000/1251000] [247.0/1000.0] [batch_t 0.232 (0.466)] [data_t 0.008] [optim_t 0.224] [lr 0.002575] [CE 4.200 (4.674)] [KD 4.493 (4.564)] 2024-10-12 17:46:58,595 - Train: 24.70% [309050/1251000] [247.0/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002575] [CE 4.873 (4.550)] [KD 4.804 (4.675)] 2024-10-12 17:47:10,536 - Train: 24.71% [309100/1251000] [247.1/1000.0] [batch_t 0.241 (0.239)] [data_t 0.010] [optim_t 0.231] [lr 0.002575] [CE 4.659 (4.529)] [KD 4.655 (4.625)] 2024-10-12 17:47:22,463 - Train: 24.71% [309150/1251000] [247.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.007] [optim_t 0.224] [lr 0.002575] [CE 4.669 (4.557)] [KD 4.737 (4.631)] 2024-10-12 17:47:34,734 - Train: 24.72% [309200/1251000] [247.2/1000.0] [batch_t 0.223 (0.245)] [data_t 0.010] [optim_t 0.213] [lr 0.002574] [CE 5.311 (4.512)] [KD 4.797 (4.591)] 2024-10-12 17:47:46,783 - Train: 24.72% [309250/1251000] [247.2/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.002574] [CE 4.710 (4.495)] [KD 4.548 (4.586)] 2024-10-12 17:47:58,693 - Train: 24.72% [309300/1251000] [247.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002574] [CE 4.881 (4.441)] [KD 4.972 (4.599)] 2024-10-12 17:48:11,097 - Train: 24.73% [309350/1251000] [247.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.008] [optim_t 0.229] [lr 0.002574] [CE 4.533 (4.473)] [KD 4.599 (4.680)] 2024-10-12 17:48:22,928 - Train: 24.73% [309400/1251000] [247.3/1000.0] [batch_t 0.245 (0.236)] [data_t 0.010] [optim_t 0.235] [lr 0.002574] [CE 4.836 (4.516)] [KD 4.619 (4.691)] 2024-10-12 17:48:35,016 - Train: 24.74% [309450/1251000] [247.4/1000.0] [batch_t 0.220 (0.242)] [data_t 0.008] [optim_t 0.211] [lr 0.002574] [CE 4.473 (4.470)] [KD 4.647 (4.628)] 2024-10-12 17:48:47,004 - Train: 24.74% [309500/1251000] [247.4/1000.0] [batch_t 0.223 (0.240)] [data_t 0.010] [optim_t 0.213] [lr 0.002574] [CE 4.490 (4.472)] [KD 4.454 (4.687)] 2024-10-12 17:48:59,116 - Train: 24.74% [309550/1251000] [247.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002573] [CE 4.355 (4.540)] [KD 4.668 (4.664)] 2024-10-12 17:49:11,048 - Train: 24.75% [309600/1251000] [247.5/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.002573] [CE 4.912 (4.575)] [KD 5.218 (4.722)] 2024-10-12 17:49:22,797 - Train: 24.75% [309650/1251000] [247.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.008] [optim_t 0.227] [lr 0.002573] [CE 4.465 (4.560)] [KD 4.664 (4.713)] 2024-10-12 17:49:35,130 - Train: 24.76% [309700/1251000] [247.6/1000.0] [batch_t 0.245 (0.246)] [data_t 0.008] [optim_t 0.236] [lr 0.002573] [CE 4.524 (4.594)] [KD 4.631 (4.734)] 2024-10-12 17:49:47,167 - Train: 24.76% [309750/1251000] [247.6/1000.0] [batch_t 0.226 (0.241)] [data_t 0.007] [optim_t 0.219] [lr 0.002573] [CE 4.349 (4.446)] [KD 4.519 (4.597)] 2024-10-12 17:49:59,036 - Train: 24.76% [309800/1251000] [247.6/1000.0] [batch_t 0.247 (0.237)] [data_t 0.010] [optim_t 0.237] [lr 0.002573] [CE 4.379 (4.412)] [KD 4.385 (4.583)] 2024-10-12 17:50:11,573 - Train: 24.77% [309850/1251000] [247.7/1000.0] [batch_t 0.230 (0.251)] [data_t 0.008] [optim_t 0.222] [lr 0.002573] [CE 4.327 (4.472)] [KD 4.537 (4.618)] 2024-10-12 17:50:23,304 - Train: 24.77% [309900/1251000] [247.7/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002573] [CE 4.526 (4.544)] [KD 4.695 (4.656)] 2024-10-12 17:50:35,428 - Train: 24.78% [309950/1251000] [247.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.002572] [CE 4.197 (4.505)] [KD 4.323 (4.637)] 2024-10-12 17:50:47,635 - Train: 24.78% [310000/1251000] [247.8/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.002572] [CE 4.652 (4.489)] [KD 4.906 (4.660)] 2024-10-12 17:50:59,562 - Train: 24.78% [310050/1251000] [247.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.002572] [CE 4.301 (4.490)] [KD 4.382 (4.572)] 2024-10-12 17:51:11,720 - Train: 24.79% [310100/1251000] [247.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.002572] [CE 4.662 (4.499)] [KD 4.587 (4.622)] 2024-10-12 17:51:24,340 - Train: 24.79% [310150/1251000] [247.9/1000.0] [batch_t 0.239 (0.252)] [data_t 0.008] [optim_t 0.231] [lr 0.002572] [CE 4.242 (4.441)] [KD 4.701 (4.565)] 2024-10-12 17:51:36,175 - Train: 24.80% [310200/1251000] [248.0/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.214] [lr 0.002572] [CE 4.382 (4.545)] [KD 4.559 (4.687)] 2024-10-12 17:51:56,117 - Test (net): 100.00% [50/50] [batch_t 0.281 (0.158)] [top1_cnt 35031] [top5_cnt 44974] [top_all 50000] 2024-10-12 17:51:56,118 - net: 70.062 (89.948) 2024-10-12 17:52:05,207 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.166)] [top1_cnt 37919] [top5_cnt 46426] [top_all 50000] 2024-10-12 17:52:05,208 - net_E: 75.838 (92.852) 2024-10-12 17:52:05,382 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.952 (epoch: 244)] 2024-10-12 17:52:05,383 - ==> Total time: 21:13:58 Eta: 2 days, 16:23:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:52:10,108 - Train: 24.80% [310250/1251000] [248.0/1000.0] [batch_t 0.211 (0.536)] [data_t 0.008] [optim_t 0.203] [lr 0.002572] [CE 4.569 (4.592)] [KD 4.475 (4.558)] 2024-10-12 17:52:21,917 - Train: 24.80% [310300/1251000] [248.0/1000.0] [batch_t 0.246 (0.236)] [data_t 0.009] [optim_t 0.237] [lr 0.002571] [CE 3.893 (4.498)] [KD 4.267 (4.634)] 2024-10-12 17:52:34,122 - Train: 24.81% [310350/1251000] [248.1/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.002571] [CE 4.343 (4.476)] [KD 4.572 (4.544)] 2024-10-12 17:52:45,845 - Train: 24.81% [310400/1251000] [248.1/1000.0] [batch_t 0.237 (0.234)] [data_t 0.007] [optim_t 0.230] [lr 0.002571] [CE 4.657 (4.478)] [KD 4.529 (4.576)] 2024-10-12 17:52:57,740 - Train: 24.82% [310450/1251000] [248.2/1000.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.002571] [CE 4.535 (4.500)] [KD 4.467 (4.647)] 2024-10-12 17:53:09,727 - Train: 24.82% [310500/1251000] [248.2/1000.0] [batch_t 0.224 (0.240)] [data_t 0.007] [optim_t 0.216] [lr 0.002571] [CE 4.668 (4.475)] [KD 4.370 (4.557)] 2024-10-12 17:53:21,797 - Train: 24.82% [310550/1251000] [248.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.002571] [CE 4.722 (4.488)] [KD 4.632 (4.557)] 2024-10-12 17:53:34,272 - Train: 24.83% [310600/1251000] [248.3/1000.0] [batch_t 0.231 (0.249)] [data_t 0.010] [optim_t 0.221] [lr 0.002571] [CE 4.613 (4.463)] [KD 4.653 (4.572)] 2024-10-12 17:53:46,426 - Train: 24.83% [310650/1251000] [248.3/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.002571] [CE 4.943 (4.515)] [KD 4.663 (4.578)] 2024-10-12 17:53:58,115 - Train: 24.84% [310700/1251000] [248.4/1000.0] [batch_t 0.230 (0.234)] [data_t 0.008] [optim_t 0.222] [lr 0.002570] [CE 3.760 (4.471)] [KD 4.024 (4.574)] 2024-10-12 17:54:10,346 - Train: 24.84% [310750/1251000] [248.4/1000.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.002570] [CE 4.562 (4.488)] [KD 4.583 (4.633)] 2024-10-12 17:54:22,615 - Train: 24.84% [310800/1251000] [248.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.006] [optim_t 0.231] [lr 0.002570] [CE 4.748 (4.485)] [KD 4.794 (4.571)] 2024-10-12 17:54:34,734 - Train: 24.85% [310850/1251000] [248.5/1000.0] [batch_t 0.217 (0.242)] [data_t 0.007] [optim_t 0.209] [lr 0.002570] [CE 4.780 (4.503)] [KD 4.826 (4.650)] 2024-10-12 17:54:47,064 - Train: 24.85% [310900/1251000] [248.5/1000.0] [batch_t 0.228 (0.246)] [data_t 0.008] [optim_t 0.220] [lr 0.002570] [CE 4.590 (4.459)] [KD 4.668 (4.628)] 2024-10-12 17:54:59,391 - Train: 24.86% [310950/1251000] [248.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.002570] [CE 4.343 (4.467)] [KD 4.409 (4.630)] 2024-10-12 17:55:11,505 - Train: 24.86% [311000/1251000] [248.6/1000.0] [batch_t 0.243 (0.242)] [data_t 0.006] [optim_t 0.237] [lr 0.002570] [CE 4.790 (4.538)] [KD 4.815 (4.633)] 2024-10-12 17:55:24,011 - Train: 24.86% [311050/1251000] [248.6/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.219] [lr 0.002570] [CE 4.476 (4.497)] [KD 4.751 (4.706)] 2024-10-12 17:55:36,286 - Train: 24.87% [311100/1251000] [248.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.002569] [CE 4.704 (4.506)] [KD 4.710 (4.694)] 2024-10-12 17:55:48,288 - Train: 24.87% [311150/1251000] [248.7/1000.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.002569] [CE 4.724 (4.550)] [KD 4.427 (4.670)] 2024-10-12 17:56:00,604 - Train: 24.88% [311200/1251000] [248.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.002569] [CE 4.537 (4.475)] [KD 4.798 (4.650)] 2024-10-12 17:56:12,896 - Train: 24.88% [311250/1251000] [248.8/1000.0] [batch_t 0.229 (0.246)] [data_t 0.008] [optim_t 0.221] [lr 0.002569] [CE 4.255 (4.504)] [KD 4.467 (4.594)] 2024-10-12 17:56:24,569 - Train: 24.88% [311300/1251000] [248.8/1000.0] [batch_t 0.229 (0.233)] [data_t 0.007] [optim_t 0.221] [lr 0.002569] [CE 4.652 (4.483)] [KD 4.600 (4.629)] 2024-10-12 17:56:36,893 - Train: 24.89% [311350/1251000] [248.9/1000.0] [batch_t 0.225 (0.246)] [data_t 0.010] [optim_t 0.215] [lr 0.002569] [CE 4.447 (4.440)] [KD 4.530 (4.639)] 2024-10-12 17:56:49,315 - Train: 24.89% [311400/1251000] [248.9/1000.0] [batch_t 0.535 (0.248)] [data_t 0.011] [optim_t 0.525] [lr 0.002569] [CE 4.567 (4.542)] [KD 4.882 (4.591)] 2024-10-12 17:57:01,715 - Train: 24.90% [311450/1251000] [249.0/1000.0] [batch_t 0.255 (0.248)] [data_t 0.011] [optim_t 0.244] [lr 0.002568] [CE 4.390 (4.487)] [KD 4.486 (4.598)] 2024-10-12 17:57:21,864 - Test (net): 100.00% [50/50] [batch_t 0.059 (0.153)] [top1_cnt 34992] [top5_cnt 44873] [top_all 50000] 2024-10-12 17:57:21,864 - net: 69.984 (89.746) 2024-10-12 17:57:31,178 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 37947] [top5_cnt 46437] [top_all 50000] 2024-10-12 17:57:31,179 - net_E: 75.894 (92.874) 2024-10-12 17:57:31,360 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.952 (epoch: 244)] 2024-10-12 17:57:31,361 - ==> Total time: 21:19:24 Eta: 2 days, 16:18:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 17:57:35,241 - Train: 24.90% [311500/1251000] [249.0/1000.0] [batch_t 0.574 (0.574)] [data_t 0.324] [optim_t 0.250] [lr 0.002568] [CE 4.951 (4.951)] [KD 4.964 (4.964)] 2024-10-12 17:57:47,260 - Train: 24.90% [311550/1251000] [249.0/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002568] [CE 4.582 (4.497)] [KD 4.518 (4.619)] 2024-10-12 17:58:00,040 - Train: 24.91% [311600/1251000] [249.1/1000.0] [batch_t 0.244 (0.255)] [data_t 0.008] [optim_t 0.236] [lr 0.002568] [CE 4.973 (4.491)] [KD 4.621 (4.578)] 2024-10-12 17:58:12,227 - Train: 24.91% [311650/1251000] [249.1/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.002568] [CE 4.817 (4.498)] [KD 4.760 (4.543)] 2024-10-12 17:58:23,889 - Train: 24.92% [311700/1251000] [249.2/1000.0] [batch_t 0.229 (0.233)] [data_t 0.006] [optim_t 0.222] [lr 0.002568] [CE 4.863 (4.431)] [KD 4.677 (4.572)] 2024-10-12 17:58:36,351 - Train: 24.92% [311750/1251000] [249.2/1000.0] [batch_t 0.222 (0.249)] [data_t 0.009] [optim_t 0.213] [lr 0.002568] [CE 4.320 (4.452)] [KD 4.304 (4.545)] 2024-10-12 17:58:48,304 - Train: 24.92% [311800/1251000] [249.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.002568] [CE 4.833 (4.531)] [KD 4.841 (4.589)] 2024-10-12 17:59:00,466 - Train: 24.93% [311850/1251000] [249.3/1000.0] [batch_t 0.222 (0.243)] [data_t 0.008] [optim_t 0.214] [lr 0.002567] [CE 4.245 (4.545)] [KD 4.373 (4.578)] 2024-10-12 17:59:13,177 - Train: 24.93% [311900/1251000] [249.3/1000.0] [batch_t 0.227 (0.254)] [data_t 0.007] [optim_t 0.220] [lr 0.002567] [CE 4.010 (4.473)] [KD 4.229 (4.559)] 2024-10-12 17:59:25,213 - Train: 24.94% [311950/1251000] [249.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.011] [optim_t 0.223] [lr 0.002567] [CE 4.718 (4.437)] [KD 4.900 (4.550)] 2024-10-12 17:59:37,202 - Train: 24.94% [312000/1251000] [249.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002567] [CE 4.926 (4.465)] [KD 4.874 (4.665)] 2024-10-12 17:59:49,509 - Train: 24.94% [312050/1251000] [249.4/1000.0] [batch_t 0.222 (0.246)] [data_t 0.007] [optim_t 0.215] [lr 0.002567] [CE 4.318 (4.435)] [KD 4.343 (4.523)] 2024-10-12 18:00:01,396 - Train: 24.95% [312100/1251000] [249.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.002567] [CE 4.695 (4.409)] [KD 4.691 (4.495)] 2024-10-12 18:00:13,477 - Train: 24.95% [312150/1251000] [249.5/1000.0] [batch_t 0.224 (0.241)] [data_t 0.010] [optim_t 0.214] [lr 0.002567] [CE 4.536 (4.505)] [KD 4.605 (4.620)] 2024-10-12 18:00:25,323 - Train: 24.96% [312200/1251000] [249.6/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.223] [lr 0.002567] [CE 4.781 (4.536)] [KD 5.122 (4.667)] 2024-10-12 18:00:37,248 - Train: 24.96% [312250/1251000] [249.6/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.002566] [CE 4.757 (4.518)] [KD 4.975 (4.662)] 2024-10-12 18:00:48,917 - Train: 24.96% [312300/1251000] [249.6/1000.0] [batch_t 0.235 (0.233)] [data_t 0.010] [optim_t 0.225] [lr 0.002566] [CE 4.209 (4.552)] [KD 4.679 (4.627)] 2024-10-12 18:01:01,508 - Train: 24.97% [312350/1251000] [249.7/1000.0] [batch_t 0.238 (0.252)] [data_t 0.006] [optim_t 0.232] [lr 0.002566] [CE 4.903 (4.452)] [KD 4.968 (4.667)] 2024-10-12 18:01:13,800 - Train: 24.97% [312400/1251000] [249.7/1000.0] [batch_t 0.224 (0.246)] [data_t 0.008] [optim_t 0.217] [lr 0.002566] [CE 4.075 (4.526)] [KD 4.538 (4.617)] 2024-10-12 18:01:25,620 - Train: 24.98% [312450/1251000] [249.8/1000.0] [batch_t 0.229 (0.236)] [data_t 0.008] [optim_t 0.221] [lr 0.002566] [CE 4.060 (4.501)] [KD 4.564 (4.653)] 2024-10-12 18:01:37,715 - Train: 24.98% [312500/1251000] [249.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.002566] [CE 4.773 (4.529)] [KD 4.498 (4.643)] 2024-10-12 18:01:49,795 - Train: 24.98% [312550/1251000] [249.8/1000.0] [batch_t 0.219 (0.241)] [data_t 0.007] [optim_t 0.212] [lr 0.002566] [CE 4.486 (4.449)] [KD 4.530 (4.575)] 2024-10-12 18:02:02,079 - Train: 24.99% [312600/1251000] [249.9/1000.0] [batch_t 0.212 (0.246)] [data_t 0.006] [optim_t 0.206] [lr 0.002565] [CE 4.943 (4.487)] [KD 4.922 (4.602)] 2024-10-12 18:02:14,240 - Train: 24.99% [312650/1251000] [249.9/1000.0] [batch_t 0.230 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.002565] [CE 4.604 (4.524)] [KD 4.792 (4.664)] 2024-10-12 18:02:26,537 - Train: 25.00% [312700/1251000] [250.0/1000.0] [batch_t 0.238 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.002565] [CE 4.741 (4.531)] [KD 4.707 (4.679)] 2024-10-12 18:02:38,508 - Train: 25.00% [312750/1251000] [250.0/1000.0] [batch_t 0.206 (0.239)] [data_t 0.007] [optim_t 0.199] [lr 0.002565] [CE 4.075 (4.525)] [KD 4.587 (4.693)] 2024-10-12 18:02:47,064 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 35145] [top5_cnt 44998] [top_all 50000] 2024-10-12 18:02:47,065 - net: 70.290 (89.996) 2024-10-12 18:02:55,927 - Test (net_E): 100.00% [50/50] [batch_t 0.343 (0.161)] [top1_cnt 37932] [top5_cnt 46458] [top_all 50000] 2024-10-12 18:02:55,928 - net_E: 75.864 (92.916) 2024-10-12 18:02:56,120 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.952 (epoch: 244)] 2024-10-12 18:02:56,121 - ==> Total time: 21:24:48 Eta: 2 days, 16:14:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:03:11,779 - Train: 25.00% [312800/1251000] [250.0/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002565] [CE 4.057 (4.486)] [KD 4.738 (4.641)] 2024-10-12 18:03:24,106 - Train: 25.01% [312850/1251000] [250.1/1000.0] [batch_t 0.214 (0.246)] [data_t 0.006] [optim_t 0.207] [lr 0.002565] [CE 4.029 (4.495)] [KD 4.366 (4.645)] 2024-10-12 18:03:36,513 - Train: 25.01% [312900/1251000] [250.1/1000.0] [batch_t 0.248 (0.248)] [data_t 0.008] [optim_t 0.240] [lr 0.002565] [CE 4.309 (4.491)] [KD 4.672 (4.595)] 2024-10-12 18:03:48,824 - Train: 25.02% [312950/1251000] [250.2/1000.0] [batch_t 0.254 (0.246)] [data_t 0.007] [optim_t 0.247] [lr 0.002565] [CE 4.226 (4.438)] [KD 4.478 (4.593)] 2024-10-12 18:04:01,439 - Train: 25.02% [313000/1251000] [250.2/1000.0] [batch_t 0.468 (0.252)] [data_t 0.006] [optim_t 0.462] [lr 0.002564] [CE 4.435 (4.472)] [KD 4.642 (4.701)] 2024-10-12 18:04:13,066 - Train: 25.02% [313050/1251000] [250.2/1000.0] [batch_t 0.234 (0.232)] [data_t 0.007] [optim_t 0.227] [lr 0.002564] [CE 4.517 (4.487)] [KD 4.430 (4.582)] 2024-10-12 18:04:25,049 - Train: 25.03% [313100/1251000] [250.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.008] [optim_t 0.225] [lr 0.002564] [CE 4.218 (4.453)] [KD 4.479 (4.567)] 2024-10-12 18:04:37,171 - Train: 25.03% [313150/1251000] [250.3/1000.0] [batch_t 0.227 (0.242)] [data_t 0.007] [optim_t 0.220] [lr 0.002564] [CE 4.406 (4.466)] [KD 4.310 (4.629)] 2024-10-12 18:04:49,210 - Train: 25.04% [313200/1251000] [250.4/1000.0] [batch_t 0.220 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.002564] [CE 4.498 (4.411)] [KD 4.736 (4.618)] 2024-10-12 18:05:01,131 - Train: 25.04% [313250/1251000] [250.4/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.002564] [CE 4.650 (4.538)] [KD 4.512 (4.675)] 2024-10-12 18:05:13,594 - Train: 25.04% [313300/1251000] [250.4/1000.0] [batch_t 0.237 (0.249)] [data_t 0.007] [optim_t 0.229] [lr 0.002564] [CE 5.008 (4.517)] [KD 4.804 (4.644)] 2024-10-12 18:05:25,576 - Train: 25.05% [313350/1251000] [250.5/1000.0] [batch_t 0.270 (0.239)] [data_t 0.009] [optim_t 0.261] [lr 0.002563] [CE 4.524 (4.516)] [KD 4.695 (4.663)] 2024-10-12 18:05:37,603 - Train: 25.05% [313400/1251000] [250.5/1000.0] [batch_t 0.254 (0.240)] [data_t 0.010] [optim_t 0.244] [lr 0.002563] [CE 4.724 (4.470)] [KD 4.804 (4.647)] 2024-10-12 18:05:49,768 - Train: 25.06% [313450/1251000] [250.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002563] [CE 4.727 (4.482)] [KD 4.876 (4.580)] 2024-10-12 18:06:01,694 - Train: 25.06% [313500/1251000] [250.6/1000.0] [batch_t 0.465 (0.238)] [data_t 0.008] [optim_t 0.458] [lr 0.002563] [CE 4.285 (4.441)] [KD 4.700 (4.663)] 2024-10-12 18:06:13,770 - Train: 25.06% [313550/1251000] [250.6/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.002563] [CE 4.441 (4.431)] [KD 4.453 (4.605)] 2024-10-12 18:06:25,883 - Train: 25.07% [313600/1251000] [250.7/1000.0] [batch_t 0.227 (0.242)] [data_t 0.006] [optim_t 0.221] [lr 0.002563] [CE 4.461 (4.514)] [KD 5.026 (4.704)] 2024-10-12 18:06:37,557 - Train: 25.07% [313650/1251000] [250.7/1000.0] [batch_t 0.236 (0.233)] [data_t 0.008] [optim_t 0.227] [lr 0.002563] [CE 4.387 (4.429)] [KD 4.321 (4.604)] 2024-10-12 18:06:49,365 - Train: 25.08% [313700/1251000] [250.8/1000.0] [batch_t 0.239 (0.236)] [data_t 0.006] [optim_t 0.233] [lr 0.002563] [CE 4.542 (4.567)] [KD 4.530 (4.721)] 2024-10-12 18:07:01,762 - Train: 25.08% [313750/1251000] [250.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.010] [optim_t 0.226] [lr 0.002562] [CE 4.985 (4.537)] [KD 4.755 (4.704)] 2024-10-12 18:07:13,878 - Train: 25.08% [313800/1251000] [250.8/1000.0] [batch_t 0.221 (0.242)] [data_t 0.006] [optim_t 0.215] [lr 0.002562] [CE 4.685 (4.463)] [KD 4.662 (4.580)] 2024-10-12 18:07:25,866 - Train: 25.09% [313850/1251000] [250.9/1000.0] [batch_t 0.245 (0.240)] [data_t 0.008] [optim_t 0.237] [lr 0.002562] [CE 4.344 (4.450)] [KD 4.563 (4.536)] 2024-10-12 18:07:38,433 - Train: 25.09% [313900/1251000] [250.9/1000.0] [batch_t 0.261 (0.251)] [data_t 0.010] [optim_t 0.251] [lr 0.002562] [CE 5.027 (4.565)] [KD 4.857 (4.681)] 2024-10-12 18:07:50,487 - Train: 25.10% [313950/1251000] [251.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002562] [CE 4.576 (4.468)] [KD 4.480 (4.612)] 2024-10-12 18:08:02,019 - Train: 25.10% [314000/1251000] [251.0/1000.0] [batch_t 0.223 (0.230)] [data_t 0.006] [optim_t 0.217] [lr 0.002562] [CE 4.705 (4.489)] [KD 4.780 (4.604)] 2024-10-12 18:08:12,744 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.199)] [top1_cnt 34886] [top5_cnt 44904] [top_all 50000] 2024-10-12 18:08:12,745 - net: 69.772 (89.808) 2024-10-12 18:08:22,212 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.171)] [top1_cnt 37953] [top5_cnt 46475] [top_all 50000] 2024-10-12 18:08:22,213 - net_E: 75.906 (92.950) 2024-10-12 18:08:22,376 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.952 (epoch: 244)] 2024-10-12 18:08:22,376 - ==> Total time: 21:30:15 Eta: 2 days, 16:10:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:08:38,460 - Train: 25.10% [314050/1251000] [251.0/1000.0] [batch_t 0.244 (0.262)] [data_t 0.008] [optim_t 0.236] [lr 0.002562] [CE 4.323 (4.434)] [KD 4.427 (4.533)] 2024-10-12 18:08:51,505 - Train: 25.11% [314100/1251000] [251.1/1000.0] [batch_t 0.242 (0.261)] [data_t 0.009] [optim_t 0.232] [lr 0.002561] [CE 5.172 (4.533)] [KD 5.026 (4.604)] 2024-10-12 18:09:03,323 - Train: 25.11% [314150/1251000] [251.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.002561] [CE 4.637 (4.578)] [KD 4.685 (4.723)] 2024-10-12 18:09:15,785 - Train: 25.12% [314200/1251000] [251.2/1000.0] [batch_t 0.220 (0.249)] [data_t 0.009] [optim_t 0.212] [lr 0.002561] [CE 4.717 (4.491)] [KD 4.445 (4.580)] 2024-10-12 18:09:28,388 - Train: 25.12% [314250/1251000] [251.2/1000.0] [batch_t 0.240 (0.252)] [data_t 0.010] [optim_t 0.230] [lr 0.002561] [CE 4.497 (4.516)] [KD 4.547 (4.616)] 2024-10-12 18:09:40,495 - Train: 25.12% [314300/1251000] [251.2/1000.0] [batch_t 0.244 (0.242)] [data_t 0.008] [optim_t 0.236] [lr 0.002561] [CE 4.522 (4.517)] [KD 4.616 (4.691)] 2024-10-12 18:09:52,684 - Train: 25.13% [314350/1251000] [251.3/1000.0] [batch_t 0.519 (0.244)] [data_t 0.008] [optim_t 0.511] [lr 0.002561] [CE 4.913 (4.506)] [KD 4.725 (4.607)] 2024-10-12 18:10:05,072 - Train: 25.13% [314400/1251000] [251.3/1000.0] [batch_t 0.227 (0.248)] [data_t 0.007] [optim_t 0.221] [lr 0.002561] [CE 4.425 (4.463)] [KD 4.670 (4.539)] 2024-10-12 18:10:17,058 - Train: 25.14% [314450/1251000] [251.4/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.002561] [CE 4.084 (4.425)] [KD 4.369 (4.597)] 2024-10-12 18:10:29,264 - Train: 25.14% [314500/1251000] [251.4/1000.0] [batch_t 0.223 (0.244)] [data_t 0.010] [optim_t 0.213] [lr 0.002560] [CE 4.475 (4.426)] [KD 4.412 (4.608)] 2024-10-12 18:10:41,987 - Train: 25.14% [314550/1251000] [251.4/1000.0] [batch_t 0.255 (0.254)] [data_t 0.008] [optim_t 0.247] [lr 0.002560] [CE 4.562 (4.536)] [KD 4.629 (4.666)] 2024-10-12 18:10:53,642 - Train: 25.15% [314600/1251000] [251.5/1000.0] [batch_t 0.228 (0.233)] [data_t 0.008] [optim_t 0.219] [lr 0.002560] [CE 4.145 (4.562)] [KD 4.278 (4.637)] 2024-10-12 18:11:05,718 - Train: 25.15% [314650/1251000] [251.5/1000.0] [batch_t 0.223 (0.241)] [data_t 0.007] [optim_t 0.216] [lr 0.002560] [CE 4.602 (4.580)] [KD 4.445 (4.639)] 2024-10-12 18:11:18,718 - Train: 25.16% [314700/1251000] [251.6/1000.0] [batch_t 0.221 (0.260)] [data_t 0.008] [optim_t 0.213] [lr 0.002560] [CE 4.393 (4.458)] [KD 4.503 (4.616)] 2024-10-12 18:11:30,866 - Train: 25.16% [314750/1251000] [251.6/1000.0] [batch_t 0.243 (0.243)] [data_t 0.006] [optim_t 0.237] [lr 0.002560] [CE 4.637 (4.492)] [KD 4.783 (4.643)] 2024-10-12 18:11:42,728 - Train: 25.16% [314800/1251000] [251.6/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.002560] [CE 4.408 (4.530)] [KD 4.541 (4.590)] 2024-10-12 18:11:55,265 - Train: 25.17% [314850/1251000] [251.7/1000.0] [batch_t 0.425 (0.251)] [data_t 0.007] [optim_t 0.418] [lr 0.002560] [CE 4.594 (4.472)] [KD 4.661 (4.740)] 2024-10-12 18:12:07,216 - Train: 25.17% [314900/1251000] [251.7/1000.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.002559] [CE 4.479 (4.518)] [KD 4.540 (4.550)] 2024-10-12 18:12:19,367 - Train: 25.18% [314950/1251000] [251.8/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.002559] [CE 4.556 (4.442)] [KD 4.470 (4.610)] 2024-10-12 18:12:31,756 - Train: 25.18% [315000/1251000] [251.8/1000.0] [batch_t 0.223 (0.248)] [data_t 0.008] [optim_t 0.214] [lr 0.002559] [CE 4.612 (4.544)] [KD 4.475 (4.639)] 2024-10-12 18:12:43,895 - Train: 25.18% [315050/1251000] [251.8/1000.0] [batch_t 0.222 (0.243)] [data_t 0.006] [optim_t 0.216] [lr 0.002559] [CE 4.879 (4.484)] [KD 4.569 (4.665)] 2024-10-12 18:12:56,169 - Train: 25.19% [315100/1251000] [251.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002559] [CE 4.256 (4.523)] [KD 4.485 (4.588)] 2024-10-12 18:13:08,237 - Train: 25.19% [315150/1251000] [251.9/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002559] [CE 4.422 (4.525)] [KD 4.657 (4.582)] 2024-10-12 18:13:20,535 - Train: 25.20% [315200/1251000] [252.0/1000.0] [batch_t 0.246 (0.246)] [data_t 0.008] [optim_t 0.238] [lr 0.002559] [CE 3.936 (4.490)] [KD 4.612 (4.638)] 2024-10-12 18:13:32,279 - Train: 25.20% [315250/1251000] [252.0/1000.0] [batch_t 0.210 (0.235)] [data_t 0.009] [optim_t 0.201] [lr 0.002558] [CE 4.405 (4.430)] [KD 4.574 (4.584)] 2024-10-12 18:13:42,913 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.193)] [top1_cnt 35370] [top5_cnt 45151] [top_all 50000] 2024-10-12 18:13:42,913 - net: 70.740 (90.302) 2024-10-12 18:13:53,677 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.199)] [top1_cnt 37983] [top5_cnt 46449] [top_all 50000] 2024-10-12 18:13:53,678 - net_E: 75.966 (92.898) 2024-10-12 18:13:53,908 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.966 (epoch: 252)] 2024-10-12 18:13:53,908 - ==> Total time: 21:35:46 Eta: 2 days, 16:06:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:14:19,976 - Train: 25.20% [315300/1251000] [252.0/1000.0] [batch_t 0.231 (0.264)] [data_t 0.008] [optim_t 0.222] [lr 0.002558] [CE 4.292 (4.490)] [KD 4.413 (4.548)] 2024-10-12 18:14:32,516 - Train: 25.21% [315350/1251000] [252.1/1000.0] [batch_t 0.247 (0.251)] [data_t 0.010] [optim_t 0.237] [lr 0.002558] [CE 4.295 (4.485)] [KD 4.590 (4.624)] 2024-10-12 18:14:45,005 - Train: 25.21% [315400/1251000] [252.1/1000.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.236] [lr 0.002558] [CE 4.558 (4.542)] [KD 4.598 (4.680)] 2024-10-12 18:14:57,068 - Train: 25.22% [315450/1251000] [252.2/1000.0] [batch_t 0.426 (0.241)] [data_t 0.010] [optim_t 0.416] [lr 0.002558] [CE 4.630 (4.456)] [KD 4.593 (4.610)] 2024-10-12 18:15:08,800 - Train: 25.22% [315500/1251000] [252.2/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.002558] [CE 4.360 (4.462)] [KD 4.674 (4.665)] 2024-10-12 18:15:20,697 - Train: 25.22% [315550/1251000] [252.2/1000.0] [batch_t 0.256 (0.238)] [data_t 0.008] [optim_t 0.248] [lr 0.002558] [CE 5.028 (4.469)] [KD 4.788 (4.619)] 2024-10-12 18:15:33,121 - Train: 25.23% [315600/1251000] [252.3/1000.0] [batch_t 0.217 (0.248)] [data_t 0.008] [optim_t 0.209] [lr 0.002558] [CE 4.590 (4.576)] [KD 4.652 (4.708)] 2024-10-12 18:15:45,151 - Train: 25.23% [315650/1251000] [252.3/1000.0] [batch_t 0.226 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.002557] [CE 4.250 (4.558)] [KD 4.614 (4.624)] 2024-10-12 18:15:57,233 - Train: 25.24% [315700/1251000] [252.4/1000.0] [batch_t 0.224 (0.241)] [data_t 0.007] [optim_t 0.217] [lr 0.002557] [CE 4.358 (4.428)] [KD 4.552 (4.593)] 2024-10-12 18:16:09,237 - Train: 25.24% [315750/1251000] [252.4/1000.0] [batch_t 0.243 (0.240)] [data_t 0.007] [optim_t 0.236] [lr 0.002557] [CE 4.350 (4.512)] [KD 4.435 (4.690)] 2024-10-12 18:16:21,248 - Train: 25.24% [315800/1251000] [252.4/1000.0] [batch_t 0.223 (0.240)] [data_t 0.007] [optim_t 0.216] [lr 0.002557] [CE 4.411 (4.501)] [KD 4.483 (4.700)] 2024-10-12 18:16:33,183 - Train: 25.25% [315850/1251000] [252.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.002557] [CE 4.112 (4.555)] [KD 4.443 (4.684)] 2024-10-12 18:16:45,323 - Train: 25.25% [315900/1251000] [252.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.232] [lr 0.002557] [CE 4.618 (4.506)] [KD 4.882 (4.600)] 2024-10-12 18:16:57,445 - Train: 25.26% [315950/1251000] [252.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.002557] [CE 4.721 (4.536)] [KD 4.739 (4.678)] 2024-10-12 18:17:09,213 - Train: 25.26% [316000/1251000] [252.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.002556] [CE 4.947 (4.500)] [KD 4.896 (4.707)] 2024-10-12 18:17:21,695 - Train: 25.26% [316050/1251000] [252.6/1000.0] [batch_t 0.225 (0.249)] [data_t 0.007] [optim_t 0.218] [lr 0.002556] [CE 4.419 (4.531)] [KD 4.931 (4.773)] 2024-10-12 18:17:33,781 - Train: 25.27% [316100/1251000] [252.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.002556] [CE 4.845 (4.541)] [KD 4.661 (4.649)] 2024-10-12 18:17:45,873 - Train: 25.27% [316150/1251000] [252.7/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.002556] [CE 4.238 (4.525)] [KD 4.317 (4.684)] 2024-10-12 18:17:58,066 - Train: 25.28% [316200/1251000] [252.8/1000.0] [batch_t 0.224 (0.244)] [data_t 0.007] [optim_t 0.217] [lr 0.002556] [CE 4.092 (4.466)] [KD 4.354 (4.636)] 2024-10-12 18:18:10,463 - Train: 25.28% [316250/1251000] [252.8/1000.0] [batch_t 0.228 (0.248)] [data_t 0.008] [optim_t 0.220] [lr 0.002556] [CE 4.364 (4.434)] [KD 4.477 (4.554)] 2024-10-12 18:18:22,169 - Train: 25.28% [316300/1251000] [252.8/1000.0] [batch_t 0.238 (0.234)] [data_t 0.008] [optim_t 0.230] [lr 0.002556] [CE 4.327 (4.468)] [KD 4.333 (4.619)] 2024-10-12 18:18:34,810 - Train: 25.29% [316350/1251000] [252.9/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.002556] [CE 4.410 (4.492)] [KD 4.599 (4.643)] 2024-10-12 18:18:47,102 - Train: 25.29% [316400/1251000] [252.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.010] [optim_t 0.225] [lr 0.002555] [CE 4.695 (4.461)] [KD 4.534 (4.657)] 2024-10-12 18:18:58,952 - Train: 25.30% [316450/1251000] [253.0/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.215] [lr 0.002555] [CE 4.913 (4.433)] [KD 4.977 (4.596)] 2024-10-12 18:19:10,651 - Train: 25.30% [316500/1251000] [253.0/1000.0] [batch_t 0.203 (0.234)] [data_t 0.008] [optim_t 0.195] [lr 0.002555] [CE 4.264 (4.406)] [KD 4.246 (4.558)] 2024-10-12 18:19:20,512 - Test (net): 100.00% [50/50] [batch_t 0.115 (0.172)] [top1_cnt 35071] [top5_cnt 44942] [top_all 50000] 2024-10-12 18:19:20,513 - net: 70.142 (89.884) 2024-10-12 18:19:29,282 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.158)] [top1_cnt 37955] [top5_cnt 46445] [top_all 50000] 2024-10-12 18:19:29,282 - net_E: 75.910 (92.890) 2024-10-12 18:19:29,485 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.966 (epoch: 252)] 2024-10-12 18:19:29,486 - ==> Total time: 21:41:22 Eta: 2 days, 16:02:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:19:44,603 - Train: 25.30% [316550/1251000] [253.0/1000.0] [batch_t 0.229 (0.250)] [data_t 0.010] [optim_t 0.220] [lr 0.002555] [CE 4.083 (4.476)] [KD 4.171 (4.522)] 2024-10-12 18:19:57,277 - Train: 25.31% [316600/1251000] [253.1/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.002555] [CE 4.524 (4.503)] [KD 4.933 (4.621)] 2024-10-12 18:20:09,547 - Train: 25.31% [316650/1251000] [253.1/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.002555] [CE 4.339 (4.488)] [KD 4.549 (4.554)] 2024-10-12 18:20:21,520 - Train: 25.32% [316700/1251000] [253.2/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.221] [lr 0.002555] [CE 4.080 (4.459)] [KD 4.277 (4.593)] 2024-10-12 18:20:33,394 - Train: 25.32% [316750/1251000] [253.2/1000.0] [batch_t 0.247 (0.237)] [data_t 0.008] [optim_t 0.239] [lr 0.002554] [CE 4.500 (4.467)] [KD 4.447 (4.573)] 2024-10-12 18:20:46,335 - Train: 25.32% [316800/1251000] [253.2/1000.0] [batch_t 0.451 (0.259)] [data_t 0.010] [optim_t 0.441] [lr 0.002554] [CE 4.828 (4.502)] [KD 4.701 (4.617)] 2024-10-12 18:20:58,343 - Train: 25.33% [316850/1251000] [253.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.230] [lr 0.002554] [CE 4.502 (4.544)] [KD 4.632 (4.601)] 2024-10-12 18:21:10,368 - Train: 25.33% [316900/1251000] [253.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.002554] [CE 4.787 (4.532)] [KD 4.713 (4.607)] 2024-10-12 18:21:22,563 - Train: 25.34% [316950/1251000] [253.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.006] [optim_t 0.232] [lr 0.002554] [CE 4.322 (4.389)] [KD 4.294 (4.532)] 2024-10-12 18:21:34,631 - Train: 25.34% [317000/1251000] [253.4/1000.0] [batch_t 0.249 (0.241)] [data_t 0.008] [optim_t 0.242] [lr 0.002554] [CE 4.672 (4.483)] [KD 4.511 (4.658)] 2024-10-12 18:21:46,912 - Train: 25.34% [317050/1251000] [253.4/1000.0] [batch_t 0.222 (0.245)] [data_t 0.008] [optim_t 0.214] [lr 0.002554] [CE 4.795 (4.463)] [KD 4.610 (4.581)] 2024-10-12 18:21:59,139 - Train: 25.35% [317100/1251000] [253.5/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.233] [lr 0.002554] [CE 4.522 (4.492)] [KD 4.842 (4.579)] 2024-10-12 18:22:11,313 - Train: 25.35% [317150/1251000] [253.5/1000.0] [batch_t 0.245 (0.243)] [data_t 0.008] [optim_t 0.237] [lr 0.002553] [CE 4.170 (4.446)] [KD 4.409 (4.587)] 2024-10-12 18:22:23,577 - Train: 25.36% [317200/1251000] [253.6/1000.0] [batch_t 0.230 (0.245)] [data_t 0.006] [optim_t 0.223] [lr 0.002553] [CE 4.706 (4.531)] [KD 4.754 (4.628)] 2024-10-12 18:22:36,149 - Train: 25.36% [317250/1251000] [253.6/1000.0] [batch_t 0.229 (0.251)] [data_t 0.008] [optim_t 0.221] [lr 0.002553] [CE 4.764 (4.475)] [KD 4.784 (4.622)] 2024-10-12 18:22:47,895 - Train: 25.36% [317300/1251000] [253.6/1000.0] [batch_t 0.238 (0.235)] [data_t 0.008] [optim_t 0.230] [lr 0.002553] [CE 3.786 (4.466)] [KD 4.465 (4.560)] 2024-10-12 18:22:59,689 - Train: 25.37% [317350/1251000] [253.7/1000.0] [batch_t 0.257 (0.236)] [data_t 0.008] [optim_t 0.249] [lr 0.002553] [CE 4.397 (4.496)] [KD 4.564 (4.644)] 2024-10-12 18:23:11,966 - Train: 25.37% [317400/1251000] [253.7/1000.0] [batch_t 0.521 (0.245)] [data_t 0.007] [optim_t 0.515] [lr 0.002553] [CE 4.597 (4.531)] [KD 4.780 (4.632)] 2024-10-12 18:23:24,052 - Train: 25.38% [317450/1251000] [253.8/1000.0] [batch_t 0.245 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.002553] [CE 4.795 (4.494)] [KD 4.622 (4.646)] 2024-10-12 18:23:36,032 - Train: 25.38% [317500/1251000] [253.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.002552] [CE 4.877 (4.485)] [KD 4.886 (4.580)] 2024-10-12 18:23:48,349 - Train: 25.38% [317550/1251000] [253.8/1000.0] [batch_t 0.223 (0.246)] [data_t 0.008] [optim_t 0.215] [lr 0.002552] [CE 3.698 (4.447)] [KD 4.383 (4.559)] 2024-10-12 18:23:59,791 - Train: 25.39% [317600/1251000] [253.9/1000.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.221] [lr 0.002552] [CE 4.610 (4.462)] [KD 5.055 (4.662)] 2024-10-12 18:24:12,156 - Train: 25.39% [317650/1251000] [253.9/1000.0] [batch_t 0.228 (0.247)] [data_t 0.010] [optim_t 0.218] [lr 0.002552] [CE 4.873 (4.507)] [KD 4.599 (4.638)] 2024-10-12 18:24:24,250 - Train: 25.40% [317700/1251000] [254.0/1000.0] [batch_t 0.426 (0.242)] [data_t 0.008] [optim_t 0.418] [lr 0.002552] [CE 4.759 (4.502)] [KD 4.483 (4.580)] 2024-10-12 18:24:35,675 - Train: 25.40% [317750/1251000] [254.0/1000.0] [batch_t 0.206 (0.228)] [data_t 0.008] [optim_t 0.198] [lr 0.002552] [CE 4.965 (4.464)] [KD 4.730 (4.596)] 2024-10-12 18:24:46,367 - Test (net): 100.00% [50/50] [batch_t 0.237 (0.185)] [top1_cnt 35305] [top5_cnt 45086] [top_all 50000] 2024-10-12 18:24:46,368 - net: 70.610 (90.172) 2024-10-12 18:24:55,194 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.160)] [top1_cnt 37978] [top5_cnt 46449] [top_all 50000] 2024-10-12 18:24:55,194 - net_E: 75.956 (92.898) 2024-10-12 18:24:55,430 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 75.966 (epoch: 252)] 2024-10-12 18:24:55,431 - ==> Total time: 21:46:48 Eta: 2 days, 15:58:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:25:10,932 - Train: 25.40% [317800/1251000] [254.0/1000.0] [batch_t 0.232 (0.276)] [data_t 0.011] [optim_t 0.221] [lr 0.002552] [CE 4.774 (4.455)] [KD 4.966 (4.518)] 2024-10-12 18:25:23,519 - Train: 25.41% [317850/1251000] [254.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.010] [optim_t 0.225] [lr 0.002552] [CE 4.566 (4.491)] [KD 4.948 (4.628)] 2024-10-12 18:25:35,284 - Train: 25.41% [317900/1251000] [254.1/1000.0] [batch_t 0.237 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.002551] [CE 4.684 (4.529)] [KD 4.613 (4.588)] 2024-10-12 18:25:47,846 - Train: 25.42% [317950/1251000] [254.2/1000.0] [batch_t 0.236 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.002551] [CE 4.531 (4.528)] [KD 4.619 (4.599)] 2024-10-12 18:26:00,217 - Train: 25.42% [318000/1251000] [254.2/1000.0] [batch_t 0.241 (0.247)] [data_t 0.010] [optim_t 0.231] [lr 0.002551] [CE 4.580 (4.484)] [KD 4.668 (4.518)] 2024-10-12 18:26:12,449 - Train: 25.42% [318050/1251000] [254.2/1000.0] [batch_t 0.226 (0.244)] [data_t 0.008] [optim_t 0.218] [lr 0.002551] [CE 4.164 (4.456)] [KD 4.198 (4.607)] 2024-10-12 18:26:24,472 - Train: 25.43% [318100/1251000] [254.3/1000.0] [batch_t 0.219 (0.240)] [data_t 0.007] [optim_t 0.211] [lr 0.002551] [CE 4.425 (4.486)] [KD 4.735 (4.613)] 2024-10-12 18:26:37,024 - Train: 25.43% [318150/1251000] [254.3/1000.0] [batch_t 0.239 (0.251)] [data_t 0.006] [optim_t 0.232] [lr 0.002551] [CE 4.439 (4.458)] [KD 4.665 (4.655)] 2024-10-12 18:26:48,981 - Train: 25.44% [318200/1251000] [254.4/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002551] [CE 4.887 (4.453)] [KD 4.550 (4.582)] 2024-10-12 18:27:01,238 - Train: 25.44% [318250/1251000] [254.4/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.002550] [CE 4.758 (4.476)] [KD 4.774 (4.601)] 2024-10-12 18:27:13,377 - Train: 25.44% [318300/1251000] [254.4/1000.0] [batch_t 0.220 (0.243)] [data_t 0.007] [optim_t 0.213] [lr 0.002550] [CE 4.557 (4.558)] [KD 4.506 (4.705)] 2024-10-12 18:27:25,952 - Train: 25.45% [318350/1251000] [254.5/1000.0] [batch_t 0.225 (0.251)] [data_t 0.010] [optim_t 0.215] [lr 0.002550] [CE 4.663 (4.446)] [KD 4.643 (4.617)] 2024-10-12 18:27:38,305 - Train: 25.45% [318400/1251000] [254.5/1000.0] [batch_t 0.224 (0.247)] [data_t 0.006] [optim_t 0.218] [lr 0.002550] [CE 4.325 (4.479)] [KD 4.758 (4.609)] 2024-10-12 18:27:50,244 - Train: 25.46% [318450/1251000] [254.6/1000.0] [batch_t 0.412 (0.239)] [data_t 0.007] [optim_t 0.405] [lr 0.002550] [CE 4.133 (4.443)] [KD 4.558 (4.567)] 2024-10-12 18:28:02,577 - Train: 25.46% [318500/1251000] [254.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.002550] [CE 4.509 (4.495)] [KD 4.607 (4.633)] 2024-10-12 18:28:15,483 - Train: 25.46% [318550/1251000] [254.6/1000.0] [batch_t 0.244 (0.258)] [data_t 0.007] [optim_t 0.237] [lr 0.002550] [CE 4.579 (4.466)] [KD 4.819 (4.595)] 2024-10-12 18:28:27,647 - Train: 25.47% [318600/1251000] [254.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.002550] [CE 4.098 (4.494)] [KD 4.431 (4.617)] 2024-10-12 18:28:40,035 - Train: 25.47% [318650/1251000] [254.7/1000.0] [batch_t 0.233 (0.248)] [data_t 0.007] [optim_t 0.226] [lr 0.002549] [CE 4.587 (4.557)] [KD 4.832 (4.673)] 2024-10-12 18:28:52,270 - Train: 25.48% [318700/1251000] [254.8/1000.0] [batch_t 0.563 (0.244)] [data_t 0.007] [optim_t 0.555] [lr 0.002549] [CE 4.313 (4.504)] [KD 4.534 (4.606)] 2024-10-12 18:29:04,833 - Train: 25.48% [318750/1251000] [254.8/1000.0] [batch_t 0.229 (0.251)] [data_t 0.008] [optim_t 0.221] [lr 0.002549] [CE 4.308 (4.500)] [KD 4.749 (4.625)] 2024-10-12 18:29:16,848 - Train: 25.48% [318800/1251000] [254.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.227] [lr 0.002549] [CE 4.720 (4.401)] [KD 4.772 (4.603)] 2024-10-12 18:29:29,362 - Train: 25.49% [318850/1251000] [254.9/1000.0] [batch_t 0.233 (0.250)] [data_t 0.007] [optim_t 0.226] [lr 0.002549] [CE 4.372 (4.445)] [KD 4.733 (4.594)] 2024-10-12 18:29:41,860 - Train: 25.49% [318900/1251000] [254.9/1000.0] [batch_t 0.246 (0.250)] [data_t 0.007] [optim_t 0.238] [lr 0.002549] [CE 4.392 (4.470)] [KD 4.497 (4.633)] 2024-10-12 18:29:54,580 - Train: 25.50% [318950/1251000] [255.0/1000.0] [batch_t 0.250 (0.254)] [data_t 0.006] [optim_t 0.243] [lr 0.002549] [CE 4.366 (4.476)] [KD 4.766 (4.620)] 2024-10-12 18:30:06,872 - Train: 25.50% [319000/1251000] [255.0/1000.0] [batch_t 0.225 (0.246)] [data_t 0.006] [optim_t 0.220] [lr 0.002548] [CE 4.510 (4.515)] [KD 4.509 (4.639)] 2024-10-12 18:30:17,845 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.186)] [top1_cnt 35420] [top5_cnt 45085] [top_all 50000] 2024-10-12 18:30:17,846 - net: 70.840 (90.170) 2024-10-12 18:30:26,959 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 38011] [top5_cnt 46431] [top_all 50000] 2024-10-12 18:30:26,960 - net_E: 76.022 (92.862) 2024-10-12 18:30:27,192 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 18:30:27,193 - ==> Total time: 21:52:19 Eta: 2 days, 15:54:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:30:54,968 - Train: 25.50% [319050/1251000] [255.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.002548] [CE 4.814 (4.523)] [KD 4.697 (4.560)] 2024-10-12 18:31:07,393 - Train: 25.51% [319100/1251000] [255.1/1000.0] [batch_t 0.231 (0.248)] [data_t 0.007] [optim_t 0.224] [lr 0.002548] [CE 4.692 (4.499)] [KD 4.674 (4.622)] 2024-10-12 18:31:19,836 - Train: 25.51% [319150/1251000] [255.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.007] [optim_t 0.229] [lr 0.002548] [CE 4.675 (4.397)] [KD 4.894 (4.566)] 2024-10-12 18:31:31,391 - Train: 25.52% [319200/1251000] [255.2/1000.0] [batch_t 0.232 (0.231)] [data_t 0.008] [optim_t 0.224] [lr 0.002548] [CE 5.007 (4.525)] [KD 5.110 (4.688)] 2024-10-12 18:31:43,346 - Train: 25.52% [319250/1251000] [255.2/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.002548] [CE 3.991 (4.438)] [KD 4.172 (4.555)] 2024-10-12 18:31:55,268 - Train: 25.52% [319300/1251000] [255.2/1000.0] [batch_t 0.243 (0.238)] [data_t 0.011] [optim_t 0.232] [lr 0.002548] [CE 4.416 (4.480)] [KD 4.537 (4.592)] 2024-10-12 18:32:07,904 - Train: 25.53% [319350/1251000] [255.3/1000.0] [batch_t 0.226 (0.253)] [data_t 0.007] [optim_t 0.218] [lr 0.002548] [CE 4.410 (4.534)] [KD 4.805 (4.679)] 2024-10-12 18:32:19,873 - Train: 25.53% [319400/1251000] [255.3/1000.0] [batch_t 0.217 (0.239)] [data_t 0.006] [optim_t 0.211] [lr 0.002547] [CE 4.840 (4.519)] [KD 4.936 (4.683)] 2024-10-12 18:32:31,765 - Train: 25.54% [319450/1251000] [255.4/1000.0] [batch_t 0.253 (0.238)] [data_t 0.007] [optim_t 0.246] [lr 0.002547] [CE 4.892 (4.500)] [KD 4.819 (4.624)] 2024-10-12 18:32:43,843 - Train: 25.54% [319500/1251000] [255.4/1000.0] [batch_t 0.244 (0.241)] [data_t 0.007] [optim_t 0.238] [lr 0.002547] [CE 4.533 (4.495)] [KD 4.717 (4.623)] 2024-10-12 18:32:56,185 - Train: 25.54% [319550/1251000] [255.4/1000.0] [batch_t 0.215 (0.247)] [data_t 0.007] [optim_t 0.208] [lr 0.002547] [CE 4.503 (4.540)] [KD 4.502 (4.640)] 2024-10-12 18:33:08,076 - Train: 25.55% [319600/1251000] [255.5/1000.0] [batch_t 0.220 (0.238)] [data_t 0.011] [optim_t 0.209] [lr 0.002547] [CE 4.745 (4.539)] [KD 4.864 (4.638)] 2024-10-12 18:33:19,548 - Train: 25.55% [319650/1251000] [255.5/1000.0] [batch_t 0.235 (0.229)] [data_t 0.010] [optim_t 0.225] [lr 0.002547] [CE 4.691 (4.476)] [KD 4.643 (4.623)] 2024-10-12 18:33:31,589 - Train: 25.56% [319700/1251000] [255.6/1000.0] [batch_t 0.242 (0.241)] [data_t 0.010] [optim_t 0.232] [lr 0.002547] [CE 4.538 (4.484)] [KD 4.781 (4.626)] 2024-10-12 18:33:43,951 - Train: 25.56% [319750/1251000] [255.6/1000.0] [batch_t 0.222 (0.247)] [data_t 0.010] [optim_t 0.212] [lr 0.002546] [CE 4.334 (4.527)] [KD 4.656 (4.654)] 2024-10-12 18:33:55,406 - Train: 25.56% [319800/1251000] [255.6/1000.0] [batch_t 0.233 (0.229)] [data_t 0.008] [optim_t 0.226] [lr 0.002546] [CE 4.043 (4.457)] [KD 4.404 (4.599)] 2024-10-12 18:34:07,130 - Train: 25.57% [319850/1251000] [255.7/1000.0] [batch_t 0.246 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.002546] [CE 4.258 (4.504)] [KD 4.412 (4.640)] 2024-10-12 18:34:19,382 - Train: 25.57% [319900/1251000] [255.7/1000.0] [batch_t 0.228 (0.245)] [data_t 0.009] [optim_t 0.219] [lr 0.002546] [CE 4.681 (4.507)] [KD 4.837 (4.679)] 2024-10-12 18:34:31,473 - Train: 25.58% [319950/1251000] [255.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002546] [CE 4.893 (4.519)] [KD 4.844 (4.653)] 2024-10-12 18:34:43,374 - Train: 25.58% [320000/1251000] [255.8/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.002546] [CE 4.512 (4.529)] [KD 4.633 (4.664)] 2024-10-12 18:34:55,081 - Train: 25.58% [320050/1251000] [255.8/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.002546] [CE 4.376 (4.456)] [KD 4.461 (4.578)] 2024-10-12 18:35:07,177 - Train: 25.59% [320100/1251000] [255.9/1000.0] [batch_t 0.224 (0.242)] [data_t 0.009] [optim_t 0.216] [lr 0.002545] [CE 4.439 (4.491)] [KD 4.245 (4.648)] 2024-10-12 18:35:19,440 - Train: 25.59% [320150/1251000] [255.9/1000.0] [batch_t 0.434 (0.245)] [data_t 0.009] [optim_t 0.426] [lr 0.002545] [CE 4.529 (4.469)] [KD 4.724 (4.581)] 2024-10-12 18:35:31,496 - Train: 25.60% [320200/1251000] [256.0/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.002545] [CE 4.729 (4.537)] [KD 4.614 (4.611)] 2024-10-12 18:35:43,406 - Train: 25.60% [320250/1251000] [256.0/1000.0] [batch_t 0.217 (0.238)] [data_t 0.008] [optim_t 0.210] [lr 0.002545] [CE 5.021 (4.481)] [KD 5.010 (4.654)] 2024-10-12 18:35:53,199 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.157)] [top1_cnt 35261] [top5_cnt 45023] [top_all 50000] 2024-10-12 18:35:53,200 - net: 70.522 (90.046) 2024-10-12 18:36:02,390 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.168)] [top1_cnt 37971] [top5_cnt 46441] [top_all 50000] 2024-10-12 18:36:02,391 - net_E: 75.942 (92.882) 2024-10-12 18:36:02,598 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 18:36:02,598 - ==> Total time: 21:57:55 Eta: 2 days, 15:50:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:36:19,003 - Train: 25.60% [320300/1251000] [256.0/1000.0] [batch_t 0.226 (0.253)] [data_t 0.014] [optim_t 0.212] [lr 0.002545] [CE 4.350 (4.436)] [KD 4.231 (4.512)] 2024-10-12 18:36:31,470 - Train: 25.61% [320350/1251000] [256.1/1000.0] [batch_t 0.223 (0.249)] [data_t 0.007] [optim_t 0.216] [lr 0.002545] [CE 4.389 (4.483)] [KD 4.524 (4.535)] 2024-10-12 18:36:43,292 - Train: 25.61% [320400/1251000] [256.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.011] [optim_t 0.222] [lr 0.002545] [CE 3.939 (4.463)] [KD 4.428 (4.542)] 2024-10-12 18:36:54,892 - Train: 25.62% [320450/1251000] [256.2/1000.0] [batch_t 0.233 (0.232)] [data_t 0.010] [optim_t 0.223] [lr 0.002545] [CE 4.692 (4.520)] [KD 4.693 (4.582)] 2024-10-12 18:37:07,293 - Train: 25.62% [320500/1251000] [256.2/1000.0] [batch_t 0.241 (0.248)] [data_t 0.008] [optim_t 0.233] [lr 0.002544] [CE 4.600 (4.500)] [KD 4.714 (4.603)] 2024-10-12 18:37:19,403 - Train: 25.62% [320550/1251000] [256.2/1000.0] [batch_t 0.224 (0.242)] [data_t 0.008] [optim_t 0.216] [lr 0.002544] [CE 3.881 (4.541)] [KD 4.273 (4.598)] 2024-10-12 18:37:31,158 - Train: 25.63% [320600/1251000] [256.3/1000.0] [batch_t 0.246 (0.235)] [data_t 0.007] [optim_t 0.239] [lr 0.002544] [CE 4.650 (4.462)] [KD 4.662 (4.573)] 2024-10-12 18:37:43,510 - Train: 25.63% [320650/1251000] [256.3/1000.0] [batch_t 0.239 (0.247)] [data_t 0.007] [optim_t 0.232] [lr 0.002544] [CE 3.887 (4.417)] [KD 4.361 (4.525)] 2024-10-12 18:37:55,491 - Train: 25.64% [320700/1251000] [256.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.002544] [CE 4.363 (4.499)] [KD 4.291 (4.605)] 2024-10-12 18:38:08,040 - Train: 25.64% [320750/1251000] [256.4/1000.0] [batch_t 0.259 (0.251)] [data_t 0.010] [optim_t 0.249] [lr 0.002544] [CE 4.922 (4.512)] [KD 5.002 (4.571)] 2024-10-12 18:38:20,099 - Train: 25.64% [320800/1251000] [256.4/1000.0] [batch_t 0.244 (0.241)] [data_t 0.007] [optim_t 0.237] [lr 0.002544] [CE 4.552 (4.496)] [KD 4.484 (4.641)] 2024-10-12 18:38:32,153 - Train: 25.65% [320850/1251000] [256.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.008] [optim_t 0.230] [lr 0.002543] [CE 4.415 (4.450)] [KD 4.676 (4.620)] 2024-10-12 18:38:44,380 - Train: 25.65% [320900/1251000] [256.5/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.002543] [CE 4.390 (4.446)] [KD 4.557 (4.593)] 2024-10-12 18:38:56,842 - Train: 25.66% [320950/1251000] [256.6/1000.0] [batch_t 0.251 (0.249)] [data_t 0.008] [optim_t 0.243] [lr 0.002543] [CE 4.307 (4.485)] [KD 4.545 (4.596)] 2024-10-12 18:39:08,983 - Train: 25.66% [321000/1251000] [256.6/1000.0] [batch_t 0.256 (0.243)] [data_t 0.009] [optim_t 0.246] [lr 0.002543] [CE 4.660 (4.487)] [KD 4.798 (4.589)] 2024-10-12 18:39:21,060 - Train: 25.66% [321050/1251000] [256.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.010] [optim_t 0.229] [lr 0.002543] [CE 4.304 (4.418)] [KD 4.246 (4.510)] 2024-10-12 18:39:33,480 - Train: 25.67% [321100/1251000] [256.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002543] [CE 4.906 (4.459)] [KD 4.690 (4.502)] 2024-10-12 18:39:45,598 - Train: 25.67% [321150/1251000] [256.7/1000.0] [batch_t 0.227 (0.242)] [data_t 0.010] [optim_t 0.217] [lr 0.002543] [CE 4.842 (4.521)] [KD 4.799 (4.574)] 2024-10-12 18:39:57,142 - Train: 25.68% [321200/1251000] [256.8/1000.0] [batch_t 0.227 (0.231)] [data_t 0.010] [optim_t 0.217] [lr 0.002543] [CE 4.170 (4.459)] [KD 4.267 (4.546)] 2024-10-12 18:40:09,452 - Train: 25.68% [321250/1251000] [256.8/1000.0] [batch_t 0.239 (0.246)] [data_t 0.006] [optim_t 0.233] [lr 0.002542] [CE 4.835 (4.416)] [KD 4.717 (4.624)] 2024-10-12 18:40:21,711 - Train: 25.68% [321300/1251000] [256.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.008] [optim_t 0.231] [lr 0.002542] [CE 4.913 (4.452)] [KD 4.999 (4.554)] 2024-10-12 18:40:34,267 - Train: 25.69% [321350/1251000] [256.9/1000.0] [batch_t 0.248 (0.251)] [data_t 0.007] [optim_t 0.241] [lr 0.002542] [CE 4.405 (4.454)] [KD 4.364 (4.570)] 2024-10-12 18:40:46,867 - Train: 25.69% [321400/1251000] [256.9/1000.0] [batch_t 0.237 (0.252)] [data_t 0.006] [optim_t 0.230] [lr 0.002542] [CE 4.399 (4.532)] [KD 4.638 (4.662)] 2024-10-12 18:40:58,718 - Train: 25.70% [321450/1251000] [257.0/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.219] [lr 0.002542] [CE 3.985 (4.520)] [KD 4.355 (4.560)] 2024-10-12 18:41:11,012 - Train: 25.70% [321500/1251000] [257.0/1000.0] [batch_t 0.211 (0.246)] [data_t 0.006] [optim_t 0.205] [lr 0.002542] [CE 4.526 (4.494)] [KD 4.719 (4.632)] 2024-10-12 18:41:21,455 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 35060] [top5_cnt 44980] [top_all 50000] 2024-10-12 18:41:21,455 - net: 70.120 (89.960) 2024-10-12 18:41:30,827 - Test (net_E): 100.00% [50/50] [batch_t 0.300 (0.171)] [top1_cnt 37969] [top5_cnt 46462] [top_all 50000] 2024-10-12 18:41:30,827 - net_E: 75.938 (92.924) 2024-10-12 18:41:31,036 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 18:41:31,037 - ==> Total time: 22:03:23 Eta: 2 days, 15:46:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:41:45,315 - Train: 25.70% [321550/1251000] [257.0/1000.0] [batch_t 0.221 (0.252)] [data_t 0.009] [optim_t 0.212] [lr 0.002542] [CE 4.589 (4.483)] [KD 4.690 (4.582)] 2024-10-12 18:41:57,785 - Train: 25.71% [321600/1251000] [257.1/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.002541] [CE 4.520 (4.434)] [KD 4.594 (4.534)] 2024-10-12 18:42:09,905 - Train: 25.71% [321650/1251000] [257.1/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002541] [CE 4.931 (4.427)] [KD 4.940 (4.590)] 2024-10-12 18:42:22,651 - Train: 25.72% [321700/1251000] [257.2/1000.0] [batch_t 0.222 (0.255)] [data_t 0.011] [optim_t 0.211] [lr 0.002541] [CE 4.948 (4.505)] [KD 4.876 (4.593)] 2024-10-12 18:42:34,573 - Train: 25.72% [321750/1251000] [257.2/1000.0] [batch_t 0.256 (0.238)] [data_t 0.006] [optim_t 0.250] [lr 0.002541] [CE 4.431 (4.580)] [KD 4.611 (4.678)] 2024-10-12 18:42:46,545 - Train: 25.72% [321800/1251000] [257.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.002541] [CE 3.824 (4.462)] [KD 4.207 (4.606)] 2024-10-12 18:42:58,505 - Train: 25.73% [321850/1251000] [257.3/1000.0] [batch_t 0.258 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.002541] [CE 4.443 (4.488)] [KD 4.160 (4.635)] 2024-10-12 18:43:11,450 - Train: 25.73% [321900/1251000] [257.3/1000.0] [batch_t 0.239 (0.259)] [data_t 0.007] [optim_t 0.232] [lr 0.002541] [CE 3.914 (4.446)] [KD 4.237 (4.546)] 2024-10-12 18:43:23,229 - Train: 25.74% [321950/1251000] [257.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.002541] [CE 4.210 (4.544)] [KD 4.330 (4.506)] 2024-10-12 18:43:36,057 - Train: 25.74% [322000/1251000] [257.4/1000.0] [batch_t 0.231 (0.256)] [data_t 0.007] [optim_t 0.224] [lr 0.002540] [CE 4.641 (4.475)] [KD 4.511 (4.584)] 2024-10-12 18:43:48,080 - Train: 25.74% [322050/1251000] [257.4/1000.0] [batch_t 0.228 (0.240)] [data_t 0.010] [optim_t 0.218] [lr 0.002540] [CE 4.098 (4.433)] [KD 4.380 (4.627)] 2024-10-12 18:44:00,126 - Train: 25.75% [322100/1251000] [257.5/1000.0] [batch_t 0.229 (0.241)] [data_t 0.008] [optim_t 0.222] [lr 0.002540] [CE 4.772 (4.493)] [KD 4.605 (4.592)] 2024-10-12 18:44:12,217 - Train: 25.75% [322150/1251000] [257.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.002540] [CE 4.453 (4.506)] [KD 4.423 (4.609)] 2024-10-12 18:44:24,555 - Train: 25.76% [322200/1251000] [257.6/1000.0] [batch_t 0.247 (0.247)] [data_t 0.006] [optim_t 0.241] [lr 0.002540] [CE 3.749 (4.527)] [KD 4.027 (4.552)] 2024-10-12 18:44:36,843 - Train: 25.76% [322250/1251000] [257.6/1000.0] [batch_t 0.226 (0.246)] [data_t 0.007] [optim_t 0.219] [lr 0.002540] [CE 4.522 (4.532)] [KD 4.521 (4.549)] 2024-10-12 18:44:49,400 - Train: 25.76% [322300/1251000] [257.6/1000.0] [batch_t 0.232 (0.251)] [data_t 0.010] [optim_t 0.222] [lr 0.002540] [CE 4.278 (4.465)] [KD 4.301 (4.607)] 2024-10-12 18:45:01,159 - Train: 25.77% [322350/1251000] [257.7/1000.0] [batch_t 0.255 (0.235)] [data_t 0.007] [optim_t 0.249] [lr 0.002539] [CE 4.782 (4.522)] [KD 5.037 (4.686)] 2024-10-12 18:45:13,364 - Train: 25.77% [322400/1251000] [257.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.002539] [CE 4.385 (4.629)] [KD 4.661 (4.696)] 2024-10-12 18:45:25,552 - Train: 25.78% [322450/1251000] [257.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.002539] [CE 4.560 (4.505)] [KD 4.529 (4.673)] 2024-10-12 18:45:37,997 - Train: 25.78% [322500/1251000] [257.8/1000.0] [batch_t 0.229 (0.249)] [data_t 0.010] [optim_t 0.220] [lr 0.002539] [CE 4.612 (4.456)] [KD 4.670 (4.556)] 2024-10-12 18:45:50,256 - Train: 25.78% [322550/1251000] [257.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.226] [lr 0.002539] [CE 4.336 (4.497)] [KD 4.636 (4.650)] 2024-10-12 18:46:02,721 - Train: 25.79% [322600/1251000] [257.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.002539] [CE 4.667 (4.476)] [KD 4.629 (4.564)] 2024-10-12 18:46:14,868 - Train: 25.79% [322650/1251000] [257.9/1000.0] [batch_t 0.242 (0.243)] [data_t 0.008] [optim_t 0.234] [lr 0.002539] [CE 4.560 (4.472)] [KD 4.555 (4.567)] 2024-10-12 18:46:27,306 - Train: 25.80% [322700/1251000] [258.0/1000.0] [batch_t 0.253 (0.249)] [data_t 0.008] [optim_t 0.245] [lr 0.002538] [CE 4.435 (4.512)] [KD 4.709 (4.629)] 2024-10-12 18:46:39,965 - Train: 25.80% [322750/1251000] [258.0/1000.0] [batch_t 0.457 (0.253)] [data_t 0.008] [optim_t 0.450] [lr 0.002538] [CE 4.722 (4.548)] [KD 4.524 (4.622)] 2024-10-12 18:46:50,652 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.169)] [top1_cnt 35515] [top5_cnt 45169] [top_all 50000] 2024-10-12 18:46:50,653 - net: 71.030 (90.338) 2024-10-12 18:46:59,966 - Test (net_E): 100.00% [50/50] [batch_t 0.136 (0.171)] [top1_cnt 37967] [top5_cnt 46437] [top_all 50000] 2024-10-12 18:46:59,966 - net_E: 75.934 (92.874) 2024-10-12 18:47:00,174 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 18:47:00,175 - ==> Total time: 22:08:52 Eta: 2 days, 15:41:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:47:13,828 - Train: 25.80% [322800/1251000] [258.0/1000.0] [batch_t 0.234 (0.260)] [data_t 0.009] [optim_t 0.224] [lr 0.002538] [CE 4.254 (4.550)] [KD 4.668 (4.595)] 2024-10-12 18:47:25,691 - Train: 25.81% [322850/1251000] [258.1/1000.0] [batch_t 0.252 (0.237)] [data_t 0.010] [optim_t 0.242] [lr 0.002538] [CE 4.950 (4.452)] [KD 4.710 (4.577)] 2024-10-12 18:47:37,970 - Train: 25.81% [322900/1251000] [258.1/1000.0] [batch_t 0.243 (0.245)] [data_t 0.006] [optim_t 0.237] [lr 0.002538] [CE 4.845 (4.500)] [KD 4.715 (4.558)] 2024-10-12 18:47:50,002 - Train: 25.82% [322950/1251000] [258.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.006] [optim_t 0.226] [lr 0.002538] [CE 4.366 (4.499)] [KD 4.357 (4.550)] 2024-10-12 18:48:01,871 - Train: 25.82% [323000/1251000] [258.2/1000.0] [batch_t 0.249 (0.237)] [data_t 0.007] [optim_t 0.242] [lr 0.002538] [CE 4.529 (4.534)] [KD 4.657 (4.592)] 2024-10-12 18:48:14,778 - Train: 25.82% [323050/1251000] [258.2/1000.0] [batch_t 0.249 (0.258)] [data_t 0.007] [optim_t 0.241] [lr 0.002538] [CE 3.844 (4.470)] [KD 4.362 (4.581)] 2024-10-12 18:48:27,301 - Train: 25.83% [323100/1251000] [258.3/1000.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.002537] [CE 4.504 (4.471)] [KD 4.226 (4.521)] 2024-10-12 18:48:39,452 - Train: 25.83% [323150/1251000] [258.3/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.002537] [CE 4.689 (4.531)] [KD 4.800 (4.609)] 2024-10-12 18:48:51,625 - Train: 25.84% [323200/1251000] [258.4/1000.0] [batch_t 0.223 (0.243)] [data_t 0.008] [optim_t 0.215] [lr 0.002537] [CE 4.591 (4.488)] [KD 4.806 (4.620)] 2024-10-12 18:49:04,017 - Train: 25.84% [323250/1251000] [258.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.008] [optim_t 0.226] [lr 0.002537] [CE 4.076 (4.455)] [KD 4.242 (4.607)] 2024-10-12 18:49:15,908 - Train: 25.84% [323300/1251000] [258.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.010] [optim_t 0.231] [lr 0.002537] [CE 4.462 (4.531)] [KD 4.529 (4.708)] 2024-10-12 18:49:28,311 - Train: 25.85% [323350/1251000] [258.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.002537] [CE 4.440 (4.500)] [KD 4.585 (4.640)] 2024-10-12 18:49:40,542 - Train: 25.85% [323400/1251000] [258.5/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.002537] [CE 4.360 (4.535)] [KD 4.566 (4.602)] 2024-10-12 18:49:52,990 - Train: 25.86% [323450/1251000] [258.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.006] [optim_t 0.230] [lr 0.002536] [CE 4.599 (4.498)] [KD 4.688 (4.649)] 2024-10-12 18:50:04,956 - Train: 25.86% [323500/1251000] [258.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.002536] [CE 4.608 (4.551)] [KD 4.625 (4.640)] 2024-10-12 18:50:17,116 - Train: 25.86% [323550/1251000] [258.6/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.002536] [CE 4.460 (4.466)] [KD 4.617 (4.584)] 2024-10-12 18:50:28,936 - Train: 25.87% [323600/1251000] [258.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.002536] [CE 5.039 (4.480)] [KD 4.851 (4.710)] 2024-10-12 18:50:41,519 - Train: 25.87% [323650/1251000] [258.7/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002536] [CE 4.497 (4.499)] [KD 4.667 (4.673)] 2024-10-12 18:50:53,574 - Train: 25.88% [323700/1251000] [258.8/1000.0] [batch_t 0.231 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.002536] [CE 4.376 (4.553)] [KD 4.570 (4.714)] 2024-10-12 18:51:05,651 - Train: 25.88% [323750/1251000] [258.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002536] [CE 4.057 (4.496)] [KD 4.407 (4.549)] 2024-10-12 18:51:17,768 - Train: 25.88% [323800/1251000] [258.8/1000.0] [batch_t 0.220 (0.242)] [data_t 0.007] [optim_t 0.213] [lr 0.002536] [CE 4.870 (4.477)] [KD 5.132 (4.639)] 2024-10-12 18:51:29,856 - Train: 25.89% [323850/1251000] [258.9/1000.0] [batch_t 0.219 (0.242)] [data_t 0.009] [optim_t 0.210] [lr 0.002535] [CE 4.478 (4.459)] [KD 4.888 (4.630)] 2024-10-12 18:51:41,926 - Train: 25.89% [323900/1251000] [258.9/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.216] [lr 0.002535] [CE 4.349 (4.477)] [KD 4.923 (4.590)] 2024-10-12 18:51:53,912 - Train: 25.90% [323950/1251000] [259.0/1000.0] [batch_t 0.232 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.002535] [CE 4.114 (4.544)] [KD 4.496 (4.624)] 2024-10-12 18:52:05,938 - Train: 25.90% [324000/1251000] [259.0/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.002535] [CE 4.713 (4.487)] [KD 4.946 (4.643)] 2024-10-12 18:52:17,328 - Test (net): 100.00% [50/50] [batch_t 0.102 (0.174)] [top1_cnt 34860] [top5_cnt 44821] [top_all 50000] 2024-10-12 18:52:17,328 - net: 69.720 (89.642) 2024-10-12 18:52:26,245 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.163)] [top1_cnt 38003] [top5_cnt 46446] [top_all 50000] 2024-10-12 18:52:26,246 - net_E: 76.006 (92.892) 2024-10-12 18:52:26,456 - Max [top1: 71.084 (epoch: 221)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 18:52:26,456 - ==> Total time: 22:14:19 Eta: 2 days, 15:37:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:52:41,005 - Train: 25.90% [324050/1251000] [259.0/1000.0] [batch_t 0.235 (0.278)] [data_t 0.011] [optim_t 0.224] [lr 0.002535] [CE 3.968 (4.477)] [KD 4.055 (4.564)] 2024-10-12 18:52:53,093 - Train: 25.91% [324100/1251000] [259.1/1000.0] [batch_t 0.227 (0.242)] [data_t 0.009] [optim_t 0.218] [lr 0.002535] [CE 4.760 (4.407)] [KD 4.545 (4.496)] 2024-10-12 18:53:05,600 - Train: 25.91% [324150/1251000] [259.1/1000.0] [batch_t 0.251 (0.250)] [data_t 0.011] [optim_t 0.240] [lr 0.002535] [CE 4.925 (4.435)] [KD 4.833 (4.561)] 2024-10-12 18:53:18,282 - Train: 25.92% [324200/1251000] [259.2/1000.0] [batch_t 0.239 (0.253)] [data_t 0.010] [optim_t 0.230] [lr 0.002534] [CE 4.890 (4.499)] [KD 4.943 (4.582)] 2024-10-12 18:53:30,133 - Train: 25.92% [324250/1251000] [259.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.010] [optim_t 0.222] [lr 0.002534] [CE 4.424 (4.496)] [KD 4.250 (4.525)] 2024-10-12 18:53:42,072 - Train: 25.92% [324300/1251000] [259.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.011] [optim_t 0.223] [lr 0.002534] [CE 3.852 (4.505)] [KD 4.375 (4.573)] 2024-10-12 18:53:54,657 - Train: 25.93% [324350/1251000] [259.3/1000.0] [batch_t 0.245 (0.252)] [data_t 0.007] [optim_t 0.238] [lr 0.002534] [CE 4.192 (4.530)] [KD 4.599 (4.601)] 2024-10-12 18:54:06,643 - Train: 25.93% [324400/1251000] [259.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.007] [optim_t 0.234] [lr 0.002534] [CE 4.372 (4.484)] [KD 4.541 (4.529)] 2024-10-12 18:54:18,586 - Train: 25.94% [324450/1251000] [259.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002534] [CE 3.849 (4.483)] [KD 4.419 (4.540)] 2024-10-12 18:54:30,914 - Train: 25.94% [324500/1251000] [259.4/1000.0] [batch_t 0.245 (0.246)] [data_t 0.010] [optim_t 0.235] [lr 0.002534] [CE 4.208 (4.516)] [KD 4.395 (4.575)] 2024-10-12 18:54:43,136 - Train: 25.94% [324550/1251000] [259.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002533] [CE 4.732 (4.509)] [KD 4.529 (4.556)] 2024-10-12 18:54:55,434 - Train: 25.95% [324600/1251000] [259.5/1000.0] [batch_t 0.221 (0.246)] [data_t 0.009] [optim_t 0.212] [lr 0.002533] [CE 4.593 (4.501)] [KD 4.666 (4.555)] 2024-10-12 18:55:07,732 - Train: 25.95% [324650/1251000] [259.5/1000.0] [batch_t 0.248 (0.246)] [data_t 0.007] [optim_t 0.241] [lr 0.002533] [CE 4.240 (4.499)] [KD 4.885 (4.597)] 2024-10-12 18:55:19,836 - Train: 25.96% [324700/1251000] [259.6/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.002533] [CE 4.427 (4.439)] [KD 4.630 (4.574)] 2024-10-12 18:55:31,731 - Train: 25.96% [324750/1251000] [259.6/1000.0] [batch_t 0.223 (0.238)] [data_t 0.008] [optim_t 0.215] [lr 0.002533] [CE 5.032 (4.536)] [KD 5.067 (4.611)] 2024-10-12 18:55:43,731 - Train: 25.96% [324800/1251000] [259.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.006] [optim_t 0.227] [lr 0.002533] [CE 3.651 (4.490)] [KD 4.207 (4.621)] 2024-10-12 18:55:55,212 - Train: 25.97% [324850/1251000] [259.7/1000.0] [batch_t 0.211 (0.229)] [data_t 0.008] [optim_t 0.202] [lr 0.002533] [CE 4.187 (4.525)] [KD 4.566 (4.666)] 2024-10-12 18:56:07,496 - Train: 25.97% [324900/1251000] [259.7/1000.0] [batch_t 0.246 (0.245)] [data_t 0.010] [optim_t 0.236] [lr 0.002533] [CE 4.295 (4.492)] [KD 4.304 (4.569)] 2024-10-12 18:56:20,090 - Train: 25.98% [324950/1251000] [259.8/1000.0] [batch_t 0.229 (0.252)] [data_t 0.007] [optim_t 0.222] [lr 0.002532] [CE 4.830 (4.535)] [KD 4.590 (4.664)] 2024-10-12 18:56:31,957 - Train: 25.98% [325000/1251000] [259.8/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.002532] [CE 4.613 (4.484)] [KD 4.781 (4.625)] 2024-10-12 18:56:43,721 - Train: 25.98% [325050/1251000] [259.8/1000.0] [batch_t 0.214 (0.235)] [data_t 0.007] [optim_t 0.207] [lr 0.002532] [CE 4.390 (4.464)] [KD 4.588 (4.561)] 2024-10-12 18:56:55,620 - Train: 25.99% [325100/1251000] [259.9/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.216] [lr 0.002532] [CE 4.693 (4.503)] [KD 4.605 (4.571)] 2024-10-12 18:57:08,146 - Train: 25.99% [325150/1251000] [259.9/1000.0] [batch_t 0.230 (0.250)] [data_t 0.009] [optim_t 0.221] [lr 0.002532] [CE 4.552 (4.496)] [KD 4.498 (4.563)] 2024-10-12 18:57:20,483 - Train: 26.00% [325200/1251000] [260.0/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.002532] [CE 4.814 (4.513)] [KD 4.623 (4.534)] 2024-10-12 18:57:32,627 - Train: 26.00% [325250/1251000] [260.0/1000.0] [batch_t 0.214 (0.243)] [data_t 0.007] [optim_t 0.207] [lr 0.002532] [CE 4.415 (4.467)] [KD 4.467 (4.604)] 2024-10-12 18:57:44,536 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.180)] [top1_cnt 35543] [top5_cnt 45194] [top_all 50000] 2024-10-12 18:57:44,537 - net: 71.086 (90.388) 2024-10-12 18:57:53,271 - Test (net_E): 100.00% [50/50] [batch_t 0.168 (0.157)] [top1_cnt 37967] [top5_cnt 46435] [top_all 50000] 2024-10-12 18:57:53,272 - net_E: 75.934 (92.870) 2024-10-12 18:57:53,488 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 18:57:53,489 - ==> Total time: 22:19:46 Eta: 2 days, 15:33:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 18:58:17,744 - Train: 26.00% [325300/1251000] [260.0/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.002531] [CE 4.937 (4.425)] [KD 4.921 (4.481)] 2024-10-12 18:58:29,851 - Train: 26.01% [325350/1251000] [260.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.002531] [CE 4.690 (4.559)] [KD 4.667 (4.619)] 2024-10-12 18:58:42,731 - Train: 26.01% [325400/1251000] [260.1/1000.0] [batch_t 0.443 (0.257)] [data_t 0.007] [optim_t 0.436] [lr 0.002531] [CE 4.994 (4.484)] [KD 4.983 (4.597)] 2024-10-12 18:58:55,209 - Train: 26.02% [325450/1251000] [260.2/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.002531] [CE 4.072 (4.438)] [KD 4.193 (4.594)] 2024-10-12 18:59:07,482 - Train: 26.02% [325500/1251000] [260.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.007] [optim_t 0.227] [lr 0.002531] [CE 4.743 (4.415)] [KD 4.839 (4.527)] 2024-10-12 18:59:19,487 - Train: 26.02% [325550/1251000] [260.2/1000.0] [batch_t 0.241 (0.240)] [data_t 0.007] [optim_t 0.234] [lr 0.002531] [CE 4.542 (4.459)] [KD 4.350 (4.523)] 2024-10-12 18:59:31,607 - Train: 26.03% [325600/1251000] [260.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.008] [optim_t 0.232] [lr 0.002531] [CE 5.088 (4.445)] [KD 4.852 (4.495)] 2024-10-12 18:59:44,428 - Train: 26.03% [325650/1251000] [260.3/1000.0] [batch_t 0.242 (0.256)] [data_t 0.008] [optim_t 0.233] [lr 0.002530] [CE 4.507 (4.484)] [KD 4.618 (4.526)] 2024-10-12 18:59:56,471 - Train: 26.04% [325700/1251000] [260.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.002530] [CE 4.916 (4.531)] [KD 4.704 (4.595)] 2024-10-12 19:00:08,855 - Train: 26.04% [325750/1251000] [260.4/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.002530] [CE 4.465 (4.507)] [KD 4.467 (4.620)] 2024-10-12 19:00:21,131 - Train: 26.04% [325800/1251000] [260.4/1000.0] [batch_t 0.230 (0.245)] [data_t 0.006] [optim_t 0.223] [lr 0.002530] [CE 4.380 (4.469)] [KD 4.396 (4.609)] 2024-10-12 19:00:33,967 - Train: 26.05% [325850/1251000] [260.5/1000.0] [batch_t 0.233 (0.257)] [data_t 0.006] [optim_t 0.226] [lr 0.002530] [CE 4.185 (4.460)] [KD 4.518 (4.644)] 2024-10-12 19:00:45,751 - Train: 26.05% [325900/1251000] [260.5/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.217] [lr 0.002530] [CE 5.050 (4.512)] [KD 4.724 (4.647)] 2024-10-12 19:00:57,526 - Train: 26.06% [325950/1251000] [260.6/1000.0] [batch_t 0.256 (0.235)] [data_t 0.007] [optim_t 0.249] [lr 0.002530] [CE 4.718 (4.536)] [KD 4.976 (4.621)] 2024-10-12 19:01:09,321 - Train: 26.06% [326000/1251000] [260.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.006] [optim_t 0.231] [lr 0.002530] [CE 4.009 (4.467)] [KD 4.500 (4.576)] 2024-10-12 19:01:21,901 - Train: 26.06% [326050/1251000] [260.6/1000.0] [batch_t 0.218 (0.251)] [data_t 0.009] [optim_t 0.209] [lr 0.002529] [CE 4.087 (4.496)] [KD 4.758 (4.627)] 2024-10-12 19:01:33,994 - Train: 26.07% [326100/1251000] [260.7/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002529] [CE 3.957 (4.509)] [KD 4.389 (4.600)] 2024-10-12 19:01:46,056 - Train: 26.07% [326150/1251000] [260.7/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.235] [lr 0.002529] [CE 4.547 (4.489)] [KD 4.517 (4.572)] 2024-10-12 19:01:57,970 - Train: 26.08% [326200/1251000] [260.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.008] [optim_t 0.225] [lr 0.002529] [CE 4.485 (4.517)] [KD 4.641 (4.631)] 2024-10-12 19:02:10,718 - Train: 26.08% [326250/1251000] [260.8/1000.0] [batch_t 0.219 (0.255)] [data_t 0.008] [optim_t 0.211] [lr 0.002529] [CE 4.380 (4.498)] [KD 4.495 (4.609)] 2024-10-12 19:02:22,347 - Train: 26.08% [326300/1251000] [260.8/1000.0] [batch_t 0.238 (0.232)] [data_t 0.007] [optim_t 0.231] [lr 0.002529] [CE 4.225 (4.457)] [KD 4.215 (4.565)] 2024-10-12 19:02:34,305 - Train: 26.09% [326350/1251000] [260.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.002529] [CE 4.416 (4.428)] [KD 4.710 (4.601)] 2024-10-12 19:02:46,562 - Train: 26.09% [326400/1251000] [260.9/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.002528] [CE 4.902 (4.463)] [KD 5.097 (4.599)] 2024-10-12 19:02:59,141 - Train: 26.10% [326450/1251000] [261.0/1000.0] [batch_t 0.226 (0.251)] [data_t 0.009] [optim_t 0.217] [lr 0.002528] [CE 4.692 (4.463)] [KD 4.635 (4.609)] 2024-10-12 19:03:11,028 - Train: 26.10% [326500/1251000] [261.0/1000.0] [batch_t 0.220 (0.238)] [data_t 0.006] [optim_t 0.214] [lr 0.002528] [CE 4.743 (4.472)] [KD 4.780 (4.595)] 2024-10-12 19:03:22,173 - Test (net): 100.00% [50/50] [batch_t 0.107 (0.163)] [top1_cnt 35314] [top5_cnt 45118] [top_all 50000] 2024-10-12 19:03:22,174 - net: 70.628 (90.236) 2024-10-12 19:03:31,635 - Test (net_E): 100.00% [50/50] [batch_t 0.097 (0.173)] [top1_cnt 37990] [top5_cnt 46455] [top_all 50000] 2024-10-12 19:03:31,635 - net_E: 75.980 (92.910) 2024-10-12 19:03:31,862 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 19:03:31,862 - ==> Total time: 22:25:24 Eta: 2 days, 15:29:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:03:45,678 - Train: 26.10% [326550/1251000] [261.0/1000.0] [batch_t 0.243 (0.268)] [data_t 0.008] [optim_t 0.235] [lr 0.002528] [CE 4.818 (4.558)] [KD 4.818 (4.598)] 2024-10-12 19:03:57,696 - Train: 26.11% [326600/1251000] [261.1/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002528] [CE 4.605 (4.452)] [KD 4.840 (4.615)] 2024-10-12 19:04:10,714 - Train: 26.11% [326650/1251000] [261.1/1000.0] [batch_t 0.228 (0.260)] [data_t 0.007] [optim_t 0.221] [lr 0.002528] [CE 4.570 (4.489)] [KD 4.684 (4.637)] 2024-10-12 19:04:22,908 - Train: 26.12% [326700/1251000] [261.2/1000.0] [batch_t 0.222 (0.244)] [data_t 0.008] [optim_t 0.214] [lr 0.002528] [CE 3.796 (4.444)] [KD 4.278 (4.589)] 2024-10-12 19:04:34,750 - Train: 26.12% [326750/1251000] [261.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.008] [optim_t 0.226] [lr 0.002527] [CE 4.212 (4.546)] [KD 4.470 (4.683)] 2024-10-12 19:04:46,418 - Train: 26.12% [326800/1251000] [261.2/1000.0] [batch_t 0.234 (0.233)] [data_t 0.007] [optim_t 0.227] [lr 0.002527] [CE 4.612 (4.491)] [KD 4.716 (4.616)] 2024-10-12 19:04:58,702 - Train: 26.13% [326850/1251000] [261.3/1000.0] [batch_t 0.246 (0.245)] [data_t 0.007] [optim_t 0.239] [lr 0.002527] [CE 4.393 (4.426)] [KD 4.492 (4.547)] 2024-10-12 19:05:10,514 - Train: 26.13% [326900/1251000] [261.3/1000.0] [batch_t 0.249 (0.236)] [data_t 0.009] [optim_t 0.240] [lr 0.002527] [CE 4.232 (4.588)] [KD 4.492 (4.588)] 2024-10-12 19:05:22,241 - Train: 26.14% [326950/1251000] [261.4/1000.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002527] [CE 4.045 (4.535)] [KD 4.443 (4.578)] 2024-10-12 19:05:34,683 - Train: 26.14% [327000/1251000] [261.4/1000.0] [batch_t 0.256 (0.249)] [data_t 0.010] [optim_t 0.246] [lr 0.002527] [CE 4.503 (4.549)] [KD 4.765 (4.694)] 2024-10-12 19:05:47,496 - Train: 26.14% [327050/1251000] [261.4/1000.0] [batch_t 0.214 (0.256)] [data_t 0.010] [optim_t 0.204] [lr 0.002527] [CE 4.918 (4.479)] [KD 4.468 (4.568)] 2024-10-12 19:05:59,020 - Train: 26.15% [327100/1251000] [261.5/1000.0] [batch_t 0.215 (0.230)] [data_t 0.008] [optim_t 0.207] [lr 0.002527] [CE 4.521 (4.546)] [KD 4.339 (4.591)] 2024-10-12 19:06:10,860 - Train: 26.15% [327150/1251000] [261.5/1000.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.237] [lr 0.002526] [CE 4.552 (4.496)] [KD 4.612 (4.633)] 2024-10-12 19:06:22,798 - Train: 26.16% [327200/1251000] [261.6/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.002526] [CE 4.638 (4.534)] [KD 4.620 (4.636)] 2024-10-12 19:06:35,249 - Train: 26.16% [327250/1251000] [261.6/1000.0] [batch_t 0.224 (0.249)] [data_t 0.010] [optim_t 0.213] [lr 0.002526] [CE 4.270 (4.440)] [KD 5.006 (4.656)] 2024-10-12 19:06:47,633 - Train: 26.16% [327300/1251000] [261.6/1000.0] [batch_t 0.232 (0.248)] [data_t 0.008] [optim_t 0.224] [lr 0.002526] [CE 4.205 (4.510)] [KD 4.612 (4.666)] 2024-10-12 19:06:59,399 - Train: 26.17% [327350/1251000] [261.7/1000.0] [batch_t 0.226 (0.235)] [data_t 0.008] [optim_t 0.218] [lr 0.002526] [CE 4.725 (4.506)] [KD 4.801 (4.628)] 2024-10-12 19:07:11,515 - Train: 26.17% [327400/1251000] [261.7/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002526] [CE 4.913 (4.488)] [KD 5.016 (4.589)] 2024-10-12 19:07:24,227 - Train: 26.18% [327450/1251000] [261.8/1000.0] [batch_t 0.226 (0.254)] [data_t 0.009] [optim_t 0.216] [lr 0.002526] [CE 4.487 (4.453)] [KD 4.706 (4.661)] 2024-10-12 19:07:35,715 - Train: 26.18% [327500/1251000] [261.8/1000.0] [batch_t 0.219 (0.230)] [data_t 0.008] [optim_t 0.211] [lr 0.002525] [CE 4.397 (4.513)] [KD 4.498 (4.709)] 2024-10-12 19:07:47,448 - Train: 26.18% [327550/1251000] [261.8/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.218] [lr 0.002525] [CE 4.722 (4.489)] [KD 4.608 (4.617)] 2024-10-12 19:07:59,413 - Train: 26.19% [327600/1251000] [261.9/1000.0] [batch_t 0.246 (0.239)] [data_t 0.007] [optim_t 0.239] [lr 0.002525] [CE 4.394 (4.600)] [KD 4.474 (4.687)] 2024-10-12 19:08:11,486 - Train: 26.19% [327650/1251000] [261.9/1000.0] [batch_t 0.438 (0.241)] [data_t 0.010] [optim_t 0.428] [lr 0.002525] [CE 4.849 (4.498)] [KD 4.969 (4.614)] 2024-10-12 19:08:22,902 - Train: 26.20% [327700/1251000] [262.0/1000.0] [batch_t 0.226 (0.228)] [data_t 0.007] [optim_t 0.220] [lr 0.002525] [CE 4.528 (4.557)] [KD 4.445 (4.653)] 2024-10-12 19:08:34,803 - Train: 26.20% [327750/1251000] [262.0/1000.0] [batch_t 0.212 (0.238)] [data_t 0.007] [optim_t 0.205] [lr 0.002525] [CE 4.523 (4.473)] [KD 4.622 (4.627)] 2024-10-12 19:08:46,116 - Test (net): 100.00% [50/50] [batch_t 0.337 (0.165)] [top1_cnt 35056] [top5_cnt 45010] [top_all 50000] 2024-10-12 19:08:46,117 - net: 70.112 (90.020) 2024-10-12 19:08:55,852 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.179)] [top1_cnt 37984] [top5_cnt 46453] [top_all 50000] 2024-10-12 19:08:55,853 - net_E: 75.968 (92.906) 2024-10-12 19:08:56,084 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 19:08:56,085 - ==> Total time: 22:30:48 Eta: 2 days, 15:24:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:09:08,766 - Train: 26.20% [327800/1251000] [262.0/1000.0] [batch_t 0.258 (0.248)] [data_t 0.008] [optim_t 0.250] [lr 0.002525] [CE 5.007 (4.457)] [KD 4.639 (4.543)] 2024-10-12 19:09:21,155 - Train: 26.21% [327850/1251000] [262.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.008] [optim_t 0.230] [lr 0.002524] [CE 4.396 (4.525)] [KD 4.389 (4.551)] 2024-10-12 19:09:33,757 - Train: 26.21% [327900/1251000] [262.1/1000.0] [batch_t 0.245 (0.252)] [data_t 0.006] [optim_t 0.239] [lr 0.002524] [CE 4.430 (4.491)] [KD 4.550 (4.525)] 2024-10-12 19:09:45,498 - Train: 26.22% [327950/1251000] [262.2/1000.0] [batch_t 0.226 (0.235)] [data_t 0.008] [optim_t 0.218] [lr 0.002524] [CE 4.697 (4.537)] [KD 4.884 (4.636)] 2024-10-12 19:09:57,507 - Train: 26.22% [328000/1251000] [262.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.002524] [CE 4.709 (4.526)] [KD 4.752 (4.581)] 2024-10-12 19:10:09,764 - Train: 26.22% [328050/1251000] [262.2/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.002524] [CE 4.743 (4.564)] [KD 4.946 (4.617)] 2024-10-12 19:10:21,332 - Train: 26.23% [328100/1251000] [262.3/1000.0] [batch_t 0.234 (0.231)] [data_t 0.009] [optim_t 0.225] [lr 0.002524] [CE 4.988 (4.484)] [KD 4.764 (4.552)] 2024-10-12 19:10:33,403 - Train: 26.23% [328150/1251000] [262.3/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.002524] [CE 4.457 (4.514)] [KD 4.359 (4.560)] 2024-10-12 19:10:46,143 - Train: 26.24% [328200/1251000] [262.4/1000.0] [batch_t 0.220 (0.255)] [data_t 0.010] [optim_t 0.210] [lr 0.002524] [CE 3.951 (4.442)] [KD 4.294 (4.570)] 2024-10-12 19:10:57,608 - Train: 26.24% [328250/1251000] [262.4/1000.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002523] [CE 3.954 (4.486)] [KD 4.145 (4.467)] 2024-10-12 19:11:09,614 - Train: 26.24% [328300/1251000] [262.4/1000.0] [batch_t 0.222 (0.240)] [data_t 0.008] [optim_t 0.213] [lr 0.002523] [CE 4.792 (4.454)] [KD 4.585 (4.533)] 2024-10-12 19:11:21,334 - Train: 26.25% [328350/1251000] [262.5/1000.0] [batch_t 0.216 (0.234)] [data_t 0.008] [optim_t 0.208] [lr 0.002523] [CE 4.595 (4.469)] [KD 4.487 (4.565)] 2024-10-12 19:11:32,773 - Train: 26.25% [328400/1251000] [262.5/1000.0] [batch_t 0.224 (0.229)] [data_t 0.008] [optim_t 0.216] [lr 0.002523] [CE 4.923 (4.518)] [KD 4.687 (4.588)] 2024-10-12 19:11:44,685 - Train: 26.25% [328450/1251000] [262.5/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.002523] [CE 4.325 (4.438)] [KD 4.489 (4.586)] 2024-10-12 19:11:57,046 - Train: 26.26% [328500/1251000] [262.6/1000.0] [batch_t 0.215 (0.247)] [data_t 0.006] [optim_t 0.209] [lr 0.002523] [CE 4.543 (4.510)] [KD 4.700 (4.655)] 2024-10-12 19:12:08,924 - Train: 26.26% [328550/1251000] [262.6/1000.0] [batch_t 0.224 (0.237)] [data_t 0.011] [optim_t 0.212] [lr 0.002523] [CE 4.832 (4.492)] [KD 4.672 (4.621)] 2024-10-12 19:12:21,250 - Train: 26.27% [328600/1251000] [262.7/1000.0] [batch_t 0.221 (0.246)] [data_t 0.007] [optim_t 0.214] [lr 0.002522] [CE 4.820 (4.516)] [KD 4.873 (4.636)] 2024-10-12 19:12:33,538 - Train: 26.27% [328650/1251000] [262.7/1000.0] [batch_t 0.420 (0.246)] [data_t 0.007] [optim_t 0.412] [lr 0.002522] [CE 3.936 (4.418)] [KD 4.410 (4.623)] 2024-10-12 19:12:45,555 - Train: 26.27% [328700/1251000] [262.7/1000.0] [batch_t 0.231 (0.240)] [data_t 0.006] [optim_t 0.224] [lr 0.002522] [CE 4.248 (4.496)] [KD 4.236 (4.625)] 2024-10-12 19:12:57,868 - Train: 26.28% [328750/1251000] [262.8/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.002522] [CE 4.640 (4.502)] [KD 4.830 (4.658)] 2024-10-12 19:13:10,265 - Train: 26.28% [328800/1251000] [262.8/1000.0] [batch_t 0.229 (0.248)] [data_t 0.008] [optim_t 0.222] [lr 0.002522] [CE 3.740 (4.464)] [KD 4.250 (4.606)] 2024-10-12 19:13:22,227 - Train: 26.29% [328850/1251000] [262.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.002522] [CE 4.327 (4.454)] [KD 4.523 (4.562)] 2024-10-12 19:13:34,493 - Train: 26.29% [328900/1251000] [262.9/1000.0] [batch_t 0.504 (0.245)] [data_t 0.009] [optim_t 0.495] [lr 0.002522] [CE 4.608 (4.483)] [KD 4.512 (4.639)] 2024-10-12 19:13:46,210 - Train: 26.29% [328950/1251000] [262.9/1000.0] [batch_t 0.218 (0.234)] [data_t 0.008] [optim_t 0.210] [lr 0.002521] [CE 3.985 (4.440)] [KD 4.336 (4.514)] 2024-10-12 19:13:58,110 - Train: 26.30% [329000/1251000] [263.0/1000.0] [batch_t 0.211 (0.238)] [data_t 0.010] [optim_t 0.201] [lr 0.002521] [CE 4.174 (4.458)] [KD 4.048 (4.594)] 2024-10-12 19:14:10,642 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.183)] [top1_cnt 35268] [top5_cnt 45061] [top_all 50000] 2024-10-12 19:14:10,643 - net: 70.536 (90.122) 2024-10-12 19:14:19,419 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 37982] [top5_cnt 46403] [top_all 50000] 2024-10-12 19:14:19,420 - net_E: 75.964 (92.806) 2024-10-12 19:14:19,657 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 19:14:19,658 - ==> Total time: 22:36:12 Eta: 2 days, 15:20:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:14:32,725 - Train: 26.30% [329050/1251000] [263.0/1000.0] [batch_t 0.235 (0.269)] [data_t 0.010] [optim_t 0.226] [lr 0.002521] [CE 4.353 (4.375)] [KD 4.637 (4.435)] 2024-10-12 19:14:44,720 - Train: 26.31% [329100/1251000] [263.1/1000.0] [batch_t 0.248 (0.240)] [data_t 0.010] [optim_t 0.239] [lr 0.002521] [CE 4.829 (4.494)] [KD 4.754 (4.517)] 2024-10-12 19:14:56,788 - Train: 26.31% [329150/1251000] [263.1/1000.0] [batch_t 0.247 (0.241)] [data_t 0.008] [optim_t 0.240] [lr 0.002521] [CE 4.665 (4.541)] [KD 4.718 (4.552)] 2024-10-12 19:15:08,900 - Train: 26.31% [329200/1251000] [263.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.002521] [CE 4.732 (4.521)] [KD 4.848 (4.566)] 2024-10-12 19:15:21,509 - Train: 26.32% [329250/1251000] [263.2/1000.0] [batch_t 0.238 (0.252)] [data_t 0.008] [optim_t 0.230] [lr 0.002521] [CE 4.317 (4.499)] [KD 4.721 (4.558)] 2024-10-12 19:15:33,220 - Train: 26.32% [329300/1251000] [263.2/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002521] [CE 4.892 (4.482)] [KD 4.861 (4.596)] 2024-10-12 19:15:45,276 - Train: 26.33% [329350/1251000] [263.3/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.213] [lr 0.002520] [CE 4.340 (4.439)] [KD 4.696 (4.584)] 2024-10-12 19:15:56,772 - Train: 26.33% [329400/1251000] [263.3/1000.0] [batch_t 0.233 (0.230)] [data_t 0.007] [optim_t 0.226] [lr 0.002520] [CE 4.618 (4.449)] [KD 4.511 (4.552)] 2024-10-12 19:16:09,004 - Train: 26.33% [329450/1251000] [263.3/1000.0] [batch_t 0.220 (0.244)] [data_t 0.007] [optim_t 0.213] [lr 0.002520] [CE 4.428 (4.526)] [KD 4.859 (4.602)] 2024-10-12 19:16:20,754 - Train: 26.34% [329500/1251000] [263.4/1000.0] [batch_t 0.423 (0.235)] [data_t 0.009] [optim_t 0.414] [lr 0.002520] [CE 4.745 (4.537)] [KD 4.670 (4.601)] 2024-10-12 19:16:32,901 - Train: 26.34% [329550/1251000] [263.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002520] [CE 4.275 (4.498)] [KD 4.511 (4.550)] 2024-10-12 19:16:44,601 - Train: 26.35% [329600/1251000] [263.5/1000.0] [batch_t 0.241 (0.234)] [data_t 0.006] [optim_t 0.235] [lr 0.002520] [CE 4.119 (4.552)] [KD 4.397 (4.641)] 2024-10-12 19:16:56,699 - Train: 26.35% [329650/1251000] [263.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.002520] [CE 4.508 (4.528)] [KD 4.707 (4.709)] 2024-10-12 19:17:08,609 - Train: 26.35% [329700/1251000] [263.5/1000.0] [batch_t 0.229 (0.238)] [data_t 0.010] [optim_t 0.218] [lr 0.002519] [CE 4.333 (4.539)] [KD 4.480 (4.658)] 2024-10-12 19:17:20,743 - Train: 26.36% [329750/1251000] [263.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.002519] [CE 4.508 (4.467)] [KD 4.566 (4.579)] 2024-10-12 19:17:32,429 - Train: 26.36% [329800/1251000] [263.6/1000.0] [batch_t 0.245 (0.234)] [data_t 0.007] [optim_t 0.238] [lr 0.002519] [CE 4.540 (4.466)] [KD 4.840 (4.586)] 2024-10-12 19:17:44,574 - Train: 26.37% [329850/1251000] [263.7/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.219] [lr 0.002519] [CE 4.494 (4.498)] [KD 4.519 (4.673)] 2024-10-12 19:17:56,543 - Train: 26.37% [329900/1251000] [263.7/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.220] [lr 0.002519] [CE 4.241 (4.547)] [KD 4.220 (4.647)] 2024-10-12 19:18:08,415 - Train: 26.37% [329950/1251000] [263.7/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002519] [CE 4.864 (4.484)] [KD 4.838 (4.492)] 2024-10-12 19:18:20,213 - Train: 26.38% [330000/1251000] [263.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.008] [optim_t 0.229] [lr 0.002519] [CE 4.012 (4.475)] [KD 4.449 (4.596)] 2024-10-12 19:18:32,386 - Train: 26.38% [330050/1251000] [263.8/1000.0] [batch_t 0.250 (0.243)] [data_t 0.007] [optim_t 0.243] [lr 0.002518] [CE 4.374 (4.501)] [KD 4.571 (4.553)] 2024-10-12 19:18:44,784 - Train: 26.39% [330100/1251000] [263.9/1000.0] [batch_t 0.243 (0.248)] [data_t 0.007] [optim_t 0.236] [lr 0.002518] [CE 5.075 (4.534)] [KD 4.628 (4.662)] 2024-10-12 19:18:56,654 - Train: 26.39% [330150/1251000] [263.9/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002518] [CE 4.252 (4.561)] [KD 4.428 (4.590)] 2024-10-12 19:19:08,915 - Train: 26.39% [330200/1251000] [263.9/1000.0] [batch_t 0.222 (0.245)] [data_t 0.006] [optim_t 0.215] [lr 0.002518] [CE 4.403 (4.461)] [KD 4.368 (4.596)] 2024-10-12 19:19:20,993 - Train: 26.40% [330250/1251000] [264.0/1000.0] [batch_t 0.219 (0.241)] [data_t 0.008] [optim_t 0.212] [lr 0.002518] [CE 4.002 (4.429)] [KD 4.408 (4.561)] 2024-10-12 19:19:33,406 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.177)] [top1_cnt 35082] [top5_cnt 44971] [top_all 50000] 2024-10-12 19:19:33,407 - net: 70.164 (89.942) 2024-10-12 19:19:41,930 - Test (net_E): 100.00% [50/50] [batch_t 0.059 (0.154)] [top1_cnt 37998] [top5_cnt 46432] [top_all 50000] 2024-10-12 19:19:41,930 - net_E: 75.996 (92.864) 2024-10-12 19:19:42,158 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.022 (epoch: 255)] 2024-10-12 19:19:42,159 - ==> Total time: 22:41:34 Eta: 2 days, 15:15:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:19:54,568 - Train: 26.40% [330300/1251000] [264.0/1000.0] [batch_t 0.233 (0.252)] [data_t 0.008] [optim_t 0.224] [lr 0.002518] [CE 4.150 (4.441)] [KD 4.189 (4.558)] 2024-10-12 19:20:06,868 - Train: 26.41% [330350/1251000] [264.1/1000.0] [batch_t 0.254 (0.246)] [data_t 0.007] [optim_t 0.247] [lr 0.002518] [CE 4.291 (4.459)] [KD 4.589 (4.585)] 2024-10-12 19:20:18,517 - Train: 26.41% [330400/1251000] [264.1/1000.0] [batch_t 0.242 (0.233)] [data_t 0.006] [optim_t 0.236] [lr 0.002517] [CE 4.330 (4.457)] [KD 4.274 (4.602)] 2024-10-12 19:20:30,742 - Train: 26.41% [330450/1251000] [264.1/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.002517] [CE 4.817 (4.598)] [KD 4.744 (4.579)] 2024-10-12 19:20:42,899 - Train: 26.42% [330500/1251000] [264.2/1000.0] [batch_t 0.248 (0.243)] [data_t 0.007] [optim_t 0.241] [lr 0.002517] [CE 5.080 (4.534)] [KD 5.082 (4.621)] 2024-10-12 19:20:54,995 - Train: 26.42% [330550/1251000] [264.2/1000.0] [batch_t 0.221 (0.242)] [data_t 0.006] [optim_t 0.215] [lr 0.002517] [CE 4.667 (4.515)] [KD 4.896 (4.643)] 2024-10-12 19:21:06,646 - Train: 26.43% [330600/1251000] [264.3/1000.0] [batch_t 0.228 (0.233)] [data_t 0.008] [optim_t 0.219] [lr 0.002517] [CE 4.531 (4.473)] [KD 4.749 (4.558)] 2024-10-12 19:21:18,378 - Train: 26.43% [330650/1251000] [264.3/1000.0] [batch_t 0.218 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.002517] [CE 4.412 (4.441)] [KD 4.508 (4.557)] 2024-10-12 19:21:29,774 - Train: 26.43% [330700/1251000] [264.3/1000.0] [batch_t 0.236 (0.228)] [data_t 0.007] [optim_t 0.229] [lr 0.002517] [CE 4.372 (4.447)] [KD 4.401 (4.574)] 2024-10-12 19:21:41,681 - Train: 26.44% [330750/1251000] [264.4/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.002517] [CE 4.097 (4.523)] [KD 4.190 (4.587)] 2024-10-12 19:21:53,938 - Train: 26.44% [330800/1251000] [264.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.230] [lr 0.002516] [CE 4.490 (4.441)] [KD 4.617 (4.512)] 2024-10-12 19:22:06,507 - Train: 26.45% [330850/1251000] [264.5/1000.0] [batch_t 0.246 (0.251)] [data_t 0.010] [optim_t 0.236] [lr 0.002516] [CE 4.101 (4.548)] [KD 4.545 (4.643)] 2024-10-12 19:22:18,529 - Train: 26.45% [330900/1251000] [264.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.002516] [CE 4.452 (4.493)] [KD 4.750 (4.647)] 2024-10-12 19:22:30,559 - Train: 26.45% [330950/1251000] [264.5/1000.0] [batch_t 0.221 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.002516] [CE 4.347 (4.532)] [KD 4.589 (4.549)] 2024-10-12 19:22:42,504 - Train: 26.46% [331000/1251000] [264.6/1000.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.239] [lr 0.002516] [CE 4.524 (4.464)] [KD 4.706 (4.558)] 2024-10-12 19:22:54,686 - Train: 26.46% [331050/1251000] [264.6/1000.0] [batch_t 0.219 (0.243)] [data_t 0.007] [optim_t 0.213] [lr 0.002516] [CE 3.972 (4.473)] [KD 4.287 (4.575)] 2024-10-12 19:23:07,230 - Train: 26.47% [331100/1251000] [264.7/1000.0] [batch_t 0.232 (0.251)] [data_t 0.007] [optim_t 0.224] [lr 0.002516] [CE 4.588 (4.503)] [KD 4.403 (4.606)] 2024-10-12 19:23:19,489 - Train: 26.47% [331150/1251000] [264.7/1000.0] [batch_t 0.227 (0.245)] [data_t 0.010] [optim_t 0.218] [lr 0.002515] [CE 4.196 (4.444)] [KD 4.428 (4.584)] 2024-10-12 19:23:31,464 - Train: 26.47% [331200/1251000] [264.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.002515] [CE 4.599 (4.426)] [KD 4.502 (4.551)] 2024-10-12 19:23:43,649 - Train: 26.48% [331250/1251000] [264.8/1000.0] [batch_t 0.225 (0.244)] [data_t 0.006] [optim_t 0.219] [lr 0.002515] [CE 4.548 (4.499)] [KD 4.592 (4.576)] 2024-10-12 19:23:55,249 - Train: 26.48% [331300/1251000] [264.8/1000.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.002515] [CE 4.778 (4.463)] [KD 4.598 (4.584)] 2024-10-12 19:24:07,750 - Train: 26.49% [331350/1251000] [264.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.007] [optim_t 0.227] [lr 0.002515] [CE 4.240 (4.549)] [KD 4.527 (4.624)] 2024-10-12 19:24:20,029 - Train: 26.49% [331400/1251000] [264.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.002515] [CE 4.389 (4.510)] [KD 4.408 (4.641)] 2024-10-12 19:24:32,559 - Train: 26.49% [331450/1251000] [264.9/1000.0] [batch_t 0.220 (0.250)] [data_t 0.007] [optim_t 0.213] [lr 0.002515] [CE 4.231 (4.502)] [KD 4.562 (4.563)] 2024-10-12 19:24:44,411 - Train: 26.50% [331500/1251000] [265.0/1000.0] [batch_t 0.247 (0.237)] [data_t 0.020] [optim_t 0.227] [lr 0.002514] [CE 4.732 (4.471)] [KD 4.929 (4.507)] 2024-10-12 19:24:56,061 - Test (net): 100.00% [50/50] [batch_t 0.165 (0.154)] [top1_cnt 35241] [top5_cnt 45016] [top_all 50000] 2024-10-12 19:24:56,062 - net: 70.482 (90.032) 2024-10-12 19:25:04,855 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.160)] [top1_cnt 38019] [top5_cnt 46423] [top_all 50000] 2024-10-12 19:25:04,855 - net_E: 76.038 (92.846) 2024-10-12 19:25:05,086 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.038 (epoch: 265)] 2024-10-12 19:25:05,087 - ==> Total time: 22:46:57 Eta: 2 days, 15:11:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:25:26,201 - Train: 26.50% [331550/1251000] [265.0/1000.0] [batch_t 0.241 (0.248)] [data_t 0.006] [optim_t 0.235] [lr 0.002514] [CE 4.093 (4.432)] [KD 4.410 (4.499)] 2024-10-12 19:25:38,414 - Train: 26.51% [331600/1251000] [265.1/1000.0] [batch_t 0.256 (0.244)] [data_t 0.007] [optim_t 0.249] [lr 0.002514] [CE 4.596 (4.497)] [KD 4.567 (4.661)] 2024-10-12 19:25:50,728 - Train: 26.51% [331650/1251000] [265.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.006] [optim_t 0.225] [lr 0.002514] [CE 4.400 (4.459)] [KD 4.534 (4.590)] 2024-10-12 19:26:02,796 - Train: 26.51% [331700/1251000] [265.1/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.002514] [CE 4.084 (4.446)] [KD 4.517 (4.533)] 2024-10-12 19:26:14,937 - Train: 26.52% [331750/1251000] [265.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002514] [CE 4.845 (4.509)] [KD 4.724 (4.541)] 2024-10-12 19:26:26,767 - Train: 26.52% [331800/1251000] [265.2/1000.0] [batch_t 0.246 (0.236)] [data_t 0.007] [optim_t 0.239] [lr 0.002514] [CE 4.611 (4.530)] [KD 4.790 (4.566)] 2024-10-12 19:26:38,755 - Train: 26.53% [331850/1251000] [265.3/1000.0] [batch_t 0.227 (0.240)] [data_t 0.010] [optim_t 0.217] [lr 0.002514] [CE 4.626 (4.478)] [KD 4.586 (4.595)] 2024-10-12 19:26:50,755 - Train: 26.53% [331900/1251000] [265.3/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002513] [CE 4.386 (4.491)] [KD 4.853 (4.714)] 2024-10-12 19:27:02,829 - Train: 26.53% [331950/1251000] [265.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.008] [optim_t 0.230] [lr 0.002513] [CE 4.785 (4.540)] [KD 5.097 (4.612)] 2024-10-12 19:27:14,900 - Train: 26.54% [332000/1251000] [265.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.007] [optim_t 0.228] [lr 0.002513] [CE 5.095 (4.535)] [KD 4.632 (4.600)] 2024-10-12 19:27:27,028 - Train: 26.54% [332050/1251000] [265.4/1000.0] [batch_t 0.214 (0.242)] [data_t 0.010] [optim_t 0.204] [lr 0.002513] [CE 4.504 (4.539)] [KD 4.411 (4.575)] 2024-10-12 19:27:38,930 - Train: 26.55% [332100/1251000] [265.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.002513] [CE 4.578 (4.534)] [KD 4.536 (4.609)] 2024-10-12 19:27:50,531 - Train: 26.55% [332150/1251000] [265.5/1000.0] [batch_t 0.247 (0.232)] [data_t 0.007] [optim_t 0.239] [lr 0.002513] [CE 4.282 (4.435)] [KD 4.793 (4.515)] 2024-10-12 19:28:02,510 - Train: 26.55% [332200/1251000] [265.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.002513] [CE 4.378 (4.525)] [KD 4.498 (4.636)] 2024-10-12 19:28:14,831 - Train: 26.56% [332250/1251000] [265.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002512] [CE 4.320 (4.515)] [KD 4.348 (4.502)] 2024-10-12 19:28:27,680 - Train: 26.56% [332300/1251000] [265.6/1000.0] [batch_t 0.231 (0.257)] [data_t 0.009] [optim_t 0.222] [lr 0.002512] [CE 4.374 (4.474)] [KD 4.494 (4.530)] 2024-10-12 19:28:39,370 - Train: 26.57% [332350/1251000] [265.7/1000.0] [batch_t 0.217 (0.234)] [data_t 0.009] [optim_t 0.208] [lr 0.002512] [CE 4.269 (4.385)] [KD 4.546 (4.495)] 2024-10-12 19:28:50,946 - Train: 26.57% [332400/1251000] [265.7/1000.0] [batch_t 0.240 (0.231)] [data_t 0.009] [optim_t 0.231] [lr 0.002512] [CE 4.508 (4.460)] [KD 4.473 (4.577)] 2024-10-12 19:29:02,434 - Train: 26.57% [332450/1251000] [265.7/1000.0] [batch_t 0.225 (0.230)] [data_t 0.009] [optim_t 0.216] [lr 0.002512] [CE 4.681 (4.493)] [KD 4.618 (4.532)] 2024-10-12 19:29:14,358 - Train: 26.58% [332500/1251000] [265.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002512] [CE 4.858 (4.458)] [KD 4.778 (4.537)] 2024-10-12 19:29:26,716 - Train: 26.58% [332550/1251000] [265.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002512] [CE 4.926 (4.510)] [KD 4.478 (4.522)] 2024-10-12 19:29:39,106 - Train: 26.59% [332600/1251000] [265.9/1000.0] [batch_t 0.416 (0.248)] [data_t 0.009] [optim_t 0.408] [lr 0.002511] [CE 4.632 (4.513)] [KD 4.597 (4.563)] 2024-10-12 19:29:50,645 - Train: 26.59% [332650/1251000] [265.9/1000.0] [batch_t 0.223 (0.231)] [data_t 0.007] [optim_t 0.216] [lr 0.002511] [CE 4.122 (4.474)] [KD 4.428 (4.553)] 2024-10-12 19:30:03,064 - Train: 26.59% [332700/1251000] [265.9/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.002511] [CE 4.791 (4.508)] [KD 4.622 (4.660)] 2024-10-12 19:30:15,399 - Train: 26.60% [332750/1251000] [266.0/1000.0] [batch_t 0.262 (0.247)] [data_t 0.007] [optim_t 0.256] [lr 0.002511] [CE 4.893 (4.480)] [KD 5.047 (4.647)] 2024-10-12 19:30:27,805 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.167)] [top1_cnt 35393] [top5_cnt 45076] [top_all 50000] 2024-10-12 19:30:27,806 - net: 70.786 (90.152) 2024-10-12 19:30:36,201 - Test (net_E): 100.00% [50/50] [batch_t 0.198 (0.152)] [top1_cnt 38012] [top5_cnt 46446] [top_all 50000] 2024-10-12 19:30:36,201 - net_E: 76.024 (92.892) 2024-10-12 19:30:36,401 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.038 (epoch: 265)] 2024-10-12 19:30:36,402 - ==> Total time: 22:52:29 Eta: 2 days, 15:07:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:30:47,957 - Train: 26.60% [332800/1251000] [266.0/1000.0] [batch_t 0.223 (0.251)] [data_t 0.008] [optim_t 0.215] [lr 0.002511] [CE 4.834 (4.438)] [KD 4.873 (4.558)] 2024-10-12 19:30:59,885 - Train: 26.61% [332850/1251000] [266.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.007] [optim_t 0.233] [lr 0.002511] [CE 4.681 (4.530)] [KD 4.625 (4.567)] 2024-10-12 19:31:12,244 - Train: 26.61% [332900/1251000] [266.1/1000.0] [batch_t 0.218 (0.247)] [data_t 0.010] [optim_t 0.208] [lr 0.002511] [CE 3.699 (4.451)] [KD 4.161 (4.492)] 2024-10-12 19:31:24,381 - Train: 26.61% [332950/1251000] [266.1/1000.0] [batch_t 0.226 (0.243)] [data_t 0.010] [optim_t 0.217] [lr 0.002510] [CE 4.353 (4.469)] [KD 4.653 (4.554)] 2024-10-12 19:31:36,123 - Train: 26.62% [333000/1251000] [266.2/1000.0] [batch_t 0.225 (0.235)] [data_t 0.008] [optim_t 0.217] [lr 0.002510] [CE 4.565 (4.516)] [KD 4.475 (4.548)] 2024-10-12 19:31:48,314 - Train: 26.62% [333050/1251000] [266.2/1000.0] [batch_t 0.221 (0.244)] [data_t 0.009] [optim_t 0.212] [lr 0.002510] [CE 4.577 (4.467)] [KD 4.966 (4.614)] 2024-10-12 19:31:59,926 - Train: 26.63% [333100/1251000] [266.3/1000.0] [batch_t 0.223 (0.232)] [data_t 0.007] [optim_t 0.216] [lr 0.002510] [CE 4.133 (4.526)] [KD 4.186 (4.556)] 2024-10-12 19:32:11,676 - Train: 26.63% [333150/1251000] [266.3/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.223] [lr 0.002510] [CE 4.303 (4.489)] [KD 4.506 (4.568)] 2024-10-12 19:32:24,246 - Train: 26.63% [333200/1251000] [266.3/1000.0] [batch_t 0.217 (0.251)] [data_t 0.009] [optim_t 0.208] [lr 0.002510] [CE 4.384 (4.420)] [KD 4.409 (4.545)] 2024-10-12 19:32:36,143 - Train: 26.64% [333250/1251000] [266.4/1000.0] [batch_t 0.228 (0.238)] [data_t 0.010] [optim_t 0.218] [lr 0.002510] [CE 4.441 (4.503)] [KD 4.481 (4.527)] 2024-10-12 19:32:48,107 - Train: 26.64% [333300/1251000] [266.4/1000.0] [batch_t 0.225 (0.239)] [data_t 0.011] [optim_t 0.214] [lr 0.002509] [CE 4.554 (4.483)] [KD 4.567 (4.587)] 2024-10-12 19:33:00,036 - Train: 26.65% [333350/1251000] [266.5/1000.0] [batch_t 0.220 (0.238)] [data_t 0.010] [optim_t 0.211] [lr 0.002509] [CE 4.035 (4.446)] [KD 4.552 (4.577)] 2024-10-12 19:33:12,004 - Train: 26.65% [333400/1251000] [266.5/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.002509] [CE 4.511 (4.503)] [KD 4.662 (4.620)] 2024-10-12 19:33:24,378 - Train: 26.65% [333450/1251000] [266.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.002509] [CE 4.097 (4.544)] [KD 4.325 (4.539)] 2024-10-12 19:33:36,954 - Train: 26.66% [333500/1251000] [266.6/1000.0] [batch_t 0.240 (0.251)] [data_t 0.007] [optim_t 0.233] [lr 0.002509] [CE 4.579 (4.468)] [KD 4.736 (4.569)] 2024-10-12 19:33:48,581 - Train: 26.66% [333550/1251000] [266.6/1000.0] [batch_t 0.228 (0.232)] [data_t 0.008] [optim_t 0.221] [lr 0.002509] [CE 4.399 (4.463)] [KD 4.516 (4.619)] 2024-10-12 19:34:00,383 - Train: 26.67% [333600/1251000] [266.7/1000.0] [batch_t 0.225 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.002509] [CE 4.449 (4.589)] [KD 4.665 (4.607)] 2024-10-12 19:34:12,803 - Train: 26.67% [333650/1251000] [266.7/1000.0] [batch_t 0.227 (0.248)] [data_t 0.009] [optim_t 0.218] [lr 0.002509] [CE 4.801 (4.418)] [KD 4.587 (4.455)] 2024-10-12 19:34:24,727 - Train: 26.67% [333700/1251000] [266.7/1000.0] [batch_t 0.247 (0.238)] [data_t 0.011] [optim_t 0.237] [lr 0.002508] [CE 4.152 (4.458)] [KD 4.569 (4.531)] 2024-10-12 19:34:36,613 - Train: 26.68% [333750/1251000] [266.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.010] [optim_t 0.224] [lr 0.002508] [CE 4.483 (4.456)] [KD 4.338 (4.579)] 2024-10-12 19:34:48,878 - Train: 26.68% [333800/1251000] [266.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.007] [optim_t 0.230] [lr 0.002508] [CE 4.613 (4.522)] [KD 4.964 (4.598)] 2024-10-12 19:35:00,897 - Train: 26.69% [333850/1251000] [266.9/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.002508] [CE 4.330 (4.521)] [KD 4.753 (4.660)] 2024-10-12 19:35:13,061 - Train: 26.69% [333900/1251000] [266.9/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.002508] [CE 4.460 (4.543)] [KD 4.669 (4.676)] 2024-10-12 19:35:24,941 - Train: 26.69% [333950/1251000] [266.9/1000.0] [batch_t 0.224 (0.237)] [data_t 0.010] [optim_t 0.214] [lr 0.002508] [CE 4.579 (4.535)] [KD 4.480 (4.542)] 2024-10-12 19:35:36,643 - Train: 26.70% [334000/1251000] [267.0/1000.0] [batch_t 0.237 (0.234)] [data_t 0.008] [optim_t 0.228] [lr 0.002508] [CE 4.359 (4.577)] [KD 4.680 (4.635)] 2024-10-12 19:35:48,960 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 35203] [top5_cnt 44977] [top_all 50000] 2024-10-12 19:35:48,961 - net: 70.406 (89.954) 2024-10-12 19:35:58,483 - Test (net_E): 100.00% [50/50] [batch_t 0.297 (0.175)] [top1_cnt 38020] [top5_cnt 46463] [top_all 50000] 2024-10-12 19:35:58,484 - net_E: 76.040 (92.926) 2024-10-12 19:35:58,732 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.040 (epoch: 267)] 2024-10-12 19:35:58,733 - ==> Total time: 22:57:51 Eta: 2 days, 15:02:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:36:22,658 - Train: 26.70% [334050/1251000] [267.0/1000.0] [batch_t 0.224 (0.263)] [data_t 0.008] [optim_t 0.216] [lr 0.002507] [CE 4.396 (4.467)] [KD 4.447 (4.541)] 2024-10-12 19:36:35,326 - Train: 26.71% [334100/1251000] [267.1/1000.0] [batch_t 0.223 (0.253)] [data_t 0.009] [optim_t 0.213] [lr 0.002507] [CE 4.761 (4.413)] [KD 4.657 (4.498)] 2024-10-12 19:36:47,401 - Train: 26.71% [334150/1251000] [267.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.002507] [CE 5.104 (4.542)] [KD 4.831 (4.596)] 2024-10-12 19:36:59,260 - Train: 26.71% [334200/1251000] [267.1/1000.0] [batch_t 0.244 (0.237)] [data_t 0.008] [optim_t 0.236] [lr 0.002507] [CE 4.930 (4.456)] [KD 5.174 (4.542)] 2024-10-12 19:37:11,069 - Train: 26.72% [334250/1251000] [267.2/1000.0] [batch_t 0.228 (0.236)] [data_t 0.010] [optim_t 0.219] [lr 0.002507] [CE 4.496 (4.465)] [KD 4.571 (4.599)] 2024-10-12 19:37:23,149 - Train: 26.72% [334300/1251000] [267.2/1000.0] [batch_t 0.420 (0.241)] [data_t 0.008] [optim_t 0.413] [lr 0.002507] [CE 4.996 (4.578)] [KD 4.551 (4.618)] 2024-10-12 19:37:35,188 - Train: 26.73% [334350/1251000] [267.3/1000.0] [batch_t 0.221 (0.241)] [data_t 0.010] [optim_t 0.211] [lr 0.002507] [CE 4.414 (4.469)] [KD 4.651 (4.538)] 2024-10-12 19:37:47,262 - Train: 26.73% [334400/1251000] [267.3/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.002506] [CE 4.787 (4.445)] [KD 4.682 (4.500)] 2024-10-12 19:37:59,051 - Train: 26.73% [334450/1251000] [267.3/1000.0] [batch_t 0.246 (0.236)] [data_t 0.009] [optim_t 0.237] [lr 0.002506] [CE 4.261 (4.452)] [KD 4.414 (4.564)] 2024-10-12 19:38:11,058 - Train: 26.74% [334500/1251000] [267.4/1000.0] [batch_t 0.410 (0.240)] [data_t 0.010] [optim_t 0.399] [lr 0.002506] [CE 4.345 (4.542)] [KD 4.823 (4.657)] 2024-10-12 19:38:23,094 - Train: 26.74% [334550/1251000] [267.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002506] [CE 4.617 (4.492)] [KD 4.778 (4.566)] 2024-10-12 19:38:34,919 - Train: 26.75% [334600/1251000] [267.5/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.002506] [CE 4.811 (4.487)] [KD 4.832 (4.576)] 2024-10-12 19:38:46,793 - Train: 26.75% [334650/1251000] [267.5/1000.0] [batch_t 0.244 (0.237)] [data_t 0.007] [optim_t 0.237] [lr 0.002506] [CE 4.382 (4.401)] [KD 4.270 (4.461)] 2024-10-12 19:38:58,985 - Train: 26.75% [334700/1251000] [267.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.002506] [CE 4.452 (4.461)] [KD 4.791 (4.533)] 2024-10-12 19:39:11,467 - Train: 26.76% [334750/1251000] [267.6/1000.0] [batch_t 0.267 (0.249)] [data_t 0.007] [optim_t 0.261] [lr 0.002505] [CE 5.110 (4.565)] [KD 4.828 (4.630)] 2024-10-12 19:39:23,448 - Train: 26.76% [334800/1251000] [267.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002505] [CE 4.730 (4.502)] [KD 4.751 (4.549)] 2024-10-12 19:39:35,521 - Train: 26.77% [334850/1251000] [267.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.002505] [CE 4.258 (4.412)] [KD 4.864 (4.574)] 2024-10-12 19:39:47,465 - Train: 26.77% [334900/1251000] [267.7/1000.0] [batch_t 0.225 (0.239)] [data_t 0.006] [optim_t 0.219] [lr 0.002505] [CE 4.260 (4.521)] [KD 4.616 (4.660)] 2024-10-12 19:39:59,695 - Train: 26.77% [334950/1251000] [267.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.002505] [CE 4.834 (4.452)] [KD 4.599 (4.615)] 2024-10-12 19:40:11,837 - Train: 26.78% [335000/1251000] [267.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.010] [optim_t 0.229] [lr 0.002505] [CE 4.232 (4.486)] [KD 4.502 (4.600)] 2024-10-12 19:40:23,640 - Train: 26.78% [335050/1251000] [267.8/1000.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.002505] [CE 4.298 (4.466)] [KD 4.469 (4.621)] 2024-10-12 19:40:36,035 - Train: 26.79% [335100/1251000] [267.9/1000.0] [batch_t 0.231 (0.248)] [data_t 0.008] [optim_t 0.223] [lr 0.002504] [CE 4.919 (4.469)] [KD 4.666 (4.567)] 2024-10-12 19:40:48,346 - Train: 26.79% [335150/1251000] [267.9/1000.0] [batch_t 0.221 (0.246)] [data_t 0.008] [optim_t 0.213] [lr 0.002504] [CE 4.706 (4.493)] [KD 4.577 (4.633)] 2024-10-12 19:40:59,937 - Train: 26.79% [335200/1251000] [267.9/1000.0] [batch_t 0.230 (0.232)] [data_t 0.007] [optim_t 0.223] [lr 0.002504] [CE 4.465 (4.519)] [KD 4.467 (4.622)] 2024-10-12 19:41:11,924 - Train: 26.80% [335250/1251000] [268.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.002504] [CE 4.990 (4.448)] [KD 4.691 (4.522)] 2024-10-12 19:41:25,520 - Test (net): 100.00% [50/50] [batch_t 0.480 (0.178)] [top1_cnt 35196] [top5_cnt 45058] [top_all 50000] 2024-10-12 19:41:25,520 - net: 70.392 (90.116) 2024-10-12 19:41:36,572 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.206)] [top1_cnt 38006] [top5_cnt 46478] [top_all 50000] 2024-10-12 19:41:36,573 - net_E: 76.012 (92.956) 2024-10-12 19:41:36,869 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.040 (epoch: 267)] 2024-10-12 19:41:36,870 - ==> Total time: 23:03:29 Eta: 2 days, 14:58:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:41:49,225 - Train: 26.80% [335300/1251000] [268.0/1000.0] [batch_t 0.238 (0.278)] [data_t 0.007] [optim_t 0.231] [lr 0.002504] [CE 4.605 (4.533)] [KD 4.500 (4.572)] 2024-10-12 19:42:02,303 - Train: 26.81% [335350/1251000] [268.1/1000.0] [batch_t 0.256 (0.261)] [data_t 0.009] [optim_t 0.248] [lr 0.002504] [CE 4.424 (4.467)] [KD 4.389 (4.643)] 2024-10-12 19:42:14,647 - Train: 26.81% [335400/1251000] [268.1/1000.0] [batch_t 0.241 (0.247)] [data_t 0.008] [optim_t 0.233] [lr 0.002504] [CE 5.133 (4.498)] [KD 4.794 (4.539)] 2024-10-12 19:42:26,872 - Train: 26.81% [335450/1251000] [268.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.002504] [CE 4.549 (4.519)] [KD 4.865 (4.562)] 2024-10-12 19:42:39,132 - Train: 26.82% [335500/1251000] [268.2/1000.0] [batch_t 0.254 (0.245)] [data_t 0.009] [optim_t 0.246] [lr 0.002503] [CE 4.591 (4.507)] [KD 4.815 (4.610)] 2024-10-12 19:42:51,400 - Train: 26.82% [335550/1251000] [268.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002503] [CE 4.358 (4.461)] [KD 4.327 (4.607)] 2024-10-12 19:43:03,756 - Train: 26.83% [335600/1251000] [268.3/1000.0] [batch_t 0.228 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.002503] [CE 4.646 (4.509)] [KD 4.506 (4.642)] 2024-10-12 19:43:15,788 - Train: 26.83% [335650/1251000] [268.3/1000.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.002503] [CE 4.456 (4.446)] [KD 4.296 (4.513)] 2024-10-12 19:43:27,782 - Train: 26.83% [335700/1251000] [268.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.008] [optim_t 0.223] [lr 0.002503] [CE 4.207 (4.490)] [KD 4.478 (4.580)] 2024-10-12 19:43:40,406 - Train: 26.84% [335750/1251000] [268.4/1000.0] [batch_t 0.231 (0.252)] [data_t 0.008] [optim_t 0.223] [lr 0.002503] [CE 4.147 (4.524)] [KD 4.197 (4.523)] 2024-10-12 19:43:52,140 - Train: 26.84% [335800/1251000] [268.4/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.218] [lr 0.002503] [CE 4.703 (4.469)] [KD 4.346 (4.551)] 2024-10-12 19:44:03,882 - Train: 26.85% [335850/1251000] [268.5/1000.0] [batch_t 0.225 (0.235)] [data_t 0.010] [optim_t 0.215] [lr 0.002502] [CE 4.559 (4.494)] [KD 4.414 (4.558)] 2024-10-12 19:44:16,132 - Train: 26.85% [335900/1251000] [268.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.010] [optim_t 0.223] [lr 0.002502] [CE 4.435 (4.481)] [KD 4.448 (4.550)] 2024-10-12 19:44:28,511 - Train: 26.85% [335950/1251000] [268.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.008] [optim_t 0.226] [lr 0.002502] [CE 4.426 (4.512)] [KD 4.418 (4.533)] 2024-10-12 19:44:40,425 - Train: 26.86% [336000/1251000] [268.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.231] [lr 0.002502] [CE 4.602 (4.522)] [KD 4.913 (4.611)] 2024-10-12 19:44:52,639 - Train: 26.86% [336050/1251000] [268.6/1000.0] [batch_t 0.248 (0.244)] [data_t 0.008] [optim_t 0.240] [lr 0.002502] [CE 4.736 (4.474)] [KD 4.544 (4.625)] 2024-10-12 19:45:04,699 - Train: 26.87% [336100/1251000] [268.7/1000.0] [batch_t 0.255 (0.241)] [data_t 0.008] [optim_t 0.247] [lr 0.002502] [CE 4.592 (4.459)] [KD 4.708 (4.562)] 2024-10-12 19:45:17,303 - Train: 26.87% [336150/1251000] [268.7/1000.0] [batch_t 0.224 (0.252)] [data_t 0.007] [optim_t 0.216] [lr 0.002502] [CE 4.584 (4.495)] [KD 4.648 (4.665)] 2024-10-12 19:45:29,227 - Train: 26.87% [336200/1251000] [268.7/1000.0] [batch_t 0.240 (0.238)] [data_t 0.011] [optim_t 0.229] [lr 0.002501] [CE 4.504 (4.491)] [KD 4.923 (4.666)] 2024-10-12 19:45:41,187 - Train: 26.88% [336250/1251000] [268.8/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.220] [lr 0.002501] [CE 4.875 (4.421)] [KD 4.851 (4.507)] 2024-10-12 19:45:53,291 - Train: 26.88% [336300/1251000] [268.8/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.002501] [CE 4.464 (4.497)] [KD 4.602 (4.608)] 2024-10-12 19:46:05,906 - Train: 26.89% [336350/1251000] [268.9/1000.0] [batch_t 0.232 (0.252)] [data_t 0.011] [optim_t 0.221] [lr 0.002501] [CE 4.462 (4.524)] [KD 4.410 (4.571)] 2024-10-12 19:46:18,098 - Train: 26.89% [336400/1251000] [268.9/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002501] [CE 4.544 (4.438)] [KD 4.562 (4.547)] 2024-10-12 19:46:29,871 - Train: 26.89% [336450/1251000] [268.9/1000.0] [batch_t 0.242 (0.235)] [data_t 0.010] [optim_t 0.231] [lr 0.002501] [CE 4.090 (4.584)] [KD 4.236 (4.607)] 2024-10-12 19:46:42,290 - Train: 26.90% [336500/1251000] [269.0/1000.0] [batch_t 0.226 (0.248)] [data_t 0.010] [optim_t 0.216] [lr 0.002501] [CE 4.020 (4.538)] [KD 4.470 (4.629)] 2024-10-12 19:46:56,074 - Test (net): 100.00% [50/50] [batch_t 0.547 (0.175)] [top1_cnt 35304] [top5_cnt 45037] [top_all 50000] 2024-10-12 19:46:56,074 - net: 70.608 (90.074) 2024-10-12 19:47:05,443 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.171)] [top1_cnt 38016] [top5_cnt 46483] [top_all 50000] 2024-10-12 19:47:05,444 - net_E: 76.032 (92.966) 2024-10-12 19:47:05,651 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.040 (epoch: 267)] 2024-10-12 19:47:05,652 - ==> Total time: 23:08:58 Eta: 2 days, 14:54:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:47:16,861 - Train: 26.90% [336550/1251000] [269.0/1000.0] [batch_t 0.250 (0.254)] [data_t 0.010] [optim_t 0.240] [lr 0.002500] [CE 4.285 (4.482)] [KD 4.631 (4.534)] 2024-10-12 19:47:29,209 - Train: 26.91% [336600/1251000] [269.1/1000.0] [batch_t 0.242 (0.247)] [data_t 0.008] [optim_t 0.234] [lr 0.002500] [CE 4.678 (4.480)] [KD 4.744 (4.609)] 2024-10-12 19:47:41,771 - Train: 26.91% [336650/1251000] [269.1/1000.0] [batch_t 0.229 (0.251)] [data_t 0.009] [optim_t 0.220] [lr 0.002500] [CE 4.607 (4.487)] [KD 4.436 (4.606)] 2024-10-12 19:47:53,743 - Train: 26.91% [336700/1251000] [269.1/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.002500] [CE 4.325 (4.557)] [KD 4.336 (4.524)] 2024-10-12 19:48:05,971 - Train: 26.92% [336750/1251000] [269.2/1000.0] [batch_t 0.258 (0.244)] [data_t 0.009] [optim_t 0.248] [lr 0.002500] [CE 4.228 (4.488)] [KD 4.908 (4.586)] 2024-10-12 19:48:18,666 - Train: 26.92% [336800/1251000] [269.2/1000.0] [batch_t 0.417 (0.254)] [data_t 0.010] [optim_t 0.407] [lr 0.002500] [CE 4.550 (4.387)] [KD 4.624 (4.423)] 2024-10-12 19:48:30,672 - Train: 26.93% [336850/1251000] [269.3/1000.0] [batch_t 0.228 (0.240)] [data_t 0.008] [optim_t 0.220] [lr 0.002500] [CE 4.286 (4.450)] [KD 4.236 (4.521)] 2024-10-12 19:48:42,393 - Train: 26.93% [336900/1251000] [269.3/1000.0] [batch_t 0.228 (0.234)] [data_t 0.006] [optim_t 0.222] [lr 0.002499] [CE 4.761 (4.494)] [KD 4.432 (4.564)] 2024-10-12 19:48:54,182 - Train: 26.93% [336950/1251000] [269.3/1000.0] [batch_t 0.228 (0.236)] [data_t 0.006] [optim_t 0.222] [lr 0.002499] [CE 4.380 (4.454)] [KD 4.693 (4.557)] 2024-10-12 19:49:06,255 - Train: 26.94% [337000/1251000] [269.4/1000.0] [batch_t 0.239 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.002499] [CE 4.824 (4.423)] [KD 4.740 (4.606)] 2024-10-12 19:49:18,412 - Train: 26.94% [337050/1251000] [269.4/1000.0] [batch_t 0.225 (0.243)] [data_t 0.010] [optim_t 0.215] [lr 0.002499] [CE 4.491 (4.529)] [KD 4.541 (4.504)] 2024-10-12 19:49:30,413 - Train: 26.95% [337100/1251000] [269.5/1000.0] [batch_t 0.227 (0.240)] [data_t 0.008] [optim_t 0.219] [lr 0.002499] [CE 4.527 (4.503)] [KD 4.427 (4.529)] 2024-10-12 19:49:42,866 - Train: 26.95% [337150/1251000] [269.5/1000.0] [batch_t 0.230 (0.249)] [data_t 0.008] [optim_t 0.222] [lr 0.002499] [CE 4.458 (4.486)] [KD 4.597 (4.537)] 2024-10-12 19:49:54,696 - Train: 26.95% [337200/1251000] [269.5/1000.0] [batch_t 0.218 (0.236)] [data_t 0.007] [optim_t 0.211] [lr 0.002499] [CE 4.715 (4.505)] [KD 4.630 (4.553)] 2024-10-12 19:50:07,242 - Train: 26.96% [337250/1251000] [269.6/1000.0] [batch_t 0.237 (0.251)] [data_t 0.007] [optim_t 0.230] [lr 0.002499] [CE 4.591 (4.477)] [KD 4.647 (4.520)] 2024-10-12 19:50:19,030 - Train: 26.96% [337300/1251000] [269.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002498] [CE 4.828 (4.478)] [KD 4.773 (4.587)] 2024-10-12 19:50:30,701 - Train: 26.97% [337350/1251000] [269.7/1000.0] [batch_t 0.229 (0.233)] [data_t 0.008] [optim_t 0.221] [lr 0.002498] [CE 4.592 (4.451)] [KD 4.787 (4.543)] 2024-10-12 19:50:43,106 - Train: 26.97% [337400/1251000] [269.7/1000.0] [batch_t 0.223 (0.248)] [data_t 0.009] [optim_t 0.215] [lr 0.002498] [CE 4.818 (4.466)] [KD 4.676 (4.582)] 2024-10-12 19:50:55,209 - Train: 26.97% [337450/1251000] [269.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.006] [optim_t 0.226] [lr 0.002498] [CE 4.645 (4.511)] [KD 4.585 (4.572)] 2024-10-12 19:51:06,968 - Train: 26.98% [337500/1251000] [269.8/1000.0] [batch_t 0.242 (0.235)] [data_t 0.010] [optim_t 0.231] [lr 0.002498] [CE 4.864 (4.524)] [KD 4.815 (4.622)] 2024-10-12 19:51:19,486 - Train: 26.98% [337550/1251000] [269.8/1000.0] [batch_t 0.216 (0.250)] [data_t 0.007] [optim_t 0.209] [lr 0.002498] [CE 4.190 (4.479)] [KD 4.513 (4.602)] 2024-10-12 19:51:31,362 - Train: 26.99% [337600/1251000] [269.9/1000.0] [batch_t 0.256 (0.237)] [data_t 0.006] [optim_t 0.249] [lr 0.002498] [CE 4.389 (4.474)] [KD 4.519 (4.567)] 2024-10-12 19:51:43,315 - Train: 26.99% [337650/1251000] [269.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002497] [CE 3.952 (4.494)] [KD 3.983 (4.552)] 2024-10-12 19:51:55,094 - Train: 26.99% [337700/1251000] [269.9/1000.0] [batch_t 0.219 (0.235)] [data_t 0.010] [optim_t 0.209] [lr 0.002497] [CE 3.999 (4.483)] [KD 4.580 (4.581)] 2024-10-12 19:52:07,621 - Train: 27.00% [337750/1251000] [270.0/1000.0] [batch_t 0.234 (0.250)] [data_t 0.007] [optim_t 0.227] [lr 0.002497] [CE 4.637 (4.489)] [KD 4.642 (4.555)] 2024-10-12 19:52:22,221 - Test (net): 100.00% [50/50] [batch_t 0.098 (0.191)] [top1_cnt 35355] [top5_cnt 45137] [top_all 50000] 2024-10-12 19:52:22,222 - net: 70.710 (90.274) 2024-10-12 19:52:31,248 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.163)] [top1_cnt 37993] [top5_cnt 46464] [top_all 50000] 2024-10-12 19:52:31,249 - net_E: 75.986 (92.928) 2024-10-12 19:52:31,481 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.040 (epoch: 267)] 2024-10-12 19:52:31,481 - ==> Total time: 23:14:24 Eta: 2 days, 14:50:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:52:50,485 - Train: 27.00% [337800/1251000] [270.0/1000.0] [batch_t 0.259 (0.257)] [data_t 0.007] [optim_t 0.253] [lr 0.002497] [CE 4.545 (4.468)] [KD 4.559 (4.531)] 2024-10-12 19:53:02,339 - Train: 27.01% [337850/1251000] [270.1/1000.0] [batch_t 0.242 (0.237)] [data_t 0.006] [optim_t 0.236] [lr 0.002497] [CE 4.469 (4.448)] [KD 4.534 (4.522)] 2024-10-12 19:53:14,500 - Train: 27.01% [337900/1251000] [270.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002497] [CE 4.493 (4.455)] [KD 4.412 (4.595)] 2024-10-12 19:53:26,654 - Train: 27.01% [337950/1251000] [270.1/1000.0] [batch_t 0.224 (0.243)] [data_t 0.006] [optim_t 0.218] [lr 0.002497] [CE 4.843 (4.426)] [KD 4.808 (4.507)] 2024-10-12 19:53:38,526 - Train: 27.02% [338000/1251000] [270.2/1000.0] [batch_t 0.241 (0.237)] [data_t 0.007] [optim_t 0.234] [lr 0.002496] [CE 4.625 (4.514)] [KD 4.429 (4.549)] 2024-10-12 19:53:50,929 - Train: 27.02% [338050/1251000] [270.2/1000.0] [batch_t 0.225 (0.248)] [data_t 0.007] [optim_t 0.218] [lr 0.002496] [CE 4.232 (4.443)] [KD 4.187 (4.454)] 2024-10-12 19:54:02,838 - Train: 27.03% [338100/1251000] [270.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.002496] [CE 4.824 (4.500)] [KD 4.840 (4.614)] 2024-10-12 19:54:14,860 - Train: 27.03% [338150/1251000] [270.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.010] [optim_t 0.222] [lr 0.002496] [CE 4.341 (4.445)] [KD 4.188 (4.469)] 2024-10-12 19:54:26,951 - Train: 27.03% [338200/1251000] [270.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002496] [CE 4.734 (4.451)] [KD 4.781 (4.533)] 2024-10-12 19:54:39,370 - Train: 27.04% [338250/1251000] [270.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.002496] [CE 4.726 (4.443)] [KD 4.809 (4.606)] 2024-10-12 19:54:51,138 - Train: 27.04% [338300/1251000] [270.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.006] [optim_t 0.229] [lr 0.002496] [CE 4.121 (4.525)] [KD 4.516 (4.560)] 2024-10-12 19:55:03,117 - Train: 27.05% [338350/1251000] [270.5/1000.0] [batch_t 0.229 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.002495] [CE 4.543 (4.499)] [KD 4.525 (4.588)] 2024-10-12 19:55:15,069 - Train: 27.05% [338400/1251000] [270.5/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.002495] [CE 3.703 (4.495)] [KD 4.271 (4.589)] 2024-10-12 19:55:27,028 - Train: 27.05% [338450/1251000] [270.5/1000.0] [batch_t 0.258 (0.239)] [data_t 0.007] [optim_t 0.251] [lr 0.002495] [CE 4.880 (4.504)] [KD 4.787 (4.557)] 2024-10-12 19:55:39,146 - Train: 27.06% [338500/1251000] [270.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.006] [optim_t 0.227] [lr 0.002495] [CE 4.341 (4.516)] [KD 4.284 (4.572)] 2024-10-12 19:55:51,744 - Train: 27.06% [338550/1251000] [270.6/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002495] [CE 5.001 (4.457)] [KD 4.504 (4.520)] 2024-10-12 19:56:04,074 - Train: 27.07% [338600/1251000] [270.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002495] [CE 5.030 (4.539)] [KD 5.085 (4.632)] 2024-10-12 19:56:16,560 - Train: 27.07% [338650/1251000] [270.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.002495] [CE 4.665 (4.428)] [KD 4.730 (4.549)] 2024-10-12 19:56:29,065 - Train: 27.07% [338700/1251000] [270.7/1000.0] [batch_t 0.237 (0.250)] [data_t 0.007] [optim_t 0.230] [lr 0.002494] [CE 4.907 (4.519)] [KD 4.826 (4.510)] 2024-10-12 19:56:41,604 - Train: 27.08% [338750/1251000] [270.8/1000.0] [batch_t 0.244 (0.251)] [data_t 0.008] [optim_t 0.236] [lr 0.002494] [CE 4.681 (4.483)] [KD 4.909 (4.597)] 2024-10-12 19:56:53,827 - Train: 27.08% [338800/1251000] [270.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.002494] [CE 4.532 (4.485)] [KD 4.711 (4.568)] 2024-10-12 19:57:06,668 - Train: 27.09% [338850/1251000] [270.9/1000.0] [batch_t 0.243 (0.257)] [data_t 0.010] [optim_t 0.233] [lr 0.002494] [CE 4.748 (4.491)] [KD 4.787 (4.533)] 2024-10-12 19:57:18,548 - Train: 27.09% [338900/1251000] [270.9/1000.0] [batch_t 0.252 (0.237)] [data_t 0.010] [optim_t 0.242] [lr 0.002494] [CE 4.966 (4.566)] [KD 4.859 (4.641)] 2024-10-12 19:57:31,295 - Train: 27.09% [338950/1251000] [270.9/1000.0] [batch_t 0.232 (0.255)] [data_t 0.010] [optim_t 0.221] [lr 0.002494] [CE 4.621 (4.535)] [KD 4.652 (4.596)] 2024-10-12 19:57:43,892 - Train: 27.10% [339000/1251000] [271.0/1000.0] [batch_t 0.249 (0.252)] [data_t 0.008] [optim_t 0.241] [lr 0.002494] [CE 4.179 (4.539)] [KD 4.382 (4.558)] 2024-10-12 19:57:57,839 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.174)] [top1_cnt 35348] [top5_cnt 45036] [top_all 50000] 2024-10-12 19:57:57,839 - net: 70.696 (90.072) 2024-10-12 19:58:07,268 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.173)] [top1_cnt 38015] [top5_cnt 46457] [top_all 50000] 2024-10-12 19:58:07,269 - net_E: 76.030 (92.914) 2024-10-12 19:58:07,504 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.040 (epoch: 267)] 2024-10-12 19:58:07,504 - ==> Total time: 23:20:00 Eta: 2 days, 14:46:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 19:58:17,979 - Train: 27.10% [339050/1251000] [271.0/1000.0] [batch_t 0.239 (0.258)] [data_t 0.008] [optim_t 0.231] [lr 0.002493] [CE 4.007 (4.409)] [KD 4.301 (4.530)] 2024-10-12 19:58:29,868 - Train: 27.11% [339100/1251000] [271.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.008] [optim_t 0.226] [lr 0.002493] [CE 4.876 (4.568)] [KD 4.504 (4.557)] 2024-10-12 19:58:41,876 - Train: 27.11% [339150/1251000] [271.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002493] [CE 4.694 (4.445)] [KD 4.500 (4.546)] 2024-10-12 19:58:53,638 - Train: 27.11% [339200/1251000] [271.1/1000.0] [batch_t 0.217 (0.235)] [data_t 0.006] [optim_t 0.210] [lr 0.002493] [CE 3.984 (4.414)] [KD 4.505 (4.456)] 2024-10-12 19:59:05,645 - Train: 27.12% [339250/1251000] [271.2/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.002493] [CE 4.162 (4.429)] [KD 4.394 (4.537)] 2024-10-12 19:59:17,772 - Train: 27.12% [339300/1251000] [271.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.002493] [CE 4.034 (4.502)] [KD 4.157 (4.627)] 2024-10-12 19:59:29,572 - Train: 27.13% [339350/1251000] [271.3/1000.0] [batch_t 0.439 (0.236)] [data_t 0.006] [optim_t 0.433] [lr 0.002493] [CE 3.971 (4.478)] [KD 4.257 (4.585)] 2024-10-12 19:59:41,459 - Train: 27.13% [339400/1251000] [271.3/1000.0] [batch_t 0.221 (0.238)] [data_t 0.007] [optim_t 0.214] [lr 0.002492] [CE 4.705 (4.508)] [KD 4.775 (4.626)] 2024-10-12 19:59:53,422 - Train: 27.13% [339450/1251000] [271.3/1000.0] [batch_t 0.226 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.002492] [CE 4.393 (4.523)] [KD 4.634 (4.611)] 2024-10-12 20:00:05,201 - Train: 27.14% [339500/1251000] [271.4/1000.0] [batch_t 0.236 (0.235)] [data_t 0.010] [optim_t 0.226] [lr 0.002492] [CE 4.571 (4.484)] [KD 4.643 (4.592)] 2024-10-12 20:00:17,523 - Train: 27.14% [339550/1251000] [271.4/1000.0] [batch_t 0.243 (0.246)] [data_t 0.010] [optim_t 0.233] [lr 0.002492] [CE 4.626 (4.442)] [KD 4.599 (4.568)] 2024-10-12 20:00:29,370 - Train: 27.15% [339600/1251000] [271.5/1000.0] [batch_t 0.222 (0.237)] [data_t 0.010] [optim_t 0.213] [lr 0.002492] [CE 4.448 (4.477)] [KD 4.615 (4.595)] 2024-10-12 20:00:40,894 - Train: 27.15% [339650/1251000] [271.5/1000.0] [batch_t 0.231 (0.230)] [data_t 0.010] [optim_t 0.221] [lr 0.002492] [CE 4.662 (4.523)] [KD 4.424 (4.676)] 2024-10-12 20:00:52,924 - Train: 27.15% [339700/1251000] [271.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002492] [CE 4.000 (4.508)] [KD 4.425 (4.612)] 2024-10-12 20:01:04,938 - Train: 27.16% [339750/1251000] [271.6/1000.0] [batch_t 0.226 (0.240)] [data_t 0.008] [optim_t 0.218] [lr 0.002492] [CE 4.533 (4.478)] [KD 4.719 (4.628)] 2024-10-12 20:01:16,652 - Train: 27.16% [339800/1251000] [271.6/1000.0] [batch_t 0.237 (0.234)] [data_t 0.010] [optim_t 0.226] [lr 0.002491] [CE 4.644 (4.445)] [KD 4.746 (4.513)] 2024-10-12 20:01:28,744 - Train: 27.17% [339850/1251000] [271.7/1000.0] [batch_t 0.220 (0.242)] [data_t 0.007] [optim_t 0.213] [lr 0.002491] [CE 4.238 (4.558)] [KD 4.212 (4.608)] 2024-10-12 20:01:40,793 - Train: 27.17% [339900/1251000] [271.7/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.002491] [CE 4.686 (4.454)] [KD 4.781 (4.557)] 2024-10-12 20:01:52,639 - Train: 27.17% [339950/1251000] [271.7/1000.0] [batch_t 0.231 (0.237)] [data_t 0.010] [optim_t 0.221] [lr 0.002491] [CE 4.887 (4.409)] [KD 4.733 (4.445)] 2024-10-12 20:02:04,341 - Train: 27.18% [340000/1251000] [271.8/1000.0] [batch_t 0.235 (0.234)] [data_t 0.010] [optim_t 0.226] [lr 0.002491] [CE 4.517 (4.488)] [KD 4.638 (4.543)] 2024-10-12 20:02:16,389 - Train: 27.18% [340050/1251000] [271.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.225] [lr 0.002491] [CE 4.089 (4.515)] [KD 4.323 (4.592)] 2024-10-12 20:02:28,168 - Train: 27.19% [340100/1251000] [271.9/1000.0] [batch_t 0.240 (0.235)] [data_t 0.008] [optim_t 0.232] [lr 0.002491] [CE 4.401 (4.497)] [KD 4.375 (4.531)] 2024-10-12 20:02:40,392 - Train: 27.19% [340150/1251000] [271.9/1000.0] [batch_t 0.429 (0.244)] [data_t 0.009] [optim_t 0.420] [lr 0.002490] [CE 4.424 (4.456)] [KD 4.574 (4.526)] 2024-10-12 20:02:52,118 - Train: 27.19% [340200/1251000] [271.9/1000.0] [batch_t 0.247 (0.234)] [data_t 0.007] [optim_t 0.240] [lr 0.002490] [CE 4.544 (4.473)] [KD 4.552 (4.611)] 2024-10-12 20:03:04,062 - Train: 27.20% [340250/1251000] [272.0/1000.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.237] [lr 0.002490] [CE 4.806 (4.474)] [KD 4.667 (4.604)] 2024-10-12 20:03:17,478 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 35228] [top5_cnt 45101] [top_all 50000] 2024-10-12 20:03:17,478 - net: 70.456 (90.202) 2024-10-12 20:03:26,607 - Test (net_E): 100.00% [50/50] [batch_t 0.183 (0.167)] [top1_cnt 38018] [top5_cnt 46480] [top_all 50000] 2024-10-12 20:03:26,608 - net_E: 76.036 (92.960) 2024-10-12 20:03:26,819 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.040 (epoch: 267)] 2024-10-12 20:03:26,819 - ==> Total time: 23:25:19 Eta: 2 days, 14:41:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:03:37,336 - Train: 27.20% [340300/1251000] [272.0/1000.0] [batch_t 0.243 (0.260)] [data_t 0.007] [optim_t 0.236] [lr 0.002490] [CE 4.387 (4.381)] [KD 4.299 (4.508)] 2024-10-12 20:03:50,103 - Train: 27.21% [340350/1251000] [272.1/1000.0] [batch_t 0.223 (0.255)] [data_t 0.007] [optim_t 0.216] [lr 0.002490] [CE 4.680 (4.491)] [KD 4.731 (4.538)] 2024-10-12 20:04:02,064 - Train: 27.21% [340400/1251000] [272.1/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.002490] [CE 4.744 (4.491)] [KD 4.497 (4.521)] 2024-10-12 20:04:14,153 - Train: 27.21% [340450/1251000] [272.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.002490] [CE 4.370 (4.448)] [KD 4.732 (4.527)] 2024-10-12 20:04:26,289 - Train: 27.22% [340500/1251000] [272.2/1000.0] [batch_t 0.280 (0.243)] [data_t 0.008] [optim_t 0.272] [lr 0.002489] [CE 4.022 (4.418)] [KD 4.488 (4.608)] 2024-10-12 20:04:38,260 - Train: 27.22% [340550/1251000] [272.2/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.215] [lr 0.002489] [CE 3.778 (4.445)] [KD 4.286 (4.498)] 2024-10-12 20:04:49,899 - Train: 27.23% [340600/1251000] [272.3/1000.0] [batch_t 0.221 (0.233)] [data_t 0.007] [optim_t 0.214] [lr 0.002489] [CE 4.591 (4.537)] [KD 4.358 (4.538)] 2024-10-12 20:05:01,825 - Train: 27.23% [340650/1251000] [272.3/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.002489] [CE 3.950 (4.455)] [KD 4.404 (4.616)] 2024-10-12 20:05:14,126 - Train: 27.23% [340700/1251000] [272.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.008] [optim_t 0.231] [lr 0.002489] [CE 4.221 (4.478)] [KD 4.534 (4.557)] 2024-10-12 20:05:26,422 - Train: 27.24% [340750/1251000] [272.4/1000.0] [batch_t 0.214 (0.246)] [data_t 0.008] [optim_t 0.205] [lr 0.002489] [CE 4.471 (4.454)] [KD 4.445 (4.530)] 2024-10-12 20:05:38,411 - Train: 27.24% [340800/1251000] [272.4/1000.0] [batch_t 0.215 (0.240)] [data_t 0.006] [optim_t 0.209] [lr 0.002489] [CE 4.511 (4.494)] [KD 4.662 (4.521)] 2024-10-12 20:05:50,256 - Train: 27.25% [340850/1251000] [272.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.010] [optim_t 0.227] [lr 0.002488] [CE 4.492 (4.513)] [KD 4.479 (4.517)] 2024-10-12 20:06:02,010 - Train: 27.25% [340900/1251000] [272.5/1000.0] [batch_t 0.262 (0.235)] [data_t 0.009] [optim_t 0.253] [lr 0.002488] [CE 4.009 (4.531)] [KD 4.707 (4.617)] 2024-10-12 20:06:14,165 - Train: 27.25% [340950/1251000] [272.5/1000.0] [batch_t 0.227 (0.243)] [data_t 0.010] [optim_t 0.216] [lr 0.002488] [CE 3.951 (4.379)] [KD 4.280 (4.593)] 2024-10-12 20:06:26,517 - Train: 27.26% [341000/1251000] [272.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.002488] [CE 4.555 (4.505)] [KD 4.800 (4.591)] 2024-10-12 20:06:38,672 - Train: 27.26% [341050/1251000] [272.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.008] [optim_t 0.226] [lr 0.002488] [CE 3.884 (4.518)] [KD 4.415 (4.601)] 2024-10-12 20:06:50,322 - Train: 27.27% [341100/1251000] [272.7/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002488] [CE 4.580 (4.424)] [KD 4.727 (4.600)] 2024-10-12 20:07:02,455 - Train: 27.27% [341150/1251000] [272.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002488] [CE 5.142 (4.472)] [KD 4.879 (4.576)] 2024-10-12 20:07:14,225 - Train: 27.27% [341200/1251000] [272.7/1000.0] [batch_t 0.247 (0.235)] [data_t 0.009] [optim_t 0.239] [lr 0.002487] [CE 4.641 (4.590)] [KD 4.666 (4.719)] 2024-10-12 20:07:25,883 - Train: 27.28% [341250/1251000] [272.8/1000.0] [batch_t 0.241 (0.233)] [data_t 0.007] [optim_t 0.233] [lr 0.002487] [CE 4.848 (4.387)] [KD 4.503 (4.577)] 2024-10-12 20:07:37,815 - Train: 27.28% [341300/1251000] [272.8/1000.0] [batch_t 0.221 (0.238)] [data_t 0.007] [optim_t 0.214] [lr 0.002487] [CE 4.690 (4.440)] [KD 4.581 (4.550)] 2024-10-12 20:07:50,218 - Train: 27.29% [341350/1251000] [272.9/1000.0] [batch_t 0.241 (0.248)] [data_t 0.007] [optim_t 0.235] [lr 0.002487] [CE 4.542 (4.450)] [KD 4.667 (4.602)] 2024-10-12 20:08:02,053 - Train: 27.29% [341400/1251000] [272.9/1000.0] [batch_t 0.241 (0.237)] [data_t 0.007] [optim_t 0.234] [lr 0.002487] [CE 4.942 (4.546)] [KD 4.759 (4.590)] 2024-10-12 20:08:13,948 - Train: 27.29% [341450/1251000] [272.9/1000.0] [batch_t 0.224 (0.238)] [data_t 0.007] [optim_t 0.217] [lr 0.002487] [CE 4.528 (4.470)] [KD 4.343 (4.592)] 2024-10-12 20:08:25,676 - Train: 27.30% [341500/1251000] [273.0/1000.0] [batch_t 0.238 (0.234)] [data_t 0.010] [optim_t 0.228] [lr 0.002487] [CE 4.574 (4.477)] [KD 4.858 (4.649)] 2024-10-12 20:08:39,940 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.169)] [top1_cnt 35182] [top5_cnt 44966] [top_all 50000] 2024-10-12 20:08:39,941 - net: 70.364 (89.932) 2024-10-12 20:08:48,598 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.158)] [top1_cnt 38048] [top5_cnt 46483] [top_all 50000] 2024-10-12 20:08:48,599 - net_E: 76.096 (92.966) 2024-10-12 20:08:48,798 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.096 (epoch: 273)] 2024-10-12 20:08:48,799 - ==> Total time: 23:30:41 Eta: 2 days, 14:36:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:09:07,494 - Train: 27.30% [341550/1251000] [273.0/1000.0] [batch_t 0.230 (0.255)] [data_t 0.011] [optim_t 0.219] [lr 0.002486] [CE 4.141 (4.438)] [KD 4.349 (4.496)] 2024-10-12 20:09:19,959 - Train: 27.31% [341600/1251000] [273.1/1000.0] [batch_t 0.220 (0.249)] [data_t 0.010] [optim_t 0.210] [lr 0.002486] [CE 4.263 (4.476)] [KD 4.512 (4.587)] 2024-10-12 20:09:31,887 - Train: 27.31% [341650/1251000] [273.1/1000.0] [batch_t 0.247 (0.238)] [data_t 0.010] [optim_t 0.237] [lr 0.002486] [CE 4.629 (4.508)] [KD 4.584 (4.606)] 2024-10-12 20:09:43,795 - Train: 27.31% [341700/1251000] [273.1/1000.0] [batch_t 0.240 (0.238)] [data_t 0.008] [optim_t 0.231] [lr 0.002486] [CE 4.722 (4.481)] [KD 4.604 (4.523)] 2024-10-12 20:09:56,020 - Train: 27.32% [341750/1251000] [273.2/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.002486] [CE 4.465 (4.510)] [KD 4.530 (4.641)] 2024-10-12 20:10:08,400 - Train: 27.32% [341800/1251000] [273.2/1000.0] [batch_t 0.229 (0.247)] [data_t 0.008] [optim_t 0.221] [lr 0.002486] [CE 4.603 (4.478)] [KD 4.681 (4.490)] 2024-10-12 20:10:20,265 - Train: 27.33% [341850/1251000] [273.3/1000.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.208] [lr 0.002486] [CE 4.539 (4.471)] [KD 4.965 (4.583)] 2024-10-12 20:10:32,201 - Train: 27.33% [341900/1251000] [273.3/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.002485] [CE 4.061 (4.490)] [KD 4.379 (4.623)] 2024-10-12 20:10:44,021 - Train: 27.33% [341950/1251000] [273.3/1000.0] [batch_t 0.249 (0.236)] [data_t 0.010] [optim_t 0.239] [lr 0.002485] [CE 4.199 (4.498)] [KD 4.273 (4.616)] 2024-10-12 20:10:56,313 - Train: 27.34% [342000/1251000] [273.4/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002485] [CE 4.418 (4.453)] [KD 4.609 (4.511)] 2024-10-12 20:11:08,889 - Train: 27.34% [342050/1251000] [273.4/1000.0] [batch_t 0.239 (0.251)] [data_t 0.008] [optim_t 0.231] [lr 0.002485] [CE 4.475 (4.535)] [KD 4.677 (4.587)] 2024-10-12 20:11:21,019 - Train: 27.35% [342100/1251000] [273.5/1000.0] [batch_t 0.222 (0.242)] [data_t 0.006] [optim_t 0.216] [lr 0.002485] [CE 3.846 (4.466)] [KD 4.399 (4.550)] 2024-10-12 20:11:33,162 - Train: 27.35% [342150/1251000] [273.5/1000.0] [batch_t 0.261 (0.243)] [data_t 0.007] [optim_t 0.254] [lr 0.002485] [CE 4.195 (4.471)] [KD 4.299 (4.579)] 2024-10-12 20:11:45,785 - Train: 27.35% [342200/1251000] [273.5/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.002485] [CE 4.293 (4.407)] [KD 4.338 (4.461)] 2024-10-12 20:11:57,567 - Train: 27.36% [342250/1251000] [273.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.011] [optim_t 0.218] [lr 0.002484] [CE 4.536 (4.503)] [KD 4.576 (4.574)] 2024-10-12 20:12:09,363 - Train: 27.36% [342300/1251000] [273.6/1000.0] [batch_t 0.228 (0.236)] [data_t 0.008] [optim_t 0.220] [lr 0.002484] [CE 4.490 (4.467)] [KD 4.600 (4.627)] 2024-10-12 20:12:21,517 - Train: 27.37% [342350/1251000] [273.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.002484] [CE 4.974 (4.526)] [KD 4.860 (4.548)] 2024-10-12 20:12:34,215 - Train: 27.37% [342400/1251000] [273.7/1000.0] [batch_t 0.474 (0.254)] [data_t 0.007] [optim_t 0.468] [lr 0.002484] [CE 4.759 (4.472)] [KD 4.753 (4.521)] 2024-10-12 20:12:46,260 - Train: 27.37% [342450/1251000] [273.7/1000.0] [batch_t 0.229 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.002484] [CE 4.684 (4.456)] [KD 4.520 (4.508)] 2024-10-12 20:12:57,899 - Train: 27.38% [342500/1251000] [273.8/1000.0] [batch_t 0.216 (0.233)] [data_t 0.010] [optim_t 0.205] [lr 0.002484] [CE 4.736 (4.561)] [KD 4.631 (4.641)] 2024-10-12 20:13:09,394 - Train: 27.38% [342550/1251000] [273.8/1000.0] [batch_t 0.229 (0.230)] [data_t 0.010] [optim_t 0.218] [lr 0.002484] [CE 3.998 (4.517)] [KD 4.385 (4.631)] 2024-10-12 20:13:21,406 - Train: 27.39% [342600/1251000] [273.9/1000.0] [batch_t 0.252 (0.240)] [data_t 0.009] [optim_t 0.243] [lr 0.002483] [CE 4.795 (4.473)] [KD 4.814 (4.577)] 2024-10-12 20:13:34,136 - Train: 27.39% [342650/1251000] [273.9/1000.0] [batch_t 0.232 (0.254)] [data_t 0.009] [optim_t 0.223] [lr 0.002483] [CE 4.344 (4.509)] [KD 4.402 (4.672)] 2024-10-12 20:13:46,238 - Train: 27.39% [342700/1251000] [273.9/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.002483] [CE 4.160 (4.521)] [KD 4.217 (4.604)] 2024-10-12 20:13:58,193 - Train: 27.40% [342750/1251000] [274.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002483] [CE 4.504 (4.443)] [KD 4.286 (4.544)] 2024-10-12 20:14:13,699 - Test (net): 100.00% [50/50] [batch_t 0.307 (0.187)] [top1_cnt 35385] [top5_cnt 44998] [top_all 50000] 2024-10-12 20:14:13,699 - net: 70.770 (89.996) 2024-10-12 20:14:23,106 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.171)] [top1_cnt 38064] [top5_cnt 46465] [top_all 50000] 2024-10-12 20:14:23,107 - net_E: 76.128 (92.930) 2024-10-12 20:14:23,320 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.128 (epoch: 274)] 2024-10-12 20:14:23,320 - ==> Total time: 23:36:16 Eta: 2 days, 14:32:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:14:41,137 - Train: 27.40% [342800/1251000] [274.0/1000.0] [batch_t 0.252 (0.263)] [data_t 0.008] [optim_t 0.244] [lr 0.002483] [CE 4.577 (4.473)] [KD 4.565 (4.544)] 2024-10-12 20:14:53,838 - Train: 27.41% [342850/1251000] [274.1/1000.0] [batch_t 0.219 (0.254)] [data_t 0.010] [optim_t 0.209] [lr 0.002483] [CE 4.216 (4.416)] [KD 4.390 (4.475)] 2024-10-12 20:15:06,383 - Train: 27.41% [342900/1251000] [274.1/1000.0] [batch_t 0.245 (0.251)] [data_t 0.010] [optim_t 0.236] [lr 0.002483] [CE 3.925 (4.429)] [KD 4.161 (4.487)] 2024-10-12 20:15:18,223 - Train: 27.41% [342950/1251000] [274.1/1000.0] [batch_t 0.249 (0.237)] [data_t 0.007] [optim_t 0.241] [lr 0.002482] [CE 4.596 (4.551)] [KD 4.640 (4.656)] 2024-10-12 20:15:30,493 - Train: 27.42% [343000/1251000] [274.2/1000.0] [batch_t 0.248 (0.245)] [data_t 0.007] [optim_t 0.241] [lr 0.002482] [CE 4.530 (4.369)] [KD 4.734 (4.443)] 2024-10-12 20:15:42,420 - Train: 27.42% [343050/1251000] [274.2/1000.0] [batch_t 0.227 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.002482] [CE 4.379 (4.482)] [KD 4.800 (4.636)] 2024-10-12 20:15:54,399 - Train: 27.43% [343100/1251000] [274.3/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.002482] [CE 4.207 (4.486)] [KD 4.216 (4.558)] 2024-10-12 20:16:06,935 - Train: 27.43% [343150/1251000] [274.3/1000.0] [batch_t 0.234 (0.251)] [data_t 0.007] [optim_t 0.227] [lr 0.002482] [CE 5.040 (4.438)] [KD 4.404 (4.500)] 2024-10-12 20:16:19,198 - Train: 27.43% [343200/1251000] [274.3/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002482] [CE 3.686 (4.435)] [KD 4.000 (4.477)] 2024-10-12 20:16:31,158 - Train: 27.44% [343250/1251000] [274.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.002482] [CE 3.935 (4.413)] [KD 4.107 (4.531)] 2024-10-12 20:16:43,540 - Train: 27.44% [343300/1251000] [274.4/1000.0] [batch_t 0.221 (0.247)] [data_t 0.007] [optim_t 0.214] [lr 0.002481] [CE 4.522 (4.476)] [KD 4.458 (4.558)] 2024-10-12 20:16:55,122 - Train: 27.45% [343350/1251000] [274.5/1000.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.002481] [CE 4.282 (4.466)] [KD 4.485 (4.565)] 2024-10-12 20:17:07,155 - Train: 27.45% [343400/1251000] [274.5/1000.0] [batch_t 0.249 (0.240)] [data_t 0.009] [optim_t 0.240] [lr 0.002481] [CE 4.743 (4.463)] [KD 4.534 (4.525)] 2024-10-12 20:17:19,204 - Train: 27.45% [343450/1251000] [274.5/1000.0] [batch_t 0.552 (0.241)] [data_t 0.007] [optim_t 0.545] [lr 0.002481] [CE 5.044 (4.464)] [KD 4.714 (4.523)] 2024-10-12 20:17:31,597 - Train: 27.46% [343500/1251000] [274.6/1000.0] [batch_t 0.231 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.002481] [CE 4.688 (4.520)] [KD 4.549 (4.549)] 2024-10-12 20:17:43,874 - Train: 27.46% [343550/1251000] [274.6/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.002481] [CE 4.552 (4.527)] [KD 4.454 (4.560)] 2024-10-12 20:17:55,850 - Train: 27.47% [343600/1251000] [274.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.008] [optim_t 0.227] [lr 0.002481] [CE 4.819 (4.521)] [KD 4.698 (4.506)] 2024-10-12 20:18:08,003 - Train: 27.47% [343650/1251000] [274.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.002480] [CE 3.975 (4.455)] [KD 4.123 (4.502)] 2024-10-12 20:18:20,112 - Train: 27.47% [343700/1251000] [274.7/1000.0] [batch_t 0.565 (0.242)] [data_t 0.006] [optim_t 0.559] [lr 0.002480] [CE 4.199 (4.501)] [KD 4.266 (4.573)] 2024-10-12 20:18:31,768 - Train: 27.48% [343750/1251000] [274.8/1000.0] [batch_t 0.252 (0.233)] [data_t 0.006] [optim_t 0.246] [lr 0.002480] [CE 4.549 (4.472)] [KD 4.770 (4.583)] 2024-10-12 20:18:44,350 - Train: 27.48% [343800/1251000] [274.8/1000.0] [batch_t 0.229 (0.251)] [data_t 0.007] [optim_t 0.222] [lr 0.002480] [CE 4.252 (4.510)] [KD 4.346 (4.612)] 2024-10-12 20:18:56,222 - Train: 27.49% [343850/1251000] [274.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002480] [CE 4.696 (4.500)] [KD 4.803 (4.610)] 2024-10-12 20:19:08,020 - Train: 27.49% [343900/1251000] [274.9/1000.0] [batch_t 0.228 (0.236)] [data_t 0.010] [optim_t 0.218] [lr 0.002480] [CE 4.129 (4.453)] [KD 4.481 (4.505)] 2024-10-12 20:19:20,684 - Train: 27.49% [343950/1251000] [274.9/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.002480] [CE 4.609 (4.441)] [KD 4.712 (4.533)] 2024-10-12 20:19:32,713 - Train: 27.50% [344000/1251000] [275.0/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.002480] [CE 4.282 (4.460)] [KD 4.421 (4.561)] 2024-10-12 20:19:47,355 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.171)] [top1_cnt 35398] [top5_cnt 45088] [top_all 50000] 2024-10-12 20:19:47,356 - net: 70.796 (90.176) 2024-10-12 20:19:56,166 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 38110] [top5_cnt 46479] [top_all 50000] 2024-10-12 20:19:56,167 - net_E: 76.220 (92.958) 2024-10-12 20:19:56,383 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.220 (epoch: 275)] 2024-10-12 20:19:56,383 - ==> Total time: 23:41:49 Eta: 2 days, 14:28:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:20:15,523 - Train: 27.50% [344050/1251000] [275.0/1000.0] [batch_t 0.236 (0.275)] [data_t 0.011] [optim_t 0.225] [lr 0.002479] [CE 4.100 (4.475)] [KD 4.268 (4.532)] 2024-10-12 20:20:27,815 - Train: 27.51% [344100/1251000] [275.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002479] [CE 4.191 (4.491)] [KD 4.447 (4.513)] 2024-10-12 20:20:39,986 - Train: 27.51% [344150/1251000] [275.1/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.002479] [CE 4.485 (4.366)] [KD 4.540 (4.516)] 2024-10-12 20:20:52,687 - Train: 27.51% [344200/1251000] [275.1/1000.0] [batch_t 0.247 (0.254)] [data_t 0.009] [optim_t 0.238] [lr 0.002479] [CE 4.567 (4.471)] [KD 4.594 (4.535)] 2024-10-12 20:21:04,877 - Train: 27.52% [344250/1251000] [275.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.011] [optim_t 0.227] [lr 0.002479] [CE 4.671 (4.437)] [KD 4.696 (4.575)] 2024-10-12 20:21:16,935 - Train: 27.52% [344300/1251000] [275.2/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.002479] [CE 5.203 (4.461)] [KD 4.587 (4.499)] 2024-10-12 20:21:29,145 - Train: 27.53% [344350/1251000] [275.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.007] [optim_t 0.232] [lr 0.002479] [CE 4.383 (4.464)] [KD 4.374 (4.578)] 2024-10-12 20:21:42,052 - Train: 27.53% [344400/1251000] [275.3/1000.0] [batch_t 0.240 (0.258)] [data_t 0.009] [optim_t 0.231] [lr 0.002478] [CE 4.373 (4.444)] [KD 4.538 (4.504)] 2024-10-12 20:21:54,287 - Train: 27.53% [344450/1251000] [275.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.002478] [CE 4.580 (4.446)] [KD 4.878 (4.516)] 2024-10-12 20:22:06,847 - Train: 27.54% [344500/1251000] [275.4/1000.0] [batch_t 0.229 (0.251)] [data_t 0.007] [optim_t 0.222] [lr 0.002478] [CE 4.415 (4.467)] [KD 4.369 (4.502)] 2024-10-12 20:22:19,015 - Train: 27.54% [344550/1251000] [275.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.002478] [CE 4.469 (4.435)] [KD 4.692 (4.559)] 2024-10-12 20:22:31,237 - Train: 27.55% [344600/1251000] [275.5/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.002478] [CE 4.182 (4.414)] [KD 4.268 (4.560)] 2024-10-12 20:22:43,502 - Train: 27.55% [344650/1251000] [275.5/1000.0] [batch_t 0.251 (0.245)] [data_t 0.006] [optim_t 0.245] [lr 0.002478] [CE 3.998 (4.496)] [KD 4.380 (4.595)] 2024-10-12 20:22:56,121 - Train: 27.55% [344700/1251000] [275.5/1000.0] [batch_t 0.256 (0.252)] [data_t 0.009] [optim_t 0.248] [lr 0.002478] [CE 4.777 (4.546)] [KD 4.978 (4.618)] 2024-10-12 20:23:08,626 - Train: 27.56% [344750/1251000] [275.6/1000.0] [batch_t 0.244 (0.250)] [data_t 0.008] [optim_t 0.235] [lr 0.002477] [CE 4.627 (4.507)] [KD 4.439 (4.653)] 2024-10-12 20:23:21,344 - Train: 27.56% [344800/1251000] [275.6/1000.0] [batch_t 0.253 (0.254)] [data_t 0.008] [optim_t 0.245] [lr 0.002477] [CE 3.989 (4.451)] [KD 4.131 (4.494)] 2024-10-12 20:23:33,769 - Train: 27.57% [344850/1251000] [275.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.006] [optim_t 0.230] [lr 0.002477] [CE 4.085 (4.507)] [KD 4.236 (4.574)] 2024-10-12 20:23:45,732 - Train: 27.57% [344900/1251000] [275.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.008] [optim_t 0.232] [lr 0.002477] [CE 4.568 (4.392)] [KD 4.300 (4.435)] 2024-10-12 20:23:57,493 - Train: 27.57% [344950/1251000] [275.7/1000.0] [batch_t 0.231 (0.235)] [data_t 0.006] [optim_t 0.225] [lr 0.002477] [CE 4.064 (4.478)] [KD 4.226 (4.553)] 2024-10-12 20:24:10,086 - Train: 27.58% [345000/1251000] [275.8/1000.0] [batch_t 0.237 (0.252)] [data_t 0.006] [optim_t 0.231] [lr 0.002477] [CE 4.696 (4.449)] [KD 4.904 (4.578)] 2024-10-12 20:24:22,344 - Train: 27.58% [345050/1251000] [275.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.224] [lr 0.002477] [CE 4.106 (4.484)] [KD 4.356 (4.605)] 2024-10-12 20:24:34,480 - Train: 27.59% [345100/1251000] [275.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.002476] [CE 4.325 (4.473)] [KD 4.490 (4.518)] 2024-10-12 20:24:47,144 - Train: 27.59% [345150/1251000] [275.9/1000.0] [batch_t 0.234 (0.253)] [data_t 0.007] [optim_t 0.226] [lr 0.002476] [CE 3.849 (4.463)] [KD 4.112 (4.557)] 2024-10-12 20:24:59,603 - Train: 27.59% [345200/1251000] [275.9/1000.0] [batch_t 0.259 (0.249)] [data_t 0.008] [optim_t 0.251] [lr 0.002476] [CE 4.432 (4.428)] [KD 4.312 (4.450)] 2024-10-12 20:25:11,710 - Train: 27.60% [345250/1251000] [276.0/1000.0] [batch_t 0.254 (0.242)] [data_t 0.007] [optim_t 0.247] [lr 0.002476] [CE 4.369 (4.474)] [KD 4.654 (4.605)] 2024-10-12 20:25:27,020 - Test (net): 100.00% [50/50] [batch_t 0.568 (0.164)] [top1_cnt 35456] [top5_cnt 45096] [top_all 50000] 2024-10-12 20:25:27,021 - net: 70.912 (90.192) 2024-10-12 20:25:36,368 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.171)] [top1_cnt 38120] [top5_cnt 46465] [top_all 50000] 2024-10-12 20:25:36,368 - net_E: 76.240 (92.930) 2024-10-12 20:25:36,578 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.240 (epoch: 276)] 2024-10-12 20:25:36,578 - ==> Total time: 23:47:29 Eta: 2 days, 14:24:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:25:54,525 - Train: 27.60% [345300/1251000] [276.0/1000.0] [batch_t 0.225 (0.267)] [data_t 0.010] [optim_t 0.216] [lr 0.002476] [CE 4.832 (4.486)] [KD 4.743 (4.611)] 2024-10-12 20:26:06,344 - Train: 27.61% [345350/1251000] [276.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.227] [lr 0.002476] [CE 4.749 (4.482)] [KD 4.629 (4.557)] 2024-10-12 20:26:19,147 - Train: 27.61% [345400/1251000] [276.1/1000.0] [batch_t 0.228 (0.256)] [data_t 0.009] [optim_t 0.219] [lr 0.002476] [CE 3.962 (4.417)] [KD 4.151 (4.489)] 2024-10-12 20:26:31,501 - Train: 27.61% [345450/1251000] [276.1/1000.0] [batch_t 0.218 (0.247)] [data_t 0.009] [optim_t 0.209] [lr 0.002475] [CE 4.836 (4.450)] [KD 4.688 (4.519)] 2024-10-12 20:26:43,482 - Train: 27.62% [345500/1251000] [276.2/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.002475] [CE 4.273 (4.537)] [KD 4.481 (4.643)] 2024-10-12 20:26:55,516 - Train: 27.62% [345550/1251000] [276.2/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002475] [CE 4.025 (4.578)] [KD 4.672 (4.676)] 2024-10-12 20:27:08,404 - Train: 27.63% [345600/1251000] [276.3/1000.0] [batch_t 0.234 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.002475] [CE 4.398 (4.459)] [KD 4.260 (4.513)] 2024-10-12 20:27:20,661 - Train: 27.63% [345650/1251000] [276.3/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.002475] [CE 4.450 (4.466)] [KD 4.423 (4.534)] 2024-10-12 20:27:32,859 - Train: 27.63% [345700/1251000] [276.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.006] [optim_t 0.232] [lr 0.002475] [CE 4.202 (4.475)] [KD 4.392 (4.536)] 2024-10-12 20:27:44,977 - Train: 27.64% [345750/1251000] [276.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.232] [lr 0.002475] [CE 4.493 (4.484)] [KD 4.574 (4.552)] 2024-10-12 20:27:57,246 - Train: 27.64% [345800/1251000] [276.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.007] [optim_t 0.226] [lr 0.002474] [CE 4.297 (4.429)] [KD 4.363 (4.421)] 2024-10-12 20:28:09,698 - Train: 27.65% [345850/1251000] [276.5/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.233] [lr 0.002474] [CE 4.731 (4.515)] [KD 4.520 (4.551)] 2024-10-12 20:28:21,949 - Train: 27.65% [345900/1251000] [276.5/1000.0] [batch_t 0.224 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.002474] [CE 4.562 (4.531)] [KD 4.713 (4.611)] 2024-10-12 20:28:33,943 - Train: 27.65% [345950/1251000] [276.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.002474] [CE 4.264 (4.434)] [KD 4.201 (4.536)] 2024-10-12 20:28:46,328 - Train: 27.66% [346000/1251000] [276.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.002474] [CE 4.954 (4.432)] [KD 4.706 (4.484)] 2024-10-12 20:28:58,227 - Train: 27.66% [346050/1251000] [276.6/1000.0] [batch_t 0.517 (0.238)] [data_t 0.010] [optim_t 0.507] [lr 0.002474] [CE 4.692 (4.439)] [KD 4.603 (4.495)] 2024-10-12 20:29:10,276 - Train: 27.67% [346100/1251000] [276.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.002474] [CE 4.685 (4.468)] [KD 4.701 (4.590)] 2024-10-12 20:29:22,429 - Train: 27.67% [346150/1251000] [276.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.008] [optim_t 0.233] [lr 0.002473] [CE 3.883 (4.525)] [KD 4.146 (4.573)] 2024-10-12 20:29:34,556 - Train: 27.67% [346200/1251000] [276.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.002473] [CE 4.877 (4.427)] [KD 4.630 (4.534)] 2024-10-12 20:29:47,063 - Train: 27.68% [346250/1251000] [276.8/1000.0] [batch_t 0.232 (0.250)] [data_t 0.008] [optim_t 0.224] [lr 0.002473] [CE 3.862 (4.498)] [KD 4.369 (4.549)] 2024-10-12 20:29:58,973 - Train: 27.68% [346300/1251000] [276.8/1000.0] [batch_t 0.226 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.002473] [CE 4.122 (4.437)] [KD 4.328 (4.515)] 2024-10-12 20:30:10,809 - Train: 27.69% [346350/1251000] [276.9/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.002473] [CE 4.587 (4.468)] [KD 4.604 (4.562)] 2024-10-12 20:30:23,585 - Train: 27.69% [346400/1251000] [276.9/1000.0] [batch_t 0.258 (0.255)] [data_t 0.009] [optim_t 0.249] [lr 0.002473] [CE 4.855 (4.626)] [KD 4.789 (4.657)] 2024-10-12 20:30:36,147 - Train: 27.69% [346450/1251000] [276.9/1000.0] [batch_t 0.249 (0.251)] [data_t 0.010] [optim_t 0.240] [lr 0.002473] [CE 4.623 (4.463)] [KD 4.837 (4.595)] 2024-10-12 20:30:48,600 - Train: 27.70% [346500/1251000] [277.0/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.002472] [CE 4.426 (4.538)] [KD 4.411 (4.618)] 2024-10-12 20:31:04,070 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.170)] [top1_cnt 35184] [top5_cnt 44954] [top_all 50000] 2024-10-12 20:31:04,071 - net: 70.368 (89.908) 2024-10-12 20:31:13,077 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.163)] [top1_cnt 38112] [top5_cnt 46473] [top_all 50000] 2024-10-12 20:31:13,077 - net_E: 76.224 (92.946) 2024-10-12 20:31:13,308 - Max [top1: 71.086 (epoch: 260)] [top1-ema: 76.240 (epoch: 276)] 2024-10-12 20:31:13,309 - ==> Total time: 23:53:06 Eta: 2 days, 14:20:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:31:22,504 - Train: 27.70% [346550/1251000] [277.0/1000.0] [batch_t 0.223 (0.269)] [data_t 0.009] [optim_t 0.214] [lr 0.002472] [CE 4.664 (4.469)] [KD 4.637 (4.515)] 2024-10-12 20:31:34,281 - Train: 27.71% [346600/1251000] [277.1/1000.0] [batch_t 0.234 (0.235)] [data_t 0.010] [optim_t 0.224] [lr 0.002472] [CE 4.766 (4.423)] [KD 4.737 (4.487)] 2024-10-12 20:31:47,422 - Train: 27.71% [346650/1251000] [277.1/1000.0] [batch_t 0.229 (0.263)] [data_t 0.009] [optim_t 0.220] [lr 0.002472] [CE 3.899 (4.486)] [KD 4.278 (4.625)] 2024-10-12 20:31:59,281 - Train: 27.71% [346700/1251000] [277.1/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.002472] [CE 4.305 (4.418)] [KD 4.419 (4.479)] 2024-10-12 20:32:11,371 - Train: 27.72% [346750/1251000] [277.2/1000.0] [batch_t 0.241 (0.242)] [data_t 0.010] [optim_t 0.231] [lr 0.002472] [CE 4.486 (4.565)] [KD 4.632 (4.539)] 2024-10-12 20:32:23,590 - Train: 27.72% [346800/1251000] [277.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.002472] [CE 4.238 (4.514)] [KD 4.414 (4.554)] 2024-10-12 20:32:35,188 - Train: 27.73% [346850/1251000] [277.3/1000.0] [batch_t 0.234 (0.232)] [data_t 0.008] [optim_t 0.225] [lr 0.002471] [CE 4.829 (4.518)] [KD 4.778 (4.549)] 2024-10-12 20:32:46,918 - Train: 27.73% [346900/1251000] [277.3/1000.0] [batch_t 0.240 (0.234)] [data_t 0.010] [optim_t 0.230] [lr 0.002471] [CE 3.960 (4.463)] [KD 4.375 (4.575)] 2024-10-12 20:32:59,324 - Train: 27.73% [346950/1251000] [277.3/1000.0] [batch_t 0.226 (0.248)] [data_t 0.007] [optim_t 0.218] [lr 0.002471] [CE 4.600 (4.512)] [KD 4.327 (4.605)] 2024-10-12 20:33:11,400 - Train: 27.74% [347000/1251000] [277.4/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.002471] [CE 4.560 (4.436)] [KD 4.518 (4.527)] 2024-10-12 20:33:23,091 - Train: 27.74% [347050/1251000] [277.4/1000.0] [batch_t 0.232 (0.234)] [data_t 0.010] [optim_t 0.223] [lr 0.002471] [CE 5.003 (4.407)] [KD 4.514 (4.485)] 2024-10-12 20:33:35,402 - Train: 27.75% [347100/1251000] [277.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.002471] [CE 4.882 (4.558)] [KD 4.922 (4.610)] 2024-10-12 20:33:47,270 - Train: 27.75% [347150/1251000] [277.5/1000.0] [batch_t 0.219 (0.237)] [data_t 0.008] [optim_t 0.211] [lr 0.002471] [CE 4.549 (4.469)] [KD 4.588 (4.548)] 2024-10-12 20:33:59,030 - Train: 27.75% [347200/1251000] [277.5/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.002470] [CE 4.365 (4.469)] [KD 4.847 (4.602)] 2024-10-12 20:34:11,374 - Train: 27.76% [347250/1251000] [277.6/1000.0] [batch_t 0.211 (0.247)] [data_t 0.008] [optim_t 0.203] [lr 0.002470] [CE 4.354 (4.488)] [KD 4.277 (4.560)] 2024-10-12 20:34:23,507 - Train: 27.76% [347300/1251000] [277.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.002470] [CE 4.508 (4.489)] [KD 4.429 (4.430)] 2024-10-12 20:34:35,386 - Train: 27.77% [347350/1251000] [277.7/1000.0] [batch_t 0.237 (0.237)] [data_t 0.006] [optim_t 0.231] [lr 0.002470] [CE 4.712 (4.479)] [KD 4.395 (4.528)] 2024-10-12 20:34:47,567 - Train: 27.77% [347400/1251000] [277.7/1000.0] [batch_t 0.394 (0.243)] [data_t 0.008] [optim_t 0.385] [lr 0.002470] [CE 4.499 (4.458)] [KD 4.576 (4.535)] 2024-10-12 20:34:59,060 - Train: 27.77% [347450/1251000] [277.7/1000.0] [batch_t 0.229 (0.230)] [data_t 0.010] [optim_t 0.219] [lr 0.002470] [CE 4.740 (4.442)] [KD 4.724 (4.583)] 2024-10-12 20:35:10,967 - Train: 27.78% [347500/1251000] [277.8/1000.0] [batch_t 0.249 (0.238)] [data_t 0.010] [optim_t 0.239] [lr 0.002470] [CE 4.325 (4.568)] [KD 4.313 (4.604)] 2024-10-12 20:35:23,196 - Train: 27.78% [347550/1251000] [277.8/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.220] [lr 0.002469] [CE 4.357 (4.427)] [KD 4.662 (4.552)] 2024-10-12 20:35:35,286 - Train: 27.79% [347600/1251000] [277.9/1000.0] [batch_t 0.223 (0.242)] [data_t 0.009] [optim_t 0.214] [lr 0.002469] [CE 4.524 (4.513)] [KD 4.504 (4.527)] 2024-10-12 20:35:47,522 - Train: 27.79% [347650/1251000] [277.9/1000.0] [batch_t 0.221 (0.245)] [data_t 0.011] [optim_t 0.210] [lr 0.002469] [CE 4.670 (4.446)] [KD 4.436 (4.505)] 2024-10-12 20:35:59,869 - Train: 27.79% [347700/1251000] [277.9/1000.0] [batch_t 0.220 (0.247)] [data_t 0.009] [optim_t 0.211] [lr 0.002469] [CE 3.822 (4.502)] [KD 4.288 (4.623)] 2024-10-12 20:36:12,108 - Train: 27.80% [347750/1251000] [278.0/1000.0] [batch_t 0.249 (0.245)] [data_t 0.007] [optim_t 0.241] [lr 0.002469] [CE 4.604 (4.457)] [KD 4.636 (4.505)] 2024-10-12 20:36:26,777 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.155)] [top1_cnt 35579] [top5_cnt 45206] [top_all 50000] 2024-10-12 20:36:26,777 - net: 71.158 (90.412) 2024-10-12 20:36:35,784 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 38068] [top5_cnt 46460] [top_all 50000] 2024-10-12 20:36:35,784 - net_E: 76.136 (92.920) 2024-10-12 20:36:35,974 - Max [top1: 71.158 (epoch: 278)] [top1-ema: 76.240 (epoch: 276)] 2024-10-12 20:36:35,974 - ==> Total time: 23:58:28 Eta: 2 days, 14:15:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:36:53,397 - Train: 27.80% [347800/1251000] [278.0/1000.0] [batch_t 0.236 (0.258)] [data_t 0.009] [optim_t 0.228] [lr 0.002469] [CE 4.387 (4.464)] [KD 4.547 (4.455)] 2024-10-12 20:37:05,485 - Train: 27.81% [347850/1251000] [278.1/1000.0] [batch_t 0.253 (0.242)] [data_t 0.011] [optim_t 0.243] [lr 0.002469] [CE 4.402 (4.511)] [KD 4.419 (4.548)] 2024-10-12 20:37:18,133 - Train: 27.81% [347900/1251000] [278.1/1000.0] [batch_t 0.233 (0.253)] [data_t 0.010] [optim_t 0.223] [lr 0.002468] [CE 4.468 (4.484)] [KD 4.541 (4.522)] 2024-10-12 20:37:30,394 - Train: 27.81% [347950/1251000] [278.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.010] [optim_t 0.225] [lr 0.002468] [CE 3.901 (4.448)] [KD 4.300 (4.461)] 2024-10-12 20:37:42,734 - Train: 27.82% [348000/1251000] [278.2/1000.0] [batch_t 0.253 (0.247)] [data_t 0.009] [optim_t 0.243] [lr 0.002468] [CE 4.553 (4.506)] [KD 4.503 (4.498)] 2024-10-12 20:37:54,754 - Train: 27.82% [348050/1251000] [278.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.002468] [CE 4.069 (4.410)] [KD 4.525 (4.559)] 2024-10-12 20:38:07,569 - Train: 27.83% [348100/1251000] [278.3/1000.0] [batch_t 0.252 (0.256)] [data_t 0.007] [optim_t 0.245] [lr 0.002468] [CE 4.128 (4.433)] [KD 4.390 (4.541)] 2024-10-12 20:38:19,911 - Train: 27.83% [348150/1251000] [278.3/1000.0] [batch_t 0.246 (0.247)] [data_t 0.010] [optim_t 0.236] [lr 0.002468] [CE 3.963 (4.440)] [KD 4.223 (4.498)] 2024-10-12 20:38:31,926 - Train: 27.83% [348200/1251000] [278.3/1000.0] [batch_t 0.241 (0.240)] [data_t 0.010] [optim_t 0.230] [lr 0.002468] [CE 4.656 (4.523)] [KD 4.659 (4.494)] 2024-10-12 20:38:43,896 - Train: 27.84% [348250/1251000] [278.4/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002467] [CE 4.166 (4.359)] [KD 4.317 (4.428)] 2024-10-12 20:38:56,728 - Train: 27.84% [348300/1251000] [278.4/1000.0] [batch_t 0.229 (0.256)] [data_t 0.006] [optim_t 0.222] [lr 0.002467] [CE 4.274 (4.350)] [KD 4.004 (4.377)] 2024-10-12 20:39:09,251 - Train: 27.85% [348350/1251000] [278.5/1000.0] [batch_t 0.248 (0.250)] [data_t 0.008] [optim_t 0.240] [lr 0.002467] [CE 4.206 (4.467)] [KD 4.230 (4.477)] 2024-10-12 20:39:21,174 - Train: 27.85% [348400/1251000] [278.5/1000.0] [batch_t 0.244 (0.238)] [data_t 0.007] [optim_t 0.237] [lr 0.002467] [CE 4.031 (4.496)] [KD 4.397 (4.598)] 2024-10-12 20:39:33,181 - Train: 27.85% [348450/1251000] [278.5/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002467] [CE 4.534 (4.478)] [KD 4.629 (4.640)] 2024-10-12 20:39:46,082 - Train: 27.86% [348500/1251000] [278.6/1000.0] [batch_t 0.243 (0.258)] [data_t 0.010] [optim_t 0.233] [lr 0.002467] [CE 4.972 (4.464)] [KD 4.624 (4.548)] 2024-10-12 20:39:57,985 - Train: 27.86% [348550/1251000] [278.6/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.002467] [CE 4.573 (4.454)] [KD 4.700 (4.563)] 2024-10-12 20:40:10,146 - Train: 27.87% [348600/1251000] [278.7/1000.0] [batch_t 0.227 (0.243)] [data_t 0.010] [optim_t 0.217] [lr 0.002466] [CE 4.447 (4.580)] [KD 4.657 (4.600)] 2024-10-12 20:40:22,008 - Train: 27.87% [348650/1251000] [278.7/1000.0] [batch_t 0.230 (0.237)] [data_t 0.008] [optim_t 0.222] [lr 0.002466] [CE 4.775 (4.506)] [KD 4.733 (4.627)] 2024-10-12 20:40:34,597 - Train: 27.87% [348700/1251000] [278.7/1000.0] [batch_t 0.236 (0.252)] [data_t 0.007] [optim_t 0.230] [lr 0.002466] [CE 3.918 (4.477)] [KD 4.451 (4.594)] 2024-10-12 20:40:46,596 - Train: 27.88% [348750/1251000] [278.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.002466] [CE 4.305 (4.539)] [KD 4.495 (4.573)] 2024-10-12 20:40:58,751 - Train: 27.88% [348800/1251000] [278.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002466] [CE 4.172 (4.386)] [KD 4.478 (4.532)] 2024-10-12 20:41:10,752 - Train: 27.89% [348850/1251000] [278.9/1000.0] [batch_t 0.250 (0.240)] [data_t 0.008] [optim_t 0.242] [lr 0.002466] [CE 4.177 (4.400)] [KD 4.392 (4.514)] 2024-10-12 20:41:23,436 - Train: 27.89% [348900/1251000] [278.9/1000.0] [batch_t 0.234 (0.254)] [data_t 0.010] [optim_t 0.224] [lr 0.002466] [CE 4.444 (4.450)] [KD 4.576 (4.495)] 2024-10-12 20:41:35,670 - Train: 27.89% [348950/1251000] [278.9/1000.0] [batch_t 0.219 (0.245)] [data_t 0.009] [optim_t 0.210] [lr 0.002465] [CE 3.947 (4.459)] [KD 4.297 (4.544)] 2024-10-12 20:41:47,381 - Train: 27.90% [349000/1251000] [279.0/1000.0] [batch_t 0.243 (0.234)] [data_t 0.007] [optim_t 0.236] [lr 0.002465] [CE 4.581 (4.426)] [KD 4.692 (4.556)] 2024-10-12 20:42:03,126 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.172)] [top1_cnt 35332] [top5_cnt 45038] [top_all 50000] 2024-10-12 20:42:03,127 - net: 70.664 (90.076) 2024-10-12 20:42:12,159 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 38076] [top5_cnt 46459] [top_all 50000] 2024-10-12 20:42:12,160 - net_E: 76.152 (92.918) 2024-10-12 20:42:12,378 - Max [top1: 71.158 (epoch: 278)] [top1-ema: 76.240 (epoch: 276)] 2024-10-12 20:42:12,379 - ==> Total time: 1 day, 0:04:05 Eta: 2 days, 14:11:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:42:21,347 - Train: 27.90% [349050/1251000] [279.0/1000.0] [batch_t 0.234 (0.286)] [data_t 0.008] [optim_t 0.227] [lr 0.002465] [CE 4.449 (4.475)] [KD 4.616 (4.523)] 2024-10-12 20:42:34,358 - Train: 27.91% [349100/1251000] [279.1/1000.0] [batch_t 0.216 (0.260)] [data_t 0.008] [optim_t 0.208] [lr 0.002465] [CE 4.056 (4.508)] [KD 4.353 (4.538)] 2024-10-12 20:42:46,508 - Train: 27.91% [349150/1251000] [279.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002465] [CE 4.791 (4.450)] [KD 4.869 (4.518)] 2024-10-12 20:42:58,628 - Train: 27.91% [349200/1251000] [279.1/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.221] [lr 0.002465] [CE 4.544 (4.494)] [KD 4.398 (4.484)] 2024-10-12 20:43:10,392 - Train: 27.92% [349250/1251000] [279.2/1000.0] [batch_t 0.230 (0.235)] [data_t 0.011] [optim_t 0.219] [lr 0.002465] [CE 5.009 (4.478)] [KD 4.813 (4.464)] 2024-10-12 20:43:22,292 - Train: 27.92% [349300/1251000] [279.2/1000.0] [batch_t 0.223 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.002464] [CE 4.131 (4.456)] [KD 4.440 (4.535)] 2024-10-12 20:43:34,371 - Train: 27.93% [349350/1251000] [279.3/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.002464] [CE 3.905 (4.485)] [KD 4.251 (4.544)] 2024-10-12 20:43:46,648 - Train: 27.93% [349400/1251000] [279.3/1000.0] [batch_t 0.223 (0.245)] [data_t 0.007] [optim_t 0.215] [lr 0.002464] [CE 4.599 (4.495)] [KD 4.679 (4.493)] 2024-10-12 20:43:58,691 - Train: 27.93% [349450/1251000] [279.3/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.002464] [CE 4.244 (4.482)] [KD 4.441 (4.486)] 2024-10-12 20:44:10,464 - Train: 27.94% [349500/1251000] [279.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.008] [optim_t 0.226] [lr 0.002464] [CE 4.214 (4.479)] [KD 4.393 (4.507)] 2024-10-12 20:44:22,468 - Train: 27.94% [349550/1251000] [279.4/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.231] [lr 0.002464] [CE 4.682 (4.457)] [KD 4.580 (4.507)] 2024-10-12 20:44:34,637 - Train: 27.95% [349600/1251000] [279.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002464] [CE 4.459 (4.536)] [KD 4.586 (4.553)] 2024-10-12 20:44:46,869 - Train: 27.95% [349650/1251000] [279.5/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.002463] [CE 4.228 (4.474)] [KD 4.257 (4.458)] 2024-10-12 20:44:58,956 - Train: 27.95% [349700/1251000] [279.5/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.002463] [CE 4.459 (4.413)] [KD 4.453 (4.460)] 2024-10-12 20:45:11,051 - Train: 27.96% [349750/1251000] [279.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.002463] [CE 4.631 (4.501)] [KD 4.381 (4.510)] 2024-10-12 20:45:23,385 - Train: 27.96% [349800/1251000] [279.6/1000.0] [batch_t 0.261 (0.247)] [data_t 0.009] [optim_t 0.252] [lr 0.002463] [CE 4.340 (4.530)] [KD 4.766 (4.613)] 2024-10-12 20:45:35,564 - Train: 27.97% [349850/1251000] [279.7/1000.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.002463] [CE 4.550 (4.407)] [KD 4.902 (4.552)] 2024-10-12 20:45:47,474 - Train: 27.97% [349900/1251000] [279.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.006] [optim_t 0.230] [lr 0.002463] [CE 4.480 (4.489)] [KD 4.656 (4.626)] 2024-10-12 20:45:59,409 - Train: 27.97% [349950/1251000] [279.7/1000.0] [batch_t 0.395 (0.239)] [data_t 0.007] [optim_t 0.388] [lr 0.002463] [CE 4.309 (4.480)] [KD 4.538 (4.528)] 2024-10-12 20:46:11,768 - Train: 27.98% [350000/1251000] [279.8/1000.0] [batch_t 0.222 (0.247)] [data_t 0.009] [optim_t 0.213] [lr 0.002462] [CE 4.417 (4.457)] [KD 4.510 (4.489)] 2024-10-12 20:46:23,370 - Train: 27.98% [350050/1251000] [279.8/1000.0] [batch_t 0.241 (0.232)] [data_t 0.009] [optim_t 0.232] [lr 0.002462] [CE 4.003 (4.468)] [KD 4.214 (4.513)] 2024-10-12 20:46:35,130 - Train: 27.99% [350100/1251000] [279.9/1000.0] [batch_t 0.229 (0.235)] [data_t 0.010] [optim_t 0.219] [lr 0.002462] [CE 4.429 (4.505)] [KD 4.799 (4.532)] 2024-10-12 20:46:47,209 - Train: 27.99% [350150/1251000] [279.9/1000.0] [batch_t 0.251 (0.241)] [data_t 0.007] [optim_t 0.244] [lr 0.002462] [CE 4.424 (4.532)] [KD 4.491 (4.559)] 2024-10-12 20:46:59,346 - Train: 27.99% [350200/1251000] [279.9/1000.0] [batch_t 0.253 (0.243)] [data_t 0.007] [optim_t 0.246] [lr 0.002462] [CE 4.243 (4.481)] [KD 4.712 (4.528)] 2024-10-12 20:47:11,501 - Train: 28.00% [350250/1251000] [280.0/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.002462] [CE 4.270 (4.444)] [KD 4.357 (4.548)] 2024-10-12 20:47:27,945 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 35198] [top5_cnt 45026] [top_all 50000] 2024-10-12 20:47:27,945 - net: 70.396 (90.052) 2024-10-12 20:47:37,309 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.171)] [top1_cnt 38066] [top5_cnt 46485] [top_all 50000] 2024-10-12 20:47:37,309 - net_E: 76.132 (92.970) 2024-10-12 20:47:37,525 - Max [top1: 71.158 (epoch: 278)] [top1-ema: 76.240 (epoch: 276)] 2024-10-12 20:47:37,525 - ==> Total time: 1 day, 0:09:30 Eta: 2 days, 14:07:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:47:46,160 - Train: 28.00% [350300/1251000] [280.0/1000.0] [batch_t 0.223 (0.255)] [data_t 0.006] [optim_t 0.217] [lr 0.002462] [CE 4.758 (4.519)] [KD 4.923 (4.654)] 2024-10-12 20:47:58,109 - Train: 28.01% [350350/1251000] [280.1/1000.0] [batch_t 0.550 (0.239)] [data_t 0.009] [optim_t 0.542] [lr 0.002461] [CE 4.251 (4.484)] [KD 4.046 (4.590)] 2024-10-12 20:48:10,823 - Train: 28.01% [350400/1251000] [280.1/1000.0] [batch_t 0.507 (0.254)] [data_t 0.007] [optim_t 0.500] [lr 0.002461] [CE 4.886 (4.537)] [KD 4.858 (4.510)] 2024-10-12 20:48:23,072 - Train: 28.01% [350450/1251000] [280.1/1000.0] [batch_t 0.244 (0.245)] [data_t 0.006] [optim_t 0.238] [lr 0.002461] [CE 4.910 (4.482)] [KD 4.807 (4.495)] 2024-10-12 20:48:34,783 - Train: 28.02% [350500/1251000] [280.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.007] [optim_t 0.225] [lr 0.002461] [CE 4.234 (4.453)] [KD 4.397 (4.472)] 2024-10-12 20:48:47,283 - Train: 28.02% [350550/1251000] [280.2/1000.0] [batch_t 0.237 (0.250)] [data_t 0.010] [optim_t 0.227] [lr 0.002461] [CE 4.464 (4.439)] [KD 4.598 (4.602)] 2024-10-12 20:48:59,677 - Train: 28.03% [350600/1251000] [280.3/1000.0] [batch_t 0.231 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.002461] [CE 4.894 (4.465)] [KD 4.813 (4.455)] 2024-10-12 20:49:11,898 - Train: 28.03% [350650/1251000] [280.3/1000.0] [batch_t 0.246 (0.244)] [data_t 0.007] [optim_t 0.239] [lr 0.002461] [CE 4.635 (4.431)] [KD 4.491 (4.517)] 2024-10-12 20:49:24,127 - Train: 28.03% [350700/1251000] [280.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.008] [optim_t 0.230] [lr 0.002460] [CE 4.616 (4.526)] [KD 4.488 (4.537)] 2024-10-12 20:49:36,211 - Train: 28.04% [350750/1251000] [280.4/1000.0] [batch_t 0.245 (0.241)] [data_t 0.007] [optim_t 0.238] [lr 0.002460] [CE 4.524 (4.472)] [KD 4.597 (4.500)] 2024-10-12 20:49:48,137 - Train: 28.04% [350800/1251000] [280.4/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.217] [lr 0.002460] [CE 4.790 (4.544)] [KD 4.786 (4.561)] 2024-10-12 20:50:00,457 - Train: 28.05% [350850/1251000] [280.5/1000.0] [batch_t 0.232 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.002460] [CE 4.735 (4.488)] [KD 4.712 (4.541)] 2024-10-12 20:50:12,550 - Train: 28.05% [350900/1251000] [280.5/1000.0] [batch_t 0.249 (0.242)] [data_t 0.006] [optim_t 0.243] [lr 0.002460] [CE 4.648 (4.419)] [KD 4.421 (4.493)] 2024-10-12 20:50:24,636 - Train: 28.05% [350950/1251000] [280.5/1000.0] [batch_t 0.546 (0.242)] [data_t 0.008] [optim_t 0.538] [lr 0.002460] [CE 4.610 (4.519)] [KD 4.450 (4.585)] 2024-10-12 20:50:36,567 - Train: 28.06% [351000/1251000] [280.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.007] [optim_t 0.233] [lr 0.002460] [CE 4.484 (4.510)] [KD 4.553 (4.544)] 2024-10-12 20:50:48,590 - Train: 28.06% [351050/1251000] [280.6/1000.0] [batch_t 0.230 (0.240)] [data_t 0.010] [optim_t 0.221] [lr 0.002459] [CE 4.708 (4.491)] [KD 4.969 (4.582)] 2024-10-12 20:51:00,854 - Train: 28.07% [351100/1251000] [280.7/1000.0] [batch_t 0.267 (0.245)] [data_t 0.006] [optim_t 0.260] [lr 0.002459] [CE 4.725 (4.497)] [KD 4.789 (4.540)] 2024-10-12 20:51:13,287 - Train: 28.07% [351150/1251000] [280.7/1000.0] [batch_t 0.222 (0.248)] [data_t 0.009] [optim_t 0.213] [lr 0.002459] [CE 4.789 (4.461)] [KD 4.587 (4.543)] 2024-10-12 20:51:25,251 - Train: 28.07% [351200/1251000] [280.7/1000.0] [batch_t 0.259 (0.239)] [data_t 0.006] [optim_t 0.253] [lr 0.002459] [CE 4.409 (4.521)] [KD 4.580 (4.618)] 2024-10-12 20:51:37,636 - Train: 28.08% [351250/1251000] [280.8/1000.0] [batch_t 0.230 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.002459] [CE 4.435 (4.510)] [KD 4.461 (4.620)] 2024-10-12 20:51:49,351 - Train: 28.08% [351300/1251000] [280.8/1000.0] [batch_t 0.441 (0.234)] [data_t 0.008] [optim_t 0.433] [lr 0.002459] [CE 4.236 (4.470)] [KD 4.621 (4.630)] 2024-10-12 20:52:00,836 - Train: 28.09% [351350/1251000] [280.9/1000.0] [batch_t 0.234 (0.230)] [data_t 0.007] [optim_t 0.228] [lr 0.002458] [CE 4.392 (4.491)] [KD 4.693 (4.579)] 2024-10-12 20:52:13,438 - Train: 28.09% [351400/1251000] [280.9/1000.0] [batch_t 0.236 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.002458] [CE 4.455 (4.450)] [KD 4.319 (4.515)] 2024-10-12 20:52:25,940 - Train: 28.09% [351450/1251000] [280.9/1000.0] [batch_t 0.226 (0.250)] [data_t 0.006] [optim_t 0.220] [lr 0.002458] [CE 4.707 (4.452)] [KD 4.569 (4.549)] 2024-10-12 20:52:37,915 - Train: 28.10% [351500/1251000] [281.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.002458] [CE 4.511 (4.555)] [KD 4.512 (4.546)] 2024-10-12 20:52:54,109 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.166)] [top1_cnt 35730] [top5_cnt 45257] [top_all 50000] 2024-10-12 20:52:54,110 - net: 71.460 (90.514) 2024-10-12 20:53:03,076 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.163)] [top1_cnt 38045] [top5_cnt 46500] [top_all 50000] 2024-10-12 20:53:03,076 - net_E: 76.090 (93.000) 2024-10-12 20:53:03,304 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.240 (epoch: 276)] 2024-10-12 20:53:03,305 - ==> Total time: 1 day, 0:14:56 Eta: 2 days, 14:02:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:53:21,531 - Train: 28.10% [351550/1251000] [281.0/1000.0] [batch_t 0.238 (0.269)] [data_t 0.010] [optim_t 0.228] [lr 0.002458] [CE 4.649 (4.475)] [KD 4.666 (4.520)] 2024-10-12 20:53:33,515 - Train: 28.11% [351600/1251000] [281.1/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.002458] [CE 4.913 (4.503)] [KD 4.860 (4.525)] 2024-10-12 20:53:46,098 - Train: 28.11% [351650/1251000] [281.1/1000.0] [batch_t 0.227 (0.251)] [data_t 0.008] [optim_t 0.219] [lr 0.002458] [CE 4.455 (4.467)] [KD 4.601 (4.475)] 2024-10-12 20:53:57,900 - Train: 28.11% [351700/1251000] [281.1/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002457] [CE 4.395 (4.477)] [KD 4.579 (4.529)] 2024-10-12 20:54:10,258 - Train: 28.12% [351750/1251000] [281.2/1000.0] [batch_t 0.244 (0.247)] [data_t 0.010] [optim_t 0.234] [lr 0.002457] [CE 4.555 (4.447)] [KD 4.611 (4.468)] 2024-10-12 20:54:22,466 - Train: 28.12% [351800/1251000] [281.2/1000.0] [batch_t 0.229 (0.244)] [data_t 0.006] [optim_t 0.222] [lr 0.002457] [CE 4.457 (4.412)] [KD 4.544 (4.432)] 2024-10-12 20:54:34,665 - Train: 28.13% [351850/1251000] [281.3/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002457] [CE 4.149 (4.430)] [KD 4.378 (4.393)] 2024-10-12 20:54:46,912 - Train: 28.13% [351900/1251000] [281.3/1000.0] [batch_t 0.242 (0.245)] [data_t 0.007] [optim_t 0.235] [lr 0.002457] [CE 4.955 (4.545)] [KD 4.689 (4.510)] 2024-10-12 20:54:58,759 - Train: 28.13% [351950/1251000] [281.3/1000.0] [batch_t 0.445 (0.237)] [data_t 0.007] [optim_t 0.438] [lr 0.002457] [CE 4.856 (4.509)] [KD 4.839 (4.537)] 2024-10-12 20:55:10,415 - Train: 28.14% [352000/1251000] [281.4/1000.0] [batch_t 0.235 (0.233)] [data_t 0.006] [optim_t 0.228] [lr 0.002457] [CE 4.769 (4.452)] [KD 5.034 (4.556)] 2024-10-12 20:55:22,879 - Train: 28.14% [352050/1251000] [281.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.002456] [CE 4.159 (4.494)] [KD 4.444 (4.571)] 2024-10-12 20:55:34,931 - Train: 28.15% [352100/1251000] [281.5/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.222] [lr 0.002456] [CE 4.749 (4.486)] [KD 4.574 (4.604)] 2024-10-12 20:55:47,125 - Train: 28.15% [352150/1251000] [281.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.006] [optim_t 0.229] [lr 0.002456] [CE 4.458 (4.503)] [KD 4.562 (4.561)] 2024-10-12 20:55:59,303 - Train: 28.15% [352200/1251000] [281.5/1000.0] [batch_t 0.219 (0.243)] [data_t 0.010] [optim_t 0.209] [lr 0.002456] [CE 4.805 (4.476)] [KD 4.848 (4.583)] 2024-10-12 20:56:12,334 - Train: 28.16% [352250/1251000] [281.6/1000.0] [batch_t 0.238 (0.260)] [data_t 0.006] [optim_t 0.232] [lr 0.002456] [CE 4.849 (4.433)] [KD 4.725 (4.551)] 2024-10-12 20:56:24,587 - Train: 28.16% [352300/1251000] [281.6/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.224] [lr 0.002456] [CE 4.593 (4.523)] [KD 4.417 (4.595)] 2024-10-12 20:56:36,594 - Train: 28.17% [352350/1251000] [281.7/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002456] [CE 4.564 (4.535)] [KD 4.371 (4.579)] 2024-10-12 20:56:48,460 - Train: 28.17% [352400/1251000] [281.7/1000.0] [batch_t 0.224 (0.237)] [data_t 0.006] [optim_t 0.217] [lr 0.002455] [CE 4.756 (4.488)] [KD 4.729 (4.562)] 2024-10-12 20:57:00,449 - Train: 28.17% [352450/1251000] [281.7/1000.0] [batch_t 0.226 (0.240)] [data_t 0.008] [optim_t 0.218] [lr 0.002455] [CE 5.063 (4.510)] [KD 4.500 (4.511)] 2024-10-12 20:57:12,288 - Train: 28.18% [352500/1251000] [281.8/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002455] [CE 4.076 (4.525)] [KD 4.445 (4.555)] 2024-10-12 20:57:24,910 - Train: 28.18% [352550/1251000] [281.8/1000.0] [batch_t 0.225 (0.252)] [data_t 0.008] [optim_t 0.217] [lr 0.002455] [CE 4.668 (4.419)] [KD 4.531 (4.485)] 2024-10-12 20:57:36,797 - Train: 28.19% [352600/1251000] [281.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002455] [CE 4.705 (4.523)] [KD 4.725 (4.572)] 2024-10-12 20:57:49,345 - Train: 28.19% [352650/1251000] [281.9/1000.0] [batch_t 0.251 (0.251)] [data_t 0.009] [optim_t 0.241] [lr 0.002455] [CE 4.579 (4.514)] [KD 4.447 (4.596)] 2024-10-12 20:58:01,471 - Train: 28.19% [352700/1251000] [281.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.002455] [CE 4.218 (4.426)] [KD 4.644 (4.534)] 2024-10-12 20:58:13,374 - Train: 28.20% [352750/1251000] [282.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.002454] [CE 4.775 (4.524)] [KD 4.672 (4.587)] 2024-10-12 20:58:29,610 - Test (net): 100.00% [50/50] [batch_t 0.191 (0.171)] [top1_cnt 35243] [top5_cnt 45093] [top_all 50000] 2024-10-12 20:58:29,611 - net: 70.486 (90.186) 2024-10-12 20:58:40,025 - Test (net_E): 100.00% [50/50] [batch_t 0.092 (0.192)] [top1_cnt 38057] [top5_cnt 46492] [top_all 50000] 2024-10-12 20:58:40,026 - net_E: 76.114 (92.984) 2024-10-12 20:58:40,209 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.240 (epoch: 276)] 2024-10-12 20:58:40,209 - ==> Total time: 1 day, 0:20:33 Eta: 2 days, 13:58:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 20:58:47,981 - Train: 28.20% [352800/1251000] [282.0/1000.0] [batch_t 0.237 (0.275)] [data_t 0.010] [optim_t 0.227] [lr 0.002454] [CE 4.989 (4.490)] [KD 4.624 (4.537)] 2024-10-12 20:59:00,251 - Train: 28.21% [352850/1251000] [282.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.002454] [CE 4.766 (4.468)] [KD 4.861 (4.482)] 2024-10-12 20:59:13,097 - Train: 28.21% [352900/1251000] [282.1/1000.0] [batch_t 0.255 (0.257)] [data_t 0.007] [optim_t 0.249] [lr 0.002454] [CE 4.243 (4.412)] [KD 4.194 (4.455)] 2024-10-12 20:59:25,270 - Train: 28.21% [352950/1251000] [282.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.002454] [CE 4.665 (4.467)] [KD 4.745 (4.552)] 2024-10-12 20:59:37,234 - Train: 28.22% [353000/1251000] [282.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.006] [optim_t 0.226] [lr 0.002454] [CE 4.636 (4.440)] [KD 4.589 (4.528)] 2024-10-12 20:59:49,640 - Train: 28.22% [353050/1251000] [282.2/1000.0] [batch_t 0.230 (0.248)] [data_t 0.008] [optim_t 0.222] [lr 0.002454] [CE 4.110 (4.468)] [KD 4.343 (4.470)] 2024-10-12 21:00:01,253 - Train: 28.23% [353100/1251000] [282.3/1000.0] [batch_t 0.225 (0.232)] [data_t 0.007] [optim_t 0.218] [lr 0.002453] [CE 4.262 (4.372)] [KD 4.307 (4.451)] 2024-10-12 21:00:13,068 - Train: 28.23% [353150/1251000] [282.3/1000.0] [batch_t 0.247 (0.236)] [data_t 0.007] [optim_t 0.240] [lr 0.002453] [CE 4.569 (4.462)] [KD 4.684 (4.538)] 2024-10-12 21:00:25,362 - Train: 28.23% [353200/1251000] [282.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.006] [optim_t 0.227] [lr 0.002453] [CE 4.411 (4.499)] [KD 4.464 (4.561)] 2024-10-12 21:00:37,901 - Train: 28.24% [353250/1251000] [282.4/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.002453] [CE 4.185 (4.497)] [KD 4.376 (4.529)] 2024-10-12 21:00:49,649 - Train: 28.24% [353300/1251000] [282.4/1000.0] [batch_t 0.223 (0.235)] [data_t 0.010] [optim_t 0.213] [lr 0.002453] [CE 4.478 (4.601)] [KD 4.364 (4.614)] 2024-10-12 21:01:01,688 - Train: 28.25% [353350/1251000] [282.5/1000.0] [batch_t 0.250 (0.241)] [data_t 0.008] [optim_t 0.241] [lr 0.002453] [CE 4.960 (4.498)] [KD 4.782 (4.506)] 2024-10-12 21:01:13,750 - Train: 28.25% [353400/1251000] [282.5/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.002453] [CE 4.710 (4.461)] [KD 4.544 (4.504)] 2024-10-12 21:01:26,286 - Train: 28.25% [353450/1251000] [282.5/1000.0] [batch_t 0.239 (0.251)] [data_t 0.008] [optim_t 0.231] [lr 0.002452] [CE 4.475 (4.470)] [KD 4.448 (4.519)] 2024-10-12 21:01:38,584 - Train: 28.26% [353500/1251000] [282.6/1000.0] [batch_t 0.231 (0.246)] [data_t 0.008] [optim_t 0.223] [lr 0.002452] [CE 4.449 (4.548)] [KD 4.538 (4.576)] 2024-10-12 21:01:51,083 - Train: 28.26% [353550/1251000] [282.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.011] [optim_t 0.225] [lr 0.002452] [CE 4.490 (4.529)] [KD 4.559 (4.528)] 2024-10-12 21:02:03,106 - Train: 28.27% [353600/1251000] [282.7/1000.0] [batch_t 0.256 (0.240)] [data_t 0.011] [optim_t 0.246] [lr 0.002452] [CE 4.331 (4.375)] [KD 4.539 (4.435)] 2024-10-12 21:02:15,625 - Train: 28.27% [353650/1251000] [282.7/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.002452] [CE 4.811 (4.440)] [KD 4.757 (4.546)] 2024-10-12 21:02:27,377 - Train: 28.27% [353700/1251000] [282.7/1000.0] [batch_t 0.225 (0.235)] [data_t 0.010] [optim_t 0.215] [lr 0.002452] [CE 4.419 (4.477)] [KD 4.523 (4.559)] 2024-10-12 21:02:39,137 - Train: 28.28% [353750/1251000] [282.8/1000.0] [batch_t 0.233 (0.235)] [data_t 0.008] [optim_t 0.225] [lr 0.002452] [CE 4.087 (4.479)] [KD 4.481 (4.543)] 2024-10-12 21:02:51,329 - Train: 28.28% [353800/1251000] [282.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002451] [CE 4.230 (4.465)] [KD 4.508 (4.520)] 2024-10-12 21:03:03,999 - Train: 28.29% [353850/1251000] [282.9/1000.0] [batch_t 0.242 (0.253)] [data_t 0.010] [optim_t 0.232] [lr 0.002451] [CE 4.380 (4.457)] [KD 4.431 (4.584)] 2024-10-12 21:03:16,678 - Train: 28.29% [353900/1251000] [282.9/1000.0] [batch_t 0.250 (0.253)] [data_t 0.009] [optim_t 0.241] [lr 0.002451] [CE 4.538 (4.506)] [KD 4.411 (4.567)] 2024-10-12 21:03:28,962 - Train: 28.29% [353950/1251000] [282.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.228] [lr 0.002451] [CE 4.428 (4.474)] [KD 4.808 (4.589)] 2024-10-12 21:03:40,919 - Train: 28.30% [354000/1251000] [283.0/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002451] [CE 4.366 (4.526)] [KD 4.418 (4.584)] 2024-10-12 21:03:57,858 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 35310] [top5_cnt 45082] [top_all 50000] 2024-10-12 21:03:57,859 - net: 70.620 (90.164) 2024-10-12 21:04:06,906 - Test (net_E): 100.00% [50/50] [batch_t 0.044 (0.164)] [top1_cnt 38096] [top5_cnt 46503] [top_all 50000] 2024-10-12 21:04:06,906 - net_E: 76.192 (93.006) 2024-10-12 21:04:07,149 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.240 (epoch: 276)] 2024-10-12 21:04:07,149 - ==> Total time: 1 day, 0:25:59 Eta: 2 days, 13:54:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:04:15,676 - Train: 28.30% [354050/1251000] [283.0/1000.0] [batch_t 0.243 (0.286)] [data_t 0.007] [optim_t 0.236] [lr 0.002451] [CE 4.188 (4.352)] [KD 4.200 (4.381)] 2024-10-12 21:04:27,568 - Train: 28.31% [354100/1251000] [283.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.231] [lr 0.002451] [CE 4.271 (4.475)] [KD 4.259 (4.517)] 2024-10-12 21:04:40,156 - Train: 28.31% [354150/1251000] [283.1/1000.0] [batch_t 0.236 (0.252)] [data_t 0.010] [optim_t 0.226] [lr 0.002450] [CE 4.518 (4.472)] [KD 4.443 (4.431)] 2024-10-12 21:04:52,221 - Train: 28.31% [354200/1251000] [283.1/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.217] [lr 0.002450] [CE 4.380 (4.565)] [KD 4.516 (4.547)] 2024-10-12 21:05:04,596 - Train: 28.32% [354250/1251000] [283.2/1000.0] [batch_t 0.251 (0.247)] [data_t 0.007] [optim_t 0.244] [lr 0.002450] [CE 4.599 (4.461)] [KD 4.789 (4.490)] 2024-10-12 21:05:16,754 - Train: 28.32% [354300/1251000] [283.2/1000.0] [batch_t 0.257 (0.243)] [data_t 0.009] [optim_t 0.248] [lr 0.002450] [CE 4.046 (4.386)] [KD 4.304 (4.490)] 2024-10-12 21:05:29,302 - Train: 28.33% [354350/1251000] [283.3/1000.0] [batch_t 0.241 (0.251)] [data_t 0.010] [optim_t 0.231] [lr 0.002450] [CE 4.842 (4.501)] [KD 4.647 (4.506)] 2024-10-12 21:05:41,361 - Train: 28.33% [354400/1251000] [283.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002450] [CE 4.764 (4.403)] [KD 4.622 (4.455)] 2024-10-12 21:05:53,494 - Train: 28.33% [354450/1251000] [283.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.002450] [CE 4.173 (4.511)] [KD 4.623 (4.594)] 2024-10-12 21:06:05,215 - Train: 28.34% [354500/1251000] [283.4/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002449] [CE 4.704 (4.548)] [KD 4.678 (4.648)] 2024-10-12 21:06:18,050 - Train: 28.34% [354550/1251000] [283.4/1000.0] [batch_t 0.245 (0.256)] [data_t 0.011] [optim_t 0.235] [lr 0.002449] [CE 4.248 (4.480)] [KD 4.396 (4.563)] 2024-10-12 21:06:30,267 - Train: 28.35% [354600/1251000] [283.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.002449] [CE 4.625 (4.460)] [KD 4.452 (4.512)] 2024-10-12 21:06:42,320 - Train: 28.35% [354650/1251000] [283.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.002449] [CE 4.847 (4.384)] [KD 4.585 (4.500)] 2024-10-12 21:06:54,387 - Train: 28.35% [354700/1251000] [283.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.002449] [CE 4.240 (4.523)] [KD 4.470 (4.534)] 2024-10-12 21:07:07,538 - Train: 28.36% [354750/1251000] [283.6/1000.0] [batch_t 0.252 (0.263)] [data_t 0.009] [optim_t 0.243] [lr 0.002449] [CE 4.185 (4.473)] [KD 4.629 (4.518)] 2024-10-12 21:07:19,455 - Train: 28.36% [354800/1251000] [283.6/1000.0] [batch_t 0.237 (0.238)] [data_t 0.010] [optim_t 0.226] [lr 0.002449] [CE 4.871 (4.538)] [KD 4.671 (4.486)] 2024-10-12 21:07:31,609 - Train: 28.37% [354850/1251000] [283.7/1000.0] [batch_t 0.257 (0.243)] [data_t 0.010] [optim_t 0.247] [lr 0.002448] [CE 4.343 (4.445)] [KD 4.763 (4.528)] 2024-10-12 21:07:43,660 - Train: 28.37% [354900/1251000] [283.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.008] [optim_t 0.234] [lr 0.002448] [CE 4.334 (4.440)] [KD 4.412 (4.575)] 2024-10-12 21:07:56,271 - Train: 28.37% [354950/1251000] [283.7/1000.0] [batch_t 0.230 (0.252)] [data_t 0.006] [optim_t 0.224] [lr 0.002448] [CE 4.407 (4.491)] [KD 4.662 (4.593)] 2024-10-12 21:08:08,064 - Train: 28.38% [355000/1251000] [283.8/1000.0] [batch_t 0.260 (0.236)] [data_t 0.008] [optim_t 0.252] [lr 0.002448] [CE 5.031 (4.459)] [KD 4.709 (4.487)] 2024-10-12 21:08:20,613 - Train: 28.38% [355050/1251000] [283.8/1000.0] [batch_t 0.242 (0.251)] [data_t 0.011] [optim_t 0.232] [lr 0.002448] [CE 4.269 (4.437)] [KD 4.599 (4.493)] 2024-10-12 21:08:32,371 - Train: 28.39% [355100/1251000] [283.9/1000.0] [batch_t 0.253 (0.235)] [data_t 0.009] [optim_t 0.244] [lr 0.002448] [CE 4.674 (4.443)] [KD 4.723 (4.502)] 2024-10-12 21:08:45,355 - Train: 28.39% [355150/1251000] [283.9/1000.0] [batch_t 0.228 (0.260)] [data_t 0.009] [optim_t 0.219] [lr 0.002448] [CE 4.736 (4.484)] [KD 4.658 (4.524)] 2024-10-12 21:08:57,425 - Train: 28.39% [355200/1251000] [283.9/1000.0] [batch_t 0.219 (0.241)] [data_t 0.007] [optim_t 0.212] [lr 0.002447] [CE 4.113 (4.537)] [KD 4.408 (4.617)] 2024-10-12 21:09:09,413 - Train: 28.40% [355250/1251000] [284.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.011] [optim_t 0.219] [lr 0.002447] [CE 4.791 (4.485)] [KD 4.483 (4.501)] 2024-10-12 21:09:26,866 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.186)] [top1_cnt 35423] [top5_cnt 45161] [top_all 50000] 2024-10-12 21:09:26,867 - net: 70.846 (90.322) 2024-10-12 21:09:36,058 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 38132] [top5_cnt 46498] [top_all 50000] 2024-10-12 21:09:36,058 - net_E: 76.264 (92.996) 2024-10-12 21:09:36,270 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.264 (epoch: 284)] 2024-10-12 21:09:36,271 - ==> Total time: 1 day, 0:31:29 Eta: 2 days, 13:49:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:09:54,024 - Train: 28.40% [355300/1251000] [284.0/1000.0] [batch_t 0.237 (0.265)] [data_t 0.007] [optim_t 0.230] [lr 0.002447] [CE 3.891 (4.467)] [KD 4.221 (4.426)] 2024-10-12 21:10:06,329 - Train: 28.41% [355350/1251000] [284.1/1000.0] [batch_t 0.225 (0.246)] [data_t 0.010] [optim_t 0.215] [lr 0.002447] [CE 4.513 (4.479)] [KD 4.578 (4.541)] 2024-10-12 21:10:18,715 - Train: 28.41% [355400/1251000] [284.1/1000.0] [batch_t 0.217 (0.248)] [data_t 0.009] [optim_t 0.208] [lr 0.002447] [CE 4.327 (4.513)] [KD 4.195 (4.524)] 2024-10-12 21:10:30,642 - Train: 28.41% [355450/1251000] [284.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002447] [CE 4.424 (4.582)] [KD 4.778 (4.612)] 2024-10-12 21:10:42,331 - Train: 28.42% [355500/1251000] [284.2/1000.0] [batch_t 0.234 (0.234)] [data_t 0.011] [optim_t 0.224] [lr 0.002446] [CE 4.332 (4.480)] [KD 4.377 (4.553)] 2024-10-12 21:10:54,272 - Train: 28.42% [355550/1251000] [284.2/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.002446] [CE 4.069 (4.490)] [KD 4.100 (4.558)] 2024-10-12 21:11:05,927 - Train: 28.43% [355600/1251000] [284.3/1000.0] [batch_t 0.254 (0.233)] [data_t 0.009] [optim_t 0.245] [lr 0.002446] [CE 4.627 (4.462)] [KD 4.559 (4.448)] 2024-10-12 21:11:17,963 - Train: 28.43% [355650/1251000] [284.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.002446] [CE 4.852 (4.485)] [KD 4.829 (4.606)] 2024-10-12 21:11:30,578 - Train: 28.43% [355700/1251000] [284.3/1000.0] [batch_t 0.224 (0.252)] [data_t 0.008] [optim_t 0.216] [lr 0.002446] [CE 4.658 (4.443)] [KD 4.622 (4.547)] 2024-10-12 21:11:42,418 - Train: 28.44% [355750/1251000] [284.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.219] [lr 0.002446] [CE 4.386 (4.546)] [KD 4.285 (4.512)] 2024-10-12 21:11:54,052 - Train: 28.44% [355800/1251000] [284.4/1000.0] [batch_t 0.259 (0.232)] [data_t 0.006] [optim_t 0.253] [lr 0.002446] [CE 4.657 (4.467)] [KD 4.544 (4.489)] 2024-10-12 21:12:06,146 - Train: 28.45% [355850/1251000] [284.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002445] [CE 4.929 (4.555)] [KD 4.730 (4.556)] 2024-10-12 21:12:17,981 - Train: 28.45% [355900/1251000] [284.5/1000.0] [batch_t 0.247 (0.237)] [data_t 0.010] [optim_t 0.237] [lr 0.002445] [CE 4.388 (4.481)] [KD 4.506 (4.558)] 2024-10-12 21:12:29,851 - Train: 28.45% [355950/1251000] [284.5/1000.0] [batch_t 0.242 (0.237)] [data_t 0.007] [optim_t 0.235] [lr 0.002445] [CE 4.298 (4.518)] [KD 4.473 (4.543)] 2024-10-12 21:12:42,279 - Train: 28.46% [356000/1251000] [284.6/1000.0] [batch_t 0.231 (0.248)] [data_t 0.010] [optim_t 0.221] [lr 0.002445] [CE 4.775 (4.519)] [KD 4.791 (4.545)] 2024-10-12 21:12:54,112 - Train: 28.46% [356050/1251000] [284.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.010] [optim_t 0.226] [lr 0.002445] [CE 4.560 (4.435)] [KD 4.404 (4.456)] 2024-10-12 21:13:05,525 - Train: 28.47% [356100/1251000] [284.7/1000.0] [batch_t 0.230 (0.228)] [data_t 0.010] [optim_t 0.219] [lr 0.002445] [CE 4.685 (4.549)] [KD 4.725 (4.553)] 2024-10-12 21:13:17,515 - Train: 28.47% [356150/1251000] [284.7/1000.0] [batch_t 0.219 (0.240)] [data_t 0.008] [optim_t 0.210] [lr 0.002445] [CE 4.601 (4.553)] [KD 4.698 (4.653)] 2024-10-12 21:13:29,283 - Train: 28.47% [356200/1251000] [284.7/1000.0] [batch_t 0.236 (0.235)] [data_t 0.007] [optim_t 0.229] [lr 0.002444] [CE 4.327 (4.513)] [KD 4.410 (4.698)] 2024-10-12 21:13:41,348 - Train: 28.48% [356250/1251000] [284.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.002444] [CE 4.552 (4.518)] [KD 4.822 (4.572)] 2024-10-12 21:13:53,257 - Train: 28.48% [356300/1251000] [284.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.007] [optim_t 0.235] [lr 0.002444] [CE 4.424 (4.493)] [KD 4.517 (4.532)] 2024-10-12 21:14:05,829 - Train: 28.49% [356350/1251000] [284.9/1000.0] [batch_t 0.223 (0.251)] [data_t 0.010] [optim_t 0.213] [lr 0.002444] [CE 4.305 (4.501)] [KD 4.338 (4.555)] 2024-10-12 21:14:17,462 - Train: 28.49% [356400/1251000] [284.9/1000.0] [batch_t 0.236 (0.232)] [data_t 0.007] [optim_t 0.229] [lr 0.002444] [CE 4.351 (4.467)] [KD 4.542 (4.504)] 2024-10-12 21:14:29,363 - Train: 28.49% [356450/1251000] [284.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.008] [optim_t 0.227] [lr 0.002444] [CE 4.317 (4.389)] [KD 4.386 (4.459)] 2024-10-12 21:14:41,259 - Train: 28.50% [356500/1251000] [285.0/1000.0] [batch_t 0.241 (0.238)] [data_t 0.007] [optim_t 0.234] [lr 0.002444] [CE 4.597 (4.560)] [KD 4.517 (4.600)] 2024-10-12 21:14:57,590 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.158)] [top1_cnt 35340] [top5_cnt 45030] [top_all 50000] 2024-10-12 21:14:57,590 - net: 70.680 (90.060) 2024-10-12 21:15:06,805 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.168)] [top1_cnt 38103] [top5_cnt 46513] [top_all 50000] 2024-10-12 21:15:06,805 - net_E: 76.206 (93.026) 2024-10-12 21:15:07,020 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.264 (epoch: 284)] 2024-10-12 21:15:07,021 - ==> Total time: 1 day, 0:36:59 Eta: 2 days, 13:45:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:15:22,144 - Train: 28.50% [356550/1251000] [285.0/1000.0] [batch_t 0.233 (0.278)] [data_t 0.007] [optim_t 0.227] [lr 0.002443] [CE 4.347 (4.541)] [KD 4.438 (4.610)] 2024-10-12 21:15:33,911 - Train: 28.51% [356600/1251000] [285.1/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002443] [CE 4.874 (4.465)] [KD 4.793 (4.569)] 2024-10-12 21:15:46,576 - Train: 28.51% [356650/1251000] [285.1/1000.0] [batch_t 0.523 (0.253)] [data_t 0.009] [optim_t 0.514] [lr 0.002443] [CE 4.250 (4.465)] [KD 4.276 (4.507)] 2024-10-12 21:15:58,163 - Train: 28.51% [356700/1251000] [285.1/1000.0] [batch_t 0.227 (0.232)] [data_t 0.008] [optim_t 0.219] [lr 0.002443] [CE 4.623 (4.562)] [KD 4.380 (4.565)] 2024-10-12 21:16:09,848 - Train: 28.52% [356750/1251000] [285.2/1000.0] [batch_t 0.220 (0.234)] [data_t 0.009] [optim_t 0.211] [lr 0.002443] [CE 4.241 (4.537)] [KD 4.559 (4.512)] 2024-10-12 21:16:21,567 - Train: 28.52% [356800/1251000] [285.2/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002443] [CE 4.451 (4.510)] [KD 4.356 (4.607)] 2024-10-12 21:16:33,881 - Train: 28.53% [356850/1251000] [285.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.002443] [CE 4.910 (4.505)] [KD 4.913 (4.598)] 2024-10-12 21:16:45,563 - Train: 28.53% [356900/1251000] [285.3/1000.0] [batch_t 0.226 (0.233)] [data_t 0.007] [optim_t 0.219] [lr 0.002442] [CE 4.044 (4.536)] [KD 4.187 (4.563)] 2024-10-12 21:16:57,491 - Train: 28.53% [356950/1251000] [285.3/1000.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.002442] [CE 3.938 (4.495)] [KD 3.888 (4.556)] 2024-10-12 21:17:09,805 - Train: 28.54% [357000/1251000] [285.4/1000.0] [batch_t 0.224 (0.246)] [data_t 0.010] [optim_t 0.214] [lr 0.002442] [CE 4.314 (4.495)] [KD 4.473 (4.484)] 2024-10-12 21:17:22,196 - Train: 28.54% [357050/1251000] [285.4/1000.0] [batch_t 0.225 (0.248)] [data_t 0.010] [optim_t 0.216] [lr 0.002442] [CE 4.610 (4.564)] [KD 4.923 (4.567)] 2024-10-12 21:17:34,099 - Train: 28.55% [357100/1251000] [285.5/1000.0] [batch_t 0.217 (0.238)] [data_t 0.007] [optim_t 0.211] [lr 0.002442] [CE 4.602 (4.422)] [KD 4.609 (4.579)] 2024-10-12 21:17:46,302 - Train: 28.55% [357150/1251000] [285.5/1000.0] [batch_t 0.219 (0.244)] [data_t 0.008] [optim_t 0.211] [lr 0.002442] [CE 4.536 (4.437)] [KD 4.515 (4.563)] 2024-10-12 21:17:58,401 - Train: 28.55% [357200/1251000] [285.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.002442] [CE 4.236 (4.448)] [KD 4.419 (4.538)] 2024-10-12 21:18:11,269 - Train: 28.56% [357250/1251000] [285.6/1000.0] [batch_t 0.263 (0.257)] [data_t 0.009] [optim_t 0.254] [lr 0.002441] [CE 4.768 (4.519)] [KD 4.529 (4.537)] 2024-10-12 21:18:23,590 - Train: 28.56% [357300/1251000] [285.6/1000.0] [batch_t 0.219 (0.246)] [data_t 0.009] [optim_t 0.210] [lr 0.002441] [CE 4.288 (4.425)] [KD 4.546 (4.417)] 2024-10-12 21:18:36,112 - Train: 28.57% [357350/1251000] [285.7/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002441] [CE 4.592 (4.419)] [KD 4.785 (4.512)] 2024-10-12 21:18:48,409 - Train: 28.57% [357400/1251000] [285.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.002441] [CE 4.379 (4.553)] [KD 4.407 (4.577)] 2024-10-12 21:19:00,621 - Train: 28.57% [357450/1251000] [285.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.002441] [CE 3.974 (4.420)] [KD 4.514 (4.473)] 2024-10-12 21:19:12,877 - Train: 28.58% [357500/1251000] [285.8/1000.0] [batch_t 0.250 (0.245)] [data_t 0.007] [optim_t 0.242] [lr 0.002441] [CE 4.208 (4.509)] [KD 4.502 (4.516)] 2024-10-12 21:19:25,275 - Train: 28.58% [357550/1251000] [285.8/1000.0] [batch_t 0.224 (0.248)] [data_t 0.007] [optim_t 0.217] [lr 0.002441] [CE 4.322 (4.455)] [KD 4.633 (4.547)] 2024-10-12 21:19:37,259 - Train: 28.59% [357600/1251000] [285.9/1000.0] [batch_t 0.435 (0.239)] [data_t 0.007] [optim_t 0.429] [lr 0.002440] [CE 4.728 (4.496)] [KD 4.962 (4.573)] 2024-10-12 21:19:49,802 - Train: 28.59% [357650/1251000] [285.9/1000.0] [batch_t 0.226 (0.251)] [data_t 0.010] [optim_t 0.217] [lr 0.002440] [CE 4.877 (4.478)] [KD 5.115 (4.559)] 2024-10-12 21:20:01,649 - Train: 28.59% [357700/1251000] [285.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.007] [optim_t 0.228] [lr 0.002440] [CE 4.147 (4.541)] [KD 4.562 (4.655)] 2024-10-12 21:20:13,802 - Train: 28.60% [357750/1251000] [286.0/1000.0] [batch_t 0.219 (0.243)] [data_t 0.006] [optim_t 0.213] [lr 0.002440] [CE 4.687 (4.417)] [KD 4.516 (4.450)] 2024-10-12 21:20:30,764 - Test (net): 100.00% [50/50] [batch_t 0.187 (0.161)] [top1_cnt 35323] [top5_cnt 45098] [top_all 50000] 2024-10-12 21:20:30,765 - net: 70.646 (90.196) 2024-10-12 21:20:40,546 - Test (net_E): 100.00% [50/50] [batch_t 0.540 (0.178)] [top1_cnt 38103] [top5_cnt 46476] [top_all 50000] 2024-10-12 21:20:40,547 - net_E: 76.206 (92.952) 2024-10-12 21:20:40,754 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.264 (epoch: 284)] 2024-10-12 21:20:40,755 - ==> Total time: 1 day, 0:42:33 Eta: 2 days, 13:41:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:20:48,272 - Train: 28.60% [357800/1251000] [286.0/1000.0] [batch_t 0.253 (0.288)] [data_t 0.008] [optim_t 0.245] [lr 0.002440] [CE 4.780 (4.650)] [KD 4.501 (4.502)] 2024-10-12 21:21:00,686 - Train: 28.61% [357850/1251000] [286.1/1000.0] [batch_t 0.231 (0.248)] [data_t 0.007] [optim_t 0.224] [lr 0.002440] [CE 4.266 (4.381)] [KD 4.442 (4.446)] 2024-10-12 21:21:12,895 - Train: 28.61% [357900/1251000] [286.1/1000.0] [batch_t 0.252 (0.244)] [data_t 0.007] [optim_t 0.245] [lr 0.002440] [CE 4.929 (4.515)] [KD 4.724 (4.528)] 2024-10-12 21:21:25,839 - Train: 28.61% [357950/1251000] [286.1/1000.0] [batch_t 0.251 (0.259)] [data_t 0.009] [optim_t 0.242] [lr 0.002439] [CE 4.714 (4.465)] [KD 4.611 (4.574)] 2024-10-12 21:21:38,044 - Train: 28.62% [358000/1251000] [286.2/1000.0] [batch_t 0.246 (0.244)] [data_t 0.010] [optim_t 0.236] [lr 0.002439] [CE 4.283 (4.444)] [KD 4.522 (4.513)] 2024-10-12 21:21:50,136 - Train: 28.62% [358050/1251000] [286.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.002439] [CE 4.537 (4.444)] [KD 4.526 (4.440)] 2024-10-12 21:22:02,143 - Train: 28.63% [358100/1251000] [286.3/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.002439] [CE 4.254 (4.455)] [KD 4.536 (4.436)] 2024-10-12 21:22:15,208 - Train: 28.63% [358150/1251000] [286.3/1000.0] [batch_t 0.237 (0.261)] [data_t 0.007] [optim_t 0.230] [lr 0.002439] [CE 4.891 (4.429)] [KD 4.771 (4.537)] 2024-10-12 21:22:26,900 - Train: 28.63% [358200/1251000] [286.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.008] [optim_t 0.224] [lr 0.002439] [CE 4.443 (4.434)] [KD 4.532 (4.457)] 2024-10-12 21:22:38,572 - Train: 28.64% [358250/1251000] [286.4/1000.0] [batch_t 0.230 (0.233)] [data_t 0.008] [optim_t 0.222] [lr 0.002438] [CE 4.597 (4.459)] [KD 4.566 (4.495)] 2024-10-12 21:22:50,674 - Train: 28.64% [358300/1251000] [286.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.002438] [CE 4.485 (4.494)] [KD 4.326 (4.517)] 2024-10-12 21:23:02,854 - Train: 28.65% [358350/1251000] [286.5/1000.0] [batch_t 0.224 (0.243)] [data_t 0.007] [optim_t 0.217] [lr 0.002438] [CE 4.720 (4.496)] [KD 4.722 (4.554)] 2024-10-12 21:23:14,772 - Train: 28.65% [358400/1251000] [286.5/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.002438] [CE 4.437 (4.484)] [KD 4.454 (4.520)] 2024-10-12 21:23:26,784 - Train: 28.65% [358450/1251000] [286.5/1000.0] [batch_t 0.221 (0.240)] [data_t 0.007] [optim_t 0.214] [lr 0.002438] [CE 4.723 (4.501)] [KD 4.370 (4.496)] 2024-10-12 21:23:39,095 - Train: 28.66% [358500/1251000] [286.6/1000.0] [batch_t 0.228 (0.246)] [data_t 0.007] [optim_t 0.221] [lr 0.002438] [CE 4.358 (4.468)] [KD 4.360 (4.450)] 2024-10-12 21:23:51,611 - Train: 28.66% [358550/1251000] [286.6/1000.0] [batch_t 0.224 (0.250)] [data_t 0.009] [optim_t 0.214] [lr 0.002438] [CE 4.679 (4.496)] [KD 4.451 (4.496)] 2024-10-12 21:24:03,537 - Train: 28.67% [358600/1251000] [286.7/1000.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.002437] [CE 4.106 (4.446)] [KD 4.140 (4.499)] 2024-10-12 21:24:15,395 - Train: 28.67% [358650/1251000] [286.7/1000.0] [batch_t 0.241 (0.237)] [data_t 0.010] [optim_t 0.231] [lr 0.002437] [CE 4.708 (4.538)] [KD 4.883 (4.582)] 2024-10-12 21:24:27,369 - Train: 28.67% [358700/1251000] [286.7/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002437] [CE 4.762 (4.498)] [KD 4.812 (4.553)] 2024-10-12 21:24:40,493 - Train: 28.68% [358750/1251000] [286.8/1000.0] [batch_t 0.229 (0.262)] [data_t 0.010] [optim_t 0.219] [lr 0.002437] [CE 4.784 (4.472)] [KD 4.682 (4.464)] 2024-10-12 21:24:52,925 - Train: 28.68% [358800/1251000] [286.8/1000.0] [batch_t 0.375 (0.248)] [data_t 0.006] [optim_t 0.369] [lr 0.002437] [CE 4.762 (4.424)] [KD 4.550 (4.499)] 2024-10-12 21:25:04,868 - Train: 28.69% [358850/1251000] [286.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.006] [optim_t 0.233] [lr 0.002437] [CE 4.280 (4.510)] [KD 4.599 (4.488)] 2024-10-12 21:25:17,341 - Train: 28.69% [358900/1251000] [286.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.002437] [CE 4.406 (4.452)] [KD 4.634 (4.492)] 2024-10-12 21:25:30,157 - Train: 28.69% [358950/1251000] [286.9/1000.0] [batch_t 0.215 (0.256)] [data_t 0.009] [optim_t 0.206] [lr 0.002436] [CE 4.376 (4.481)] [KD 4.294 (4.493)] 2024-10-12 21:25:41,875 - Train: 28.70% [359000/1251000] [287.0/1000.0] [batch_t 0.251 (0.234)] [data_t 0.009] [optim_t 0.241] [lr 0.002436] [CE 4.073 (4.369)] [KD 4.453 (4.395)] 2024-10-12 21:26:00,828 - Test (net): 100.00% [50/50] [batch_t 0.444 (0.198)] [top1_cnt 35569] [top5_cnt 45228] [top_all 50000] 2024-10-12 21:26:00,829 - net: 71.138 (90.456) 2024-10-12 21:26:11,512 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.196)] [top1_cnt 38080] [top5_cnt 46500] [top_all 50000] 2024-10-12 21:26:11,512 - net_E: 76.160 (93.000) 2024-10-12 21:26:11,770 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.264 (epoch: 284)] 2024-10-12 21:26:11,770 - ==> Total time: 1 day, 0:48:04 Eta: 2 days, 13:36:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:26:18,273 - Train: 28.70% [359050/1251000] [287.0/1000.0] [batch_t 0.233 (0.277)] [data_t 0.007] [optim_t 0.226] [lr 0.002436] [CE 4.988 (4.712)] [KD 4.533 (4.616)] 2024-10-12 21:26:30,441 - Train: 28.71% [359100/1251000] [287.1/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.002436] [CE 4.187 (4.462)] [KD 4.764 (4.485)] 2024-10-12 21:26:42,907 - Train: 28.71% [359150/1251000] [287.1/1000.0] [batch_t 0.247 (0.249)] [data_t 0.009] [optim_t 0.238] [lr 0.002436] [CE 4.549 (4.562)] [KD 4.527 (4.533)] 2024-10-12 21:26:55,285 - Train: 28.71% [359200/1251000] [287.1/1000.0] [batch_t 0.247 (0.247)] [data_t 0.007] [optim_t 0.241] [lr 0.002436] [CE 4.536 (4.523)] [KD 4.250 (4.563)] 2024-10-12 21:27:07,218 - Train: 28.72% [359250/1251000] [287.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.002436] [CE 4.673 (4.460)] [KD 4.687 (4.541)] 2024-10-12 21:27:19,738 - Train: 28.72% [359300/1251000] [287.2/1000.0] [batch_t 0.230 (0.250)] [data_t 0.007] [optim_t 0.223] [lr 0.002435] [CE 4.653 (4.458)] [KD 4.492 (4.507)] 2024-10-12 21:27:31,606 - Train: 28.73% [359350/1251000] [287.3/1000.0] [batch_t 0.242 (0.237)] [data_t 0.010] [optim_t 0.232] [lr 0.002435] [CE 4.545 (4.473)] [KD 4.394 (4.507)] 2024-10-12 21:27:43,398 - Train: 28.73% [359400/1251000] [287.3/1000.0] [batch_t 0.237 (0.236)] [data_t 0.008] [optim_t 0.229] [lr 0.002435] [CE 4.537 (4.477)] [KD 4.345 (4.527)] 2024-10-12 21:27:55,775 - Train: 28.73% [359450/1251000] [287.3/1000.0] [batch_t 0.215 (0.247)] [data_t 0.009] [optim_t 0.207] [lr 0.002435] [CE 4.815 (4.409)] [KD 4.549 (4.463)] 2024-10-12 21:28:08,212 - Train: 28.74% [359500/1251000] [287.4/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.002435] [CE 4.433 (4.482)] [KD 4.328 (4.530)] 2024-10-12 21:28:20,126 - Train: 28.74% [359550/1251000] [287.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.010] [optim_t 0.229] [lr 0.002435] [CE 4.591 (4.527)] [KD 4.551 (4.546)] 2024-10-12 21:28:31,940 - Train: 28.75% [359600/1251000] [287.5/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.002435] [CE 4.344 (4.520)] [KD 4.566 (4.584)] 2024-10-12 21:28:43,876 - Train: 28.75% [359650/1251000] [287.5/1000.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.002434] [CE 3.894 (4.442)] [KD 4.482 (4.535)] 2024-10-12 21:28:55,908 - Train: 28.75% [359700/1251000] [287.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.002434] [CE 4.429 (4.497)] [KD 4.654 (4.534)] 2024-10-12 21:29:08,077 - Train: 28.76% [359750/1251000] [287.6/1000.0] [batch_t 0.240 (0.243)] [data_t 0.007] [optim_t 0.233] [lr 0.002434] [CE 4.575 (4.456)] [KD 4.569 (4.519)] 2024-10-12 21:29:20,063 - Train: 28.76% [359800/1251000] [287.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.002434] [CE 4.550 (4.429)] [KD 4.815 (4.493)] 2024-10-12 21:29:32,352 - Train: 28.76% [359850/1251000] [287.6/1000.0] [batch_t 0.231 (0.246)] [data_t 0.010] [optim_t 0.220] [lr 0.002434] [CE 4.129 (4.528)] [KD 4.058 (4.544)] 2024-10-12 21:29:44,595 - Train: 28.77% [359900/1251000] [287.7/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.002434] [CE 4.702 (4.443)] [KD 4.485 (4.582)] 2024-10-12 21:29:56,255 - Train: 28.77% [359950/1251000] [287.7/1000.0] [batch_t 0.243 (0.233)] [data_t 0.009] [optim_t 0.234] [lr 0.002434] [CE 3.931 (4.498)] [KD 4.503 (4.558)] 2024-10-12 21:30:08,192 - Train: 28.78% [360000/1251000] [287.8/1000.0] [batch_t 0.241 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.002433] [CE 4.144 (4.520)] [KD 4.228 (4.571)] 2024-10-12 21:30:20,643 - Train: 28.78% [360050/1251000] [287.8/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.002433] [CE 4.952 (4.482)] [KD 4.464 (4.474)] 2024-10-12 21:30:32,846 - Train: 28.78% [360100/1251000] [287.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.225] [lr 0.002433] [CE 4.442 (4.437)] [KD 4.421 (4.481)] 2024-10-12 21:30:44,844 - Train: 28.79% [360150/1251000] [287.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.002433] [CE 4.320 (4.456)] [KD 4.463 (4.491)] 2024-10-12 21:30:56,562 - Train: 28.79% [360200/1251000] [287.9/1000.0] [batch_t 0.237 (0.234)] [data_t 0.010] [optim_t 0.227] [lr 0.002433] [CE 4.439 (4.536)] [KD 4.806 (4.546)] 2024-10-12 21:31:08,432 - Train: 28.80% [360250/1251000] [288.0/1000.0] [batch_t 0.225 (0.237)] [data_t 0.011] [optim_t 0.214] [lr 0.002433] [CE 4.106 (4.546)] [KD 4.296 (4.644)] 2024-10-12 21:31:25,935 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 35220] [top5_cnt 45087] [top_all 50000] 2024-10-12 21:31:25,936 - net: 70.440 (90.174) 2024-10-12 21:31:34,532 - Test (net_E): 100.00% [50/50] [batch_t 0.156 (0.156)] [top1_cnt 38106] [top5_cnt 46509] [top_all 50000] 2024-10-12 21:31:34,533 - net_E: 76.212 (93.018) 2024-10-12 21:31:34,751 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.264 (epoch: 284)] 2024-10-12 21:31:34,751 - ==> Total time: 1 day, 0:53:27 Eta: 2 days, 13:32:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:31:41,676 - Train: 28.80% [360300/1251000] [288.0/1000.0] [batch_t 0.239 (0.321)] [data_t 0.006] [optim_t 0.232] [lr 0.002432] [CE 4.281 (4.468)] [KD 4.515 (4.545)] 2024-10-12 21:31:53,791 - Train: 28.80% [360350/1251000] [288.0/1000.0] [batch_t 0.226 (0.242)] [data_t 0.007] [optim_t 0.218] [lr 0.002432] [CE 4.221 (4.497)] [KD 4.077 (4.509)] 2024-10-12 21:32:05,609 - Train: 28.81% [360400/1251000] [288.1/1000.0] [batch_t 0.223 (0.236)] [data_t 0.008] [optim_t 0.214] [lr 0.002432] [CE 4.298 (4.448)] [KD 4.357 (4.456)] 2024-10-12 21:32:18,121 - Train: 28.81% [360450/1251000] [288.1/1000.0] [batch_t 0.238 (0.250)] [data_t 0.008] [optim_t 0.230] [lr 0.002432] [CE 4.380 (4.496)] [KD 4.016 (4.480)] 2024-10-12 21:32:30,081 - Train: 28.82% [360500/1251000] [288.2/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.002432] [CE 4.216 (4.431)] [KD 4.513 (4.486)] 2024-10-12 21:32:41,988 - Train: 28.82% [360550/1251000] [288.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.002432] [CE 4.633 (4.511)] [KD 4.511 (4.529)] 2024-10-12 21:32:54,173 - Train: 28.82% [360600/1251000] [288.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.002432] [CE 4.164 (4.505)] [KD 4.621 (4.528)] 2024-10-12 21:33:06,658 - Train: 28.83% [360650/1251000] [288.3/1000.0] [batch_t 0.245 (0.250)] [data_t 0.008] [optim_t 0.237] [lr 0.002431] [CE 4.543 (4.553)] [KD 4.421 (4.524)] 2024-10-12 21:33:18,700 - Train: 28.83% [360700/1251000] [288.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.002431] [CE 3.998 (4.509)] [KD 4.171 (4.463)] 2024-10-12 21:33:31,258 - Train: 28.84% [360750/1251000] [288.4/1000.0] [batch_t 0.239 (0.251)] [data_t 0.008] [optim_t 0.231] [lr 0.002431] [CE 4.850 (4.484)] [KD 4.609 (4.433)] 2024-10-12 21:33:43,396 - Train: 28.84% [360800/1251000] [288.4/1000.0] [batch_t 0.223 (0.243)] [data_t 0.009] [optim_t 0.214] [lr 0.002431] [CE 4.144 (4.503)] [KD 4.764 (4.523)] 2024-10-12 21:33:55,267 - Train: 28.84% [360850/1251000] [288.4/1000.0] [batch_t 0.228 (0.237)] [data_t 0.006] [optim_t 0.222] [lr 0.002431] [CE 4.524 (4.537)] [KD 4.702 (4.631)] 2024-10-12 21:34:07,422 - Train: 28.85% [360900/1251000] [288.5/1000.0] [batch_t 0.256 (0.243)] [data_t 0.008] [optim_t 0.248] [lr 0.002431] [CE 4.306 (4.480)] [KD 4.269 (4.477)] 2024-10-12 21:34:20,469 - Train: 28.85% [360950/1251000] [288.5/1000.0] [batch_t 0.562 (0.261)] [data_t 0.007] [optim_t 0.555] [lr 0.002431] [CE 4.806 (4.438)] [KD 4.607 (4.428)] 2024-10-12 21:34:32,749 - Train: 28.86% [361000/1251000] [288.6/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.002430] [CE 4.897 (4.495)] [KD 4.790 (4.445)] 2024-10-12 21:34:45,201 - Train: 28.86% [361050/1251000] [288.6/1000.0] [batch_t 0.224 (0.249)] [data_t 0.009] [optim_t 0.216] [lr 0.002430] [CE 4.320 (4.459)] [KD 4.470 (4.488)] 2024-10-12 21:34:57,607 - Train: 28.86% [361100/1251000] [288.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.008] [optim_t 0.232] [lr 0.002430] [CE 4.385 (4.452)] [KD 4.717 (4.543)] 2024-10-12 21:35:09,914 - Train: 28.87% [361150/1251000] [288.7/1000.0] [batch_t 0.229 (0.246)] [data_t 0.010] [optim_t 0.219] [lr 0.002430] [CE 4.583 (4.463)] [KD 4.643 (4.549)] 2024-10-12 21:35:22,169 - Train: 28.87% [361200/1251000] [288.7/1000.0] [batch_t 0.243 (0.245)] [data_t 0.008] [optim_t 0.236] [lr 0.002430] [CE 4.250 (4.528)] [KD 4.376 (4.538)] 2024-10-12 21:35:34,095 - Train: 28.88% [361250/1251000] [288.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.007] [optim_t 0.228] [lr 0.002430] [CE 4.707 (4.465)] [KD 4.723 (4.499)] 2024-10-12 21:35:46,482 - Train: 28.88% [361300/1251000] [288.8/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.237] [lr 0.002430] [CE 4.753 (4.409)] [KD 4.684 (4.425)] 2024-10-12 21:35:58,926 - Train: 28.88% [361350/1251000] [288.8/1000.0] [batch_t 0.263 (0.249)] [data_t 0.009] [optim_t 0.253] [lr 0.002429] [CE 4.393 (4.496)] [KD 4.519 (4.480)] 2024-10-12 21:36:11,621 - Train: 28.89% [361400/1251000] [288.9/1000.0] [batch_t 0.244 (0.254)] [data_t 0.009] [optim_t 0.234] [lr 0.002429] [CE 4.763 (4.454)] [KD 4.727 (4.485)] 2024-10-12 21:36:23,540 - Train: 28.89% [361450/1251000] [288.9/1000.0] [batch_t 0.220 (0.238)] [data_t 0.010] [optim_t 0.210] [lr 0.002429] [CE 4.791 (4.487)] [KD 4.626 (4.549)] 2024-10-12 21:36:35,574 - Train: 28.90% [361500/1251000] [289.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.008] [optim_t 0.223] [lr 0.002429] [CE 4.839 (4.505)] [KD 4.748 (4.603)] 2024-10-12 21:36:53,682 - Test (net): 100.00% [50/50] [batch_t 0.096 (0.166)] [top1_cnt 35269] [top5_cnt 45059] [top_all 50000] 2024-10-12 21:36:53,682 - net: 70.538 (90.118) 2024-10-12 21:37:02,628 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 38114] [top5_cnt 46505] [top_all 50000] 2024-10-12 21:37:02,629 - net_E: 76.228 (93.010) 2024-10-12 21:37:02,855 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.264 (epoch: 284)] 2024-10-12 21:37:02,856 - ==> Total time: 1 day, 0:58:55 Eta: 2 days, 13:27:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:37:09,957 - Train: 28.90% [361550/1251000] [289.0/1000.0] [batch_t 0.228 (0.293)] [data_t 0.007] [optim_t 0.221] [lr 0.002429] [CE 4.273 (4.469)] [KD 4.426 (4.517)] 2024-10-12 21:37:22,237 - Train: 28.90% [361600/1251000] [289.0/1000.0] [batch_t 0.246 (0.245)] [data_t 0.007] [optim_t 0.239] [lr 0.002429] [CE 4.452 (4.450)] [KD 4.524 (4.583)] 2024-10-12 21:37:34,404 - Train: 28.91% [361650/1251000] [289.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.002429] [CE 4.184 (4.508)] [KD 4.442 (4.569)] 2024-10-12 21:37:46,586 - Train: 28.91% [361700/1251000] [289.1/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.002428] [CE 5.143 (4.513)] [KD 4.890 (4.538)] 2024-10-12 21:37:59,009 - Train: 28.92% [361750/1251000] [289.2/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.002428] [CE 4.168 (4.415)] [KD 4.575 (4.524)] 2024-10-12 21:38:10,958 - Train: 28.92% [361800/1251000] [289.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.002428] [CE 4.885 (4.466)] [KD 4.720 (4.523)] 2024-10-12 21:38:23,068 - Train: 28.92% [361850/1251000] [289.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.002428] [CE 4.267 (4.513)] [KD 4.431 (4.491)] 2024-10-12 21:38:35,434 - Train: 28.93% [361900/1251000] [289.3/1000.0] [batch_t 0.241 (0.247)] [data_t 0.007] [optim_t 0.234] [lr 0.002428] [CE 4.609 (4.546)] [KD 4.460 (4.549)] 2024-10-12 21:38:47,820 - Train: 28.93% [361950/1251000] [289.3/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.002428] [CE 4.636 (4.421)] [KD 4.362 (4.512)] 2024-10-12 21:39:00,513 - Train: 28.94% [362000/1251000] [289.4/1000.0] [batch_t 0.226 (0.254)] [data_t 0.010] [optim_t 0.216] [lr 0.002427] [CE 4.696 (4.476)] [KD 4.860 (4.486)] 2024-10-12 21:39:13,200 - Train: 28.94% [362050/1251000] [289.4/1000.0] [batch_t 0.227 (0.254)] [data_t 0.007] [optim_t 0.220] [lr 0.002427] [CE 3.944 (4.424)] [KD 4.296 (4.436)] 2024-10-12 21:39:25,476 - Train: 28.94% [362100/1251000] [289.4/1000.0] [batch_t 0.232 (0.245)] [data_t 0.008] [optim_t 0.224] [lr 0.002427] [CE 4.756 (4.513)] [KD 4.702 (4.512)] 2024-10-12 21:39:38,024 - Train: 28.95% [362150/1251000] [289.5/1000.0] [batch_t 0.245 (0.251)] [data_t 0.009] [optim_t 0.236] [lr 0.002427] [CE 4.578 (4.443)] [KD 4.776 (4.494)] 2024-10-12 21:39:50,253 - Train: 28.95% [362200/1251000] [289.5/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.218] [lr 0.002427] [CE 4.755 (4.518)] [KD 4.597 (4.614)] 2024-10-12 21:40:02,101 - Train: 28.96% [362250/1251000] [289.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.002427] [CE 4.698 (4.459)] [KD 4.573 (4.525)] 2024-10-12 21:40:14,350 - Train: 28.96% [362300/1251000] [289.6/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.223] [lr 0.002427] [CE 4.800 (4.426)] [KD 5.002 (4.527)] 2024-10-12 21:40:26,563 - Train: 28.96% [362350/1251000] [289.6/1000.0] [batch_t 0.256 (0.244)] [data_t 0.008] [optim_t 0.248] [lr 0.002426] [CE 5.098 (4.499)] [KD 5.286 (4.603)] 2024-10-12 21:40:38,741 - Train: 28.97% [362400/1251000] [289.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.002426] [CE 4.608 (4.458)] [KD 4.789 (4.549)] 2024-10-12 21:40:50,894 - Train: 28.97% [362450/1251000] [289.7/1000.0] [batch_t 0.243 (0.243)] [data_t 0.008] [optim_t 0.235] [lr 0.002426] [CE 4.688 (4.458)] [KD 4.642 (4.518)] 2024-10-12 21:41:03,259 - Train: 28.98% [362500/1251000] [289.8/1000.0] [batch_t 0.262 (0.247)] [data_t 0.008] [optim_t 0.255] [lr 0.002426] [CE 4.335 (4.430)] [KD 4.414 (4.445)] 2024-10-12 21:41:15,091 - Train: 28.98% [362550/1251000] [289.8/1000.0] [batch_t 0.246 (0.236)] [data_t 0.009] [optim_t 0.237] [lr 0.002426] [CE 4.104 (4.490)] [KD 4.604 (4.503)] 2024-10-12 21:41:27,028 - Train: 28.98% [362600/1251000] [289.8/1000.0] [batch_t 0.218 (0.239)] [data_t 0.007] [optim_t 0.211] [lr 0.002426] [CE 4.777 (4.460)] [KD 4.829 (4.553)] 2024-10-12 21:41:38,991 - Train: 28.99% [362650/1251000] [289.9/1000.0] [batch_t 0.219 (0.239)] [data_t 0.008] [optim_t 0.211] [lr 0.002426] [CE 3.975 (4.473)] [KD 4.319 (4.521)] 2024-10-12 21:41:50,877 - Train: 28.99% [362700/1251000] [289.9/1000.0] [batch_t 0.226 (0.238)] [data_t 0.010] [optim_t 0.216] [lr 0.002425] [CE 4.715 (4.456)] [KD 4.652 (4.546)] 2024-10-12 21:42:02,784 - Train: 29.00% [362750/1251000] [290.0/1000.0] [batch_t 0.242 (0.238)] [data_t 0.008] [optim_t 0.234] [lr 0.002425] [CE 4.895 (4.570)] [KD 4.972 (4.565)] 2024-10-12 21:42:20,610 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.160)] [top1_cnt 35495] [top5_cnt 45190] [top_all 50000] 2024-10-12 21:42:20,611 - net: 70.990 (90.380) 2024-10-12 21:42:29,474 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.161)] [top1_cnt 38123] [top5_cnt 46498] [top_all 50000] 2024-10-12 21:42:29,475 - net_E: 76.246 (92.996) 2024-10-12 21:42:29,689 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.264 (epoch: 284)] 2024-10-12 21:42:29,690 - ==> Total time: 1 day, 1:04:22 Eta: 2 days, 13:23:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:42:35,675 - Train: 29.00% [362800/1251000] [290.0/1000.0] [batch_t 0.238 (0.317)] [data_t 0.007] [optim_t 0.231] [lr 0.002425] [CE 4.308 (4.425)] [KD 4.475 (4.409)] 2024-10-12 21:42:47,663 - Train: 29.00% [362850/1251000] [290.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.228] [lr 0.002425] [CE 4.088 (4.504)] [KD 4.036 (4.532)] 2024-10-12 21:42:59,511 - Train: 29.01% [362900/1251000] [290.1/1000.0] [batch_t 0.238 (0.237)] [data_t 0.008] [optim_t 0.229] [lr 0.002425] [CE 4.044 (4.493)] [KD 4.150 (4.466)] 2024-10-12 21:43:11,835 - Train: 29.01% [362950/1251000] [290.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.002425] [CE 4.460 (4.457)] [KD 4.614 (4.451)] 2024-10-12 21:43:24,029 - Train: 29.02% [363000/1251000] [290.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.224] [lr 0.002425] [CE 4.553 (4.451)] [KD 4.396 (4.450)] 2024-10-12 21:43:35,891 - Train: 29.02% [363050/1251000] [290.2/1000.0] [batch_t 0.248 (0.237)] [data_t 0.008] [optim_t 0.240] [lr 0.002424] [CE 4.681 (4.544)] [KD 4.539 (4.493)] 2024-10-12 21:43:48,175 - Train: 29.02% [363100/1251000] [290.2/1000.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.218] [lr 0.002424] [CE 3.759 (4.390)] [KD 4.115 (4.459)] 2024-10-12 21:44:00,299 - Train: 29.03% [363150/1251000] [290.3/1000.0] [batch_t 0.218 (0.242)] [data_t 0.009] [optim_t 0.208] [lr 0.002424] [CE 4.054 (4.470)] [KD 4.238 (4.471)] 2024-10-12 21:44:12,226 - Train: 29.03% [363200/1251000] [290.3/1000.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.002424] [CE 4.374 (4.517)] [KD 4.641 (4.502)] 2024-10-12 21:44:24,193 - Train: 29.04% [363250/1251000] [290.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.008] [optim_t 0.228] [lr 0.002424] [CE 4.627 (4.462)] [KD 4.446 (4.502)] 2024-10-12 21:44:36,535 - Train: 29.04% [363300/1251000] [290.4/1000.0] [batch_t 0.224 (0.247)] [data_t 0.007] [optim_t 0.217] [lr 0.002424] [CE 4.933 (4.460)] [KD 4.644 (4.554)] 2024-10-12 21:44:48,542 - Train: 29.04% [363350/1251000] [290.4/1000.0] [batch_t 0.221 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.002424] [CE 4.246 (4.481)] [KD 4.614 (4.581)] 2024-10-12 21:45:00,635 - Train: 29.05% [363400/1251000] [290.5/1000.0] [batch_t 0.226 (0.242)] [data_t 0.010] [optim_t 0.215] [lr 0.002423] [CE 4.564 (4.476)] [KD 4.515 (4.575)] 2024-10-12 21:45:12,558 - Train: 29.05% [363450/1251000] [290.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.011] [optim_t 0.228] [lr 0.002423] [CE 3.774 (4.461)] [KD 4.051 (4.511)] 2024-10-12 21:45:24,671 - Train: 29.06% [363500/1251000] [290.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.011] [optim_t 0.223] [lr 0.002423] [CE 4.679 (4.523)] [KD 4.781 (4.544)] 2024-10-12 21:45:36,801 - Train: 29.06% [363550/1251000] [290.6/1000.0] [batch_t 0.220 (0.242)] [data_t 0.009] [optim_t 0.211] [lr 0.002423] [CE 5.062 (4.600)] [KD 4.708 (4.572)] 2024-10-12 21:45:48,647 - Train: 29.06% [363600/1251000] [290.6/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002423] [CE 4.257 (4.493)] [KD 4.363 (4.550)] 2024-10-12 21:46:00,484 - Train: 29.07% [363650/1251000] [290.7/1000.0] [batch_t 0.222 (0.237)] [data_t 0.008] [optim_t 0.214] [lr 0.002423] [CE 3.723 (4.532)] [KD 4.410 (4.551)] 2024-10-12 21:46:12,502 - Train: 29.07% [363700/1251000] [290.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002422] [CE 4.205 (4.457)] [KD 4.282 (4.468)] 2024-10-12 21:46:24,540 - Train: 29.08% [363750/1251000] [290.8/1000.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.211] [lr 0.002422] [CE 4.007 (4.510)] [KD 4.282 (4.564)] 2024-10-12 21:46:36,597 - Train: 29.08% [363800/1251000] [290.8/1000.0] [batch_t 0.218 (0.241)] [data_t 0.008] [optim_t 0.210] [lr 0.002422] [CE 4.560 (4.441)] [KD 4.826 (4.515)] 2024-10-12 21:46:48,447 - Train: 29.08% [363850/1251000] [290.8/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.224] [lr 0.002422] [CE 4.782 (4.430)] [KD 4.818 (4.533)] 2024-10-12 21:47:00,548 - Train: 29.09% [363900/1251000] [290.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.002422] [CE 4.292 (4.497)] [KD 4.473 (4.535)] 2024-10-12 21:47:13,025 - Train: 29.09% [363950/1251000] [290.9/1000.0] [batch_t 0.446 (0.249)] [data_t 0.007] [optim_t 0.439] [lr 0.002422] [CE 4.186 (4.523)] [KD 4.363 (4.499)] 2024-10-12 21:47:25,049 - Train: 29.10% [364000/1251000] [291.0/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.002422] [CE 4.576 (4.365)] [KD 4.755 (4.348)] 2024-10-12 21:47:43,186 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 35236] [top5_cnt 45081] [top_all 50000] 2024-10-12 21:47:43,187 - net: 70.472 (90.162) 2024-10-12 21:47:52,250 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.163)] [top1_cnt 38142] [top5_cnt 46512] [top_all 50000] 2024-10-12 21:47:52,250 - net_E: 76.284 (93.024) 2024-10-12 21:47:52,512 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.284 (epoch: 291)] 2024-10-12 21:47:52,513 - ==> Total time: 1 day, 1:09:45 Eta: 2 days, 13:18:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:48:08,546 - Train: 29.10% [364050/1251000] [291.0/1000.0] [batch_t 0.242 (0.306)] [data_t 0.009] [optim_t 0.233] [lr 0.002421] [CE 4.546 (4.488)] [KD 4.473 (4.537)] 2024-10-12 21:48:20,695 - Train: 29.10% [364100/1251000] [291.0/1000.0] [batch_t 0.217 (0.243)] [data_t 0.010] [optim_t 0.207] [lr 0.002421] [CE 4.821 (4.468)] [KD 4.670 (4.424)] 2024-10-12 21:48:33,050 - Train: 29.11% [364150/1251000] [291.1/1000.0] [batch_t 0.245 (0.247)] [data_t 0.006] [optim_t 0.239] [lr 0.002421] [CE 4.531 (4.462)] [KD 4.864 (4.492)] 2024-10-12 21:48:45,183 - Train: 29.11% [364200/1251000] [291.1/1000.0] [batch_t 0.248 (0.242)] [data_t 0.007] [optim_t 0.241] [lr 0.002421] [CE 4.955 (4.464)] [KD 4.805 (4.508)] 2024-10-12 21:48:56,980 - Train: 29.12% [364250/1251000] [291.2/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.002421] [CE 4.733 (4.416)] [KD 4.477 (4.432)] 2024-10-12 21:49:09,350 - Train: 29.12% [364300/1251000] [291.2/1000.0] [batch_t 0.227 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.002421] [CE 4.620 (4.482)] [KD 4.709 (4.504)] 2024-10-12 21:49:21,048 - Train: 29.12% [364350/1251000] [291.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002421] [CE 4.842 (4.397)] [KD 4.498 (4.390)] 2024-10-12 21:49:33,526 - Train: 29.13% [364400/1251000] [291.3/1000.0] [batch_t 0.243 (0.249)] [data_t 0.010] [optim_t 0.233] [lr 0.002420] [CE 4.245 (4.447)] [KD 4.423 (4.529)] 2024-10-12 21:49:45,920 - Train: 29.13% [364450/1251000] [291.3/1000.0] [batch_t 0.229 (0.248)] [data_t 0.009] [optim_t 0.220] [lr 0.002420] [CE 4.457 (4.445)] [KD 4.397 (4.500)] 2024-10-12 21:49:57,856 - Train: 29.14% [364500/1251000] [291.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002420] [CE 4.592 (4.513)] [KD 4.684 (4.547)] 2024-10-12 21:50:09,873 - Train: 29.14% [364550/1251000] [291.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002420] [CE 4.358 (4.492)] [KD 4.608 (4.541)] 2024-10-12 21:50:22,576 - Train: 29.14% [364600/1251000] [291.4/1000.0] [batch_t 0.229 (0.254)] [data_t 0.009] [optim_t 0.220] [lr 0.002420] [CE 4.433 (4.408)] [KD 4.657 (4.470)] 2024-10-12 21:50:34,512 - Train: 29.15% [364650/1251000] [291.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.006] [optim_t 0.229] [lr 0.002420] [CE 4.679 (4.482)] [KD 4.503 (4.483)] 2024-10-12 21:50:46,979 - Train: 29.15% [364700/1251000] [291.5/1000.0] [batch_t 0.223 (0.249)] [data_t 0.008] [optim_t 0.215] [lr 0.002420] [CE 4.236 (4.442)] [KD 4.449 (4.430)] 2024-10-12 21:50:59,340 - Train: 29.16% [364750/1251000] [291.6/1000.0] [batch_t 0.247 (0.247)] [data_t 0.008] [optim_t 0.239] [lr 0.002419] [CE 4.513 (4.556)] [KD 4.300 (4.526)] 2024-10-12 21:51:11,643 - Train: 29.16% [364800/1251000] [291.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.002419] [CE 4.617 (4.450)] [KD 4.445 (4.498)] 2024-10-12 21:51:23,812 - Train: 29.16% [364850/1251000] [291.6/1000.0] [batch_t 0.257 (0.243)] [data_t 0.008] [optim_t 0.249] [lr 0.002419] [CE 4.341 (4.462)] [KD 4.587 (4.525)] 2024-10-12 21:51:36,850 - Train: 29.17% [364900/1251000] [291.7/1000.0] [batch_t 0.238 (0.261)] [data_t 0.010] [optim_t 0.229] [lr 0.002419] [CE 4.457 (4.433)] [KD 4.354 (4.497)] 2024-10-12 21:51:48,755 - Train: 29.17% [364950/1251000] [291.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.006] [optim_t 0.228] [lr 0.002419] [CE 4.467 (4.484)] [KD 4.259 (4.499)] 2024-10-12 21:52:00,897 - Train: 29.18% [365000/1251000] [291.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002419] [CE 4.829 (4.526)] [KD 4.542 (4.491)] 2024-10-12 21:52:13,911 - Train: 29.18% [365050/1251000] [291.8/1000.0] [batch_t 0.227 (0.260)] [data_t 0.007] [optim_t 0.220] [lr 0.002418] [CE 4.409 (4.488)] [KD 4.418 (4.461)] 2024-10-12 21:52:26,133 - Train: 29.18% [365100/1251000] [291.8/1000.0] [batch_t 0.228 (0.244)] [data_t 0.006] [optim_t 0.222] [lr 0.002418] [CE 3.386 (4.462)] [KD 3.703 (4.440)] 2024-10-12 21:52:38,185 - Train: 29.19% [365150/1251000] [291.9/1000.0] [batch_t 0.257 (0.241)] [data_t 0.006] [optim_t 0.250] [lr 0.002418] [CE 4.034 (4.505)] [KD 4.204 (4.498)] 2024-10-12 21:52:51,290 - Train: 29.19% [365200/1251000] [291.9/1000.0] [batch_t 0.241 (0.262)] [data_t 0.008] [optim_t 0.233] [lr 0.002418] [CE 4.468 (4.501)] [KD 4.868 (4.556)] 2024-10-12 21:53:03,078 - Train: 29.20% [365250/1251000] [292.0/1000.0] [batch_t 0.245 (0.236)] [data_t 0.011] [optim_t 0.233] [lr 0.002418] [CE 4.620 (4.399)] [KD 4.685 (4.456)] 2024-10-12 21:53:23,193 - Test (net): 100.00% [50/50] [batch_t 0.050 (0.191)] [top1_cnt 35287] [top5_cnt 45111] [top_all 50000] 2024-10-12 21:53:23,193 - net: 70.574 (90.222) 2024-10-12 21:53:33,613 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.192)] [top1_cnt 38121] [top5_cnt 46499] [top_all 50000] 2024-10-12 21:53:33,614 - net_E: 76.242 (92.998) 2024-10-12 21:53:33,808 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.284 (epoch: 291)] 2024-10-12 21:53:33,808 - ==> Total time: 1 day, 1:15:26 Eta: 2 days, 13:14:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:53:39,976 - Train: 29.20% [365300/1251000] [292.0/1000.0] [batch_t 0.232 (0.360)] [data_t 0.009] [optim_t 0.223] [lr 0.002418] [CE 4.117 (4.407)] [KD 4.354 (4.382)] 2024-10-12 21:53:51,894 - Train: 29.20% [365350/1251000] [292.0/1000.0] [batch_t 0.223 (0.238)] [data_t 0.011] [optim_t 0.212] [lr 0.002418] [CE 4.510 (4.410)] [KD 4.500 (4.501)] 2024-10-12 21:54:04,264 - Train: 29.21% [365400/1251000] [292.1/1000.0] [batch_t 0.246 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.002417] [CE 4.328 (4.525)] [KD 4.308 (4.526)] 2024-10-12 21:54:16,954 - Train: 29.21% [365450/1251000] [292.1/1000.0] [batch_t 0.232 (0.254)] [data_t 0.009] [optim_t 0.223] [lr 0.002417] [CE 4.798 (4.495)] [KD 4.513 (4.523)] 2024-10-12 21:54:29,164 - Train: 29.22% [365500/1251000] [292.2/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.002417] [CE 4.382 (4.490)] [KD 4.353 (4.504)] 2024-10-12 21:54:40,915 - Train: 29.22% [365550/1251000] [292.2/1000.0] [batch_t 0.218 (0.235)] [data_t 0.009] [optim_t 0.209] [lr 0.002417] [CE 4.670 (4.483)] [KD 4.700 (4.498)] 2024-10-12 21:54:53,099 - Train: 29.22% [365600/1251000] [292.2/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.002417] [CE 4.332 (4.481)] [KD 4.390 (4.487)] 2024-10-12 21:55:04,933 - Train: 29.23% [365650/1251000] [292.3/1000.0] [batch_t 0.208 (0.237)] [data_t 0.007] [optim_t 0.200] [lr 0.002417] [CE 4.271 (4.480)] [KD 4.430 (4.486)] 2024-10-12 21:55:17,502 - Train: 29.23% [365700/1251000] [292.3/1000.0] [batch_t 0.234 (0.251)] [data_t 0.010] [optim_t 0.224] [lr 0.002417] [CE 4.081 (4.472)] [KD 4.424 (4.491)] 2024-10-12 21:55:29,827 - Train: 29.24% [365750/1251000] [292.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002416] [CE 4.319 (4.507)] [KD 4.418 (4.516)] 2024-10-12 21:55:41,962 - Train: 29.24% [365800/1251000] [292.4/1000.0] [batch_t 0.421 (0.243)] [data_t 0.007] [optim_t 0.414] [lr 0.002416] [CE 4.825 (4.404)] [KD 4.611 (4.459)] 2024-10-12 21:55:53,846 - Train: 29.24% [365850/1251000] [292.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002416] [CE 4.797 (4.441)] [KD 4.708 (4.517)] 2024-10-12 21:56:06,101 - Train: 29.25% [365900/1251000] [292.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.006] [optim_t 0.233] [lr 0.002416] [CE 4.471 (4.484)] [KD 4.555 (4.559)] 2024-10-12 21:56:18,011 - Train: 29.25% [365950/1251000] [292.5/1000.0] [batch_t 0.223 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.002416] [CE 3.884 (4.496)] [KD 4.363 (4.520)] 2024-10-12 21:56:30,116 - Train: 29.26% [366000/1251000] [292.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.002416] [CE 4.116 (4.543)] [KD 4.314 (4.563)] 2024-10-12 21:56:41,960 - Train: 29.26% [366050/1251000] [292.6/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.224] [lr 0.002416] [CE 4.848 (4.550)] [KD 4.572 (4.499)] 2024-10-12 21:56:54,531 - Train: 29.26% [366100/1251000] [292.6/1000.0] [batch_t 0.220 (0.251)] [data_t 0.010] [optim_t 0.209] [lr 0.002415] [CE 4.255 (4.468)] [KD 4.189 (4.496)] 2024-10-12 21:57:06,502 - Train: 29.27% [366150/1251000] [292.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.002415] [CE 4.527 (4.545)] [KD 4.586 (4.611)] 2024-10-12 21:57:18,598 - Train: 29.27% [366200/1251000] [292.7/1000.0] [batch_t 0.249 (0.242)] [data_t 0.007] [optim_t 0.243] [lr 0.002415] [CE 4.253 (4.452)] [KD 4.578 (4.504)] 2024-10-12 21:57:30,843 - Train: 29.28% [366250/1251000] [292.8/1000.0] [batch_t 0.246 (0.245)] [data_t 0.007] [optim_t 0.239] [lr 0.002415] [CE 4.467 (4.449)] [KD 4.590 (4.444)] 2024-10-12 21:57:43,417 - Train: 29.28% [366300/1251000] [292.8/1000.0] [batch_t 0.227 (0.251)] [data_t 0.010] [optim_t 0.216] [lr 0.002415] [CE 4.811 (4.488)] [KD 4.517 (4.479)] 2024-10-12 21:57:55,493 - Train: 29.28% [366350/1251000] [292.8/1000.0] [batch_t 0.217 (0.241)] [data_t 0.007] [optim_t 0.210] [lr 0.002415] [CE 4.542 (4.533)] [KD 4.660 (4.496)] 2024-10-12 21:58:08,028 - Train: 29.29% [366400/1251000] [292.9/1000.0] [batch_t 0.225 (0.251)] [data_t 0.009] [optim_t 0.216] [lr 0.002414] [CE 4.684 (4.454)] [KD 4.611 (4.529)] 2024-10-12 21:58:20,376 - Train: 29.29% [366450/1251000] [292.9/1000.0] [batch_t 0.222 (0.247)] [data_t 0.010] [optim_t 0.212] [lr 0.002414] [CE 4.557 (4.482)] [KD 4.451 (4.548)] 2024-10-12 21:58:32,358 - Train: 29.30% [366500/1251000] [293.0/1000.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.210] [lr 0.002414] [CE 3.936 (4.431)] [KD 4.367 (4.510)] 2024-10-12 21:58:51,281 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.163)] [top1_cnt 35544] [top5_cnt 45110] [top_all 50000] 2024-10-12 21:58:51,282 - net: 71.088 (90.220) 2024-10-12 21:59:00,698 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.172)] [top1_cnt 38129] [top5_cnt 46476] [top_all 50000] 2024-10-12 21:59:00,699 - net_E: 76.258 (92.952) 2024-10-12 21:59:00,894 - Max [top1: 71.460 (epoch: 281)] [top1-ema: 76.284 (epoch: 291)] 2024-10-12 21:59:00,895 - ==> Total time: 1 day, 1:20:53 Eta: 2 days, 13:09:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 21:59:08,581 - Train: 29.30% [366550/1251000] [293.0/1000.0] [batch_t 0.245 (0.316)] [data_t 0.006] [optim_t 0.239] [lr 0.002414] [CE 4.272 (4.494)] [KD 4.320 (4.456)] 2024-10-12 21:59:20,577 - Train: 29.30% [366600/1251000] [293.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.006] [optim_t 0.227] [lr 0.002414] [CE 4.152 (4.395)] [KD 4.274 (4.408)] 2024-10-12 21:59:33,554 - Train: 29.31% [366650/1251000] [293.1/1000.0] [batch_t 0.239 (0.259)] [data_t 0.006] [optim_t 0.232] [lr 0.002414] [CE 4.222 (4.558)] [KD 4.311 (4.560)] 2024-10-12 21:59:45,543 - Train: 29.31% [366700/1251000] [293.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.002414] [CE 3.994 (4.396)] [KD 4.331 (4.440)] 2024-10-12 21:59:57,336 - Train: 29.32% [366750/1251000] [293.2/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.217] [lr 0.002413] [CE 4.535 (4.403)] [KD 4.506 (4.409)] 2024-10-12 22:00:09,892 - Train: 29.32% [366800/1251000] [293.2/1000.0] [batch_t 0.257 (0.251)] [data_t 0.008] [optim_t 0.249] [lr 0.002413] [CE 5.012 (4.448)] [KD 4.626 (4.411)] 2024-10-12 22:00:22,477 - Train: 29.32% [366850/1251000] [293.2/1000.0] [batch_t 0.245 (0.252)] [data_t 0.007] [optim_t 0.238] [lr 0.002413] [CE 4.644 (4.438)] [KD 4.556 (4.432)] 2024-10-12 22:00:34,584 - Train: 29.33% [366900/1251000] [293.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.234] [lr 0.002413] [CE 4.388 (4.483)] [KD 4.530 (4.524)] 2024-10-12 22:00:46,759 - Train: 29.33% [366950/1251000] [293.3/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002413] [CE 4.555 (4.507)] [KD 4.431 (4.552)] 2024-10-12 22:00:58,892 - Train: 29.34% [367000/1251000] [293.4/1000.0] [batch_t 0.243 (0.242)] [data_t 0.007] [optim_t 0.237] [lr 0.002413] [CE 4.075 (4.446)] [KD 4.353 (4.508)] 2024-10-12 22:01:11,724 - Train: 29.34% [367050/1251000] [293.4/1000.0] [batch_t 0.241 (0.256)] [data_t 0.010] [optim_t 0.231] [lr 0.002413] [CE 4.342 (4.489)] [KD 4.745 (4.514)] 2024-10-12 22:01:24,554 - Train: 29.34% [367100/1251000] [293.4/1000.0] [batch_t 0.234 (0.256)] [data_t 0.007] [optim_t 0.227] [lr 0.002412] [CE 4.616 (4.551)] [KD 4.606 (4.656)] 2024-10-12 22:01:36,621 - Train: 29.35% [367150/1251000] [293.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.002412] [CE 3.798 (4.393)] [KD 4.112 (4.539)] 2024-10-12 22:01:49,061 - Train: 29.35% [367200/1251000] [293.5/1000.0] [batch_t 0.241 (0.249)] [data_t 0.006] [optim_t 0.235] [lr 0.002412] [CE 4.570 (4.482)] [KD 4.457 (4.518)] 2024-10-12 22:02:01,868 - Train: 29.36% [367250/1251000] [293.6/1000.0] [batch_t 0.225 (0.256)] [data_t 0.011] [optim_t 0.214] [lr 0.002412] [CE 4.370 (4.497)] [KD 4.748 (4.479)] 2024-10-12 22:02:14,374 - Train: 29.36% [367300/1251000] [293.6/1000.0] [batch_t 0.244 (0.250)] [data_t 0.006] [optim_t 0.238] [lr 0.002412] [CE 4.969 (4.492)] [KD 4.689 (4.565)] 2024-10-12 22:02:26,360 - Train: 29.36% [367350/1251000] [293.6/1000.0] [batch_t 0.245 (0.240)] [data_t 0.006] [optim_t 0.239] [lr 0.002412] [CE 4.359 (4.458)] [KD 4.529 (4.506)] 2024-10-12 22:02:38,427 - Train: 29.37% [367400/1251000] [293.7/1000.0] [batch_t 0.249 (0.241)] [data_t 0.006] [optim_t 0.242] [lr 0.002412] [CE 3.773 (4.486)] [KD 4.465 (4.584)] 2024-10-12 22:02:51,591 - Train: 29.37% [367450/1251000] [293.7/1000.0] [batch_t 0.237 (0.263)] [data_t 0.006] [optim_t 0.231] [lr 0.002411] [CE 4.189 (4.490)] [KD 4.436 (4.530)] 2024-10-12 22:03:04,079 - Train: 29.38% [367500/1251000] [293.8/1000.0] [batch_t 0.260 (0.250)] [data_t 0.007] [optim_t 0.253] [lr 0.002411] [CE 4.624 (4.520)] [KD 4.698 (4.521)] 2024-10-12 22:03:16,262 - Train: 29.38% [367550/1251000] [293.8/1000.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.002411] [CE 4.620 (4.459)] [KD 4.534 (4.487)] 2024-10-12 22:03:28,459 - Train: 29.38% [367600/1251000] [293.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002411] [CE 4.388 (4.402)] [KD 4.353 (4.421)] 2024-10-12 22:03:41,287 - Train: 29.39% [367650/1251000] [293.9/1000.0] [batch_t 0.229 (0.256)] [data_t 0.008] [optim_t 0.221] [lr 0.002411] [CE 4.687 (4.498)] [KD 4.743 (4.536)] 2024-10-12 22:03:53,448 - Train: 29.39% [367700/1251000] [293.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.002411] [CE 4.531 (4.414)] [KD 4.501 (4.513)] 2024-10-12 22:04:05,783 - Train: 29.40% [367750/1251000] [294.0/1000.0] [batch_t 0.221 (0.247)] [data_t 0.010] [optim_t 0.212] [lr 0.002410] [CE 4.168 (4.411)] [KD 4.626 (4.479)] 2024-10-12 22:04:25,395 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.177)] [top1_cnt 35977] [top5_cnt 45378] [top_all 50000] 2024-10-12 22:04:25,396 - net: 71.954 (90.756) 2024-10-12 22:04:34,783 - Test (net_E): 100.00% [50/50] [batch_t 0.233 (0.171)] [top1_cnt 38149] [top5_cnt 46510] [top_all 50000] 2024-10-12 22:04:34,784 - net_E: 76.298 (93.020) 2024-10-12 22:04:34,979 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.298 (epoch: 294)] 2024-10-12 22:04:34,980 - ==> Total time: 1 day, 1:26:27 Eta: 2 days, 13:05:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:04:53,782 - Train: 29.40% [367800/1251000] [294.0/1000.0] [batch_t 0.224 (0.320)] [data_t 0.008] [optim_t 0.216] [lr 0.002410] [CE 4.228 (4.601)] [KD 4.116 (4.377)] 2024-10-12 22:05:06,009 - Train: 29.40% [367850/1251000] [294.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.002410] [CE 5.119 (4.512)] [KD 5.043 (4.473)] 2024-10-12 22:05:18,673 - Train: 29.41% [367900/1251000] [294.1/1000.0] [batch_t 0.241 (0.253)] [data_t 0.010] [optim_t 0.231] [lr 0.002410] [CE 4.911 (4.488)] [KD 4.576 (4.532)] 2024-10-12 22:05:30,282 - Train: 29.41% [367950/1251000] [294.1/1000.0] [batch_t 0.245 (0.232)] [data_t 0.009] [optim_t 0.236] [lr 0.002410] [CE 4.569 (4.421)] [KD 4.574 (4.498)] 2024-10-12 22:05:42,054 - Train: 29.42% [368000/1251000] [294.2/1000.0] [batch_t 0.257 (0.235)] [data_t 0.008] [optim_t 0.249] [lr 0.002410] [CE 4.007 (4.469)] [KD 4.596 (4.584)] 2024-10-12 22:05:54,341 - Train: 29.42% [368050/1251000] [294.2/1000.0] [batch_t 0.229 (0.246)] [data_t 0.008] [optim_t 0.221] [lr 0.002410] [CE 4.060 (4.455)] [KD 4.443 (4.486)] 2024-10-12 22:06:06,493 - Train: 29.42% [368100/1251000] [294.2/1000.0] [batch_t 0.257 (0.243)] [data_t 0.007] [optim_t 0.250] [lr 0.002409] [CE 4.716 (4.425)] [KD 4.676 (4.465)] 2024-10-12 22:06:18,726 - Train: 29.43% [368150/1251000] [294.3/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.002409] [CE 4.454 (4.477)] [KD 4.681 (4.505)] 2024-10-12 22:06:31,161 - Train: 29.43% [368200/1251000] [294.3/1000.0] [batch_t 0.219 (0.248)] [data_t 0.009] [optim_t 0.210] [lr 0.002409] [CE 4.608 (4.483)] [KD 4.380 (4.543)] 2024-10-12 22:06:43,628 - Train: 29.44% [368250/1251000] [294.4/1000.0] [batch_t 0.242 (0.249)] [data_t 0.010] [optim_t 0.232] [lr 0.002409] [CE 4.239 (4.517)] [KD 4.263 (4.525)] 2024-10-12 22:06:55,902 - Train: 29.44% [368300/1251000] [294.4/1000.0] [batch_t 0.246 (0.245)] [data_t 0.010] [optim_t 0.236] [lr 0.002409] [CE 4.902 (4.518)] [KD 4.504 (4.532)] 2024-10-12 22:07:08,098 - Train: 29.44% [368350/1251000] [294.4/1000.0] [batch_t 0.222 (0.244)] [data_t 0.008] [optim_t 0.214] [lr 0.002409] [CE 4.603 (4.525)] [KD 4.456 (4.470)] 2024-10-12 22:07:20,012 - Train: 29.45% [368400/1251000] [294.5/1000.0] [batch_t 0.243 (0.238)] [data_t 0.008] [optim_t 0.235] [lr 0.002409] [CE 4.434 (4.500)] [KD 4.429 (4.488)] 2024-10-12 22:07:31,964 - Train: 29.45% [368450/1251000] [294.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.002408] [CE 4.336 (4.542)] [KD 4.347 (4.529)] 2024-10-12 22:07:44,502 - Train: 29.46% [368500/1251000] [294.6/1000.0] [batch_t 0.252 (0.251)] [data_t 0.006] [optim_t 0.245] [lr 0.002408] [CE 3.985 (4.473)] [KD 4.375 (4.530)] 2024-10-12 22:07:56,907 - Train: 29.46% [368550/1251000] [294.6/1000.0] [batch_t 0.245 (0.248)] [data_t 0.007] [optim_t 0.238] [lr 0.002408] [CE 4.484 (4.465)] [KD 4.352 (4.422)] 2024-10-12 22:08:08,940 - Train: 29.46% [368600/1251000] [294.6/1000.0] [batch_t 0.225 (0.240)] [data_t 0.010] [optim_t 0.215] [lr 0.002408] [CE 4.307 (4.394)] [KD 4.371 (4.390)] 2024-10-12 22:08:21,247 - Train: 29.47% [368650/1251000] [294.7/1000.0] [batch_t 0.227 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.002408] [CE 4.484 (4.530)] [KD 4.392 (4.548)] 2024-10-12 22:08:33,387 - Train: 29.47% [368700/1251000] [294.7/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.002408] [CE 4.456 (4.455)] [KD 4.607 (4.473)] 2024-10-12 22:08:45,376 - Train: 29.48% [368750/1251000] [294.8/1000.0] [batch_t 0.422 (0.240)] [data_t 0.007] [optim_t 0.415] [lr 0.002408] [CE 4.252 (4.403)] [KD 4.310 (4.464)] 2024-10-12 22:08:57,333 - Train: 29.48% [368800/1251000] [294.8/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.002407] [CE 4.257 (4.370)] [KD 4.374 (4.500)] 2024-10-12 22:09:09,517 - Train: 29.48% [368850/1251000] [294.8/1000.0] [batch_t 0.240 (0.243)] [data_t 0.007] [optim_t 0.233] [lr 0.002407] [CE 4.710 (4.445)] [KD 4.485 (4.445)] 2024-10-12 22:09:22,235 - Train: 29.49% [368900/1251000] [294.9/1000.0] [batch_t 0.225 (0.254)] [data_t 0.006] [optim_t 0.219] [lr 0.002407] [CE 4.665 (4.442)] [KD 4.725 (4.445)] 2024-10-12 22:09:34,650 - Train: 29.49% [368950/1251000] [294.9/1000.0] [batch_t 0.251 (0.248)] [data_t 0.006] [optim_t 0.245] [lr 0.002407] [CE 4.594 (4.523)] [KD 4.781 (4.570)] 2024-10-12 22:09:46,800 - Train: 29.50% [369000/1251000] [295.0/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.002407] [CE 4.611 (4.482)] [KD 4.454 (4.557)] 2024-10-12 22:10:06,563 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.182)] [top1_cnt 35514] [top5_cnt 45172] [top_all 50000] 2024-10-12 22:10:06,564 - net: 71.028 (90.344) 2024-10-12 22:10:16,235 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 38139] [top5_cnt 46500] [top_all 50000] 2024-10-12 22:10:16,236 - net_E: 76.278 (93.000) 2024-10-12 22:10:16,459 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.298 (epoch: 294)] 2024-10-12 22:10:16,460 - ==> Total time: 1 day, 1:32:09 Eta: 2 days, 13:01:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:10:21,248 - Train: 29.50% [369050/1251000] [295.0/1000.0] [batch_t 0.238 (0.360)] [data_t 0.007] [optim_t 0.231] [lr 0.002407] [CE 5.029 (4.653)] [KD 4.620 (4.417)] 2024-10-12 22:10:33,643 - Train: 29.50% [369100/1251000] [295.0/1000.0] [batch_t 0.230 (0.248)] [data_t 0.009] [optim_t 0.221] [lr 0.002406] [CE 4.702 (4.424)] [KD 4.578 (4.451)] 2024-10-12 22:10:46,293 - Train: 29.51% [369150/1251000] [295.1/1000.0] [batch_t 0.244 (0.253)] [data_t 0.009] [optim_t 0.234] [lr 0.002406] [CE 4.321 (4.508)] [KD 4.620 (4.521)] 2024-10-12 22:10:57,956 - Train: 29.51% [369200/1251000] [295.1/1000.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.002406] [CE 4.572 (4.403)] [KD 4.479 (4.490)] 2024-10-12 22:11:10,087 - Train: 29.52% [369250/1251000] [295.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.006] [optim_t 0.225] [lr 0.002406] [CE 4.375 (4.477)] [KD 4.420 (4.462)] 2024-10-12 22:11:22,254 - Train: 29.52% [369300/1251000] [295.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.002406] [CE 4.910 (4.467)] [KD 4.575 (4.447)] 2024-10-12 22:11:34,562 - Train: 29.52% [369350/1251000] [295.2/1000.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.002406] [CE 4.711 (4.476)] [KD 4.562 (4.465)] 2024-10-12 22:11:47,132 - Train: 29.53% [369400/1251000] [295.3/1000.0] [batch_t 0.226 (0.251)] [data_t 0.007] [optim_t 0.219] [lr 0.002406] [CE 4.587 (4.455)] [KD 4.693 (4.520)] 2024-10-12 22:11:59,146 - Train: 29.53% [369450/1251000] [295.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.002405] [CE 4.692 (4.473)] [KD 4.615 (4.501)] 2024-10-12 22:12:11,357 - Train: 29.54% [369500/1251000] [295.4/1000.0] [batch_t 0.501 (0.244)] [data_t 0.007] [optim_t 0.495] [lr 0.002405] [CE 4.652 (4.525)] [KD 4.591 (4.560)] 2024-10-12 22:12:23,785 - Train: 29.54% [369550/1251000] [295.4/1000.0] [batch_t 0.222 (0.248)] [data_t 0.008] [optim_t 0.214] [lr 0.002405] [CE 4.511 (4.539)] [KD 4.902 (4.562)] 2024-10-12 22:12:35,503 - Train: 29.54% [369600/1251000] [295.4/1000.0] [batch_t 0.227 (0.234)] [data_t 0.008] [optim_t 0.220] [lr 0.002405] [CE 4.854 (4.466)] [KD 4.734 (4.490)] 2024-10-12 22:12:47,420 - Train: 29.55% [369650/1251000] [295.5/1000.0] [batch_t 0.217 (0.238)] [data_t 0.008] [optim_t 0.209] [lr 0.002405] [CE 4.680 (4.446)] [KD 4.705 (4.461)] 2024-10-12 22:12:59,663 - Train: 29.55% [369700/1251000] [295.5/1000.0] [batch_t 0.225 (0.245)] [data_t 0.006] [optim_t 0.218] [lr 0.002405] [CE 4.898 (4.433)] [KD 4.682 (4.455)] 2024-10-12 22:13:12,264 - Train: 29.56% [369750/1251000] [295.6/1000.0] [batch_t 0.237 (0.252)] [data_t 0.010] [optim_t 0.226] [lr 0.002405] [CE 4.510 (4.499)] [KD 4.403 (4.446)] 2024-10-12 22:13:24,189 - Train: 29.56% [369800/1251000] [295.6/1000.0] [batch_t 0.231 (0.238)] [data_t 0.007] [optim_t 0.224] [lr 0.002404] [CE 4.668 (4.535)] [KD 4.668 (4.508)] 2024-10-12 22:13:36,572 - Train: 29.56% [369850/1251000] [295.6/1000.0] [batch_t 0.219 (0.247)] [data_t 0.008] [optim_t 0.211] [lr 0.002404] [CE 4.652 (4.396)] [KD 4.837 (4.410)] 2024-10-12 22:13:48,550 - Train: 29.57% [369900/1251000] [295.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002404] [CE 4.639 (4.483)] [KD 4.386 (4.516)] 2024-10-12 22:14:01,284 - Train: 29.57% [369950/1251000] [295.7/1000.0] [batch_t 0.225 (0.255)] [data_t 0.007] [optim_t 0.218] [lr 0.002404] [CE 4.266 (4.410)] [KD 4.402 (4.487)] 2024-10-12 22:14:13,769 - Train: 29.58% [370000/1251000] [295.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.006] [optim_t 0.232] [lr 0.002404] [CE 4.558 (4.510)] [KD 4.828 (4.572)] 2024-10-12 22:14:25,872 - Train: 29.58% [370050/1251000] [295.8/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.002404] [CE 4.743 (4.498)] [KD 4.656 (4.491)] 2024-10-12 22:14:37,478 - Train: 29.58% [370100/1251000] [295.8/1000.0] [batch_t 0.219 (0.232)] [data_t 0.010] [optim_t 0.210] [lr 0.002403] [CE 4.451 (4.527)] [KD 4.563 (4.497)] 2024-10-12 22:14:49,981 - Train: 29.59% [370150/1251000] [295.9/1000.0] [batch_t 0.222 (0.250)] [data_t 0.008] [optim_t 0.214] [lr 0.002403] [CE 4.008 (4.516)] [KD 4.295 (4.514)] 2024-10-12 22:15:02,235 - Train: 29.59% [370200/1251000] [295.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002403] [CE 4.699 (4.500)] [KD 4.476 (4.522)] 2024-10-12 22:15:14,345 - Train: 29.60% [370250/1251000] [296.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.002403] [CE 4.403 (4.448)] [KD 4.539 (4.483)] 2024-10-12 22:15:34,375 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.171)] [top1_cnt 35595] [top5_cnt 45239] [top_all 50000] 2024-10-12 22:15:34,376 - net: 71.190 (90.478) 2024-10-12 22:15:43,431 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 38131] [top5_cnt 46493] [top_all 50000] 2024-10-12 22:15:43,432 - net_E: 76.262 (92.986) 2024-10-12 22:15:43,654 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.298 (epoch: 294)] 2024-10-12 22:15:43,655 - ==> Total time: 1 day, 1:37:36 Eta: 2 days, 12:57:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:15:49,081 - Train: 29.60% [370300/1251000] [296.0/1000.0] [batch_t 0.419 (0.466)] [data_t 0.008] [optim_t 0.411] [lr 0.002403] [CE 4.423 (4.372)] [KD 4.357 (4.257)] 2024-10-12 22:16:01,048 - Train: 29.60% [370350/1251000] [296.0/1000.0] [batch_t 0.233 (0.239)] [data_t 0.011] [optim_t 0.223] [lr 0.002403] [CE 4.442 (4.416)] [KD 4.401 (4.395)] 2024-10-12 22:16:12,968 - Train: 29.61% [370400/1251000] [296.1/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.002403] [CE 4.554 (4.400)] [KD 4.395 (4.413)] 2024-10-12 22:16:25,848 - Train: 29.61% [370450/1251000] [296.1/1000.0] [batch_t 0.219 (0.257)] [data_t 0.010] [optim_t 0.209] [lr 0.002402] [CE 4.219 (4.437)] [KD 4.069 (4.461)] 2024-10-12 22:16:38,494 - Train: 29.62% [370500/1251000] [296.2/1000.0] [batch_t 0.241 (0.253)] [data_t 0.010] [optim_t 0.231] [lr 0.002402] [CE 4.121 (4.445)] [KD 4.347 (4.464)] 2024-10-12 22:16:50,290 - Train: 29.62% [370550/1251000] [296.2/1000.0] [batch_t 0.246 (0.236)] [data_t 0.010] [optim_t 0.237] [lr 0.002402] [CE 4.085 (4.462)] [KD 4.246 (4.548)] 2024-10-12 22:17:02,321 - Train: 29.62% [370600/1251000] [296.2/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.002402] [CE 4.662 (4.451)] [KD 4.298 (4.550)] 2024-10-12 22:17:14,724 - Train: 29.63% [370650/1251000] [296.3/1000.0] [batch_t 0.222 (0.248)] [data_t 0.006] [optim_t 0.216] [lr 0.002402] [CE 4.589 (4.450)] [KD 4.686 (4.523)] 2024-10-12 22:17:27,024 - Train: 29.63% [370700/1251000] [296.3/1000.0] [batch_t 0.225 (0.246)] [data_t 0.010] [optim_t 0.215] [lr 0.002402] [CE 4.879 (4.415)] [KD 4.471 (4.430)] 2024-10-12 22:17:39,497 - Train: 29.64% [370750/1251000] [296.4/1000.0] [batch_t 0.223 (0.249)] [data_t 0.008] [optim_t 0.215] [lr 0.002402] [CE 4.582 (4.457)] [KD 4.653 (4.455)] 2024-10-12 22:17:51,372 - Train: 29.64% [370800/1251000] [296.4/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.217] [lr 0.002401] [CE 4.477 (4.459)] [KD 4.596 (4.546)] 2024-10-12 22:18:03,289 - Train: 29.64% [370850/1251000] [296.4/1000.0] [batch_t 0.227 (0.238)] [data_t 0.008] [optim_t 0.219] [lr 0.002401] [CE 4.421 (4.493)] [KD 4.422 (4.581)] 2024-10-12 22:18:15,757 - Train: 29.65% [370900/1251000] [296.5/1000.0] [batch_t 0.248 (0.249)] [data_t 0.009] [optim_t 0.239] [lr 0.002401] [CE 4.395 (4.445)] [KD 4.328 (4.516)] 2024-10-12 22:18:27,719 - Train: 29.65% [370950/1251000] [296.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.002401] [CE 4.680 (4.465)] [KD 4.398 (4.481)] 2024-10-12 22:18:39,522 - Train: 29.66% [371000/1251000] [296.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.002401] [CE 4.594 (4.454)] [KD 4.580 (4.552)] 2024-10-12 22:18:52,055 - Train: 29.66% [371050/1251000] [296.6/1000.0] [batch_t 0.444 (0.250)] [data_t 0.010] [optim_t 0.434] [lr 0.002401] [CE 4.453 (4.484)] [KD 4.439 (4.488)] 2024-10-12 22:19:04,411 - Train: 29.66% [371100/1251000] [296.6/1000.0] [batch_t 0.226 (0.247)] [data_t 0.010] [optim_t 0.216] [lr 0.002400] [CE 4.006 (4.568)] [KD 3.889 (4.542)] 2024-10-12 22:19:16,003 - Train: 29.67% [371150/1251000] [296.7/1000.0] [batch_t 0.232 (0.232)] [data_t 0.010] [optim_t 0.222] [lr 0.002400] [CE 4.731 (4.427)] [KD 4.523 (4.500)] 2024-10-12 22:19:27,598 - Train: 29.67% [371200/1251000] [296.7/1000.0] [batch_t 0.235 (0.232)] [data_t 0.007] [optim_t 0.228] [lr 0.002400] [CE 4.618 (4.539)] [KD 4.530 (4.579)] 2024-10-12 22:19:40,348 - Train: 29.68% [371250/1251000] [296.8/1000.0] [batch_t 0.233 (0.255)] [data_t 0.008] [optim_t 0.225] [lr 0.002400] [CE 4.435 (4.538)] [KD 4.275 (4.500)] 2024-10-12 22:19:52,548 - Train: 29.68% [371300/1251000] [296.8/1000.0] [batch_t 0.220 (0.244)] [data_t 0.009] [optim_t 0.211] [lr 0.002400] [CE 3.931 (4.489)] [KD 4.025 (4.491)] 2024-10-12 22:20:04,361 - Train: 29.68% [371350/1251000] [296.8/1000.0] [batch_t 0.249 (0.236)] [data_t 0.008] [optim_t 0.241] [lr 0.002400] [CE 4.421 (4.425)] [KD 4.592 (4.483)] 2024-10-12 22:20:16,977 - Train: 29.69% [371400/1251000] [296.9/1000.0] [batch_t 0.258 (0.252)] [data_t 0.010] [optim_t 0.248] [lr 0.002400] [CE 3.828 (4.448)] [KD 4.634 (4.495)] 2024-10-12 22:20:29,063 - Train: 29.69% [371450/1251000] [296.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.011] [optim_t 0.221] [lr 0.002399] [CE 4.464 (4.497)] [KD 4.491 (4.548)] 2024-10-12 22:20:41,229 - Train: 29.70% [371500/1251000] [297.0/1000.0] [batch_t 0.223 (0.243)] [data_t 0.008] [optim_t 0.215] [lr 0.002399] [CE 4.805 (4.482)] [KD 4.606 (4.486)] 2024-10-12 22:21:00,956 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.161)] [top1_cnt 35209] [top5_cnt 45067] [top_all 50000] 2024-10-12 22:21:00,957 - net: 70.418 (90.134) 2024-10-12 22:21:10,015 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 38174] [top5_cnt 46483] [top_all 50000] 2024-10-12 22:21:10,016 - net_E: 76.348 (92.966) 2024-10-12 22:21:10,239 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.348 (epoch: 297)] 2024-10-12 22:21:10,240 - ==> Total time: 1 day, 1:43:03 Eta: 2 days, 12:52:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:21:23,188 - Train: 29.70% [371550/1251000] [297.0/1000.0] [batch_t 0.214 (0.411)] [data_t 0.008] [optim_t 0.206] [lr 0.002399] [CE 4.423 (4.602)] [KD 4.651 (4.648)] 2024-10-12 22:21:34,825 - Train: 29.70% [371600/1251000] [297.0/1000.0] [batch_t 0.222 (0.233)] [data_t 0.008] [optim_t 0.214] [lr 0.002399] [CE 5.055 (4.375)] [KD 4.721 (4.422)] 2024-10-12 22:21:47,404 - Train: 29.71% [371650/1251000] [297.1/1000.0] [batch_t 0.225 (0.251)] [data_t 0.007] [optim_t 0.218] [lr 0.002399] [CE 4.113 (4.448)] [KD 4.297 (4.437)] 2024-10-12 22:21:59,861 - Train: 29.71% [371700/1251000] [297.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.002399] [CE 4.741 (4.392)] [KD 4.556 (4.392)] 2024-10-12 22:22:11,545 - Train: 29.72% [371750/1251000] [297.2/1000.0] [batch_t 0.227 (0.234)] [data_t 0.007] [optim_t 0.220] [lr 0.002399] [CE 4.470 (4.402)] [KD 4.583 (4.460)] 2024-10-12 22:22:23,781 - Train: 29.72% [371800/1251000] [297.2/1000.0] [batch_t 0.242 (0.245)] [data_t 0.006] [optim_t 0.236] [lr 0.002398] [CE 4.842 (4.528)] [KD 4.519 (4.522)] 2024-10-12 22:22:36,273 - Train: 29.72% [371850/1251000] [297.2/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.002398] [CE 4.757 (4.479)] [KD 4.687 (4.504)] 2024-10-12 22:22:48,186 - Train: 29.73% [371900/1251000] [297.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.006] [optim_t 0.231] [lr 0.002398] [CE 4.259 (4.521)] [KD 4.579 (4.520)] 2024-10-12 22:23:00,540 - Train: 29.73% [371950/1251000] [297.3/1000.0] [batch_t 0.244 (0.247)] [data_t 0.007] [optim_t 0.236] [lr 0.002398] [CE 4.804 (4.426)] [KD 4.595 (4.459)] 2024-10-12 22:23:13,286 - Train: 29.74% [372000/1251000] [297.4/1000.0] [batch_t 0.228 (0.255)] [data_t 0.007] [optim_t 0.222] [lr 0.002398] [CE 4.060 (4.481)] [KD 4.229 (4.498)] 2024-10-12 22:23:25,878 - Train: 29.74% [372050/1251000] [297.4/1000.0] [batch_t 0.235 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.002398] [CE 4.539 (4.477)] [KD 4.457 (4.478)] 2024-10-12 22:23:38,299 - Train: 29.74% [372100/1251000] [297.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.010] [optim_t 0.224] [lr 0.002397] [CE 4.383 (4.507)] [KD 4.267 (4.506)] 2024-10-12 22:23:50,563 - Train: 29.75% [372150/1251000] [297.5/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.220] [lr 0.002397] [CE 4.488 (4.499)] [KD 4.669 (4.526)] 2024-10-12 22:24:02,136 - Train: 29.75% [372200/1251000] [297.5/1000.0] [batch_t 0.223 (0.231)] [data_t 0.008] [optim_t 0.215] [lr 0.002397] [CE 4.552 (4.522)] [KD 4.706 (4.570)] 2024-10-12 22:24:14,660 - Train: 29.76% [372250/1251000] [297.6/1000.0] [batch_t 0.244 (0.250)] [data_t 0.008] [optim_t 0.237] [lr 0.002397] [CE 4.342 (4.424)] [KD 4.671 (4.507)] 2024-10-12 22:24:27,025 - Train: 29.76% [372300/1251000] [297.6/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.002397] [CE 5.270 (4.546)] [KD 5.195 (4.553)] 2024-10-12 22:24:39,050 - Train: 29.76% [372350/1251000] [297.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.008] [optim_t 0.232] [lr 0.002397] [CE 4.602 (4.501)] [KD 4.702 (4.535)] 2024-10-12 22:24:51,343 - Train: 29.77% [372400/1251000] [297.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.002397] [CE 5.037 (4.454)] [KD 4.681 (4.514)] 2024-10-12 22:25:03,612 - Train: 29.77% [372450/1251000] [297.7/1000.0] [batch_t 0.217 (0.245)] [data_t 0.010] [optim_t 0.207] [lr 0.002396] [CE 4.414 (4.448)] [KD 4.457 (4.503)] 2024-10-12 22:25:15,429 - Train: 29.78% [372500/1251000] [297.8/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.002396] [CE 4.643 (4.486)] [KD 4.729 (4.530)] 2024-10-12 22:25:27,749 - Train: 29.78% [372550/1251000] [297.8/1000.0] [batch_t 0.230 (0.246)] [data_t 0.010] [optim_t 0.221] [lr 0.002396] [CE 4.411 (4.481)] [KD 4.477 (4.488)] 2024-10-12 22:25:40,307 - Train: 29.78% [372600/1251000] [297.8/1000.0] [batch_t 0.430 (0.251)] [data_t 0.007] [optim_t 0.423] [lr 0.002396] [CE 4.856 (4.555)] [KD 4.584 (4.537)] 2024-10-12 22:25:52,873 - Train: 29.79% [372650/1251000] [297.9/1000.0] [batch_t 0.234 (0.251)] [data_t 0.008] [optim_t 0.226] [lr 0.002396] [CE 3.900 (4.462)] [KD 4.139 (4.492)] 2024-10-12 22:26:04,993 - Train: 29.79% [372700/1251000] [297.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002396] [CE 4.070 (4.450)] [KD 4.377 (4.508)] 2024-10-12 22:26:17,301 - Train: 29.80% [372750/1251000] [298.0/1000.0] [batch_t 0.228 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.002396] [CE 4.398 (4.454)] [KD 4.562 (4.476)] 2024-10-12 22:26:37,568 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.173)] [top1_cnt 35424] [top5_cnt 45186] [top_all 50000] 2024-10-12 22:26:37,569 - net: 70.848 (90.372) 2024-10-12 22:26:46,587 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 38173] [top5_cnt 46480] [top_all 50000] 2024-10-12 22:26:46,588 - net_E: 76.346 (92.960) 2024-10-12 22:26:46,812 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.348 (epoch: 297)] 2024-10-12 22:26:46,813 - ==> Total time: 1 day, 1:48:39 Eta: 2 days, 12:48:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:26:51,104 - Train: 29.80% [372800/1251000] [298.0/1000.0] [batch_t 0.217 (0.561)] [data_t 0.007] [optim_t 0.210] [lr 0.002395] [CE 4.008 (4.112)] [KD 4.245 (4.244)] 2024-10-12 22:27:02,973 - Train: 29.80% [372850/1251000] [298.0/1000.0] [batch_t 0.248 (0.237)] [data_t 0.007] [optim_t 0.241] [lr 0.002395] [CE 4.155 (4.496)] [KD 4.373 (4.414)] 2024-10-12 22:27:15,633 - Train: 29.81% [372900/1251000] [298.1/1000.0] [batch_t 0.221 (0.253)] [data_t 0.006] [optim_t 0.215] [lr 0.002395] [CE 4.676 (4.460)] [KD 4.666 (4.488)] 2024-10-12 22:27:27,601 - Train: 29.81% [372950/1251000] [298.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.002395] [CE 4.922 (4.475)] [KD 4.705 (4.514)] 2024-10-12 22:27:39,258 - Train: 29.82% [373000/1251000] [298.2/1000.0] [batch_t 0.233 (0.233)] [data_t 0.007] [optim_t 0.226] [lr 0.002395] [CE 4.625 (4.511)] [KD 4.394 (4.520)] 2024-10-12 22:27:51,457 - Train: 29.82% [373050/1251000] [298.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.002395] [CE 4.740 (4.429)] [KD 4.566 (4.478)] 2024-10-12 22:28:03,525 - Train: 29.82% [373100/1251000] [298.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002394] [CE 3.915 (4.495)] [KD 4.180 (4.507)] 2024-10-12 22:28:15,630 - Train: 29.83% [373150/1251000] [298.3/1000.0] [batch_t 0.229 (0.242)] [data_t 0.010] [optim_t 0.219] [lr 0.002394] [CE 4.495 (4.398)] [KD 4.406 (4.405)] 2024-10-12 22:28:28,125 - Train: 29.83% [373200/1251000] [298.3/1000.0] [batch_t 0.219 (0.250)] [data_t 0.008] [optim_t 0.211] [lr 0.002394] [CE 4.022 (4.452)] [KD 4.209 (4.419)] 2024-10-12 22:28:39,847 - Train: 29.84% [373250/1251000] [298.4/1000.0] [batch_t 0.239 (0.234)] [data_t 0.008] [optim_t 0.231] [lr 0.002394] [CE 4.701 (4.423)] [KD 4.516 (4.418)] 2024-10-12 22:28:51,681 - Train: 29.84% [373300/1251000] [298.4/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.223] [lr 0.002394] [CE 4.634 (4.415)] [KD 4.513 (4.418)] 2024-10-12 22:29:03,892 - Train: 29.84% [373350/1251000] [298.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002394] [CE 4.731 (4.536)] [KD 4.329 (4.506)] 2024-10-12 22:29:15,856 - Train: 29.85% [373400/1251000] [298.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002394] [CE 4.401 (4.374)] [KD 4.341 (4.464)] 2024-10-12 22:29:27,667 - Train: 29.85% [373450/1251000] [298.5/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002393] [CE 5.130 (4.438)] [KD 4.901 (4.426)] 2024-10-12 22:29:40,003 - Train: 29.86% [373500/1251000] [298.6/1000.0] [batch_t 0.228 (0.247)] [data_t 0.006] [optim_t 0.222] [lr 0.002393] [CE 4.670 (4.396)] [KD 4.802 (4.416)] 2024-10-12 22:29:52,536 - Train: 29.86% [373550/1251000] [298.6/1000.0] [batch_t 0.238 (0.250)] [data_t 0.010] [optim_t 0.228] [lr 0.002393] [CE 4.065 (4.517)] [KD 4.183 (4.464)] 2024-10-12 22:30:04,504 - Train: 29.86% [373600/1251000] [298.6/1000.0] [batch_t 0.243 (0.239)] [data_t 0.007] [optim_t 0.236] [lr 0.002393] [CE 4.489 (4.432)] [KD 4.605 (4.538)] 2024-10-12 22:30:16,478 - Train: 29.87% [373650/1251000] [298.7/1000.0] [batch_t 0.429 (0.239)] [data_t 0.008] [optim_t 0.421] [lr 0.002393] [CE 4.577 (4.518)] [KD 4.652 (4.521)] 2024-10-12 22:30:28,928 - Train: 29.87% [373700/1251000] [298.7/1000.0] [batch_t 0.239 (0.249)] [data_t 0.008] [optim_t 0.231] [lr 0.002393] [CE 4.555 (4.459)] [KD 4.637 (4.496)] 2024-10-12 22:30:40,968 - Train: 29.88% [373750/1251000] [298.8/1000.0] [batch_t 0.253 (0.241)] [data_t 0.007] [optim_t 0.245] [lr 0.002393] [CE 4.509 (4.513)] [KD 4.825 (4.519)] 2024-10-12 22:30:52,843 - Train: 29.88% [373800/1251000] [298.8/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.002392] [CE 4.523 (4.478)] [KD 4.572 (4.513)] 2024-10-12 22:31:05,329 - Train: 29.88% [373850/1251000] [298.8/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.223] [lr 0.002392] [CE 4.538 (4.474)] [KD 4.295 (4.504)] 2024-10-12 22:31:17,590 - Train: 29.89% [373900/1251000] [298.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.007] [optim_t 0.231] [lr 0.002392] [CE 4.080 (4.432)] [KD 4.309 (4.488)] 2024-10-12 22:31:29,614 - Train: 29.89% [373950/1251000] [298.9/1000.0] [batch_t 0.253 (0.240)] [data_t 0.006] [optim_t 0.246] [lr 0.002392] [CE 4.672 (4.487)] [KD 4.616 (4.518)] 2024-10-12 22:31:41,640 - Train: 29.90% [374000/1251000] [299.0/1000.0] [batch_t 0.246 (0.240)] [data_t 0.008] [optim_t 0.238] [lr 0.002392] [CE 4.337 (4.461)] [KD 4.482 (4.485)] 2024-10-12 22:32:03,072 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.190)] [top1_cnt 35503] [top5_cnt 45132] [top_all 50000] 2024-10-12 22:32:03,073 - net: 71.006 (90.264) 2024-10-12 22:32:12,238 - Test (net_E): 100.00% [50/50] [batch_t 0.191 (0.167)] [top1_cnt 38190] [top5_cnt 46486] [top_all 50000] 2024-10-12 22:32:12,239 - net_E: 76.380 (92.972) 2024-10-12 22:32:12,478 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.380 (epoch: 299)] 2024-10-12 22:32:12,479 - ==> Total time: 1 day, 1:54:05 Eta: 2 days, 12:43:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:32:25,682 - Train: 29.90% [374050/1251000] [299.0/1000.0] [batch_t 0.851 (0.851)] [data_t 0.625] [optim_t 0.226] [lr 0.002392] [CE 4.758 (4.758)] [KD 4.596 (4.596)] 2024-10-12 22:32:38,062 - Train: 29.90% [374100/1251000] [299.0/1000.0] [batch_t 0.220 (0.247)] [data_t 0.009] [optim_t 0.211] [lr 0.002391] [CE 4.319 (4.491)] [KD 4.500 (4.430)] 2024-10-12 22:32:50,416 - Train: 29.91% [374150/1251000] [299.1/1000.0] [batch_t 0.221 (0.247)] [data_t 0.007] [optim_t 0.214] [lr 0.002391] [CE 4.292 (4.463)] [KD 4.507 (4.443)] 2024-10-12 22:33:02,369 - Train: 29.91% [374200/1251000] [299.1/1000.0] [batch_t 0.252 (0.239)] [data_t 0.007] [optim_t 0.245] [lr 0.002391] [CE 4.950 (4.378)] [KD 5.012 (4.451)] 2024-10-12 22:33:14,398 - Train: 29.92% [374250/1251000] [299.2/1000.0] [batch_t 0.229 (0.240)] [data_t 0.008] [optim_t 0.221] [lr 0.002391] [CE 4.290 (4.435)] [KD 4.374 (4.462)] 2024-10-12 22:33:26,556 - Train: 29.92% [374300/1251000] [299.2/1000.0] [batch_t 0.222 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.002391] [CE 4.376 (4.466)] [KD 4.299 (4.484)] 2024-10-12 22:33:38,641 - Train: 29.92% [374350/1251000] [299.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.002391] [CE 4.102 (4.482)] [KD 4.342 (4.425)] 2024-10-12 22:33:50,763 - Train: 29.93% [374400/1251000] [299.3/1000.0] [batch_t 0.226 (0.242)] [data_t 0.007] [optim_t 0.219] [lr 0.002391] [CE 4.942 (4.520)] [KD 5.033 (4.496)] 2024-10-12 22:34:02,823 - Train: 29.93% [374450/1251000] [299.3/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.002390] [CE 4.782 (4.507)] [KD 4.439 (4.471)] 2024-10-12 22:34:15,157 - Train: 29.94% [374500/1251000] [299.4/1000.0] [batch_t 0.215 (0.246)] [data_t 0.007] [optim_t 0.208] [lr 0.002390] [CE 4.494 (4.532)] [KD 4.609 (4.542)] 2024-10-12 22:34:27,321 - Train: 29.94% [374550/1251000] [299.4/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.002390] [CE 4.083 (4.437)] [KD 4.131 (4.442)] 2024-10-12 22:34:39,229 - Train: 29.94% [374600/1251000] [299.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002390] [CE 4.066 (4.431)] [KD 4.444 (4.474)] 2024-10-12 22:34:50,960 - Train: 29.95% [374650/1251000] [299.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002390] [CE 4.443 (4.432)] [KD 4.616 (4.471)] 2024-10-12 22:35:03,050 - Train: 29.95% [374700/1251000] [299.5/1000.0] [batch_t 0.228 (0.242)] [data_t 0.007] [optim_t 0.221] [lr 0.002390] [CE 4.286 (4.485)] [KD 4.288 (4.419)] 2024-10-12 22:35:14,918 - Train: 29.96% [374750/1251000] [299.6/1000.0] [batch_t 0.216 (0.237)] [data_t 0.007] [optim_t 0.209] [lr 0.002390] [CE 4.301 (4.394)] [KD 4.389 (4.454)] 2024-10-12 22:35:26,728 - Train: 29.96% [374800/1251000] [299.6/1000.0] [batch_t 0.243 (0.236)] [data_t 0.007] [optim_t 0.237] [lr 0.002389] [CE 4.386 (4.495)] [KD 4.387 (4.460)] 2024-10-12 22:35:38,826 - Train: 29.96% [374850/1251000] [299.6/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002389] [CE 4.461 (4.494)] [KD 4.413 (4.535)] 2024-10-12 22:35:50,989 - Train: 29.97% [374900/1251000] [299.7/1000.0] [batch_t 0.218 (0.243)] [data_t 0.007] [optim_t 0.211] [lr 0.002389] [CE 4.232 (4.412)] [KD 4.193 (4.467)] 2024-10-12 22:36:02,834 - Train: 29.97% [374950/1251000] [299.7/1000.0] [batch_t 0.243 (0.237)] [data_t 0.007] [optim_t 0.236] [lr 0.002389] [CE 4.410 (4.464)] [KD 4.637 (4.543)] 2024-10-12 22:36:14,973 - Train: 29.98% [375000/1251000] [299.8/1000.0] [batch_t 0.227 (0.243)] [data_t 0.008] [optim_t 0.219] [lr 0.002389] [CE 4.052 (4.456)] [KD 4.300 (4.457)] 2024-10-12 22:36:26,985 - Train: 29.98% [375050/1251000] [299.8/1000.0] [batch_t 0.226 (0.240)] [data_t 0.007] [optim_t 0.219] [lr 0.002389] [CE 4.336 (4.506)] [KD 4.347 (4.501)] 2024-10-12 22:36:38,859 - Train: 29.98% [375100/1251000] [299.8/1000.0] [batch_t 0.428 (0.237)] [data_t 0.007] [optim_t 0.421] [lr 0.002388] [CE 4.645 (4.493)] [KD 4.288 (4.540)] 2024-10-12 22:36:51,316 - Train: 29.99% [375150/1251000] [299.9/1000.0] [batch_t 0.526 (0.249)] [data_t 0.009] [optim_t 0.517] [lr 0.002388] [CE 4.450 (4.510)] [KD 4.421 (4.485)] 2024-10-12 22:37:03,243 - Train: 29.99% [375200/1251000] [299.9/1000.0] [batch_t 0.243 (0.238)] [data_t 0.008] [optim_t 0.236] [lr 0.002388] [CE 4.432 (4.535)] [KD 4.612 (4.534)] 2024-10-12 22:37:15,126 - Train: 30.00% [375250/1251000] [300.0/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002388] [CE 4.446 (4.526)] [KD 4.376 (4.483)] 2024-10-12 22:37:27,127 - Train: 30.00% [375300/1251000] [300.0/1000.0] [batch_t 0.204 (0.240)] [data_t 0.007] [optim_t 0.197] [lr 0.002388] [CE 4.667 (4.451)] [KD 4.741 (4.509)] 2024-10-12 22:37:36,910 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.185)] [top1_cnt 35253] [top5_cnt 45149] [top_all 50000] 2024-10-12 22:37:36,911 - net: 70.506 (90.298) 2024-10-12 22:37:45,740 - Test (net_E): 100.00% [50/50] [batch_t 0.371 (0.161)] [top1_cnt 38164] [top5_cnt 46531] [top_all 50000] 2024-10-12 22:37:45,741 - net_E: 76.328 (93.062) 2024-10-12 22:37:45,959 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.380 (epoch: 299)] 2024-10-12 22:37:45,959 - ==> Total time: 1 day, 1:59:38 Eta: 2 days, 12:39:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:38:09,495 - Train: 30.00% [375350/1251000] [300.0/1000.0] [batch_t 0.229 (0.245)] [data_t 0.010] [optim_t 0.219] [lr 0.002388] [CE 4.424 (4.468)] [KD 4.382 (4.466)] 2024-10-12 22:38:21,916 - Train: 30.01% [375400/1251000] [300.1/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.236] [lr 0.002388] [CE 4.588 (4.454)] [KD 4.381 (4.424)] 2024-10-12 22:38:34,342 - Train: 30.01% [375450/1251000] [300.1/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.002387] [CE 4.478 (4.490)] [KD 4.440 (4.456)] 2024-10-12 22:38:46,496 - Train: 30.02% [375500/1251000] [300.2/1000.0] [batch_t 0.227 (0.243)] [data_t 0.010] [optim_t 0.217] [lr 0.002387] [CE 4.536 (4.498)] [KD 4.423 (4.455)] 2024-10-12 22:38:58,258 - Train: 30.02% [375550/1251000] [300.2/1000.0] [batch_t 0.220 (0.235)] [data_t 0.006] [optim_t 0.214] [lr 0.002387] [CE 4.106 (4.474)] [KD 4.280 (4.390)] 2024-10-12 22:39:10,472 - Train: 30.02% [375600/1251000] [300.2/1000.0] [batch_t 0.247 (0.244)] [data_t 0.007] [optim_t 0.240] [lr 0.002387] [CE 4.764 (4.492)] [KD 4.641 (4.454)] 2024-10-12 22:39:22,728 - Train: 30.03% [375650/1251000] [300.3/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.002387] [CE 4.812 (4.495)] [KD 4.653 (4.505)] 2024-10-12 22:39:34,693 - Train: 30.03% [375700/1251000] [300.3/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.221] [lr 0.002387] [CE 4.506 (4.435)] [KD 4.503 (4.428)] 2024-10-12 22:39:47,322 - Train: 30.04% [375750/1251000] [300.4/1000.0] [batch_t 0.237 (0.252)] [data_t 0.008] [optim_t 0.228] [lr 0.002387] [CE 4.600 (4.492)] [KD 4.424 (4.464)] 2024-10-12 22:39:59,138 - Train: 30.04% [375800/1251000] [300.4/1000.0] [batch_t 0.238 (0.236)] [data_t 0.006] [optim_t 0.231] [lr 0.002386] [CE 4.636 (4.465)] [KD 4.793 (4.567)] 2024-10-12 22:40:11,220 - Train: 30.04% [375850/1251000] [300.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.002386] [CE 4.500 (4.421)] [KD 4.309 (4.504)] 2024-10-12 22:40:23,867 - Train: 30.05% [375900/1251000] [300.5/1000.0] [batch_t 0.426 (0.253)] [data_t 0.007] [optim_t 0.419] [lr 0.002386] [CE 4.051 (4.480)] [KD 4.433 (4.468)] 2024-10-12 22:40:35,860 - Train: 30.05% [375950/1251000] [300.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.010] [optim_t 0.221] [lr 0.002386] [CE 4.333 (4.571)] [KD 4.336 (4.586)] 2024-10-12 22:40:47,822 - Train: 30.06% [376000/1251000] [300.6/1000.0] [batch_t 0.219 (0.239)] [data_t 0.008] [optim_t 0.211] [lr 0.002386] [CE 4.208 (4.457)] [KD 4.190 (4.542)] 2024-10-12 22:41:00,324 - Train: 30.06% [376050/1251000] [300.6/1000.0] [batch_t 0.229 (0.250)] [data_t 0.010] [optim_t 0.219] [lr 0.002386] [CE 4.556 (4.517)] [KD 4.647 (4.469)] 2024-10-12 22:41:12,175 - Train: 30.06% [376100/1251000] [300.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.002385] [CE 4.027 (4.445)] [KD 4.282 (4.483)] 2024-10-12 22:41:24,287 - Train: 30.07% [376150/1251000] [300.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.002385] [CE 4.262 (4.441)] [KD 4.506 (4.514)] 2024-10-12 22:41:36,537 - Train: 30.07% [376200/1251000] [300.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.002385] [CE 4.524 (4.373)] [KD 4.581 (4.413)] 2024-10-12 22:41:48,765 - Train: 30.08% [376250/1251000] [300.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.232] [lr 0.002385] [CE 4.772 (4.538)] [KD 4.627 (4.434)] 2024-10-12 22:42:01,001 - Train: 30.08% [376300/1251000] [300.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.002385] [CE 4.021 (4.405)] [KD 4.328 (4.436)] 2024-10-12 22:42:13,460 - Train: 30.08% [376350/1251000] [300.8/1000.0] [batch_t 0.225 (0.249)] [data_t 0.006] [optim_t 0.219] [lr 0.002385] [CE 4.355 (4.432)] [KD 4.490 (4.534)] 2024-10-12 22:42:25,851 - Train: 30.09% [376400/1251000] [300.9/1000.0] [batch_t 0.247 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.002385] [CE 4.751 (4.463)] [KD 4.733 (4.534)] 2024-10-12 22:42:37,677 - Train: 30.09% [376450/1251000] [300.9/1000.0] [batch_t 0.227 (0.236)] [data_t 0.011] [optim_t 0.217] [lr 0.002384] [CE 4.728 (4.463)] [KD 4.400 (4.489)] 2024-10-12 22:42:49,650 - Train: 30.10% [376500/1251000] [301.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.002384] [CE 4.580 (4.497)] [KD 4.301 (4.514)] 2024-10-12 22:43:01,482 - Train: 30.10% [376550/1251000] [301.0/1000.0] [batch_t 0.214 (0.236)] [data_t 0.009] [optim_t 0.206] [lr 0.002384] [CE 4.111 (4.445)] [KD 4.400 (4.429)] 2024-10-12 22:43:10,958 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.174)] [top1_cnt 35692] [top5_cnt 45321] [top_all 50000] 2024-10-12 22:43:10,959 - net: 71.384 (90.642) 2024-10-12 22:43:19,972 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 38172] [top5_cnt 46517] [top_all 50000] 2024-10-12 22:43:19,972 - net_E: 76.344 (93.034) 2024-10-12 22:43:20,167 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.380 (epoch: 299)] 2024-10-12 22:43:20,168 - ==> Total time: 1 day, 2:05:12 Eta: 2 days, 12:34:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:43:35,488 - Train: 30.10% [376600/1251000] [301.0/1000.0] [batch_t 0.258 (0.257)] [data_t 0.009] [optim_t 0.249] [lr 0.002384] [CE 4.024 (4.530)] [KD 4.186 (4.463)] 2024-10-12 22:43:47,845 - Train: 30.11% [376650/1251000] [301.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.008] [optim_t 0.228] [lr 0.002384] [CE 4.560 (4.487)] [KD 4.421 (4.492)] 2024-10-12 22:43:59,818 - Train: 30.11% [376700/1251000] [301.1/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.002384] [CE 4.558 (4.483)] [KD 4.642 (4.466)] 2024-10-12 22:44:11,597 - Train: 30.12% [376750/1251000] [301.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.006] [optim_t 0.229] [lr 0.002383] [CE 4.243 (4.398)] [KD 4.377 (4.412)] 2024-10-12 22:44:23,890 - Train: 30.12% [376800/1251000] [301.2/1000.0] [batch_t 0.252 (0.246)] [data_t 0.010] [optim_t 0.242] [lr 0.002383] [CE 4.713 (4.525)] [KD 4.581 (4.543)] 2024-10-12 22:44:35,742 - Train: 30.12% [376850/1251000] [301.2/1000.0] [batch_t 0.223 (0.237)] [data_t 0.006] [optim_t 0.216] [lr 0.002383] [CE 3.972 (4.496)] [KD 4.078 (4.439)] 2024-10-12 22:44:47,732 - Train: 30.13% [376900/1251000] [301.3/1000.0] [batch_t 0.249 (0.240)] [data_t 0.008] [optim_t 0.241] [lr 0.002383] [CE 4.579 (4.456)] [KD 4.502 (4.505)] 2024-10-12 22:44:59,314 - Train: 30.13% [376950/1251000] [301.3/1000.0] [batch_t 0.220 (0.231)] [data_t 0.010] [optim_t 0.211] [lr 0.002383] [CE 4.624 (4.392)] [KD 4.477 (4.416)] 2024-10-12 22:45:11,469 - Train: 30.14% [377000/1251000] [301.4/1000.0] [batch_t 0.230 (0.243)] [data_t 0.010] [optim_t 0.219] [lr 0.002383] [CE 4.212 (4.467)] [KD 4.542 (4.504)] 2024-10-12 22:45:23,754 - Train: 30.14% [377050/1251000] [301.4/1000.0] [batch_t 0.241 (0.246)] [data_t 0.008] [optim_t 0.233] [lr 0.002383] [CE 5.190 (4.425)] [KD 4.718 (4.414)] 2024-10-12 22:45:36,215 - Train: 30.14% [377100/1251000] [301.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.008] [optim_t 0.231] [lr 0.002382] [CE 4.232 (4.419)] [KD 4.419 (4.491)] 2024-10-12 22:45:48,202 - Train: 30.15% [377150/1251000] [301.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.008] [optim_t 0.223] [lr 0.002382] [CE 4.498 (4.447)] [KD 4.310 (4.422)] 2024-10-12 22:46:00,245 - Train: 30.15% [377200/1251000] [301.5/1000.0] [batch_t 0.223 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.002382] [CE 4.363 (4.420)] [KD 4.370 (4.430)] 2024-10-12 22:46:12,751 - Train: 30.16% [377250/1251000] [301.6/1000.0] [batch_t 0.220 (0.250)] [data_t 0.007] [optim_t 0.213] [lr 0.002382] [CE 4.423 (4.446)] [KD 4.405 (4.417)] 2024-10-12 22:46:24,977 - Train: 30.16% [377300/1251000] [301.6/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.002382] [CE 4.279 (4.488)] [KD 4.438 (4.544)] 2024-10-12 22:46:36,781 - Train: 30.16% [377350/1251000] [301.6/1000.0] [batch_t 0.223 (0.236)] [data_t 0.008] [optim_t 0.215] [lr 0.002382] [CE 4.728 (4.480)] [KD 4.560 (4.427)] 2024-10-12 22:46:49,091 - Train: 30.17% [377400/1251000] [301.7/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.002382] [CE 4.588 (4.528)] [KD 4.668 (4.542)] 2024-10-12 22:47:00,975 - Train: 30.17% [377450/1251000] [301.7/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.214] [lr 0.002381] [CE 4.465 (4.495)] [KD 4.527 (4.587)] 2024-10-12 22:47:13,114 - Train: 30.18% [377500/1251000] [301.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002381] [CE 4.457 (4.439)] [KD 4.382 (4.420)] 2024-10-12 22:47:25,274 - Train: 30.18% [377550/1251000] [301.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.002381] [CE 4.660 (4.493)] [KD 4.706 (4.519)] 2024-10-12 22:47:37,578 - Train: 30.18% [377600/1251000] [301.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002381] [CE 4.495 (4.422)] [KD 4.465 (4.510)] 2024-10-12 22:47:50,111 - Train: 30.19% [377650/1251000] [301.9/1000.0] [batch_t 0.218 (0.250)] [data_t 0.008] [optim_t 0.210] [lr 0.002381] [CE 4.788 (4.406)] [KD 4.515 (4.426)] 2024-10-12 22:48:01,833 - Train: 30.19% [377700/1251000] [301.9/1000.0] [batch_t 0.251 (0.234)] [data_t 0.007] [optim_t 0.243] [lr 0.002381] [CE 4.148 (4.430)] [KD 4.279 (4.494)] 2024-10-12 22:48:13,590 - Train: 30.20% [377750/1251000] [302.0/1000.0] [batch_t 0.228 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.002380] [CE 4.771 (4.472)] [KD 4.675 (4.515)] 2024-10-12 22:48:25,494 - Train: 30.20% [377800/1251000] [302.0/1000.0] [batch_t 0.211 (0.238)] [data_t 0.006] [optim_t 0.205] [lr 0.002380] [CE 4.619 (4.506)] [KD 4.607 (4.604)] 2024-10-12 22:48:35,990 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.189)] [top1_cnt 35517] [top5_cnt 45211] [top_all 50000] 2024-10-12 22:48:35,991 - net: 71.034 (90.422) 2024-10-12 22:48:45,040 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.164)] [top1_cnt 38131] [top5_cnt 46528] [top_all 50000] 2024-10-12 22:48:45,041 - net_E: 76.262 (93.056) 2024-10-12 22:48:45,248 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.380 (epoch: 299)] 2024-10-12 22:48:45,248 - ==> Total time: 1 day, 2:10:38 Eta: 2 days, 12:30:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:49:02,090 - Train: 30.20% [377850/1251000] [302.0/1000.0] [batch_t 0.254 (0.279)] [data_t 0.009] [optim_t 0.245] [lr 0.002380] [CE 5.001 (4.447)] [KD 4.472 (4.345)] 2024-10-12 22:49:14,700 - Train: 30.21% [377900/1251000] [302.1/1000.0] [batch_t 0.246 (0.252)] [data_t 0.007] [optim_t 0.239] [lr 0.002380] [CE 4.622 (4.415)] [KD 4.291 (4.436)] 2024-10-12 22:49:26,802 - Train: 30.21% [377950/1251000] [302.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.002380] [CE 4.506 (4.468)] [KD 4.595 (4.455)] 2024-10-12 22:49:39,118 - Train: 30.22% [378000/1251000] [302.2/1000.0] [batch_t 0.230 (0.246)] [data_t 0.008] [optim_t 0.223] [lr 0.002380] [CE 4.194 (4.417)] [KD 4.483 (4.409)] 2024-10-12 22:49:51,293 - Train: 30.22% [378050/1251000] [302.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.002380] [CE 4.566 (4.509)] [KD 4.694 (4.480)] 2024-10-12 22:50:03,156 - Train: 30.22% [378100/1251000] [302.2/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.218] [lr 0.002379] [CE 3.931 (4.471)] [KD 4.144 (4.514)] 2024-10-12 22:50:15,213 - Train: 30.23% [378150/1251000] [302.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.002379] [CE 4.237 (4.442)] [KD 4.136 (4.422)] 2024-10-12 22:50:27,892 - Train: 30.23% [378200/1251000] [302.3/1000.0] [batch_t 0.230 (0.253)] [data_t 0.008] [optim_t 0.222] [lr 0.002379] [CE 4.757 (4.443)] [KD 4.541 (4.462)] 2024-10-12 22:50:39,804 - Train: 30.24% [378250/1251000] [302.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.002379] [CE 4.800 (4.454)] [KD 4.935 (4.475)] 2024-10-12 22:50:52,105 - Train: 30.24% [378300/1251000] [302.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.008] [optim_t 0.232] [lr 0.002379] [CE 3.667 (4.388)] [KD 4.062 (4.428)] 2024-10-12 22:51:03,960 - Train: 30.24% [378350/1251000] [302.4/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002379] [CE 4.617 (4.500)] [KD 4.536 (4.475)] 2024-10-12 22:51:16,391 - Train: 30.25% [378400/1251000] [302.5/1000.0] [batch_t 0.243 (0.248)] [data_t 0.008] [optim_t 0.235] [lr 0.002378] [CE 4.737 (4.448)] [KD 4.463 (4.534)] 2024-10-12 22:51:28,609 - Train: 30.25% [378450/1251000] [302.5/1000.0] [batch_t 0.245 (0.244)] [data_t 0.011] [optim_t 0.235] [lr 0.002378] [CE 4.206 (4.470)] [KD 4.190 (4.458)] 2024-10-12 22:51:41,110 - Train: 30.26% [378500/1251000] [302.6/1000.0] [batch_t 0.229 (0.250)] [data_t 0.008] [optim_t 0.220] [lr 0.002378] [CE 4.596 (4.453)] [KD 4.741 (4.430)] 2024-10-12 22:51:52,964 - Train: 30.26% [378550/1251000] [302.6/1000.0] [batch_t 0.242 (0.237)] [data_t 0.007] [optim_t 0.235] [lr 0.002378] [CE 4.834 (4.455)] [KD 4.725 (4.405)] 2024-10-12 22:52:05,193 - Train: 30.26% [378600/1251000] [302.6/1000.0] [batch_t 0.239 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.002378] [CE 4.234 (4.468)] [KD 4.304 (4.442)] 2024-10-12 22:52:17,319 - Train: 30.27% [378650/1251000] [302.7/1000.0] [batch_t 0.248 (0.242)] [data_t 0.008] [optim_t 0.239] [lr 0.002378] [CE 4.290 (4.463)] [KD 4.148 (4.475)] 2024-10-12 22:52:29,324 - Train: 30.27% [378700/1251000] [302.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.230] [lr 0.002378] [CE 4.575 (4.461)] [KD 4.622 (4.508)] 2024-10-12 22:52:41,274 - Train: 30.28% [378750/1251000] [302.8/1000.0] [batch_t 0.226 (0.239)] [data_t 0.010] [optim_t 0.216] [lr 0.002377] [CE 4.697 (4.448)] [KD 4.508 (4.489)] 2024-10-12 22:52:53,892 - Train: 30.28% [378800/1251000] [302.8/1000.0] [batch_t 0.228 (0.252)] [data_t 0.010] [optim_t 0.218] [lr 0.002377] [CE 4.574 (4.478)] [KD 4.378 (4.529)] 2024-10-12 22:53:05,948 - Train: 30.28% [378850/1251000] [302.8/1000.0] [batch_t 0.244 (0.241)] [data_t 0.007] [optim_t 0.237] [lr 0.002377] [CE 5.073 (4.452)] [KD 4.509 (4.430)] 2024-10-12 22:53:18,459 - Train: 30.29% [378900/1251000] [302.9/1000.0] [batch_t 0.251 (0.250)] [data_t 0.007] [optim_t 0.244] [lr 0.002377] [CE 4.286 (4.415)] [KD 4.400 (4.514)] 2024-10-12 22:53:30,445 - Train: 30.29% [378950/1251000] [302.9/1000.0] [batch_t 0.221 (0.240)] [data_t 0.008] [optim_t 0.212] [lr 0.002377] [CE 3.701 (4.439)] [KD 4.174 (4.546)] 2024-10-12 22:53:42,353 - Train: 30.30% [379000/1251000] [303.0/1000.0] [batch_t 0.253 (0.238)] [data_t 0.011] [optim_t 0.243] [lr 0.002377] [CE 4.772 (4.461)] [KD 4.497 (4.521)] 2024-10-12 22:53:54,531 - Train: 30.30% [379050/1251000] [303.0/1000.0] [batch_t 0.211 (0.243)] [data_t 0.006] [optim_t 0.205] [lr 0.002377] [CE 4.505 (4.447)] [KD 4.511 (4.450)] 2024-10-12 22:54:06,097 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.208)] [top1_cnt 35489] [top5_cnt 45218] [top_all 50000] 2024-10-12 22:54:06,098 - net: 70.978 (90.436) 2024-10-12 22:54:14,845 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.156)] [top1_cnt 38148] [top5_cnt 46568] [top_all 50000] 2024-10-12 22:54:14,845 - net_E: 76.296 (93.136) 2024-10-12 22:54:15,034 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.380 (epoch: 299)] 2024-10-12 22:54:15,035 - ==> Total time: 1 day, 2:16:07 Eta: 2 days, 12:25:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:54:30,202 - Train: 30.30% [379100/1251000] [303.0/1000.0] [batch_t 0.243 (0.260)] [data_t 0.006] [optim_t 0.237] [lr 0.002376] [CE 4.419 (4.458)] [KD 4.525 (4.479)] 2024-10-12 22:54:42,694 - Train: 30.31% [379150/1251000] [303.1/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.222] [lr 0.002376] [CE 4.562 (4.517)] [KD 4.488 (4.478)] 2024-10-12 22:54:55,066 - Train: 30.31% [379200/1251000] [303.1/1000.0] [batch_t 0.242 (0.247)] [data_t 0.007] [optim_t 0.234] [lr 0.002376] [CE 4.309 (4.439)] [KD 4.400 (4.547)] 2024-10-12 22:55:07,276 - Train: 30.32% [379250/1251000] [303.2/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.002376] [CE 4.261 (4.396)] [KD 4.545 (4.512)] 2024-10-12 22:55:19,282 - Train: 30.32% [379300/1251000] [303.2/1000.0] [batch_t 0.397 (0.240)] [data_t 0.007] [optim_t 0.390] [lr 0.002376] [CE 4.083 (4.489)] [KD 4.710 (4.531)] 2024-10-12 22:55:31,269 - Train: 30.32% [379350/1251000] [303.2/1000.0] [batch_t 0.230 (0.240)] [data_t 0.008] [optim_t 0.222] [lr 0.002376] [CE 4.447 (4.544)] [KD 4.747 (4.544)] 2024-10-12 22:55:43,626 - Train: 30.33% [379400/1251000] [303.3/1000.0] [batch_t 0.241 (0.247)] [data_t 0.007] [optim_t 0.234] [lr 0.002375] [CE 3.811 (4.503)] [KD 4.168 (4.560)] 2024-10-12 22:55:56,178 - Train: 30.33% [379450/1251000] [303.3/1000.0] [batch_t 0.240 (0.251)] [data_t 0.008] [optim_t 0.232] [lr 0.002375] [CE 4.415 (4.524)] [KD 4.439 (4.519)] 2024-10-12 22:56:07,958 - Train: 30.34% [379500/1251000] [303.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.010] [optim_t 0.224] [lr 0.002375] [CE 4.153 (4.420)] [KD 4.456 (4.470)] 2024-10-12 22:56:19,806 - Train: 30.34% [379550/1251000] [303.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.002375] [CE 4.196 (4.373)] [KD 4.399 (4.431)] 2024-10-12 22:56:32,482 - Train: 30.34% [379600/1251000] [303.4/1000.0] [batch_t 0.258 (0.253)] [data_t 0.010] [optim_t 0.248] [lr 0.002375] [CE 4.302 (4.487)] [KD 4.480 (4.476)] 2024-10-12 22:56:45,143 - Train: 30.35% [379650/1251000] [303.5/1000.0] [batch_t 0.227 (0.253)] [data_t 0.010] [optim_t 0.218] [lr 0.002375] [CE 4.576 (4.500)] [KD 4.709 (4.464)] 2024-10-12 22:56:57,086 - Train: 30.35% [379700/1251000] [303.5/1000.0] [batch_t 0.216 (0.239)] [data_t 0.009] [optim_t 0.206] [lr 0.002375] [CE 4.305 (4.416)] [KD 4.228 (4.436)] 2024-10-12 22:57:09,240 - Train: 30.36% [379750/1251000] [303.6/1000.0] [batch_t 0.255 (0.243)] [data_t 0.008] [optim_t 0.247] [lr 0.002374] [CE 4.430 (4.463)] [KD 4.526 (4.435)] 2024-10-12 22:57:21,983 - Train: 30.36% [379800/1251000] [303.6/1000.0] [batch_t 0.230 (0.255)] [data_t 0.007] [optim_t 0.223] [lr 0.002374] [CE 3.845 (4.479)] [KD 4.311 (4.518)] 2024-10-12 22:57:33,990 - Train: 30.36% [379850/1251000] [303.6/1000.0] [batch_t 0.250 (0.240)] [data_t 0.007] [optim_t 0.244] [lr 0.002374] [CE 4.605 (4.409)] [KD 4.792 (4.430)] 2024-10-12 22:57:46,012 - Train: 30.37% [379900/1251000] [303.7/1000.0] [batch_t 0.259 (0.240)] [data_t 0.007] [optim_t 0.253] [lr 0.002374] [CE 4.388 (4.459)] [KD 4.372 (4.490)] 2024-10-12 22:57:58,313 - Train: 30.37% [379950/1251000] [303.7/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.002374] [CE 4.888 (4.462)] [KD 4.687 (4.493)] 2024-10-12 22:58:11,077 - Train: 30.38% [380000/1251000] [303.8/1000.0] [batch_t 0.238 (0.255)] [data_t 0.007] [optim_t 0.231] [lr 0.002374] [CE 4.794 (4.464)] [KD 4.667 (4.432)] 2024-10-12 22:58:23,597 - Train: 30.38% [380050/1251000] [303.8/1000.0] [batch_t 0.230 (0.250)] [data_t 0.008] [optim_t 0.222] [lr 0.002373] [CE 4.301 (4.564)] [KD 4.555 (4.524)] 2024-10-12 22:58:35,775 - Train: 30.38% [380100/1251000] [303.8/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.233] [lr 0.002373] [CE 4.795 (4.456)] [KD 4.698 (4.472)] 2024-10-12 22:58:47,571 - Train: 30.39% [380150/1251000] [303.9/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002373] [CE 4.812 (4.549)] [KD 4.671 (4.527)] 2024-10-12 22:58:59,941 - Train: 30.39% [380200/1251000] [303.9/1000.0] [batch_t 0.230 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.002373] [CE 4.069 (4.473)] [KD 4.297 (4.471)] 2024-10-12 22:59:12,424 - Train: 30.40% [380250/1251000] [304.0/1000.0] [batch_t 0.244 (0.249)] [data_t 0.007] [optim_t 0.237] [lr 0.002373] [CE 4.210 (4.544)] [KD 4.254 (4.523)] 2024-10-12 22:59:24,691 - Train: 30.40% [380300/1251000] [304.0/1000.0] [batch_t 0.214 (0.245)] [data_t 0.008] [optim_t 0.206] [lr 0.002373] [CE 4.105 (4.379)] [KD 4.128 (4.416)] 2024-10-12 22:59:34,606 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 35654] [top5_cnt 45325] [top_all 50000] 2024-10-12 22:59:34,607 - net: 71.308 (90.650) 2024-10-12 22:59:44,278 - Test (net_E): 100.00% [50/50] [batch_t 0.358 (0.177)] [top1_cnt 38166] [top5_cnt 46551] [top_all 50000] 2024-10-12 22:59:44,278 - net_E: 76.332 (93.102) 2024-10-12 22:59:44,524 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.380 (epoch: 299)] 2024-10-12 22:59:44,524 - ==> Total time: 1 day, 2:21:37 Eta: 2 days, 12:21:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 22:59:59,261 - Train: 30.40% [380350/1251000] [304.0/1000.0] [batch_t 0.231 (0.252)] [data_t 0.010] [optim_t 0.222] [lr 0.002373] [CE 4.440 (4.528)] [KD 4.335 (4.425)] 2024-10-12 23:00:11,726 - Train: 30.41% [380400/1251000] [304.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.008] [optim_t 0.228] [lr 0.002372] [CE 4.277 (4.506)] [KD 4.556 (4.415)] 2024-10-12 23:00:24,041 - Train: 30.41% [380450/1251000] [304.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.006] [optim_t 0.227] [lr 0.002372] [CE 4.239 (4.495)] [KD 4.353 (4.483)] 2024-10-12 23:00:35,637 - Train: 30.42% [380500/1251000] [304.2/1000.0] [batch_t 0.248 (0.232)] [data_t 0.006] [optim_t 0.242] [lr 0.002372] [CE 4.808 (4.419)] [KD 4.492 (4.406)] 2024-10-12 23:00:47,537 - Train: 30.42% [380550/1251000] [304.2/1000.0] [batch_t 0.227 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.002372] [CE 4.732 (4.477)] [KD 4.736 (4.518)] 2024-10-12 23:00:59,930 - Train: 30.42% [380600/1251000] [304.2/1000.0] [batch_t 0.228 (0.248)] [data_t 0.010] [optim_t 0.218] [lr 0.002372] [CE 4.785 (4.479)] [KD 4.701 (4.514)] 2024-10-12 23:01:12,125 - Train: 30.43% [380650/1251000] [304.3/1000.0] [batch_t 0.251 (0.244)] [data_t 0.008] [optim_t 0.243] [lr 0.002372] [CE 4.717 (4.513)] [KD 4.898 (4.534)] 2024-10-12 23:01:24,510 - Train: 30.43% [380700/1251000] [304.3/1000.0] [batch_t 0.245 (0.247)] [data_t 0.007] [optim_t 0.238] [lr 0.002371] [CE 4.041 (4.344)] [KD 4.169 (4.375)] 2024-10-12 23:01:36,630 - Train: 30.44% [380750/1251000] [304.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.002371] [CE 4.869 (4.526)] [KD 4.634 (4.536)] 2024-10-12 23:01:48,684 - Train: 30.44% [380800/1251000] [304.4/1000.0] [batch_t 0.257 (0.241)] [data_t 0.008] [optim_t 0.249] [lr 0.002371] [CE 4.527 (4.473)] [KD 4.295 (4.462)] 2024-10-12 23:02:01,002 - Train: 30.44% [380850/1251000] [304.4/1000.0] [batch_t 0.229 (0.246)] [data_t 0.006] [optim_t 0.223] [lr 0.002371] [CE 4.419 (4.403)] [KD 4.437 (4.374)] 2024-10-12 23:02:13,320 - Train: 30.45% [380900/1251000] [304.5/1000.0] [batch_t 0.227 (0.246)] [data_t 0.006] [optim_t 0.221] [lr 0.002371] [CE 4.328 (4.445)] [KD 4.516 (4.436)] 2024-10-12 23:02:25,881 - Train: 30.45% [380950/1251000] [304.5/1000.0] [batch_t 0.231 (0.251)] [data_t 0.006] [optim_t 0.225] [lr 0.002371] [CE 4.362 (4.433)] [KD 4.412 (4.475)] 2024-10-12 23:02:38,023 - Train: 30.46% [381000/1251000] [304.6/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002371] [CE 3.939 (4.336)] [KD 4.220 (4.448)] 2024-10-12 23:02:50,392 - Train: 30.46% [381050/1251000] [304.6/1000.0] [batch_t 0.223 (0.247)] [data_t 0.007] [optim_t 0.215] [lr 0.002370] [CE 4.413 (4.547)] [KD 4.425 (4.571)] 2024-10-12 23:03:02,236 - Train: 30.46% [381100/1251000] [304.6/1000.0] [batch_t 0.249 (0.237)] [data_t 0.009] [optim_t 0.240] [lr 0.002370] [CE 4.536 (4.514)] [KD 4.563 (4.510)] 2024-10-12 23:03:14,213 - Train: 30.47% [381150/1251000] [304.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.002370] [CE 4.757 (4.468)] [KD 4.571 (4.510)] 2024-10-12 23:03:26,378 - Train: 30.47% [381200/1251000] [304.7/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.002370] [CE 4.370 (4.505)] [KD 4.330 (4.496)] 2024-10-12 23:03:38,768 - Train: 30.48% [381250/1251000] [304.8/1000.0] [batch_t 0.238 (0.248)] [data_t 0.007] [optim_t 0.230] [lr 0.002370] [CE 4.245 (4.473)] [KD 4.407 (4.535)] 2024-10-12 23:03:50,708 - Train: 30.48% [381300/1251000] [304.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.002370] [CE 4.412 (4.471)] [KD 4.550 (4.479)] 2024-10-12 23:04:02,517 - Train: 30.48% [381350/1251000] [304.8/1000.0] [batch_t 0.247 (0.236)] [data_t 0.007] [optim_t 0.240] [lr 0.002370] [CE 4.490 (4.488)] [KD 4.420 (4.397)] 2024-10-12 23:04:14,761 - Train: 30.49% [381400/1251000] [304.9/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.002369] [CE 4.347 (4.485)] [KD 4.139 (4.423)] 2024-10-12 23:04:26,833 - Train: 30.49% [381450/1251000] [304.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.006] [optim_t 0.228] [lr 0.002369] [CE 4.755 (4.494)] [KD 4.672 (4.442)] 2024-10-12 23:04:38,506 - Train: 30.50% [381500/1251000] [305.0/1000.0] [batch_t 0.219 (0.233)] [data_t 0.007] [optim_t 0.212] [lr 0.002369] [CE 4.228 (4.515)] [KD 4.121 (4.535)] 2024-10-12 23:04:50,367 - Train: 30.50% [381550/1251000] [305.0/1000.0] [batch_t 0.206 (0.237)] [data_t 0.006] [optim_t 0.200] [lr 0.002369] [CE 4.803 (4.449)] [KD 4.742 (4.495)] 2024-10-12 23:05:00,729 - Test (net): 100.00% [50/50] [batch_t 0.497 (0.174)] [top1_cnt 35406] [top5_cnt 45184] [top_all 50000] 2024-10-12 23:05:00,729 - net: 70.812 (90.368) 2024-10-12 23:05:09,844 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 38192] [top5_cnt 46547] [top_all 50000] 2024-10-12 23:05:09,845 - net_E: 76.384 (93.094) 2024-10-12 23:05:10,067 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.384 (epoch: 305)] 2024-10-12 23:05:10,068 - ==> Total time: 1 day, 2:27:02 Eta: 2 days, 12:16:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:05:33,217 - Train: 30.50% [381600/1251000] [305.0/1000.0] [batch_t 0.235 (0.259)] [data_t 0.008] [optim_t 0.228] [lr 0.002369] [CE 4.537 (4.494)] [KD 4.360 (4.435)] 2024-10-12 23:05:45,368 - Train: 30.51% [381650/1251000] [305.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.002369] [CE 4.365 (4.470)] [KD 4.478 (4.400)] 2024-10-12 23:05:57,459 - Train: 30.51% [381700/1251000] [305.1/1000.0] [batch_t 0.247 (0.242)] [data_t 0.010] [optim_t 0.237] [lr 0.002368] [CE 4.781 (4.436)] [KD 4.576 (4.503)] 2024-10-12 23:06:09,512 - Train: 30.52% [381750/1251000] [305.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.002368] [CE 4.474 (4.447)] [KD 4.398 (4.464)] 2024-10-12 23:06:22,154 - Train: 30.52% [381800/1251000] [305.2/1000.0] [batch_t 0.229 (0.253)] [data_t 0.010] [optim_t 0.219] [lr 0.002368] [CE 4.530 (4.477)] [KD 4.365 (4.516)] 2024-10-12 23:06:34,295 - Train: 30.52% [381850/1251000] [305.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.002368] [CE 4.324 (4.495)] [KD 4.343 (4.390)] 2024-10-12 23:06:46,122 - Train: 30.53% [381900/1251000] [305.3/1000.0] [batch_t 0.239 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.002368] [CE 4.312 (4.367)] [KD 4.251 (4.364)] 2024-10-12 23:06:58,245 - Train: 30.53% [381950/1251000] [305.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.002368] [CE 4.218 (4.478)] [KD 4.588 (4.427)] 2024-10-12 23:07:10,160 - Train: 30.54% [382000/1251000] [305.4/1000.0] [batch_t 0.229 (0.238)] [data_t 0.010] [optim_t 0.219] [lr 0.002368] [CE 4.466 (4.499)] [KD 4.493 (4.494)] 2024-10-12 23:07:22,173 - Train: 30.54% [382050/1251000] [305.4/1000.0] [batch_t 0.228 (0.240)] [data_t 0.008] [optim_t 0.219] [lr 0.002367] [CE 4.548 (4.350)] [KD 4.637 (4.364)] 2024-10-12 23:07:34,008 - Train: 30.54% [382100/1251000] [305.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002367] [CE 3.718 (4.391)] [KD 4.306 (4.397)] 2024-10-12 23:07:46,030 - Train: 30.55% [382150/1251000] [305.5/1000.0] [batch_t 0.262 (0.240)] [data_t 0.012] [optim_t 0.250] [lr 0.002367] [CE 4.083 (4.411)] [KD 4.358 (4.452)] 2024-10-12 23:07:58,308 - Train: 30.55% [382200/1251000] [305.5/1000.0] [batch_t 0.255 (0.245)] [data_t 0.007] [optim_t 0.248] [lr 0.002367] [CE 4.621 (4.522)] [KD 4.603 (4.563)] 2024-10-12 23:08:10,765 - Train: 30.56% [382250/1251000] [305.6/1000.0] [batch_t 0.222 (0.249)] [data_t 0.009] [optim_t 0.213] [lr 0.002367] [CE 4.612 (4.523)] [KD 4.839 (4.489)] 2024-10-12 23:08:22,545 - Train: 30.56% [382300/1251000] [305.6/1000.0] [batch_t 0.242 (0.235)] [data_t 0.008] [optim_t 0.234] [lr 0.002367] [CE 4.783 (4.466)] [KD 4.522 (4.464)] 2024-10-12 23:08:34,266 - Train: 30.56% [382350/1251000] [305.6/1000.0] [batch_t 0.220 (0.234)] [data_t 0.008] [optim_t 0.211] [lr 0.002366] [CE 4.421 (4.487)] [KD 4.502 (4.516)] 2024-10-12 23:08:46,710 - Train: 30.57% [382400/1251000] [305.7/1000.0] [batch_t 0.394 (0.249)] [data_t 0.009] [optim_t 0.384] [lr 0.002366] [CE 4.603 (4.439)] [KD 4.621 (4.499)] 2024-10-12 23:08:58,256 - Train: 30.57% [382450/1251000] [305.7/1000.0] [batch_t 0.216 (0.231)] [data_t 0.009] [optim_t 0.207] [lr 0.002366] [CE 4.521 (4.493)] [KD 4.507 (4.569)] 2024-10-12 23:09:10,068 - Train: 30.58% [382500/1251000] [305.8/1000.0] [batch_t 0.239 (0.236)] [data_t 0.010] [optim_t 0.229] [lr 0.002366] [CE 4.891 (4.446)] [KD 4.612 (4.469)] 2024-10-12 23:09:22,015 - Train: 30.58% [382550/1251000] [305.8/1000.0] [batch_t 0.225 (0.239)] [data_t 0.010] [optim_t 0.215] [lr 0.002366] [CE 4.640 (4.459)] [KD 4.513 (4.625)] 2024-10-12 23:09:34,408 - Train: 30.58% [382600/1251000] [305.8/1000.0] [batch_t 0.224 (0.248)] [data_t 0.008] [optim_t 0.216] [lr 0.002366] [CE 4.418 (4.551)] [KD 4.588 (4.614)] 2024-10-12 23:09:46,076 - Train: 30.59% [382650/1251000] [305.9/1000.0] [batch_t 0.228 (0.233)] [data_t 0.008] [optim_t 0.220] [lr 0.002366] [CE 4.267 (4.486)] [KD 4.387 (4.556)] 2024-10-12 23:09:58,506 - Train: 30.59% [382700/1251000] [305.9/1000.0] [batch_t 0.224 (0.248)] [data_t 0.007] [optim_t 0.217] [lr 0.002365] [CE 4.115 (4.464)] [KD 4.415 (4.451)] 2024-10-12 23:10:10,418 - Train: 30.60% [382750/1251000] [306.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.008] [optim_t 0.225] [lr 0.002365] [CE 4.556 (4.444)] [KD 4.530 (4.489)] 2024-10-12 23:10:22,387 - Train: 30.60% [382800/1251000] [306.0/1000.0] [batch_t 0.212 (0.239)] [data_t 0.005] [optim_t 0.206] [lr 0.002365] [CE 4.782 (4.475)] [KD 4.371 (4.469)] 2024-10-12 23:10:32,413 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.160)] [top1_cnt 35379] [top5_cnt 45134] [top_all 50000] 2024-10-12 23:10:32,414 - net: 70.758 (90.268) 2024-10-12 23:10:42,100 - Test (net_E): 100.00% [50/50] [batch_t 0.569 (0.177)] [top1_cnt 38193] [top5_cnt 46529] [top_all 50000] 2024-10-12 23:10:42,101 - net_E: 76.386 (93.058) 2024-10-12 23:10:42,347 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.386 (epoch: 306)] 2024-10-12 23:10:42,348 - ==> Total time: 1 day, 2:32:35 Eta: 2 days, 12:11:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:11:05,369 - Train: 30.60% [382850/1251000] [306.0/1000.0] [batch_t 0.242 (0.252)] [data_t 0.008] [optim_t 0.234] [lr 0.002365] [CE 4.558 (4.497)] [KD 4.574 (4.489)] 2024-10-12 23:11:17,899 - Train: 30.61% [382900/1251000] [306.1/1000.0] [batch_t 0.247 (0.250)] [data_t 0.010] [optim_t 0.236] [lr 0.002365] [CE 4.542 (4.444)] [KD 4.631 (4.460)] 2024-10-12 23:11:29,903 - Train: 30.61% [382950/1251000] [306.1/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.002365] [CE 4.110 (4.502)] [KD 4.262 (4.491)] 2024-10-12 23:11:42,379 - Train: 30.62% [383000/1251000] [306.2/1000.0] [batch_t 0.243 (0.249)] [data_t 0.011] [optim_t 0.233] [lr 0.002364] [CE 4.065 (4.486)] [KD 4.239 (4.445)] 2024-10-12 23:11:54,346 - Train: 30.62% [383050/1251000] [306.2/1000.0] [batch_t 0.244 (0.239)] [data_t 0.007] [optim_t 0.238] [lr 0.002364] [CE 4.208 (4.415)] [KD 4.329 (4.400)] 2024-10-12 23:12:06,478 - Train: 30.62% [383100/1251000] [306.2/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.002364] [CE 4.496 (4.428)] [KD 4.335 (4.517)] 2024-10-12 23:12:18,928 - Train: 30.63% [383150/1251000] [306.3/1000.0] [batch_t 0.229 (0.249)] [data_t 0.010] [optim_t 0.219] [lr 0.002364] [CE 3.740 (4.433)] [KD 4.260 (4.417)] 2024-10-12 23:12:31,234 - Train: 30.63% [383200/1251000] [306.3/1000.0] [batch_t 0.219 (0.246)] [data_t 0.009] [optim_t 0.210] [lr 0.002364] [CE 4.090 (4.432)] [KD 4.112 (4.381)] 2024-10-12 23:12:43,132 - Train: 30.64% [383250/1251000] [306.4/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.002364] [CE 5.052 (4.507)] [KD 4.904 (4.468)] 2024-10-12 23:12:55,631 - Train: 30.64% [383300/1251000] [306.4/1000.0] [batch_t 0.237 (0.250)] [data_t 0.007] [optim_t 0.229] [lr 0.002364] [CE 4.611 (4.488)] [KD 4.364 (4.513)] 2024-10-12 23:13:07,750 - Train: 30.64% [383350/1251000] [306.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.002363] [CE 4.342 (4.547)] [KD 4.374 (4.511)] 2024-10-12 23:13:20,343 - Train: 30.65% [383400/1251000] [306.5/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.002363] [CE 4.562 (4.502)] [KD 4.363 (4.488)] 2024-10-12 23:13:32,348 - Train: 30.65% [383450/1251000] [306.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.227] [lr 0.002363] [CE 4.768 (4.518)] [KD 4.774 (4.525)] 2024-10-12 23:13:44,332 - Train: 30.66% [383500/1251000] [306.6/1000.0] [batch_t 0.241 (0.240)] [data_t 0.008] [optim_t 0.232] [lr 0.002363] [CE 4.206 (4.500)] [KD 4.534 (4.544)] 2024-10-12 23:13:57,030 - Train: 30.66% [383550/1251000] [306.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.002363] [CE 4.442 (4.473)] [KD 4.510 (4.530)] 2024-10-12 23:14:09,953 - Train: 30.66% [383600/1251000] [306.6/1000.0] [batch_t 0.229 (0.258)] [data_t 0.008] [optim_t 0.221] [lr 0.002363] [CE 4.426 (4.369)] [KD 4.509 (4.476)] 2024-10-12 23:14:21,910 - Train: 30.67% [383650/1251000] [306.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.006] [optim_t 0.233] [lr 0.002362] [CE 4.454 (4.485)] [KD 4.293 (4.491)] 2024-10-12 23:14:33,684 - Train: 30.67% [383700/1251000] [306.7/1000.0] [batch_t 0.241 (0.235)] [data_t 0.008] [optim_t 0.233] [lr 0.002362] [CE 4.553 (4.435)] [KD 4.393 (4.416)] 2024-10-12 23:14:46,040 - Train: 30.68% [383750/1251000] [306.8/1000.0] [batch_t 0.224 (0.247)] [data_t 0.009] [optim_t 0.215] [lr 0.002362] [CE 4.719 (4.451)] [KD 4.465 (4.460)] 2024-10-12 23:14:58,386 - Train: 30.68% [383800/1251000] [306.8/1000.0] [batch_t 0.219 (0.247)] [data_t 0.008] [optim_t 0.211] [lr 0.002362] [CE 4.180 (4.433)] [KD 4.213 (4.479)] 2024-10-12 23:15:10,670 - Train: 30.68% [383850/1251000] [306.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.010] [optim_t 0.222] [lr 0.002362] [CE 4.430 (4.399)] [KD 4.270 (4.460)] 2024-10-12 23:15:23,464 - Train: 30.69% [383900/1251000] [306.9/1000.0] [batch_t 0.237 (0.256)] [data_t 0.008] [optim_t 0.228] [lr 0.002362] [CE 4.193 (4.417)] [KD 4.405 (4.481)] 2024-10-12 23:15:35,730 - Train: 30.69% [383950/1251000] [306.9/1000.0] [batch_t 0.229 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.002362] [CE 4.705 (4.459)] [KD 4.527 (4.458)] 2024-10-12 23:15:48,200 - Train: 30.70% [384000/1251000] [307.0/1000.0] [batch_t 0.244 (0.249)] [data_t 0.007] [optim_t 0.237] [lr 0.002361] [CE 4.803 (4.495)] [KD 4.515 (4.435)] 2024-10-12 23:16:00,054 - Train: 30.70% [384050/1251000] [307.0/1000.0] [batch_t 0.213 (0.237)] [data_t 0.009] [optim_t 0.205] [lr 0.002361] [CE 4.310 (4.438)] [KD 4.388 (4.527)] 2024-10-12 23:16:09,771 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.153)] [top1_cnt 35638] [top5_cnt 45293] [top_all 50000] 2024-10-12 23:16:09,772 - net: 71.276 (90.586) 2024-10-12 23:16:18,827 - Test (net_E): 100.00% [50/50] [batch_t 0.104 (0.165)] [top1_cnt 38176] [top5_cnt 46524] [top_all 50000] 2024-10-12 23:16:18,827 - net_E: 76.352 (93.048) 2024-10-12 23:16:19,061 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.386 (epoch: 306)] 2024-10-12 23:16:19,062 - ==> Total time: 1 day, 2:38:11 Eta: 2 days, 12:07:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:16:33,154 - Train: 30.70% [384100/1251000] [307.0/1000.0] [batch_t 0.230 (0.257)] [data_t 0.010] [optim_t 0.220] [lr 0.002361] [CE 4.525 (4.435)] [KD 4.464 (4.382)] 2024-10-12 23:16:45,641 - Train: 30.71% [384150/1251000] [307.1/1000.0] [batch_t 0.491 (0.250)] [data_t 0.007] [optim_t 0.484] [lr 0.002361] [CE 4.339 (4.467)] [KD 4.501 (4.449)] 2024-10-12 23:16:57,771 - Train: 30.71% [384200/1251000] [307.1/1000.0] [batch_t 0.242 (0.242)] [data_t 0.010] [optim_t 0.232] [lr 0.002361] [CE 4.310 (4.445)] [KD 4.341 (4.449)] 2024-10-12 23:17:09,348 - Train: 30.72% [384250/1251000] [307.2/1000.0] [batch_t 0.229 (0.231)] [data_t 0.008] [optim_t 0.221] [lr 0.002361] [CE 4.219 (4.427)] [KD 4.231 (4.436)] 2024-10-12 23:17:21,750 - Train: 30.72% [384300/1251000] [307.2/1000.0] [batch_t 0.224 (0.248)] [data_t 0.006] [optim_t 0.217] [lr 0.002360] [CE 4.291 (4.420)] [KD 4.654 (4.409)] 2024-10-12 23:17:33,927 - Train: 30.72% [384350/1251000] [307.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002360] [CE 4.712 (4.403)] [KD 4.447 (4.387)] 2024-10-12 23:17:45,772 - Train: 30.73% [384400/1251000] [307.3/1000.0] [batch_t 0.231 (0.237)] [data_t 0.008] [optim_t 0.222] [lr 0.002360] [CE 4.479 (4.440)] [KD 4.462 (4.438)] 2024-10-12 23:17:57,865 - Train: 30.73% [384450/1251000] [307.3/1000.0] [batch_t 0.231 (0.242)] [data_t 0.006] [optim_t 0.224] [lr 0.002360] [CE 4.523 (4.471)] [KD 4.529 (4.522)] 2024-10-12 23:18:10,030 - Train: 30.74% [384500/1251000] [307.4/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.002360] [CE 4.387 (4.480)] [KD 4.226 (4.473)] 2024-10-12 23:18:21,798 - Train: 30.74% [384550/1251000] [307.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.002360] [CE 4.631 (4.493)] [KD 4.342 (4.496)] 2024-10-12 23:18:34,434 - Train: 30.74% [384600/1251000] [307.4/1000.0] [batch_t 0.229 (0.253)] [data_t 0.010] [optim_t 0.219] [lr 0.002360] [CE 4.496 (4.482)] [KD 4.251 (4.419)] 2024-10-12 23:18:46,084 - Train: 30.75% [384650/1251000] [307.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002359] [CE 3.964 (4.445)] [KD 4.133 (4.395)] 2024-10-12 23:18:58,063 - Train: 30.75% [384700/1251000] [307.5/1000.0] [batch_t 0.224 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.002359] [CE 4.660 (4.500)] [KD 4.327 (4.436)] 2024-10-12 23:19:10,041 - Train: 30.76% [384750/1251000] [307.6/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.002359] [CE 4.721 (4.505)] [KD 4.563 (4.483)] 2024-10-12 23:19:22,103 - Train: 30.76% [384800/1251000] [307.6/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.002359] [CE 4.735 (4.488)] [KD 4.581 (4.455)] 2024-10-12 23:19:33,824 - Train: 30.76% [384850/1251000] [307.6/1000.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.220] [lr 0.002359] [CE 4.542 (4.397)] [KD 4.371 (4.407)] 2024-10-12 23:19:46,174 - Train: 30.77% [384900/1251000] [307.7/1000.0] [batch_t 0.239 (0.247)] [data_t 0.010] [optim_t 0.229] [lr 0.002359] [CE 4.097 (4.463)] [KD 4.559 (4.428)] 2024-10-12 23:19:58,292 - Train: 30.77% [384950/1251000] [307.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.002358] [CE 4.121 (4.400)] [KD 4.431 (4.385)] 2024-10-12 23:20:10,355 - Train: 30.78% [385000/1251000] [307.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002358] [CE 3.752 (4.404)] [KD 4.057 (4.317)] 2024-10-12 23:20:22,531 - Train: 30.78% [385050/1251000] [307.8/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.002358] [CE 4.171 (4.518)] [KD 4.238 (4.500)] 2024-10-12 23:20:34,813 - Train: 30.78% [385100/1251000] [307.8/1000.0] [batch_t 0.227 (0.245)] [data_t 0.006] [optim_t 0.221] [lr 0.002358] [CE 4.456 (4.490)] [KD 4.267 (4.438)] 2024-10-12 23:20:46,727 - Train: 30.79% [385150/1251000] [307.9/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002358] [CE 4.119 (4.426)] [KD 4.399 (4.464)] 2024-10-12 23:20:59,475 - Train: 30.79% [385200/1251000] [307.9/1000.0] [batch_t 0.236 (0.255)] [data_t 0.008] [optim_t 0.229] [lr 0.002358] [CE 4.954 (4.506)] [KD 4.647 (4.530)] 2024-10-12 23:21:11,484 - Train: 30.80% [385250/1251000] [308.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.002358] [CE 4.561 (4.451)] [KD 4.358 (4.501)] 2024-10-12 23:21:23,441 - Train: 30.80% [385300/1251000] [308.0/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.002357] [CE 4.413 (4.476)] [KD 4.201 (4.483)] 2024-10-12 23:21:34,309 - Test (net): 100.00% [50/50] [batch_t 0.086 (0.171)] [top1_cnt 35376] [top5_cnt 45214] [top_all 50000] 2024-10-12 23:21:34,309 - net: 70.752 (90.428) 2024-10-12 23:21:43,043 - Test (net_E): 100.00% [50/50] [batch_t 0.142 (0.157)] [top1_cnt 38186] [top5_cnt 46515] [top_all 50000] 2024-10-12 23:21:43,044 - net_E: 76.372 (93.030) 2024-10-12 23:21:43,260 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.386 (epoch: 306)] 2024-10-12 23:21:43,261 - ==> Total time: 1 day, 2:43:36 Eta: 2 days, 12:02:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:21:56,947 - Train: 30.80% [385350/1251000] [308.0/1000.0] [batch_t 0.233 (0.248)] [data_t 0.010] [optim_t 0.224] [lr 0.002357] [CE 4.069 (4.467)] [KD 4.490 (4.426)] 2024-10-12 23:22:09,488 - Train: 30.81% [385400/1251000] [308.1/1000.0] [batch_t 0.231 (0.251)] [data_t 0.008] [optim_t 0.222] [lr 0.002357] [CE 5.103 (4.441)] [KD 4.575 (4.475)] 2024-10-12 23:22:21,831 - Train: 30.81% [385450/1251000] [308.1/1000.0] [batch_t 0.257 (0.247)] [data_t 0.010] [optim_t 0.247] [lr 0.002357] [CE 4.716 (4.445)] [KD 4.572 (4.445)] 2024-10-12 23:22:34,205 - Train: 30.82% [385500/1251000] [308.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.002357] [CE 4.204 (4.416)] [KD 4.425 (4.472)] 2024-10-12 23:22:46,411 - Train: 30.82% [385550/1251000] [308.2/1000.0] [batch_t 0.254 (0.244)] [data_t 0.008] [optim_t 0.246] [lr 0.002357] [CE 3.920 (4.425)] [KD 4.075 (4.453)] 2024-10-12 23:22:58,297 - Train: 30.82% [385600/1251000] [308.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.010] [optim_t 0.225] [lr 0.002357] [CE 4.521 (4.438)] [KD 4.653 (4.405)] 2024-10-12 23:23:10,623 - Train: 30.83% [385650/1251000] [308.3/1000.0] [batch_t 0.229 (0.246)] [data_t 0.010] [optim_t 0.219] [lr 0.002356] [CE 4.200 (4.463)] [KD 4.115 (4.407)] 2024-10-12 23:23:23,319 - Train: 30.83% [385700/1251000] [308.3/1000.0] [batch_t 0.238 (0.254)] [data_t 0.009] [optim_t 0.229] [lr 0.002356] [CE 4.164 (4.509)] [KD 4.310 (4.418)] 2024-10-12 23:23:34,995 - Train: 30.84% [385750/1251000] [308.4/1000.0] [batch_t 0.237 (0.233)] [data_t 0.010] [optim_t 0.227] [lr 0.002356] [CE 4.046 (4.426)] [KD 4.140 (4.421)] 2024-10-12 23:23:47,046 - Train: 30.84% [385800/1251000] [308.4/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.219] [lr 0.002356] [CE 4.625 (4.466)] [KD 4.561 (4.433)] 2024-10-12 23:23:59,280 - Train: 30.84% [385850/1251000] [308.4/1000.0] [batch_t 0.220 (0.244)] [data_t 0.010] [optim_t 0.210] [lr 0.002356] [CE 4.562 (4.356)] [KD 4.771 (4.395)] 2024-10-12 23:24:11,221 - Train: 30.85% [385900/1251000] [308.5/1000.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.002356] [CE 4.582 (4.442)] [KD 4.682 (4.418)] 2024-10-12 23:24:23,231 - Train: 30.85% [385950/1251000] [308.5/1000.0] [batch_t 0.224 (0.240)] [data_t 0.010] [optim_t 0.214] [lr 0.002355] [CE 4.282 (4.467)] [KD 4.675 (4.542)] 2024-10-12 23:24:35,585 - Train: 30.86% [386000/1251000] [308.6/1000.0] [batch_t 0.244 (0.247)] [data_t 0.010] [optim_t 0.235] [lr 0.002355] [CE 4.800 (4.494)] [KD 4.457 (4.478)] 2024-10-12 23:24:47,736 - Train: 30.86% [386050/1251000] [308.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.002355] [CE 4.687 (4.556)] [KD 4.773 (4.518)] 2024-10-12 23:25:00,046 - Train: 30.86% [386100/1251000] [308.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.008] [optim_t 0.225] [lr 0.002355] [CE 4.503 (4.516)] [KD 4.322 (4.514)] 2024-10-12 23:25:12,542 - Train: 30.87% [386150/1251000] [308.7/1000.0] [batch_t 0.252 (0.250)] [data_t 0.007] [optim_t 0.245] [lr 0.002355] [CE 3.885 (4.453)] [KD 4.024 (4.504)] 2024-10-12 23:25:24,763 - Train: 30.87% [386200/1251000] [308.7/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.002355] [CE 4.058 (4.519)] [KD 4.411 (4.534)] 2024-10-12 23:25:36,778 - Train: 30.88% [386250/1251000] [308.8/1000.0] [batch_t 0.219 (0.240)] [data_t 0.006] [optim_t 0.213] [lr 0.002355] [CE 4.047 (4.461)] [KD 4.366 (4.457)] 2024-10-12 23:25:48,865 - Train: 30.88% [386300/1251000] [308.8/1000.0] [batch_t 0.222 (0.242)] [data_t 0.009] [optim_t 0.213] [lr 0.002354] [CE 4.327 (4.457)] [KD 4.229 (4.416)] 2024-10-12 23:26:00,692 - Train: 30.88% [386350/1251000] [308.8/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002354] [CE 5.141 (4.452)] [KD 4.944 (4.486)] 2024-10-12 23:26:12,809 - Train: 30.89% [386400/1251000] [308.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.002354] [CE 4.597 (4.448)] [KD 4.656 (4.488)] 2024-10-12 23:26:25,773 - Train: 30.89% [386450/1251000] [308.9/1000.0] [batch_t 0.222 (0.259)] [data_t 0.008] [optim_t 0.214] [lr 0.002354] [CE 4.063 (4.489)] [KD 4.242 (4.475)] 2024-10-12 23:26:37,512 - Train: 30.90% [386500/1251000] [309.0/1000.0] [batch_t 0.238 (0.235)] [data_t 0.010] [optim_t 0.228] [lr 0.002354] [CE 4.992 (4.510)] [KD 4.715 (4.568)] 2024-10-12 23:26:49,393 - Train: 30.90% [386550/1251000] [309.0/1000.0] [batch_t 0.212 (0.237)] [data_t 0.008] [optim_t 0.204] [lr 0.002354] [CE 4.713 (4.436)] [KD 4.406 (4.422)] 2024-10-12 23:26:59,582 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.154)] [top1_cnt 35407] [top5_cnt 45158] [top_all 50000] 2024-10-12 23:26:59,582 - net: 70.814 (90.316) 2024-10-12 23:27:08,886 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 38202] [top5_cnt 46505] [top_all 50000] 2024-10-12 23:27:08,887 - net_E: 76.404 (93.010) 2024-10-12 23:27:09,105 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.404 (epoch: 309)] 2024-10-12 23:27:09,106 - ==> Total time: 1 day, 2:49:01 Eta: 2 days, 11:58:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:27:31,124 - Train: 30.90% [386600/1251000] [309.0/1000.0] [batch_t 0.222 (0.247)] [data_t 0.006] [optim_t 0.216] [lr 0.002353] [CE 4.570 (4.505)] [KD 4.271 (4.465)] 2024-10-12 23:27:44,102 - Train: 30.91% [386650/1251000] [309.1/1000.0] [batch_t 0.229 (0.259)] [data_t 0.009] [optim_t 0.220] [lr 0.002353] [CE 3.897 (4.464)] [KD 4.162 (4.412)] 2024-10-12 23:27:56,029 - Train: 30.91% [386700/1251000] [309.1/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.002353] [CE 4.087 (4.363)] [KD 4.421 (4.386)] 2024-10-12 23:28:07,812 - Train: 30.92% [386750/1251000] [309.2/1000.0] [batch_t 0.242 (0.235)] [data_t 0.008] [optim_t 0.234] [lr 0.002353] [CE 4.945 (4.441)] [KD 4.664 (4.489)] 2024-10-12 23:28:19,834 - Train: 30.92% [386800/1251000] [309.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.010] [optim_t 0.222] [lr 0.002353] [CE 3.916 (4.497)] [KD 4.345 (4.496)] 2024-10-12 23:28:31,680 - Train: 30.92% [386850/1251000] [309.2/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.002353] [CE 4.371 (4.474)] [KD 4.191 (4.475)] 2024-10-12 23:28:43,462 - Train: 30.93% [386900/1251000] [309.3/1000.0] [batch_t 0.254 (0.235)] [data_t 0.010] [optim_t 0.244] [lr 0.002353] [CE 4.308 (4.430)] [KD 4.307 (4.362)] 2024-10-12 23:28:55,748 - Train: 30.93% [386950/1251000] [309.3/1000.0] [batch_t 0.219 (0.246)] [data_t 0.010] [optim_t 0.208] [lr 0.002352] [CE 4.539 (4.451)] [KD 4.517 (4.452)] 2024-10-12 23:29:07,894 - Train: 30.94% [387000/1251000] [309.4/1000.0] [batch_t 0.460 (0.243)] [data_t 0.008] [optim_t 0.452] [lr 0.002352] [CE 4.421 (4.513)] [KD 4.611 (4.524)] 2024-10-12 23:29:19,597 - Train: 30.94% [387050/1251000] [309.4/1000.0] [batch_t 0.243 (0.234)] [data_t 0.009] [optim_t 0.234] [lr 0.002352] [CE 4.328 (4.469)] [KD 4.524 (4.513)] 2024-10-12 23:29:31,552 - Train: 30.94% [387100/1251000] [309.4/1000.0] [batch_t 0.241 (0.239)] [data_t 0.008] [optim_t 0.234] [lr 0.002352] [CE 4.490 (4.482)] [KD 4.458 (4.447)] 2024-10-12 23:29:43,380 - Train: 30.95% [387150/1251000] [309.5/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002352] [CE 3.886 (4.448)] [KD 4.088 (4.421)] 2024-10-12 23:29:55,617 - Train: 30.95% [387200/1251000] [309.5/1000.0] [batch_t 0.222 (0.245)] [data_t 0.010] [optim_t 0.212] [lr 0.002352] [CE 4.754 (4.348)] [KD 4.757 (4.389)] 2024-10-12 23:30:07,892 - Train: 30.96% [387250/1251000] [309.6/1000.0] [batch_t 0.231 (0.245)] [data_t 0.011] [optim_t 0.220] [lr 0.002351] [CE 4.014 (4.420)] [KD 4.420 (4.458)] 2024-10-12 23:30:20,626 - Train: 30.96% [387300/1251000] [309.6/1000.0] [batch_t 0.250 (0.254)] [data_t 0.008] [optim_t 0.242] [lr 0.002351] [CE 4.509 (4.490)] [KD 4.612 (4.520)] 2024-10-12 23:30:32,705 - Train: 30.96% [387350/1251000] [309.6/1000.0] [batch_t 0.254 (0.241)] [data_t 0.009] [optim_t 0.245] [lr 0.002351] [CE 5.142 (4.433)] [KD 5.071 (4.453)] 2024-10-12 23:30:44,572 - Train: 30.97% [387400/1251000] [309.7/1000.0] [batch_t 0.244 (0.237)] [data_t 0.010] [optim_t 0.234] [lr 0.002351] [CE 4.256 (4.462)] [KD 4.346 (4.387)] 2024-10-12 23:30:56,509 - Train: 30.97% [387450/1251000] [309.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.002351] [CE 4.512 (4.514)] [KD 4.430 (4.452)] 2024-10-12 23:31:08,492 - Train: 30.98% [387500/1251000] [309.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.008] [optim_t 0.225] [lr 0.002351] [CE 4.489 (4.535)] [KD 4.601 (4.437)] 2024-10-12 23:31:20,709 - Train: 30.98% [387550/1251000] [309.8/1000.0] [batch_t 0.221 (0.244)] [data_t 0.006] [optim_t 0.215] [lr 0.002350] [CE 4.529 (4.380)] [KD 4.509 (4.421)] 2024-10-12 23:31:32,686 - Train: 30.98% [387600/1251000] [309.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002350] [CE 4.460 (4.526)] [KD 4.262 (4.461)] 2024-10-12 23:31:45,026 - Train: 30.99% [387650/1251000] [309.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.002350] [CE 4.400 (4.474)] [KD 4.595 (4.491)] 2024-10-12 23:31:57,054 - Train: 30.99% [387700/1251000] [309.9/1000.0] [batch_t 0.387 (0.240)] [data_t 0.008] [optim_t 0.379] [lr 0.002350] [CE 4.275 (4.462)] [KD 4.393 (4.479)] 2024-10-12 23:32:08,752 - Train: 31.00% [387750/1251000] [310.0/1000.0] [batch_t 0.247 (0.234)] [data_t 0.008] [optim_t 0.238] [lr 0.002350] [CE 5.056 (4.485)] [KD 4.813 (4.470)] 2024-10-12 23:32:20,660 - Train: 31.00% [387800/1251000] [310.0/1000.0] [batch_t 0.223 (0.238)] [data_t 0.008] [optim_t 0.215] [lr 0.002350] [CE 5.076 (4.518)] [KD 4.681 (4.518)] 2024-10-12 23:32:31,829 - Test (net): 100.00% [50/50] [batch_t 0.380 (0.164)] [top1_cnt 35559] [top5_cnt 45204] [top_all 50000] 2024-10-12 23:32:31,830 - net: 71.118 (90.408) 2024-10-12 23:32:41,072 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 38182] [top5_cnt 46509] [top_all 50000] 2024-10-12 23:32:41,073 - net_E: 76.364 (93.018) 2024-10-12 23:32:41,276 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.404 (epoch: 309)] 2024-10-12 23:32:41,277 - ==> Total time: 1 day, 2:54:34 Eta: 2 days, 11:53:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:32:54,575 - Train: 31.00% [387850/1251000] [310.0/1000.0] [batch_t 0.230 (0.259)] [data_t 0.009] [optim_t 0.222] [lr 0.002350] [CE 4.833 (4.502)] [KD 4.637 (4.461)] 2024-10-12 23:33:07,206 - Train: 31.01% [387900/1251000] [310.1/1000.0] [batch_t 0.251 (0.252)] [data_t 0.008] [optim_t 0.243] [lr 0.002349] [CE 4.377 (4.428)] [KD 4.550 (4.430)] 2024-10-12 23:33:19,176 - Train: 31.01% [387950/1251000] [310.1/1000.0] [batch_t 0.222 (0.239)] [data_t 0.010] [optim_t 0.212] [lr 0.002349] [CE 4.521 (4.372)] [KD 4.636 (4.389)] 2024-10-12 23:33:30,953 - Train: 31.02% [388000/1251000] [310.2/1000.0] [batch_t 0.252 (0.235)] [data_t 0.007] [optim_t 0.245] [lr 0.002349] [CE 4.340 (4.476)] [KD 4.518 (4.432)] 2024-10-12 23:33:42,851 - Train: 31.02% [388050/1251000] [310.2/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.002349] [CE 4.149 (4.494)] [KD 4.321 (4.474)] 2024-10-12 23:33:55,370 - Train: 31.02% [388100/1251000] [310.2/1000.0] [batch_t 0.222 (0.250)] [data_t 0.008] [optim_t 0.215] [lr 0.002349] [CE 4.685 (4.417)] [KD 4.211 (4.452)] 2024-10-12 23:34:07,231 - Train: 31.03% [388150/1251000] [310.3/1000.0] [batch_t 0.223 (0.237)] [data_t 0.008] [optim_t 0.215] [lr 0.002349] [CE 4.574 (4.464)] [KD 4.716 (4.406)] 2024-10-12 23:34:18,929 - Train: 31.03% [388200/1251000] [310.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.007] [optim_t 0.227] [lr 0.002348] [CE 4.867 (4.443)] [KD 4.383 (4.395)] 2024-10-12 23:34:31,213 - Train: 31.04% [388250/1251000] [310.4/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.002348] [CE 4.295 (4.493)] [KD 4.523 (4.458)] 2024-10-12 23:34:43,279 - Train: 31.04% [388300/1251000] [310.4/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.002348] [CE 4.218 (4.464)] [KD 4.226 (4.520)] 2024-10-12 23:34:55,096 - Train: 31.04% [388350/1251000] [310.4/1000.0] [batch_t 0.242 (0.236)] [data_t 0.010] [optim_t 0.232] [lr 0.002348] [CE 4.539 (4.479)] [KD 4.450 (4.515)] 2024-10-12 23:35:06,817 - Train: 31.05% [388400/1251000] [310.5/1000.0] [batch_t 0.225 (0.234)] [data_t 0.007] [optim_t 0.218] [lr 0.002348] [CE 4.241 (4.456)] [KD 4.511 (4.502)] 2024-10-12 23:35:19,180 - Train: 31.05% [388450/1251000] [310.5/1000.0] [batch_t 0.225 (0.247)] [data_t 0.008] [optim_t 0.217] [lr 0.002348] [CE 4.916 (4.388)] [KD 4.423 (4.454)] 2024-10-12 23:35:31,554 - Train: 31.06% [388500/1251000] [310.6/1000.0] [batch_t 0.223 (0.247)] [data_t 0.009] [optim_t 0.214] [lr 0.002348] [CE 4.102 (4.493)] [KD 4.212 (4.550)] 2024-10-12 23:35:43,520 - Train: 31.06% [388550/1251000] [310.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.225] [lr 0.002347] [CE 4.883 (4.485)] [KD 5.023 (4.487)] 2024-10-12 23:35:55,215 - Train: 31.06% [388600/1251000] [310.6/1000.0] [batch_t 0.244 (0.234)] [data_t 0.010] [optim_t 0.234] [lr 0.002347] [CE 4.686 (4.503)] [KD 4.892 (4.508)] 2024-10-12 23:36:06,993 - Train: 31.07% [388650/1251000] [310.7/1000.0] [batch_t 0.238 (0.235)] [data_t 0.010] [optim_t 0.228] [lr 0.002347] [CE 4.169 (4.411)] [KD 4.073 (4.352)] 2024-10-12 23:36:19,305 - Train: 31.07% [388700/1251000] [310.7/1000.0] [batch_t 0.220 (0.246)] [data_t 0.010] [optim_t 0.210] [lr 0.002347] [CE 4.552 (4.413)] [KD 4.614 (4.393)] 2024-10-12 23:36:31,270 - Train: 31.08% [388750/1251000] [310.8/1000.0] [batch_t 0.222 (0.239)] [data_t 0.008] [optim_t 0.214] [lr 0.002347] [CE 4.609 (4.372)] [KD 4.470 (4.275)] 2024-10-12 23:36:42,803 - Train: 31.08% [388800/1251000] [310.8/1000.0] [batch_t 0.239 (0.230)] [data_t 0.010] [optim_t 0.228] [lr 0.002347] [CE 4.526 (4.517)] [KD 4.380 (4.487)] 2024-10-12 23:36:54,706 - Train: 31.08% [388850/1251000] [310.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.008] [optim_t 0.232] [lr 0.002346] [CE 4.580 (4.486)] [KD 4.723 (4.488)] 2024-10-12 23:37:07,183 - Train: 31.09% [388900/1251000] [310.9/1000.0] [batch_t 0.253 (0.249)] [data_t 0.010] [optim_t 0.243] [lr 0.002346] [CE 4.095 (4.445)] [KD 4.480 (4.432)] 2024-10-12 23:37:19,052 - Train: 31.09% [388950/1251000] [310.9/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002346] [CE 5.039 (4.500)] [KD 4.815 (4.444)] 2024-10-12 23:37:31,018 - Train: 31.10% [389000/1251000] [311.0/1000.0] [batch_t 0.232 (0.239)] [data_t 0.006] [optim_t 0.226] [lr 0.002346] [CE 4.438 (4.486)] [KD 4.369 (4.389)] 2024-10-12 23:37:42,800 - Train: 31.10% [389050/1251000] [311.0/1000.0] [batch_t 0.221 (0.235)] [data_t 0.008] [optim_t 0.213] [lr 0.002346] [CE 4.455 (4.406)] [KD 4.219 (4.304)] 2024-10-12 23:37:54,223 - Test (net): 100.00% [50/50] [batch_t 0.056 (0.167)] [top1_cnt 35829] [top5_cnt 45402] [top_all 50000] 2024-10-12 23:37:54,224 - net: 71.658 (90.804) 2024-10-12 23:38:03,777 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.175)] [top1_cnt 38190] [top5_cnt 46517] [top_all 50000] 2024-10-12 23:38:03,778 - net_E: 76.380 (93.034) 2024-10-12 23:38:03,991 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.404 (epoch: 309)] 2024-10-12 23:38:03,992 - ==> Total time: 1 day, 2:59:56 Eta: 2 days, 11:48:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:38:18,004 - Train: 31.10% [389100/1251000] [311.0/1000.0] [batch_t 0.260 (0.256)] [data_t 0.007] [optim_t 0.253] [lr 0.002346] [CE 4.106 (4.415)] [KD 4.175 (4.296)] 2024-10-12 23:38:30,490 - Train: 31.11% [389150/1251000] [311.1/1000.0] [batch_t 0.215 (0.249)] [data_t 0.010] [optim_t 0.204] [lr 0.002346] [CE 4.300 (4.444)] [KD 4.341 (4.433)] 2024-10-12 23:38:42,397 - Train: 31.11% [389200/1251000] [311.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.007] [optim_t 0.227] [lr 0.002345] [CE 4.294 (4.453)] [KD 4.204 (4.380)] 2024-10-12 23:38:54,344 - Train: 31.12% [389250/1251000] [311.2/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002345] [CE 4.646 (4.407)] [KD 4.656 (4.341)] 2024-10-12 23:39:06,017 - Train: 31.12% [389300/1251000] [311.2/1000.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002345] [CE 4.464 (4.454)] [KD 4.500 (4.469)] 2024-10-12 23:39:18,128 - Train: 31.12% [389350/1251000] [311.2/1000.0] [batch_t 0.229 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.002345] [CE 4.551 (4.462)] [KD 4.523 (4.345)] 2024-10-12 23:39:30,364 - Train: 31.13% [389400/1251000] [311.3/1000.0] [batch_t 0.230 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.002345] [CE 4.667 (4.508)] [KD 4.363 (4.462)] 2024-10-12 23:39:42,731 - Train: 31.13% [389450/1251000] [311.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.008] [optim_t 0.226] [lr 0.002345] [CE 4.694 (4.458)] [KD 4.572 (4.444)] 2024-10-12 23:39:54,695 - Train: 31.14% [389500/1251000] [311.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002344] [CE 4.739 (4.448)] [KD 4.717 (4.423)] 2024-10-12 23:40:06,457 - Train: 31.14% [389550/1251000] [311.4/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.002344] [CE 4.678 (4.485)] [KD 4.350 (4.555)] 2024-10-12 23:40:18,670 - Train: 31.14% [389600/1251000] [311.4/1000.0] [batch_t 0.215 (0.244)] [data_t 0.006] [optim_t 0.209] [lr 0.002344] [CE 4.615 (4.491)] [KD 4.258 (4.398)] 2024-10-12 23:40:30,679 - Train: 31.15% [389650/1251000] [311.5/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.002344] [CE 4.235 (4.463)] [KD 4.466 (4.457)] 2024-10-12 23:40:42,254 - Train: 31.15% [389700/1251000] [311.5/1000.0] [batch_t 0.241 (0.231)] [data_t 0.008] [optim_t 0.233] [lr 0.002344] [CE 4.683 (4.445)] [KD 4.514 (4.397)] 2024-10-12 23:40:54,420 - Train: 31.16% [389750/1251000] [311.6/1000.0] [batch_t 0.213 (0.243)] [data_t 0.006] [optim_t 0.207] [lr 0.002344] [CE 4.564 (4.487)] [KD 4.546 (4.425)] 2024-10-12 23:41:06,548 - Train: 31.16% [389800/1251000] [311.6/1000.0] [batch_t 0.242 (0.242)] [data_t 0.008] [optim_t 0.234] [lr 0.002344] [CE 4.374 (4.455)] [KD 4.545 (4.459)] 2024-10-12 23:41:18,849 - Train: 31.16% [389850/1251000] [311.6/1000.0] [batch_t 0.251 (0.246)] [data_t 0.007] [optim_t 0.243] [lr 0.002343] [CE 4.713 (4.448)] [KD 4.256 (4.446)] 2024-10-12 23:41:31,168 - Train: 31.17% [389900/1251000] [311.7/1000.0] [batch_t 0.240 (0.246)] [data_t 0.006] [optim_t 0.234] [lr 0.002343] [CE 4.400 (4.469)] [KD 4.316 (4.444)] 2024-10-12 23:41:43,156 - Train: 31.17% [389950/1251000] [311.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.223] [lr 0.002343] [CE 4.545 (4.440)] [KD 4.529 (4.478)] 2024-10-12 23:41:55,081 - Train: 31.18% [390000/1251000] [311.8/1000.0] [batch_t 0.251 (0.238)] [data_t 0.007] [optim_t 0.245] [lr 0.002343] [CE 4.269 (4.463)] [KD 4.344 (4.486)] 2024-10-12 23:42:07,040 - Train: 31.18% [390050/1251000] [311.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.008] [optim_t 0.235] [lr 0.002343] [CE 4.560 (4.543)] [KD 4.711 (4.483)] 2024-10-12 23:42:19,600 - Train: 31.18% [390100/1251000] [311.8/1000.0] [batch_t 0.250 (0.251)] [data_t 0.009] [optim_t 0.241] [lr 0.002343] [CE 4.640 (4.423)] [KD 4.801 (4.525)] 2024-10-12 23:42:31,674 - Train: 31.19% [390150/1251000] [311.9/1000.0] [batch_t 0.415 (0.241)] [data_t 0.007] [optim_t 0.408] [lr 0.002342] [CE 4.071 (4.445)] [KD 4.363 (4.487)] 2024-10-12 23:42:43,650 - Train: 31.19% [390200/1251000] [311.9/1000.0] [batch_t 0.219 (0.239)] [data_t 0.010] [optim_t 0.209] [lr 0.002342] [CE 4.529 (4.478)] [KD 4.460 (4.502)] 2024-10-12 23:42:55,663 - Train: 31.20% [390250/1251000] [312.0/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002342] [CE 4.301 (4.389)] [KD 4.267 (4.411)] 2024-10-12 23:43:07,473 - Train: 31.20% [390300/1251000] [312.0/1000.0] [batch_t 0.220 (0.236)] [data_t 0.008] [optim_t 0.212] [lr 0.002342] [CE 4.589 (4.497)] [KD 4.268 (4.499)] 2024-10-12 23:43:19,442 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.174)] [top1_cnt 35638] [top5_cnt 45114] [top_all 50000] 2024-10-12 23:43:19,443 - net: 71.276 (90.228) 2024-10-12 23:43:29,159 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.178)] [top1_cnt 38196] [top5_cnt 46520] [top_all 50000] 2024-10-12 23:43:29,160 - net_E: 76.392 (93.040) 2024-10-12 23:43:29,379 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.404 (epoch: 309)] 2024-10-12 23:43:29,380 - ==> Total time: 1 day, 3:05:22 Eta: 2 days, 11:44:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:43:41,777 - Train: 31.20% [390350/1251000] [312.0/1000.0] [batch_t 0.229 (0.255)] [data_t 0.009] [optim_t 0.220] [lr 0.002342] [CE 4.484 (4.498)] [KD 4.395 (4.500)] 2024-10-12 23:43:54,460 - Train: 31.21% [390400/1251000] [312.1/1000.0] [batch_t 0.232 (0.253)] [data_t 0.008] [optim_t 0.224] [lr 0.002342] [CE 4.101 (4.413)] [KD 4.386 (4.445)] 2024-10-12 23:44:06,982 - Train: 31.21% [390450/1251000] [312.1/1000.0] [batch_t 0.240 (0.250)] [data_t 0.010] [optim_t 0.230] [lr 0.002342] [CE 4.419 (4.513)] [KD 4.178 (4.476)] 2024-10-12 23:44:18,951 - Train: 31.22% [390500/1251000] [312.2/1000.0] [batch_t 0.247 (0.239)] [data_t 0.007] [optim_t 0.240] [lr 0.002341] [CE 4.173 (4.542)] [KD 4.791 (4.479)] 2024-10-12 23:44:31,301 - Train: 31.22% [390550/1251000] [312.2/1000.0] [batch_t 0.226 (0.247)] [data_t 0.007] [optim_t 0.219] [lr 0.002341] [CE 4.389 (4.490)] [KD 4.466 (4.410)] 2024-10-12 23:44:43,688 - Train: 31.22% [390600/1251000] [312.2/1000.0] [batch_t 0.232 (0.248)] [data_t 0.007] [optim_t 0.225] [lr 0.002341] [CE 4.154 (4.526)] [KD 4.333 (4.449)] 2024-10-12 23:44:55,594 - Train: 31.23% [390650/1251000] [312.3/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.002341] [CE 4.937 (4.478)] [KD 4.489 (4.394)] 2024-10-12 23:45:07,899 - Train: 31.23% [390700/1251000] [312.3/1000.0] [batch_t 0.254 (0.246)] [data_t 0.007] [optim_t 0.247] [lr 0.002341] [CE 4.474 (4.440)] [KD 4.109 (4.422)] 2024-10-12 23:45:20,059 - Train: 31.24% [390750/1251000] [312.4/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.002341] [CE 3.944 (4.425)] [KD 4.001 (4.440)] 2024-10-12 23:45:32,585 - Train: 31.24% [390800/1251000] [312.4/1000.0] [batch_t 0.227 (0.250)] [data_t 0.007] [optim_t 0.220] [lr 0.002340] [CE 4.545 (4.492)] [KD 4.582 (4.562)] 2024-10-12 23:45:44,375 - Train: 31.24% [390850/1251000] [312.4/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.002340] [CE 4.802 (4.463)] [KD 4.657 (4.527)] 2024-10-12 23:45:56,210 - Train: 31.25% [390900/1251000] [312.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002340] [CE 4.426 (4.429)] [KD 4.490 (4.478)] 2024-10-12 23:46:08,066 - Train: 31.25% [390950/1251000] [312.5/1000.0] [batch_t 0.229 (0.237)] [data_t 0.008] [optim_t 0.222] [lr 0.002340] [CE 4.368 (4.404)] [KD 4.427 (4.397)] 2024-10-12 23:46:20,896 - Train: 31.25% [391000/1251000] [312.5/1000.0] [batch_t 0.428 (0.256)] [data_t 0.009] [optim_t 0.419] [lr 0.002340] [CE 4.315 (4.423)] [KD 4.285 (4.449)] 2024-10-12 23:46:33,115 - Train: 31.26% [391050/1251000] [312.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.002340] [CE 4.314 (4.427)] [KD 4.229 (4.387)] 2024-10-12 23:46:45,113 - Train: 31.26% [391100/1251000] [312.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.002340] [CE 4.977 (4.486)] [KD 4.701 (4.489)] 2024-10-12 23:46:57,246 - Train: 31.27% [391150/1251000] [312.7/1000.0] [batch_t 0.244 (0.243)] [data_t 0.007] [optim_t 0.237] [lr 0.002339] [CE 4.700 (4.445)] [KD 4.631 (4.438)] 2024-10-12 23:47:09,563 - Train: 31.27% [391200/1251000] [312.7/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.224] [lr 0.002339] [CE 4.673 (4.463)] [KD 4.410 (4.406)] 2024-10-12 23:47:21,655 - Train: 31.27% [391250/1251000] [312.7/1000.0] [batch_t 0.246 (0.242)] [data_t 0.008] [optim_t 0.238] [lr 0.002339] [CE 4.955 (4.455)] [KD 4.673 (4.397)] 2024-10-12 23:47:33,767 - Train: 31.28% [391300/1251000] [312.8/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.002339] [CE 4.395 (4.432)] [KD 4.309 (4.453)] 2024-10-12 23:47:46,152 - Train: 31.28% [391350/1251000] [312.8/1000.0] [batch_t 0.230 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.002339] [CE 4.323 (4.409)] [KD 4.523 (4.462)] 2024-10-12 23:47:58,056 - Train: 31.29% [391400/1251000] [312.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.002339] [CE 4.183 (4.445)] [KD 4.306 (4.431)] 2024-10-12 23:48:10,662 - Train: 31.29% [391450/1251000] [312.9/1000.0] [batch_t 0.234 (0.252)] [data_t 0.007] [optim_t 0.227] [lr 0.002338] [CE 4.916 (4.431)] [KD 4.580 (4.433)] 2024-10-12 23:48:22,574 - Train: 31.29% [391500/1251000] [312.9/1000.0] [batch_t 0.230 (0.238)] [data_t 0.006] [optim_t 0.224] [lr 0.002338] [CE 4.398 (4.441)] [KD 4.260 (4.454)] 2024-10-12 23:48:34,540 - Train: 31.30% [391550/1251000] [313.0/1000.0] [batch_t 0.212 (0.239)] [data_t 0.007] [optim_t 0.205] [lr 0.002338] [CE 4.460 (4.473)] [KD 4.754 (4.471)] 2024-10-12 23:48:46,163 - Test (net): 100.00% [50/50] [batch_t 0.125 (0.167)] [top1_cnt 35266] [top5_cnt 45105] [top_all 50000] 2024-10-12 23:48:46,164 - net: 70.532 (90.210) 2024-10-12 23:48:55,264 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 38210] [top5_cnt 46526] [top_all 50000] 2024-10-12 23:48:55,265 - net_E: 76.420 (93.052) 2024-10-12 23:48:55,489 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.420 (epoch: 313)] 2024-10-12 23:48:55,489 - ==> Total time: 1 day, 3:10:48 Eta: 2 days, 11:39:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:49:18,574 - Train: 31.30% [391600/1251000] [313.0/1000.0] [batch_t 0.240 (0.257)] [data_t 0.007] [optim_t 0.233] [lr 0.002338] [CE 5.038 (4.462)] [KD 4.861 (4.467)] 2024-10-12 23:49:30,636 - Train: 31.31% [391650/1251000] [313.1/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.002338] [CE 4.664 (4.456)] [KD 4.462 (4.423)] 2024-10-12 23:49:42,886 - Train: 31.31% [391700/1251000] [313.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.007] [optim_t 0.230] [lr 0.002338] [CE 4.497 (4.463)] [KD 4.275 (4.439)] 2024-10-12 23:49:55,015 - Train: 31.31% [391750/1251000] [313.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.010] [optim_t 0.222] [lr 0.002338] [CE 4.184 (4.443)] [KD 4.254 (4.408)] 2024-10-12 23:50:06,605 - Train: 31.32% [391800/1251000] [313.2/1000.0] [batch_t 0.266 (0.232)] [data_t 0.008] [optim_t 0.258] [lr 0.002337] [CE 4.636 (4.420)] [KD 4.397 (4.430)] 2024-10-12 23:50:18,329 - Train: 31.32% [391850/1251000] [313.2/1000.0] [batch_t 0.236 (0.234)] [data_t 0.007] [optim_t 0.229] [lr 0.002337] [CE 4.277 (4.409)] [KD 4.368 (4.362)] 2024-10-12 23:50:30,979 - Train: 31.33% [391900/1251000] [313.3/1000.0] [batch_t 0.225 (0.253)] [data_t 0.010] [optim_t 0.216] [lr 0.002337] [CE 4.666 (4.478)] [KD 4.460 (4.343)] 2024-10-12 23:50:43,130 - Train: 31.33% [391950/1251000] [313.3/1000.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.212] [lr 0.002337] [CE 4.271 (4.390)] [KD 4.146 (4.279)] 2024-10-12 23:50:54,474 - Train: 31.33% [392000/1251000] [313.3/1000.0] [batch_t 0.214 (0.227)] [data_t 0.011] [optim_t 0.203] [lr 0.002337] [CE 4.533 (4.465)] [KD 4.723 (4.450)] 2024-10-12 23:51:06,334 - Train: 31.34% [392050/1251000] [313.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.011] [optim_t 0.223] [lr 0.002337] [CE 4.268 (4.499)] [KD 4.350 (4.436)] 2024-10-12 23:51:18,277 - Train: 31.34% [392100/1251000] [313.4/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002336] [CE 4.354 (4.461)] [KD 4.728 (4.459)] 2024-10-12 23:51:30,913 - Train: 31.35% [392150/1251000] [313.5/1000.0] [batch_t 0.232 (0.253)] [data_t 0.006] [optim_t 0.226] [lr 0.002336] [CE 5.029 (4.487)] [KD 4.577 (4.490)] 2024-10-12 23:51:42,604 - Train: 31.35% [392200/1251000] [313.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.002336] [CE 4.300 (4.506)] [KD 4.328 (4.472)] 2024-10-12 23:51:54,541 - Train: 31.35% [392250/1251000] [313.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.008] [optim_t 0.225] [lr 0.002336] [CE 4.817 (4.488)] [KD 4.596 (4.448)] 2024-10-12 23:52:06,747 - Train: 31.36% [392300/1251000] [313.6/1000.0] [batch_t 0.225 (0.244)] [data_t 0.007] [optim_t 0.218] [lr 0.002336] [CE 4.767 (4.478)] [KD 4.489 (4.466)] 2024-10-12 23:52:19,203 - Train: 31.36% [392350/1251000] [313.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.007] [optim_t 0.225] [lr 0.002336] [CE 3.691 (4.401)] [KD 4.372 (4.478)] 2024-10-12 23:52:31,015 - Train: 31.37% [392400/1251000] [313.7/1000.0] [batch_t 0.240 (0.236)] [data_t 0.010] [optim_t 0.231] [lr 0.002335] [CE 3.921 (4.419)] [KD 4.201 (4.463)] 2024-10-12 23:52:43,376 - Train: 31.37% [392450/1251000] [313.7/1000.0] [batch_t 0.229 (0.247)] [data_t 0.008] [optim_t 0.221] [lr 0.002335] [CE 4.387 (4.434)] [KD 4.205 (4.483)] 2024-10-12 23:52:55,716 - Train: 31.37% [392500/1251000] [313.7/1000.0] [batch_t 0.230 (0.247)] [data_t 0.010] [optim_t 0.220] [lr 0.002335] [CE 4.174 (4.377)] [KD 4.364 (4.384)] 2024-10-12 23:53:07,556 - Train: 31.38% [392550/1251000] [313.8/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002335] [CE 4.118 (4.479)] [KD 4.266 (4.441)] 2024-10-12 23:53:19,610 - Train: 31.38% [392600/1251000] [313.8/1000.0] [batch_t 0.218 (0.241)] [data_t 0.008] [optim_t 0.210] [lr 0.002335] [CE 4.353 (4.419)] [KD 4.223 (4.460)] 2024-10-12 23:53:31,632 - Train: 31.39% [392650/1251000] [313.9/1000.0] [batch_t 0.224 (0.240)] [data_t 0.010] [optim_t 0.214] [lr 0.002335] [CE 4.580 (4.466)] [KD 4.755 (4.517)] 2024-10-12 23:53:43,757 - Train: 31.39% [392700/1251000] [313.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.002335] [CE 4.176 (4.419)] [KD 4.485 (4.567)] 2024-10-12 23:53:55,757 - Train: 31.39% [392750/1251000] [313.9/1000.0] [batch_t 0.211 (0.240)] [data_t 0.006] [optim_t 0.205] [lr 0.002334] [CE 4.518 (4.389)] [KD 4.379 (4.463)] 2024-10-12 23:54:07,685 - Train: 31.40% [392800/1251000] [314.0/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.002334] [CE 4.615 (4.451)] [KD 4.510 (4.467)] 2024-10-12 23:54:21,450 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.202)] [top1_cnt 35538] [top5_cnt 45191] [top_all 50000] 2024-10-12 23:54:21,451 - net: 71.076 (90.382) 2024-10-12 23:54:31,808 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.192)] [top1_cnt 38205] [top5_cnt 46524] [top_all 50000] 2024-10-12 23:54:31,809 - net_E: 76.410 (93.048) 2024-10-12 23:54:32,010 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.420 (epoch: 313)] 2024-10-12 23:54:32,010 - ==> Total time: 1 day, 3:16:24 Eta: 2 days, 11:35:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-12 23:54:44,579 - Train: 31.40% [392850/1251000] [314.0/1000.0] [batch_t 0.235 (0.250)] [data_t 0.011] [optim_t 0.224] [lr 0.002334] [CE 4.897 (4.422)] [KD 4.668 (4.398)] 2024-10-12 23:54:56,675 - Train: 31.41% [392900/1251000] [314.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.002334] [CE 4.145 (4.478)] [KD 4.347 (4.462)] 2024-10-12 23:55:09,597 - Train: 31.41% [392950/1251000] [314.1/1000.0] [batch_t 0.229 (0.258)] [data_t 0.007] [optim_t 0.222] [lr 0.002334] [CE 4.273 (4.387)] [KD 4.393 (4.467)] 2024-10-12 23:55:21,430 - Train: 31.41% [393000/1251000] [314.1/1000.0] [batch_t 0.240 (0.237)] [data_t 0.010] [optim_t 0.230] [lr 0.002334] [CE 4.640 (4.488)] [KD 4.384 (4.440)] 2024-10-12 23:55:33,161 - Train: 31.42% [393050/1251000] [314.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.010] [optim_t 0.227] [lr 0.002333] [CE 4.623 (4.468)] [KD 5.055 (4.436)] 2024-10-12 23:55:45,295 - Train: 31.42% [393100/1251000] [314.2/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.002333] [CE 4.391 (4.421)] [KD 4.272 (4.432)] 2024-10-12 23:55:57,396 - Train: 31.43% [393150/1251000] [314.3/1000.0] [batch_t 0.412 (0.242)] [data_t 0.008] [optim_t 0.404] [lr 0.002333] [CE 4.389 (4.493)] [KD 4.468 (4.464)] 2024-10-12 23:56:09,253 - Train: 31.43% [393200/1251000] [314.3/1000.0] [batch_t 0.224 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.002333] [CE 4.487 (4.461)] [KD 4.232 (4.440)] 2024-10-12 23:56:21,712 - Train: 31.43% [393250/1251000] [314.3/1000.0] [batch_t 0.224 (0.249)] [data_t 0.008] [optim_t 0.217] [lr 0.002333] [CE 4.599 (4.512)] [KD 4.770 (4.470)] 2024-10-12 23:56:33,732 - Train: 31.44% [393300/1251000] [314.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.006] [optim_t 0.230] [lr 0.002333] [CE 4.511 (4.421)] [KD 4.556 (4.451)] 2024-10-12 23:56:45,918 - Train: 31.44% [393350/1251000] [314.4/1000.0] [batch_t 0.269 (0.244)] [data_t 0.009] [optim_t 0.261] [lr 0.002333] [CE 4.374 (4.525)] [KD 4.411 (4.520)] 2024-10-12 23:56:58,381 - Train: 31.45% [393400/1251000] [314.5/1000.0] [batch_t 0.431 (0.249)] [data_t 0.011] [optim_t 0.420] [lr 0.002332] [CE 4.356 (4.401)] [KD 4.538 (4.399)] 2024-10-12 23:57:10,116 - Train: 31.45% [393450/1251000] [314.5/1000.0] [batch_t 0.235 (0.235)] [data_t 0.007] [optim_t 0.228] [lr 0.002332] [CE 4.348 (4.519)] [KD 4.658 (4.487)] 2024-10-12 23:57:22,028 - Train: 31.45% [393500/1251000] [314.5/1000.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.002332] [CE 4.652 (4.473)] [KD 4.695 (4.550)] 2024-10-12 23:57:34,261 - Train: 31.46% [393550/1251000] [314.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.008] [optim_t 0.223] [lr 0.002332] [CE 4.572 (4.453)] [KD 4.735 (4.412)] 2024-10-12 23:57:46,323 - Train: 31.46% [393600/1251000] [314.6/1000.0] [batch_t 0.244 (0.241)] [data_t 0.010] [optim_t 0.234] [lr 0.002332] [CE 4.084 (4.467)] [KD 4.315 (4.449)] 2024-10-12 23:57:58,117 - Train: 31.47% [393650/1251000] [314.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.002332] [CE 4.628 (4.503)] [KD 4.322 (4.431)] 2024-10-12 23:58:10,154 - Train: 31.47% [393700/1251000] [314.7/1000.0] [batch_t 0.249 (0.241)] [data_t 0.007] [optim_t 0.242] [lr 0.002331] [CE 4.230 (4.455)] [KD 4.194 (4.377)] 2024-10-12 23:58:22,342 - Train: 31.47% [393750/1251000] [314.7/1000.0] [batch_t 0.223 (0.244)] [data_t 0.011] [optim_t 0.212] [lr 0.002331] [CE 4.488 (4.438)] [KD 4.616 (4.409)] 2024-10-12 23:58:34,230 - Train: 31.48% [393800/1251000] [314.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.228] [lr 0.002331] [CE 4.579 (4.486)] [KD 4.535 (4.532)] 2024-10-12 23:58:46,290 - Train: 31.48% [393850/1251000] [314.8/1000.0] [batch_t 0.242 (0.241)] [data_t 0.011] [optim_t 0.231] [lr 0.002331] [CE 4.674 (4.431)] [KD 4.550 (4.483)] 2024-10-12 23:58:58,707 - Train: 31.49% [393900/1251000] [314.9/1000.0] [batch_t 0.222 (0.248)] [data_t 0.008] [optim_t 0.214] [lr 0.002331] [CE 4.360 (4.513)] [KD 4.258 (4.468)] 2024-10-12 23:59:10,685 - Train: 31.49% [393950/1251000] [314.9/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.220] [lr 0.002331] [CE 4.835 (4.463)] [KD 4.443 (4.400)] 2024-10-12 23:59:22,805 - Train: 31.49% [394000/1251000] [314.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.002331] [CE 4.405 (4.485)] [KD 4.667 (4.456)] 2024-10-12 23:59:34,659 - Train: 31.50% [394050/1251000] [315.0/1000.0] [batch_t 0.242 (0.237)] [data_t 0.016] [optim_t 0.226] [lr 0.002330] [CE 4.971 (4.474)] [KD 4.757 (4.455)] 2024-10-12 23:59:48,281 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.196)] [top1_cnt 35540] [top5_cnt 45242] [top_all 50000] 2024-10-12 23:59:48,282 - net: 71.080 (90.484) 2024-10-12 23:59:58,147 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.181)] [top1_cnt 38239] [top5_cnt 46549] [top_all 50000] 2024-10-12 23:59:58,148 - net_E: 76.478 (93.098) 2024-10-12 23:59:58,422 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.478 (epoch: 315)] 2024-10-12 23:59:58,422 - ==> Total time: 1 day, 3:21:51 Eta: 2 days, 11:30:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:00:28,935 - Train: 31.50% [394100/1251000] [315.0/1000.0] [batch_t 0.235 (0.259)] [data_t 0.011] [optim_t 0.224] [lr 0.002330] [CE 4.715 (4.519)] [KD 4.491 (4.451)] 2024-10-13 00:00:41,514 - Train: 31.51% [394150/1251000] [315.1/1000.0] [batch_t 0.253 (0.251)] [data_t 0.007] [optim_t 0.246] [lr 0.002330] [CE 4.238 (4.453)] [KD 4.401 (4.363)] 2024-10-13 00:00:53,627 - Train: 31.51% [394200/1251000] [315.1/1000.0] [batch_t 0.231 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.002330] [CE 4.824 (4.422)] [KD 4.537 (4.394)] 2024-10-13 00:01:05,528 - Train: 31.51% [394250/1251000] [315.1/1000.0] [batch_t 0.230 (0.238)] [data_t 0.011] [optim_t 0.219] [lr 0.002330] [CE 4.483 (4.489)] [KD 4.384 (4.451)] 2024-10-13 00:01:17,790 - Train: 31.52% [394300/1251000] [315.2/1000.0] [batch_t 0.247 (0.245)] [data_t 0.011] [optim_t 0.236] [lr 0.002330] [CE 4.706 (4.504)] [KD 4.560 (4.463)] 2024-10-13 00:01:29,769 - Train: 31.52% [394350/1251000] [315.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.010] [optim_t 0.227] [lr 0.002329] [CE 4.816 (4.453)] [KD 4.676 (4.423)] 2024-10-13 00:01:41,809 - Train: 31.53% [394400/1251000] [315.3/1000.0] [batch_t 0.243 (0.241)] [data_t 0.010] [optim_t 0.233] [lr 0.002329] [CE 4.402 (4.446)] [KD 4.542 (4.421)] 2024-10-13 00:01:54,079 - Train: 31.53% [394450/1251000] [315.3/1000.0] [batch_t 0.225 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.002329] [CE 4.136 (4.388)] [KD 4.304 (4.315)] 2024-10-13 00:02:05,761 - Train: 31.53% [394500/1251000] [315.3/1000.0] [batch_t 0.248 (0.233)] [data_t 0.009] [optim_t 0.239] [lr 0.002329] [CE 4.722 (4.441)] [KD 4.473 (4.405)] 2024-10-13 00:02:18,347 - Train: 31.54% [394550/1251000] [315.4/1000.0] [batch_t 0.227 (0.252)] [data_t 0.009] [optim_t 0.218] [lr 0.002329] [CE 4.338 (4.512)] [KD 4.175 (4.457)] 2024-10-13 00:02:30,981 - Train: 31.54% [394600/1251000] [315.4/1000.0] [batch_t 0.219 (0.253)] [data_t 0.009] [optim_t 0.209] [lr 0.002329] [CE 4.502 (4.449)] [KD 4.428 (4.426)] 2024-10-13 00:02:42,752 - Train: 31.55% [394650/1251000] [315.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.010] [optim_t 0.224] [lr 0.002328] [CE 4.732 (4.482)] [KD 4.671 (4.440)] 2024-10-13 00:02:54,405 - Train: 31.55% [394700/1251000] [315.5/1000.0] [batch_t 0.231 (0.233)] [data_t 0.007] [optim_t 0.224] [lr 0.002328] [CE 4.138 (4.405)] [KD 4.187 (4.352)] 2024-10-13 00:03:07,180 - Train: 31.55% [394750/1251000] [315.5/1000.0] [batch_t 0.241 (0.255)] [data_t 0.007] [optim_t 0.234] [lr 0.002328] [CE 4.500 (4.543)] [KD 4.503 (4.457)] 2024-10-13 00:03:19,996 - Train: 31.56% [394800/1251000] [315.6/1000.0] [batch_t 0.223 (0.256)] [data_t 0.007] [optim_t 0.216] [lr 0.002328] [CE 4.659 (4.506)] [KD 4.721 (4.524)] 2024-10-13 00:03:32,185 - Train: 31.56% [394850/1251000] [315.6/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.218] [lr 0.002328] [CE 4.066 (4.398)] [KD 4.213 (4.401)] 2024-10-13 00:03:44,256 - Train: 31.57% [394900/1251000] [315.7/1000.0] [batch_t 0.220 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.002328] [CE 4.056 (4.426)] [KD 4.441 (4.439)] 2024-10-13 00:03:56,446 - Train: 31.57% [394950/1251000] [315.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.228] [lr 0.002328] [CE 4.464 (4.493)] [KD 4.430 (4.414)] 2024-10-13 00:04:08,492 - Train: 31.57% [395000/1251000] [315.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002327] [CE 4.652 (4.472)] [KD 4.775 (4.525)] 2024-10-13 00:04:20,468 - Train: 31.58% [395050/1251000] [315.8/1000.0] [batch_t 0.246 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.002327] [CE 4.711 (4.407)] [KD 4.453 (4.453)] 2024-10-13 00:04:33,331 - Train: 31.58% [395100/1251000] [315.8/1000.0] [batch_t 0.250 (0.257)] [data_t 0.009] [optim_t 0.241] [lr 0.002327] [CE 4.534 (4.405)] [KD 4.097 (4.382)] 2024-10-13 00:04:45,723 - Train: 31.59% [395150/1251000] [315.9/1000.0] [batch_t 0.241 (0.248)] [data_t 0.007] [optim_t 0.233] [lr 0.002327] [CE 4.581 (4.502)] [KD 4.471 (4.470)] 2024-10-13 00:04:58,064 - Train: 31.59% [395200/1251000] [315.9/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.236] [lr 0.002327] [CE 4.103 (4.410)] [KD 4.448 (4.354)] 2024-10-13 00:05:10,441 - Train: 31.59% [395250/1251000] [315.9/1000.0] [batch_t 0.227 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.002327] [CE 3.972 (4.373)] [KD 4.012 (4.354)] 2024-10-13 00:05:22,305 - Train: 31.60% [395300/1251000] [316.0/1000.0] [batch_t 0.250 (0.237)] [data_t 0.010] [optim_t 0.241] [lr 0.002326] [CE 4.809 (4.471)] [KD 4.603 (4.405)] 2024-10-13 00:05:35,456 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.181)] [top1_cnt 35715] [top5_cnt 45206] [top_all 50000] 2024-10-13 00:05:35,456 - net: 71.430 (90.412) 2024-10-13 00:05:44,769 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.167)] [top1_cnt 38222] [top5_cnt 46545] [top_all 50000] 2024-10-13 00:05:44,770 - net_E: 76.444 (93.090) 2024-10-13 00:05:44,964 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.478 (epoch: 315)] 2024-10-13 00:05:44,964 - ==> Total time: 1 day, 3:27:37 Eta: 2 days, 11:26:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:05:57,231 - Train: 31.60% [395350/1251000] [316.0/1000.0] [batch_t 0.219 (0.276)] [data_t 0.007] [optim_t 0.212] [lr 0.002326] [CE 4.387 (4.433)] [KD 4.153 (4.350)] 2024-10-13 00:06:09,703 - Train: 31.61% [395400/1251000] [316.1/1000.0] [batch_t 0.225 (0.249)] [data_t 0.006] [optim_t 0.219] [lr 0.002326] [CE 4.204 (4.410)] [KD 4.271 (4.414)] 2024-10-13 00:06:21,772 - Train: 31.61% [395450/1251000] [316.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.010] [optim_t 0.224] [lr 0.002326] [CE 4.349 (4.431)] [KD 4.409 (4.426)] 2024-10-13 00:06:33,806 - Train: 31.61% [395500/1251000] [316.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.002326] [CE 4.523 (4.466)] [KD 4.425 (4.467)] 2024-10-13 00:06:46,435 - Train: 31.62% [395550/1251000] [316.2/1000.0] [batch_t 0.223 (0.252)] [data_t 0.008] [optim_t 0.214] [lr 0.002326] [CE 4.586 (4.491)] [KD 4.265 (4.566)] 2024-10-13 00:06:58,576 - Train: 31.62% [395600/1251000] [316.2/1000.0] [batch_t 0.269 (0.243)] [data_t 0.006] [optim_t 0.262] [lr 0.002326] [CE 4.121 (4.465)] [KD 4.475 (4.415)] 2024-10-13 00:07:10,738 - Train: 31.63% [395650/1251000] [316.3/1000.0] [batch_t 0.270 (0.243)] [data_t 0.007] [optim_t 0.263] [lr 0.002325] [CE 4.906 (4.467)] [KD 4.897 (4.477)] 2024-10-13 00:07:23,174 - Train: 31.63% [395700/1251000] [316.3/1000.0] [batch_t 0.226 (0.249)] [data_t 0.010] [optim_t 0.215] [lr 0.002325] [CE 4.764 (4.459)] [KD 4.448 (4.376)] 2024-10-13 00:07:35,811 - Train: 31.63% [395750/1251000] [316.3/1000.0] [batch_t 0.221 (0.253)] [data_t 0.006] [optim_t 0.215] [lr 0.002325] [CE 4.321 (4.501)] [KD 4.470 (4.463)] 2024-10-13 00:07:47,681 - Train: 31.64% [395800/1251000] [316.4/1000.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002325] [CE 4.545 (4.446)] [KD 4.862 (4.477)] 2024-10-13 00:08:00,213 - Train: 31.64% [395850/1251000] [316.4/1000.0] [batch_t 0.239 (0.250)] [data_t 0.007] [optim_t 0.232] [lr 0.002325] [CE 4.438 (4.498)] [KD 4.557 (4.446)] 2024-10-13 00:08:11,894 - Train: 31.65% [395900/1251000] [316.5/1000.0] [batch_t 0.224 (0.233)] [data_t 0.011] [optim_t 0.213] [lr 0.002325] [CE 3.998 (4.437)] [KD 4.111 (4.424)] 2024-10-13 00:08:24,098 - Train: 31.65% [395950/1251000] [316.5/1000.0] [batch_t 0.221 (0.244)] [data_t 0.009] [optim_t 0.213] [lr 0.002324] [CE 4.143 (4.486)] [KD 4.363 (4.443)] 2024-10-13 00:08:36,404 - Train: 31.65% [396000/1251000] [316.5/1000.0] [batch_t 0.228 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.002324] [CE 4.026 (4.478)] [KD 4.086 (4.429)] 2024-10-13 00:08:48,502 - Train: 31.66% [396050/1251000] [316.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.010] [optim_t 0.228] [lr 0.002324] [CE 4.782 (4.504)] [KD 4.489 (4.433)] 2024-10-13 00:09:00,243 - Train: 31.66% [396100/1251000] [316.6/1000.0] [batch_t 0.237 (0.235)] [data_t 0.006] [optim_t 0.230] [lr 0.002324] [CE 4.976 (4.431)] [KD 4.677 (4.389)] 2024-10-13 00:09:12,884 - Train: 31.67% [396150/1251000] [316.7/1000.0] [batch_t 0.232 (0.253)] [data_t 0.007] [optim_t 0.225] [lr 0.002324] [CE 4.797 (4.429)] [KD 4.475 (4.387)] 2024-10-13 00:09:25,113 - Train: 31.67% [396200/1251000] [316.7/1000.0] [batch_t 0.246 (0.244)] [data_t 0.008] [optim_t 0.239] [lr 0.002324] [CE 4.222 (4.486)] [KD 4.233 (4.501)] 2024-10-13 00:09:37,673 - Train: 31.67% [396250/1251000] [316.7/1000.0] [batch_t 0.247 (0.251)] [data_t 0.006] [optim_t 0.241] [lr 0.002323] [CE 4.824 (4.518)] [KD 4.470 (4.450)] 2024-10-13 00:09:50,469 - Train: 31.68% [396300/1251000] [316.8/1000.0] [batch_t 0.227 (0.256)] [data_t 0.007] [optim_t 0.220] [lr 0.002323] [CE 4.733 (4.419)] [KD 4.587 (4.430)] 2024-10-13 00:10:03,121 - Train: 31.68% [396350/1251000] [316.8/1000.0] [batch_t 0.213 (0.253)] [data_t 0.007] [optim_t 0.206] [lr 0.002323] [CE 4.587 (4.492)] [KD 4.406 (4.441)] 2024-10-13 00:10:14,949 - Train: 31.69% [396400/1251000] [316.9/1000.0] [batch_t 0.237 (0.236)] [data_t 0.007] [optim_t 0.230] [lr 0.002323] [CE 5.022 (4.446)] [KD 4.663 (4.458)] 2024-10-13 00:10:27,490 - Train: 31.69% [396450/1251000] [316.9/1000.0] [batch_t 0.231 (0.251)] [data_t 0.007] [optim_t 0.224] [lr 0.002323] [CE 4.460 (4.497)] [KD 4.449 (4.440)] 2024-10-13 00:10:39,739 - Train: 31.69% [396500/1251000] [316.9/1000.0] [batch_t 0.240 (0.245)] [data_t 0.008] [optim_t 0.232] [lr 0.002323] [CE 4.801 (4.557)] [KD 4.508 (4.502)] 2024-10-13 00:10:51,810 - Train: 31.70% [396550/1251000] [317.0/1000.0] [batch_t 0.482 (0.241)] [data_t 0.009] [optim_t 0.474] [lr 0.002323] [CE 4.414 (4.486)] [KD 4.416 (4.497)] 2024-10-13 00:11:04,684 - Test (net): 100.00% [50/50] [batch_t 0.718 (0.172)] [top1_cnt 35773] [top5_cnt 45351] [top_all 50000] 2024-10-13 00:11:04,684 - net: 71.546 (90.702) 2024-10-13 00:11:13,304 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.155)] [top1_cnt 38205] [top5_cnt 46528] [top_all 50000] 2024-10-13 00:11:13,304 - net_E: 76.410 (93.056) 2024-10-13 00:11:13,510 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.478 (epoch: 315)] 2024-10-13 00:11:13,511 - ==> Total time: 1 day, 3:33:06 Eta: 2 days, 11:21:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:11:25,347 - Train: 31.70% [396600/1251000] [317.0/1000.0] [batch_t 0.237 (0.260)] [data_t 0.007] [optim_t 0.230] [lr 0.002322] [CE 4.556 (4.482)] [KD 4.606 (4.386)] 2024-10-13 00:11:37,633 - Train: 31.71% [396650/1251000] [317.1/1000.0] [batch_t 0.230 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.002322] [CE 4.955 (4.396)] [KD 4.552 (4.352)] 2024-10-13 00:11:49,867 - Train: 31.71% [396700/1251000] [317.1/1000.0] [batch_t 0.250 (0.244)] [data_t 0.007] [optim_t 0.243] [lr 0.002322] [CE 4.478 (4.399)] [KD 4.565 (4.377)] 2024-10-13 00:12:02,492 - Train: 31.71% [396750/1251000] [317.1/1000.0] [batch_t 0.247 (0.252)] [data_t 0.009] [optim_t 0.239] [lr 0.002322] [CE 4.049 (4.457)] [KD 4.062 (4.386)] 2024-10-13 00:12:14,724 - Train: 31.72% [396800/1251000] [317.2/1000.0] [batch_t 0.229 (0.244)] [data_t 0.008] [optim_t 0.221] [lr 0.002322] [CE 4.213 (4.440)] [KD 4.120 (4.407)] 2024-10-13 00:12:26,795 - Train: 31.72% [396850/1251000] [317.2/1000.0] [batch_t 0.252 (0.241)] [data_t 0.007] [optim_t 0.246] [lr 0.002322] [CE 4.355 (4.434)] [KD 4.231 (4.413)] 2024-10-13 00:12:38,812 - Train: 31.73% [396900/1251000] [317.3/1000.0] [batch_t 0.246 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.002321] [CE 4.140 (4.439)] [KD 4.292 (4.411)] 2024-10-13 00:12:51,381 - Train: 31.73% [396950/1251000] [317.3/1000.0] [batch_t 0.231 (0.251)] [data_t 0.008] [optim_t 0.223] [lr 0.002321] [CE 4.712 (4.480)] [KD 4.536 (4.441)] 2024-10-13 00:13:03,519 - Train: 31.73% [397000/1251000] [317.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.002321] [CE 4.758 (4.440)] [KD 4.577 (4.496)] 2024-10-13 00:13:15,911 - Train: 31.74% [397050/1251000] [317.4/1000.0] [batch_t 0.259 (0.248)] [data_t 0.010] [optim_t 0.249] [lr 0.002321] [CE 4.231 (4.516)] [KD 4.216 (4.371)] 2024-10-13 00:13:28,381 - Train: 31.74% [397100/1251000] [317.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002321] [CE 5.144 (4.486)] [KD 4.750 (4.408)] 2024-10-13 00:13:40,610 - Train: 31.75% [397150/1251000] [317.5/1000.0] [batch_t 0.247 (0.244)] [data_t 0.010] [optim_t 0.237] [lr 0.002321] [CE 4.864 (4.433)] [KD 4.892 (4.438)] 2024-10-13 00:13:52,507 - Train: 31.75% [397200/1251000] [317.5/1000.0] [batch_t 0.228 (0.238)] [data_t 0.008] [optim_t 0.220] [lr 0.002321] [CE 4.137 (4.485)] [KD 4.121 (4.452)] 2024-10-13 00:14:05,038 - Train: 31.75% [397250/1251000] [317.5/1000.0] [batch_t 0.551 (0.250)] [data_t 0.008] [optim_t 0.542] [lr 0.002320] [CE 4.378 (4.438)] [KD 4.539 (4.461)] 2024-10-13 00:14:16,949 - Train: 31.76% [397300/1251000] [317.6/1000.0] [batch_t 0.244 (0.238)] [data_t 0.010] [optim_t 0.233] [lr 0.002320] [CE 4.266 (4.558)] [KD 4.544 (4.490)] 2024-10-13 00:14:29,406 - Train: 31.76% [397350/1251000] [317.6/1000.0] [batch_t 0.224 (0.249)] [data_t 0.008] [optim_t 0.216] [lr 0.002320] [CE 4.716 (4.445)] [KD 4.299 (4.430)] 2024-10-13 00:14:41,264 - Train: 31.77% [397400/1251000] [317.7/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.002320] [CE 4.420 (4.408)] [KD 4.375 (4.467)] 2024-10-13 00:14:53,627 - Train: 31.77% [397450/1251000] [317.7/1000.0] [batch_t 0.252 (0.247)] [data_t 0.007] [optim_t 0.244] [lr 0.002320] [CE 4.260 (4.465)] [KD 4.298 (4.485)] 2024-10-13 00:15:05,348 - Train: 31.77% [397500/1251000] [317.7/1000.0] [batch_t 0.244 (0.234)] [data_t 0.010] [optim_t 0.234] [lr 0.002320] [CE 4.427 (4.433)] [KD 4.480 (4.405)] 2024-10-13 00:15:17,251 - Train: 31.78% [397550/1251000] [317.8/1000.0] [batch_t 0.220 (0.238)] [data_t 0.007] [optim_t 0.214] [lr 0.002319] [CE 3.992 (4.486)] [KD 4.360 (4.494)] 2024-10-13 00:15:29,790 - Train: 31.78% [397600/1251000] [317.8/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.002319] [CE 4.214 (4.421)] [KD 4.414 (4.468)] 2024-10-13 00:15:42,041 - Train: 31.79% [397650/1251000] [317.9/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.002319] [CE 4.550 (4.510)] [KD 4.519 (4.522)] 2024-10-13 00:15:54,087 - Train: 31.79% [397700/1251000] [317.9/1000.0] [batch_t 0.239 (0.241)] [data_t 0.007] [optim_t 0.231] [lr 0.002319] [CE 4.095 (4.451)] [KD 4.450 (4.518)] 2024-10-13 00:16:06,165 - Train: 31.79% [397750/1251000] [317.9/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.002319] [CE 4.482 (4.430)] [KD 4.491 (4.436)] 2024-10-13 00:16:18,002 - Train: 31.80% [397800/1251000] [318.0/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.002319] [CE 4.646 (4.470)] [KD 4.708 (4.470)] 2024-10-13 00:16:31,660 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 35437] [top5_cnt 45202] [top_all 50000] 2024-10-13 00:16:31,660 - net: 70.874 (90.404) 2024-10-13 00:16:41,421 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.179)] [top1_cnt 38220] [top5_cnt 46542] [top_all 50000] 2024-10-13 00:16:41,422 - net_E: 76.440 (93.084) 2024-10-13 00:16:41,674 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.478 (epoch: 315)] 2024-10-13 00:16:41,681 - ==> Total time: 1 day, 3:38:34 Eta: 2 days, 11:17:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:16:52,384 - Train: 31.80% [397850/1251000] [318.0/1000.0] [batch_t 0.226 (0.247)] [data_t 0.010] [optim_t 0.216] [lr 0.002318] [CE 4.569 (4.456)] [KD 4.499 (4.482)] 2024-10-13 00:17:05,208 - Train: 31.81% [397900/1251000] [318.1/1000.0] [batch_t 0.249 (0.256)] [data_t 0.006] [optim_t 0.243] [lr 0.002318] [CE 4.459 (4.435)] [KD 4.185 (4.385)] 2024-10-13 00:17:17,575 - Train: 31.81% [397950/1251000] [318.1/1000.0] [batch_t 0.252 (0.247)] [data_t 0.010] [optim_t 0.242] [lr 0.002318] [CE 4.344 (4.424)] [KD 4.208 (4.342)] 2024-10-13 00:17:29,523 - Train: 31.81% [398000/1251000] [318.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.008] [optim_t 0.229] [lr 0.002318] [CE 4.683 (4.442)] [KD 4.618 (4.411)] 2024-10-13 00:17:42,072 - Train: 31.82% [398050/1251000] [318.2/1000.0] [batch_t 0.235 (0.251)] [data_t 0.006] [optim_t 0.229] [lr 0.002318] [CE 4.401 (4.472)] [KD 4.443 (4.485)] 2024-10-13 00:17:53,901 - Train: 31.82% [398100/1251000] [318.2/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.002318] [CE 4.707 (4.470)] [KD 4.718 (4.386)] 2024-10-13 00:18:06,322 - Train: 31.83% [398150/1251000] [318.3/1000.0] [batch_t 0.260 (0.248)] [data_t 0.009] [optim_t 0.251] [lr 0.002318] [CE 4.598 (4.468)] [KD 4.414 (4.448)] 2024-10-13 00:18:18,719 - Train: 31.83% [398200/1251000] [318.3/1000.0] [batch_t 0.221 (0.248)] [data_t 0.008] [optim_t 0.213] [lr 0.002317] [CE 4.535 (4.393)] [KD 4.540 (4.434)] 2024-10-13 00:18:31,534 - Train: 31.83% [398250/1251000] [318.3/1000.0] [batch_t 0.240 (0.256)] [data_t 0.009] [optim_t 0.231] [lr 0.002317] [CE 4.949 (4.377)] [KD 4.767 (4.355)] 2024-10-13 00:18:43,689 - Train: 31.84% [398300/1251000] [318.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.002317] [CE 4.485 (4.425)] [KD 4.241 (4.366)] 2024-10-13 00:18:56,182 - Train: 31.84% [398350/1251000] [318.4/1000.0] [batch_t 0.249 (0.250)] [data_t 0.010] [optim_t 0.239] [lr 0.002317] [CE 4.614 (4.509)] [KD 4.707 (4.480)] 2024-10-13 00:19:08,158 - Train: 31.85% [398400/1251000] [318.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.002317] [CE 3.712 (4.519)] [KD 4.090 (4.478)] 2024-10-13 00:19:20,331 - Train: 31.85% [398450/1251000] [318.5/1000.0] [batch_t 0.248 (0.243)] [data_t 0.008] [optim_t 0.240] [lr 0.002317] [CE 4.234 (4.453)] [KD 4.289 (4.416)] 2024-10-13 00:19:33,501 - Train: 31.85% [398500/1251000] [318.5/1000.0] [batch_t 0.242 (0.263)] [data_t 0.008] [optim_t 0.234] [lr 0.002316] [CE 4.178 (4.407)] [KD 4.188 (4.417)] 2024-10-13 00:19:45,661 - Train: 31.86% [398550/1251000] [318.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.008] [optim_t 0.227] [lr 0.002316] [CE 4.371 (4.400)] [KD 4.153 (4.321)] 2024-10-13 00:19:57,815 - Train: 31.86% [398600/1251000] [318.6/1000.0] [batch_t 0.245 (0.243)] [data_t 0.007] [optim_t 0.239] [lr 0.002316] [CE 4.061 (4.402)] [KD 4.342 (4.364)] 2024-10-13 00:20:10,396 - Train: 31.87% [398650/1251000] [318.7/1000.0] [batch_t 0.229 (0.251)] [data_t 0.007] [optim_t 0.222] [lr 0.002316] [CE 4.344 (4.505)] [KD 4.317 (4.427)] 2024-10-13 00:20:23,120 - Train: 31.87% [398700/1251000] [318.7/1000.0] [batch_t 0.248 (0.254)] [data_t 0.009] [optim_t 0.238] [lr 0.002316] [CE 4.273 (4.411)] [KD 4.293 (4.411)] 2024-10-13 00:20:35,674 - Train: 31.87% [398750/1251000] [318.7/1000.0] [batch_t 0.243 (0.251)] [data_t 0.007] [optim_t 0.236] [lr 0.002316] [CE 3.804 (4.455)] [KD 4.032 (4.474)] 2024-10-13 00:20:47,986 - Train: 31.88% [398800/1251000] [318.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002315] [CE 5.004 (4.427)] [KD 4.455 (4.398)] 2024-10-13 00:21:00,088 - Train: 31.88% [398850/1251000] [318.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.002315] [CE 4.407 (4.437)] [KD 4.382 (4.407)] 2024-10-13 00:21:12,364 - Train: 31.89% [398900/1251000] [318.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.002315] [CE 4.241 (4.503)] [KD 4.343 (4.480)] 2024-10-13 00:21:24,718 - Train: 31.89% [398950/1251000] [318.9/1000.0] [batch_t 0.253 (0.247)] [data_t 0.007] [optim_t 0.246] [lr 0.002315] [CE 3.970 (4.427)] [KD 3.978 (4.424)] 2024-10-13 00:21:36,630 - Train: 31.89% [399000/1251000] [318.9/1000.0] [batch_t 0.241 (0.238)] [data_t 0.011] [optim_t 0.230] [lr 0.002315] [CE 4.782 (4.491)] [KD 4.808 (4.442)] 2024-10-13 00:21:48,819 - Train: 31.90% [399050/1251000] [319.0/1000.0] [batch_t 0.228 (0.244)] [data_t 0.006] [optim_t 0.223] [lr 0.002315] [CE 4.363 (4.449)] [KD 4.183 (4.446)] 2024-10-13 00:22:01,666 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.162)] [top1_cnt 35821] [top5_cnt 45372] [top_all 50000] 2024-10-13 00:22:01,666 - net: 71.642 (90.744) 2024-10-13 00:22:10,642 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.162)] [top1_cnt 38172] [top5_cnt 46545] [top_all 50000] 2024-10-13 00:22:10,642 - net_E: 76.344 (93.090) 2024-10-13 00:22:10,873 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.478 (epoch: 315)] 2024-10-13 00:22:10,873 - ==> Total time: 1 day, 3:44:03 Eta: 2 days, 11:12:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:22:22,499 - Train: 31.90% [399100/1251000] [319.0/1000.0] [batch_t 0.232 (0.266)] [data_t 0.007] [optim_t 0.225] [lr 0.002315] [CE 4.324 (4.378)] [KD 4.059 (4.325)] 2024-10-13 00:22:35,008 - Train: 31.91% [399150/1251000] [319.1/1000.0] [batch_t 0.259 (0.250)] [data_t 0.007] [optim_t 0.252] [lr 0.002314] [CE 3.958 (4.395)] [KD 4.265 (4.372)] 2024-10-13 00:22:47,423 - Train: 31.91% [399200/1251000] [319.1/1000.0] [batch_t 0.241 (0.248)] [data_t 0.008] [optim_t 0.233] [lr 0.002314] [CE 4.771 (4.469)] [KD 4.722 (4.360)] 2024-10-13 00:22:59,450 - Train: 31.91% [399250/1251000] [319.1/1000.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.002314] [CE 4.415 (4.373)] [KD 3.958 (4.373)] 2024-10-13 00:23:11,255 - Train: 31.92% [399300/1251000] [319.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002314] [CE 4.542 (4.396)] [KD 4.185 (4.438)] 2024-10-13 00:23:23,322 - Train: 31.92% [399350/1251000] [319.2/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.002314] [CE 4.182 (4.495)] [KD 4.339 (4.461)] 2024-10-13 00:23:35,863 - Train: 31.93% [399400/1251000] [319.3/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.002314] [CE 4.452 (4.424)] [KD 4.518 (4.389)] 2024-10-13 00:23:48,318 - Train: 31.93% [399450/1251000] [319.3/1000.0] [batch_t 0.222 (0.249)] [data_t 0.009] [optim_t 0.213] [lr 0.002313] [CE 4.796 (4.441)] [KD 4.649 (4.410)] 2024-10-13 00:24:00,039 - Train: 31.93% [399500/1251000] [319.3/1000.0] [batch_t 0.238 (0.234)] [data_t 0.010] [optim_t 0.228] [lr 0.002313] [CE 3.802 (4.542)] [KD 4.122 (4.439)] 2024-10-13 00:24:11,969 - Train: 31.94% [399550/1251000] [319.4/1000.0] [batch_t 0.249 (0.238)] [data_t 0.007] [optim_t 0.242] [lr 0.002313] [CE 4.431 (4.523)] [KD 4.484 (4.446)] 2024-10-13 00:24:24,354 - Train: 31.94% [399600/1251000] [319.4/1000.0] [batch_t 0.246 (0.248)] [data_t 0.006] [optim_t 0.240] [lr 0.002313] [CE 4.260 (4.426)] [KD 4.403 (4.387)] 2024-10-13 00:24:36,143 - Train: 31.95% [399650/1251000] [319.5/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.002313] [CE 4.053 (4.420)] [KD 4.177 (4.324)] 2024-10-13 00:24:47,956 - Train: 31.95% [399700/1251000] [319.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002313] [CE 4.258 (4.384)] [KD 4.368 (4.411)] 2024-10-13 00:24:59,758 - Train: 31.95% [399750/1251000] [319.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.002312] [CE 4.966 (4.508)] [KD 4.554 (4.448)] 2024-10-13 00:25:11,736 - Train: 31.96% [399800/1251000] [319.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002312] [CE 4.539 (4.480)] [KD 4.548 (4.404)] 2024-10-13 00:25:23,792 - Train: 31.96% [399850/1251000] [319.6/1000.0] [batch_t 0.240 (0.241)] [data_t 0.006] [optim_t 0.233] [lr 0.002312] [CE 4.589 (4.509)] [KD 4.411 (4.430)] 2024-10-13 00:25:35,841 - Train: 31.97% [399900/1251000] [319.7/1000.0] [batch_t 0.227 (0.241)] [data_t 0.007] [optim_t 0.220] [lr 0.002312] [CE 4.545 (4.459)] [KD 4.342 (4.436)] 2024-10-13 00:25:47,844 - Train: 31.97% [399950/1251000] [319.7/1000.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.002312] [CE 4.699 (4.489)] [KD 4.533 (4.481)] 2024-10-13 00:25:59,839 - Train: 31.97% [400000/1251000] [319.7/1000.0] [batch_t 0.222 (0.240)] [data_t 0.010] [optim_t 0.212] [lr 0.002312] [CE 4.490 (4.521)] [KD 4.389 (4.432)] 2024-10-13 00:26:12,492 - Train: 31.98% [400050/1251000] [319.8/1000.0] [batch_t 0.227 (0.253)] [data_t 0.007] [optim_t 0.220] [lr 0.002312] [CE 4.009 (4.443)] [KD 4.066 (4.377)] 2024-10-13 00:26:24,695 - Train: 31.98% [400100/1251000] [319.8/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.222] [lr 0.002311] [CE 4.229 (4.458)] [KD 4.319 (4.452)] 2024-10-13 00:26:37,116 - Train: 31.99% [400150/1251000] [319.9/1000.0] [batch_t 0.246 (0.248)] [data_t 0.007] [optim_t 0.239] [lr 0.002311] [CE 4.725 (4.449)] [KD 4.716 (4.388)] 2024-10-13 00:26:49,429 - Train: 31.99% [400200/1251000] [319.9/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.225] [lr 0.002311] [CE 4.536 (4.425)] [KD 4.580 (4.390)] 2024-10-13 00:27:02,126 - Train: 31.99% [400250/1251000] [319.9/1000.0] [batch_t 0.229 (0.254)] [data_t 0.007] [optim_t 0.221] [lr 0.002311] [CE 4.386 (4.481)] [KD 4.432 (4.501)] 2024-10-13 00:27:14,156 - Train: 32.00% [400300/1251000] [320.0/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.002311] [CE 4.342 (4.448)] [KD 4.560 (4.443)] 2024-10-13 00:27:28,207 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.178)] [top1_cnt 35715] [top5_cnt 45271] [top_all 50000] 2024-10-13 00:27:28,207 - net: 71.430 (90.542) 2024-10-13 00:27:37,395 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.166)] [top1_cnt 38211] [top5_cnt 46565] [top_all 50000] 2024-10-13 00:27:37,396 - net_E: 76.422 (93.130) 2024-10-13 00:27:37,620 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.478 (epoch: 315)] 2024-10-13 00:27:37,621 - ==> Total time: 1 day, 3:49:30 Eta: 2 days, 11:07:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:27:48,442 - Train: 32.00% [400350/1251000] [320.0/1000.0] [batch_t 0.243 (0.268)] [data_t 0.007] [optim_t 0.236] [lr 0.002311] [CE 4.630 (4.525)] [KD 4.484 (4.409)] 2024-10-13 00:28:00,734 - Train: 32.01% [400400/1251000] [320.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.002310] [CE 4.770 (4.460)] [KD 4.587 (4.399)] 2024-10-13 00:28:13,051 - Train: 32.01% [400450/1251000] [320.1/1000.0] [batch_t 0.223 (0.246)] [data_t 0.009] [optim_t 0.214] [lr 0.002310] [CE 4.425 (4.489)] [KD 4.220 (4.442)] 2024-10-13 00:28:25,328 - Train: 32.01% [400500/1251000] [320.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.002310] [CE 4.154 (4.468)] [KD 4.339 (4.423)] 2024-10-13 00:28:37,421 - Train: 32.02% [400550/1251000] [320.2/1000.0] [batch_t 0.251 (0.242)] [data_t 0.007] [optim_t 0.244] [lr 0.002310] [CE 4.197 (4.409)] [KD 4.378 (4.414)] 2024-10-13 00:28:49,328 - Train: 32.02% [400600/1251000] [320.2/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.002310] [CE 4.495 (4.454)] [KD 4.306 (4.335)] 2024-10-13 00:29:01,452 - Train: 32.03% [400650/1251000] [320.3/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.002310] [CE 4.247 (4.449)] [KD 4.179 (4.385)] 2024-10-13 00:29:13,719 - Train: 32.03% [400700/1251000] [320.3/1000.0] [batch_t 0.224 (0.245)] [data_t 0.008] [optim_t 0.216] [lr 0.002310] [CE 4.122 (4.516)] [KD 4.021 (4.422)] 2024-10-13 00:29:25,892 - Train: 32.03% [400750/1251000] [320.3/1000.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.241] [lr 0.002309] [CE 4.637 (4.478)] [KD 4.444 (4.443)] 2024-10-13 00:29:38,135 - Train: 32.04% [400800/1251000] [320.4/1000.0] [batch_t 0.227 (0.245)] [data_t 0.007] [optim_t 0.220] [lr 0.002309] [CE 4.448 (4.454)] [KD 4.393 (4.380)] 2024-10-13 00:29:50,307 - Train: 32.04% [400850/1251000] [320.4/1000.0] [batch_t 0.224 (0.243)] [data_t 0.008] [optim_t 0.216] [lr 0.002309] [CE 4.669 (4.464)] [KD 4.410 (4.488)] 2024-10-13 00:30:02,277 - Train: 32.05% [400900/1251000] [320.5/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.002309] [CE 4.685 (4.465)] [KD 4.672 (4.462)] 2024-10-13 00:30:14,393 - Train: 32.05% [400950/1251000] [320.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.002309] [CE 4.495 (4.504)] [KD 4.573 (4.423)] 2024-10-13 00:30:26,752 - Train: 32.05% [401000/1251000] [320.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.007] [optim_t 0.231] [lr 0.002309] [CE 4.078 (4.468)] [KD 4.353 (4.361)] 2024-10-13 00:30:39,306 - Train: 32.06% [401050/1251000] [320.6/1000.0] [batch_t 0.219 (0.251)] [data_t 0.007] [optim_t 0.212] [lr 0.002308] [CE 4.526 (4.489)] [KD 4.291 (4.397)] 2024-10-13 00:30:51,746 - Train: 32.06% [401100/1251000] [320.6/1000.0] [batch_t 0.231 (0.249)] [data_t 0.008] [optim_t 0.223] [lr 0.002308] [CE 4.674 (4.461)] [KD 4.569 (4.354)] 2024-10-13 00:31:03,821 - Train: 32.07% [401150/1251000] [320.7/1000.0] [batch_t 0.246 (0.241)] [data_t 0.010] [optim_t 0.236] [lr 0.002308] [CE 4.332 (4.404)] [KD 4.184 (4.461)] 2024-10-13 00:31:15,441 - Train: 32.07% [401200/1251000] [320.7/1000.0] [batch_t 0.232 (0.232)] [data_t 0.010] [optim_t 0.223] [lr 0.002308] [CE 4.036 (4.420)] [KD 4.134 (4.367)] 2024-10-13 00:31:27,430 - Train: 32.07% [401250/1251000] [320.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.002308] [CE 4.052 (4.437)] [KD 4.304 (4.453)] 2024-10-13 00:31:39,722 - Train: 32.08% [401300/1251000] [320.8/1000.0] [batch_t 0.413 (0.246)] [data_t 0.010] [optim_t 0.403] [lr 0.002308] [CE 4.986 (4.415)] [KD 4.425 (4.428)] 2024-10-13 00:31:51,615 - Train: 32.08% [401350/1251000] [320.8/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.002307] [CE 3.926 (4.444)] [KD 4.014 (4.439)] 2024-10-13 00:32:03,830 - Train: 32.09% [401400/1251000] [320.9/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.222] [lr 0.002307] [CE 4.351 (4.404)] [KD 4.234 (4.354)] 2024-10-13 00:32:15,897 - Train: 32.09% [401450/1251000] [320.9/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.002307] [CE 4.609 (4.466)] [KD 4.498 (4.399)] 2024-10-13 00:32:27,982 - Train: 32.09% [401500/1251000] [320.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002307] [CE 4.393 (4.460)] [KD 4.743 (4.432)] 2024-10-13 00:32:39,926 - Train: 32.10% [401550/1251000] [321.0/1000.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.002307] [CE 4.254 (4.444)] [KD 4.537 (4.463)] 2024-10-13 00:32:53,077 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.156)] [top1_cnt 35092] [top5_cnt 45032] [top_all 50000] 2024-10-13 00:32:53,077 - net: 70.184 (90.064) 2024-10-13 00:33:02,098 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.164)] [top1_cnt 38249] [top5_cnt 46550] [top_all 50000] 2024-10-13 00:33:02,099 - net_E: 76.498 (93.100) 2024-10-13 00:33:02,346 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.498 (epoch: 321)] 2024-10-13 00:33:02,346 - ==> Total time: 1 day, 3:54:55 Eta: 2 days, 11:02:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:33:24,984 - Train: 32.10% [401600/1251000] [321.0/1000.0] [batch_t 0.242 (0.284)] [data_t 0.007] [optim_t 0.235] [lr 0.002307] [CE 4.476 (4.498)] [KD 4.256 (4.468)] 2024-10-13 00:33:37,538 - Train: 32.11% [401650/1251000] [321.1/1000.0] [batch_t 0.236 (0.251)] [data_t 0.007] [optim_t 0.229] [lr 0.002307] [CE 4.927 (4.444)] [KD 4.620 (4.423)] 2024-10-13 00:33:49,573 - Train: 32.11% [401700/1251000] [321.1/1000.0] [batch_t 0.226 (0.241)] [data_t 0.008] [optim_t 0.218] [lr 0.002306] [CE 3.924 (4.458)] [KD 4.301 (4.425)] 2024-10-13 00:34:01,614 - Train: 32.11% [401750/1251000] [321.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.002306] [CE 4.439 (4.464)] [KD 4.491 (4.464)] 2024-10-13 00:34:13,523 - Train: 32.12% [401800/1251000] [321.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002306] [CE 4.816 (4.458)] [KD 4.553 (4.416)] 2024-10-13 00:34:26,323 - Train: 32.12% [401850/1251000] [321.2/1000.0] [batch_t 0.236 (0.256)] [data_t 0.008] [optim_t 0.229] [lr 0.002306] [CE 4.666 (4.476)] [KD 4.405 (4.425)] 2024-10-13 00:34:39,065 - Train: 32.13% [401900/1251000] [321.3/1000.0] [batch_t 0.255 (0.255)] [data_t 0.009] [optim_t 0.246] [lr 0.002306] [CE 4.738 (4.459)] [KD 4.638 (4.412)] 2024-10-13 00:34:51,085 - Train: 32.13% [401950/1251000] [321.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.002306] [CE 4.934 (4.442)] [KD 4.749 (4.430)] 2024-10-13 00:35:02,978 - Train: 32.13% [402000/1251000] [321.3/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.002305] [CE 4.605 (4.449)] [KD 4.503 (4.499)] 2024-10-13 00:35:15,517 - Train: 32.14% [402050/1251000] [321.4/1000.0] [batch_t 0.232 (0.251)] [data_t 0.008] [optim_t 0.223] [lr 0.002305] [CE 4.724 (4.458)] [KD 4.754 (4.468)] 2024-10-13 00:35:27,410 - Train: 32.14% [402100/1251000] [321.4/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.002305] [CE 4.451 (4.461)] [KD 4.538 (4.434)] 2024-10-13 00:35:39,277 - Train: 32.15% [402150/1251000] [321.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.007] [optim_t 0.229] [lr 0.002305] [CE 4.973 (4.517)] [KD 4.595 (4.454)] 2024-10-13 00:35:51,330 - Train: 32.15% [402200/1251000] [321.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.002305] [CE 4.475 (4.514)] [KD 4.442 (4.449)] 2024-10-13 00:36:03,434 - Train: 32.15% [402250/1251000] [321.5/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002305] [CE 4.665 (4.471)] [KD 4.712 (4.463)] 2024-10-13 00:36:15,746 - Train: 32.16% [402300/1251000] [321.6/1000.0] [batch_t 0.241 (0.246)] [data_t 0.007] [optim_t 0.234] [lr 0.002304] [CE 4.237 (4.468)] [KD 4.309 (4.368)] 2024-10-13 00:36:27,887 - Train: 32.16% [402350/1251000] [321.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002304] [CE 3.913 (4.469)] [KD 4.149 (4.469)] 2024-10-13 00:36:40,532 - Train: 32.17% [402400/1251000] [321.7/1000.0] [batch_t 0.246 (0.253)] [data_t 0.008] [optim_t 0.238] [lr 0.002304] [CE 4.724 (4.502)] [KD 4.745 (4.501)] 2024-10-13 00:36:52,829 - Train: 32.17% [402450/1251000] [321.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.002304] [CE 4.515 (4.462)] [KD 4.403 (4.485)] 2024-10-13 00:37:05,285 - Train: 32.17% [402500/1251000] [321.7/1000.0] [batch_t 0.228 (0.249)] [data_t 0.007] [optim_t 0.221] [lr 0.002304] [CE 4.141 (4.452)] [KD 4.377 (4.509)] 2024-10-13 00:37:17,010 - Train: 32.18% [402550/1251000] [321.8/1000.0] [batch_t 0.241 (0.234)] [data_t 0.007] [optim_t 0.234] [lr 0.002304] [CE 4.129 (4.416)] [KD 4.200 (4.456)] 2024-10-13 00:37:28,612 - Train: 32.18% [402600/1251000] [321.8/1000.0] [batch_t 0.241 (0.232)] [data_t 0.010] [optim_t 0.232] [lr 0.002304] [CE 5.136 (4.563)] [KD 4.832 (4.492)] 2024-10-13 00:37:41,105 - Train: 32.19% [402650/1251000] [321.9/1000.0] [batch_t 0.221 (0.250)] [data_t 0.008] [optim_t 0.213] [lr 0.002303] [CE 4.510 (4.390)] [KD 4.468 (4.384)] 2024-10-13 00:37:53,329 - Train: 32.19% [402700/1251000] [321.9/1000.0] [batch_t 0.251 (0.244)] [data_t 0.008] [optim_t 0.243] [lr 0.002303] [CE 4.610 (4.465)] [KD 4.303 (4.388)] 2024-10-13 00:38:05,249 - Train: 32.19% [402750/1251000] [321.9/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.002303] [CE 4.150 (4.410)] [KD 4.254 (4.333)] 2024-10-13 00:38:17,362 - Train: 32.20% [402800/1251000] [322.0/1000.0] [batch_t 0.522 (0.242)] [data_t 0.006] [optim_t 0.516] [lr 0.002303] [CE 4.393 (4.429)] [KD 4.369 (4.400)] 2024-10-13 00:38:31,609 - Test (net): 100.00% [50/50] [batch_t 0.412 (0.172)] [top1_cnt 35699] [top5_cnt 45199] [top_all 50000] 2024-10-13 00:38:31,610 - net: 71.398 (90.398) 2024-10-13 00:38:40,310 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.156)] [top1_cnt 38232] [top5_cnt 46554] [top_all 50000] 2024-10-13 00:38:40,311 - net_E: 76.464 (93.108) 2024-10-13 00:38:40,515 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.498 (epoch: 321)] 2024-10-13 00:38:40,516 - ==> Total time: 1 day, 4:00:33 Eta: 2 days, 10:58:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:38:50,922 - Train: 32.20% [402850/1251000] [322.0/1000.0] [batch_t 0.218 (0.270)] [data_t 0.007] [optim_t 0.211] [lr 0.002303] [CE 4.411 (4.434)] [KD 4.219 (4.402)] 2024-10-13 00:39:03,041 - Train: 32.21% [402900/1251000] [322.1/1000.0] [batch_t 0.516 (0.242)] [data_t 0.010] [optim_t 0.506] [lr 0.002303] [CE 4.383 (4.422)] [KD 4.637 (4.375)] 2024-10-13 00:39:14,811 - Train: 32.21% [402950/1251000] [322.1/1000.0] [batch_t 0.228 (0.235)] [data_t 0.011] [optim_t 0.217] [lr 0.002302] [CE 4.833 (4.517)] [KD 4.711 (4.430)] 2024-10-13 00:39:27,345 - Train: 32.21% [403000/1251000] [322.1/1000.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.002302] [CE 4.134 (4.388)] [KD 4.339 (4.349)] 2024-10-13 00:39:38,958 - Train: 32.22% [403050/1251000] [322.2/1000.0] [batch_t 0.219 (0.232)] [data_t 0.011] [optim_t 0.208] [lr 0.002302] [CE 4.324 (4.434)] [KD 4.263 (4.425)] 2024-10-13 00:39:50,993 - Train: 32.22% [403100/1251000] [322.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.006] [optim_t 0.227] [lr 0.002302] [CE 4.544 (4.405)] [KD 4.137 (4.380)] 2024-10-13 00:40:02,889 - Train: 32.23% [403150/1251000] [322.3/1000.0] [batch_t 0.225 (0.238)] [data_t 0.009] [optim_t 0.216] [lr 0.002302] [CE 4.717 (4.418)] [KD 4.655 (4.336)] 2024-10-13 00:40:15,176 - Train: 32.23% [403200/1251000] [322.3/1000.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.218] [lr 0.002302] [CE 4.771 (4.415)] [KD 4.743 (4.352)] 2024-10-13 00:40:27,373 - Train: 32.23% [403250/1251000] [322.3/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.002301] [CE 5.194 (4.393)] [KD 4.653 (4.309)] 2024-10-13 00:40:39,318 - Train: 32.24% [403300/1251000] [322.4/1000.0] [batch_t 0.237 (0.239)] [data_t 0.007] [optim_t 0.230] [lr 0.002301] [CE 3.939 (4.517)] [KD 4.116 (4.411)] 2024-10-13 00:40:51,049 - Train: 32.24% [403350/1251000] [322.4/1000.0] [batch_t 0.215 (0.234)] [data_t 0.008] [optim_t 0.207] [lr 0.002301] [CE 4.874 (4.492)] [KD 4.565 (4.405)] 2024-10-13 00:41:04,179 - Train: 32.25% [403400/1251000] [322.5/1000.0] [batch_t 0.224 (0.262)] [data_t 0.008] [optim_t 0.216] [lr 0.002301] [CE 4.914 (4.447)] [KD 4.462 (4.437)] 2024-10-13 00:41:15,878 - Train: 32.25% [403450/1251000] [322.5/1000.0] [batch_t 0.226 (0.234)] [data_t 0.008] [optim_t 0.218] [lr 0.002301] [CE 4.411 (4.510)] [KD 4.558 (4.401)] 2024-10-13 00:41:28,061 - Train: 32.25% [403500/1251000] [322.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.002301] [CE 4.698 (4.514)] [KD 4.403 (4.465)] 2024-10-13 00:41:40,380 - Train: 32.26% [403550/1251000] [322.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.006] [optim_t 0.231] [lr 0.002301] [CE 4.526 (4.491)] [KD 4.301 (4.401)] 2024-10-13 00:41:53,132 - Train: 32.26% [403600/1251000] [322.6/1000.0] [batch_t 0.230 (0.255)] [data_t 0.008] [optim_t 0.221] [lr 0.002300] [CE 4.618 (4.433)] [KD 4.500 (4.398)] 2024-10-13 00:42:04,849 - Train: 32.27% [403650/1251000] [322.7/1000.0] [batch_t 0.230 (0.234)] [data_t 0.008] [optim_t 0.222] [lr 0.002300] [CE 4.104 (4.515)] [KD 4.192 (4.464)] 2024-10-13 00:42:17,487 - Train: 32.27% [403700/1251000] [322.7/1000.0] [batch_t 0.242 (0.253)] [data_t 0.007] [optim_t 0.235] [lr 0.002300] [CE 4.201 (4.459)] [KD 3.996 (4.399)] 2024-10-13 00:42:29,452 - Train: 32.27% [403750/1251000] [322.7/1000.0] [batch_t 0.257 (0.239)] [data_t 0.008] [optim_t 0.249] [lr 0.002300] [CE 4.636 (4.526)] [KD 4.550 (4.474)] 2024-10-13 00:42:41,673 - Train: 32.28% [403800/1251000] [322.8/1000.0] [batch_t 0.219 (0.244)] [data_t 0.009] [optim_t 0.211] [lr 0.002300] [CE 4.726 (4.443)] [KD 4.433 (4.368)] 2024-10-13 00:42:54,015 - Train: 32.28% [403850/1251000] [322.8/1000.0] [batch_t 0.220 (0.247)] [data_t 0.007] [optim_t 0.213] [lr 0.002300] [CE 4.128 (4.432)] [KD 4.293 (4.313)] 2024-10-13 00:43:05,987 - Train: 32.29% [403900/1251000] [322.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002299] [CE 4.543 (4.493)] [KD 4.563 (4.478)] 2024-10-13 00:43:17,890 - Train: 32.29% [403950/1251000] [322.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002299] [CE 4.569 (4.513)] [KD 4.264 (4.429)] 2024-10-13 00:43:30,772 - Train: 32.29% [404000/1251000] [322.9/1000.0] [batch_t 0.222 (0.257)] [data_t 0.010] [optim_t 0.212] [lr 0.002299] [CE 4.511 (4.451)] [KD 4.216 (4.427)] 2024-10-13 00:43:42,753 - Train: 32.30% [404050/1251000] [323.0/1000.0] [batch_t 0.224 (0.239)] [data_t 0.011] [optim_t 0.213] [lr 0.002299] [CE 4.710 (4.512)] [KD 4.230 (4.452)] 2024-10-13 00:43:56,761 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 35488] [top5_cnt 45332] [top_all 50000] 2024-10-13 00:43:56,761 - net: 70.976 (90.664) 2024-10-13 00:44:05,771 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 38246] [top5_cnt 46568] [top_all 50000] 2024-10-13 00:44:05,772 - net_E: 76.492 (93.136) 2024-10-13 00:44:05,990 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.498 (epoch: 321)] 2024-10-13 00:44:05,991 - ==> Total time: 1 day, 4:05:58 Eta: 2 days, 10:53:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:44:16,264 - Train: 32.30% [404100/1251000] [323.0/1000.0] [batch_t 0.244 (0.251)] [data_t 0.009] [optim_t 0.235] [lr 0.002299] [CE 4.408 (4.455)] [KD 4.254 (4.437)] 2024-10-13 00:44:28,607 - Train: 32.31% [404150/1251000] [323.1/1000.0] [batch_t 0.246 (0.247)] [data_t 0.008] [optim_t 0.237] [lr 0.002299] [CE 4.547 (4.465)] [KD 4.533 (4.402)] 2024-10-13 00:44:41,198 - Train: 32.31% [404200/1251000] [323.1/1000.0] [batch_t 0.233 (0.252)] [data_t 0.007] [optim_t 0.226] [lr 0.002298] [CE 4.363 (4.469)] [KD 4.054 (4.421)] 2024-10-13 00:44:53,644 - Train: 32.31% [404250/1251000] [323.1/1000.0] [batch_t 0.218 (0.249)] [data_t 0.010] [optim_t 0.208] [lr 0.002298] [CE 4.207 (4.538)] [KD 4.455 (4.492)] 2024-10-13 00:45:05,816 - Train: 32.32% [404300/1251000] [323.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002298] [CE 4.321 (4.401)] [KD 4.303 (4.422)] 2024-10-13 00:45:17,558 - Train: 32.32% [404350/1251000] [323.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.006] [optim_t 0.230] [lr 0.002298] [CE 4.155 (4.471)] [KD 4.270 (4.385)] 2024-10-13 00:45:29,339 - Train: 32.33% [404400/1251000] [323.3/1000.0] [batch_t 0.240 (0.235)] [data_t 0.006] [optim_t 0.234] [lr 0.002298] [CE 4.797 (4.482)] [KD 4.519 (4.383)] 2024-10-13 00:45:41,497 - Train: 32.33% [404450/1251000] [323.3/1000.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.212] [lr 0.002298] [CE 4.359 (4.531)] [KD 4.336 (4.405)] 2024-10-13 00:45:53,616 - Train: 32.33% [404500/1251000] [323.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002298] [CE 4.607 (4.463)] [KD 4.435 (4.380)] 2024-10-13 00:46:05,507 - Train: 32.34% [404550/1251000] [323.4/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.002297] [CE 4.421 (4.468)] [KD 4.198 (4.389)] 2024-10-13 00:46:17,631 - Train: 32.34% [404600/1251000] [323.4/1000.0] [batch_t 0.228 (0.242)] [data_t 0.007] [optim_t 0.221] [lr 0.002297] [CE 4.988 (4.494)] [KD 4.666 (4.422)] 2024-10-13 00:46:29,832 - Train: 32.35% [404650/1251000] [323.5/1000.0] [batch_t 0.475 (0.244)] [data_t 0.006] [optim_t 0.469] [lr 0.002297] [CE 4.127 (4.445)] [KD 4.324 (4.422)] 2024-10-13 00:46:41,527 - Train: 32.35% [404700/1251000] [323.5/1000.0] [batch_t 0.231 (0.234)] [data_t 0.007] [optim_t 0.224] [lr 0.002297] [CE 4.036 (4.471)] [KD 3.973 (4.392)] 2024-10-13 00:46:53,333 - Train: 32.35% [404750/1251000] [323.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.010] [optim_t 0.224] [lr 0.002297] [CE 4.199 (4.380)] [KD 4.267 (4.434)] 2024-10-13 00:47:05,361 - Train: 32.36% [404800/1251000] [323.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.011] [optim_t 0.227] [lr 0.002297] [CE 4.708 (4.472)] [KD 4.767 (4.441)] 2024-10-13 00:47:17,376 - Train: 32.36% [404850/1251000] [323.6/1000.0] [batch_t 0.227 (0.240)] [data_t 0.011] [optim_t 0.216] [lr 0.002296] [CE 4.655 (4.479)] [KD 4.695 (4.521)] 2024-10-13 00:47:29,338 - Train: 32.37% [404900/1251000] [323.7/1000.0] [batch_t 0.225 (0.239)] [data_t 0.010] [optim_t 0.215] [lr 0.002296] [CE 4.637 (4.485)] [KD 4.314 (4.444)] 2024-10-13 00:47:41,358 - Train: 32.37% [404950/1251000] [323.7/1000.0] [batch_t 0.243 (0.240)] [data_t 0.008] [optim_t 0.235] [lr 0.002296] [CE 4.694 (4.479)] [KD 4.398 (4.440)] 2024-10-13 00:47:53,165 - Train: 32.37% [405000/1251000] [323.7/1000.0] [batch_t 0.230 (0.236)] [data_t 0.008] [optim_t 0.222] [lr 0.002296] [CE 4.928 (4.506)] [KD 4.968 (4.493)] 2024-10-13 00:48:04,988 - Train: 32.38% [405050/1251000] [323.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.007] [optim_t 0.228] [lr 0.002296] [CE 4.624 (4.440)] [KD 4.278 (4.455)] 2024-10-13 00:48:17,624 - Train: 32.38% [405100/1251000] [323.8/1000.0] [batch_t 0.223 (0.253)] [data_t 0.009] [optim_t 0.214] [lr 0.002296] [CE 4.755 (4.468)] [KD 4.854 (4.467)] 2024-10-13 00:48:29,521 - Train: 32.39% [405150/1251000] [323.9/1000.0] [batch_t 0.243 (0.238)] [data_t 0.006] [optim_t 0.237] [lr 0.002295] [CE 4.532 (4.464)] [KD 4.474 (4.490)] 2024-10-13 00:48:41,335 - Train: 32.39% [405200/1251000] [323.9/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.217] [lr 0.002295] [CE 4.623 (4.413)] [KD 4.404 (4.415)] 2024-10-13 00:48:53,739 - Train: 32.39% [405250/1251000] [323.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.008] [optim_t 0.226] [lr 0.002295] [CE 4.135 (4.468)] [KD 4.323 (4.436)] 2024-10-13 00:49:05,689 - Train: 32.40% [405300/1251000] [324.0/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.002295] [CE 4.005 (4.413)] [KD 4.169 (4.389)] 2024-10-13 00:49:20,170 - Test (net): 100.00% [50/50] [batch_t 0.176 (0.170)] [top1_cnt 35718] [top5_cnt 45293] [top_all 50000] 2024-10-13 00:49:20,171 - net: 71.436 (90.586) 2024-10-13 00:49:29,015 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 38239] [top5_cnt 46594] [top_all 50000] 2024-10-13 00:49:29,016 - net_E: 76.478 (93.188) 2024-10-13 00:49:29,255 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.498 (epoch: 321)] 2024-10-13 00:49:29,256 - ==> Total time: 1 day, 4:11:22 Eta: 2 days, 10:48:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:49:39,126 - Train: 32.40% [405350/1251000] [324.0/1000.0] [batch_t 0.226 (0.269)] [data_t 0.009] [optim_t 0.217] [lr 0.002295] [CE 4.399 (4.464)] [KD 4.326 (4.400)] 2024-10-13 00:49:51,505 - Train: 32.41% [405400/1251000] [324.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.002295] [CE 4.910 (4.421)] [KD 4.758 (4.380)] 2024-10-13 00:50:03,509 - Train: 32.41% [405450/1251000] [324.1/1000.0] [batch_t 0.495 (0.240)] [data_t 0.008] [optim_t 0.487] [lr 0.002294] [CE 4.592 (4.463)] [KD 4.519 (4.409)] 2024-10-13 00:50:15,823 - Train: 32.41% [405500/1251000] [324.1/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.002294] [CE 4.552 (4.459)] [KD 4.407 (4.406)] 2024-10-13 00:50:27,691 - Train: 32.42% [405550/1251000] [324.2/1000.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.002294] [CE 4.681 (4.415)] [KD 4.665 (4.330)] 2024-10-13 00:50:39,384 - Train: 32.42% [405600/1251000] [324.2/1000.0] [batch_t 0.227 (0.234)] [data_t 0.010] [optim_t 0.218] [lr 0.002294] [CE 4.217 (4.436)] [KD 4.258 (4.378)] 2024-10-13 00:50:51,240 - Train: 32.43% [405650/1251000] [324.3/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.002294] [CE 4.881 (4.432)] [KD 4.723 (4.391)] 2024-10-13 00:51:03,665 - Train: 32.43% [405700/1251000] [324.3/1000.0] [batch_t 0.244 (0.248)] [data_t 0.006] [optim_t 0.238] [lr 0.002294] [CE 4.126 (4.503)] [KD 4.169 (4.426)] 2024-10-13 00:51:15,538 - Train: 32.43% [405750/1251000] [324.3/1000.0] [batch_t 0.241 (0.237)] [data_t 0.007] [optim_t 0.235] [lr 0.002294] [CE 4.329 (4.438)] [KD 4.756 (4.412)] 2024-10-13 00:51:27,817 - Train: 32.44% [405800/1251000] [324.4/1000.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.002293] [CE 4.756 (4.525)] [KD 4.612 (4.410)] 2024-10-13 00:51:39,389 - Train: 32.44% [405850/1251000] [324.4/1000.0] [batch_t 0.239 (0.231)] [data_t 0.007] [optim_t 0.232] [lr 0.002293] [CE 4.179 (4.466)] [KD 4.138 (4.343)] 2024-10-13 00:51:51,414 - Train: 32.45% [405900/1251000] [324.5/1000.0] [batch_t 0.254 (0.240)] [data_t 0.007] [optim_t 0.247] [lr 0.002293] [CE 4.104 (4.419)] [KD 4.398 (4.416)] 2024-10-13 00:52:03,386 - Train: 32.45% [405950/1251000] [324.5/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002293] [CE 3.678 (4.434)] [KD 3.950 (4.341)] 2024-10-13 00:52:15,801 - Train: 32.45% [406000/1251000] [324.5/1000.0] [batch_t 0.251 (0.248)] [data_t 0.010] [optim_t 0.241] [lr 0.002293] [CE 4.358 (4.510)] [KD 4.518 (4.381)] 2024-10-13 00:52:27,804 - Train: 32.46% [406050/1251000] [324.6/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.002293] [CE 4.599 (4.452)] [KD 4.568 (4.397)] 2024-10-13 00:52:40,483 - Train: 32.46% [406100/1251000] [324.6/1000.0] [batch_t 0.219 (0.253)] [data_t 0.008] [optim_t 0.210] [lr 0.002292] [CE 4.429 (4.479)] [KD 4.318 (4.414)] 2024-10-13 00:52:52,324 - Train: 32.47% [406150/1251000] [324.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.007] [optim_t 0.227] [lr 0.002292] [CE 4.373 (4.483)] [KD 4.105 (4.406)] 2024-10-13 00:53:04,493 - Train: 32.47% [406200/1251000] [324.7/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.002292] [CE 4.469 (4.554)] [KD 4.316 (4.425)] 2024-10-13 00:53:16,315 - Train: 32.47% [406250/1251000] [324.7/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002292] [CE 4.700 (4.422)] [KD 4.640 (4.438)] 2024-10-13 00:53:29,611 - Train: 32.48% [406300/1251000] [324.8/1000.0] [batch_t 0.240 (0.266)] [data_t 0.008] [optim_t 0.232] [lr 0.002292] [CE 4.779 (4.442)] [KD 4.672 (4.397)] 2024-10-13 00:53:41,875 - Train: 32.48% [406350/1251000] [324.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.006] [optim_t 0.231] [lr 0.002292] [CE 4.370 (4.425)] [KD 4.496 (4.411)] 2024-10-13 00:53:53,686 - Train: 32.49% [406400/1251000] [324.9/1000.0] [batch_t 0.229 (0.236)] [data_t 0.008] [optim_t 0.221] [lr 0.002291] [CE 4.723 (4.482)] [KD 4.436 (4.410)] 2024-10-13 00:54:05,869 - Train: 32.49% [406450/1251000] [324.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.002291] [CE 4.224 (4.456)] [KD 4.324 (4.446)] 2024-10-13 00:54:17,756 - Train: 32.49% [406500/1251000] [324.9/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.002291] [CE 4.767 (4.340)] [KD 4.452 (4.344)] 2024-10-13 00:54:29,778 - Train: 32.50% [406550/1251000] [325.0/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.002291] [CE 4.411 (4.466)] [KD 4.197 (4.406)] 2024-10-13 00:54:45,040 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 35629] [top5_cnt 45233] [top_all 50000] 2024-10-13 00:54:45,041 - net: 71.258 (90.466) 2024-10-13 00:54:53,924 - Test (net_E): 100.00% [50/50] [batch_t 0.115 (0.161)] [top1_cnt 38260] [top5_cnt 46586] [top_all 50000] 2024-10-13 00:54:53,925 - net_E: 76.520 (93.172) 2024-10-13 00:54:54,122 - Max [top1: 71.954 (epoch: 294)] [top1-ema: 76.520 (epoch: 325)] 2024-10-13 00:54:54,123 - ==> Total time: 1 day, 4:16:46 Eta: 2 days, 10:44:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 00:55:13,455 - Train: 32.50% [406600/1251000] [325.0/1000.0] [batch_t 0.230 (0.261)] [data_t 0.007] [optim_t 0.223] [lr 0.002291] [CE 3.958 (4.464)] [KD 3.943 (4.426)] 2024-10-13 00:55:25,341 - Train: 32.51% [406650/1251000] [325.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.229] [lr 0.002291] [CE 4.674 (4.432)] [KD 4.195 (4.408)] 2024-10-13 00:55:37,304 - Train: 32.51% [406700/1251000] [325.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.008] [optim_t 0.225] [lr 0.002291] [CE 4.653 (4.418)] [KD 4.340 (4.322)] 2024-10-13 00:55:49,392 - Train: 32.51% [406750/1251000] [325.1/1000.0] [batch_t 0.224 (0.242)] [data_t 0.007] [optim_t 0.217] [lr 0.002290] [CE 4.841 (4.445)] [KD 4.258 (4.348)] 2024-10-13 00:56:01,323 - Train: 32.52% [406800/1251000] [325.2/1000.0] [batch_t 0.243 (0.238)] [data_t 0.010] [optim_t 0.233] [lr 0.002290] [CE 4.148 (4.431)] [KD 4.321 (4.427)] 2024-10-13 00:56:13,779 - Train: 32.52% [406850/1251000] [325.2/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002290] [CE 4.514 (4.446)] [KD 4.477 (4.411)] 2024-10-13 00:56:26,072 - Train: 32.53% [406900/1251000] [325.3/1000.0] [batch_t 0.251 (0.246)] [data_t 0.006] [optim_t 0.245] [lr 0.002290] [CE 4.482 (4.507)] [KD 4.491 (4.452)] 2024-10-13 00:56:38,577 - Train: 32.53% [406950/1251000] [325.3/1000.0] [batch_t 0.464 (0.250)] [data_t 0.008] [optim_t 0.456] [lr 0.002290] [CE 4.334 (4.460)] [KD 4.440 (4.419)] 2024-10-13 00:56:50,596 - Train: 32.53% [407000/1251000] [325.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.002290] [CE 4.728 (4.460)] [KD 4.509 (4.404)] 2024-10-13 00:57:02,748 - Train: 32.54% [407050/1251000] [325.4/1000.0] [batch_t 0.257 (0.243)] [data_t 0.008] [optim_t 0.250] [lr 0.002289] [CE 4.937 (4.463)] [KD 4.528 (4.413)] 2024-10-13 00:57:14,925 - Train: 32.54% [407100/1251000] [325.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.002289] [CE 4.515 (4.415)] [KD 4.511 (4.342)] 2024-10-13 00:57:27,239 - Train: 32.55% [407150/1251000] [325.5/1000.0] [batch_t 0.243 (0.246)] [data_t 0.006] [optim_t 0.237] [lr 0.002289] [CE 4.835 (4.502)] [KD 4.823 (4.403)] 2024-10-13 00:57:39,493 - Train: 32.55% [407200/1251000] [325.5/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.002289] [CE 3.946 (4.468)] [KD 4.069 (4.436)] 2024-10-13 00:57:51,280 - Train: 32.55% [407250/1251000] [325.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.227] [lr 0.002289] [CE 4.527 (4.386)] [KD 4.565 (4.435)] 2024-10-13 00:58:02,588 - Train: 32.56% [407300/1251000] [325.6/1000.0] [batch_t 0.235 (0.226)] [data_t 0.010] [optim_t 0.225] [lr 0.002289] [CE 3.883 (4.416)] [KD 4.308 (4.481)] 2024-10-13 00:58:14,002 - Train: 32.56% [407350/1251000] [325.6/1000.0] [batch_t 0.229 (0.228)] [data_t 0.009] [optim_t 0.220] [lr 0.002288] [CE 5.072 (4.498)] [KD 4.835 (4.467)] 2024-10-13 00:58:25,866 - Train: 32.57% [407400/1251000] [325.7/1000.0] [batch_t 0.246 (0.237)] [data_t 0.007] [optim_t 0.239] [lr 0.002288] [CE 4.468 (4.531)] [KD 4.426 (4.530)] 2024-10-13 00:58:37,602 - Train: 32.57% [407450/1251000] [325.7/1000.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.212] [lr 0.002288] [CE 4.489 (4.499)] [KD 4.401 (4.466)] 2024-10-13 00:58:49,246 - Train: 32.57% [407500/1251000] [325.7/1000.0] [batch_t 0.220 (0.233)] [data_t 0.008] [optim_t 0.212] [lr 0.002288] [CE 4.071 (4.513)] [KD 4.294 (4.427)] 2024-10-13 00:59:00,891 - Train: 32.58% [407550/1251000] [325.8/1000.0] [batch_t 0.217 (0.233)] [data_t 0.009] [optim_t 0.208] [lr 0.002288] [CE 4.679 (4.490)] [KD 4.631 (4.492)] 2024-10-13 00:59:12,622 - Train: 32.58% [407600/1251000] [325.8/1000.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.002288] [CE 4.441 (4.460)] [KD 4.564 (4.385)] 2024-10-13 00:59:23,888 - Train: 32.59% [407650/1251000] [325.9/1000.0] [batch_t 0.223 (0.225)] [data_t 0.011] [optim_t 0.213] [lr 0.002287] [CE 4.683 (4.509)] [KD 4.567 (4.394)] 2024-10-13 00:59:35,797 - Train: 32.59% [407700/1251000] [325.9/1000.0] [batch_t 0.215 (0.238)] [data_t 0.010] [optim_t 0.205] [lr 0.002287] [CE 4.663 (4.455)] [KD 4.414 (4.355)] 2024-10-13 00:59:47,562 - Train: 32.59% [407750/1251000] [325.9/1000.0] [batch_t 0.222 (0.235)] [data_t 0.009] [optim_t 0.213] [lr 0.002287] [CE 4.421 (4.516)] [KD 4.544 (4.437)] 2024-10-13 00:59:59,140 - Train: 32.60% [407800/1251000] [326.0/1000.0] [batch_t 0.243 (0.231)] [data_t 0.006] [optim_t 0.237] [lr 0.002287] [CE 4.248 (4.502)] [KD 4.277 (4.410)] 2024-10-13 01:00:13,737 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.159)] [top1_cnt 36008] [top5_cnt 45491] [top_all 50000] 2024-10-13 01:00:13,738 - net: 72.016 (90.982) 2024-10-13 01:00:23,058 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 38237] [top5_cnt 46593] [top_all 50000] 2024-10-13 01:00:23,059 - net_E: 76.474 (93.186) 2024-10-13 01:00:23,274 - Max [top1: 72.016 (epoch: 326)] [top1-ema: 76.520 (epoch: 325)] 2024-10-13 01:00:23,275 - ==> Total time: 1 day, 4:22:16 Eta: 2 days, 10:39:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:00:41,522 - Train: 32.60% [407850/1251000] [326.0/1000.0] [batch_t 0.229 (0.258)] [data_t 0.009] [optim_t 0.220] [lr 0.002287] [CE 4.253 (4.393)] [KD 4.360 (4.303)] 2024-10-13 01:00:53,577 - Train: 32.61% [407900/1251000] [326.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.002287] [CE 4.759 (4.436)] [KD 4.556 (4.318)] 2024-10-13 01:01:06,089 - Train: 32.61% [407950/1251000] [326.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.010] [optim_t 0.224] [lr 0.002287] [CE 4.374 (4.431)] [KD 4.146 (4.397)] 2024-10-13 01:01:17,928 - Train: 32.61% [408000/1251000] [326.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.008] [optim_t 0.228] [lr 0.002286] [CE 4.485 (4.404)] [KD 4.503 (4.412)] 2024-10-13 01:01:30,020 - Train: 32.62% [408050/1251000] [326.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.225] [lr 0.002286] [CE 4.693 (4.449)] [KD 4.616 (4.394)] 2024-10-13 01:01:42,191 - Train: 32.62% [408100/1251000] [326.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.002286] [CE 4.373 (4.500)] [KD 4.452 (4.437)] 2024-10-13 01:01:54,303 - Train: 32.63% [408150/1251000] [326.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.002286] [CE 4.978 (4.447)] [KD 4.720 (4.407)] 2024-10-13 01:02:06,200 - Train: 32.63% [408200/1251000] [326.3/1000.0] [batch_t 0.244 (0.238)] [data_t 0.006] [optim_t 0.238] [lr 0.002286] [CE 4.175 (4.476)] [KD 4.342 (4.411)] 2024-10-13 01:02:18,518 - Train: 32.63% [408250/1251000] [326.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.008] [optim_t 0.224] [lr 0.002286] [CE 4.677 (4.451)] [KD 4.651 (4.417)] 2024-10-13 01:02:31,171 - Train: 32.64% [408300/1251000] [326.4/1000.0] [batch_t 0.241 (0.253)] [data_t 0.006] [optim_t 0.234] [lr 0.002285] [CE 4.205 (4.476)] [KD 4.215 (4.378)] 2024-10-13 01:02:43,169 - Train: 32.64% [408350/1251000] [326.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.002285] [CE 4.415 (4.475)] [KD 4.800 (4.423)] 2024-10-13 01:02:54,875 - Train: 32.65% [408400/1251000] [326.5/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.002285] [CE 4.364 (4.444)] [KD 4.410 (4.413)] 2024-10-13 01:03:07,011 - Train: 32.65% [408450/1251000] [326.5/1000.0] [batch_t 0.216 (0.243)] [data_t 0.008] [optim_t 0.208] [lr 0.002285] [CE 4.826 (4.437)] [KD 4.473 (4.359)] 2024-10-13 01:03:18,915 - Train: 32.65% [408500/1251000] [326.5/1000.0] [batch_t 0.248 (0.238)] [data_t 0.010] [optim_t 0.239] [lr 0.002285] [CE 4.253 (4.392)] [KD 4.609 (4.383)] 2024-10-13 01:03:31,241 - Train: 32.66% [408550/1251000] [326.6/1000.0] [batch_t 0.229 (0.246)] [data_t 0.008] [optim_t 0.221] [lr 0.002285] [CE 4.326 (4.435)] [KD 4.428 (4.441)] 2024-10-13 01:03:43,672 - Train: 32.66% [408600/1251000] [326.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.002284] [CE 4.242 (4.443)] [KD 4.172 (4.431)] 2024-10-13 01:03:55,831 - Train: 32.67% [408650/1251000] [326.7/1000.0] [batch_t 0.554 (0.243)] [data_t 0.007] [optim_t 0.547] [lr 0.002284] [CE 4.025 (4.377)] [KD 4.265 (4.437)] 2024-10-13 01:04:07,751 - Train: 32.67% [408700/1251000] [326.7/1000.0] [batch_t 0.250 (0.238)] [data_t 0.007] [optim_t 0.242] [lr 0.002284] [CE 3.876 (4.405)] [KD 3.873 (4.417)] 2024-10-13 01:04:20,087 - Train: 32.67% [408750/1251000] [326.7/1000.0] [batch_t 0.230 (0.247)] [data_t 0.008] [optim_t 0.221] [lr 0.002284] [CE 4.575 (4.497)] [KD 4.308 (4.512)] 2024-10-13 01:04:31,964 - Train: 32.68% [408800/1251000] [326.8/1000.0] [batch_t 0.226 (0.237)] [data_t 0.008] [optim_t 0.218] [lr 0.002284] [CE 4.532 (4.493)] [KD 4.469 (4.452)] 2024-10-13 01:04:43,743 - Train: 32.68% [408850/1251000] [326.8/1000.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.235] [lr 0.002284] [CE 5.068 (4.416)] [KD 4.878 (4.442)] 2024-10-13 01:04:56,584 - Train: 32.69% [408900/1251000] [326.9/1000.0] [batch_t 0.247 (0.257)] [data_t 0.008] [optim_t 0.239] [lr 0.002284] [CE 4.711 (4.470)] [KD 4.732 (4.472)] 2024-10-13 01:05:08,836 - Train: 32.69% [408950/1251000] [326.9/1000.0] [batch_t 0.215 (0.245)] [data_t 0.009] [optim_t 0.206] [lr 0.002283] [CE 4.049 (4.486)] [KD 4.307 (4.479)] 2024-10-13 01:05:20,529 - Train: 32.69% [409000/1251000] [326.9/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.002283] [CE 4.522 (4.507)] [KD 4.292 (4.530)] 2024-10-13 01:05:32,321 - Train: 32.70% [409050/1251000] [327.0/1000.0] [batch_t 0.246 (0.236)] [data_t 0.009] [optim_t 0.237] [lr 0.002283] [CE 4.633 (4.463)] [KD 4.578 (4.445)] 2024-10-13 01:05:47,623 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 35487] [top5_cnt 45154] [top_all 50000] 2024-10-13 01:05:47,624 - net: 70.974 (90.308) 2024-10-13 01:05:58,182 - Test (net_E): 100.00% [50/50] [batch_t 0.361 (0.196)] [top1_cnt 38227] [top5_cnt 46595] [top_all 50000] 2024-10-13 01:05:58,183 - net_E: 76.454 (93.190) 2024-10-13 01:05:58,431 - Max [top1: 72.016 (epoch: 326)] [top1-ema: 76.520 (epoch: 325)] 2024-10-13 01:05:58,432 - ==> Total time: 1 day, 4:27:51 Eta: 2 days, 10:34:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:06:07,574 - Train: 32.70% [409100/1251000] [327.0/1000.0] [batch_t 0.229 (0.261)] [data_t 0.009] [optim_t 0.221] [lr 0.002283] [CE 4.202 (4.478)] [KD 4.168 (4.436)] 2024-10-13 01:06:19,654 - Train: 32.71% [409150/1251000] [327.1/1000.0] [batch_t 0.224 (0.241)] [data_t 0.010] [optim_t 0.214] [lr 0.002283] [CE 4.926 (4.518)] [KD 4.451 (4.434)] 2024-10-13 01:06:32,088 - Train: 32.71% [409200/1251000] [327.1/1000.0] [batch_t 0.231 (0.248)] [data_t 0.008] [optim_t 0.223] [lr 0.002283] [CE 4.008 (4.444)] [KD 4.419 (4.405)] 2024-10-13 01:06:43,696 - Train: 32.71% [409250/1251000] [327.1/1000.0] [batch_t 0.239 (0.232)] [data_t 0.008] [optim_t 0.230] [lr 0.002282] [CE 4.424 (4.445)] [KD 4.502 (4.356)] 2024-10-13 01:06:55,682 - Train: 32.72% [409300/1251000] [327.2/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.002282] [CE 4.286 (4.473)] [KD 4.425 (4.412)] 2024-10-13 01:07:07,830 - Train: 32.72% [409350/1251000] [327.2/1000.0] [batch_t 0.227 (0.243)] [data_t 0.008] [optim_t 0.219] [lr 0.002282] [CE 4.490 (4.420)] [KD 4.450 (4.340)] 2024-10-13 01:07:19,973 - Train: 32.73% [409400/1251000] [327.3/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.002282] [CE 4.129 (4.440)] [KD 4.135 (4.383)] 2024-10-13 01:07:32,080 - Train: 32.73% [409450/1251000] [327.3/1000.0] [batch_t 0.250 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.002282] [CE 4.443 (4.542)] [KD 4.317 (4.395)] 2024-10-13 01:07:44,283 - Train: 32.73% [409500/1251000] [327.3/1000.0] [batch_t 0.226 (0.244)] [data_t 0.007] [optim_t 0.218] [lr 0.002282] [CE 4.419 (4.457)] [KD 4.504 (4.371)] 2024-10-13 01:07:56,533 - Train: 32.74% [409550/1251000] [327.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.226] [lr 0.002281] [CE 4.117 (4.441)] [KD 4.155 (4.375)] 2024-10-13 01:08:09,141 - Train: 32.74% [409600/1251000] [327.4/1000.0] [batch_t 0.239 (0.252)] [data_t 0.008] [optim_t 0.231] [lr 0.002281] [CE 4.643 (4.469)] [KD 4.533 (4.458)] 2024-10-13 01:08:21,347 - Train: 32.75% [409650/1251000] [327.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.002281] [CE 4.851 (4.505)] [KD 4.539 (4.537)] 2024-10-13 01:08:33,242 - Train: 32.75% [409700/1251000] [327.5/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.002281] [CE 4.891 (4.418)] [KD 4.718 (4.446)] 2024-10-13 01:08:45,362 - Train: 32.75% [409750/1251000] [327.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002281] [CE 4.327 (4.458)] [KD 4.150 (4.428)] 2024-10-13 01:08:57,539 - Train: 32.76% [409800/1251000] [327.6/1000.0] [batch_t 0.247 (0.243)] [data_t 0.011] [optim_t 0.236] [lr 0.002281] [CE 4.740 (4.438)] [KD 4.517 (4.424)] 2024-10-13 01:09:09,576 - Train: 32.76% [409850/1251000] [327.6/1000.0] [batch_t 0.243 (0.241)] [data_t 0.006] [optim_t 0.238] [lr 0.002280] [CE 4.180 (4.526)] [KD 4.231 (4.434)] 2024-10-13 01:09:21,495 - Train: 32.77% [409900/1251000] [327.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.006] [optim_t 0.231] [lr 0.002280] [CE 4.608 (4.445)] [KD 4.463 (4.466)] 2024-10-13 01:09:33,547 - Train: 32.77% [409950/1251000] [327.7/1000.0] [batch_t 0.244 (0.241)] [data_t 0.007] [optim_t 0.236] [lr 0.002280] [CE 4.020 (4.418)] [KD 4.378 (4.451)] 2024-10-13 01:09:45,985 - Train: 32.77% [410000/1251000] [327.7/1000.0] [batch_t 0.228 (0.249)] [data_t 0.007] [optim_t 0.221] [lr 0.002280] [CE 4.079 (4.377)] [KD 3.916 (4.339)] 2024-10-13 01:09:57,654 - Train: 32.78% [410050/1251000] [327.8/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.002280] [CE 4.395 (4.390)] [KD 4.081 (4.382)] 2024-10-13 01:10:09,691 - Train: 32.78% [410100/1251000] [327.8/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.002280] [CE 4.246 (4.475)] [KD 4.555 (4.373)] 2024-10-13 01:10:21,455 - Train: 32.79% [410150/1251000] [327.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.007] [optim_t 0.230] [lr 0.002280] [CE 4.594 (4.404)] [KD 4.450 (4.367)] 2024-10-13 01:10:34,091 - Train: 32.79% [410200/1251000] [327.9/1000.0] [batch_t 0.542 (0.253)] [data_t 0.007] [optim_t 0.535] [lr 0.002279] [CE 4.709 (4.503)] [KD 4.586 (4.477)] 2024-10-13 01:10:45,797 - Train: 32.79% [410250/1251000] [327.9/1000.0] [batch_t 0.235 (0.234)] [data_t 0.008] [optim_t 0.227] [lr 0.002279] [CE 4.195 (4.445)] [KD 4.196 (4.357)] 2024-10-13 01:10:57,805 - Train: 32.80% [410300/1251000] [328.0/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002279] [CE 4.852 (4.475)] [KD 4.760 (4.395)] 2024-10-13 01:11:13,918 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.182)] [top1_cnt 35832] [top5_cnt 45427] [top_all 50000] 2024-10-13 01:11:13,918 - net: 71.664 (90.854) 2024-10-13 01:11:23,391 - Test (net_E): 100.00% [50/50] [batch_t 0.117 (0.171)] [top1_cnt 38184] [top5_cnt 46598] [top_all 50000] 2024-10-13 01:11:23,391 - net_E: 76.368 (93.196) 2024-10-13 01:11:23,605 - Max [top1: 72.016 (epoch: 326)] [top1-ema: 76.520 (epoch: 325)] 2024-10-13 01:11:23,606 - ==> Total time: 1 day, 4:33:16 Eta: 2 days, 10:30:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:11:33,323 - Train: 32.80% [410350/1251000] [328.0/1000.0] [batch_t 0.434 (0.295)] [data_t 0.008] [optim_t 0.426] [lr 0.002279] [CE 4.199 (4.428)] [KD 4.116 (4.280)] 2024-10-13 01:11:45,318 - Train: 32.81% [410400/1251000] [328.1/1000.0] [batch_t 0.245 (0.240)] [data_t 0.008] [optim_t 0.237] [lr 0.002279] [CE 4.654 (4.496)] [KD 4.222 (4.399)] 2024-10-13 01:11:57,736 - Train: 32.81% [410450/1251000] [328.1/1000.0] [batch_t 0.240 (0.248)] [data_t 0.008] [optim_t 0.233] [lr 0.002279] [CE 4.740 (4.436)] [KD 4.285 (4.355)] 2024-10-13 01:12:09,747 - Train: 32.81% [410500/1251000] [328.1/1000.0] [batch_t 0.230 (0.240)] [data_t 0.008] [optim_t 0.222] [lr 0.002278] [CE 4.317 (4.414)] [KD 4.308 (4.360)] 2024-10-13 01:12:21,905 - Train: 32.82% [410550/1251000] [328.2/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.002278] [CE 4.911 (4.484)] [KD 4.504 (4.371)] 2024-10-13 01:12:34,117 - Train: 32.82% [410600/1251000] [328.2/1000.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.002278] [CE 4.559 (4.390)] [KD 4.543 (4.338)] 2024-10-13 01:12:45,877 - Train: 32.83% [410650/1251000] [328.3/1000.0] [batch_t 0.224 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.002278] [CE 4.900 (4.470)] [KD 4.606 (4.389)] 2024-10-13 01:12:58,126 - Train: 32.83% [410700/1251000] [328.3/1000.0] [batch_t 0.221 (0.245)] [data_t 0.006] [optim_t 0.215] [lr 0.002278] [CE 4.559 (4.497)] [KD 4.586 (4.375)] 2024-10-13 01:13:10,298 - Train: 32.83% [410750/1251000] [328.3/1000.0] [batch_t 0.219 (0.243)] [data_t 0.008] [optim_t 0.210] [lr 0.002278] [CE 4.553 (4.479)] [KD 4.454 (4.411)] 2024-10-13 01:13:22,039 - Train: 32.84% [410800/1251000] [328.4/1000.0] [batch_t 0.223 (0.235)] [data_t 0.006] [optim_t 0.217] [lr 0.002277] [CE 4.882 (4.358)] [KD 4.301 (4.362)] 2024-10-13 01:13:33,861 - Train: 32.84% [410850/1251000] [328.4/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.002277] [CE 4.380 (4.492)] [KD 4.159 (4.401)] 2024-10-13 01:13:46,028 - Train: 32.85% [410900/1251000] [328.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.002277] [CE 3.867 (4.433)] [KD 4.155 (4.377)] 2024-10-13 01:13:57,813 - Train: 32.85% [410950/1251000] [328.5/1000.0] [batch_t 0.240 (0.236)] [data_t 0.008] [optim_t 0.233] [lr 0.002277] [CE 4.232 (4.477)] [KD 4.211 (4.467)] 2024-10-13 01:14:10,164 - Train: 32.85% [411000/1251000] [328.5/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.002277] [CE 4.181 (4.498)] [KD 4.278 (4.424)] 2024-10-13 01:14:22,206 - Train: 32.86% [411050/1251000] [328.6/1000.0] [batch_t 0.231 (0.241)] [data_t 0.007] [optim_t 0.224] [lr 0.002277] [CE 4.744 (4.361)] [KD 4.594 (4.340)] 2024-10-13 01:14:34,401 - Train: 32.86% [411100/1251000] [328.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.011] [optim_t 0.224] [lr 0.002276] [CE 4.479 (4.422)] [KD 4.256 (4.375)] 2024-10-13 01:14:46,009 - Train: 32.87% [411150/1251000] [328.7/1000.0] [batch_t 0.231 (0.232)] [data_t 0.008] [optim_t 0.223] [lr 0.002276] [CE 4.631 (4.407)] [KD 4.684 (4.384)] 2024-10-13 01:14:57,846 - Train: 32.87% [411200/1251000] [328.7/1000.0] [batch_t 0.234 (0.237)] [data_t 0.010] [optim_t 0.225] [lr 0.002276] [CE 4.260 (4.433)] [KD 4.539 (4.390)] 2024-10-13 01:15:09,952 - Train: 32.87% [411250/1251000] [328.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.006] [optim_t 0.226] [lr 0.002276] [CE 4.912 (4.514)] [KD 4.384 (4.435)] 2024-10-13 01:15:21,911 - Train: 32.88% [411300/1251000] [328.8/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.002276] [CE 4.364 (4.409)] [KD 4.178 (4.354)] 2024-10-13 01:15:33,854 - Train: 32.88% [411350/1251000] [328.8/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002276] [CE 4.911 (4.433)] [KD 4.485 (4.416)] 2024-10-13 01:15:45,677 - Train: 32.89% [411400/1251000] [328.9/1000.0] [batch_t 0.232 (0.236)] [data_t 0.010] [optim_t 0.222] [lr 0.002276] [CE 4.883 (4.479)] [KD 4.667 (4.426)] 2024-10-13 01:15:57,652 - Train: 32.89% [411450/1251000] [328.9/1000.0] [batch_t 0.219 (0.239)] [data_t 0.010] [optim_t 0.209] [lr 0.002275] [CE 4.587 (4.496)] [KD 4.518 (4.502)] 2024-10-13 01:16:09,455 - Train: 32.89% [411500/1251000] [328.9/1000.0] [batch_t 0.229 (0.236)] [data_t 0.008] [optim_t 0.221] [lr 0.002275] [CE 4.438 (4.480)] [KD 4.516 (4.438)] 2024-10-13 01:16:21,406 - Train: 32.90% [411550/1251000] [329.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.228] [lr 0.002275] [CE 4.443 (4.418)] [KD 4.601 (4.422)] 2024-10-13 01:16:36,847 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.163)] [top1_cnt 35891] [top5_cnt 45433] [top_all 50000] 2024-10-13 01:16:36,847 - net: 71.782 (90.866) 2024-10-13 01:16:45,863 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 38240] [top5_cnt 46611] [top_all 50000] 2024-10-13 01:16:45,863 - net_E: 76.480 (93.222) 2024-10-13 01:16:46,079 - Max [top1: 72.016 (epoch: 326)] [top1-ema: 76.520 (epoch: 325)] 2024-10-13 01:16:46,080 - ==> Total time: 1 day, 4:38:38 Eta: 2 days, 10:25:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:16:54,755 - Train: 32.90% [411600/1251000] [329.0/1000.0] [batch_t 0.220 (0.268)] [data_t 0.007] [optim_t 0.213] [lr 0.002275] [CE 4.953 (4.392)] [KD 4.661 (4.339)] 2024-10-13 01:17:06,674 - Train: 32.91% [411650/1251000] [329.1/1000.0] [batch_t 0.223 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.002275] [CE 4.590 (4.433)] [KD 4.234 (4.375)] 2024-10-13 01:17:19,409 - Train: 32.91% [411700/1251000] [329.1/1000.0] [batch_t 0.227 (0.255)] [data_t 0.007] [optim_t 0.220] [lr 0.002275] [CE 4.288 (4.445)] [KD 4.357 (4.340)] 2024-10-13 01:17:31,374 - Train: 32.91% [411750/1251000] [329.1/1000.0] [batch_t 0.257 (0.239)] [data_t 0.006] [optim_t 0.250] [lr 0.002274] [CE 4.574 (4.534)] [KD 4.680 (4.481)] 2024-10-13 01:17:43,417 - Train: 32.92% [411800/1251000] [329.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.002274] [CE 4.668 (4.461)] [KD 4.422 (4.421)] 2024-10-13 01:17:55,320 - Train: 32.92% [411850/1251000] [329.2/1000.0] [batch_t 0.222 (0.238)] [data_t 0.006] [optim_t 0.216] [lr 0.002274] [CE 4.256 (4.493)] [KD 4.464 (4.446)] 2024-10-13 01:18:07,434 - Train: 32.93% [411900/1251000] [329.3/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.002274] [CE 4.167 (4.478)] [KD 4.342 (4.476)] 2024-10-13 01:18:19,304 - Train: 32.93% [411950/1251000] [329.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.007] [optim_t 0.227] [lr 0.002274] [CE 4.444 (4.485)] [KD 4.463 (4.449)] 2024-10-13 01:18:31,241 - Train: 32.93% [412000/1251000] [329.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.002274] [CE 4.764 (4.461)] [KD 4.541 (4.429)] 2024-10-13 01:18:43,416 - Train: 32.94% [412050/1251000] [329.4/1000.0] [batch_t 0.255 (0.243)] [data_t 0.008] [optim_t 0.247] [lr 0.002273] [CE 4.568 (4.443)] [KD 4.475 (4.411)] 2024-10-13 01:18:55,585 - Train: 32.94% [412100/1251000] [329.4/1000.0] [batch_t 0.223 (0.243)] [data_t 0.011] [optim_t 0.213] [lr 0.002273] [CE 5.051 (4.498)] [KD 4.681 (4.359)] 2024-10-13 01:19:07,381 - Train: 32.95% [412150/1251000] [329.5/1000.0] [batch_t 0.217 (0.236)] [data_t 0.007] [optim_t 0.210] [lr 0.002273] [CE 4.415 (4.391)] [KD 4.528 (4.354)] 2024-10-13 01:19:19,134 - Train: 32.95% [412200/1251000] [329.5/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002273] [CE 4.506 (4.477)] [KD 4.678 (4.428)] 2024-10-13 01:19:31,162 - Train: 32.95% [412250/1251000] [329.5/1000.0] [batch_t 0.399 (0.240)] [data_t 0.008] [optim_t 0.390] [lr 0.002273] [CE 4.192 (4.436)] [KD 4.389 (4.396)] 2024-10-13 01:19:43,140 - Train: 32.96% [412300/1251000] [329.6/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.002273] [CE 4.471 (4.467)] [KD 4.006 (4.423)] 2024-10-13 01:19:55,146 - Train: 32.96% [412350/1251000] [329.6/1000.0] [batch_t 0.416 (0.240)] [data_t 0.008] [optim_t 0.409] [lr 0.002272] [CE 4.285 (4.414)] [KD 4.365 (4.363)] 2024-10-13 01:20:06,865 - Train: 32.97% [412400/1251000] [329.7/1000.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.220] [lr 0.002272] [CE 4.659 (4.429)] [KD 4.643 (4.389)] 2024-10-13 01:20:18,858 - Train: 32.97% [412450/1251000] [329.7/1000.0] [batch_t 0.229 (0.240)] [data_t 0.010] [optim_t 0.219] [lr 0.002272] [CE 4.441 (4.426)] [KD 4.190 (4.363)] 2024-10-13 01:20:31,116 - Train: 32.97% [412500/1251000] [329.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.002272] [CE 5.027 (4.520)] [KD 4.856 (4.432)] 2024-10-13 01:20:42,686 - Train: 32.98% [412550/1251000] [329.8/1000.0] [batch_t 0.215 (0.231)] [data_t 0.007] [optim_t 0.208] [lr 0.002272] [CE 4.440 (4.459)] [KD 4.228 (4.462)] 2024-10-13 01:20:54,357 - Train: 32.98% [412600/1251000] [329.8/1000.0] [batch_t 0.236 (0.233)] [data_t 0.010] [optim_t 0.226] [lr 0.002272] [CE 4.479 (4.487)] [KD 4.498 (4.430)] 2024-10-13 01:21:06,712 - Train: 32.99% [412650/1251000] [329.9/1000.0] [batch_t 0.233 (0.247)] [data_t 0.008] [optim_t 0.225] [lr 0.002272] [CE 4.753 (4.502)] [KD 4.510 (4.527)] 2024-10-13 01:21:19,157 - Train: 32.99% [412700/1251000] [329.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.002271] [CE 4.751 (4.436)] [KD 4.434 (4.397)] 2024-10-13 01:21:31,093 - Train: 32.99% [412750/1251000] [329.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.007] [optim_t 0.231] [lr 0.002271] [CE 5.044 (4.420)] [KD 4.458 (4.415)] 2024-10-13 01:21:43,219 - Train: 33.00% [412800/1251000] [330.0/1000.0] [batch_t 0.220 (0.242)] [data_t 0.007] [optim_t 0.213] [lr 0.002271] [CE 4.182 (4.399)] [KD 4.411 (4.364)] 2024-10-13 01:21:58,979 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.162)] [top1_cnt 35456] [top5_cnt 45185] [top_all 50000] 2024-10-13 01:21:58,982 - net: 70.912 (90.370) 2024-10-13 01:22:07,821 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 38229] [top5_cnt 46598] [top_all 50000] 2024-10-13 01:22:07,822 - net_E: 76.458 (93.196) 2024-10-13 01:22:08,022 - Max [top1: 72.016 (epoch: 326)] [top1-ema: 76.520 (epoch: 325)] 2024-10-13 01:22:08,023 - ==> Total time: 1 day, 4:44:00 Eta: 2 days, 10:20:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:22:25,165 - Train: 33.00% [412850/1251000] [330.0/1000.0] [batch_t 0.238 (0.258)] [data_t 0.009] [optim_t 0.229] [lr 0.002271] [CE 4.481 (4.495)] [KD 4.654 (4.412)] 2024-10-13 01:22:37,605 - Train: 33.01% [412900/1251000] [330.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002271] [CE 4.500 (4.477)] [KD 4.433 (4.374)] 2024-10-13 01:22:50,008 - Train: 33.01% [412950/1251000] [330.1/1000.0] [batch_t 0.226 (0.248)] [data_t 0.007] [optim_t 0.219] [lr 0.002271] [CE 3.822 (4.397)] [KD 4.089 (4.324)] 2024-10-13 01:23:01,524 - Train: 33.01% [413000/1251000] [330.1/1000.0] [batch_t 0.229 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.002270] [CE 4.536 (4.381)] [KD 3.915 (4.257)] 2024-10-13 01:23:13,552 - Train: 33.02% [413050/1251000] [330.2/1000.0] [batch_t 0.228 (0.240)] [data_t 0.008] [optim_t 0.220] [lr 0.002270] [CE 4.303 (4.401)] [KD 4.066 (4.312)] 2024-10-13 01:23:25,394 - Train: 33.02% [413100/1251000] [330.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002270] [CE 4.352 (4.499)] [KD 4.205 (4.325)] 2024-10-13 01:23:37,930 - Train: 33.03% [413150/1251000] [330.3/1000.0] [batch_t 0.220 (0.251)] [data_t 0.009] [optim_t 0.211] [lr 0.002270] [CE 3.931 (4.381)] [KD 3.969 (4.332)] 2024-10-13 01:23:49,766 - Train: 33.03% [413200/1251000] [330.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.010] [optim_t 0.226] [lr 0.002270] [CE 4.307 (4.434)] [KD 4.277 (4.358)] 2024-10-13 01:24:01,674 - Train: 33.03% [413250/1251000] [330.3/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.002270] [CE 4.666 (4.386)] [KD 4.509 (4.324)] 2024-10-13 01:24:14,041 - Train: 33.04% [413300/1251000] [330.4/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.232] [lr 0.002269] [CE 5.060 (4.462)] [KD 4.551 (4.344)] 2024-10-13 01:24:26,168 - Train: 33.04% [413350/1251000] [330.4/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.002269] [CE 4.348 (4.461)] [KD 4.334 (4.418)] 2024-10-13 01:24:37,877 - Train: 33.05% [413400/1251000] [330.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002269] [CE 4.178 (4.458)] [KD 4.038 (4.440)] 2024-10-13 01:24:49,890 - Train: 33.05% [413450/1251000] [330.5/1000.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.002269] [CE 4.263 (4.424)] [KD 4.283 (4.388)] 2024-10-13 01:25:02,140 - Train: 33.05% [413500/1251000] [330.5/1000.0] [batch_t 0.226 (0.245)] [data_t 0.011] [optim_t 0.215] [lr 0.002269] [CE 4.346 (4.472)] [KD 4.550 (4.445)] 2024-10-13 01:25:14,368 - Train: 33.06% [413550/1251000] [330.6/1000.0] [batch_t 0.442 (0.244)] [data_t 0.008] [optim_t 0.434] [lr 0.002269] [CE 4.393 (4.422)] [KD 4.234 (4.398)] 2024-10-13 01:25:26,460 - Train: 33.06% [413600/1251000] [330.6/1000.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.241] [lr 0.002268] [CE 4.639 (4.459)] [KD 4.447 (4.371)] 2024-10-13 01:25:38,481 - Train: 33.07% [413650/1251000] [330.7/1000.0] [batch_t 0.242 (0.240)] [data_t 0.008] [optim_t 0.234] [lr 0.002268] [CE 4.302 (4.441)] [KD 4.479 (4.382)] 2024-10-13 01:25:50,130 - Train: 33.07% [413700/1251000] [330.7/1000.0] [batch_t 0.233 (0.233)] [data_t 0.008] [optim_t 0.225] [lr 0.002268] [CE 4.205 (4.441)] [KD 4.353 (4.312)] 2024-10-13 01:26:02,193 - Train: 33.07% [413750/1251000] [330.7/1000.0] [batch_t 0.260 (0.241)] [data_t 0.010] [optim_t 0.250] [lr 0.002268] [CE 4.299 (4.411)] [KD 4.203 (4.259)] 2024-10-13 01:26:14,232 - Train: 33.08% [413800/1251000] [330.8/1000.0] [batch_t 0.250 (0.241)] [data_t 0.008] [optim_t 0.242] [lr 0.002268] [CE 4.531 (4.457)] [KD 4.556 (4.402)] 2024-10-13 01:26:26,219 - Train: 33.08% [413850/1251000] [330.8/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002268] [CE 4.459 (4.490)] [KD 4.273 (4.413)] 2024-10-13 01:26:38,876 - Train: 33.09% [413900/1251000] [330.9/1000.0] [batch_t 0.228 (0.253)] [data_t 0.009] [optim_t 0.219] [lr 0.002267] [CE 3.869 (4.467)] [KD 4.194 (4.361)] 2024-10-13 01:26:50,756 - Train: 33.09% [413950/1251000] [330.9/1000.0] [batch_t 0.243 (0.237)] [data_t 0.010] [optim_t 0.233] [lr 0.002267] [CE 5.020 (4.391)] [KD 4.616 (4.348)] 2024-10-13 01:27:02,856 - Train: 33.09% [414000/1251000] [330.9/1000.0] [batch_t 0.228 (0.242)] [data_t 0.007] [optim_t 0.221] [lr 0.002267] [CE 4.431 (4.525)] [KD 4.639 (4.398)] 2024-10-13 01:27:15,124 - Train: 33.10% [414050/1251000] [331.0/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.002267] [CE 4.315 (4.442)] [KD 4.332 (4.431)] 2024-10-13 01:27:31,412 - Test (net): 100.00% [50/50] [batch_t 0.261 (0.161)] [top1_cnt 35557] [top5_cnt 45242] [top_all 50000] 2024-10-13 01:27:31,412 - net: 71.114 (90.484) 2024-10-13 01:27:40,351 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 38259] [top5_cnt 46599] [top_all 50000] 2024-10-13 01:27:40,352 - net_E: 76.518 (93.198) 2024-10-13 01:27:40,542 - Max [top1: 72.016 (epoch: 326)] [top1-ema: 76.520 (epoch: 325)] 2024-10-13 01:27:40,542 - ==> Total time: 1 day, 4:49:33 Eta: 2 days, 10:15:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:27:48,856 - Train: 33.10% [414100/1251000] [331.0/1000.0] [batch_t 0.228 (0.277)] [data_t 0.007] [optim_t 0.221] [lr 0.002267] [CE 4.616 (4.501)] [KD 4.522 (4.481)] 2024-10-13 01:28:00,749 - Train: 33.11% [414150/1251000] [331.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.002267] [CE 4.980 (4.507)] [KD 4.868 (4.450)] 2024-10-13 01:28:13,251 - Train: 33.11% [414200/1251000] [331.1/1000.0] [batch_t 0.240 (0.250)] [data_t 0.007] [optim_t 0.233] [lr 0.002267] [CE 4.055 (4.432)] [KD 4.061 (4.362)] 2024-10-13 01:28:25,120 - Train: 33.11% [414250/1251000] [331.1/1000.0] [batch_t 0.464 (0.237)] [data_t 0.010] [optim_t 0.454] [lr 0.002266] [CE 3.809 (4.487)] [KD 4.116 (4.397)] 2024-10-13 01:28:37,066 - Train: 33.12% [414300/1251000] [331.2/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.002266] [CE 4.263 (4.396)] [KD 4.136 (4.349)] 2024-10-13 01:28:49,003 - Train: 33.12% [414350/1251000] [331.2/1000.0] [batch_t 0.235 (0.239)] [data_t 0.006] [optim_t 0.229] [lr 0.002266] [CE 4.783 (4.422)] [KD 4.637 (4.390)] 2024-10-13 01:29:00,971 - Train: 33.13% [414400/1251000] [331.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.008] [optim_t 0.227] [lr 0.002266] [CE 4.734 (4.413)] [KD 4.551 (4.348)] 2024-10-13 01:29:13,008 - Train: 33.13% [414450/1251000] [331.3/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002266] [CE 4.812 (4.494)] [KD 4.762 (4.401)] 2024-10-13 01:29:25,685 - Train: 33.13% [414500/1251000] [331.3/1000.0] [batch_t 0.479 (0.253)] [data_t 0.008] [optim_t 0.471] [lr 0.002266] [CE 4.292 (4.424)] [KD 4.070 (4.309)] 2024-10-13 01:29:37,740 - Train: 33.14% [414550/1251000] [331.4/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.218] [lr 0.002265] [CE 4.301 (4.448)] [KD 4.347 (4.426)] 2024-10-13 01:29:49,710 - Train: 33.14% [414600/1251000] [331.4/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.002265] [CE 4.359 (4.491)] [KD 4.391 (4.453)] 2024-10-13 01:30:01,320 - Train: 33.15% [414650/1251000] [331.5/1000.0] [batch_t 0.233 (0.232)] [data_t 0.007] [optim_t 0.226] [lr 0.002265] [CE 4.995 (4.495)] [KD 4.721 (4.464)] 2024-10-13 01:30:13,208 - Train: 33.15% [414700/1251000] [331.5/1000.0] [batch_t 0.210 (0.238)] [data_t 0.006] [optim_t 0.204] [lr 0.002265] [CE 4.207 (4.482)] [KD 4.164 (4.405)] 2024-10-13 01:30:25,099 - Train: 33.15% [414750/1251000] [331.5/1000.0] [batch_t 0.261 (0.238)] [data_t 0.009] [optim_t 0.252] [lr 0.002265] [CE 4.549 (4.466)] [KD 4.218 (4.381)] 2024-10-13 01:30:37,135 - Train: 33.16% [414800/1251000] [331.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.002265] [CE 3.955 (4.417)] [KD 4.055 (4.338)] 2024-10-13 01:30:49,129 - Train: 33.16% [414850/1251000] [331.6/1000.0] [batch_t 0.219 (0.240)] [data_t 0.009] [optim_t 0.211] [lr 0.002264] [CE 4.530 (4.381)] [KD 4.362 (4.326)] 2024-10-13 01:31:01,055 - Train: 33.17% [414900/1251000] [331.7/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.216] [lr 0.002264] [CE 4.878 (4.397)] [KD 4.901 (4.382)] 2024-10-13 01:31:13,609 - Train: 33.17% [414950/1251000] [331.7/1000.0] [batch_t 0.231 (0.251)] [data_t 0.007] [optim_t 0.224] [lr 0.002264] [CE 4.736 (4.483)] [KD 4.639 (4.489)] 2024-10-13 01:31:25,532 - Train: 33.17% [415000/1251000] [331.7/1000.0] [batch_t 0.229 (0.238)] [data_t 0.006] [optim_t 0.223] [lr 0.002264] [CE 4.595 (4.496)] [KD 4.167 (4.456)] 2024-10-13 01:31:37,549 - Train: 33.18% [415050/1251000] [331.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002264] [CE 4.740 (4.521)] [KD 4.880 (4.432)] 2024-10-13 01:31:49,991 - Train: 33.18% [415100/1251000] [331.8/1000.0] [batch_t 0.242 (0.249)] [data_t 0.006] [optim_t 0.236] [lr 0.002264] [CE 4.482 (4.444)] [KD 4.596 (4.413)] 2024-10-13 01:32:02,101 - Train: 33.19% [415150/1251000] [331.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.002263] [CE 4.628 (4.427)] [KD 4.540 (4.440)] 2024-10-13 01:32:14,322 - Train: 33.19% [415200/1251000] [331.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.002263] [CE 3.694 (4.429)] [KD 4.220 (4.382)] 2024-10-13 01:32:26,856 - Train: 33.19% [415250/1251000] [331.9/1000.0] [batch_t 0.245 (0.250)] [data_t 0.007] [optim_t 0.238] [lr 0.002263] [CE 4.529 (4.429)] [KD 3.952 (4.359)] 2024-10-13 01:32:38,858 - Train: 33.20% [415300/1251000] [332.0/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.002263] [CE 4.013 (4.492)] [KD 4.327 (4.400)] 2024-10-13 01:32:55,243 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 36042] [top5_cnt 45462] [top_all 50000] 2024-10-13 01:32:55,244 - net: 72.084 (90.924) 2024-10-13 01:33:05,920 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.198)] [top1_cnt 38265] [top5_cnt 46602] [top_all 50000] 2024-10-13 01:33:05,921 - net_E: 76.530 (93.204) 2024-10-13 01:33:06,169 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.530 (epoch: 332)] 2024-10-13 01:33:06,169 - ==> Total time: 1 day, 4:54:58 Eta: 2 days, 10:10:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:33:28,930 - Train: 33.20% [415350/1251000] [332.0/1000.0] [batch_t 0.241 (0.286)] [data_t 0.010] [optim_t 0.231] [lr 0.002263] [CE 4.140 (4.416)] [KD 4.186 (4.279)] 2024-10-13 01:33:40,783 - Train: 33.21% [415400/1251000] [332.1/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.002263] [CE 4.395 (4.350)] [KD 4.244 (4.292)] 2024-10-13 01:33:52,569 - Train: 33.21% [415450/1251000] [332.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.006] [optim_t 0.229] [lr 0.002263] [CE 4.776 (4.443)] [KD 4.525 (4.400)] 2024-10-13 01:34:04,982 - Train: 33.21% [415500/1251000] [332.1/1000.0] [batch_t 0.218 (0.248)] [data_t 0.007] [optim_t 0.211] [lr 0.002262] [CE 4.323 (4.406)] [KD 4.261 (4.408)] 2024-10-13 01:34:16,904 - Train: 33.22% [415550/1251000] [332.2/1000.0] [batch_t 0.225 (0.238)] [data_t 0.006] [optim_t 0.218] [lr 0.002262] [CE 3.768 (4.429)] [KD 4.038 (4.403)] 2024-10-13 01:34:28,754 - Train: 33.22% [415600/1251000] [332.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002262] [CE 4.553 (4.480)] [KD 4.428 (4.408)] 2024-10-13 01:34:41,227 - Train: 33.23% [415650/1251000] [332.3/1000.0] [batch_t 0.225 (0.249)] [data_t 0.010] [optim_t 0.216] [lr 0.002262] [CE 4.509 (4.464)] [KD 4.674 (4.377)] 2024-10-13 01:34:52,974 - Train: 33.23% [415700/1251000] [332.3/1000.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.002262] [CE 4.799 (4.445)] [KD 4.733 (4.434)] 2024-10-13 01:35:04,935 - Train: 33.23% [415750/1251000] [332.3/1000.0] [batch_t 0.224 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.002262] [CE 3.826 (4.454)] [KD 4.075 (4.367)] 2024-10-13 01:35:16,765 - Train: 33.24% [415800/1251000] [332.4/1000.0] [batch_t 0.241 (0.236)] [data_t 0.006] [optim_t 0.235] [lr 0.002261] [CE 5.015 (4.472)] [KD 4.787 (4.452)] 2024-10-13 01:35:29,169 - Train: 33.24% [415850/1251000] [332.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.008] [optim_t 0.224] [lr 0.002261] [CE 4.870 (4.516)] [KD 4.619 (4.510)] 2024-10-13 01:35:41,425 - Train: 33.25% [415900/1251000] [332.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.002261] [CE 4.224 (4.492)] [KD 4.193 (4.407)] 2024-10-13 01:35:53,173 - Train: 33.25% [415950/1251000] [332.5/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.002261] [CE 4.295 (4.531)] [KD 4.377 (4.469)] 2024-10-13 01:36:05,220 - Train: 33.25% [416000/1251000] [332.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.010] [optim_t 0.228] [lr 0.002261] [CE 5.076 (4.409)] [KD 4.537 (4.375)] 2024-10-13 01:36:17,595 - Train: 33.26% [416050/1251000] [332.6/1000.0] [batch_t 0.232 (0.247)] [data_t 0.007] [optim_t 0.225] [lr 0.002261] [CE 4.901 (4.423)] [KD 4.525 (4.354)] 2024-10-13 01:36:29,808 - Train: 33.26% [416100/1251000] [332.6/1000.0] [batch_t 0.558 (0.244)] [data_t 0.009] [optim_t 0.549] [lr 0.002260] [CE 3.940 (4.392)] [KD 3.878 (4.342)] 2024-10-13 01:36:41,745 - Train: 33.27% [416150/1251000] [332.7/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.002260] [CE 4.472 (4.439)] [KD 4.352 (4.346)] 2024-10-13 01:36:53,985 - Train: 33.27% [416200/1251000] [332.7/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.002260] [CE 4.043 (4.435)] [KD 3.891 (4.326)] 2024-10-13 01:37:05,826 - Train: 33.27% [416250/1251000] [332.7/1000.0] [batch_t 0.226 (0.237)] [data_t 0.006] [optim_t 0.220] [lr 0.002260] [CE 4.197 (4.483)] [KD 4.450 (4.374)] 2024-10-13 01:37:18,122 - Train: 33.28% [416300/1251000] [332.8/1000.0] [batch_t 0.241 (0.246)] [data_t 0.006] [optim_t 0.234] [lr 0.002260] [CE 4.326 (4.409)] [KD 4.415 (4.406)] 2024-10-13 01:37:30,326 - Train: 33.28% [416350/1251000] [332.8/1000.0] [batch_t 0.228 (0.244)] [data_t 0.007] [optim_t 0.221] [lr 0.002260] [CE 4.440 (4.456)] [KD 4.415 (4.438)] 2024-10-13 01:37:42,222 - Train: 33.29% [416400/1251000] [332.9/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.002259] [CE 4.460 (4.437)] [KD 4.591 (4.432)] 2024-10-13 01:37:54,683 - Train: 33.29% [416450/1251000] [332.9/1000.0] [batch_t 0.241 (0.249)] [data_t 0.007] [optim_t 0.233] [lr 0.002259] [CE 4.557 (4.459)] [KD 4.396 (4.439)] 2024-10-13 01:38:07,147 - Train: 33.29% [416500/1251000] [332.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.002259] [CE 4.372 (4.445)] [KD 4.468 (4.402)] 2024-10-13 01:38:18,885 - Train: 33.30% [416550/1251000] [333.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.007] [optim_t 0.228] [lr 0.002259] [CE 4.264 (4.485)] [KD 4.248 (4.476)] 2024-10-13 01:38:35,792 - Test (net): 100.00% [50/50] [batch_t 0.060 (0.168)] [top1_cnt 35537] [top5_cnt 45285] [top_all 50000] 2024-10-13 01:38:35,792 - net: 71.074 (90.570) 2024-10-13 01:38:44,424 - Test (net_E): 100.00% [50/50] [batch_t 0.076 (0.156)] [top1_cnt 38262] [top5_cnt 46577] [top_all 50000] 2024-10-13 01:38:44,424 - net_E: 76.524 (93.154) 2024-10-13 01:38:44,627 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.530 (epoch: 332)] 2024-10-13 01:38:44,628 - ==> Total time: 1 day, 5:00:37 Eta: 2 days, 10:06:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:38:52,208 - Train: 33.30% [416600/1251000] [333.0/1000.0] [batch_t 0.260 (0.268)] [data_t 0.010] [optim_t 0.250] [lr 0.002259] [CE 4.070 (4.346)] [KD 3.909 (4.303)] 2024-10-13 01:39:04,250 - Train: 33.31% [416650/1251000] [333.1/1000.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.002259] [CE 4.483 (4.441)] [KD 4.441 (4.334)] 2024-10-13 01:39:16,625 - Train: 33.31% [416700/1251000] [333.1/1000.0] [batch_t 0.240 (0.247)] [data_t 0.008] [optim_t 0.232] [lr 0.002258] [CE 4.038 (4.419)] [KD 4.250 (4.361)] 2024-10-13 01:39:28,687 - Train: 33.31% [416750/1251000] [333.1/1000.0] [batch_t 0.242 (0.241)] [data_t 0.010] [optim_t 0.232] [lr 0.002258] [CE 4.002 (4.480)] [KD 3.915 (4.349)] 2024-10-13 01:39:40,674 - Train: 33.32% [416800/1251000] [333.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.002258] [CE 4.609 (4.489)] [KD 4.401 (4.334)] 2024-10-13 01:39:52,406 - Train: 33.32% [416850/1251000] [333.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.010] [optim_t 0.222] [lr 0.002258] [CE 4.431 (4.480)] [KD 4.526 (4.451)] 2024-10-13 01:40:04,867 - Train: 33.33% [416900/1251000] [333.3/1000.0] [batch_t 0.245 (0.249)] [data_t 0.007] [optim_t 0.238] [lr 0.002258] [CE 4.687 (4.436)] [KD 4.575 (4.396)] 2024-10-13 01:40:16,619 - Train: 33.33% [416950/1251000] [333.3/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.002258] [CE 4.458 (4.478)] [KD 4.473 (4.407)] 2024-10-13 01:40:28,703 - Train: 33.33% [417000/1251000] [333.3/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.220] [lr 0.002258] [CE 4.301 (4.420)] [KD 4.319 (4.330)] 2024-10-13 01:40:40,595 - Train: 33.34% [417050/1251000] [333.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.008] [optim_t 0.225] [lr 0.002257] [CE 4.212 (4.559)] [KD 4.243 (4.423)] 2024-10-13 01:40:52,545 - Train: 33.34% [417100/1251000] [333.4/1000.0] [batch_t 0.249 (0.239)] [data_t 0.008] [optim_t 0.241] [lr 0.002257] [CE 4.726 (4.459)] [KD 4.393 (4.345)] 2024-10-13 01:41:04,189 - Train: 33.35% [417150/1251000] [333.5/1000.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.002257] [CE 4.260 (4.400)] [KD 4.446 (4.286)] 2024-10-13 01:41:15,907 - Train: 33.35% [417200/1251000] [333.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.008] [optim_t 0.225] [lr 0.002257] [CE 4.660 (4.507)] [KD 4.464 (4.449)] 2024-10-13 01:41:27,983 - Train: 33.35% [417250/1251000] [333.5/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.002257] [CE 4.633 (4.418)] [KD 4.222 (4.359)] 2024-10-13 01:41:40,238 - Train: 33.36% [417300/1251000] [333.6/1000.0] [batch_t 0.221 (0.245)] [data_t 0.010] [optim_t 0.211] [lr 0.002257] [CE 4.373 (4.498)] [KD 4.226 (4.401)] 2024-10-13 01:41:52,208 - Train: 33.36% [417350/1251000] [333.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.006] [optim_t 0.229] [lr 0.002256] [CE 4.660 (4.407)] [KD 4.626 (4.353)] 2024-10-13 01:42:04,234 - Train: 33.37% [417400/1251000] [333.7/1000.0] [batch_t 0.244 (0.240)] [data_t 0.007] [optim_t 0.237] [lr 0.002256] [CE 4.423 (4.465)] [KD 4.389 (4.423)] 2024-10-13 01:42:16,070 - Train: 33.37% [417450/1251000] [333.7/1000.0] [batch_t 0.241 (0.237)] [data_t 0.007] [optim_t 0.234] [lr 0.002256] [CE 4.560 (4.433)] [KD 4.311 (4.444)] 2024-10-13 01:42:28,363 - Train: 33.37% [417500/1251000] [333.7/1000.0] [batch_t 0.226 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.002256] [CE 4.631 (4.410)] [KD 4.639 (4.431)] 2024-10-13 01:42:40,557 - Train: 33.38% [417550/1251000] [333.8/1000.0] [batch_t 0.248 (0.244)] [data_t 0.008] [optim_t 0.240] [lr 0.002256] [CE 4.266 (4.481)] [KD 4.264 (4.474)] 2024-10-13 01:42:52,754 - Train: 33.38% [417600/1251000] [333.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.002256] [CE 4.403 (4.559)] [KD 4.377 (4.401)] 2024-10-13 01:43:05,242 - Train: 33.39% [417650/1251000] [333.9/1000.0] [batch_t 0.230 (0.250)] [data_t 0.008] [optim_t 0.222] [lr 0.002255] [CE 4.351 (4.410)] [KD 4.212 (4.351)] 2024-10-13 01:43:17,661 - Train: 33.39% [417700/1251000] [333.9/1000.0] [batch_t 0.242 (0.248)] [data_t 0.006] [optim_t 0.236] [lr 0.002255] [CE 4.000 (4.407)] [KD 4.206 (4.312)] 2024-10-13 01:43:29,889 - Train: 33.39% [417750/1251000] [333.9/1000.0] [batch_t 0.252 (0.244)] [data_t 0.007] [optim_t 0.245] [lr 0.002255] [CE 4.486 (4.486)] [KD 4.355 (4.390)] 2024-10-13 01:43:42,000 - Train: 33.40% [417800/1251000] [334.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.225] [lr 0.002255] [CE 4.277 (4.465)] [KD 4.273 (4.347)] 2024-10-13 01:43:59,134 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 35476] [top5_cnt 45145] [top_all 50000] 2024-10-13 01:43:59,135 - net: 70.952 (90.290) 2024-10-13 01:44:08,343 - Test (net_E): 100.00% [50/50] [batch_t 0.231 (0.168)] [top1_cnt 38275] [top5_cnt 46605] [top_all 50000] 2024-10-13 01:44:08,344 - net_E: 76.550 (93.210) 2024-10-13 01:44:08,586 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.550 (epoch: 334)] 2024-10-13 01:44:08,587 - ==> Total time: 1 day, 5:06:01 Eta: 2 days, 10:01:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:44:24,559 - Train: 33.40% [417850/1251000] [334.0/1000.0] [batch_t 0.221 (0.268)] [data_t 0.006] [optim_t 0.215] [lr 0.002255] [CE 4.444 (4.484)] [KD 4.341 (4.371)] 2024-10-13 01:44:36,704 - Train: 33.41% [417900/1251000] [334.1/1000.0] [batch_t 0.244 (0.243)] [data_t 0.010] [optim_t 0.234] [lr 0.002255] [CE 4.023 (4.452)] [KD 4.133 (4.348)] 2024-10-13 01:44:49,742 - Train: 33.41% [417950/1251000] [334.1/1000.0] [batch_t 0.230 (0.261)] [data_t 0.010] [optim_t 0.221] [lr 0.002254] [CE 4.000 (4.432)] [KD 4.067 (4.341)] 2024-10-13 01:45:01,366 - Train: 33.41% [418000/1251000] [334.1/1000.0] [batch_t 0.232 (0.232)] [data_t 0.008] [optim_t 0.225] [lr 0.002254] [CE 4.002 (4.467)] [KD 4.243 (4.342)] 2024-10-13 01:45:13,200 - Train: 33.42% [418050/1251000] [334.2/1000.0] [batch_t 0.225 (0.237)] [data_t 0.007] [optim_t 0.218] [lr 0.002254] [CE 4.832 (4.414)] [KD 4.435 (4.335)] 2024-10-13 01:45:25,133 - Train: 33.42% [418100/1251000] [334.2/1000.0] [batch_t 0.267 (0.239)] [data_t 0.007] [optim_t 0.259] [lr 0.002254] [CE 4.129 (4.436)] [KD 4.279 (4.347)] 2024-10-13 01:45:38,010 - Train: 33.43% [418150/1251000] [334.3/1000.0] [batch_t 0.245 (0.257)] [data_t 0.010] [optim_t 0.235] [lr 0.002254] [CE 4.459 (4.502)] [KD 4.416 (4.360)] 2024-10-13 01:45:49,770 - Train: 33.43% [418200/1251000] [334.3/1000.0] [batch_t 0.225 (0.235)] [data_t 0.008] [optim_t 0.217] [lr 0.002254] [CE 4.675 (4.488)] [KD 4.250 (4.361)] 2024-10-13 01:46:01,604 - Train: 33.43% [418250/1251000] [334.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.010] [optim_t 0.227] [lr 0.002253] [CE 4.698 (4.436)] [KD 4.456 (4.327)] 2024-10-13 01:46:13,386 - Train: 33.44% [418300/1251000] [334.4/1000.0] [batch_t 0.225 (0.235)] [data_t 0.007] [optim_t 0.217] [lr 0.002253] [CE 4.359 (4.395)] [KD 4.315 (4.390)] 2024-10-13 01:46:25,697 - Train: 33.44% [418350/1251000] [334.4/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.002253] [CE 4.151 (4.424)] [KD 4.202 (4.366)] 2024-10-13 01:46:37,742 - Train: 33.45% [418400/1251000] [334.5/1000.0] [batch_t 0.246 (0.241)] [data_t 0.006] [optim_t 0.240] [lr 0.002253] [CE 4.917 (4.516)] [KD 4.594 (4.414)] 2024-10-13 01:46:49,599 - Train: 33.45% [418450/1251000] [334.5/1000.0] [batch_t 0.262 (0.237)] [data_t 0.008] [optim_t 0.254] [lr 0.002253] [CE 4.324 (4.388)] [KD 4.329 (4.351)] 2024-10-13 01:47:02,234 - Train: 33.45% [418500/1251000] [334.5/1000.0] [batch_t 0.246 (0.253)] [data_t 0.007] [optim_t 0.240] [lr 0.002253] [CE 4.591 (4.434)] [KD 4.229 (4.329)] 2024-10-13 01:47:14,700 - Train: 33.46% [418550/1251000] [334.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.007] [optim_t 0.225] [lr 0.002252] [CE 4.856 (4.431)] [KD 4.650 (4.414)] 2024-10-13 01:47:26,816 - Train: 33.46% [418600/1251000] [334.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.002252] [CE 3.816 (4.510)] [KD 4.242 (4.466)] 2024-10-13 01:47:38,819 - Train: 33.47% [418650/1251000] [334.7/1000.0] [batch_t 0.222 (0.240)] [data_t 0.007] [optim_t 0.215] [lr 0.002252] [CE 4.277 (4.426)] [KD 4.429 (4.457)] 2024-10-13 01:47:50,463 - Train: 33.47% [418700/1251000] [334.7/1000.0] [batch_t 0.220 (0.233)] [data_t 0.008] [optim_t 0.212] [lr 0.002252] [CE 4.126 (4.435)] [KD 4.058 (4.396)] 2024-10-13 01:48:02,693 - Train: 33.47% [418750/1251000] [334.7/1000.0] [batch_t 0.219 (0.244)] [data_t 0.011] [optim_t 0.208] [lr 0.002252] [CE 4.575 (4.499)] [KD 4.536 (4.405)] 2024-10-13 01:48:14,909 - Train: 33.48% [418800/1251000] [334.8/1000.0] [batch_t 0.219 (0.244)] [data_t 0.007] [optim_t 0.212] [lr 0.002252] [CE 4.884 (4.426)] [KD 4.433 (4.446)] 2024-10-13 01:48:26,859 - Train: 33.48% [418850/1251000] [334.8/1000.0] [batch_t 0.246 (0.239)] [data_t 0.010] [optim_t 0.236] [lr 0.002252] [CE 4.728 (4.488)] [KD 4.358 (4.403)] 2024-10-13 01:48:38,583 - Train: 33.49% [418900/1251000] [334.9/1000.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.002251] [CE 4.422 (4.463)] [KD 4.103 (4.323)] 2024-10-13 01:48:51,058 - Train: 33.49% [418950/1251000] [334.9/1000.0] [batch_t 0.220 (0.249)] [data_t 0.009] [optim_t 0.211] [lr 0.002251] [CE 4.442 (4.490)] [KD 4.407 (4.361)] 2024-10-13 01:49:03,007 - Train: 33.49% [419000/1251000] [334.9/1000.0] [batch_t 0.229 (0.239)] [data_t 0.006] [optim_t 0.222] [lr 0.002251] [CE 4.090 (4.439)] [KD 4.257 (4.426)] 2024-10-13 01:49:14,760 - Train: 33.50% [419050/1251000] [335.0/1000.0] [batch_t 0.226 (0.235)] [data_t 0.008] [optim_t 0.218] [lr 0.002251] [CE 4.079 (4.409)] [KD 4.173 (4.308)] 2024-10-13 01:49:31,183 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 35717] [top5_cnt 45446] [top_all 50000] 2024-10-13 01:49:31,184 - net: 71.434 (90.892) 2024-10-13 01:49:39,688 - Test (net_E): 100.00% [50/50] [batch_t 0.111 (0.153)] [top1_cnt 38265] [top5_cnt 46629] [top_all 50000] 2024-10-13 01:49:39,689 - net_E: 76.530 (93.258) 2024-10-13 01:49:39,886 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.550 (epoch: 334)] 2024-10-13 01:49:39,886 - ==> Total time: 1 day, 5:11:32 Eta: 2 days, 9:56:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:49:47,552 - Train: 33.50% [419100/1251000] [335.0/1000.0] [batch_t 0.239 (0.297)] [data_t 0.007] [optim_t 0.232] [lr 0.002251] [CE 4.549 (4.542)] [KD 4.612 (4.471)] 2024-10-13 01:49:59,875 - Train: 33.51% [419150/1251000] [335.1/1000.0] [batch_t 0.228 (0.246)] [data_t 0.011] [optim_t 0.217] [lr 0.002251] [CE 4.936 (4.450)] [KD 4.461 (4.334)] 2024-10-13 01:50:11,946 - Train: 33.51% [419200/1251000] [335.1/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.218] [lr 0.002250] [CE 4.618 (4.419)] [KD 4.478 (4.316)] 2024-10-13 01:50:23,785 - Train: 33.51% [419250/1251000] [335.1/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002250] [CE 4.204 (4.439)] [KD 4.064 (4.415)] 2024-10-13 01:50:35,863 - Train: 33.52% [419300/1251000] [335.2/1000.0] [batch_t 0.223 (0.241)] [data_t 0.008] [optim_t 0.215] [lr 0.002250] [CE 4.172 (4.510)] [KD 4.180 (4.394)] 2024-10-13 01:50:47,502 - Train: 33.52% [419350/1251000] [335.2/1000.0] [batch_t 0.236 (0.233)] [data_t 0.007] [optim_t 0.230] [lr 0.002250] [CE 4.567 (4.486)] [KD 4.440 (4.354)] 2024-10-13 01:50:59,493 - Train: 33.53% [419400/1251000] [335.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002250] [CE 4.485 (4.389)] [KD 4.468 (4.349)] 2024-10-13 01:51:11,733 - Train: 33.53% [419450/1251000] [335.3/1000.0] [batch_t 0.248 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.002250] [CE 3.917 (4.451)] [KD 4.476 (4.376)] 2024-10-13 01:51:24,356 - Train: 33.53% [419500/1251000] [335.3/1000.0] [batch_t 0.242 (0.252)] [data_t 0.008] [optim_t 0.235] [lr 0.002249] [CE 4.444 (4.425)] [KD 4.501 (4.386)] 2024-10-13 01:51:36,714 - Train: 33.54% [419550/1251000] [335.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.011] [optim_t 0.225] [lr 0.002249] [CE 4.170 (4.434)] [KD 3.937 (4.410)] 2024-10-13 01:51:48,602 - Train: 33.54% [419600/1251000] [335.4/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002249] [CE 4.417 (4.401)] [KD 4.259 (4.354)] 2024-10-13 01:52:00,265 - Train: 33.55% [419650/1251000] [335.5/1000.0] [batch_t 0.253 (0.233)] [data_t 0.009] [optim_t 0.244] [lr 0.002249] [CE 4.360 (4.496)] [KD 4.203 (4.398)] 2024-10-13 01:52:12,342 - Train: 33.55% [419700/1251000] [335.5/1000.0] [batch_t 0.232 (0.241)] [data_t 0.006] [optim_t 0.226] [lr 0.002249] [CE 4.336 (4.458)] [KD 4.108 (4.333)] 2024-10-13 01:52:24,374 - Train: 33.55% [419750/1251000] [335.5/1000.0] [batch_t 0.245 (0.240)] [data_t 0.010] [optim_t 0.235] [lr 0.002249] [CE 4.393 (4.488)] [KD 4.302 (4.319)] 2024-10-13 01:52:36,750 - Train: 33.56% [419800/1251000] [335.6/1000.0] [batch_t 0.223 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.002248] [CE 4.881 (4.422)] [KD 4.757 (4.330)] 2024-10-13 01:52:48,447 - Train: 33.56% [419850/1251000] [335.6/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.222] [lr 0.002248] [CE 4.552 (4.402)] [KD 4.288 (4.433)] 2024-10-13 01:53:00,458 - Train: 33.57% [419900/1251000] [335.7/1000.0] [batch_t 0.218 (0.240)] [data_t 0.008] [optim_t 0.210] [lr 0.002248] [CE 4.837 (4.487)] [KD 4.543 (4.424)] 2024-10-13 01:53:12,263 - Train: 33.57% [419950/1251000] [335.7/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.002248] [CE 4.592 (4.424)] [KD 4.365 (4.409)] 2024-10-13 01:53:24,319 - Train: 33.57% [420000/1251000] [335.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.011] [optim_t 0.220] [lr 0.002248] [CE 4.036 (4.435)] [KD 4.286 (4.378)] 2024-10-13 01:53:36,264 - Train: 33.58% [420050/1251000] [335.8/1000.0] [batch_t 0.244 (0.239)] [data_t 0.007] [optim_t 0.237] [lr 0.002248] [CE 4.140 (4.460)] [KD 4.240 (4.362)] 2024-10-13 01:53:48,285 - Train: 33.58% [420100/1251000] [335.8/1000.0] [batch_t 0.444 (0.240)] [data_t 0.009] [optim_t 0.435] [lr 0.002247] [CE 3.777 (4.419)] [KD 4.161 (4.354)] 2024-10-13 01:54:00,219 - Train: 33.59% [420150/1251000] [335.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002247] [CE 4.673 (4.468)] [KD 4.667 (4.381)] 2024-10-13 01:54:12,908 - Train: 33.59% [420200/1251000] [335.9/1000.0] [batch_t 0.225 (0.254)] [data_t 0.007] [optim_t 0.218] [lr 0.002247] [CE 4.480 (4.430)] [KD 4.341 (4.338)] 2024-10-13 01:54:24,768 - Train: 33.59% [420250/1251000] [335.9/1000.0] [batch_t 0.230 (0.237)] [data_t 0.008] [optim_t 0.223] [lr 0.002247] [CE 4.528 (4.366)] [KD 4.515 (4.303)] 2024-10-13 01:54:36,659 - Train: 33.60% [420300/1251000] [336.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002247] [CE 3.944 (4.501)] [KD 4.183 (4.424)] 2024-10-13 01:54:53,917 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 35719] [top5_cnt 45336] [top_all 50000] 2024-10-13 01:54:53,918 - net: 71.438 (90.672) 2024-10-13 01:55:03,193 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.170)] [top1_cnt 38288] [top5_cnt 46610] [top_all 50000] 2024-10-13 01:55:03,194 - net_E: 76.576 (93.220) 2024-10-13 01:55:03,430 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.576 (epoch: 336)] 2024-10-13 01:55:03,431 - ==> Total time: 1 day, 5:16:56 Eta: 2 days, 9:52:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 01:55:20,867 - Train: 33.60% [420350/1251000] [336.0/1000.0] [batch_t 0.231 (0.275)] [data_t 0.010] [optim_t 0.221] [lr 0.002247] [CE 4.322 (4.423)] [KD 4.216 (4.342)] 2024-10-13 01:55:33,168 - Train: 33.61% [420400/1251000] [336.1/1000.0] [batch_t 0.244 (0.246)] [data_t 0.010] [optim_t 0.234] [lr 0.002246] [CE 4.238 (4.388)] [KD 4.150 (4.326)] 2024-10-13 01:55:45,239 - Train: 33.61% [420450/1251000] [336.1/1000.0] [batch_t 0.218 (0.241)] [data_t 0.009] [optim_t 0.209] [lr 0.002246] [CE 3.890 (4.454)] [KD 4.311 (4.347)] 2024-10-13 01:55:57,275 - Train: 33.61% [420500/1251000] [336.1/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002246] [CE 4.480 (4.421)] [KD 4.307 (4.314)] 2024-10-13 01:56:09,295 - Train: 33.62% [420550/1251000] [336.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.002246] [CE 4.445 (4.498)] [KD 4.142 (4.402)] 2024-10-13 01:56:21,628 - Train: 33.62% [420600/1251000] [336.2/1000.0] [batch_t 0.247 (0.246)] [data_t 0.008] [optim_t 0.239] [lr 0.002246] [CE 4.626 (4.463)] [KD 4.589 (4.373)] 2024-10-13 01:56:34,265 - Train: 33.63% [420650/1251000] [336.3/1000.0] [batch_t 0.230 (0.253)] [data_t 0.006] [optim_t 0.224] [lr 0.002246] [CE 4.528 (4.376)] [KD 4.571 (4.343)] 2024-10-13 01:56:46,598 - Train: 33.63% [420700/1251000] [336.3/1000.0] [batch_t 0.221 (0.246)] [data_t 0.007] [optim_t 0.214] [lr 0.002246] [CE 4.785 (4.438)] [KD 4.414 (4.435)] 2024-10-13 01:56:58,238 - Train: 33.63% [420750/1251000] [336.3/1000.0] [batch_t 0.227 (0.233)] [data_t 0.007] [optim_t 0.220] [lr 0.002245] [CE 4.953 (4.490)] [KD 4.733 (4.401)] 2024-10-13 01:57:10,564 - Train: 33.64% [420800/1251000] [336.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.008] [optim_t 0.232] [lr 0.002245] [CE 4.749 (4.485)] [KD 4.354 (4.416)] 2024-10-13 01:57:22,808 - Train: 33.64% [420850/1251000] [336.4/1000.0] [batch_t 0.400 (0.245)] [data_t 0.007] [optim_t 0.393] [lr 0.002245] [CE 4.260 (4.387)] [KD 4.498 (4.361)] 2024-10-13 01:57:35,163 - Train: 33.65% [420900/1251000] [336.5/1000.0] [batch_t 0.445 (0.247)] [data_t 0.009] [optim_t 0.436] [lr 0.002245] [CE 4.166 (4.415)] [KD 4.050 (4.385)] 2024-10-13 01:57:47,149 - Train: 33.65% [420950/1251000] [336.5/1000.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.002245] [CE 4.410 (4.438)] [KD 4.334 (4.359)] 2024-10-13 01:57:59,729 - Train: 33.65% [421000/1251000] [336.5/1000.0] [batch_t 0.261 (0.251)] [data_t 0.006] [optim_t 0.254] [lr 0.002245] [CE 4.208 (4.435)] [KD 4.238 (4.405)] 2024-10-13 01:58:11,731 - Train: 33.66% [421050/1251000] [336.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.002244] [CE 3.955 (4.428)] [KD 4.037 (4.338)] 2024-10-13 01:58:24,110 - Train: 33.66% [421100/1251000] [336.6/1000.0] [batch_t 0.223 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.002244] [CE 4.085 (4.431)] [KD 4.251 (4.347)] 2024-10-13 01:58:36,440 - Train: 33.67% [421150/1251000] [336.7/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002244] [CE 4.124 (4.450)] [KD 4.426 (4.384)] 2024-10-13 01:58:48,638 - Train: 33.67% [421200/1251000] [336.7/1000.0] [batch_t 0.260 (0.244)] [data_t 0.008] [optim_t 0.252] [lr 0.002244] [CE 4.368 (4.376)] [KD 3.976 (4.333)] 2024-10-13 01:59:00,899 - Train: 33.67% [421250/1251000] [336.7/1000.0] [batch_t 0.448 (0.245)] [data_t 0.007] [optim_t 0.440] [lr 0.002244] [CE 4.899 (4.454)] [KD 4.687 (4.368)] 2024-10-13 01:59:13,635 - Train: 33.68% [421300/1251000] [336.8/1000.0] [batch_t 0.232 (0.255)] [data_t 0.008] [optim_t 0.224] [lr 0.002244] [CE 4.293 (4.477)] [KD 4.549 (4.398)] 2024-10-13 01:59:25,670 - Train: 33.68% [421350/1251000] [336.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.002243] [CE 4.255 (4.421)] [KD 4.194 (4.423)] 2024-10-13 01:59:37,708 - Train: 33.69% [421400/1251000] [336.9/1000.0] [batch_t 0.242 (0.241)] [data_t 0.008] [optim_t 0.235] [lr 0.002243] [CE 4.324 (4.392)] [KD 4.195 (4.324)] 2024-10-13 01:59:49,888 - Train: 33.69% [421450/1251000] [336.9/1000.0] [batch_t 0.225 (0.243)] [data_t 0.008] [optim_t 0.217] [lr 0.002243] [CE 4.692 (4.463)] [KD 4.271 (4.313)] 2024-10-13 02:00:01,954 - Train: 33.69% [421500/1251000] [336.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.002243] [CE 4.388 (4.443)] [KD 4.276 (4.374)] 2024-10-13 02:00:13,913 - Train: 33.70% [421550/1251000] [337.0/1000.0] [batch_t 0.221 (0.239)] [data_t 0.007] [optim_t 0.214] [lr 0.002243] [CE 4.577 (4.452)] [KD 4.433 (4.408)] 2024-10-13 02:00:31,703 - Test (net): 100.00% [50/50] [batch_t 0.671 (0.171)] [top1_cnt 35718] [top5_cnt 45348] [top_all 50000] 2024-10-13 02:00:31,704 - net: 71.436 (90.696) 2024-10-13 02:00:41,036 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.170)] [top1_cnt 38256] [top5_cnt 46615] [top_all 50000] 2024-10-13 02:00:41,036 - net_E: 76.512 (93.230) 2024-10-13 02:00:41,258 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.576 (epoch: 336)] 2024-10-13 02:00:41,258 - ==> Total time: 1 day, 5:22:34 Eta: 2 days, 9:47:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:00:48,549 - Train: 33.70% [421600/1251000] [337.0/1000.0] [batch_t 0.239 (0.306)] [data_t 0.007] [optim_t 0.232] [lr 0.002243] [CE 4.238 (4.338)] [KD 3.973 (4.264)] 2024-10-13 02:01:00,164 - Train: 33.71% [421650/1251000] [337.1/1000.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.002242] [CE 4.512 (4.463)] [KD 4.601 (4.337)] 2024-10-13 02:01:12,670 - Train: 33.71% [421700/1251000] [337.1/1000.0] [batch_t 0.218 (0.250)] [data_t 0.011] [optim_t 0.207] [lr 0.002242] [CE 4.212 (4.510)] [KD 4.435 (4.403)] 2024-10-13 02:01:24,270 - Train: 33.71% [421750/1251000] [337.1/1000.0] [batch_t 0.234 (0.232)] [data_t 0.008] [optim_t 0.227] [lr 0.002242] [CE 4.308 (4.486)] [KD 4.078 (4.427)] 2024-10-13 02:01:35,800 - Train: 33.72% [421800/1251000] [337.2/1000.0] [batch_t 0.231 (0.230)] [data_t 0.007] [optim_t 0.224] [lr 0.002242] [CE 4.001 (4.422)] [KD 3.987 (4.350)] 2024-10-13 02:01:47,676 - Train: 33.72% [421850/1251000] [337.2/1000.0] [batch_t 0.228 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.002242] [CE 4.374 (4.437)] [KD 4.282 (4.310)] 2024-10-13 02:01:59,880 - Train: 33.73% [421900/1251000] [337.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.226] [lr 0.002242] [CE 4.519 (4.405)] [KD 4.303 (4.290)] 2024-10-13 02:02:11,918 - Train: 33.73% [421950/1251000] [337.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.002241] [CE 4.551 (4.471)] [KD 4.874 (4.354)] 2024-10-13 02:02:24,354 - Train: 33.73% [422000/1251000] [337.3/1000.0] [batch_t 0.232 (0.249)] [data_t 0.008] [optim_t 0.224] [lr 0.002241] [CE 4.438 (4.468)] [KD 4.343 (4.373)] 2024-10-13 02:02:36,241 - Train: 33.74% [422050/1251000] [337.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.002241] [CE 4.638 (4.389)] [KD 4.479 (4.326)] 2024-10-13 02:02:47,991 - Train: 33.74% [422100/1251000] [337.4/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.002241] [CE 4.042 (4.492)] [KD 4.011 (4.411)] 2024-10-13 02:03:00,109 - Train: 33.75% [422150/1251000] [337.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.006] [optim_t 0.233] [lr 0.002241] [CE 4.637 (4.418)] [KD 4.479 (4.409)] 2024-10-13 02:03:12,209 - Train: 33.75% [422200/1251000] [337.5/1000.0] [batch_t 0.218 (0.242)] [data_t 0.007] [optim_t 0.211] [lr 0.002241] [CE 3.741 (4.441)] [KD 3.910 (4.388)] 2024-10-13 02:03:24,254 - Train: 33.75% [422250/1251000] [337.5/1000.0] [batch_t 0.247 (0.241)] [data_t 0.008] [optim_t 0.239] [lr 0.002240] [CE 4.650 (4.432)] [KD 4.562 (4.330)] 2024-10-13 02:03:36,548 - Train: 33.76% [422300/1251000] [337.6/1000.0] [batch_t 0.245 (0.246)] [data_t 0.007] [optim_t 0.239] [lr 0.002240] [CE 4.559 (4.399)] [KD 4.591 (4.295)] 2024-10-13 02:03:48,434 - Train: 33.76% [422350/1251000] [337.6/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.002240] [CE 4.554 (4.475)] [KD 4.207 (4.381)] 2024-10-13 02:04:00,262 - Train: 33.76% [422400/1251000] [337.6/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.218] [lr 0.002240] [CE 4.263 (4.419)] [KD 4.172 (4.378)] 2024-10-13 02:04:12,628 - Train: 33.77% [422450/1251000] [337.7/1000.0] [batch_t 0.225 (0.247)] [data_t 0.009] [optim_t 0.217] [lr 0.002240] [CE 4.023 (4.421)] [KD 4.121 (4.300)] 2024-10-13 02:04:25,018 - Train: 33.77% [422500/1251000] [337.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.007] [optim_t 0.232] [lr 0.002240] [CE 4.687 (4.412)] [KD 4.805 (4.323)] 2024-10-13 02:04:37,290 - Train: 33.78% [422550/1251000] [337.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.223] [lr 0.002240] [CE 4.645 (4.465)] [KD 4.473 (4.396)] 2024-10-13 02:04:49,647 - Train: 33.78% [422600/1251000] [337.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.002239] [CE 4.733 (4.399)] [KD 4.582 (4.327)] 2024-10-13 02:05:01,932 - Train: 33.78% [422650/1251000] [337.8/1000.0] [batch_t 0.249 (0.246)] [data_t 0.011] [optim_t 0.238] [lr 0.002239] [CE 3.951 (4.397)] [KD 4.246 (4.400)] 2024-10-13 02:05:13,859 - Train: 33.79% [422700/1251000] [337.9/1000.0] [batch_t 0.238 (0.238)] [data_t 0.010] [optim_t 0.228] [lr 0.002239] [CE 4.166 (4.416)] [KD 4.231 (4.362)] 2024-10-13 02:05:26,175 - Train: 33.79% [422750/1251000] [337.9/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.224] [lr 0.002239] [CE 4.850 (4.464)] [KD 4.612 (4.363)] 2024-10-13 02:05:38,512 - Train: 33.80% [422800/1251000] [338.0/1000.0] [batch_t 0.273 (0.246)] [data_t 0.008] [optim_t 0.265] [lr 0.002239] [CE 5.059 (4.455)] [KD 4.483 (4.332)] 2024-10-13 02:05:57,394 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.193)] [top1_cnt 35858] [top5_cnt 45406] [top_all 50000] 2024-10-13 02:05:57,394 - net: 71.716 (90.812) 2024-10-13 02:06:07,470 - Test (net_E): 100.00% [50/50] [batch_t 0.204 (0.184)] [top1_cnt 38289] [top5_cnt 46586] [top_all 50000] 2024-10-13 02:06:07,470 - net_E: 76.578 (93.172) 2024-10-13 02:06:07,682 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.578 (epoch: 338)] 2024-10-13 02:06:07,683 - ==> Total time: 1 day, 5:28:00 Eta: 2 days, 9:42:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:06:22,938 - Train: 33.80% [422850/1251000] [338.0/1000.0] [batch_t 0.238 (0.310)] [data_t 0.007] [optim_t 0.231] [lr 0.002239] [CE 4.126 (4.506)] [KD 4.203 (4.317)] 2024-10-13 02:06:35,195 - Train: 33.80% [422900/1251000] [338.0/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.002238] [CE 4.628 (4.420)] [KD 4.362 (4.335)] 2024-10-13 02:06:47,949 - Train: 33.81% [422950/1251000] [338.1/1000.0] [batch_t 0.240 (0.255)] [data_t 0.008] [optim_t 0.232] [lr 0.002238] [CE 4.357 (4.449)] [KD 4.423 (4.371)] 2024-10-13 02:07:00,619 - Train: 33.81% [423000/1251000] [338.1/1000.0] [batch_t 0.229 (0.253)] [data_t 0.010] [optim_t 0.219] [lr 0.002238] [CE 4.352 (4.475)] [KD 4.382 (4.314)] 2024-10-13 02:07:12,404 - Train: 33.82% [423050/1251000] [338.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.010] [optim_t 0.224] [lr 0.002238] [CE 4.467 (4.410)] [KD 4.376 (4.327)] 2024-10-13 02:07:24,362 - Train: 33.82% [423100/1251000] [338.2/1000.0] [batch_t 0.260 (0.239)] [data_t 0.008] [optim_t 0.252] [lr 0.002238] [CE 3.848 (4.461)] [KD 3.897 (4.363)] 2024-10-13 02:07:36,557 - Train: 33.82% [423150/1251000] [338.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002238] [CE 5.146 (4.515)] [KD 4.730 (4.354)] 2024-10-13 02:07:48,596 - Train: 33.83% [423200/1251000] [338.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.002237] [CE 4.511 (4.419)] [KD 4.492 (4.349)] 2024-10-13 02:08:00,672 - Train: 33.83% [423250/1251000] [338.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.002237] [CE 4.632 (4.503)] [KD 4.277 (4.395)] 2024-10-13 02:08:12,720 - Train: 33.84% [423300/1251000] [338.4/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.002237] [CE 4.688 (4.452)] [KD 4.832 (4.372)] 2024-10-13 02:08:24,881 - Train: 33.84% [423350/1251000] [338.4/1000.0] [batch_t 0.224 (0.243)] [data_t 0.010] [optim_t 0.214] [lr 0.002237] [CE 4.619 (4.491)] [KD 4.264 (4.399)] 2024-10-13 02:08:37,026 - Train: 33.84% [423400/1251000] [338.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.002237] [CE 4.623 (4.448)] [KD 4.404 (4.389)] 2024-10-13 02:08:48,947 - Train: 33.85% [423450/1251000] [338.5/1000.0] [batch_t 0.253 (0.238)] [data_t 0.007] [optim_t 0.245] [lr 0.002237] [CE 4.462 (4.397)] [KD 4.319 (4.355)] 2024-10-13 02:09:00,797 - Train: 33.85% [423500/1251000] [338.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.008] [optim_t 0.229] [lr 0.002236] [CE 4.798 (4.435)] [KD 4.362 (4.307)] 2024-10-13 02:09:13,797 - Train: 33.86% [423550/1251000] [338.6/1000.0] [batch_t 0.238 (0.260)] [data_t 0.009] [optim_t 0.229] [lr 0.002236] [CE 4.406 (4.438)] [KD 4.131 (4.330)] 2024-10-13 02:09:25,796 - Train: 33.86% [423600/1251000] [338.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.002236] [CE 3.634 (4.484)] [KD 4.001 (4.362)] 2024-10-13 02:09:37,670 - Train: 33.86% [423650/1251000] [338.6/1000.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.002236] [CE 4.048 (4.385)] [KD 3.995 (4.308)] 2024-10-13 02:09:49,654 - Train: 33.87% [423700/1251000] [338.7/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002236] [CE 4.157 (4.426)] [KD 4.100 (4.314)] 2024-10-13 02:10:01,911 - Train: 33.87% [423750/1251000] [338.7/1000.0] [batch_t 0.249 (0.245)] [data_t 0.007] [optim_t 0.242] [lr 0.002236] [CE 3.708 (4.464)] [KD 4.084 (4.325)] 2024-10-13 02:10:14,312 - Train: 33.88% [423800/1251000] [338.8/1000.0] [batch_t 0.219 (0.248)] [data_t 0.008] [optim_t 0.212] [lr 0.002235] [CE 4.472 (4.478)] [KD 4.308 (4.378)] 2024-10-13 02:10:26,413 - Train: 33.88% [423850/1251000] [338.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.228] [lr 0.002235] [CE 4.458 (4.493)] [KD 4.372 (4.398)] 2024-10-13 02:10:38,356 - Train: 33.88% [423900/1251000] [338.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.011] [optim_t 0.228] [lr 0.002235] [CE 4.654 (4.417)] [KD 4.298 (4.275)] 2024-10-13 02:10:50,391 - Train: 33.89% [423950/1251000] [338.9/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002235] [CE 4.440 (4.494)] [KD 4.312 (4.398)] 2024-10-13 02:11:02,026 - Train: 33.89% [424000/1251000] [338.9/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.002235] [CE 3.926 (4.434)] [KD 4.292 (4.368)] 2024-10-13 02:11:13,868 - Train: 33.90% [424050/1251000] [339.0/1000.0] [batch_t 0.223 (0.237)] [data_t 0.011] [optim_t 0.212] [lr 0.002235] [CE 5.058 (4.443)] [KD 4.578 (4.338)] 2024-10-13 02:11:31,965 - Test (net): 100.00% [50/50] [batch_t 0.102 (0.165)] [top1_cnt 35533] [top5_cnt 45260] [top_all 50000] 2024-10-13 02:11:31,966 - net: 71.066 (90.520) 2024-10-13 02:11:40,976 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.164)] [top1_cnt 38318] [top5_cnt 46619] [top_all 50000] 2024-10-13 02:11:40,976 - net_E: 76.636 (93.238) 2024-10-13 02:11:41,206 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.636 (epoch: 339)] 2024-10-13 02:11:41,207 - ==> Total time: 1 day, 5:33:34 Eta: 2 days, 9:38:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:11:57,009 - Train: 33.90% [424100/1251000] [339.0/1000.0] [batch_t 0.259 (0.288)] [data_t 0.009] [optim_t 0.250] [lr 0.002234] [CE 4.332 (4.368)] [KD 4.385 (4.276)] 2024-10-13 02:12:09,346 - Train: 33.90% [424150/1251000] [339.0/1000.0] [batch_t 0.227 (0.247)] [data_t 0.007] [optim_t 0.220] [lr 0.002234] [CE 3.957 (4.393)] [KD 3.984 (4.298)] 2024-10-13 02:12:21,641 - Train: 33.91% [424200/1251000] [339.1/1000.0] [batch_t 0.225 (0.246)] [data_t 0.008] [optim_t 0.217] [lr 0.002234] [CE 4.234 (4.457)] [KD 4.311 (4.392)] 2024-10-13 02:12:33,894 - Train: 33.91% [424250/1251000] [339.1/1000.0] [batch_t 0.465 (0.245)] [data_t 0.007] [optim_t 0.459] [lr 0.002234] [CE 4.422 (4.383)] [KD 4.433 (4.329)] 2024-10-13 02:12:47,007 - Train: 33.92% [424300/1251000] [339.2/1000.0] [batch_t 0.223 (0.262)] [data_t 0.010] [optim_t 0.213] [lr 0.002234] [CE 4.532 (4.464)] [KD 4.476 (4.375)] 2024-10-13 02:12:59,101 - Train: 33.92% [424350/1251000] [339.2/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.002234] [CE 4.015 (4.443)] [KD 4.246 (4.275)] 2024-10-13 02:13:11,018 - Train: 33.92% [424400/1251000] [339.2/1000.0] [batch_t 0.219 (0.238)] [data_t 0.010] [optim_t 0.209] [lr 0.002233] [CE 4.534 (4.403)] [KD 4.309 (4.352)] 2024-10-13 02:13:23,449 - Train: 33.93% [424450/1251000] [339.3/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.002233] [CE 4.535 (4.439)] [KD 4.273 (4.435)] 2024-10-13 02:13:35,514 - Train: 33.93% [424500/1251000] [339.3/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.222] [lr 0.002233] [CE 4.672 (4.393)] [KD 4.551 (4.326)] 2024-10-13 02:13:47,191 - Train: 33.94% [424550/1251000] [339.4/1000.0] [batch_t 0.242 (0.233)] [data_t 0.007] [optim_t 0.235] [lr 0.002233] [CE 4.442 (4.415)] [KD 4.553 (4.331)] 2024-10-13 02:13:59,427 - Train: 33.94% [424600/1251000] [339.4/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.223] [lr 0.002233] [CE 4.799 (4.422)] [KD 4.264 (4.386)] 2024-10-13 02:14:11,782 - Train: 33.94% [424650/1251000] [339.4/1000.0] [batch_t 0.392 (0.247)] [data_t 0.010] [optim_t 0.381] [lr 0.002233] [CE 4.763 (4.430)] [KD 4.454 (4.371)] 2024-10-13 02:14:23,861 - Train: 33.95% [424700/1251000] [339.5/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.002232] [CE 4.265 (4.431)] [KD 4.159 (4.332)] 2024-10-13 02:14:36,246 - Train: 33.95% [424750/1251000] [339.5/1000.0] [batch_t 0.227 (0.248)] [data_t 0.010] [optim_t 0.218] [lr 0.002232] [CE 3.899 (4.388)] [KD 3.966 (4.267)] 2024-10-13 02:14:48,037 - Train: 33.96% [424800/1251000] [339.6/1000.0] [batch_t 0.219 (0.236)] [data_t 0.007] [optim_t 0.212] [lr 0.002232] [CE 4.437 (4.424)] [KD 4.124 (4.258)] 2024-10-13 02:14:59,710 - Train: 33.96% [424850/1251000] [339.6/1000.0] [batch_t 0.220 (0.233)] [data_t 0.008] [optim_t 0.211] [lr 0.002232] [CE 4.558 (4.481)] [KD 4.589 (4.338)] 2024-10-13 02:15:12,331 - Train: 33.96% [424900/1251000] [339.6/1000.0] [batch_t 0.248 (0.252)] [data_t 0.008] [optim_t 0.240] [lr 0.002232] [CE 4.688 (4.499)] [KD 4.578 (4.404)] 2024-10-13 02:15:24,185 - Train: 33.97% [424950/1251000] [339.7/1000.0] [batch_t 0.222 (0.237)] [data_t 0.007] [optim_t 0.215] [lr 0.002232] [CE 4.410 (4.394)] [KD 4.219 (4.356)] 2024-10-13 02:15:35,721 - Train: 33.97% [425000/1251000] [339.7/1000.0] [batch_t 0.226 (0.231)] [data_t 0.008] [optim_t 0.218] [lr 0.002232] [CE 4.510 (4.467)] [KD 4.462 (4.367)] 2024-10-13 02:15:47,888 - Train: 33.98% [425050/1251000] [339.8/1000.0] [batch_t 0.219 (0.243)] [data_t 0.010] [optim_t 0.209] [lr 0.002231] [CE 4.537 (4.416)] [KD 4.372 (4.276)] 2024-10-13 02:16:00,127 - Train: 33.98% [425100/1251000] [339.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002231] [CE 4.344 (4.314)] [KD 4.086 (4.267)] 2024-10-13 02:16:11,746 - Train: 33.98% [425150/1251000] [339.8/1000.0] [batch_t 0.222 (0.232)] [data_t 0.008] [optim_t 0.214] [lr 0.002231] [CE 4.560 (4.373)] [KD 4.543 (4.328)] 2024-10-13 02:16:24,153 - Train: 33.99% [425200/1251000] [339.9/1000.0] [batch_t 0.221 (0.248)] [data_t 0.008] [optim_t 0.213] [lr 0.002231] [CE 4.919 (4.558)] [KD 4.716 (4.463)] 2024-10-13 02:16:36,290 - Train: 33.99% [425250/1251000] [339.9/1000.0] [batch_t 0.242 (0.243)] [data_t 0.008] [optim_t 0.234] [lr 0.002231] [CE 4.326 (4.399)] [KD 4.231 (4.362)] 2024-10-13 02:16:48,161 - Train: 34.00% [425300/1251000] [340.0/1000.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002231] [CE 4.236 (4.418)] [KD 4.190 (4.405)] 2024-10-13 02:17:06,585 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.167)] [top1_cnt 35655] [top5_cnt 45272] [top_all 50000] 2024-10-13 02:17:06,586 - net: 71.310 (90.544) 2024-10-13 02:17:15,050 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.154)] [top1_cnt 38334] [top5_cnt 46618] [top_all 50000] 2024-10-13 02:17:15,051 - net_E: 76.668 (93.236) 2024-10-13 02:17:15,242 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.668 (epoch: 340)] 2024-10-13 02:17:15,242 - ==> Total time: 1 day, 5:39:08 Eta: 2 days, 9:33:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:17:30,358 - Train: 34.00% [425350/1251000] [340.0/1000.0] [batch_t 0.227 (0.293)] [data_t 0.010] [optim_t 0.218] [lr 0.002230] [CE 4.510 (4.373)] [KD 4.307 (4.385)] 2024-10-13 02:17:42,670 - Train: 34.00% [425400/1251000] [340.0/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.002230] [CE 4.712 (4.444)] [KD 4.527 (4.366)] 2024-10-13 02:17:55,524 - Train: 34.01% [425450/1251000] [340.1/1000.0] [batch_t 0.234 (0.257)] [data_t 0.006] [optim_t 0.228] [lr 0.002230] [CE 4.818 (4.501)] [KD 4.710 (4.430)] 2024-10-13 02:18:07,403 - Train: 34.01% [425500/1251000] [340.1/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.219] [lr 0.002230] [CE 4.620 (4.432)] [KD 4.396 (4.376)] 2024-10-13 02:18:19,293 - Train: 34.02% [425550/1251000] [340.2/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.002230] [CE 4.272 (4.409)] [KD 4.365 (4.334)] 2024-10-13 02:18:31,865 - Train: 34.02% [425600/1251000] [340.2/1000.0] [batch_t 0.219 (0.251)] [data_t 0.008] [optim_t 0.212] [lr 0.002230] [CE 4.445 (4.376)] [KD 4.209 (4.269)] 2024-10-13 02:18:43,464 - Train: 34.02% [425650/1251000] [340.2/1000.0] [batch_t 0.235 (0.232)] [data_t 0.008] [optim_t 0.227] [lr 0.002229] [CE 4.368 (4.476)] [KD 4.436 (4.371)] 2024-10-13 02:18:55,365 - Train: 34.03% [425700/1251000] [340.3/1000.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.002229] [CE 4.263 (4.437)] [KD 4.330 (4.373)] 2024-10-13 02:19:07,950 - Train: 34.03% [425750/1251000] [340.3/1000.0] [batch_t 0.231 (0.252)] [data_t 0.010] [optim_t 0.221] [lr 0.002229] [CE 4.079 (4.427)] [KD 4.331 (4.371)] 2024-10-13 02:19:19,839 - Train: 34.04% [425800/1251000] [340.4/1000.0] [batch_t 0.232 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.002229] [CE 4.502 (4.493)] [KD 4.317 (4.379)] 2024-10-13 02:19:31,671 - Train: 34.04% [425850/1251000] [340.4/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.222] [lr 0.002229] [CE 4.180 (4.451)] [KD 4.107 (4.360)] 2024-10-13 02:19:43,667 - Train: 34.04% [425900/1251000] [340.4/1000.0] [batch_t 0.212 (0.240)] [data_t 0.010] [optim_t 0.202] [lr 0.002229] [CE 3.948 (4.418)] [KD 4.199 (4.400)] 2024-10-13 02:19:55,635 - Train: 34.05% [425950/1251000] [340.5/1000.0] [batch_t 0.226 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.002228] [CE 4.032 (4.436)] [KD 4.199 (4.444)] 2024-10-13 02:20:07,563 - Train: 34.05% [426000/1251000] [340.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002228] [CE 4.614 (4.411)] [KD 4.415 (4.415)] 2024-10-13 02:20:20,043 - Train: 34.06% [426050/1251000] [340.6/1000.0] [batch_t 0.221 (0.249)] [data_t 0.009] [optim_t 0.212] [lr 0.002228] [CE 4.094 (4.365)] [KD 4.346 (4.324)] 2024-10-13 02:20:32,338 - Train: 34.06% [426100/1251000] [340.6/1000.0] [batch_t 0.229 (0.246)] [data_t 0.007] [optim_t 0.222] [lr 0.002228] [CE 4.886 (4.394)] [KD 4.521 (4.323)] 2024-10-13 02:20:44,314 - Train: 34.06% [426150/1251000] [340.6/1000.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.002228] [CE 4.233 (4.433)] [KD 4.271 (4.351)] 2024-10-13 02:20:56,432 - Train: 34.07% [426200/1251000] [340.7/1000.0] [batch_t 0.414 (0.242)] [data_t 0.007] [optim_t 0.407] [lr 0.002228] [CE 4.476 (4.431)] [KD 4.399 (4.339)] 2024-10-13 02:21:08,408 - Train: 34.07% [426250/1251000] [340.7/1000.0] [batch_t 0.225 (0.239)] [data_t 0.007] [optim_t 0.218] [lr 0.002227] [CE 4.876 (4.449)] [KD 4.600 (4.366)] 2024-10-13 02:21:20,496 - Train: 34.08% [426300/1251000] [340.8/1000.0] [batch_t 0.231 (0.242)] [data_t 0.006] [optim_t 0.224] [lr 0.002227] [CE 3.930 (4.439)] [KD 4.235 (4.313)] 2024-10-13 02:21:32,879 - Train: 34.08% [426350/1251000] [340.8/1000.0] [batch_t 0.231 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.002227] [CE 4.821 (4.438)] [KD 4.807 (4.390)] 2024-10-13 02:21:44,950 - Train: 34.08% [426400/1251000] [340.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002227] [CE 4.415 (4.377)] [KD 4.402 (4.295)] 2024-10-13 02:21:56,604 - Train: 34.09% [426450/1251000] [340.9/1000.0] [batch_t 0.243 (0.233)] [data_t 0.006] [optim_t 0.237] [lr 0.002227] [CE 4.781 (4.443)] [KD 4.713 (4.347)] 2024-10-13 02:22:08,761 - Train: 34.09% [426500/1251000] [340.9/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.221] [lr 0.002227] [CE 4.103 (4.525)] [KD 4.326 (4.407)] 2024-10-13 02:22:21,284 - Train: 34.10% [426550/1251000] [341.0/1000.0] [batch_t 0.226 (0.250)] [data_t 0.009] [optim_t 0.217] [lr 0.002226] [CE 4.266 (4.450)] [KD 4.090 (4.368)] 2024-10-13 02:22:41,165 - Test (net): 100.00% [50/50] [batch_t 0.347 (0.192)] [top1_cnt 35768] [top5_cnt 45390] [top_all 50000] 2024-10-13 02:22:41,166 - net: 71.536 (90.780) 2024-10-13 02:22:50,336 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.168)] [top1_cnt 38299] [top5_cnt 46630] [top_all 50000] 2024-10-13 02:22:50,336 - net_E: 76.598 (93.260) 2024-10-13 02:22:50,568 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.668 (epoch: 340)] 2024-10-13 02:22:50,569 - ==> Total time: 1 day, 5:44:43 Eta: 2 days, 9:29:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:22:56,432 - Train: 34.10% [426600/1251000] [341.0/1000.0] [batch_t 0.235 (0.299)] [data_t 0.008] [optim_t 0.226] [lr 0.002226] [CE 4.330 (4.502)] [KD 4.254 (4.333)] 2024-10-13 02:23:08,265 - Train: 34.10% [426650/1251000] [341.0/1000.0] [batch_t 0.245 (0.236)] [data_t 0.010] [optim_t 0.235] [lr 0.002226] [CE 4.527 (4.428)] [KD 4.304 (4.332)] 2024-10-13 02:23:20,623 - Train: 34.11% [426700/1251000] [341.1/1000.0] [batch_t 0.243 (0.247)] [data_t 0.007] [optim_t 0.236] [lr 0.002226] [CE 4.459 (4.425)] [KD 4.413 (4.348)] 2024-10-13 02:23:33,091 - Train: 34.11% [426750/1251000] [341.1/1000.0] [batch_t 0.229 (0.249)] [data_t 0.010] [optim_t 0.219] [lr 0.002226] [CE 4.700 (4.441)] [KD 4.478 (4.370)] 2024-10-13 02:23:45,203 - Train: 34.12% [426800/1251000] [341.2/1000.0] [batch_t 0.227 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.002226] [CE 4.516 (4.490)] [KD 4.140 (4.343)] 2024-10-13 02:23:57,116 - Train: 34.12% [426850/1251000] [341.2/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.002225] [CE 4.335 (4.463)] [KD 4.294 (4.312)] 2024-10-13 02:24:08,970 - Train: 34.12% [426900/1251000] [341.2/1000.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.214] [lr 0.002225] [CE 5.103 (4.425)] [KD 4.716 (4.358)] 2024-10-13 02:24:21,082 - Train: 34.13% [426950/1251000] [341.3/1000.0] [batch_t 0.221 (0.242)] [data_t 0.009] [optim_t 0.213] [lr 0.002225] [CE 3.988 (4.503)] [KD 4.445 (4.464)] 2024-10-13 02:24:33,291 - Train: 34.13% [427000/1251000] [341.3/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.002225] [CE 4.088 (4.531)] [KD 4.054 (4.363)] 2024-10-13 02:24:45,274 - Train: 34.14% [427050/1251000] [341.4/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.002225] [CE 4.244 (4.475)] [KD 4.390 (4.418)] 2024-10-13 02:24:57,282 - Train: 34.14% [427100/1251000] [341.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002225] [CE 4.337 (4.364)] [KD 4.172 (4.298)] 2024-10-13 02:25:09,122 - Train: 34.14% [427150/1251000] [341.4/1000.0] [batch_t 0.230 (0.237)] [data_t 0.008] [optim_t 0.222] [lr 0.002224] [CE 4.537 (4.482)] [KD 4.416 (4.343)] 2024-10-13 02:25:21,037 - Train: 34.15% [427200/1251000] [341.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.006] [optim_t 0.231] [lr 0.002224] [CE 4.325 (4.418)] [KD 4.315 (4.295)] 2024-10-13 02:25:33,342 - Train: 34.15% [427250/1251000] [341.5/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.002224] [CE 4.887 (4.464)] [KD 4.687 (4.315)] 2024-10-13 02:25:45,138 - Train: 34.16% [427300/1251000] [341.6/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002224] [CE 4.105 (4.487)] [KD 3.942 (4.465)] 2024-10-13 02:25:57,229 - Train: 34.16% [427350/1251000] [341.6/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.002224] [CE 4.018 (4.420)] [KD 4.011 (4.297)] 2024-10-13 02:26:09,904 - Train: 34.16% [427400/1251000] [341.6/1000.0] [batch_t 0.247 (0.253)] [data_t 0.007] [optim_t 0.239] [lr 0.002224] [CE 4.454 (4.436)] [KD 4.332 (4.398)] 2024-10-13 02:26:21,648 - Train: 34.17% [427450/1251000] [341.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.008] [optim_t 0.225] [lr 0.002224] [CE 4.597 (4.454)] [KD 4.277 (4.348)] 2024-10-13 02:26:33,484 - Train: 34.17% [427500/1251000] [341.7/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.002223] [CE 4.206 (4.472)] [KD 4.104 (4.342)] 2024-10-13 02:26:45,265 - Train: 34.18% [427550/1251000] [341.8/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.002223] [CE 4.582 (4.389)] [KD 4.348 (4.347)] 2024-10-13 02:26:57,366 - Train: 34.18% [427600/1251000] [341.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.008] [optim_t 0.229] [lr 0.002223] [CE 4.256 (4.497)] [KD 4.248 (4.430)] 2024-10-13 02:27:09,467 - Train: 34.18% [427650/1251000] [341.8/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.220] [lr 0.002223] [CE 4.514 (4.435)] [KD 4.574 (4.336)] 2024-10-13 02:27:21,386 - Train: 34.19% [427700/1251000] [341.9/1000.0] [batch_t 0.238 (0.238)] [data_t 0.011] [optim_t 0.227] [lr 0.002223] [CE 4.465 (4.425)] [KD 4.065 (4.357)] 2024-10-13 02:27:33,856 - Train: 34.19% [427750/1251000] [341.9/1000.0] [batch_t 0.258 (0.249)] [data_t 0.009] [optim_t 0.249] [lr 0.002223] [CE 4.185 (4.442)] [KD 4.157 (4.352)] 2024-10-13 02:27:45,994 - Train: 34.20% [427800/1251000] [342.0/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.002222] [CE 4.344 (4.426)] [KD 4.125 (4.360)] 2024-10-13 02:28:04,273 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 35584] [top5_cnt 45201] [top_all 50000] 2024-10-13 02:28:04,274 - net: 71.168 (90.402) 2024-10-13 02:28:12,998 - Test (net_E): 100.00% [50/50] [batch_t 0.045 (0.158)] [top1_cnt 38349] [top5_cnt 46639] [top_all 50000] 2024-10-13 02:28:12,999 - net_E: 76.698 (93.278) 2024-10-13 02:28:13,205 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.698 (epoch: 342)] 2024-10-13 02:28:13,206 - ==> Total time: 1 day, 5:50:06 Eta: 2 days, 9:24:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:28:27,324 - Train: 34.20% [427850/1251000] [342.0/1000.0] [batch_t 0.232 (0.302)] [data_t 0.009] [optim_t 0.223] [lr 0.002222] [CE 4.541 (4.407)] [KD 4.246 (4.424)] 2024-10-13 02:28:39,456 - Train: 34.20% [427900/1251000] [342.0/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.002222] [CE 4.865 (4.461)] [KD 4.531 (4.343)] 2024-10-13 02:28:51,663 - Train: 34.21% [427950/1251000] [342.1/1000.0] [batch_t 0.220 (0.244)] [data_t 0.010] [optim_t 0.211] [lr 0.002222] [CE 4.974 (4.417)] [KD 4.529 (4.332)] 2024-10-13 02:29:04,130 - Train: 34.21% [428000/1251000] [342.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.008] [optim_t 0.225] [lr 0.002222] [CE 4.020 (4.444)] [KD 4.313 (4.353)] 2024-10-13 02:29:15,809 - Train: 34.22% [428050/1251000] [342.2/1000.0] [batch_t 0.225 (0.233)] [data_t 0.010] [optim_t 0.215] [lr 0.002222] [CE 3.715 (4.468)] [KD 4.055 (4.426)] 2024-10-13 02:29:27,752 - Train: 34.22% [428100/1251000] [342.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.008] [optim_t 0.233] [lr 0.002221] [CE 4.248 (4.434)] [KD 4.400 (4.388)] 2024-10-13 02:29:39,986 - Train: 34.22% [428150/1251000] [342.2/1000.0] [batch_t 0.220 (0.244)] [data_t 0.008] [optim_t 0.213] [lr 0.002221] [CE 4.258 (4.458)] [KD 4.304 (4.344)] 2024-10-13 02:29:51,950 - Train: 34.23% [428200/1251000] [342.3/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.002221] [CE 4.596 (4.495)] [KD 4.341 (4.337)] 2024-10-13 02:30:03,831 - Train: 34.23% [428250/1251000] [342.3/1000.0] [batch_t 0.245 (0.237)] [data_t 0.007] [optim_t 0.238] [lr 0.002221] [CE 4.383 (4.421)] [KD 3.772 (4.296)] 2024-10-13 02:30:15,875 - Train: 34.24% [428300/1251000] [342.4/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002221] [CE 4.848 (4.442)] [KD 4.588 (4.359)] 2024-10-13 02:30:28,618 - Train: 34.24% [428350/1251000] [342.4/1000.0] [batch_t 0.484 (0.255)] [data_t 0.007] [optim_t 0.477] [lr 0.002221] [CE 4.374 (4.405)] [KD 4.141 (4.348)] 2024-10-13 02:30:40,886 - Train: 34.24% [428400/1251000] [342.4/1000.0] [batch_t 0.231 (0.245)] [data_t 0.006] [optim_t 0.225] [lr 0.002220] [CE 4.418 (4.422)] [KD 4.269 (4.316)] 2024-10-13 02:30:52,504 - Train: 34.25% [428450/1251000] [342.5/1000.0] [batch_t 0.220 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002220] [CE 4.326 (4.418)] [KD 4.208 (4.354)] 2024-10-13 02:31:04,518 - Train: 34.25% [428500/1251000] [342.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.006] [optim_t 0.228] [lr 0.002220] [CE 4.304 (4.468)] [KD 4.288 (4.377)] 2024-10-13 02:31:16,767 - Train: 34.26% [428550/1251000] [342.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.007] [optim_t 0.231] [lr 0.002220] [CE 4.548 (4.349)] [KD 4.458 (4.330)] 2024-10-13 02:31:29,300 - Train: 34.26% [428600/1251000] [342.6/1000.0] [batch_t 0.228 (0.250)] [data_t 0.010] [optim_t 0.218] [lr 0.002220] [CE 4.229 (4.409)] [KD 3.978 (4.367)] 2024-10-13 02:31:41,060 - Train: 34.26% [428650/1251000] [342.6/1000.0] [batch_t 0.220 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.002220] [CE 4.547 (4.468)] [KD 4.390 (4.357)] 2024-10-13 02:31:53,033 - Train: 34.27% [428700/1251000] [342.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002219] [CE 4.678 (4.526)] [KD 4.259 (4.421)] 2024-10-13 02:32:05,287 - Train: 34.27% [428750/1251000] [342.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.007] [optim_t 0.235] [lr 0.002219] [CE 4.703 (4.427)] [KD 4.765 (4.366)] 2024-10-13 02:32:17,542 - Train: 34.28% [428800/1251000] [342.8/1000.0] [batch_t 0.221 (0.245)] [data_t 0.006] [optim_t 0.214] [lr 0.002219] [CE 5.020 (4.448)] [KD 4.448 (4.342)] 2024-10-13 02:32:29,629 - Train: 34.28% [428850/1251000] [342.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.002219] [CE 4.107 (4.339)] [KD 4.354 (4.264)] 2024-10-13 02:32:41,555 - Train: 34.28% [428900/1251000] [342.8/1000.0] [batch_t 0.226 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.002219] [CE 4.474 (4.361)] [KD 4.562 (4.339)] 2024-10-13 02:32:53,099 - Train: 34.29% [428950/1251000] [342.9/1000.0] [batch_t 0.226 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.002219] [CE 4.874 (4.495)] [KD 4.514 (4.411)] 2024-10-13 02:33:05,715 - Train: 34.29% [429000/1251000] [342.9/1000.0] [batch_t 0.237 (0.252)] [data_t 0.010] [optim_t 0.227] [lr 0.002218] [CE 4.168 (4.446)] [KD 4.146 (4.424)] 2024-10-13 02:33:17,569 - Train: 34.30% [429050/1251000] [343.0/1000.0] [batch_t 0.247 (0.237)] [data_t 0.010] [optim_t 0.238] [lr 0.002218] [CE 4.585 (4.475)] [KD 4.311 (4.411)] 2024-10-13 02:33:36,510 - Test (net): 100.00% [50/50] [batch_t 0.542 (0.169)] [top1_cnt 35666] [top5_cnt 45344] [top_all 50000] 2024-10-13 02:33:36,511 - net: 71.332 (90.688) 2024-10-13 02:33:46,100 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 38332] [top5_cnt 46646] [top_all 50000] 2024-10-13 02:33:46,101 - net_E: 76.664 (93.292) 2024-10-13 02:33:46,335 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.698 (epoch: 342)] 2024-10-13 02:33:46,336 - ==> Total time: 1 day, 5:55:39 Eta: 2 days, 9:19:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:33:51,898 - Train: 34.30% [429100/1251000] [343.0/1000.0] [batch_t 0.220 (0.356)] [data_t 0.011] [optim_t 0.209] [lr 0.002218] [CE 4.239 (4.588)] [KD 4.389 (4.341)] 2024-10-13 02:34:04,003 - Train: 34.30% [429150/1251000] [343.0/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.002218] [CE 3.963 (4.409)] [KD 4.033 (4.343)] 2024-10-13 02:34:16,061 - Train: 34.31% [429200/1251000] [343.1/1000.0] [batch_t 0.228 (0.241)] [data_t 0.011] [optim_t 0.217] [lr 0.002218] [CE 3.787 (4.459)] [KD 4.019 (4.328)] 2024-10-13 02:34:28,205 - Train: 34.31% [429250/1251000] [343.1/1000.0] [batch_t 0.229 (0.243)] [data_t 0.006] [optim_t 0.223] [lr 0.002218] [CE 4.849 (4.480)] [KD 4.672 (4.423)] 2024-10-13 02:34:40,198 - Train: 34.32% [429300/1251000] [343.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.002217] [CE 4.623 (4.443)] [KD 4.498 (4.365)] 2024-10-13 02:34:52,306 - Train: 34.32% [429350/1251000] [343.2/1000.0] [batch_t 0.221 (0.242)] [data_t 0.009] [optim_t 0.212] [lr 0.002217] [CE 4.538 (4.480)] [KD 4.306 (4.395)] 2024-10-13 02:35:04,039 - Train: 34.32% [429400/1251000] [343.2/1000.0] [batch_t 0.239 (0.234)] [data_t 0.010] [optim_t 0.229] [lr 0.002217] [CE 4.633 (4.470)] [KD 4.732 (4.387)] 2024-10-13 02:35:15,615 - Train: 34.33% [429450/1251000] [343.3/1000.0] [batch_t 0.233 (0.231)] [data_t 0.010] [optim_t 0.223] [lr 0.002217] [CE 4.702 (4.445)] [KD 4.454 (4.381)] 2024-10-13 02:35:27,733 - Train: 34.33% [429500/1251000] [343.3/1000.0] [batch_t 0.246 (0.242)] [data_t 0.010] [optim_t 0.236] [lr 0.002217] [CE 4.182 (4.486)] [KD 4.443 (4.357)] 2024-10-13 02:35:39,968 - Train: 34.34% [429550/1251000] [343.4/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.002217] [CE 4.260 (4.404)] [KD 4.361 (4.309)] 2024-10-13 02:35:51,803 - Train: 34.34% [429600/1251000] [343.4/1000.0] [batch_t 0.218 (0.236)] [data_t 0.010] [optim_t 0.208] [lr 0.002216] [CE 4.755 (4.484)] [KD 4.369 (4.342)] 2024-10-13 02:36:04,353 - Train: 34.34% [429650/1251000] [343.4/1000.0] [batch_t 0.230 (0.251)] [data_t 0.009] [optim_t 0.221] [lr 0.002216] [CE 4.538 (4.481)] [KD 4.484 (4.324)] 2024-10-13 02:36:16,206 - Train: 34.35% [429700/1251000] [343.5/1000.0] [batch_t 0.239 (0.237)] [data_t 0.006] [optim_t 0.233] [lr 0.002216] [CE 4.302 (4.441)] [KD 4.844 (4.383)] 2024-10-13 02:36:28,194 - Train: 34.35% [429750/1251000] [343.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002216] [CE 4.321 (4.456)] [KD 4.215 (4.436)] 2024-10-13 02:36:40,603 - Train: 34.36% [429800/1251000] [343.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.002216] [CE 4.707 (4.368)] [KD 4.356 (4.277)] 2024-10-13 02:36:52,777 - Train: 34.36% [429850/1251000] [343.6/1000.0] [batch_t 0.226 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.002216] [CE 4.552 (4.388)] [KD 4.371 (4.307)] 2024-10-13 02:37:04,998 - Train: 34.36% [429900/1251000] [343.6/1000.0] [batch_t 0.242 (0.244)] [data_t 0.007] [optim_t 0.235] [lr 0.002215] [CE 4.584 (4.351)] [KD 4.238 (4.263)] 2024-10-13 02:37:17,368 - Train: 34.37% [429950/1251000] [343.7/1000.0] [batch_t 0.240 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.002215] [CE 4.548 (4.423)] [KD 4.190 (4.256)] 2024-10-13 02:37:29,002 - Train: 34.37% [430000/1251000] [343.7/1000.0] [batch_t 0.213 (0.233)] [data_t 0.008] [optim_t 0.205] [lr 0.002215] [CE 4.904 (4.468)] [KD 4.417 (4.402)] 2024-10-13 02:37:40,781 - Train: 34.38% [430050/1251000] [343.8/1000.0] [batch_t 0.231 (0.235)] [data_t 0.008] [optim_t 0.223] [lr 0.002215] [CE 4.310 (4.490)] [KD 3.927 (4.355)] 2024-10-13 02:37:52,886 - Train: 34.38% [430100/1251000] [343.8/1000.0] [batch_t 0.246 (0.242)] [data_t 0.006] [optim_t 0.240] [lr 0.002215] [CE 4.677 (4.382)] [KD 4.436 (4.292)] 2024-10-13 02:38:04,862 - Train: 34.38% [430150/1251000] [343.8/1000.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.002215] [CE 4.437 (4.467)] [KD 4.374 (4.348)] 2024-10-13 02:38:17,029 - Train: 34.39% [430200/1251000] [343.9/1000.0] [batch_t 0.249 (0.243)] [data_t 0.007] [optim_t 0.242] [lr 0.002214] [CE 4.249 (4.444)] [KD 4.064 (4.344)] 2024-10-13 02:38:29,479 - Train: 34.39% [430250/1251000] [343.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.002214] [CE 4.519 (4.461)] [KD 4.350 (4.380)] 2024-10-13 02:38:40,941 - Train: 34.40% [430300/1251000] [344.0/1000.0] [batch_t 0.228 (0.229)] [data_t 0.007] [optim_t 0.221] [lr 0.002214] [CE 4.703 (4.531)] [KD 4.625 (4.433)] 2024-10-13 02:39:00,176 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 35618] [top5_cnt 45295] [top_all 50000] 2024-10-13 02:39:00,177 - net: 71.236 (90.590) 2024-10-13 02:39:08,922 - Test (net_E): 100.00% [50/50] [batch_t 0.142 (0.159)] [top1_cnt 38329] [top5_cnt 46652] [top_all 50000] 2024-10-13 02:39:08,923 - net_E: 76.658 (93.304) 2024-10-13 02:39:09,137 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.698 (epoch: 342)] 2024-10-13 02:39:09,138 - ==> Total time: 1 day, 6:01:01 Eta: 2 days, 9:14:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:39:14,288 - Train: 34.40% [430350/1251000] [344.0/1000.0] [batch_t 0.229 (0.324)] [data_t 0.009] [optim_t 0.221] [lr 0.002214] [CE 4.477 (4.396)] [KD 4.239 (4.346)] 2024-10-13 02:39:26,368 - Train: 34.40% [430400/1251000] [344.0/1000.0] [batch_t 0.271 (0.241)] [data_t 0.011] [optim_t 0.260] [lr 0.002214] [CE 4.458 (4.498)] [KD 4.307 (4.389)] 2024-10-13 02:39:38,878 - Train: 34.41% [430450/1251000] [344.1/1000.0] [batch_t 0.225 (0.250)] [data_t 0.007] [optim_t 0.219] [lr 0.002214] [CE 4.285 (4.435)] [KD 4.409 (4.343)] 2024-10-13 02:39:50,779 - Train: 34.41% [430500/1251000] [344.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002213] [CE 4.724 (4.525)] [KD 4.352 (4.326)] 2024-10-13 02:40:02,898 - Train: 34.42% [430550/1251000] [344.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.002213] [CE 3.933 (4.493)] [KD 4.144 (4.349)] 2024-10-13 02:40:14,559 - Train: 34.42% [430600/1251000] [344.2/1000.0] [batch_t 0.229 (0.233)] [data_t 0.010] [optim_t 0.219] [lr 0.002213] [CE 4.327 (4.397)] [KD 4.441 (4.277)] 2024-10-13 02:40:26,686 - Train: 34.42% [430650/1251000] [344.2/1000.0] [batch_t 0.223 (0.242)] [data_t 0.008] [optim_t 0.215] [lr 0.002213] [CE 4.898 (4.438)] [KD 4.860 (4.411)] 2024-10-13 02:40:38,835 - Train: 34.43% [430700/1251000] [344.3/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.002213] [CE 4.650 (4.489)] [KD 4.450 (4.405)] 2024-10-13 02:40:50,806 - Train: 34.43% [430750/1251000] [344.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.002213] [CE 4.769 (4.528)] [KD 4.592 (4.438)] 2024-10-13 02:41:02,740 - Train: 34.44% [430800/1251000] [344.4/1000.0] [batch_t 0.261 (0.239)] [data_t 0.007] [optim_t 0.254] [lr 0.002212] [CE 4.473 (4.462)] [KD 4.173 (4.396)] 2024-10-13 02:41:15,429 - Train: 34.44% [430850/1251000] [344.4/1000.0] [batch_t 0.230 (0.254)] [data_t 0.009] [optim_t 0.221] [lr 0.002212] [CE 4.429 (4.512)] [KD 4.067 (4.385)] 2024-10-13 02:41:27,107 - Train: 34.44% [430900/1251000] [344.4/1000.0] [batch_t 0.228 (0.233)] [data_t 0.009] [optim_t 0.218] [lr 0.002212] [CE 4.831 (4.391)] [KD 4.537 (4.280)] 2024-10-13 02:41:39,077 - Train: 34.45% [430950/1251000] [344.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.011] [optim_t 0.221] [lr 0.002212] [CE 4.156 (4.430)] [KD 4.414 (4.309)] 2024-10-13 02:41:51,046 - Train: 34.45% [431000/1251000] [344.5/1000.0] [batch_t 0.246 (0.239)] [data_t 0.009] [optim_t 0.237] [lr 0.002212] [CE 3.986 (4.396)] [KD 4.256 (4.286)] 2024-10-13 02:42:03,808 - Train: 34.46% [431050/1251000] [344.6/1000.0] [batch_t 0.494 (0.255)] [data_t 0.006] [optim_t 0.488] [lr 0.002212] [CE 4.375 (4.412)] [KD 4.557 (4.347)] 2024-10-13 02:42:16,031 - Train: 34.46% [431100/1251000] [344.6/1000.0] [batch_t 0.227 (0.244)] [data_t 0.007] [optim_t 0.220] [lr 0.002212] [CE 3.838 (4.358)] [KD 4.353 (4.293)] 2024-10-13 02:42:28,630 - Train: 34.46% [431150/1251000] [344.6/1000.0] [batch_t 0.424 (0.252)] [data_t 0.007] [optim_t 0.417] [lr 0.002211] [CE 4.259 (4.396)] [KD 4.103 (4.321)] 2024-10-13 02:42:40,580 - Train: 34.47% [431200/1251000] [344.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.006] [optim_t 0.234] [lr 0.002211] [CE 4.577 (4.466)] [KD 4.450 (4.364)] 2024-10-13 02:42:52,591 - Train: 34.47% [431250/1251000] [344.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.002211] [CE 4.321 (4.408)] [KD 4.301 (4.334)] 2024-10-13 02:43:04,795 - Train: 34.48% [431300/1251000] [344.8/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.215] [lr 0.002211] [CE 4.601 (4.451)] [KD 4.330 (4.446)] 2024-10-13 02:43:17,157 - Train: 34.48% [431350/1251000] [344.8/1000.0] [batch_t 0.232 (0.247)] [data_t 0.006] [optim_t 0.226] [lr 0.002211] [CE 4.329 (4.399)] [KD 4.226 (4.304)] 2024-10-13 02:43:29,364 - Train: 34.48% [431400/1251000] [344.8/1000.0] [batch_t 0.229 (0.244)] [data_t 0.008] [optim_t 0.221] [lr 0.002211] [CE 3.968 (4.464)] [KD 4.123 (4.383)] 2024-10-13 02:43:41,738 - Train: 34.49% [431450/1251000] [344.9/1000.0] [batch_t 0.250 (0.247)] [data_t 0.009] [optim_t 0.241] [lr 0.002210] [CE 4.781 (4.470)] [KD 4.543 (4.441)] 2024-10-13 02:43:53,981 - Train: 34.49% [431500/1251000] [344.9/1000.0] [batch_t 0.245 (0.245)] [data_t 0.006] [optim_t 0.238] [lr 0.002210] [CE 3.638 (4.384)] [KD 3.972 (4.338)] 2024-10-13 02:44:05,833 - Train: 34.50% [431550/1251000] [345.0/1000.0] [batch_t 0.242 (0.237)] [data_t 0.010] [optim_t 0.232] [lr 0.002210] [CE 4.482 (4.447)] [KD 4.437 (4.391)] 2024-10-13 02:44:26,032 - Test (net): 100.00% [50/50] [batch_t 0.094 (0.184)] [top1_cnt 35682] [top5_cnt 45297] [top_all 50000] 2024-10-13 02:44:26,032 - net: 71.364 (90.594) 2024-10-13 02:44:36,528 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.193)] [top1_cnt 38317] [top5_cnt 46630] [top_all 50000] 2024-10-13 02:44:36,528 - net_E: 76.634 (93.260) 2024-10-13 02:44:36,784 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.698 (epoch: 342)] 2024-10-13 02:44:36,784 - ==> Total time: 1 day, 6:06:29 Eta: 2 days, 9:09:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:44:49,811 - Train: 34.50% [431600/1251000] [345.0/1000.0] [batch_t 0.258 (0.353)] [data_t 0.009] [optim_t 0.248] [lr 0.002210] [CE 4.005 (4.391)] [KD 4.300 (4.489)] 2024-10-13 02:45:02,656 - Train: 34.50% [431650/1251000] [345.0/1000.0] [batch_t 0.232 (0.257)] [data_t 0.008] [optim_t 0.223] [lr 0.002210] [CE 4.800 (4.432)] [KD 4.655 (4.302)] 2024-10-13 02:45:15,128 - Train: 34.51% [431700/1251000] [345.1/1000.0] [batch_t 0.253 (0.249)] [data_t 0.009] [optim_t 0.243] [lr 0.002210] [CE 4.934 (4.505)] [KD 4.675 (4.414)] 2024-10-13 02:45:27,276 - Train: 34.51% [431750/1251000] [345.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.007] [optim_t 0.236] [lr 0.002209] [CE 4.441 (4.389)] [KD 4.431 (4.317)] 2024-10-13 02:45:39,599 - Train: 34.52% [431800/1251000] [345.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.002209] [CE 4.542 (4.366)] [KD 4.317 (4.265)] 2024-10-13 02:45:51,827 - Train: 34.52% [431850/1251000] [345.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.008] [optim_t 0.227] [lr 0.002209] [CE 3.979 (4.443)] [KD 4.083 (4.371)] 2024-10-13 02:46:03,749 - Train: 34.52% [431900/1251000] [345.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.002209] [CE 4.691 (4.439)] [KD 4.501 (4.364)] 2024-10-13 02:46:16,367 - Train: 34.53% [431950/1251000] [345.3/1000.0] [batch_t 0.251 (0.252)] [data_t 0.008] [optim_t 0.242] [lr 0.002209] [CE 4.329 (4.406)] [KD 4.276 (4.328)] 2024-10-13 02:46:28,153 - Train: 34.53% [432000/1251000] [345.3/1000.0] [batch_t 0.226 (0.236)] [data_t 0.008] [optim_t 0.218] [lr 0.002209] [CE 4.008 (4.493)] [KD 4.287 (4.417)] 2024-10-13 02:46:40,776 - Train: 34.54% [432050/1251000] [345.4/1000.0] [batch_t 0.578 (0.252)] [data_t 0.007] [optim_t 0.571] [lr 0.002208] [CE 4.439 (4.474)] [KD 4.484 (4.404)] 2024-10-13 02:46:53,239 - Train: 34.54% [432100/1251000] [345.4/1000.0] [batch_t 0.232 (0.249)] [data_t 0.007] [optim_t 0.225] [lr 0.002208] [CE 4.244 (4.459)] [KD 4.631 (4.392)] 2024-10-13 02:47:04,977 - Train: 34.54% [432150/1251000] [345.4/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002208] [CE 4.778 (4.375)] [KD 4.704 (4.325)] 2024-10-13 02:47:16,602 - Train: 34.55% [432200/1251000] [345.5/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.002208] [CE 4.502 (4.426)] [KD 4.352 (4.344)] 2024-10-13 02:47:29,415 - Train: 34.55% [432250/1251000] [345.5/1000.0] [batch_t 0.234 (0.256)] [data_t 0.009] [optim_t 0.225] [lr 0.002208] [CE 4.460 (4.403)] [KD 4.399 (4.300)] 2024-10-13 02:47:41,438 - Train: 34.56% [432300/1251000] [345.6/1000.0] [batch_t 0.229 (0.240)] [data_t 0.008] [optim_t 0.221] [lr 0.002208] [CE 4.406 (4.442)] [KD 4.391 (4.298)] 2024-10-13 02:47:53,549 - Train: 34.56% [432350/1251000] [345.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.225] [lr 0.002207] [CE 4.239 (4.416)] [KD 4.260 (4.345)] 2024-10-13 02:48:05,545 - Train: 34.56% [432400/1251000] [345.6/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002207] [CE 4.379 (4.538)] [KD 4.234 (4.380)] 2024-10-13 02:48:17,094 - Train: 34.57% [432450/1251000] [345.7/1000.0] [batch_t 0.233 (0.231)] [data_t 0.009] [optim_t 0.224] [lr 0.002207] [CE 3.842 (4.431)] [KD 4.048 (4.383)] 2024-10-13 02:48:29,241 - Train: 34.57% [432500/1251000] [345.7/1000.0] [batch_t 0.225 (0.243)] [data_t 0.007] [optim_t 0.218] [lr 0.002207] [CE 4.508 (4.479)] [KD 4.451 (4.449)] 2024-10-13 02:48:41,355 - Train: 34.58% [432550/1251000] [345.8/1000.0] [batch_t 0.230 (0.242)] [data_t 0.008] [optim_t 0.222] [lr 0.002207] [CE 4.321 (4.486)] [KD 4.453 (4.376)] 2024-10-13 02:48:53,317 - Train: 34.58% [432600/1251000] [345.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.008] [optim_t 0.235] [lr 0.002207] [CE 5.025 (4.506)] [KD 4.590 (4.411)] 2024-10-13 02:49:05,296 - Train: 34.58% [432650/1251000] [345.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.002206] [CE 4.992 (4.455)] [KD 4.614 (4.378)] 2024-10-13 02:49:17,877 - Train: 34.59% [432700/1251000] [345.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.007] [optim_t 0.231] [lr 0.002206] [CE 4.094 (4.431)] [KD 4.121 (4.313)] 2024-10-13 02:49:29,584 - Train: 34.59% [432750/1251000] [345.9/1000.0] [batch_t 0.241 (0.234)] [data_t 0.009] [optim_t 0.233] [lr 0.002206] [CE 4.271 (4.432)] [KD 4.495 (4.332)] 2024-10-13 02:49:41,375 - Train: 34.60% [432800/1251000] [346.0/1000.0] [batch_t 0.224 (0.236)] [data_t 0.010] [optim_t 0.214] [lr 0.002206] [CE 3.911 (4.443)] [KD 4.262 (4.367)] 2024-10-13 02:50:00,518 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.161)] [top1_cnt 35724] [top5_cnt 45314] [top_all 50000] 2024-10-13 02:50:00,519 - net: 71.448 (90.628) 2024-10-13 02:50:09,653 - Test (net_E): 100.00% [50/50] [batch_t 0.314 (0.166)] [top1_cnt 38338] [top5_cnt 46643] [top_all 50000] 2024-10-13 02:50:09,654 - net_E: 76.676 (93.286) 2024-10-13 02:50:09,905 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.698 (epoch: 342)] 2024-10-13 02:50:09,906 - ==> Total time: 1 day, 6:12:02 Eta: 2 days, 9:05:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:50:14,655 - Train: 34.60% [432850/1251000] [346.0/1000.0] [batch_t 0.224 (0.442)] [data_t 0.007] [optim_t 0.216] [lr 0.002206] [CE 4.294 (4.236)] [KD 4.019 (4.125)] 2024-10-13 02:50:27,048 - Train: 34.60% [432900/1251000] [346.0/1000.0] [batch_t 0.230 (0.248)] [data_t 0.009] [optim_t 0.221] [lr 0.002206] [CE 3.940 (4.471)] [KD 4.227 (4.335)] 2024-10-13 02:50:39,086 - Train: 34.61% [432950/1251000] [346.1/1000.0] [batch_t 0.227 (0.241)] [data_t 0.007] [optim_t 0.220] [lr 0.002205] [CE 4.578 (4.451)] [KD 4.228 (4.356)] 2024-10-13 02:50:50,917 - Train: 34.61% [433000/1251000] [346.1/1000.0] [batch_t 0.224 (0.236)] [data_t 0.006] [optim_t 0.217] [lr 0.002205] [CE 4.669 (4.394)] [KD 4.432 (4.291)] 2024-10-13 02:51:02,617 - Train: 34.62% [433050/1251000] [346.2/1000.0] [batch_t 0.222 (0.234)] [data_t 0.009] [optim_t 0.213] [lr 0.002205] [CE 4.113 (4.450)] [KD 4.372 (4.314)] 2024-10-13 02:51:14,938 - Train: 34.62% [433100/1251000] [346.2/1000.0] [batch_t 0.249 (0.246)] [data_t 0.010] [optim_t 0.239] [lr 0.002205] [CE 4.619 (4.439)] [KD 4.649 (4.413)] 2024-10-13 02:51:27,461 - Train: 34.62% [433150/1251000] [346.2/1000.0] [batch_t 0.244 (0.250)] [data_t 0.008] [optim_t 0.236] [lr 0.002205] [CE 4.368 (4.442)] [KD 4.322 (4.348)] 2024-10-13 02:51:39,603 - Train: 34.63% [433200/1251000] [346.3/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.002205] [CE 4.208 (4.409)] [KD 4.306 (4.285)] 2024-10-13 02:51:51,618 - Train: 34.63% [433250/1251000] [346.3/1000.0] [batch_t 0.252 (0.240)] [data_t 0.007] [optim_t 0.245] [lr 0.002204] [CE 4.353 (4.445)] [KD 4.230 (4.378)] 2024-10-13 02:52:03,815 - Train: 34.64% [433300/1251000] [346.4/1000.0] [batch_t 0.244 (0.244)] [data_t 0.007] [optim_t 0.237] [lr 0.002204] [CE 4.835 (4.478)] [KD 4.323 (4.347)] 2024-10-13 02:52:15,856 - Train: 34.64% [433350/1251000] [346.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.002204] [CE 4.161 (4.499)] [KD 4.391 (4.441)] 2024-10-13 02:52:27,851 - Train: 34.64% [433400/1251000] [346.4/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002204] [CE 4.937 (4.448)] [KD 4.494 (4.398)] 2024-10-13 02:52:39,952 - Train: 34.65% [433450/1251000] [346.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002204] [CE 4.333 (4.455)] [KD 4.164 (4.400)] 2024-10-13 02:52:51,855 - Train: 34.65% [433500/1251000] [346.5/1000.0] [batch_t 0.240 (0.238)] [data_t 0.007] [optim_t 0.233] [lr 0.002204] [CE 4.618 (4.464)] [KD 4.461 (4.296)] 2024-10-13 02:53:04,375 - Train: 34.66% [433550/1251000] [346.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.010] [optim_t 0.224] [lr 0.002203] [CE 4.502 (4.551)] [KD 4.394 (4.360)] 2024-10-13 02:53:16,247 - Train: 34.66% [433600/1251000] [346.6/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.002203] [CE 4.788 (4.422)] [KD 4.548 (4.346)] 2024-10-13 02:53:28,203 - Train: 34.66% [433650/1251000] [346.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.008] [optim_t 0.229] [lr 0.002203] [CE 4.345 (4.414)] [KD 4.267 (4.350)] 2024-10-13 02:53:40,469 - Train: 34.67% [433700/1251000] [346.7/1000.0] [batch_t 0.247 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.002203] [CE 3.978 (4.473)] [KD 4.088 (4.419)] 2024-10-13 02:53:52,922 - Train: 34.67% [433750/1251000] [346.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.007] [optim_t 0.225] [lr 0.002203] [CE 4.594 (4.449)] [KD 4.573 (4.343)] 2024-10-13 02:54:04,879 - Train: 34.68% [433800/1251000] [346.8/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.002203] [CE 4.389 (4.518)] [KD 4.327 (4.417)] 2024-10-13 02:54:16,891 - Train: 34.68% [433850/1251000] [346.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.002202] [CE 4.360 (4.440)] [KD 4.367 (4.379)] 2024-10-13 02:54:29,522 - Train: 34.68% [433900/1251000] [346.8/1000.0] [batch_t 0.245 (0.252)] [data_t 0.010] [optim_t 0.234] [lr 0.002202] [CE 4.018 (4.459)] [KD 4.335 (4.414)] 2024-10-13 02:54:42,129 - Train: 34.69% [433950/1251000] [346.9/1000.0] [batch_t 0.224 (0.252)] [data_t 0.007] [optim_t 0.217] [lr 0.002202] [CE 4.404 (4.455)] [KD 4.146 (4.410)] 2024-10-13 02:54:53,656 - Train: 34.69% [434000/1251000] [346.9/1000.0] [batch_t 0.228 (0.230)] [data_t 0.011] [optim_t 0.217] [lr 0.002202] [CE 4.480 (4.468)] [KD 4.496 (4.452)] 2024-10-13 02:55:06,067 - Train: 34.70% [434050/1251000] [347.0/1000.0] [batch_t 0.227 (0.248)] [data_t 0.007] [optim_t 0.220] [lr 0.002202] [CE 4.607 (4.418)] [KD 4.480 (4.293)] 2024-10-13 02:55:26,314 - Test (net): 100.00% [50/50] [batch_t 0.284 (0.170)] [top1_cnt 35953] [top5_cnt 45464] [top_all 50000] 2024-10-13 02:55:26,315 - net: 71.906 (90.928) 2024-10-13 02:55:35,368 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 38355] [top5_cnt 46657] [top_all 50000] 2024-10-13 02:55:35,369 - net_E: 76.710 (93.314) 2024-10-13 02:55:35,572 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.710 (epoch: 347)] 2024-10-13 02:55:35,573 - ==> Total time: 1 day, 6:17:28 Eta: 2 days, 9:00:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 02:55:48,729 - Train: 34.70% [434100/1251000] [347.0/1000.0] [batch_t 0.227 (0.499)] [data_t 0.008] [optim_t 0.219] [lr 0.002202] [CE 3.741 (3.937)] [KD 4.015 (4.001)] 2024-10-13 02:56:01,127 - Train: 34.70% [434150/1251000] [347.0/1000.0] [batch_t 0.247 (0.248)] [data_t 0.010] [optim_t 0.236] [lr 0.002201] [CE 3.957 (4.476)] [KD 4.216 (4.367)] 2024-10-13 02:56:13,968 - Train: 34.71% [434200/1251000] [347.1/1000.0] [batch_t 0.239 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.002201] [CE 4.297 (4.481)] [KD 4.157 (4.323)] 2024-10-13 02:56:26,227 - Train: 34.71% [434250/1251000] [347.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002201] [CE 3.695 (4.479)] [KD 4.184 (4.360)] 2024-10-13 02:56:38,543 - Train: 34.72% [434300/1251000] [347.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.002201] [CE 4.029 (4.444)] [KD 4.274 (4.347)] 2024-10-13 02:56:50,698 - Train: 34.72% [434350/1251000] [347.2/1000.0] [batch_t 0.252 (0.243)] [data_t 0.007] [optim_t 0.244] [lr 0.002201] [CE 4.074 (4.430)] [KD 4.380 (4.305)] 2024-10-13 02:57:02,628 - Train: 34.72% [434400/1251000] [347.2/1000.0] [batch_t 0.265 (0.238)] [data_t 0.010] [optim_t 0.255] [lr 0.002201] [CE 4.434 (4.397)] [KD 4.297 (4.327)] 2024-10-13 02:57:15,125 - Train: 34.73% [434450/1251000] [347.3/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.220] [lr 0.002200] [CE 4.205 (4.387)] [KD 4.291 (4.257)] 2024-10-13 02:57:27,338 - Train: 34.73% [434500/1251000] [347.3/1000.0] [batch_t 0.248 (0.244)] [data_t 0.008] [optim_t 0.239] [lr 0.002200] [CE 4.325 (4.429)] [KD 4.473 (4.345)] 2024-10-13 02:57:39,382 - Train: 34.74% [434550/1251000] [347.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.010] [optim_t 0.230] [lr 0.002200] [CE 4.767 (4.411)] [KD 4.472 (4.320)] 2024-10-13 02:57:51,294 - Train: 34.74% [434600/1251000] [347.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.010] [optim_t 0.229] [lr 0.002200] [CE 3.684 (4.435)] [KD 3.693 (4.324)] 2024-10-13 02:58:03,298 - Train: 34.74% [434650/1251000] [347.4/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.002200] [CE 4.258 (4.357)] [KD 4.353 (4.288)] 2024-10-13 02:58:15,332 - Train: 34.75% [434700/1251000] [347.5/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002200] [CE 4.603 (4.481)] [KD 4.308 (4.352)] 2024-10-13 02:58:27,686 - Train: 34.75% [434750/1251000] [347.5/1000.0] [batch_t 0.230 (0.247)] [data_t 0.008] [optim_t 0.222] [lr 0.002199] [CE 4.735 (4.432)] [KD 4.487 (4.393)] 2024-10-13 02:58:39,921 - Train: 34.76% [434800/1251000] [347.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.002199] [CE 4.348 (4.461)] [KD 4.054 (4.427)] 2024-10-13 02:58:52,166 - Train: 34.76% [434850/1251000] [347.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.002199] [CE 3.893 (4.515)] [KD 3.712 (4.455)] 2024-10-13 02:59:04,374 - Train: 34.76% [434900/1251000] [347.6/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.002199] [CE 4.267 (4.415)] [KD 4.219 (4.300)] 2024-10-13 02:59:16,596 - Train: 34.77% [434950/1251000] [347.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002199] [CE 4.102 (4.446)] [KD 4.237 (4.342)] 2024-10-13 02:59:28,300 - Train: 34.77% [435000/1251000] [347.7/1000.0] [batch_t 0.226 (0.234)] [data_t 0.008] [optim_t 0.218] [lr 0.002199] [CE 4.535 (4.380)] [KD 4.119 (4.317)] 2024-10-13 02:59:40,433 - Train: 34.78% [435050/1251000] [347.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.002198] [CE 5.040 (4.401)] [KD 4.608 (4.380)] 2024-10-13 02:59:52,695 - Train: 34.78% [435100/1251000] [347.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002198] [CE 4.523 (4.492)] [KD 4.302 (4.388)] 2024-10-13 03:00:04,817 - Train: 34.78% [435150/1251000] [347.8/1000.0] [batch_t 0.243 (0.242)] [data_t 0.008] [optim_t 0.235] [lr 0.002198] [CE 3.877 (4.396)] [KD 3.983 (4.298)] 2024-10-13 03:00:17,079 - Train: 34.79% [435200/1251000] [347.9/1000.0] [batch_t 0.220 (0.245)] [data_t 0.008] [optim_t 0.213] [lr 0.002198] [CE 4.512 (4.446)] [KD 4.427 (4.287)] 2024-10-13 03:00:29,438 - Train: 34.79% [435250/1251000] [347.9/1000.0] [batch_t 0.256 (0.247)] [data_t 0.009] [optim_t 0.247] [lr 0.002198] [CE 4.577 (4.508)] [KD 4.325 (4.343)] 2024-10-13 03:00:41,658 - Train: 34.80% [435300/1251000] [348.0/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.002198] [CE 4.730 (4.451)] [KD 4.723 (4.371)] 2024-10-13 03:01:01,523 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 35721] [top5_cnt 45283] [top_all 50000] 2024-10-13 03:01:01,523 - net: 71.442 (90.566) 2024-10-13 03:01:10,738 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.166)] [top1_cnt 38374] [top5_cnt 46661] [top_all 50000] 2024-10-13 03:01:10,739 - net_E: 76.748 (93.322) 2024-10-13 03:01:11,002 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.748 (epoch: 348)] 2024-10-13 03:01:11,003 - ==> Total time: 1 day, 6:23:03 Eta: 2 days, 8:55:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:01:24,422 - Train: 34.80% [435350/1251000] [348.0/1000.0] [batch_t 0.209 (0.516)] [data_t 0.006] [optim_t 0.203] [lr 0.002197] [CE 4.787 (4.706)] [KD 4.653 (4.591)] 2024-10-13 03:01:36,599 - Train: 34.80% [435400/1251000] [348.0/1000.0] [batch_t 0.245 (0.243)] [data_t 0.010] [optim_t 0.235] [lr 0.002197] [CE 3.865 (4.415)] [KD 4.007 (4.327)] 2024-10-13 03:01:49,383 - Train: 34.81% [435450/1251000] [348.1/1000.0] [batch_t 0.230 (0.255)] [data_t 0.010] [optim_t 0.220] [lr 0.002197] [CE 4.516 (4.444)] [KD 4.240 (4.303)] 2024-10-13 03:02:01,452 - Train: 34.81% [435500/1251000] [348.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.011] [optim_t 0.227] [lr 0.002197] [CE 4.245 (4.414)] [KD 4.282 (4.316)] 2024-10-13 03:02:13,110 - Train: 34.82% [435550/1251000] [348.2/1000.0] [batch_t 0.238 (0.233)] [data_t 0.007] [optim_t 0.231] [lr 0.002197] [CE 4.778 (4.465)] [KD 4.755 (4.328)] 2024-10-13 03:02:25,183 - Train: 34.82% [435600/1251000] [348.2/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.002197] [CE 4.691 (4.478)] [KD 4.390 (4.379)] 2024-10-13 03:02:37,581 - Train: 34.82% [435650/1251000] [348.2/1000.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.002196] [CE 4.418 (4.384)] [KD 4.349 (4.327)] 2024-10-13 03:02:49,653 - Train: 34.83% [435700/1251000] [348.3/1000.0] [batch_t 0.250 (0.241)] [data_t 0.007] [optim_t 0.244] [lr 0.002196] [CE 4.738 (4.414)] [KD 4.305 (4.288)] 2024-10-13 03:03:01,327 - Train: 34.83% [435750/1251000] [348.3/1000.0] [batch_t 0.226 (0.233)] [data_t 0.006] [optim_t 0.219] [lr 0.002196] [CE 4.531 (4.465)] [KD 4.216 (4.366)] 2024-10-13 03:03:13,701 - Train: 34.84% [435800/1251000] [348.4/1000.0] [batch_t 0.219 (0.247)] [data_t 0.009] [optim_t 0.210] [lr 0.002196] [CE 4.033 (4.412)] [KD 4.036 (4.321)] 2024-10-13 03:03:26,133 - Train: 34.84% [435850/1251000] [348.4/1000.0] [batch_t 0.224 (0.248)] [data_t 0.007] [optim_t 0.217] [lr 0.002196] [CE 4.628 (4.468)] [KD 4.396 (4.344)] 2024-10-13 03:03:38,336 - Train: 34.84% [435900/1251000] [348.4/1000.0] [batch_t 0.224 (0.244)] [data_t 0.010] [optim_t 0.214] [lr 0.002196] [CE 4.007 (4.460)] [KD 4.120 (4.398)] 2024-10-13 03:03:50,366 - Train: 34.85% [435950/1251000] [348.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.002195] [CE 4.238 (4.451)] [KD 4.539 (4.374)] 2024-10-13 03:04:02,622 - Train: 34.85% [436000/1251000] [348.5/1000.0] [batch_t 0.219 (0.245)] [data_t 0.009] [optim_t 0.210] [lr 0.002195] [CE 4.357 (4.452)] [KD 4.345 (4.418)] 2024-10-13 03:04:15,043 - Train: 34.86% [436050/1251000] [348.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.002195] [CE 3.905 (4.427)] [KD 4.241 (4.355)] 2024-10-13 03:04:26,939 - Train: 34.86% [436100/1251000] [348.6/1000.0] [batch_t 0.217 (0.238)] [data_t 0.008] [optim_t 0.209] [lr 0.002195] [CE 4.255 (4.462)] [KD 4.125 (4.378)] 2024-10-13 03:04:38,594 - Train: 34.86% [436150/1251000] [348.6/1000.0] [batch_t 0.238 (0.233)] [data_t 0.007] [optim_t 0.231] [lr 0.002195] [CE 4.472 (4.391)] [KD 4.078 (4.312)] 2024-10-13 03:04:50,830 - Train: 34.87% [436200/1251000] [348.7/1000.0] [batch_t 0.226 (0.245)] [data_t 0.011] [optim_t 0.215] [lr 0.002195] [CE 4.710 (4.473)] [KD 4.572 (4.403)] 2024-10-13 03:05:03,544 - Train: 34.87% [436250/1251000] [348.7/1000.0] [batch_t 0.239 (0.254)] [data_t 0.007] [optim_t 0.232] [lr 0.002194] [CE 4.110 (4.419)] [KD 4.095 (4.374)] 2024-10-13 03:05:15,771 - Train: 34.88% [436300/1251000] [348.8/1000.0] [batch_t 0.228 (0.244)] [data_t 0.010] [optim_t 0.217] [lr 0.002194] [CE 3.979 (4.395)] [KD 4.177 (4.368)] 2024-10-13 03:05:27,778 - Train: 34.88% [436350/1251000] [348.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.006] [optim_t 0.225] [lr 0.002194] [CE 4.066 (4.486)] [KD 4.068 (4.343)] 2024-10-13 03:05:39,826 - Train: 34.88% [436400/1251000] [348.8/1000.0] [batch_t 0.215 (0.241)] [data_t 0.009] [optim_t 0.205] [lr 0.002194] [CE 4.588 (4.485)] [KD 4.509 (4.371)] 2024-10-13 03:05:51,977 - Train: 34.89% [436450/1251000] [348.9/1000.0] [batch_t 0.222 (0.243)] [data_t 0.010] [optim_t 0.212] [lr 0.002194] [CE 4.552 (4.469)] [KD 4.184 (4.322)] 2024-10-13 03:06:04,098 - Train: 34.89% [436500/1251000] [348.9/1000.0] [batch_t 0.243 (0.242)] [data_t 0.007] [optim_t 0.236] [lr 0.002194] [CE 4.814 (4.417)] [KD 4.512 (4.310)] 2024-10-13 03:06:16,326 - Train: 34.90% [436550/1251000] [349.0/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.002193] [CE 4.056 (4.495)] [KD 4.829 (4.456)] 2024-10-13 03:06:36,802 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 35877] [top5_cnt 45431] [top_all 50000] 2024-10-13 03:06:36,802 - net: 71.754 (90.862) 2024-10-13 03:06:45,585 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.160)] [top1_cnt 38378] [top5_cnt 46606] [top_all 50000] 2024-10-13 03:06:45,586 - net_E: 76.756 (93.212) 2024-10-13 03:06:45,811 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.756 (epoch: 349)] 2024-10-13 03:06:45,812 - ==> Total time: 1 day, 6:28:38 Eta: 2 days, 8:51:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:06:59,605 - Train: 34.90% [436600/1251000] [349.0/1000.0] [batch_t 0.915 (0.915)] [data_t 0.650] [optim_t 0.266] [lr 0.002193] [CE 4.847 (4.847)] [KD 4.602 (4.602)] 2024-10-13 03:07:11,691 - Train: 34.90% [436650/1251000] [349.0/1000.0] [batch_t 0.224 (0.242)] [data_t 0.008] [optim_t 0.216] [lr 0.002193] [CE 4.599 (4.437)] [KD 4.445 (4.290)] 2024-10-13 03:07:23,631 - Train: 34.91% [436700/1251000] [349.1/1000.0] [batch_t 0.219 (0.239)] [data_t 0.006] [optim_t 0.213] [lr 0.002193] [CE 3.835 (4.421)] [KD 4.110 (4.275)] 2024-10-13 03:07:36,109 - Train: 34.91% [436750/1251000] [349.1/1000.0] [batch_t 0.232 (0.249)] [data_t 0.008] [optim_t 0.224] [lr 0.002193] [CE 4.358 (4.415)] [KD 4.200 (4.349)] 2024-10-13 03:07:47,988 - Train: 34.92% [436800/1251000] [349.2/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.002193] [CE 4.680 (4.405)] [KD 4.414 (4.299)] 2024-10-13 03:07:59,744 - Train: 34.92% [436850/1251000] [349.2/1000.0] [batch_t 0.242 (0.235)] [data_t 0.007] [optim_t 0.235] [lr 0.002192] [CE 4.076 (4.365)] [KD 4.115 (4.293)] 2024-10-13 03:08:11,908 - Train: 34.92% [436900/1251000] [349.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.002192] [CE 4.604 (4.403)] [KD 4.239 (4.257)] 2024-10-13 03:08:24,039 - Train: 34.93% [436950/1251000] [349.3/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.215] [lr 0.002192] [CE 4.619 (4.369)] [KD 4.664 (4.298)] 2024-10-13 03:08:36,482 - Train: 34.93% [437000/1251000] [349.3/1000.0] [batch_t 0.251 (0.249)] [data_t 0.008] [optim_t 0.243] [lr 0.002192] [CE 4.202 (4.346)] [KD 4.453 (4.311)] 2024-10-13 03:08:48,741 - Train: 34.94% [437050/1251000] [349.4/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.002192] [CE 4.675 (4.470)] [KD 4.403 (4.367)] 2024-10-13 03:09:00,495 - Train: 34.94% [437100/1251000] [349.4/1000.0] [batch_t 0.231 (0.235)] [data_t 0.010] [optim_t 0.221] [lr 0.002192] [CE 5.147 (4.471)] [KD 4.511 (4.364)] 2024-10-13 03:09:12,439 - Train: 34.94% [437150/1251000] [349.4/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002192] [CE 4.307 (4.418)] [KD 4.241 (4.397)] 2024-10-13 03:09:24,310 - Train: 34.95% [437200/1251000] [349.5/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.002191] [CE 4.346 (4.466)] [KD 4.579 (4.381)] 2024-10-13 03:09:36,230 - Train: 34.95% [437250/1251000] [349.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.006] [optim_t 0.231] [lr 0.002191] [CE 4.382 (4.502)] [KD 4.196 (4.374)] 2024-10-13 03:09:48,671 - Train: 34.96% [437300/1251000] [349.6/1000.0] [batch_t 0.425 (0.249)] [data_t 0.009] [optim_t 0.416] [lr 0.002191] [CE 4.159 (4.422)] [KD 4.041 (4.270)] 2024-10-13 03:10:00,625 - Train: 34.96% [437350/1251000] [349.6/1000.0] [batch_t 0.245 (0.239)] [data_t 0.008] [optim_t 0.237] [lr 0.002191] [CE 4.442 (4.422)] [KD 4.315 (4.328)] 2024-10-13 03:10:13,000 - Train: 34.96% [437400/1251000] [349.6/1000.0] [batch_t 0.226 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.002191] [CE 4.247 (4.440)] [KD 4.249 (4.337)] 2024-10-13 03:10:24,650 - Train: 34.97% [437450/1251000] [349.7/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.002191] [CE 4.489 (4.336)] [KD 4.383 (4.248)] 2024-10-13 03:10:36,283 - Train: 34.97% [437500/1251000] [349.7/1000.0] [batch_t 0.227 (0.232)] [data_t 0.008] [optim_t 0.219] [lr 0.002190] [CE 4.577 (4.472)] [KD 4.216 (4.354)] 2024-10-13 03:10:48,492 - Train: 34.98% [437550/1251000] [349.8/1000.0] [batch_t 0.556 (0.244)] [data_t 0.007] [optim_t 0.549] [lr 0.002190] [CE 4.268 (4.408)] [KD 4.424 (4.341)] 2024-10-13 03:11:00,630 - Train: 34.98% [437600/1251000] [349.8/1000.0] [batch_t 0.427 (0.243)] [data_t 0.008] [optim_t 0.420] [lr 0.002190] [CE 4.573 (4.499)] [KD 4.209 (4.327)] 2024-10-13 03:11:12,378 - Train: 34.98% [437650/1251000] [349.8/1000.0] [batch_t 0.231 (0.235)] [data_t 0.008] [optim_t 0.223] [lr 0.002190] [CE 4.504 (4.456)] [KD 4.512 (4.352)] 2024-10-13 03:11:24,405 - Train: 34.99% [437700/1251000] [349.9/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002190] [CE 4.198 (4.391)] [KD 4.218 (4.318)] 2024-10-13 03:11:36,573 - Train: 34.99% [437750/1251000] [349.9/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.221] [lr 0.002190] [CE 4.593 (4.481)] [KD 4.426 (4.403)] 2024-10-13 03:11:48,260 - Train: 35.00% [437800/1251000] [350.0/1000.0] [batch_t 0.234 (0.234)] [data_t 0.007] [optim_t 0.227] [lr 0.002189] [CE 4.059 (4.412)] [KD 4.206 (4.440)] 2024-10-13 03:11:59,852 - Train: 35.00% [437850/1251000] [350.0/1000.0] [batch_t 0.205 (0.232)] [data_t 0.006] [optim_t 0.199] [lr 0.002189] [CE 3.790 (4.399)] [KD 4.128 (4.301)] 2024-10-13 03:12:09,472 - Test (net): 100.00% [50/50] [batch_t 0.078 (0.181)] [top1_cnt 35914] [top5_cnt 45414] [top_all 50000] 2024-10-13 03:12:09,472 - net: 71.828 (90.828) 2024-10-13 03:12:18,425 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.164)] [top1_cnt 38409] [top5_cnt 46614] [top_all 50000] 2024-10-13 03:12:18,425 - net_E: 76.818 (93.228) 2024-10-13 03:12:18,674 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.818 (epoch: 350)] 2024-10-13 03:12:18,675 - ==> Total time: 1 day, 6:34:11 Eta: 2 days, 8:46:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:12:44,452 - Train: 35.00% [437900/1251000] [350.0/1000.0] [batch_t 0.233 (0.257)] [data_t 0.009] [optim_t 0.224] [lr 0.002189] [CE 4.381 (4.462)] [KD 4.112 (4.318)] 2024-10-13 03:12:56,420 - Train: 35.01% [437950/1251000] [350.1/1000.0] [batch_t 0.256 (0.239)] [data_t 0.006] [optim_t 0.250] [lr 0.002189] [CE 4.409 (4.438)] [KD 4.206 (4.361)] 2024-10-13 03:13:08,687 - Train: 35.01% [438000/1251000] [350.1/1000.0] [batch_t 0.244 (0.245)] [data_t 0.010] [optim_t 0.234] [lr 0.002189] [CE 4.542 (4.486)] [KD 4.502 (4.350)] 2024-10-13 03:13:21,075 - Train: 35.02% [438050/1251000] [350.2/1000.0] [batch_t 0.229 (0.248)] [data_t 0.010] [optim_t 0.219] [lr 0.002189] [CE 4.657 (4.468)] [KD 4.562 (4.322)] 2024-10-13 03:13:33,092 - Train: 35.02% [438100/1251000] [350.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.002188] [CE 4.323 (4.411)] [KD 4.358 (4.301)] 2024-10-13 03:13:45,005 - Train: 35.02% [438150/1251000] [350.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002188] [CE 4.011 (4.366)] [KD 4.159 (4.231)] 2024-10-13 03:13:57,603 - Train: 35.03% [438200/1251000] [350.3/1000.0] [batch_t 0.230 (0.252)] [data_t 0.009] [optim_t 0.221] [lr 0.002188] [CE 4.738 (4.457)] [KD 4.474 (4.330)] 2024-10-13 03:14:09,831 - Train: 35.03% [438250/1251000] [350.3/1000.0] [batch_t 0.228 (0.244)] [data_t 0.010] [optim_t 0.218] [lr 0.002188] [CE 4.382 (4.369)] [KD 4.287 (4.303)] 2024-10-13 03:14:21,771 - Train: 35.04% [438300/1251000] [350.4/1000.0] [batch_t 0.249 (0.239)] [data_t 0.007] [optim_t 0.242] [lr 0.002188] [CE 4.514 (4.465)] [KD 4.407 (4.420)] 2024-10-13 03:14:34,312 - Train: 35.04% [438350/1251000] [350.4/1000.0] [batch_t 0.232 (0.251)] [data_t 0.007] [optim_t 0.225] [lr 0.002188] [CE 4.162 (4.507)] [KD 4.110 (4.366)] 2024-10-13 03:14:46,611 - Train: 35.04% [438400/1251000] [350.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.006] [optim_t 0.232] [lr 0.002187] [CE 4.894 (4.515)] [KD 4.428 (4.346)] 2024-10-13 03:14:58,569 - Train: 35.05% [438450/1251000] [350.5/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.002187] [CE 4.164 (4.479)] [KD 4.212 (4.289)] 2024-10-13 03:15:11,374 - Train: 35.05% [438500/1251000] [350.5/1000.0] [batch_t 0.231 (0.256)] [data_t 0.007] [optim_t 0.225] [lr 0.002187] [CE 4.882 (4.337)] [KD 4.440 (4.183)] 2024-10-13 03:15:23,461 - Train: 35.06% [438550/1251000] [350.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.002187] [CE 4.753 (4.438)] [KD 4.183 (4.276)] 2024-10-13 03:15:35,928 - Train: 35.06% [438600/1251000] [350.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.006] [optim_t 0.226] [lr 0.002187] [CE 4.276 (4.518)] [KD 4.242 (4.415)] 2024-10-13 03:15:48,112 - Train: 35.06% [438650/1251000] [350.6/1000.0] [batch_t 0.247 (0.244)] [data_t 0.006] [optim_t 0.241] [lr 0.002187] [CE 4.405 (4.527)] [KD 4.566 (4.413)] 2024-10-13 03:16:00,032 - Train: 35.07% [438700/1251000] [350.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.002186] [CE 4.521 (4.485)] [KD 4.475 (4.383)] 2024-10-13 03:16:12,086 - Train: 35.07% [438750/1251000] [350.7/1000.0] [batch_t 0.214 (0.241)] [data_t 0.007] [optim_t 0.207] [lr 0.002186] [CE 4.210 (4.433)] [KD 4.218 (4.392)] 2024-10-13 03:16:24,117 - Train: 35.08% [438800/1251000] [350.8/1000.0] [batch_t 0.222 (0.240)] [data_t 0.006] [optim_t 0.216] [lr 0.002186] [CE 4.402 (4.464)] [KD 4.109 (4.412)] 2024-10-13 03:16:36,055 - Train: 35.08% [438850/1251000] [350.8/1000.0] [batch_t 0.223 (0.239)] [data_t 0.006] [optim_t 0.216] [lr 0.002186] [CE 4.276 (4.453)] [KD 4.245 (4.391)] 2024-10-13 03:16:47,931 - Train: 35.08% [438900/1251000] [350.8/1000.0] [batch_t 0.224 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.002186] [CE 4.522 (4.465)] [KD 4.497 (4.371)] 2024-10-13 03:17:00,227 - Train: 35.09% [438950/1251000] [350.9/1000.0] [batch_t 0.229 (0.246)] [data_t 0.008] [optim_t 0.220] [lr 0.002186] [CE 5.127 (4.469)] [KD 4.620 (4.372)] 2024-10-13 03:17:12,792 - Train: 35.09% [439000/1251000] [350.9/1000.0] [batch_t 0.224 (0.251)] [data_t 0.008] [optim_t 0.216] [lr 0.002185] [CE 4.009 (4.449)] [KD 3.941 (4.353)] 2024-10-13 03:17:24,542 - Train: 35.10% [439050/1251000] [351.0/1000.0] [batch_t 0.231 (0.235)] [data_t 0.007] [optim_t 0.224] [lr 0.002185] [CE 4.445 (4.402)] [KD 4.329 (4.297)] 2024-10-13 03:17:36,467 - Train: 35.10% [439100/1251000] [351.0/1000.0] [batch_t 0.213 (0.238)] [data_t 0.008] [optim_t 0.206] [lr 0.002185] [CE 4.526 (4.440)] [KD 4.263 (4.340)] 2024-10-13 03:17:46,044 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.174)] [top1_cnt 36035] [top5_cnt 45470] [top_all 50000] 2024-10-13 03:17:46,045 - net: 72.070 (90.940) 2024-10-13 03:17:54,948 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 38414] [top5_cnt 46612] [top_all 50000] 2024-10-13 03:17:54,949 - net_E: 76.828 (93.224) 2024-10-13 03:17:55,176 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.828 (epoch: 351)] 2024-10-13 03:17:55,177 - ==> Total time: 1 day, 6:39:47 Eta: 2 days, 8:41:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:18:20,279 - Train: 35.10% [439150/1251000] [351.0/1000.0] [batch_t 0.219 (0.253)] [data_t 0.007] [optim_t 0.212] [lr 0.002185] [CE 4.246 (4.432)] [KD 4.162 (4.228)] 2024-10-13 03:18:31,897 - Train: 35.11% [439200/1251000] [351.1/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.002185] [CE 4.589 (4.427)] [KD 4.317 (4.253)] 2024-10-13 03:18:44,491 - Train: 35.11% [439250/1251000] [351.1/1000.0] [batch_t 0.226 (0.252)] [data_t 0.010] [optim_t 0.216] [lr 0.002185] [CE 4.734 (4.400)] [KD 4.603 (4.264)] 2024-10-13 03:18:56,487 - Train: 35.12% [439300/1251000] [351.2/1000.0] [batch_t 0.253 (0.240)] [data_t 0.006] [optim_t 0.246] [lr 0.002184] [CE 4.495 (4.375)] [KD 4.163 (4.258)] 2024-10-13 03:19:08,710 - Train: 35.12% [439350/1251000] [351.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002184] [CE 4.530 (4.401)] [KD 4.441 (4.319)] 2024-10-13 03:19:20,954 - Train: 35.12% [439400/1251000] [351.2/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.002184] [CE 4.264 (4.478)] [KD 4.274 (4.340)] 2024-10-13 03:19:33,653 - Train: 35.13% [439450/1251000] [351.3/1000.0] [batch_t 0.248 (0.254)] [data_t 0.008] [optim_t 0.240] [lr 0.002184] [CE 4.620 (4.469)] [KD 4.596 (4.295)] 2024-10-13 03:19:46,067 - Train: 35.13% [439500/1251000] [351.3/1000.0] [batch_t 0.235 (0.248)] [data_t 0.006] [optim_t 0.228] [lr 0.002184] [CE 4.729 (4.480)] [KD 4.514 (4.366)] 2024-10-13 03:19:58,331 - Train: 35.14% [439550/1251000] [351.4/1000.0] [batch_t 0.228 (0.245)] [data_t 0.009] [optim_t 0.219] [lr 0.002184] [CE 4.394 (4.382)] [KD 4.259 (4.270)] 2024-10-13 03:20:10,537 - Train: 35.14% [439600/1251000] [351.4/1000.0] [batch_t 0.225 (0.244)] [data_t 0.007] [optim_t 0.218] [lr 0.002183] [CE 4.574 (4.417)] [KD 4.444 (4.314)] 2024-10-13 03:20:22,361 - Train: 35.14% [439650/1251000] [351.4/1000.0] [batch_t 0.230 (0.236)] [data_t 0.011] [optim_t 0.220] [lr 0.002183] [CE 4.159 (4.484)] [KD 4.256 (4.375)] 2024-10-13 03:20:34,438 - Train: 35.15% [439700/1251000] [351.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.010] [optim_t 0.228] [lr 0.002183] [CE 4.374 (4.414)] [KD 4.356 (4.294)] 2024-10-13 03:20:46,485 - Train: 35.15% [439750/1251000] [351.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.011] [optim_t 0.227] [lr 0.002183] [CE 4.579 (4.431)] [KD 4.279 (4.352)] 2024-10-13 03:20:58,513 - Train: 35.16% [439800/1251000] [351.6/1000.0] [batch_t 0.225 (0.240)] [data_t 0.010] [optim_t 0.216] [lr 0.002183] [CE 4.780 (4.466)] [KD 4.619 (4.334)] 2024-10-13 03:21:10,764 - Train: 35.16% [439850/1251000] [351.6/1000.0] [batch_t 0.226 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.002183] [CE 4.571 (4.414)] [KD 4.303 (4.305)] 2024-10-13 03:21:23,561 - Train: 35.16% [439900/1251000] [351.6/1000.0] [batch_t 0.236 (0.256)] [data_t 0.006] [optim_t 0.230] [lr 0.002182] [CE 3.950 (4.427)] [KD 3.940 (4.386)] 2024-10-13 03:21:35,862 - Train: 35.17% [439950/1251000] [351.7/1000.0] [batch_t 0.545 (0.246)] [data_t 0.009] [optim_t 0.536] [lr 0.002182] [CE 4.543 (4.452)] [KD 4.152 (4.296)] 2024-10-13 03:21:47,760 - Train: 35.17% [440000/1251000] [351.7/1000.0] [batch_t 0.233 (0.238)] [data_t 0.010] [optim_t 0.223] [lr 0.002182] [CE 4.562 (4.454)] [KD 4.164 (4.308)] 2024-10-13 03:21:59,888 - Train: 35.18% [440050/1251000] [351.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.227] [lr 0.002182] [CE 4.434 (4.475)] [KD 4.379 (4.337)] 2024-10-13 03:22:12,206 - Train: 35.18% [440100/1251000] [351.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.002182] [CE 4.536 (4.373)] [KD 4.365 (4.328)] 2024-10-13 03:22:24,656 - Train: 35.18% [440150/1251000] [351.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.010] [optim_t 0.229] [lr 0.002182] [CE 4.690 (4.495)] [KD 4.620 (4.439)] 2024-10-13 03:22:37,178 - Train: 35.19% [440200/1251000] [351.9/1000.0] [batch_t 0.241 (0.250)] [data_t 0.008] [optim_t 0.233] [lr 0.002181] [CE 4.199 (4.397)] [KD 4.419 (4.370)] 2024-10-13 03:22:50,201 - Train: 35.19% [440250/1251000] [351.9/1000.0] [batch_t 0.248 (0.260)] [data_t 0.008] [optim_t 0.240] [lr 0.002181] [CE 4.104 (4.382)] [KD 4.304 (4.413)] 2024-10-13 03:23:02,368 - Train: 35.20% [440300/1251000] [352.0/1000.0] [batch_t 0.251 (0.243)] [data_t 0.006] [optim_t 0.245] [lr 0.002181] [CE 3.972 (4.418)] [KD 4.101 (4.383)] 2024-10-13 03:23:14,229 - Train: 35.20% [440350/1251000] [352.0/1000.0] [batch_t 0.220 (0.237)] [data_t 0.006] [optim_t 0.213] [lr 0.002181] [CE 4.448 (4.384)] [KD 4.555 (4.284)] 2024-10-13 03:23:24,626 - Test (net): 100.00% [50/50] [batch_t 0.059 (0.187)] [top1_cnt 35752] [top5_cnt 45412] [top_all 50000] 2024-10-13 03:23:24,627 - net: 71.504 (90.824) 2024-10-13 03:23:33,753 - Test (net_E): 100.00% [50/50] [batch_t 0.086 (0.166)] [top1_cnt 38374] [top5_cnt 46643] [top_all 50000] 2024-10-13 03:23:33,754 - net_E: 76.748 (93.286) 2024-10-13 03:23:33,957 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.828 (epoch: 351)] 2024-10-13 03:23:33,958 - ==> Total time: 1 day, 6:45:26 Eta: 2 days, 8:37:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:23:48,988 - Train: 35.20% [440400/1251000] [352.0/1000.0] [batch_t 0.226 (0.253)] [data_t 0.008] [optim_t 0.218] [lr 0.002181] [CE 3.913 (4.468)] [KD 4.018 (4.253)] 2024-10-13 03:24:00,924 - Train: 35.21% [440450/1251000] [352.1/1000.0] [batch_t 0.216 (0.239)] [data_t 0.010] [optim_t 0.206] [lr 0.002181] [CE 4.482 (4.407)] [KD 4.251 (4.244)] 2024-10-13 03:24:13,280 - Train: 35.21% [440500/1251000] [352.1/1000.0] [batch_t 0.240 (0.247)] [data_t 0.010] [optim_t 0.230] [lr 0.002180] [CE 4.873 (4.357)] [KD 4.683 (4.267)] 2024-10-13 03:24:25,180 - Train: 35.22% [440550/1251000] [352.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.010] [optim_t 0.218] [lr 0.002180] [CE 4.397 (4.465)] [KD 4.150 (4.276)] 2024-10-13 03:24:37,163 - Train: 35.22% [440600/1251000] [352.2/1000.0] [batch_t 0.242 (0.239)] [data_t 0.008] [optim_t 0.235] [lr 0.002180] [CE 4.567 (4.431)] [KD 4.415 (4.293)] 2024-10-13 03:24:49,044 - Train: 35.22% [440650/1251000] [352.2/1000.0] [batch_t 0.222 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.002180] [CE 4.455 (4.445)] [KD 4.164 (4.285)] 2024-10-13 03:25:01,079 - Train: 35.23% [440700/1251000] [352.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.006] [optim_t 0.229] [lr 0.002180] [CE 3.935 (4.459)] [KD 4.395 (4.362)] 2024-10-13 03:25:13,088 - Train: 35.23% [440750/1251000] [352.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.002180] [CE 4.673 (4.493)] [KD 4.244 (4.342)] 2024-10-13 03:25:25,537 - Train: 35.24% [440800/1251000] [352.4/1000.0] [batch_t 0.227 (0.249)] [data_t 0.007] [optim_t 0.220] [lr 0.002179] [CE 4.706 (4.502)] [KD 4.644 (4.421)] 2024-10-13 03:25:37,586 - Train: 35.24% [440850/1251000] [352.4/1000.0] [batch_t 0.251 (0.241)] [data_t 0.009] [optim_t 0.242] [lr 0.002179] [CE 4.312 (4.396)] [KD 4.246 (4.351)] 2024-10-13 03:25:49,490 - Train: 35.24% [440900/1251000] [352.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.229] [lr 0.002179] [CE 4.010 (4.465)] [KD 3.926 (4.280)] 2024-10-13 03:26:01,484 - Train: 35.25% [440950/1251000] [352.5/1000.0] [batch_t 0.245 (0.240)] [data_t 0.010] [optim_t 0.235] [lr 0.002179] [CE 4.400 (4.410)] [KD 4.392 (4.341)] 2024-10-13 03:26:13,608 - Train: 35.25% [441000/1251000] [352.5/1000.0] [batch_t 0.230 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.002179] [CE 4.357 (4.430)] [KD 4.280 (4.379)] 2024-10-13 03:26:25,589 - Train: 35.26% [441050/1251000] [352.6/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.221] [lr 0.002179] [CE 4.889 (4.431)] [KD 4.677 (4.418)] 2024-10-13 03:26:38,099 - Train: 35.26% [441100/1251000] [352.6/1000.0] [batch_t 0.224 (0.250)] [data_t 0.008] [optim_t 0.215] [lr 0.002178] [CE 4.020 (4.398)] [KD 4.216 (4.309)] 2024-10-13 03:26:50,450 - Train: 35.26% [441150/1251000] [352.6/1000.0] [batch_t 0.228 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.002178] [CE 4.383 (4.450)] [KD 4.434 (4.343)] 2024-10-13 03:27:02,285 - Train: 35.27% [441200/1251000] [352.7/1000.0] [batch_t 0.246 (0.237)] [data_t 0.008] [optim_t 0.238] [lr 0.002178] [CE 4.186 (4.452)] [KD 4.428 (4.372)] 2024-10-13 03:27:14,567 - Train: 35.27% [441250/1251000] [352.7/1000.0] [batch_t 0.241 (0.245)] [data_t 0.008] [optim_t 0.233] [lr 0.002178] [CE 5.017 (4.496)] [KD 4.710 (4.379)] 2024-10-13 03:27:26,863 - Train: 35.28% [441300/1251000] [352.8/1000.0] [batch_t 0.228 (0.246)] [data_t 0.011] [optim_t 0.217] [lr 0.002178] [CE 4.205 (4.544)] [KD 4.121 (4.436)] 2024-10-13 03:27:38,974 - Train: 35.28% [441350/1251000] [352.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002178] [CE 4.132 (4.382)] [KD 4.149 (4.291)] 2024-10-13 03:27:51,271 - Train: 35.28% [441400/1251000] [352.8/1000.0] [batch_t 0.250 (0.246)] [data_t 0.007] [optim_t 0.243] [lr 0.002177] [CE 4.038 (4.447)] [KD 4.110 (4.300)] 2024-10-13 03:28:03,724 - Train: 35.29% [441450/1251000] [352.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.223] [lr 0.002177] [CE 5.030 (4.427)] [KD 4.682 (4.320)] 2024-10-13 03:28:15,705 - Train: 35.29% [441500/1251000] [352.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002177] [CE 4.469 (4.386)] [KD 4.165 (4.284)] 2024-10-13 03:28:27,839 - Train: 35.30% [441550/1251000] [353.0/1000.0] [batch_t 0.242 (0.242)] [data_t 0.008] [optim_t 0.234] [lr 0.002177] [CE 4.568 (4.439)] [KD 4.428 (4.358)] 2024-10-13 03:28:39,469 - Train: 35.30% [441600/1251000] [353.0/1000.0] [batch_t 0.218 (0.232)] [data_t 0.008] [optim_t 0.210] [lr 0.002177] [CE 4.476 (4.442)] [KD 4.336 (4.355)] 2024-10-13 03:28:50,935 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.205)] [top1_cnt 35622] [top5_cnt 45343] [top_all 50000] 2024-10-13 03:28:50,936 - net: 71.244 (90.686) 2024-10-13 03:29:02,151 - Test (net_E): 100.00% [50/50] [batch_t 0.471 (0.209)] [top1_cnt 38391] [top5_cnt 46611] [top_all 50000] 2024-10-13 03:29:02,151 - net_E: 76.782 (93.222) 2024-10-13 03:29:02,332 - Max [top1: 72.084 (epoch: 332)] [top1-ema: 76.828 (epoch: 351)] 2024-10-13 03:29:02,332 - ==> Total time: 1 day, 6:50:55 Eta: 2 days, 8:32:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:29:20,078 - Train: 35.30% [441650/1251000] [353.0/1000.0] [batch_t 0.245 (0.248)] [data_t 0.007] [optim_t 0.238] [lr 0.002177] [CE 4.163 (4.431)] [KD 4.235 (4.334)] 2024-10-13 03:29:32,658 - Train: 35.31% [441700/1251000] [353.1/1000.0] [batch_t 0.256 (0.251)] [data_t 0.009] [optim_t 0.247] [lr 0.002176] [CE 4.331 (4.389)] [KD 4.421 (4.361)] 2024-10-13 03:29:45,003 - Train: 35.31% [441750/1251000] [353.1/1000.0] [batch_t 0.225 (0.247)] [data_t 0.008] [optim_t 0.217] [lr 0.002176] [CE 4.787 (4.377)] [KD 4.425 (4.290)] 2024-10-13 03:29:56,952 - Train: 35.32% [441800/1251000] [353.2/1000.0] [batch_t 0.223 (0.239)] [data_t 0.010] [optim_t 0.213] [lr 0.002176] [CE 4.382 (4.335)] [KD 4.374 (4.265)] 2024-10-13 03:30:09,086 - Train: 35.32% [441850/1251000] [353.2/1000.0] [batch_t 0.242 (0.243)] [data_t 0.008] [optim_t 0.233] [lr 0.002176] [CE 3.825 (4.460)] [KD 4.090 (4.303)] 2024-10-13 03:30:21,199 - Train: 35.32% [441900/1251000] [353.2/1000.0] [batch_t 0.224 (0.242)] [data_t 0.007] [optim_t 0.217] [lr 0.002176] [CE 4.961 (4.387)] [KD 4.746 (4.338)] 2024-10-13 03:30:33,413 - Train: 35.33% [441950/1251000] [353.3/1000.0] [batch_t 0.254 (0.244)] [data_t 0.007] [optim_t 0.247] [lr 0.002176] [CE 4.821 (4.381)] [KD 4.491 (4.289)] 2024-10-13 03:30:45,476 - Train: 35.33% [442000/1251000] [353.3/1000.0] [batch_t 0.231 (0.241)] [data_t 0.007] [optim_t 0.224] [lr 0.002175] [CE 4.865 (4.495)] [KD 4.546 (4.378)] 2024-10-13 03:30:57,348 - Train: 35.34% [442050/1251000] [353.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.229] [lr 0.002175] [CE 5.040 (4.445)] [KD 4.466 (4.318)] 2024-10-13 03:31:09,822 - Train: 35.34% [442100/1251000] [353.4/1000.0] [batch_t 0.215 (0.249)] [data_t 0.007] [optim_t 0.209] [lr 0.002175] [CE 3.966 (4.462)] [KD 4.106 (4.295)] 2024-10-13 03:31:21,860 - Train: 35.34% [442150/1251000] [353.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.007] [optim_t 0.231] [lr 0.002175] [CE 4.131 (4.376)] [KD 4.035 (4.248)] 2024-10-13 03:31:33,915 - Train: 35.35% [442200/1251000] [353.5/1000.0] [batch_t 0.249 (0.241)] [data_t 0.007] [optim_t 0.242] [lr 0.002175] [CE 4.688 (4.464)] [KD 4.421 (4.305)] 2024-10-13 03:31:46,061 - Train: 35.35% [442250/1251000] [353.5/1000.0] [batch_t 0.225 (0.243)] [data_t 0.007] [optim_t 0.217] [lr 0.002175] [CE 4.727 (4.494)] [KD 4.436 (4.370)] 2024-10-13 03:31:57,792 - Train: 35.36% [442300/1251000] [353.6/1000.0] [batch_t 0.241 (0.234)] [data_t 0.008] [optim_t 0.234] [lr 0.002174] [CE 3.929 (4.435)] [KD 4.354 (4.408)] 2024-10-13 03:32:10,305 - Train: 35.36% [442350/1251000] [353.6/1000.0] [batch_t 0.242 (0.250)] [data_t 0.007] [optim_t 0.234] [lr 0.002174] [CE 4.653 (4.436)] [KD 4.709 (4.369)] 2024-10-13 03:32:22,722 - Train: 35.36% [442400/1251000] [353.6/1000.0] [batch_t 0.250 (0.248)] [data_t 0.008] [optim_t 0.242] [lr 0.002174] [CE 4.235 (4.449)] [KD 4.255 (4.442)] 2024-10-13 03:32:34,597 - Train: 35.37% [442450/1251000] [353.7/1000.0] [batch_t 0.236 (0.237)] [data_t 0.007] [optim_t 0.229] [lr 0.002174] [CE 4.322 (4.402)] [KD 4.626 (4.359)] 2024-10-13 03:32:46,668 - Train: 35.37% [442500/1251000] [353.7/1000.0] [batch_t 0.229 (0.241)] [data_t 0.008] [optim_t 0.222] [lr 0.002174] [CE 4.807 (4.462)] [KD 4.506 (4.408)] 2024-10-13 03:32:58,703 - Train: 35.38% [442550/1251000] [353.8/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.002174] [CE 4.798 (4.447)] [KD 4.677 (4.413)] 2024-10-13 03:33:10,466 - Train: 35.38% [442600/1251000] [353.8/1000.0] [batch_t 0.237 (0.235)] [data_t 0.007] [optim_t 0.230] [lr 0.002173] [CE 4.351 (4.438)] [KD 4.422 (4.355)] 2024-10-13 03:33:22,370 - Train: 35.38% [442650/1251000] [353.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.002173] [CE 4.717 (4.512)] [KD 4.263 (4.390)] 2024-10-13 03:33:35,048 - Train: 35.39% [442700/1251000] [353.9/1000.0] [batch_t 0.233 (0.253)] [data_t 0.007] [optim_t 0.227] [lr 0.002173] [CE 4.082 (4.526)] [KD 3.899 (4.344)] 2024-10-13 03:33:46,933 - Train: 35.39% [442750/1251000] [353.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.008] [optim_t 0.227] [lr 0.002173] [CE 4.324 (4.336)] [KD 4.422 (4.311)] 2024-10-13 03:33:58,779 - Train: 35.40% [442800/1251000] [354.0/1000.0] [batch_t 0.221 (0.237)] [data_t 0.007] [optim_t 0.214] [lr 0.002173] [CE 4.478 (4.496)] [KD 4.416 (4.349)] 2024-10-13 03:34:10,487 - Train: 35.40% [442850/1251000] [354.0/1000.0] [batch_t 0.199 (0.234)] [data_t 0.007] [optim_t 0.192] [lr 0.002173] [CE 4.426 (4.470)] [KD 4.350 (4.360)] 2024-10-13 03:34:21,250 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.187)] [top1_cnt 36183] [top5_cnt 45511] [top_all 50000] 2024-10-13 03:34:21,251 - net: 72.366 (91.022) 2024-10-13 03:34:30,295 - Test (net_E): 100.00% [50/50] [batch_t 0.474 (0.164)] [top1_cnt 38387] [top5_cnt 46619] [top_all 50000] 2024-10-13 03:34:30,296 - net_E: 76.774 (93.238) 2024-10-13 03:34:30,512 - Max [top1: 72.366 (epoch: 354)] [top1-ema: 76.828 (epoch: 351)] 2024-10-13 03:34:30,513 - ==> Total time: 1 day, 6:56:23 Eta: 2 days, 8:27:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:34:53,879 - Train: 35.40% [442900/1251000] [354.0/1000.0] [batch_t 0.245 (0.251)] [data_t 0.011] [optim_t 0.233] [lr 0.002172] [CE 4.371 (4.436)] [KD 4.434 (4.264)] 2024-10-13 03:35:06,213 - Train: 35.41% [442950/1251000] [354.1/1000.0] [batch_t 0.261 (0.247)] [data_t 0.008] [optim_t 0.253] [lr 0.002172] [CE 4.776 (4.423)] [KD 4.395 (4.288)] 2024-10-13 03:35:17,705 - Train: 35.41% [443000/1251000] [354.1/1000.0] [batch_t 0.216 (0.230)] [data_t 0.009] [optim_t 0.207] [lr 0.002172] [CE 4.377 (4.358)] [KD 4.544 (4.223)] 2024-10-13 03:35:30,132 - Train: 35.42% [443050/1251000] [354.2/1000.0] [batch_t 0.254 (0.248)] [data_t 0.008] [optim_t 0.246] [lr 0.002172] [CE 4.316 (4.402)] [KD 4.275 (4.299)] 2024-10-13 03:35:42,369 - Train: 35.42% [443100/1251000] [354.2/1000.0] [batch_t 0.249 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.002172] [CE 4.651 (4.440)] [KD 4.223 (4.303)] 2024-10-13 03:35:54,582 - Train: 35.42% [443150/1251000] [354.2/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.002172] [CE 4.746 (4.434)] [KD 4.421 (4.268)] 2024-10-13 03:36:06,912 - Train: 35.43% [443200/1251000] [354.3/1000.0] [batch_t 0.242 (0.246)] [data_t 0.010] [optim_t 0.233] [lr 0.002171] [CE 4.222 (4.447)] [KD 4.408 (4.338)] 2024-10-13 03:36:18,849 - Train: 35.43% [443250/1251000] [354.3/1000.0] [batch_t 0.230 (0.238)] [data_t 0.008] [optim_t 0.222] [lr 0.002171] [CE 4.451 (4.375)] [KD 4.501 (4.280)] 2024-10-13 03:36:31,051 - Train: 35.44% [443300/1251000] [354.4/1000.0] [batch_t 0.245 (0.244)] [data_t 0.007] [optim_t 0.238] [lr 0.002171] [CE 4.358 (4.493)] [KD 4.196 (4.314)] 2024-10-13 03:36:44,171 - Train: 35.44% [443350/1251000] [354.4/1000.0] [batch_t 0.438 (0.262)] [data_t 0.006] [optim_t 0.431] [lr 0.002171] [CE 4.625 (4.503)] [KD 4.110 (4.319)] 2024-10-13 03:36:56,033 - Train: 35.44% [443400/1251000] [354.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.002171] [CE 4.659 (4.438)] [KD 4.472 (4.330)] 2024-10-13 03:37:08,050 - Train: 35.45% [443450/1251000] [354.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.002171] [CE 4.703 (4.420)] [KD 4.869 (4.315)] 2024-10-13 03:37:20,387 - Train: 35.45% [443500/1251000] [354.5/1000.0] [batch_t 0.226 (0.247)] [data_t 0.008] [optim_t 0.218] [lr 0.002170] [CE 4.416 (4.450)] [KD 4.196 (4.387)] 2024-10-13 03:37:32,745 - Train: 35.46% [443550/1251000] [354.6/1000.0] [batch_t 0.409 (0.247)] [data_t 0.007] [optim_t 0.402] [lr 0.002170] [CE 4.665 (4.506)] [KD 4.528 (4.432)] 2024-10-13 03:37:44,921 - Train: 35.46% [443600/1251000] [354.6/1000.0] [batch_t 0.223 (0.243)] [data_t 0.008] [optim_t 0.215] [lr 0.002170] [CE 4.670 (4.463)] [KD 4.679 (4.373)] 2024-10-13 03:37:56,996 - Train: 35.46% [443650/1251000] [354.6/1000.0] [batch_t 0.436 (0.241)] [data_t 0.009] [optim_t 0.426] [lr 0.002170] [CE 4.394 (4.351)] [KD 4.003 (4.292)] 2024-10-13 03:38:08,699 - Train: 35.47% [443700/1251000] [354.7/1000.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.002170] [CE 4.621 (4.406)] [KD 4.456 (4.282)] 2024-10-13 03:38:20,711 - Train: 35.47% [443750/1251000] [354.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.002170] [CE 4.620 (4.362)] [KD 4.054 (4.281)] 2024-10-13 03:38:32,248 - Train: 35.48% [443800/1251000] [354.8/1000.0] [batch_t 0.231 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.002169] [CE 4.432 (4.288)] [KD 4.388 (4.161)] 2024-10-13 03:38:44,509 - Train: 35.48% [443850/1251000] [354.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.228] [lr 0.002169] [CE 4.432 (4.398)] [KD 4.226 (4.302)] 2024-10-13 03:38:56,246 - Train: 35.48% [443900/1251000] [354.8/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.002169] [CE 4.277 (4.424)] [KD 4.151 (4.327)] 2024-10-13 03:39:08,736 - Train: 35.49% [443950/1251000] [354.9/1000.0] [batch_t 0.220 (0.250)] [data_t 0.010] [optim_t 0.211] [lr 0.002169] [CE 4.561 (4.470)] [KD 4.340 (4.331)] 2024-10-13 03:39:20,606 - Train: 35.49% [444000/1251000] [354.9/1000.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.213] [lr 0.002169] [CE 4.459 (4.419)] [KD 4.300 (4.351)] 2024-10-13 03:39:32,401 - Train: 35.50% [444050/1251000] [355.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.002168] [CE 4.443 (4.458)] [KD 4.271 (4.354)] 2024-10-13 03:39:43,875 - Train: 35.50% [444100/1251000] [355.0/1000.0] [batch_t 0.204 (0.229)] [data_t 0.008] [optim_t 0.197] [lr 0.002168] [CE 4.340 (4.446)] [KD 4.392 (4.291)] 2024-10-13 03:39:53,142 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.152)] [top1_cnt 35935] [top5_cnt 45466] [top_all 50000] 2024-10-13 03:39:53,143 - net: 71.870 (90.932) 2024-10-13 03:40:02,576 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.173)] [top1_cnt 38431] [top5_cnt 46618] [top_all 50000] 2024-10-13 03:40:02,577 - net_E: 76.862 (93.236) 2024-10-13 03:40:02,769 - Max [top1: 72.366 (epoch: 354)] [top1-ema: 76.862 (epoch: 355)] 2024-10-13 03:40:02,769 - ==> Total time: 1 day, 7:01:55 Eta: 2 days, 8:22:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:40:28,141 - Train: 35.50% [444150/1251000] [355.0/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.002168] [CE 4.350 (4.382)] [KD 4.274 (4.239)] 2024-10-13 03:40:40,845 - Train: 35.51% [444200/1251000] [355.1/1000.0] [batch_t 0.222 (0.254)] [data_t 0.010] [optim_t 0.212] [lr 0.002168] [CE 4.427 (4.427)] [KD 4.181 (4.203)] 2024-10-13 03:40:52,765 - Train: 35.51% [444250/1251000] [355.1/1000.0] [batch_t 0.223 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.002168] [CE 4.914 (4.364)] [KD 4.357 (4.198)] 2024-10-13 03:41:04,684 - Train: 35.52% [444300/1251000] [355.2/1000.0] [batch_t 0.242 (0.238)] [data_t 0.007] [optim_t 0.235] [lr 0.002168] [CE 4.332 (4.371)] [KD 4.414 (4.176)] 2024-10-13 03:41:16,830 - Train: 35.52% [444350/1251000] [355.2/1000.0] [batch_t 0.222 (0.243)] [data_t 0.010] [optim_t 0.211] [lr 0.002167] [CE 4.548 (4.466)] [KD 4.291 (4.336)] 2024-10-13 03:41:29,197 - Train: 35.52% [444400/1251000] [355.2/1000.0] [batch_t 0.659 (0.247)] [data_t 0.006] [optim_t 0.653] [lr 0.002167] [CE 4.492 (4.439)] [KD 4.055 (4.376)] 2024-10-13 03:41:41,063 - Train: 35.53% [444450/1251000] [355.3/1000.0] [batch_t 0.242 (0.237)] [data_t 0.006] [optim_t 0.236] [lr 0.002167] [CE 4.633 (4.520)] [KD 4.552 (4.360)] 2024-10-13 03:41:53,418 - Train: 35.53% [444500/1251000] [355.3/1000.0] [batch_t 0.227 (0.247)] [data_t 0.006] [optim_t 0.221] [lr 0.002167] [CE 4.545 (4.379)] [KD 4.594 (4.292)] 2024-10-13 03:42:05,258 - Train: 35.54% [444550/1251000] [355.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.010] [optim_t 0.229] [lr 0.002167] [CE 4.467 (4.407)] [KD 4.118 (4.272)] 2024-10-13 03:42:17,020 - Train: 35.54% [444600/1251000] [355.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.008] [optim_t 0.225] [lr 0.002167] [CE 4.744 (4.434)] [KD 4.610 (4.285)] 2024-10-13 03:42:29,168 - Train: 35.54% [444650/1251000] [355.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.002166] [CE 4.899 (4.443)] [KD 4.552 (4.293)] 2024-10-13 03:42:41,245 - Train: 35.55% [444700/1251000] [355.5/1000.0] [batch_t 0.245 (0.241)] [data_t 0.011] [optim_t 0.234] [lr 0.002166] [CE 4.424 (4.474)] [KD 4.497 (4.292)] 2024-10-13 03:42:52,996 - Train: 35.55% [444750/1251000] [355.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.007] [optim_t 0.226] [lr 0.002166] [CE 4.350 (4.475)] [KD 4.067 (4.332)] 2024-10-13 03:43:05,322 - Train: 35.56% [444800/1251000] [355.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.002166] [CE 4.139 (4.369)] [KD 4.249 (4.254)] 2024-10-13 03:43:17,386 - Train: 35.56% [444850/1251000] [355.6/1000.0] [batch_t 0.240 (0.241)] [data_t 0.007] [optim_t 0.233] [lr 0.002166] [CE 4.370 (4.461)] [KD 4.120 (4.332)] 2024-10-13 03:43:29,185 - Train: 35.56% [444900/1251000] [355.6/1000.0] [batch_t 0.244 (0.236)] [data_t 0.007] [optim_t 0.237] [lr 0.002166] [CE 4.017 (4.436)] [KD 4.182 (4.326)] 2024-10-13 03:43:41,408 - Train: 35.57% [444950/1251000] [355.7/1000.0] [batch_t 0.222 (0.244)] [data_t 0.010] [optim_t 0.212] [lr 0.002165] [CE 4.501 (4.445)] [KD 4.295 (4.362)] 2024-10-13 03:43:53,803 - Train: 35.57% [445000/1251000] [355.7/1000.0] [batch_t 0.226 (0.248)] [data_t 0.010] [optim_t 0.216] [lr 0.002165] [CE 4.435 (4.452)] [KD 4.361 (4.326)] 2024-10-13 03:44:05,960 - Train: 35.58% [445050/1251000] [355.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002165] [CE 4.949 (4.490)] [KD 4.871 (4.319)] 2024-10-13 03:44:18,038 - Train: 35.58% [445100/1251000] [355.8/1000.0] [batch_t 0.238 (0.241)] [data_t 0.007] [optim_t 0.230] [lr 0.002165] [CE 4.326 (4.448)] [KD 4.458 (4.332)] 2024-10-13 03:44:30,408 - Train: 35.58% [445150/1251000] [355.8/1000.0] [batch_t 0.227 (0.247)] [data_t 0.006] [optim_t 0.221] [lr 0.002165] [CE 4.007 (4.480)] [KD 4.026 (4.370)] 2024-10-13 03:44:42,469 - Train: 35.59% [445200/1251000] [355.9/1000.0] [batch_t 0.244 (0.241)] [data_t 0.006] [optim_t 0.238] [lr 0.002165] [CE 4.699 (4.414)] [KD 4.503 (4.279)] 2024-10-13 03:44:54,755 - Train: 35.59% [445250/1251000] [355.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.002164] [CE 4.532 (4.431)] [KD 4.488 (4.332)] 2024-10-13 03:45:07,060 - Train: 35.60% [445300/1251000] [356.0/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.002164] [CE 4.298 (4.469)] [KD 4.040 (4.301)] 2024-10-13 03:45:18,551 - Train: 35.60% [445350/1251000] [356.0/1000.0] [batch_t 0.211 (0.230)] [data_t 0.009] [optim_t 0.203] [lr 0.002164] [CE 4.417 (4.488)] [KD 4.274 (4.340)] 2024-10-13 03:45:29,385 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.180)] [top1_cnt 35856] [top5_cnt 45394] [top_all 50000] 2024-10-13 03:45:29,386 - net: 71.712 (90.788) 2024-10-13 03:45:38,498 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.165)] [top1_cnt 38425] [top5_cnt 46626] [top_all 50000] 2024-10-13 03:45:38,499 - net_E: 76.850 (93.252) 2024-10-13 03:45:38,711 - Max [top1: 72.366 (epoch: 354)] [top1-ema: 76.862 (epoch: 355)] 2024-10-13 03:45:38,712 - ==> Total time: 1 day, 7:07:31 Eta: 2 days, 8:18:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:45:52,746 - Train: 35.60% [445400/1251000] [356.0/1000.0] [batch_t 0.225 (0.253)] [data_t 0.010] [optim_t 0.215] [lr 0.002164] [CE 4.430 (4.393)] [KD 4.306 (4.297)] 2024-10-13 03:46:05,317 - Train: 35.61% [445450/1251000] [356.1/1000.0] [batch_t 0.238 (0.251)] [data_t 0.010] [optim_t 0.228] [lr 0.002164] [CE 4.270 (4.444)] [KD 4.351 (4.330)] 2024-10-13 03:46:17,389 - Train: 35.61% [445500/1251000] [356.1/1000.0] [batch_t 0.220 (0.241)] [data_t 0.008] [optim_t 0.212] [lr 0.002164] [CE 3.879 (4.402)] [KD 4.019 (4.355)] 2024-10-13 03:46:29,112 - Train: 35.62% [445550/1251000] [356.2/1000.0] [batch_t 0.221 (0.234)] [data_t 0.011] [optim_t 0.211] [lr 0.002163] [CE 4.646 (4.495)] [KD 4.302 (4.298)] 2024-10-13 03:46:41,055 - Train: 35.62% [445600/1251000] [356.2/1000.0] [batch_t 0.408 (0.239)] [data_t 0.006] [optim_t 0.402] [lr 0.002163] [CE 4.524 (4.416)] [KD 4.315 (4.285)] 2024-10-13 03:46:52,880 - Train: 35.62% [445650/1251000] [356.2/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.002163] [CE 4.773 (4.445)] [KD 4.462 (4.300)] 2024-10-13 03:47:05,166 - Train: 35.63% [445700/1251000] [356.3/1000.0] [batch_t 0.428 (0.246)] [data_t 0.006] [optim_t 0.421] [lr 0.002163] [CE 4.322 (4.422)] [KD 4.164 (4.323)] 2024-10-13 03:47:17,715 - Train: 35.63% [445750/1251000] [356.3/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.002163] [CE 4.409 (4.365)] [KD 4.212 (4.273)] 2024-10-13 03:47:29,510 - Train: 35.64% [445800/1251000] [356.4/1000.0] [batch_t 0.247 (0.236)] [data_t 0.010] [optim_t 0.237] [lr 0.002163] [CE 4.629 (4.489)] [KD 4.486 (4.369)] 2024-10-13 03:47:41,490 - Train: 35.64% [445850/1251000] [356.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002162] [CE 3.939 (4.452)] [KD 4.014 (4.347)] 2024-10-13 03:47:53,263 - Train: 35.64% [445900/1251000] [356.4/1000.0] [batch_t 0.214 (0.235)] [data_t 0.010] [optim_t 0.204] [lr 0.002162] [CE 4.270 (4.444)] [KD 4.154 (4.359)] 2024-10-13 03:48:05,041 - Train: 35.65% [445950/1251000] [356.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.010] [optim_t 0.223] [lr 0.002162] [CE 4.034 (4.441)] [KD 4.015 (4.286)] 2024-10-13 03:48:17,121 - Train: 35.65% [446000/1251000] [356.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.221] [lr 0.002162] [CE 4.605 (4.443)] [KD 4.521 (4.331)] 2024-10-13 03:48:29,091 - Train: 35.66% [446050/1251000] [356.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.002162] [CE 4.242 (4.469)] [KD 4.154 (4.360)] 2024-10-13 03:48:41,793 - Train: 35.66% [446100/1251000] [356.6/1000.0] [batch_t 0.420 (0.254)] [data_t 0.009] [optim_t 0.410] [lr 0.002162] [CE 4.759 (4.458)] [KD 4.317 (4.384)] 2024-10-13 03:48:53,484 - Train: 35.66% [446150/1251000] [356.6/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.002161] [CE 4.119 (4.446)] [KD 4.073 (4.318)] 2024-10-13 03:49:05,036 - Train: 35.67% [446200/1251000] [356.7/1000.0] [batch_t 0.244 (0.231)] [data_t 0.009] [optim_t 0.235] [lr 0.002161] [CE 4.082 (4.408)] [KD 4.139 (4.327)] 2024-10-13 03:49:17,301 - Train: 35.67% [446250/1251000] [356.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.011] [optim_t 0.224] [lr 0.002161] [CE 3.948 (4.418)] [KD 4.131 (4.363)] 2024-10-13 03:49:29,250 - Train: 35.68% [446300/1251000] [356.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002161] [CE 4.954 (4.397)] [KD 4.616 (4.305)] 2024-10-13 03:49:41,180 - Train: 35.68% [446350/1251000] [356.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.010] [optim_t 0.224] [lr 0.002161] [CE 4.229 (4.367)] [KD 4.390 (4.243)] 2024-10-13 03:49:53,397 - Train: 35.68% [446400/1251000] [356.8/1000.0] [batch_t 0.218 (0.244)] [data_t 0.006] [optim_t 0.212] [lr 0.002161] [CE 4.159 (4.435)] [KD 4.257 (4.277)] 2024-10-13 03:50:05,647 - Train: 35.69% [446450/1251000] [356.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.002160] [CE 4.724 (4.444)] [KD 4.526 (4.329)] 2024-10-13 03:50:17,433 - Train: 35.69% [446500/1251000] [356.9/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.002160] [CE 4.407 (4.376)] [KD 4.001 (4.260)] 2024-10-13 03:50:29,329 - Train: 35.70% [446550/1251000] [357.0/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.229] [lr 0.002160] [CE 4.290 (4.488)] [KD 3.962 (4.322)] 2024-10-13 03:50:41,055 - Train: 35.70% [446600/1251000] [357.0/1000.0] [batch_t 0.206 (0.234)] [data_t 0.008] [optim_t 0.198] [lr 0.002160] [CE 4.586 (4.503)] [KD 4.694 (4.353)] 2024-10-13 03:50:51,728 - Test (net): 100.00% [50/50] [batch_t 0.065 (0.169)] [top1_cnt 35863] [top5_cnt 45292] [top_all 50000] 2024-10-13 03:50:51,729 - net: 71.726 (90.584) 2024-10-13 03:51:00,526 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 38439] [top5_cnt 46632] [top_all 50000] 2024-10-13 03:51:00,527 - net_E: 76.878 (93.264) 2024-10-13 03:51:00,724 - Max [top1: 72.366 (epoch: 354)] [top1-ema: 76.878 (epoch: 357)] 2024-10-13 03:51:00,725 - ==> Total time: 1 day, 7:12:53 Eta: 2 days, 8:13:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:51:26,192 - Train: 35.70% [446650/1251000] [357.0/1000.0] [batch_t 0.228 (0.249)] [data_t 0.009] [optim_t 0.219] [lr 0.002160] [CE 4.995 (4.497)] [KD 4.499 (4.299)] 2024-10-13 03:51:38,745 - Train: 35.71% [446700/1251000] [357.1/1000.0] [batch_t 0.222 (0.251)] [data_t 0.009] [optim_t 0.213] [lr 0.002160] [CE 4.977 (4.410)] [KD 4.636 (4.381)] 2024-10-13 03:51:50,440 - Train: 35.71% [446750/1251000] [357.1/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002159] [CE 3.952 (4.424)] [KD 3.982 (4.299)] 2024-10-13 03:52:02,059 - Train: 35.72% [446800/1251000] [357.2/1000.0] [batch_t 0.234 (0.232)] [data_t 0.007] [optim_t 0.227] [lr 0.002159] [CE 4.013 (4.375)] [KD 4.119 (4.230)] 2024-10-13 03:52:13,865 - Train: 35.72% [446850/1251000] [357.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.002159] [CE 4.429 (4.362)] [KD 4.393 (4.262)] 2024-10-13 03:52:26,200 - Train: 35.72% [446900/1251000] [357.2/1000.0] [batch_t 0.230 (0.247)] [data_t 0.010] [optim_t 0.220] [lr 0.002159] [CE 4.736 (4.409)] [KD 4.291 (4.232)] 2024-10-13 03:52:38,148 - Train: 35.73% [446950/1251000] [357.3/1000.0] [batch_t 0.246 (0.239)] [data_t 0.010] [optim_t 0.237] [lr 0.002159] [CE 4.395 (4.350)] [KD 4.462 (4.321)] 2024-10-13 03:52:50,455 - Train: 35.73% [447000/1251000] [357.3/1000.0] [batch_t 0.220 (0.246)] [data_t 0.007] [optim_t 0.213] [lr 0.002159] [CE 4.001 (4.424)] [KD 4.040 (4.268)] 2024-10-13 03:53:02,527 - Train: 35.74% [447050/1251000] [357.4/1000.0] [batch_t 0.239 (0.241)] [data_t 0.008] [optim_t 0.232] [lr 0.002158] [CE 4.797 (4.411)] [KD 4.455 (4.332)] 2024-10-13 03:53:14,720 - Train: 35.74% [447100/1251000] [357.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002158] [CE 4.535 (4.386)] [KD 4.457 (4.297)] 2024-10-13 03:53:26,692 - Train: 35.74% [447150/1251000] [357.4/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.218] [lr 0.002158] [CE 4.438 (4.468)] [KD 4.235 (4.304)] 2024-10-13 03:53:38,543 - Train: 35.75% [447200/1251000] [357.5/1000.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.002158] [CE 4.595 (4.440)] [KD 4.515 (4.296)] 2024-10-13 03:53:50,156 - Train: 35.75% [447250/1251000] [357.5/1000.0] [batch_t 0.233 (0.232)] [data_t 0.009] [optim_t 0.224] [lr 0.002158] [CE 4.660 (4.449)] [KD 4.317 (4.240)] 2024-10-13 03:54:02,926 - Train: 35.76% [447300/1251000] [357.6/1000.0] [batch_t 0.220 (0.255)] [data_t 0.007] [optim_t 0.213] [lr 0.002158] [CE 4.778 (4.492)] [KD 4.487 (4.269)] 2024-10-13 03:54:14,727 - Train: 35.76% [447350/1251000] [357.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002157] [CE 5.141 (4.442)] [KD 4.588 (4.306)] 2024-10-13 03:54:26,399 - Train: 35.76% [447400/1251000] [357.6/1000.0] [batch_t 0.241 (0.233)] [data_t 0.008] [optim_t 0.234] [lr 0.002157] [CE 4.457 (4.350)] [KD 4.405 (4.247)] 2024-10-13 03:54:38,575 - Train: 35.77% [447450/1251000] [357.7/1000.0] [batch_t 0.217 (0.243)] [data_t 0.007] [optim_t 0.210] [lr 0.002157] [CE 4.397 (4.406)] [KD 4.188 (4.325)] 2024-10-13 03:54:50,808 - Train: 35.77% [447500/1251000] [357.7/1000.0] [batch_t 0.245 (0.244)] [data_t 0.011] [optim_t 0.234] [lr 0.002157] [CE 4.680 (4.433)] [KD 4.250 (4.320)] 2024-10-13 03:55:02,938 - Train: 35.78% [447550/1251000] [357.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.002157] [CE 4.514 (4.396)] [KD 4.218 (4.236)] 2024-10-13 03:55:15,124 - Train: 35.78% [447600/1251000] [357.8/1000.0] [batch_t 0.227 (0.244)] [data_t 0.006] [optim_t 0.220] [lr 0.002157] [CE 5.115 (4.483)] [KD 4.947 (4.343)] 2024-10-13 03:55:26,945 - Train: 35.78% [447650/1251000] [357.8/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002156] [CE 4.203 (4.369)] [KD 4.266 (4.338)] 2024-10-13 03:55:38,899 - Train: 35.79% [447700/1251000] [357.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.011] [optim_t 0.221] [lr 0.002156] [CE 4.734 (4.410)] [KD 4.378 (4.315)] 2024-10-13 03:55:50,976 - Train: 35.79% [447750/1251000] [357.9/1000.0] [batch_t 0.220 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.002156] [CE 4.104 (4.368)] [KD 4.316 (4.354)] 2024-10-13 03:56:02,674 - Train: 35.80% [447800/1251000] [358.0/1000.0] [batch_t 0.221 (0.234)] [data_t 0.006] [optim_t 0.215] [lr 0.002156] [CE 4.537 (4.471)] [KD 4.419 (4.351)] 2024-10-13 03:56:14,220 - Train: 35.80% [447850/1251000] [358.0/1000.0] [batch_t 0.205 (0.231)] [data_t 0.005] [optim_t 0.199] [lr 0.002156] [CE 4.289 (4.425)] [KD 4.328 (4.357)] 2024-10-13 03:56:26,265 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.195)] [top1_cnt 35970] [top5_cnt 45426] [top_all 50000] 2024-10-13 03:56:26,265 - net: 71.940 (90.852) 2024-10-13 03:56:35,237 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 38420] [top5_cnt 46643] [top_all 50000] 2024-10-13 03:56:35,238 - net_E: 76.840 (93.286) 2024-10-13 03:56:35,457 - Max [top1: 72.366 (epoch: 354)] [top1-ema: 76.878 (epoch: 357)] 2024-10-13 03:56:35,458 - ==> Total time: 1 day, 7:18:28 Eta: 2 days, 8:08:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 03:56:49,161 - Train: 35.80% [447900/1251000] [358.0/1000.0] [batch_t 0.246 (0.259)] [data_t 0.009] [optim_t 0.238] [lr 0.002156] [CE 4.813 (4.509)] [KD 4.308 (4.281)] 2024-10-13 03:57:01,331 - Train: 35.81% [447950/1251000] [358.1/1000.0] [batch_t 0.444 (0.243)] [data_t 0.007] [optim_t 0.438] [lr 0.002155] [CE 4.697 (4.400)] [KD 4.091 (4.306)] 2024-10-13 03:57:13,287 - Train: 35.81% [448000/1251000] [358.1/1000.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.002155] [CE 4.447 (4.435)] [KD 4.449 (4.271)] 2024-10-13 03:57:25,314 - Train: 35.82% [448050/1251000] [358.2/1000.0] [batch_t 0.228 (0.240)] [data_t 0.008] [optim_t 0.220] [lr 0.002155] [CE 4.518 (4.436)] [KD 4.335 (4.219)] 2024-10-13 03:57:37,628 - Train: 35.82% [448100/1251000] [358.2/1000.0] [batch_t 0.266 (0.246)] [data_t 0.009] [optim_t 0.257] [lr 0.002155] [CE 4.575 (4.425)] [KD 4.568 (4.223)] 2024-10-13 03:57:49,708 - Train: 35.82% [448150/1251000] [358.2/1000.0] [batch_t 0.223 (0.241)] [data_t 0.008] [optim_t 0.215] [lr 0.002155] [CE 4.126 (4.433)] [KD 4.364 (4.371)] 2024-10-13 03:58:01,716 - Train: 35.83% [448200/1251000] [358.3/1000.0] [batch_t 0.245 (0.240)] [data_t 0.008] [optim_t 0.236] [lr 0.002155] [CE 4.665 (4.397)] [KD 4.209 (4.340)] 2024-10-13 03:58:14,129 - Train: 35.83% [448250/1251000] [358.3/1000.0] [batch_t 0.243 (0.248)] [data_t 0.008] [optim_t 0.235] [lr 0.002154] [CE 4.515 (4.417)] [KD 4.409 (4.333)] 2024-10-13 03:58:26,094 - Train: 35.84% [448300/1251000] [358.4/1000.0] [batch_t 0.241 (0.239)] [data_t 0.007] [optim_t 0.233] [lr 0.002154] [CE 4.976 (4.415)] [KD 4.437 (4.305)] 2024-10-13 03:58:38,180 - Train: 35.84% [448350/1251000] [358.4/1000.0] [batch_t 0.221 (0.241)] [data_t 0.006] [optim_t 0.215] [lr 0.002154] [CE 4.381 (4.544)] [KD 4.319 (4.375)] 2024-10-13 03:58:49,933 - Train: 35.84% [448400/1251000] [358.4/1000.0] [batch_t 0.243 (0.235)] [data_t 0.007] [optim_t 0.236] [lr 0.002154] [CE 3.915 (4.416)] [KD 4.212 (4.290)] 2024-10-13 03:59:02,068 - Train: 35.85% [448450/1251000] [358.5/1000.0] [batch_t 0.229 (0.243)] [data_t 0.011] [optim_t 0.218] [lr 0.002154] [CE 4.105 (4.417)] [KD 4.172 (4.275)] 2024-10-13 03:59:14,026 - Train: 35.85% [448500/1251000] [358.5/1000.0] [batch_t 0.247 (0.239)] [data_t 0.008] [optim_t 0.239] [lr 0.002154] [CE 4.239 (4.338)] [KD 4.370 (4.287)] 2024-10-13 03:59:26,668 - Train: 35.86% [448550/1251000] [358.6/1000.0] [batch_t 0.210 (0.253)] [data_t 0.007] [optim_t 0.204] [lr 0.002153] [CE 4.763 (4.371)] [KD 4.357 (4.266)] 2024-10-13 03:59:38,927 - Train: 35.86% [448600/1251000] [358.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002153] [CE 4.628 (4.405)] [KD 4.484 (4.307)] 2024-10-13 03:59:51,128 - Train: 35.86% [448650/1251000] [358.6/1000.0] [batch_t 0.253 (0.244)] [data_t 0.006] [optim_t 0.247] [lr 0.002153] [CE 4.456 (4.433)] [KD 4.297 (4.290)] 2024-10-13 04:00:02,990 - Train: 35.87% [448700/1251000] [358.7/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.002153] [CE 4.533 (4.417)] [KD 4.727 (4.272)] 2024-10-13 04:00:15,950 - Train: 35.87% [448750/1251000] [358.7/1000.0] [batch_t 0.566 (0.259)] [data_t 0.011] [optim_t 0.555] [lr 0.002153] [CE 4.288 (4.409)] [KD 3.943 (4.316)] 2024-10-13 04:00:28,134 - Train: 35.88% [448800/1251000] [358.8/1000.0] [batch_t 0.243 (0.243)] [data_t 0.008] [optim_t 0.235] [lr 0.002153] [CE 4.257 (4.371)] [KD 4.068 (4.275)] 2024-10-13 04:00:40,218 - Train: 35.88% [448850/1251000] [358.8/1000.0] [batch_t 0.248 (0.242)] [data_t 0.007] [optim_t 0.241] [lr 0.002152] [CE 4.485 (4.420)] [KD 4.374 (4.284)] 2024-10-13 04:00:52,770 - Train: 35.88% [448900/1251000] [358.8/1000.0] [batch_t 0.221 (0.251)] [data_t 0.011] [optim_t 0.210] [lr 0.002152] [CE 4.134 (4.405)] [KD 4.201 (4.293)] 2024-10-13 04:01:04,991 - Train: 35.89% [448950/1251000] [358.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.002152] [CE 4.151 (4.473)] [KD 4.107 (4.365)] 2024-10-13 04:01:17,411 - Train: 35.89% [449000/1251000] [358.9/1000.0] [batch_t 0.265 (0.248)] [data_t 0.010] [optim_t 0.255] [lr 0.002152] [CE 4.636 (4.426)] [KD 4.277 (4.290)] 2024-10-13 04:01:29,852 - Train: 35.90% [449050/1251000] [359.0/1000.0] [batch_t 0.229 (0.249)] [data_t 0.006] [optim_t 0.223] [lr 0.002152] [CE 4.616 (4.462)] [KD 4.528 (4.361)] 2024-10-13 04:01:41,913 - Train: 35.90% [449100/1251000] [359.0/1000.0] [batch_t 0.212 (0.241)] [data_t 0.008] [optim_t 0.204] [lr 0.002152] [CE 4.296 (4.435)] [KD 4.104 (4.313)] 2024-10-13 04:01:52,734 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.167)] [top1_cnt 36201] [top5_cnt 45631] [top_all 50000] 2024-10-13 04:01:52,735 - net: 72.402 (91.262) 2024-10-13 04:02:02,457 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.178)] [top1_cnt 38421] [top5_cnt 46641] [top_all 50000] 2024-10-13 04:02:02,458 - net_E: 76.842 (93.282) 2024-10-13 04:02:02,664 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.878 (epoch: 357)] 2024-10-13 04:02:02,665 - ==> Total time: 1 day, 7:23:55 Eta: 2 days, 8:03:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:02:27,928 - Train: 35.90% [449150/1251000] [359.0/1000.0] [batch_t 0.224 (0.273)] [data_t 0.010] [optim_t 0.213] [lr 0.002151] [CE 4.422 (4.412)] [KD 4.064 (4.316)] 2024-10-13 04:02:40,636 - Train: 35.91% [449200/1251000] [359.1/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.002151] [CE 4.503 (4.423)] [KD 4.273 (4.320)] 2024-10-13 04:02:52,815 - Train: 35.91% [449250/1251000] [359.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.002151] [CE 4.689 (4.393)] [KD 4.482 (4.364)] 2024-10-13 04:03:04,956 - Train: 35.92% [449300/1251000] [359.2/1000.0] [batch_t 0.240 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.002151] [CE 4.010 (4.448)] [KD 4.383 (4.354)] 2024-10-13 04:03:17,290 - Train: 35.92% [449350/1251000] [359.2/1000.0] [batch_t 0.230 (0.247)] [data_t 0.008] [optim_t 0.222] [lr 0.002151] [CE 4.607 (4.401)] [KD 4.260 (4.266)] 2024-10-13 04:03:29,360 - Train: 35.92% [449400/1251000] [359.2/1000.0] [batch_t 0.255 (0.241)] [data_t 0.009] [optim_t 0.246] [lr 0.002151] [CE 4.826 (4.486)] [KD 4.891 (4.329)] 2024-10-13 04:03:42,367 - Train: 35.93% [449450/1251000] [359.3/1000.0] [batch_t 0.223 (0.260)] [data_t 0.006] [optim_t 0.217] [lr 0.002150] [CE 4.675 (4.410)] [KD 4.583 (4.365)] 2024-10-13 04:03:54,254 - Train: 35.93% [449500/1251000] [359.3/1000.0] [batch_t 0.228 (0.238)] [data_t 0.010] [optim_t 0.219] [lr 0.002150] [CE 4.694 (4.431)] [KD 4.236 (4.307)] 2024-10-13 04:04:06,351 - Train: 35.94% [449550/1251000] [359.4/1000.0] [batch_t 0.254 (0.242)] [data_t 0.008] [optim_t 0.246] [lr 0.002150] [CE 4.746 (4.449)] [KD 4.284 (4.275)] 2024-10-13 04:04:19,355 - Train: 35.94% [449600/1251000] [359.4/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.002150] [CE 4.328 (4.418)] [KD 3.886 (4.292)] 2024-10-13 04:04:31,854 - Train: 35.94% [449650/1251000] [359.4/1000.0] [batch_t 0.230 (0.250)] [data_t 0.007] [optim_t 0.223] [lr 0.002150] [CE 4.233 (4.476)] [KD 4.204 (4.282)] 2024-10-13 04:04:44,030 - Train: 35.95% [449700/1251000] [359.5/1000.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.002150] [CE 4.820 (4.432)] [KD 4.678 (4.363)] 2024-10-13 04:04:56,092 - Train: 35.95% [449750/1251000] [359.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002149] [CE 4.277 (4.452)] [KD 4.135 (4.345)] 2024-10-13 04:05:08,967 - Train: 35.96% [449800/1251000] [359.6/1000.0] [batch_t 0.237 (0.257)] [data_t 0.006] [optim_t 0.230] [lr 0.002149] [CE 4.221 (4.425)] [KD 4.146 (4.266)] 2024-10-13 04:05:20,995 - Train: 35.96% [449850/1251000] [359.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.002149] [CE 3.815 (4.358)] [KD 4.176 (4.263)] 2024-10-13 04:05:33,350 - Train: 35.96% [449900/1251000] [359.6/1000.0] [batch_t 0.227 (0.247)] [data_t 0.008] [optim_t 0.219] [lr 0.002149] [CE 4.805 (4.514)] [KD 4.128 (4.404)] 2024-10-13 04:05:45,697 - Train: 35.97% [449950/1251000] [359.7/1000.0] [batch_t 0.233 (0.247)] [data_t 0.007] [optim_t 0.226] [lr 0.002149] [CE 4.213 (4.379)] [KD 4.253 (4.279)] 2024-10-13 04:05:57,463 - Train: 35.97% [450000/1251000] [359.7/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.216] [lr 0.002149] [CE 4.440 (4.453)] [KD 4.286 (4.286)] 2024-10-13 04:06:09,750 - Train: 35.98% [450050/1251000] [359.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.002148] [CE 4.575 (4.452)] [KD 4.573 (4.339)] 2024-10-13 04:06:22,451 - Train: 35.98% [450100/1251000] [359.8/1000.0] [batch_t 0.231 (0.254)] [data_t 0.008] [optim_t 0.224] [lr 0.002148] [CE 4.516 (4.473)] [KD 3.997 (4.344)] 2024-10-13 04:06:34,146 - Train: 35.98% [450150/1251000] [359.8/1000.0] [batch_t 0.220 (0.234)] [data_t 0.012] [optim_t 0.208] [lr 0.002148] [CE 4.282 (4.448)] [KD 4.177 (4.299)] 2024-10-13 04:06:46,446 - Train: 35.99% [450200/1251000] [359.9/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002148] [CE 3.943 (4.421)] [KD 4.222 (4.302)] 2024-10-13 04:06:58,705 - Train: 35.99% [450250/1251000] [359.9/1000.0] [batch_t 0.231 (0.245)] [data_t 0.007] [optim_t 0.224] [lr 0.002148] [CE 4.106 (4.341)] [KD 4.100 (4.219)] 2024-10-13 04:07:10,322 - Train: 36.00% [450300/1251000] [360.0/1000.0] [batch_t 0.233 (0.232)] [data_t 0.007] [optim_t 0.226] [lr 0.002147] [CE 4.063 (4.458)] [KD 4.379 (4.298)] 2024-10-13 04:07:21,923 - Train: 36.00% [450350/1251000] [360.0/1000.0] [batch_t 0.200 (0.232)] [data_t 0.006] [optim_t 0.194] [lr 0.002147] [CE 4.262 (4.488)] [KD 4.253 (4.301)] 2024-10-13 04:07:32,943 - Test (net): 100.00% [50/50] [batch_t 0.108 (0.167)] [top1_cnt 36022] [top5_cnt 45441] [top_all 50000] 2024-10-13 04:07:32,944 - net: 72.044 (90.882) 2024-10-13 04:07:41,743 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 38414] [top5_cnt 46652] [top_all 50000] 2024-10-13 04:07:41,744 - net_E: 76.828 (93.304) 2024-10-13 04:07:41,948 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.878 (epoch: 357)] 2024-10-13 04:07:41,948 - ==> Total time: 1 day, 7:29:34 Eta: 2 days, 7:59:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:08:04,584 - Train: 36.00% [450400/1251000] [360.0/1000.0] [batch_t 0.229 (0.267)] [data_t 0.007] [optim_t 0.223] [lr 0.002147] [CE 4.605 (4.483)] [KD 4.351 (4.310)] 2024-10-13 04:08:16,942 - Train: 36.01% [450450/1251000] [360.1/1000.0] [batch_t 0.226 (0.247)] [data_t 0.007] [optim_t 0.220] [lr 0.002147] [CE 4.014 (4.425)] [KD 4.003 (4.328)] 2024-10-13 04:08:29,280 - Train: 36.01% [450500/1251000] [360.1/1000.0] [batch_t 0.225 (0.247)] [data_t 0.011] [optim_t 0.215] [lr 0.002147] [CE 4.212 (4.437)] [KD 3.987 (4.329)] 2024-10-13 04:08:41,490 - Train: 36.02% [450550/1251000] [360.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.002147] [CE 4.497 (4.414)] [KD 4.352 (4.251)] 2024-10-13 04:08:53,689 - Train: 36.02% [450600/1251000] [360.2/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.222] [lr 0.002146] [CE 3.981 (4.360)] [KD 3.620 (4.251)] 2024-10-13 04:09:06,022 - Train: 36.02% [450650/1251000] [360.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.002146] [CE 3.872 (4.486)] [KD 4.112 (4.304)] 2024-10-13 04:09:18,633 - Train: 36.03% [450700/1251000] [360.3/1000.0] [batch_t 0.233 (0.252)] [data_t 0.010] [optim_t 0.223] [lr 0.002146] [CE 4.274 (4.413)] [KD 4.197 (4.284)] 2024-10-13 04:09:30,987 - Train: 36.03% [450750/1251000] [360.3/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.002146] [CE 4.807 (4.407)] [KD 4.568 (4.258)] 2024-10-13 04:09:43,406 - Train: 36.04% [450800/1251000] [360.4/1000.0] [batch_t 0.225 (0.248)] [data_t 0.007] [optim_t 0.218] [lr 0.002146] [CE 4.389 (4.507)] [KD 4.243 (4.346)] 2024-10-13 04:09:55,305 - Train: 36.04% [450850/1251000] [360.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.006] [optim_t 0.227] [lr 0.002146] [CE 4.273 (4.388)] [KD 4.172 (4.276)] 2024-10-13 04:10:07,455 - Train: 36.04% [450900/1251000] [360.4/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.002145] [CE 4.143 (4.366)] [KD 4.361 (4.253)] 2024-10-13 04:10:19,519 - Train: 36.05% [450950/1251000] [360.5/1000.0] [batch_t 0.218 (0.241)] [data_t 0.007] [optim_t 0.210] [lr 0.002145] [CE 4.631 (4.357)] [KD 4.420 (4.274)] 2024-10-13 04:10:31,697 - Train: 36.05% [451000/1251000] [360.5/1000.0] [batch_t 0.516 (0.243)] [data_t 0.006] [optim_t 0.510] [lr 0.002145] [CE 4.331 (4.465)] [KD 4.514 (4.331)] 2024-10-13 04:10:43,803 - Train: 36.06% [451050/1251000] [360.6/1000.0] [batch_t 0.221 (0.242)] [data_t 0.008] [optim_t 0.213] [lr 0.002145] [CE 3.978 (4.455)] [KD 4.144 (4.298)] 2024-10-13 04:10:55,419 - Train: 36.06% [451100/1251000] [360.6/1000.0] [batch_t 0.220 (0.232)] [data_t 0.008] [optim_t 0.212] [lr 0.002145] [CE 4.390 (4.398)] [KD 4.445 (4.253)] 2024-10-13 04:11:07,733 - Train: 36.06% [451150/1251000] [360.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.010] [optim_t 0.227] [lr 0.002145] [CE 4.622 (4.421)] [KD 4.351 (4.293)] 2024-10-13 04:11:19,964 - Train: 36.07% [451200/1251000] [360.7/1000.0] [batch_t 0.455 (0.244)] [data_t 0.006] [optim_t 0.448] [lr 0.002144] [CE 4.366 (4.428)] [KD 3.897 (4.266)] 2024-10-13 04:11:32,296 - Train: 36.07% [451250/1251000] [360.7/1000.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.002144] [CE 4.432 (4.387)] [KD 4.587 (4.290)] 2024-10-13 04:11:46,014 - Train: 36.08% [451300/1251000] [360.8/1000.0] [batch_t 0.477 (0.274)] [data_t 0.007] [optim_t 0.471] [lr 0.002144] [CE 5.120 (4.384)] [KD 4.467 (4.285)] 2024-10-13 04:11:58,557 - Train: 36.08% [451350/1251000] [360.8/1000.0] [batch_t 0.228 (0.251)] [data_t 0.007] [optim_t 0.220] [lr 0.002144] [CE 4.380 (4.414)] [KD 4.342 (4.309)] 2024-10-13 04:12:10,560 - Train: 36.08% [451400/1251000] [360.8/1000.0] [batch_t 0.246 (0.240)] [data_t 0.007] [optim_t 0.239] [lr 0.002144] [CE 4.493 (4.463)] [KD 4.398 (4.376)] 2024-10-13 04:12:23,096 - Train: 36.09% [451450/1251000] [360.9/1000.0] [batch_t 0.239 (0.251)] [data_t 0.007] [optim_t 0.232] [lr 0.002144] [CE 3.637 (4.425)] [KD 3.958 (4.374)] 2024-10-13 04:12:35,446 - Train: 36.09% [451500/1251000] [360.9/1000.0] [batch_t 0.241 (0.247)] [data_t 0.006] [optim_t 0.235] [lr 0.002143] [CE 4.165 (4.486)] [KD 4.180 (4.354)] 2024-10-13 04:12:47,503 - Train: 36.10% [451550/1251000] [361.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002143] [CE 4.041 (4.473)] [KD 3.991 (4.285)] 2024-10-13 04:13:00,092 - Train: 36.10% [451600/1251000] [361.0/1000.0] [batch_t 0.207 (0.252)] [data_t 0.007] [optim_t 0.201] [lr 0.002143] [CE 4.478 (4.465)] [KD 4.398 (4.358)] 2024-10-13 04:13:11,900 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 35676] [top5_cnt 45286] [top_all 50000] 2024-10-13 04:13:11,901 - net: 71.352 (90.572) 2024-10-13 04:13:21,440 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.175)] [top1_cnt 38373] [top5_cnt 46648] [top_all 50000] 2024-10-13 04:13:21,441 - net_E: 76.746 (93.296) 2024-10-13 04:13:21,675 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.878 (epoch: 357)] 2024-10-13 04:13:21,675 - ==> Total time: 1 day, 7:35:14 Eta: 2 days, 7:54:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:13:35,159 - Train: 36.10% [451650/1251000] [361.0/1000.0] [batch_t 0.230 (0.269)] [data_t 0.007] [optim_t 0.223] [lr 0.002143] [CE 4.274 (4.459)] [KD 4.037 (4.296)] 2024-10-13 04:13:47,674 - Train: 36.11% [451700/1251000] [361.1/1000.0] [batch_t 0.223 (0.250)] [data_t 0.007] [optim_t 0.216] [lr 0.002143] [CE 4.156 (4.379)] [KD 4.301 (4.219)] 2024-10-13 04:13:59,935 - Train: 36.11% [451750/1251000] [361.1/1000.0] [batch_t 0.219 (0.245)] [data_t 0.008] [optim_t 0.211] [lr 0.002143] [CE 4.309 (4.456)] [KD 4.019 (4.258)] 2024-10-13 04:14:11,790 - Train: 36.12% [451800/1251000] [361.2/1000.0] [batch_t 0.245 (0.237)] [data_t 0.008] [optim_t 0.238] [lr 0.002142] [CE 4.210 (4.489)] [KD 4.110 (4.347)] 2024-10-13 04:14:23,917 - Train: 36.12% [451850/1251000] [361.2/1000.0] [batch_t 0.250 (0.242)] [data_t 0.007] [optim_t 0.244] [lr 0.002142] [CE 4.626 (4.389)] [KD 4.340 (4.270)] 2024-10-13 04:14:36,709 - Train: 36.12% [451900/1251000] [361.2/1000.0] [batch_t 0.227 (0.256)] [data_t 0.008] [optim_t 0.220] [lr 0.002142] [CE 4.665 (4.430)] [KD 4.510 (4.266)] 2024-10-13 04:14:48,474 - Train: 36.13% [451950/1251000] [361.3/1000.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.002142] [CE 4.397 (4.412)] [KD 4.248 (4.315)] 2024-10-13 04:15:00,227 - Train: 36.13% [452000/1251000] [361.3/1000.0] [batch_t 0.242 (0.235)] [data_t 0.010] [optim_t 0.232] [lr 0.002142] [CE 4.869 (4.389)] [KD 4.484 (4.294)] 2024-10-13 04:15:12,774 - Train: 36.14% [452050/1251000] [361.4/1000.0] [batch_t 0.232 (0.251)] [data_t 0.010] [optim_t 0.222] [lr 0.002142] [CE 4.761 (4.530)] [KD 4.688 (4.337)] 2024-10-13 04:15:24,447 - Train: 36.14% [452100/1251000] [361.4/1000.0] [batch_t 0.251 (0.233)] [data_t 0.009] [optim_t 0.242] [lr 0.002141] [CE 4.367 (4.459)] [KD 4.229 (4.345)] 2024-10-13 04:15:36,348 - Train: 36.14% [452150/1251000] [361.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002141] [CE 4.252 (4.524)] [KD 4.290 (4.311)] 2024-10-13 04:15:49,022 - Train: 36.15% [452200/1251000] [361.5/1000.0] [batch_t 0.218 (0.253)] [data_t 0.009] [optim_t 0.209] [lr 0.002141] [CE 4.649 (4.430)] [KD 4.380 (4.363)] 2024-10-13 04:16:00,711 - Train: 36.15% [452250/1251000] [361.5/1000.0] [batch_t 0.411 (0.234)] [data_t 0.007] [optim_t 0.404] [lr 0.002141] [CE 4.379 (4.427)] [KD 4.038 (4.296)] 2024-10-13 04:16:12,690 - Train: 36.16% [452300/1251000] [361.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.002141] [CE 4.014 (4.412)] [KD 4.126 (4.270)] 2024-10-13 04:16:24,502 - Train: 36.16% [452350/1251000] [361.6/1000.0] [batch_t 0.239 (0.236)] [data_t 0.008] [optim_t 0.231] [lr 0.002141] [CE 4.040 (4.380)] [KD 4.140 (4.242)] 2024-10-13 04:16:36,233 - Train: 36.16% [452400/1251000] [361.6/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.222] [lr 0.002140] [CE 4.633 (4.395)] [KD 4.237 (4.273)] 2024-10-13 04:16:47,906 - Train: 36.17% [452450/1251000] [361.7/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.002140] [CE 4.872 (4.382)] [KD 4.430 (4.253)] 2024-10-13 04:17:00,554 - Train: 36.17% [452500/1251000] [361.7/1000.0] [batch_t 0.232 (0.253)] [data_t 0.007] [optim_t 0.225] [lr 0.002140] [CE 4.112 (4.439)] [KD 4.011 (4.316)] 2024-10-13 04:17:12,484 - Train: 36.18% [452550/1251000] [361.8/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.002140] [CE 4.407 (4.417)] [KD 4.222 (4.340)] 2024-10-13 04:17:24,379 - Train: 36.18% [452600/1251000] [361.8/1000.0] [batch_t 0.245 (0.238)] [data_t 0.010] [optim_t 0.235] [lr 0.002140] [CE 4.544 (4.436)] [KD 4.331 (4.330)] 2024-10-13 04:17:36,443 - Train: 36.18% [452650/1251000] [361.8/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.221] [lr 0.002140] [CE 4.323 (4.457)] [KD 4.642 (4.365)] 2024-10-13 04:17:48,591 - Train: 36.19% [452700/1251000] [361.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.002139] [CE 4.287 (4.398)] [KD 4.582 (4.352)] 2024-10-13 04:18:00,398 - Train: 36.19% [452750/1251000] [361.9/1000.0] [batch_t 0.224 (0.236)] [data_t 0.007] [optim_t 0.217] [lr 0.002139] [CE 4.045 (4.453)] [KD 4.141 (4.292)] 2024-10-13 04:18:13,074 - Train: 36.20% [452800/1251000] [362.0/1000.0] [batch_t 0.217 (0.253)] [data_t 0.010] [optim_t 0.207] [lr 0.002139] [CE 4.800 (4.395)] [KD 4.495 (4.305)] 2024-10-13 04:18:24,805 - Train: 36.20% [452850/1251000] [362.0/1000.0] [batch_t 0.207 (0.234)] [data_t 0.008] [optim_t 0.199] [lr 0.002139] [CE 4.632 (4.419)] [KD 4.197 (4.290)] 2024-10-13 04:18:36,452 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 36087] [top5_cnt 45551] [top_all 50000] 2024-10-13 04:18:36,453 - net: 72.174 (91.102) 2024-10-13 04:18:45,582 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.166)] [top1_cnt 38396] [top5_cnt 46651] [top_all 50000] 2024-10-13 04:18:45,582 - net_E: 76.792 (93.302) 2024-10-13 04:18:45,784 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.878 (epoch: 357)] 2024-10-13 04:18:45,785 - ==> Total time: 1 day, 7:40:38 Eta: 2 days, 7:49:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:18:58,350 - Train: 36.20% [452900/1251000] [362.0/1000.0] [batch_t 0.216 (0.247)] [data_t 0.011] [optim_t 0.205] [lr 0.002139] [CE 4.529 (4.343)] [KD 4.242 (4.239)] 2024-10-13 04:19:10,349 - Train: 36.21% [452950/1251000] [362.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.002139] [CE 4.316 (4.442)] [KD 4.268 (4.261)] 2024-10-13 04:19:23,005 - Train: 36.21% [453000/1251000] [362.1/1000.0] [batch_t 0.236 (0.253)] [data_t 0.010] [optim_t 0.226] [lr 0.002138] [CE 4.470 (4.386)] [KD 4.365 (4.341)] 2024-10-13 04:19:34,888 - Train: 36.22% [453050/1251000] [362.2/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002138] [CE 4.537 (4.476)] [KD 4.295 (4.320)] 2024-10-13 04:19:46,617 - Train: 36.22% [453100/1251000] [362.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.010] [optim_t 0.225] [lr 0.002138] [CE 4.336 (4.441)] [KD 4.412 (4.305)] 2024-10-13 04:19:58,525 - Train: 36.22% [453150/1251000] [362.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.002138] [CE 4.573 (4.434)] [KD 4.150 (4.327)] 2024-10-13 04:20:11,375 - Train: 36.23% [453200/1251000] [362.3/1000.0] [batch_t 0.243 (0.257)] [data_t 0.010] [optim_t 0.233] [lr 0.002138] [CE 4.542 (4.400)] [KD 4.248 (4.237)] 2024-10-13 04:20:23,106 - Train: 36.23% [453250/1251000] [362.3/1000.0] [batch_t 0.247 (0.234)] [data_t 0.007] [optim_t 0.239] [lr 0.002138] [CE 4.245 (4.469)] [KD 4.338 (4.351)] 2024-10-13 04:20:35,029 - Train: 36.24% [453300/1251000] [362.4/1000.0] [batch_t 0.227 (0.238)] [data_t 0.010] [optim_t 0.217] [lr 0.002137] [CE 4.020 (4.418)] [KD 4.312 (4.319)] 2024-10-13 04:20:46,888 - Train: 36.24% [453350/1251000] [362.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.219] [lr 0.002137] [CE 4.264 (4.416)] [KD 4.037 (4.320)] 2024-10-13 04:20:58,960 - Train: 36.24% [453400/1251000] [362.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002137] [CE 4.755 (4.505)] [KD 4.461 (4.417)] 2024-10-13 04:21:10,972 - Train: 36.25% [453450/1251000] [362.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.010] [optim_t 0.231] [lr 0.002137] [CE 4.313 (4.479)] [KD 4.267 (4.383)] 2024-10-13 04:21:23,000 - Train: 36.25% [453500/1251000] [362.5/1000.0] [batch_t 0.228 (0.240)] [data_t 0.010] [optim_t 0.218] [lr 0.002137] [CE 4.456 (4.414)] [KD 4.409 (4.334)] 2024-10-13 04:21:34,613 - Train: 36.25% [453550/1251000] [362.5/1000.0] [batch_t 0.236 (0.232)] [data_t 0.009] [optim_t 0.227] [lr 0.002137] [CE 4.182 (4.399)] [KD 4.076 (4.260)] 2024-10-13 04:21:47,056 - Train: 36.26% [453600/1251000] [362.6/1000.0] [batch_t 0.229 (0.249)] [data_t 0.011] [optim_t 0.218] [lr 0.002136] [CE 4.775 (4.436)] [KD 4.572 (4.306)] 2024-10-13 04:21:58,656 - Train: 36.26% [453650/1251000] [362.6/1000.0] [batch_t 0.242 (0.232)] [data_t 0.011] [optim_t 0.231] [lr 0.002136] [CE 5.031 (4.466)] [KD 4.501 (4.311)] 2024-10-13 04:22:10,399 - Train: 36.27% [453700/1251000] [362.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.002136] [CE 4.165 (4.401)] [KD 3.999 (4.309)] 2024-10-13 04:22:22,014 - Train: 36.27% [453750/1251000] [362.7/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.223] [lr 0.002136] [CE 4.352 (4.325)] [KD 4.389 (4.215)] 2024-10-13 04:22:34,598 - Train: 36.27% [453800/1251000] [362.7/1000.0] [batch_t 0.219 (0.251)] [data_t 0.010] [optim_t 0.209] [lr 0.002136] [CE 4.626 (4.417)] [KD 4.331 (4.277)] 2024-10-13 04:22:46,649 - Train: 36.28% [453850/1251000] [362.8/1000.0] [batch_t 0.243 (0.241)] [data_t 0.008] [optim_t 0.235] [lr 0.002135] [CE 4.465 (4.408)] [KD 4.238 (4.291)] 2024-10-13 04:22:58,245 - Train: 36.28% [453900/1251000] [362.8/1000.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.221] [lr 0.002135] [CE 4.697 (4.453)] [KD 4.670 (4.379)] 2024-10-13 04:23:10,285 - Train: 36.29% [453950/1251000] [362.9/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.002135] [CE 4.156 (4.463)] [KD 4.143 (4.374)] 2024-10-13 04:23:22,673 - Train: 36.29% [454000/1251000] [362.9/1000.0] [batch_t 0.229 (0.248)] [data_t 0.007] [optim_t 0.222] [lr 0.002135] [CE 4.527 (4.517)] [KD 4.276 (4.408)] 2024-10-13 04:23:34,411 - Train: 36.29% [454050/1251000] [362.9/1000.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.002135] [CE 4.588 (4.398)] [KD 4.264 (4.316)] 2024-10-13 04:23:46,571 - Train: 36.30% [454100/1251000] [363.0/1000.0] [batch_t 0.209 (0.243)] [data_t 0.006] [optim_t 0.203] [lr 0.002135] [CE 4.361 (4.371)] [KD 4.281 (4.281)] 2024-10-13 04:23:58,420 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.170)] [top1_cnt 35877] [top5_cnt 45356] [top_all 50000] 2024-10-13 04:23:58,421 - net: 71.754 (90.712) 2024-10-13 04:24:07,557 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 38392] [top5_cnt 46659] [top_all 50000] 2024-10-13 04:24:07,558 - net_E: 76.784 (93.318) 2024-10-13 04:24:07,767 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.878 (epoch: 357)] 2024-10-13 04:24:07,767 - ==> Total time: 1 day, 7:46:00 Eta: 2 days, 7:44:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:24:20,802 - Train: 36.30% [454150/1251000] [363.0/1000.0] [batch_t 0.222 (0.263)] [data_t 0.008] [optim_t 0.214] [lr 0.002134] [CE 4.932 (4.397)] [KD 4.445 (4.199)] 2024-10-13 04:24:32,719 - Train: 36.31% [454200/1251000] [363.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002134] [CE 4.947 (4.490)] [KD 4.651 (4.328)] 2024-10-13 04:24:45,216 - Train: 36.31% [454250/1251000] [363.1/1000.0] [batch_t 0.249 (0.250)] [data_t 0.007] [optim_t 0.243] [lr 0.002134] [CE 4.672 (4.491)] [KD 4.567 (4.317)] 2024-10-13 04:24:57,665 - Train: 36.31% [454300/1251000] [363.1/1000.0] [batch_t 0.232 (0.249)] [data_t 0.010] [optim_t 0.221] [lr 0.002134] [CE 4.375 (4.468)] [KD 4.261 (4.252)] 2024-10-13 04:25:09,749 - Train: 36.32% [454350/1251000] [363.2/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.002134] [CE 4.394 (4.435)] [KD 4.174 (4.271)] 2024-10-13 04:25:21,730 - Train: 36.32% [454400/1251000] [363.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.002134] [CE 4.396 (4.423)] [KD 4.292 (4.349)] 2024-10-13 04:25:33,733 - Train: 36.33% [454450/1251000] [363.3/1000.0] [batch_t 0.219 (0.240)] [data_t 0.008] [optim_t 0.210] [lr 0.002133] [CE 4.282 (4.431)] [KD 4.204 (4.286)] 2024-10-13 04:25:45,607 - Train: 36.33% [454500/1251000] [363.3/1000.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.002133] [CE 4.520 (4.406)] [KD 4.200 (4.223)] 2024-10-13 04:25:57,534 - Train: 36.33% [454550/1251000] [363.3/1000.0] [batch_t 0.421 (0.238)] [data_t 0.008] [optim_t 0.413] [lr 0.002133] [CE 3.962 (4.399)] [KD 4.160 (4.291)] 2024-10-13 04:26:09,890 - Train: 36.34% [454600/1251000] [363.4/1000.0] [batch_t 0.230 (0.247)] [data_t 0.010] [optim_t 0.221] [lr 0.002133] [CE 4.338 (4.411)] [KD 4.148 (4.295)] 2024-10-13 04:26:21,740 - Train: 36.34% [454650/1251000] [363.4/1000.0] [batch_t 0.222 (0.237)] [data_t 0.008] [optim_t 0.214] [lr 0.002133] [CE 4.322 (4.414)] [KD 4.107 (4.259)] 2024-10-13 04:26:33,597 - Train: 36.35% [454700/1251000] [363.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002133] [CE 4.213 (4.392)] [KD 4.128 (4.311)] 2024-10-13 04:26:45,631 - Train: 36.35% [454750/1251000] [363.5/1000.0] [batch_t 0.243 (0.240)] [data_t 0.010] [optim_t 0.233] [lr 0.002132] [CE 4.452 (4.461)] [KD 4.336 (4.369)] 2024-10-13 04:26:57,444 - Train: 36.35% [454800/1251000] [363.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.008] [optim_t 0.224] [lr 0.002132] [CE 4.920 (4.453)] [KD 4.779 (4.359)] 2024-10-13 04:27:09,647 - Train: 36.36% [454850/1251000] [363.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002132] [CE 4.959 (4.384)] [KD 4.515 (4.350)] 2024-10-13 04:27:22,270 - Train: 36.36% [454900/1251000] [363.6/1000.0] [batch_t 0.234 (0.252)] [data_t 0.008] [optim_t 0.227] [lr 0.002132] [CE 4.018 (4.408)] [KD 3.929 (4.330)] 2024-10-13 04:27:34,549 - Train: 36.37% [454950/1251000] [363.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.002132] [CE 4.785 (4.438)] [KD 4.427 (4.367)] 2024-10-13 04:27:46,669 - Train: 36.37% [455000/1251000] [363.7/1000.0] [batch_t 0.545 (0.242)] [data_t 0.009] [optim_t 0.536] [lr 0.002132] [CE 4.946 (4.438)] [KD 4.514 (4.318)] 2024-10-13 04:27:58,492 - Train: 36.37% [455050/1251000] [363.7/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.217] [lr 0.002131] [CE 4.604 (4.403)] [KD 4.238 (4.256)] 2024-10-13 04:28:10,992 - Train: 36.38% [455100/1251000] [363.8/1000.0] [batch_t 0.236 (0.250)] [data_t 0.008] [optim_t 0.228] [lr 0.002131] [CE 4.080 (4.397)] [KD 4.128 (4.255)] 2024-10-13 04:28:23,100 - Train: 36.38% [455150/1251000] [363.8/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.002131] [CE 4.324 (4.443)] [KD 4.147 (4.309)] 2024-10-13 04:28:35,404 - Train: 36.39% [455200/1251000] [363.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.010] [optim_t 0.224] [lr 0.002131] [CE 4.436 (4.384)] [KD 4.224 (4.255)] 2024-10-13 04:28:48,020 - Train: 36.39% [455250/1251000] [363.9/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.002131] [CE 4.861 (4.482)] [KD 4.614 (4.321)] 2024-10-13 04:28:59,780 - Train: 36.39% [455300/1251000] [363.9/1000.0] [batch_t 0.225 (0.235)] [data_t 0.011] [optim_t 0.214] [lr 0.002131] [CE 4.266 (4.439)] [KD 4.469 (4.278)] 2024-10-13 04:29:12,308 - Train: 36.40% [455350/1251000] [364.0/1000.0] [batch_t 0.235 (0.250)] [data_t 0.006] [optim_t 0.229] [lr 0.002130] [CE 4.761 (4.435)] [KD 4.664 (4.267)] 2024-10-13 04:29:24,043 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 36031] [top5_cnt 45496] [top_all 50000] 2024-10-13 04:29:24,044 - net: 72.062 (90.992) 2024-10-13 04:29:33,237 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 38422] [top5_cnt 46651] [top_all 50000] 2024-10-13 04:29:33,238 - net_E: 76.844 (93.302) 2024-10-13 04:29:33,433 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.878 (epoch: 357)] 2024-10-13 04:29:33,434 - ==> Total time: 1 day, 7:51:26 Eta: 2 days, 7:39:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:29:46,026 - Train: 36.40% [455400/1251000] [364.0/1000.0] [batch_t 0.256 (0.260)] [data_t 0.009] [optim_t 0.247] [lr 0.002130] [CE 4.374 (4.456)] [KD 4.164 (4.195)] 2024-10-13 04:29:58,164 - Train: 36.41% [455450/1251000] [364.1/1000.0] [batch_t 0.246 (0.242)] [data_t 0.007] [optim_t 0.239] [lr 0.002130] [CE 4.460 (4.461)] [KD 4.320 (4.261)] 2024-10-13 04:30:10,522 - Train: 36.41% [455500/1251000] [364.1/1000.0] [batch_t 0.245 (0.247)] [data_t 0.007] [optim_t 0.238] [lr 0.002130] [CE 3.914 (4.430)] [KD 4.243 (4.294)] 2024-10-13 04:30:22,940 - Train: 36.41% [455550/1251000] [364.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.007] [optim_t 0.226] [lr 0.002130] [CE 4.520 (4.442)] [KD 4.429 (4.274)] 2024-10-13 04:30:34,923 - Train: 36.42% [455600/1251000] [364.2/1000.0] [batch_t 0.225 (0.239)] [data_t 0.007] [optim_t 0.218] [lr 0.002130] [CE 3.939 (4.418)] [KD 4.124 (4.255)] 2024-10-13 04:30:47,264 - Train: 36.42% [455650/1251000] [364.2/1000.0] [batch_t 0.254 (0.247)] [data_t 0.008] [optim_t 0.246] [lr 0.002129] [CE 3.912 (4.357)] [KD 4.308 (4.276)] 2024-10-13 04:30:59,052 - Train: 36.43% [455700/1251000] [364.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002129] [CE 4.427 (4.391)] [KD 4.144 (4.261)] 2024-10-13 04:31:11,439 - Train: 36.43% [455750/1251000] [364.3/1000.0] [batch_t 0.248 (0.248)] [data_t 0.010] [optim_t 0.238] [lr 0.002129] [CE 4.587 (4.464)] [KD 4.065 (4.329)] 2024-10-13 04:31:24,197 - Train: 36.43% [455800/1251000] [364.3/1000.0] [batch_t 0.213 (0.255)] [data_t 0.008] [optim_t 0.205] [lr 0.002129] [CE 4.568 (4.385)] [KD 4.449 (4.247)] 2024-10-13 04:31:36,258 - Train: 36.44% [455850/1251000] [364.4/1000.0] [batch_t 0.244 (0.241)] [data_t 0.007] [optim_t 0.238] [lr 0.002129] [CE 4.813 (4.432)] [KD 4.495 (4.289)] 2024-10-13 04:31:48,250 - Train: 36.44% [455900/1251000] [364.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.230] [lr 0.002129] [CE 4.501 (4.456)] [KD 4.373 (4.335)] 2024-10-13 04:32:00,824 - Train: 36.45% [455950/1251000] [364.5/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.226] [lr 0.002128] [CE 4.638 (4.448)] [KD 4.226 (4.285)] 2024-10-13 04:32:12,754 - Train: 36.45% [456000/1251000] [364.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.007] [optim_t 0.227] [lr 0.002128] [CE 4.565 (4.474)] [KD 4.330 (4.298)] 2024-10-13 04:32:24,852 - Train: 36.45% [456050/1251000] [364.5/1000.0] [batch_t 0.224 (0.242)] [data_t 0.007] [optim_t 0.216] [lr 0.002128] [CE 4.629 (4.458)] [KD 4.690 (4.338)] 2024-10-13 04:32:37,777 - Train: 36.46% [456100/1251000] [364.6/1000.0] [batch_t 0.436 (0.258)] [data_t 0.007] [optim_t 0.429] [lr 0.002128] [CE 4.222 (4.460)] [KD 4.127 (4.284)] 2024-10-13 04:32:49,804 - Train: 36.46% [456150/1251000] [364.6/1000.0] [batch_t 0.245 (0.240)] [data_t 0.007] [optim_t 0.239] [lr 0.002128] [CE 4.267 (4.441)] [KD 4.073 (4.293)] 2024-10-13 04:33:01,934 - Train: 36.47% [456200/1251000] [364.7/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.002128] [CE 4.104 (4.400)] [KD 4.219 (4.243)] 2024-10-13 04:33:14,091 - Train: 36.47% [456250/1251000] [364.7/1000.0] [batch_t 0.230 (0.243)] [data_t 0.010] [optim_t 0.220] [lr 0.002127] [CE 4.586 (4.456)] [KD 4.289 (4.308)] 2024-10-13 04:33:25,594 - Train: 36.47% [456300/1251000] [364.7/1000.0] [batch_t 0.239 (0.230)] [data_t 0.007] [optim_t 0.232] [lr 0.002127] [CE 4.727 (4.409)] [KD 4.436 (4.310)] 2024-10-13 04:33:37,830 - Train: 36.48% [456350/1251000] [364.8/1000.0] [batch_t 0.224 (0.245)] [data_t 0.007] [optim_t 0.217] [lr 0.002127] [CE 4.294 (4.462)] [KD 4.257 (4.329)] 2024-10-13 04:33:50,607 - Train: 36.48% [456400/1251000] [364.8/1000.0] [batch_t 0.235 (0.255)] [data_t 0.007] [optim_t 0.227] [lr 0.002127] [CE 4.416 (4.431)] [KD 4.528 (4.315)] 2024-10-13 04:34:02,476 - Train: 36.49% [456450/1251000] [364.9/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002127] [CE 4.528 (4.416)] [KD 4.432 (4.346)] 2024-10-13 04:34:14,573 - Train: 36.49% [456500/1251000] [364.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.232] [lr 0.002126] [CE 4.205 (4.397)] [KD 4.022 (4.247)] 2024-10-13 04:34:27,076 - Train: 36.49% [456550/1251000] [364.9/1000.0] [batch_t 0.231 (0.250)] [data_t 0.007] [optim_t 0.224] [lr 0.002126] [CE 4.875 (4.413)] [KD 4.573 (4.293)] 2024-10-13 04:34:39,004 - Train: 36.50% [456600/1251000] [365.0/1000.0] [batch_t 0.234 (0.238)] [data_t 0.021] [optim_t 0.213] [lr 0.002126] [CE 4.070 (4.435)] [KD 4.247 (4.337)] 2024-10-13 04:34:51,457 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.173)] [top1_cnt 35922] [top5_cnt 45444] [top_all 50000] 2024-10-13 04:34:51,457 - net: 71.844 (90.888) 2024-10-13 04:35:01,477 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.184)] [top1_cnt 38439] [top5_cnt 46661] [top_all 50000] 2024-10-13 04:35:01,478 - net_E: 76.878 (93.322) 2024-10-13 04:35:01,701 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.878 (epoch: 357)] 2024-10-13 04:35:01,702 - ==> Total time: 1 day, 7:56:54 Eta: 2 days, 7:34:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:35:16,252 - Train: 36.50% [456650/1251000] [365.0/1000.0] [batch_t 0.223 (0.263)] [data_t 0.009] [optim_t 0.214] [lr 0.002126] [CE 4.814 (4.371)] [KD 4.477 (4.216)] 2024-10-13 04:35:28,550 - Train: 36.51% [456700/1251000] [365.1/1000.0] [batch_t 0.220 (0.246)] [data_t 0.007] [optim_t 0.212] [lr 0.002126] [CE 4.433 (4.436)] [KD 4.383 (4.295)] 2024-10-13 04:35:40,732 - Train: 36.51% [456750/1251000] [365.1/1000.0] [batch_t 0.215 (0.243)] [data_t 0.006] [optim_t 0.208] [lr 0.002126] [CE 4.345 (4.425)] [KD 4.307 (4.280)] 2024-10-13 04:35:52,673 - Train: 36.51% [456800/1251000] [365.1/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.002125] [CE 4.209 (4.337)] [KD 4.297 (4.246)] 2024-10-13 04:36:04,350 - Train: 36.52% [456850/1251000] [365.2/1000.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.002125] [CE 4.087 (4.347)] [KD 3.790 (4.245)] 2024-10-13 04:36:16,541 - Train: 36.52% [456900/1251000] [365.2/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.002125] [CE 4.065 (4.445)] [KD 4.171 (4.271)] 2024-10-13 04:36:28,383 - Train: 36.53% [456950/1251000] [365.3/1000.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.002125] [CE 4.813 (4.355)] [KD 4.536 (4.271)] 2024-10-13 04:36:40,377 - Train: 36.53% [457000/1251000] [365.3/1000.0] [batch_t 0.224 (0.240)] [data_t 0.010] [optim_t 0.214] [lr 0.002125] [CE 4.390 (4.459)] [KD 4.382 (4.333)] 2024-10-13 04:36:52,406 - Train: 36.53% [457050/1251000] [365.3/1000.0] [batch_t 0.228 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.002125] [CE 3.942 (4.404)] [KD 3.771 (4.247)] 2024-10-13 04:37:04,362 - Train: 36.54% [457100/1251000] [365.4/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002124] [CE 4.795 (4.388)] [KD 4.600 (4.314)] 2024-10-13 04:37:16,447 - Train: 36.54% [457150/1251000] [365.4/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.002124] [CE 4.785 (4.431)] [KD 4.368 (4.305)] 2024-10-13 04:37:28,403 - Train: 36.55% [457200/1251000] [365.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002124] [CE 5.139 (4.410)] [KD 4.338 (4.222)] 2024-10-13 04:37:40,120 - Train: 36.55% [457250/1251000] [365.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.008] [optim_t 0.224] [lr 0.002124] [CE 4.652 (4.445)] [KD 4.196 (4.285)] 2024-10-13 04:37:52,160 - Train: 36.55% [457300/1251000] [365.5/1000.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.002124] [CE 4.424 (4.337)] [KD 4.259 (4.197)] 2024-10-13 04:38:04,351 - Train: 36.56% [457350/1251000] [365.6/1000.0] [batch_t 0.219 (0.244)] [data_t 0.006] [optim_t 0.213] [lr 0.002124] [CE 4.799 (4.430)] [KD 4.499 (4.229)] 2024-10-13 04:38:15,925 - Train: 36.56% [457400/1251000] [365.6/1000.0] [batch_t 0.230 (0.231)] [data_t 0.011] [optim_t 0.219] [lr 0.002123] [CE 4.180 (4.378)] [KD 4.048 (4.293)] 2024-10-13 04:38:28,177 - Train: 36.57% [457450/1251000] [365.7/1000.0] [batch_t 0.244 (0.245)] [data_t 0.010] [optim_t 0.235] [lr 0.002123] [CE 4.334 (4.421)] [KD 4.375 (4.298)] 2024-10-13 04:38:40,644 - Train: 36.57% [457500/1251000] [365.7/1000.0] [batch_t 0.243 (0.249)] [data_t 0.007] [optim_t 0.236] [lr 0.002123] [CE 4.601 (4.498)] [KD 4.502 (4.274)] 2024-10-13 04:38:52,696 - Train: 36.57% [457550/1251000] [365.7/1000.0] [batch_t 0.245 (0.241)] [data_t 0.006] [optim_t 0.238] [lr 0.002123] [CE 4.949 (4.402)] [KD 4.346 (4.248)] 2024-10-13 04:39:05,169 - Train: 36.58% [457600/1251000] [365.8/1000.0] [batch_t 0.243 (0.249)] [data_t 0.007] [optim_t 0.236] [lr 0.002123] [CE 4.924 (4.413)] [KD 4.493 (4.202)] 2024-10-13 04:39:17,589 - Train: 36.58% [457650/1251000] [365.8/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.002123] [CE 4.072 (4.403)] [KD 3.930 (4.299)] 2024-10-13 04:39:29,349 - Train: 36.59% [457700/1251000] [365.9/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.002122] [CE 4.410 (4.405)] [KD 4.402 (4.302)] 2024-10-13 04:39:41,918 - Train: 36.59% [457750/1251000] [365.9/1000.0] [batch_t 0.249 (0.251)] [data_t 0.008] [optim_t 0.241] [lr 0.002122] [CE 4.191 (4.381)] [KD 4.280 (4.255)] 2024-10-13 04:39:53,880 - Train: 36.59% [457800/1251000] [365.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.002122] [CE 4.338 (4.449)] [KD 4.255 (4.263)] 2024-10-13 04:40:05,702 - Train: 36.60% [457850/1251000] [366.0/1000.0] [batch_t 0.245 (0.236)] [data_t 0.007] [optim_t 0.238] [lr 0.002122] [CE 4.402 (4.446)] [KD 4.317 (4.303)] 2024-10-13 04:40:17,912 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.157)] [top1_cnt 35849] [top5_cnt 45456] [top_all 50000] 2024-10-13 04:40:17,913 - net: 71.698 (90.912) 2024-10-13 04:40:26,958 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 38445] [top5_cnt 46670] [top_all 50000] 2024-10-13 04:40:26,959 - net_E: 76.890 (93.340) 2024-10-13 04:40:27,161 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.890 (epoch: 366)] 2024-10-13 04:40:27,162 - ==> Total time: 1 day, 8:02:19 Eta: 2 days, 7:29:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:40:47,731 - Train: 36.60% [457900/1251000] [366.0/1000.0] [batch_t 0.239 (0.272)] [data_t 0.008] [optim_t 0.231] [lr 0.002122] [CE 4.194 (4.393)] [KD 4.033 (4.201)] 2024-10-13 04:40:59,922 - Train: 36.61% [457950/1251000] [366.1/1000.0] [batch_t 0.247 (0.244)] [data_t 0.007] [optim_t 0.240] [lr 0.002122] [CE 4.535 (4.432)] [KD 4.211 (4.294)] 2024-10-13 04:41:12,470 - Train: 36.61% [458000/1251000] [366.1/1000.0] [batch_t 0.250 (0.251)] [data_t 0.007] [optim_t 0.243] [lr 0.002121] [CE 4.081 (4.368)] [KD 4.034 (4.183)] 2024-10-13 04:41:24,256 - Train: 36.61% [458050/1251000] [366.1/1000.0] [batch_t 0.224 (0.236)] [data_t 0.008] [optim_t 0.216] [lr 0.002121] [CE 4.260 (4.427)] [KD 4.222 (4.268)] 2024-10-13 04:41:36,386 - Train: 36.62% [458100/1251000] [366.2/1000.0] [batch_t 0.245 (0.242)] [data_t 0.006] [optim_t 0.239] [lr 0.002121] [CE 4.521 (4.377)] [KD 4.363 (4.264)] 2024-10-13 04:41:48,313 - Train: 36.62% [458150/1251000] [366.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.002121] [CE 4.750 (4.371)] [KD 4.528 (4.198)] 2024-10-13 04:42:00,833 - Train: 36.63% [458200/1251000] [366.3/1000.0] [batch_t 0.248 (0.250)] [data_t 0.006] [optim_t 0.242] [lr 0.002121] [CE 4.218 (4.405)] [KD 4.241 (4.260)] 2024-10-13 04:42:13,148 - Train: 36.63% [458250/1251000] [366.3/1000.0] [batch_t 0.240 (0.246)] [data_t 0.008] [optim_t 0.231] [lr 0.002121] [CE 4.442 (4.397)] [KD 4.063 (4.259)] 2024-10-13 04:42:25,304 - Train: 36.63% [458300/1251000] [366.3/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.002120] [CE 4.550 (4.464)] [KD 4.417 (4.290)] 2024-10-13 04:42:37,409 - Train: 36.64% [458350/1251000] [366.4/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.002120] [CE 3.927 (4.418)] [KD 4.086 (4.288)] 2024-10-13 04:42:49,560 - Train: 36.64% [458400/1251000] [366.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.002120] [CE 4.573 (4.396)] [KD 4.288 (4.266)] 2024-10-13 04:43:01,645 - Train: 36.65% [458450/1251000] [366.5/1000.0] [batch_t 0.253 (0.242)] [data_t 0.010] [optim_t 0.244] [lr 0.002120] [CE 4.889 (4.423)] [KD 4.511 (4.292)] 2024-10-13 04:43:13,994 - Train: 36.65% [458500/1251000] [366.5/1000.0] [batch_t 0.254 (0.247)] [data_t 0.007] [optim_t 0.247] [lr 0.002120] [CE 4.396 (4.456)] [KD 4.177 (4.330)] 2024-10-13 04:43:26,656 - Train: 36.65% [458550/1251000] [366.5/1000.0] [batch_t 0.223 (0.253)] [data_t 0.008] [optim_t 0.215] [lr 0.002120] [CE 4.808 (4.466)] [KD 4.672 (4.316)] 2024-10-13 04:43:38,676 - Train: 36.66% [458600/1251000] [366.6/1000.0] [batch_t 0.246 (0.240)] [data_t 0.007] [optim_t 0.239] [lr 0.002119] [CE 4.732 (4.444)] [KD 4.464 (4.322)] 2024-10-13 04:43:50,771 - Train: 36.66% [458650/1251000] [366.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.234] [lr 0.002119] [CE 4.794 (4.388)] [KD 4.541 (4.287)] 2024-10-13 04:44:02,814 - Train: 36.67% [458700/1251000] [366.7/1000.0] [batch_t 0.249 (0.241)] [data_t 0.011] [optim_t 0.238] [lr 0.002119] [CE 4.366 (4.443)] [KD 4.328 (4.287)] 2024-10-13 04:44:15,417 - Train: 36.67% [458750/1251000] [366.7/1000.0] [batch_t 0.219 (0.252)] [data_t 0.006] [optim_t 0.213] [lr 0.002119] [CE 4.304 (4.453)] [KD 4.227 (4.277)] 2024-10-13 04:44:27,065 - Train: 36.67% [458800/1251000] [366.7/1000.0] [batch_t 0.224 (0.233)] [data_t 0.010] [optim_t 0.214] [lr 0.002119] [CE 4.462 (4.406)] [KD 4.264 (4.238)] 2024-10-13 04:44:39,504 - Train: 36.68% [458850/1251000] [366.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.002118] [CE 4.227 (4.462)] [KD 4.143 (4.316)] 2024-10-13 04:44:51,647 - Train: 36.68% [458900/1251000] [366.8/1000.0] [batch_t 0.240 (0.243)] [data_t 0.007] [optim_t 0.233] [lr 0.002118] [CE 4.830 (4.426)] [KD 4.476 (4.271)] 2024-10-13 04:45:03,979 - Train: 36.69% [458950/1251000] [366.9/1000.0] [batch_t 0.217 (0.246)] [data_t 0.008] [optim_t 0.209] [lr 0.002118] [CE 4.721 (4.443)] [KD 4.741 (4.316)] 2024-10-13 04:45:16,493 - Train: 36.69% [459000/1251000] [366.9/1000.0] [batch_t 0.233 (0.250)] [data_t 0.007] [optim_t 0.225] [lr 0.002118] [CE 4.475 (4.431)] [KD 4.517 (4.277)] 2024-10-13 04:45:28,383 - Train: 36.69% [459050/1251000] [366.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.007] [optim_t 0.228] [lr 0.002118] [CE 4.596 (4.409)] [KD 4.191 (4.263)] 2024-10-13 04:45:40,601 - Train: 36.70% [459100/1251000] [367.0/1000.0] [batch_t 0.239 (0.244)] [data_t 0.007] [optim_t 0.232] [lr 0.002118] [CE 4.897 (4.401)] [KD 4.326 (4.197)] 2024-10-13 04:45:54,396 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.191)] [top1_cnt 35769] [top5_cnt 45378] [top_all 50000] 2024-10-13 04:45:54,396 - net: 71.538 (90.756) 2024-10-13 04:46:03,736 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.171)] [top1_cnt 38454] [top5_cnt 46665] [top_all 50000] 2024-10-13 04:46:03,737 - net_E: 76.908 (93.330) 2024-10-13 04:46:03,939 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.908 (epoch: 367)] 2024-10-13 04:46:03,940 - ==> Total time: 1 day, 8:07:56 Eta: 2 days, 7:25:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:46:25,728 - Train: 36.70% [459150/1251000] [367.0/1000.0] [batch_t 0.241 (0.253)] [data_t 0.011] [optim_t 0.231] [lr 0.002117] [CE 4.425 (4.404)] [KD 4.417 (4.314)] 2024-10-13 04:46:37,909 - Train: 36.71% [459200/1251000] [367.1/1000.0] [batch_t 0.255 (0.243)] [data_t 0.007] [optim_t 0.248] [lr 0.002117] [CE 4.531 (4.428)] [KD 4.319 (4.263)] 2024-10-13 04:46:50,287 - Train: 36.71% [459250/1251000] [367.1/1000.0] [batch_t 0.452 (0.247)] [data_t 0.009] [optim_t 0.443] [lr 0.002117] [CE 4.647 (4.437)] [KD 4.424 (4.293)] 2024-10-13 04:47:02,143 - Train: 36.71% [459300/1251000] [367.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.222] [lr 0.002117] [CE 4.733 (4.482)] [KD 4.472 (4.322)] 2024-10-13 04:47:13,832 - Train: 36.72% [459350/1251000] [367.2/1000.0] [batch_t 0.241 (0.234)] [data_t 0.008] [optim_t 0.233] [lr 0.002117] [CE 4.433 (4.481)] [KD 4.268 (4.312)] 2024-10-13 04:47:25,501 - Train: 36.72% [459400/1251000] [367.2/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.223] [lr 0.002117] [CE 3.964 (4.424)] [KD 3.860 (4.288)] 2024-10-13 04:47:38,198 - Train: 36.73% [459450/1251000] [367.3/1000.0] [batch_t 0.246 (0.254)] [data_t 0.008] [optim_t 0.238] [lr 0.002116] [CE 4.747 (4.425)] [KD 4.258 (4.281)] 2024-10-13 04:47:50,784 - Train: 36.73% [459500/1251000] [367.3/1000.0] [batch_t 0.235 (0.251)] [data_t 0.010] [optim_t 0.225] [lr 0.002116] [CE 4.775 (4.514)] [KD 4.800 (4.392)] 2024-10-13 04:48:02,441 - Train: 36.73% [459550/1251000] [367.3/1000.0] [batch_t 0.236 (0.233)] [data_t 0.007] [optim_t 0.229] [lr 0.002116] [CE 4.344 (4.467)] [KD 4.381 (4.333)] 2024-10-13 04:48:14,757 - Train: 36.74% [459600/1251000] [367.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.002116] [CE 4.039 (4.356)] [KD 3.814 (4.228)] 2024-10-13 04:48:27,054 - Train: 36.74% [459650/1251000] [367.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.002116] [CE 3.861 (4.446)] [KD 4.074 (4.299)] 2024-10-13 04:48:39,176 - Train: 36.75% [459700/1251000] [367.5/1000.0] [batch_t 0.230 (0.242)] [data_t 0.008] [optim_t 0.222] [lr 0.002116] [CE 4.600 (4.458)] [KD 4.092 (4.286)] 2024-10-13 04:48:51,207 - Train: 36.75% [459750/1251000] [367.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.002115] [CE 3.759 (4.391)] [KD 3.997 (4.265)] 2024-10-13 04:49:03,172 - Train: 36.75% [459800/1251000] [367.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.002115] [CE 4.379 (4.410)] [KD 4.192 (4.335)] 2024-10-13 04:49:15,594 - Train: 36.76% [459850/1251000] [367.6/1000.0] [batch_t 0.224 (0.248)] [data_t 0.007] [optim_t 0.216] [lr 0.002115] [CE 4.451 (4.420)] [KD 4.145 (4.313)] 2024-10-13 04:49:27,736 - Train: 36.76% [459900/1251000] [367.6/1000.0] [batch_t 0.226 (0.243)] [data_t 0.006] [optim_t 0.220] [lr 0.002115] [CE 4.829 (4.438)] [KD 4.412 (4.324)] 2024-10-13 04:49:39,703 - Train: 36.77% [459950/1251000] [367.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.002115] [CE 4.310 (4.470)] [KD 4.208 (4.306)] 2024-10-13 04:49:51,580 - Train: 36.77% [460000/1251000] [367.7/1000.0] [batch_t 0.252 (0.237)] [data_t 0.007] [optim_t 0.245] [lr 0.002115] [CE 4.791 (4.466)] [KD 4.378 (4.350)] 2024-10-13 04:50:03,861 - Train: 36.77% [460050/1251000] [367.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.008] [optim_t 0.223] [lr 0.002114] [CE 4.814 (4.481)] [KD 4.482 (4.310)] 2024-10-13 04:50:16,389 - Train: 36.78% [460100/1251000] [367.8/1000.0] [batch_t 0.218 (0.250)] [data_t 0.007] [optim_t 0.211] [lr 0.002114] [CE 4.278 (4.398)] [KD 4.004 (4.302)] 2024-10-13 04:50:28,116 - Train: 36.78% [460150/1251000] [367.8/1000.0] [batch_t 0.219 (0.234)] [data_t 0.006] [optim_t 0.212] [lr 0.002114] [CE 4.544 (4.353)] [KD 4.285 (4.177)] 2024-10-13 04:50:39,739 - Train: 36.79% [460200/1251000] [367.9/1000.0] [batch_t 0.226 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.002114] [CE 4.306 (4.360)] [KD 4.170 (4.230)] 2024-10-13 04:50:51,952 - Train: 36.79% [460250/1251000] [367.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.002114] [CE 4.613 (4.513)] [KD 4.225 (4.306)] 2024-10-13 04:51:04,571 - Train: 36.79% [460300/1251000] [367.9/1000.0] [batch_t 0.252 (0.252)] [data_t 0.010] [optim_t 0.242] [lr 0.002114] [CE 4.373 (4.420)] [KD 4.326 (4.278)] 2024-10-13 04:51:16,621 - Train: 36.80% [460350/1251000] [368.0/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.225] [lr 0.002113] [CE 4.479 (4.405)] [KD 4.471 (4.277)] 2024-10-13 04:51:29,220 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 35991] [top5_cnt 45469] [top_all 50000] 2024-10-13 04:51:29,221 - net: 71.982 (90.938) 2024-10-13 04:51:39,078 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.182)] [top1_cnt 38441] [top5_cnt 46664] [top_all 50000] 2024-10-13 04:51:39,079 - net_E: 76.882 (93.328) 2024-10-13 04:51:39,318 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.908 (epoch: 367)] 2024-10-13 04:51:39,319 - ==> Total time: 1 day, 8:13:32 Eta: 2 days, 7:20:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:51:50,248 - Train: 36.80% [460400/1251000] [368.0/1000.0] [batch_t 0.218 (0.249)] [data_t 0.009] [optim_t 0.209] [lr 0.002113] [CE 4.242 (4.383)] [KD 4.175 (4.255)] 2024-10-13 04:52:02,018 - Train: 36.81% [460450/1251000] [368.1/1000.0] [batch_t 0.230 (0.235)] [data_t 0.010] [optim_t 0.220] [lr 0.002113] [CE 4.791 (4.411)] [KD 4.311 (4.257)] 2024-10-13 04:52:14,805 - Train: 36.81% [460500/1251000] [368.1/1000.0] [batch_t 0.237 (0.256)] [data_t 0.008] [optim_t 0.229] [lr 0.002113] [CE 4.199 (4.406)] [KD 4.108 (4.305)] 2024-10-13 04:52:26,721 - Train: 36.81% [460550/1251000] [368.1/1000.0] [batch_t 0.229 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.002113] [CE 4.486 (4.419)] [KD 4.364 (4.192)] 2024-10-13 04:52:38,808 - Train: 36.82% [460600/1251000] [368.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002113] [CE 4.144 (4.436)] [KD 4.124 (4.282)] 2024-10-13 04:52:50,966 - Train: 36.82% [460650/1251000] [368.2/1000.0] [batch_t 0.243 (0.243)] [data_t 0.007] [optim_t 0.236] [lr 0.002112] [CE 4.083 (4.373)] [KD 4.123 (4.274)] 2024-10-13 04:53:03,018 - Train: 36.83% [460700/1251000] [368.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.008] [optim_t 0.229] [lr 0.002112] [CE 3.955 (4.414)] [KD 3.757 (4.245)] 2024-10-13 04:53:14,654 - Train: 36.83% [460750/1251000] [368.3/1000.0] [batch_t 0.230 (0.233)] [data_t 0.010] [optim_t 0.220] [lr 0.002112] [CE 4.379 (4.451)] [KD 4.334 (4.289)] 2024-10-13 04:53:26,920 - Train: 36.83% [460800/1251000] [368.3/1000.0] [batch_t 0.245 (0.245)] [data_t 0.008] [optim_t 0.237] [lr 0.002112] [CE 4.247 (4.375)] [KD 4.169 (4.237)] 2024-10-13 04:53:39,348 - Train: 36.84% [460850/1251000] [368.4/1000.0] [batch_t 0.252 (0.248)] [data_t 0.009] [optim_t 0.242] [lr 0.002112] [CE 4.186 (4.427)] [KD 4.335 (4.272)] 2024-10-13 04:53:51,511 - Train: 36.84% [460900/1251000] [368.4/1000.0] [batch_t 0.227 (0.243)] [data_t 0.010] [optim_t 0.217] [lr 0.002112] [CE 4.546 (4.387)] [KD 4.308 (4.257)] 2024-10-13 04:54:03,198 - Train: 36.85% [460950/1251000] [368.5/1000.0] [batch_t 0.243 (0.234)] [data_t 0.007] [optim_t 0.235] [lr 0.002111] [CE 4.549 (4.463)] [KD 4.317 (4.236)] 2024-10-13 04:54:15,214 - Train: 36.85% [461000/1251000] [368.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002111] [CE 4.670 (4.471)] [KD 4.282 (4.259)] 2024-10-13 04:54:27,091 - Train: 36.85% [461050/1251000] [368.5/1000.0] [batch_t 0.225 (0.237)] [data_t 0.006] [optim_t 0.219] [lr 0.002111] [CE 4.466 (4.480)] [KD 4.301 (4.285)] 2024-10-13 04:54:39,291 - Train: 36.86% [461100/1251000] [368.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002111] [CE 4.085 (4.370)] [KD 4.237 (4.240)] 2024-10-13 04:54:51,387 - Train: 36.86% [461150/1251000] [368.6/1000.0] [batch_t 0.219 (0.242)] [data_t 0.008] [optim_t 0.211] [lr 0.002111] [CE 4.595 (4.479)] [KD 4.212 (4.297)] 2024-10-13 04:55:03,339 - Train: 36.87% [461200/1251000] [368.7/1000.0] [batch_t 0.243 (0.239)] [data_t 0.008] [optim_t 0.235] [lr 0.002110] [CE 4.162 (4.408)] [KD 4.232 (4.259)] 2024-10-13 04:55:15,622 - Train: 36.87% [461250/1251000] [368.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.002110] [CE 3.993 (4.444)] [KD 4.014 (4.260)] 2024-10-13 04:55:27,756 - Train: 36.87% [461300/1251000] [368.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.008] [optim_t 0.229] [lr 0.002110] [CE 4.192 (4.439)] [KD 4.110 (4.344)] 2024-10-13 04:55:39,703 - Train: 36.88% [461350/1251000] [368.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.002110] [CE 4.489 (4.464)] [KD 4.137 (4.323)] 2024-10-13 04:55:51,746 - Train: 36.88% [461400/1251000] [368.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.010] [optim_t 0.226] [lr 0.002110] [CE 4.231 (4.392)] [KD 4.260 (4.265)] 2024-10-13 04:56:04,135 - Train: 36.89% [461450/1251000] [368.9/1000.0] [batch_t 0.221 (0.248)] [data_t 0.008] [optim_t 0.213] [lr 0.002110] [CE 4.690 (4.405)] [KD 4.534 (4.281)] 2024-10-13 04:56:16,922 - Train: 36.89% [461500/1251000] [368.9/1000.0] [batch_t 0.257 (0.256)] [data_t 0.009] [optim_t 0.248] [lr 0.002109] [CE 4.678 (4.459)] [KD 4.438 (4.314)] 2024-10-13 04:56:28,784 - Train: 36.89% [461550/1251000] [368.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002109] [CE 4.391 (4.451)] [KD 4.308 (4.330)] 2024-10-13 04:56:40,871 - Train: 36.90% [461600/1251000] [369.0/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002109] [CE 4.186 (4.447)] [KD 3.874 (4.373)] 2024-10-13 04:56:54,182 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 36051] [top5_cnt 45485] [top_all 50000] 2024-10-13 04:56:54,182 - net: 72.102 (90.970) 2024-10-13 04:57:03,042 - Test (net_E): 100.00% [50/50] [batch_t 0.376 (0.161)] [top1_cnt 38425] [top5_cnt 46648] [top_all 50000] 2024-10-13 04:57:03,042 - net_E: 76.850 (93.296) 2024-10-13 04:57:03,259 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.908 (epoch: 367)] 2024-10-13 04:57:03,259 - ==> Total time: 1 day, 8:18:56 Eta: 2 days, 7:15:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 04:57:16,576 - Train: 36.90% [461650/1251000] [369.0/1000.0] [batch_t 0.236 (0.272)] [data_t 0.008] [optim_t 0.228] [lr 0.002109] [CE 4.178 (4.319)] [KD 4.039 (4.216)] 2024-10-13 04:57:28,680 - Train: 36.91% [461700/1251000] [369.1/1000.0] [batch_t 0.426 (0.242)] [data_t 0.007] [optim_t 0.419] [lr 0.002109] [CE 3.939 (4.364)] [KD 4.301 (4.236)] 2024-10-13 04:57:41,253 - Train: 36.91% [461750/1251000] [369.1/1000.0] [batch_t 0.219 (0.251)] [data_t 0.008] [optim_t 0.211] [lr 0.002109] [CE 4.147 (4.487)] [KD 4.073 (4.272)] 2024-10-13 04:57:53,331 - Train: 36.91% [461800/1251000] [369.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.002108] [CE 4.281 (4.408)] [KD 4.156 (4.237)] 2024-10-13 04:58:05,045 - Train: 36.92% [461850/1251000] [369.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.008] [optim_t 0.224] [lr 0.002108] [CE 4.636 (4.353)] [KD 4.246 (4.244)] 2024-10-13 04:58:17,038 - Train: 36.92% [461900/1251000] [369.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.002108] [CE 4.317 (4.444)] [KD 4.317 (4.315)] 2024-10-13 04:58:29,286 - Train: 36.93% [461950/1251000] [369.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.006] [optim_t 0.225] [lr 0.002108] [CE 4.466 (4.441)] [KD 4.611 (4.270)] 2024-10-13 04:58:41,193 - Train: 36.93% [462000/1251000] [369.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002108] [CE 4.302 (4.502)] [KD 4.433 (4.345)] 2024-10-13 04:58:53,298 - Train: 36.93% [462050/1251000] [369.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.008] [optim_t 0.229] [lr 0.002108] [CE 4.787 (4.497)] [KD 4.535 (4.298)] 2024-10-13 04:59:05,625 - Train: 36.94% [462100/1251000] [369.4/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002107] [CE 4.759 (4.457)] [KD 4.342 (4.263)] 2024-10-13 04:59:17,956 - Train: 36.94% [462150/1251000] [369.4/1000.0] [batch_t 0.221 (0.246)] [data_t 0.010] [optim_t 0.211] [lr 0.002107] [CE 4.579 (4.410)] [KD 4.049 (4.272)] 2024-10-13 04:59:29,988 - Train: 36.95% [462200/1251000] [369.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.006] [optim_t 0.231] [lr 0.002107] [CE 4.611 (4.514)] [KD 4.125 (4.273)] 2024-10-13 04:59:41,770 - Train: 36.95% [462250/1251000] [369.5/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.002107] [CE 4.107 (4.446)] [KD 4.112 (4.306)] 2024-10-13 04:59:53,679 - Train: 36.95% [462300/1251000] [369.5/1000.0] [batch_t 0.223 (0.238)] [data_t 0.010] [optim_t 0.214] [lr 0.002107] [CE 4.768 (4.464)] [KD 4.122 (4.300)] 2024-10-13 05:00:06,467 - Train: 36.96% [462350/1251000] [369.6/1000.0] [batch_t 0.232 (0.256)] [data_t 0.006] [optim_t 0.225] [lr 0.002107] [CE 4.456 (4.453)] [KD 4.183 (4.288)] 2024-10-13 05:00:18,457 - Train: 36.96% [462400/1251000] [369.6/1000.0] [batch_t 0.219 (0.240)] [data_t 0.007] [optim_t 0.212] [lr 0.002106] [CE 4.414 (4.488)] [KD 4.195 (4.313)] 2024-10-13 05:00:30,379 - Train: 36.97% [462450/1251000] [369.7/1000.0] [batch_t 0.225 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.002106] [CE 4.041 (4.520)] [KD 3.928 (4.355)] 2024-10-13 05:00:42,602 - Train: 36.97% [462500/1251000] [369.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.008] [optim_t 0.226] [lr 0.002106] [CE 4.585 (4.398)] [KD 4.506 (4.279)] 2024-10-13 05:00:55,258 - Train: 36.97% [462550/1251000] [369.7/1000.0] [batch_t 0.247 (0.253)] [data_t 0.009] [optim_t 0.238] [lr 0.002106] [CE 4.433 (4.418)] [KD 4.313 (4.267)] 2024-10-13 05:01:07,291 - Train: 36.98% [462600/1251000] [369.8/1000.0] [batch_t 0.225 (0.240)] [data_t 0.008] [optim_t 0.217] [lr 0.002106] [CE 4.414 (4.470)] [KD 4.512 (4.300)] 2024-10-13 05:01:19,948 - Train: 36.98% [462650/1251000] [369.8/1000.0] [batch_t 0.404 (0.253)] [data_t 0.007] [optim_t 0.397] [lr 0.002106] [CE 4.423 (4.443)] [KD 4.155 (4.268)] 2024-10-13 05:01:31,513 - Train: 36.99% [462700/1251000] [369.9/1000.0] [batch_t 0.226 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.002105] [CE 4.402 (4.414)] [KD 4.338 (4.234)] 2024-10-13 05:01:44,383 - Train: 36.99% [462750/1251000] [369.9/1000.0] [batch_t 0.223 (0.257)] [data_t 0.007] [optim_t 0.216] [lr 0.002105] [CE 4.591 (4.454)] [KD 4.145 (4.250)] 2024-10-13 05:01:56,474 - Train: 36.99% [462800/1251000] [369.9/1000.0] [batch_t 0.228 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.002105] [CE 4.279 (4.469)] [KD 4.213 (4.323)] 2024-10-13 05:02:08,529 - Train: 37.00% [462850/1251000] [370.0/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002105] [CE 4.883 (4.432)] [KD 4.518 (4.270)] 2024-10-13 05:02:23,076 - Test (net): 100.00% [50/50] [batch_t 0.082 (0.186)] [top1_cnt 35350] [top5_cnt 45072] [top_all 50000] 2024-10-13 05:02:23,077 - net: 70.700 (90.144) 2024-10-13 05:02:33,069 - Test (net_E): 100.00% [50/50] [batch_t 0.186 (0.183)] [top1_cnt 38436] [top5_cnt 46663] [top_all 50000] 2024-10-13 05:02:33,070 - net_E: 76.872 (93.326) 2024-10-13 05:02:33,328 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.908 (epoch: 367)] 2024-10-13 05:02:33,329 - ==> Total time: 1 day, 8:24:26 Eta: 2 days, 7:10:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:02:44,709 - Train: 37.00% [462900/1251000] [370.0/1000.0] [batch_t 0.227 (0.270)] [data_t 0.008] [optim_t 0.219] [lr 0.002105] [CE 4.371 (4.398)] [KD 4.289 (4.302)] 2024-10-13 05:02:56,924 - Train: 37.01% [462950/1251000] [370.1/1000.0] [batch_t 0.248 (0.244)] [data_t 0.008] [optim_t 0.239] [lr 0.002104] [CE 4.476 (4.386)] [KD 4.444 (4.271)] 2024-10-13 05:03:09,203 - Train: 37.01% [463000/1251000] [370.1/1000.0] [batch_t 0.224 (0.245)] [data_t 0.010] [optim_t 0.214] [lr 0.002104] [CE 4.327 (4.390)] [KD 4.111 (4.216)] 2024-10-13 05:03:21,751 - Train: 37.01% [463050/1251000] [370.1/1000.0] [batch_t 0.420 (0.251)] [data_t 0.007] [optim_t 0.414] [lr 0.002104] [CE 4.378 (4.346)] [KD 4.216 (4.203)] 2024-10-13 05:03:33,759 - Train: 37.02% [463100/1251000] [370.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002104] [CE 4.469 (4.398)] [KD 4.161 (4.268)] 2024-10-13 05:03:45,701 - Train: 37.02% [463150/1251000] [370.2/1000.0] [batch_t 0.225 (0.239)] [data_t 0.010] [optim_t 0.215] [lr 0.002104] [CE 4.173 (4.440)] [KD 4.503 (4.261)] 2024-10-13 05:03:57,730 - Train: 37.03% [463200/1251000] [370.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.002104] [CE 3.833 (4.448)] [KD 3.946 (4.258)] 2024-10-13 05:04:10,073 - Train: 37.03% [463250/1251000] [370.3/1000.0] [batch_t 0.223 (0.247)] [data_t 0.009] [optim_t 0.214] [lr 0.002103] [CE 4.483 (4.366)] [KD 4.190 (4.230)] 2024-10-13 05:04:21,589 - Train: 37.03% [463300/1251000] [370.3/1000.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.002103] [CE 4.092 (4.415)] [KD 4.126 (4.247)] 2024-10-13 05:04:33,847 - Train: 37.04% [463350/1251000] [370.4/1000.0] [batch_t 0.224 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.002103] [CE 3.994 (4.362)] [KD 3.979 (4.167)] 2024-10-13 05:04:46,365 - Train: 37.04% [463400/1251000] [370.4/1000.0] [batch_t 0.256 (0.250)] [data_t 0.007] [optim_t 0.249] [lr 0.002103] [CE 3.996 (4.386)] [KD 3.962 (4.207)] 2024-10-13 05:04:58,343 - Train: 37.05% [463450/1251000] [370.5/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002103] [CE 4.180 (4.397)] [KD 4.239 (4.243)] 2024-10-13 05:05:10,047 - Train: 37.05% [463500/1251000] [370.5/1000.0] [batch_t 0.239 (0.234)] [data_t 0.007] [optim_t 0.232] [lr 0.002103] [CE 4.568 (4.435)] [KD 4.409 (4.275)] 2024-10-13 05:05:22,159 - Train: 37.05% [463550/1251000] [370.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002102] [CE 4.556 (4.397)] [KD 4.411 (4.281)] 2024-10-13 05:05:34,419 - Train: 37.06% [463600/1251000] [370.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.008] [optim_t 0.224] [lr 0.002102] [CE 4.456 (4.398)] [KD 4.422 (4.266)] 2024-10-13 05:05:46,612 - Train: 37.06% [463650/1251000] [370.6/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.002102] [CE 4.428 (4.474)] [KD 4.068 (4.247)] 2024-10-13 05:05:58,501 - Train: 37.07% [463700/1251000] [370.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.002102] [CE 4.599 (4.417)] [KD 4.261 (4.267)] 2024-10-13 05:06:10,746 - Train: 37.07% [463750/1251000] [370.7/1000.0] [batch_t 0.244 (0.245)] [data_t 0.010] [optim_t 0.234] [lr 0.002102] [CE 4.016 (4.469)] [KD 4.021 (4.246)] 2024-10-13 05:06:22,708 - Train: 37.07% [463800/1251000] [370.7/1000.0] [batch_t 0.222 (0.239)] [data_t 0.007] [optim_t 0.215] [lr 0.002102] [CE 4.424 (4.375)] [KD 4.335 (4.208)] 2024-10-13 05:06:34,769 - Train: 37.08% [463850/1251000] [370.8/1000.0] [batch_t 0.228 (0.241)] [data_t 0.007] [optim_t 0.221] [lr 0.002101] [CE 4.382 (4.406)] [KD 4.172 (4.302)] 2024-10-13 05:06:46,528 - Train: 37.08% [463900/1251000] [370.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.010] [optim_t 0.224] [lr 0.002101] [CE 4.522 (4.509)] [KD 4.485 (4.280)] 2024-10-13 05:06:58,478 - Train: 37.09% [463950/1251000] [370.9/1000.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.210] [lr 0.002101] [CE 4.480 (4.468)] [KD 4.170 (4.271)] 2024-10-13 05:07:10,873 - Train: 37.09% [464000/1251000] [370.9/1000.0] [batch_t 0.243 (0.248)] [data_t 0.008] [optim_t 0.235] [lr 0.002101] [CE 4.280 (4.464)] [KD 4.224 (4.266)] 2024-10-13 05:07:22,861 - Train: 37.09% [464050/1251000] [370.9/1000.0] [batch_t 0.222 (0.240)] [data_t 0.008] [optim_t 0.214] [lr 0.002101] [CE 4.202 (4.413)] [KD 4.152 (4.271)] 2024-10-13 05:07:34,293 - Train: 37.10% [464100/1251000] [371.0/1000.0] [batch_t 0.233 (0.228)] [data_t 0.007] [optim_t 0.226] [lr 0.002101] [CE 4.806 (4.471)] [KD 4.502 (4.329)] 2024-10-13 05:07:48,092 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.167)] [top1_cnt 36062] [top5_cnt 45477] [top_all 50000] 2024-10-13 05:07:48,093 - net: 72.124 (90.954) 2024-10-13 05:07:56,998 - Test (net_E): 100.00% [50/50] [batch_t 0.517 (0.161)] [top1_cnt 38455] [top5_cnt 46671] [top_all 50000] 2024-10-13 05:07:56,998 - net_E: 76.910 (93.342) 2024-10-13 05:07:57,210 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.910 (epoch: 371)] 2024-10-13 05:07:57,227 - ==> Total time: 1 day, 8:29:50 Eta: 2 days, 7:05:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:08:17,745 - Train: 37.10% [464150/1251000] [371.0/1000.0] [batch_t 0.258 (0.259)] [data_t 0.007] [optim_t 0.250] [lr 0.002100] [CE 4.350 (4.318)] [KD 4.283 (4.219)] 2024-10-13 05:08:29,954 - Train: 37.11% [464200/1251000] [371.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.008] [optim_t 0.224] [lr 0.002100] [CE 4.622 (4.502)] [KD 4.414 (4.334)] 2024-10-13 05:08:42,473 - Train: 37.11% [464250/1251000] [371.1/1000.0] [batch_t 0.241 (0.250)] [data_t 0.006] [optim_t 0.235] [lr 0.002100] [CE 4.649 (4.447)] [KD 4.427 (4.289)] 2024-10-13 05:08:54,156 - Train: 37.11% [464300/1251000] [371.1/1000.0] [batch_t 0.243 (0.233)] [data_t 0.006] [optim_t 0.236] [lr 0.002100] [CE 4.865 (4.370)] [KD 4.272 (4.214)] 2024-10-13 05:09:06,424 - Train: 37.12% [464350/1251000] [371.2/1000.0] [batch_t 0.222 (0.245)] [data_t 0.007] [optim_t 0.216] [lr 0.002100] [CE 4.295 (4.424)] [KD 4.267 (4.267)] 2024-10-13 05:09:18,258 - Train: 37.12% [464400/1251000] [371.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002100] [CE 4.532 (4.405)] [KD 4.098 (4.242)] 2024-10-13 05:09:30,455 - Train: 37.13% [464450/1251000] [371.3/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.002099] [CE 4.929 (4.417)] [KD 4.371 (4.231)] 2024-10-13 05:09:42,127 - Train: 37.13% [464500/1251000] [371.3/1000.0] [batch_t 0.227 (0.233)] [data_t 0.010] [optim_t 0.217] [lr 0.002099] [CE 4.606 (4.414)] [KD 4.359 (4.171)] 2024-10-13 05:09:54,160 - Train: 37.13% [464550/1251000] [371.3/1000.0] [batch_t 0.253 (0.240)] [data_t 0.008] [optim_t 0.245] [lr 0.002099] [CE 4.961 (4.438)] [KD 4.484 (4.238)] 2024-10-13 05:10:06,049 - Train: 37.14% [464600/1251000] [371.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002099] [CE 4.563 (4.421)] [KD 4.250 (4.212)] 2024-10-13 05:10:18,481 - Train: 37.14% [464650/1251000] [371.4/1000.0] [batch_t 0.220 (0.248)] [data_t 0.008] [optim_t 0.212] [lr 0.002099] [CE 4.307 (4.380)] [KD 4.455 (4.292)] 2024-10-13 05:10:30,166 - Train: 37.15% [464700/1251000] [371.5/1000.0] [batch_t 0.223 (0.233)] [data_t 0.008] [optim_t 0.215] [lr 0.002098] [CE 4.046 (4.367)] [KD 4.122 (4.231)] 2024-10-13 05:10:42,714 - Train: 37.15% [464750/1251000] [371.5/1000.0] [batch_t 0.248 (0.251)] [data_t 0.010] [optim_t 0.238] [lr 0.002098] [CE 4.568 (4.407)] [KD 4.402 (4.193)] 2024-10-13 05:10:54,921 - Train: 37.15% [464800/1251000] [371.5/1000.0] [batch_t 0.213 (0.244)] [data_t 0.007] [optim_t 0.206] [lr 0.002098] [CE 4.739 (4.477)] [KD 4.324 (4.252)] 2024-10-13 05:11:06,975 - Train: 37.16% [464850/1251000] [371.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002098] [CE 3.870 (4.491)] [KD 4.004 (4.262)] 2024-10-13 05:11:18,907 - Train: 37.16% [464900/1251000] [371.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.224] [lr 0.002098] [CE 4.891 (4.495)] [KD 4.362 (4.297)] 2024-10-13 05:11:31,202 - Train: 37.17% [464950/1251000] [371.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.007] [optim_t 0.232] [lr 0.002098] [CE 4.433 (4.411)] [KD 4.214 (4.262)] 2024-10-13 05:11:42,804 - Train: 37.17% [465000/1251000] [371.7/1000.0] [batch_t 0.225 (0.232)] [data_t 0.007] [optim_t 0.218] [lr 0.002097] [CE 4.476 (4.452)] [KD 4.326 (4.325)] 2024-10-13 05:11:54,961 - Train: 37.17% [465050/1251000] [371.7/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.002097] [CE 4.889 (4.469)] [KD 4.706 (4.312)] 2024-10-13 05:12:06,985 - Train: 37.18% [465100/1251000] [371.8/1000.0] [batch_t 0.223 (0.240)] [data_t 0.008] [optim_t 0.215] [lr 0.002097] [CE 4.335 (4.475)] [KD 4.343 (4.314)] 2024-10-13 05:12:18,930 - Train: 37.18% [465150/1251000] [371.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002097] [CE 4.404 (4.449)] [KD 4.131 (4.301)] 2024-10-13 05:12:31,146 - Train: 37.19% [465200/1251000] [371.9/1000.0] [batch_t 0.214 (0.244)] [data_t 0.008] [optim_t 0.206] [lr 0.002097] [CE 4.545 (4.457)] [KD 4.141 (4.290)] 2024-10-13 05:12:43,499 - Train: 37.19% [465250/1251000] [371.9/1000.0] [batch_t 0.458 (0.247)] [data_t 0.009] [optim_t 0.449] [lr 0.002097] [CE 4.263 (4.409)] [KD 3.903 (4.272)] 2024-10-13 05:12:55,150 - Train: 37.19% [465300/1251000] [371.9/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.223] [lr 0.002096] [CE 4.816 (4.433)] [KD 4.494 (4.274)] 2024-10-13 05:13:07,177 - Train: 37.20% [465350/1251000] [372.0/1000.0] [batch_t 0.455 (0.240)] [data_t 0.008] [optim_t 0.447] [lr 0.002096] [CE 4.015 (4.433)] [KD 3.814 (4.263)] 2024-10-13 05:13:20,570 - Test (net): 100.00% [50/50] [batch_t 0.392 (0.161)] [top1_cnt 35913] [top5_cnt 45310] [top_all 50000] 2024-10-13 05:13:20,571 - net: 71.826 (90.620) 2024-10-13 05:13:29,619 - Test (net_E): 100.00% [50/50] [batch_t 0.180 (0.165)] [top1_cnt 38430] [top5_cnt 46667] [top_all 50000] 2024-10-13 05:13:29,619 - net_E: 76.860 (93.334) 2024-10-13 05:13:29,843 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.910 (epoch: 371)] 2024-10-13 05:13:29,865 - ==> Total time: 1 day, 8:35:22 Eta: 2 days, 7:01:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:13:40,357 - Train: 37.20% [465400/1251000] [372.0/1000.0] [batch_t 0.257 (0.264)] [data_t 0.009] [optim_t 0.248] [lr 0.002096] [CE 4.126 (4.387)] [KD 3.937 (4.199)] 2024-10-13 05:13:52,954 - Train: 37.21% [465450/1251000] [372.1/1000.0] [batch_t 0.216 (0.252)] [data_t 0.008] [optim_t 0.209] [lr 0.002096] [CE 4.315 (4.317)] [KD 4.181 (4.137)] 2024-10-13 05:14:04,566 - Train: 37.21% [465500/1251000] [372.1/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002096] [CE 4.309 (4.426)] [KD 4.094 (4.310)] 2024-10-13 05:14:17,000 - Train: 37.21% [465550/1251000] [372.1/1000.0] [batch_t 0.249 (0.249)] [data_t 0.007] [optim_t 0.242] [lr 0.002096] [CE 4.622 (4.375)] [KD 4.299 (4.224)] 2024-10-13 05:14:29,267 - Train: 37.22% [465600/1251000] [372.2/1000.0] [batch_t 0.221 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.002095] [CE 4.219 (4.457)] [KD 3.859 (4.198)] 2024-10-13 05:14:40,945 - Train: 37.22% [465650/1251000] [372.2/1000.0] [batch_t 0.233 (0.233)] [data_t 0.010] [optim_t 0.223] [lr 0.002095] [CE 4.715 (4.420)] [KD 4.473 (4.199)] 2024-10-13 05:14:52,871 - Train: 37.23% [465700/1251000] [372.3/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.002095] [CE 4.004 (4.420)] [KD 4.413 (4.287)] 2024-10-13 05:15:05,452 - Train: 37.23% [465750/1251000] [372.3/1000.0] [batch_t 0.243 (0.251)] [data_t 0.007] [optim_t 0.236] [lr 0.002095] [CE 4.846 (4.390)] [KD 4.449 (4.254)] 2024-10-13 05:15:17,430 - Train: 37.23% [465800/1251000] [372.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.002095] [CE 4.636 (4.322)] [KD 4.499 (4.218)] 2024-10-13 05:15:29,255 - Train: 37.24% [465850/1251000] [372.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.010] [optim_t 0.226] [lr 0.002095] [CE 4.490 (4.453)] [KD 4.273 (4.291)] 2024-10-13 05:15:41,542 - Train: 37.24% [465900/1251000] [372.4/1000.0] [batch_t 0.221 (0.246)] [data_t 0.010] [optim_t 0.212] [lr 0.002094] [CE 4.296 (4.418)] [KD 4.148 (4.234)] 2024-10-13 05:15:53,452 - Train: 37.25% [465950/1251000] [372.5/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002094] [CE 4.311 (4.438)] [KD 4.281 (4.216)] 2024-10-13 05:16:05,552 - Train: 37.25% [466000/1251000] [372.5/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.002094] [CE 4.311 (4.476)] [KD 4.373 (4.319)] 2024-10-13 05:16:17,948 - Train: 37.25% [466050/1251000] [372.5/1000.0] [batch_t 0.226 (0.248)] [data_t 0.010] [optim_t 0.217] [lr 0.002094] [CE 4.755 (4.428)] [KD 4.445 (4.296)] 2024-10-13 05:16:30,037 - Train: 37.26% [466100/1251000] [372.6/1000.0] [batch_t 0.223 (0.242)] [data_t 0.009] [optim_t 0.214] [lr 0.002094] [CE 4.404 (4.462)] [KD 4.283 (4.284)] 2024-10-13 05:16:42,234 - Train: 37.26% [466150/1251000] [372.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.002094] [CE 5.064 (4.480)] [KD 4.622 (4.263)] 2024-10-13 05:16:54,676 - Train: 37.27% [466200/1251000] [372.7/1000.0] [batch_t 0.225 (0.249)] [data_t 0.007] [optim_t 0.218] [lr 0.002093] [CE 4.719 (4.435)] [KD 4.326 (4.240)] 2024-10-13 05:17:06,944 - Train: 37.27% [466250/1251000] [372.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.007] [optim_t 0.231] [lr 0.002093] [CE 4.692 (4.390)] [KD 4.569 (4.333)] 2024-10-13 05:17:18,893 - Train: 37.27% [466300/1251000] [372.7/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002093] [CE 3.984 (4.425)] [KD 4.119 (4.280)] 2024-10-13 05:17:31,035 - Train: 37.28% [466350/1251000] [372.8/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.002093] [CE 4.169 (4.332)] [KD 4.069 (4.196)] 2024-10-13 05:17:43,349 - Train: 37.28% [466400/1251000] [372.8/1000.0] [batch_t 0.477 (0.246)] [data_t 0.007] [optim_t 0.471] [lr 0.002093] [CE 4.104 (4.392)] [KD 4.189 (4.330)] 2024-10-13 05:17:55,230 - Train: 37.29% [466450/1251000] [372.9/1000.0] [batch_t 0.226 (0.237)] [data_t 0.006] [optim_t 0.220] [lr 0.002092] [CE 3.889 (4.444)] [KD 4.028 (4.308)] 2024-10-13 05:18:07,341 - Train: 37.29% [466500/1251000] [372.9/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.002092] [CE 4.465 (4.346)] [KD 4.117 (4.210)] 2024-10-13 05:18:19,785 - Train: 37.29% [466550/1251000] [372.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.002092] [CE 4.825 (4.485)] [KD 4.432 (4.274)] 2024-10-13 05:18:31,507 - Train: 37.30% [466600/1251000] [373.0/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002092] [CE 4.165 (4.462)] [KD 4.057 (4.292)] 2024-10-13 05:18:45,572 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.164)] [top1_cnt 36029] [top5_cnt 45558] [top_all 50000] 2024-10-13 05:18:45,573 - net: 72.058 (91.116) 2024-10-13 05:18:55,618 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.184)] [top1_cnt 38452] [top5_cnt 46650] [top_all 50000] 2024-10-13 05:18:55,619 - net_E: 76.904 (93.300) 2024-10-13 05:18:55,875 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.910 (epoch: 371)] 2024-10-13 05:18:55,876 - ==> Total time: 1 day, 8:40:48 Eta: 2 days, 6:56:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:19:05,846 - Train: 37.30% [466650/1251000] [373.0/1000.0] [batch_t 0.232 (0.274)] [data_t 0.006] [optim_t 0.225] [lr 0.002092] [CE 4.217 (4.369)] [KD 4.255 (4.270)] 2024-10-13 05:19:18,232 - Train: 37.31% [466700/1251000] [373.1/1000.0] [batch_t 0.239 (0.248)] [data_t 0.008] [optim_t 0.230] [lr 0.002092] [CE 4.005 (4.425)] [KD 4.069 (4.262)] 2024-10-13 05:19:30,396 - Train: 37.31% [466750/1251000] [373.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.002091] [CE 4.322 (4.435)] [KD 3.866 (4.284)] 2024-10-13 05:19:42,336 - Train: 37.31% [466800/1251000] [373.1/1000.0] [batch_t 0.244 (0.239)] [data_t 0.010] [optim_t 0.234] [lr 0.002091] [CE 4.916 (4.406)] [KD 4.595 (4.253)] 2024-10-13 05:19:54,561 - Train: 37.32% [466850/1251000] [373.2/1000.0] [batch_t 0.246 (0.244)] [data_t 0.006] [optim_t 0.240] [lr 0.002091] [CE 4.625 (4.415)] [KD 4.686 (4.263)] 2024-10-13 05:20:07,073 - Train: 37.32% [466900/1251000] [373.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.011] [optim_t 0.224] [lr 0.002091] [CE 3.833 (4.415)] [KD 3.989 (4.243)] 2024-10-13 05:20:18,969 - Train: 37.33% [466950/1251000] [373.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.006] [optim_t 0.231] [lr 0.002091] [CE 4.049 (4.363)] [KD 4.147 (4.184)] 2024-10-13 05:20:30,804 - Train: 37.33% [467000/1251000] [373.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.228] [lr 0.002091] [CE 4.239 (4.520)] [KD 4.159 (4.280)] 2024-10-13 05:20:43,428 - Train: 37.33% [467050/1251000] [373.3/1000.0] [batch_t 0.238 (0.252)] [data_t 0.007] [optim_t 0.230] [lr 0.002090] [CE 4.287 (4.429)] [KD 4.169 (4.282)] 2024-10-13 05:20:55,240 - Train: 37.34% [467100/1251000] [373.4/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.002090] [CE 4.304 (4.382)] [KD 4.395 (4.226)] 2024-10-13 05:21:06,959 - Train: 37.34% [467150/1251000] [373.4/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.002090] [CE 4.094 (4.428)] [KD 4.159 (4.252)] 2024-10-13 05:21:19,357 - Train: 37.35% [467200/1251000] [373.5/1000.0] [batch_t 0.218 (0.248)] [data_t 0.008] [optim_t 0.210] [lr 0.002090] [CE 4.137 (4.387)] [KD 4.225 (4.235)] 2024-10-13 05:21:31,361 - Train: 37.35% [467250/1251000] [373.5/1000.0] [batch_t 0.217 (0.240)] [data_t 0.010] [optim_t 0.208] [lr 0.002090] [CE 4.046 (4.436)] [KD 4.067 (4.310)] 2024-10-13 05:21:43,341 - Train: 37.35% [467300/1251000] [373.5/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.002090] [CE 3.845 (4.442)] [KD 3.998 (4.231)] 2024-10-13 05:21:56,121 - Train: 37.36% [467350/1251000] [373.6/1000.0] [batch_t 0.236 (0.255)] [data_t 0.008] [optim_t 0.227] [lr 0.002089] [CE 4.389 (4.451)] [KD 4.201 (4.298)] 2024-10-13 05:22:08,083 - Train: 37.36% [467400/1251000] [373.6/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.002089] [CE 4.539 (4.486)] [KD 4.434 (4.352)] 2024-10-13 05:22:19,949 - Train: 37.37% [467450/1251000] [373.7/1000.0] [batch_t 0.226 (0.237)] [data_t 0.008] [optim_t 0.218] [lr 0.002089] [CE 4.528 (4.403)] [KD 4.439 (4.308)] 2024-10-13 05:22:32,164 - Train: 37.37% [467500/1251000] [373.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002089] [CE 4.036 (4.437)] [KD 4.092 (4.284)] 2024-10-13 05:22:44,234 - Train: 37.37% [467550/1251000] [373.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.002089] [CE 4.347 (4.406)] [KD 4.475 (4.318)] 2024-10-13 05:22:55,778 - Train: 37.38% [467600/1251000] [373.8/1000.0] [batch_t 0.214 (0.231)] [data_t 0.008] [optim_t 0.206] [lr 0.002089] [CE 4.730 (4.466)] [KD 4.559 (4.336)] 2024-10-13 05:23:08,003 - Train: 37.38% [467650/1251000] [373.8/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.002088] [CE 4.422 (4.407)] [KD 4.356 (4.206)] 2024-10-13 05:23:20,458 - Train: 37.39% [467700/1251000] [373.9/1000.0] [batch_t 0.228 (0.249)] [data_t 0.008] [optim_t 0.219] [lr 0.002088] [CE 4.314 (4.431)] [KD 4.193 (4.282)] 2024-10-13 05:23:32,609 - Train: 37.39% [467750/1251000] [373.9/1000.0] [batch_t 0.225 (0.243)] [data_t 0.009] [optim_t 0.215] [lr 0.002088] [CE 4.455 (4.462)] [KD 4.230 (4.245)] 2024-10-13 05:23:44,445 - Train: 37.39% [467800/1251000] [373.9/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.002088] [CE 4.487 (4.455)] [KD 4.373 (4.290)] 2024-10-13 05:23:56,437 - Train: 37.40% [467850/1251000] [374.0/1000.0] [batch_t 0.238 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.002088] [CE 4.027 (4.370)] [KD 4.116 (4.203)] 2024-10-13 05:24:11,183 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.174)] [top1_cnt 35854] [top5_cnt 45392] [top_all 50000] 2024-10-13 05:24:11,183 - net: 71.708 (90.784) 2024-10-13 05:24:20,254 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 38478] [top5_cnt 46639] [top_all 50000] 2024-10-13 05:24:20,254 - net_E: 76.956 (93.278) 2024-10-13 05:24:20,472 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.956 (epoch: 374)] 2024-10-13 05:24:20,473 - ==> Total time: 1 day, 8:46:13 Eta: 2 days, 6:51:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:24:38,570 - Train: 37.40% [467900/1251000] [374.0/1000.0] [batch_t 0.221 (0.257)] [data_t 0.010] [optim_t 0.211] [lr 0.002088] [CE 4.864 (4.395)] [KD 4.156 (4.143)] 2024-10-13 05:24:50,829 - Train: 37.41% [467950/1251000] [374.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.007] [optim_t 0.226] [lr 0.002087] [CE 4.485 (4.413)] [KD 4.266 (4.206)] 2024-10-13 05:25:03,139 - Train: 37.41% [468000/1251000] [374.1/1000.0] [batch_t 0.247 (0.246)] [data_t 0.007] [optim_t 0.240] [lr 0.002087] [CE 4.140 (4.443)] [KD 4.087 (4.191)] 2024-10-13 05:25:15,182 - Train: 37.41% [468050/1251000] [374.1/1000.0] [batch_t 0.216 (0.241)] [data_t 0.009] [optim_t 0.207] [lr 0.002087] [CE 4.558 (4.393)] [KD 4.233 (4.194)] 2024-10-13 05:25:26,981 - Train: 37.42% [468100/1251000] [374.2/1000.0] [batch_t 0.240 (0.236)] [data_t 0.008] [optim_t 0.232] [lr 0.002087] [CE 4.430 (4.446)] [KD 4.246 (4.249)] 2024-10-13 05:25:39,382 - Train: 37.42% [468150/1251000] [374.2/1000.0] [batch_t 0.232 (0.248)] [data_t 0.010] [optim_t 0.222] [lr 0.002087] [CE 4.495 (4.363)] [KD 4.112 (4.200)] 2024-10-13 05:25:50,852 - Train: 37.43% [468200/1251000] [374.3/1000.0] [batch_t 0.225 (0.229)] [data_t 0.009] [optim_t 0.216] [lr 0.002086] [CE 5.206 (4.495)] [KD 4.764 (4.338)] 2024-10-13 05:26:02,383 - Train: 37.43% [468250/1251000] [374.3/1000.0] [batch_t 0.249 (0.230)] [data_t 0.007] [optim_t 0.242] [lr 0.002086] [CE 4.616 (4.419)] [KD 4.160 (4.289)] 2024-10-13 05:26:14,569 - Train: 37.43% [468300/1251000] [374.3/1000.0] [batch_t 0.220 (0.244)] [data_t 0.010] [optim_t 0.210] [lr 0.002086] [CE 4.901 (4.405)] [KD 4.760 (4.322)] 2024-10-13 05:26:26,630 - Train: 37.44% [468350/1251000] [374.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.227] [lr 0.002086] [CE 4.450 (4.478)] [KD 4.226 (4.343)] 2024-10-13 05:26:38,437 - Train: 37.44% [468400/1251000] [374.4/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.002086] [CE 5.003 (4.368)] [KD 4.543 (4.201)] 2024-10-13 05:26:50,802 - Train: 37.45% [468450/1251000] [374.5/1000.0] [batch_t 0.248 (0.247)] [data_t 0.010] [optim_t 0.239] [lr 0.002086] [CE 4.076 (4.362)] [KD 4.112 (4.151)] 2024-10-13 05:27:02,669 - Train: 37.45% [468500/1251000] [374.5/1000.0] [batch_t 0.227 (0.237)] [data_t 0.008] [optim_t 0.218] [lr 0.002085] [CE 4.594 (4.367)] [KD 4.458 (4.259)] 2024-10-13 05:27:14,544 - Train: 37.45% [468550/1251000] [374.5/1000.0] [batch_t 0.222 (0.237)] [data_t 0.008] [optim_t 0.214] [lr 0.002085] [CE 4.769 (4.486)] [KD 4.538 (4.335)] 2024-10-13 05:27:26,430 - Train: 37.46% [468600/1251000] [374.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.002085] [CE 4.791 (4.432)] [KD 4.554 (4.167)] 2024-10-13 05:27:38,122 - Train: 37.46% [468650/1251000] [374.6/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.002085] [CE 4.347 (4.390)] [KD 4.483 (4.251)] 2024-10-13 05:27:50,307 - Train: 37.47% [468700/1251000] [374.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.006] [optim_t 0.227] [lr 0.002085] [CE 4.325 (4.443)] [KD 4.170 (4.194)] 2024-10-13 05:28:02,478 - Train: 37.47% [468750/1251000] [374.7/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.002085] [CE 4.372 (4.456)] [KD 4.211 (4.290)] 2024-10-13 05:28:14,093 - Train: 37.47% [468800/1251000] [374.7/1000.0] [batch_t 0.235 (0.232)] [data_t 0.009] [optim_t 0.226] [lr 0.002084] [CE 4.323 (4.324)] [KD 4.366 (4.211)] 2024-10-13 05:28:25,761 - Train: 37.48% [468850/1251000] [374.8/1000.0] [batch_t 0.239 (0.233)] [data_t 0.008] [optim_t 0.232] [lr 0.002084] [CE 4.708 (4.476)] [KD 4.348 (4.360)] 2024-10-13 05:28:38,040 - Train: 37.48% [468900/1251000] [374.8/1000.0] [batch_t 0.222 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.002084] [CE 4.544 (4.353)] [KD 4.050 (4.157)] 2024-10-13 05:28:50,093 - Train: 37.49% [468950/1251000] [374.9/1000.0] [batch_t 0.226 (0.241)] [data_t 0.007] [optim_t 0.219] [lr 0.002084] [CE 4.352 (4.406)] [KD 4.406 (4.337)] 2024-10-13 05:29:01,654 - Train: 37.49% [469000/1251000] [374.9/1000.0] [batch_t 0.222 (0.231)] [data_t 0.008] [optim_t 0.214] [lr 0.002084] [CE 3.821 (4.413)] [KD 4.118 (4.315)] 2024-10-13 05:29:13,574 - Train: 37.49% [469050/1251000] [374.9/1000.0] [batch_t 0.224 (0.238)] [data_t 0.011] [optim_t 0.214] [lr 0.002084] [CE 4.697 (4.464)] [KD 4.382 (4.299)] 2024-10-13 05:29:25,286 - Train: 37.50% [469100/1251000] [375.0/1000.0] [batch_t 0.218 (0.234)] [data_t 0.008] [optim_t 0.210] [lr 0.002083] [CE 4.586 (4.467)] [KD 4.423 (4.280)] 2024-10-13 05:29:40,541 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.184)] [top1_cnt 35688] [top5_cnt 45333] [top_all 50000] 2024-10-13 05:29:40,542 - net: 71.376 (90.666) 2024-10-13 05:29:50,030 - Test (net_E): 100.00% [50/50] [batch_t 0.152 (0.174)] [top1_cnt 38489] [top5_cnt 46647] [top_all 50000] 2024-10-13 05:29:50,031 - net_E: 76.978 (93.294) 2024-10-13 05:29:50,272 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 05:29:50,272 - ==> Total time: 1 day, 8:51:43 Eta: 2 days, 6:46:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:30:17,255 - Train: 37.50% [469150/1251000] [375.0/1000.0] [batch_t 0.222 (0.263)] [data_t 0.006] [optim_t 0.215] [lr 0.002083] [CE 4.873 (4.419)] [KD 4.506 (4.272)] 2024-10-13 05:30:29,039 - Train: 37.51% [469200/1251000] [375.1/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.211] [lr 0.002083] [CE 4.388 (4.353)] [KD 4.196 (4.228)] 2024-10-13 05:30:41,454 - Train: 37.51% [469250/1251000] [375.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.008] [optim_t 0.225] [lr 0.002083] [CE 4.439 (4.449)] [KD 4.129 (4.237)] 2024-10-13 05:30:53,421 - Train: 37.51% [469300/1251000] [375.1/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.227] [lr 0.002083] [CE 4.125 (4.364)] [KD 4.289 (4.136)] 2024-10-13 05:31:05,314 - Train: 37.52% [469350/1251000] [375.2/1000.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.002083] [CE 4.449 (4.419)] [KD 4.034 (4.200)] 2024-10-13 05:31:17,428 - Train: 37.52% [469400/1251000] [375.2/1000.0] [batch_t 0.240 (0.242)] [data_t 0.008] [optim_t 0.232] [lr 0.002082] [CE 4.714 (4.449)] [KD 4.537 (4.220)] 2024-10-13 05:31:29,403 - Train: 37.53% [469450/1251000] [375.3/1000.0] [batch_t 0.257 (0.239)] [data_t 0.007] [optim_t 0.250] [lr 0.002082] [CE 4.193 (4.474)] [KD 4.211 (4.271)] 2024-10-13 05:31:41,393 - Train: 37.53% [469500/1251000] [375.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.230] [lr 0.002082] [CE 4.865 (4.420)] [KD 4.521 (4.312)] 2024-10-13 05:31:53,243 - Train: 37.53% [469550/1251000] [375.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002082] [CE 4.415 (4.401)] [KD 4.333 (4.254)] 2024-10-13 05:32:05,506 - Train: 37.54% [469600/1251000] [375.4/1000.0] [batch_t 0.241 (0.245)] [data_t 0.011] [optim_t 0.230] [lr 0.002082] [CE 4.777 (4.403)] [KD 4.560 (4.281)] 2024-10-13 05:32:17,432 - Train: 37.54% [469650/1251000] [375.4/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.002081] [CE 4.156 (4.396)] [KD 3.911 (4.161)] 2024-10-13 05:32:29,306 - Train: 37.55% [469700/1251000] [375.5/1000.0] [batch_t 0.221 (0.237)] [data_t 0.007] [optim_t 0.214] [lr 0.002081] [CE 3.990 (4.486)] [KD 4.044 (4.183)] 2024-10-13 05:32:40,995 - Train: 37.55% [469750/1251000] [375.5/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.002081] [CE 4.720 (4.410)] [KD 4.370 (4.188)] 2024-10-13 05:32:53,059 - Train: 37.55% [469800/1251000] [375.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002081] [CE 4.901 (4.428)] [KD 4.697 (4.213)] 2024-10-13 05:33:05,033 - Train: 37.56% [469850/1251000] [375.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.002081] [CE 3.853 (4.467)] [KD 3.863 (4.244)] 2024-10-13 05:33:17,090 - Train: 37.56% [469900/1251000] [375.6/1000.0] [batch_t 0.215 (0.241)] [data_t 0.008] [optim_t 0.207] [lr 0.002081] [CE 3.999 (4.348)] [KD 4.068 (4.204)] 2024-10-13 05:33:28,710 - Train: 37.57% [469950/1251000] [375.7/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002080] [CE 4.397 (4.412)] [KD 4.515 (4.186)] 2024-10-13 05:33:40,528 - Train: 37.57% [470000/1251000] [375.7/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002080] [CE 4.528 (4.375)] [KD 4.189 (4.191)] 2024-10-13 05:33:52,009 - Train: 37.57% [470050/1251000] [375.7/1000.0] [batch_t 0.219 (0.229)] [data_t 0.010] [optim_t 0.209] [lr 0.002080] [CE 4.156 (4.442)] [KD 3.955 (4.190)] 2024-10-13 05:34:03,939 - Train: 37.58% [470100/1251000] [375.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.010] [optim_t 0.223] [lr 0.002080] [CE 4.501 (4.437)] [KD 4.412 (4.266)] 2024-10-13 05:34:16,103 - Train: 37.58% [470150/1251000] [375.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.002080] [CE 4.366 (4.407)] [KD 4.047 (4.232)] 2024-10-13 05:34:27,824 - Train: 37.59% [470200/1251000] [375.9/1000.0] [batch_t 0.228 (0.234)] [data_t 0.010] [optim_t 0.218] [lr 0.002080] [CE 4.397 (4.403)] [KD 4.333 (4.245)] 2024-10-13 05:34:40,029 - Train: 37.59% [470250/1251000] [375.9/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.217] [lr 0.002079] [CE 4.473 (4.376)] [KD 4.276 (4.276)] 2024-10-13 05:34:52,080 - Train: 37.59% [470300/1251000] [375.9/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.002079] [CE 4.595 (4.428)] [KD 4.305 (4.263)] 2024-10-13 05:35:03,435 - Train: 37.60% [470350/1251000] [376.0/1000.0] [batch_t 0.240 (0.227)] [data_t 0.007] [optim_t 0.233] [lr 0.002079] [CE 5.110 (4.414)] [KD 4.714 (4.264)] 2024-10-13 05:35:18,669 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 35846] [top5_cnt 45364] [top_all 50000] 2024-10-13 05:35:18,670 - net: 71.692 (90.728) 2024-10-13 05:35:27,587 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 38441] [top5_cnt 46683] [top_all 50000] 2024-10-13 05:35:27,587 - net_E: 76.882 (93.366) 2024-10-13 05:35:27,804 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 05:35:27,805 - ==> Total time: 1 day, 8:57:20 Eta: 2 days, 6:41:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:35:37,908 - Train: 37.60% [470400/1251000] [376.0/1000.0] [batch_t 0.250 (0.292)] [data_t 0.010] [optim_t 0.240] [lr 0.002079] [CE 4.634 (4.422)] [KD 4.138 (4.220)] 2024-10-13 05:35:50,383 - Train: 37.61% [470450/1251000] [376.1/1000.0] [batch_t 0.472 (0.249)] [data_t 0.008] [optim_t 0.464] [lr 0.002079] [CE 4.589 (4.360)] [KD 4.411 (4.196)] 2024-10-13 05:36:02,770 - Train: 37.61% [470500/1251000] [376.1/1000.0] [batch_t 0.249 (0.248)] [data_t 0.010] [optim_t 0.239] [lr 0.002079] [CE 4.155 (4.368)] [KD 3.927 (4.199)] 2024-10-13 05:36:14,802 - Train: 37.61% [470550/1251000] [376.1/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002078] [CE 4.358 (4.411)] [KD 4.340 (4.182)] 2024-10-13 05:36:26,697 - Train: 37.62% [470600/1251000] [376.2/1000.0] [batch_t 0.224 (0.238)] [data_t 0.011] [optim_t 0.213] [lr 0.002078] [CE 4.431 (4.455)] [KD 4.101 (4.220)] 2024-10-13 05:36:38,506 - Train: 37.62% [470650/1251000] [376.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.010] [optim_t 0.225] [lr 0.002078] [CE 4.508 (4.482)] [KD 4.454 (4.298)] 2024-10-13 05:36:50,724 - Train: 37.63% [470700/1251000] [376.3/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.220] [lr 0.002078] [CE 4.195 (4.396)] [KD 4.183 (4.253)] 2024-10-13 05:37:02,608 - Train: 37.63% [470750/1251000] [376.3/1000.0] [batch_t 0.246 (0.237)] [data_t 0.011] [optim_t 0.235] [lr 0.002078] [CE 4.333 (4.374)] [KD 4.355 (4.201)] 2024-10-13 05:37:15,004 - Train: 37.63% [470800/1251000] [376.3/1000.0] [batch_t 0.222 (0.248)] [data_t 0.010] [optim_t 0.212] [lr 0.002078] [CE 4.527 (4.450)] [KD 4.332 (4.265)] 2024-10-13 05:37:27,052 - Train: 37.64% [470850/1251000] [376.4/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.002077] [CE 4.427 (4.458)] [KD 4.361 (4.332)] 2024-10-13 05:37:39,138 - Train: 37.64% [470900/1251000] [376.4/1000.0] [batch_t 0.229 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.002077] [CE 3.945 (4.423)] [KD 3.849 (4.308)] 2024-10-13 05:37:51,268 - Train: 37.65% [470950/1251000] [376.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002077] [CE 4.491 (4.432)] [KD 4.265 (4.259)] 2024-10-13 05:38:03,283 - Train: 37.65% [471000/1251000] [376.5/1000.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.002077] [CE 4.163 (4.328)] [KD 4.359 (4.186)] 2024-10-13 05:38:14,905 - Train: 37.65% [471050/1251000] [376.5/1000.0] [batch_t 0.237 (0.232)] [data_t 0.009] [optim_t 0.228] [lr 0.002077] [CE 4.815 (4.457)] [KD 4.335 (4.326)] 2024-10-13 05:38:26,754 - Train: 37.66% [471100/1251000] [376.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.011] [optim_t 0.227] [lr 0.002076] [CE 4.460 (4.442)] [KD 4.290 (4.321)] 2024-10-13 05:38:38,986 - Train: 37.66% [471150/1251000] [376.6/1000.0] [batch_t 0.217 (0.244)] [data_t 0.009] [optim_t 0.209] [lr 0.002076] [CE 4.074 (4.333)] [KD 4.018 (4.201)] 2024-10-13 05:38:50,930 - Train: 37.67% [471200/1251000] [376.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.002076] [CE 4.936 (4.423)] [KD 4.627 (4.169)] 2024-10-13 05:39:02,917 - Train: 37.67% [471250/1251000] [376.7/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002076] [CE 4.549 (4.468)] [KD 4.224 (4.263)] 2024-10-13 05:39:15,288 - Train: 37.67% [471300/1251000] [376.7/1000.0] [batch_t 0.244 (0.247)] [data_t 0.010] [optim_t 0.235] [lr 0.002076] [CE 4.356 (4.415)] [KD 4.424 (4.224)] 2024-10-13 05:39:27,309 - Train: 37.68% [471350/1251000] [376.8/1000.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.218] [lr 0.002076] [CE 4.548 (4.445)] [KD 4.556 (4.255)] 2024-10-13 05:39:39,369 - Train: 37.68% [471400/1251000] [376.8/1000.0] [batch_t 0.230 (0.241)] [data_t 0.008] [optim_t 0.222] [lr 0.002075] [CE 4.018 (4.381)] [KD 3.977 (4.310)] 2024-10-13 05:39:51,289 - Train: 37.69% [471450/1251000] [376.9/1000.0] [batch_t 0.224 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.002075] [CE 4.912 (4.405)] [KD 4.724 (4.323)] 2024-10-13 05:40:03,389 - Train: 37.69% [471500/1251000] [376.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.011] [optim_t 0.221] [lr 0.002075] [CE 4.369 (4.452)] [KD 4.287 (4.221)] 2024-10-13 05:40:15,490 - Train: 37.69% [471550/1251000] [376.9/1000.0] [batch_t 0.229 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.002075] [CE 5.041 (4.427)] [KD 4.454 (4.263)] 2024-10-13 05:40:27,435 - Train: 37.70% [471600/1251000] [377.0/1000.0] [batch_t 0.225 (0.239)] [data_t 0.011] [optim_t 0.215] [lr 0.002075] [CE 4.358 (4.502)] [KD 4.528 (4.295)] 2024-10-13 05:40:42,158 - Test (net): 100.00% [50/50] [batch_t 0.082 (0.159)] [top1_cnt 36115] [top5_cnt 45490] [top_all 50000] 2024-10-13 05:40:42,159 - net: 72.230 (90.980) 2024-10-13 05:40:51,763 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.175)] [top1_cnt 38426] [top5_cnt 46693] [top_all 50000] 2024-10-13 05:40:51,764 - net_E: 76.852 (93.386) 2024-10-13 05:40:51,984 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 05:40:51,985 - ==> Total time: 1 day, 9:02:44 Eta: 2 days, 6:36:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:41:01,014 - Train: 37.70% [471650/1251000] [377.0/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.002075] [CE 4.885 (4.504)] [KD 4.398 (4.231)] 2024-10-13 05:41:12,927 - Train: 37.71% [471700/1251000] [377.1/1000.0] [batch_t 0.215 (0.238)] [data_t 0.007] [optim_t 0.208] [lr 0.002074] [CE 4.418 (4.497)] [KD 4.194 (4.299)] 2024-10-13 05:41:25,274 - Train: 37.71% [471750/1251000] [377.1/1000.0] [batch_t 0.221 (0.247)] [data_t 0.007] [optim_t 0.215] [lr 0.002074] [CE 4.325 (4.397)] [KD 4.040 (4.255)] 2024-10-13 05:41:37,173 - Train: 37.71% [471800/1251000] [377.1/1000.0] [batch_t 0.216 (0.238)] [data_t 0.007] [optim_t 0.209] [lr 0.002074] [CE 4.390 (4.356)] [KD 3.941 (4.165)] 2024-10-13 05:41:48,917 - Train: 37.72% [471850/1251000] [377.2/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.212] [lr 0.002074] [CE 4.382 (4.374)] [KD 4.058 (4.197)] 2024-10-13 05:42:01,059 - Train: 37.72% [471900/1251000] [377.2/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.002074] [CE 4.329 (4.411)] [KD 4.240 (4.286)] 2024-10-13 05:42:13,338 - Train: 37.73% [471950/1251000] [377.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.228] [lr 0.002074] [CE 4.545 (4.468)] [KD 4.310 (4.331)] 2024-10-13 05:42:25,503 - Train: 37.73% [472000/1251000] [377.3/1000.0] [batch_t 0.243 (0.243)] [data_t 0.008] [optim_t 0.235] [lr 0.002073] [CE 4.487 (4.419)] [KD 4.354 (4.269)] 2024-10-13 05:42:37,896 - Train: 37.73% [472050/1251000] [377.3/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.002073] [CE 4.037 (4.397)] [KD 3.971 (4.183)] 2024-10-13 05:42:49,667 - Train: 37.74% [472100/1251000] [377.4/1000.0] [batch_t 0.220 (0.235)] [data_t 0.010] [optim_t 0.210] [lr 0.002073] [CE 4.472 (4.361)] [KD 4.143 (4.197)] 2024-10-13 05:43:01,204 - Train: 37.74% [472150/1251000] [377.4/1000.0] [batch_t 0.224 (0.231)] [data_t 0.008] [optim_t 0.215] [lr 0.002073] [CE 4.317 (4.444)] [KD 4.389 (4.228)] 2024-10-13 05:43:13,303 - Train: 37.75% [472200/1251000] [377.5/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.002073] [CE 4.589 (4.420)] [KD 4.443 (4.293)] 2024-10-13 05:43:25,169 - Train: 37.75% [472250/1251000] [377.5/1000.0] [batch_t 0.225 (0.237)] [data_t 0.010] [optim_t 0.215] [lr 0.002073] [CE 4.219 (4.390)] [KD 4.171 (4.243)] 2024-10-13 05:43:37,044 - Train: 37.75% [472300/1251000] [377.5/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.002072] [CE 4.685 (4.374)] [KD 4.481 (4.221)] 2024-10-13 05:43:49,737 - Train: 37.76% [472350/1251000] [377.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.006] [optim_t 0.227] [lr 0.002072] [CE 4.505 (4.382)] [KD 4.093 (4.271)] 2024-10-13 05:44:01,768 - Train: 37.76% [472400/1251000] [377.6/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002072] [CE 4.388 (4.376)] [KD 4.383 (4.273)] 2024-10-13 05:44:13,575 - Train: 37.77% [472450/1251000] [377.7/1000.0] [batch_t 0.224 (0.236)] [data_t 0.010] [optim_t 0.214] [lr 0.002072] [CE 4.436 (4.431)] [KD 4.317 (4.279)] 2024-10-13 05:44:26,028 - Train: 37.77% [472500/1251000] [377.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.008] [optim_t 0.225] [lr 0.002072] [CE 4.438 (4.441)] [KD 4.063 (4.212)] 2024-10-13 05:44:37,917 - Train: 37.77% [472550/1251000] [377.7/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002071] [CE 3.889 (4.402)] [KD 3.945 (4.185)] 2024-10-13 05:44:49,533 - Train: 37.78% [472600/1251000] [377.8/1000.0] [batch_t 0.226 (0.232)] [data_t 0.008] [optim_t 0.218] [lr 0.002071] [CE 3.889 (4.375)] [KD 4.163 (4.201)] 2024-10-13 05:45:02,186 - Train: 37.78% [472650/1251000] [377.8/1000.0] [batch_t 0.232 (0.253)] [data_t 0.010] [optim_t 0.222] [lr 0.002071] [CE 4.137 (4.366)] [KD 4.056 (4.190)] 2024-10-13 05:45:14,305 - Train: 37.79% [472700/1251000] [377.9/1000.0] [batch_t 0.218 (0.242)] [data_t 0.008] [optim_t 0.210] [lr 0.002071] [CE 4.515 (4.390)] [KD 4.096 (4.197)] 2024-10-13 05:45:26,052 - Train: 37.79% [472750/1251000] [377.9/1000.0] [batch_t 0.244 (0.235)] [data_t 0.008] [optim_t 0.236] [lr 0.002071] [CE 4.548 (4.416)] [KD 4.387 (4.251)] 2024-10-13 05:45:38,675 - Train: 37.79% [472800/1251000] [377.9/1000.0] [batch_t 0.399 (0.252)] [data_t 0.006] [optim_t 0.393] [lr 0.002071] [CE 3.519 (4.465)] [KD 3.691 (4.252)] 2024-10-13 05:45:50,621 - Train: 37.80% [472850/1251000] [378.0/1000.0] [batch_t 0.224 (0.239)] [data_t 0.010] [optim_t 0.215] [lr 0.002070] [CE 4.242 (4.400)] [KD 4.272 (4.264)] 2024-10-13 05:46:05,996 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.172)] [top1_cnt 35840] [top5_cnt 45389] [top_all 50000] 2024-10-13 05:46:05,996 - net: 71.680 (90.778) 2024-10-13 05:46:14,499 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.153)] [top1_cnt 38456] [top5_cnt 46671] [top_all 50000] 2024-10-13 05:46:14,499 - net_E: 76.912 (93.342) 2024-10-13 05:46:14,707 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 05:46:14,707 - ==> Total time: 1 day, 9:08:07 Eta: 2 days, 6:31:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:46:23,305 - Train: 37.80% [472900/1251000] [378.0/1000.0] [batch_t 0.238 (0.260)] [data_t 0.011] [optim_t 0.228] [lr 0.002070] [CE 4.307 (4.416)] [KD 4.183 (4.186)] 2024-10-13 05:46:35,456 - Train: 37.81% [472950/1251000] [378.1/1000.0] [batch_t 0.223 (0.243)] [data_t 0.008] [optim_t 0.214] [lr 0.002070] [CE 4.272 (4.448)] [KD 4.119 (4.302)] 2024-10-13 05:46:47,683 - Train: 37.81% [473000/1251000] [378.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.002070] [CE 4.211 (4.535)] [KD 4.452 (4.342)] 2024-10-13 05:46:59,731 - Train: 37.81% [473050/1251000] [378.1/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.002070] [CE 4.155 (4.469)] [KD 4.276 (4.334)] 2024-10-13 05:47:11,838 - Train: 37.82% [473100/1251000] [378.2/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.214] [lr 0.002070] [CE 4.438 (4.332)] [KD 4.024 (4.188)] 2024-10-13 05:47:23,920 - Train: 37.82% [473150/1251000] [378.2/1000.0] [batch_t 0.244 (0.241)] [data_t 0.007] [optim_t 0.236] [lr 0.002069] [CE 4.504 (4.460)] [KD 4.269 (4.290)] 2024-10-13 05:47:35,464 - Train: 37.83% [473200/1251000] [378.3/1000.0] [batch_t 0.227 (0.231)] [data_t 0.008] [optim_t 0.218] [lr 0.002069] [CE 4.929 (4.489)] [KD 4.709 (4.306)] 2024-10-13 05:47:47,291 - Train: 37.83% [473250/1251000] [378.3/1000.0] [batch_t 0.224 (0.236)] [data_t 0.010] [optim_t 0.215] [lr 0.002069] [CE 4.402 (4.386)] [KD 4.354 (4.254)] 2024-10-13 05:47:59,255 - Train: 37.83% [473300/1251000] [378.3/1000.0] [batch_t 0.225 (0.239)] [data_t 0.010] [optim_t 0.216] [lr 0.002069] [CE 3.741 (4.472)] [KD 3.745 (4.257)] 2024-10-13 05:48:11,468 - Train: 37.84% [473350/1251000] [378.4/1000.0] [batch_t 0.253 (0.244)] [data_t 0.007] [optim_t 0.246] [lr 0.002069] [CE 4.452 (4.340)] [KD 4.280 (4.176)] 2024-10-13 05:48:23,515 - Train: 37.84% [473400/1251000] [378.4/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.221] [lr 0.002069] [CE 4.751 (4.423)] [KD 4.386 (4.282)] 2024-10-13 05:48:35,149 - Train: 37.85% [473450/1251000] [378.5/1000.0] [batch_t 0.230 (0.233)] [data_t 0.010] [optim_t 0.220] [lr 0.002068] [CE 4.321 (4.411)] [KD 3.951 (4.239)] 2024-10-13 05:48:46,655 - Train: 37.85% [473500/1251000] [378.5/1000.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.221] [lr 0.002068] [CE 4.810 (4.416)] [KD 4.325 (4.219)] 2024-10-13 05:48:58,296 - Train: 37.85% [473550/1251000] [378.5/1000.0] [batch_t 0.245 (0.233)] [data_t 0.011] [optim_t 0.234] [lr 0.002068] [CE 4.136 (4.488)] [KD 4.069 (4.276)] 2024-10-13 05:49:10,134 - Train: 37.86% [473600/1251000] [378.6/1000.0] [batch_t 0.216 (0.237)] [data_t 0.009] [optim_t 0.207] [lr 0.002068] [CE 4.269 (4.461)] [KD 4.467 (4.275)] 2024-10-13 05:49:21,952 - Train: 37.86% [473650/1251000] [378.6/1000.0] [batch_t 0.221 (0.236)] [data_t 0.007] [optim_t 0.214] [lr 0.002068] [CE 4.118 (4.446)] [KD 4.201 (4.338)] 2024-10-13 05:49:34,370 - Train: 37.87% [473700/1251000] [378.7/1000.0] [batch_t 0.407 (0.248)] [data_t 0.007] [optim_t 0.400] [lr 0.002067] [CE 4.246 (4.423)] [KD 4.113 (4.265)] 2024-10-13 05:49:46,350 - Train: 37.87% [473750/1251000] [378.7/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.002067] [CE 5.095 (4.398)] [KD 4.473 (4.230)] 2024-10-13 05:49:58,280 - Train: 37.87% [473800/1251000] [378.7/1000.0] [batch_t 0.227 (0.238)] [data_t 0.006] [optim_t 0.221] [lr 0.002067] [CE 4.550 (4.371)] [KD 4.316 (4.240)] 2024-10-13 05:50:10,173 - Train: 37.88% [473850/1251000] [378.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002067] [CE 4.596 (4.379)] [KD 4.335 (4.223)] 2024-10-13 05:50:22,092 - Train: 37.88% [473900/1251000] [378.8/1000.0] [batch_t 0.243 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.002067] [CE 4.255 (4.434)] [KD 4.205 (4.284)] 2024-10-13 05:50:34,283 - Train: 37.89% [473950/1251000] [378.9/1000.0] [batch_t 0.468 (0.244)] [data_t 0.011] [optim_t 0.457] [lr 0.002067] [CE 4.772 (4.430)] [KD 4.438 (4.239)] 2024-10-13 05:50:46,357 - Train: 37.89% [474000/1251000] [378.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.225] [lr 0.002066] [CE 4.369 (4.399)] [KD 4.161 (4.252)] 2024-10-13 05:50:58,332 - Train: 37.89% [474050/1251000] [378.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002066] [CE 4.399 (4.463)] [KD 4.371 (4.266)] 2024-10-13 05:51:10,244 - Train: 37.90% [474100/1251000] [379.0/1000.0] [batch_t 0.217 (0.238)] [data_t 0.010] [optim_t 0.207] [lr 0.002066] [CE 4.550 (4.363)] [KD 4.362 (4.167)] 2024-10-13 05:51:26,300 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.174)] [top1_cnt 36029] [top5_cnt 45540] [top_all 50000] 2024-10-13 05:51:26,301 - net: 72.058 (91.080) 2024-10-13 05:51:35,606 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.171)] [top1_cnt 38481] [top5_cnt 46665] [top_all 50000] 2024-10-13 05:51:35,607 - net_E: 76.962 (93.330) 2024-10-13 05:51:35,799 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 05:51:35,800 - ==> Total time: 1 day, 9:13:28 Eta: 2 days, 6:26:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:51:44,865 - Train: 37.90% [474150/1251000] [379.0/1000.0] [batch_t 0.231 (0.277)] [data_t 0.008] [optim_t 0.223] [lr 0.002066] [CE 4.101 (4.428)] [KD 3.842 (4.264)] 2024-10-13 05:51:57,275 - Train: 37.91% [474200/1251000] [379.1/1000.0] [batch_t 0.476 (0.248)] [data_t 0.007] [optim_t 0.470] [lr 0.002066] [CE 4.316 (4.487)] [KD 4.245 (4.214)] 2024-10-13 05:52:09,521 - Train: 37.91% [474250/1251000] [379.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.002066] [CE 4.751 (4.439)] [KD 4.337 (4.230)] 2024-10-13 05:52:21,613 - Train: 37.91% [474300/1251000] [379.1/1000.0] [batch_t 0.218 (0.242)] [data_t 0.008] [optim_t 0.210] [lr 0.002065] [CE 3.655 (4.443)] [KD 3.754 (4.258)] 2024-10-13 05:52:33,479 - Train: 37.92% [474350/1251000] [379.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002065] [CE 4.813 (4.422)] [KD 4.470 (4.152)] 2024-10-13 05:52:45,817 - Train: 37.92% [474400/1251000] [379.2/1000.0] [batch_t 0.230 (0.247)] [data_t 0.007] [optim_t 0.223] [lr 0.002065] [CE 4.185 (4.442)] [KD 4.025 (4.210)] 2024-10-13 05:52:58,206 - Train: 37.93% [474450/1251000] [379.3/1000.0] [batch_t 0.402 (0.248)] [data_t 0.008] [optim_t 0.394] [lr 0.002065] [CE 4.554 (4.402)] [KD 4.243 (4.187)] 2024-10-13 05:53:10,087 - Train: 37.93% [474500/1251000] [379.3/1000.0] [batch_t 0.222 (0.237)] [data_t 0.006] [optim_t 0.216] [lr 0.002065] [CE 4.630 (4.411)] [KD 4.208 (4.221)] 2024-10-13 05:53:21,962 - Train: 37.93% [474550/1251000] [379.3/1000.0] [batch_t 0.221 (0.237)] [data_t 0.007] [optim_t 0.215] [lr 0.002065] [CE 4.557 (4.407)] [KD 4.126 (4.185)] 2024-10-13 05:53:33,776 - Train: 37.94% [474600/1251000] [379.4/1000.0] [batch_t 0.225 (0.236)] [data_t 0.010] [optim_t 0.215] [lr 0.002064] [CE 4.135 (4.425)] [KD 4.017 (4.224)] 2024-10-13 05:53:46,473 - Train: 37.94% [474650/1251000] [379.4/1000.0] [batch_t 0.434 (0.254)] [data_t 0.009] [optim_t 0.425] [lr 0.002064] [CE 4.687 (4.362)] [KD 4.417 (4.194)] 2024-10-13 05:53:58,156 - Train: 37.95% [474700/1251000] [379.5/1000.0] [batch_t 0.234 (0.233)] [data_t 0.010] [optim_t 0.224] [lr 0.002064] [CE 4.173 (4.422)] [KD 4.213 (4.251)] 2024-10-13 05:54:09,998 - Train: 37.95% [474750/1251000] [379.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.007] [optim_t 0.227] [lr 0.002064] [CE 4.620 (4.412)] [KD 4.240 (4.234)] 2024-10-13 05:54:22,311 - Train: 37.95% [474800/1251000] [379.5/1000.0] [batch_t 0.244 (0.246)] [data_t 0.010] [optim_t 0.234] [lr 0.002064] [CE 4.635 (4.407)] [KD 4.251 (4.227)] 2024-10-13 05:54:34,524 - Train: 37.96% [474850/1251000] [379.6/1000.0] [batch_t 0.215 (0.244)] [data_t 0.009] [optim_t 0.206] [lr 0.002064] [CE 4.490 (4.406)] [KD 4.245 (4.229)] 2024-10-13 05:54:46,279 - Train: 37.96% [474900/1251000] [379.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002063] [CE 4.562 (4.313)] [KD 4.367 (4.255)] 2024-10-13 05:54:58,386 - Train: 37.97% [474950/1251000] [379.7/1000.0] [batch_t 0.221 (0.242)] [data_t 0.007] [optim_t 0.214] [lr 0.002063] [CE 4.197 (4.386)] [KD 3.968 (4.236)] 2024-10-13 05:55:10,212 - Train: 37.97% [475000/1251000] [379.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.002063] [CE 4.055 (4.420)] [KD 4.136 (4.290)] 2024-10-13 05:55:22,476 - Train: 37.97% [475050/1251000] [379.7/1000.0] [batch_t 0.232 (0.245)] [data_t 0.010] [optim_t 0.222] [lr 0.002063] [CE 4.547 (4.429)] [KD 4.523 (4.292)] 2024-10-13 05:55:34,347 - Train: 37.98% [475100/1251000] [379.8/1000.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.002063] [CE 4.388 (4.388)] [KD 4.325 (4.306)] 2024-10-13 05:55:46,691 - Train: 37.98% [475150/1251000] [379.8/1000.0] [batch_t 0.264 (0.247)] [data_t 0.008] [optim_t 0.256] [lr 0.002062] [CE 4.553 (4.455)] [KD 4.508 (4.334)] 2024-10-13 05:55:58,458 - Train: 37.99% [475200/1251000] [379.9/1000.0] [batch_t 0.219 (0.235)] [data_t 0.009] [optim_t 0.209] [lr 0.002062] [CE 4.680 (4.474)] [KD 4.373 (4.299)] 2024-10-13 05:56:10,843 - Train: 37.99% [475250/1251000] [379.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.002062] [CE 4.612 (4.455)] [KD 4.192 (4.319)] 2024-10-13 05:56:22,627 - Train: 37.99% [475300/1251000] [379.9/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002062] [CE 4.495 (4.396)] [KD 4.275 (4.272)] 2024-10-13 05:56:34,239 - Train: 38.00% [475350/1251000] [380.0/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.002062] [CE 4.596 (4.455)] [KD 4.230 (4.246)] 2024-10-13 05:56:50,160 - Test (net): 100.00% [50/50] [batch_t 0.269 (0.171)] [top1_cnt 35766] [top5_cnt 45335] [top_all 50000] 2024-10-13 05:56:50,161 - net: 71.532 (90.670) 2024-10-13 05:56:59,195 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 38474] [top5_cnt 46672] [top_all 50000] 2024-10-13 05:56:59,196 - net_E: 76.948 (93.344) 2024-10-13 05:56:59,428 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 05:56:59,428 - ==> Total time: 1 day, 9:18:52 Eta: 2 days, 6:21:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 05:57:08,567 - Train: 38.00% [475400/1251000] [380.0/1000.0] [batch_t 0.236 (0.287)] [data_t 0.010] [optim_t 0.226] [lr 0.002062] [CE 4.503 (4.431)] [KD 4.572 (4.336)] 2024-10-13 05:57:20,540 - Train: 38.01% [475450/1251000] [380.1/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.002061] [CE 3.737 (4.350)] [KD 4.034 (4.182)] 2024-10-13 05:57:32,786 - Train: 38.01% [475500/1251000] [380.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002061] [CE 4.260 (4.445)] [KD 4.148 (4.253)] 2024-10-13 05:57:44,804 - Train: 38.01% [475550/1251000] [380.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.006] [optim_t 0.231] [lr 0.002061] [CE 4.593 (4.406)] [KD 4.196 (4.180)] 2024-10-13 05:57:57,021 - Train: 38.02% [475600/1251000] [380.2/1000.0] [batch_t 0.244 (0.244)] [data_t 0.010] [optim_t 0.234] [lr 0.002061] [CE 4.090 (4.400)] [KD 3.836 (4.235)] 2024-10-13 05:58:08,856 - Train: 38.02% [475650/1251000] [380.2/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002061] [CE 5.049 (4.431)] [KD 4.337 (4.186)] 2024-10-13 05:58:20,559 - Train: 38.03% [475700/1251000] [380.3/1000.0] [batch_t 0.228 (0.234)] [data_t 0.010] [optim_t 0.218] [lr 0.002061] [CE 4.834 (4.361)] [KD 4.870 (4.162)] 2024-10-13 05:58:32,530 - Train: 38.03% [475750/1251000] [380.3/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.002060] [CE 4.372 (4.415)] [KD 4.217 (4.233)] 2024-10-13 05:58:45,338 - Train: 38.03% [475800/1251000] [380.3/1000.0] [batch_t 0.230 (0.256)] [data_t 0.010] [optim_t 0.220] [lr 0.002060] [CE 4.355 (4.452)] [KD 4.066 (4.241)] 2024-10-13 05:58:57,031 - Train: 38.04% [475850/1251000] [380.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.011] [optim_t 0.224] [lr 0.002060] [CE 4.748 (4.436)] [KD 4.745 (4.236)] 2024-10-13 05:59:08,822 - Train: 38.04% [475900/1251000] [380.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002060] [CE 4.457 (4.366)] [KD 4.362 (4.218)] 2024-10-13 05:59:21,090 - Train: 38.05% [475950/1251000] [380.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.010] [optim_t 0.230] [lr 0.002060] [CE 4.210 (4.379)] [KD 4.026 (4.151)] 2024-10-13 05:59:33,055 - Train: 38.05% [476000/1251000] [380.5/1000.0] [batch_t 0.222 (0.239)] [data_t 0.007] [optim_t 0.215] [lr 0.002060] [CE 4.602 (4.387)] [KD 4.494 (4.181)] 2024-10-13 05:59:44,643 - Train: 38.05% [476050/1251000] [380.5/1000.0] [batch_t 0.241 (0.232)] [data_t 0.010] [optim_t 0.231] [lr 0.002059] [CE 4.719 (4.423)] [KD 4.474 (4.229)] 2024-10-13 05:59:56,709 - Train: 38.06% [476100/1251000] [380.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.008] [optim_t 0.230] [lr 0.002059] [CE 4.248 (4.407)] [KD 4.147 (4.262)] 2024-10-13 06:00:09,130 - Train: 38.06% [476150/1251000] [380.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.006] [optim_t 0.233] [lr 0.002059] [CE 4.335 (4.467)] [KD 4.131 (4.229)] 2024-10-13 06:00:21,408 - Train: 38.07% [476200/1251000] [380.7/1000.0] [batch_t 0.224 (0.245)] [data_t 0.008] [optim_t 0.216] [lr 0.002059] [CE 4.817 (4.471)] [KD 4.488 (4.312)] 2024-10-13 06:00:33,181 - Train: 38.07% [476250/1251000] [380.7/1000.0] [batch_t 0.222 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.002059] [CE 4.493 (4.424)] [KD 4.133 (4.241)] 2024-10-13 06:00:45,025 - Train: 38.07% [476300/1251000] [380.7/1000.0] [batch_t 0.247 (0.237)] [data_t 0.007] [optim_t 0.240] [lr 0.002058] [CE 4.669 (4.466)] [KD 4.457 (4.254)] 2024-10-13 06:00:56,805 - Train: 38.08% [476350/1251000] [380.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.010] [optim_t 0.224] [lr 0.002058] [CE 4.797 (4.468)] [KD 4.400 (4.294)] 2024-10-13 06:01:09,257 - Train: 38.08% [476400/1251000] [380.8/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.229] [lr 0.002058] [CE 4.086 (4.418)] [KD 3.951 (4.259)] 2024-10-13 06:01:21,359 - Train: 38.09% [476450/1251000] [380.9/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.002058] [CE 4.833 (4.409)] [KD 4.177 (4.272)] 2024-10-13 06:01:33,288 - Train: 38.09% [476500/1251000] [380.9/1000.0] [batch_t 0.241 (0.238)] [data_t 0.010] [optim_t 0.231] [lr 0.002058] [CE 4.677 (4.348)] [KD 4.415 (4.154)] 2024-10-13 06:01:45,527 - Train: 38.09% [476550/1251000] [380.9/1000.0] [batch_t 0.226 (0.245)] [data_t 0.010] [optim_t 0.216] [lr 0.002058] [CE 4.113 (4.377)] [KD 4.144 (4.168)] 2024-10-13 06:01:57,357 - Train: 38.10% [476600/1251000] [381.0/1000.0] [batch_t 0.247 (0.236)] [data_t 0.008] [optim_t 0.239] [lr 0.002057] [CE 4.480 (4.440)] [KD 4.398 (4.245)] 2024-10-13 06:02:12,839 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 36043] [top5_cnt 45448] [top_all 50000] 2024-10-13 06:02:12,840 - net: 72.086 (90.896) 2024-10-13 06:02:21,710 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 38470] [top5_cnt 46680] [top_all 50000] 2024-10-13 06:02:21,711 - net_E: 76.940 (93.360) 2024-10-13 06:02:21,917 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 06:02:21,918 - ==> Total time: 1 day, 9:24:14 Eta: 2 days, 6:16:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:02:30,341 - Train: 38.10% [476650/1251000] [381.0/1000.0] [batch_t 0.229 (0.277)] [data_t 0.007] [optim_t 0.223] [lr 0.002057] [CE 4.557 (4.405)] [KD 4.168 (4.146)] 2024-10-13 06:02:42,139 - Train: 38.11% [476700/1251000] [381.1/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.217] [lr 0.002057] [CE 4.745 (4.465)] [KD 4.484 (4.282)] 2024-10-13 06:02:55,053 - Train: 38.11% [476750/1251000] [381.1/1000.0] [batch_t 0.479 (0.258)] [data_t 0.010] [optim_t 0.470] [lr 0.002057] [CE 4.114 (4.368)] [KD 3.887 (4.229)] 2024-10-13 06:03:06,627 - Train: 38.11% [476800/1251000] [381.1/1000.0] [batch_t 0.232 (0.231)] [data_t 0.010] [optim_t 0.221] [lr 0.002057] [CE 4.799 (4.465)] [KD 4.477 (4.202)] 2024-10-13 06:03:18,492 - Train: 38.12% [476850/1251000] [381.2/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.002057] [CE 4.454 (4.413)] [KD 4.371 (4.197)] 2024-10-13 06:03:30,687 - Train: 38.12% [476900/1251000] [381.2/1000.0] [batch_t 0.229 (0.244)] [data_t 0.010] [optim_t 0.218] [lr 0.002056] [CE 4.352 (4.401)] [KD 4.118 (4.239)] 2024-10-13 06:03:42,803 - Train: 38.13% [476950/1251000] [381.3/1000.0] [batch_t 0.224 (0.242)] [data_t 0.008] [optim_t 0.217] [lr 0.002056] [CE 4.115 (4.445)] [KD 4.177 (4.234)] 2024-10-13 06:03:54,402 - Train: 38.13% [477000/1251000] [381.3/1000.0] [batch_t 0.226 (0.232)] [data_t 0.006] [optim_t 0.219] [lr 0.002056] [CE 4.777 (4.437)] [KD 4.332 (4.195)] 2024-10-13 06:04:06,593 - Train: 38.13% [477050/1251000] [381.3/1000.0] [batch_t 0.219 (0.244)] [data_t 0.008] [optim_t 0.210] [lr 0.002056] [CE 4.668 (4.437)] [KD 4.189 (4.228)] 2024-10-13 06:04:18,606 - Train: 38.14% [477100/1251000] [381.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.228] [lr 0.002056] [CE 4.130 (4.358)] [KD 3.669 (4.103)] 2024-10-13 06:04:30,401 - Train: 38.14% [477150/1251000] [381.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.007] [optim_t 0.230] [lr 0.002056] [CE 4.363 (4.313)] [KD 4.235 (4.166)] 2024-10-13 06:04:42,521 - Train: 38.15% [477200/1251000] [381.5/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.002055] [CE 4.428 (4.456)] [KD 4.260 (4.289)] 2024-10-13 06:04:54,164 - Train: 38.15% [477250/1251000] [381.5/1000.0] [batch_t 0.242 (0.233)] [data_t 0.007] [optim_t 0.235] [lr 0.002055] [CE 4.360 (4.389)] [KD 4.380 (4.296)] 2024-10-13 06:05:06,226 - Train: 38.15% [477300/1251000] [381.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.008] [optim_t 0.231] [lr 0.002055] [CE 4.604 (4.367)] [KD 4.309 (4.247)] 2024-10-13 06:05:18,902 - Train: 38.16% [477350/1251000] [381.6/1000.0] [batch_t 0.226 (0.253)] [data_t 0.009] [optim_t 0.217] [lr 0.002055] [CE 4.814 (4.413)] [KD 4.266 (4.248)] 2024-10-13 06:05:30,681 - Train: 38.16% [477400/1251000] [381.6/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.002055] [CE 4.623 (4.385)] [KD 4.425 (4.193)] 2024-10-13 06:05:42,235 - Train: 38.17% [477450/1251000] [381.7/1000.0] [batch_t 0.232 (0.231)] [data_t 0.007] [optim_t 0.225] [lr 0.002054] [CE 4.774 (4.470)] [KD 4.560 (4.284)] 2024-10-13 06:05:54,317 - Train: 38.17% [477500/1251000] [381.7/1000.0] [batch_t 0.221 (0.241)] [data_t 0.008] [optim_t 0.212] [lr 0.002054] [CE 4.314 (4.488)] [KD 4.140 (4.361)] 2024-10-13 06:06:06,454 - Train: 38.17% [477550/1251000] [381.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002054] [CE 4.458 (4.472)] [KD 4.553 (4.284)] 2024-10-13 06:06:18,256 - Train: 38.18% [477600/1251000] [381.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.008] [optim_t 0.224] [lr 0.002054] [CE 4.741 (4.428)] [KD 4.390 (4.274)] 2024-10-13 06:06:30,257 - Train: 38.18% [477650/1251000] [381.8/1000.0] [batch_t 0.217 (0.240)] [data_t 0.010] [optim_t 0.207] [lr 0.002054] [CE 4.320 (4.355)] [KD 4.061 (4.152)] 2024-10-13 06:06:42,188 - Train: 38.19% [477700/1251000] [381.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002054] [CE 4.751 (4.413)] [KD 4.295 (4.227)] 2024-10-13 06:06:54,490 - Train: 38.19% [477750/1251000] [381.9/1000.0] [batch_t 0.224 (0.246)] [data_t 0.006] [optim_t 0.218] [lr 0.002053] [CE 4.136 (4.528)] [KD 4.443 (4.289)] 2024-10-13 06:07:06,338 - Train: 38.19% [477800/1251000] [381.9/1000.0] [batch_t 0.224 (0.237)] [data_t 0.006] [optim_t 0.218] [lr 0.002053] [CE 4.625 (4.390)] [KD 4.593 (4.261)] 2024-10-13 06:07:18,290 - Train: 38.20% [477850/1251000] [382.0/1000.0] [batch_t 0.263 (0.239)] [data_t 0.006] [optim_t 0.257] [lr 0.002053] [CE 4.139 (4.459)] [KD 3.964 (4.262)] 2024-10-13 06:07:34,277 - Test (net): 100.00% [50/50] [batch_t 0.072 (0.164)] [top1_cnt 35747] [top5_cnt 45331] [top_all 50000] 2024-10-13 06:07:34,278 - net: 71.494 (90.662) 2024-10-13 06:07:43,462 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.167)] [top1_cnt 38440] [top5_cnt 46686] [top_all 50000] 2024-10-13 06:07:43,463 - net_E: 76.880 (93.372) 2024-10-13 06:07:43,663 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 06:07:43,664 - ==> Total time: 1 day, 9:29:36 Eta: 2 days, 6:11:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:07:52,242 - Train: 38.20% [477900/1251000] [382.0/1000.0] [batch_t 0.232 (0.299)] [data_t 0.010] [optim_t 0.222] [lr 0.002053] [CE 4.473 (4.360)] [KD 4.327 (4.156)] 2024-10-13 06:08:04,405 - Train: 38.21% [477950/1251000] [382.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.002053] [CE 4.774 (4.402)] [KD 4.325 (4.197)] 2024-10-13 06:08:16,651 - Train: 38.21% [478000/1251000] [382.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.008] [optim_t 0.224] [lr 0.002053] [CE 4.725 (4.451)] [KD 4.264 (4.226)] 2024-10-13 06:08:28,944 - Train: 38.21% [478050/1251000] [382.1/1000.0] [batch_t 0.228 (0.246)] [data_t 0.009] [optim_t 0.219] [lr 0.002052] [CE 4.200 (4.542)] [KD 4.083 (4.260)] 2024-10-13 06:08:41,130 - Train: 38.22% [478100/1251000] [382.2/1000.0] [batch_t 0.242 (0.244)] [data_t 0.007] [optim_t 0.236] [lr 0.002052] [CE 4.787 (4.476)] [KD 4.324 (4.210)] 2024-10-13 06:08:52,801 - Train: 38.22% [478150/1251000] [382.2/1000.0] [batch_t 0.227 (0.233)] [data_t 0.007] [optim_t 0.220] [lr 0.002052] [CE 4.371 (4.438)] [KD 4.306 (4.185)] 2024-10-13 06:09:04,959 - Train: 38.23% [478200/1251000] [382.3/1000.0] [batch_t 0.249 (0.243)] [data_t 0.008] [optim_t 0.241] [lr 0.002052] [CE 4.565 (4.382)] [KD 4.419 (4.256)] 2024-10-13 06:09:17,139 - Train: 38.23% [478250/1251000] [382.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.011] [optim_t 0.222] [lr 0.002052] [CE 4.049 (4.422)] [KD 4.088 (4.187)] 2024-10-13 06:09:29,140 - Train: 38.23% [478300/1251000] [382.3/1000.0] [batch_t 0.246 (0.240)] [data_t 0.010] [optim_t 0.236] [lr 0.002052] [CE 4.285 (4.403)] [KD 4.345 (4.241)] 2024-10-13 06:09:41,607 - Train: 38.24% [478350/1251000] [382.4/1000.0] [batch_t 0.238 (0.249)] [data_t 0.007] [optim_t 0.231] [lr 0.002051] [CE 4.867 (4.421)] [KD 4.480 (4.276)] 2024-10-13 06:09:53,927 - Train: 38.24% [478400/1251000] [382.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.002051] [CE 4.851 (4.458)] [KD 4.559 (4.280)] 2024-10-13 06:10:05,910 - Train: 38.25% [478450/1251000] [382.5/1000.0] [batch_t 0.252 (0.239)] [data_t 0.009] [optim_t 0.244] [lr 0.002051] [CE 4.520 (4.409)] [KD 4.058 (4.211)] 2024-10-13 06:10:18,099 - Train: 38.25% [478500/1251000] [382.5/1000.0] [batch_t 0.221 (0.244)] [data_t 0.010] [optim_t 0.211] [lr 0.002051] [CE 3.775 (4.432)] [KD 3.894 (4.263)] 2024-10-13 06:10:30,072 - Train: 38.25% [478550/1251000] [382.5/1000.0] [batch_t 0.226 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.002051] [CE 4.315 (4.429)] [KD 4.253 (4.187)] 2024-10-13 06:10:42,437 - Train: 38.26% [478600/1251000] [382.6/1000.0] [batch_t 0.226 (0.247)] [data_t 0.007] [optim_t 0.219] [lr 0.002050] [CE 4.806 (4.359)] [KD 4.427 (4.202)] 2024-10-13 06:10:54,587 - Train: 38.26% [478650/1251000] [382.6/1000.0] [batch_t 0.442 (0.243)] [data_t 0.007] [optim_t 0.436] [lr 0.002050] [CE 4.573 (4.363)] [KD 4.543 (4.225)] 2024-10-13 06:11:06,827 - Train: 38.27% [478700/1251000] [382.7/1000.0] [batch_t 0.227 (0.245)] [data_t 0.008] [optim_t 0.219] [lr 0.002050] [CE 4.254 (4.445)] [KD 4.159 (4.206)] 2024-10-13 06:11:18,541 - Train: 38.27% [478750/1251000] [382.7/1000.0] [batch_t 0.242 (0.234)] [data_t 0.007] [optim_t 0.235] [lr 0.002050] [CE 4.349 (4.400)] [KD 4.441 (4.238)] 2024-10-13 06:11:30,632 - Train: 38.27% [478800/1251000] [382.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.002050] [CE 4.365 (4.487)] [KD 4.148 (4.248)] 2024-10-13 06:11:43,007 - Train: 38.28% [478850/1251000] [382.8/1000.0] [batch_t 0.225 (0.247)] [data_t 0.009] [optim_t 0.215] [lr 0.002050] [CE 4.412 (4.416)] [KD 3.999 (4.178)] 2024-10-13 06:11:55,055 - Train: 38.28% [478900/1251000] [382.8/1000.0] [batch_t 0.219 (0.241)] [data_t 0.008] [optim_t 0.211] [lr 0.002049] [CE 4.661 (4.378)] [KD 4.174 (4.148)] 2024-10-13 06:12:07,105 - Train: 38.29% [478950/1251000] [382.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.010] [optim_t 0.229] [lr 0.002049] [CE 4.274 (4.404)] [KD 3.984 (4.155)] 2024-10-13 06:12:19,830 - Train: 38.29% [479000/1251000] [382.9/1000.0] [batch_t 0.240 (0.254)] [data_t 0.008] [optim_t 0.232] [lr 0.002049] [CE 4.250 (4.360)] [KD 4.122 (4.203)] 2024-10-13 06:12:31,617 - Train: 38.29% [479050/1251000] [382.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.010] [optim_t 0.224] [lr 0.002049] [CE 4.174 (4.405)] [KD 3.922 (4.254)] 2024-10-13 06:12:43,342 - Train: 38.30% [479100/1251000] [383.0/1000.0] [batch_t 0.227 (0.234)] [data_t 0.008] [optim_t 0.219] [lr 0.002049] [CE 4.107 (4.387)] [KD 4.096 (4.210)] 2024-10-13 06:12:59,743 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 36024] [top5_cnt 45538] [top_all 50000] 2024-10-13 06:12:59,744 - net: 72.048 (91.076) 2024-10-13 06:13:08,941 - Test (net_E): 100.00% [50/50] [batch_t 0.176 (0.168)] [top1_cnt 38422] [top5_cnt 46679] [top_all 50000] 2024-10-13 06:13:08,941 - net_E: 76.844 (93.358) 2024-10-13 06:13:09,170 - Max [top1: 72.402 (epoch: 359)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 06:13:09,170 - ==> Total time: 1 day, 9:35:01 Eta: 2 days, 6:06:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:13:17,035 - Train: 38.30% [479150/1251000] [383.0/1000.0] [batch_t 0.233 (0.279)] [data_t 0.007] [optim_t 0.226] [lr 0.002049] [CE 4.555 (4.542)] [KD 4.364 (4.252)] 2024-10-13 06:13:29,617 - Train: 38.31% [479200/1251000] [383.1/1000.0] [batch_t 0.248 (0.251)] [data_t 0.010] [optim_t 0.239] [lr 0.002048] [CE 5.161 (4.516)] [KD 4.462 (4.243)] 2024-10-13 06:13:41,472 - Train: 38.31% [479250/1251000] [383.1/1000.0] [batch_t 0.249 (0.237)] [data_t 0.010] [optim_t 0.239] [lr 0.002048] [CE 4.577 (4.448)] [KD 4.369 (4.250)] 2024-10-13 06:13:53,575 - Train: 38.31% [479300/1251000] [383.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.007] [optim_t 0.229] [lr 0.002048] [CE 4.497 (4.412)] [KD 4.338 (4.191)] 2024-10-13 06:14:05,882 - Train: 38.32% [479350/1251000] [383.2/1000.0] [batch_t 0.247 (0.246)] [data_t 0.007] [optim_t 0.239] [lr 0.002048] [CE 4.529 (4.375)] [KD 4.174 (4.220)] 2024-10-13 06:14:17,926 - Train: 38.32% [479400/1251000] [383.2/1000.0] [batch_t 0.223 (0.241)] [data_t 0.011] [optim_t 0.212] [lr 0.002048] [CE 4.313 (4.388)] [KD 4.189 (4.248)] 2024-10-13 06:14:30,051 - Train: 38.33% [479450/1251000] [383.3/1000.0] [batch_t 0.226 (0.242)] [data_t 0.007] [optim_t 0.219] [lr 0.002048] [CE 4.253 (4.448)] [KD 4.161 (4.293)] 2024-10-13 06:14:42,086 - Train: 38.33% [479500/1251000] [383.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.002047] [CE 4.037 (4.480)] [KD 4.071 (4.236)] 2024-10-13 06:14:53,570 - Train: 38.33% [479550/1251000] [383.3/1000.0] [batch_t 0.233 (0.230)] [data_t 0.008] [optim_t 0.225] [lr 0.002047] [CE 4.424 (4.363)] [KD 4.366 (4.210)] 2024-10-13 06:15:05,602 - Train: 38.34% [479600/1251000] [383.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.002047] [CE 4.380 (4.421)] [KD 4.226 (4.213)] 2024-10-13 06:15:18,064 - Train: 38.34% [479650/1251000] [383.4/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.002047] [CE 4.082 (4.421)] [KD 4.067 (4.237)] 2024-10-13 06:15:29,454 - Train: 38.35% [479700/1251000] [383.5/1000.0] [batch_t 0.229 (0.228)] [data_t 0.009] [optim_t 0.220] [lr 0.002047] [CE 4.301 (4.415)] [KD 4.266 (4.174)] 2024-10-13 06:15:41,348 - Train: 38.35% [479750/1251000] [383.5/1000.0] [batch_t 0.242 (0.238)] [data_t 0.007] [optim_t 0.235] [lr 0.002046] [CE 3.478 (4.404)] [KD 3.791 (4.195)] 2024-10-13 06:15:53,811 - Train: 38.35% [479800/1251000] [383.5/1000.0] [batch_t 0.227 (0.249)] [data_t 0.009] [optim_t 0.218] [lr 0.002046] [CE 4.618 (4.491)] [KD 4.305 (4.173)] 2024-10-13 06:16:05,846 - Train: 38.36% [479850/1251000] [383.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002046] [CE 4.415 (4.472)] [KD 4.182 (4.185)] 2024-10-13 06:16:17,645 - Train: 38.36% [479900/1251000] [383.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.002046] [CE 4.455 (4.407)] [KD 4.193 (4.164)] 2024-10-13 06:16:30,371 - Train: 38.37% [479950/1251000] [383.7/1000.0] [batch_t 0.252 (0.254)] [data_t 0.008] [optim_t 0.244] [lr 0.002046] [CE 4.413 (4.447)] [KD 4.313 (4.243)] 2024-10-13 06:16:42,470 - Train: 38.37% [480000/1251000] [383.7/1000.0] [batch_t 0.260 (0.242)] [data_t 0.007] [optim_t 0.253] [lr 0.002046] [CE 4.292 (4.425)] [KD 4.283 (4.244)] 2024-10-13 06:16:54,612 - Train: 38.37% [480050/1251000] [383.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.006] [optim_t 0.228] [lr 0.002045] [CE 3.712 (4.421)] [KD 3.862 (4.202)] 2024-10-13 06:17:07,235 - Train: 38.38% [480100/1251000] [383.8/1000.0] [batch_t 0.237 (0.252)] [data_t 0.010] [optim_t 0.227] [lr 0.002045] [CE 4.656 (4.375)] [KD 4.086 (4.146)] 2024-10-13 06:17:19,278 - Train: 38.38% [480150/1251000] [383.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.002045] [CE 4.417 (4.481)] [KD 4.384 (4.249)] 2024-10-13 06:17:31,796 - Train: 38.39% [480200/1251000] [383.9/1000.0] [batch_t 0.229 (0.250)] [data_t 0.009] [optim_t 0.219] [lr 0.002045] [CE 3.960 (4.381)] [KD 3.931 (4.251)] 2024-10-13 06:17:44,292 - Train: 38.39% [480250/1251000] [383.9/1000.0] [batch_t 0.226 (0.250)] [data_t 0.010] [optim_t 0.216] [lr 0.002045] [CE 4.738 (4.441)] [KD 4.540 (4.286)] 2024-10-13 06:17:55,931 - Train: 38.39% [480300/1251000] [383.9/1000.0] [batch_t 0.220 (0.233)] [data_t 0.010] [optim_t 0.210] [lr 0.002045] [CE 4.633 (4.437)] [KD 4.271 (4.210)] 2024-10-13 06:18:07,997 - Train: 38.40% [480350/1251000] [384.0/1000.0] [batch_t 0.238 (0.241)] [data_t 0.007] [optim_t 0.231] [lr 0.002044] [CE 4.452 (4.494)] [KD 4.407 (4.298)] 2024-10-13 06:18:26,397 - Test (net): 100.00% [50/50] [batch_t 0.221 (0.186)] [top1_cnt 36259] [top5_cnt 45615] [top_all 50000] 2024-10-13 06:18:26,398 - net: 72.518 (91.230) 2024-10-13 06:18:35,447 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.165)] [top1_cnt 38480] [top5_cnt 46667] [top_all 50000] 2024-10-13 06:18:35,448 - net_E: 76.960 (93.334) 2024-10-13 06:18:35,665 - Max [top1: 72.518 (epoch: 384)] [top1-ema: 76.978 (epoch: 375)] 2024-10-13 06:18:35,665 - ==> Total time: 1 day, 9:40:28 Eta: 2 days, 6:01:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:18:52,628 - Train: 38.40% [480400/1251000] [384.0/1000.0] [batch_t 0.214 (0.289)] [data_t 0.006] [optim_t 0.207] [lr 0.002044] [CE 4.398 (4.397)] [KD 4.324 (4.153)] 2024-10-13 06:19:04,586 - Train: 38.41% [480450/1251000] [384.1/1000.0] [batch_t 0.244 (0.239)] [data_t 0.007] [optim_t 0.237] [lr 0.002044] [CE 4.423 (4.514)] [KD 4.222 (4.254)] 2024-10-13 06:19:16,689 - Train: 38.41% [480500/1251000] [384.1/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.002044] [CE 4.532 (4.373)] [KD 4.416 (4.191)] 2024-10-13 06:19:28,311 - Train: 38.41% [480550/1251000] [384.1/1000.0] [batch_t 0.222 (0.232)] [data_t 0.010] [optim_t 0.212] [lr 0.002044] [CE 4.513 (4.386)] [KD 4.066 (4.199)] 2024-10-13 06:19:40,725 - Train: 38.42% [480600/1251000] [384.2/1000.0] [batch_t 0.228 (0.248)] [data_t 0.010] [optim_t 0.219] [lr 0.002044] [CE 4.593 (4.413)] [KD 4.640 (4.238)] 2024-10-13 06:19:53,069 - Train: 38.42% [480650/1251000] [384.2/1000.0] [batch_t 0.225 (0.247)] [data_t 0.010] [optim_t 0.216] [lr 0.002043] [CE 4.012 (4.344)] [KD 4.134 (4.147)] 2024-10-13 06:20:04,933 - Train: 38.43% [480700/1251000] [384.3/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002043] [CE 3.929 (4.368)] [KD 3.786 (4.249)] 2024-10-13 06:20:16,960 - Train: 38.43% [480750/1251000] [384.3/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.002043] [CE 4.808 (4.470)] [KD 4.180 (4.285)] 2024-10-13 06:20:29,833 - Train: 38.43% [480800/1251000] [384.3/1000.0] [batch_t 0.220 (0.257)] [data_t 0.008] [optim_t 0.212] [lr 0.002043] [CE 3.877 (4.457)] [KD 4.059 (4.253)] 2024-10-13 06:20:41,456 - Train: 38.44% [480850/1251000] [384.4/1000.0] [batch_t 0.233 (0.232)] [data_t 0.007] [optim_t 0.226] [lr 0.002043] [CE 4.484 (4.337)] [KD 4.319 (4.285)] 2024-10-13 06:20:53,434 - Train: 38.44% [480900/1251000] [384.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002042] [CE 4.582 (4.535)] [KD 4.180 (4.322)] 2024-10-13 06:21:05,789 - Train: 38.45% [480950/1251000] [384.5/1000.0] [batch_t 0.221 (0.247)] [data_t 0.007] [optim_t 0.214] [lr 0.002042] [CE 4.436 (4.339)] [KD 4.325 (4.189)] 2024-10-13 06:21:18,587 - Train: 38.45% [481000/1251000] [384.5/1000.0] [batch_t 0.252 (0.256)] [data_t 0.009] [optim_t 0.244] [lr 0.002042] [CE 4.585 (4.450)] [KD 4.328 (4.277)] 2024-10-13 06:21:30,780 - Train: 38.45% [481050/1251000] [384.5/1000.0] [batch_t 0.230 (0.244)] [data_t 0.010] [optim_t 0.220] [lr 0.002042] [CE 4.416 (4.453)] [KD 4.281 (4.278)] 2024-10-13 06:21:43,013 - Train: 38.46% [481100/1251000] [384.6/1000.0] [batch_t 0.409 (0.244)] [data_t 0.007] [optim_t 0.402] [lr 0.002042] [CE 4.331 (4.472)] [KD 4.314 (4.248)] 2024-10-13 06:21:54,965 - Train: 38.46% [481150/1251000] [384.6/1000.0] [batch_t 0.225 (0.239)] [data_t 0.008] [optim_t 0.217] [lr 0.002042] [CE 4.254 (4.349)] [KD 3.939 (4.172)] 2024-10-13 06:22:07,663 - Train: 38.47% [481200/1251000] [384.7/1000.0] [batch_t 0.247 (0.254)] [data_t 0.009] [optim_t 0.238] [lr 0.002041] [CE 4.724 (4.437)] [KD 4.433 (4.219)] 2024-10-13 06:22:19,652 - Train: 38.47% [481250/1251000] [384.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.006] [optim_t 0.226] [lr 0.002041] [CE 4.397 (4.361)] [KD 4.228 (4.196)] 2024-10-13 06:22:31,857 - Train: 38.47% [481300/1251000] [384.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.002041] [CE 4.847 (4.371)] [KD 4.535 (4.196)] 2024-10-13 06:22:44,157 - Train: 38.48% [481350/1251000] [384.8/1000.0] [batch_t 0.259 (0.246)] [data_t 0.007] [optim_t 0.252] [lr 0.002041] [CE 4.442 (4.381)] [KD 3.995 (4.134)] 2024-10-13 06:22:56,647 - Train: 38.48% [481400/1251000] [384.8/1000.0] [batch_t 0.234 (0.250)] [data_t 0.008] [optim_t 0.227] [lr 0.002041] [CE 4.642 (4.469)] [KD 4.270 (4.192)] 2024-10-13 06:23:08,705 - Train: 38.49% [481450/1251000] [384.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.002041] [CE 3.950 (4.367)] [KD 3.776 (4.145)] 2024-10-13 06:23:20,664 - Train: 38.49% [481500/1251000] [384.9/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002040] [CE 4.812 (4.372)] [KD 4.450 (4.226)] 2024-10-13 06:23:32,788 - Train: 38.49% [481550/1251000] [384.9/1000.0] [batch_t 0.459 (0.242)] [data_t 0.008] [optim_t 0.451] [lr 0.002040] [CE 4.115 (4.408)] [KD 4.090 (4.241)] 2024-10-13 06:23:45,561 - Train: 38.50% [481600/1251000] [385.0/1000.0] [batch_t 0.235 (0.255)] [data_t 0.009] [optim_t 0.226] [lr 0.002040] [CE 4.103 (4.461)] [KD 4.387 (4.297)] 2024-10-13 06:24:03,016 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.176)] [top1_cnt 36044] [top5_cnt 45416] [top_all 50000] 2024-10-13 06:24:03,017 - net: 72.088 (90.832) 2024-10-13 06:24:11,813 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 38528] [top5_cnt 46662] [top_all 50000] 2024-10-13 06:24:11,814 - net_E: 77.056 (93.324) 2024-10-13 06:24:12,036 - Max [top1: 72.518 (epoch: 384)] [top1-ema: 77.056 (epoch: 385)] 2024-10-13 06:24:12,037 - ==> Total time: 1 day, 9:46:04 Eta: 2 days, 5:56:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:24:27,762 - Train: 38.50% [481650/1251000] [385.0/1000.0] [batch_t 0.236 (0.288)] [data_t 0.009] [optim_t 0.228] [lr 0.002040] [CE 4.189 (4.355)] [KD 4.089 (4.090)] 2024-10-13 06:24:40,120 - Train: 38.51% [481700/1251000] [385.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.231] [lr 0.002040] [CE 4.097 (4.398)] [KD 4.078 (4.176)] 2024-10-13 06:24:52,535 - Train: 38.51% [481750/1251000] [385.1/1000.0] [batch_t 0.247 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.002040] [CE 4.763 (4.422)] [KD 4.542 (4.249)] 2024-10-13 06:25:04,888 - Train: 38.51% [481800/1251000] [385.1/1000.0] [batch_t 0.241 (0.247)] [data_t 0.010] [optim_t 0.230] [lr 0.002039] [CE 4.561 (4.354)] [KD 4.378 (4.149)] 2024-10-13 06:25:17,034 - Train: 38.52% [481850/1251000] [385.2/1000.0] [batch_t 0.260 (0.243)] [data_t 0.009] [optim_t 0.252] [lr 0.002039] [CE 4.438 (4.430)] [KD 4.476 (4.228)] 2024-10-13 06:25:28,971 - Train: 38.52% [481900/1251000] [385.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.228] [lr 0.002039] [CE 4.646 (4.448)] [KD 4.322 (4.277)] 2024-10-13 06:25:41,076 - Train: 38.53% [481950/1251000] [385.3/1000.0] [batch_t 0.223 (0.242)] [data_t 0.010] [optim_t 0.213] [lr 0.002039] [CE 4.649 (4.451)] [KD 4.220 (4.229)] 2024-10-13 06:25:53,368 - Train: 38.53% [482000/1251000] [385.3/1000.0] [batch_t 0.219 (0.246)] [data_t 0.009] [optim_t 0.209] [lr 0.002039] [CE 4.127 (4.488)] [KD 3.922 (4.269)] 2024-10-13 06:26:05,070 - Train: 38.53% [482050/1251000] [385.3/1000.0] [batch_t 0.223 (0.234)] [data_t 0.010] [optim_t 0.213] [lr 0.002038] [CE 3.869 (4.428)] [KD 4.336 (4.211)] 2024-10-13 06:26:16,949 - Train: 38.54% [482100/1251000] [385.4/1000.0] [batch_t 0.244 (0.237)] [data_t 0.010] [optim_t 0.234] [lr 0.002038] [CE 4.588 (4.398)] [KD 4.232 (4.251)] 2024-10-13 06:26:29,423 - Train: 38.54% [482150/1251000] [385.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.008] [optim_t 0.232] [lr 0.002038] [CE 4.401 (4.452)] [KD 4.176 (4.232)] 2024-10-13 06:26:41,533 - Train: 38.55% [482200/1251000] [385.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002038] [CE 4.516 (4.452)] [KD 4.193 (4.239)] 2024-10-13 06:26:53,325 - Train: 38.55% [482250/1251000] [385.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.006] [optim_t 0.228] [lr 0.002038] [CE 4.917 (4.450)] [KD 4.535 (4.197)] 2024-10-13 06:27:05,276 - Train: 38.55% [482300/1251000] [385.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002038] [CE 4.177 (4.410)] [KD 4.083 (4.246)] 2024-10-13 06:27:17,589 - Train: 38.56% [482350/1251000] [385.6/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.002037] [CE 4.387 (4.391)] [KD 4.343 (4.252)] 2024-10-13 06:27:29,763 - Train: 38.56% [482400/1251000] [385.6/1000.0] [batch_t 0.245 (0.243)] [data_t 0.008] [optim_t 0.237] [lr 0.002037] [CE 4.551 (4.436)] [KD 4.239 (4.230)] 2024-10-13 06:27:41,735 - Train: 38.57% [482450/1251000] [385.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002037] [CE 3.747 (4.341)] [KD 3.956 (4.137)] 2024-10-13 06:27:53,775 - Train: 38.57% [482500/1251000] [385.7/1000.0] [batch_t 0.220 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.002037] [CE 4.234 (4.460)] [KD 4.209 (4.248)] 2024-10-13 06:28:06,127 - Train: 38.57% [482550/1251000] [385.7/1000.0] [batch_t 0.250 (0.247)] [data_t 0.009] [optim_t 0.240] [lr 0.002037] [CE 4.637 (4.453)] [KD 4.270 (4.252)] 2024-10-13 06:28:18,584 - Train: 38.58% [482600/1251000] [385.8/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.230] [lr 0.002037] [CE 4.429 (4.430)] [KD 4.162 (4.231)] 2024-10-13 06:28:30,476 - Train: 38.58% [482650/1251000] [385.8/1000.0] [batch_t 0.228 (0.238)] [data_t 0.008] [optim_t 0.220] [lr 0.002036] [CE 4.215 (4.364)] [KD 4.051 (4.213)] 2024-10-13 06:28:42,153 - Train: 38.59% [482700/1251000] [385.9/1000.0] [batch_t 0.234 (0.233)] [data_t 0.010] [optim_t 0.225] [lr 0.002036] [CE 4.758 (4.432)] [KD 4.470 (4.268)] 2024-10-13 06:28:54,358 - Train: 38.59% [482750/1251000] [385.9/1000.0] [batch_t 0.224 (0.244)] [data_t 0.008] [optim_t 0.217] [lr 0.002036] [CE 4.253 (4.355)] [KD 4.433 (4.294)] 2024-10-13 06:29:06,822 - Train: 38.59% [482800/1251000] [385.9/1000.0] [batch_t 0.229 (0.249)] [data_t 0.008] [optim_t 0.222] [lr 0.002036] [CE 4.276 (4.359)] [KD 4.218 (4.250)] 2024-10-13 06:29:19,077 - Train: 38.60% [482850/1251000] [386.0/1000.0] [batch_t 0.225 (0.245)] [data_t 0.010] [optim_t 0.215] [lr 0.002036] [CE 4.650 (4.432)] [KD 4.577 (4.307)] 2024-10-13 06:29:36,013 - Test (net): 100.00% [50/50] [batch_t 0.262 (0.162)] [top1_cnt 35882] [top5_cnt 45475] [top_all 50000] 2024-10-13 06:29:36,013 - net: 71.764 (90.950) 2024-10-13 06:29:45,075 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.165)] [top1_cnt 38566] [top5_cnt 46673] [top_all 50000] 2024-10-13 06:29:45,076 - net_E: 77.132 (93.346) 2024-10-13 06:29:45,300 - Max [top1: 72.518 (epoch: 384)] [top1-ema: 77.132 (epoch: 386)] 2024-10-13 06:29:45,300 - ==> Total time: 1 day, 9:51:38 Eta: 2 days, 5:51:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:30:01,649 - Train: 38.60% [482900/1251000] [386.0/1000.0] [batch_t 0.240 (0.287)] [data_t 0.010] [optim_t 0.230] [lr 0.002035] [CE 4.295 (4.333)] [KD 4.115 (4.199)] 2024-10-13 06:30:13,785 - Train: 38.61% [482950/1251000] [386.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.002035] [CE 4.543 (4.466)] [KD 4.163 (4.213)] 2024-10-13 06:30:25,659 - Train: 38.61% [483000/1251000] [386.1/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.002035] [CE 4.655 (4.388)] [KD 4.327 (4.145)] 2024-10-13 06:30:38,014 - Train: 38.61% [483050/1251000] [386.1/1000.0] [batch_t 0.224 (0.247)] [data_t 0.010] [optim_t 0.214] [lr 0.002035] [CE 4.254 (4.417)] [KD 4.220 (4.134)] 2024-10-13 06:30:49,801 - Train: 38.62% [483100/1251000] [386.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002035] [CE 4.678 (4.416)] [KD 4.407 (4.152)] 2024-10-13 06:31:01,730 - Train: 38.62% [483150/1251000] [386.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002035] [CE 4.010 (4.349)] [KD 3.963 (4.198)] 2024-10-13 06:31:14,177 - Train: 38.63% [483200/1251000] [386.3/1000.0] [batch_t 0.256 (0.249)] [data_t 0.009] [optim_t 0.247] [lr 0.002034] [CE 4.456 (4.346)] [KD 4.364 (4.195)] 2024-10-13 06:31:26,301 - Train: 38.63% [483250/1251000] [386.3/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.214] [lr 0.002034] [CE 4.394 (4.456)] [KD 4.121 (4.226)] 2024-10-13 06:31:38,281 - Train: 38.63% [483300/1251000] [386.3/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.002034] [CE 4.332 (4.430)] [KD 4.158 (4.264)] 2024-10-13 06:31:50,165 - Train: 38.64% [483350/1251000] [386.4/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.002034] [CE 4.314 (4.459)] [KD 4.127 (4.295)] 2024-10-13 06:32:02,592 - Train: 38.64% [483400/1251000] [386.4/1000.0] [batch_t 0.276 (0.248)] [data_t 0.010] [optim_t 0.266] [lr 0.002034] [CE 4.348 (4.436)] [KD 4.317 (4.257)] 2024-10-13 06:32:14,730 - Train: 38.65% [483450/1251000] [386.5/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.002034] [CE 3.886 (4.417)] [KD 3.787 (4.208)] 2024-10-13 06:32:27,030 - Train: 38.65% [483500/1251000] [386.5/1000.0] [batch_t 0.224 (0.246)] [data_t 0.007] [optim_t 0.217] [lr 0.002033] [CE 4.629 (4.415)] [KD 4.118 (4.200)] 2024-10-13 06:32:38,900 - Train: 38.65% [483550/1251000] [386.5/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.002033] [CE 4.842 (4.471)] [KD 4.353 (4.187)] 2024-10-13 06:32:50,656 - Train: 38.66% [483600/1251000] [386.6/1000.0] [batch_t 0.238 (0.235)] [data_t 0.006] [optim_t 0.232] [lr 0.002033] [CE 4.403 (4.392)] [KD 4.096 (4.234)] 2024-10-13 06:33:02,923 - Train: 38.66% [483650/1251000] [386.6/1000.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.002033] [CE 4.336 (4.410)] [KD 4.196 (4.233)] 2024-10-13 06:33:15,442 - Train: 38.67% [483700/1251000] [386.7/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.002033] [CE 4.340 (4.376)] [KD 4.232 (4.241)] 2024-10-13 06:33:27,567 - Train: 38.67% [483750/1251000] [386.7/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.224] [lr 0.002033] [CE 4.477 (4.442)] [KD 4.616 (4.283)] 2024-10-13 06:33:39,843 - Train: 38.67% [483800/1251000] [386.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.224] [lr 0.002032] [CE 4.266 (4.446)] [KD 4.240 (4.257)] 2024-10-13 06:33:52,026 - Train: 38.68% [483850/1251000] [386.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.011] [optim_t 0.226] [lr 0.002032] [CE 3.837 (4.393)] [KD 4.115 (4.235)] 2024-10-13 06:34:03,598 - Train: 38.68% [483900/1251000] [386.8/1000.0] [batch_t 0.242 (0.231)] [data_t 0.008] [optim_t 0.234] [lr 0.002032] [CE 4.297 (4.505)] [KD 4.032 (4.260)] 2024-10-13 06:34:15,660 - Train: 38.69% [483950/1251000] [386.9/1000.0] [batch_t 0.244 (0.241)] [data_t 0.012] [optim_t 0.232] [lr 0.002032] [CE 4.583 (4.393)] [KD 4.197 (4.195)] 2024-10-13 06:34:27,404 - Train: 38.69% [484000/1251000] [386.9/1000.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.002032] [CE 4.291 (4.360)] [KD 4.192 (4.093)] 2024-10-13 06:34:40,005 - Train: 38.69% [484050/1251000] [386.9/1000.0] [batch_t 0.228 (0.252)] [data_t 0.009] [optim_t 0.218] [lr 0.002031] [CE 4.589 (4.342)] [KD 4.496 (4.189)] 2024-10-13 06:34:52,333 - Train: 38.70% [484100/1251000] [387.0/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.002031] [CE 4.032 (4.413)] [KD 3.942 (4.202)] 2024-10-13 06:35:09,522 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 36315] [top5_cnt 45691] [top_all 50000] 2024-10-13 06:35:09,523 - net: 72.630 (91.382) 2024-10-13 06:35:18,564 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 38519] [top5_cnt 46685] [top_all 50000] 2024-10-13 06:35:18,565 - net_E: 77.038 (93.370) 2024-10-13 06:35:18,755 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.132 (epoch: 386)] 2024-10-13 06:35:18,756 - ==> Total time: 1 day, 9:57:11 Eta: 2 days, 5:46:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:35:33,451 - Train: 38.70% [484150/1251000] [387.0/1000.0] [batch_t 0.224 (0.260)] [data_t 0.007] [optim_t 0.217] [lr 0.002031] [CE 4.503 (4.302)] [KD 3.849 (4.018)] 2024-10-13 06:35:45,077 - Train: 38.71% [484200/1251000] [387.1/1000.0] [batch_t 0.234 (0.232)] [data_t 0.006] [optim_t 0.228] [lr 0.002031] [CE 4.683 (4.434)] [KD 4.443 (4.207)] 2024-10-13 06:35:57,267 - Train: 38.71% [484250/1251000] [387.1/1000.0] [batch_t 0.215 (0.244)] [data_t 0.009] [optim_t 0.205] [lr 0.002031] [CE 4.567 (4.435)] [KD 4.174 (4.199)] 2024-10-13 06:36:09,506 - Train: 38.71% [484300/1251000] [387.1/1000.0] [batch_t 0.219 (0.245)] [data_t 0.009] [optim_t 0.210] [lr 0.002031] [CE 3.821 (4.447)] [KD 4.170 (4.248)] 2024-10-13 06:36:21,158 - Train: 38.72% [484350/1251000] [387.2/1000.0] [batch_t 0.238 (0.233)] [data_t 0.007] [optim_t 0.231] [lr 0.002030] [CE 4.535 (4.377)] [KD 4.342 (4.202)] 2024-10-13 06:36:33,108 - Train: 38.72% [484400/1251000] [387.2/1000.0] [batch_t 0.228 (0.239)] [data_t 0.008] [optim_t 0.220] [lr 0.002030] [CE 4.870 (4.430)] [KD 4.354 (4.204)] 2024-10-13 06:36:45,024 - Train: 38.73% [484450/1251000] [387.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.011] [optim_t 0.226] [lr 0.002030] [CE 4.145 (4.346)] [KD 3.986 (4.184)] 2024-10-13 06:36:57,144 - Train: 38.73% [484500/1251000] [387.3/1000.0] [batch_t 0.226 (0.242)] [data_t 0.007] [optim_t 0.219] [lr 0.002030] [CE 4.621 (4.419)] [KD 4.274 (4.253)] 2024-10-13 06:37:09,224 - Train: 38.73% [484550/1251000] [387.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.006] [optim_t 0.226] [lr 0.002030] [CE 4.183 (4.413)] [KD 4.016 (4.169)] 2024-10-13 06:37:21,059 - Train: 38.74% [484600/1251000] [387.4/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.002030] [CE 4.687 (4.385)] [KD 4.222 (4.157)] 2024-10-13 06:37:33,238 - Train: 38.74% [484650/1251000] [387.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.002029] [CE 4.618 (4.427)] [KD 4.362 (4.181)] 2024-10-13 06:37:45,629 - Train: 38.75% [484700/1251000] [387.5/1000.0] [batch_t 0.424 (0.248)] [data_t 0.008] [optim_t 0.416] [lr 0.002029] [CE 4.456 (4.376)] [KD 4.237 (4.190)] 2024-10-13 06:37:57,151 - Train: 38.75% [484750/1251000] [387.5/1000.0] [batch_t 0.230 (0.230)] [data_t 0.006] [optim_t 0.223] [lr 0.002029] [CE 4.753 (4.416)] [KD 4.459 (4.190)] 2024-10-13 06:38:09,176 - Train: 38.75% [484800/1251000] [387.5/1000.0] [batch_t 0.228 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.002029] [CE 4.526 (4.417)] [KD 4.145 (4.287)] 2024-10-13 06:38:21,852 - Train: 38.76% [484850/1251000] [387.6/1000.0] [batch_t 0.244 (0.253)] [data_t 0.008] [optim_t 0.236] [lr 0.002029] [CE 4.519 (4.456)] [KD 4.101 (4.292)] 2024-10-13 06:38:33,797 - Train: 38.76% [484900/1251000] [387.6/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.002029] [CE 4.002 (4.410)] [KD 4.014 (4.267)] 2024-10-13 06:38:45,901 - Train: 38.76% [484950/1251000] [387.6/1000.0] [batch_t 0.247 (0.242)] [data_t 0.007] [optim_t 0.240] [lr 0.002028] [CE 4.541 (4.445)] [KD 4.103 (4.179)] 2024-10-13 06:38:57,631 - Train: 38.77% [485000/1251000] [387.7/1000.0] [batch_t 0.231 (0.234)] [data_t 0.007] [optim_t 0.224] [lr 0.002028] [CE 4.135 (4.382)] [KD 4.063 (4.243)] 2024-10-13 06:39:09,624 - Train: 38.77% [485050/1251000] [387.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002028] [CE 4.058 (4.356)] [KD 4.027 (4.168)] 2024-10-13 06:39:21,366 - Train: 38.78% [485100/1251000] [387.8/1000.0] [batch_t 0.230 (0.235)] [data_t 0.006] [optim_t 0.225] [lr 0.002028] [CE 4.496 (4.434)] [KD 4.133 (4.237)] 2024-10-13 06:39:33,777 - Train: 38.78% [485150/1251000] [387.8/1000.0] [batch_t 0.224 (0.248)] [data_t 0.007] [optim_t 0.217] [lr 0.002028] [CE 4.221 (4.496)] [KD 3.900 (4.300)] 2024-10-13 06:39:45,402 - Train: 38.78% [485200/1251000] [387.8/1000.0] [batch_t 0.234 (0.232)] [data_t 0.006] [optim_t 0.228] [lr 0.002027] [CE 4.021 (4.371)] [KD 4.114 (4.193)] 2024-10-13 06:39:57,365 - Train: 38.79% [485250/1251000] [387.9/1000.0] [batch_t 0.223 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.002027] [CE 4.537 (4.381)] [KD 4.286 (4.169)] 2024-10-13 06:40:09,392 - Train: 38.79% [485300/1251000] [387.9/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.002027] [CE 4.734 (4.495)] [KD 4.757 (4.282)] 2024-10-13 06:40:21,391 - Train: 38.80% [485350/1251000] [388.0/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.002027] [CE 4.260 (4.508)] [KD 4.195 (4.240)] 2024-10-13 06:40:40,283 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.196)] [top1_cnt 36036] [top5_cnt 45474] [top_all 50000] 2024-10-13 06:40:40,283 - net: 72.072 (90.948) 2024-10-13 06:40:49,839 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.174)] [top1_cnt 38539] [top5_cnt 46709] [top_all 50000] 2024-10-13 06:40:49,840 - net_E: 77.078 (93.418) 2024-10-13 06:40:50,075 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.132 (epoch: 386)] 2024-10-13 06:40:50,076 - ==> Total time: 1 day, 10:02:42 Eta: 2 days, 5:42:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:40:56,898 - Train: 38.80% [485400/1251000] [388.0/1000.0] [batch_t 0.262 (0.308)] [data_t 0.009] [optim_t 0.254] [lr 0.002027] [CE 4.548 (4.399)] [KD 4.197 (4.137)] 2024-10-13 06:41:08,832 - Train: 38.80% [485450/1251000] [388.0/1000.0] [batch_t 0.244 (0.238)] [data_t 0.010] [optim_t 0.234] [lr 0.002027] [CE 4.071 (4.379)] [KD 4.290 (4.117)] 2024-10-13 06:41:20,968 - Train: 38.81% [485500/1251000] [388.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.002026] [CE 4.777 (4.492)] [KD 4.544 (4.209)] 2024-10-13 06:41:32,834 - Train: 38.81% [485550/1251000] [388.1/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.002026] [CE 4.621 (4.463)] [KD 4.335 (4.204)] 2024-10-13 06:41:44,752 - Train: 38.82% [485600/1251000] [388.2/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.002026] [CE 4.569 (4.423)] [KD 4.194 (4.189)] 2024-10-13 06:41:56,296 - Train: 38.82% [485650/1251000] [388.2/1000.0] [batch_t 0.247 (0.231)] [data_t 0.007] [optim_t 0.239] [lr 0.002026] [CE 3.824 (4.414)] [KD 3.840 (4.220)] 2024-10-13 06:42:08,087 - Train: 38.82% [485700/1251000] [388.2/1000.0] [batch_t 0.216 (0.236)] [data_t 0.007] [optim_t 0.209] [lr 0.002026] [CE 5.006 (4.448)] [KD 4.415 (4.189)] 2024-10-13 06:42:20,501 - Train: 38.83% [485750/1251000] [388.3/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.002026] [CE 4.275 (4.357)] [KD 4.143 (4.138)] 2024-10-13 06:42:32,050 - Train: 38.83% [485800/1251000] [388.3/1000.0] [batch_t 0.241 (0.231)] [data_t 0.009] [optim_t 0.232] [lr 0.002025] [CE 4.131 (4.358)] [KD 3.993 (4.116)] 2024-10-13 06:42:44,343 - Train: 38.84% [485850/1251000] [388.4/1000.0] [batch_t 0.249 (0.246)] [data_t 0.007] [optim_t 0.242] [lr 0.002025] [CE 4.449 (4.405)] [KD 3.995 (4.174)] 2024-10-13 06:42:56,634 - Train: 38.84% [485900/1251000] [388.4/1000.0] [batch_t 0.220 (0.246)] [data_t 0.007] [optim_t 0.213] [lr 0.002025] [CE 4.104 (4.437)] [KD 4.040 (4.194)] 2024-10-13 06:43:08,199 - Train: 38.84% [485950/1251000] [388.4/1000.0] [batch_t 0.226 (0.231)] [data_t 0.008] [optim_t 0.218] [lr 0.002025] [CE 4.372 (4.341)] [KD 4.054 (4.153)] 2024-10-13 06:43:20,056 - Train: 38.85% [486000/1251000] [388.5/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.002025] [CE 4.232 (4.420)] [KD 4.117 (4.150)] 2024-10-13 06:43:32,208 - Train: 38.85% [486050/1251000] [388.5/1000.0] [batch_t 0.230 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.002024] [CE 4.191 (4.429)] [KD 3.880 (4.201)] 2024-10-13 06:43:44,688 - Train: 38.86% [486100/1251000] [388.6/1000.0] [batch_t 0.216 (0.249)] [data_t 0.007] [optim_t 0.209] [lr 0.002024] [CE 4.678 (4.393)] [KD 4.285 (4.129)] 2024-10-13 06:43:56,686 - Train: 38.86% [486150/1251000] [388.6/1000.0] [batch_t 0.242 (0.240)] [data_t 0.007] [optim_t 0.235] [lr 0.002024] [CE 4.764 (4.396)] [KD 4.595 (4.192)] 2024-10-13 06:44:09,181 - Train: 38.86% [486200/1251000] [388.6/1000.0] [batch_t 0.228 (0.250)] [data_t 0.007] [optim_t 0.222] [lr 0.002024] [CE 3.972 (4.390)] [KD 3.740 (4.184)] 2024-10-13 06:44:20,958 - Train: 38.87% [486250/1251000] [388.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002024] [CE 4.104 (4.388)] [KD 3.857 (4.137)] 2024-10-13 06:44:32,967 - Train: 38.87% [486300/1251000] [388.7/1000.0] [batch_t 0.411 (0.240)] [data_t 0.007] [optim_t 0.404] [lr 0.002024] [CE 5.176 (4.490)] [KD 4.392 (4.217)] 2024-10-13 06:44:44,710 - Train: 38.88% [486350/1251000] [388.8/1000.0] [batch_t 0.228 (0.235)] [data_t 0.007] [optim_t 0.221] [lr 0.002023] [CE 4.327 (4.388)] [KD 4.262 (4.157)] 2024-10-13 06:44:56,882 - Train: 38.88% [486400/1251000] [388.8/1000.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.002023] [CE 4.338 (4.389)] [KD 4.294 (4.232)] 2024-10-13 06:45:08,907 - Train: 38.88% [486450/1251000] [388.8/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.002023] [CE 4.334 (4.445)] [KD 4.256 (4.274)] 2024-10-13 06:45:22,043 - Train: 38.89% [486500/1251000] [388.9/1000.0] [batch_t 0.480 (0.262)] [data_t 0.009] [optim_t 0.471] [lr 0.002023] [CE 4.668 (4.397)] [KD 4.333 (4.215)] 2024-10-13 06:45:34,058 - Train: 38.89% [486550/1251000] [388.9/1000.0] [batch_t 0.263 (0.240)] [data_t 0.007] [optim_t 0.257] [lr 0.002023] [CE 4.544 (4.409)] [KD 4.258 (4.188)] 2024-10-13 06:45:46,155 - Train: 38.90% [486600/1251000] [389.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002023] [CE 4.205 (4.405)] [KD 4.072 (4.223)] 2024-10-13 06:46:04,329 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 36062] [top5_cnt 45479] [top_all 50000] 2024-10-13 06:46:04,329 - net: 72.124 (90.958) 2024-10-13 06:46:13,039 - Test (net_E): 100.00% [50/50] [batch_t 0.147 (0.157)] [top1_cnt 38543] [top5_cnt 46710] [top_all 50000] 2024-10-13 06:46:13,040 - net_E: 77.086 (93.420) 2024-10-13 06:46:13,242 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.132 (epoch: 386)] 2024-10-13 06:46:13,243 - ==> Total time: 1 day, 10:08:06 Eta: 2 days, 5:36:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:46:19,767 - Train: 38.90% [486650/1251000] [389.0/1000.0] [batch_t 0.223 (0.314)] [data_t 0.007] [optim_t 0.216] [lr 0.002022] [CE 4.102 (4.479)] [KD 3.893 (4.203)] 2024-10-13 06:46:31,486 - Train: 38.90% [486700/1251000] [389.0/1000.0] [batch_t 0.228 (0.234)] [data_t 0.007] [optim_t 0.221] [lr 0.002022] [CE 3.988 (4.417)] [KD 3.817 (4.251)] 2024-10-13 06:46:43,908 - Train: 38.91% [486750/1251000] [389.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.010] [optim_t 0.226] [lr 0.002022] [CE 4.425 (4.403)] [KD 4.075 (4.207)] 2024-10-13 06:46:55,918 - Train: 38.91% [486800/1251000] [389.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.002022] [CE 4.219 (4.382)] [KD 3.981 (4.186)] 2024-10-13 06:47:07,856 - Train: 38.92% [486850/1251000] [389.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.006] [optim_t 0.226] [lr 0.002022] [CE 4.645 (4.407)] [KD 4.177 (4.222)] 2024-10-13 06:47:19,726 - Train: 38.92% [486900/1251000] [389.2/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.002022] [CE 4.307 (4.350)] [KD 4.063 (4.172)] 2024-10-13 06:47:32,119 - Train: 38.92% [486950/1251000] [389.2/1000.0] [batch_t 0.226 (0.248)] [data_t 0.006] [optim_t 0.220] [lr 0.002021] [CE 4.812 (4.343)] [KD 4.514 (4.211)] 2024-10-13 06:47:43,724 - Train: 38.93% [487000/1251000] [389.3/1000.0] [batch_t 0.224 (0.232)] [data_t 0.010] [optim_t 0.214] [lr 0.002021] [CE 4.395 (4.387)] [KD 4.264 (4.215)] 2024-10-13 06:47:55,866 - Train: 38.93% [487050/1251000] [389.3/1000.0] [batch_t 0.223 (0.243)] [data_t 0.008] [optim_t 0.215] [lr 0.002021] [CE 4.157 (4.363)] [KD 4.114 (4.195)] 2024-10-13 06:48:07,516 - Train: 38.94% [487100/1251000] [389.4/1000.0] [batch_t 0.222 (0.233)] [data_t 0.008] [optim_t 0.214] [lr 0.002021] [CE 4.360 (4.352)] [KD 4.412 (4.194)] 2024-10-13 06:48:19,656 - Train: 38.94% [487150/1251000] [389.4/1000.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.002021] [CE 3.940 (4.394)] [KD 4.018 (4.179)] 2024-10-13 06:48:31,593 - Train: 38.94% [487200/1251000] [389.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.006] [optim_t 0.233] [lr 0.002020] [CE 4.678 (4.426)] [KD 4.426 (4.234)] 2024-10-13 06:48:44,128 - Train: 38.95% [487250/1251000] [389.5/1000.0] [batch_t 0.242 (0.251)] [data_t 0.007] [optim_t 0.235] [lr 0.002020] [CE 3.833 (4.447)] [KD 4.086 (4.272)] 2024-10-13 06:48:55,817 - Train: 38.95% [487300/1251000] [389.5/1000.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.002020] [CE 4.576 (4.406)] [KD 4.435 (4.218)] 2024-10-13 06:49:08,174 - Train: 38.96% [487350/1251000] [389.6/1000.0] [batch_t 0.233 (0.247)] [data_t 0.011] [optim_t 0.222] [lr 0.002020] [CE 4.053 (4.353)] [KD 4.041 (4.243)] 2024-10-13 06:49:19,933 - Train: 38.96% [487400/1251000] [389.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.010] [optim_t 0.218] [lr 0.002020] [CE 4.700 (4.387)] [KD 4.198 (4.188)] 2024-10-13 06:49:31,835 - Train: 38.96% [487450/1251000] [389.6/1000.0] [batch_t 0.212 (0.238)] [data_t 0.006] [optim_t 0.206] [lr 0.002020] [CE 4.852 (4.409)] [KD 4.526 (4.203)] 2024-10-13 06:49:43,674 - Train: 38.97% [487500/1251000] [389.7/1000.0] [batch_t 0.244 (0.237)] [data_t 0.006] [optim_t 0.238] [lr 0.002019] [CE 4.512 (4.412)] [KD 4.162 (4.221)] 2024-10-13 06:49:55,796 - Train: 38.97% [487550/1251000] [389.7/1000.0] [batch_t 0.223 (0.242)] [data_t 0.010] [optim_t 0.213] [lr 0.002019] [CE 4.019 (4.374)] [KD 4.220 (4.197)] 2024-10-13 06:50:07,387 - Train: 38.98% [487600/1251000] [389.8/1000.0] [batch_t 0.235 (0.232)] [data_t 0.010] [optim_t 0.225] [lr 0.002019] [CE 5.016 (4.466)] [KD 4.389 (4.249)] 2024-10-13 06:50:20,130 - Train: 38.98% [487650/1251000] [389.8/1000.0] [batch_t 0.568 (0.255)] [data_t 0.010] [optim_t 0.558] [lr 0.002019] [CE 3.940 (4.424)] [KD 4.029 (4.266)] 2024-10-13 06:50:31,883 - Train: 38.98% [487700/1251000] [389.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.006] [optim_t 0.230] [lr 0.002019] [CE 3.886 (4.427)] [KD 3.753 (4.217)] 2024-10-13 06:50:44,184 - Train: 38.99% [487750/1251000] [389.9/1000.0] [batch_t 0.226 (0.246)] [data_t 0.007] [optim_t 0.219] [lr 0.002019] [CE 4.648 (4.387)] [KD 4.365 (4.166)] 2024-10-13 06:50:55,948 - Train: 38.99% [487800/1251000] [389.9/1000.0] [batch_t 0.237 (0.235)] [data_t 0.007] [optim_t 0.229] [lr 0.002018] [CE 4.302 (4.451)] [KD 4.142 (4.207)] 2024-10-13 06:51:07,748 - Train: 39.00% [487850/1251000] [390.0/1000.0] [batch_t 0.241 (0.236)] [data_t 0.010] [optim_t 0.231] [lr 0.002018] [CE 3.992 (4.397)] [KD 4.190 (4.212)] 2024-10-13 06:51:25,896 - Test (net): 100.00% [50/50] [batch_t 0.174 (0.162)] [top1_cnt 36138] [top5_cnt 45519] [top_all 50000] 2024-10-13 06:51:25,897 - net: 72.276 (91.038) 2024-10-13 06:51:34,588 - Test (net_E): 100.00% [50/50] [batch_t 0.229 (0.157)] [top1_cnt 38563] [top5_cnt 46684] [top_all 50000] 2024-10-13 06:51:34,589 - net_E: 77.126 (93.368) 2024-10-13 06:51:34,810 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.132 (epoch: 386)] 2024-10-13 06:51:34,810 - ==> Total time: 1 day, 10:13:27 Eta: 2 days, 5:31:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:51:48,801 - Train: 39.00% [487900/1251000] [390.0/1000.0] [batch_t 0.249 (0.276)] [data_t 0.006] [optim_t 0.242] [lr 0.002018] [CE 4.633 (4.564)] [KD 4.435 (4.236)] 2024-10-13 06:52:00,351 - Train: 39.00% [487950/1251000] [390.0/1000.0] [batch_t 0.238 (0.231)] [data_t 0.008] [optim_t 0.229] [lr 0.002018] [CE 4.165 (4.473)] [KD 3.964 (4.238)] 2024-10-13 06:52:12,820 - Train: 39.01% [488000/1251000] [390.1/1000.0] [batch_t 0.224 (0.249)] [data_t 0.009] [optim_t 0.215] [lr 0.002018] [CE 4.252 (4.447)] [KD 4.266 (4.228)] 2024-10-13 06:52:25,269 - Train: 39.01% [488050/1251000] [390.1/1000.0] [batch_t 0.228 (0.249)] [data_t 0.010] [optim_t 0.218] [lr 0.002017] [CE 4.640 (4.410)] [KD 4.192 (4.200)] 2024-10-13 06:52:36,934 - Train: 39.02% [488100/1251000] [390.2/1000.0] [batch_t 0.226 (0.233)] [data_t 0.010] [optim_t 0.215] [lr 0.002017] [CE 4.563 (4.442)] [KD 4.286 (4.138)] 2024-10-13 06:52:48,694 - Train: 39.02% [488150/1251000] [390.2/1000.0] [batch_t 0.231 (0.235)] [data_t 0.010] [optim_t 0.221] [lr 0.002017] [CE 4.435 (4.437)] [KD 4.202 (4.190)] 2024-10-13 06:53:00,312 - Train: 39.02% [488200/1251000] [390.2/1000.0] [batch_t 0.223 (0.232)] [data_t 0.010] [optim_t 0.213] [lr 0.002017] [CE 4.506 (4.401)] [KD 4.202 (4.204)] 2024-10-13 06:53:12,301 - Train: 39.03% [488250/1251000] [390.3/1000.0] [batch_t 0.220 (0.240)] [data_t 0.008] [optim_t 0.212] [lr 0.002017] [CE 3.991 (4.412)] [KD 4.197 (4.138)] 2024-10-13 06:53:24,700 - Train: 39.03% [488300/1251000] [390.3/1000.0] [batch_t 0.479 (0.248)] [data_t 0.009] [optim_t 0.469] [lr 0.002017] [CE 4.137 (4.396)] [KD 4.198 (4.153)] 2024-10-13 06:53:36,526 - Train: 39.04% [488350/1251000] [390.4/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002016] [CE 4.080 (4.448)] [KD 4.047 (4.294)] 2024-10-13 06:53:48,508 - Train: 39.04% [488400/1251000] [390.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.002016] [CE 4.926 (4.463)] [KD 4.205 (4.229)] 2024-10-13 06:54:00,780 - Train: 39.04% [488450/1251000] [390.4/1000.0] [batch_t 0.224 (0.245)] [data_t 0.006] [optim_t 0.218] [lr 0.002016] [CE 4.645 (4.422)] [KD 4.429 (4.205)] 2024-10-13 06:54:12,420 - Train: 39.05% [488500/1251000] [390.5/1000.0] [batch_t 0.237 (0.233)] [data_t 0.010] [optim_t 0.227] [lr 0.002016] [CE 4.447 (4.418)] [KD 4.177 (4.147)] 2024-10-13 06:54:24,122 - Train: 39.05% [488550/1251000] [390.5/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.216] [lr 0.002016] [CE 4.477 (4.406)] [KD 4.219 (4.187)] 2024-10-13 06:54:36,207 - Train: 39.06% [488600/1251000] [390.6/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.002016] [CE 4.612 (4.406)] [KD 4.221 (4.249)] 2024-10-13 06:54:49,170 - Train: 39.06% [488650/1251000] [390.6/1000.0] [batch_t 0.252 (0.259)] [data_t 0.009] [optim_t 0.243] [lr 0.002015] [CE 4.135 (4.413)] [KD 3.814 (4.215)] 2024-10-13 06:55:00,975 - Train: 39.06% [488700/1251000] [390.6/1000.0] [batch_t 0.224 (0.236)] [data_t 0.010] [optim_t 0.214] [lr 0.002015] [CE 4.092 (4.417)] [KD 4.341 (4.226)] 2024-10-13 06:55:12,954 - Train: 39.07% [488750/1251000] [390.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.006] [optim_t 0.225] [lr 0.002015] [CE 4.335 (4.415)] [KD 4.245 (4.234)] 2024-10-13 06:55:25,300 - Train: 39.07% [488800/1251000] [390.7/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.236] [lr 0.002015] [CE 4.573 (4.412)] [KD 4.301 (4.180)] 2024-10-13 06:55:37,276 - Train: 39.08% [488850/1251000] [390.8/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.002015] [CE 4.258 (4.399)] [KD 4.357 (4.235)] 2024-10-13 06:55:49,145 - Train: 39.08% [488900/1251000] [390.8/1000.0] [batch_t 0.228 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.002014] [CE 3.941 (4.324)] [KD 3.834 (4.135)] 2024-10-13 06:56:01,490 - Train: 39.08% [488950/1251000] [390.8/1000.0] [batch_t 0.243 (0.247)] [data_t 0.008] [optim_t 0.235] [lr 0.002014] [CE 4.620 (4.408)] [KD 4.222 (4.144)] 2024-10-13 06:56:14,125 - Train: 39.09% [489000/1251000] [390.9/1000.0] [batch_t 0.237 (0.253)] [data_t 0.010] [optim_t 0.227] [lr 0.002014] [CE 4.507 (4.422)] [KD 4.257 (4.175)] 2024-10-13 06:56:26,445 - Train: 39.09% [489050/1251000] [390.9/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.224] [lr 0.002014] [CE 4.541 (4.453)] [KD 4.117 (4.171)] 2024-10-13 06:56:38,156 - Train: 39.10% [489100/1251000] [391.0/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002014] [CE 4.299 (4.439)] [KD 4.185 (4.225)] 2024-10-13 06:56:58,016 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.196)] [top1_cnt 35981] [top5_cnt 45406] [top_all 50000] 2024-10-13 06:56:58,017 - net: 71.962 (90.812) 2024-10-13 06:57:08,268 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.189)] [top1_cnt 38537] [top5_cnt 46694] [top_all 50000] 2024-10-13 06:57:08,269 - net_E: 77.074 (93.388) 2024-10-13 06:57:08,521 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.132 (epoch: 386)] 2024-10-13 06:57:08,522 - ==> Total time: 1 day, 10:19:01 Eta: 2 days, 5:27:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 06:57:14,238 - Train: 39.10% [489150/1251000] [391.0/1000.0] [batch_t 0.226 (0.296)] [data_t 0.010] [optim_t 0.216] [lr 0.002014] [CE 4.089 (4.305)] [KD 3.888 (4.035)] 2024-10-13 06:57:26,586 - Train: 39.10% [489200/1251000] [391.0/1000.0] [batch_t 0.235 (0.247)] [data_t 0.008] [optim_t 0.227] [lr 0.002013] [CE 4.427 (4.422)] [KD 3.921 (4.231)] 2024-10-13 06:57:39,221 - Train: 39.11% [489250/1251000] [391.1/1000.0] [batch_t 0.244 (0.253)] [data_t 0.007] [optim_t 0.237] [lr 0.002013] [CE 4.745 (4.427)] [KD 4.545 (4.270)] 2024-10-13 06:57:51,490 - Train: 39.11% [489300/1251000] [391.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.006] [optim_t 0.224] [lr 0.002013] [CE 3.942 (4.448)] [KD 3.938 (4.229)] 2024-10-13 06:58:03,445 - Train: 39.12% [489350/1251000] [391.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.002013] [CE 4.360 (4.427)] [KD 4.317 (4.215)] 2024-10-13 06:58:15,278 - Train: 39.12% [489400/1251000] [391.2/1000.0] [batch_t 0.219 (0.236)] [data_t 0.007] [optim_t 0.211] [lr 0.002013] [CE 4.615 (4.401)] [KD 4.186 (4.191)] 2024-10-13 06:58:27,426 - Train: 39.12% [489450/1251000] [391.2/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.002013] [CE 4.464 (4.404)] [KD 4.314 (4.171)] 2024-10-13 06:58:39,559 - Train: 39.13% [489500/1251000] [391.3/1000.0] [batch_t 0.231 (0.242)] [data_t 0.010] [optim_t 0.220] [lr 0.002012] [CE 4.019 (4.408)] [KD 4.032 (4.279)] 2024-10-13 06:58:51,588 - Train: 39.13% [489550/1251000] [391.3/1000.0] [batch_t 0.226 (0.240)] [data_t 0.007] [optim_t 0.219] [lr 0.002012] [CE 4.517 (4.459)] [KD 4.211 (4.229)] 2024-10-13 06:59:03,306 - Train: 39.14% [489600/1251000] [391.4/1000.0] [batch_t 0.239 (0.234)] [data_t 0.008] [optim_t 0.230] [lr 0.002012] [CE 4.440 (4.475)] [KD 4.160 (4.264)] 2024-10-13 06:59:16,041 - Train: 39.14% [489650/1251000] [391.4/1000.0] [batch_t 0.256 (0.255)] [data_t 0.009] [optim_t 0.247] [lr 0.002012] [CE 4.494 (4.452)] [KD 4.144 (4.235)] 2024-10-13 06:59:28,047 - Train: 39.14% [489700/1251000] [391.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.002012] [CE 4.470 (4.468)] [KD 3.886 (4.216)] 2024-10-13 06:59:39,748 - Train: 39.15% [489750/1251000] [391.5/1000.0] [batch_t 0.225 (0.234)] [data_t 0.010] [optim_t 0.215] [lr 0.002011] [CE 4.195 (4.332)] [KD 4.263 (4.184)] 2024-10-13 06:59:51,675 - Train: 39.15% [489800/1251000] [391.5/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.002011] [CE 4.381 (4.345)] [KD 4.408 (4.191)] 2024-10-13 07:00:04,094 - Train: 39.16% [489850/1251000] [391.6/1000.0] [batch_t 0.229 (0.248)] [data_t 0.009] [optim_t 0.220] [lr 0.002011] [CE 4.311 (4.463)] [KD 4.108 (4.174)] 2024-10-13 07:00:15,724 - Train: 39.16% [489900/1251000] [391.6/1000.0] [batch_t 0.236 (0.232)] [data_t 0.009] [optim_t 0.228] [lr 0.002011] [CE 4.527 (4.362)] [KD 4.264 (4.194)] 2024-10-13 07:00:27,987 - Train: 39.16% [489950/1251000] [391.6/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.002011] [CE 4.257 (4.401)] [KD 4.252 (4.206)] 2024-10-13 07:00:39,972 - Train: 39.17% [490000/1251000] [391.7/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.002011] [CE 5.044 (4.443)] [KD 4.627 (4.225)] 2024-10-13 07:00:52,090 - Train: 39.17% [490050/1251000] [391.7/1000.0] [batch_t 0.243 (0.242)] [data_t 0.007] [optim_t 0.236] [lr 0.002010] [CE 4.156 (4.427)] [KD 3.988 (4.134)] 2024-10-13 07:01:04,336 - Train: 39.18% [490100/1251000] [391.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.002010] [CE 4.135 (4.404)] [KD 3.977 (4.218)] 2024-10-13 07:01:16,567 - Train: 39.18% [490150/1251000] [391.8/1000.0] [batch_t 0.232 (0.244)] [data_t 0.010] [optim_t 0.222] [lr 0.002010] [CE 5.144 (4.416)] [KD 4.486 (4.211)] 2024-10-13 07:01:28,403 - Train: 39.18% [490200/1251000] [391.8/1000.0] [batch_t 0.240 (0.237)] [data_t 0.010] [optim_t 0.231] [lr 0.002010] [CE 4.761 (4.416)] [KD 4.245 (4.176)] 2024-10-13 07:01:40,870 - Train: 39.19% [490250/1251000] [391.9/1000.0] [batch_t 0.241 (0.249)] [data_t 0.008] [optim_t 0.233] [lr 0.002010] [CE 4.500 (4.346)] [KD 4.111 (4.187)] 2024-10-13 07:01:53,151 - Train: 39.19% [490300/1251000] [391.9/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.224] [lr 0.002010] [CE 4.726 (4.433)] [KD 4.653 (4.176)] 2024-10-13 07:02:04,942 - Train: 39.20% [490350/1251000] [392.0/1000.0] [batch_t 0.239 (0.236)] [data_t 0.008] [optim_t 0.231] [lr 0.002009] [CE 3.728 (4.484)] [KD 4.010 (4.293)] 2024-10-13 07:02:23,424 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.156)] [top1_cnt 35918] [top5_cnt 45388] [top_all 50000] 2024-10-13 07:02:23,425 - net: 71.836 (90.776) 2024-10-13 07:02:32,039 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.156)] [top1_cnt 38548] [top5_cnt 46717] [top_all 50000] 2024-10-13 07:02:32,040 - net_E: 77.096 (93.434) 2024-10-13 07:02:32,274 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.132 (epoch: 386)] 2024-10-13 07:02:32,275 - ==> Total time: 1 day, 10:24:25 Eta: 2 days, 5:21:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:02:37,459 - Train: 39.20% [490400/1251000] [392.0/1000.0] [batch_t 0.220 (0.322)] [data_t 0.008] [optim_t 0.211] [lr 0.002009] [CE 4.159 (4.389)] [KD 4.057 (4.197)] 2024-10-13 07:02:49,786 - Train: 39.20% [490450/1251000] [392.0/1000.0] [batch_t 0.226 (0.246)] [data_t 0.010] [optim_t 0.216] [lr 0.002009] [CE 3.934 (4.399)] [KD 4.239 (4.180)] 2024-10-13 07:03:01,562 - Train: 39.21% [490500/1251000] [392.1/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002009] [CE 4.209 (4.404)] [KD 4.137 (4.234)] 2024-10-13 07:03:13,556 - Train: 39.21% [490550/1251000] [392.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.010] [optim_t 0.225] [lr 0.002009] [CE 3.781 (4.392)] [KD 4.006 (4.140)] 2024-10-13 07:03:25,970 - Train: 39.22% [490600/1251000] [392.2/1000.0] [batch_t 0.223 (0.248)] [data_t 0.010] [optim_t 0.213] [lr 0.002009] [CE 4.401 (4.408)] [KD 4.167 (4.230)] 2024-10-13 07:03:37,574 - Train: 39.22% [490650/1251000] [392.2/1000.0] [batch_t 0.240 (0.232)] [data_t 0.010] [optim_t 0.230] [lr 0.002008] [CE 4.779 (4.417)] [KD 4.359 (4.195)] 2024-10-13 07:03:49,460 - Train: 39.22% [490700/1251000] [392.2/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002008] [CE 3.534 (4.375)] [KD 3.812 (4.143)] 2024-10-13 07:04:01,546 - Train: 39.23% [490750/1251000] [392.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.002008] [CE 4.781 (4.422)] [KD 4.446 (4.169)] 2024-10-13 07:04:13,815 - Train: 39.23% [490800/1251000] [392.3/1000.0] [batch_t 0.225 (0.245)] [data_t 0.009] [optim_t 0.216] [lr 0.002008] [CE 4.327 (4.413)] [KD 3.981 (4.162)] 2024-10-13 07:04:25,511 - Train: 39.24% [490850/1251000] [392.4/1000.0] [batch_t 0.223 (0.234)] [data_t 0.008] [optim_t 0.215] [lr 0.002008] [CE 4.082 (4.391)] [KD 4.204 (4.118)] 2024-10-13 07:04:37,441 - Train: 39.24% [490900/1251000] [392.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.010] [optim_t 0.229] [lr 0.002007] [CE 4.691 (4.419)] [KD 4.270 (4.175)] 2024-10-13 07:04:49,322 - Train: 39.24% [490950/1251000] [392.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002007] [CE 3.970 (4.399)] [KD 4.032 (4.155)] 2024-10-13 07:05:01,269 - Train: 39.25% [491000/1251000] [392.5/1000.0] [batch_t 0.219 (0.239)] [data_t 0.008] [optim_t 0.210] [lr 0.002007] [CE 4.469 (4.424)] [KD 4.236 (4.177)] 2024-10-13 07:05:13,556 - Train: 39.25% [491050/1251000] [392.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.002007] [CE 4.024 (4.469)] [KD 3.988 (4.227)] 2024-10-13 07:05:25,582 - Train: 39.26% [491100/1251000] [392.6/1000.0] [batch_t 0.226 (0.240)] [data_t 0.007] [optim_t 0.219] [lr 0.002007] [CE 4.392 (4.418)] [KD 3.986 (4.238)] 2024-10-13 07:05:37,582 - Train: 39.26% [491150/1251000] [392.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.227] [lr 0.002007] [CE 4.076 (4.377)] [KD 3.992 (4.169)] 2024-10-13 07:05:50,204 - Train: 39.26% [491200/1251000] [392.6/1000.0] [batch_t 0.223 (0.252)] [data_t 0.007] [optim_t 0.216] [lr 0.002006] [CE 4.257 (4.381)] [KD 3.877 (4.178)] 2024-10-13 07:06:01,939 - Train: 39.27% [491250/1251000] [392.7/1000.0] [batch_t 0.236 (0.234)] [data_t 0.007] [optim_t 0.229] [lr 0.002006] [CE 4.400 (4.402)] [KD 3.967 (4.146)] 2024-10-13 07:06:13,808 - Train: 39.27% [491300/1251000] [392.7/1000.0] [batch_t 0.241 (0.237)] [data_t 0.006] [optim_t 0.235] [lr 0.002006] [CE 4.488 (4.403)] [KD 4.193 (4.169)] 2024-10-13 07:06:25,784 - Train: 39.28% [491350/1251000] [392.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.002006] [CE 4.674 (4.451)] [KD 4.179 (4.222)] 2024-10-13 07:06:37,833 - Train: 39.28% [491400/1251000] [392.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002006] [CE 4.133 (4.387)] [KD 3.935 (4.214)] 2024-10-13 07:06:49,847 - Train: 39.28% [491450/1251000] [392.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.002006] [CE 4.331 (4.444)] [KD 4.147 (4.258)] 2024-10-13 07:07:02,077 - Train: 39.29% [491500/1251000] [392.9/1000.0] [batch_t 0.220 (0.244)] [data_t 0.009] [optim_t 0.211] [lr 0.002005] [CE 4.324 (4.487)] [KD 4.356 (4.274)] 2024-10-13 07:07:14,200 - Train: 39.29% [491550/1251000] [392.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.002005] [CE 4.854 (4.411)] [KD 4.575 (4.257)] 2024-10-13 07:07:26,295 - Train: 39.30% [491600/1251000] [393.0/1000.0] [batch_t 0.246 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.002005] [CE 4.470 (4.379)] [KD 4.215 (4.242)] 2024-10-13 07:07:45,042 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.167)] [top1_cnt 35982] [top5_cnt 45548] [top_all 50000] 2024-10-13 07:07:45,043 - net: 71.964 (91.096) 2024-10-13 07:07:53,887 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 38546] [top5_cnt 46692] [top_all 50000] 2024-10-13 07:07:53,888 - net_E: 77.092 (93.384) 2024-10-13 07:07:54,100 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.132 (epoch: 386)] 2024-10-13 07:07:54,101 - ==> Total time: 1 day, 10:29:46 Eta: 2 days, 5:16:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:07:59,333 - Train: 39.30% [491650/1251000] [393.0/1000.0] [batch_t 0.232 (0.322)] [data_t 0.008] [optim_t 0.224] [lr 0.002005] [CE 4.154 (4.376)] [KD 3.959 (4.215)] 2024-10-13 07:08:11,294 - Train: 39.30% [491700/1251000] [393.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.008] [optim_t 0.226] [lr 0.002005] [CE 4.282 (4.364)] [KD 4.050 (4.151)] 2024-10-13 07:08:23,801 - Train: 39.31% [491750/1251000] [393.1/1000.0] [batch_t 0.230 (0.250)] [data_t 0.009] [optim_t 0.220] [lr 0.002004] [CE 4.831 (4.430)] [KD 4.457 (4.149)] 2024-10-13 07:08:36,003 - Train: 39.31% [491800/1251000] [393.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.002004] [CE 4.821 (4.437)] [KD 4.221 (4.119)] 2024-10-13 07:08:47,671 - Train: 39.32% [491850/1251000] [393.2/1000.0] [batch_t 0.222 (0.233)] [data_t 0.006] [optim_t 0.216] [lr 0.002004] [CE 4.499 (4.431)] [KD 4.348 (4.129)] 2024-10-13 07:08:59,775 - Train: 39.32% [491900/1251000] [393.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002004] [CE 4.660 (4.472)] [KD 4.379 (4.238)] 2024-10-13 07:09:12,481 - Train: 39.32% [491950/1251000] [393.2/1000.0] [batch_t 0.233 (0.254)] [data_t 0.008] [optim_t 0.225] [lr 0.002004] [CE 4.124 (4.407)] [KD 3.732 (4.141)] 2024-10-13 07:09:24,604 - Train: 39.33% [492000/1251000] [393.3/1000.0] [batch_t 0.254 (0.242)] [data_t 0.006] [optim_t 0.248] [lr 0.002004] [CE 4.274 (4.367)] [KD 4.127 (4.109)] 2024-10-13 07:09:36,700 - Train: 39.33% [492050/1251000] [393.3/1000.0] [batch_t 0.243 (0.242)] [data_t 0.006] [optim_t 0.237] [lr 0.002003] [CE 4.486 (4.498)] [KD 4.440 (4.245)] 2024-10-13 07:09:49,098 - Train: 39.34% [492100/1251000] [393.4/1000.0] [batch_t 0.256 (0.248)] [data_t 0.006] [optim_t 0.250] [lr 0.002003] [CE 4.402 (4.441)] [KD 4.213 (4.181)] 2024-10-13 07:10:01,061 - Train: 39.34% [492150/1251000] [393.4/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.002003] [CE 4.689 (4.444)] [KD 4.479 (4.187)] 2024-10-13 07:10:13,299 - Train: 39.34% [492200/1251000] [393.4/1000.0] [batch_t 0.241 (0.245)] [data_t 0.008] [optim_t 0.233] [lr 0.002003] [CE 4.676 (4.414)] [KD 4.118 (4.211)] 2024-10-13 07:10:25,364 - Train: 39.35% [492250/1251000] [393.5/1000.0] [batch_t 0.230 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.002003] [CE 4.070 (4.493)] [KD 4.293 (4.245)] 2024-10-13 07:10:37,566 - Train: 39.35% [492300/1251000] [393.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.002003] [CE 4.489 (4.387)] [KD 4.217 (4.194)] 2024-10-13 07:10:49,994 - Train: 39.36% [492350/1251000] [393.6/1000.0] [batch_t 0.228 (0.248)] [data_t 0.010] [optim_t 0.218] [lr 0.002002] [CE 4.589 (4.368)] [KD 4.341 (4.124)] 2024-10-13 07:11:02,251 - Train: 39.36% [492400/1251000] [393.6/1000.0] [batch_t 0.248 (0.245)] [data_t 0.008] [optim_t 0.240] [lr 0.002002] [CE 4.476 (4.453)] [KD 4.003 (4.240)] 2024-10-13 07:11:14,418 - Train: 39.36% [492450/1251000] [393.6/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.002002] [CE 4.505 (4.475)] [KD 4.419 (4.268)] 2024-10-13 07:11:26,531 - Train: 39.37% [492500/1251000] [393.7/1000.0] [batch_t 0.225 (0.242)] [data_t 0.010] [optim_t 0.215] [lr 0.002002] [CE 4.050 (4.421)] [KD 4.111 (4.184)] 2024-10-13 07:11:39,076 - Train: 39.37% [492550/1251000] [393.7/1000.0] [batch_t 0.223 (0.251)] [data_t 0.008] [optim_t 0.215] [lr 0.002002] [CE 3.946 (4.409)] [KD 4.024 (4.242)] 2024-10-13 07:11:51,270 - Train: 39.38% [492600/1251000] [393.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.002001] [CE 4.119 (4.420)] [KD 4.073 (4.261)] 2024-10-13 07:12:03,355 - Train: 39.38% [492650/1251000] [393.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002001] [CE 4.595 (4.450)] [KD 4.166 (4.224)] 2024-10-13 07:12:15,445 - Train: 39.38% [492700/1251000] [393.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.002001] [CE 4.529 (4.489)] [KD 4.431 (4.305)] 2024-10-13 07:12:27,826 - Train: 39.39% [492750/1251000] [393.9/1000.0] [batch_t 0.248 (0.247)] [data_t 0.008] [optim_t 0.239] [lr 0.002001] [CE 4.171 (4.433)] [KD 4.082 (4.207)] 2024-10-13 07:12:39,832 - Train: 39.39% [492800/1251000] [393.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002001] [CE 4.424 (4.455)] [KD 4.082 (4.257)] 2024-10-13 07:12:51,863 - Train: 39.40% [492850/1251000] [394.0/1000.0] [batch_t 0.225 (0.240)] [data_t 0.008] [optim_t 0.216] [lr 0.002001] [CE 4.620 (4.370)] [KD 4.090 (4.155)] 2024-10-13 07:13:11,199 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.171)] [top1_cnt 36136] [top5_cnt 45540] [top_all 50000] 2024-10-13 07:13:11,200 - net: 72.272 (91.080) 2024-10-13 07:13:20,345 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.167)] [top1_cnt 38569] [top5_cnt 46725] [top_all 50000] 2024-10-13 07:13:20,346 - net_E: 77.138 (93.450) 2024-10-13 07:13:20,573 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.138 (epoch: 394)] 2024-10-13 07:13:20,574 - ==> Total time: 1 day, 10:35:13 Eta: 2 days, 5:11:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:13:34,304 - Train: 39.40% [492900/1251000] [394.0/1000.0] [batch_t 0.241 (0.313)] [data_t 0.006] [optim_t 0.235] [lr 0.002000] [CE 3.843 (4.451)] [KD 4.037 (4.251)] 2024-10-13 07:13:46,446 - Train: 39.40% [492950/1251000] [394.0/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.002000] [CE 3.737 (4.413)] [KD 3.699 (4.128)] 2024-10-13 07:13:58,965 - Train: 39.41% [493000/1251000] [394.1/1000.0] [batch_t 0.699 (0.250)] [data_t 0.006] [optim_t 0.693] [lr 0.002000] [CE 4.111 (4.433)] [KD 4.151 (4.174)] 2024-10-13 07:14:10,669 - Train: 39.41% [493050/1251000] [394.1/1000.0] [batch_t 0.225 (0.234)] [data_t 0.007] [optim_t 0.218] [lr 0.002000] [CE 4.407 (4.438)] [KD 4.139 (4.225)] 2024-10-13 07:14:22,395 - Train: 39.42% [493100/1251000] [394.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002000] [CE 4.157 (4.418)] [KD 4.110 (4.208)] 2024-10-13 07:14:34,293 - Train: 39.42% [493150/1251000] [394.2/1000.0] [batch_t 0.220 (0.238)] [data_t 0.007] [optim_t 0.213] [lr 0.002000] [CE 4.122 (4.416)] [KD 3.982 (4.163)] 2024-10-13 07:14:46,244 - Train: 39.42% [493200/1251000] [394.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.007] [optim_t 0.231] [lr 0.001999] [CE 4.603 (4.342)] [KD 4.382 (4.109)] 2024-10-13 07:14:58,180 - Train: 39.43% [493250/1251000] [394.3/1000.0] [batch_t 0.216 (0.239)] [data_t 0.010] [optim_t 0.207] [lr 0.001999] [CE 4.663 (4.385)] [KD 4.339 (4.161)] 2024-10-13 07:15:10,034 - Train: 39.43% [493300/1251000] [394.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.010] [optim_t 0.227] [lr 0.001999] [CE 4.350 (4.339)] [KD 4.145 (4.163)] 2024-10-13 07:15:21,905 - Train: 39.44% [493350/1251000] [394.4/1000.0] [batch_t 0.248 (0.237)] [data_t 0.009] [optim_t 0.239] [lr 0.001999] [CE 3.775 (4.406)] [KD 3.832 (4.186)] 2024-10-13 07:15:33,344 - Train: 39.44% [493400/1251000] [394.4/1000.0] [batch_t 0.231 (0.229)] [data_t 0.010] [optim_t 0.221] [lr 0.001999] [CE 4.024 (4.421)] [KD 3.949 (4.208)] 2024-10-13 07:15:45,193 - Train: 39.44% [493450/1251000] [394.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.001998] [CE 4.026 (4.434)] [KD 4.013 (4.233)] 2024-10-13 07:15:57,287 - Train: 39.45% [493500/1251000] [394.5/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.219] [lr 0.001998] [CE 4.415 (4.396)] [KD 4.415 (4.205)] 2024-10-13 07:16:08,891 - Train: 39.45% [493550/1251000] [394.5/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.001998] [CE 4.527 (4.409)] [KD 4.223 (4.244)] 2024-10-13 07:16:21,089 - Train: 39.46% [493600/1251000] [394.6/1000.0] [batch_t 0.219 (0.244)] [data_t 0.008] [optim_t 0.211] [lr 0.001998] [CE 4.106 (4.361)] [KD 3.929 (4.203)] 2024-10-13 07:16:33,107 - Train: 39.46% [493650/1251000] [394.6/1000.0] [batch_t 0.224 (0.240)] [data_t 0.008] [optim_t 0.217] [lr 0.001998] [CE 4.216 (4.385)] [KD 4.247 (4.191)] 2024-10-13 07:16:44,799 - Train: 39.46% [493700/1251000] [394.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.010] [optim_t 0.223] [lr 0.001998] [CE 4.399 (4.431)] [KD 4.528 (4.267)] 2024-10-13 07:16:56,317 - Train: 39.47% [493750/1251000] [394.7/1000.0] [batch_t 0.237 (0.230)] [data_t 0.007] [optim_t 0.230] [lr 0.001997] [CE 4.323 (4.406)] [KD 4.270 (4.219)] 2024-10-13 07:17:08,334 - Train: 39.47% [493800/1251000] [394.7/1000.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.001997] [CE 4.532 (4.416)] [KD 4.399 (4.238)] 2024-10-13 07:17:20,567 - Train: 39.48% [493850/1251000] [394.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.227] [lr 0.001997] [CE 4.214 (4.408)] [KD 4.104 (4.188)] 2024-10-13 07:17:32,946 - Train: 39.48% [493900/1251000] [394.8/1000.0] [batch_t 0.217 (0.247)] [data_t 0.010] [optim_t 0.207] [lr 0.001997] [CE 4.167 (4.334)] [KD 4.031 (4.081)] 2024-10-13 07:17:45,315 - Train: 39.48% [493950/1251000] [394.8/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.001997] [CE 3.921 (4.388)] [KD 3.891 (4.165)] 2024-10-13 07:17:57,164 - Train: 39.49% [494000/1251000] [394.9/1000.0] [batch_t 0.255 (0.237)] [data_t 0.008] [optim_t 0.247] [lr 0.001997] [CE 4.386 (4.329)] [KD 3.909 (4.108)] 2024-10-13 07:18:09,111 - Train: 39.49% [494050/1251000] [394.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.001996] [CE 4.658 (4.468)] [KD 4.383 (4.176)] 2024-10-13 07:18:21,123 - Train: 39.50% [494100/1251000] [395.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001996] [CE 4.211 (4.441)] [KD 3.956 (4.172)] 2024-10-13 07:18:40,014 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.163)] [top1_cnt 36199] [top5_cnt 45565] [top_all 50000] 2024-10-13 07:18:40,015 - net: 72.398 (91.130) 2024-10-13 07:18:48,925 - Test (net_E): 100.00% [50/50] [batch_t 0.149 (0.162)] [top1_cnt 38565] [top5_cnt 46726] [top_all 50000] 2024-10-13 07:18:48,926 - net_E: 77.130 (93.452) 2024-10-13 07:18:49,157 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.138 (epoch: 394)] 2024-10-13 07:18:49,157 - ==> Total time: 1 day, 10:40:41 Eta: 2 days, 5:06:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:18:53,837 - Train: 39.50% [494150/1251000] [395.0/1000.0] [batch_t 0.230 (0.391)] [data_t 0.006] [optim_t 0.224] [lr 0.001996] [CE 4.503 (4.483)] [KD 4.106 (4.103)] 2024-10-13 07:19:05,663 - Train: 39.50% [494200/1251000] [395.0/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.001996] [CE 4.424 (4.427)] [KD 4.214 (4.196)] 2024-10-13 07:19:18,228 - Train: 39.51% [494250/1251000] [395.1/1000.0] [batch_t 0.238 (0.251)] [data_t 0.010] [optim_t 0.228] [lr 0.001996] [CE 3.925 (4.421)] [KD 4.053 (4.152)] 2024-10-13 07:19:30,153 - Train: 39.51% [494300/1251000] [395.1/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.231] [lr 0.001995] [CE 4.731 (4.387)] [KD 4.310 (4.182)] 2024-10-13 07:19:41,886 - Train: 39.52% [494350/1251000] [395.2/1000.0] [batch_t 0.224 (0.234)] [data_t 0.010] [optim_t 0.214] [lr 0.001995] [CE 4.732 (4.451)] [KD 4.032 (4.164)] 2024-10-13 07:19:53,708 - Train: 39.52% [494400/1251000] [395.2/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.216] [lr 0.001995] [CE 4.229 (4.458)] [KD 4.159 (4.207)] 2024-10-13 07:20:05,732 - Train: 39.52% [494450/1251000] [395.2/1000.0] [batch_t 0.224 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.001995] [CE 4.778 (4.405)] [KD 4.429 (4.188)] 2024-10-13 07:20:17,662 - Train: 39.53% [494500/1251000] [395.3/1000.0] [batch_t 0.241 (0.238)] [data_t 0.007] [optim_t 0.234] [lr 0.001995] [CE 4.475 (4.442)] [KD 4.209 (4.204)] 2024-10-13 07:20:29,693 - Train: 39.53% [494550/1251000] [395.3/1000.0] [batch_t 0.263 (0.240)] [data_t 0.010] [optim_t 0.253] [lr 0.001995] [CE 4.124 (4.356)] [KD 4.081 (4.159)] 2024-10-13 07:20:41,681 - Train: 39.54% [494600/1251000] [395.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001994] [CE 4.325 (4.416)] [KD 4.226 (4.201)] 2024-10-13 07:20:53,418 - Train: 39.54% [494650/1251000] [395.4/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.001994] [CE 4.164 (4.452)] [KD 4.066 (4.172)] 2024-10-13 07:21:04,980 - Train: 39.54% [494700/1251000] [395.4/1000.0] [batch_t 0.230 (0.231)] [data_t 0.010] [optim_t 0.220] [lr 0.001994] [CE 4.290 (4.427)] [KD 4.016 (4.091)] 2024-10-13 07:21:16,879 - Train: 39.55% [494750/1251000] [395.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.001994] [CE 4.641 (4.425)] [KD 4.074 (4.157)] 2024-10-13 07:21:28,961 - Train: 39.55% [494800/1251000] [395.5/1000.0] [batch_t 0.404 (0.241)] [data_t 0.009] [optim_t 0.395] [lr 0.001994] [CE 4.122 (4.367)] [KD 3.866 (4.168)] 2024-10-13 07:21:40,731 - Train: 39.56% [494850/1251000] [395.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.001994] [CE 4.646 (4.519)] [KD 4.352 (4.330)] 2024-10-13 07:21:52,853 - Train: 39.56% [494900/1251000] [395.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.010] [optim_t 0.228] [lr 0.001993] [CE 4.487 (4.477)] [KD 3.995 (4.182)] 2024-10-13 07:22:04,643 - Train: 39.56% [494950/1251000] [395.6/1000.0] [batch_t 0.223 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.001993] [CE 4.318 (4.445)] [KD 4.065 (4.217)] 2024-10-13 07:22:16,897 - Train: 39.57% [495000/1251000] [395.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001993] [CE 4.397 (4.413)] [KD 4.067 (4.206)] 2024-10-13 07:22:28,578 - Train: 39.57% [495050/1251000] [395.7/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.001993] [CE 4.846 (4.421)] [KD 4.169 (4.183)] 2024-10-13 07:22:40,872 - Train: 39.58% [495100/1251000] [395.8/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.001993] [CE 4.363 (4.380)] [KD 4.107 (4.165)] 2024-10-13 07:22:52,493 - Train: 39.58% [495150/1251000] [395.8/1000.0] [batch_t 0.236 (0.232)] [data_t 0.010] [optim_t 0.226] [lr 0.001992] [CE 4.059 (4.342)] [KD 4.012 (4.148)] 2024-10-13 07:23:04,227 - Train: 39.58% [495200/1251000] [395.8/1000.0] [batch_t 0.235 (0.234)] [data_t 0.011] [optim_t 0.224] [lr 0.001992] [CE 4.389 (4.397)] [KD 4.116 (4.202)] 2024-10-13 07:23:16,653 - Train: 39.59% [495250/1251000] [395.9/1000.0] [batch_t 0.246 (0.248)] [data_t 0.007] [optim_t 0.239] [lr 0.001992] [CE 4.683 (4.422)] [KD 4.405 (4.227)] 2024-10-13 07:23:28,929 - Train: 39.59% [495300/1251000] [395.9/1000.0] [batch_t 0.224 (0.245)] [data_t 0.010] [optim_t 0.214] [lr 0.001992] [CE 4.280 (4.461)] [KD 4.092 (4.226)] 2024-10-13 07:23:40,852 - Train: 39.60% [495350/1251000] [396.0/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001992] [CE 4.138 (4.324)] [KD 4.338 (4.182)] 2024-10-13 07:24:01,047 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.170)] [top1_cnt 36167] [top5_cnt 45572] [top_all 50000] 2024-10-13 07:24:01,047 - net: 72.334 (91.144) 2024-10-13 07:24:09,990 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 38547] [top5_cnt 46714] [top_all 50000] 2024-10-13 07:24:09,990 - net_E: 77.094 (93.428) 2024-10-13 07:24:10,210 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.138 (epoch: 394)] 2024-10-13 07:24:10,210 - ==> Total time: 1 day, 10:46:03 Eta: 2 days, 5:01:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:24:15,213 - Train: 39.60% [495400/1251000] [396.0/1000.0] [batch_t 0.230 (0.398)] [data_t 0.007] [optim_t 0.223] [lr 0.001992] [CE 4.521 (4.328)] [KD 4.210 (4.182)] 2024-10-13 07:24:27,411 - Train: 39.60% [495450/1251000] [396.0/1000.0] [batch_t 0.248 (0.244)] [data_t 0.007] [optim_t 0.241] [lr 0.001991] [CE 4.064 (4.420)] [KD 4.041 (4.114)] 2024-10-13 07:24:39,766 - Train: 39.61% [495500/1251000] [396.1/1000.0] [batch_t 0.242 (0.247)] [data_t 0.007] [optim_t 0.235] [lr 0.001991] [CE 4.462 (4.452)] [KD 4.191 (4.148)] 2024-10-13 07:24:51,539 - Train: 39.61% [495550/1251000] [396.1/1000.0] [batch_t 0.243 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.001991] [CE 3.803 (4.410)] [KD 3.752 (4.151)] 2024-10-13 07:25:03,297 - Train: 39.62% [495600/1251000] [396.2/1000.0] [batch_t 0.248 (0.235)] [data_t 0.008] [optim_t 0.240] [lr 0.001991] [CE 4.325 (4.376)] [KD 4.095 (4.189)] 2024-10-13 07:25:15,298 - Train: 39.62% [495650/1251000] [396.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.001991] [CE 4.244 (4.403)] [KD 3.883 (4.145)] 2024-10-13 07:25:27,478 - Train: 39.62% [495700/1251000] [396.2/1000.0] [batch_t 0.228 (0.243)] [data_t 0.010] [optim_t 0.218] [lr 0.001991] [CE 4.203 (4.299)] [KD 3.783 (4.049)] 2024-10-13 07:25:39,138 - Train: 39.63% [495750/1251000] [396.3/1000.0] [batch_t 0.247 (0.233)] [data_t 0.007] [optim_t 0.240] [lr 0.001990] [CE 4.639 (4.463)] [KD 4.338 (4.200)] 2024-10-13 07:25:51,427 - Train: 39.63% [495800/1251000] [396.3/1000.0] [batch_t 0.228 (0.246)] [data_t 0.008] [optim_t 0.221] [lr 0.001990] [CE 4.072 (4.436)] [KD 3.926 (4.207)] 2024-10-13 07:26:03,395 - Train: 39.64% [495850/1251000] [396.4/1000.0] [batch_t 0.243 (0.239)] [data_t 0.007] [optim_t 0.236] [lr 0.001990] [CE 4.050 (4.392)] [KD 3.964 (4.136)] 2024-10-13 07:26:15,530 - Train: 39.64% [495900/1251000] [396.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.006] [optim_t 0.230] [lr 0.001990] [CE 4.034 (4.428)] [KD 3.862 (4.127)] 2024-10-13 07:26:27,427 - Train: 39.64% [495950/1251000] [396.4/1000.0] [batch_t 0.242 (0.238)] [data_t 0.010] [optim_t 0.232] [lr 0.001990] [CE 4.352 (4.464)] [KD 3.969 (4.208)] 2024-10-13 07:26:39,606 - Train: 39.65% [496000/1251000] [396.5/1000.0] [batch_t 0.223 (0.243)] [data_t 0.009] [optim_t 0.214] [lr 0.001989] [CE 3.715 (4.396)] [KD 4.025 (4.175)] 2024-10-13 07:26:51,458 - Train: 39.65% [496050/1251000] [396.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001989] [CE 4.153 (4.444)] [KD 3.875 (4.223)] 2024-10-13 07:27:03,971 - Train: 39.66% [496100/1251000] [396.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.010] [optim_t 0.225] [lr 0.001989] [CE 4.564 (4.401)] [KD 4.258 (4.202)] 2024-10-13 07:27:16,345 - Train: 39.66% [496150/1251000] [396.6/1000.0] [batch_t 0.225 (0.247)] [data_t 0.009] [optim_t 0.216] [lr 0.001989] [CE 4.534 (4.477)] [KD 4.344 (4.264)] 2024-10-13 07:27:28,499 - Train: 39.66% [496200/1251000] [396.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.001989] [CE 4.245 (4.393)] [KD 4.085 (4.194)] 2024-10-13 07:27:40,397 - Train: 39.67% [496250/1251000] [396.7/1000.0] [batch_t 0.249 (0.238)] [data_t 0.009] [optim_t 0.240] [lr 0.001989] [CE 4.472 (4.412)] [KD 4.026 (4.209)] 2024-10-13 07:27:53,030 - Train: 39.67% [496300/1251000] [396.7/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001988] [CE 4.690 (4.380)] [KD 4.004 (4.148)] 2024-10-13 07:28:04,899 - Train: 39.68% [496350/1251000] [396.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.006] [optim_t 0.226] [lr 0.001988] [CE 4.561 (4.498)] [KD 3.970 (4.238)] 2024-10-13 07:28:16,672 - Train: 39.68% [496400/1251000] [396.8/1000.0] [batch_t 0.251 (0.235)] [data_t 0.007] [optim_t 0.244] [lr 0.001988] [CE 3.779 (4.435)] [KD 3.940 (4.141)] 2024-10-13 07:28:29,292 - Train: 39.68% [496450/1251000] [396.8/1000.0] [batch_t 0.225 (0.252)] [data_t 0.009] [optim_t 0.216] [lr 0.001988] [CE 4.116 (4.383)] [KD 4.101 (4.182)] 2024-10-13 07:28:41,489 - Train: 39.69% [496500/1251000] [396.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.001988] [CE 4.778 (4.434)] [KD 4.257 (4.212)] 2024-10-13 07:28:53,264 - Train: 39.69% [496550/1251000] [396.9/1000.0] [batch_t 0.237 (0.235)] [data_t 0.007] [optim_t 0.230] [lr 0.001988] [CE 4.592 (4.418)] [KD 4.499 (4.215)] 2024-10-13 07:29:05,619 - Train: 39.70% [496600/1251000] [397.0/1000.0] [batch_t 0.231 (0.247)] [data_t 0.010] [optim_t 0.221] [lr 0.001987] [CE 4.523 (4.427)] [KD 3.949 (4.147)] 2024-10-13 07:29:25,277 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 36119] [top5_cnt 45665] [top_all 50000] 2024-10-13 07:29:25,278 - net: 72.238 (91.330) 2024-10-13 07:29:34,622 - Test (net_E): 100.00% [50/50] [batch_t 0.064 (0.171)] [top1_cnt 38554] [top5_cnt 46705] [top_all 50000] 2024-10-13 07:29:34,623 - net_E: 77.108 (93.410) 2024-10-13 07:29:34,810 - Max [top1: 72.630 (epoch: 387)] [top1-ema: 77.138 (epoch: 394)] 2024-10-13 07:29:34,810 - ==> Total time: 1 day, 10:51:27 Eta: 2 days, 4:56:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:29:39,494 - Train: 39.70% [496650/1251000] [397.0/1000.0] [batch_t 0.238 (0.522)] [data_t 0.007] [optim_t 0.231] [lr 0.001987] [CE 4.510 (4.519)] [KD 4.150 (4.182)] 2024-10-13 07:29:51,804 - Train: 39.70% [496700/1251000] [397.0/1000.0] [batch_t 0.244 (0.246)] [data_t 0.007] [optim_t 0.237] [lr 0.001987] [CE 4.087 (4.412)] [KD 3.981 (4.164)] 2024-10-13 07:30:04,169 - Train: 39.71% [496750/1251000] [397.1/1000.0] [batch_t 0.218 (0.247)] [data_t 0.007] [optim_t 0.211] [lr 0.001987] [CE 4.191 (4.403)] [KD 4.043 (4.131)] 2024-10-13 07:30:16,483 - Train: 39.71% [496800/1251000] [397.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.008] [optim_t 0.232] [lr 0.001987] [CE 4.613 (4.394)] [KD 4.309 (4.170)] 2024-10-13 07:30:28,322 - Train: 39.72% [496850/1251000] [397.2/1000.0] [batch_t 0.227 (0.237)] [data_t 0.007] [optim_t 0.220] [lr 0.001986] [CE 4.165 (4.396)] [KD 3.933 (4.177)] 2024-10-13 07:30:40,524 - Train: 39.72% [496900/1251000] [397.2/1000.0] [batch_t 0.242 (0.244)] [data_t 0.010] [optim_t 0.231] [lr 0.001986] [CE 3.865 (4.444)] [KD 4.015 (4.196)] 2024-10-13 07:30:52,595 - Train: 39.72% [496950/1251000] [397.2/1000.0] [batch_t 0.249 (0.241)] [data_t 0.007] [optim_t 0.242] [lr 0.001986] [CE 4.326 (4.345)] [KD 4.418 (4.118)] 2024-10-13 07:31:04,895 - Train: 39.73% [497000/1251000] [397.3/1000.0] [batch_t 0.222 (0.246)] [data_t 0.007] [optim_t 0.215] [lr 0.001986] [CE 4.623 (4.384)] [KD 4.260 (4.185)] 2024-10-13 07:31:17,081 - Train: 39.73% [497050/1251000] [397.3/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.001986] [CE 4.475 (4.444)] [KD 4.365 (4.208)] 2024-10-13 07:31:29,063 - Train: 39.74% [497100/1251000] [397.4/1000.0] [batch_t 0.257 (0.239)] [data_t 0.007] [optim_t 0.250] [lr 0.001986] [CE 4.359 (4.412)] [KD 4.114 (4.139)] 2024-10-13 07:31:41,061 - Train: 39.74% [497150/1251000] [397.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001985] [CE 4.624 (4.417)] [KD 4.150 (4.171)] 2024-10-13 07:31:53,454 - Train: 39.74% [497200/1251000] [397.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.008] [optim_t 0.227] [lr 0.001985] [CE 4.718 (4.409)] [KD 4.119 (4.131)] 2024-10-13 07:32:05,271 - Train: 39.75% [497250/1251000] [397.5/1000.0] [batch_t 0.229 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.001985] [CE 4.081 (4.413)] [KD 3.884 (4.177)] 2024-10-13 07:32:17,392 - Train: 39.75% [497300/1251000] [397.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001985] [CE 4.206 (4.372)] [KD 4.118 (4.165)] 2024-10-13 07:32:29,473 - Train: 39.76% [497350/1251000] [397.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.010] [optim_t 0.231] [lr 0.001985] [CE 3.901 (4.430)] [KD 3.964 (4.212)] 2024-10-13 07:32:41,774 - Train: 39.76% [497400/1251000] [397.6/1000.0] [batch_t 0.221 (0.246)] [data_t 0.010] [optim_t 0.211] [lr 0.001985] [CE 4.764 (4.404)] [KD 4.107 (4.247)] 2024-10-13 07:32:53,274 - Train: 39.76% [497450/1251000] [397.6/1000.0] [batch_t 0.239 (0.230)] [data_t 0.010] [optim_t 0.229] [lr 0.001984] [CE 4.395 (4.346)] [KD 4.139 (4.145)] 2024-10-13 07:33:05,419 - Train: 39.77% [497500/1251000] [397.7/1000.0] [batch_t 0.225 (0.243)] [data_t 0.007] [optim_t 0.217] [lr 0.001984] [CE 4.375 (4.314)] [KD 3.768 (4.113)] 2024-10-13 07:33:17,465 - Train: 39.77% [497550/1251000] [397.7/1000.0] [batch_t 0.228 (0.241)] [data_t 0.007] [optim_t 0.221] [lr 0.001984] [CE 4.401 (4.380)] [KD 3.997 (4.126)] 2024-10-13 07:33:29,890 - Train: 39.78% [497600/1251000] [397.8/1000.0] [batch_t 0.229 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.001984] [CE 4.581 (4.353)] [KD 4.153 (4.132)] 2024-10-13 07:33:41,463 - Train: 39.78% [497650/1251000] [397.8/1000.0] [batch_t 0.238 (0.231)] [data_t 0.008] [optim_t 0.230] [lr 0.001984] [CE 4.455 (4.423)] [KD 4.339 (4.234)] 2024-10-13 07:33:53,719 - Train: 39.78% [497700/1251000] [397.8/1000.0] [batch_t 0.217 (0.245)] [data_t 0.007] [optim_t 0.210] [lr 0.001983] [CE 4.498 (4.346)] [KD 4.107 (4.213)] 2024-10-13 07:34:05,855 - Train: 39.79% [497750/1251000] [397.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.007] [optim_t 0.224] [lr 0.001983] [CE 4.486 (4.374)] [KD 4.582 (4.256)] 2024-10-13 07:34:18,026 - Train: 39.79% [497800/1251000] [397.9/1000.0] [batch_t 0.245 (0.243)] [data_t 0.007] [optim_t 0.238] [lr 0.001983] [CE 4.339 (4.475)] [KD 4.055 (4.282)] 2024-10-13 07:34:30,102 - Train: 39.80% [497850/1251000] [398.0/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.222] [lr 0.001983] [CE 4.598 (4.409)] [KD 4.158 (4.242)] 2024-10-13 07:34:50,767 - Test (net): 100.00% [50/50] [batch_t 0.056 (0.168)] [top1_cnt 36384] [top5_cnt 45673] [top_all 50000] 2024-10-13 07:34:50,768 - net: 72.768 (91.346) 2024-10-13 07:35:00,322 - Test (net_E): 100.00% [50/50] [batch_t 0.081 (0.176)] [top1_cnt 38568] [top5_cnt 46715] [top_all 50000] 2024-10-13 07:35:00,323 - net_E: 77.136 (93.430) 2024-10-13 07:35:00,523 - Max [top1: 72.768 (epoch: 398)] [top1-ema: 77.138 (epoch: 394)] 2024-10-13 07:35:00,524 - ==> Total time: 1 day, 10:56:53 Eta: 2 days, 4:51:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:35:16,046 - Train: 39.80% [497900/1251000] [398.0/1000.0] [batch_t 0.215 (0.568)] [data_t 0.007] [optim_t 0.208] [lr 0.001983] [CE 4.111 (4.344)] [KD 4.097 (4.233)] 2024-10-13 07:35:27,977 - Train: 39.80% [497950/1251000] [398.0/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.001983] [CE 4.320 (4.428)] [KD 4.263 (4.126)] 2024-10-13 07:35:40,342 - Train: 39.81% [498000/1251000] [398.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.001982] [CE 4.324 (4.410)] [KD 3.908 (4.107)] 2024-10-13 07:35:51,915 - Train: 39.81% [498050/1251000] [398.1/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.211] [lr 0.001982] [CE 4.414 (4.401)] [KD 4.114 (4.114)] 2024-10-13 07:36:03,868 - Train: 39.82% [498100/1251000] [398.2/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.001982] [CE 4.987 (4.416)] [KD 4.387 (4.095)] 2024-10-13 07:36:15,958 - Train: 39.82% [498150/1251000] [398.2/1000.0] [batch_t 0.231 (0.242)] [data_t 0.010] [optim_t 0.221] [lr 0.001982] [CE 5.037 (4.417)] [KD 4.390 (4.192)] 2024-10-13 07:36:27,887 - Train: 39.82% [498200/1251000] [398.2/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.001982] [CE 4.879 (4.454)] [KD 4.500 (4.180)] 2024-10-13 07:36:39,822 - Train: 39.83% [498250/1251000] [398.3/1000.0] [batch_t 0.259 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.001982] [CE 4.138 (4.353)] [KD 4.004 (4.175)] 2024-10-13 07:36:52,037 - Train: 39.83% [498300/1251000] [398.3/1000.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.001981] [CE 4.217 (4.456)] [KD 4.293 (4.270)] 2024-10-13 07:37:03,535 - Train: 39.84% [498350/1251000] [398.4/1000.0] [batch_t 0.232 (0.230)] [data_t 0.010] [optim_t 0.222] [lr 0.001981] [CE 4.329 (4.448)] [KD 4.239 (4.260)] 2024-10-13 07:37:15,703 - Train: 39.84% [498400/1251000] [398.4/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.001981] [CE 4.410 (4.408)] [KD 4.146 (4.187)] 2024-10-13 07:37:28,004 - Train: 39.84% [498450/1251000] [398.4/1000.0] [batch_t 0.259 (0.246)] [data_t 0.008] [optim_t 0.251] [lr 0.001981] [CE 4.302 (4.448)] [KD 4.005 (4.194)] 2024-10-13 07:37:39,654 - Train: 39.85% [498500/1251000] [398.5/1000.0] [batch_t 0.235 (0.233)] [data_t 0.010] [optim_t 0.225] [lr 0.001981] [CE 4.430 (4.317)] [KD 4.213 (4.162)] 2024-10-13 07:37:51,407 - Train: 39.85% [498550/1251000] [398.5/1000.0] [batch_t 0.228 (0.235)] [data_t 0.010] [optim_t 0.218] [lr 0.001980] [CE 4.706 (4.419)] [KD 4.264 (4.203)] 2024-10-13 07:38:03,956 - Train: 39.86% [498600/1251000] [398.6/1000.0] [batch_t 0.230 (0.251)] [data_t 0.007] [optim_t 0.223] [lr 0.001980] [CE 4.549 (4.481)] [KD 4.123 (4.161)] 2024-10-13 07:38:15,634 - Train: 39.86% [498650/1251000] [398.6/1000.0] [batch_t 0.255 (0.233)] [data_t 0.009] [optim_t 0.246] [lr 0.001980] [CE 4.376 (4.388)] [KD 4.037 (4.107)] 2024-10-13 07:38:27,713 - Train: 39.86% [498700/1251000] [398.6/1000.0] [batch_t 0.217 (0.241)] [data_t 0.008] [optim_t 0.210] [lr 0.001980] [CE 4.261 (4.425)] [KD 3.952 (4.129)] 2024-10-13 07:38:40,067 - Train: 39.87% [498750/1251000] [398.7/1000.0] [batch_t 0.230 (0.247)] [data_t 0.010] [optim_t 0.220] [lr 0.001980] [CE 4.419 (4.429)] [KD 4.281 (4.223)] 2024-10-13 07:38:52,305 - Train: 39.87% [498800/1251000] [398.7/1000.0] [batch_t 0.249 (0.245)] [data_t 0.009] [optim_t 0.239] [lr 0.001980] [CE 4.112 (4.402)] [KD 4.197 (4.181)] 2024-10-13 07:39:03,886 - Train: 39.88% [498850/1251000] [398.8/1000.0] [batch_t 0.248 (0.231)] [data_t 0.009] [optim_t 0.239] [lr 0.001979] [CE 4.483 (4.316)] [KD 4.363 (4.047)] 2024-10-13 07:39:16,135 - Train: 39.88% [498900/1251000] [398.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.007] [optim_t 0.231] [lr 0.001979] [CE 4.218 (4.346)] [KD 4.105 (4.157)] 2024-10-13 07:39:28,448 - Train: 39.88% [498950/1251000] [398.8/1000.0] [batch_t 0.227 (0.246)] [data_t 0.008] [optim_t 0.218] [lr 0.001979] [CE 4.164 (4.441)] [KD 4.202 (4.136)] 2024-10-13 07:39:40,696 - Train: 39.89% [499000/1251000] [398.9/1000.0] [batch_t 0.220 (0.245)] [data_t 0.007] [optim_t 0.213] [lr 0.001979] [CE 4.607 (4.386)] [KD 4.082 (4.171)] 2024-10-13 07:39:52,566 - Train: 39.89% [499050/1251000] [398.9/1000.0] [batch_t 0.249 (0.237)] [data_t 0.008] [optim_t 0.242] [lr 0.001979] [CE 4.224 (4.471)] [KD 4.235 (4.245)] 2024-10-13 07:40:04,282 - Train: 39.90% [499100/1251000] [399.0/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.001979] [CE 4.568 (4.497)] [KD 4.295 (4.198)] 2024-10-13 07:40:24,251 - Test (net): 100.00% [50/50] [batch_t 0.092 (0.163)] [top1_cnt 36260] [top5_cnt 45544] [top_all 50000] 2024-10-13 07:40:24,251 - net: 72.520 (91.088) 2024-10-13 07:40:32,966 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 38562] [top5_cnt 46730] [top_all 50000] 2024-10-13 07:40:32,967 - net_E: 77.124 (93.460) 2024-10-13 07:40:33,168 - Max [top1: 72.768 (epoch: 398)] [top1-ema: 77.138 (epoch: 394)] 2024-10-13 07:40:33,169 - ==> Total time: 1 day, 11:02:25 Eta: 2 days, 4:46:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:40:37,092 - Train: 39.90% [499150/1251000] [399.0/1000.0] [batch_t 0.849 (0.849)] [data_t 0.614] [optim_t 0.235] [lr 0.001978] [CE 3.825 (3.825)] [KD 4.107 (4.107)] 2024-10-13 07:40:49,397 - Train: 39.90% [499200/1251000] [399.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.001978] [CE 4.688 (4.407)] [KD 4.432 (4.184)] 2024-10-13 07:41:01,820 - Train: 39.91% [499250/1251000] [399.1/1000.0] [batch_t 0.229 (0.248)] [data_t 0.010] [optim_t 0.220] [lr 0.001978] [CE 5.024 (4.393)] [KD 4.339 (4.168)] 2024-10-13 07:41:13,680 - Train: 39.91% [499300/1251000] [399.1/1000.0] [batch_t 0.241 (0.237)] [data_t 0.008] [optim_t 0.233] [lr 0.001978] [CE 4.604 (4.375)] [KD 4.070 (4.138)] 2024-10-13 07:41:25,802 - Train: 39.92% [499350/1251000] [399.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.001978] [CE 4.624 (4.436)] [KD 4.186 (4.157)] 2024-10-13 07:41:38,084 - Train: 39.92% [499400/1251000] [399.2/1000.0] [batch_t 0.248 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.001977] [CE 4.766 (4.389)] [KD 4.558 (4.161)] 2024-10-13 07:41:50,154 - Train: 39.92% [499450/1251000] [399.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001977] [CE 4.931 (4.371)] [KD 4.333 (4.138)] 2024-10-13 07:42:02,181 - Train: 39.93% [499500/1251000] [399.3/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.001977] [CE 4.263 (4.419)] [KD 4.308 (4.151)] 2024-10-13 07:42:14,138 - Train: 39.93% [499550/1251000] [399.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.010] [optim_t 0.222] [lr 0.001977] [CE 4.903 (4.398)] [KD 4.232 (4.176)] 2024-10-13 07:42:26,557 - Train: 39.94% [499600/1251000] [399.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.001977] [CE 4.409 (4.392)] [KD 4.057 (4.154)] 2024-10-13 07:42:38,574 - Train: 39.94% [499650/1251000] [399.4/1000.0] [batch_t 0.231 (0.240)] [data_t 0.010] [optim_t 0.222] [lr 0.001977] [CE 4.905 (4.420)] [KD 4.744 (4.155)] 2024-10-13 07:42:50,254 - Train: 39.94% [499700/1251000] [399.4/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.001976] [CE 4.711 (4.395)] [KD 4.212 (4.155)] 2024-10-13 07:43:01,803 - Train: 39.95% [499750/1251000] [399.5/1000.0] [batch_t 0.253 (0.231)] [data_t 0.010] [optim_t 0.243] [lr 0.001976] [CE 4.148 (4.388)] [KD 3.894 (4.177)] 2024-10-13 07:43:13,959 - Train: 39.95% [499800/1251000] [399.5/1000.0] [batch_t 0.230 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.001976] [CE 4.518 (4.370)] [KD 4.123 (4.089)] 2024-10-13 07:43:25,870 - Train: 39.96% [499850/1251000] [399.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.008] [optim_t 0.231] [lr 0.001976] [CE 4.162 (4.385)] [KD 3.860 (4.146)] 2024-10-13 07:43:37,869 - Train: 39.96% [499900/1251000] [399.6/1000.0] [batch_t 0.219 (0.240)] [data_t 0.008] [optim_t 0.211] [lr 0.001976] [CE 4.604 (4.473)] [KD 4.356 (4.251)] 2024-10-13 07:43:49,770 - Train: 39.96% [499950/1251000] [399.6/1000.0] [batch_t 0.243 (0.238)] [data_t 0.010] [optim_t 0.233] [lr 0.001975] [CE 3.585 (4.422)] [KD 3.692 (4.261)] 2024-10-13 07:44:01,666 - Train: 39.97% [500000/1251000] [399.7/1000.0] [batch_t 0.213 (0.238)] [data_t 0.006] [optim_t 0.207] [lr 0.001975] [CE 4.559 (4.441)] [KD 4.463 (4.197)] 2024-10-13 07:44:13,612 - Train: 39.97% [500050/1251000] [399.7/1000.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.001975] [CE 4.216 (4.443)] [KD 4.152 (4.209)] 2024-10-13 07:44:25,692 - Train: 39.98% [500100/1251000] [399.8/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.001975] [CE 4.259 (4.407)] [KD 4.037 (4.174)] 2024-10-13 07:44:37,365 - Train: 39.98% [500150/1251000] [399.8/1000.0] [batch_t 0.227 (0.233)] [data_t 0.009] [optim_t 0.218] [lr 0.001975] [CE 4.560 (4.461)] [KD 4.239 (4.219)] 2024-10-13 07:44:49,873 - Train: 39.98% [500200/1251000] [399.8/1000.0] [batch_t 0.235 (0.250)] [data_t 0.010] [optim_t 0.225] [lr 0.001975] [CE 4.567 (4.430)] [KD 4.524 (4.187)] 2024-10-13 07:45:02,574 - Train: 39.99% [500250/1251000] [399.9/1000.0] [batch_t 0.236 (0.254)] [data_t 0.010] [optim_t 0.227] [lr 0.001974] [CE 4.756 (4.409)] [KD 4.247 (4.228)] 2024-10-13 07:45:14,321 - Train: 39.99% [500300/1251000] [399.9/1000.0] [batch_t 0.232 (0.235)] [data_t 0.006] [optim_t 0.226] [lr 0.001974] [CE 4.344 (4.361)] [KD 4.024 (4.144)] 2024-10-13 07:45:26,015 - Train: 40.00% [500350/1251000] [400.0/1000.0] [batch_t 0.235 (0.234)] [data_t 0.007] [optim_t 0.227] [lr 0.001974] [CE 4.266 (4.414)] [KD 4.193 (4.202)] 2024-10-13 07:45:38,059 - Train: 40.00% [500400/1251000] [400.0/1000.0] [batch_t 0.219 (0.241)] [data_t 0.008] [optim_t 0.211] [lr 0.001974] [CE 5.069 (4.470)] [KD 4.920 (4.218)] 2024-10-13 07:45:48,095 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.190)] [top1_cnt 36054] [top5_cnt 45459] [top_all 50000] 2024-10-13 07:45:48,095 - net: 72.108 (90.918) 2024-10-13 07:45:57,096 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.162)] [top1_cnt 38592] [top5_cnt 46733] [top_all 50000] 2024-10-13 07:45:57,096 - net_E: 77.184 (93.466) 2024-10-13 07:45:57,349 - Max [top1: 72.768 (epoch: 398)] [top1-ema: 77.184 (epoch: 400)] 2024-10-13 07:45:57,349 - ==> Total time: 1 day, 11:07:50 Eta: 2 days, 4:41:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:46:25,119 - Train: 40.00% [500450/1251000] [400.0/1000.0] [batch_t 0.256 (0.253)] [data_t 0.009] [optim_t 0.246] [lr 0.001974] [CE 4.589 (4.393)] [KD 3.981 (4.138)] 2024-10-13 07:46:37,786 - Train: 40.01% [500500/1251000] [400.1/1000.0] [batch_t 0.222 (0.253)] [data_t 0.007] [optim_t 0.215] [lr 0.001974] [CE 4.372 (4.439)] [KD 4.014 (4.162)] 2024-10-13 07:46:49,645 - Train: 40.01% [500550/1251000] [400.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.007] [optim_t 0.229] [lr 0.001973] [CE 4.708 (4.378)] [KD 4.163 (4.107)] 2024-10-13 07:47:01,538 - Train: 40.02% [500600/1251000] [400.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.222] [lr 0.001973] [CE 4.265 (4.501)] [KD 4.147 (4.218)] 2024-10-13 07:47:13,465 - Train: 40.02% [500650/1251000] [400.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.001973] [CE 4.245 (4.383)] [KD 3.981 (4.135)] 2024-10-13 07:47:26,089 - Train: 40.02% [500700/1251000] [400.2/1000.0] [batch_t 0.256 (0.252)] [data_t 0.010] [optim_t 0.247] [lr 0.001973] [CE 4.038 (4.349)] [KD 3.980 (4.110)] 2024-10-13 07:47:38,190 - Train: 40.03% [500750/1251000] [400.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.008] [optim_t 0.232] [lr 0.001973] [CE 4.047 (4.488)] [KD 3.928 (4.262)] 2024-10-13 07:47:50,119 - Train: 40.03% [500800/1251000] [400.3/1000.0] [batch_t 0.243 (0.238)] [data_t 0.008] [optim_t 0.235] [lr 0.001972] [CE 4.633 (4.430)] [KD 4.273 (4.211)] 2024-10-13 07:48:02,089 - Train: 40.04% [500850/1251000] [400.4/1000.0] [batch_t 0.243 (0.239)] [data_t 0.012] [optim_t 0.231] [lr 0.001972] [CE 4.571 (4.411)] [KD 4.359 (4.206)] 2024-10-13 07:48:14,748 - Train: 40.04% [500900/1251000] [400.4/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.001972] [CE 3.908 (4.457)] [KD 4.151 (4.248)] 2024-10-13 07:48:26,723 - Train: 40.04% [500950/1251000] [400.4/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.001972] [CE 4.226 (4.442)] [KD 4.198 (4.244)] 2024-10-13 07:48:38,576 - Train: 40.05% [501000/1251000] [400.5/1000.0] [batch_t 0.246 (0.237)] [data_t 0.010] [optim_t 0.236] [lr 0.001972] [CE 4.254 (4.437)] [KD 4.282 (4.191)] 2024-10-13 07:48:50,484 - Train: 40.05% [501050/1251000] [400.5/1000.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.001972] [CE 4.718 (4.380)] [KD 4.386 (4.163)] 2024-10-13 07:49:03,322 - Train: 40.06% [501100/1251000] [400.6/1000.0] [batch_t 0.231 (0.257)] [data_t 0.007] [optim_t 0.224] [lr 0.001971] [CE 4.925 (4.387)] [KD 4.485 (4.141)] 2024-10-13 07:49:15,172 - Train: 40.06% [501150/1251000] [400.6/1000.0] [batch_t 0.224 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.001971] [CE 4.102 (4.368)] [KD 3.889 (4.173)] 2024-10-13 07:49:26,968 - Train: 40.06% [501200/1251000] [400.6/1000.0] [batch_t 0.233 (0.236)] [data_t 0.010] [optim_t 0.223] [lr 0.001971] [CE 4.519 (4.413)] [KD 4.319 (4.169)] 2024-10-13 07:49:38,721 - Train: 40.07% [501250/1251000] [400.7/1000.0] [batch_t 0.229 (0.235)] [data_t 0.011] [optim_t 0.219] [lr 0.001971] [CE 4.355 (4.411)] [KD 4.261 (4.191)] 2024-10-13 07:49:51,596 - Train: 40.07% [501300/1251000] [400.7/1000.0] [batch_t 0.227 (0.257)] [data_t 0.010] [optim_t 0.217] [lr 0.001971] [CE 4.076 (4.383)] [KD 4.070 (4.152)] 2024-10-13 07:50:03,301 - Train: 40.08% [501350/1251000] [400.8/1000.0] [batch_t 0.244 (0.234)] [data_t 0.010] [optim_t 0.234] [lr 0.001971] [CE 4.647 (4.415)] [KD 4.229 (4.169)] 2024-10-13 07:50:15,466 - Train: 40.08% [501400/1251000] [400.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.001970] [CE 5.069 (4.371)] [KD 4.409 (4.135)] 2024-10-13 07:50:27,990 - Train: 40.08% [501450/1251000] [400.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.008] [optim_t 0.229] [lr 0.001970] [CE 4.410 (4.401)] [KD 3.813 (4.144)] 2024-10-13 07:50:41,045 - Train: 40.09% [501500/1251000] [400.9/1000.0] [batch_t 0.427 (0.261)] [data_t 0.008] [optim_t 0.419] [lr 0.001970] [CE 4.764 (4.450)] [KD 4.392 (4.221)] 2024-10-13 07:50:52,956 - Train: 40.09% [501550/1251000] [400.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.001970] [CE 4.604 (4.457)] [KD 4.414 (4.160)] 2024-10-13 07:51:05,201 - Train: 40.10% [501600/1251000] [401.0/1000.0] [batch_t 0.232 (0.245)] [data_t 0.007] [optim_t 0.226] [lr 0.001970] [CE 4.328 (4.457)] [KD 4.319 (4.219)] 2024-10-13 07:51:17,044 - Train: 40.10% [501650/1251000] [401.0/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.213] [lr 0.001969] [CE 4.467 (4.429)] [KD 4.204 (4.207)] 2024-10-13 07:51:26,099 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 36236] [top5_cnt 45666] [top_all 50000] 2024-10-13 07:51:26,100 - net: 72.472 (91.332) 2024-10-13 07:51:34,460 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.152)] [top1_cnt 38555] [top5_cnt 46728] [top_all 50000] 2024-10-13 07:51:34,461 - net_E: 77.110 (93.456) 2024-10-13 07:51:34,652 - Max [top1: 72.768 (epoch: 398)] [top1-ema: 77.184 (epoch: 400)] 2024-10-13 07:51:34,653 - ==> Total time: 1 day, 11:13:27 Eta: 2 days, 4:37:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:51:50,504 - Train: 40.10% [501700/1251000] [401.0/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.231] [lr 0.001969] [CE 4.504 (4.423)] [KD 4.305 (4.111)] 2024-10-13 07:52:02,953 - Train: 40.11% [501750/1251000] [401.1/1000.0] [batch_t 0.251 (0.249)] [data_t 0.009] [optim_t 0.242] [lr 0.001969] [CE 4.164 (4.428)] [KD 4.216 (4.203)] 2024-10-13 07:52:14,688 - Train: 40.11% [501800/1251000] [401.1/1000.0] [batch_t 0.252 (0.235)] [data_t 0.007] [optim_t 0.246] [lr 0.001969] [CE 4.277 (4.419)] [KD 4.259 (4.163)] 2024-10-13 07:52:26,912 - Train: 40.12% [501850/1251000] [401.2/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.001969] [CE 4.289 (4.373)] [KD 4.109 (4.124)] 2024-10-13 07:52:39,064 - Train: 40.12% [501900/1251000] [401.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001969] [CE 4.200 (4.394)] [KD 4.017 (4.164)] 2024-10-13 07:52:50,920 - Train: 40.12% [501950/1251000] [401.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.001968] [CE 4.021 (4.364)] [KD 4.031 (4.125)] 2024-10-13 07:53:03,098 - Train: 40.13% [502000/1251000] [401.3/1000.0] [batch_t 0.241 (0.243)] [data_t 0.010] [optim_t 0.231] [lr 0.001968] [CE 4.777 (4.384)] [KD 4.424 (4.160)] 2024-10-13 07:53:15,507 - Train: 40.13% [502050/1251000] [401.3/1000.0] [batch_t 0.230 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.001968] [CE 4.485 (4.348)] [KD 4.125 (4.200)] 2024-10-13 07:53:27,288 - Train: 40.14% [502100/1251000] [401.4/1000.0] [batch_t 0.249 (0.235)] [data_t 0.008] [optim_t 0.241] [lr 0.001968] [CE 4.510 (4.454)] [KD 4.226 (4.222)] 2024-10-13 07:53:39,303 - Train: 40.14% [502150/1251000] [401.4/1000.0] [batch_t 0.217 (0.240)] [data_t 0.008] [optim_t 0.209] [lr 0.001968] [CE 4.595 (4.318)] [KD 4.277 (4.105)] 2024-10-13 07:53:51,307 - Train: 40.14% [502200/1251000] [401.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.006] [optim_t 0.228] [lr 0.001968] [CE 4.066 (4.390)] [KD 3.984 (4.143)] 2024-10-13 07:54:03,324 - Train: 40.15% [502250/1251000] [401.5/1000.0] [batch_t 0.220 (0.240)] [data_t 0.010] [optim_t 0.210] [lr 0.001967] [CE 4.183 (4.462)] [KD 3.987 (4.215)] 2024-10-13 07:54:15,428 - Train: 40.15% [502300/1251000] [401.5/1000.0] [batch_t 0.220 (0.242)] [data_t 0.008] [optim_t 0.212] [lr 0.001967] [CE 3.789 (4.394)] [KD 3.723 (4.099)] 2024-10-13 07:54:27,403 - Train: 40.16% [502350/1251000] [401.6/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.001967] [CE 4.146 (4.464)] [KD 3.867 (4.195)] 2024-10-13 07:54:39,286 - Train: 40.16% [502400/1251000] [401.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001967] [CE 4.255 (4.432)] [KD 4.040 (4.188)] 2024-10-13 07:54:51,229 - Train: 40.16% [502450/1251000] [401.6/1000.0] [batch_t 0.220 (0.239)] [data_t 0.006] [optim_t 0.214] [lr 0.001967] [CE 4.412 (4.349)] [KD 3.889 (4.112)] 2024-10-13 07:55:03,350 - Train: 40.17% [502500/1251000] [401.7/1000.0] [batch_t 0.229 (0.242)] [data_t 0.010] [optim_t 0.220] [lr 0.001966] [CE 4.802 (4.431)] [KD 4.305 (4.150)] 2024-10-13 07:55:15,215 - Train: 40.17% [502550/1251000] [401.7/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.001966] [CE 4.567 (4.415)] [KD 4.231 (4.167)] 2024-10-13 07:55:27,249 - Train: 40.18% [502600/1251000] [401.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.228] [lr 0.001966] [CE 5.095 (4.404)] [KD 4.324 (4.156)] 2024-10-13 07:55:39,595 - Train: 40.18% [502650/1251000] [401.8/1000.0] [batch_t 0.231 (0.247)] [data_t 0.010] [optim_t 0.221] [lr 0.001966] [CE 4.225 (4.459)] [KD 4.292 (4.197)] 2024-10-13 07:55:51,840 - Train: 40.18% [502700/1251000] [401.8/1000.0] [batch_t 0.223 (0.245)] [data_t 0.008] [optim_t 0.215] [lr 0.001966] [CE 4.184 (4.441)] [KD 3.893 (4.196)] 2024-10-13 07:56:03,660 - Train: 40.19% [502750/1251000] [401.9/1000.0] [batch_t 0.223 (0.236)] [data_t 0.008] [optim_t 0.215] [lr 0.001966] [CE 4.021 (4.419)] [KD 3.797 (4.173)] 2024-10-13 07:56:15,924 - Train: 40.19% [502800/1251000] [401.9/1000.0] [batch_t 0.245 (0.245)] [data_t 0.006] [optim_t 0.238] [lr 0.001965] [CE 4.135 (4.471)] [KD 3.903 (4.233)] 2024-10-13 07:56:28,409 - Train: 40.20% [502850/1251000] [402.0/1000.0] [batch_t 0.598 (0.250)] [data_t 0.008] [optim_t 0.590] [lr 0.001965] [CE 4.473 (4.421)] [KD 4.412 (4.207)] 2024-10-13 07:56:40,369 - Train: 40.20% [502900/1251000] [402.0/1000.0] [batch_t 0.214 (0.239)] [data_t 0.007] [optim_t 0.207] [lr 0.001965] [CE 4.115 (4.372)] [KD 3.921 (4.216)] 2024-10-13 07:56:50,487 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.183)] [top1_cnt 36395] [top5_cnt 45631] [top_all 50000] 2024-10-13 07:56:50,488 - net: 72.790 (91.262) 2024-10-13 07:57:00,561 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.185)] [top1_cnt 38577] [top5_cnt 46724] [top_all 50000] 2024-10-13 07:57:00,561 - net_E: 77.154 (93.448) 2024-10-13 07:57:00,804 - Max [top1: 72.790 (epoch: 402)] [top1-ema: 77.184 (epoch: 400)] 2024-10-13 07:57:00,805 - ==> Total time: 1 day, 11:18:53 Eta: 2 days, 4:31:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 07:57:27,644 - Train: 40.20% [502950/1251000] [402.0/1000.0] [batch_t 0.224 (0.252)] [data_t 0.010] [optim_t 0.214] [lr 0.001965] [CE 4.742 (4.339)] [KD 4.359 (4.088)] 2024-10-13 07:57:39,854 - Train: 40.21% [503000/1251000] [402.1/1000.0] [batch_t 0.239 (0.244)] [data_t 0.007] [optim_t 0.232] [lr 0.001965] [CE 4.260 (4.412)] [KD 4.130 (4.092)] 2024-10-13 07:57:51,905 - Train: 40.21% [503050/1251000] [402.1/1000.0] [batch_t 0.216 (0.241)] [data_t 0.008] [optim_t 0.207] [lr 0.001964] [CE 4.953 (4.429)] [KD 4.289 (4.127)] 2024-10-13 07:58:04,184 - Train: 40.22% [503100/1251000] [402.2/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.001964] [CE 4.615 (4.400)] [KD 4.485 (4.178)] 2024-10-13 07:58:16,497 - Train: 40.22% [503150/1251000] [402.2/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.224] [lr 0.001964] [CE 4.571 (4.416)] [KD 4.070 (4.233)] 2024-10-13 07:58:28,565 - Train: 40.22% [503200/1251000] [402.2/1000.0] [batch_t 0.220 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.001964] [CE 4.433 (4.435)] [KD 4.224 (4.128)] 2024-10-13 07:58:40,878 - Train: 40.23% [503250/1251000] [402.3/1000.0] [batch_t 0.219 (0.246)] [data_t 0.009] [optim_t 0.210] [lr 0.001964] [CE 4.276 (4.349)] [KD 3.959 (4.149)] 2024-10-13 07:58:53,006 - Train: 40.23% [503300/1251000] [402.3/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.215] [lr 0.001964] [CE 4.282 (4.385)] [KD 3.987 (4.165)] 2024-10-13 07:59:05,315 - Train: 40.24% [503350/1251000] [402.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.010] [optim_t 0.225] [lr 0.001963] [CE 4.642 (4.366)] [KD 4.181 (4.122)] 2024-10-13 07:59:17,463 - Train: 40.24% [503400/1251000] [402.4/1000.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.001963] [CE 4.726 (4.396)] [KD 4.302 (4.185)] 2024-10-13 07:59:29,970 - Train: 40.24% [503450/1251000] [402.4/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001963] [CE 4.816 (4.381)] [KD 4.424 (4.144)] 2024-10-13 07:59:41,999 - Train: 40.25% [503500/1251000] [402.5/1000.0] [batch_t 0.255 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.001963] [CE 4.458 (4.425)] [KD 4.036 (4.181)] 2024-10-13 07:59:54,044 - Train: 40.25% [503550/1251000] [402.5/1000.0] [batch_t 0.226 (0.241)] [data_t 0.006] [optim_t 0.220] [lr 0.001963] [CE 4.148 (4.433)] [KD 4.010 (4.149)] 2024-10-13 08:00:06,250 - Train: 40.26% [503600/1251000] [402.6/1000.0] [batch_t 0.445 (0.244)] [data_t 0.010] [optim_t 0.435] [lr 0.001963] [CE 4.697 (4.373)] [KD 4.213 (4.205)] 2024-10-13 08:00:18,872 - Train: 40.26% [503650/1251000] [402.6/1000.0] [batch_t 0.533 (0.252)] [data_t 0.007] [optim_t 0.526] [lr 0.001962] [CE 4.452 (4.395)] [KD 4.144 (4.252)] 2024-10-13 08:00:30,986 - Train: 40.26% [503700/1251000] [402.6/1000.0] [batch_t 0.224 (0.242)] [data_t 0.007] [optim_t 0.218] [lr 0.001962] [CE 4.492 (4.445)] [KD 4.339 (4.259)] 2024-10-13 08:00:43,161 - Train: 40.27% [503750/1251000] [402.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.001962] [CE 3.947 (4.372)] [KD 3.838 (4.189)] 2024-10-13 08:00:54,952 - Train: 40.27% [503800/1251000] [402.7/1000.0] [batch_t 0.224 (0.236)] [data_t 0.011] [optim_t 0.214] [lr 0.001962] [CE 4.675 (4.403)] [KD 4.082 (4.114)] 2024-10-13 08:01:06,683 - Train: 40.28% [503850/1251000] [402.8/1000.0] [batch_t 0.227 (0.234)] [data_t 0.007] [optim_t 0.220] [lr 0.001962] [CE 4.433 (4.337)] [KD 4.410 (4.196)] 2024-10-13 08:01:18,790 - Train: 40.28% [503900/1251000] [402.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.001961] [CE 4.294 (4.439)] [KD 4.147 (4.191)] 2024-10-13 08:01:31,171 - Train: 40.28% [503950/1251000] [402.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001961] [CE 4.146 (4.467)] [KD 4.222 (4.290)] 2024-10-13 08:01:43,185 - Train: 40.29% [504000/1251000] [402.9/1000.0] [batch_t 0.242 (0.240)] [data_t 0.006] [optim_t 0.236] [lr 0.001961] [CE 4.213 (4.502)] [KD 3.961 (4.311)] 2024-10-13 08:01:54,983 - Train: 40.29% [504050/1251000] [402.9/1000.0] [batch_t 0.225 (0.236)] [data_t 0.007] [optim_t 0.217] [lr 0.001961] [CE 4.190 (4.399)] [KD 3.879 (4.190)] 2024-10-13 08:02:07,189 - Train: 40.30% [504100/1251000] [403.0/1000.0] [batch_t 0.231 (0.244)] [data_t 0.008] [optim_t 0.223] [lr 0.001961] [CE 3.895 (4.334)] [KD 4.290 (4.159)] 2024-10-13 08:02:19,098 - Train: 40.30% [504150/1251000] [403.0/1000.0] [batch_t 0.216 (0.238)] [data_t 0.009] [optim_t 0.207] [lr 0.001961] [CE 4.745 (4.465)] [KD 4.333 (4.234)] 2024-10-13 08:02:28,188 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 35591] [top5_cnt 45249] [top_all 50000] 2024-10-13 08:02:28,189 - net: 71.182 (90.498) 2024-10-13 08:02:37,124 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.162)] [top1_cnt 38588] [top5_cnt 46724] [top_all 50000] 2024-10-13 08:02:37,124 - net_E: 77.176 (93.448) 2024-10-13 08:02:37,345 - Max [top1: 72.790 (epoch: 402)] [top1-ema: 77.184 (epoch: 400)] 2024-10-13 08:02:37,345 - ==> Total time: 1 day, 11:24:30 Eta: 2 days, 4:27:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:02:52,444 - Train: 40.30% [504200/1251000] [403.0/1000.0] [batch_t 0.213 (0.257)] [data_t 0.010] [optim_t 0.203] [lr 0.001960] [CE 4.243 (4.452)] [KD 4.115 (4.143)] 2024-10-13 08:03:04,588 - Train: 40.31% [504250/1251000] [403.1/1000.0] [batch_t 0.245 (0.243)] [data_t 0.010] [optim_t 0.235] [lr 0.001960] [CE 4.413 (4.432)] [KD 4.040 (4.161)] 2024-10-13 08:03:16,639 - Train: 40.31% [504300/1251000] [403.1/1000.0] [batch_t 0.246 (0.241)] [data_t 0.008] [optim_t 0.238] [lr 0.001960] [CE 4.807 (4.367)] [KD 4.153 (4.094)] 2024-10-13 08:03:28,591 - Train: 40.32% [504350/1251000] [403.2/1000.0] [batch_t 0.412 (0.239)] [data_t 0.007] [optim_t 0.405] [lr 0.001960] [CE 4.620 (4.424)] [KD 4.537 (4.120)] 2024-10-13 08:03:40,262 - Train: 40.32% [504400/1251000] [403.2/1000.0] [batch_t 0.229 (0.233)] [data_t 0.010] [optim_t 0.219] [lr 0.001960] [CE 4.768 (4.415)] [KD 4.186 (4.094)] 2024-10-13 08:03:52,188 - Train: 40.32% [504450/1251000] [403.2/1000.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.001960] [CE 4.277 (4.453)] [KD 3.921 (4.179)] 2024-10-13 08:04:04,537 - Train: 40.33% [504500/1251000] [403.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001959] [CE 4.065 (4.431)] [KD 3.971 (4.137)] 2024-10-13 08:04:17,491 - Train: 40.33% [504550/1251000] [403.3/1000.0] [batch_t 0.223 (0.259)] [data_t 0.006] [optim_t 0.217] [lr 0.001959] [CE 4.803 (4.392)] [KD 4.304 (4.122)] 2024-10-13 08:04:29,536 - Train: 40.34% [504600/1251000] [403.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.225] [lr 0.001959] [CE 4.841 (4.372)] [KD 4.243 (4.187)] 2024-10-13 08:04:41,681 - Train: 40.34% [504650/1251000] [403.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.008] [optim_t 0.232] [lr 0.001959] [CE 4.743 (4.390)] [KD 4.220 (4.151)] 2024-10-13 08:04:54,600 - Train: 40.34% [504700/1251000] [403.4/1000.0] [batch_t 0.229 (0.258)] [data_t 0.009] [optim_t 0.220] [lr 0.001959] [CE 4.248 (4.352)] [KD 4.216 (4.134)] 2024-10-13 08:05:06,433 - Train: 40.35% [504750/1251000] [403.5/1000.0] [batch_t 0.222 (0.237)] [data_t 0.009] [optim_t 0.214] [lr 0.001958] [CE 4.761 (4.413)] [KD 4.154 (4.249)] 2024-10-13 08:05:18,743 - Train: 40.35% [504800/1251000] [403.5/1000.0] [batch_t 0.249 (0.246)] [data_t 0.010] [optim_t 0.239] [lr 0.001958] [CE 4.544 (4.434)] [KD 4.193 (4.212)] 2024-10-13 08:05:32,258 - Train: 40.36% [504850/1251000] [403.6/1000.0] [batch_t 0.224 (0.270)] [data_t 0.010] [optim_t 0.214] [lr 0.001958] [CE 4.401 (4.360)] [KD 3.847 (4.170)] 2024-10-13 08:05:44,732 - Train: 40.36% [504900/1251000] [403.6/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001958] [CE 4.359 (4.457)] [KD 4.039 (4.167)] 2024-10-13 08:05:56,287 - Train: 40.36% [504950/1251000] [403.6/1000.0] [batch_t 0.240 (0.231)] [data_t 0.008] [optim_t 0.232] [lr 0.001958] [CE 4.613 (4.423)] [KD 4.168 (4.187)] 2024-10-13 08:06:08,122 - Train: 40.37% [505000/1251000] [403.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001958] [CE 3.860 (4.357)] [KD 3.898 (4.148)] 2024-10-13 08:06:20,157 - Train: 40.37% [505050/1251000] [403.7/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.221] [lr 0.001957] [CE 4.380 (4.351)] [KD 4.002 (4.148)] 2024-10-13 08:06:32,103 - Train: 40.38% [505100/1251000] [403.8/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.001957] [CE 4.304 (4.402)] [KD 4.063 (4.141)] 2024-10-13 08:06:44,258 - Train: 40.38% [505150/1251000] [403.8/1000.0] [batch_t 0.228 (0.243)] [data_t 0.010] [optim_t 0.218] [lr 0.001957] [CE 4.334 (4.368)] [KD 3.955 (4.169)] 2024-10-13 08:06:56,659 - Train: 40.38% [505200/1251000] [403.8/1000.0] [batch_t 0.227 (0.248)] [data_t 0.010] [optim_t 0.218] [lr 0.001957] [CE 4.442 (4.425)] [KD 4.206 (4.156)] 2024-10-13 08:07:08,766 - Train: 40.39% [505250/1251000] [403.9/1000.0] [batch_t 0.227 (0.242)] [data_t 0.007] [optim_t 0.220] [lr 0.001957] [CE 4.050 (4.411)] [KD 3.942 (4.145)] 2024-10-13 08:07:21,204 - Train: 40.39% [505300/1251000] [403.9/1000.0] [batch_t 0.244 (0.249)] [data_t 0.008] [optim_t 0.236] [lr 0.001956] [CE 3.999 (4.389)] [KD 3.883 (4.120)] 2024-10-13 08:07:33,259 - Train: 40.40% [505350/1251000] [404.0/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001956] [CE 4.212 (4.432)] [KD 4.227 (4.244)] 2024-10-13 08:07:44,866 - Train: 40.40% [505400/1251000] [404.0/1000.0] [batch_t 0.213 (0.232)] [data_t 0.008] [optim_t 0.205] [lr 0.001956] [CE 4.650 (4.403)] [KD 4.106 (4.188)] 2024-10-13 08:07:54,144 - Test (net): 100.00% [50/50] [batch_t 0.118 (0.157)] [top1_cnt 36223] [top5_cnt 45603] [top_all 50000] 2024-10-13 08:07:54,145 - net: 72.446 (91.206) 2024-10-13 08:08:02,761 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.157)] [top1_cnt 38576] [top5_cnt 46717] [top_all 50000] 2024-10-13 08:08:02,761 - net_E: 77.152 (93.434) 2024-10-13 08:08:02,976 - Max [top1: 72.790 (epoch: 402)] [top1-ema: 77.184 (epoch: 400)] 2024-10-13 08:08:02,976 - ==> Total time: 1 day, 11:29:55 Eta: 2 days, 4:22:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:08:21,218 - Train: 40.40% [505450/1251000] [404.0/1000.0] [batch_t 0.235 (0.272)] [data_t 0.009] [optim_t 0.226] [lr 0.001956] [CE 3.985 (4.415)] [KD 3.851 (4.059)] 2024-10-13 08:08:33,363 - Train: 40.41% [505500/1251000] [404.1/1000.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.241] [lr 0.001956] [CE 4.198 (4.360)] [KD 4.130 (4.154)] 2024-10-13 08:08:45,114 - Train: 40.41% [505550/1251000] [404.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.008] [optim_t 0.225] [lr 0.001956] [CE 4.226 (4.387)] [KD 4.062 (4.096)] 2024-10-13 08:08:57,010 - Train: 40.42% [505600/1251000] [404.2/1000.0] [batch_t 0.227 (0.238)] [data_t 0.007] [optim_t 0.220] [lr 0.001955] [CE 3.794 (4.379)] [KD 3.783 (4.157)] 2024-10-13 08:09:09,006 - Train: 40.42% [505650/1251000] [404.2/1000.0] [batch_t 0.226 (0.240)] [data_t 0.006] [optim_t 0.220] [lr 0.001955] [CE 4.337 (4.353)] [KD 3.864 (4.142)] 2024-10-13 08:09:20,936 - Train: 40.42% [505700/1251000] [404.2/1000.0] [batch_t 0.218 (0.238)] [data_t 0.006] [optim_t 0.211] [lr 0.001955] [CE 4.786 (4.400)] [KD 4.413 (4.120)] 2024-10-13 08:09:33,131 - Train: 40.43% [505750/1251000] [404.3/1000.0] [batch_t 0.215 (0.244)] [data_t 0.008] [optim_t 0.207] [lr 0.001955] [CE 4.346 (4.432)] [KD 4.088 (4.145)] 2024-10-13 08:09:44,838 - Train: 40.43% [505800/1251000] [404.3/1000.0] [batch_t 0.240 (0.234)] [data_t 0.008] [optim_t 0.231] [lr 0.001955] [CE 4.677 (4.374)] [KD 4.505 (4.150)] 2024-10-13 08:09:56,864 - Train: 40.44% [505850/1251000] [404.4/1000.0] [batch_t 0.228 (0.240)] [data_t 0.008] [optim_t 0.220] [lr 0.001955] [CE 4.651 (4.382)] [KD 4.305 (4.182)] 2024-10-13 08:10:08,937 - Train: 40.44% [505900/1251000] [404.4/1000.0] [batch_t 0.220 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.001954] [CE 4.407 (4.494)] [KD 4.169 (4.199)] 2024-10-13 08:10:20,779 - Train: 40.44% [505950/1251000] [404.4/1000.0] [batch_t 0.224 (0.237)] [data_t 0.010] [optim_t 0.214] [lr 0.001954] [CE 4.668 (4.388)] [KD 4.324 (4.179)] 2024-10-13 08:10:32,447 - Train: 40.45% [506000/1251000] [404.5/1000.0] [batch_t 0.218 (0.233)] [data_t 0.007] [optim_t 0.211] [lr 0.001954] [CE 3.994 (4.380)] [KD 3.965 (4.160)] 2024-10-13 08:10:44,838 - Train: 40.45% [506050/1251000] [404.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001954] [CE 4.489 (4.407)] [KD 4.291 (4.124)] 2024-10-13 08:10:56,800 - Train: 40.46% [506100/1251000] [404.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.001954] [CE 4.820 (4.454)] [KD 4.145 (4.200)] 2024-10-13 08:11:08,264 - Train: 40.46% [506150/1251000] [404.6/1000.0] [batch_t 0.226 (0.229)] [data_t 0.010] [optim_t 0.216] [lr 0.001953] [CE 4.406 (4.412)] [KD 3.997 (4.139)] 2024-10-13 08:11:20,270 - Train: 40.46% [506200/1251000] [404.6/1000.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.001953] [CE 4.391 (4.358)] [KD 4.134 (4.164)] 2024-10-13 08:11:32,449 - Train: 40.47% [506250/1251000] [404.7/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.219] [lr 0.001953] [CE 4.936 (4.462)] [KD 4.436 (4.203)] 2024-10-13 08:11:44,271 - Train: 40.47% [506300/1251000] [404.7/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.001953] [CE 4.714 (4.476)] [KD 4.435 (4.226)] 2024-10-13 08:11:56,536 - Train: 40.48% [506350/1251000] [404.8/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.001953] [CE 4.400 (4.337)] [KD 4.097 (4.115)] 2024-10-13 08:12:08,184 - Train: 40.48% [506400/1251000] [404.8/1000.0] [batch_t 0.240 (0.233)] [data_t 0.006] [optim_t 0.233] [lr 0.001953] [CE 4.592 (4.444)] [KD 4.279 (4.233)] 2024-10-13 08:12:20,490 - Train: 40.48% [506450/1251000] [404.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.001952] [CE 4.671 (4.447)] [KD 4.338 (4.186)] 2024-10-13 08:12:32,641 - Train: 40.49% [506500/1251000] [404.9/1000.0] [batch_t 0.248 (0.243)] [data_t 0.010] [optim_t 0.238] [lr 0.001952] [CE 4.625 (4.461)] [KD 4.222 (4.177)] 2024-10-13 08:12:44,524 - Train: 40.49% [506550/1251000] [404.9/1000.0] [batch_t 0.230 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.001952] [CE 4.612 (4.429)] [KD 4.381 (4.133)] 2024-10-13 08:12:56,395 - Train: 40.50% [506600/1251000] [405.0/1000.0] [batch_t 0.474 (0.237)] [data_t 0.009] [optim_t 0.465] [lr 0.001952] [CE 4.261 (4.462)] [KD 4.182 (4.215)] 2024-10-13 08:13:08,353 - Train: 40.50% [506650/1251000] [405.0/1000.0] [batch_t 0.209 (0.239)] [data_t 0.007] [optim_t 0.202] [lr 0.001952] [CE 4.549 (4.437)] [KD 4.151 (4.217)] 2024-10-13 08:13:17,467 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.149)] [top1_cnt 35923] [top5_cnt 45459] [top_all 50000] 2024-10-13 08:13:17,468 - net: 71.846 (90.918) 2024-10-13 08:13:26,504 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 38583] [top5_cnt 46719] [top_all 50000] 2024-10-13 08:13:26,505 - net_E: 77.166 (93.438) 2024-10-13 08:13:26,723 - Max [top1: 72.790 (epoch: 402)] [top1-ema: 77.184 (epoch: 400)] 2024-10-13 08:13:26,723 - ==> Total time: 1 day, 11:35:19 Eta: 2 days, 4:17:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:13:49,321 - Train: 40.50% [506700/1251000] [405.0/1000.0] [batch_t 0.221 (0.258)] [data_t 0.009] [optim_t 0.212] [lr 0.001951] [CE 4.686 (4.347)] [KD 3.978 (4.104)] 2024-10-13 08:14:01,135 - Train: 40.51% [506750/1251000] [405.1/1000.0] [batch_t 0.222 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.001951] [CE 4.602 (4.366)] [KD 4.294 (4.107)] 2024-10-13 08:14:12,951 - Train: 40.51% [506800/1251000] [405.1/1000.0] [batch_t 0.245 (0.236)] [data_t 0.008] [optim_t 0.237] [lr 0.001951] [CE 4.100 (4.353)] [KD 4.035 (4.151)] 2024-10-13 08:14:25,188 - Train: 40.52% [506850/1251000] [405.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.007] [optim_t 0.227] [lr 0.001951] [CE 4.930 (4.454)] [KD 4.448 (4.116)] 2024-10-13 08:14:37,248 - Train: 40.52% [506900/1251000] [405.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.007] [optim_t 0.227] [lr 0.001951] [CE 4.609 (4.339)] [KD 4.341 (4.105)] 2024-10-13 08:14:49,106 - Train: 40.52% [506950/1251000] [405.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.006] [optim_t 0.230] [lr 0.001951] [CE 3.943 (4.422)] [KD 3.814 (4.157)] 2024-10-13 08:15:01,234 - Train: 40.53% [507000/1251000] [405.3/1000.0] [batch_t 0.223 (0.242)] [data_t 0.007] [optim_t 0.216] [lr 0.001950] [CE 3.755 (4.406)] [KD 3.894 (4.150)] 2024-10-13 08:15:13,611 - Train: 40.53% [507050/1251000] [405.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.008] [optim_t 0.228] [lr 0.001950] [CE 4.202 (4.416)] [KD 4.097 (4.129)] 2024-10-13 08:15:25,520 - Train: 40.54% [507100/1251000] [405.4/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.217] [lr 0.001950] [CE 4.142 (4.417)] [KD 4.121 (4.197)] 2024-10-13 08:15:37,000 - Train: 40.54% [507150/1251000] [405.4/1000.0] [batch_t 0.228 (0.229)] [data_t 0.008] [optim_t 0.219] [lr 0.001950] [CE 4.277 (4.422)] [KD 4.386 (4.206)] 2024-10-13 08:15:48,962 - Train: 40.54% [507200/1251000] [405.4/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.001950] [CE 4.239 (4.466)] [KD 4.004 (4.263)] 2024-10-13 08:16:01,243 - Train: 40.55% [507250/1251000] [405.5/1000.0] [batch_t 0.223 (0.245)] [data_t 0.009] [optim_t 0.214] [lr 0.001950] [CE 4.364 (4.435)] [KD 4.123 (4.193)] 2024-10-13 08:16:13,071 - Train: 40.55% [507300/1251000] [405.5/1000.0] [batch_t 0.437 (0.236)] [data_t 0.007] [optim_t 0.431] [lr 0.001949] [CE 4.136 (4.344)] [KD 3.929 (4.092)] 2024-10-13 08:16:24,980 - Train: 40.56% [507350/1251000] [405.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.010] [optim_t 0.226] [lr 0.001949] [CE 4.595 (4.370)] [KD 4.243 (4.106)] 2024-10-13 08:16:36,526 - Train: 40.56% [507400/1251000] [405.6/1000.0] [batch_t 0.230 (0.231)] [data_t 0.010] [optim_t 0.220] [lr 0.001949] [CE 4.452 (4.383)] [KD 4.168 (4.119)] 2024-10-13 08:16:48,633 - Train: 40.56% [507450/1251000] [405.6/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.001949] [CE 4.731 (4.431)] [KD 4.366 (4.153)] 2024-10-13 08:17:00,234 - Train: 40.57% [507500/1251000] [405.7/1000.0] [batch_t 0.227 (0.232)] [data_t 0.006] [optim_t 0.221] [lr 0.001949] [CE 4.209 (4.329)] [KD 3.926 (4.162)] 2024-10-13 08:17:12,090 - Train: 40.57% [507550/1251000] [405.7/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.001948] [CE 4.336 (4.413)] [KD 4.097 (4.236)] 2024-10-13 08:17:24,132 - Train: 40.58% [507600/1251000] [405.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.001948] [CE 3.841 (4.366)] [KD 3.999 (4.103)] 2024-10-13 08:17:37,204 - Train: 40.58% [507650/1251000] [405.8/1000.0] [batch_t 0.234 (0.261)] [data_t 0.006] [optim_t 0.227] [lr 0.001948] [CE 4.480 (4.380)] [KD 4.173 (4.114)] 2024-10-13 08:17:49,016 - Train: 40.58% [507700/1251000] [405.8/1000.0] [batch_t 0.243 (0.236)] [data_t 0.008] [optim_t 0.234] [lr 0.001948] [CE 3.952 (4.333)] [KD 4.009 (4.111)] 2024-10-13 08:18:01,223 - Train: 40.59% [507750/1251000] [405.9/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001948] [CE 4.877 (4.421)] [KD 4.403 (4.120)] 2024-10-13 08:18:13,407 - Train: 40.59% [507800/1251000] [405.9/1000.0] [batch_t 0.256 (0.243)] [data_t 0.009] [optim_t 0.247] [lr 0.001948] [CE 4.541 (4.455)] [KD 4.223 (4.177)] 2024-10-13 08:18:26,021 - Train: 40.60% [507850/1251000] [406.0/1000.0] [batch_t 0.226 (0.252)] [data_t 0.009] [optim_t 0.217] [lr 0.001947] [CE 4.583 (4.476)] [KD 4.485 (4.250)] 2024-10-13 08:18:37,635 - Train: 40.60% [507900/1251000] [406.0/1000.0] [batch_t 0.208 (0.232)] [data_t 0.008] [optim_t 0.200] [lr 0.001947] [CE 4.656 (4.393)] [KD 4.192 (4.172)] 2024-10-13 08:18:48,461 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.176)] [top1_cnt 36026] [top5_cnt 45476] [top_all 50000] 2024-10-13 08:18:48,461 - net: 72.052 (90.952) 2024-10-13 08:18:57,347 - Test (net_E): 100.00% [50/50] [batch_t 0.267 (0.161)] [top1_cnt 38613] [top5_cnt 46753] [top_all 50000] 2024-10-13 08:18:57,348 - net_E: 77.226 (93.506) 2024-10-13 08:18:57,575 - Max [top1: 72.790 (epoch: 402)] [top1-ema: 77.226 (epoch: 406)] 2024-10-13 08:18:57,576 - ==> Total time: 1 day, 11:40:50 Eta: 2 days, 4:12:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:19:22,024 - Train: 40.60% [507950/1251000] [406.0/1000.0] [batch_t 0.242 (0.258)] [data_t 0.008] [optim_t 0.234] [lr 0.001947] [CE 4.857 (4.343)] [KD 4.565 (4.089)] 2024-10-13 08:19:34,005 - Train: 40.61% [508000/1251000] [406.1/1000.0] [batch_t 0.221 (0.239)] [data_t 0.011] [optim_t 0.210] [lr 0.001947] [CE 4.341 (4.347)] [KD 4.255 (4.154)] 2024-10-13 08:19:46,401 - Train: 40.61% [508050/1251000] [406.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001947] [CE 4.295 (4.351)] [KD 4.025 (4.103)] 2024-10-13 08:19:58,442 - Train: 40.62% [508100/1251000] [406.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.001947] [CE 5.048 (4.434)] [KD 4.389 (4.149)] 2024-10-13 08:20:10,705 - Train: 40.62% [508150/1251000] [406.2/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.223] [lr 0.001946] [CE 4.506 (4.398)] [KD 4.126 (4.098)] 2024-10-13 08:20:22,833 - Train: 40.62% [508200/1251000] [406.2/1000.0] [batch_t 0.221 (0.242)] [data_t 0.008] [optim_t 0.213] [lr 0.001946] [CE 4.209 (4.441)] [KD 4.050 (4.123)] 2024-10-13 08:20:34,990 - Train: 40.63% [508250/1251000] [406.3/1000.0] [batch_t 0.398 (0.243)] [data_t 0.008] [optim_t 0.390] [lr 0.001946] [CE 4.466 (4.436)] [KD 3.961 (4.168)] 2024-10-13 08:20:46,835 - Train: 40.63% [508300/1251000] [406.3/1000.0] [batch_t 0.226 (0.237)] [data_t 0.006] [optim_t 0.219] [lr 0.001946] [CE 4.820 (4.423)] [KD 4.280 (4.137)] 2024-10-13 08:20:59,412 - Train: 40.64% [508350/1251000] [406.4/1000.0] [batch_t 0.445 (0.251)] [data_t 0.007] [optim_t 0.438] [lr 0.001946] [CE 4.478 (4.422)] [KD 4.201 (4.177)] 2024-10-13 08:21:11,060 - Train: 40.64% [508400/1251000] [406.4/1000.0] [batch_t 0.238 (0.233)] [data_t 0.011] [optim_t 0.227] [lr 0.001945] [CE 4.935 (4.341)] [KD 4.631 (4.145)] 2024-10-13 08:21:23,040 - Train: 40.64% [508450/1251000] [406.4/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.001945] [CE 4.534 (4.350)] [KD 4.000 (4.174)] 2024-10-13 08:21:35,360 - Train: 40.65% [508500/1251000] [406.5/1000.0] [batch_t 0.226 (0.246)] [data_t 0.009] [optim_t 0.217] [lr 0.001945] [CE 4.673 (4.431)] [KD 4.537 (4.203)] 2024-10-13 08:21:47,887 - Train: 40.65% [508550/1251000] [406.5/1000.0] [batch_t 0.451 (0.250)] [data_t 0.009] [optim_t 0.442] [lr 0.001945] [CE 4.258 (4.369)] [KD 4.395 (4.125)] 2024-10-13 08:21:59,833 - Train: 40.66% [508600/1251000] [406.6/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.001945] [CE 4.617 (4.480)] [KD 4.198 (4.225)] 2024-10-13 08:22:12,234 - Train: 40.66% [508650/1251000] [406.6/1000.0] [batch_t 0.232 (0.248)] [data_t 0.010] [optim_t 0.222] [lr 0.001945] [CE 4.193 (4.409)] [KD 3.818 (4.178)] 2024-10-13 08:22:24,461 - Train: 40.66% [508700/1251000] [406.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.011] [optim_t 0.225] [lr 0.001944] [CE 4.454 (4.426)] [KD 3.962 (4.125)] 2024-10-13 08:22:36,683 - Train: 40.67% [508750/1251000] [406.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.001944] [CE 4.489 (4.440)] [KD 4.050 (4.167)] 2024-10-13 08:22:48,972 - Train: 40.67% [508800/1251000] [406.7/1000.0] [batch_t 0.239 (0.246)] [data_t 0.008] [optim_t 0.231] [lr 0.001944] [CE 4.658 (4.416)] [KD 4.165 (4.107)] 2024-10-13 08:23:01,120 - Train: 40.68% [508850/1251000] [406.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.001944] [CE 4.933 (4.351)] [KD 4.282 (4.123)] 2024-10-13 08:23:13,163 - Train: 40.68% [508900/1251000] [406.8/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.001944] [CE 3.931 (4.360)] [KD 3.741 (4.128)] 2024-10-13 08:23:25,919 - Train: 40.68% [508950/1251000] [406.8/1000.0] [batch_t 0.225 (0.255)] [data_t 0.009] [optim_t 0.217] [lr 0.001943] [CE 4.657 (4.476)] [KD 4.460 (4.243)] 2024-10-13 08:23:37,739 - Train: 40.69% [509000/1251000] [406.9/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.001943] [CE 3.982 (4.387)] [KD 4.120 (4.206)] 2024-10-13 08:23:49,910 - Train: 40.69% [509050/1251000] [406.9/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.001943] [CE 4.256 (4.441)] [KD 4.035 (4.209)] 2024-10-13 08:24:02,412 - Train: 40.70% [509100/1251000] [407.0/1000.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.001943] [CE 4.560 (4.435)] [KD 4.069 (4.192)] 2024-10-13 08:24:14,736 - Train: 40.70% [509150/1251000] [407.0/1000.0] [batch_t 0.216 (0.246)] [data_t 0.007] [optim_t 0.209] [lr 0.001943] [CE 3.938 (4.381)] [KD 3.692 (4.204)] 2024-10-13 08:24:25,395 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.172)] [top1_cnt 36275] [top5_cnt 45650] [top_all 50000] 2024-10-13 08:24:25,396 - net: 72.550 (91.300) 2024-10-13 08:24:34,564 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.167)] [top1_cnt 38613] [top5_cnt 46732] [top_all 50000] 2024-10-13 08:24:34,565 - net_E: 77.226 (93.464) 2024-10-13 08:24:34,783 - Max [top1: 72.790 (epoch: 402)] [top1-ema: 77.226 (epoch: 406)] 2024-10-13 08:24:34,784 - ==> Total time: 1 day, 11:46:27 Eta: 2 days, 4:07:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:24:48,731 - Train: 40.70% [509200/1251000] [407.0/1000.0] [batch_t 0.224 (0.249)] [data_t 0.010] [optim_t 0.214] [lr 0.001943] [CE 4.657 (4.384)] [KD 3.905 (4.121)] 2024-10-13 08:25:00,389 - Train: 40.71% [509250/1251000] [407.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.010] [optim_t 0.222] [lr 0.001942] [CE 4.338 (4.391)] [KD 4.040 (4.132)] 2024-10-13 08:25:12,603 - Train: 40.71% [509300/1251000] [407.1/1000.0] [batch_t 0.503 (0.244)] [data_t 0.006] [optim_t 0.496] [lr 0.001942] [CE 4.351 (4.437)] [KD 4.027 (4.138)] 2024-10-13 08:25:24,748 - Train: 40.72% [509350/1251000] [407.2/1000.0] [batch_t 0.224 (0.243)] [data_t 0.007] [optim_t 0.216] [lr 0.001942] [CE 4.016 (4.385)] [KD 3.921 (4.082)] 2024-10-13 08:25:36,588 - Train: 40.72% [509400/1251000] [407.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.006] [optim_t 0.230] [lr 0.001942] [CE 4.432 (4.349)] [KD 4.229 (4.053)] 2024-10-13 08:25:48,721 - Train: 40.72% [509450/1251000] [407.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.006] [optim_t 0.230] [lr 0.001942] [CE 4.147 (4.402)] [KD 4.120 (4.063)] 2024-10-13 08:26:01,014 - Train: 40.73% [509500/1251000] [407.3/1000.0] [batch_t 0.226 (0.246)] [data_t 0.007] [optim_t 0.219] [lr 0.001942] [CE 3.687 (4.357)] [KD 3.940 (4.158)] 2024-10-13 08:26:12,826 - Train: 40.73% [509550/1251000] [407.3/1000.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.001941] [CE 4.110 (4.384)] [KD 4.400 (4.142)] 2024-10-13 08:26:24,709 - Train: 40.74% [509600/1251000] [407.4/1000.0] [batch_t 0.244 (0.237)] [data_t 0.007] [optim_t 0.237] [lr 0.001941] [CE 4.145 (4.453)] [KD 3.989 (4.154)] 2024-10-13 08:26:37,280 - Train: 40.74% [509650/1251000] [407.4/1000.0] [batch_t 0.229 (0.251)] [data_t 0.009] [optim_t 0.220] [lr 0.001941] [CE 4.332 (4.374)] [KD 4.193 (4.091)] 2024-10-13 08:26:49,693 - Train: 40.74% [509700/1251000] [407.4/1000.0] [batch_t 0.225 (0.248)] [data_t 0.008] [optim_t 0.217] [lr 0.001941] [CE 4.630 (4.431)] [KD 4.216 (4.157)] 2024-10-13 08:27:01,748 - Train: 40.75% [509750/1251000] [407.5/1000.0] [batch_t 0.240 (0.241)] [data_t 0.008] [optim_t 0.233] [lr 0.001941] [CE 4.833 (4.376)] [KD 4.440 (4.191)] 2024-10-13 08:27:13,695 - Train: 40.75% [509800/1251000] [407.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001940] [CE 4.257 (4.377)] [KD 3.991 (4.118)] 2024-10-13 08:27:25,428 - Train: 40.76% [509850/1251000] [407.6/1000.0] [batch_t 0.243 (0.234)] [data_t 0.008] [optim_t 0.235] [lr 0.001940] [CE 4.584 (4.282)] [KD 4.132 (4.077)] 2024-10-13 08:27:37,289 - Train: 40.76% [509900/1251000] [407.6/1000.0] [batch_t 0.210 (0.237)] [data_t 0.007] [optim_t 0.204] [lr 0.001940] [CE 4.744 (4.346)] [KD 4.119 (4.089)] 2024-10-13 08:27:49,136 - Train: 40.76% [509950/1251000] [407.6/1000.0] [batch_t 0.253 (0.237)] [data_t 0.006] [optim_t 0.246] [lr 0.001940] [CE 4.585 (4.376)] [KD 4.338 (4.123)] 2024-10-13 08:28:01,714 - Train: 40.77% [510000/1251000] [407.7/1000.0] [batch_t 0.247 (0.251)] [data_t 0.007] [optim_t 0.240] [lr 0.001940] [CE 4.475 (4.413)] [KD 4.343 (4.209)] 2024-10-13 08:28:13,790 - Train: 40.77% [510050/1251000] [407.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.006] [optim_t 0.226] [lr 0.001940] [CE 4.512 (4.465)] [KD 4.216 (4.183)] 2024-10-13 08:28:26,141 - Train: 40.78% [510100/1251000] [407.8/1000.0] [batch_t 0.229 (0.247)] [data_t 0.010] [optim_t 0.219] [lr 0.001939] [CE 4.522 (4.415)] [KD 4.209 (4.157)] 2024-10-13 08:28:37,860 - Train: 40.78% [510150/1251000] [407.8/1000.0] [batch_t 0.230 (0.234)] [data_t 0.008] [optim_t 0.222] [lr 0.001939] [CE 4.647 (4.483)] [KD 4.272 (4.185)] 2024-10-13 08:28:49,468 - Train: 40.78% [510200/1251000] [407.8/1000.0] [batch_t 0.222 (0.232)] [data_t 0.008] [optim_t 0.214] [lr 0.001939] [CE 4.374 (4.391)] [KD 4.133 (4.044)] 2024-10-13 08:29:01,139 - Train: 40.79% [510250/1251000] [407.9/1000.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.001939] [CE 4.416 (4.405)] [KD 3.948 (4.163)] 2024-10-13 08:29:14,045 - Train: 40.79% [510300/1251000] [407.9/1000.0] [batch_t 0.250 (0.258)] [data_t 0.009] [optim_t 0.241] [lr 0.001939] [CE 4.288 (4.423)] [KD 4.157 (4.197)] 2024-10-13 08:29:26,352 - Train: 40.80% [510350/1251000] [408.0/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.224] [lr 0.001938] [CE 3.909 (4.277)] [KD 4.024 (4.075)] 2024-10-13 08:29:38,377 - Train: 40.80% [510400/1251000] [408.0/1000.0] [batch_t 0.222 (0.240)] [data_t 0.006] [optim_t 0.216] [lr 0.001938] [CE 5.215 (4.419)] [KD 4.724 (4.180)] 2024-10-13 08:29:48,829 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 36280] [top5_cnt 45522] [top_all 50000] 2024-10-13 08:29:48,830 - net: 72.560 (91.044) 2024-10-13 08:29:58,378 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.174)] [top1_cnt 38587] [top5_cnt 46713] [top_all 50000] 2024-10-13 08:29:58,379 - net_E: 77.174 (93.426) 2024-10-13 08:29:58,624 - Max [top1: 72.790 (epoch: 402)] [top1-ema: 77.226 (epoch: 406)] 2024-10-13 08:29:58,625 - ==> Total time: 1 day, 11:51:51 Eta: 2 days, 4:02:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:30:12,442 - Train: 40.80% [510450/1251000] [408.0/1000.0] [batch_t 0.244 (0.256)] [data_t 0.008] [optim_t 0.235] [lr 0.001938] [CE 4.396 (4.420)] [KD 4.171 (4.173)] 2024-10-13 08:30:24,572 - Train: 40.81% [510500/1251000] [408.1/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.001938] [CE 4.789 (4.387)] [KD 4.353 (4.134)] 2024-10-13 08:30:37,012 - Train: 40.81% [510550/1251000] [408.1/1000.0] [batch_t 0.242 (0.249)] [data_t 0.008] [optim_t 0.235] [lr 0.001938] [CE 3.850 (4.366)] [KD 3.880 (4.077)] 2024-10-13 08:30:48,864 - Train: 40.82% [510600/1251000] [408.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001938] [CE 4.555 (4.399)] [KD 4.164 (4.151)] 2024-10-13 08:31:01,162 - Train: 40.82% [510650/1251000] [408.2/1000.0] [batch_t 0.229 (0.246)] [data_t 0.010] [optim_t 0.219] [lr 0.001937] [CE 3.839 (4.373)] [KD 3.780 (4.068)] 2024-10-13 08:31:13,198 - Train: 40.82% [510700/1251000] [408.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001937] [CE 3.928 (4.401)] [KD 3.975 (4.081)] 2024-10-13 08:31:25,746 - Train: 40.83% [510750/1251000] [408.3/1000.0] [batch_t 0.242 (0.251)] [data_t 0.007] [optim_t 0.235] [lr 0.001937] [CE 4.441 (4.454)] [KD 4.284 (4.167)] 2024-10-13 08:31:37,627 - Train: 40.83% [510800/1251000] [408.3/1000.0] [batch_t 0.231 (0.237)] [data_t 0.008] [optim_t 0.222] [lr 0.001937] [CE 4.517 (4.359)] [KD 4.219 (4.128)] 2024-10-13 08:31:49,283 - Train: 40.84% [510850/1251000] [408.4/1000.0] [batch_t 0.253 (0.233)] [data_t 0.007] [optim_t 0.245] [lr 0.001937] [CE 4.229 (4.390)] [KD 4.212 (4.178)] 2024-10-13 08:32:01,441 - Train: 40.84% [510900/1251000] [408.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.001936] [CE 4.131 (4.389)] [KD 3.923 (4.097)] 2024-10-13 08:32:13,948 - Train: 40.84% [510950/1251000] [408.4/1000.0] [batch_t 0.229 (0.250)] [data_t 0.009] [optim_t 0.220] [lr 0.001936] [CE 4.410 (4.380)] [KD 4.320 (4.130)] 2024-10-13 08:32:26,001 - Train: 40.85% [511000/1251000] [408.5/1000.0] [batch_t 0.240 (0.241)] [data_t 0.010] [optim_t 0.229] [lr 0.001936] [CE 4.363 (4.424)] [KD 3.972 (4.147)] 2024-10-13 08:32:37,716 - Train: 40.85% [511050/1251000] [408.5/1000.0] [batch_t 0.230 (0.234)] [data_t 0.008] [optim_t 0.222] [lr 0.001936] [CE 4.707 (4.447)] [KD 4.385 (4.138)] 2024-10-13 08:32:49,876 - Train: 40.86% [511100/1251000] [408.6/1000.0] [batch_t 0.259 (0.243)] [data_t 0.006] [optim_t 0.253] [lr 0.001936] [CE 4.371 (4.438)] [KD 3.986 (4.112)] 2024-10-13 08:33:02,288 - Train: 40.86% [511150/1251000] [408.6/1000.0] [batch_t 0.226 (0.248)] [data_t 0.006] [optim_t 0.220] [lr 0.001936] [CE 4.494 (4.432)] [KD 4.201 (4.172)] 2024-10-13 08:33:14,222 - Train: 40.86% [511200/1251000] [408.6/1000.0] [batch_t 0.226 (0.238)] [data_t 0.006] [optim_t 0.220] [lr 0.001935] [CE 4.142 (4.423)] [KD 3.967 (4.158)] 2024-10-13 08:33:26,211 - Train: 40.87% [511250/1251000] [408.7/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001935] [CE 4.449 (4.413)] [KD 3.938 (4.128)] 2024-10-13 08:33:38,647 - Train: 40.87% [511300/1251000] [408.7/1000.0] [batch_t 0.238 (0.249)] [data_t 0.007] [optim_t 0.231] [lr 0.001935] [CE 4.646 (4.429)] [KD 4.141 (4.174)] 2024-10-13 08:33:51,035 - Train: 40.88% [511350/1251000] [408.8/1000.0] [batch_t 0.243 (0.247)] [data_t 0.008] [optim_t 0.235] [lr 0.001935] [CE 4.214 (4.425)] [KD 4.162 (4.233)] 2024-10-13 08:34:02,765 - Train: 40.88% [511400/1251000] [408.8/1000.0] [batch_t 0.239 (0.234)] [data_t 0.011] [optim_t 0.228] [lr 0.001935] [CE 4.599 (4.428)] [KD 4.292 (4.231)] 2024-10-13 08:34:14,949 - Train: 40.88% [511450/1251000] [408.8/1000.0] [batch_t 0.251 (0.243)] [data_t 0.007] [optim_t 0.244] [lr 0.001935] [CE 4.052 (4.364)] [KD 4.208 (4.201)] 2024-10-13 08:34:27,194 - Train: 40.89% [511500/1251000] [408.9/1000.0] [batch_t 0.241 (0.245)] [data_t 0.006] [optim_t 0.235] [lr 0.001934] [CE 4.702 (4.384)] [KD 4.195 (4.110)] 2024-10-13 08:34:39,630 - Train: 40.89% [511550/1251000] [408.9/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.001934] [CE 4.673 (4.394)] [KD 4.297 (4.149)] 2024-10-13 08:34:51,908 - Train: 40.90% [511600/1251000] [409.0/1000.0] [batch_t 0.226 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.001934] [CE 4.681 (4.344)] [KD 4.256 (4.102)] 2024-10-13 08:35:03,481 - Train: 40.90% [511650/1251000] [409.0/1000.0] [batch_t 0.207 (0.231)] [data_t 0.006] [optim_t 0.201] [lr 0.001934] [CE 4.458 (4.377)] [KD 4.079 (4.082)] 2024-10-13 08:35:14,021 - Test (net): 100.00% [50/50] [batch_t 0.156 (0.162)] [top1_cnt 36258] [top5_cnt 45606] [top_all 50000] 2024-10-13 08:35:14,022 - net: 72.516 (91.212) 2024-10-13 08:35:23,334 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.170)] [top1_cnt 38575] [top5_cnt 46723] [top_all 50000] 2024-10-13 08:35:23,335 - net_E: 77.150 (93.446) 2024-10-13 08:35:23,570 - Max [top1: 72.790 (epoch: 402)] [top1-ema: 77.226 (epoch: 406)] 2024-10-13 08:35:23,570 - ==> Total time: 1 day, 11:57:16 Eta: 2 days, 3:57:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:35:37,349 - Train: 40.90% [511700/1251000] [409.0/1000.0] [batch_t 0.248 (0.261)] [data_t 0.009] [optim_t 0.240] [lr 0.001934] [CE 4.714 (4.398)] [KD 4.223 (4.103)] 2024-10-13 08:35:49,794 - Train: 40.91% [511750/1251000] [409.1/1000.0] [batch_t 0.246 (0.249)] [data_t 0.007] [optim_t 0.238] [lr 0.001933] [CE 4.159 (4.354)] [KD 4.079 (4.077)] 2024-10-13 08:36:01,938 - Train: 40.91% [511800/1251000] [409.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001933] [CE 4.117 (4.475)] [KD 4.042 (4.157)] 2024-10-13 08:36:14,068 - Train: 40.92% [511850/1251000] [409.2/1000.0] [batch_t 0.254 (0.242)] [data_t 0.009] [optim_t 0.245] [lr 0.001933] [CE 4.579 (4.456)] [KD 4.314 (4.172)] 2024-10-13 08:36:26,700 - Train: 40.92% [511900/1251000] [409.2/1000.0] [batch_t 0.229 (0.252)] [data_t 0.010] [optim_t 0.219] [lr 0.001933] [CE 4.700 (4.421)] [KD 4.049 (4.109)] 2024-10-13 08:36:38,503 - Train: 40.92% [511950/1251000] [409.2/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.217] [lr 0.001933] [CE 4.241 (4.434)] [KD 3.993 (4.045)] 2024-10-13 08:36:50,424 - Train: 40.93% [512000/1251000] [409.3/1000.0] [batch_t 0.225 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.001933] [CE 4.202 (4.323)] [KD 4.220 (4.103)] 2024-10-13 08:37:02,979 - Train: 40.93% [512050/1251000] [409.3/1000.0] [batch_t 0.233 (0.251)] [data_t 0.010] [optim_t 0.223] [lr 0.001932] [CE 3.970 (4.479)] [KD 3.924 (4.228)] 2024-10-13 08:37:15,243 - Train: 40.94% [512100/1251000] [409.4/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.001932] [CE 4.519 (4.420)] [KD 4.117 (4.172)] 2024-10-13 08:37:27,077 - Train: 40.94% [512150/1251000] [409.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001932] [CE 4.563 (4.397)] [KD 4.249 (4.149)] 2024-10-13 08:37:39,257 - Train: 40.94% [512200/1251000] [409.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.001932] [CE 4.392 (4.392)] [KD 4.060 (4.172)] 2024-10-13 08:37:51,302 - Train: 40.95% [512250/1251000] [409.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.001932] [CE 4.042 (4.401)] [KD 4.201 (4.182)] 2024-10-13 08:38:02,979 - Train: 40.95% [512300/1251000] [409.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.008] [optim_t 0.225] [lr 0.001931] [CE 4.361 (4.376)] [KD 4.227 (4.191)] 2024-10-13 08:38:15,428 - Train: 40.96% [512350/1251000] [409.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.001931] [CE 4.210 (4.422)] [KD 4.360 (4.208)] 2024-10-13 08:38:27,259 - Train: 40.96% [512400/1251000] [409.6/1000.0] [batch_t 0.222 (0.236)] [data_t 0.008] [optim_t 0.214] [lr 0.001931] [CE 4.268 (4.463)] [KD 3.993 (4.231)] 2024-10-13 08:38:39,658 - Train: 40.96% [512450/1251000] [409.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.001931] [CE 3.873 (4.401)] [KD 3.638 (4.128)] 2024-10-13 08:38:51,746 - Train: 40.97% [512500/1251000] [409.7/1000.0] [batch_t 0.228 (0.242)] [data_t 0.008] [optim_t 0.220] [lr 0.001931] [CE 4.625 (4.394)] [KD 4.398 (4.141)] 2024-10-13 08:39:03,917 - Train: 40.97% [512550/1251000] [409.7/1000.0] [batch_t 0.223 (0.243)] [data_t 0.007] [optim_t 0.216] [lr 0.001931] [CE 4.699 (4.366)] [KD 4.493 (4.188)] 2024-10-13 08:39:15,530 - Train: 40.98% [512600/1251000] [409.8/1000.0] [batch_t 0.232 (0.232)] [data_t 0.010] [optim_t 0.223] [lr 0.001930] [CE 4.175 (4.426)] [KD 4.195 (4.208)] 2024-10-13 08:39:27,944 - Train: 40.98% [512650/1251000] [409.8/1000.0] [batch_t 0.230 (0.248)] [data_t 0.006] [optim_t 0.224] [lr 0.001930] [CE 5.013 (4.377)] [KD 4.413 (4.173)] 2024-10-13 08:39:39,682 - Train: 40.98% [512700/1251000] [409.8/1000.0] [batch_t 0.219 (0.235)] [data_t 0.010] [optim_t 0.209] [lr 0.001930] [CE 4.651 (4.319)] [KD 4.189 (4.107)] 2024-10-13 08:39:51,816 - Train: 40.99% [512750/1251000] [409.9/1000.0] [batch_t 0.228 (0.243)] [data_t 0.010] [optim_t 0.218] [lr 0.001930] [CE 4.779 (4.441)] [KD 4.281 (4.169)] 2024-10-13 08:40:03,846 - Train: 40.99% [512800/1251000] [409.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001930] [CE 4.965 (4.405)] [KD 4.324 (4.137)] 2024-10-13 08:40:16,456 - Train: 41.00% [512850/1251000] [410.0/1000.0] [batch_t 0.230 (0.252)] [data_t 0.006] [optim_t 0.224] [lr 0.001930] [CE 4.553 (4.416)] [KD 4.169 (4.113)] 2024-10-13 08:40:28,214 - Train: 41.00% [512900/1251000] [410.0/1000.0] [batch_t 0.209 (0.235)] [data_t 0.007] [optim_t 0.202] [lr 0.001929] [CE 3.791 (4.478)] [KD 4.157 (4.229)] 2024-10-13 08:40:39,167 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 36255] [top5_cnt 45640] [top_all 50000] 2024-10-13 08:40:39,167 - net: 72.510 (91.280) 2024-10-13 08:40:47,927 - Test (net_E): 100.00% [50/50] [batch_t 0.423 (0.159)] [top1_cnt 38588] [top5_cnt 46740] [top_all 50000] 2024-10-13 08:40:47,928 - net_E: 77.176 (93.480) 2024-10-13 08:40:48,122 - Max [top1: 72.790 (epoch: 402)] [top1-ema: 77.226 (epoch: 406)] 2024-10-13 08:40:48,123 - ==> Total time: 1 day, 12:02:40 Eta: 2 days, 3:52:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:41:01,303 - Train: 41.00% [512950/1251000] [410.0/1000.0] [batch_t 0.235 (0.251)] [data_t 0.010] [optim_t 0.225] [lr 0.001929] [CE 4.390 (4.393)] [KD 3.945 (4.088)] 2024-10-13 08:41:13,980 - Train: 41.01% [513000/1251000] [410.1/1000.0] [batch_t 0.231 (0.253)] [data_t 0.010] [optim_t 0.221] [lr 0.001929] [CE 4.023 (4.388)] [KD 3.752 (4.146)] 2024-10-13 08:41:26,070 - Train: 41.01% [513050/1251000] [410.1/1000.0] [batch_t 0.221 (0.242)] [data_t 0.010] [optim_t 0.211] [lr 0.001929] [CE 4.824 (4.379)] [KD 4.403 (4.123)] 2024-10-13 08:41:38,089 - Train: 41.02% [513100/1251000] [410.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.006] [optim_t 0.228] [lr 0.001929] [CE 4.525 (4.417)] [KD 4.078 (4.127)] 2024-10-13 08:41:50,098 - Train: 41.02% [513150/1251000] [410.2/1000.0] [batch_t 0.222 (0.240)] [data_t 0.007] [optim_t 0.215] [lr 0.001928] [CE 4.628 (4.417)] [KD 4.175 (4.105)] 2024-10-13 08:42:02,146 - Train: 41.02% [513200/1251000] [410.2/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.217] [lr 0.001928] [CE 4.625 (4.375)] [KD 4.364 (4.070)] 2024-10-13 08:42:14,251 - Train: 41.03% [513250/1251000] [410.3/1000.0] [batch_t 0.229 (0.242)] [data_t 0.010] [optim_t 0.219] [lr 0.001928] [CE 4.170 (4.387)] [KD 4.066 (4.076)] 2024-10-13 08:42:26,586 - Train: 41.03% [513300/1251000] [410.3/1000.0] [batch_t 0.242 (0.247)] [data_t 0.007] [optim_t 0.234] [lr 0.001928] [CE 4.575 (4.433)] [KD 4.309 (4.214)] 2024-10-13 08:42:38,571 - Train: 41.04% [513350/1251000] [410.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.011] [optim_t 0.227] [lr 0.001928] [CE 4.773 (4.451)] [KD 4.381 (4.137)] 2024-10-13 08:42:50,385 - Train: 41.04% [513400/1251000] [410.4/1000.0] [batch_t 0.462 (0.236)] [data_t 0.009] [optim_t 0.453] [lr 0.001928] [CE 4.215 (4.409)] [KD 3.961 (4.162)] 2024-10-13 08:43:02,559 - Train: 41.04% [513450/1251000] [410.4/1000.0] [batch_t 0.223 (0.243)] [data_t 0.007] [optim_t 0.216] [lr 0.001927] [CE 4.344 (4.389)] [KD 4.072 (4.100)] 2024-10-13 08:43:14,696 - Train: 41.05% [513500/1251000] [410.5/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.001927] [CE 4.277 (4.432)] [KD 4.244 (4.171)] 2024-10-13 08:43:26,907 - Train: 41.05% [513550/1251000] [410.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.001927] [CE 4.255 (4.487)] [KD 4.111 (4.202)] 2024-10-13 08:43:38,907 - Train: 41.06% [513600/1251000] [410.6/1000.0] [batch_t 0.226 (0.240)] [data_t 0.010] [optim_t 0.217] [lr 0.001927] [CE 3.498 (4.419)] [KD 3.714 (4.151)] 2024-10-13 08:43:51,113 - Train: 41.06% [513650/1251000] [410.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.001927] [CE 4.480 (4.430)] [KD 4.239 (4.172)] 2024-10-13 08:44:03,215 - Train: 41.06% [513700/1251000] [410.6/1000.0] [batch_t 0.242 (0.242)] [data_t 0.008] [optim_t 0.234] [lr 0.001926] [CE 4.698 (4.464)] [KD 4.085 (4.188)] 2024-10-13 08:44:15,102 - Train: 41.07% [513750/1251000] [410.7/1000.0] [batch_t 0.459 (0.238)] [data_t 0.010] [optim_t 0.449] [lr 0.001926] [CE 4.587 (4.426)] [KD 4.187 (4.142)] 2024-10-13 08:44:27,123 - Train: 41.07% [513800/1251000] [410.7/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.001926] [CE 4.468 (4.454)] [KD 4.447 (4.174)] 2024-10-13 08:44:39,563 - Train: 41.08% [513850/1251000] [410.8/1000.0] [batch_t 0.224 (0.249)] [data_t 0.009] [optim_t 0.215] [lr 0.001926] [CE 4.234 (4.387)] [KD 4.021 (4.152)] 2024-10-13 08:44:51,400 - Train: 41.08% [513900/1251000] [410.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.007] [optim_t 0.225] [lr 0.001926] [CE 4.277 (4.393)] [KD 4.075 (4.166)] 2024-10-13 08:45:03,510 - Train: 41.08% [513950/1251000] [410.8/1000.0] [batch_t 0.247 (0.242)] [data_t 0.007] [optim_t 0.240] [lr 0.001926] [CE 4.113 (4.397)] [KD 3.871 (4.091)] 2024-10-13 08:45:15,733 - Train: 41.09% [514000/1251000] [410.9/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.001925] [CE 4.239 (4.444)] [KD 4.120 (4.200)] 2024-10-13 08:45:27,864 - Train: 41.09% [514050/1251000] [410.9/1000.0] [batch_t 0.249 (0.242)] [data_t 0.007] [optim_t 0.242] [lr 0.001925] [CE 4.005 (4.358)] [KD 4.162 (4.110)] 2024-10-13 08:45:40,142 - Train: 41.10% [514100/1251000] [411.0/1000.0] [batch_t 0.244 (0.245)] [data_t 0.008] [optim_t 0.236] [lr 0.001925] [CE 4.493 (4.378)] [KD 4.155 (4.113)] 2024-10-13 08:45:52,957 - Train: 41.10% [514150/1251000] [411.0/1000.0] [batch_t 0.225 (0.256)] [data_t 0.006] [optim_t 0.219] [lr 0.001925] [CE 4.611 (4.380)] [KD 4.358 (4.077)] 2024-10-13 08:46:04,100 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 36419] [top5_cnt 45698] [top_all 50000] 2024-10-13 08:46:04,101 - net: 72.838 (91.396) 2024-10-13 08:46:13,809 - Test (net_E): 100.00% [50/50] [batch_t 0.299 (0.178)] [top1_cnt 38613] [top5_cnt 46752] [top_all 50000] 2024-10-13 08:46:13,810 - net_E: 77.226 (93.504) 2024-10-13 08:46:14,026 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.226 (epoch: 406)] 2024-10-13 08:46:14,027 - ==> Total time: 1 day, 12:08:06 Eta: 2 days, 3:47:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:46:36,188 - Train: 41.10% [514200/1251000] [411.0/1000.0] [batch_t 0.241 (0.261)] [data_t 0.007] [optim_t 0.234] [lr 0.001925] [CE 4.289 (4.329)] [KD 3.873 (4.066)] 2024-10-13 08:46:48,284 - Train: 41.11% [514250/1251000] [411.1/1000.0] [batch_t 0.230 (0.242)] [data_t 0.011] [optim_t 0.219] [lr 0.001925] [CE 4.006 (4.297)] [KD 3.777 (4.008)] 2024-10-13 08:47:00,607 - Train: 41.11% [514300/1251000] [411.1/1000.0] [batch_t 0.245 (0.246)] [data_t 0.007] [optim_t 0.237] [lr 0.001924] [CE 4.254 (4.478)] [KD 4.135 (4.144)] 2024-10-13 08:47:12,431 - Train: 41.12% [514350/1251000] [411.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.001924] [CE 4.322 (4.482)] [KD 3.860 (4.132)] 2024-10-13 08:47:24,341 - Train: 41.12% [514400/1251000] [411.2/1000.0] [batch_t 0.245 (0.238)] [data_t 0.007] [optim_t 0.237] [lr 0.001924] [CE 4.780 (4.331)] [KD 4.274 (4.041)] 2024-10-13 08:47:36,847 - Train: 41.12% [514450/1251000] [411.2/1000.0] [batch_t 0.503 (0.250)] [data_t 0.008] [optim_t 0.495] [lr 0.001924] [CE 4.924 (4.467)] [KD 4.369 (4.176)] 2024-10-13 08:47:48,953 - Train: 41.13% [514500/1251000] [411.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.001924] [CE 3.859 (4.401)] [KD 3.766 (4.069)] 2024-10-13 08:48:00,885 - Train: 41.13% [514550/1251000] [411.3/1000.0] [batch_t 0.226 (0.238)] [data_t 0.010] [optim_t 0.217] [lr 0.001923] [CE 4.755 (4.429)] [KD 4.332 (4.175)] 2024-10-13 08:48:12,732 - Train: 41.14% [514600/1251000] [411.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.224] [lr 0.001923] [CE 4.562 (4.474)] [KD 4.072 (4.148)] 2024-10-13 08:48:24,853 - Train: 41.14% [514650/1251000] [411.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.001923] [CE 3.940 (4.374)] [KD 3.849 (4.091)] 2024-10-13 08:48:36,625 - Train: 41.14% [514700/1251000] [411.4/1000.0] [batch_t 0.220 (0.235)] [data_t 0.011] [optim_t 0.209] [lr 0.001923] [CE 4.185 (4.374)] [KD 4.264 (4.099)] 2024-10-13 08:48:48,854 - Train: 41.15% [514750/1251000] [411.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001923] [CE 4.115 (4.374)] [KD 4.110 (4.027)] 2024-10-13 08:49:00,949 - Train: 41.15% [514800/1251000] [411.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.227] [lr 0.001923] [CE 4.752 (4.432)] [KD 4.004 (4.061)] 2024-10-13 08:49:12,759 - Train: 41.16% [514850/1251000] [411.6/1000.0] [batch_t 0.239 (0.236)] [data_t 0.008] [optim_t 0.231] [lr 0.001922] [CE 4.114 (4.439)] [KD 4.107 (4.162)] 2024-10-13 08:49:25,371 - Train: 41.16% [514900/1251000] [411.6/1000.0] [batch_t 0.238 (0.252)] [data_t 0.008] [optim_t 0.230] [lr 0.001922] [CE 4.718 (4.413)] [KD 4.291 (4.196)] 2024-10-13 08:49:37,488 - Train: 41.16% [514950/1251000] [411.6/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.001922] [CE 3.989 (4.418)] [KD 3.876 (4.189)] 2024-10-13 08:49:50,201 - Train: 41.17% [515000/1251000] [411.7/1000.0] [batch_t 0.246 (0.254)] [data_t 0.007] [optim_t 0.239] [lr 0.001922] [CE 4.810 (4.458)] [KD 4.206 (4.163)] 2024-10-13 08:50:02,088 - Train: 41.17% [515050/1251000] [411.7/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.001922] [CE 4.597 (4.387)] [KD 4.313 (4.125)] 2024-10-13 08:50:14,249 - Train: 41.18% [515100/1251000] [411.8/1000.0] [batch_t 0.247 (0.243)] [data_t 0.011] [optim_t 0.237] [lr 0.001921] [CE 4.376 (4.388)] [KD 4.162 (4.112)] 2024-10-13 08:50:26,737 - Train: 41.18% [515150/1251000] [411.8/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.219] [lr 0.001921] [CE 4.395 (4.366)] [KD 4.290 (4.063)] 2024-10-13 08:50:38,639 - Train: 41.18% [515200/1251000] [411.8/1000.0] [batch_t 0.483 (0.238)] [data_t 0.008] [optim_t 0.475] [lr 0.001921] [CE 4.473 (4.345)] [KD 4.033 (4.015)] 2024-10-13 08:50:50,612 - Train: 41.19% [515250/1251000] [411.9/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.001921] [CE 4.918 (4.359)] [KD 4.260 (4.058)] 2024-10-13 08:51:03,405 - Train: 41.19% [515300/1251000] [411.9/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.001921] [CE 4.763 (4.489)] [KD 4.351 (4.178)] 2024-10-13 08:51:15,441 - Train: 41.20% [515350/1251000] [412.0/1000.0] [batch_t 0.239 (0.241)] [data_t 0.010] [optim_t 0.229] [lr 0.001921] [CE 4.416 (4.426)] [KD 4.164 (4.147)] 2024-10-13 08:51:27,487 - Train: 41.20% [515400/1251000] [412.0/1000.0] [batch_t 0.212 (0.241)] [data_t 0.009] [optim_t 0.203] [lr 0.001920] [CE 4.299 (4.333)] [KD 4.099 (4.099)] 2024-10-13 08:51:38,798 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.157)] [top1_cnt 36195] [top5_cnt 45549] [top_all 50000] 2024-10-13 08:51:38,799 - net: 72.390 (91.098) 2024-10-13 08:51:47,784 - Test (net_E): 100.00% [50/50] [batch_t 0.329 (0.164)] [top1_cnt 38646] [top5_cnt 46758] [top_all 50000] 2024-10-13 08:51:47,785 - net_E: 77.292 (93.516) 2024-10-13 08:51:47,978 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.292 (epoch: 412)] 2024-10-13 08:51:47,979 - ==> Total time: 1 day, 12:13:40 Eta: 2 days, 3:42:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:52:09,003 - Train: 41.20% [515450/1251000] [412.0/1000.0] [batch_t 0.222 (0.257)] [data_t 0.006] [optim_t 0.215] [lr 0.001920] [CE 4.718 (4.386)] [KD 4.249 (4.065)] 2024-10-13 08:52:21,642 - Train: 41.21% [515500/1251000] [412.1/1000.0] [batch_t 0.236 (0.253)] [data_t 0.007] [optim_t 0.228] [lr 0.001920] [CE 4.359 (4.417)] [KD 4.207 (4.106)] 2024-10-13 08:52:33,798 - Train: 41.21% [515550/1251000] [412.1/1000.0] [batch_t 0.230 (0.243)] [data_t 0.007] [optim_t 0.223] [lr 0.001920] [CE 4.573 (4.379)] [KD 4.381 (4.126)] 2024-10-13 08:52:45,713 - Train: 41.22% [515600/1251000] [412.2/1000.0] [batch_t 0.251 (0.238)] [data_t 0.008] [optim_t 0.243] [lr 0.001920] [CE 4.840 (4.456)] [KD 4.312 (4.131)] 2024-10-13 08:52:58,201 - Train: 41.22% [515650/1251000] [412.2/1000.0] [batch_t 0.223 (0.250)] [data_t 0.008] [optim_t 0.215] [lr 0.001919] [CE 4.478 (4.457)] [KD 4.236 (4.146)] 2024-10-13 08:53:10,085 - Train: 41.22% [515700/1251000] [412.2/1000.0] [batch_t 0.241 (0.238)] [data_t 0.010] [optim_t 0.231] [lr 0.001919] [CE 4.244 (4.439)] [KD 3.990 (4.152)] 2024-10-13 08:53:22,006 - Train: 41.23% [515750/1251000] [412.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.006] [optim_t 0.225] [lr 0.001919] [CE 4.076 (4.337)] [KD 3.939 (4.065)] 2024-10-13 08:53:34,022 - Train: 41.23% [515800/1251000] [412.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.001919] [CE 4.245 (4.390)] [KD 4.084 (4.097)] 2024-10-13 08:53:46,446 - Train: 41.24% [515850/1251000] [412.4/1000.0] [batch_t 0.218 (0.248)] [data_t 0.009] [optim_t 0.208] [lr 0.001919] [CE 3.956 (4.433)] [KD 4.014 (4.144)] 2024-10-13 08:53:58,516 - Train: 41.24% [515900/1251000] [412.4/1000.0] [batch_t 0.228 (0.241)] [data_t 0.007] [optim_t 0.220] [lr 0.001919] [CE 3.726 (4.419)] [KD 3.854 (4.178)] 2024-10-13 08:54:10,976 - Train: 41.24% [515950/1251000] [412.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.007] [optim_t 0.233] [lr 0.001918] [CE 4.420 (4.445)] [KD 3.878 (4.175)] 2024-10-13 08:54:23,151 - Train: 41.25% [516000/1251000] [412.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.010] [optim_t 0.221] [lr 0.001918] [CE 4.001 (4.304)] [KD 3.996 (4.066)] 2024-10-13 08:54:35,538 - Train: 41.25% [516050/1251000] [412.5/1000.0] [batch_t 0.227 (0.248)] [data_t 0.010] [optim_t 0.217] [lr 0.001918] [CE 4.557 (4.382)] [KD 4.219 (4.180)] 2024-10-13 08:54:47,823 - Train: 41.25% [516100/1251000] [412.5/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001918] [CE 4.055 (4.444)] [KD 3.821 (4.145)] 2024-10-13 08:55:00,878 - Train: 41.26% [516150/1251000] [412.6/1000.0] [batch_t 0.228 (0.261)] [data_t 0.010] [optim_t 0.218] [lr 0.001918] [CE 4.120 (4.408)] [KD 4.173 (4.113)] 2024-10-13 08:55:12,814 - Train: 41.26% [516200/1251000] [412.6/1000.0] [batch_t 0.253 (0.239)] [data_t 0.007] [optim_t 0.246] [lr 0.001918] [CE 4.290 (4.473)] [KD 4.013 (4.173)] 2024-10-13 08:55:25,301 - Train: 41.27% [516250/1251000] [412.7/1000.0] [batch_t 0.253 (0.250)] [data_t 0.007] [optim_t 0.246] [lr 0.001917] [CE 4.640 (4.481)] [KD 4.085 (4.173)] 2024-10-13 08:55:37,347 - Train: 41.27% [516300/1251000] [412.7/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.001917] [CE 4.501 (4.398)] [KD 4.222 (4.130)] 2024-10-13 08:55:49,547 - Train: 41.27% [516350/1251000] [412.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.001917] [CE 4.226 (4.381)] [KD 4.209 (4.182)] 2024-10-13 08:56:01,532 - Train: 41.28% [516400/1251000] [412.8/1000.0] [batch_t 0.242 (0.240)] [data_t 0.007] [optim_t 0.235] [lr 0.001917] [CE 4.373 (4.383)] [KD 3.893 (4.132)] 2024-10-13 08:56:14,176 - Train: 41.28% [516450/1251000] [412.8/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.225] [lr 0.001917] [CE 4.184 (4.385)] [KD 4.138 (4.225)] 2024-10-13 08:56:26,699 - Train: 41.29% [516500/1251000] [412.9/1000.0] [batch_t 0.271 (0.250)] [data_t 0.010] [optim_t 0.262] [lr 0.001916] [CE 4.698 (4.491)] [KD 4.238 (4.255)] 2024-10-13 08:56:39,497 - Train: 41.29% [516550/1251000] [412.9/1000.0] [batch_t 0.258 (0.256)] [data_t 0.008] [optim_t 0.250] [lr 0.001916] [CE 4.011 (4.428)] [KD 3.968 (4.167)] 2024-10-13 08:56:51,777 - Train: 41.29% [516600/1251000] [412.9/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.001916] [CE 4.555 (4.398)] [KD 4.125 (4.118)] 2024-10-13 08:57:04,100 - Train: 41.30% [516650/1251000] [413.0/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.225] [lr 0.001916] [CE 4.587 (4.393)] [KD 4.133 (4.154)] 2024-10-13 08:57:17,126 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.194)] [top1_cnt 36112] [top5_cnt 45525] [top_all 50000] 2024-10-13 08:57:17,127 - net: 72.224 (91.050) 2024-10-13 08:57:27,259 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.186)] [top1_cnt 38649] [top5_cnt 46773] [top_all 50000] 2024-10-13 08:57:27,260 - net_E: 77.298 (93.546) 2024-10-13 08:57:27,461 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.298 (epoch: 413)] 2024-10-13 08:57:27,462 - ==> Total time: 1 day, 12:19:20 Eta: 2 days, 3:37:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 08:57:48,936 - Train: 41.30% [516700/1251000] [413.0/1000.0] [batch_t 0.238 (0.264)] [data_t 0.009] [optim_t 0.229] [lr 0.001916] [CE 4.446 (4.446)] [KD 4.142 (4.149)] 2024-10-13 08:58:01,303 - Train: 41.31% [516750/1251000] [413.1/1000.0] [batch_t 0.260 (0.247)] [data_t 0.008] [optim_t 0.252] [lr 0.001916] [CE 4.082 (4.320)] [KD 3.870 (4.103)] 2024-10-13 08:58:13,544 - Train: 41.31% [516800/1251000] [413.1/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.234] [lr 0.001915] [CE 4.007 (4.379)] [KD 3.931 (4.107)] 2024-10-13 08:58:25,899 - Train: 41.31% [516850/1251000] [413.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.008] [optim_t 0.225] [lr 0.001915] [CE 4.418 (4.349)] [KD 4.055 (4.089)] 2024-10-13 08:58:37,615 - Train: 41.32% [516900/1251000] [413.2/1000.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.001915] [CE 4.858 (4.365)] [KD 4.281 (4.124)] 2024-10-13 08:58:49,565 - Train: 41.32% [516950/1251000] [413.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.001915] [CE 4.379 (4.386)] [KD 4.094 (4.180)] 2024-10-13 08:59:01,563 - Train: 41.33% [517000/1251000] [413.3/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.001915] [CE 4.367 (4.398)] [KD 4.137 (4.086)] 2024-10-13 08:59:13,986 - Train: 41.33% [517050/1251000] [413.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.001914] [CE 4.687 (4.386)] [KD 3.910 (4.072)] 2024-10-13 08:59:26,220 - Train: 41.33% [517100/1251000] [413.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.001914] [CE 4.577 (4.419)] [KD 4.418 (4.132)] 2024-10-13 08:59:38,303 - Train: 41.34% [517150/1251000] [413.4/1000.0] [batch_t 0.221 (0.241)] [data_t 0.010] [optim_t 0.212] [lr 0.001914] [CE 4.183 (4.349)] [KD 3.946 (4.054)] 2024-10-13 08:59:50,254 - Train: 41.34% [517200/1251000] [413.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.001914] [CE 3.962 (4.372)] [KD 3.809 (4.063)] 2024-10-13 09:00:02,516 - Train: 41.35% [517250/1251000] [413.5/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001914] [CE 4.377 (4.337)] [KD 4.138 (4.121)] 2024-10-13 09:00:14,640 - Train: 41.35% [517300/1251000] [413.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001914] [CE 4.196 (4.342)] [KD 3.809 (4.099)] 2024-10-13 09:00:27,160 - Train: 41.35% [517350/1251000] [413.5/1000.0] [batch_t 0.441 (0.250)] [data_t 0.008] [optim_t 0.433] [lr 0.001913] [CE 4.299 (4.367)] [KD 3.865 (4.110)] 2024-10-13 09:00:39,204 - Train: 41.36% [517400/1251000] [413.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.001913] [CE 4.494 (4.385)] [KD 4.233 (4.086)] 2024-10-13 09:00:51,455 - Train: 41.36% [517450/1251000] [413.6/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.001913] [CE 4.208 (4.427)] [KD 3.809 (4.140)] 2024-10-13 09:01:03,000 - Train: 41.37% [517500/1251000] [413.7/1000.0] [batch_t 0.238 (0.231)] [data_t 0.007] [optim_t 0.231] [lr 0.001913] [CE 4.320 (4.413)] [KD 4.156 (4.140)] 2024-10-13 09:01:14,966 - Train: 41.37% [517550/1251000] [413.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.001913] [CE 4.163 (4.426)] [KD 3.934 (4.158)] 2024-10-13 09:01:26,866 - Train: 41.37% [517600/1251000] [413.7/1000.0] [batch_t 0.229 (0.238)] [data_t 0.010] [optim_t 0.219] [lr 0.001912] [CE 4.143 (4.457)] [KD 3.793 (4.175)] 2024-10-13 09:01:38,670 - Train: 41.38% [517650/1251000] [413.8/1000.0] [batch_t 0.222 (0.236)] [data_t 0.006] [optim_t 0.216] [lr 0.001912] [CE 3.806 (4.444)] [KD 3.968 (4.168)] 2024-10-13 09:01:50,530 - Train: 41.38% [517700/1251000] [413.8/1000.0] [batch_t 0.229 (0.237)] [data_t 0.008] [optim_t 0.221] [lr 0.001912] [CE 4.593 (4.415)] [KD 4.346 (4.106)] 2024-10-13 09:02:02,745 - Train: 41.39% [517750/1251000] [413.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001912] [CE 3.789 (4.439)] [KD 3.799 (4.164)] 2024-10-13 09:02:14,555 - Train: 41.39% [517800/1251000] [413.9/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.001912] [CE 4.335 (4.413)] [KD 4.104 (4.151)] 2024-10-13 09:02:26,950 - Train: 41.39% [517850/1251000] [413.9/1000.0] [batch_t 0.248 (0.248)] [data_t 0.007] [optim_t 0.241] [lr 0.001912] [CE 4.394 (4.349)] [KD 4.468 (4.124)] 2024-10-13 09:02:38,933 - Train: 41.40% [517900/1251000] [414.0/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.001911] [CE 4.343 (4.400)] [KD 4.184 (4.186)] 2024-10-13 09:02:50,402 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 36248] [top5_cnt 45556] [top_all 50000] 2024-10-13 09:02:50,403 - net: 72.496 (91.112) 2024-10-13 09:02:59,330 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 38649] [top5_cnt 46782] [top_all 50000] 2024-10-13 09:02:59,331 - net_E: 77.298 (93.564) 2024-10-13 09:02:59,535 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.298 (epoch: 413)] 2024-10-13 09:02:59,536 - ==> Total time: 1 day, 12:24:52 Eta: 2 days, 3:32:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:03:11,694 - Train: 41.40% [517950/1251000] [414.0/1000.0] [batch_t 0.230 (0.255)] [data_t 0.006] [optim_t 0.224] [lr 0.001911] [CE 3.993 (4.395)] [KD 4.001 (4.104)] 2024-10-13 09:03:24,138 - Train: 41.41% [518000/1251000] [414.1/1000.0] [batch_t 0.222 (0.249)] [data_t 0.008] [optim_t 0.214] [lr 0.001911] [CE 4.351 (4.413)] [KD 4.162 (4.083)] 2024-10-13 09:03:36,692 - Train: 41.41% [518050/1251000] [414.1/1000.0] [batch_t 0.238 (0.251)] [data_t 0.007] [optim_t 0.231] [lr 0.001911] [CE 4.303 (4.472)] [KD 4.139 (4.136)] 2024-10-13 09:03:48,344 - Train: 41.41% [518100/1251000] [414.1/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.001911] [CE 4.762 (4.451)] [KD 4.199 (4.136)] 2024-10-13 09:04:00,132 - Train: 41.42% [518150/1251000] [414.2/1000.0] [batch_t 0.224 (0.236)] [data_t 0.008] [optim_t 0.216] [lr 0.001911] [CE 4.448 (4.386)] [KD 3.978 (4.065)] 2024-10-13 09:04:12,233 - Train: 41.42% [518200/1251000] [414.2/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.001910] [CE 4.341 (4.426)] [KD 4.234 (4.137)] 2024-10-13 09:04:24,654 - Train: 41.43% [518250/1251000] [414.3/1000.0] [batch_t 0.223 (0.248)] [data_t 0.007] [optim_t 0.216] [lr 0.001910] [CE 4.327 (4.410)] [KD 3.989 (4.075)] 2024-10-13 09:04:36,786 - Train: 41.43% [518300/1251000] [414.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.001910] [CE 4.106 (4.408)] [KD 4.035 (4.113)] 2024-10-13 09:04:48,814 - Train: 41.43% [518350/1251000] [414.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.007] [optim_t 0.227] [lr 0.001910] [CE 3.872 (4.419)] [KD 3.877 (4.118)] 2024-10-13 09:05:01,075 - Train: 41.44% [518400/1251000] [414.4/1000.0] [batch_t 0.230 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.001910] [CE 4.698 (4.468)] [KD 4.212 (4.131)] 2024-10-13 09:05:13,794 - Train: 41.44% [518450/1251000] [414.4/1000.0] [batch_t 0.459 (0.254)] [data_t 0.007] [optim_t 0.452] [lr 0.001909] [CE 4.243 (4.406)] [KD 4.124 (4.098)] 2024-10-13 09:05:25,883 - Train: 41.45% [518500/1251000] [414.5/1000.0] [batch_t 0.245 (0.242)] [data_t 0.006] [optim_t 0.239] [lr 0.001909] [CE 4.044 (4.351)] [KD 4.012 (4.089)] 2024-10-13 09:05:37,590 - Train: 41.45% [518550/1251000] [414.5/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.001909] [CE 4.674 (4.324)] [KD 4.184 (4.041)] 2024-10-13 09:05:49,609 - Train: 41.45% [518600/1251000] [414.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001909] [CE 4.789 (4.320)] [KD 4.279 (4.033)] 2024-10-13 09:06:02,766 - Train: 41.46% [518650/1251000] [414.6/1000.0] [batch_t 0.242 (0.263)] [data_t 0.009] [optim_t 0.233] [lr 0.001909] [CE 4.765 (4.422)] [KD 4.063 (4.111)] 2024-10-13 09:06:14,821 - Train: 41.46% [518700/1251000] [414.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.001909] [CE 4.465 (4.434)] [KD 4.407 (4.146)] 2024-10-13 09:06:26,875 - Train: 41.47% [518750/1251000] [414.7/1000.0] [batch_t 0.245 (0.241)] [data_t 0.010] [optim_t 0.235] [lr 0.001908] [CE 4.586 (4.401)] [KD 4.118 (4.124)] 2024-10-13 09:06:39,319 - Train: 41.47% [518800/1251000] [414.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.001908] [CE 4.211 (4.404)] [KD 4.190 (4.166)] 2024-10-13 09:06:51,594 - Train: 41.47% [518850/1251000] [414.7/1000.0] [batch_t 0.229 (0.245)] [data_t 0.010] [optim_t 0.219] [lr 0.001908] [CE 4.197 (4.374)] [KD 3.930 (4.111)] 2024-10-13 09:07:03,175 - Train: 41.48% [518900/1251000] [414.8/1000.0] [batch_t 0.239 (0.231)] [data_t 0.010] [optim_t 0.229] [lr 0.001908] [CE 4.786 (4.307)] [KD 4.442 (4.035)] 2024-10-13 09:07:15,322 - Train: 41.48% [518950/1251000] [414.8/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.001908] [CE 4.646 (4.502)] [KD 4.148 (4.181)] 2024-10-13 09:07:27,292 - Train: 41.49% [519000/1251000] [414.9/1000.0] [batch_t 0.225 (0.239)] [data_t 0.006] [optim_t 0.219] [lr 0.001907] [CE 4.259 (4.425)] [KD 4.224 (4.117)] 2024-10-13 09:07:39,534 - Train: 41.49% [519050/1251000] [414.9/1000.0] [batch_t 0.253 (0.245)] [data_t 0.006] [optim_t 0.247] [lr 0.001907] [CE 3.939 (4.345)] [KD 3.809 (4.088)] 2024-10-13 09:07:51,555 - Train: 41.49% [519100/1251000] [414.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001907] [CE 4.389 (4.382)] [KD 4.256 (4.140)] 2024-10-13 09:08:03,090 - Train: 41.50% [519150/1251000] [415.0/1000.0] [batch_t 0.245 (0.231)] [data_t 0.022] [optim_t 0.223] [lr 0.001907] [CE 4.443 (4.354)] [KD 4.184 (4.127)] 2024-10-13 09:08:14,743 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 36386] [top5_cnt 45632] [top_all 50000] 2024-10-13 09:08:14,744 - net: 72.772 (91.264) 2024-10-13 09:08:23,757 - Test (net_E): 100.00% [50/50] [batch_t 0.258 (0.164)] [top1_cnt 38675] [top5_cnt 46776] [top_all 50000] 2024-10-13 09:08:23,758 - net_E: 77.350 (93.552) 2024-10-13 09:08:23,987 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.350 (epoch: 415)] 2024-10-13 09:08:23,987 - ==> Total time: 1 day, 12:30:16 Eta: 2 days, 3:27:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:08:44,733 - Train: 41.50% [519200/1251000] [415.0/1000.0] [batch_t 0.235 (0.257)] [data_t 0.009] [optim_t 0.226] [lr 0.001907] [CE 4.445 (4.392)] [KD 4.084 (4.085)] 2024-10-13 09:08:56,933 - Train: 41.51% [519250/1251000] [415.1/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.001907] [CE 4.564 (4.374)] [KD 4.161 (4.094)] 2024-10-13 09:09:09,033 - Train: 41.51% [519300/1251000] [415.1/1000.0] [batch_t 0.227 (0.242)] [data_t 0.006] [optim_t 0.221] [lr 0.001906] [CE 4.277 (4.409)] [KD 3.973 (4.086)] 2024-10-13 09:09:20,832 - Train: 41.51% [519350/1251000] [415.1/1000.0] [batch_t 0.221 (0.236)] [data_t 0.010] [optim_t 0.210] [lr 0.001906] [CE 4.014 (4.382)] [KD 3.960 (4.088)] 2024-10-13 09:09:32,540 - Train: 41.52% [519400/1251000] [415.2/1000.0] [batch_t 0.229 (0.234)] [data_t 0.008] [optim_t 0.220] [lr 0.001906] [CE 4.045 (4.395)] [KD 3.809 (4.097)] 2024-10-13 09:09:44,291 - Train: 41.52% [519450/1251000] [415.2/1000.0] [batch_t 0.227 (0.235)] [data_t 0.008] [optim_t 0.219] [lr 0.001906] [CE 4.442 (4.363)] [KD 4.163 (4.088)] 2024-10-13 09:09:56,181 - Train: 41.53% [519500/1251000] [415.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.001906] [CE 4.467 (4.334)] [KD 3.988 (4.045)] 2024-10-13 09:10:08,244 - Train: 41.53% [519550/1251000] [415.3/1000.0] [batch_t 0.241 (0.241)] [data_t 0.006] [optim_t 0.235] [lr 0.001905] [CE 4.272 (4.452)] [KD 4.185 (4.103)] 2024-10-13 09:10:20,715 - Train: 41.53% [519600/1251000] [415.3/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001905] [CE 4.147 (4.406)] [KD 4.074 (4.069)] 2024-10-13 09:10:32,613 - Train: 41.54% [519650/1251000] [415.4/1000.0] [batch_t 0.236 (0.238)] [data_t 0.011] [optim_t 0.225] [lr 0.001905] [CE 4.613 (4.459)] [KD 4.350 (4.138)] 2024-10-13 09:10:44,221 - Train: 41.54% [519700/1251000] [415.4/1000.0] [batch_t 0.218 (0.232)] [data_t 0.007] [optim_t 0.211] [lr 0.001905] [CE 4.538 (4.415)] [KD 4.095 (4.129)] 2024-10-13 09:10:55,717 - Train: 41.55% [519750/1251000] [415.5/1000.0] [batch_t 0.231 (0.230)] [data_t 0.008] [optim_t 0.223] [lr 0.001905] [CE 4.378 (4.414)] [KD 4.040 (4.191)] 2024-10-13 09:11:07,312 - Train: 41.55% [519800/1251000] [415.5/1000.0] [batch_t 0.228 (0.232)] [data_t 0.007] [optim_t 0.221] [lr 0.001905] [CE 3.801 (4.445)] [KD 4.034 (4.212)] 2024-10-13 09:11:19,957 - Train: 41.55% [519850/1251000] [415.5/1000.0] [batch_t 0.533 (0.253)] [data_t 0.007] [optim_t 0.527] [lr 0.001904] [CE 4.401 (4.433)] [KD 3.981 (4.173)] 2024-10-13 09:11:31,711 - Train: 41.56% [519900/1251000] [415.6/1000.0] [batch_t 0.245 (0.235)] [data_t 0.008] [optim_t 0.237] [lr 0.001904] [CE 4.350 (4.413)] [KD 4.141 (4.113)] 2024-10-13 09:11:43,832 - Train: 41.56% [519950/1251000] [415.6/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.001904] [CE 4.406 (4.443)] [KD 3.992 (4.127)] 2024-10-13 09:11:55,709 - Train: 41.57% [520000/1251000] [415.7/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.223] [lr 0.001904] [CE 4.046 (4.401)] [KD 3.979 (4.065)] 2024-10-13 09:12:07,532 - Train: 41.57% [520050/1251000] [415.7/1000.0] [batch_t 0.222 (0.236)] [data_t 0.010] [optim_t 0.212] [lr 0.001904] [CE 4.468 (4.334)] [KD 4.215 (4.100)] 2024-10-13 09:12:19,108 - Train: 41.57% [520100/1251000] [415.7/1000.0] [batch_t 0.228 (0.231)] [data_t 0.007] [optim_t 0.222] [lr 0.001903] [CE 3.883 (4.430)] [KD 4.045 (4.174)] 2024-10-13 09:12:30,796 - Train: 41.58% [520150/1251000] [415.8/1000.0] [batch_t 0.233 (0.234)] [data_t 0.007] [optim_t 0.225] [lr 0.001903] [CE 4.308 (4.366)] [KD 4.151 (4.145)] 2024-10-13 09:12:42,693 - Train: 41.58% [520200/1251000] [415.8/1000.0] [batch_t 0.215 (0.238)] [data_t 0.006] [optim_t 0.209] [lr 0.001903] [CE 4.325 (4.389)] [KD 4.078 (4.164)] 2024-10-13 09:12:54,961 - Train: 41.59% [520250/1251000] [415.9/1000.0] [batch_t 0.230 (0.245)] [data_t 0.011] [optim_t 0.219] [lr 0.001903] [CE 4.251 (4.441)] [KD 3.922 (4.163)] 2024-10-13 09:13:06,757 - Train: 41.59% [520300/1251000] [415.9/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.001903] [CE 4.199 (4.389)] [KD 4.226 (4.202)] 2024-10-13 09:13:18,545 - Train: 41.59% [520350/1251000] [415.9/1000.0] [batch_t 0.249 (0.236)] [data_t 0.008] [optim_t 0.241] [lr 0.001903] [CE 4.207 (4.341)] [KD 4.145 (4.090)] 2024-10-13 09:13:30,385 - Train: 41.60% [520400/1251000] [416.0/1000.0] [batch_t 0.228 (0.237)] [data_t 0.010] [optim_t 0.218] [lr 0.001902] [CE 4.547 (4.451)] [KD 4.266 (4.160)] 2024-10-13 09:13:42,351 - Test (net): 100.00% [50/50] [batch_t 0.292 (0.159)] [top1_cnt 36143] [top5_cnt 45495] [top_all 50000] 2024-10-13 09:13:42,352 - net: 72.286 (90.990) 2024-10-13 09:13:51,541 - Test (net_E): 100.00% [50/50] [batch_t 0.518 (0.168)] [top1_cnt 38651] [top5_cnt 46774] [top_all 50000] 2024-10-13 09:13:51,542 - net_E: 77.302 (93.548) 2024-10-13 09:13:51,740 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.350 (epoch: 415)] 2024-10-13 09:13:51,741 - ==> Total time: 1 day, 12:35:44 Eta: 2 days, 3:22:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:14:03,866 - Train: 41.60% [520450/1251000] [416.0/1000.0] [batch_t 0.220 (0.266)] [data_t 0.009] [optim_t 0.211] [lr 0.001902] [CE 4.117 (4.327)] [KD 3.932 (4.051)] 2024-10-13 09:14:15,848 - Train: 41.61% [520500/1251000] [416.1/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.001902] [CE 4.150 (4.376)] [KD 3.989 (4.156)] 2024-10-13 09:14:28,256 - Train: 41.61% [520550/1251000] [416.1/1000.0] [batch_t 0.253 (0.248)] [data_t 0.010] [optim_t 0.243] [lr 0.001902] [CE 4.305 (4.438)] [KD 3.987 (4.152)] 2024-10-13 09:14:39,963 - Train: 41.61% [520600/1251000] [416.1/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.001902] [CE 4.172 (4.490)] [KD 4.052 (4.136)] 2024-10-13 09:14:51,959 - Train: 41.62% [520650/1251000] [416.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001902] [CE 3.888 (4.460)] [KD 4.085 (4.102)] 2024-10-13 09:15:03,610 - Train: 41.62% [520700/1251000] [416.2/1000.0] [batch_t 0.234 (0.233)] [data_t 0.007] [optim_t 0.228] [lr 0.001901] [CE 4.287 (4.378)] [KD 3.967 (4.086)] 2024-10-13 09:15:15,530 - Train: 41.63% [520750/1251000] [416.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.006] [optim_t 0.226] [lr 0.001901] [CE 4.437 (4.335)] [KD 4.287 (4.048)] 2024-10-13 09:15:27,885 - Train: 41.63% [520800/1251000] [416.3/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.001901] [CE 4.114 (4.385)] [KD 4.102 (4.110)] 2024-10-13 09:15:40,332 - Train: 41.63% [520850/1251000] [416.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.001901] [CE 4.354 (4.431)] [KD 4.218 (4.113)] 2024-10-13 09:15:51,851 - Train: 41.64% [520900/1251000] [416.4/1000.0] [batch_t 0.223 (0.230)] [data_t 0.008] [optim_t 0.214] [lr 0.001901] [CE 4.345 (4.457)] [KD 3.932 (4.158)] 2024-10-13 09:16:03,702 - Train: 41.64% [520950/1251000] [416.4/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.213] [lr 0.001900] [CE 4.435 (4.405)] [KD 3.989 (4.104)] 2024-10-13 09:16:15,222 - Train: 41.65% [521000/1251000] [416.5/1000.0] [batch_t 0.218 (0.230)] [data_t 0.007] [optim_t 0.211] [lr 0.001900] [CE 4.935 (4.473)] [KD 4.595 (4.130)] 2024-10-13 09:16:27,267 - Train: 41.65% [521050/1251000] [416.5/1000.0] [batch_t 0.213 (0.241)] [data_t 0.008] [optim_t 0.205] [lr 0.001900] [CE 4.364 (4.458)] [KD 4.161 (4.144)] 2024-10-13 09:16:39,040 - Train: 41.65% [521100/1251000] [416.5/1000.0] [batch_t 0.227 (0.235)] [data_t 0.010] [optim_t 0.217] [lr 0.001900] [CE 4.083 (4.344)] [KD 3.901 (4.094)] 2024-10-13 09:16:51,123 - Train: 41.66% [521150/1251000] [416.6/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.216] [lr 0.001900] [CE 4.140 (4.400)] [KD 4.070 (4.142)] 2024-10-13 09:17:02,683 - Train: 41.66% [521200/1251000] [416.6/1000.0] [batch_t 0.235 (0.231)] [data_t 0.008] [optim_t 0.227] [lr 0.001900] [CE 4.389 (4.424)] [KD 3.950 (4.120)] 2024-10-13 09:17:14,551 - Train: 41.67% [521250/1251000] [416.7/1000.0] [batch_t 0.198 (0.237)] [data_t 0.006] [optim_t 0.192] [lr 0.001899] [CE 4.059 (4.412)] [KD 4.005 (4.089)] 2024-10-13 09:17:25,806 - Train: 41.67% [521300/1251000] [416.7/1000.0] [batch_t 0.237 (0.225)] [data_t 0.009] [optim_t 0.228] [lr 0.001899] [CE 4.178 (4.417)] [KD 4.201 (4.081)] 2024-10-13 09:17:37,974 - Train: 41.67% [521350/1251000] [416.7/1000.0] [batch_t 0.219 (0.243)] [data_t 0.009] [optim_t 0.211] [lr 0.001899] [CE 4.786 (4.387)] [KD 4.306 (4.077)] 2024-10-13 09:17:49,848 - Train: 41.68% [521400/1251000] [416.8/1000.0] [batch_t 0.218 (0.237)] [data_t 0.007] [optim_t 0.211] [lr 0.001899] [CE 4.484 (4.430)] [KD 4.191 (4.071)] 2024-10-13 09:18:01,685 - Train: 41.68% [521450/1251000] [416.8/1000.0] [batch_t 0.461 (0.237)] [data_t 0.007] [optim_t 0.454] [lr 0.001899] [CE 4.000 (4.452)] [KD 3.699 (4.183)] 2024-10-13 09:18:13,374 - Train: 41.69% [521500/1251000] [416.9/1000.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.220] [lr 0.001898] [CE 4.196 (4.381)] [KD 4.009 (4.080)] 2024-10-13 09:18:25,199 - Train: 41.69% [521550/1251000] [416.9/1000.0] [batch_t 0.229 (0.236)] [data_t 0.010] [optim_t 0.219] [lr 0.001898] [CE 4.688 (4.459)] [KD 4.285 (4.176)] 2024-10-13 09:18:36,822 - Train: 41.69% [521600/1251000] [416.9/1000.0] [batch_t 0.245 (0.232)] [data_t 0.007] [optim_t 0.239] [lr 0.001898] [CE 4.809 (4.410)] [KD 4.266 (4.132)] 2024-10-13 09:18:48,888 - Train: 41.70% [521650/1251000] [417.0/1000.0] [batch_t 0.505 (0.241)] [data_t 0.009] [optim_t 0.496] [lr 0.001898] [CE 4.603 (4.458)] [KD 4.198 (4.146)] 2024-10-13 09:19:01,215 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 36135] [top5_cnt 45524] [top_all 50000] 2024-10-13 09:19:01,215 - net: 72.270 (91.048) 2024-10-13 09:19:09,924 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.159)] [top1_cnt 38617] [top5_cnt 46754] [top_all 50000] 2024-10-13 09:19:09,925 - net_E: 77.234 (93.508) 2024-10-13 09:19:10,116 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.350 (epoch: 415)] 2024-10-13 09:19:10,116 - ==> Total time: 1 day, 12:41:02 Eta: 2 days, 3:17:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:19:21,723 - Train: 41.70% [521700/1251000] [417.0/1000.0] [batch_t 0.226 (0.254)] [data_t 0.009] [optim_t 0.217] [lr 0.001898] [CE 4.578 (4.438)] [KD 4.412 (4.120)] 2024-10-13 09:19:33,666 - Train: 41.71% [521750/1251000] [417.1/1000.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.001898] [CE 4.302 (4.399)] [KD 4.118 (4.044)] 2024-10-13 09:19:45,247 - Train: 41.71% [521800/1251000] [417.1/1000.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.001897] [CE 4.862 (4.344)] [KD 4.157 (4.038)] 2024-10-13 09:19:57,382 - Train: 41.71% [521850/1251000] [417.1/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.001897] [CE 4.499 (4.344)] [KD 4.037 (4.034)] 2024-10-13 09:20:09,120 - Train: 41.72% [521900/1251000] [417.2/1000.0] [batch_t 0.238 (0.235)] [data_t 0.006] [optim_t 0.232] [lr 0.001897] [CE 4.841 (4.467)] [KD 4.166 (4.122)] 2024-10-13 09:20:21,494 - Train: 41.72% [521950/1251000] [417.2/1000.0] [batch_t 0.232 (0.247)] [data_t 0.007] [optim_t 0.225] [lr 0.001897] [CE 4.800 (4.427)] [KD 4.436 (4.144)] 2024-10-13 09:20:33,453 - Train: 41.73% [522000/1251000] [417.3/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.001897] [CE 4.269 (4.383)] [KD 4.075 (4.050)] 2024-10-13 09:20:45,296 - Train: 41.73% [522050/1251000] [417.3/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.001896] [CE 4.402 (4.415)] [KD 4.078 (4.116)] 2024-10-13 09:20:57,260 - Train: 41.73% [522100/1251000] [417.3/1000.0] [batch_t 0.220 (0.239)] [data_t 0.007] [optim_t 0.212] [lr 0.001896] [CE 4.817 (4.369)] [KD 4.250 (4.110)] 2024-10-13 09:21:09,108 - Train: 41.74% [522150/1251000] [417.4/1000.0] [batch_t 0.240 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.001896] [CE 3.996 (4.427)] [KD 3.871 (4.122)] 2024-10-13 09:21:20,807 - Train: 41.74% [522200/1251000] [417.4/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.001896] [CE 4.595 (4.342)] [KD 4.287 (4.046)] 2024-10-13 09:21:32,745 - Train: 41.75% [522250/1251000] [417.5/1000.0] [batch_t 0.247 (0.239)] [data_t 0.010] [optim_t 0.237] [lr 0.001896] [CE 4.103 (4.326)] [KD 4.017 (4.103)] 2024-10-13 09:21:44,678 - Train: 41.75% [522300/1251000] [417.5/1000.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.001896] [CE 4.303 (4.402)] [KD 3.915 (4.083)] 2024-10-13 09:21:56,112 - Train: 41.75% [522350/1251000] [417.5/1000.0] [batch_t 0.224 (0.228)] [data_t 0.007] [optim_t 0.217] [lr 0.001895] [CE 4.631 (4.379)] [KD 4.184 (4.090)] 2024-10-13 09:22:08,196 - Train: 41.76% [522400/1251000] [417.6/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.001895] [CE 4.525 (4.414)] [KD 4.183 (4.057)] 2024-10-13 09:22:20,195 - Train: 41.76% [522450/1251000] [417.6/1000.0] [batch_t 0.229 (0.240)] [data_t 0.008] [optim_t 0.221] [lr 0.001895] [CE 4.219 (4.415)] [KD 3.788 (4.076)] 2024-10-13 09:22:31,864 - Train: 41.77% [522500/1251000] [417.7/1000.0] [batch_t 0.226 (0.233)] [data_t 0.008] [optim_t 0.217] [lr 0.001895] [CE 4.719 (4.403)] [KD 4.352 (4.159)] 2024-10-13 09:22:43,987 - Train: 41.77% [522550/1251000] [417.7/1000.0] [batch_t 0.228 (0.242)] [data_t 0.007] [optim_t 0.221] [lr 0.001895] [CE 4.740 (4.414)] [KD 4.278 (4.089)] 2024-10-13 09:22:55,820 - Train: 41.77% [522600/1251000] [417.7/1000.0] [batch_t 0.225 (0.236)] [data_t 0.010] [optim_t 0.215] [lr 0.001894] [CE 4.433 (4.420)] [KD 4.112 (4.088)] 2024-10-13 09:23:08,129 - Train: 41.78% [522650/1251000] [417.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.011] [optim_t 0.222] [lr 0.001894] [CE 4.476 (4.428)] [KD 4.223 (4.191)] 2024-10-13 09:23:19,806 - Train: 41.78% [522700/1251000] [417.8/1000.0] [batch_t 0.228 (0.233)] [data_t 0.010] [optim_t 0.218] [lr 0.001894] [CE 4.268 (4.294)] [KD 3.903 (4.103)] 2024-10-13 09:23:31,917 - Train: 41.79% [522750/1251000] [417.9/1000.0] [batch_t 0.221 (0.242)] [data_t 0.010] [optim_t 0.211] [lr 0.001894] [CE 4.227 (4.419)] [KD 3.922 (4.114)] 2024-10-13 09:23:43,785 - Train: 41.79% [522800/1251000] [417.9/1000.0] [batch_t 0.417 (0.237)] [data_t 0.009] [optim_t 0.408] [lr 0.001894] [CE 4.340 (4.381)] [KD 4.100 (4.084)] 2024-10-13 09:23:55,835 - Train: 41.79% [522850/1251000] [417.9/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.001894] [CE 4.576 (4.412)] [KD 3.881 (4.063)] 2024-10-13 09:24:07,494 - Train: 41.80% [522900/1251000] [418.0/1000.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.001893] [CE 4.314 (4.469)] [KD 4.292 (4.166)] 2024-10-13 09:24:19,989 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.160)] [top1_cnt 36140] [top5_cnt 45502] [top_all 50000] 2024-10-13 09:24:19,989 - net: 72.280 (91.004) 2024-10-13 09:24:29,173 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 38649] [top5_cnt 46745] [top_all 50000] 2024-10-13 09:24:29,174 - net_E: 77.298 (93.490) 2024-10-13 09:24:29,383 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.350 (epoch: 415)] 2024-10-13 09:24:29,383 - ==> Total time: 1 day, 12:46:22 Eta: 2 days, 3:12:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:24:40,448 - Train: 41.80% [522950/1251000] [418.0/1000.0] [batch_t 0.232 (0.258)] [data_t 0.007] [optim_t 0.224] [lr 0.001893] [CE 4.711 (4.296)] [KD 4.226 (3.999)] 2024-10-13 09:24:52,692 - Train: 41.81% [523000/1251000] [418.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.011] [optim_t 0.222] [lr 0.001893] [CE 4.076 (4.403)] [KD 3.768 (4.076)] 2024-10-13 09:25:04,655 - Train: 41.81% [523050/1251000] [418.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.007] [optim_t 0.225] [lr 0.001893] [CE 4.529 (4.369)] [KD 4.179 (4.089)] 2024-10-13 09:25:16,762 - Train: 41.81% [523100/1251000] [418.1/1000.0] [batch_t 0.225 (0.242)] [data_t 0.007] [optim_t 0.219] [lr 0.001893] [CE 4.757 (4.296)] [KD 4.136 (4.076)] 2024-10-13 09:25:28,973 - Train: 41.82% [523150/1251000] [418.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.001893] [CE 4.141 (4.324)] [KD 4.425 (4.095)] 2024-10-13 09:25:40,866 - Train: 41.82% [523200/1251000] [418.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.001892] [CE 4.547 (4.346)] [KD 4.105 (4.093)] 2024-10-13 09:25:53,536 - Train: 41.83% [523250/1251000] [418.3/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.001892] [CE 4.251 (4.349)] [KD 4.198 (4.106)] 2024-10-13 09:26:05,500 - Train: 41.83% [523300/1251000] [418.3/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.001892] [CE 4.140 (4.426)] [KD 3.792 (4.143)] 2024-10-13 09:26:17,390 - Train: 41.83% [523350/1251000] [418.3/1000.0] [batch_t 0.241 (0.238)] [data_t 0.007] [optim_t 0.234] [lr 0.001892] [CE 4.221 (4.377)] [KD 3.982 (4.112)] 2024-10-13 09:26:29,927 - Train: 41.84% [523400/1251000] [418.4/1000.0] [batch_t 0.240 (0.251)] [data_t 0.008] [optim_t 0.232] [lr 0.001892] [CE 4.186 (4.401)] [KD 3.910 (4.108)] 2024-10-13 09:26:42,340 - Train: 41.84% [523450/1251000] [418.4/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.001891] [CE 4.330 (4.380)] [KD 3.863 (4.119)] 2024-10-13 09:26:54,117 - Train: 41.85% [523500/1251000] [418.5/1000.0] [batch_t 0.226 (0.235)] [data_t 0.006] [optim_t 0.219] [lr 0.001891] [CE 4.947 (4.402)] [KD 4.302 (4.144)] 2024-10-13 09:27:06,455 - Train: 41.85% [523550/1251000] [418.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.001891] [CE 4.941 (4.428)] [KD 4.464 (4.156)] 2024-10-13 09:27:18,936 - Train: 41.85% [523600/1251000] [418.5/1000.0] [batch_t 0.223 (0.249)] [data_t 0.009] [optim_t 0.214] [lr 0.001891] [CE 4.749 (4.421)] [KD 4.210 (4.150)] 2024-10-13 09:27:31,433 - Train: 41.86% [523650/1251000] [418.6/1000.0] [batch_t 0.232 (0.250)] [data_t 0.007] [optim_t 0.225] [lr 0.001891] [CE 4.447 (4.497)] [KD 4.256 (4.167)] 2024-10-13 09:27:43,355 - Train: 41.86% [523700/1251000] [418.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001891] [CE 4.341 (4.414)] [KD 4.149 (4.193)] 2024-10-13 09:27:55,580 - Train: 41.87% [523750/1251000] [418.7/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.221] [lr 0.001890] [CE 4.568 (4.430)] [KD 4.349 (4.146)] 2024-10-13 09:28:07,664 - Train: 41.87% [523800/1251000] [418.7/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.001890] [CE 4.614 (4.483)] [KD 4.079 (4.151)] 2024-10-13 09:28:20,234 - Train: 41.87% [523850/1251000] [418.7/1000.0] [batch_t 0.236 (0.251)] [data_t 0.010] [optim_t 0.226] [lr 0.001890] [CE 3.736 (4.363)] [KD 3.862 (4.154)] 2024-10-13 09:28:32,300 - Train: 41.88% [523900/1251000] [418.8/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.001890] [CE 3.998 (4.355)] [KD 3.882 (4.116)] 2024-10-13 09:28:43,848 - Train: 41.88% [523950/1251000] [418.8/1000.0] [batch_t 0.233 (0.231)] [data_t 0.010] [optim_t 0.223] [lr 0.001890] [CE 4.505 (4.438)] [KD 4.076 (4.105)] 2024-10-13 09:28:56,504 - Train: 41.89% [524000/1251000] [418.9/1000.0] [batch_t 0.228 (0.253)] [data_t 0.009] [optim_t 0.219] [lr 0.001889] [CE 4.560 (4.376)] [KD 4.275 (4.161)] 2024-10-13 09:29:08,661 - Train: 41.89% [524050/1251000] [418.9/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.001889] [CE 4.555 (4.378)] [KD 4.265 (4.128)] 2024-10-13 09:29:20,429 - Train: 41.89% [524100/1251000] [418.9/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.001889] [CE 4.625 (4.390)] [KD 4.358 (4.137)] 2024-10-13 09:29:32,599 - Train: 41.90% [524150/1251000] [419.0/1000.0] [batch_t 0.226 (0.243)] [data_t 0.007] [optim_t 0.219] [lr 0.001889] [CE 4.447 (4.482)] [KD 4.161 (4.157)] 2024-10-13 09:29:45,683 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.167)] [top1_cnt 36023] [top5_cnt 45415] [top_all 50000] 2024-10-13 09:29:45,684 - net: 72.046 (90.830) 2024-10-13 09:29:54,455 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 38621] [top5_cnt 46730] [top_all 50000] 2024-10-13 09:29:54,456 - net_E: 77.242 (93.460) 2024-10-13 09:29:54,664 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.350 (epoch: 415)] 2024-10-13 09:29:54,665 - ==> Total time: 1 day, 12:51:47 Eta: 2 days, 3:06:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:30:05,999 - Train: 41.90% [524200/1251000] [419.0/1000.0] [batch_t 0.230 (0.266)] [data_t 0.008] [optim_t 0.222] [lr 0.001889] [CE 4.250 (4.329)] [KD 4.040 (4.025)] 2024-10-13 09:30:18,145 - Train: 41.91% [524250/1251000] [419.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.001889] [CE 4.683 (4.372)] [KD 4.155 (4.076)] 2024-10-13 09:30:30,860 - Train: 41.91% [524300/1251000] [419.1/1000.0] [batch_t 0.234 (0.254)] [data_t 0.008] [optim_t 0.226] [lr 0.001888] [CE 4.402 (4.387)] [KD 4.254 (4.059)] 2024-10-13 09:30:42,603 - Train: 41.91% [524350/1251000] [419.1/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.001888] [CE 4.813 (4.360)] [KD 4.275 (4.075)] 2024-10-13 09:30:54,287 - Train: 41.92% [524400/1251000] [419.2/1000.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.001888] [CE 3.952 (4.372)] [KD 3.822 (4.081)] 2024-10-13 09:31:06,263 - Train: 41.92% [524450/1251000] [419.2/1000.0] [batch_t 0.227 (0.239)] [data_t 0.006] [optim_t 0.221] [lr 0.001888] [CE 4.696 (4.442)] [KD 4.365 (4.160)] 2024-10-13 09:31:17,786 - Train: 41.93% [524500/1251000] [419.3/1000.0] [batch_t 0.238 (0.230)] [data_t 0.007] [optim_t 0.231] [lr 0.001888] [CE 4.339 (4.369)] [KD 4.057 (4.113)] 2024-10-13 09:31:30,465 - Train: 41.93% [524550/1251000] [419.3/1000.0] [batch_t 0.218 (0.253)] [data_t 0.007] [optim_t 0.211] [lr 0.001887] [CE 4.732 (4.402)] [KD 4.352 (4.074)] 2024-10-13 09:31:42,460 - Train: 41.93% [524600/1251000] [419.3/1000.0] [batch_t 0.215 (0.240)] [data_t 0.010] [optim_t 0.205] [lr 0.001887] [CE 4.353 (4.355)] [KD 4.245 (4.065)] 2024-10-13 09:31:54,324 - Train: 41.94% [524650/1251000] [419.4/1000.0] [batch_t 0.215 (0.237)] [data_t 0.007] [optim_t 0.209] [lr 0.001887] [CE 4.664 (4.426)] [KD 4.270 (4.117)] 2024-10-13 09:32:06,029 - Train: 41.94% [524700/1251000] [419.4/1000.0] [batch_t 0.235 (0.234)] [data_t 0.010] [optim_t 0.225] [lr 0.001887] [CE 3.850 (4.408)] [KD 4.121 (4.108)] 2024-10-13 09:32:18,177 - Train: 41.95% [524750/1251000] [419.5/1000.0] [batch_t 0.244 (0.243)] [data_t 0.011] [optim_t 0.233] [lr 0.001887] [CE 4.418 (4.429)] [KD 4.133 (4.142)] 2024-10-13 09:32:30,074 - Train: 41.95% [524800/1251000] [419.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.010] [optim_t 0.223] [lr 0.001887] [CE 4.290 (4.320)] [KD 4.118 (4.057)] 2024-10-13 09:32:42,119 - Train: 41.95% [524850/1251000] [419.5/1000.0] [batch_t 0.484 (0.241)] [data_t 0.007] [optim_t 0.477] [lr 0.001886] [CE 5.166 (4.447)] [KD 4.459 (4.143)] 2024-10-13 09:32:53,954 - Train: 41.96% [524900/1251000] [419.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.006] [optim_t 0.232] [lr 0.001886] [CE 4.532 (4.447)] [KD 4.284 (4.128)] 2024-10-13 09:33:06,191 - Train: 41.96% [524950/1251000] [419.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001886] [CE 4.038 (4.425)] [KD 4.046 (4.108)] 2024-10-13 09:33:18,015 - Train: 41.97% [525000/1251000] [419.7/1000.0] [batch_t 0.242 (0.236)] [data_t 0.008] [optim_t 0.234] [lr 0.001886] [CE 4.216 (4.380)] [KD 4.280 (4.093)] 2024-10-13 09:33:29,969 - Train: 41.97% [525050/1251000] [419.7/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.001886] [CE 4.054 (4.446)] [KD 4.103 (4.163)] 2024-10-13 09:33:41,819 - Train: 41.97% [525100/1251000] [419.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.230] [lr 0.001885] [CE 4.581 (4.440)] [KD 4.249 (4.117)] 2024-10-13 09:33:53,378 - Train: 41.98% [525150/1251000] [419.8/1000.0] [batch_t 0.229 (0.231)] [data_t 0.010] [optim_t 0.219] [lr 0.001885] [CE 4.876 (4.366)] [KD 4.372 (4.091)] 2024-10-13 09:34:05,670 - Train: 41.98% [525200/1251000] [419.8/1000.0] [batch_t 0.228 (0.246)] [data_t 0.006] [optim_t 0.221] [lr 0.001885] [CE 4.460 (4.388)] [KD 4.063 (4.089)] 2024-10-13 09:34:17,950 - Train: 41.99% [525250/1251000] [419.9/1000.0] [batch_t 0.254 (0.245)] [data_t 0.007] [optim_t 0.247] [lr 0.001885] [CE 4.970 (4.379)] [KD 4.261 (4.052)] 2024-10-13 09:34:29,973 - Train: 41.99% [525300/1251000] [419.9/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.001885] [CE 4.396 (4.460)] [KD 3.961 (4.108)] 2024-10-13 09:34:41,828 - Train: 41.99% [525350/1251000] [419.9/1000.0] [batch_t 0.215 (0.237)] [data_t 0.006] [optim_t 0.209] [lr 0.001885] [CE 4.227 (4.392)] [KD 3.910 (4.112)] 2024-10-13 09:34:53,696 - Train: 42.00% [525400/1251000] [420.0/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.217] [lr 0.001884] [CE 3.958 (4.371)] [KD 3.859 (4.119)] 2024-10-13 09:35:06,622 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 36212] [top5_cnt 45564] [top_all 50000] 2024-10-13 09:35:06,622 - net: 72.424 (91.128) 2024-10-13 09:35:15,317 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.158)] [top1_cnt 38635] [top5_cnt 46734] [top_all 50000] 2024-10-13 09:35:15,317 - net_E: 77.270 (93.468) 2024-10-13 09:35:15,529 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.350 (epoch: 415)] 2024-10-13 09:35:15,530 - ==> Total time: 1 day, 12:57:08 Eta: 2 days, 3:01:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:35:35,019 - Train: 42.00% [525450/1251000] [420.0/1000.0] [batch_t 0.234 (0.271)] [data_t 0.010] [optim_t 0.225] [lr 0.001884] [CE 4.633 (4.466)] [KD 4.400 (4.079)] 2024-10-13 09:35:47,363 - Train: 42.01% [525500/1251000] [420.1/1000.0] [batch_t 0.218 (0.247)] [data_t 0.010] [optim_t 0.209] [lr 0.001884] [CE 3.998 (4.412)] [KD 3.978 (4.081)] 2024-10-13 09:35:59,863 - Train: 42.01% [525550/1251000] [420.1/1000.0] [batch_t 0.237 (0.250)] [data_t 0.010] [optim_t 0.227] [lr 0.001884] [CE 4.227 (4.350)] [KD 4.004 (4.032)] 2024-10-13 09:36:12,270 - Train: 42.01% [525600/1251000] [420.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001884] [CE 4.316 (4.422)] [KD 4.196 (4.085)] 2024-10-13 09:36:24,296 - Train: 42.02% [525650/1251000] [420.2/1000.0] [batch_t 0.403 (0.240)] [data_t 0.009] [optim_t 0.394] [lr 0.001883] [CE 4.465 (4.323)] [KD 4.190 (4.033)] 2024-10-13 09:36:36,455 - Train: 42.02% [525700/1251000] [420.2/1000.0] [batch_t 0.259 (0.243)] [data_t 0.006] [optim_t 0.253] [lr 0.001883] [CE 4.031 (4.385)] [KD 4.023 (4.063)] 2024-10-13 09:36:48,790 - Train: 42.03% [525750/1251000] [420.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.008] [optim_t 0.230] [lr 0.001883] [CE 4.172 (4.401)] [KD 4.057 (4.085)] 2024-10-13 09:37:00,599 - Train: 42.03% [525800/1251000] [420.3/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.001883] [CE 4.210 (4.385)] [KD 4.019 (4.142)] 2024-10-13 09:37:12,398 - Train: 42.03% [525850/1251000] [420.3/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.001883] [CE 4.760 (4.468)] [KD 4.178 (4.119)] 2024-10-13 09:37:24,724 - Train: 42.04% [525900/1251000] [420.4/1000.0] [batch_t 0.247 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.001883] [CE 4.452 (4.428)] [KD 4.095 (4.158)] 2024-10-13 09:37:36,985 - Train: 42.04% [525950/1251000] [420.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001882] [CE 4.412 (4.338)] [KD 4.232 (4.089)] 2024-10-13 09:37:49,092 - Train: 42.05% [526000/1251000] [420.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.001882] [CE 4.615 (4.425)] [KD 4.065 (4.122)] 2024-10-13 09:38:00,901 - Train: 42.05% [526050/1251000] [420.5/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.001882] [CE 4.443 (4.416)] [KD 4.166 (4.085)] 2024-10-13 09:38:12,784 - Train: 42.05% [526100/1251000] [420.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.001882] [CE 4.410 (4.425)] [KD 4.135 (4.108)] 2024-10-13 09:38:25,222 - Train: 42.06% [526150/1251000] [420.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.008] [optim_t 0.225] [lr 0.001882] [CE 4.662 (4.435)] [KD 4.257 (4.091)] 2024-10-13 09:38:37,069 - Train: 42.06% [526200/1251000] [420.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.001881] [CE 4.366 (4.312)] [KD 3.740 (4.012)] 2024-10-13 09:38:48,743 - Train: 42.07% [526250/1251000] [420.7/1000.0] [batch_t 0.243 (0.233)] [data_t 0.007] [optim_t 0.236] [lr 0.001881] [CE 4.721 (4.383)] [KD 4.301 (4.097)] 2024-10-13 09:39:01,082 - Train: 42.07% [526300/1251000] [420.7/1000.0] [batch_t 0.226 (0.247)] [data_t 0.009] [optim_t 0.217] [lr 0.001881] [CE 4.429 (4.381)] [KD 4.210 (4.062)] 2024-10-13 09:39:13,067 - Train: 42.07% [526350/1251000] [420.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.010] [optim_t 0.225] [lr 0.001881] [CE 4.596 (4.379)] [KD 4.184 (4.066)] 2024-10-13 09:39:24,524 - Train: 42.08% [526400/1251000] [420.8/1000.0] [batch_t 0.222 (0.229)] [data_t 0.007] [optim_t 0.215] [lr 0.001881] [CE 4.662 (4.428)] [KD 4.304 (4.165)] 2024-10-13 09:39:36,668 - Train: 42.08% [526450/1251000] [420.8/1000.0] [batch_t 0.242 (0.243)] [data_t 0.008] [optim_t 0.233] [lr 0.001881] [CE 4.299 (4.375)] [KD 3.975 (4.146)] 2024-10-13 09:39:48,655 - Train: 42.09% [526500/1251000] [420.9/1000.0] [batch_t 0.225 (0.240)] [data_t 0.008] [optim_t 0.217] [lr 0.001880] [CE 4.321 (4.360)] [KD 3.890 (4.123)] 2024-10-13 09:40:00,468 - Train: 42.09% [526550/1251000] [420.9/1000.0] [batch_t 0.222 (0.236)] [data_t 0.008] [optim_t 0.214] [lr 0.001880] [CE 4.022 (4.350)] [KD 3.746 (4.113)] 2024-10-13 09:40:12,475 - Train: 42.09% [526600/1251000] [420.9/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.001880] [CE 4.522 (4.394)] [KD 4.264 (4.159)] 2024-10-13 09:40:24,345 - Train: 42.10% [526650/1251000] [421.0/1000.0] [batch_t 0.247 (0.237)] [data_t 0.010] [optim_t 0.237] [lr 0.001880] [CE 4.422 (4.354)] [KD 4.265 (4.154)] 2024-10-13 09:40:37,224 - Test (net): 100.00% [50/50] [batch_t 0.293 (0.156)] [top1_cnt 36048] [top5_cnt 45446] [top_all 50000] 2024-10-13 09:40:37,225 - net: 72.096 (90.892) 2024-10-13 09:40:46,481 - Test (net_E): 100.00% [50/50] [batch_t 0.311 (0.168)] [top1_cnt 38629] [top5_cnt 46746] [top_all 50000] 2024-10-13 09:40:46,482 - net_E: 77.258 (93.492) 2024-10-13 09:40:46,732 - Max [top1: 72.838 (epoch: 411)] [top1-ema: 77.350 (epoch: 415)] 2024-10-13 09:40:46,732 - ==> Total time: 1 day, 13:02:39 Eta: 2 days, 2:56:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:40:58,131 - Train: 42.10% [526700/1251000] [421.0/1000.0] [batch_t 0.447 (0.274)] [data_t 0.010] [optim_t 0.436] [lr 0.001880] [CE 4.554 (4.430)] [KD 4.094 (4.106)] 2024-10-13 09:41:10,317 - Train: 42.11% [526750/1251000] [421.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.001880] [CE 4.493 (4.360)] [KD 4.182 (4.049)] 2024-10-13 09:41:22,629 - Train: 42.11% [526800/1251000] [421.1/1000.0] [batch_t 0.229 (0.246)] [data_t 0.007] [optim_t 0.221] [lr 0.001879] [CE 4.353 (4.410)] [KD 4.136 (4.051)] 2024-10-13 09:41:34,574 - Train: 42.11% [526850/1251000] [421.1/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001879] [CE 4.168 (4.428)] [KD 3.928 (4.120)] 2024-10-13 09:41:46,653 - Train: 42.12% [526900/1251000] [421.2/1000.0] [batch_t 0.224 (0.241)] [data_t 0.007] [optim_t 0.217] [lr 0.001879] [CE 4.519 (4.431)] [KD 4.017 (4.194)] 2024-10-13 09:41:58,290 - Train: 42.12% [526950/1251000] [421.2/1000.0] [batch_t 0.234 (0.233)] [data_t 0.007] [optim_t 0.227] [lr 0.001879] [CE 4.410 (4.408)] [KD 4.276 (4.099)] 2024-10-13 09:42:10,163 - Train: 42.13% [527000/1251000] [421.3/1000.0] [batch_t 0.436 (0.237)] [data_t 0.008] [optim_t 0.428] [lr 0.001879] [CE 4.662 (4.315)] [KD 4.477 (4.035)] 2024-10-13 09:42:22,438 - Train: 42.13% [527050/1251000] [421.3/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.001878] [CE 4.844 (4.385)] [KD 4.006 (4.104)] 2024-10-13 09:42:34,177 - Train: 42.13% [527100/1251000] [421.3/1000.0] [batch_t 0.219 (0.235)] [data_t 0.009] [optim_t 0.210] [lr 0.001878] [CE 4.358 (4.371)] [KD 4.008 (4.074)] 2024-10-13 09:42:46,128 - Train: 42.14% [527150/1251000] [421.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.001878] [CE 4.230 (4.461)] [KD 4.059 (4.242)] 2024-10-13 09:42:58,384 - Train: 42.14% [527200/1251000] [421.4/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.001878] [CE 4.430 (4.431)] [KD 4.208 (4.138)] 2024-10-13 09:43:10,228 - Train: 42.15% [527250/1251000] [421.5/1000.0] [batch_t 0.220 (0.237)] [data_t 0.007] [optim_t 0.213] [lr 0.001878] [CE 4.373 (4.390)] [KD 3.877 (4.088)] 2024-10-13 09:43:21,984 - Train: 42.15% [527300/1251000] [421.5/1000.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.001878] [CE 4.577 (4.396)] [KD 4.112 (4.091)] 2024-10-13 09:43:34,602 - Train: 42.15% [527350/1251000] [421.5/1000.0] [batch_t 0.226 (0.252)] [data_t 0.007] [optim_t 0.219] [lr 0.001877] [CE 4.864 (4.486)] [KD 4.303 (4.108)] 2024-10-13 09:43:46,601 - Train: 42.16% [527400/1251000] [421.6/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.001877] [CE 4.646 (4.367)] [KD 4.218 (4.062)] 2024-10-13 09:43:58,527 - Train: 42.16% [527450/1251000] [421.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.001877] [CE 3.763 (4.329)] [KD 3.667 (4.092)] 2024-10-13 09:44:11,039 - Train: 42.17% [527500/1251000] [421.7/1000.0] [batch_t 0.218 (0.250)] [data_t 0.007] [optim_t 0.211] [lr 0.001877] [CE 4.208 (4.390)] [KD 3.931 (4.046)] 2024-10-13 09:44:22,886 - Train: 42.17% [527550/1251000] [421.7/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.219] [lr 0.001877] [CE 4.699 (4.427)] [KD 4.161 (4.071)] 2024-10-13 09:44:34,663 - Train: 42.17% [527600/1251000] [421.7/1000.0] [batch_t 0.261 (0.235)] [data_t 0.009] [optim_t 0.251] [lr 0.001876] [CE 4.486 (4.381)] [KD 4.143 (4.077)] 2024-10-13 09:44:47,200 - Train: 42.18% [527650/1251000] [421.8/1000.0] [batch_t 0.220 (0.251)] [data_t 0.009] [optim_t 0.210] [lr 0.001876] [CE 4.085 (4.453)] [KD 3.872 (4.093)] 2024-10-13 09:44:59,368 - Train: 42.18% [527700/1251000] [421.8/1000.0] [batch_t 0.227 (0.243)] [data_t 0.011] [optim_t 0.216] [lr 0.001876] [CE 4.916 (4.421)] [KD 4.559 (4.126)] 2024-10-13 09:45:11,096 - Train: 42.19% [527750/1251000] [421.9/1000.0] [batch_t 0.225 (0.234)] [data_t 0.011] [optim_t 0.215] [lr 0.001876] [CE 4.372 (4.231)] [KD 3.970 (3.991)] 2024-10-13 09:45:23,953 - Train: 42.19% [527800/1251000] [421.9/1000.0] [batch_t 0.531 (0.257)] [data_t 0.007] [optim_t 0.524] [lr 0.001876] [CE 4.926 (4.351)] [KD 4.323 (4.010)] 2024-10-13 09:45:35,718 - Train: 42.19% [527850/1251000] [421.9/1000.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.001876] [CE 4.187 (4.360)] [KD 4.178 (4.062)] 2024-10-13 09:45:47,558 - Train: 42.20% [527900/1251000] [422.0/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.001875] [CE 4.722 (4.328)] [KD 4.432 (4.079)] 2024-10-13 09:46:01,697 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.176)] [top1_cnt 36461] [top5_cnt 45695] [top_all 50000] 2024-10-13 09:46:01,697 - net: 72.922 (91.390) 2024-10-13 09:46:11,988 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.188)] [top1_cnt 38640] [top5_cnt 46756] [top_all 50000] 2024-10-13 09:46:11,989 - net_E: 77.280 (93.512) 2024-10-13 09:46:12,241 - Max [top1: 72.922 (epoch: 422)] [top1-ema: 77.350 (epoch: 415)] 2024-10-13 09:46:12,242 - ==> Total time: 1 day, 13:08:05 Eta: 2 days, 2:51:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:46:32,373 - Train: 42.20% [527950/1251000] [422.0/1000.0] [batch_t 0.247 (0.269)] [data_t 0.009] [optim_t 0.238] [lr 0.001875] [CE 4.610 (4.337)] [KD 4.099 (4.022)] 2024-10-13 09:46:44,604 - Train: 42.21% [528000/1251000] [422.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001875] [CE 4.450 (4.389)] [KD 4.066 (4.082)] 2024-10-13 09:46:56,914 - Train: 42.21% [528050/1251000] [422.1/1000.0] [batch_t 0.242 (0.246)] [data_t 0.008] [optim_t 0.233] [lr 0.001875] [CE 3.808 (4.366)] [KD 4.061 (4.088)] 2024-10-13 09:47:08,590 - Train: 42.21% [528100/1251000] [422.1/1000.0] [batch_t 0.234 (0.233)] [data_t 0.010] [optim_t 0.224] [lr 0.001875] [CE 4.265 (4.329)] [KD 4.213 (4.102)] 2024-10-13 09:47:20,286 - Train: 42.22% [528150/1251000] [422.2/1000.0] [batch_t 0.220 (0.234)] [data_t 0.010] [optim_t 0.210] [lr 0.001874] [CE 4.131 (4.413)] [KD 4.060 (4.089)] 2024-10-13 09:47:31,858 - Train: 42.22% [528200/1251000] [422.2/1000.0] [batch_t 0.230 (0.231)] [data_t 0.007] [optim_t 0.224] [lr 0.001874] [CE 4.327 (4.390)] [KD 4.080 (4.104)] 2024-10-13 09:47:44,097 - Train: 42.23% [528250/1251000] [422.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001874] [CE 4.336 (4.441)] [KD 4.012 (4.100)] 2024-10-13 09:47:56,194 - Train: 42.23% [528300/1251000] [422.3/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.001874] [CE 4.370 (4.280)] [KD 4.240 (4.041)] 2024-10-13 09:48:08,047 - Train: 42.23% [528350/1251000] [422.3/1000.0] [batch_t 0.220 (0.237)] [data_t 0.010] [optim_t 0.210] [lr 0.001874] [CE 4.629 (4.386)] [KD 4.243 (4.096)] 2024-10-13 09:48:19,808 - Train: 42.24% [528400/1251000] [422.4/1000.0] [batch_t 0.223 (0.235)] [data_t 0.008] [optim_t 0.215] [lr 0.001874] [CE 4.539 (4.356)] [KD 4.232 (4.098)] 2024-10-13 09:48:32,050 - Train: 42.24% [528450/1251000] [422.4/1000.0] [batch_t 0.230 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.001873] [CE 4.588 (4.438)] [KD 4.060 (4.149)] 2024-10-13 09:48:43,669 - Train: 42.25% [528500/1251000] [422.5/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.001873] [CE 4.227 (4.387)] [KD 4.033 (4.101)] 2024-10-13 09:48:55,541 - Train: 42.25% [528550/1251000] [422.5/1000.0] [batch_t 0.228 (0.237)] [data_t 0.010] [optim_t 0.219] [lr 0.001873] [CE 4.849 (4.392)] [KD 4.366 (4.104)] 2024-10-13 09:49:07,640 - Train: 42.25% [528600/1251000] [422.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001873] [CE 4.501 (4.411)] [KD 4.241 (4.104)] 2024-10-13 09:49:19,759 - Train: 42.26% [528650/1251000] [422.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001873] [CE 4.561 (4.339)] [KD 4.511 (4.066)] 2024-10-13 09:49:31,634 - Train: 42.26% [528700/1251000] [422.6/1000.0] [batch_t 0.228 (0.237)] [data_t 0.006] [optim_t 0.222] [lr 0.001872] [CE 5.067 (4.381)] [KD 4.622 (4.095)] 2024-10-13 09:49:43,311 - Train: 42.27% [528750/1251000] [422.7/1000.0] [batch_t 0.233 (0.233)] [data_t 0.007] [optim_t 0.226] [lr 0.001872] [CE 4.841 (4.390)] [KD 4.039 (4.064)] 2024-10-13 09:49:55,565 - Train: 42.27% [528800/1251000] [422.7/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.001872] [CE 4.702 (4.477)] [KD 4.143 (4.120)] 2024-10-13 09:50:08,267 - Train: 42.27% [528850/1251000] [422.7/1000.0] [batch_t 0.575 (0.254)] [data_t 0.007] [optim_t 0.568] [lr 0.001872] [CE 3.918 (4.285)] [KD 3.985 (4.082)] 2024-10-13 09:50:19,945 - Train: 42.28% [528900/1251000] [422.8/1000.0] [batch_t 0.238 (0.233)] [data_t 0.010] [optim_t 0.228] [lr 0.001872] [CE 3.830 (4.427)] [KD 3.976 (4.125)] 2024-10-13 09:50:31,913 - Train: 42.28% [528950/1251000] [422.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.001872] [CE 4.277 (4.382)] [KD 4.097 (4.103)] 2024-10-13 09:50:44,137 - Train: 42.29% [529000/1251000] [422.9/1000.0] [batch_t 0.226 (0.244)] [data_t 0.006] [optim_t 0.220] [lr 0.001871] [CE 4.695 (4.426)] [KD 4.358 (4.138)] 2024-10-13 09:50:56,290 - Train: 42.29% [529050/1251000] [422.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.001871] [CE 4.388 (4.418)] [KD 4.175 (4.146)] 2024-10-13 09:51:08,073 - Train: 42.29% [529100/1251000] [422.9/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.001871] [CE 4.319 (4.431)] [KD 4.331 (4.188)] 2024-10-13 09:51:20,340 - Train: 42.30% [529150/1251000] [423.0/1000.0] [batch_t 0.243 (0.245)] [data_t 0.007] [optim_t 0.236] [lr 0.001871] [CE 4.356 (4.462)] [KD 3.988 (4.199)] 2024-10-13 09:51:35,423 - Test (net): 100.00% [50/50] [batch_t 0.102 (0.182)] [top1_cnt 36211] [top5_cnt 45571] [top_all 50000] 2024-10-13 09:51:35,423 - net: 72.422 (91.142) 2024-10-13 09:51:43,822 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.151)] [top1_cnt 38656] [top5_cnt 46762] [top_all 50000] 2024-10-13 09:51:43,822 - net_E: 77.312 (93.524) 2024-10-13 09:51:44,041 - Max [top1: 72.922 (epoch: 422)] [top1-ema: 77.350 (epoch: 415)] 2024-10-13 09:51:44,041 - ==> Total time: 1 day, 13:13:36 Eta: 2 days, 2:46:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:51:53,773 - Train: 42.30% [529200/1251000] [423.0/1000.0] [batch_t 0.226 (0.253)] [data_t 0.009] [optim_t 0.217] [lr 0.001871] [CE 4.584 (4.384)] [KD 3.964 (4.106)] 2024-10-13 09:52:06,565 - Train: 42.31% [529250/1251000] [423.1/1000.0] [batch_t 0.225 (0.256)] [data_t 0.009] [optim_t 0.216] [lr 0.001870] [CE 4.269 (4.420)] [KD 4.203 (4.073)] 2024-10-13 09:52:18,226 - Train: 42.31% [529300/1251000] [423.1/1000.0] [batch_t 0.257 (0.233)] [data_t 0.009] [optim_t 0.248] [lr 0.001870] [CE 4.377 (4.394)] [KD 4.066 (4.040)] 2024-10-13 09:52:29,982 - Train: 42.31% [529350/1251000] [423.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.010] [optim_t 0.222] [lr 0.001870] [CE 4.382 (4.333)] [KD 3.865 (4.016)] 2024-10-13 09:52:41,946 - Train: 42.32% [529400/1251000] [423.2/1000.0] [batch_t 0.225 (0.239)] [data_t 0.008] [optim_t 0.217] [lr 0.001870] [CE 4.361 (4.354)] [KD 4.106 (4.067)] 2024-10-13 09:52:53,805 - Train: 42.32% [529450/1251000] [423.2/1000.0] [batch_t 0.221 (0.237)] [data_t 0.009] [optim_t 0.212] [lr 0.001870] [CE 4.297 (4.370)] [KD 4.041 (4.107)] 2024-10-13 09:53:05,720 - Train: 42.33% [529500/1251000] [423.3/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.217] [lr 0.001870] [CE 3.943 (4.358)] [KD 3.738 (4.023)] 2024-10-13 09:53:17,752 - Train: 42.33% [529550/1251000] [423.3/1000.0] [batch_t 0.258 (0.240)] [data_t 0.007] [optim_t 0.251] [lr 0.001869] [CE 4.097 (4.363)] [KD 3.968 (4.067)] 2024-10-13 09:53:30,006 - Train: 42.33% [529600/1251000] [423.3/1000.0] [batch_t 0.237 (0.245)] [data_t 0.006] [optim_t 0.230] [lr 0.001869] [CE 4.812 (4.460)] [KD 4.420 (4.172)] 2024-10-13 09:53:41,713 - Train: 42.34% [529650/1251000] [423.4/1000.0] [batch_t 0.226 (0.234)] [data_t 0.010] [optim_t 0.215] [lr 0.001869] [CE 4.426 (4.383)] [KD 3.962 (4.177)] 2024-10-13 09:53:53,568 - Train: 42.34% [529700/1251000] [423.4/1000.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.001869] [CE 4.476 (4.375)] [KD 4.080 (4.128)] 2024-10-13 09:54:05,326 - Train: 42.35% [529750/1251000] [423.5/1000.0] [batch_t 0.238 (0.235)] [data_t 0.008] [optim_t 0.230] [lr 0.001869] [CE 4.350 (4.349)] [KD 4.235 (4.112)] 2024-10-13 09:54:17,668 - Train: 42.35% [529800/1251000] [423.5/1000.0] [batch_t 0.223 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.001868] [CE 4.506 (4.450)] [KD 4.006 (4.112)] 2024-10-13 09:54:29,567 - Train: 42.35% [529850/1251000] [423.5/1000.0] [batch_t 0.240 (0.238)] [data_t 0.007] [optim_t 0.233] [lr 0.001868] [CE 4.481 (4.416)] [KD 4.202 (4.142)] 2024-10-13 09:54:41,540 - Train: 42.36% [529900/1251000] [423.6/1000.0] [batch_t 0.373 (0.239)] [data_t 0.007] [optim_t 0.365] [lr 0.001868] [CE 4.699 (4.392)] [KD 4.320 (4.082)] 2024-10-13 09:54:53,285 - Train: 42.36% [529950/1251000] [423.6/1000.0] [batch_t 0.253 (0.235)] [data_t 0.008] [optim_t 0.245] [lr 0.001868] [CE 4.678 (4.357)] [KD 4.369 (4.095)] 2024-10-13 09:55:05,627 - Train: 42.37% [530000/1251000] [423.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.001868] [CE 4.467 (4.402)] [KD 4.168 (4.079)] 2024-10-13 09:55:17,665 - Train: 42.37% [530050/1251000] [423.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.006] [optim_t 0.226] [lr 0.001868] [CE 4.398 (4.320)] [KD 4.155 (4.044)] 2024-10-13 09:55:29,649 - Train: 42.37% [530100/1251000] [423.7/1000.0] [batch_t 0.246 (0.240)] [data_t 0.007] [optim_t 0.239] [lr 0.001867] [CE 4.036 (4.377)] [KD 3.850 (4.098)] 2024-10-13 09:55:41,404 - Train: 42.38% [530150/1251000] [423.8/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.001867] [CE 4.460 (4.321)] [KD 4.110 (4.050)] 2024-10-13 09:55:53,751 - Train: 42.38% [530200/1251000] [423.8/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001867] [CE 4.116 (4.403)] [KD 4.095 (4.103)] 2024-10-13 09:56:05,988 - Train: 42.39% [530250/1251000] [423.9/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.234] [lr 0.001867] [CE 4.173 (4.354)] [KD 3.925 (4.109)] 2024-10-13 09:56:17,839 - Train: 42.39% [530300/1251000] [423.9/1000.0] [batch_t 0.215 (0.237)] [data_t 0.008] [optim_t 0.208] [lr 0.001867] [CE 4.494 (4.381)] [KD 4.178 (4.051)] 2024-10-13 09:56:29,903 - Train: 42.39% [530350/1251000] [423.9/1000.0] [batch_t 0.247 (0.241)] [data_t 0.008] [optim_t 0.240] [lr 0.001866] [CE 4.639 (4.452)] [KD 4.319 (4.117)] 2024-10-13 09:56:42,431 - Train: 42.40% [530400/1251000] [424.0/1000.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.001866] [CE 4.295 (4.369)] [KD 3.964 (4.056)] 2024-10-13 09:56:56,778 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 36248] [top5_cnt 45663] [top_all 50000] 2024-10-13 09:56:56,779 - net: 72.496 (91.326) 2024-10-13 09:57:05,965 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.168)] [top1_cnt 38685] [top5_cnt 46779] [top_all 50000] 2024-10-13 09:57:05,965 - net_E: 77.370 (93.558) 2024-10-13 09:57:06,196 - Max [top1: 72.922 (epoch: 422)] [top1-ema: 77.370 (epoch: 424)] 2024-10-13 09:57:06,197 - ==> Total time: 1 day, 13:18:58 Eta: 2 days, 2:41:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 09:57:24,434 - Train: 42.40% [530450/1251000] [424.0/1000.0] [batch_t 0.242 (0.255)] [data_t 0.007] [optim_t 0.236] [lr 0.001866] [CE 4.877 (4.439)] [KD 4.604 (4.102)] 2024-10-13 09:57:36,883 - Train: 42.41% [530500/1251000] [424.1/1000.0] [batch_t 0.226 (0.249)] [data_t 0.006] [optim_t 0.220] [lr 0.001866] [CE 4.058 (4.344)] [KD 3.873 (4.008)] 2024-10-13 09:57:48,857 - Train: 42.41% [530550/1251000] [424.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.001866] [CE 4.244 (4.373)] [KD 4.059 (4.062)] 2024-10-13 09:58:00,925 - Train: 42.41% [530600/1251000] [424.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.001866] [CE 4.781 (4.372)] [KD 4.181 (4.026)] 2024-10-13 09:58:12,655 - Train: 42.42% [530650/1251000] [424.2/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.001865] [CE 4.012 (4.399)] [KD 3.975 (4.046)] 2024-10-13 09:58:25,289 - Train: 42.42% [530700/1251000] [424.2/1000.0] [batch_t 0.459 (0.252)] [data_t 0.009] [optim_t 0.450] [lr 0.001865] [CE 4.503 (4.385)] [KD 4.166 (4.055)] 2024-10-13 09:58:36,962 - Train: 42.43% [530750/1251000] [424.3/1000.0] [batch_t 0.235 (0.233)] [data_t 0.007] [optim_t 0.228] [lr 0.001865] [CE 3.992 (4.377)] [KD 3.778 (4.050)] 2024-10-13 09:58:48,785 - Train: 42.43% [530800/1251000] [424.3/1000.0] [batch_t 0.254 (0.236)] [data_t 0.007] [optim_t 0.247] [lr 0.001865] [CE 4.011 (4.419)] [KD 3.713 (4.046)] 2024-10-13 09:59:00,660 - Train: 42.43% [530850/1251000] [424.3/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.001865] [CE 4.441 (4.435)] [KD 4.272 (4.090)] 2024-10-13 09:59:12,597 - Train: 42.44% [530900/1251000] [424.4/1000.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.001864] [CE 4.315 (4.337)] [KD 4.111 (4.087)] 2024-10-13 09:59:24,444 - Train: 42.44% [530950/1251000] [424.4/1000.0] [batch_t 0.242 (0.237)] [data_t 0.008] [optim_t 0.234] [lr 0.001864] [CE 4.269 (4.367)] [KD 4.010 (4.127)] 2024-10-13 09:59:36,797 - Train: 42.45% [531000/1251000] [424.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.001864] [CE 4.583 (4.434)] [KD 4.135 (4.120)] 2024-10-13 09:59:48,763 - Train: 42.45% [531050/1251000] [424.5/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.001864] [CE 4.800 (4.319)] [KD 4.291 (4.082)] 2024-10-13 10:00:00,913 - Train: 42.45% [531100/1251000] [424.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.001864] [CE 4.847 (4.342)] [KD 4.333 (4.054)] 2024-10-13 10:00:13,561 - Train: 42.46% [531150/1251000] [424.6/1000.0] [batch_t 0.226 (0.253)] [data_t 0.006] [optim_t 0.220] [lr 0.001864] [CE 4.331 (4.390)] [KD 4.214 (4.076)] 2024-10-13 10:00:25,859 - Train: 42.46% [531200/1251000] [424.6/1000.0] [batch_t 0.248 (0.246)] [data_t 0.006] [optim_t 0.242] [lr 0.001863] [CE 4.075 (4.394)] [KD 3.950 (4.101)] 2024-10-13 10:00:37,247 - Train: 42.47% [531250/1251000] [424.7/1000.0] [batch_t 0.222 (0.228)] [data_t 0.007] [optim_t 0.216] [lr 0.001863] [CE 3.692 (4.364)] [KD 3.865 (4.055)] 2024-10-13 10:00:49,524 - Train: 42.47% [531300/1251000] [424.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.007] [optim_t 0.233] [lr 0.001863] [CE 4.098 (4.377)] [KD 4.011 (4.143)] 2024-10-13 10:01:01,723 - Train: 42.47% [531350/1251000] [424.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.001863] [CE 3.960 (4.369)] [KD 4.001 (4.118)] 2024-10-13 10:01:13,558 - Train: 42.48% [531400/1251000] [424.8/1000.0] [batch_t 0.213 (0.237)] [data_t 0.008] [optim_t 0.205] [lr 0.001863] [CE 4.515 (4.359)] [KD 4.092 (4.074)] 2024-10-13 10:01:25,586 - Train: 42.48% [531450/1251000] [424.8/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.230] [lr 0.001862] [CE 4.065 (4.398)] [KD 4.139 (4.121)] 2024-10-13 10:01:37,460 - Train: 42.49% [531500/1251000] [424.9/1000.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.001862] [CE 4.268 (4.443)] [KD 3.938 (4.062)] 2024-10-13 10:01:49,523 - Train: 42.49% [531550/1251000] [424.9/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.221] [lr 0.001862] [CE 4.219 (4.370)] [KD 4.078 (4.032)] 2024-10-13 10:02:02,288 - Train: 42.49% [531600/1251000] [424.9/1000.0] [batch_t 0.226 (0.255)] [data_t 0.007] [optim_t 0.219] [lr 0.001862] [CE 4.278 (4.483)] [KD 4.131 (4.150)] 2024-10-13 10:02:14,156 - Train: 42.50% [531650/1251000] [425.0/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.001862] [CE 4.122 (4.472)] [KD 3.868 (4.240)] 2024-10-13 10:02:29,496 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.179)] [top1_cnt 36473] [top5_cnt 45727] [top_all 50000] 2024-10-13 10:02:29,496 - net: 72.946 (91.454) 2024-10-13 10:02:39,373 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.181)] [top1_cnt 38680] [top5_cnt 46785] [top_all 50000] 2024-10-13 10:02:39,374 - net_E: 77.360 (93.570) 2024-10-13 10:02:39,615 - Max [top1: 72.946 (epoch: 425)] [top1-ema: 77.370 (epoch: 424)] 2024-10-13 10:02:39,616 - ==> Total time: 1 day, 13:24:32 Eta: 2 days, 2:36:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:02:58,019 - Train: 42.50% [531700/1251000] [425.0/1000.0] [batch_t 0.231 (0.256)] [data_t 0.010] [optim_t 0.221] [lr 0.001862] [CE 4.179 (4.310)] [KD 3.940 (4.046)] 2024-10-13 10:03:10,218 - Train: 42.51% [531750/1251000] [425.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.008] [optim_t 0.224] [lr 0.001861] [CE 4.464 (4.357)] [KD 3.845 (4.021)] 2024-10-13 10:03:22,575 - Train: 42.51% [531800/1251000] [425.1/1000.0] [batch_t 0.486 (0.247)] [data_t 0.008] [optim_t 0.478] [lr 0.001861] [CE 4.465 (4.420)] [KD 4.113 (4.038)] 2024-10-13 10:03:34,653 - Train: 42.51% [531850/1251000] [425.1/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.001861] [CE 4.141 (4.373)] [KD 4.021 (4.103)] 2024-10-13 10:03:46,371 - Train: 42.52% [531900/1251000] [425.2/1000.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.001861] [CE 4.890 (4.337)] [KD 4.234 (4.014)] 2024-10-13 10:03:58,974 - Train: 42.52% [531950/1251000] [425.2/1000.0] [batch_t 0.230 (0.252)] [data_t 0.006] [optim_t 0.223] [lr 0.001861] [CE 4.685 (4.375)] [KD 4.212 (4.055)] 2024-10-13 10:04:11,016 - Train: 42.53% [532000/1251000] [425.3/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001860] [CE 4.441 (4.369)] [KD 3.948 (4.079)] 2024-10-13 10:04:23,310 - Train: 42.53% [532050/1251000] [425.3/1000.0] [batch_t 0.221 (0.246)] [data_t 0.009] [optim_t 0.212] [lr 0.001860] [CE 4.862 (4.296)] [KD 4.205 (4.035)] 2024-10-13 10:04:35,421 - Train: 42.53% [532100/1251000] [425.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.001860] [CE 4.515 (4.365)] [KD 4.439 (4.112)] 2024-10-13 10:04:47,510 - Train: 42.54% [532150/1251000] [425.4/1000.0] [batch_t 0.405 (0.242)] [data_t 0.008] [optim_t 0.397] [lr 0.001860] [CE 4.618 (4.398)] [KD 4.113 (4.052)] 2024-10-13 10:04:59,137 - Train: 42.54% [532200/1251000] [425.4/1000.0] [batch_t 0.237 (0.232)] [data_t 0.009] [optim_t 0.229] [lr 0.001860] [CE 4.869 (4.452)] [KD 4.414 (4.134)] 2024-10-13 10:05:11,033 - Train: 42.55% [532250/1251000] [425.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.010] [optim_t 0.229] [lr 0.001860] [CE 4.902 (4.450)] [KD 4.448 (4.109)] 2024-10-13 10:05:22,964 - Train: 42.55% [532300/1251000] [425.5/1000.0] [batch_t 0.222 (0.238)] [data_t 0.006] [optim_t 0.215] [lr 0.001859] [CE 4.049 (4.392)] [KD 4.042 (4.096)] 2024-10-13 10:05:34,842 - Train: 42.55% [532350/1251000] [425.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.008] [optim_t 0.225] [lr 0.001859] [CE 4.098 (4.348)] [KD 3.977 (4.064)] 2024-10-13 10:05:47,198 - Train: 42.56% [532400/1251000] [425.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.008] [optim_t 0.228] [lr 0.001859] [CE 4.967 (4.360)] [KD 4.350 (4.038)] 2024-10-13 10:05:59,144 - Train: 42.56% [532450/1251000] [425.6/1000.0] [batch_t 0.255 (0.239)] [data_t 0.008] [optim_t 0.247] [lr 0.001859] [CE 4.366 (4.413)] [KD 4.334 (4.103)] 2024-10-13 10:06:11,082 - Train: 42.57% [532500/1251000] [425.7/1000.0] [batch_t 0.228 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.001859] [CE 4.514 (4.365)] [KD 4.149 (4.069)] 2024-10-13 10:06:23,425 - Train: 42.57% [532550/1251000] [425.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.001858] [CE 4.339 (4.396)] [KD 3.732 (4.062)] 2024-10-13 10:06:35,374 - Train: 42.57% [532600/1251000] [425.7/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.001858] [CE 4.189 (4.370)] [KD 3.827 (4.016)] 2024-10-13 10:06:46,736 - Train: 42.58% [532650/1251000] [425.8/1000.0] [batch_t 0.217 (0.227)] [data_t 0.010] [optim_t 0.207] [lr 0.001858] [CE 4.654 (4.432)] [KD 4.296 (4.144)] 2024-10-13 10:06:59,120 - Train: 42.58% [532700/1251000] [425.8/1000.0] [batch_t 0.223 (0.248)] [data_t 0.009] [optim_t 0.214] [lr 0.001858] [CE 4.485 (4.367)] [KD 3.937 (4.076)] 2024-10-13 10:07:10,965 - Train: 42.59% [532750/1251000] [425.9/1000.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.001858] [CE 4.069 (4.443)] [KD 3.693 (4.102)] 2024-10-13 10:07:23,200 - Train: 42.59% [532800/1251000] [425.9/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.001858] [CE 4.686 (4.417)] [KD 4.261 (4.063)] 2024-10-13 10:07:35,364 - Train: 42.59% [532850/1251000] [425.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001857] [CE 4.772 (4.430)] [KD 4.166 (4.089)] 2024-10-13 10:07:47,743 - Train: 42.60% [532900/1251000] [426.0/1000.0] [batch_t 0.252 (0.247)] [data_t 0.008] [optim_t 0.245] [lr 0.001857] [CE 4.107 (4.396)] [KD 4.049 (4.067)] 2024-10-13 10:08:02,288 - Test (net): 100.00% [50/50] [batch_t 0.076 (0.160)] [top1_cnt 36306] [top5_cnt 45654] [top_all 50000] 2024-10-13 10:08:02,288 - net: 72.612 (91.308) 2024-10-13 10:08:10,982 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.156)] [top1_cnt 38675] [top5_cnt 46781] [top_all 50000] 2024-10-13 10:08:10,982 - net_E: 77.350 (93.562) 2024-10-13 10:08:11,172 - Max [top1: 72.946 (epoch: 425)] [top1-ema: 77.370 (epoch: 424)] 2024-10-13 10:08:11,173 - ==> Total time: 1 day, 13:30:03 Eta: 2 days, 2:31:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:08:20,514 - Train: 42.60% [532950/1251000] [426.0/1000.0] [batch_t 0.224 (0.260)] [data_t 0.014] [optim_t 0.210] [lr 0.001857] [CE 3.938 (4.333)] [KD 3.820 (4.000)] 2024-10-13 10:08:32,857 - Train: 42.61% [533000/1251000] [426.1/1000.0] [batch_t 0.239 (0.247)] [data_t 0.010] [optim_t 0.229] [lr 0.001857] [CE 4.443 (4.356)] [KD 4.034 (3.974)] 2024-10-13 10:08:45,082 - Train: 42.61% [533050/1251000] [426.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.001857] [CE 3.868 (4.415)] [KD 3.786 (4.062)] 2024-10-13 10:08:56,779 - Train: 42.61% [533100/1251000] [426.1/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.001857] [CE 4.390 (4.449)] [KD 4.046 (4.081)] 2024-10-13 10:09:08,978 - Train: 42.62% [533150/1251000] [426.2/1000.0] [batch_t 0.229 (0.244)] [data_t 0.009] [optim_t 0.219] [lr 0.001856] [CE 4.615 (4.388)] [KD 4.059 (4.053)] 2024-10-13 10:09:21,287 - Train: 42.62% [533200/1251000] [426.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001856] [CE 3.700 (4.372)] [KD 3.803 (4.079)] 2024-10-13 10:09:33,688 - Train: 42.63% [533250/1251000] [426.3/1000.0] [batch_t 0.221 (0.248)] [data_t 0.009] [optim_t 0.212] [lr 0.001856] [CE 4.407 (4.346)] [KD 4.100 (3.999)] 2024-10-13 10:09:45,759 - Train: 42.63% [533300/1251000] [426.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.001856] [CE 4.291 (4.357)] [KD 4.195 (4.043)] 2024-10-13 10:09:57,452 - Train: 42.63% [533350/1251000] [426.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.001856] [CE 4.868 (4.398)] [KD 4.236 (4.104)] 2024-10-13 10:10:09,947 - Train: 42.64% [533400/1251000] [426.4/1000.0] [batch_t 0.227 (0.250)] [data_t 0.011] [optim_t 0.216] [lr 0.001855] [CE 4.190 (4.412)] [KD 4.177 (4.143)] 2024-10-13 10:10:22,072 - Train: 42.64% [533450/1251000] [426.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.010] [optim_t 0.230] [lr 0.001855] [CE 4.179 (4.433)] [KD 3.888 (4.141)] 2024-10-13 10:10:34,349 - Train: 42.65% [533500/1251000] [426.5/1000.0] [batch_t 0.218 (0.245)] [data_t 0.008] [optim_t 0.211] [lr 0.001855] [CE 4.525 (4.419)] [KD 4.099 (4.085)] 2024-10-13 10:10:46,324 - Train: 42.65% [533550/1251000] [426.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.001855] [CE 3.795 (4.372)] [KD 3.900 (4.097)] 2024-10-13 10:10:58,618 - Train: 42.65% [533600/1251000] [426.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.001855] [CE 4.879 (4.437)] [KD 4.307 (4.062)] 2024-10-13 10:11:11,195 - Train: 42.66% [533650/1251000] [426.6/1000.0] [batch_t 0.226 (0.251)] [data_t 0.008] [optim_t 0.218] [lr 0.001855] [CE 4.984 (4.407)] [KD 4.405 (4.081)] 2024-10-13 10:11:23,490 - Train: 42.66% [533700/1251000] [426.6/1000.0] [batch_t 0.226 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.001854] [CE 4.237 (4.364)] [KD 3.924 (4.047)] 2024-10-13 10:11:35,231 - Train: 42.67% [533750/1251000] [426.7/1000.0] [batch_t 0.218 (0.235)] [data_t 0.009] [optim_t 0.209] [lr 0.001854] [CE 3.947 (4.420)] [KD 4.052 (4.099)] 2024-10-13 10:11:47,443 - Train: 42.67% [533800/1251000] [426.7/1000.0] [batch_t 0.245 (0.244)] [data_t 0.007] [optim_t 0.238] [lr 0.001854] [CE 4.805 (4.399)] [KD 3.990 (4.108)] 2024-10-13 10:11:59,994 - Train: 42.67% [533850/1251000] [426.7/1000.0] [batch_t 0.215 (0.251)] [data_t 0.006] [optim_t 0.209] [lr 0.001854] [CE 4.551 (4.418)] [KD 4.208 (4.103)] 2024-10-13 10:12:12,207 - Train: 42.68% [533900/1251000] [426.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.001854] [CE 4.893 (4.377)] [KD 4.495 (4.072)] 2024-10-13 10:12:24,084 - Train: 42.68% [533950/1251000] [426.8/1000.0] [batch_t 0.245 (0.237)] [data_t 0.008] [optim_t 0.237] [lr 0.001853] [CE 4.384 (4.421)] [KD 4.005 (4.096)] 2024-10-13 10:12:36,502 - Train: 42.69% [534000/1251000] [426.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001853] [CE 4.259 (4.392)] [KD 4.076 (4.103)] 2024-10-13 10:12:49,144 - Train: 42.69% [534050/1251000] [426.9/1000.0] [batch_t 0.233 (0.253)] [data_t 0.006] [optim_t 0.227] [lr 0.001853] [CE 4.661 (4.443)] [KD 4.548 (4.219)] 2024-10-13 10:13:01,111 - Train: 42.69% [534100/1251000] [426.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001853] [CE 4.830 (4.438)] [KD 4.231 (4.128)] 2024-10-13 10:13:13,495 - Train: 42.70% [534150/1251000] [427.0/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.001853] [CE 4.799 (4.376)] [KD 4.121 (4.066)] 2024-10-13 10:13:29,481 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.178)] [top1_cnt 36367] [top5_cnt 45674] [top_all 50000] 2024-10-13 10:13:29,481 - net: 72.734 (91.348) 2024-10-13 10:13:38,095 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.157)] [top1_cnt 38660] [top5_cnt 46767] [top_all 50000] 2024-10-13 10:13:38,096 - net_E: 77.320 (93.534) 2024-10-13 10:13:38,299 - Max [top1: 72.946 (epoch: 425)] [top1-ema: 77.370 (epoch: 424)] 2024-10-13 10:13:38,299 - ==> Total time: 1 day, 13:35:31 Eta: 2 days, 2:26:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:13:47,465 - Train: 42.70% [534200/1251000] [427.0/1000.0] [batch_t 0.232 (0.266)] [data_t 0.010] [optim_t 0.222] [lr 0.001853] [CE 4.122 (4.313)] [KD 4.142 (4.016)] 2024-10-13 10:13:59,549 - Train: 42.71% [534250/1251000] [427.1/1000.0] [batch_t 0.247 (0.241)] [data_t 0.006] [optim_t 0.241] [lr 0.001852] [CE 4.649 (4.375)] [KD 4.094 (4.031)] 2024-10-13 10:14:11,580 - Train: 42.71% [534300/1251000] [427.1/1000.0] [batch_t 0.217 (0.240)] [data_t 0.008] [optim_t 0.209] [lr 0.001852] [CE 4.505 (4.464)] [KD 4.303 (4.114)] 2024-10-13 10:14:23,291 - Train: 42.71% [534350/1251000] [427.1/1000.0] [batch_t 0.250 (0.234)] [data_t 0.010] [optim_t 0.240] [lr 0.001852] [CE 4.751 (4.393)] [KD 4.314 (4.063)] 2024-10-13 10:14:35,131 - Train: 42.72% [534400/1251000] [427.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.010] [optim_t 0.221] [lr 0.001852] [CE 4.734 (4.340)] [KD 4.218 (4.066)] 2024-10-13 10:14:47,520 - Train: 42.72% [534450/1251000] [427.2/1000.0] [batch_t 0.373 (0.248)] [data_t 0.006] [optim_t 0.368] [lr 0.001852] [CE 4.498 (4.373)] [KD 4.472 (4.069)] 2024-10-13 10:14:59,193 - Train: 42.73% [534500/1251000] [427.3/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.001851] [CE 4.227 (4.350)] [KD 3.848 (4.050)] 2024-10-13 10:15:11,122 - Train: 42.73% [534550/1251000] [427.3/1000.0] [batch_t 0.224 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.001851] [CE 4.075 (4.400)] [KD 3.853 (4.010)] 2024-10-13 10:15:22,676 - Train: 42.73% [534600/1251000] [427.3/1000.0] [batch_t 0.234 (0.231)] [data_t 0.008] [optim_t 0.226] [lr 0.001851] [CE 4.338 (4.386)] [KD 4.240 (4.080)] 2024-10-13 10:15:34,582 - Train: 42.74% [534650/1251000] [427.4/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.001851] [CE 5.164 (4.401)] [KD 4.455 (4.040)] 2024-10-13 10:15:46,298 - Train: 42.74% [534700/1251000] [427.4/1000.0] [batch_t 0.222 (0.234)] [data_t 0.008] [optim_t 0.214] [lr 0.001851] [CE 4.658 (4.342)] [KD 4.408 (4.066)] 2024-10-13 10:15:58,203 - Train: 42.75% [534750/1251000] [427.5/1000.0] [batch_t 0.249 (0.238)] [data_t 0.008] [optim_t 0.241] [lr 0.001851] [CE 4.392 (4.407)] [KD 4.160 (4.114)] 2024-10-13 10:16:10,328 - Train: 42.75% [534800/1251000] [427.5/1000.0] [batch_t 0.215 (0.242)] [data_t 0.007] [optim_t 0.207] [lr 0.001850] [CE 4.154 (4.385)] [KD 3.923 (4.065)] 2024-10-13 10:16:22,295 - Train: 42.75% [534850/1251000] [427.5/1000.0] [batch_t 0.244 (0.239)] [data_t 0.010] [optim_t 0.234] [lr 0.001850] [CE 4.770 (4.346)] [KD 4.394 (4.047)] 2024-10-13 10:16:34,316 - Train: 42.76% [534900/1251000] [427.6/1000.0] [batch_t 0.229 (0.240)] [data_t 0.008] [optim_t 0.222] [lr 0.001850] [CE 4.841 (4.357)] [KD 4.472 (4.081)] 2024-10-13 10:16:46,242 - Train: 42.76% [534950/1251000] [427.6/1000.0] [batch_t 0.235 (0.238)] [data_t 0.010] [optim_t 0.225] [lr 0.001850] [CE 4.363 (4.372)] [KD 3.987 (4.079)] 2024-10-13 10:16:57,791 - Train: 42.77% [535000/1251000] [427.7/1000.0] [batch_t 0.244 (0.231)] [data_t 0.008] [optim_t 0.236] [lr 0.001850] [CE 4.126 (4.365)] [KD 3.919 (4.031)] 2024-10-13 10:17:09,591 - Train: 42.77% [535050/1251000] [427.7/1000.0] [batch_t 0.219 (0.236)] [data_t 0.007] [optim_t 0.212] [lr 0.001849] [CE 4.681 (4.352)] [KD 4.182 (4.084)] 2024-10-13 10:17:21,940 - Train: 42.77% [535100/1251000] [427.7/1000.0] [batch_t 0.225 (0.247)] [data_t 0.009] [optim_t 0.216] [lr 0.001849] [CE 4.745 (4.433)] [KD 4.252 (4.132)] 2024-10-13 10:17:33,443 - Train: 42.78% [535150/1251000] [427.8/1000.0] [batch_t 0.223 (0.230)] [data_t 0.007] [optim_t 0.215] [lr 0.001849] [CE 4.747 (4.428)] [KD 4.282 (4.091)] 2024-10-13 10:17:45,038 - Train: 42.78% [535200/1251000] [427.8/1000.0] [batch_t 0.230 (0.232)] [data_t 0.010] [optim_t 0.220] [lr 0.001849] [CE 4.485 (4.414)] [KD 4.310 (4.070)] 2024-10-13 10:17:57,240 - Train: 42.79% [535250/1251000] [427.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.001849] [CE 4.369 (4.333)] [KD 3.767 (4.016)] 2024-10-13 10:18:09,368 - Train: 42.79% [535300/1251000] [427.9/1000.0] [batch_t 0.537 (0.242)] [data_t 0.009] [optim_t 0.528] [lr 0.001849] [CE 4.545 (4.376)] [KD 4.142 (4.165)] 2024-10-13 10:18:21,003 - Train: 42.79% [535350/1251000] [427.9/1000.0] [batch_t 0.234 (0.233)] [data_t 0.010] [optim_t 0.224] [lr 0.001848] [CE 4.356 (4.394)] [KD 4.114 (4.142)] 2024-10-13 10:18:33,108 - Train: 42.80% [535400/1251000] [428.0/1000.0] [batch_t 0.261 (0.242)] [data_t 0.008] [optim_t 0.253] [lr 0.001848] [CE 4.730 (4.474)] [KD 4.293 (4.169)] 2024-10-13 10:18:48,442 - Test (net): 100.00% [50/50] [batch_t 0.176 (0.167)] [top1_cnt 36060] [top5_cnt 45532] [top_all 50000] 2024-10-13 10:18:48,442 - net: 72.120 (91.064) 2024-10-13 10:18:57,452 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 38686] [top5_cnt 46780] [top_all 50000] 2024-10-13 10:18:57,453 - net_E: 77.372 (93.560) 2024-10-13 10:18:57,653 - Max [top1: 72.946 (epoch: 425)] [top1-ema: 77.372 (epoch: 428)] 2024-10-13 10:18:57,654 - ==> Total time: 1 day, 13:40:50 Eta: 2 days, 2:21:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:19:18,134 - Train: 42.80% [535450/1251000] [428.0/1000.0] [batch_t 0.225 (0.253)] [data_t 0.010] [optim_t 0.215] [lr 0.001848] [CE 4.454 (4.397)] [KD 3.956 (4.058)] 2024-10-13 10:19:29,960 - Train: 42.81% [535500/1251000] [428.1/1000.0] [batch_t 0.226 (0.236)] [data_t 0.010] [optim_t 0.216] [lr 0.001848] [CE 4.042 (4.421)] [KD 3.969 (4.117)] 2024-10-13 10:19:42,382 - Train: 42.81% [535550/1251000] [428.1/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.001848] [CE 4.284 (4.382)] [KD 3.851 (4.049)] 2024-10-13 10:19:54,143 - Train: 42.81% [535600/1251000] [428.1/1000.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.001847] [CE 3.990 (4.397)] [KD 3.939 (4.089)] 2024-10-13 10:20:06,062 - Train: 42.82% [535650/1251000] [428.2/1000.0] [batch_t 0.240 (0.238)] [data_t 0.007] [optim_t 0.232] [lr 0.001847] [CE 4.267 (4.378)] [KD 4.041 (4.109)] 2024-10-13 10:20:18,225 - Train: 42.82% [535700/1251000] [428.2/1000.0] [batch_t 0.203 (0.243)] [data_t 0.009] [optim_t 0.194] [lr 0.001847] [CE 4.055 (4.396)] [KD 4.231 (4.061)] 2024-10-13 10:20:30,029 - Train: 42.83% [535750/1251000] [428.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.001847] [CE 4.556 (4.354)] [KD 4.139 (4.092)] 2024-10-13 10:20:41,888 - Train: 42.83% [535800/1251000] [428.3/1000.0] [batch_t 0.254 (0.237)] [data_t 0.009] [optim_t 0.245] [lr 0.001847] [CE 4.363 (4.349)] [KD 4.086 (4.013)] 2024-10-13 10:20:53,672 - Train: 42.83% [535850/1251000] [428.3/1000.0] [batch_t 0.222 (0.236)] [data_t 0.007] [optim_t 0.215] [lr 0.001847] [CE 4.928 (4.423)] [KD 4.300 (4.114)] 2024-10-13 10:21:05,721 - Train: 42.84% [535900/1251000] [428.4/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.001846] [CE 4.227 (4.328)] [KD 3.969 (3.987)] 2024-10-13 10:21:17,661 - Train: 42.84% [535950/1251000] [428.4/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.001846] [CE 4.518 (4.403)] [KD 3.927 (4.080)] 2024-10-13 10:21:29,955 - Train: 42.85% [536000/1251000] [428.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.001846] [CE 4.394 (4.391)] [KD 4.216 (4.107)] 2024-10-13 10:21:41,731 - Train: 42.85% [536050/1251000] [428.5/1000.0] [batch_t 0.239 (0.235)] [data_t 0.008] [optim_t 0.231] [lr 0.001846] [CE 4.208 (4.437)] [KD 3.700 (4.111)] 2024-10-13 10:21:53,590 - Train: 42.85% [536100/1251000] [428.5/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.219] [lr 0.001846] [CE 4.581 (4.432)] [KD 3.963 (4.107)] 2024-10-13 10:22:05,655 - Train: 42.86% [536150/1251000] [428.6/1000.0] [batch_t 0.224 (0.241)] [data_t 0.006] [optim_t 0.217] [lr 0.001845] [CE 4.254 (4.377)] [KD 3.980 (4.040)] 2024-10-13 10:22:17,977 - Train: 42.86% [536200/1251000] [428.6/1000.0] [batch_t 0.225 (0.246)] [data_t 0.007] [optim_t 0.218] [lr 0.001845] [CE 3.825 (4.416)] [KD 3.773 (3.990)] 2024-10-13 10:22:29,892 - Train: 42.87% [536250/1251000] [428.7/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.001845] [CE 4.366 (4.388)] [KD 4.066 (4.061)] 2024-10-13 10:22:42,270 - Train: 42.87% [536300/1251000] [428.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.010] [optim_t 0.227] [lr 0.001845] [CE 4.727 (4.327)] [KD 4.341 (4.037)] 2024-10-13 10:22:53,985 - Train: 42.87% [536350/1251000] [428.7/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.001845] [CE 4.511 (4.428)] [KD 4.114 (4.080)] 2024-10-13 10:23:05,944 - Train: 42.88% [536400/1251000] [428.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.011] [optim_t 0.227] [lr 0.001845] [CE 4.075 (4.429)] [KD 3.966 (4.187)] 2024-10-13 10:23:17,868 - Train: 42.88% [536450/1251000] [428.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.001844] [CE 4.451 (4.409)] [KD 4.034 (4.086)] 2024-10-13 10:23:29,887 - Train: 42.89% [536500/1251000] [428.9/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.001844] [CE 4.356 (4.454)] [KD 3.937 (4.097)] 2024-10-13 10:23:42,058 - Train: 42.89% [536550/1251000] [428.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.001844] [CE 4.855 (4.354)] [KD 4.382 (4.131)] 2024-10-13 10:23:54,246 - Train: 42.89% [536600/1251000] [428.9/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.001844] [CE 4.445 (4.398)] [KD 4.166 (4.044)] 2024-10-13 10:24:06,157 - Train: 42.90% [536650/1251000] [429.0/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.220] [lr 0.001844] [CE 4.719 (4.393)] [KD 4.225 (4.125)] 2024-10-13 10:24:21,908 - Test (net): 100.00% [50/50] [batch_t 0.101 (0.164)] [top1_cnt 36390] [top5_cnt 45732] [top_all 50000] 2024-10-13 10:24:21,909 - net: 72.780 (91.464) 2024-10-13 10:24:30,412 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.155)] [top1_cnt 38683] [top5_cnt 46790] [top_all 50000] 2024-10-13 10:24:30,413 - net_E: 77.366 (93.580) 2024-10-13 10:24:30,609 - Max [top1: 72.946 (epoch: 425)] [top1-ema: 77.372 (epoch: 428)] 2024-10-13 10:24:30,610 - ==> Total time: 1 day, 13:46:23 Eta: 2 days, 2:16:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:24:39,009 - Train: 42.90% [536700/1251000] [429.0/1000.0] [batch_t 0.232 (0.267)] [data_t 0.006] [optim_t 0.226] [lr 0.001843] [CE 4.559 (4.349)] [KD 4.052 (4.003)] 2024-10-13 10:24:50,981 - Train: 42.91% [536750/1251000] [429.1/1000.0] [batch_t 0.261 (0.239)] [data_t 0.006] [optim_t 0.255] [lr 0.001843] [CE 4.716 (4.369)] [KD 4.210 (4.035)] 2024-10-13 10:25:03,233 - Train: 42.91% [536800/1251000] [429.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.008] [optim_t 0.224] [lr 0.001843] [CE 4.473 (4.385)] [KD 4.133 (4.065)] 2024-10-13 10:25:15,276 - Train: 42.91% [536850/1251000] [429.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001843] [CE 4.789 (4.439)] [KD 4.385 (4.134)] 2024-10-13 10:25:27,049 - Train: 42.92% [536900/1251000] [429.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.006] [optim_t 0.225] [lr 0.001843] [CE 4.306 (4.353)] [KD 4.014 (4.013)] 2024-10-13 10:25:38,884 - Train: 42.92% [536950/1251000] [429.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.007] [optim_t 0.228] [lr 0.001843] [CE 4.498 (4.369)] [KD 4.142 (4.080)] 2024-10-13 10:25:51,000 - Train: 42.93% [537000/1251000] [429.3/1000.0] [batch_t 0.245 (0.242)] [data_t 0.007] [optim_t 0.238] [lr 0.001842] [CE 4.054 (4.402)] [KD 4.052 (4.075)] 2024-10-13 10:26:02,872 - Train: 42.93% [537050/1251000] [429.3/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.219] [lr 0.001842] [CE 4.316 (4.413)] [KD 4.181 (4.118)] 2024-10-13 10:26:15,211 - Train: 42.93% [537100/1251000] [429.3/1000.0] [batch_t 0.227 (0.247)] [data_t 0.010] [optim_t 0.217] [lr 0.001842] [CE 4.132 (4.433)] [KD 4.142 (4.137)] 2024-10-13 10:26:27,509 - Train: 42.94% [537150/1251000] [429.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.001842] [CE 3.859 (4.409)] [KD 4.052 (4.150)] 2024-10-13 10:26:39,834 - Train: 42.94% [537200/1251000] [429.4/1000.0] [batch_t 0.228 (0.246)] [data_t 0.009] [optim_t 0.219] [lr 0.001842] [CE 4.458 (4.423)] [KD 4.331 (4.067)] 2024-10-13 10:26:51,685 - Train: 42.95% [537250/1251000] [429.5/1000.0] [batch_t 0.248 (0.237)] [data_t 0.010] [optim_t 0.239] [lr 0.001841] [CE 4.063 (4.377)] [KD 3.922 (4.109)] 2024-10-13 10:27:03,394 - Train: 42.95% [537300/1251000] [429.5/1000.0] [batch_t 0.250 (0.234)] [data_t 0.010] [optim_t 0.240] [lr 0.001841] [CE 4.115 (4.421)] [KD 3.764 (4.073)] 2024-10-13 10:27:15,406 - Train: 42.95% [537350/1251000] [429.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.001841] [CE 3.823 (4.397)] [KD 3.699 (4.109)] 2024-10-13 10:27:27,869 - Train: 42.96% [537400/1251000] [429.6/1000.0] [batch_t 0.237 (0.249)] [data_t 0.011] [optim_t 0.226] [lr 0.001841] [CE 4.131 (4.364)] [KD 4.075 (4.090)] 2024-10-13 10:27:39,422 - Train: 42.96% [537450/1251000] [429.6/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.214] [lr 0.001841] [CE 4.109 (4.377)] [KD 3.850 (4.096)] 2024-10-13 10:27:51,724 - Train: 42.97% [537500/1251000] [429.7/1000.0] [batch_t 0.222 (0.246)] [data_t 0.007] [optim_t 0.215] [lr 0.001841] [CE 4.661 (4.368)] [KD 4.135 (4.056)] 2024-10-13 10:28:03,569 - Train: 42.97% [537550/1251000] [429.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.007] [optim_t 0.232] [lr 0.001840] [CE 4.569 (4.367)] [KD 4.136 (4.036)] 2024-10-13 10:28:15,225 - Train: 42.97% [537600/1251000] [429.7/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.001840] [CE 4.490 (4.428)] [KD 4.120 (4.111)] 2024-10-13 10:28:27,189 - Train: 42.98% [537650/1251000] [429.8/1000.0] [batch_t 0.225 (0.239)] [data_t 0.007] [optim_t 0.218] [lr 0.001840] [CE 4.003 (4.312)] [KD 3.828 (4.026)] 2024-10-13 10:28:39,102 - Train: 42.98% [537700/1251000] [429.8/1000.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.001840] [CE 4.406 (4.460)] [KD 4.137 (4.095)] 2024-10-13 10:28:50,940 - Train: 42.99% [537750/1251000] [429.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.230] [lr 0.001840] [CE 4.601 (4.318)] [KD 4.269 (4.112)] 2024-10-13 10:29:03,878 - Train: 42.99% [537800/1251000] [429.9/1000.0] [batch_t 0.240 (0.259)] [data_t 0.010] [optim_t 0.230] [lr 0.001839] [CE 4.477 (4.474)] [KD 4.036 (4.104)] 2024-10-13 10:29:15,703 - Train: 42.99% [537850/1251000] [429.9/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.231] [lr 0.001839] [CE 4.379 (4.355)] [KD 3.826 (4.068)] 2024-10-13 10:29:27,494 - Train: 43.00% [537900/1251000] [430.0/1000.0] [batch_t 0.247 (0.236)] [data_t 0.008] [optim_t 0.239] [lr 0.001839] [CE 3.788 (4.372)] [KD 3.852 (4.080)] 2024-10-13 10:29:43,139 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.160)] [top1_cnt 36435] [top5_cnt 45771] [top_all 50000] 2024-10-13 10:29:43,140 - net: 72.870 (91.542) 2024-10-13 10:29:51,831 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.157)] [top1_cnt 38707] [top5_cnt 46772] [top_all 50000] 2024-10-13 10:29:51,832 - net_E: 77.414 (93.544) 2024-10-13 10:29:52,029 - Max [top1: 72.946 (epoch: 425)] [top1-ema: 77.414 (epoch: 430)] 2024-10-13 10:29:52,030 - ==> Total time: 1 day, 13:51:44 Eta: 2 days, 2:11:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:30:12,959 - Train: 43.00% [537950/1251000] [430.0/1000.0] [batch_t 0.219 (0.282)] [data_t 0.010] [optim_t 0.210] [lr 0.001839] [CE 4.645 (4.305)] [KD 4.266 (4.028)] 2024-10-13 10:30:24,792 - Train: 43.01% [538000/1251000] [430.1/1000.0] [batch_t 0.239 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.001839] [CE 4.121 (4.375)] [KD 3.832 (3.971)] 2024-10-13 10:30:37,505 - Train: 43.01% [538050/1251000] [430.1/1000.0] [batch_t 0.226 (0.254)] [data_t 0.007] [optim_t 0.219] [lr 0.001839] [CE 4.917 (4.351)] [KD 4.340 (3.994)] 2024-10-13 10:30:49,308 - Train: 43.01% [538100/1251000] [430.1/1000.0] [batch_t 0.221 (0.236)] [data_t 0.007] [optim_t 0.214] [lr 0.001838] [CE 4.002 (4.363)] [KD 4.028 (4.044)] 2024-10-13 10:31:00,986 - Train: 43.02% [538150/1251000] [430.2/1000.0] [batch_t 0.241 (0.233)] [data_t 0.008] [optim_t 0.233] [lr 0.001838] [CE 4.392 (4.423)] [KD 4.010 (4.036)] 2024-10-13 10:31:12,920 - Train: 43.02% [538200/1251000] [430.2/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.001838] [CE 4.256 (4.375)] [KD 3.739 (4.019)] 2024-10-13 10:31:24,981 - Train: 43.03% [538250/1251000] [430.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.001838] [CE 4.789 (4.352)] [KD 4.419 (4.030)] 2024-10-13 10:31:36,549 - Train: 43.03% [538300/1251000] [430.3/1000.0] [batch_t 0.232 (0.231)] [data_t 0.007] [optim_t 0.225] [lr 0.001838] [CE 4.084 (4.357)] [KD 3.834 (4.043)] 2024-10-13 10:31:48,431 - Train: 43.03% [538350/1251000] [430.3/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.219] [lr 0.001837] [CE 3.775 (4.320)] [KD 3.868 (4.095)] 2024-10-13 10:32:00,347 - Train: 43.04% [538400/1251000] [430.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001837] [CE 4.358 (4.367)] [KD 3.950 (4.102)] 2024-10-13 10:32:12,361 - Train: 43.04% [538450/1251000] [430.4/1000.0] [batch_t 0.226 (0.240)] [data_t 0.008] [optim_t 0.218] [lr 0.001837] [CE 4.329 (4.413)] [KD 3.953 (4.077)] 2024-10-13 10:32:23,972 - Train: 43.05% [538500/1251000] [430.5/1000.0] [batch_t 0.213 (0.232)] [data_t 0.009] [optim_t 0.204] [lr 0.001837] [CE 4.192 (4.406)] [KD 3.963 (4.092)] 2024-10-13 10:32:35,652 - Train: 43.05% [538550/1251000] [430.5/1000.0] [batch_t 0.234 (0.233)] [data_t 0.008] [optim_t 0.227] [lr 0.001837] [CE 4.831 (4.391)] [KD 4.157 (4.044)] 2024-10-13 10:32:47,593 - Train: 43.05% [538600/1251000] [430.5/1000.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.212] [lr 0.001837] [CE 4.452 (4.370)] [KD 4.285 (4.059)] 2024-10-13 10:32:59,760 - Train: 43.06% [538650/1251000] [430.6/1000.0] [batch_t 0.396 (0.243)] [data_t 0.007] [optim_t 0.390] [lr 0.001836] [CE 4.355 (4.400)] [KD 4.046 (4.080)] 2024-10-13 10:33:11,818 - Train: 43.06% [538700/1251000] [430.6/1000.0] [batch_t 0.224 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.001836] [CE 3.908 (4.370)] [KD 3.877 (4.074)] 2024-10-13 10:33:23,671 - Train: 43.07% [538750/1251000] [430.7/1000.0] [batch_t 0.243 (0.237)] [data_t 0.007] [optim_t 0.236] [lr 0.001836] [CE 4.162 (4.424)] [KD 3.964 (4.114)] 2024-10-13 10:33:35,719 - Train: 43.07% [538800/1251000] [430.7/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.001836] [CE 4.122 (4.327)] [KD 4.112 (4.082)] 2024-10-13 10:33:47,983 - Train: 43.07% [538850/1251000] [430.7/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.001836] [CE 4.415 (4.364)] [KD 4.115 (4.003)] 2024-10-13 10:33:59,895 - Train: 43.08% [538900/1251000] [430.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001835] [CE 4.394 (4.418)] [KD 4.090 (4.075)] 2024-10-13 10:34:11,863 - Train: 43.08% [538950/1251000] [430.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.001835] [CE 4.166 (4.372)] [KD 3.763 (4.097)] 2024-10-13 10:34:23,935 - Train: 43.09% [539000/1251000] [430.9/1000.0] [batch_t 0.228 (0.241)] [data_t 0.010] [optim_t 0.218] [lr 0.001835] [CE 4.572 (4.438)] [KD 4.382 (4.117)] 2024-10-13 10:34:36,554 - Train: 43.09% [539050/1251000] [430.9/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.001835] [CE 4.464 (4.398)] [KD 4.112 (4.083)] 2024-10-13 10:34:48,113 - Train: 43.09% [539100/1251000] [430.9/1000.0] [batch_t 0.229 (0.231)] [data_t 0.008] [optim_t 0.220] [lr 0.001835] [CE 4.549 (4.424)] [KD 3.816 (4.107)] 2024-10-13 10:35:00,159 - Train: 43.10% [539150/1251000] [431.0/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001835] [CE 3.885 (4.378)] [KD 3.897 (4.023)] 2024-10-13 10:35:16,189 - Test (net): 100.00% [50/50] [batch_t 0.397 (0.161)] [top1_cnt 36421] [top5_cnt 45721] [top_all 50000] 2024-10-13 10:35:16,190 - net: 72.842 (91.442) 2024-10-13 10:35:24,595 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.153)] [top1_cnt 38712] [top5_cnt 46796] [top_all 50000] 2024-10-13 10:35:24,596 - net_E: 77.424 (93.592) 2024-10-13 10:35:24,811 - Max [top1: 72.946 (epoch: 425)] [top1-ema: 77.424 (epoch: 431)] 2024-10-13 10:35:24,812 - ==> Total time: 1 day, 13:57:17 Eta: 2 days, 2:06:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:35:41,480 - Train: 43.10% [539200/1251000] [431.0/1000.0] [batch_t 0.227 (0.260)] [data_t 0.009] [optim_t 0.219] [lr 0.001834] [CE 4.246 (4.307)] [KD 3.874 (4.030)] 2024-10-13 10:35:53,066 - Train: 43.11% [539250/1251000] [431.1/1000.0] [batch_t 0.233 (0.232)] [data_t 0.006] [optim_t 0.226] [lr 0.001834] [CE 4.531 (4.352)] [KD 4.137 (3.990)] 2024-10-13 10:36:05,363 - Train: 43.11% [539300/1251000] [431.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.231] [lr 0.001834] [CE 4.587 (4.405)] [KD 4.178 (4.019)] 2024-10-13 10:36:17,046 - Train: 43.11% [539350/1251000] [431.1/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.001834] [CE 4.484 (4.457)] [KD 4.112 (4.066)] 2024-10-13 10:36:28,482 - Train: 43.12% [539400/1251000] [431.2/1000.0] [batch_t 0.215 (0.229)] [data_t 0.009] [optim_t 0.206] [lr 0.001834] [CE 4.407 (4.325)] [KD 3.833 (3.957)] 2024-10-13 10:36:39,904 - Train: 43.12% [539450/1251000] [431.2/1000.0] [batch_t 0.230 (0.228)] [data_t 0.006] [optim_t 0.224] [lr 0.001833] [CE 4.758 (4.379)] [KD 4.107 (3.973)] 2024-10-13 10:36:51,683 - Train: 43.13% [539500/1251000] [431.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.007] [optim_t 0.225] [lr 0.001833] [CE 4.355 (4.355)] [KD 4.291 (3.981)] 2024-10-13 10:37:03,235 - Train: 43.13% [539550/1251000] [431.3/1000.0] [batch_t 0.245 (0.231)] [data_t 0.010] [optim_t 0.235] [lr 0.001833] [CE 4.859 (4.408)] [KD 4.375 (4.066)] 2024-10-13 10:37:14,790 - Train: 43.13% [539600/1251000] [431.3/1000.0] [batch_t 0.218 (0.231)] [data_t 0.008] [optim_t 0.210] [lr 0.001833] [CE 4.234 (4.380)] [KD 3.994 (4.018)] 2024-10-13 10:37:26,789 - Train: 43.14% [539650/1251000] [431.4/1000.0] [batch_t 0.218 (0.240)] [data_t 0.009] [optim_t 0.208] [lr 0.001833] [CE 4.254 (4.328)] [KD 3.799 (4.019)] 2024-10-13 10:37:38,507 - Train: 43.14% [539700/1251000] [431.4/1000.0] [batch_t 0.245 (0.234)] [data_t 0.009] [optim_t 0.236] [lr 0.001833] [CE 4.662 (4.381)] [KD 4.141 (3.989)] 2024-10-13 10:37:50,183 - Train: 43.15% [539750/1251000] [431.5/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.001832] [CE 4.590 (4.361)] [KD 4.200 (4.059)] 2024-10-13 10:38:01,747 - Train: 43.15% [539800/1251000] [431.5/1000.0] [batch_t 0.229 (0.231)] [data_t 0.010] [optim_t 0.219] [lr 0.001832] [CE 4.402 (4.413)] [KD 4.170 (4.102)] 2024-10-13 10:38:13,247 - Train: 43.15% [539850/1251000] [431.5/1000.0] [batch_t 0.236 (0.230)] [data_t 0.010] [optim_t 0.227] [lr 0.001832] [CE 4.537 (4.394)] [KD 4.313 (4.109)] 2024-10-13 10:38:25,032 - Train: 43.16% [539900/1251000] [431.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.006] [optim_t 0.231] [lr 0.001832] [CE 4.995 (4.442)] [KD 4.596 (4.126)] 2024-10-13 10:38:37,471 - Train: 43.16% [539950/1251000] [431.6/1000.0] [batch_t 0.217 (0.249)] [data_t 0.009] [optim_t 0.209] [lr 0.001832] [CE 4.577 (4.392)] [KD 4.022 (4.035)] 2024-10-13 10:38:49,100 - Train: 43.17% [540000/1251000] [431.7/1000.0] [batch_t 0.217 (0.232)] [data_t 0.009] [optim_t 0.208] [lr 0.001831] [CE 4.716 (4.327)] [KD 4.356 (4.013)] 2024-10-13 10:39:00,666 - Train: 43.17% [540050/1251000] [431.7/1000.0] [batch_t 0.217 (0.231)] [data_t 0.009] [optim_t 0.208] [lr 0.001831] [CE 4.866 (4.403)] [KD 4.598 (4.163)] 2024-10-13 10:39:12,504 - Train: 43.17% [540100/1251000] [431.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.010] [optim_t 0.229] [lr 0.001831] [CE 4.495 (4.412)] [KD 4.162 (4.134)] 2024-10-13 10:39:24,045 - Train: 43.18% [540150/1251000] [431.8/1000.0] [batch_t 0.240 (0.231)] [data_t 0.010] [optim_t 0.230] [lr 0.001831] [CE 4.063 (4.318)] [KD 3.838 (4.063)] 2024-10-13 10:39:35,762 - Train: 43.18% [540200/1251000] [431.8/1000.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.209] [lr 0.001831] [CE 4.339 (4.373)] [KD 3.912 (4.080)] 2024-10-13 10:39:47,095 - Train: 43.19% [540250/1251000] [431.9/1000.0] [batch_t 0.221 (0.226)] [data_t 0.009] [optim_t 0.212] [lr 0.001830] [CE 4.780 (4.443)] [KD 4.265 (4.060)] 2024-10-13 10:39:59,270 - Train: 43.19% [540300/1251000] [431.9/1000.0] [batch_t 0.214 (0.243)] [data_t 0.009] [optim_t 0.206] [lr 0.001830] [CE 4.545 (4.416)] [KD 4.272 (4.099)] 2024-10-13 10:40:10,906 - Train: 43.19% [540350/1251000] [431.9/1000.0] [batch_t 0.227 (0.233)] [data_t 0.010] [optim_t 0.217] [lr 0.001830] [CE 4.261 (4.402)] [KD 4.151 (4.072)] 2024-10-13 10:40:22,535 - Train: 43.20% [540400/1251000] [432.0/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.001830] [CE 4.788 (4.369)] [KD 4.178 (4.088)] 2024-10-13 10:40:38,462 - Test (net): 100.00% [50/50] [batch_t 0.702 (0.164)] [top1_cnt 36265] [top5_cnt 45657] [top_all 50000] 2024-10-13 10:40:38,463 - net: 72.530 (91.314) 2024-10-13 10:40:46,941 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.154)] [top1_cnt 38717] [top5_cnt 46764] [top_all 50000] 2024-10-13 10:40:46,942 - net_E: 77.434 (93.528) 2024-10-13 10:40:47,140 - Max [top1: 72.946 (epoch: 425)] [top1-ema: 77.434 (epoch: 432)] 2024-10-13 10:40:47,141 - ==> Total time: 1 day, 14:02:39 Eta: 2 days, 2:01:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:41:02,917 - Train: 43.20% [540450/1251000] [432.0/1000.0] [batch_t 0.235 (0.258)] [data_t 0.010] [optim_t 0.225] [lr 0.001830] [CE 4.817 (4.389)] [KD 4.186 (4.008)] 2024-10-13 10:41:15,086 - Train: 43.21% [540500/1251000] [432.1/1000.0] [batch_t 0.216 (0.243)] [data_t 0.007] [optim_t 0.209] [lr 0.001830] [CE 4.706 (4.347)] [KD 4.313 (4.073)] 2024-10-13 10:41:27,244 - Train: 43.21% [540550/1251000] [432.1/1000.0] [batch_t 0.219 (0.243)] [data_t 0.008] [optim_t 0.211] [lr 0.001829] [CE 4.061 (4.411)] [KD 3.942 (4.050)] 2024-10-13 10:41:38,695 - Train: 43.21% [540600/1251000] [432.1/1000.0] [batch_t 0.240 (0.229)] [data_t 0.010] [optim_t 0.230] [lr 0.001829] [CE 4.606 (4.423)] [KD 4.150 (4.074)] 2024-10-13 10:41:50,264 - Train: 43.22% [540650/1251000] [432.2/1000.0] [batch_t 0.237 (0.231)] [data_t 0.008] [optim_t 0.230] [lr 0.001829] [CE 4.639 (4.405)] [KD 4.070 (4.089)] 2024-10-13 10:42:02,480 - Train: 43.22% [540700/1251000] [432.2/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.001829] [CE 4.193 (4.377)] [KD 3.782 (4.002)] 2024-10-13 10:42:14,747 - Train: 43.23% [540750/1251000] [432.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.006] [optim_t 0.230] [lr 0.001829] [CE 4.011 (4.347)] [KD 3.858 (4.043)] 2024-10-13 10:42:26,766 - Train: 43.23% [540800/1251000] [432.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.001828] [CE 4.377 (4.422)] [KD 4.054 (4.076)] 2024-10-13 10:42:38,642 - Train: 43.23% [540850/1251000] [432.3/1000.0] [batch_t 0.215 (0.237)] [data_t 0.009] [optim_t 0.206] [lr 0.001828] [CE 4.513 (4.375)] [KD 4.020 (4.085)] 2024-10-13 10:42:50,618 - Train: 43.24% [540900/1251000] [432.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.007] [optim_t 0.231] [lr 0.001828] [CE 4.097 (4.338)] [KD 3.832 (4.027)] 2024-10-13 10:43:02,771 - Train: 43.24% [540950/1251000] [432.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.001828] [CE 4.529 (4.348)] [KD 4.264 (4.054)] 2024-10-13 10:43:14,346 - Train: 43.25% [541000/1251000] [432.5/1000.0] [batch_t 0.221 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.001828] [CE 4.356 (4.361)] [KD 3.853 (4.126)] 2024-10-13 10:43:25,877 - Train: 43.25% [541050/1251000] [432.5/1000.0] [batch_t 0.240 (0.230)] [data_t 0.007] [optim_t 0.233] [lr 0.001828] [CE 4.534 (4.355)] [KD 4.169 (4.088)] 2024-10-13 10:43:37,768 - Train: 43.25% [541100/1251000] [432.5/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.001827] [CE 4.548 (4.416)] [KD 3.910 (4.062)] 2024-10-13 10:43:49,889 - Train: 43.26% [541150/1251000] [432.6/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.001827] [CE 4.047 (4.399)] [KD 4.001 (4.087)] 2024-10-13 10:44:01,589 - Train: 43.26% [541200/1251000] [432.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.225] [lr 0.001827] [CE 4.289 (4.363)] [KD 4.086 (4.076)] 2024-10-13 10:44:13,362 - Train: 43.27% [541250/1251000] [432.7/1000.0] [batch_t 0.239 (0.235)] [data_t 0.010] [optim_t 0.229] [lr 0.001827] [CE 4.137 (4.328)] [KD 3.867 (4.033)] 2024-10-13 10:44:25,173 - Train: 43.27% [541300/1251000] [432.7/1000.0] [batch_t 0.218 (0.236)] [data_t 0.010] [optim_t 0.208] [lr 0.001827] [CE 4.331 (4.382)] [KD 4.158 (4.074)] 2024-10-13 10:44:36,851 - Train: 43.27% [541350/1251000] [432.7/1000.0] [batch_t 0.239 (0.233)] [data_t 0.007] [optim_t 0.232] [lr 0.001826] [CE 4.409 (4.399)] [KD 3.911 (4.074)] 2024-10-13 10:44:48,064 - Train: 43.28% [541400/1251000] [432.8/1000.0] [batch_t 0.219 (0.224)] [data_t 0.009] [optim_t 0.209] [lr 0.001826] [CE 4.619 (4.424)] [KD 4.008 (4.082)] 2024-10-13 10:44:59,421 - Train: 43.28% [541450/1251000] [432.8/1000.0] [batch_t 0.225 (0.227)] [data_t 0.009] [optim_t 0.216] [lr 0.001826] [CE 3.994 (4.341)] [KD 3.830 (4.021)] 2024-10-13 10:45:11,579 - Train: 43.29% [541500/1251000] [432.9/1000.0] [batch_t 0.223 (0.243)] [data_t 0.007] [optim_t 0.216] [lr 0.001826] [CE 4.685 (4.365)] [KD 4.263 (4.037)] 2024-10-13 10:45:23,816 - Train: 43.29% [541550/1251000] [432.9/1000.0] [batch_t 0.222 (0.245)] [data_t 0.006] [optim_t 0.216] [lr 0.001826] [CE 4.666 (4.357)] [KD 3.909 (4.052)] 2024-10-13 10:45:35,714 - Train: 43.29% [541600/1251000] [432.9/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.001826] [CE 4.635 (4.459)] [KD 3.835 (3.994)] 2024-10-13 10:45:47,247 - Train: 43.30% [541650/1251000] [433.0/1000.0] [batch_t 0.255 (0.230)] [data_t 0.006] [optim_t 0.249] [lr 0.001825] [CE 4.689 (4.451)] [KD 4.203 (4.054)] 2024-10-13 10:46:02,965 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.155)] [top1_cnt 36429] [top5_cnt 45684] [top_all 50000] 2024-10-13 10:46:02,966 - net: 72.858 (91.368) 2024-10-13 10:46:11,672 - Test (net_E): 100.00% [50/50] [batch_t 0.281 (0.158)] [top1_cnt 38715] [top5_cnt 46762] [top_all 50000] 2024-10-13 10:46:11,673 - net_E: 77.430 (93.524) 2024-10-13 10:46:11,871 - Max [top1: 72.946 (epoch: 425)] [top1-ema: 77.434 (epoch: 432)] 2024-10-13 10:46:11,872 - ==> Total time: 1 day, 14:08:04 Eta: 2 days, 1:56:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:46:19,710 - Train: 43.30% [541700/1251000] [433.0/1000.0] [batch_t 0.233 (0.266)] [data_t 0.009] [optim_t 0.224] [lr 0.001825] [CE 4.807 (4.326)] [KD 4.318 (4.020)] 2024-10-13 10:46:31,437 - Train: 43.31% [541750/1251000] [433.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.010] [optim_t 0.225] [lr 0.001825] [CE 4.382 (4.364)] [KD 4.209 (3.983)] 2024-10-13 10:46:43,657 - Train: 43.31% [541800/1251000] [433.1/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.001825] [CE 4.323 (4.282)] [KD 4.008 (3.965)] 2024-10-13 10:46:55,466 - Train: 43.31% [541850/1251000] [433.1/1000.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.001825] [CE 5.010 (4.389)] [KD 4.562 (4.041)] 2024-10-13 10:47:07,349 - Train: 43.32% [541900/1251000] [433.2/1000.0] [batch_t 0.229 (0.237)] [data_t 0.009] [optim_t 0.220] [lr 0.001824] [CE 3.909 (4.385)] [KD 3.636 (4.009)] 2024-10-13 10:47:18,646 - Train: 43.32% [541950/1251000] [433.2/1000.0] [batch_t 0.234 (0.226)] [data_t 0.010] [optim_t 0.223] [lr 0.001824] [CE 4.361 (4.359)] [KD 4.037 (4.023)] 2024-10-13 10:47:30,436 - Train: 43.33% [542000/1251000] [433.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001824] [CE 4.565 (4.404)] [KD 4.424 (4.062)] 2024-10-13 10:47:41,830 - Train: 43.33% [542050/1251000] [433.3/1000.0] [batch_t 0.215 (0.228)] [data_t 0.006] [optim_t 0.209] [lr 0.001824] [CE 3.799 (4.386)] [KD 3.769 (4.082)] 2024-10-13 10:47:53,707 - Train: 43.33% [542100/1251000] [433.3/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.217] [lr 0.001824] [CE 4.894 (4.423)] [KD 4.320 (4.029)] 2024-10-13 10:48:05,249 - Train: 43.34% [542150/1251000] [433.4/1000.0] [batch_t 0.245 (0.231)] [data_t 0.009] [optim_t 0.236] [lr 0.001824] [CE 4.463 (4.306)] [KD 4.333 (3.996)] 2024-10-13 10:48:16,908 - Train: 43.34% [542200/1251000] [433.4/1000.0] [batch_t 0.228 (0.233)] [data_t 0.008] [optim_t 0.220] [lr 0.001823] [CE 4.003 (4.359)] [KD 3.908 (3.990)] 2024-10-13 10:48:28,495 - Train: 43.35% [542250/1251000] [433.5/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.001823] [CE 4.629 (4.378)] [KD 4.200 (4.058)] 2024-10-13 10:48:40,375 - Train: 43.35% [542300/1251000] [433.5/1000.0] [batch_t 0.241 (0.237)] [data_t 0.007] [optim_t 0.235] [lr 0.001823] [CE 4.094 (4.298)] [KD 3.894 (4.031)] 2024-10-13 10:48:51,731 - Train: 43.35% [542350/1251000] [433.5/1000.0] [batch_t 0.218 (0.227)] [data_t 0.008] [optim_t 0.211] [lr 0.001823] [CE 4.408 (4.416)] [KD 3.934 (4.002)] 2024-10-13 10:49:03,684 - Train: 43.36% [542400/1251000] [433.6/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.001823] [CE 4.522 (4.340)] [KD 4.254 (3.997)] 2024-10-13 10:49:15,538 - Train: 43.36% [542450/1251000] [433.6/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.001822] [CE 4.135 (4.348)] [KD 3.854 (4.035)] 2024-10-13 10:49:27,040 - Train: 43.37% [542500/1251000] [433.7/1000.0] [batch_t 0.211 (0.230)] [data_t 0.009] [optim_t 0.202] [lr 0.001822] [CE 4.206 (4.424)] [KD 4.024 (4.111)] 2024-10-13 10:49:38,573 - Train: 43.37% [542550/1251000] [433.7/1000.0] [batch_t 0.216 (0.230)] [data_t 0.008] [optim_t 0.208] [lr 0.001822] [CE 4.449 (4.444)] [KD 4.096 (4.029)] 2024-10-13 10:49:49,905 - Train: 43.37% [542600/1251000] [433.7/1000.0] [batch_t 0.212 (0.226)] [data_t 0.007] [optim_t 0.204] [lr 0.001822] [CE 4.635 (4.371)] [KD 4.103 (4.040)] 2024-10-13 10:50:01,314 - Train: 43.38% [542650/1251000] [433.8/1000.0] [batch_t 0.242 (0.228)] [data_t 0.009] [optim_t 0.232] [lr 0.001822] [CE 4.242 (4.341)] [KD 3.908 (4.019)] 2024-10-13 10:50:13,066 - Train: 43.38% [542700/1251000] [433.8/1000.0] [batch_t 0.214 (0.235)] [data_t 0.009] [optim_t 0.205] [lr 0.001822] [CE 4.622 (4.369)] [KD 4.135 (4.062)] 2024-10-13 10:50:24,899 - Train: 43.39% [542750/1251000] [433.9/1000.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.001821] [CE 4.204 (4.411)] [KD 3.973 (4.114)] 2024-10-13 10:50:36,707 - Train: 43.39% [542800/1251000] [433.9/1000.0] [batch_t 0.221 (0.236)] [data_t 0.008] [optim_t 0.213] [lr 0.001821] [CE 4.658 (4.330)] [KD 4.053 (4.087)] 2024-10-13 10:50:48,465 - Train: 43.39% [542850/1251000] [433.9/1000.0] [batch_t 0.222 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.001821] [CE 4.703 (4.444)] [KD 4.350 (4.088)] 2024-10-13 10:50:59,843 - Train: 43.40% [542900/1251000] [434.0/1000.0] [batch_t 0.225 (0.227)] [data_t 0.010] [optim_t 0.215] [lr 0.001821] [CE 4.756 (4.483)] [KD 4.430 (4.136)] 2024-10-13 10:51:16,641 - Test (net): 100.00% [50/50] [batch_t 0.558 (0.170)] [top1_cnt 36527] [top5_cnt 45833] [top_all 50000] 2024-10-13 10:51:16,641 - net: 73.054 (91.666) 2024-10-13 10:51:25,284 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.156)] [top1_cnt 38703] [top5_cnt 46783] [top_all 50000] 2024-10-13 10:51:25,284 - net_E: 77.406 (93.566) 2024-10-13 10:51:25,505 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.434 (epoch: 432)] 2024-10-13 10:51:25,506 - ==> Total time: 1 day, 14:13:18 Eta: 2 days, 1:50:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:51:42,108 - Train: 43.40% [542950/1251000] [434.0/1000.0] [batch_t 0.230 (0.279)] [data_t 0.007] [optim_t 0.223] [lr 0.001821] [CE 4.284 (4.423)] [KD 3.905 (4.054)] 2024-10-13 10:51:53,532 - Train: 43.41% [543000/1251000] [434.1/1000.0] [batch_t 0.228 (0.228)] [data_t 0.009] [optim_t 0.219] [lr 0.001820] [CE 4.034 (4.348)] [KD 3.686 (4.003)] 2024-10-13 10:52:05,963 - Train: 43.41% [543050/1251000] [434.1/1000.0] [batch_t 0.223 (0.248)] [data_t 0.010] [optim_t 0.213] [lr 0.001820] [CE 4.501 (4.283)] [KD 4.180 (3.947)] 2024-10-13 10:52:17,779 - Train: 43.41% [543100/1251000] [434.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.001820] [CE 4.084 (4.348)] [KD 4.084 (4.027)] 2024-10-13 10:52:29,560 - Train: 43.42% [543150/1251000] [434.2/1000.0] [batch_t 0.240 (0.235)] [data_t 0.011] [optim_t 0.229] [lr 0.001820] [CE 4.477 (4.373)] [KD 4.150 (4.022)] 2024-10-13 10:52:41,243 - Train: 43.42% [543200/1251000] [434.2/1000.0] [batch_t 0.230 (0.233)] [data_t 0.010] [optim_t 0.220] [lr 0.001820] [CE 4.804 (4.412)] [KD 4.041 (4.068)] 2024-10-13 10:52:52,992 - Train: 43.43% [543250/1251000] [434.3/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.216] [lr 0.001820] [CE 4.543 (4.356)] [KD 4.084 (4.053)] 2024-10-13 10:53:04,775 - Train: 43.43% [543300/1251000] [434.3/1000.0] [batch_t 0.263 (0.236)] [data_t 0.010] [optim_t 0.253] [lr 0.001819] [CE 4.540 (4.281)] [KD 4.151 (4.002)] 2024-10-13 10:53:16,976 - Train: 43.43% [543350/1251000] [434.3/1000.0] [batch_t 0.227 (0.244)] [data_t 0.007] [optim_t 0.220] [lr 0.001819] [CE 4.544 (4.327)] [KD 4.217 (4.038)] 2024-10-13 10:53:28,843 - Train: 43.44% [543400/1251000] [434.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.010] [optim_t 0.227] [lr 0.001819] [CE 4.346 (4.396)] [KD 4.018 (4.041)] 2024-10-13 10:53:40,444 - Train: 43.44% [543450/1251000] [434.4/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.001819] [CE 4.091 (4.338)] [KD 3.617 (4.049)] 2024-10-13 10:53:51,980 - Train: 43.45% [543500/1251000] [434.5/1000.0] [batch_t 0.222 (0.231)] [data_t 0.011] [optim_t 0.211] [lr 0.001819] [CE 3.984 (4.403)] [KD 3.857 (4.089)] 2024-10-13 10:54:03,646 - Train: 43.45% [543550/1251000] [434.5/1000.0] [batch_t 0.234 (0.233)] [data_t 0.007] [optim_t 0.226] [lr 0.001818] [CE 4.616 (4.413)] [KD 4.210 (4.090)] 2024-10-13 10:54:15,113 - Train: 43.45% [543600/1251000] [434.5/1000.0] [batch_t 0.225 (0.229)] [data_t 0.007] [optim_t 0.218] [lr 0.001818] [CE 3.956 (4.281)] [KD 3.855 (3.976)] 2024-10-13 10:54:27,289 - Train: 43.46% [543650/1251000] [434.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.001818] [CE 3.887 (4.353)] [KD 3.761 (4.031)] 2024-10-13 10:54:39,247 - Train: 43.46% [543700/1251000] [434.6/1000.0] [batch_t 0.219 (0.239)] [data_t 0.007] [optim_t 0.212] [lr 0.001818] [CE 5.106 (4.411)] [KD 4.385 (4.023)] 2024-10-13 10:54:51,058 - Train: 43.47% [543750/1251000] [434.7/1000.0] [batch_t 0.231 (0.236)] [data_t 0.007] [optim_t 0.224] [lr 0.001818] [CE 4.283 (4.457)] [KD 3.959 (4.099)] 2024-10-13 10:55:02,990 - Train: 43.47% [543800/1251000] [434.7/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.001818] [CE 4.109 (4.381)] [KD 3.966 (4.030)] 2024-10-13 10:55:15,068 - Train: 43.47% [543850/1251000] [434.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.001817] [CE 4.309 (4.353)] [KD 4.081 (4.076)] 2024-10-13 10:55:26,768 - Train: 43.48% [543900/1251000] [434.8/1000.0] [batch_t 0.232 (0.234)] [data_t 0.007] [optim_t 0.225] [lr 0.001817] [CE 4.228 (4.386)] [KD 4.020 (4.054)] 2024-10-13 10:55:39,335 - Train: 43.48% [543950/1251000] [434.8/1000.0] [batch_t 0.228 (0.251)] [data_t 0.007] [optim_t 0.221] [lr 0.001817] [CE 4.203 (4.404)] [KD 3.843 (4.062)] 2024-10-13 10:55:51,268 - Train: 43.49% [544000/1251000] [434.9/1000.0] [batch_t 0.225 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.001817] [CE 4.270 (4.346)] [KD 4.100 (4.013)] 2024-10-13 10:56:03,414 - Train: 43.49% [544050/1251000] [434.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001817] [CE 4.453 (4.314)] [KD 4.218 (3.978)] 2024-10-13 10:56:15,169 - Train: 43.49% [544100/1251000] [434.9/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.001816] [CE 4.371 (4.385)] [KD 3.980 (4.029)] 2024-10-13 10:56:27,323 - Train: 43.50% [544150/1251000] [435.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.001816] [CE 4.656 (4.408)] [KD 3.894 (4.102)] 2024-10-13 10:56:44,423 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 36421] [top5_cnt 45741] [top_all 50000] 2024-10-13 10:56:44,423 - net: 72.842 (91.482) 2024-10-13 10:56:52,869 - Test (net_E): 100.00% [50/50] [batch_t 0.129 (0.153)] [top1_cnt 38745] [top5_cnt 46788] [top_all 50000] 2024-10-13 10:56:52,870 - net_E: 77.490 (93.576) 2024-10-13 10:56:53,072 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.490 (epoch: 435)] 2024-10-13 10:56:53,072 - ==> Total time: 1 day, 14:18:45 Eta: 2 days, 1:45:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 10:57:17,702 - Train: 43.50% [544200/1251000] [435.0/1000.0] [batch_t 0.236 (0.289)] [data_t 0.008] [optim_t 0.228] [lr 0.001816] [CE 3.927 (4.405)] [KD 3.714 (4.000)] 2024-10-13 10:57:29,580 - Train: 43.51% [544250/1251000] [435.1/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.001816] [CE 4.114 (4.340)] [KD 3.633 (3.960)] 2024-10-13 10:57:42,224 - Train: 43.51% [544300/1251000] [435.1/1000.0] [batch_t 0.234 (0.253)] [data_t 0.007] [optim_t 0.227] [lr 0.001816] [CE 4.165 (4.436)] [KD 4.084 (4.005)] 2024-10-13 10:57:54,565 - Train: 43.51% [544350/1251000] [435.1/1000.0] [batch_t 0.242 (0.247)] [data_t 0.007] [optim_t 0.236] [lr 0.001816] [CE 4.504 (4.320)] [KD 4.055 (3.997)] 2024-10-13 10:58:06,775 - Train: 43.52% [544400/1251000] [435.2/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.001815] [CE 4.264 (4.426)] [KD 3.829 (4.065)] 2024-10-13 10:58:18,559 - Train: 43.52% [544450/1251000] [435.2/1000.0] [batch_t 0.230 (0.235)] [data_t 0.011] [optim_t 0.219] [lr 0.001815] [CE 4.656 (4.392)] [KD 4.106 (4.014)] 2024-10-13 10:58:31,031 - Train: 43.53% [544500/1251000] [435.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.008] [optim_t 0.226] [lr 0.001815] [CE 4.496 (4.467)] [KD 3.899 (4.047)] 2024-10-13 10:58:43,112 - Train: 43.53% [544550/1251000] [435.3/1000.0] [batch_t 0.226 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.001815] [CE 4.159 (4.311)] [KD 3.851 (4.031)] 2024-10-13 10:58:55,386 - Train: 43.53% [544600/1251000] [435.3/1000.0] [batch_t 0.249 (0.245)] [data_t 0.007] [optim_t 0.242] [lr 0.001815] [CE 3.816 (4.339)] [KD 3.674 (4.007)] 2024-10-13 10:59:07,777 - Train: 43.54% [544650/1251000] [435.4/1000.0] [batch_t 0.228 (0.248)] [data_t 0.007] [optim_t 0.220] [lr 0.001814] [CE 4.921 (4.420)] [KD 4.336 (4.090)] 2024-10-13 10:59:19,848 - Train: 43.54% [544700/1251000] [435.4/1000.0] [batch_t 0.224 (0.241)] [data_t 0.007] [optim_t 0.217] [lr 0.001814] [CE 4.185 (4.350)] [KD 3.987 (4.087)] 2024-10-13 10:59:32,157 - Train: 43.55% [544750/1251000] [435.5/1000.0] [batch_t 0.223 (0.246)] [data_t 0.006] [optim_t 0.217] [lr 0.001814] [CE 4.368 (4.375)] [KD 3.932 (4.069)] 2024-10-13 10:59:43,957 - Train: 43.55% [544800/1251000] [435.5/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.001814] [CE 4.265 (4.367)] [KD 4.064 (4.063)] 2024-10-13 10:59:55,534 - Train: 43.55% [544850/1251000] [435.5/1000.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.001814] [CE 4.305 (4.385)] [KD 3.746 (4.002)] 2024-10-13 11:00:08,117 - Train: 43.56% [544900/1251000] [435.6/1000.0] [batch_t 0.410 (0.251)] [data_t 0.006] [optim_t 0.403] [lr 0.001814] [CE 4.364 (4.399)] [KD 4.081 (4.076)] 2024-10-13 11:00:20,574 - Train: 43.56% [544950/1251000] [435.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.008] [optim_t 0.225] [lr 0.001813] [CE 4.327 (4.430)] [KD 3.889 (4.060)] 2024-10-13 11:00:32,804 - Train: 43.57% [545000/1251000] [435.7/1000.0] [batch_t 0.249 (0.244)] [data_t 0.010] [optim_t 0.239] [lr 0.001813] [CE 4.698 (4.351)] [KD 3.948 (4.025)] 2024-10-13 11:00:44,919 - Train: 43.57% [545050/1251000] [435.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.001813] [CE 4.453 (4.451)] [KD 3.963 (4.046)] 2024-10-13 11:00:56,897 - Train: 43.57% [545100/1251000] [435.7/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.001813] [CE 4.127 (4.410)] [KD 3.862 (4.046)] 2024-10-13 11:01:09,328 - Train: 43.58% [545150/1251000] [435.8/1000.0] [batch_t 0.231 (0.248)] [data_t 0.007] [optim_t 0.224] [lr 0.001813] [CE 4.925 (4.405)] [KD 4.288 (4.029)] 2024-10-13 11:01:21,132 - Train: 43.58% [545200/1251000] [435.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.008] [optim_t 0.228] [lr 0.001812] [CE 4.799 (4.409)] [KD 4.256 (4.111)] 2024-10-13 11:01:33,433 - Train: 43.59% [545250/1251000] [435.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.008] [optim_t 0.225] [lr 0.001812] [CE 4.372 (4.430)] [KD 4.099 (4.073)] 2024-10-13 11:01:45,771 - Train: 43.59% [545300/1251000] [435.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.008] [optim_t 0.232] [lr 0.001812] [CE 4.236 (4.362)] [KD 3.948 (4.035)] 2024-10-13 11:01:58,302 - Train: 43.59% [545350/1251000] [435.9/1000.0] [batch_t 0.239 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.001812] [CE 4.353 (4.365)] [KD 4.178 (4.027)] 2024-10-13 11:02:10,618 - Train: 43.60% [545400/1251000] [436.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.001812] [CE 4.910 (4.472)] [KD 4.613 (4.178)] 2024-10-13 11:02:28,779 - Test (net): 100.00% [50/50] [batch_t 0.317 (0.189)] [top1_cnt 36180] [top5_cnt 45498] [top_all 50000] 2024-10-13 11:02:28,780 - net: 72.360 (90.996) 2024-10-13 11:02:39,230 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.192)] [top1_cnt 38728] [top5_cnt 46797] [top_all 50000] 2024-10-13 11:02:39,231 - net_E: 77.456 (93.594) 2024-10-13 11:02:39,496 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.490 (epoch: 435)] 2024-10-13 11:02:39,497 - ==> Total time: 1 day, 14:24:32 Eta: 2 days, 1:41:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:02:47,002 - Train: 43.60% [545450/1251000] [436.0/1000.0] [batch_t 0.235 (0.306)] [data_t 0.008] [optim_t 0.227] [lr 0.001812] [CE 3.972 (4.317)] [KD 4.214 (4.104)] 2024-10-13 11:02:59,442 - Train: 43.61% [545500/1251000] [436.1/1000.0] [batch_t 0.242 (0.249)] [data_t 0.011] [optim_t 0.231] [lr 0.001811] [CE 4.287 (4.338)] [KD 3.736 (4.026)] 2024-10-13 11:03:12,465 - Train: 43.61% [545550/1251000] [436.1/1000.0] [batch_t 0.477 (0.260)] [data_t 0.009] [optim_t 0.468] [lr 0.001811] [CE 4.489 (4.379)] [KD 3.985 (4.043)] 2024-10-13 11:03:24,189 - Train: 43.61% [545600/1251000] [436.1/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.001811] [CE 4.384 (4.433)] [KD 3.842 (4.087)] 2024-10-13 11:03:36,303 - Train: 43.62% [545650/1251000] [436.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.227] [lr 0.001811] [CE 4.703 (4.481)] [KD 4.257 (4.147)] 2024-10-13 11:03:48,377 - Train: 43.62% [545700/1251000] [436.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.001811] [CE 4.779 (4.433)] [KD 4.313 (4.077)] 2024-10-13 11:04:00,265 - Train: 43.63% [545750/1251000] [436.3/1000.0] [batch_t 0.247 (0.238)] [data_t 0.010] [optim_t 0.237] [lr 0.001810] [CE 4.611 (4.459)] [KD 4.131 (4.081)] 2024-10-13 11:04:12,422 - Train: 43.63% [545800/1251000] [436.3/1000.0] [batch_t 0.223 (0.243)] [data_t 0.009] [optim_t 0.214] [lr 0.001810] [CE 4.274 (4.420)] [KD 4.068 (4.047)] 2024-10-13 11:04:24,437 - Train: 43.63% [545850/1251000] [436.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.001810] [CE 4.696 (4.403)] [KD 4.507 (4.121)] 2024-10-13 11:04:36,655 - Train: 43.64% [545900/1251000] [436.4/1000.0] [batch_t 0.224 (0.244)] [data_t 0.010] [optim_t 0.214] [lr 0.001810] [CE 4.023 (4.486)] [KD 3.907 (4.142)] 2024-10-13 11:04:48,885 - Train: 43.64% [545950/1251000] [436.4/1000.0] [batch_t 0.429 (0.244)] [data_t 0.007] [optim_t 0.421] [lr 0.001810] [CE 4.263 (4.382)] [KD 3.881 (4.011)] 2024-10-13 11:05:01,087 - Train: 43.65% [546000/1251000] [436.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001810] [CE 4.333 (4.405)] [KD 4.310 (4.039)] 2024-10-13 11:05:12,848 - Train: 43.65% [546050/1251000] [436.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.008] [optim_t 0.223] [lr 0.001809] [CE 4.429 (4.302)] [KD 3.990 (4.004)] 2024-10-13 11:05:24,703 - Train: 43.65% [546100/1251000] [436.5/1000.0] [batch_t 0.251 (0.237)] [data_t 0.008] [optim_t 0.243] [lr 0.001809] [CE 4.421 (4.358)] [KD 3.901 (4.024)] 2024-10-13 11:05:37,285 - Train: 43.66% [546150/1251000] [436.6/1000.0] [batch_t 0.243 (0.251)] [data_t 0.010] [optim_t 0.233] [lr 0.001809] [CE 4.357 (4.400)] [KD 4.106 (4.090)] 2024-10-13 11:05:49,314 - Train: 43.66% [546200/1251000] [436.6/1000.0] [batch_t 0.231 (0.240)] [data_t 0.008] [optim_t 0.223] [lr 0.001809] [CE 4.872 (4.385)] [KD 4.376 (4.083)] 2024-10-13 11:06:01,111 - Train: 43.67% [546250/1251000] [436.7/1000.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.001809] [CE 3.864 (4.377)] [KD 3.836 (4.051)] 2024-10-13 11:06:13,020 - Train: 43.67% [546300/1251000] [436.7/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.001808] [CE 4.162 (4.323)] [KD 3.974 (4.041)] 2024-10-13 11:06:25,227 - Train: 43.67% [546350/1251000] [436.7/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.232] [lr 0.001808] [CE 3.968 (4.396)] [KD 3.920 (4.103)] 2024-10-13 11:06:37,171 - Train: 43.68% [546400/1251000] [436.8/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.001808] [CE 4.790 (4.303)] [KD 4.070 (4.004)] 2024-10-13 11:06:49,224 - Train: 43.68% [546450/1251000] [436.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.008] [optim_t 0.232] [lr 0.001808] [CE 4.780 (4.366)] [KD 4.155 (4.027)] 2024-10-13 11:07:01,210 - Train: 43.69% [546500/1251000] [436.9/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.219] [lr 0.001808] [CE 3.973 (4.379)] [KD 3.728 (3.978)] 2024-10-13 11:07:13,607 - Train: 43.69% [546550/1251000] [436.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.008] [optim_t 0.230] [lr 0.001808] [CE 4.164 (4.408)] [KD 4.099 (4.045)] 2024-10-13 11:07:25,761 - Train: 43.69% [546600/1251000] [436.9/1000.0] [batch_t 0.220 (0.243)] [data_t 0.007] [optim_t 0.212] [lr 0.001807] [CE 4.378 (4.384)] [KD 3.967 (4.056)] 2024-10-13 11:07:37,558 - Train: 43.70% [546650/1251000] [437.0/1000.0] [batch_t 0.247 (0.236)] [data_t 0.010] [optim_t 0.237] [lr 0.001807] [CE 4.591 (4.352)] [KD 4.125 (4.008)] 2024-10-13 11:07:54,630 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.161)] [top1_cnt 36406] [top5_cnt 45699] [top_all 50000] 2024-10-13 11:07:54,631 - net: 72.812 (91.398) 2024-10-13 11:08:04,885 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.189)] [top1_cnt 38727] [top5_cnt 46791] [top_all 50000] 2024-10-13 11:08:04,886 - net_E: 77.454 (93.582) 2024-10-13 11:08:05,139 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.490 (epoch: 435)] 2024-10-13 11:08:05,140 - ==> Total time: 1 day, 14:29:57 Eta: 2 days, 1:35:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:08:12,459 - Train: 43.70% [546700/1251000] [437.0/1000.0] [batch_t 0.230 (0.269)] [data_t 0.006] [optim_t 0.224] [lr 0.001807] [CE 4.391 (4.243)] [KD 3.941 (3.855)] 2024-10-13 11:08:24,778 - Train: 43.71% [546750/1251000] [437.1/1000.0] [batch_t 0.238 (0.246)] [data_t 0.010] [optim_t 0.229] [lr 0.001807] [CE 3.851 (4.359)] [KD 3.660 (3.947)] 2024-10-13 11:08:37,281 - Train: 43.71% [546800/1251000] [437.1/1000.0] [batch_t 0.241 (0.250)] [data_t 0.008] [optim_t 0.234] [lr 0.001807] [CE 4.335 (4.367)] [KD 3.889 (3.980)] 2024-10-13 11:08:49,294 - Train: 43.71% [546850/1251000] [437.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.001806] [CE 4.164 (4.360)] [KD 3.942 (4.051)] 2024-10-13 11:09:01,370 - Train: 43.72% [546900/1251000] [437.2/1000.0] [batch_t 0.222 (0.241)] [data_t 0.009] [optim_t 0.213] [lr 0.001806] [CE 4.721 (4.360)] [KD 4.500 (4.005)] 2024-10-13 11:09:13,466 - Train: 43.72% [546950/1251000] [437.2/1000.0] [batch_t 0.254 (0.242)] [data_t 0.007] [optim_t 0.247] [lr 0.001806] [CE 4.268 (4.441)] [KD 4.122 (4.120)] 2024-10-13 11:09:25,426 - Train: 43.73% [547000/1251000] [437.3/1000.0] [batch_t 0.274 (0.239)] [data_t 0.006] [optim_t 0.267] [lr 0.001806] [CE 4.494 (4.358)] [KD 4.097 (4.031)] 2024-10-13 11:09:37,912 - Train: 43.73% [547050/1251000] [437.3/1000.0] [batch_t 0.520 (0.250)] [data_t 0.010] [optim_t 0.510] [lr 0.001806] [CE 4.145 (4.378)] [KD 3.886 (4.086)] 2024-10-13 11:09:50,458 - Train: 43.73% [547100/1251000] [437.3/1000.0] [batch_t 0.228 (0.251)] [data_t 0.007] [optim_t 0.220] [lr 0.001805] [CE 4.780 (4.435)] [KD 4.249 (4.057)] 2024-10-13 11:10:02,418 - Train: 43.74% [547150/1251000] [437.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.001805] [CE 4.704 (4.398)] [KD 4.248 (4.070)] 2024-10-13 11:10:14,449 - Train: 43.74% [547200/1251000] [437.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.006] [optim_t 0.233] [lr 0.001805] [CE 4.734 (4.364)] [KD 4.176 (4.077)] 2024-10-13 11:10:26,750 - Train: 43.75% [547250/1251000] [437.5/1000.0] [batch_t 0.240 (0.246)] [data_t 0.008] [optim_t 0.232] [lr 0.001805] [CE 4.477 (4.380)] [KD 4.225 (4.077)] 2024-10-13 11:10:38,684 - Train: 43.75% [547300/1251000] [437.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.001805] [CE 5.148 (4.407)] [KD 4.427 (4.076)] 2024-10-13 11:10:50,728 - Train: 43.75% [547350/1251000] [437.5/1000.0] [batch_t 0.215 (0.241)] [data_t 0.008] [optim_t 0.207] [lr 0.001805] [CE 4.716 (4.367)] [KD 4.360 (4.055)] 2024-10-13 11:11:03,051 - Train: 43.76% [547400/1251000] [437.6/1000.0] [batch_t 0.250 (0.246)] [data_t 0.007] [optim_t 0.242] [lr 0.001804] [CE 4.366 (4.399)] [KD 4.147 (4.036)] 2024-10-13 11:11:15,480 - Train: 43.76% [547450/1251000] [437.6/1000.0] [batch_t 0.243 (0.248)] [data_t 0.011] [optim_t 0.232] [lr 0.001804] [CE 4.414 (4.353)] [KD 3.783 (4.047)] 2024-10-13 11:11:27,231 - Train: 43.76% [547500/1251000] [437.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001804] [CE 4.226 (4.382)] [KD 4.316 (4.070)] 2024-10-13 11:11:40,011 - Train: 43.77% [547550/1251000] [437.7/1000.0] [batch_t 0.249 (0.255)] [data_t 0.008] [optim_t 0.241] [lr 0.001804] [CE 4.308 (4.374)] [KD 4.093 (4.041)] 2024-10-13 11:11:52,013 - Train: 43.77% [547600/1251000] [437.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001804] [CE 4.179 (4.376)] [KD 3.837 (3.997)] 2024-10-13 11:12:04,112 - Train: 43.78% [547650/1251000] [437.8/1000.0] [batch_t 0.251 (0.242)] [data_t 0.008] [optim_t 0.244] [lr 0.001803] [CE 4.230 (4.325)] [KD 4.077 (3.941)] 2024-10-13 11:12:16,907 - Train: 43.78% [547700/1251000] [437.8/1000.0] [batch_t 0.222 (0.256)] [data_t 0.009] [optim_t 0.213] [lr 0.001803] [CE 4.621 (4.352)] [KD 3.942 (4.009)] 2024-10-13 11:12:29,015 - Train: 43.78% [547750/1251000] [437.8/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.001803] [CE 5.028 (4.458)] [KD 4.467 (4.105)] 2024-10-13 11:12:40,796 - Train: 43.79% [547800/1251000] [437.9/1000.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.001803] [CE 4.371 (4.394)] [KD 4.051 (4.117)] 2024-10-13 11:12:53,246 - Train: 43.79% [547850/1251000] [437.9/1000.0] [batch_t 0.220 (0.249)] [data_t 0.007] [optim_t 0.213] [lr 0.001803] [CE 4.383 (4.377)] [KD 4.131 (4.041)] 2024-10-13 11:13:05,064 - Train: 43.80% [547900/1251000] [438.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.001803] [CE 4.078 (4.450)] [KD 4.071 (4.100)] 2024-10-13 11:13:22,884 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 36087] [top5_cnt 45516] [top_all 50000] 2024-10-13 11:13:22,884 - net: 72.174 (91.032) 2024-10-13 11:13:31,598 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.157)] [top1_cnt 38717] [top5_cnt 46802] [top_all 50000] 2024-10-13 11:13:31,599 - net_E: 77.434 (93.604) 2024-10-13 11:13:31,801 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.490 (epoch: 435)] 2024-10-13 11:13:31,802 - ==> Total time: 1 day, 14:35:24 Eta: 2 days, 1:30:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:13:38,897 - Train: 43.80% [547950/1251000] [438.0/1000.0] [batch_t 0.237 (0.307)] [data_t 0.008] [optim_t 0.228] [lr 0.001802] [CE 4.290 (4.432)] [KD 3.774 (4.081)] 2024-10-13 11:13:51,574 - Train: 43.80% [548000/1251000] [438.0/1000.0] [batch_t 0.243 (0.253)] [data_t 0.010] [optim_t 0.233] [lr 0.001802] [CE 4.527 (4.417)] [KD 4.047 (4.038)] 2024-10-13 11:14:04,192 - Train: 43.81% [548050/1251000] [438.1/1000.0] [batch_t 0.232 (0.252)] [data_t 0.010] [optim_t 0.222] [lr 0.001802] [CE 4.185 (4.355)] [KD 3.485 (3.984)] 2024-10-13 11:14:15,984 - Train: 43.81% [548100/1251000] [438.1/1000.0] [batch_t 0.246 (0.236)] [data_t 0.010] [optim_t 0.236] [lr 0.001802] [CE 4.838 (4.396)] [KD 4.144 (4.035)] 2024-10-13 11:14:28,162 - Train: 43.82% [548150/1251000] [438.2/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.001802] [CE 4.206 (4.297)] [KD 3.972 (3.956)] 2024-10-13 11:14:40,249 - Train: 43.82% [548200/1251000] [438.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001801] [CE 4.643 (4.428)] [KD 3.975 (3.969)] 2024-10-13 11:14:52,769 - Train: 43.82% [548250/1251000] [438.2/1000.0] [batch_t 0.240 (0.250)] [data_t 0.006] [optim_t 0.233] [lr 0.001801] [CE 4.665 (4.354)] [KD 4.282 (4.003)] 2024-10-13 11:15:05,259 - Train: 43.83% [548300/1251000] [438.3/1000.0] [batch_t 0.242 (0.250)] [data_t 0.007] [optim_t 0.235] [lr 0.001801] [CE 4.394 (4.384)] [KD 3.812 (4.022)] 2024-10-13 11:15:17,354 - Train: 43.83% [548350/1251000] [438.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001801] [CE 4.206 (4.396)] [KD 3.984 (4.041)] 2024-10-13 11:15:29,138 - Train: 43.84% [548400/1251000] [438.4/1000.0] [batch_t 0.251 (0.236)] [data_t 0.009] [optim_t 0.242] [lr 0.001801] [CE 4.698 (4.359)] [KD 4.441 (4.056)] 2024-10-13 11:15:41,930 - Train: 43.84% [548450/1251000] [438.4/1000.0] [batch_t 0.222 (0.256)] [data_t 0.007] [optim_t 0.215] [lr 0.001801] [CE 4.638 (4.353)] [KD 3.909 (3.999)] 2024-10-13 11:15:53,729 - Train: 43.84% [548500/1251000] [438.4/1000.0] [batch_t 0.257 (0.236)] [data_t 0.010] [optim_t 0.247] [lr 0.001800] [CE 4.559 (4.364)] [KD 4.132 (4.004)] 2024-10-13 11:16:05,886 - Train: 43.85% [548550/1251000] [438.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.001800] [CE 4.017 (4.391)] [KD 3.830 (4.037)] 2024-10-13 11:16:18,521 - Train: 43.85% [548600/1251000] [438.5/1000.0] [batch_t 0.219 (0.252)] [data_t 0.008] [optim_t 0.211] [lr 0.001800] [CE 3.888 (4.404)] [KD 3.864 (4.050)] 2024-10-13 11:16:31,128 - Train: 43.86% [548650/1251000] [438.6/1000.0] [batch_t 0.567 (0.252)] [data_t 0.010] [optim_t 0.557] [lr 0.001800] [CE 4.116 (4.409)] [KD 3.860 (4.032)] 2024-10-13 11:16:42,808 - Train: 43.86% [548700/1251000] [438.6/1000.0] [batch_t 0.242 (0.233)] [data_t 0.006] [optim_t 0.235] [lr 0.001800] [CE 4.695 (4.432)] [KD 4.220 (4.140)] 2024-10-13 11:16:54,915 - Train: 43.86% [548750/1251000] [438.6/1000.0] [batch_t 0.227 (0.242)] [data_t 0.008] [optim_t 0.219] [lr 0.001799] [CE 4.801 (4.353)] [KD 4.241 (4.063)] 2024-10-13 11:17:07,181 - Train: 43.87% [548800/1251000] [438.7/1000.0] [batch_t 0.223 (0.245)] [data_t 0.011] [optim_t 0.212] [lr 0.001799] [CE 4.241 (4.433)] [KD 4.012 (4.091)] 2024-10-13 11:17:19,307 - Train: 43.87% [548850/1251000] [438.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.011] [optim_t 0.230] [lr 0.001799] [CE 4.453 (4.372)] [KD 4.033 (4.086)] 2024-10-13 11:17:32,253 - Train: 43.88% [548900/1251000] [438.8/1000.0] [batch_t 0.518 (0.259)] [data_t 0.008] [optim_t 0.510] [lr 0.001799] [CE 4.141 (4.398)] [KD 3.639 (4.077)] 2024-10-13 11:17:44,034 - Train: 43.88% [548950/1251000] [438.8/1000.0] [batch_t 0.226 (0.235)] [data_t 0.012] [optim_t 0.214] [lr 0.001799] [CE 4.082 (4.344)] [KD 3.911 (4.085)] 2024-10-13 11:17:56,298 - Train: 43.88% [549000/1251000] [438.8/1000.0] [batch_t 0.220 (0.245)] [data_t 0.008] [optim_t 0.212] [lr 0.001799] [CE 4.309 (4.379)] [KD 3.943 (4.040)] 2024-10-13 11:18:08,955 - Train: 43.89% [549050/1251000] [438.9/1000.0] [batch_t 0.247 (0.253)] [data_t 0.010] [optim_t 0.237] [lr 0.001798] [CE 4.914 (4.405)] [KD 4.432 (4.004)] 2024-10-13 11:18:21,495 - Train: 43.89% [549100/1251000] [438.9/1000.0] [batch_t 0.252 (0.251)] [data_t 0.008] [optim_t 0.244] [lr 0.001798] [CE 4.148 (4.392)] [KD 3.826 (4.027)] 2024-10-13 11:18:33,505 - Train: 43.90% [549150/1251000] [439.0/1000.0] [batch_t 0.241 (0.240)] [data_t 0.008] [optim_t 0.233] [lr 0.001798] [CE 4.377 (4.397)] [KD 4.070 (4.054)] 2024-10-13 11:18:52,870 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.193)] [top1_cnt 36344] [top5_cnt 45688] [top_all 50000] 2024-10-13 11:18:52,871 - net: 72.688 (91.376) 2024-10-13 11:19:01,602 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 38748] [top5_cnt 46811] [top_all 50000] 2024-10-13 11:19:01,602 - net_E: 77.496 (93.622) 2024-10-13 11:19:01,787 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.496 (epoch: 439)] 2024-10-13 11:19:01,788 - ==> Total time: 1 day, 14:40:54 Eta: 2 days, 1:25:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:19:19,764 - Train: 43.90% [549200/1251000] [439.0/1000.0] [batch_t 0.244 (0.296)] [data_t 0.009] [optim_t 0.235] [lr 0.001798] [CE 4.058 (4.368)] [KD 3.662 (3.966)] 2024-10-13 11:19:32,240 - Train: 43.90% [549250/1251000] [439.0/1000.0] [batch_t 0.230 (0.249)] [data_t 0.009] [optim_t 0.220] [lr 0.001798] [CE 3.898 (4.402)] [KD 3.772 (4.008)] 2024-10-13 11:19:44,444 - Train: 43.91% [549300/1251000] [439.1/1000.0] [batch_t 0.226 (0.244)] [data_t 0.007] [optim_t 0.219] [lr 0.001797] [CE 4.408 (4.420)] [KD 4.320 (4.041)] 2024-10-13 11:19:56,071 - Train: 43.91% [549350/1251000] [439.1/1000.0] [batch_t 0.233 (0.232)] [data_t 0.006] [optim_t 0.227] [lr 0.001797] [CE 4.453 (4.332)] [KD 4.100 (3.947)] 2024-10-13 11:20:07,993 - Train: 43.92% [549400/1251000] [439.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.006] [optim_t 0.226] [lr 0.001797] [CE 4.529 (4.411)] [KD 4.008 (4.026)] 2024-10-13 11:20:20,152 - Train: 43.92% [549450/1251000] [439.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.006] [optim_t 0.231] [lr 0.001797] [CE 3.862 (4.386)] [KD 3.890 (4.042)] 2024-10-13 11:20:32,217 - Train: 43.92% [549500/1251000] [439.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.001797] [CE 4.325 (4.369)] [KD 3.802 (3.994)] 2024-10-13 11:20:44,670 - Train: 43.93% [549550/1251000] [439.3/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.001797] [CE 4.732 (4.411)] [KD 4.180 (4.065)] 2024-10-13 11:20:56,932 - Train: 43.93% [549600/1251000] [439.3/1000.0] [batch_t 0.244 (0.245)] [data_t 0.008] [optim_t 0.237] [lr 0.001796] [CE 4.216 (4.321)] [KD 4.089 (4.008)] 2024-10-13 11:21:08,669 - Train: 43.94% [549650/1251000] [439.4/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.001796] [CE 4.440 (4.414)] [KD 4.189 (4.116)] 2024-10-13 11:21:20,463 - Train: 43.94% [549700/1251000] [439.4/1000.0] [batch_t 0.242 (0.236)] [data_t 0.006] [optim_t 0.236] [lr 0.001796] [CE 4.070 (4.379)] [KD 4.172 (4.039)] 2024-10-13 11:21:32,681 - Train: 43.94% [549750/1251000] [439.4/1000.0] [batch_t 0.228 (0.244)] [data_t 0.010] [optim_t 0.219] [lr 0.001796] [CE 4.100 (4.422)] [KD 3.768 (4.075)] 2024-10-13 11:21:44,621 - Train: 43.95% [549800/1251000] [439.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.010] [optim_t 0.227] [lr 0.001796] [CE 4.558 (4.431)] [KD 4.191 (4.067)] 2024-10-13 11:21:57,114 - Train: 43.95% [549850/1251000] [439.5/1000.0] [batch_t 0.223 (0.250)] [data_t 0.008] [optim_t 0.215] [lr 0.001795] [CE 4.152 (4.405)] [KD 3.909 (3.990)] 2024-10-13 11:22:09,498 - Train: 43.96% [549900/1251000] [439.6/1000.0] [batch_t 0.250 (0.248)] [data_t 0.008] [optim_t 0.242] [lr 0.001795] [CE 3.773 (4.389)] [KD 3.740 (4.025)] 2024-10-13 11:22:21,275 - Train: 43.96% [549950/1251000] [439.6/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.001795] [CE 3.844 (4.358)] [KD 3.714 (3.979)] 2024-10-13 11:22:32,973 - Train: 43.96% [550000/1251000] [439.6/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.001795] [CE 4.144 (4.371)] [KD 4.003 (4.044)] 2024-10-13 11:22:45,261 - Train: 43.97% [550050/1251000] [439.7/1000.0] [batch_t 0.222 (0.246)] [data_t 0.009] [optim_t 0.213] [lr 0.001795] [CE 4.675 (4.452)] [KD 4.035 (4.091)] 2024-10-13 11:22:57,491 - Train: 43.97% [550100/1251000] [439.7/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.217] [lr 0.001795] [CE 4.195 (4.290)] [KD 3.918 (4.023)] 2024-10-13 11:23:09,539 - Train: 43.98% [550150/1251000] [439.8/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.001794] [CE 4.679 (4.394)] [KD 4.077 (4.033)] 2024-10-13 11:23:21,749 - Train: 43.98% [550200/1251000] [439.8/1000.0] [batch_t 0.222 (0.244)] [data_t 0.008] [optim_t 0.214] [lr 0.001794] [CE 4.631 (4.418)] [KD 4.330 (4.033)] 2024-10-13 11:23:33,669 - Train: 43.98% [550250/1251000] [439.8/1000.0] [batch_t 0.251 (0.238)] [data_t 0.007] [optim_t 0.244] [lr 0.001794] [CE 4.404 (4.384)] [KD 4.327 (4.056)] 2024-10-13 11:23:45,706 - Train: 43.99% [550300/1251000] [439.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.001794] [CE 4.551 (4.336)] [KD 3.865 (3.998)] 2024-10-13 11:23:57,928 - Train: 43.99% [550350/1251000] [439.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.010] [optim_t 0.222] [lr 0.001794] [CE 4.436 (4.379)] [KD 3.983 (3.996)] 2024-10-13 11:24:10,029 - Train: 44.00% [550400/1251000] [440.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.006] [optim_t 0.229] [lr 0.001793] [CE 4.868 (4.374)] [KD 4.487 (3.972)] 2024-10-13 11:24:28,207 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 36453] [top5_cnt 45749] [top_all 50000] 2024-10-13 11:24:28,207 - net: 72.906 (91.498) 2024-10-13 11:24:37,192 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.162)] [top1_cnt 38707] [top5_cnt 46822] [top_all 50000] 2024-10-13 11:24:37,192 - net_E: 77.414 (93.644) 2024-10-13 11:24:37,407 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.496 (epoch: 439)] 2024-10-13 11:24:37,407 - ==> Total time: 1 day, 14:46:30 Eta: 2 days, 1:21:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:24:43,395 - Train: 44.00% [550450/1251000] [440.0/1000.0] [batch_t 0.238 (0.312)] [data_t 0.011] [optim_t 0.227] [lr 0.001793] [CE 4.015 (4.373)] [KD 3.672 (3.964)] 2024-10-13 11:24:55,617 - Train: 44.00% [550500/1251000] [440.0/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.001793] [CE 4.686 (4.270)] [KD 4.211 (3.934)] 2024-10-13 11:25:07,935 - Train: 44.01% [550550/1251000] [440.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.007] [optim_t 0.233] [lr 0.001793] [CE 4.140 (4.399)] [KD 3.798 (4.024)] 2024-10-13 11:25:20,111 - Train: 44.01% [550600/1251000] [440.1/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.001793] [CE 4.710 (4.470)] [KD 4.124 (4.057)] 2024-10-13 11:25:32,050 - Train: 44.02% [550650/1251000] [440.2/1000.0] [batch_t 0.223 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.001792] [CE 4.497 (4.304)] [KD 4.014 (3.937)] 2024-10-13 11:25:44,521 - Train: 44.02% [550700/1251000] [440.2/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.001792] [CE 4.433 (4.325)] [KD 3.991 (3.990)] 2024-10-13 11:25:56,375 - Train: 44.02% [550750/1251000] [440.2/1000.0] [batch_t 0.411 (0.237)] [data_t 0.007] [optim_t 0.404] [lr 0.001792] [CE 4.337 (4.385)] [KD 4.092 (4.071)] 2024-10-13 11:26:08,417 - Train: 44.03% [550800/1251000] [440.3/1000.0] [batch_t 0.248 (0.241)] [data_t 0.010] [optim_t 0.238] [lr 0.001792] [CE 4.191 (4.351)] [KD 3.856 (3.953)] 2024-10-13 11:26:20,468 - Train: 44.03% [550850/1251000] [440.3/1000.0] [batch_t 0.244 (0.241)] [data_t 0.007] [optim_t 0.236] [lr 0.001792] [CE 4.692 (4.296)] [KD 3.975 (4.004)] 2024-10-13 11:26:32,921 - Train: 44.04% [550900/1251000] [440.4/1000.0] [batch_t 0.255 (0.249)] [data_t 0.007] [optim_t 0.248] [lr 0.001792] [CE 4.313 (4.359)] [KD 4.049 (4.038)] 2024-10-13 11:26:44,781 - Train: 44.04% [550950/1251000] [440.4/1000.0] [batch_t 0.226 (0.237)] [data_t 0.006] [optim_t 0.219] [lr 0.001791] [CE 4.037 (4.430)] [KD 4.003 (4.104)] 2024-10-13 11:26:56,904 - Train: 44.04% [551000/1251000] [440.4/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.001791] [CE 4.012 (4.326)] [KD 3.728 (4.021)] 2024-10-13 11:27:08,869 - Train: 44.05% [551050/1251000] [440.5/1000.0] [batch_t 0.243 (0.239)] [data_t 0.007] [optim_t 0.236] [lr 0.001791] [CE 4.671 (4.418)] [KD 4.183 (4.013)] 2024-10-13 11:27:21,022 - Train: 44.05% [551100/1251000] [440.5/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.001791] [CE 4.327 (4.405)] [KD 3.987 (4.041)] 2024-10-13 11:27:32,959 - Train: 44.06% [551150/1251000] [440.6/1000.0] [batch_t 0.248 (0.239)] [data_t 0.008] [optim_t 0.240] [lr 0.001791] [CE 4.085 (4.356)] [KD 3.832 (4.010)] 2024-10-13 11:27:45,326 - Train: 44.06% [551200/1251000] [440.6/1000.0] [batch_t 0.248 (0.247)] [data_t 0.008] [optim_t 0.240] [lr 0.001790] [CE 4.696 (4.404)] [KD 4.223 (4.070)] 2024-10-13 11:27:57,400 - Train: 44.06% [551250/1251000] [440.6/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.001790] [CE 4.325 (4.336)] [KD 4.053 (4.008)] 2024-10-13 11:28:10,124 - Train: 44.07% [551300/1251000] [440.7/1000.0] [batch_t 0.230 (0.254)] [data_t 0.009] [optim_t 0.221] [lr 0.001790] [CE 4.847 (4.428)] [KD 4.071 (4.060)] 2024-10-13 11:28:21,796 - Train: 44.07% [551350/1251000] [440.7/1000.0] [batch_t 0.237 (0.233)] [data_t 0.007] [optim_t 0.230] [lr 0.001790] [CE 4.434 (4.348)] [KD 4.044 (4.129)] 2024-10-13 11:28:34,179 - Train: 44.08% [551400/1251000] [440.8/1000.0] [batch_t 0.245 (0.247)] [data_t 0.007] [optim_t 0.237] [lr 0.001790] [CE 4.602 (4.366)] [KD 4.207 (4.089)] 2024-10-13 11:28:46,535 - Train: 44.08% [551450/1251000] [440.8/1000.0] [batch_t 0.230 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.001790] [CE 4.724 (4.394)] [KD 4.004 (4.058)] 2024-10-13 11:28:58,713 - Train: 44.08% [551500/1251000] [440.8/1000.0] [batch_t 0.220 (0.243)] [data_t 0.008] [optim_t 0.212] [lr 0.001789] [CE 4.762 (4.339)] [KD 4.103 (4.014)] 2024-10-13 11:29:11,348 - Train: 44.09% [551550/1251000] [440.9/1000.0] [batch_t 0.233 (0.252)] [data_t 0.007] [optim_t 0.225] [lr 0.001789] [CE 4.278 (4.421)] [KD 4.113 (4.113)] 2024-10-13 11:29:23,640 - Train: 44.09% [551600/1251000] [440.9/1000.0] [batch_t 0.240 (0.246)] [data_t 0.008] [optim_t 0.232] [lr 0.001789] [CE 4.267 (4.395)] [KD 3.949 (4.072)] 2024-10-13 11:29:35,807 - Train: 44.10% [551650/1251000] [441.0/1000.0] [batch_t 0.235 (0.243)] [data_t 0.010] [optim_t 0.225] [lr 0.001789] [CE 4.115 (4.420)] [KD 3.959 (4.065)] 2024-10-13 11:29:55,008 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 36276] [top5_cnt 45592] [top_all 50000] 2024-10-13 11:29:55,008 - net: 72.552 (91.184) 2024-10-13 11:30:05,029 - Test (net_E): 100.00% [50/50] [batch_t 0.403 (0.183)] [top1_cnt 38760] [top5_cnt 46822] [top_all 50000] 2024-10-13 11:30:05,030 - net_E: 77.520 (93.644) 2024-10-13 11:30:05,248 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.520 (epoch: 441)] 2024-10-13 11:30:05,248 - ==> Total time: 1 day, 14:51:58 Eta: 2 days, 1:15:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:30:21,490 - Train: 44.10% [551700/1251000] [441.0/1000.0] [batch_t 0.251 (0.309)] [data_t 0.010] [optim_t 0.241] [lr 0.001789] [CE 4.311 (4.367)] [KD 3.961 (4.064)] 2024-10-13 11:30:33,351 - Train: 44.10% [551750/1251000] [441.0/1000.0] [batch_t 0.251 (0.237)] [data_t 0.008] [optim_t 0.243] [lr 0.001788] [CE 4.095 (4.293)] [KD 3.758 (3.919)] 2024-10-13 11:30:45,594 - Train: 44.11% [551800/1251000] [441.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.010] [optim_t 0.221] [lr 0.001788] [CE 4.174 (4.354)] [KD 3.847 (3.997)] 2024-10-13 11:30:58,074 - Train: 44.11% [551850/1251000] [441.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001788] [CE 4.438 (4.320)] [KD 3.974 (3.952)] 2024-10-13 11:31:10,035 - Train: 44.12% [551900/1251000] [441.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.001788] [CE 4.366 (4.341)] [KD 4.154 (3.933)] 2024-10-13 11:31:22,363 - Train: 44.12% [551950/1251000] [441.2/1000.0] [batch_t 0.227 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.001788] [CE 4.584 (4.338)] [KD 4.137 (3.988)] 2024-10-13 11:31:34,828 - Train: 44.12% [552000/1251000] [441.2/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.001788] [CE 4.301 (4.403)] [KD 3.955 (4.000)] 2024-10-13 11:31:47,071 - Train: 44.13% [552050/1251000] [441.3/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.001787] [CE 4.369 (4.348)] [KD 3.893 (4.013)] 2024-10-13 11:31:59,011 - Train: 44.13% [552100/1251000] [441.3/1000.0] [batch_t 0.420 (0.239)] [data_t 0.007] [optim_t 0.413] [lr 0.001787] [CE 4.275 (4.341)] [KD 3.812 (4.003)] 2024-10-13 11:32:11,283 - Train: 44.14% [552150/1251000] [441.4/1000.0] [batch_t 0.224 (0.245)] [data_t 0.007] [optim_t 0.216] [lr 0.001787] [CE 4.568 (4.377)] [KD 4.221 (4.047)] 2024-10-13 11:32:23,357 - Train: 44.14% [552200/1251000] [441.4/1000.0] [batch_t 0.226 (0.241)] [data_t 0.008] [optim_t 0.218] [lr 0.001787] [CE 4.500 (4.395)] [KD 3.840 (4.005)] 2024-10-13 11:32:35,462 - Train: 44.14% [552250/1251000] [441.4/1000.0] [batch_t 0.225 (0.242)] [data_t 0.010] [optim_t 0.215] [lr 0.001787] [CE 4.325 (4.367)] [KD 3.983 (4.048)] 2024-10-13 11:32:47,629 - Train: 44.15% [552300/1251000] [441.5/1000.0] [batch_t 0.225 (0.243)] [data_t 0.008] [optim_t 0.216] [lr 0.001786] [CE 4.295 (4.403)] [KD 4.025 (4.079)] 2024-10-13 11:32:59,299 - Train: 44.15% [552350/1251000] [441.5/1000.0] [batch_t 0.240 (0.233)] [data_t 0.006] [optim_t 0.234] [lr 0.001786] [CE 3.593 (4.374)] [KD 3.539 (4.019)] 2024-10-13 11:33:11,344 - Train: 44.16% [552400/1251000] [441.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.001786] [CE 4.562 (4.339)] [KD 4.133 (4.021)] 2024-10-13 11:33:23,652 - Train: 44.16% [552450/1251000] [441.6/1000.0] [batch_t 0.229 (0.246)] [data_t 0.008] [optim_t 0.221] [lr 0.001786] [CE 3.957 (4.344)] [KD 3.574 (4.018)] 2024-10-13 11:33:36,071 - Train: 44.16% [552500/1251000] [441.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.008] [optim_t 0.225] [lr 0.001786] [CE 4.013 (4.381)] [KD 3.830 (3.994)] 2024-10-13 11:33:48,038 - Train: 44.17% [552550/1251000] [441.7/1000.0] [batch_t 0.232 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.001786] [CE 4.194 (4.425)] [KD 3.925 (4.069)] 2024-10-13 11:34:00,561 - Train: 44.17% [552600/1251000] [441.7/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.001785] [CE 4.854 (4.400)] [KD 4.135 (4.028)] 2024-10-13 11:34:12,590 - Train: 44.18% [552650/1251000] [441.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.007] [optim_t 0.233] [lr 0.001785] [CE 4.630 (4.316)] [KD 4.072 (3.981)] 2024-10-13 11:34:24,500 - Train: 44.18% [552700/1251000] [441.8/1000.0] [batch_t 0.245 (0.238)] [data_t 0.008] [optim_t 0.238] [lr 0.001785] [CE 4.687 (4.405)] [KD 4.189 (4.037)] 2024-10-13 11:34:36,345 - Train: 44.18% [552750/1251000] [441.8/1000.0] [batch_t 0.256 (0.237)] [data_t 0.008] [optim_t 0.247] [lr 0.001785] [CE 4.173 (4.330)] [KD 4.014 (4.015)] 2024-10-13 11:34:48,430 - Train: 44.19% [552800/1251000] [441.9/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.001785] [CE 3.856 (4.347)] [KD 3.548 (3.965)] 2024-10-13 11:35:00,500 - Train: 44.19% [552850/1251000] [441.9/1000.0] [batch_t 0.225 (0.241)] [data_t 0.010] [optim_t 0.215] [lr 0.001784] [CE 4.475 (4.298)] [KD 4.153 (3.955)] 2024-10-13 11:35:12,741 - Train: 44.20% [552900/1251000] [442.0/1000.0] [batch_t 0.218 (0.245)] [data_t 0.009] [optim_t 0.209] [lr 0.001784] [CE 4.329 (4.348)] [KD 4.236 (4.001)] 2024-10-13 11:35:31,836 - Test (net): 100.00% [50/50] [batch_t 0.082 (0.180)] [top1_cnt 36499] [top5_cnt 45718] [top_all 50000] 2024-10-13 11:35:31,837 - net: 72.998 (91.436) 2024-10-13 11:35:41,018 - Test (net_E): 100.00% [50/50] [batch_t 0.146 (0.166)] [top1_cnt 38753] [top5_cnt 46835] [top_all 50000] 2024-10-13 11:35:41,018 - net_E: 77.506 (93.670) 2024-10-13 11:35:41,214 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.520 (epoch: 441)] 2024-10-13 11:35:41,214 - ==> Total time: 1 day, 14:57:34 Eta: 2 days, 1:11:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:35:47,014 - Train: 44.20% [552950/1251000] [442.0/1000.0] [batch_t 0.228 (0.311)] [data_t 0.009] [optim_t 0.220] [lr 0.001784] [CE 4.402 (4.366)] [KD 4.076 (3.959)] 2024-10-13 11:35:58,989 - Train: 44.20% [553000/1251000] [442.0/1000.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.001784] [CE 4.425 (4.324)] [KD 3.939 (3.969)] 2024-10-13 11:36:11,619 - Train: 44.21% [553050/1251000] [442.1/1000.0] [batch_t 0.244 (0.252)] [data_t 0.008] [optim_t 0.236] [lr 0.001784] [CE 4.451 (4.390)] [KD 4.019 (3.988)] 2024-10-13 11:36:23,764 - Train: 44.21% [553100/1251000] [442.1/1000.0] [batch_t 0.257 (0.243)] [data_t 0.007] [optim_t 0.251] [lr 0.001784] [CE 4.574 (4.330)] [KD 4.089 (4.039)] 2024-10-13 11:36:36,058 - Train: 44.22% [553150/1251000] [442.2/1000.0] [batch_t 0.244 (0.246)] [data_t 0.007] [optim_t 0.237] [lr 0.001783] [CE 4.259 (4.372)] [KD 3.889 (4.022)] 2024-10-13 11:36:48,286 - Train: 44.22% [553200/1251000] [442.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.001783] [CE 4.740 (4.466)] [KD 3.953 (4.104)] 2024-10-13 11:37:00,696 - Train: 44.22% [553250/1251000] [442.2/1000.0] [batch_t 0.234 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.001783] [CE 4.190 (4.395)] [KD 3.946 (4.033)] 2024-10-13 11:37:12,793 - Train: 44.23% [553300/1251000] [442.3/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.001783] [CE 4.270 (4.390)] [KD 3.915 (4.024)] 2024-10-13 11:37:24,520 - Train: 44.23% [553350/1251000] [442.3/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.001783] [CE 4.652 (4.387)] [KD 3.977 (3.987)] 2024-10-13 11:37:36,174 - Train: 44.24% [553400/1251000] [442.4/1000.0] [batch_t 0.225 (0.233)] [data_t 0.011] [optim_t 0.214] [lr 0.001782] [CE 4.555 (4.285)] [KD 3.986 (3.960)] 2024-10-13 11:37:48,389 - Train: 44.24% [553450/1251000] [442.4/1000.0] [batch_t 0.219 (0.244)] [data_t 0.009] [optim_t 0.210] [lr 0.001782] [CE 4.411 (4.342)] [KD 3.910 (3.984)] 2024-10-13 11:38:00,443 - Train: 44.24% [553500/1251000] [442.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.001782] [CE 4.232 (4.356)] [KD 4.000 (4.005)] 2024-10-13 11:38:12,531 - Train: 44.25% [553550/1251000] [442.5/1000.0] [batch_t 0.241 (0.242)] [data_t 0.010] [optim_t 0.230] [lr 0.001782] [CE 4.065 (4.404)] [KD 3.785 (4.077)] 2024-10-13 11:38:24,688 - Train: 44.25% [553600/1251000] [442.5/1000.0] [batch_t 0.439 (0.243)] [data_t 0.010] [optim_t 0.430] [lr 0.001782] [CE 4.286 (4.395)] [KD 4.023 (4.083)] 2024-10-13 11:38:36,929 - Train: 44.26% [553650/1251000] [442.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.224] [lr 0.001781] [CE 4.283 (4.403)] [KD 4.081 (4.073)] 2024-10-13 11:38:48,842 - Train: 44.26% [553700/1251000] [442.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.001781] [CE 4.088 (4.342)] [KD 3.834 (3.999)] 2024-10-13 11:39:00,671 - Train: 44.26% [553750/1251000] [442.6/1000.0] [batch_t 0.238 (0.236)] [data_t 0.010] [optim_t 0.228] [lr 0.001781] [CE 4.658 (4.363)] [KD 4.192 (4.014)] 2024-10-13 11:39:13,011 - Train: 44.27% [553800/1251000] [442.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.001781] [CE 4.552 (4.358)] [KD 3.947 (4.030)] 2024-10-13 11:39:25,328 - Train: 44.27% [553850/1251000] [442.7/1000.0] [batch_t 0.247 (0.246)] [data_t 0.009] [optim_t 0.238] [lr 0.001781] [CE 4.476 (4.292)] [KD 4.141 (3.973)] 2024-10-13 11:39:37,262 - Train: 44.28% [553900/1251000] [442.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.007] [optim_t 0.232] [lr 0.001781] [CE 4.317 (4.372)] [KD 4.108 (4.026)] 2024-10-13 11:39:49,248 - Train: 44.28% [553950/1251000] [442.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.006] [optim_t 0.228] [lr 0.001780] [CE 3.976 (4.430)] [KD 3.857 (4.062)] 2024-10-13 11:40:01,606 - Train: 44.28% [554000/1251000] [442.8/1000.0] [batch_t 0.280 (0.247)] [data_t 0.007] [optim_t 0.273] [lr 0.001780] [CE 4.601 (4.420)] [KD 4.192 (4.060)] 2024-10-13 11:40:14,251 - Train: 44.29% [554050/1251000] [442.9/1000.0] [batch_t 0.466 (0.253)] [data_t 0.007] [optim_t 0.460] [lr 0.001780] [CE 4.255 (4.367)] [KD 4.179 (4.032)] 2024-10-13 11:40:26,660 - Train: 44.29% [554100/1251000] [442.9/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001780] [CE 4.559 (4.414)] [KD 4.287 (4.096)] 2024-10-13 11:40:38,835 - Train: 44.30% [554150/1251000] [443.0/1000.0] [batch_t 0.246 (0.243)] [data_t 0.010] [optim_t 0.236] [lr 0.001780] [CE 4.655 (4.405)] [KD 4.639 (4.056)] 2024-10-13 11:40:57,124 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.158)] [top1_cnt 36498] [top5_cnt 45752] [top_all 50000] 2024-10-13 11:40:57,125 - net: 72.996 (91.504) 2024-10-13 11:41:06,751 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.177)] [top1_cnt 38763] [top5_cnt 46826] [top_all 50000] 2024-10-13 11:41:06,752 - net_E: 77.526 (93.652) 2024-10-13 11:41:06,975 - Max [top1: 73.054 (epoch: 434)] [top1-ema: 77.526 (epoch: 443)] 2024-10-13 11:41:06,976 - ==> Total time: 1 day, 15:02:59 Eta: 2 days, 1:05:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:41:21,076 - Train: 44.30% [554200/1251000] [443.0/1000.0] [batch_t 0.217 (0.332)] [data_t 0.007] [optim_t 0.210] [lr 0.001779] [CE 4.217 (4.295)] [KD 3.812 (3.963)] 2024-10-13 11:41:32,900 - Train: 44.30% [554250/1251000] [443.0/1000.0] [batch_t 0.242 (0.236)] [data_t 0.007] [optim_t 0.235] [lr 0.001779] [CE 4.865 (4.362)] [KD 4.316 (4.003)] 2024-10-13 11:41:45,949 - Train: 44.31% [554300/1251000] [443.1/1000.0] [batch_t 0.230 (0.261)] [data_t 0.008] [optim_t 0.222] [lr 0.001779] [CE 4.389 (4.425)] [KD 3.862 (4.091)] 2024-10-13 11:41:58,097 - Train: 44.31% [554350/1251000] [443.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.011] [optim_t 0.232] [lr 0.001779] [CE 4.169 (4.408)] [KD 3.901 (4.036)] 2024-10-13 11:42:10,020 - Train: 44.32% [554400/1251000] [443.2/1000.0] [batch_t 0.249 (0.238)] [data_t 0.007] [optim_t 0.242] [lr 0.001779] [CE 4.047 (4.311)] [KD 3.966 (3.959)] 2024-10-13 11:42:22,095 - Train: 44.32% [554450/1251000] [443.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.001779] [CE 4.178 (4.366)] [KD 4.165 (4.008)] 2024-10-13 11:42:34,591 - Train: 44.32% [554500/1251000] [443.2/1000.0] [batch_t 0.245 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.001778] [CE 3.783 (4.268)] [KD 3.873 (3.949)] 2024-10-13 11:42:46,720 - Train: 44.33% [554550/1251000] [443.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.001778] [CE 4.645 (4.477)] [KD 3.966 (4.036)] 2024-10-13 11:42:58,632 - Train: 44.33% [554600/1251000] [443.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001778] [CE 4.147 (4.380)] [KD 3.979 (4.039)] 2024-10-13 11:43:10,929 - Train: 44.34% [554650/1251000] [443.4/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001778] [CE 4.515 (4.423)] [KD 4.183 (4.113)] 2024-10-13 11:43:23,254 - Train: 44.34% [554700/1251000] [443.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.011] [optim_t 0.226] [lr 0.001778] [CE 4.709 (4.380)] [KD 4.332 (4.026)] 2024-10-13 11:43:35,334 - Train: 44.34% [554750/1251000] [443.4/1000.0] [batch_t 0.444 (0.241)] [data_t 0.007] [optim_t 0.436] [lr 0.001777] [CE 3.891 (4.431)] [KD 3.528 (3.991)] 2024-10-13 11:43:47,222 - Train: 44.35% [554800/1251000] [443.5/1000.0] [batch_t 0.245 (0.238)] [data_t 0.008] [optim_t 0.237] [lr 0.001777] [CE 4.809 (4.347)] [KD 4.402 (4.007)] 2024-10-13 11:43:59,178 - Train: 44.35% [554850/1251000] [443.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.008] [optim_t 0.232] [lr 0.001777] [CE 3.809 (4.384)] [KD 3.848 (4.033)] 2024-10-13 11:44:11,855 - Train: 44.36% [554900/1251000] [443.6/1000.0] [batch_t 0.243 (0.253)] [data_t 0.007] [optim_t 0.236] [lr 0.001777] [CE 4.155 (4.358)] [KD 3.532 (3.923)] 2024-10-13 11:44:24,076 - Train: 44.36% [554950/1251000] [443.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.001777] [CE 4.275 (4.387)] [KD 4.018 (3.970)] 2024-10-13 11:44:36,582 - Train: 44.36% [555000/1251000] [443.6/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.001777] [CE 4.645 (4.363)] [KD 4.200 (4.038)] 2024-10-13 11:44:48,841 - Train: 44.37% [555050/1251000] [443.7/1000.0] [batch_t 0.223 (0.245)] [data_t 0.008] [optim_t 0.215] [lr 0.001776] [CE 4.242 (4.359)] [KD 4.012 (4.031)] 2024-10-13 11:45:01,265 - Train: 44.37% [555100/1251000] [443.7/1000.0] [batch_t 0.245 (0.248)] [data_t 0.009] [optim_t 0.236] [lr 0.001776] [CE 4.407 (4.343)] [KD 4.108 (3.988)] 2024-10-13 11:45:13,380 - Train: 44.38% [555150/1251000] [443.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001776] [CE 4.674 (4.389)] [KD 4.012 (3.997)] 2024-10-13 11:45:25,508 - Train: 44.38% [555200/1251000] [443.8/1000.0] [batch_t 0.242 (0.242)] [data_t 0.010] [optim_t 0.232] [lr 0.001776] [CE 3.876 (4.408)] [KD 3.927 (4.052)] 2024-10-13 11:45:37,617 - Train: 44.38% [555250/1251000] [443.8/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.233] [lr 0.001776] [CE 3.877 (4.334)] [KD 3.997 (4.008)] 2024-10-13 11:45:50,226 - Train: 44.39% [555300/1251000] [443.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.001775] [CE 4.581 (4.356)] [KD 4.232 (3.977)] 2024-10-13 11:46:02,223 - Train: 44.39% [555350/1251000] [443.9/1000.0] [batch_t 0.249 (0.240)] [data_t 0.007] [optim_t 0.242] [lr 0.001775] [CE 4.316 (4.358)] [KD 4.058 (3.983)] 2024-10-13 11:46:14,305 - Train: 44.40% [555400/1251000] [444.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.001775] [CE 4.344 (4.346)] [KD 4.031 (4.006)] 2024-10-13 11:46:33,239 - Test (net): 100.00% [50/50] [batch_t 0.141 (0.161)] [top1_cnt 36590] [top5_cnt 45721] [top_all 50000] 2024-10-13 11:46:33,239 - net: 73.180 (91.442) 2024-10-13 11:46:42,348 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 38738] [top5_cnt 46872] [top_all 50000] 2024-10-13 11:46:42,348 - net_E: 77.476 (93.744) 2024-10-13 11:46:42,538 - Max [top1: 73.180 (epoch: 444)] [top1-ema: 77.526 (epoch: 443)] 2024-10-13 11:46:42,539 - ==> Total time: 1 day, 15:08:35 Eta: 2 days, 1:01:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:46:56,712 - Train: 44.40% [555450/1251000] [444.0/1000.0] [batch_t 0.439 (0.338)] [data_t 0.007] [optim_t 0.432] [lr 0.001775] [CE 4.859 (4.356)] [KD 4.132 (3.988)] 2024-10-13 11:47:08,936 - Train: 44.40% [555500/1251000] [444.0/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001775] [CE 4.713 (4.338)] [KD 3.988 (3.976)] 2024-10-13 11:47:21,906 - Train: 44.41% [555550/1251000] [444.1/1000.0] [batch_t 0.227 (0.259)] [data_t 0.008] [optim_t 0.219] [lr 0.001775] [CE 4.458 (4.352)] [KD 4.092 (3.986)] 2024-10-13 11:47:34,004 - Train: 44.41% [555600/1251000] [444.1/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.220] [lr 0.001774] [CE 4.429 (4.385)] [KD 3.868 (4.040)] 2024-10-13 11:47:46,105 - Train: 44.42% [555650/1251000] [444.2/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001774] [CE 4.339 (4.390)] [KD 3.806 (4.023)] 2024-10-13 11:47:58,072 - Train: 44.42% [555700/1251000] [444.2/1000.0] [batch_t 0.228 (0.239)] [data_t 0.008] [optim_t 0.221] [lr 0.001774] [CE 3.891 (4.395)] [KD 3.764 (4.042)] 2024-10-13 11:48:11,174 - Train: 44.42% [555750/1251000] [444.2/1000.0] [batch_t 0.231 (0.262)] [data_t 0.009] [optim_t 0.222] [lr 0.001774] [CE 4.690 (4.359)] [KD 4.005 (4.009)] 2024-10-13 11:48:23,158 - Train: 44.43% [555800/1251000] [444.3/1000.0] [batch_t 0.230 (0.240)] [data_t 0.010] [optim_t 0.220] [lr 0.001774] [CE 4.004 (4.318)] [KD 3.714 (4.021)] 2024-10-13 11:48:35,608 - Train: 44.43% [555850/1251000] [444.3/1000.0] [batch_t 0.245 (0.249)] [data_t 0.008] [optim_t 0.237] [lr 0.001773] [CE 4.213 (4.431)] [KD 3.869 (4.077)] 2024-10-13 11:48:48,260 - Train: 44.44% [555900/1251000] [444.4/1000.0] [batch_t 0.241 (0.253)] [data_t 0.010] [optim_t 0.232] [lr 0.001773] [CE 4.607 (4.335)] [KD 3.978 (3.995)] 2024-10-13 11:49:00,729 - Train: 44.44% [555950/1251000] [444.4/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.222] [lr 0.001773] [CE 3.912 (4.437)] [KD 3.790 (4.000)] 2024-10-13 11:49:12,633 - Train: 44.44% [556000/1251000] [444.4/1000.0] [batch_t 0.235 (0.238)] [data_t 0.010] [optim_t 0.225] [lr 0.001773] [CE 4.505 (4.357)] [KD 4.081 (3.962)] 2024-10-13 11:49:24,772 - Train: 44.45% [556050/1251000] [444.5/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.001773] [CE 4.616 (4.424)] [KD 4.304 (3.978)] 2024-10-13 11:49:36,839 - Train: 44.45% [556100/1251000] [444.5/1000.0] [batch_t 0.240 (0.241)] [data_t 0.010] [optim_t 0.231] [lr 0.001773] [CE 4.839 (4.269)] [KD 4.226 (3.985)] 2024-10-13 11:49:49,730 - Train: 44.46% [556150/1251000] [444.6/1000.0] [batch_t 0.238 (0.258)] [data_t 0.011] [optim_t 0.227] [lr 0.001772] [CE 4.132 (4.331)] [KD 3.954 (3.995)] 2024-10-13 11:50:02,285 - Train: 44.46% [556200/1251000] [444.6/1000.0] [batch_t 0.238 (0.251)] [data_t 0.006] [optim_t 0.232] [lr 0.001772] [CE 4.896 (4.372)] [KD 4.471 (4.051)] 2024-10-13 11:50:14,357 - Train: 44.46% [556250/1251000] [444.6/1000.0] [batch_t 0.220 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.001772] [CE 3.978 (4.369)] [KD 4.059 (4.045)] 2024-10-13 11:50:26,278 - Train: 44.47% [556300/1251000] [444.7/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.001772] [CE 4.111 (4.424)] [KD 4.014 (4.097)] 2024-10-13 11:50:38,858 - Train: 44.47% [556350/1251000] [444.7/1000.0] [batch_t 0.237 (0.251)] [data_t 0.008] [optim_t 0.229] [lr 0.001772] [CE 4.728 (4.389)] [KD 4.050 (4.010)] 2024-10-13 11:50:50,697 - Train: 44.48% [556400/1251000] [444.8/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.221] [lr 0.001771] [CE 4.430 (4.414)] [KD 3.955 (4.046)] 2024-10-13 11:51:02,581 - Train: 44.48% [556450/1251000] [444.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.012] [optim_t 0.230] [lr 0.001771] [CE 4.331 (4.341)] [KD 3.540 (4.030)] 2024-10-13 11:51:15,300 - Train: 44.48% [556500/1251000] [444.8/1000.0] [batch_t 0.229 (0.254)] [data_t 0.008] [optim_t 0.221] [lr 0.001771] [CE 4.254 (4.313)] [KD 3.986 (3.983)] 2024-10-13 11:51:28,041 - Train: 44.49% [556550/1251000] [444.9/1000.0] [batch_t 0.232 (0.255)] [data_t 0.007] [optim_t 0.225] [lr 0.001771] [CE 4.025 (4.456)] [KD 3.731 (4.044)] 2024-10-13 11:51:39,859 - Train: 44.49% [556600/1251000] [444.9/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.001771] [CE 4.342 (4.407)] [KD 4.004 (4.049)] 2024-10-13 11:51:52,090 - Train: 44.50% [556650/1251000] [445.0/1000.0] [batch_t 0.231 (0.244)] [data_t 0.011] [optim_t 0.220] [lr 0.001770] [CE 4.368 (4.376)] [KD 3.901 (4.015)] 2024-10-13 11:52:12,122 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.175)] [top1_cnt 36225] [top5_cnt 45610] [top_all 50000] 2024-10-13 11:52:12,123 - net: 72.450 (91.220) 2024-10-13 11:52:21,038 - Test (net_E): 100.00% [50/50] [batch_t 0.343 (0.162)] [top1_cnt 38732] [top5_cnt 46859] [top_all 50000] 2024-10-13 11:52:21,039 - net_E: 77.464 (93.718) 2024-10-13 11:52:21,249 - Max [top1: 73.180 (epoch: 444)] [top1-ema: 77.526 (epoch: 443)] 2024-10-13 11:52:21,250 - ==> Total time: 1 day, 15:14:14 Eta: 2 days, 0:56:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:52:26,107 - Train: 44.50% [556700/1251000] [445.0/1000.0] [batch_t 0.238 (0.362)] [data_t 0.009] [optim_t 0.229] [lr 0.001770] [CE 4.646 (4.226)] [KD 4.001 (3.944)] 2024-10-13 11:52:38,518 - Train: 44.50% [556750/1251000] [445.0/1000.0] [batch_t 0.229 (0.248)] [data_t 0.007] [optim_t 0.222] [lr 0.001770] [CE 4.022 (4.292)] [KD 3.873 (3.989)] 2024-10-13 11:52:51,000 - Train: 44.51% [556800/1251000] [445.1/1000.0] [batch_t 0.467 (0.249)] [data_t 0.009] [optim_t 0.458] [lr 0.001770] [CE 4.222 (4.326)] [KD 3.839 (3.982)] 2024-10-13 11:53:03,022 - Train: 44.51% [556850/1251000] [445.1/1000.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.001770] [CE 4.484 (4.326)] [KD 4.093 (3.983)] 2024-10-13 11:53:14,876 - Train: 44.52% [556900/1251000] [445.2/1000.0] [batch_t 0.243 (0.237)] [data_t 0.010] [optim_t 0.233] [lr 0.001770] [CE 4.314 (4.370)] [KD 4.025 (3.981)] 2024-10-13 11:53:27,421 - Train: 44.52% [556950/1251000] [445.2/1000.0] [batch_t 0.437 (0.251)] [data_t 0.010] [optim_t 0.427] [lr 0.001769] [CE 3.996 (4.334)] [KD 3.962 (3.985)] 2024-10-13 11:53:39,709 - Train: 44.52% [557000/1251000] [445.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.012] [optim_t 0.225] [lr 0.001769] [CE 4.379 (4.451)] [KD 4.055 (4.030)] 2024-10-13 11:53:51,545 - Train: 44.53% [557050/1251000] [445.3/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.001769] [CE 4.463 (4.368)] [KD 3.816 (3.916)] 2024-10-13 11:54:03,472 - Train: 44.53% [557100/1251000] [445.3/1000.0] [batch_t 0.245 (0.238)] [data_t 0.007] [optim_t 0.238] [lr 0.001769] [CE 4.896 (4.369)] [KD 4.167 (4.024)] 2024-10-13 11:54:16,029 - Train: 44.54% [557150/1251000] [445.4/1000.0] [batch_t 0.241 (0.251)] [data_t 0.006] [optim_t 0.234] [lr 0.001769] [CE 4.730 (4.371)] [KD 4.129 (3.994)] 2024-10-13 11:54:28,053 - Train: 44.54% [557200/1251000] [445.4/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.001768] [CE 4.680 (4.346)] [KD 4.073 (4.027)] 2024-10-13 11:54:40,025 - Train: 44.54% [557250/1251000] [445.4/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.001768] [CE 4.330 (4.366)] [KD 3.975 (4.018)] 2024-10-13 11:54:52,217 - Train: 44.55% [557300/1251000] [445.5/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.001768] [CE 4.147 (4.389)] [KD 3.627 (3.979)] 2024-10-13 11:55:04,094 - Train: 44.55% [557350/1251000] [445.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.010] [optim_t 0.225] [lr 0.001768] [CE 4.301 (4.374)] [KD 3.949 (3.996)] 2024-10-13 11:55:16,580 - Train: 44.56% [557400/1251000] [445.6/1000.0] [batch_t 0.225 (0.250)] [data_t 0.010] [optim_t 0.215] [lr 0.001768] [CE 4.155 (4.333)] [KD 3.927 (4.002)] 2024-10-13 11:55:29,085 - Train: 44.56% [557450/1251000] [445.6/1000.0] [batch_t 0.225 (0.250)] [data_t 0.010] [optim_t 0.215] [lr 0.001768] [CE 4.144 (4.460)] [KD 4.129 (4.099)] 2024-10-13 11:55:40,727 - Train: 44.56% [557500/1251000] [445.6/1000.0] [batch_t 0.222 (0.233)] [data_t 0.010] [optim_t 0.212] [lr 0.001767] [CE 3.854 (4.346)] [KD 3.539 (4.012)] 2024-10-13 11:55:52,086 - Train: 44.57% [557550/1251000] [445.7/1000.0] [batch_t 0.227 (0.227)] [data_t 0.009] [optim_t 0.218] [lr 0.001767] [CE 4.193 (4.414)] [KD 3.632 (4.005)] 2024-10-13 11:56:04,308 - Train: 44.57% [557600/1251000] [445.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001767] [CE 4.257 (4.435)] [KD 3.753 (3.995)] 2024-10-13 11:56:15,906 - Train: 44.58% [557650/1251000] [445.8/1000.0] [batch_t 0.219 (0.232)] [data_t 0.007] [optim_t 0.212] [lr 0.001767] [CE 4.138 (4.388)] [KD 4.177 (3.974)] 2024-10-13 11:56:27,287 - Train: 44.58% [557700/1251000] [445.8/1000.0] [batch_t 0.230 (0.227)] [data_t 0.008] [optim_t 0.222] [lr 0.001767] [CE 3.975 (4.352)] [KD 3.738 (4.001)] 2024-10-13 11:56:39,549 - Train: 44.58% [557750/1251000] [445.8/1000.0] [batch_t 0.222 (0.245)] [data_t 0.010] [optim_t 0.211] [lr 0.001766] [CE 4.128 (4.409)] [KD 3.792 (4.044)] 2024-10-13 11:56:51,826 - Train: 44.59% [557800/1251000] [445.9/1000.0] [batch_t 0.226 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.001766] [CE 4.431 (4.335)] [KD 4.066 (3.960)] 2024-10-13 11:57:03,655 - Train: 44.59% [557850/1251000] [445.9/1000.0] [batch_t 0.245 (0.236)] [data_t 0.007] [optim_t 0.238] [lr 0.001766] [CE 4.616 (4.386)] [KD 4.023 (3.971)] 2024-10-13 11:57:15,537 - Train: 44.60% [557900/1251000] [446.0/1000.0] [batch_t 0.218 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.001766] [CE 4.450 (4.398)] [KD 4.016 (4.037)] 2024-10-13 11:57:34,270 - Test (net): 100.00% [50/50] [batch_t 0.254 (0.158)] [top1_cnt 36407] [top5_cnt 45746] [top_all 50000] 2024-10-13 11:57:34,271 - net: 72.814 (91.492) 2024-10-13 11:57:42,664 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.152)] [top1_cnt 38775] [top5_cnt 46843] [top_all 50000] 2024-10-13 11:57:42,665 - net_E: 77.550 (93.686) 2024-10-13 11:57:42,852 - Max [top1: 73.180 (epoch: 444)] [top1-ema: 77.550 (epoch: 446)] 2024-10-13 11:57:42,852 - ==> Total time: 1 day, 15:19:35 Eta: 2 days, 0:50:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 11:57:55,569 - Train: 44.60% [557950/1251000] [446.0/1000.0] [batch_t 0.211 (0.375)] [data_t 0.007] [optim_t 0.204] [lr 0.001766] [CE 4.431 (4.545)] [KD 4.104 (3.963)] 2024-10-13 11:58:07,698 - Train: 44.60% [558000/1251000] [446.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.001766] [CE 4.911 (4.430)] [KD 4.268 (4.032)] 2024-10-13 11:58:20,432 - Train: 44.61% [558050/1251000] [446.1/1000.0] [batch_t 0.463 (0.255)] [data_t 0.007] [optim_t 0.456] [lr 0.001765] [CE 4.808 (4.323)] [KD 4.172 (3.988)] 2024-10-13 11:58:31,989 - Train: 44.61% [558100/1251000] [446.1/1000.0] [batch_t 0.221 (0.231)] [data_t 0.010] [optim_t 0.211] [lr 0.001765] [CE 4.037 (4.348)] [KD 4.000 (4.015)] 2024-10-13 11:58:43,560 - Train: 44.62% [558150/1251000] [446.2/1000.0] [batch_t 0.235 (0.231)] [data_t 0.010] [optim_t 0.225] [lr 0.001765] [CE 4.167 (4.451)] [KD 3.953 (4.077)] 2024-10-13 11:58:55,048 - Train: 44.62% [558200/1251000] [446.2/1000.0] [batch_t 0.235 (0.230)] [data_t 0.006] [optim_t 0.229] [lr 0.001765] [CE 4.551 (4.386)] [KD 4.094 (4.041)] 2024-10-13 11:59:06,869 - Train: 44.62% [558250/1251000] [446.2/1000.0] [batch_t 0.225 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.001765] [CE 4.404 (4.395)] [KD 4.178 (4.056)] 2024-10-13 11:59:18,553 - Train: 44.63% [558300/1251000] [446.3/1000.0] [batch_t 0.227 (0.234)] [data_t 0.006] [optim_t 0.221] [lr 0.001764] [CE 4.933 (4.373)] [KD 4.264 (4.101)] 2024-10-13 11:59:30,291 - Train: 44.63% [558350/1251000] [446.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.007] [optim_t 0.225] [lr 0.001764] [CE 4.252 (4.430)] [KD 4.055 (4.074)] 2024-10-13 11:59:42,144 - Train: 44.64% [558400/1251000] [446.4/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.001764] [CE 3.827 (4.386)] [KD 3.965 (3.982)] 2024-10-13 11:59:54,423 - Train: 44.64% [558450/1251000] [446.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.001764] [CE 4.034 (4.436)] [KD 3.979 (4.058)] 2024-10-13 12:00:06,181 - Train: 44.64% [558500/1251000] [446.4/1000.0] [batch_t 0.238 (0.235)] [data_t 0.007] [optim_t 0.232] [lr 0.001764] [CE 3.764 (4.323)] [KD 3.560 (3.921)] 2024-10-13 12:00:17,691 - Train: 44.65% [558550/1251000] [446.5/1000.0] [batch_t 0.224 (0.230)] [data_t 0.008] [optim_t 0.217] [lr 0.001764] [CE 4.600 (4.465)] [KD 4.269 (4.026)] 2024-10-13 12:00:29,444 - Train: 44.65% [558600/1251000] [446.5/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.221] [lr 0.001763] [CE 4.704 (4.395)] [KD 3.956 (4.068)] 2024-10-13 12:00:41,837 - Train: 44.66% [558650/1251000] [446.6/1000.0] [batch_t 0.229 (0.248)] [data_t 0.006] [optim_t 0.223] [lr 0.001763] [CE 4.629 (4.379)] [KD 4.359 (4.002)] 2024-10-13 12:00:53,374 - Train: 44.66% [558700/1251000] [446.6/1000.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.001763] [CE 4.747 (4.296)] [KD 4.159 (3.961)] 2024-10-13 12:01:05,320 - Train: 44.66% [558750/1251000] [446.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001763] [CE 4.315 (4.367)] [KD 3.792 (4.008)] 2024-10-13 12:01:17,131 - Train: 44.67% [558800/1251000] [446.7/1000.0] [batch_t 0.231 (0.236)] [data_t 0.006] [optim_t 0.224] [lr 0.001763] [CE 4.526 (4.375)] [KD 4.066 (4.065)] 2024-10-13 12:01:28,990 - Train: 44.67% [558850/1251000] [446.7/1000.0] [batch_t 0.241 (0.237)] [data_t 0.006] [optim_t 0.235] [lr 0.001762] [CE 4.024 (4.351)] [KD 3.874 (4.011)] 2024-10-13 12:01:40,328 - Train: 44.68% [558900/1251000] [446.8/1000.0] [batch_t 0.224 (0.227)] [data_t 0.006] [optim_t 0.218] [lr 0.001762] [CE 4.494 (4.365)] [KD 4.144 (3.937)] 2024-10-13 12:01:51,928 - Train: 44.68% [558950/1251000] [446.8/1000.0] [batch_t 0.234 (0.232)] [data_t 0.007] [optim_t 0.227] [lr 0.001762] [CE 4.534 (4.331)] [KD 4.307 (4.091)] 2024-10-13 12:02:03,677 - Train: 44.68% [559000/1251000] [446.8/1000.0] [batch_t 0.226 (0.235)] [data_t 0.008] [optim_t 0.218] [lr 0.001762] [CE 4.172 (4.418)] [KD 3.959 (4.006)] 2024-10-13 12:02:16,092 - Train: 44.69% [559050/1251000] [446.9/1000.0] [batch_t 0.219 (0.248)] [data_t 0.006] [optim_t 0.213] [lr 0.001762] [CE 4.246 (4.340)] [KD 3.830 (3.962)] 2024-10-13 12:02:28,010 - Train: 44.69% [559100/1251000] [446.9/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.001761] [CE 4.525 (4.365)] [KD 4.008 (3.989)] 2024-10-13 12:02:39,619 - Train: 44.70% [559150/1251000] [447.0/1000.0] [batch_t 0.239 (0.232)] [data_t 0.007] [optim_t 0.232] [lr 0.001761] [CE 4.395 (4.307)] [KD 4.279 (4.023)] 2024-10-13 12:02:58,456 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.159)] [top1_cnt 36434] [top5_cnt 45676] [top_all 50000] 2024-10-13 12:02:58,456 - net: 72.868 (91.352) 2024-10-13 12:03:07,536 - Test (net_E): 100.00% [50/50] [batch_t 0.437 (0.166)] [top1_cnt 38787] [top5_cnt 46839] [top_all 50000] 2024-10-13 12:03:07,537 - net_E: 77.574 (93.678) 2024-10-13 12:03:07,758 - Max [top1: 73.180 (epoch: 444)] [top1-ema: 77.574 (epoch: 447)] 2024-10-13 12:03:07,759 - ==> Total time: 1 day, 15:25:00 Eta: 2 days, 0:45:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:03:20,195 - Train: 44.70% [559200/1251000] [447.0/1000.0] [batch_t 0.209 (0.379)] [data_t 0.009] [optim_t 0.200] [lr 0.001761] [CE 4.175 (4.192)] [KD 3.931 (3.921)] 2024-10-13 12:03:32,393 - Train: 44.70% [559250/1251000] [447.0/1000.0] [batch_t 0.219 (0.244)] [data_t 0.007] [optim_t 0.211] [lr 0.001761] [CE 4.412 (4.360)] [KD 4.005 (4.015)] 2024-10-13 12:03:44,434 - Train: 44.71% [559300/1251000] [447.1/1000.0] [batch_t 0.227 (0.241)] [data_t 0.010] [optim_t 0.218] [lr 0.001761] [CE 4.135 (4.323)] [KD 3.915 (4.023)] 2024-10-13 12:03:55,960 - Train: 44.71% [559350/1251000] [447.1/1000.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.221] [lr 0.001761] [CE 4.072 (4.342)] [KD 4.008 (3.976)] 2024-10-13 12:04:08,012 - Train: 44.72% [559400/1251000] [447.2/1000.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.001760] [CE 4.339 (4.320)] [KD 3.834 (3.944)] 2024-10-13 12:04:19,392 - Train: 44.72% [559450/1251000] [447.2/1000.0] [batch_t 0.233 (0.227)] [data_t 0.007] [optim_t 0.227] [lr 0.001760] [CE 4.515 (4.411)] [KD 4.046 (4.002)] 2024-10-13 12:04:31,148 - Train: 44.72% [559500/1251000] [447.2/1000.0] [batch_t 0.226 (0.235)] [data_t 0.006] [optim_t 0.220] [lr 0.001760] [CE 4.041 (4.445)] [KD 4.089 (4.059)] 2024-10-13 12:04:43,154 - Train: 44.73% [559550/1251000] [447.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.230] [lr 0.001760] [CE 4.973 (4.381)] [KD 4.224 (3.996)] 2024-10-13 12:04:54,720 - Train: 44.73% [559600/1251000] [447.3/1000.0] [batch_t 0.212 (0.231)] [data_t 0.010] [optim_t 0.201] [lr 0.001760] [CE 4.847 (4.353)] [KD 4.102 (3.997)] 2024-10-13 12:05:05,962 - Train: 44.74% [559650/1251000] [447.4/1000.0] [batch_t 0.238 (0.225)] [data_t 0.010] [optim_t 0.228] [lr 0.001759] [CE 4.121 (4.320)] [KD 3.976 (4.036)] 2024-10-13 12:05:18,077 - Train: 44.74% [559700/1251000] [447.4/1000.0] [batch_t 0.535 (0.242)] [data_t 0.008] [optim_t 0.527] [lr 0.001759] [CE 4.381 (4.365)] [KD 3.874 (3.917)] 2024-10-13 12:05:29,606 - Train: 44.74% [559750/1251000] [447.4/1000.0] [batch_t 0.223 (0.230)] [data_t 0.010] [optim_t 0.213] [lr 0.001759] [CE 4.208 (4.301)] [KD 3.848 (3.879)] 2024-10-13 12:05:41,019 - Train: 44.75% [559800/1251000] [447.5/1000.0] [batch_t 0.216 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.001759] [CE 4.646 (4.380)] [KD 4.018 (3.985)] 2024-10-13 12:05:52,831 - Train: 44.75% [559850/1251000] [447.5/1000.0] [batch_t 0.218 (0.236)] [data_t 0.008] [optim_t 0.210] [lr 0.001759] [CE 4.350 (4.410)] [KD 3.784 (4.049)] 2024-10-13 12:06:04,766 - Train: 44.76% [559900/1251000] [447.6/1000.0] [batch_t 0.224 (0.239)] [data_t 0.007] [optim_t 0.217] [lr 0.001759] [CE 4.249 (4.402)] [KD 3.968 (4.062)] 2024-10-13 12:06:16,436 - Train: 44.76% [559950/1251000] [447.6/1000.0] [batch_t 0.232 (0.233)] [data_t 0.006] [optim_t 0.226] [lr 0.001758] [CE 4.435 (4.380)] [KD 3.857 (3.964)] 2024-10-13 12:06:28,165 - Train: 44.76% [560000/1251000] [447.6/1000.0] [batch_t 0.428 (0.234)] [data_t 0.010] [optim_t 0.418] [lr 0.001758] [CE 3.981 (4.366)] [KD 3.768 (3.945)] 2024-10-13 12:06:39,742 - Train: 44.77% [560050/1251000] [447.7/1000.0] [batch_t 0.229 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.001758] [CE 4.735 (4.401)] [KD 4.058 (4.053)] 2024-10-13 12:06:51,376 - Train: 44.77% [560100/1251000] [447.7/1000.0] [batch_t 0.229 (0.233)] [data_t 0.010] [optim_t 0.219] [lr 0.001758] [CE 4.273 (4.419)] [KD 3.990 (4.076)] 2024-10-13 12:07:03,809 - Train: 44.78% [560150/1251000] [447.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.010] [optim_t 0.223] [lr 0.001758] [CE 4.393 (4.367)] [KD 4.291 (4.040)] 2024-10-13 12:07:15,568 - Train: 44.78% [560200/1251000] [447.8/1000.0] [batch_t 0.229 (0.235)] [data_t 0.010] [optim_t 0.219] [lr 0.001757] [CE 4.560 (4.325)] [KD 4.031 (4.028)] 2024-10-13 12:07:27,635 - Train: 44.78% [560250/1251000] [447.8/1000.0] [batch_t 0.230 (0.241)] [data_t 0.006] [optim_t 0.225] [lr 0.001757] [CE 4.003 (4.435)] [KD 3.729 (4.062)] 2024-10-13 12:07:39,579 - Train: 44.79% [560300/1251000] [447.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.001757] [CE 4.208 (4.354)] [KD 4.028 (3.983)] 2024-10-13 12:07:51,862 - Train: 44.79% [560350/1251000] [447.9/1000.0] [batch_t 0.223 (0.245)] [data_t 0.007] [optim_t 0.216] [lr 0.001757] [CE 4.131 (4.353)] [KD 3.777 (4.007)] 2024-10-13 12:08:03,493 - Train: 44.80% [560400/1251000] [448.0/1000.0] [batch_t 0.234 (0.232)] [data_t 0.010] [optim_t 0.224] [lr 0.001757] [CE 4.581 (4.409)] [KD 4.064 (3.973)] 2024-10-13 12:08:23,707 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 36511] [top5_cnt 45810] [top_all 50000] 2024-10-13 12:08:23,708 - net: 73.022 (91.620) 2024-10-13 12:08:33,354 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.176)] [top1_cnt 38815] [top5_cnt 46825] [top_all 50000] 2024-10-13 12:08:33,354 - net_E: 77.630 (93.650) 2024-10-13 12:08:33,601 - Max [top1: 73.180 (epoch: 444)] [top1-ema: 77.630 (epoch: 448)] 2024-10-13 12:08:33,601 - ==> Total time: 1 day, 15:30:26 Eta: 2 days, 0:40:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:08:46,149 - Train: 44.80% [560450/1251000] [448.0/1000.0] [batch_t 0.200 (0.455)] [data_t 0.006] [optim_t 0.195] [lr 0.001757] [CE 4.746 (4.595)] [KD 4.264 (4.233)] 2024-10-13 12:08:58,140 - Train: 44.80% [560500/1251000] [448.0/1000.0] [batch_t 0.246 (0.240)] [data_t 0.007] [optim_t 0.239] [lr 0.001756] [CE 4.216 (4.357)] [KD 3.816 (3.929)] 2024-10-13 12:09:10,497 - Train: 44.81% [560550/1251000] [448.1/1000.0] [batch_t 0.225 (0.247)] [data_t 0.008] [optim_t 0.217] [lr 0.001756] [CE 4.281 (4.371)] [KD 3.992 (4.023)] 2024-10-13 12:09:22,104 - Train: 44.81% [560600/1251000] [448.1/1000.0] [batch_t 0.220 (0.232)] [data_t 0.007] [optim_t 0.212] [lr 0.001756] [CE 4.004 (4.318)] [KD 4.121 (4.000)] 2024-10-13 12:09:34,137 - Train: 44.82% [560650/1251000] [448.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.001756] [CE 4.132 (4.300)] [KD 3.841 (3.975)] 2024-10-13 12:09:45,728 - Train: 44.82% [560700/1251000] [448.2/1000.0] [batch_t 0.226 (0.232)] [data_t 0.010] [optim_t 0.216] [lr 0.001756] [CE 4.615 (4.394)] [KD 4.212 (3.970)] 2024-10-13 12:09:57,598 - Train: 44.82% [560750/1251000] [448.2/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.001755] [CE 4.033 (4.402)] [KD 3.542 (4.024)] 2024-10-13 12:10:09,530 - Train: 44.83% [560800/1251000] [448.3/1000.0] [batch_t 0.219 (0.238)] [data_t 0.010] [optim_t 0.209] [lr 0.001755] [CE 4.080 (4.322)] [KD 3.729 (3.985)] 2024-10-13 12:10:21,288 - Train: 44.83% [560850/1251000] [448.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.006] [optim_t 0.227] [lr 0.001755] [CE 4.304 (4.405)] [KD 3.923 (3.969)] 2024-10-13 12:10:33,257 - Train: 44.84% [560900/1251000] [448.4/1000.0] [batch_t 0.219 (0.239)] [data_t 0.010] [optim_t 0.209] [lr 0.001755] [CE 4.227 (4.368)] [KD 3.881 (4.017)] 2024-10-13 12:10:44,877 - Train: 44.84% [560950/1251000] [448.4/1000.0] [batch_t 0.237 (0.232)] [data_t 0.011] [optim_t 0.226] [lr 0.001755] [CE 4.453 (4.372)] [KD 4.051 (3.954)] 2024-10-13 12:10:56,397 - Train: 44.84% [561000/1251000] [448.4/1000.0] [batch_t 0.230 (0.230)] [data_t 0.008] [optim_t 0.222] [lr 0.001754] [CE 4.694 (4.340)] [KD 4.063 (3.993)] 2024-10-13 12:11:08,686 - Train: 44.85% [561050/1251000] [448.5/1000.0] [batch_t 0.414 (0.246)] [data_t 0.007] [optim_t 0.407] [lr 0.001754] [CE 4.657 (4.355)] [KD 4.092 (3.970)] 2024-10-13 12:11:20,542 - Train: 44.85% [561100/1251000] [448.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.010] [optim_t 0.227] [lr 0.001754] [CE 4.877 (4.355)] [KD 3.888 (3.954)] 2024-10-13 12:11:32,472 - Train: 44.86% [561150/1251000] [448.6/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.001754] [CE 4.686 (4.324)] [KD 4.069 (3.970)] 2024-10-13 12:11:44,318 - Train: 44.86% [561200/1251000] [448.6/1000.0] [batch_t 0.240 (0.237)] [data_t 0.007] [optim_t 0.233] [lr 0.001754] [CE 4.639 (4.345)] [KD 4.186 (4.005)] 2024-10-13 12:11:56,265 - Train: 44.86% [561250/1251000] [448.6/1000.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.208] [lr 0.001754] [CE 4.490 (4.341)] [KD 3.945 (4.004)] 2024-10-13 12:12:07,835 - Train: 44.87% [561300/1251000] [448.7/1000.0] [batch_t 0.233 (0.231)] [data_t 0.011] [optim_t 0.222] [lr 0.001753] [CE 4.456 (4.262)] [KD 3.775 (3.965)] 2024-10-13 12:12:19,840 - Train: 44.87% [561350/1251000] [448.7/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.001753] [CE 4.508 (4.449)] [KD 4.170 (4.045)] 2024-10-13 12:12:31,351 - Train: 44.88% [561400/1251000] [448.8/1000.0] [batch_t 0.229 (0.230)] [data_t 0.008] [optim_t 0.221] [lr 0.001753] [CE 4.172 (4.301)] [KD 3.856 (3.998)] 2024-10-13 12:12:43,260 - Train: 44.88% [561450/1251000] [448.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.010] [optim_t 0.227] [lr 0.001753] [CE 3.872 (4.328)] [KD 3.691 (3.913)] 2024-10-13 12:12:55,128 - Train: 44.88% [561500/1251000] [448.8/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.001753] [CE 3.899 (4.410)] [KD 3.843 (3.958)] 2024-10-13 12:13:07,060 - Train: 44.89% [561550/1251000] [448.9/1000.0] [batch_t 0.228 (0.238)] [data_t 0.010] [optim_t 0.218] [lr 0.001752] [CE 4.128 (4.365)] [KD 3.839 (3.973)] 2024-10-13 12:13:18,479 - Train: 44.89% [561600/1251000] [448.9/1000.0] [batch_t 0.231 (0.228)] [data_t 0.010] [optim_t 0.221] [lr 0.001752] [CE 4.660 (4.383)] [KD 4.484 (3.988)] 2024-10-13 12:13:30,494 - Train: 44.90% [561650/1251000] [449.0/1000.0] [batch_t 0.224 (0.240)] [data_t 0.007] [optim_t 0.217] [lr 0.001752] [CE 4.083 (4.294)] [KD 3.991 (3.979)] 2024-10-13 12:13:51,168 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.182)] [top1_cnt 36508] [top5_cnt 45838] [top_all 50000] 2024-10-13 12:13:51,169 - net: 73.016 (91.676) 2024-10-13 12:13:59,855 - Test (net_E): 100.00% [50/50] [batch_t 0.036 (0.158)] [top1_cnt 38853] [top5_cnt 46849] [top_all 50000] 2024-10-13 12:13:59,856 - net_E: 77.706 (93.698) 2024-10-13 12:14:00,072 - Max [top1: 73.180 (epoch: 444)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 12:14:00,073 - ==> Total time: 1 day, 15:35:52 Eta: 2 days, 0:35:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:14:15,009 - Train: 44.90% [561700/1251000] [449.0/1000.0] [batch_t 0.903 (0.903)] [data_t 0.686] [optim_t 0.216] [lr 0.001752] [CE 4.480 (4.480)] [KD 3.931 (3.931)] 2024-10-13 12:14:26,937 - Train: 44.90% [561750/1251000] [449.0/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.001752] [CE 3.974 (4.385)] [KD 3.879 (3.975)] 2024-10-13 12:14:39,358 - Train: 44.91% [561800/1251000] [449.1/1000.0] [batch_t 0.435 (0.248)] [data_t 0.008] [optim_t 0.427] [lr 0.001752] [CE 4.172 (4.398)] [KD 3.830 (3.985)] 2024-10-13 12:14:51,351 - Train: 44.91% [561850/1251000] [449.1/1000.0] [batch_t 0.429 (0.240)] [data_t 0.007] [optim_t 0.422] [lr 0.001751] [CE 4.002 (4.358)] [KD 3.707 (3.945)] 2024-10-13 12:15:03,090 - Train: 44.92% [561900/1251000] [449.2/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.001751] [CE 3.977 (4.360)] [KD 3.749 (3.977)] 2024-10-13 12:15:14,992 - Train: 44.92% [561950/1251000] [449.2/1000.0] [batch_t 0.244 (0.238)] [data_t 0.006] [optim_t 0.238] [lr 0.001751] [CE 4.344 (4.375)] [KD 4.029 (3.969)] 2024-10-13 12:15:27,391 - Train: 44.92% [562000/1251000] [449.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.001751] [CE 4.458 (4.398)] [KD 4.149 (4.021)] 2024-10-13 12:15:39,612 - Train: 44.93% [562050/1251000] [449.3/1000.0] [batch_t 0.216 (0.244)] [data_t 0.009] [optim_t 0.207] [lr 0.001751] [CE 4.305 (4.323)] [KD 3.909 (3.975)] 2024-10-13 12:15:51,500 - Train: 44.93% [562100/1251000] [449.3/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.221] [lr 0.001750] [CE 4.105 (4.421)] [KD 3.919 (4.048)] 2024-10-13 12:16:03,485 - Train: 44.94% [562150/1251000] [449.4/1000.0] [batch_t 0.223 (0.240)] [data_t 0.006] [optim_t 0.217] [lr 0.001750] [CE 4.639 (4.441)] [KD 4.314 (4.072)] 2024-10-13 12:16:15,612 - Train: 44.94% [562200/1251000] [449.4/1000.0] [batch_t 0.245 (0.242)] [data_t 0.008] [optim_t 0.237] [lr 0.001750] [CE 4.010 (4.416)] [KD 3.660 (3.954)] 2024-10-13 12:16:27,870 - Train: 44.94% [562250/1251000] [449.4/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.001750] [CE 4.626 (4.350)] [KD 4.136 (3.957)] 2024-10-13 12:16:39,867 - Train: 44.95% [562300/1251000] [449.5/1000.0] [batch_t 0.250 (0.240)] [data_t 0.008] [optim_t 0.242] [lr 0.001750] [CE 4.136 (4.357)] [KD 4.118 (4.013)] 2024-10-13 12:16:51,813 - Train: 44.95% [562350/1251000] [449.5/1000.0] [batch_t 0.268 (0.239)] [data_t 0.007] [optim_t 0.261] [lr 0.001750] [CE 3.987 (4.319)] [KD 3.712 (3.918)] 2024-10-13 12:17:04,159 - Train: 44.96% [562400/1251000] [449.6/1000.0] [batch_t 0.247 (0.247)] [data_t 0.009] [optim_t 0.238] [lr 0.001749] [CE 4.821 (4.344)] [KD 4.234 (3.976)] 2024-10-13 12:17:16,234 - Train: 44.96% [562450/1251000] [449.6/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.221] [lr 0.001749] [CE 4.503 (4.416)] [KD 4.128 (4.066)] 2024-10-13 12:17:28,224 - Train: 44.96% [562500/1251000] [449.6/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.001749] [CE 4.152 (4.334)] [KD 3.928 (3.975)] 2024-10-13 12:17:40,329 - Train: 44.97% [562550/1251000] [449.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.008] [optim_t 0.232] [lr 0.001749] [CE 4.245 (4.365)] [KD 4.154 (4.039)] 2024-10-13 12:17:52,340 - Train: 44.97% [562600/1251000] [449.7/1000.0] [batch_t 0.216 (0.240)] [data_t 0.009] [optim_t 0.207] [lr 0.001749] [CE 4.645 (4.356)] [KD 4.333 (4.039)] 2024-10-13 12:18:04,439 - Train: 44.98% [562650/1251000] [449.8/1000.0] [batch_t 0.244 (0.242)] [data_t 0.008] [optim_t 0.236] [lr 0.001748] [CE 4.562 (4.400)] [KD 3.988 (4.013)] 2024-10-13 12:18:16,777 - Train: 44.98% [562700/1251000] [449.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.006] [optim_t 0.227] [lr 0.001748] [CE 4.385 (4.303)] [KD 4.088 (3.963)] 2024-10-13 12:18:28,740 - Train: 44.98% [562750/1251000] [449.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.006] [optim_t 0.228] [lr 0.001748] [CE 4.828 (4.373)] [KD 4.200 (3.998)] 2024-10-13 12:18:40,916 - Train: 44.99% [562800/1251000] [449.9/1000.0] [batch_t 0.254 (0.243)] [data_t 0.006] [optim_t 0.248] [lr 0.001748] [CE 4.554 (4.308)] [KD 4.168 (3.941)] 2024-10-13 12:18:53,130 - Train: 44.99% [562850/1251000] [449.9/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.001748] [CE 4.301 (4.396)] [KD 4.061 (4.014)] 2024-10-13 12:19:05,408 - Train: 45.00% [562900/1251000] [450.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.011] [optim_t 0.224] [lr 0.001747] [CE 4.136 (4.331)] [KD 3.836 (3.953)] 2024-10-13 12:19:17,654 - Train: 45.00% [562950/1251000] [450.0/1000.0] [batch_t 0.213 (0.245)] [data_t 0.006] [optim_t 0.207] [lr 0.001747] [CE 4.163 (4.406)] [KD 3.948 (4.017)] 2024-10-13 12:19:25,910 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.153)] [top1_cnt 36434] [top5_cnt 45629] [top_all 50000] 2024-10-13 12:19:25,910 - net: 72.868 (91.258) 2024-10-13 12:19:34,538 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.156)] [top1_cnt 38807] [top5_cnt 46870] [top_all 50000] 2024-10-13 12:19:34,538 - net_E: 77.614 (93.740) 2024-10-13 12:19:34,755 - Max [top1: 73.180 (epoch: 444)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 12:19:34,756 - ==> Total time: 1 day, 15:41:27 Eta: 2 days, 0:30:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:19:59,576 - Train: 45.00% [563000/1251000] [450.0/1000.0] [batch_t 0.206 (0.256)] [data_t 0.006] [optim_t 0.200] [lr 0.001747] [CE 4.474 (4.331)] [KD 4.214 (3.963)] 2024-10-13 12:20:11,674 - Train: 45.01% [563050/1251000] [450.1/1000.0] [batch_t 0.451 (0.242)] [data_t 0.009] [optim_t 0.442] [lr 0.001747] [CE 4.449 (4.315)] [KD 4.207 (3.935)] 2024-10-13 12:20:23,408 - Train: 45.01% [563100/1251000] [450.1/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.223] [lr 0.001747] [CE 4.547 (4.390)] [KD 4.023 (3.963)] 2024-10-13 12:20:35,138 - Train: 45.02% [563150/1251000] [450.2/1000.0] [batch_t 0.227 (0.234)] [data_t 0.008] [optim_t 0.219] [lr 0.001747] [CE 4.825 (4.310)] [KD 4.421 (4.032)] 2024-10-13 12:20:46,949 - Train: 45.02% [563200/1251000] [450.2/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.001746] [CE 3.937 (4.401)] [KD 3.952 (4.025)] 2024-10-13 12:20:58,458 - Train: 45.02% [563250/1251000] [450.2/1000.0] [batch_t 0.230 (0.230)] [data_t 0.012] [optim_t 0.218] [lr 0.001746] [CE 4.389 (4.413)] [KD 3.826 (3.966)] 2024-10-13 12:21:10,257 - Train: 45.03% [563300/1251000] [450.3/1000.0] [batch_t 0.216 (0.236)] [data_t 0.007] [optim_t 0.209] [lr 0.001746] [CE 3.680 (4.367)] [KD 3.606 (3.969)] 2024-10-13 12:21:22,504 - Train: 45.03% [563350/1251000] [450.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.001746] [CE 4.507 (4.375)] [KD 4.309 (4.004)] 2024-10-13 12:21:34,627 - Train: 45.04% [563400/1251000] [450.4/1000.0] [batch_t 0.227 (0.242)] [data_t 0.007] [optim_t 0.219] [lr 0.001746] [CE 4.670 (4.362)] [KD 4.481 (3.988)] 2024-10-13 12:21:46,481 - Train: 45.04% [563450/1251000] [450.4/1000.0] [batch_t 0.244 (0.237)] [data_t 0.006] [optim_t 0.238] [lr 0.001745] [CE 4.273 (4.333)] [KD 4.075 (3.992)] 2024-10-13 12:21:58,473 - Train: 45.04% [563500/1251000] [450.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.001745] [CE 4.441 (4.421)] [KD 3.926 (3.988)] 2024-10-13 12:22:10,425 - Train: 45.05% [563550/1251000] [450.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.230] [lr 0.001745] [CE 4.463 (4.416)] [KD 3.977 (4.025)] 2024-10-13 12:22:22,439 - Train: 45.05% [563600/1251000] [450.5/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.001745] [CE 4.470 (4.396)] [KD 4.171 (4.024)] 2024-10-13 12:22:34,678 - Train: 45.06% [563650/1251000] [450.6/1000.0] [batch_t 0.463 (0.245)] [data_t 0.010] [optim_t 0.453] [lr 0.001745] [CE 4.075 (4.322)] [KD 3.882 (3.982)] 2024-10-13 12:22:46,591 - Train: 45.06% [563700/1251000] [450.6/1000.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.001745] [CE 4.156 (4.391)] [KD 3.723 (3.966)] 2024-10-13 12:22:58,824 - Train: 45.06% [563750/1251000] [450.6/1000.0] [batch_t 0.246 (0.245)] [data_t 0.006] [optim_t 0.240] [lr 0.001744] [CE 4.339 (4.336)] [KD 3.835 (3.951)] 2024-10-13 12:23:10,999 - Train: 45.07% [563800/1251000] [450.7/1000.0] [batch_t 0.219 (0.243)] [data_t 0.008] [optim_t 0.211] [lr 0.001744] [CE 4.370 (4.400)] [KD 4.295 (4.059)] 2024-10-13 12:23:23,194 - Train: 45.07% [563850/1251000] [450.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.006] [optim_t 0.233] [lr 0.001744] [CE 4.660 (4.438)] [KD 4.028 (4.072)] 2024-10-13 12:23:35,339 - Train: 45.08% [563900/1251000] [450.8/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.001744] [CE 4.434 (4.333)] [KD 3.865 (3.958)] 2024-10-13 12:23:47,482 - Train: 45.08% [563950/1251000] [450.8/1000.0] [batch_t 0.224 (0.243)] [data_t 0.008] [optim_t 0.216] [lr 0.001744] [CE 4.384 (4.421)] [KD 4.151 (4.022)] 2024-10-13 12:23:59,355 - Train: 45.08% [564000/1251000] [450.8/1000.0] [batch_t 0.223 (0.237)] [data_t 0.008] [optim_t 0.215] [lr 0.001743] [CE 4.522 (4.344)] [KD 4.105 (3.939)] 2024-10-13 12:24:11,496 - Train: 45.09% [564050/1251000] [450.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.011] [optim_t 0.227] [lr 0.001743] [CE 4.333 (4.382)] [KD 3.874 (4.003)] 2024-10-13 12:24:23,369 - Train: 45.09% [564100/1251000] [450.9/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.001743] [CE 4.546 (4.419)] [KD 3.953 (4.014)] 2024-10-13 12:24:35,018 - Train: 45.10% [564150/1251000] [451.0/1000.0] [batch_t 0.225 (0.233)] [data_t 0.010] [optim_t 0.215] [lr 0.001743] [CE 4.720 (4.340)] [KD 4.066 (4.008)] 2024-10-13 12:24:47,009 - Train: 45.10% [564200/1251000] [451.0/1000.0] [batch_t 0.219 (0.240)] [data_t 0.006] [optim_t 0.213] [lr 0.001743] [CE 4.302 (4.343)] [KD 3.924 (4.006)] 2024-10-13 12:24:57,622 - Test (net): 100.00% [50/50] [batch_t 0.314 (0.197)] [top1_cnt 36737] [top5_cnt 45841] [top_all 50000] 2024-10-13 12:24:57,623 - net: 73.474 (91.682) 2024-10-13 12:25:06,153 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.156)] [top1_cnt 38840] [top5_cnt 46860] [top_all 50000] 2024-10-13 12:25:06,153 - net_E: 77.680 (93.720) 2024-10-13 12:25:06,353 - Max [top1: 73.474 (epoch: 451)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 12:25:06,353 - ==> Total time: 1 day, 15:46:59 Eta: 2 days, 0:25:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:25:31,114 - Train: 45.10% [564250/1251000] [451.0/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.219] [lr 0.001743] [CE 3.737 (4.357)] [KD 3.696 (3.943)] 2024-10-13 12:25:43,077 - Train: 45.11% [564300/1251000] [451.1/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.001742] [CE 4.485 (4.389)] [KD 3.950 (3.971)] 2024-10-13 12:25:54,655 - Train: 45.11% [564350/1251000] [451.1/1000.0] [batch_t 0.217 (0.231)] [data_t 0.009] [optim_t 0.208] [lr 0.001742] [CE 4.679 (4.358)] [KD 4.136 (3.944)] 2024-10-13 12:26:06,264 - Train: 45.12% [564400/1251000] [451.2/1000.0] [batch_t 0.230 (0.232)] [data_t 0.011] [optim_t 0.220] [lr 0.001742] [CE 3.467 (4.295)] [KD 3.429 (3.894)] 2024-10-13 12:26:18,507 - Train: 45.12% [564450/1251000] [451.2/1000.0] [batch_t 0.224 (0.245)] [data_t 0.010] [optim_t 0.214] [lr 0.001742] [CE 4.895 (4.424)] [KD 4.255 (3.994)] 2024-10-13 12:26:30,748 - Train: 45.12% [564500/1251000] [451.2/1000.0] [batch_t 0.224 (0.245)] [data_t 0.008] [optim_t 0.216] [lr 0.001742] [CE 4.291 (4.435)] [KD 3.952 (4.050)] 2024-10-13 12:26:42,568 - Train: 45.13% [564550/1251000] [451.3/1000.0] [batch_t 0.253 (0.236)] [data_t 0.006] [optim_t 0.246] [lr 0.001741] [CE 4.432 (4.354)] [KD 4.228 (3.999)] 2024-10-13 12:26:54,112 - Train: 45.13% [564600/1251000] [451.3/1000.0] [batch_t 0.229 (0.231)] [data_t 0.007] [optim_t 0.222] [lr 0.001741] [CE 4.931 (4.375)] [KD 4.268 (3.991)] 2024-10-13 12:27:06,444 - Train: 45.14% [564650/1251000] [451.4/1000.0] [batch_t 0.565 (0.246)] [data_t 0.008] [optim_t 0.557] [lr 0.001741] [CE 4.152 (4.373)] [KD 3.993 (4.052)] 2024-10-13 12:27:18,407 - Train: 45.14% [564700/1251000] [451.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.010] [optim_t 0.229] [lr 0.001741] [CE 4.681 (4.349)] [KD 4.107 (3.989)] 2024-10-13 12:27:30,255 - Train: 45.14% [564750/1251000] [451.4/1000.0] [batch_t 0.426 (0.237)] [data_t 0.008] [optim_t 0.418] [lr 0.001741] [CE 4.588 (4.365)] [KD 3.852 (4.019)] 2024-10-13 12:27:42,094 - Train: 45.15% [564800/1251000] [451.5/1000.0] [batch_t 0.235 (0.237)] [data_t 0.008] [optim_t 0.227] [lr 0.001740] [CE 4.245 (4.332)] [KD 3.888 (3.985)] 2024-10-13 12:27:54,005 - Train: 45.15% [564850/1251000] [451.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.006] [optim_t 0.230] [lr 0.001740] [CE 4.196 (4.309)] [KD 3.915 (3.909)] 2024-10-13 12:28:06,187 - Train: 45.16% [564900/1251000] [451.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.001740] [CE 4.439 (4.386)] [KD 4.121 (4.014)] 2024-10-13 12:28:18,012 - Train: 45.16% [564950/1251000] [451.6/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.001740] [CE 4.622 (4.469)] [KD 4.159 (4.093)] 2024-10-13 12:28:29,781 - Train: 45.16% [565000/1251000] [451.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.008] [optim_t 0.220] [lr 0.001740] [CE 4.324 (4.368)] [KD 4.007 (4.022)] 2024-10-13 12:28:41,720 - Train: 45.17% [565050/1251000] [451.7/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.001740] [CE 4.126 (4.384)] [KD 3.581 (3.986)] 2024-10-13 12:28:54,312 - Train: 45.17% [565100/1251000] [451.7/1000.0] [batch_t 0.218 (0.252)] [data_t 0.009] [optim_t 0.208] [lr 0.001739] [CE 4.101 (4.365)] [KD 4.119 (4.062)] 2024-10-13 12:29:05,916 - Train: 45.18% [565150/1251000] [451.8/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.001739] [CE 4.350 (4.390)] [KD 4.130 (4.003)] 2024-10-13 12:29:17,847 - Train: 45.18% [565200/1251000] [451.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.229] [lr 0.001739] [CE 4.515 (4.316)] [KD 3.810 (3.999)] 2024-10-13 12:29:29,771 - Train: 45.18% [565250/1251000] [451.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.007] [optim_t 0.232] [lr 0.001739] [CE 4.517 (4.396)] [KD 4.034 (3.980)] 2024-10-13 12:29:42,241 - Train: 45.19% [565300/1251000] [451.9/1000.0] [batch_t 0.223 (0.249)] [data_t 0.010] [optim_t 0.213] [lr 0.001739] [CE 4.829 (4.385)] [KD 4.234 (4.018)] 2024-10-13 12:29:53,868 - Train: 45.19% [565350/1251000] [451.9/1000.0] [batch_t 0.245 (0.232)] [data_t 0.009] [optim_t 0.236] [lr 0.001738] [CE 4.362 (4.468)] [KD 4.198 (4.116)] 2024-10-13 12:30:06,013 - Train: 45.20% [565400/1251000] [452.0/1000.0] [batch_t 0.556 (0.243)] [data_t 0.010] [optim_t 0.546] [lr 0.001738] [CE 4.365 (4.384)] [KD 4.071 (4.082)] 2024-10-13 12:30:17,749 - Train: 45.20% [565450/1251000] [452.0/1000.0] [batch_t 0.215 (0.235)] [data_t 0.008] [optim_t 0.207] [lr 0.001738] [CE 4.207 (4.340)] [KD 3.978 (4.004)] 2024-10-13 12:30:26,600 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.157)] [top1_cnt 36571] [top5_cnt 45792] [top_all 50000] 2024-10-13 12:30:26,601 - net: 73.142 (91.584) 2024-10-13 12:30:35,100 - Test (net_E): 100.00% [50/50] [batch_t 0.047 (0.154)] [top1_cnt 38813] [top5_cnt 46842] [top_all 50000] 2024-10-13 12:30:35,101 - net_E: 77.626 (93.684) 2024-10-13 12:30:35,312 - Max [top1: 73.474 (epoch: 451)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 12:30:35,312 - ==> Total time: 1 day, 15:52:28 Eta: 2 days, 0:20:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:30:50,373 - Train: 45.20% [565500/1251000] [452.0/1000.0] [batch_t 0.220 (0.253)] [data_t 0.009] [optim_t 0.210] [lr 0.001738] [CE 4.502 (4.411)] [KD 4.109 (4.080)] 2024-10-13 12:31:02,970 - Train: 45.21% [565550/1251000] [452.1/1000.0] [batch_t 0.246 (0.252)] [data_t 0.009] [optim_t 0.237] [lr 0.001738] [CE 4.594 (4.387)] [KD 3.904 (3.973)] 2024-10-13 12:31:15,392 - Train: 45.21% [565600/1251000] [452.1/1000.0] [batch_t 0.248 (0.248)] [data_t 0.007] [optim_t 0.241] [lr 0.001738] [CE 4.665 (4.358)] [KD 4.172 (3.934)] 2024-10-13 12:31:27,346 - Train: 45.22% [565650/1251000] [452.2/1000.0] [batch_t 0.239 (0.239)] [data_t 0.011] [optim_t 0.228] [lr 0.001737] [CE 4.279 (4.367)] [KD 3.755 (3.978)] 2024-10-13 12:31:39,869 - Train: 45.22% [565700/1251000] [452.2/1000.0] [batch_t 0.232 (0.250)] [data_t 0.008] [optim_t 0.225] [lr 0.001737] [CE 5.270 (4.398)] [KD 4.344 (3.972)] 2024-10-13 12:31:51,866 - Train: 45.22% [565750/1251000] [452.2/1000.0] [batch_t 0.217 (0.240)] [data_t 0.007] [optim_t 0.210] [lr 0.001737] [CE 3.930 (4.396)] [KD 3.637 (3.970)] 2024-10-13 12:32:03,920 - Train: 45.23% [565800/1251000] [452.3/1000.0] [batch_t 0.228 (0.241)] [data_t 0.006] [optim_t 0.222] [lr 0.001737] [CE 4.511 (4.435)] [KD 3.974 (3.983)] 2024-10-13 12:32:15,880 - Train: 45.23% [565850/1251000] [452.3/1000.0] [batch_t 0.223 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.001737] [CE 4.320 (4.386)] [KD 3.604 (3.911)] 2024-10-13 12:32:27,748 - Train: 45.24% [565900/1251000] [452.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.006] [optim_t 0.223] [lr 0.001736] [CE 4.748 (4.322)] [KD 4.088 (3.960)] 2024-10-13 12:32:39,556 - Train: 45.24% [565950/1251000] [452.4/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.001736] [CE 4.854 (4.395)] [KD 4.096 (3.988)] 2024-10-13 12:32:51,807 - Train: 45.24% [566000/1251000] [452.4/1000.0] [batch_t 0.405 (0.245)] [data_t 0.009] [optim_t 0.395] [lr 0.001736] [CE 4.287 (4.365)] [KD 3.934 (3.958)] 2024-10-13 12:33:03,316 - Train: 45.25% [566050/1251000] [452.5/1000.0] [batch_t 0.234 (0.230)] [data_t 0.009] [optim_t 0.225] [lr 0.001736] [CE 3.960 (4.391)] [KD 3.564 (3.961)] 2024-10-13 12:33:15,351 - Train: 45.25% [566100/1251000] [452.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.001736] [CE 4.373 (4.368)] [KD 3.857 (3.994)] 2024-10-13 12:33:27,244 - Train: 45.26% [566150/1251000] [452.6/1000.0] [batch_t 0.221 (0.238)] [data_t 0.008] [optim_t 0.213] [lr 0.001736] [CE 4.948 (4.402)] [KD 4.091 (3.977)] 2024-10-13 12:33:39,921 - Train: 45.26% [566200/1251000] [452.6/1000.0] [batch_t 0.229 (0.253)] [data_t 0.009] [optim_t 0.220] [lr 0.001735] [CE 4.539 (4.398)] [KD 4.067 (3.970)] 2024-10-13 12:33:51,555 - Train: 45.26% [566250/1251000] [452.6/1000.0] [batch_t 0.225 (0.233)] [data_t 0.011] [optim_t 0.214] [lr 0.001735] [CE 3.995 (4.403)] [KD 3.697 (4.005)] 2024-10-13 12:34:03,388 - Train: 45.27% [566300/1251000] [452.7/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.001735] [CE 4.187 (4.314)] [KD 3.745 (3.997)] 2024-10-13 12:34:15,463 - Train: 45.27% [566350/1251000] [452.7/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.221] [lr 0.001735] [CE 4.028 (4.392)] [KD 4.021 (4.013)] 2024-10-13 12:34:27,848 - Train: 45.28% [566400/1251000] [452.8/1000.0] [batch_t 0.241 (0.248)] [data_t 0.006] [optim_t 0.235] [lr 0.001735] [CE 4.264 (4.360)] [KD 3.991 (3.959)] 2024-10-13 12:34:39,395 - Train: 45.28% [566450/1251000] [452.8/1000.0] [batch_t 0.228 (0.231)] [data_t 0.008] [optim_t 0.220] [lr 0.001734] [CE 4.201 (4.360)] [KD 4.002 (3.995)] 2024-10-13 12:34:51,062 - Train: 45.28% [566500/1251000] [452.8/1000.0] [batch_t 0.218 (0.233)] [data_t 0.008] [optim_t 0.211] [lr 0.001734] [CE 4.675 (4.414)] [KD 4.260 (4.036)] 2024-10-13 12:35:02,990 - Train: 45.29% [566550/1251000] [452.9/1000.0] [batch_t 0.259 (0.238)] [data_t 0.010] [optim_t 0.250] [lr 0.001734] [CE 4.307 (4.348)] [KD 4.075 (4.073)] 2024-10-13 12:35:15,191 - Train: 45.29% [566600/1251000] [452.9/1000.0] [batch_t 0.221 (0.244)] [data_t 0.009] [optim_t 0.212] [lr 0.001734] [CE 3.887 (4.385)] [KD 3.657 (3.992)] 2024-10-13 12:35:26,632 - Train: 45.30% [566650/1251000] [453.0/1000.0] [batch_t 0.222 (0.229)] [data_t 0.007] [optim_t 0.215] [lr 0.001734] [CE 4.265 (4.373)] [KD 3.758 (3.965)] 2024-10-13 12:35:38,123 - Train: 45.30% [566700/1251000] [453.0/1000.0] [batch_t 0.214 (0.230)] [data_t 0.007] [optim_t 0.207] [lr 0.001733] [CE 4.722 (4.372)] [KD 4.129 (3.957)] 2024-10-13 12:35:47,259 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.159)] [top1_cnt 36512] [top5_cnt 45696] [top_all 50000] 2024-10-13 12:35:47,260 - net: 73.024 (91.392) 2024-10-13 12:35:55,805 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.154)] [top1_cnt 38798] [top5_cnt 46857] [top_all 50000] 2024-10-13 12:35:55,806 - net_E: 77.596 (93.714) 2024-10-13 12:35:56,003 - Max [top1: 73.474 (epoch: 451)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 12:35:56,004 - ==> Total time: 1 day, 15:57:48 Eta: 2 days, 0:15:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:36:11,312 - Train: 45.30% [566750/1251000] [453.0/1000.0] [batch_t 0.232 (0.262)] [data_t 0.008] [optim_t 0.223] [lr 0.001733] [CE 4.021 (4.328)] [KD 3.717 (3.930)] 2024-10-13 12:36:23,555 - Train: 45.31% [566800/1251000] [453.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.226] [lr 0.001733] [CE 4.588 (4.389)] [KD 4.298 (3.980)] 2024-10-13 12:36:35,386 - Train: 45.31% [566850/1251000] [453.1/1000.0] [batch_t 0.241 (0.236)] [data_t 0.007] [optim_t 0.235] [lr 0.001733] [CE 4.312 (4.342)] [KD 3.764 (3.993)] 2024-10-13 12:36:47,574 - Train: 45.32% [566900/1251000] [453.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.006] [optim_t 0.230] [lr 0.001733] [CE 4.030 (4.356)] [KD 3.685 (3.953)] 2024-10-13 12:36:59,531 - Train: 45.32% [566950/1251000] [453.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.001733] [CE 4.054 (4.387)] [KD 3.848 (3.931)] 2024-10-13 12:37:11,531 - Train: 45.32% [567000/1251000] [453.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.001732] [CE 4.292 (4.366)] [KD 3.798 (3.932)] 2024-10-13 12:37:23,622 - Train: 45.33% [567050/1251000] [453.3/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.001732] [CE 4.260 (4.459)] [KD 3.931 (4.036)] 2024-10-13 12:37:36,040 - Train: 45.33% [567100/1251000] [453.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.007] [optim_t 0.231] [lr 0.001732] [CE 4.507 (4.364)] [KD 4.095 (4.004)] 2024-10-13 12:37:47,844 - Train: 45.34% [567150/1251000] [453.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.007] [optim_t 0.228] [lr 0.001732] [CE 4.546 (4.354)] [KD 4.309 (3.989)] 2024-10-13 12:38:00,461 - Train: 45.34% [567200/1251000] [453.4/1000.0] [batch_t 0.245 (0.252)] [data_t 0.006] [optim_t 0.239] [lr 0.001732] [CE 4.239 (4.393)] [KD 3.960 (4.052)] 2024-10-13 12:38:12,952 - Train: 45.34% [567250/1251000] [453.4/1000.0] [batch_t 0.244 (0.250)] [data_t 0.007] [optim_t 0.237] [lr 0.001731] [CE 4.189 (4.371)] [KD 4.082 (3.981)] 2024-10-13 12:38:24,619 - Train: 45.35% [567300/1251000] [453.5/1000.0] [batch_t 0.240 (0.233)] [data_t 0.007] [optim_t 0.232] [lr 0.001731] [CE 4.498 (4.332)] [KD 4.041 (3.985)] 2024-10-13 12:38:36,789 - Train: 45.35% [567350/1251000] [453.5/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001731] [CE 4.600 (4.348)] [KD 4.296 (3.971)] 2024-10-13 12:38:49,547 - Train: 45.36% [567400/1251000] [453.6/1000.0] [batch_t 0.228 (0.255)] [data_t 0.007] [optim_t 0.221] [lr 0.001731] [CE 4.334 (4.343)] [KD 3.967 (4.015)] 2024-10-13 12:39:01,187 - Train: 45.36% [567450/1251000] [453.6/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.001731] [CE 4.826 (4.367)] [KD 4.367 (4.037)] 2024-10-13 12:39:13,579 - Train: 45.36% [567500/1251000] [453.6/1000.0] [batch_t 0.227 (0.248)] [data_t 0.007] [optim_t 0.220] [lr 0.001731] [CE 4.503 (4.343)] [KD 4.256 (4.007)] 2024-10-13 12:39:25,516 - Train: 45.37% [567550/1251000] [453.7/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.220] [lr 0.001730] [CE 4.171 (4.431)] [KD 3.789 (4.021)] 2024-10-13 12:39:37,520 - Train: 45.37% [567600/1251000] [453.7/1000.0] [batch_t 0.220 (0.240)] [data_t 0.007] [optim_t 0.213] [lr 0.001730] [CE 4.494 (4.321)] [KD 3.909 (3.988)] 2024-10-13 12:39:49,312 - Train: 45.38% [567650/1251000] [453.8/1000.0] [batch_t 0.227 (0.236)] [data_t 0.007] [optim_t 0.220] [lr 0.001730] [CE 4.070 (4.429)] [KD 3.531 (4.059)] 2024-10-13 12:40:01,902 - Train: 45.38% [567700/1251000] [453.8/1000.0] [batch_t 0.260 (0.252)] [data_t 0.007] [optim_t 0.253] [lr 0.001730] [CE 4.259 (4.316)] [KD 3.878 (3.988)] 2024-10-13 12:40:13,723 - Train: 45.38% [567750/1251000] [453.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.001730] [CE 4.178 (4.420)] [KD 3.879 (4.075)] 2024-10-13 12:40:25,930 - Train: 45.39% [567800/1251000] [453.9/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.001729] [CE 4.110 (4.318)] [KD 3.806 (4.056)] 2024-10-13 12:40:38,232 - Train: 45.39% [567850/1251000] [453.9/1000.0] [batch_t 0.229 (0.246)] [data_t 0.007] [optim_t 0.221] [lr 0.001729] [CE 3.933 (4.363)] [KD 3.999 (3.994)] 2024-10-13 12:40:49,884 - Train: 45.40% [567900/1251000] [454.0/1000.0] [batch_t 0.246 (0.233)] [data_t 0.009] [optim_t 0.236] [lr 0.001729] [CE 4.487 (4.375)] [KD 4.190 (4.054)] 2024-10-13 12:41:01,592 - Train: 45.40% [567950/1251000] [454.0/1000.0] [batch_t 0.214 (0.234)] [data_t 0.007] [optim_t 0.207] [lr 0.001729] [CE 4.503 (4.422)] [KD 4.185 (4.021)] 2024-10-13 12:41:11,232 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 36431] [top5_cnt 45636] [top_all 50000] 2024-10-13 12:41:11,232 - net: 72.862 (91.272) 2024-10-13 12:41:20,342 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.166)] [top1_cnt 38773] [top5_cnt 46828] [top_all 50000] 2024-10-13 12:41:20,343 - net_E: 77.546 (93.656) 2024-10-13 12:41:20,549 - Max [top1: 73.474 (epoch: 451)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 12:41:20,550 - ==> Total time: 1 day, 16:03:13 Eta: 2 days, 0:10:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:41:35,961 - Train: 45.40% [568000/1251000] [454.0/1000.0] [batch_t 0.216 (0.264)] [data_t 0.009] [optim_t 0.207] [lr 0.001729] [CE 4.841 (4.390)] [KD 4.022 (3.916)] 2024-10-13 12:41:47,551 - Train: 45.41% [568050/1251000] [454.1/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.001729] [CE 4.020 (4.402)] [KD 3.736 (3.952)] 2024-10-13 12:41:59,674 - Train: 45.41% [568100/1251000] [454.1/1000.0] [batch_t 0.246 (0.242)] [data_t 0.010] [optim_t 0.236] [lr 0.001728] [CE 4.437 (4.379)] [KD 4.053 (3.966)] 2024-10-13 12:42:11,752 - Train: 45.42% [568150/1251000] [454.2/1000.0] [batch_t 0.216 (0.241)] [data_t 0.009] [optim_t 0.208] [lr 0.001728] [CE 4.212 (4.377)] [KD 4.014 (4.009)] 2024-10-13 12:42:23,389 - Train: 45.42% [568200/1251000] [454.2/1000.0] [batch_t 0.235 (0.233)] [data_t 0.007] [optim_t 0.227] [lr 0.001728] [CE 4.641 (4.377)] [KD 4.124 (3.963)] 2024-10-13 12:42:35,303 - Train: 45.42% [568250/1251000] [454.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.010] [optim_t 0.224] [lr 0.001728] [CE 4.457 (4.378)] [KD 4.095 (3.962)] 2024-10-13 12:42:47,193 - Train: 45.43% [568300/1251000] [454.3/1000.0] [batch_t 0.218 (0.238)] [data_t 0.010] [optim_t 0.208] [lr 0.001728] [CE 4.328 (4.421)] [KD 3.842 (4.052)] 2024-10-13 12:42:59,038 - Train: 45.43% [568350/1251000] [454.3/1000.0] [batch_t 0.225 (0.237)] [data_t 0.011] [optim_t 0.214] [lr 0.001727] [CE 4.200 (4.361)] [KD 4.043 (3.997)] 2024-10-13 12:43:11,192 - Train: 45.44% [568400/1251000] [454.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.227] [lr 0.001727] [CE 4.164 (4.365)] [KD 3.927 (3.960)] 2024-10-13 12:43:23,289 - Train: 45.44% [568450/1251000] [454.4/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.001727] [CE 4.262 (4.355)] [KD 4.073 (3.967)] 2024-10-13 12:43:35,122 - Train: 45.44% [568500/1251000] [454.4/1000.0] [batch_t 0.221 (0.236)] [data_t 0.008] [optim_t 0.213] [lr 0.001727] [CE 4.587 (4.422)] [KD 4.082 (4.007)] 2024-10-13 12:43:46,763 - Train: 45.45% [568550/1251000] [454.5/1000.0] [batch_t 0.231 (0.233)] [data_t 0.007] [optim_t 0.224] [lr 0.001727] [CE 4.162 (4.408)] [KD 3.918 (4.001)] 2024-10-13 12:43:58,701 - Train: 45.45% [568600/1251000] [454.5/1000.0] [batch_t 0.224 (0.239)] [data_t 0.010] [optim_t 0.213] [lr 0.001726] [CE 4.627 (4.387)] [KD 4.054 (4.001)] 2024-10-13 12:44:10,877 - Train: 45.46% [568650/1251000] [454.6/1000.0] [batch_t 0.242 (0.243)] [data_t 0.006] [optim_t 0.236] [lr 0.001726] [CE 4.464 (4.471)] [KD 3.768 (3.971)] 2024-10-13 12:44:22,737 - Train: 45.46% [568700/1251000] [454.6/1000.0] [batch_t 0.236 (0.237)] [data_t 0.010] [optim_t 0.226] [lr 0.001726] [CE 4.148 (4.335)] [KD 3.922 (3.942)] 2024-10-13 12:44:34,906 - Train: 45.46% [568750/1251000] [454.6/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.001726] [CE 4.551 (4.432)] [KD 4.186 (4.011)] 2024-10-13 12:44:46,917 - Train: 45.47% [568800/1251000] [454.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.010] [optim_t 0.222] [lr 0.001726] [CE 4.139 (4.334)] [KD 3.911 (3.994)] 2024-10-13 12:44:58,585 - Train: 45.47% [568850/1251000] [454.7/1000.0] [batch_t 0.221 (0.233)] [data_t 0.007] [optim_t 0.213] [lr 0.001726] [CE 4.146 (4.416)] [KD 3.741 (3.998)] 2024-10-13 12:45:10,810 - Train: 45.48% [568900/1251000] [454.8/1000.0] [batch_t 0.245 (0.244)] [data_t 0.007] [optim_t 0.238] [lr 0.001725] [CE 4.238 (4.355)] [KD 3.826 (3.927)] 2024-10-13 12:45:22,577 - Train: 45.48% [568950/1251000] [454.8/1000.0] [batch_t 0.226 (0.235)] [data_t 0.011] [optim_t 0.216] [lr 0.001725] [CE 4.188 (4.302)] [KD 3.881 (3.950)] 2024-10-13 12:45:34,825 - Train: 45.48% [569000/1251000] [454.8/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.001725] [CE 4.534 (4.387)] [KD 3.845 (3.953)] 2024-10-13 12:45:46,516 - Train: 45.49% [569050/1251000] [454.9/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.001725] [CE 4.275 (4.413)] [KD 3.791 (3.938)] 2024-10-13 12:45:58,053 - Train: 45.49% [569100/1251000] [454.9/1000.0] [batch_t 0.216 (0.231)] [data_t 0.010] [optim_t 0.206] [lr 0.001725] [CE 4.139 (4.373)] [KD 3.906 (3.931)] 2024-10-13 12:46:09,598 - Train: 45.50% [569150/1251000] [455.0/1000.0] [batch_t 0.237 (0.231)] [data_t 0.010] [optim_t 0.227] [lr 0.001724] [CE 4.882 (4.431)] [KD 4.289 (4.023)] 2024-10-13 12:46:20,926 - Train: 45.50% [569200/1251000] [455.0/1000.0] [batch_t 0.199 (0.226)] [data_t 0.008] [optim_t 0.191] [lr 0.001724] [CE 4.112 (4.364)] [KD 3.928 (3.951)] 2024-10-13 12:46:30,228 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.155)] [top1_cnt 36456] [top5_cnt 45736] [top_all 50000] 2024-10-13 12:46:30,229 - net: 72.912 (91.472) 2024-10-13 12:46:38,483 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.149)] [top1_cnt 38757] [top5_cnt 46821] [top_all 50000] 2024-10-13 12:46:38,483 - net_E: 77.514 (93.642) 2024-10-13 12:46:38,664 - Max [top1: 73.474 (epoch: 451)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 12:46:38,664 - ==> Total time: 1 day, 16:08:31 Eta: 2 days, 0:04:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:46:53,112 - Train: 45.50% [569250/1251000] [455.0/1000.0] [batch_t 0.222 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.001724] [CE 4.076 (4.325)] [KD 3.978 (3.925)] 2024-10-13 12:47:05,033 - Train: 45.51% [569300/1251000] [455.1/1000.0] [batch_t 0.464 (0.238)] [data_t 0.007] [optim_t 0.457] [lr 0.001724] [CE 4.179 (4.366)] [KD 3.799 (3.944)] 2024-10-13 12:47:16,768 - Train: 45.51% [569350/1251000] [455.1/1000.0] [batch_t 0.233 (0.235)] [data_t 0.008] [optim_t 0.225] [lr 0.001724] [CE 4.806 (4.419)] [KD 3.914 (3.958)] 2024-10-13 12:47:28,304 - Train: 45.52% [569400/1251000] [455.2/1000.0] [batch_t 0.234 (0.231)] [data_t 0.009] [optim_t 0.226] [lr 0.001724] [CE 3.681 (4.379)] [KD 3.474 (3.905)] 2024-10-13 12:47:40,120 - Train: 45.52% [569450/1251000] [455.2/1000.0] [batch_t 0.442 (0.236)] [data_t 0.009] [optim_t 0.432] [lr 0.001723] [CE 4.431 (4.355)] [KD 4.362 (3.985)] 2024-10-13 12:47:51,789 - Train: 45.52% [569500/1251000] [455.2/1000.0] [batch_t 0.225 (0.233)] [data_t 0.010] [optim_t 0.215] [lr 0.001723] [CE 4.381 (4.296)] [KD 4.056 (3.972)] 2024-10-13 12:48:03,253 - Train: 45.53% [569550/1251000] [455.3/1000.0] [batch_t 0.242 (0.229)] [data_t 0.010] [optim_t 0.233] [lr 0.001723] [CE 4.075 (4.358)] [KD 3.541 (3.946)] 2024-10-13 12:48:15,144 - Train: 45.53% [569600/1251000] [455.3/1000.0] [batch_t 0.226 (0.238)] [data_t 0.010] [optim_t 0.217] [lr 0.001723] [CE 4.244 (4.356)] [KD 3.835 (3.991)] 2024-10-13 12:48:26,801 - Train: 45.54% [569650/1251000] [455.4/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.001723] [CE 4.671 (4.469)] [KD 4.496 (4.030)] 2024-10-13 12:48:38,456 - Train: 45.54% [569700/1251000] [455.4/1000.0] [batch_t 0.235 (0.233)] [data_t 0.010] [optim_t 0.225] [lr 0.001722] [CE 4.427 (4.380)] [KD 3.968 (3.979)] 2024-10-13 12:48:49,958 - Train: 45.54% [569750/1251000] [455.4/1000.0] [batch_t 0.217 (0.230)] [data_t 0.010] [optim_t 0.207] [lr 0.001722] [CE 4.450 (4.371)] [KD 4.133 (3.968)] 2024-10-13 12:49:01,782 - Train: 45.55% [569800/1251000] [455.5/1000.0] [batch_t 0.242 (0.236)] [data_t 0.007] [optim_t 0.234] [lr 0.001722] [CE 4.412 (4.313)] [KD 4.044 (3.911)] 2024-10-13 12:49:13,473 - Train: 45.55% [569850/1251000] [455.5/1000.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.221] [lr 0.001722] [CE 4.083 (4.414)] [KD 3.879 (3.953)] 2024-10-13 12:49:25,162 - Train: 45.56% [569900/1251000] [455.6/1000.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.209] [lr 0.001722] [CE 4.323 (4.391)] [KD 4.185 (3.951)] 2024-10-13 12:49:36,833 - Train: 45.56% [569950/1251000] [455.6/1000.0] [batch_t 0.223 (0.233)] [data_t 0.010] [optim_t 0.214] [lr 0.001721] [CE 3.653 (4.431)] [KD 3.506 (3.976)] 2024-10-13 12:49:48,671 - Train: 45.56% [570000/1251000] [455.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.231] [lr 0.001721] [CE 4.195 (4.398)] [KD 3.803 (3.975)] 2024-10-13 12:50:00,191 - Train: 45.57% [570050/1251000] [455.7/1000.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.001721] [CE 4.204 (4.276)] [KD 3.756 (3.941)] 2024-10-13 12:50:12,321 - Train: 45.57% [570100/1251000] [455.7/1000.0] [batch_t 0.219 (0.242)] [data_t 0.008] [optim_t 0.211] [lr 0.001721] [CE 4.270 (4.348)] [KD 3.915 (3.968)] 2024-10-13 12:50:24,137 - Train: 45.58% [570150/1251000] [455.8/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001721] [CE 4.434 (4.350)] [KD 4.145 (3.960)] 2024-10-13 12:50:36,150 - Train: 45.58% [570200/1251000] [455.8/1000.0] [batch_t 0.229 (0.240)] [data_t 0.006] [optim_t 0.223] [lr 0.001721] [CE 4.553 (4.414)] [KD 3.986 (3.998)] 2024-10-13 12:50:47,960 - Train: 45.58% [570250/1251000] [455.8/1000.0] [batch_t 0.216 (0.236)] [data_t 0.007] [optim_t 0.209] [lr 0.001720] [CE 4.103 (4.394)] [KD 3.836 (3.956)] 2024-10-13 12:50:59,941 - Train: 45.59% [570300/1251000] [455.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.006] [optim_t 0.226] [lr 0.001720] [CE 4.069 (4.291)] [KD 3.878 (3.976)] 2024-10-13 12:51:11,563 - Train: 45.59% [570350/1251000] [455.9/1000.0] [batch_t 0.227 (0.232)] [data_t 0.008] [optim_t 0.219] [lr 0.001720] [CE 4.325 (4.306)] [KD 4.130 (4.024)] 2024-10-13 12:51:23,840 - Train: 45.60% [570400/1251000] [456.0/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.001720] [CE 4.288 (4.381)] [KD 4.175 (4.033)] 2024-10-13 12:51:36,153 - Train: 45.60% [570450/1251000] [456.0/1000.0] [batch_t 0.206 (0.246)] [data_t 0.007] [optim_t 0.199] [lr 0.001720] [CE 4.308 (4.358)] [KD 3.718 (3.983)] 2024-10-13 12:51:47,339 - Test (net): 100.00% [50/50] [batch_t 0.415 (0.186)] [top1_cnt 36493] [top5_cnt 45632] [top_all 50000] 2024-10-13 12:51:47,339 - net: 72.986 (91.264) 2024-10-13 12:51:57,328 - Test (net_E): 100.00% [50/50] [batch_t 0.057 (0.183)] [top1_cnt 38776] [top5_cnt 46832] [top_all 50000] 2024-10-13 12:51:57,328 - net_E: 77.552 (93.664) 2024-10-13 12:51:57,586 - Max [top1: 73.474 (epoch: 451)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 12:51:57,586 - ==> Total time: 1 day, 16:13:50 Eta: 1 day, 23:59:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:52:12,319 - Train: 45.60% [570500/1251000] [456.0/1000.0] [batch_t 0.241 (0.261)] [data_t 0.008] [optim_t 0.233] [lr 0.001719] [CE 4.084 (4.404)] [KD 3.789 (3.935)] 2024-10-13 12:52:24,179 - Train: 45.61% [570550/1251000] [456.1/1000.0] [batch_t 0.241 (0.237)] [data_t 0.008] [optim_t 0.232] [lr 0.001719] [CE 3.925 (4.346)] [KD 3.880 (3.917)] 2024-10-13 12:52:36,134 - Train: 45.61% [570600/1251000] [456.1/1000.0] [batch_t 0.228 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.001719] [CE 5.060 (4.367)] [KD 4.315 (3.988)] 2024-10-13 12:52:47,921 - Train: 45.62% [570650/1251000] [456.2/1000.0] [batch_t 0.224 (0.236)] [data_t 0.010] [optim_t 0.214] [lr 0.001719] [CE 3.976 (4.383)] [KD 3.460 (3.971)] 2024-10-13 12:52:59,536 - Train: 45.62% [570700/1251000] [456.2/1000.0] [batch_t 0.218 (0.232)] [data_t 0.008] [optim_t 0.210] [lr 0.001719] [CE 4.546 (4.423)] [KD 4.156 (3.970)] 2024-10-13 12:53:11,187 - Train: 45.62% [570750/1251000] [456.2/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.001719] [CE 4.334 (4.357)] [KD 4.017 (3.979)] 2024-10-13 12:53:22,968 - Train: 45.63% [570800/1251000] [456.3/1000.0] [batch_t 0.217 (0.235)] [data_t 0.010] [optim_t 0.208] [lr 0.001718] [CE 4.642 (4.394)] [KD 4.056 (3.955)] 2024-10-13 12:53:34,650 - Train: 45.63% [570850/1251000] [456.3/1000.0] [batch_t 0.231 (0.233)] [data_t 0.010] [optim_t 0.220] [lr 0.001718] [CE 4.200 (4.314)] [KD 3.751 (3.959)] 2024-10-13 12:53:46,770 - Train: 45.64% [570900/1251000] [456.4/1000.0] [batch_t 0.221 (0.242)] [data_t 0.007] [optim_t 0.214] [lr 0.001718] [CE 4.503 (4.430)] [KD 4.184 (4.016)] 2024-10-13 12:53:58,423 - Train: 45.64% [570950/1251000] [456.4/1000.0] [batch_t 0.250 (0.233)] [data_t 0.009] [optim_t 0.240] [lr 0.001718] [CE 4.840 (4.372)] [KD 4.117 (3.976)] 2024-10-13 12:54:10,125 - Train: 45.64% [571000/1251000] [456.4/1000.0] [batch_t 0.238 (0.234)] [data_t 0.007] [optim_t 0.231] [lr 0.001718] [CE 4.703 (4.362)] [KD 3.873 (3.969)] 2024-10-13 12:54:22,321 - Train: 45.65% [571050/1251000] [456.5/1000.0] [batch_t 0.221 (0.244)] [data_t 0.009] [optim_t 0.212] [lr 0.001717] [CE 3.919 (4.327)] [KD 3.672 (3.894)] 2024-10-13 12:54:33,961 - Train: 45.65% [571100/1251000] [456.5/1000.0] [batch_t 0.228 (0.233)] [data_t 0.011] [optim_t 0.218] [lr 0.001717] [CE 4.212 (4.423)] [KD 3.859 (3.980)] 2024-10-13 12:54:45,628 - Train: 45.66% [571150/1251000] [456.6/1000.0] [batch_t 0.236 (0.233)] [data_t 0.008] [optim_t 0.227] [lr 0.001717] [CE 4.580 (4.413)] [KD 4.251 (4.042)] 2024-10-13 12:54:57,601 - Train: 45.66% [571200/1251000] [456.6/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.001717] [CE 4.351 (4.404)] [KD 3.899 (4.000)] 2024-10-13 12:55:09,650 - Train: 45.66% [571250/1251000] [456.6/1000.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.001717] [CE 4.435 (4.401)] [KD 4.058 (3.980)] 2024-10-13 12:55:21,167 - Train: 45.67% [571300/1251000] [456.7/1000.0] [batch_t 0.234 (0.230)] [data_t 0.007] [optim_t 0.227] [lr 0.001717] [CE 4.630 (4.320)] [KD 4.208 (3.923)] 2024-10-13 12:55:33,739 - Train: 45.67% [571350/1251000] [456.7/1000.0] [batch_t 0.242 (0.251)] [data_t 0.008] [optim_t 0.234] [lr 0.001716] [CE 4.984 (4.378)] [KD 4.120 (3.972)] 2024-10-13 12:55:45,407 - Train: 45.68% [571400/1251000] [456.8/1000.0] [batch_t 0.236 (0.233)] [data_t 0.010] [optim_t 0.226] [lr 0.001716] [CE 4.659 (4.355)] [KD 4.244 (3.949)] 2024-10-13 12:55:57,558 - Train: 45.68% [571450/1251000] [456.8/1000.0] [batch_t 0.213 (0.243)] [data_t 0.009] [optim_t 0.204] [lr 0.001716] [CE 4.592 (4.287)] [KD 4.222 (3.925)] 2024-10-13 12:56:10,009 - Train: 45.68% [571500/1251000] [456.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.008] [optim_t 0.229] [lr 0.001716] [CE 4.270 (4.352)] [KD 4.061 (3.982)] 2024-10-13 12:56:21,683 - Train: 45.69% [571550/1251000] [456.9/1000.0] [batch_t 0.232 (0.233)] [data_t 0.008] [optim_t 0.224] [lr 0.001716] [CE 4.787 (4.337)] [KD 4.002 (4.000)] 2024-10-13 12:56:33,424 - Train: 45.69% [571600/1251000] [456.9/1000.0] [batch_t 0.231 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.001715] [CE 4.519 (4.358)] [KD 3.914 (3.996)] 2024-10-13 12:56:45,635 - Train: 45.70% [571650/1251000] [457.0/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.001715] [CE 4.698 (4.377)] [KD 4.301 (3.983)] 2024-10-13 12:56:57,241 - Train: 45.70% [571700/1251000] [457.0/1000.0] [batch_t 0.231 (0.232)] [data_t 0.007] [optim_t 0.224] [lr 0.001715] [CE 4.210 (4.414)] [KD 3.745 (3.997)] 2024-10-13 12:57:08,785 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.190)] [top1_cnt 36514] [top5_cnt 45725] [top_all 50000] 2024-10-13 12:57:08,786 - net: 73.028 (91.450) 2024-10-13 12:57:18,673 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.178)] [top1_cnt 38814] [top5_cnt 46829] [top_all 50000] 2024-10-13 12:57:18,674 - net_E: 77.628 (93.658) 2024-10-13 12:57:18,927 - Max [top1: 73.474 (epoch: 451)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 12:57:18,928 - ==> Total time: 1 day, 16:19:11 Eta: 1 day, 23:54:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 12:57:33,352 - Train: 45.70% [571750/1251000] [457.0/1000.0] [batch_t 0.236 (0.266)] [data_t 0.008] [optim_t 0.228] [lr 0.001715] [CE 4.519 (4.395)] [KD 4.024 (3.968)] 2024-10-13 12:57:45,184 - Train: 45.71% [571800/1251000] [457.1/1000.0] [batch_t 0.210 (0.236)] [data_t 0.007] [optim_t 0.203] [lr 0.001715] [CE 4.571 (4.373)] [KD 3.989 (3.963)] 2024-10-13 12:57:57,099 - Train: 45.71% [571850/1251000] [457.1/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.217] [lr 0.001714] [CE 4.950 (4.395)] [KD 4.251 (3.972)] 2024-10-13 12:58:08,900 - Train: 45.72% [571900/1251000] [457.2/1000.0] [batch_t 0.253 (0.236)] [data_t 0.009] [optim_t 0.243] [lr 0.001714] [CE 3.922 (4.398)] [KD 3.735 (3.967)] 2024-10-13 12:58:20,940 - Train: 45.72% [571950/1251000] [457.2/1000.0] [batch_t 0.220 (0.241)] [data_t 0.008] [optim_t 0.213] [lr 0.001714] [CE 4.218 (4.365)] [KD 3.860 (3.922)] 2024-10-13 12:58:32,551 - Train: 45.72% [572000/1251000] [457.2/1000.0] [batch_t 0.221 (0.232)] [data_t 0.007] [optim_t 0.214] [lr 0.001714] [CE 4.369 (4.317)] [KD 3.938 (3.963)] 2024-10-13 12:58:44,060 - Train: 45.73% [572050/1251000] [457.3/1000.0] [batch_t 0.226 (0.230)] [data_t 0.006] [optim_t 0.220] [lr 0.001714] [CE 4.382 (4.375)] [KD 4.057 (3.975)] 2024-10-13 12:58:55,671 - Train: 45.73% [572100/1251000] [457.3/1000.0] [batch_t 0.236 (0.232)] [data_t 0.009] [optim_t 0.227] [lr 0.001714] [CE 4.461 (4.330)] [KD 3.682 (3.946)] 2024-10-13 12:59:07,813 - Train: 45.74% [572150/1251000] [457.4/1000.0] [batch_t 0.242 (0.243)] [data_t 0.010] [optim_t 0.233] [lr 0.001713] [CE 4.298 (4.368)] [KD 3.885 (3.882)] 2024-10-13 12:59:19,656 - Train: 45.74% [572200/1251000] [457.4/1000.0] [batch_t 0.215 (0.237)] [data_t 0.006] [optim_t 0.209] [lr 0.001713] [CE 4.168 (4.371)] [KD 3.710 (3.915)] 2024-10-13 12:59:31,679 - Train: 45.74% [572250/1251000] [457.4/1000.0] [batch_t 0.229 (0.240)] [data_t 0.005] [optim_t 0.224] [lr 0.001713] [CE 4.465 (4.455)] [KD 3.911 (4.011)] 2024-10-13 12:59:44,010 - Train: 45.75% [572300/1251000] [457.5/1000.0] [batch_t 0.226 (0.246)] [data_t 0.008] [optim_t 0.218] [lr 0.001713] [CE 4.191 (4.393)] [KD 4.091 (3.994)] 2024-10-13 12:59:56,042 - Train: 45.75% [572350/1251000] [457.5/1000.0] [batch_t 0.226 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.001713] [CE 4.394 (4.376)] [KD 4.012 (3.994)] 2024-10-13 13:00:08,214 - Train: 45.76% [572400/1251000] [457.6/1000.0] [batch_t 0.219 (0.243)] [data_t 0.006] [optim_t 0.213] [lr 0.001712] [CE 4.542 (4.467)] [KD 4.194 (4.010)] 2024-10-13 13:00:20,357 - Train: 45.76% [572450/1251000] [457.6/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.001712] [CE 4.090 (4.342)] [KD 3.728 (3.969)] 2024-10-13 13:00:33,025 - Train: 45.76% [572500/1251000] [457.6/1000.0] [batch_t 0.235 (0.253)] [data_t 0.008] [optim_t 0.227] [lr 0.001712] [CE 3.818 (4.361)] [KD 3.844 (3.974)] 2024-10-13 13:00:45,291 - Train: 45.77% [572550/1251000] [457.7/1000.0] [batch_t 0.225 (0.245)] [data_t 0.010] [optim_t 0.215] [lr 0.001712] [CE 4.505 (4.452)] [KD 3.787 (4.046)] 2024-10-13 13:00:57,426 - Train: 45.77% [572600/1251000] [457.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.010] [optim_t 0.229] [lr 0.001712] [CE 4.462 (4.424)] [KD 4.075 (4.034)] 2024-10-13 13:01:09,634 - Train: 45.78% [572650/1251000] [457.8/1000.0] [batch_t 0.231 (0.244)] [data_t 0.008] [optim_t 0.223] [lr 0.001712] [CE 4.413 (4.362)] [KD 3.884 (4.009)] 2024-10-13 13:01:21,341 - Train: 45.78% [572700/1251000] [457.8/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.001711] [CE 4.193 (4.374)] [KD 3.969 (4.009)] 2024-10-13 13:01:33,560 - Train: 45.78% [572750/1251000] [457.8/1000.0] [batch_t 0.220 (0.244)] [data_t 0.010] [optim_t 0.210] [lr 0.001711] [CE 4.377 (4.334)] [KD 3.866 (3.943)] 2024-10-13 13:01:45,401 - Train: 45.79% [572800/1251000] [457.9/1000.0] [batch_t 0.218 (0.237)] [data_t 0.010] [optim_t 0.209] [lr 0.001711] [CE 4.838 (4.420)] [KD 4.145 (3.979)] 2024-10-13 13:01:57,342 - Train: 45.79% [572850/1251000] [457.9/1000.0] [batch_t 0.226 (0.239)] [data_t 0.006] [optim_t 0.220] [lr 0.001711] [CE 4.441 (4.343)] [KD 3.989 (3.909)] 2024-10-13 13:02:09,626 - Train: 45.80% [572900/1251000] [458.0/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.001711] [CE 4.860 (4.345)] [KD 3.994 (3.915)] 2024-10-13 13:02:21,949 - Train: 45.80% [572950/1251000] [458.0/1000.0] [batch_t 0.213 (0.246)] [data_t 0.007] [optim_t 0.206] [lr 0.001710] [CE 4.758 (4.454)] [KD 4.084 (3.994)] 2024-10-13 13:02:33,125 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.173)] [top1_cnt 36685] [top5_cnt 45816] [top_all 50000] 2024-10-13 13:02:33,126 - net: 73.370 (91.632) 2024-10-13 13:02:42,653 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.173)] [top1_cnt 38812] [top5_cnt 46831] [top_all 50000] 2024-10-13 13:02:42,654 - net_E: 77.624 (93.662) 2024-10-13 13:02:42,893 - Max [top1: 73.474 (epoch: 451)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:02:42,894 - ==> Total time: 1 day, 16:24:35 Eta: 1 day, 23:49:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:02:56,408 - Train: 45.80% [573000/1251000] [458.0/1000.0] [batch_t 0.246 (0.250)] [data_t 0.008] [optim_t 0.238] [lr 0.001710] [CE 4.504 (4.306)] [KD 4.178 (3.903)] 2024-10-13 13:03:08,198 - Train: 45.81% [573050/1251000] [458.1/1000.0] [batch_t 0.222 (0.236)] [data_t 0.011] [optim_t 0.211] [lr 0.001710] [CE 3.949 (4.335)] [KD 3.975 (3.989)] 2024-10-13 13:03:20,690 - Train: 45.81% [573100/1251000] [458.1/1000.0] [batch_t 0.223 (0.250)] [data_t 0.007] [optim_t 0.216] [lr 0.001710] [CE 4.571 (4.345)] [KD 4.012 (3.888)] 2024-10-13 13:03:32,673 - Train: 45.82% [573150/1251000] [458.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001710] [CE 3.923 (4.330)] [KD 3.603 (3.974)] 2024-10-13 13:03:44,659 - Train: 45.82% [573200/1251000] [458.2/1000.0] [batch_t 0.226 (0.240)] [data_t 0.010] [optim_t 0.216] [lr 0.001709] [CE 4.163 (4.363)] [KD 4.102 (3.939)] 2024-10-13 13:03:56,605 - Train: 45.82% [573250/1251000] [458.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.006] [optim_t 0.224] [lr 0.001709] [CE 4.395 (4.399)] [KD 3.808 (3.973)] 2024-10-13 13:04:08,716 - Train: 45.83% [573300/1251000] [458.3/1000.0] [batch_t 0.223 (0.242)] [data_t 0.010] [optim_t 0.213] [lr 0.001709] [CE 4.160 (4.351)] [KD 3.844 (3.870)] 2024-10-13 13:04:20,483 - Train: 45.83% [573350/1251000] [458.3/1000.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.001709] [CE 5.112 (4.361)] [KD 4.073 (3.963)] 2024-10-13 13:04:32,412 - Train: 45.84% [573400/1251000] [458.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.001709] [CE 4.300 (4.436)] [KD 3.628 (3.917)] 2024-10-13 13:04:44,227 - Train: 45.84% [573450/1251000] [458.4/1000.0] [batch_t 0.226 (0.236)] [data_t 0.007] [optim_t 0.219] [lr 0.001709] [CE 4.202 (4.391)] [KD 3.897 (3.941)] 2024-10-13 13:04:55,818 - Train: 45.84% [573500/1251000] [458.4/1000.0] [batch_t 0.235 (0.232)] [data_t 0.010] [optim_t 0.225] [lr 0.001708] [CE 4.364 (4.452)] [KD 4.061 (4.012)] 2024-10-13 13:05:08,032 - Train: 45.85% [573550/1251000] [458.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.001708] [CE 5.212 (4.402)] [KD 4.221 (3.880)] 2024-10-13 13:05:19,765 - Train: 45.85% [573600/1251000] [458.5/1000.0] [batch_t 0.240 (0.234)] [data_t 0.010] [optim_t 0.230] [lr 0.001708] [CE 4.179 (4.358)] [KD 3.808 (3.915)] 2024-10-13 13:05:31,573 - Train: 45.86% [573650/1251000] [458.6/1000.0] [batch_t 0.238 (0.236)] [data_t 0.008] [optim_t 0.230] [lr 0.001708] [CE 4.566 (4.334)] [KD 3.895 (3.914)] 2024-10-13 13:05:43,506 - Train: 45.86% [573700/1251000] [458.6/1000.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.001708] [CE 4.586 (4.370)] [KD 4.195 (3.946)] 2024-10-13 13:05:55,815 - Train: 45.86% [573750/1251000] [458.6/1000.0] [batch_t 0.217 (0.246)] [data_t 0.008] [optim_t 0.209] [lr 0.001707] [CE 4.540 (4.386)] [KD 4.319 (3.988)] 2024-10-13 13:06:07,276 - Train: 45.87% [573800/1251000] [458.7/1000.0] [batch_t 0.223 (0.229)] [data_t 0.007] [optim_t 0.216] [lr 0.001707] [CE 4.522 (4.368)] [KD 4.237 (4.019)] 2024-10-13 13:06:19,049 - Train: 45.87% [573850/1251000] [458.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.008] [optim_t 0.224] [lr 0.001707] [CE 4.177 (4.317)] [KD 3.725 (3.943)] 2024-10-13 13:06:30,963 - Train: 45.88% [573900/1251000] [458.8/1000.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.001707] [CE 4.231 (4.267)] [KD 3.864 (3.915)] 2024-10-13 13:06:42,983 - Train: 45.88% [573950/1251000] [458.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001707] [CE 4.273 (4.331)] [KD 3.759 (3.896)] 2024-10-13 13:06:54,603 - Train: 45.88% [574000/1251000] [458.8/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.001707] [CE 3.969 (4.241)] [KD 3.839 (3.936)] 2024-10-13 13:07:06,834 - Train: 45.89% [574050/1251000] [458.9/1000.0] [batch_t 0.221 (0.244)] [data_t 0.010] [optim_t 0.212] [lr 0.001706] [CE 4.327 (4.367)] [KD 4.133 (3.953)] 2024-10-13 13:07:18,709 - Train: 45.89% [574100/1251000] [458.9/1000.0] [batch_t 0.234 (0.237)] [data_t 0.007] [optim_t 0.227] [lr 0.001706] [CE 3.964 (4.364)] [KD 3.841 (3.995)] 2024-10-13 13:07:30,665 - Train: 45.90% [574150/1251000] [459.0/1000.0] [batch_t 0.248 (0.239)] [data_t 0.010] [optim_t 0.238] [lr 0.001706] [CE 4.479 (4.295)] [KD 3.703 (3.894)] 2024-10-13 13:07:42,289 - Train: 45.90% [574200/1251000] [459.0/1000.0] [batch_t 0.250 (0.232)] [data_t 0.005] [optim_t 0.244] [lr 0.001706] [CE 4.637 (4.400)] [KD 4.197 (3.988)] 2024-10-13 13:07:53,512 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.173)] [top1_cnt 36487] [top5_cnt 45768] [top_all 50000] 2024-10-13 13:07:53,513 - net: 72.974 (91.536) 2024-10-13 13:08:02,309 - Test (net_E): 100.00% [50/50] [batch_t 0.056 (0.160)] [top1_cnt 38828] [top5_cnt 46849] [top_all 50000] 2024-10-13 13:08:02,310 - net_E: 77.656 (93.698) 2024-10-13 13:08:02,548 - Max [top1: 73.474 (epoch: 451)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:08:02,549 - ==> Total time: 1 day, 16:29:55 Eta: 1 day, 23:44:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:08:18,674 - Train: 45.90% [574250/1251000] [459.0/1000.0] [batch_t 0.239 (0.252)] [data_t 0.008] [optim_t 0.231] [lr 0.001706] [CE 4.429 (4.303)] [KD 4.263 (3.972)] 2024-10-13 13:08:31,452 - Train: 45.91% [574300/1251000] [459.1/1000.0] [batch_t 0.222 (0.255)] [data_t 0.009] [optim_t 0.213] [lr 0.001705] [CE 4.685 (4.331)] [KD 4.007 (3.938)] 2024-10-13 13:08:43,522 - Train: 45.91% [574350/1251000] [459.1/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.001705] [CE 4.210 (4.352)] [KD 3.681 (3.943)] 2024-10-13 13:08:55,281 - Train: 45.92% [574400/1251000] [459.2/1000.0] [batch_t 0.226 (0.235)] [data_t 0.006] [optim_t 0.220] [lr 0.001705] [CE 4.518 (4.317)] [KD 4.016 (3.906)] 2024-10-13 13:09:07,383 - Train: 45.92% [574450/1251000] [459.2/1000.0] [batch_t 0.419 (0.242)] [data_t 0.007] [optim_t 0.412] [lr 0.001705] [CE 4.259 (4.325)] [KD 3.911 (3.918)] 2024-10-13 13:09:19,334 - Train: 45.92% [574500/1251000] [459.2/1000.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.001705] [CE 4.222 (4.359)] [KD 3.871 (3.948)] 2024-10-13 13:09:31,080 - Train: 45.93% [574550/1251000] [459.3/1000.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.235] [lr 0.001704] [CE 4.308 (4.361)] [KD 3.728 (3.943)] 2024-10-13 13:09:42,782 - Train: 45.93% [574600/1251000] [459.3/1000.0] [batch_t 0.231 (0.234)] [data_t 0.010] [optim_t 0.221] [lr 0.001704] [CE 4.607 (4.385)] [KD 4.130 (3.922)] 2024-10-13 13:09:54,535 - Train: 45.94% [574650/1251000] [459.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.008] [optim_t 0.225] [lr 0.001704] [CE 4.462 (4.328)] [KD 3.910 (3.947)] 2024-10-13 13:10:06,830 - Train: 45.94% [574700/1251000] [459.4/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.001704] [CE 4.611 (4.394)] [KD 3.992 (3.932)] 2024-10-13 13:10:18,980 - Train: 45.94% [574750/1251000] [459.4/1000.0] [batch_t 0.220 (0.243)] [data_t 0.008] [optim_t 0.212] [lr 0.001704] [CE 4.241 (4.397)] [KD 3.902 (3.959)] 2024-10-13 13:10:31,047 - Train: 45.95% [574800/1251000] [459.5/1000.0] [batch_t 0.244 (0.241)] [data_t 0.010] [optim_t 0.235] [lr 0.001704] [CE 4.486 (4.379)] [KD 3.752 (3.959)] 2024-10-13 13:10:42,902 - Train: 45.95% [574850/1251000] [459.5/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.213] [lr 0.001703] [CE 4.551 (4.354)] [KD 3.823 (3.928)] 2024-10-13 13:10:54,829 - Train: 45.96% [574900/1251000] [459.6/1000.0] [batch_t 0.228 (0.238)] [data_t 0.006] [optim_t 0.222] [lr 0.001703] [CE 4.360 (4.417)] [KD 3.753 (4.012)] 2024-10-13 13:11:07,200 - Train: 45.96% [574950/1251000] [459.6/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.001703] [CE 3.864 (4.385)] [KD 3.789 (3.948)] 2024-10-13 13:11:18,991 - Train: 45.96% [575000/1251000] [459.6/1000.0] [batch_t 0.219 (0.236)] [data_t 0.010] [optim_t 0.209] [lr 0.001703] [CE 4.840 (4.299)] [KD 4.402 (3.940)] 2024-10-13 13:11:30,861 - Train: 45.97% [575050/1251000] [459.7/1000.0] [batch_t 0.224 (0.237)] [data_t 0.010] [optim_t 0.214] [lr 0.001703] [CE 4.165 (4.355)] [KD 3.905 (4.064)] 2024-10-13 13:11:42,929 - Train: 45.97% [575100/1251000] [459.7/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.001702] [CE 4.445 (4.338)] [KD 3.868 (3.966)] 2024-10-13 13:11:54,336 - Train: 45.98% [575150/1251000] [459.8/1000.0] [batch_t 0.223 (0.228)] [data_t 0.008] [optim_t 0.215] [lr 0.001702] [CE 4.454 (4.335)] [KD 3.947 (3.943)] 2024-10-13 13:12:05,752 - Train: 45.98% [575200/1251000] [459.8/1000.0] [batch_t 0.227 (0.228)] [data_t 0.008] [optim_t 0.220] [lr 0.001702] [CE 4.283 (4.356)] [KD 4.071 (3.921)] 2024-10-13 13:12:17,852 - Train: 45.98% [575250/1251000] [459.8/1000.0] [batch_t 0.220 (0.242)] [data_t 0.007] [optim_t 0.214] [lr 0.001702] [CE 4.127 (4.351)] [KD 3.734 (3.967)] 2024-10-13 13:12:29,735 - Train: 45.99% [575300/1251000] [459.9/1000.0] [batch_t 0.222 (0.237)] [data_t 0.009] [optim_t 0.213] [lr 0.001702] [CE 4.693 (4.362)] [KD 4.165 (3.983)] 2024-10-13 13:12:41,789 - Train: 45.99% [575350/1251000] [459.9/1000.0] [batch_t 0.214 (0.241)] [data_t 0.007] [optim_t 0.207] [lr 0.001702] [CE 4.553 (4.380)] [KD 4.106 (3.986)] 2024-10-13 13:12:53,767 - Train: 46.00% [575400/1251000] [460.0/1000.0] [batch_t 0.506 (0.239)] [data_t 0.007] [optim_t 0.499] [lr 0.001701] [CE 4.322 (4.368)] [KD 4.087 (3.995)] 2024-10-13 13:13:05,496 - Train: 46.00% [575450/1251000] [460.0/1000.0] [batch_t 0.212 (0.234)] [data_t 0.007] [optim_t 0.204] [lr 0.001701] [CE 4.135 (4.392)] [KD 4.192 (3.950)] 2024-10-13 13:13:16,187 - Test (net): 100.00% [50/50] [batch_t 0.350 (0.159)] [top1_cnt 36775] [top5_cnt 45929] [top_all 50000] 2024-10-13 13:13:16,188 - net: 73.550 (91.858) 2024-10-13 13:13:24,595 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.153)] [top1_cnt 38810] [top5_cnt 46854] [top_all 50000] 2024-10-13 13:13:24,596 - net_E: 77.620 (93.708) 2024-10-13 13:13:24,794 - Max [top1: 73.550 (epoch: 460)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:13:24,795 - ==> Total time: 1 day, 16:35:17 Eta: 1 day, 23:38:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:13:47,258 - Train: 46.00% [575500/1251000] [460.0/1000.0] [batch_t 0.211 (0.248)] [data_t 0.009] [optim_t 0.202] [lr 0.001701] [CE 4.061 (4.423)] [KD 3.503 (3.905)] 2024-10-13 13:13:58,779 - Train: 46.01% [575550/1251000] [460.1/1000.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.215] [lr 0.001701] [CE 4.380 (4.325)] [KD 4.115 (3.901)] 2024-10-13 13:14:10,580 - Train: 46.01% [575600/1251000] [460.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.010] [optim_t 0.222] [lr 0.001701] [CE 4.706 (4.341)] [KD 4.313 (3.945)] 2024-10-13 13:14:22,552 - Train: 46.02% [575650/1251000] [460.2/1000.0] [batch_t 0.210 (0.239)] [data_t 0.007] [optim_t 0.204] [lr 0.001700] [CE 4.455 (4.336)] [KD 3.878 (3.880)] 2024-10-13 13:14:34,198 - Train: 46.02% [575700/1251000] [460.2/1000.0] [batch_t 0.228 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.001700] [CE 3.753 (4.320)] [KD 3.684 (3.928)] 2024-10-13 13:14:45,765 - Train: 46.02% [575750/1251000] [460.2/1000.0] [batch_t 0.228 (0.231)] [data_t 0.007] [optim_t 0.221] [lr 0.001700] [CE 4.329 (4.402)] [KD 3.821 (3.935)] 2024-10-13 13:14:57,609 - Train: 46.03% [575800/1251000] [460.3/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.219] [lr 0.001700] [CE 4.393 (4.323)] [KD 3.769 (3.904)] 2024-10-13 13:15:09,419 - Train: 46.03% [575850/1251000] [460.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.010] [optim_t 0.222] [lr 0.001700] [CE 4.634 (4.339)] [KD 3.940 (3.917)] 2024-10-13 13:15:21,111 - Train: 46.04% [575900/1251000] [460.4/1000.0] [batch_t 0.227 (0.234)] [data_t 0.010] [optim_t 0.218] [lr 0.001699] [CE 4.903 (4.387)] [KD 4.424 (3.951)] 2024-10-13 13:15:33,080 - Train: 46.04% [575950/1251000] [460.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.008] [optim_t 0.226] [lr 0.001699] [CE 4.261 (4.375)] [KD 4.118 (3.977)] 2024-10-13 13:15:45,515 - Train: 46.04% [576000/1251000] [460.4/1000.0] [batch_t 0.224 (0.249)] [data_t 0.008] [optim_t 0.217] [lr 0.001699] [CE 4.046 (4.361)] [KD 3.812 (3.950)] 2024-10-13 13:15:57,435 - Train: 46.05% [576050/1251000] [460.5/1000.0] [batch_t 0.213 (0.238)] [data_t 0.007] [optim_t 0.207] [lr 0.001699] [CE 4.571 (4.398)] [KD 3.799 (3.951)] 2024-10-13 13:16:09,381 - Train: 46.05% [576100/1251000] [460.5/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.001699] [CE 4.200 (4.388)] [KD 3.883 (3.970)] 2024-10-13 13:16:20,771 - Train: 46.06% [576150/1251000] [460.6/1000.0] [batch_t 0.223 (0.228)] [data_t 0.010] [optim_t 0.213] [lr 0.001699] [CE 4.419 (4.343)] [KD 3.842 (3.968)] 2024-10-13 13:16:32,662 - Train: 46.06% [576200/1251000] [460.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001698] [CE 4.268 (4.312)] [KD 4.138 (3.949)] 2024-10-13 13:16:45,095 - Train: 46.06% [576250/1251000] [460.6/1000.0] [batch_t 0.554 (0.248)] [data_t 0.006] [optim_t 0.548] [lr 0.001698] [CE 4.455 (4.393)] [KD 4.030 (3.972)] 2024-10-13 13:16:56,567 - Train: 46.07% [576300/1251000] [460.7/1000.0] [batch_t 0.219 (0.229)] [data_t 0.007] [optim_t 0.212] [lr 0.001698] [CE 4.364 (4.339)] [KD 4.289 (3.966)] 2024-10-13 13:17:08,287 - Train: 46.07% [576350/1251000] [460.7/1000.0] [batch_t 0.233 (0.234)] [data_t 0.010] [optim_t 0.223] [lr 0.001698] [CE 4.534 (4.358)] [KD 4.024 (3.968)] 2024-10-13 13:17:20,455 - Train: 46.08% [576400/1251000] [460.8/1000.0] [batch_t 0.215 (0.243)] [data_t 0.010] [optim_t 0.205] [lr 0.001698] [CE 4.312 (4.266)] [KD 3.798 (3.917)] 2024-10-13 13:17:32,176 - Train: 46.08% [576450/1251000] [460.8/1000.0] [batch_t 0.219 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.001697] [CE 4.403 (4.385)] [KD 3.985 (3.917)] 2024-10-13 13:17:43,974 - Train: 46.08% [576500/1251000] [460.8/1000.0] [batch_t 0.227 (0.236)] [data_t 0.008] [optim_t 0.219] [lr 0.001697] [CE 4.580 (4.399)] [KD 4.057 (4.006)] 2024-10-13 13:17:55,858 - Train: 46.09% [576550/1251000] [460.9/1000.0] [batch_t 0.401 (0.238)] [data_t 0.009] [optim_t 0.392] [lr 0.001697] [CE 4.681 (4.375)] [KD 4.168 (3.982)] 2024-10-13 13:18:07,893 - Train: 46.09% [576600/1251000] [460.9/1000.0] [batch_t 0.248 (0.240)] [data_t 0.007] [optim_t 0.241] [lr 0.001697] [CE 4.930 (4.391)] [KD 4.273 (3.961)] 2024-10-13 13:18:20,121 - Train: 46.10% [576650/1251000] [461.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.001697] [CE 4.082 (4.318)] [KD 3.935 (3.935)] 2024-10-13 13:18:31,769 - Train: 46.10% [576700/1251000] [461.0/1000.0] [batch_t 0.207 (0.233)] [data_t 0.007] [optim_t 0.200] [lr 0.001697] [CE 4.415 (4.384)] [KD 3.821 (3.987)] 2024-10-13 13:18:43,125 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 36494] [top5_cnt 45725] [top_all 50000] 2024-10-13 13:18:43,126 - net: 72.988 (91.450) 2024-10-13 13:18:51,902 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 38810] [top5_cnt 46853] [top_all 50000] 2024-10-13 13:18:51,903 - net_E: 77.620 (93.706) 2024-10-13 13:18:52,146 - Max [top1: 73.550 (epoch: 460)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:18:52,147 - ==> Total time: 1 day, 16:40:44 Eta: 1 day, 23:33:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:19:05,067 - Train: 46.10% [576750/1251000] [461.0/1000.0] [batch_t 0.226 (0.249)] [data_t 0.008] [optim_t 0.218] [lr 0.001696] [CE 4.273 (4.423)] [KD 3.632 (3.925)] 2024-10-13 13:19:17,294 - Train: 46.11% [576800/1251000] [461.1/1000.0] [batch_t 0.222 (0.244)] [data_t 0.008] [optim_t 0.215] [lr 0.001696] [CE 5.163 (4.307)] [KD 4.478 (3.908)] 2024-10-13 13:19:29,165 - Train: 46.11% [576850/1251000] [461.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.230] [lr 0.001696] [CE 4.817 (4.449)] [KD 4.320 (3.987)] 2024-10-13 13:19:41,198 - Train: 46.12% [576900/1251000] [461.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.001696] [CE 3.986 (4.367)] [KD 3.830 (3.938)] 2024-10-13 13:19:53,061 - Train: 46.12% [576950/1251000] [461.2/1000.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.214] [lr 0.001696] [CE 4.603 (4.395)] [KD 4.215 (3.968)] 2024-10-13 13:20:05,092 - Train: 46.12% [577000/1251000] [461.2/1000.0] [batch_t 0.242 (0.240)] [data_t 0.008] [optim_t 0.234] [lr 0.001695] [CE 4.159 (4.322)] [KD 3.691 (3.905)] 2024-10-13 13:20:17,079 - Train: 46.13% [577050/1251000] [461.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.011] [optim_t 0.220] [lr 0.001695] [CE 4.101 (4.366)] [KD 3.852 (3.963)] 2024-10-13 13:20:28,928 - Train: 46.13% [577100/1251000] [461.3/1000.0] [batch_t 0.239 (0.237)] [data_t 0.006] [optim_t 0.233] [lr 0.001695] [CE 4.037 (4.345)] [KD 3.897 (3.921)] 2024-10-13 13:20:40,515 - Train: 46.14% [577150/1251000] [461.4/1000.0] [batch_t 0.242 (0.232)] [data_t 0.007] [optim_t 0.235] [lr 0.001695] [CE 4.519 (4.364)] [KD 3.926 (3.944)] 2024-10-13 13:20:52,448 - Train: 46.14% [577200/1251000] [461.4/1000.0] [batch_t 0.224 (0.238)] [data_t 0.006] [optim_t 0.217] [lr 0.001695] [CE 4.141 (4.367)] [KD 3.814 (3.946)] 2024-10-13 13:21:04,094 - Train: 46.14% [577250/1251000] [461.4/1000.0] [batch_t 0.237 (0.233)] [data_t 0.006] [optim_t 0.230] [lr 0.001694] [CE 4.198 (4.320)] [KD 4.001 (3.981)] 2024-10-13 13:21:16,174 - Train: 46.15% [577300/1251000] [461.5/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.001694] [CE 4.516 (4.373)] [KD 3.990 (3.956)] 2024-10-13 13:21:27,671 - Train: 46.15% [577350/1251000] [461.5/1000.0] [batch_t 0.241 (0.230)] [data_t 0.008] [optim_t 0.233] [lr 0.001694] [CE 4.357 (4.370)] [KD 4.153 (4.003)] 2024-10-13 13:21:39,508 - Train: 46.16% [577400/1251000] [461.6/1000.0] [batch_t 0.239 (0.237)] [data_t 0.007] [optim_t 0.232] [lr 0.001694] [CE 4.435 (4.399)] [KD 3.914 (3.921)] 2024-10-13 13:21:51,567 - Train: 46.16% [577450/1251000] [461.6/1000.0] [batch_t 0.222 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.001694] [CE 4.127 (4.335)] [KD 3.912 (3.939)] 2024-10-13 13:22:03,596 - Train: 46.16% [577500/1251000] [461.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.007] [optim_t 0.233] [lr 0.001694] [CE 4.434 (4.412)] [KD 3.597 (4.023)] 2024-10-13 13:22:15,149 - Train: 46.17% [577550/1251000] [461.7/1000.0] [batch_t 0.233 (0.231)] [data_t 0.010] [optim_t 0.222] [lr 0.001693] [CE 4.392 (4.400)] [KD 3.873 (4.018)] 2024-10-13 13:22:27,053 - Train: 46.17% [577600/1251000] [461.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.001693] [CE 4.229 (4.371)] [KD 3.925 (3.947)] 2024-10-13 13:22:39,323 - Train: 46.18% [577650/1251000] [461.8/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.001693] [CE 4.419 (4.369)] [KD 4.011 (3.924)] 2024-10-13 13:22:50,985 - Train: 46.18% [577700/1251000] [461.8/1000.0] [batch_t 0.241 (0.233)] [data_t 0.007] [optim_t 0.234] [lr 0.001693] [CE 4.209 (4.395)] [KD 3.889 (3.978)] 2024-10-13 13:23:02,727 - Train: 46.18% [577750/1251000] [461.8/1000.0] [batch_t 0.223 (0.235)] [data_t 0.008] [optim_t 0.215] [lr 0.001693] [CE 4.705 (4.340)] [KD 4.233 (3.922)] 2024-10-13 13:23:14,533 - Train: 46.19% [577800/1251000] [461.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.224] [lr 0.001692] [CE 4.287 (4.404)] [KD 3.993 (3.953)] 2024-10-13 13:23:26,538 - Train: 46.19% [577850/1251000] [461.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.001692] [CE 4.854 (4.401)] [KD 4.189 (3.977)] 2024-10-13 13:23:38,625 - Train: 46.20% [577900/1251000] [462.0/1000.0] [batch_t 0.230 (0.242)] [data_t 0.006] [optim_t 0.224] [lr 0.001692] [CE 4.154 (4.334)] [KD 3.777 (3.949)] 2024-10-13 13:23:50,644 - Train: 46.20% [577950/1251000] [462.0/1000.0] [batch_t 0.209 (0.240)] [data_t 0.006] [optim_t 0.202] [lr 0.001692] [CE 4.233 (4.368)] [KD 3.942 (3.977)] 2024-10-13 13:24:02,318 - Test (net): 100.00% [50/50] [batch_t 0.211 (0.171)] [top1_cnt 36574] [top5_cnt 45763] [top_all 50000] 2024-10-13 13:24:02,318 - net: 73.148 (91.526) 2024-10-13 13:24:11,251 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 38822] [top5_cnt 46844] [top_all 50000] 2024-10-13 13:24:11,252 - net_E: 77.644 (93.688) 2024-10-13 13:24:11,464 - Max [top1: 73.550 (epoch: 460)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:24:11,464 - ==> Total time: 1 day, 16:46:04 Eta: 1 day, 23:28:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:24:24,432 - Train: 46.20% [578000/1251000] [462.0/1000.0] [batch_t 0.240 (0.256)] [data_t 0.009] [optim_t 0.231] [lr 0.001692] [CE 4.538 (4.453)] [KD 3.877 (3.930)] 2024-10-13 13:24:36,641 - Train: 46.21% [578050/1251000] [462.1/1000.0] [batch_t 0.465 (0.244)] [data_t 0.009] [optim_t 0.456] [lr 0.001692] [CE 4.471 (4.363)] [KD 4.288 (3.925)] 2024-10-13 13:24:49,051 - Train: 46.21% [578100/1251000] [462.1/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.001691] [CE 4.645 (4.325)] [KD 4.198 (3.858)] 2024-10-13 13:25:01,131 - Train: 46.22% [578150/1251000] [462.2/1000.0] [batch_t 0.241 (0.241)] [data_t 0.012] [optim_t 0.229] [lr 0.001691] [CE 4.825 (4.378)] [KD 4.104 (3.945)] 2024-10-13 13:25:13,191 - Train: 46.22% [578200/1251000] [462.2/1000.0] [batch_t 0.245 (0.241)] [data_t 0.007] [optim_t 0.239] [lr 0.001691] [CE 4.092 (4.276)] [KD 3.877 (3.867)] 2024-10-13 13:25:25,156 - Train: 46.22% [578250/1251000] [462.2/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.001691] [CE 4.267 (4.388)] [KD 4.296 (3.974)] 2024-10-13 13:25:37,233 - Train: 46.23% [578300/1251000] [462.3/1000.0] [batch_t 0.216 (0.241)] [data_t 0.008] [optim_t 0.208] [lr 0.001691] [CE 4.286 (4.392)] [KD 3.881 (3.902)] 2024-10-13 13:25:49,141 - Train: 46.23% [578350/1251000] [462.3/1000.0] [batch_t 0.216 (0.238)] [data_t 0.010] [optim_t 0.206] [lr 0.001690] [CE 4.735 (4.374)] [KD 4.212 (3.962)] 2024-10-13 13:26:01,103 - Train: 46.24% [578400/1251000] [462.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.011] [optim_t 0.223] [lr 0.001690] [CE 4.533 (4.371)] [KD 4.129 (3.961)] 2024-10-13 13:26:13,207 - Train: 46.24% [578450/1251000] [462.4/1000.0] [batch_t 0.253 (0.242)] [data_t 0.009] [optim_t 0.244] [lr 0.001690] [CE 4.459 (4.407)] [KD 4.076 (3.961)] 2024-10-13 13:26:25,218 - Train: 46.24% [578500/1251000] [462.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.001690] [CE 4.725 (4.349)] [KD 4.167 (3.934)] 2024-10-13 13:26:37,564 - Train: 46.25% [578550/1251000] [462.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.007] [optim_t 0.230] [lr 0.001690] [CE 4.496 (4.343)] [KD 4.059 (3.986)] 2024-10-13 13:26:49,528 - Train: 46.25% [578600/1251000] [462.5/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.001690] [CE 4.560 (4.349)] [KD 4.086 (3.935)] 2024-10-13 13:27:01,213 - Train: 46.25% [578650/1251000] [462.5/1000.0] [batch_t 0.221 (0.234)] [data_t 0.006] [optim_t 0.215] [lr 0.001689] [CE 4.485 (4.333)] [KD 4.051 (3.937)] 2024-10-13 13:27:13,813 - Train: 46.26% [578700/1251000] [462.6/1000.0] [batch_t 0.253 (0.252)] [data_t 0.009] [optim_t 0.244] [lr 0.001689] [CE 4.201 (4.380)] [KD 4.010 (3.929)] 2024-10-13 13:27:25,976 - Train: 46.26% [578750/1251000] [462.6/1000.0] [batch_t 0.220 (0.243)] [data_t 0.009] [optim_t 0.210] [lr 0.001689] [CE 4.054 (4.342)] [KD 3.581 (3.915)] 2024-10-13 13:27:37,888 - Train: 46.27% [578800/1251000] [462.7/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.001689] [CE 4.604 (4.397)] [KD 4.172 (3.929)] 2024-10-13 13:27:49,837 - Train: 46.27% [578850/1251000] [462.7/1000.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.001689] [CE 4.362 (4.302)] [KD 3.939 (3.871)] 2024-10-13 13:28:01,812 - Train: 46.27% [578900/1251000] [462.7/1000.0] [batch_t 0.225 (0.239)] [data_t 0.006] [optim_t 0.219] [lr 0.001688] [CE 4.117 (4.433)] [KD 3.770 (3.978)] 2024-10-13 13:28:13,734 - Train: 46.28% [578950/1251000] [462.8/1000.0] [batch_t 0.225 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.001688] [CE 4.693 (4.284)] [KD 4.172 (3.953)] 2024-10-13 13:28:25,894 - Train: 46.28% [579000/1251000] [462.8/1000.0] [batch_t 0.241 (0.243)] [data_t 0.008] [optim_t 0.233] [lr 0.001688] [CE 4.401 (4.329)] [KD 3.854 (3.986)] 2024-10-13 13:28:37,674 - Train: 46.29% [579050/1251000] [462.9/1000.0] [batch_t 0.239 (0.235)] [data_t 0.011] [optim_t 0.228] [lr 0.001688] [CE 4.590 (4.344)] [KD 4.042 (3.953)] 2024-10-13 13:28:49,749 - Train: 46.29% [579100/1251000] [462.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.007] [optim_t 0.231] [lr 0.001688] [CE 4.059 (4.360)] [KD 3.721 (3.930)] 2024-10-13 13:29:01,646 - Train: 46.29% [579150/1251000] [462.9/1000.0] [batch_t 0.242 (0.238)] [data_t 0.011] [optim_t 0.232] [lr 0.001687] [CE 4.143 (4.360)] [KD 3.815 (3.999)] 2024-10-13 13:29:13,737 - Train: 46.30% [579200/1251000] [463.0/1000.0] [batch_t 0.210 (0.242)] [data_t 0.008] [optim_t 0.202] [lr 0.001687] [CE 4.761 (4.374)] [KD 4.064 (3.993)] 2024-10-13 13:29:25,284 - Test (net): 100.00% [50/50] [batch_t 0.076 (0.167)] [top1_cnt 36500] [top5_cnt 45726] [top_all 50000] 2024-10-13 13:29:25,285 - net: 73.000 (91.452) 2024-10-13 13:29:34,360 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.166)] [top1_cnt 38803] [top5_cnt 46873] [top_all 50000] 2024-10-13 13:29:34,361 - net_E: 77.606 (93.746) 2024-10-13 13:29:34,583 - Max [top1: 73.550 (epoch: 460)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:29:34,583 - ==> Total time: 1 day, 16:51:27 Eta: 1 day, 23:23:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:29:46,918 - Train: 46.30% [579250/1251000] [463.0/1000.0] [batch_t 0.213 (0.251)] [data_t 0.010] [optim_t 0.204] [lr 0.001687] [CE 4.682 (4.398)] [KD 3.939 (4.020)] 2024-10-13 13:29:58,933 - Train: 46.31% [579300/1251000] [463.1/1000.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.001687] [CE 4.005 (4.403)] [KD 3.799 (3.935)] 2024-10-13 13:30:10,931 - Train: 46.31% [579350/1251000] [463.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001687] [CE 4.479 (4.436)] [KD 3.810 (3.997)] 2024-10-13 13:30:22,876 - Train: 46.31% [579400/1251000] [463.1/1000.0] [batch_t 0.225 (0.239)] [data_t 0.006] [optim_t 0.219] [lr 0.001687] [CE 4.317 (4.375)] [KD 3.755 (3.970)] 2024-10-13 13:30:35,018 - Train: 46.32% [579450/1251000] [463.2/1000.0] [batch_t 0.224 (0.243)] [data_t 0.007] [optim_t 0.218] [lr 0.001686] [CE 3.998 (4.443)] [KD 3.797 (4.061)] 2024-10-13 13:30:46,643 - Train: 46.32% [579500/1251000] [463.2/1000.0] [batch_t 0.218 (0.232)] [data_t 0.010] [optim_t 0.208] [lr 0.001686] [CE 5.022 (4.426)] [KD 4.373 (4.033)] 2024-10-13 13:30:58,185 - Train: 46.33% [579550/1251000] [463.3/1000.0] [batch_t 0.228 (0.231)] [data_t 0.011] [optim_t 0.218] [lr 0.001686] [CE 4.534 (4.317)] [KD 3.970 (3.874)] 2024-10-13 13:31:10,132 - Train: 46.33% [579600/1251000] [463.3/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.001686] [CE 4.955 (4.419)] [KD 4.145 (3.948)] 2024-10-13 13:31:22,483 - Train: 46.33% [579650/1251000] [463.3/1000.0] [batch_t 0.421 (0.247)] [data_t 0.006] [optim_t 0.415] [lr 0.001686] [CE 3.935 (4.280)] [KD 3.553 (3.952)] 2024-10-13 13:31:34,015 - Train: 46.34% [579700/1251000] [463.4/1000.0] [batch_t 0.232 (0.230)] [data_t 0.009] [optim_t 0.222] [lr 0.001685] [CE 4.422 (4.462)] [KD 4.070 (3.961)] 2024-10-13 13:31:46,207 - Train: 46.34% [579750/1251000] [463.4/1000.0] [batch_t 0.229 (0.244)] [data_t 0.010] [optim_t 0.219] [lr 0.001685] [CE 4.612 (4.359)] [KD 4.227 (3.969)] 2024-10-13 13:31:57,740 - Train: 46.35% [579800/1251000] [463.5/1000.0] [batch_t 0.214 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.001685] [CE 4.203 (4.324)] [KD 3.793 (3.879)] 2024-10-13 13:32:09,767 - Train: 46.35% [579850/1251000] [463.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.001685] [CE 4.225 (4.334)] [KD 3.899 (3.915)] 2024-10-13 13:32:21,870 - Train: 46.35% [579900/1251000] [463.5/1000.0] [batch_t 0.245 (0.242)] [data_t 0.008] [optim_t 0.237] [lr 0.001685] [CE 3.796 (4.313)] [KD 3.479 (3.986)] 2024-10-13 13:32:34,109 - Train: 46.36% [579950/1251000] [463.6/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.001684] [CE 4.694 (4.437)] [KD 4.070 (4.016)] 2024-10-13 13:32:46,529 - Train: 46.36% [580000/1251000] [463.6/1000.0] [batch_t 0.230 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.001684] [CE 4.592 (4.293)] [KD 4.155 (3.929)] 2024-10-13 13:32:58,412 - Train: 46.37% [580050/1251000] [463.7/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.001684] [CE 4.198 (4.335)] [KD 3.967 (3.971)] 2024-10-13 13:33:10,243 - Train: 46.37% [580100/1251000] [463.7/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.001684] [CE 4.663 (4.379)] [KD 4.084 (3.982)] 2024-10-13 13:33:21,939 - Train: 46.37% [580150/1251000] [463.7/1000.0] [batch_t 0.223 (0.234)] [data_t 0.008] [optim_t 0.214] [lr 0.001684] [CE 4.164 (4.368)] [KD 3.834 (3.970)] 2024-10-13 13:33:33,935 - Train: 46.38% [580200/1251000] [463.8/1000.0] [batch_t 0.246 (0.240)] [data_t 0.007] [optim_t 0.239] [lr 0.001684] [CE 4.398 (4.426)] [KD 4.126 (4.019)] 2024-10-13 13:33:46,413 - Train: 46.38% [580250/1251000] [463.8/1000.0] [batch_t 0.223 (0.249)] [data_t 0.008] [optim_t 0.215] [lr 0.001683] [CE 4.559 (4.324)] [KD 4.098 (3.944)] 2024-10-13 13:33:58,179 - Train: 46.39% [580300/1251000] [463.9/1000.0] [batch_t 0.223 (0.235)] [data_t 0.007] [optim_t 0.216] [lr 0.001683] [CE 3.956 (4.314)] [KD 3.907 (3.964)] 2024-10-13 13:34:10,124 - Train: 46.39% [580350/1251000] [463.9/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.236] [lr 0.001683] [CE 4.032 (4.354)] [KD 3.862 (3.978)] 2024-10-13 13:34:22,204 - Train: 46.39% [580400/1251000] [463.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.001683] [CE 4.328 (4.384)] [KD 4.146 (3.992)] 2024-10-13 13:34:34,305 - Train: 46.40% [580450/1251000] [464.0/1000.0] [batch_t 0.219 (0.242)] [data_t 0.008] [optim_t 0.211] [lr 0.001683] [CE 4.655 (4.398)] [KD 4.135 (3.960)] 2024-10-13 13:34:46,164 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 36448] [top5_cnt 45705] [top_all 50000] 2024-10-13 13:34:46,164 - net: 72.896 (91.410) 2024-10-13 13:34:54,919 - Test (net_E): 100.00% [50/50] [batch_t 0.181 (0.159)] [top1_cnt 38777] [top5_cnt 46858] [top_all 50000] 2024-10-13 13:34:54,920 - net_E: 77.554 (93.716) 2024-10-13 13:34:55,150 - Max [top1: 73.550 (epoch: 460)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:34:55,150 - ==> Total time: 1 day, 16:56:47 Eta: 1 day, 23:18:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:35:07,565 - Train: 46.40% [580500/1251000] [464.0/1000.0] [batch_t 0.245 (0.263)] [data_t 0.019] [optim_t 0.226] [lr 0.001682] [CE 4.131 (4.332)] [KD 3.674 (3.888)] 2024-10-13 13:35:20,207 - Train: 46.41% [580550/1251000] [464.1/1000.0] [batch_t 0.453 (0.253)] [data_t 0.010] [optim_t 0.443] [lr 0.001682] [CE 4.525 (4.322)] [KD 4.088 (3.916)] 2024-10-13 13:35:32,136 - Train: 46.41% [580600/1251000] [464.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.011] [optim_t 0.225] [lr 0.001682] [CE 4.582 (4.335)] [KD 4.214 (3.908)] 2024-10-13 13:35:44,181 - Train: 46.41% [580650/1251000] [464.1/1000.0] [batch_t 0.241 (0.241)] [data_t 0.012] [optim_t 0.229] [lr 0.001682] [CE 4.564 (4.290)] [KD 3.800 (3.878)] 2024-10-13 13:35:56,170 - Train: 46.42% [580700/1251000] [464.2/1000.0] [batch_t 0.218 (0.240)] [data_t 0.009] [optim_t 0.209] [lr 0.001682] [CE 4.870 (4.380)] [KD 4.214 (3.930)] 2024-10-13 13:36:08,203 - Train: 46.42% [580750/1251000] [464.2/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.001682] [CE 4.407 (4.339)] [KD 3.759 (3.918)] 2024-10-13 13:36:20,555 - Train: 46.43% [580800/1251000] [464.3/1000.0] [batch_t 0.231 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.001681] [CE 3.915 (4.372)] [KD 3.641 (3.967)] 2024-10-13 13:36:32,935 - Train: 46.43% [580850/1251000] [464.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.001681] [CE 4.258 (4.356)] [KD 4.041 (3.977)] 2024-10-13 13:36:45,143 - Train: 46.43% [580900/1251000] [464.3/1000.0] [batch_t 0.217 (0.244)] [data_t 0.009] [optim_t 0.208] [lr 0.001681] [CE 3.865 (4.407)] [KD 3.529 (3.972)] 2024-10-13 13:36:56,581 - Train: 46.44% [580950/1251000] [464.4/1000.0] [batch_t 0.231 (0.229)] [data_t 0.010] [optim_t 0.221] [lr 0.001681] [CE 4.389 (4.344)] [KD 3.886 (3.914)] 2024-10-13 13:37:08,678 - Train: 46.44% [581000/1251000] [464.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.001681] [CE 4.027 (4.435)] [KD 3.995 (3.976)] 2024-10-13 13:37:20,371 - Train: 46.45% [581050/1251000] [464.5/1000.0] [batch_t 0.243 (0.234)] [data_t 0.008] [optim_t 0.234] [lr 0.001680] [CE 3.952 (4.348)] [KD 3.529 (3.939)] 2024-10-13 13:37:31,963 - Train: 46.45% [581100/1251000] [464.5/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.224] [lr 0.001680] [CE 3.867 (4.330)] [KD 3.711 (3.859)] 2024-10-13 13:37:44,441 - Train: 46.45% [581150/1251000] [464.5/1000.0] [batch_t 0.229 (0.249)] [data_t 0.010] [optim_t 0.219] [lr 0.001680] [CE 3.975 (4.327)] [KD 3.750 (3.897)] 2024-10-13 13:37:56,656 - Train: 46.46% [581200/1251000] [464.6/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.001680] [CE 4.484 (4.297)] [KD 4.019 (3.897)] 2024-10-13 13:38:09,068 - Train: 46.46% [581250/1251000] [464.6/1000.0] [batch_t 0.230 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.001680] [CE 4.466 (4.307)] [KD 3.874 (3.872)] 2024-10-13 13:38:21,010 - Train: 46.47% [581300/1251000] [464.7/1000.0] [batch_t 0.222 (0.239)] [data_t 0.008] [optim_t 0.214] [lr 0.001679] [CE 4.733 (4.419)] [KD 4.095 (3.953)] 2024-10-13 13:38:32,711 - Train: 46.47% [581350/1251000] [464.7/1000.0] [batch_t 0.226 (0.234)] [data_t 0.010] [optim_t 0.216] [lr 0.001679] [CE 4.464 (4.340)] [KD 4.055 (3.958)] 2024-10-13 13:38:44,841 - Train: 46.47% [581400/1251000] [464.7/1000.0] [batch_t 0.227 (0.242)] [data_t 0.006] [optim_t 0.221] [lr 0.001679] [CE 4.476 (4.347)] [KD 3.954 (3.903)] 2024-10-13 13:38:57,166 - Train: 46.48% [581450/1251000] [464.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.001679] [CE 4.220 (4.355)] [KD 3.725 (3.964)] 2024-10-13 13:39:09,263 - Train: 46.48% [581500/1251000] [464.8/1000.0] [batch_t 0.252 (0.242)] [data_t 0.007] [optim_t 0.246] [lr 0.001679] [CE 4.411 (4.339)] [KD 3.934 (3.948)] 2024-10-13 13:39:21,660 - Train: 46.49% [581550/1251000] [464.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.228] [lr 0.001679] [CE 4.208 (4.257)] [KD 3.932 (3.910)] 2024-10-13 13:39:34,168 - Train: 46.49% [581600/1251000] [464.9/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.001678] [CE 4.693 (4.428)] [KD 4.197 (3.968)] 2024-10-13 13:39:46,111 - Train: 46.49% [581650/1251000] [464.9/1000.0] [batch_t 0.237 (0.239)] [data_t 0.010] [optim_t 0.227] [lr 0.001678] [CE 4.465 (4.412)] [KD 4.037 (3.963)] 2024-10-13 13:39:57,819 - Train: 46.50% [581700/1251000] [465.0/1000.0] [batch_t 0.232 (0.234)] [data_t 0.022] [optim_t 0.210] [lr 0.001678] [CE 4.108 (4.431)] [KD 3.753 (3.990)] 2024-10-13 13:40:10,292 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 36865] [top5_cnt 45805] [top_all 50000] 2024-10-13 13:40:10,293 - net: 73.730 (91.610) 2024-10-13 13:40:20,058 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.180)] [top1_cnt 38809] [top5_cnt 46843] [top_all 50000] 2024-10-13 13:40:20,059 - net_E: 77.618 (93.686) 2024-10-13 13:40:20,284 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:40:20,284 - ==> Total time: 1 day, 17:02:13 Eta: 1 day, 23:12:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:40:46,508 - Train: 46.50% [581750/1251000] [465.0/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.001678] [CE 4.321 (4.363)] [KD 3.914 (3.904)] 2024-10-13 13:40:58,633 - Train: 46.51% [581800/1251000] [465.1/1000.0] [batch_t 0.223 (0.242)] [data_t 0.010] [optim_t 0.213] [lr 0.001678] [CE 4.106 (4.367)] [KD 3.830 (3.878)] 2024-10-13 13:41:11,119 - Train: 46.51% [581850/1251000] [465.1/1000.0] [batch_t 0.258 (0.250)] [data_t 0.011] [optim_t 0.247] [lr 0.001677] [CE 4.119 (4.360)] [KD 3.642 (3.876)] 2024-10-13 13:41:23,044 - Train: 46.51% [581900/1251000] [465.1/1000.0] [batch_t 0.243 (0.238)] [data_t 0.008] [optim_t 0.234] [lr 0.001677] [CE 3.970 (4.358)] [KD 3.769 (3.939)] 2024-10-13 13:41:34,780 - Train: 46.52% [581950/1251000] [465.2/1000.0] [batch_t 0.252 (0.235)] [data_t 0.007] [optim_t 0.244] [lr 0.001677] [CE 4.334 (4.274)] [KD 3.772 (3.863)] 2024-10-13 13:41:46,891 - Train: 46.52% [582000/1251000] [465.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.001677] [CE 4.109 (4.392)] [KD 3.894 (3.964)] 2024-10-13 13:41:59,258 - Train: 46.53% [582050/1251000] [465.3/1000.0] [batch_t 0.489 (0.247)] [data_t 0.011] [optim_t 0.478] [lr 0.001677] [CE 4.482 (4.374)] [KD 3.995 (3.958)] 2024-10-13 13:42:10,874 - Train: 46.53% [582100/1251000] [465.3/1000.0] [batch_t 0.223 (0.232)] [data_t 0.010] [optim_t 0.213] [lr 0.001677] [CE 4.081 (4.359)] [KD 3.779 (3.970)] 2024-10-13 13:42:22,791 - Train: 46.53% [582150/1251000] [465.3/1000.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.001676] [CE 4.526 (4.286)] [KD 3.870 (3.870)] 2024-10-13 13:42:34,607 - Train: 46.54% [582200/1251000] [465.4/1000.0] [batch_t 0.234 (0.236)] [data_t 0.010] [optim_t 0.224] [lr 0.001676] [CE 4.623 (4.327)] [KD 4.360 (3.935)] 2024-10-13 13:42:46,745 - Train: 46.54% [582250/1251000] [465.4/1000.0] [batch_t 0.220 (0.243)] [data_t 0.010] [optim_t 0.210] [lr 0.001676] [CE 4.351 (4.407)] [KD 3.742 (3.962)] 2024-10-13 13:42:58,401 - Train: 46.55% [582300/1251000] [465.5/1000.0] [batch_t 0.220 (0.233)] [data_t 0.007] [optim_t 0.213] [lr 0.001676] [CE 4.289 (4.343)] [KD 3.952 (3.883)] 2024-10-13 13:43:10,214 - Train: 46.55% [582350/1251000] [465.5/1000.0] [batch_t 0.231 (0.236)] [data_t 0.008] [optim_t 0.223] [lr 0.001676] [CE 4.310 (4.347)] [KD 3.979 (3.924)] 2024-10-13 13:43:22,259 - Train: 46.55% [582400/1251000] [465.5/1000.0] [batch_t 0.229 (0.241)] [data_t 0.010] [optim_t 0.219] [lr 0.001675] [CE 4.088 (4.400)] [KD 3.932 (3.946)] 2024-10-13 13:43:34,939 - Train: 46.56% [582450/1251000] [465.6/1000.0] [batch_t 0.259 (0.253)] [data_t 0.010] [optim_t 0.249] [lr 0.001675] [CE 4.718 (4.302)] [KD 4.177 (3.885)] 2024-10-13 13:43:46,661 - Train: 46.56% [582500/1251000] [465.6/1000.0] [batch_t 0.250 (0.234)] [data_t 0.007] [optim_t 0.243] [lr 0.001675] [CE 4.283 (4.350)] [KD 4.041 (3.954)] 2024-10-13 13:43:58,242 - Train: 46.57% [582550/1251000] [465.7/1000.0] [batch_t 0.219 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.001675] [CE 4.309 (4.387)] [KD 4.177 (3.926)] 2024-10-13 13:44:10,240 - Train: 46.57% [582600/1251000] [465.7/1000.0] [batch_t 0.230 (0.240)] [data_t 0.010] [optim_t 0.219] [lr 0.001675] [CE 4.601 (4.429)] [KD 4.059 (3.980)] 2024-10-13 13:44:22,314 - Train: 46.57% [582650/1251000] [465.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.008] [optim_t 0.230] [lr 0.001674] [CE 4.488 (4.417)] [KD 4.106 (3.970)] 2024-10-13 13:44:34,120 - Train: 46.58% [582700/1251000] [465.8/1000.0] [batch_t 0.215 (0.236)] [data_t 0.009] [optim_t 0.206] [lr 0.001674] [CE 4.619 (4.375)] [KD 4.028 (3.962)] 2024-10-13 13:44:45,879 - Train: 46.58% [582750/1251000] [465.8/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.216] [lr 0.001674] [CE 4.471 (4.337)] [KD 3.889 (3.918)] 2024-10-13 13:44:57,994 - Train: 46.59% [582800/1251000] [465.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.010] [optim_t 0.229] [lr 0.001674] [CE 4.637 (4.402)] [KD 3.988 (3.933)] 2024-10-13 13:45:10,518 - Train: 46.59% [582850/1251000] [465.9/1000.0] [batch_t 0.230 (0.250)] [data_t 0.010] [optim_t 0.220] [lr 0.001674] [CE 3.798 (4.419)] [KD 3.787 (3.951)] 2024-10-13 13:45:22,586 - Train: 46.59% [582900/1251000] [465.9/1000.0] [batch_t 0.229 (0.241)] [data_t 0.008] [optim_t 0.221] [lr 0.001674] [CE 4.371 (4.392)] [KD 3.737 (3.994)] 2024-10-13 13:45:34,157 - Train: 46.60% [582950/1251000] [466.0/1000.0] [batch_t 0.230 (0.231)] [data_t 0.009] [optim_t 0.221] [lr 0.001673] [CE 4.329 (4.330)] [KD 3.849 (3.960)] 2024-10-13 13:45:46,434 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.161)] [top1_cnt 36709] [top5_cnt 45808] [top_all 50000] 2024-10-13 13:45:46,434 - net: 73.418 (91.616) 2024-10-13 13:45:54,928 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.155)] [top1_cnt 38821] [top5_cnt 46840] [top_all 50000] 2024-10-13 13:45:54,929 - net_E: 77.642 (93.680) 2024-10-13 13:45:55,118 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:45:55,119 - ==> Total time: 1 day, 17:07:47 Eta: 1 day, 23:07:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:46:07,089 - Train: 46.60% [583000/1251000] [466.0/1000.0] [batch_t 0.252 (0.260)] [data_t 0.010] [optim_t 0.243] [lr 0.001673] [CE 4.665 (4.422)] [KD 4.294 (3.925)] 2024-10-13 13:46:19,234 - Train: 46.61% [583050/1251000] [466.1/1000.0] [batch_t 0.223 (0.243)] [data_t 0.010] [optim_t 0.214] [lr 0.001673] [CE 3.894 (4.275)] [KD 4.039 (3.920)] 2024-10-13 13:46:31,200 - Train: 46.61% [583100/1251000] [466.1/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.001673] [CE 4.493 (4.364)] [KD 4.109 (3.937)] 2024-10-13 13:46:42,977 - Train: 46.61% [583150/1251000] [466.1/1000.0] [batch_t 0.250 (0.235)] [data_t 0.007] [optim_t 0.243] [lr 0.001673] [CE 4.440 (4.419)] [KD 3.898 (3.980)] 2024-10-13 13:46:55,151 - Train: 46.62% [583200/1251000] [466.2/1000.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.001672] [CE 4.486 (4.397)] [KD 4.191 (3.949)] 2024-10-13 13:47:06,925 - Train: 46.62% [583250/1251000] [466.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.006] [optim_t 0.227] [lr 0.001672] [CE 4.111 (4.395)] [KD 3.938 (3.968)] 2024-10-13 13:47:19,093 - Train: 46.63% [583300/1251000] [466.3/1000.0] [batch_t 0.224 (0.243)] [data_t 0.007] [optim_t 0.217] [lr 0.001672] [CE 4.392 (4.366)] [KD 4.062 (3.987)] 2024-10-13 13:47:30,536 - Train: 46.63% [583350/1251000] [466.3/1000.0] [batch_t 0.228 (0.229)] [data_t 0.010] [optim_t 0.218] [lr 0.001672] [CE 4.516 (4.341)] [KD 4.104 (3.880)] 2024-10-13 13:47:42,476 - Train: 46.63% [583400/1251000] [466.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001672] [CE 4.230 (4.324)] [KD 4.289 (3.989)] 2024-10-13 13:47:53,832 - Train: 46.64% [583450/1251000] [466.4/1000.0] [batch_t 0.223 (0.227)] [data_t 0.009] [optim_t 0.214] [lr 0.001672] [CE 4.229 (4.320)] [KD 3.611 (3.967)] 2024-10-13 13:48:05,967 - Train: 46.64% [583500/1251000] [466.4/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.001671] [CE 4.223 (4.313)] [KD 3.709 (3.943)] 2024-10-13 13:48:17,794 - Train: 46.65% [583550/1251000] [466.5/1000.0] [batch_t 0.226 (0.236)] [data_t 0.006] [optim_t 0.220] [lr 0.001671] [CE 3.794 (4.395)] [KD 3.599 (3.975)] 2024-10-13 13:48:29,949 - Train: 46.65% [583600/1251000] [466.5/1000.0] [batch_t 0.200 (0.243)] [data_t 0.007] [optim_t 0.193] [lr 0.001671] [CE 4.079 (4.344)] [KD 3.937 (3.949)] 2024-10-13 13:48:41,890 - Train: 46.65% [583650/1251000] [466.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001671] [CE 4.321 (4.310)] [KD 3.834 (3.905)] 2024-10-13 13:48:54,096 - Train: 46.66% [583700/1251000] [466.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.001671] [CE 4.192 (4.381)] [KD 3.891 (3.952)] 2024-10-13 13:49:05,534 - Train: 46.66% [583750/1251000] [466.6/1000.0] [batch_t 0.243 (0.229)] [data_t 0.010] [optim_t 0.233] [lr 0.001670] [CE 4.747 (4.323)] [KD 4.026 (3.896)] 2024-10-13 13:49:17,787 - Train: 46.67% [583800/1251000] [466.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001670] [CE 4.148 (4.332)] [KD 3.888 (3.897)] 2024-10-13 13:49:29,527 - Train: 46.67% [583850/1251000] [466.7/1000.0] [batch_t 0.231 (0.235)] [data_t 0.007] [optim_t 0.224] [lr 0.001670] [CE 4.336 (4.364)] [KD 4.082 (3.944)] 2024-10-13 13:49:41,476 - Train: 46.67% [583900/1251000] [466.7/1000.0] [batch_t 0.221 (0.239)] [data_t 0.008] [optim_t 0.213] [lr 0.001670] [CE 4.415 (4.422)] [KD 3.869 (3.964)] 2024-10-13 13:49:53,378 - Train: 46.68% [583950/1251000] [466.8/1000.0] [batch_t 0.229 (0.238)] [data_t 0.011] [optim_t 0.218] [lr 0.001670] [CE 4.369 (4.334)] [KD 3.878 (3.981)] 2024-10-13 13:50:05,320 - Train: 46.68% [584000/1251000] [466.8/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.001669] [CE 4.493 (4.446)] [KD 4.055 (4.033)] 2024-10-13 13:50:17,520 - Train: 46.69% [584050/1251000] [466.9/1000.0] [batch_t 0.219 (0.244)] [data_t 0.009] [optim_t 0.210] [lr 0.001669] [CE 4.680 (4.364)] [KD 4.003 (3.966)] 2024-10-13 13:50:29,504 - Train: 46.69% [584100/1251000] [466.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.001669] [CE 4.199 (4.382)] [KD 3.661 (3.949)] 2024-10-13 13:50:41,163 - Train: 46.69% [584150/1251000] [466.9/1000.0] [batch_t 0.227 (0.233)] [data_t 0.010] [optim_t 0.217] [lr 0.001669] [CE 4.514 (4.288)] [KD 4.153 (3.910)] 2024-10-13 13:50:53,373 - Train: 46.70% [584200/1251000] [467.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.001669] [CE 4.570 (4.314)] [KD 4.095 (3.943)] 2024-10-13 13:51:05,816 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.163)] [top1_cnt 36692] [top5_cnt 45800] [top_all 50000] 2024-10-13 13:51:05,817 - net: 73.384 (91.600) 2024-10-13 13:51:14,766 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.163)] [top1_cnt 38805] [top5_cnt 46855] [top_all 50000] 2024-10-13 13:51:14,767 - net_E: 77.610 (93.710) 2024-10-13 13:51:14,992 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:51:14,993 - ==> Total time: 1 day, 17:13:07 Eta: 1 day, 23:02:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:51:26,939 - Train: 46.70% [584250/1251000] [467.0/1000.0] [batch_t 0.212 (0.257)] [data_t 0.007] [optim_t 0.205] [lr 0.001669] [CE 4.249 (4.324)] [KD 3.940 (3.861)] 2024-10-13 13:51:38,992 - Train: 46.71% [584300/1251000] [467.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001668] [CE 3.706 (4.328)] [KD 3.285 (3.858)] 2024-10-13 13:51:50,989 - Train: 46.71% [584350/1251000] [467.1/1000.0] [batch_t 0.222 (0.240)] [data_t 0.008] [optim_t 0.214] [lr 0.001668] [CE 4.386 (4.369)] [KD 4.049 (3.866)] 2024-10-13 13:52:02,676 - Train: 46.71% [584400/1251000] [467.1/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.001668] [CE 4.439 (4.319)] [KD 4.065 (3.898)] 2024-10-13 13:52:14,430 - Train: 46.72% [584450/1251000] [467.2/1000.0] [batch_t 0.237 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.001668] [CE 3.961 (4.343)] [KD 3.704 (3.866)] 2024-10-13 13:52:26,296 - Train: 46.72% [584500/1251000] [467.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.224] [lr 0.001668] [CE 4.387 (4.359)] [KD 3.917 (3.924)] 2024-10-13 13:52:37,939 - Train: 46.73% [584550/1251000] [467.3/1000.0] [batch_t 0.214 (0.233)] [data_t 0.010] [optim_t 0.204] [lr 0.001667] [CE 4.040 (4.330)] [KD 3.753 (3.886)] 2024-10-13 13:52:49,604 - Train: 46.73% [584600/1251000] [467.3/1000.0] [batch_t 0.225 (0.233)] [data_t 0.008] [optim_t 0.217] [lr 0.001667] [CE 4.564 (4.348)] [KD 4.072 (3.875)] 2024-10-13 13:53:01,223 - Train: 46.73% [584650/1251000] [467.3/1000.0] [batch_t 0.222 (0.232)] [data_t 0.008] [optim_t 0.214] [lr 0.001667] [CE 4.216 (4.346)] [KD 3.909 (3.914)] 2024-10-13 13:53:13,226 - Train: 46.74% [584700/1251000] [467.4/1000.0] [batch_t 0.228 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.001667] [CE 3.986 (4.297)] [KD 3.790 (3.874)] 2024-10-13 13:53:25,006 - Train: 46.74% [584750/1251000] [467.4/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.001667] [CE 4.280 (4.339)] [KD 3.928 (3.930)] 2024-10-13 13:53:37,035 - Train: 46.75% [584800/1251000] [467.5/1000.0] [batch_t 0.248 (0.240)] [data_t 0.006] [optim_t 0.242] [lr 0.001667] [CE 4.788 (4.306)] [KD 4.138 (3.941)] 2024-10-13 13:53:48,911 - Train: 46.75% [584850/1251000] [467.5/1000.0] [batch_t 0.225 (0.237)] [data_t 0.007] [optim_t 0.218] [lr 0.001666] [CE 4.372 (4.359)] [KD 3.898 (3.937)] 2024-10-13 13:54:01,067 - Train: 46.75% [584900/1251000] [467.5/1000.0] [batch_t 0.223 (0.243)] [data_t 0.006] [optim_t 0.217] [lr 0.001666] [CE 4.389 (4.365)] [KD 3.863 (3.969)] 2024-10-13 13:54:13,104 - Train: 46.76% [584950/1251000] [467.6/1000.0] [batch_t 0.243 (0.241)] [data_t 0.006] [optim_t 0.237] [lr 0.001666] [CE 4.264 (4.384)] [KD 3.752 (4.003)] 2024-10-13 13:54:25,346 - Train: 46.76% [585000/1251000] [467.6/1000.0] [batch_t 0.244 (0.245)] [data_t 0.006] [optim_t 0.238] [lr 0.001666] [CE 4.084 (4.346)] [KD 3.845 (3.929)] 2024-10-13 13:54:37,113 - Train: 46.77% [585050/1251000] [467.7/1000.0] [batch_t 0.230 (0.235)] [data_t 0.010] [optim_t 0.220] [lr 0.001666] [CE 4.136 (4.294)] [KD 3.761 (3.925)] 2024-10-13 13:54:49,137 - Train: 46.77% [585100/1251000] [467.7/1000.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.001665] [CE 4.111 (4.356)] [KD 3.492 (3.929)] 2024-10-13 13:55:00,815 - Train: 46.77% [585150/1251000] [467.7/1000.0] [batch_t 0.212 (0.233)] [data_t 0.006] [optim_t 0.205] [lr 0.001665] [CE 4.004 (4.313)] [KD 3.725 (3.903)] 2024-10-13 13:55:13,104 - Train: 46.78% [585200/1251000] [467.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.001665] [CE 4.213 (4.349)] [KD 3.831 (3.921)] 2024-10-13 13:55:24,937 - Train: 46.78% [585250/1251000] [467.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.001665] [CE 4.265 (4.308)] [KD 3.700 (3.884)] 2024-10-13 13:55:37,234 - Train: 46.79% [585300/1251000] [467.9/1000.0] [batch_t 0.220 (0.246)] [data_t 0.007] [optim_t 0.213] [lr 0.001665] [CE 4.115 (4.386)] [KD 3.942 (3.986)] 2024-10-13 13:55:49,160 - Train: 46.79% [585350/1251000] [467.9/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.001664] [CE 4.790 (4.318)] [KD 4.331 (3.962)] 2024-10-13 13:56:01,105 - Train: 46.79% [585400/1251000] [467.9/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.001664] [CE 4.846 (4.393)] [KD 4.386 (4.014)] 2024-10-13 13:56:13,047 - Train: 46.80% [585450/1251000] [468.0/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.001664] [CE 4.260 (4.386)] [KD 3.942 (3.966)] 2024-10-13 13:56:25,383 - Test (net): 100.00% [50/50] [batch_t 0.058 (0.158)] [top1_cnt 36477] [top5_cnt 45719] [top_all 50000] 2024-10-13 13:56:25,383 - net: 72.954 (91.438) 2024-10-13 13:56:33,994 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 38831] [top5_cnt 46859] [top_all 50000] 2024-10-13 13:56:33,995 - net_E: 77.662 (93.718) 2024-10-13 13:56:34,214 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 13:56:34,215 - ==> Total time: 1 day, 17:18:27 Eta: 1 day, 22:57:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 13:56:45,656 - Train: 46.80% [585500/1251000] [468.0/1000.0] [batch_t 0.240 (0.253)] [data_t 0.008] [optim_t 0.232] [lr 0.001664] [CE 4.638 (4.425)] [KD 4.090 (3.967)] 2024-10-13 13:56:57,370 - Train: 46.81% [585550/1251000] [468.1/1000.0] [batch_t 0.220 (0.234)] [data_t 0.007] [optim_t 0.213] [lr 0.001664] [CE 4.267 (4.385)] [KD 3.763 (4.015)] 2024-10-13 13:57:09,890 - Train: 46.81% [585600/1251000] [468.1/1000.0] [batch_t 0.244 (0.250)] [data_t 0.010] [optim_t 0.234] [lr 0.001664] [CE 4.314 (4.304)] [KD 4.013 (3.952)] 2024-10-13 13:57:21,666 - Train: 46.81% [585650/1251000] [468.1/1000.0] [batch_t 0.221 (0.235)] [data_t 0.011] [optim_t 0.211] [lr 0.001663] [CE 4.509 (4.380)] [KD 4.075 (3.990)] 2024-10-13 13:57:33,384 - Train: 46.82% [585700/1251000] [468.2/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.001663] [CE 4.467 (4.352)] [KD 3.897 (3.956)] 2024-10-13 13:57:45,328 - Train: 46.82% [585750/1251000] [468.2/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.001663] [CE 4.690 (4.362)] [KD 4.380 (3.978)] 2024-10-13 13:57:57,651 - Train: 46.83% [585800/1251000] [468.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001663] [CE 4.556 (4.310)] [KD 4.083 (3.922)] 2024-10-13 13:58:09,589 - Train: 46.83% [585850/1251000] [468.3/1000.0] [batch_t 0.221 (0.239)] [data_t 0.007] [optim_t 0.214] [lr 0.001663] [CE 4.394 (4.375)] [KD 3.862 (3.946)] 2024-10-13 13:58:21,287 - Train: 46.83% [585900/1251000] [468.3/1000.0] [batch_t 0.219 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.001662] [CE 3.795 (4.401)] [KD 3.735 (3.934)] 2024-10-13 13:58:33,133 - Train: 46.84% [585950/1251000] [468.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.001662] [CE 4.455 (4.342)] [KD 4.039 (3.911)] 2024-10-13 13:58:45,657 - Train: 46.84% [586000/1251000] [468.4/1000.0] [batch_t 0.227 (0.250)] [data_t 0.008] [optim_t 0.219] [lr 0.001662] [CE 4.380 (4.377)] [KD 3.788 (3.906)] 2024-10-13 13:58:57,403 - Train: 46.85% [586050/1251000] [468.5/1000.0] [batch_t 0.226 (0.235)] [data_t 0.010] [optim_t 0.216] [lr 0.001662] [CE 4.444 (4.304)] [KD 3.797 (3.877)] 2024-10-13 13:59:09,465 - Train: 46.85% [586100/1251000] [468.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.001662] [CE 4.543 (4.215)] [KD 4.001 (3.837)] 2024-10-13 13:59:21,224 - Train: 46.85% [586150/1251000] [468.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.008] [optim_t 0.226] [lr 0.001662] [CE 4.029 (4.297)] [KD 3.492 (3.850)] 2024-10-13 13:59:33,485 - Train: 46.86% [586200/1251000] [468.6/1000.0] [batch_t 0.265 (0.245)] [data_t 0.008] [optim_t 0.257] [lr 0.001661] [CE 4.655 (4.346)] [KD 4.187 (3.898)] 2024-10-13 13:59:45,696 - Train: 46.86% [586250/1251000] [468.6/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.001661] [CE 4.902 (4.345)] [KD 4.160 (3.908)] 2024-10-13 13:59:57,479 - Train: 46.87% [586300/1251000] [468.7/1000.0] [batch_t 0.222 (0.235)] [data_t 0.008] [optim_t 0.214] [lr 0.001661] [CE 4.483 (4.402)] [KD 3.930 (3.894)] 2024-10-13 14:00:09,365 - Train: 46.87% [586350/1251000] [468.7/1000.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.001661] [CE 4.359 (4.396)] [KD 3.940 (3.901)] 2024-10-13 14:00:21,447 - Train: 46.87% [586400/1251000] [468.7/1000.0] [batch_t 0.228 (0.241)] [data_t 0.010] [optim_t 0.219] [lr 0.001661] [CE 3.870 (4.396)] [KD 3.673 (3.940)] 2024-10-13 14:00:33,629 - Train: 46.88% [586450/1251000] [468.8/1000.0] [batch_t 0.222 (0.243)] [data_t 0.010] [optim_t 0.212] [lr 0.001660] [CE 4.404 (4.351)] [KD 4.154 (3.896)] 2024-10-13 14:00:45,359 - Train: 46.88% [586500/1251000] [468.8/1000.0] [batch_t 0.252 (0.234)] [data_t 0.008] [optim_t 0.244] [lr 0.001660] [CE 4.327 (4.360)] [KD 3.942 (3.977)] 2024-10-13 14:00:57,002 - Train: 46.89% [586550/1251000] [468.9/1000.0] [batch_t 0.232 (0.233)] [data_t 0.007] [optim_t 0.225] [lr 0.001660] [CE 4.185 (4.357)] [KD 3.874 (3.929)] 2024-10-13 14:01:09,965 - Train: 46.89% [586600/1251000] [468.9/1000.0] [batch_t 0.234 (0.259)] [data_t 0.010] [optim_t 0.224] [lr 0.001660] [CE 4.504 (4.280)] [KD 4.149 (3.844)] 2024-10-13 14:01:22,118 - Train: 46.89% [586650/1251000] [468.9/1000.0] [batch_t 0.229 (0.243)] [data_t 0.010] [optim_t 0.219] [lr 0.001660] [CE 4.275 (4.434)] [KD 4.182 (4.029)] 2024-10-13 14:01:33,912 - Train: 46.90% [586700/1251000] [469.0/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001659] [CE 4.011 (4.464)] [KD 3.628 (3.965)] 2024-10-13 14:01:47,995 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.183)] [top1_cnt 36806] [top5_cnt 45883] [top_all 50000] 2024-10-13 14:01:47,996 - net: 73.612 (91.766) 2024-10-13 14:01:56,662 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.157)] [top1_cnt 38846] [top5_cnt 46850] [top_all 50000] 2024-10-13 14:01:56,662 - net_E: 77.692 (93.700) 2024-10-13 14:01:56,862 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 14:01:56,862 - ==> Total time: 1 day, 17:23:49 Eta: 1 day, 22:52:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:02:07,819 - Train: 46.90% [586750/1251000] [469.0/1000.0] [batch_t 0.234 (0.261)] [data_t 0.007] [optim_t 0.228] [lr 0.001659] [CE 4.179 (4.354)] [KD 3.652 (3.876)] 2024-10-13 14:02:20,222 - Train: 46.91% [586800/1251000] [469.1/1000.0] [batch_t 0.227 (0.248)] [data_t 0.008] [optim_t 0.219] [lr 0.001659] [CE 4.378 (4.357)] [KD 3.955 (3.871)] 2024-10-13 14:02:32,587 - Train: 46.91% [586850/1251000] [469.1/1000.0] [batch_t 0.459 (0.247)] [data_t 0.006] [optim_t 0.453] [lr 0.001659] [CE 3.590 (4.344)] [KD 3.385 (3.941)] 2024-10-13 14:02:44,462 - Train: 46.91% [586900/1251000] [469.1/1000.0] [batch_t 0.260 (0.237)] [data_t 0.010] [optim_t 0.250] [lr 0.001659] [CE 4.384 (4.419)] [KD 4.121 (3.926)] 2024-10-13 14:02:56,222 - Train: 46.92% [586950/1251000] [469.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001659] [CE 4.588 (4.305)] [KD 4.051 (3.938)] 2024-10-13 14:03:08,344 - Train: 46.92% [587000/1251000] [469.2/1000.0] [batch_t 0.220 (0.242)] [data_t 0.008] [optim_t 0.212] [lr 0.001658] [CE 4.344 (4.390)] [KD 3.810 (3.974)] 2024-10-13 14:03:20,324 - Train: 46.93% [587050/1251000] [469.3/1000.0] [batch_t 0.246 (0.239)] [data_t 0.008] [optim_t 0.238] [lr 0.001658] [CE 4.365 (4.346)] [KD 4.126 (3.953)] 2024-10-13 14:03:32,451 - Train: 46.93% [587100/1251000] [469.3/1000.0] [batch_t 0.221 (0.242)] [data_t 0.006] [optim_t 0.215] [lr 0.001658] [CE 4.760 (4.338)] [KD 4.142 (3.920)] 2024-10-13 14:03:45,071 - Train: 46.93% [587150/1251000] [469.3/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.001658] [CE 3.648 (4.360)] [KD 3.599 (3.923)] 2024-10-13 14:03:57,113 - Train: 46.94% [587200/1251000] [469.4/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.001658] [CE 4.271 (4.401)] [KD 3.856 (3.991)] 2024-10-13 14:04:09,115 - Train: 46.94% [587250/1251000] [469.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.001657] [CE 4.264 (4.347)] [KD 4.096 (3.959)] 2024-10-13 14:04:21,444 - Train: 46.95% [587300/1251000] [469.5/1000.0] [batch_t 0.230 (0.246)] [data_t 0.011] [optim_t 0.219] [lr 0.001657] [CE 4.919 (4.460)] [KD 3.935 (3.965)] 2024-10-13 14:04:33,575 - Train: 46.95% [587350/1251000] [469.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001657] [CE 4.074 (4.333)] [KD 3.813 (3.945)] 2024-10-13 14:04:45,926 - Train: 46.95% [587400/1251000] [469.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.006] [optim_t 0.229] [lr 0.001657] [CE 4.553 (4.355)] [KD 4.083 (3.940)] 2024-10-13 14:04:58,097 - Train: 46.96% [587450/1251000] [469.6/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.001657] [CE 4.304 (4.419)] [KD 3.879 (3.944)] 2024-10-13 14:05:10,351 - Train: 46.96% [587500/1251000] [469.6/1000.0] [batch_t 0.221 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.001656] [CE 4.502 (4.376)] [KD 4.024 (3.918)] 2024-10-13 14:05:22,015 - Train: 46.97% [587550/1251000] [469.7/1000.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.001656] [CE 3.929 (4.367)] [KD 3.771 (3.902)] 2024-10-13 14:05:34,356 - Train: 46.97% [587600/1251000] [469.7/1000.0] [batch_t 0.219 (0.247)] [data_t 0.007] [optim_t 0.212] [lr 0.001656] [CE 4.523 (4.372)] [KD 4.004 (3.897)] 2024-10-13 14:05:46,249 - Train: 46.97% [587650/1251000] [469.7/1000.0] [batch_t 0.220 (0.238)] [data_t 0.008] [optim_t 0.212] [lr 0.001656] [CE 3.898 (4.361)] [KD 3.600 (3.926)] 2024-10-13 14:05:57,927 - Train: 46.98% [587700/1251000] [469.8/1000.0] [batch_t 0.227 (0.233)] [data_t 0.007] [optim_t 0.220] [lr 0.001656] [CE 3.867 (4.333)] [KD 3.634 (3.969)] 2024-10-13 14:06:10,132 - Train: 46.98% [587750/1251000] [469.8/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.001656] [CE 5.234 (4.413)] [KD 4.414 (3.974)] 2024-10-13 14:06:22,256 - Train: 46.99% [587800/1251000] [469.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.001655] [CE 4.432 (4.399)] [KD 4.114 (3.977)] 2024-10-13 14:06:34,185 - Train: 46.99% [587850/1251000] [469.9/1000.0] [batch_t 0.272 (0.238)] [data_t 0.007] [optim_t 0.265] [lr 0.001655] [CE 3.986 (4.330)] [KD 3.799 (3.914)] 2024-10-13 14:06:46,140 - Train: 46.99% [587900/1251000] [469.9/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.001655] [CE 4.660 (4.389)] [KD 4.204 (3.923)] 2024-10-13 14:06:58,616 - Train: 47.00% [587950/1251000] [470.0/1000.0] [batch_t 0.228 (0.249)] [data_t 0.010] [optim_t 0.219] [lr 0.001655] [CE 4.058 (4.388)] [KD 3.902 (3.964)] 2024-10-13 14:07:13,098 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.193)] [top1_cnt 36567] [top5_cnt 45713] [top_all 50000] 2024-10-13 14:07:13,098 - net: 73.134 (91.426) 2024-10-13 14:07:23,678 - Test (net_E): 100.00% [50/50] [batch_t 0.046 (0.196)] [top1_cnt 38823] [top5_cnt 46837] [top_all 50000] 2024-10-13 14:07:23,681 - net_E: 77.646 (93.674) 2024-10-13 14:07:23,960 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 14:07:23,960 - ==> Total time: 1 day, 17:29:16 Eta: 1 day, 22:47:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:07:34,641 - Train: 47.00% [588000/1251000] [470.0/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.001655] [CE 4.161 (4.346)] [KD 3.448 (3.857)] 2024-10-13 14:07:46,604 - Train: 47.01% [588050/1251000] [470.1/1000.0] [batch_t 0.245 (0.239)] [data_t 0.008] [optim_t 0.236] [lr 0.001654] [CE 4.270 (4.370)] [KD 3.784 (3.855)] 2024-10-13 14:07:58,929 - Train: 47.01% [588100/1251000] [470.1/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.220] [lr 0.001654] [CE 4.461 (4.389)] [KD 4.064 (3.899)] 2024-10-13 14:08:11,014 - Train: 47.01% [588150/1251000] [470.1/1000.0] [batch_t 0.217 (0.242)] [data_t 0.009] [optim_t 0.207] [lr 0.001654] [CE 3.971 (4.407)] [KD 3.697 (3.975)] 2024-10-13 14:08:22,940 - Train: 47.02% [588200/1251000] [470.2/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.229] [lr 0.001654] [CE 3.848 (4.373)] [KD 3.803 (3.933)] 2024-10-13 14:08:35,190 - Train: 47.02% [588250/1251000] [470.2/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.001654] [CE 4.185 (4.313)] [KD 3.983 (3.887)] 2024-10-13 14:08:46,904 - Train: 47.03% [588300/1251000] [470.3/1000.0] [batch_t 0.240 (0.234)] [data_t 0.010] [optim_t 0.230] [lr 0.001654] [CE 3.846 (4.343)] [KD 3.639 (3.903)] 2024-10-13 14:08:58,410 - Train: 47.03% [588350/1251000] [470.3/1000.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.001653] [CE 4.077 (4.304)] [KD 3.904 (3.879)] 2024-10-13 14:09:10,707 - Train: 47.03% [588400/1251000] [470.3/1000.0] [batch_t 0.459 (0.246)] [data_t 0.007] [optim_t 0.452] [lr 0.001653] [CE 4.018 (4.332)] [KD 3.897 (3.887)] 2024-10-13 14:09:22,650 - Train: 47.04% [588450/1251000] [470.4/1000.0] [batch_t 0.222 (0.239)] [data_t 0.011] [optim_t 0.211] [lr 0.001653] [CE 4.260 (4.317)] [KD 3.693 (3.855)] 2024-10-13 14:09:34,633 - Train: 47.04% [588500/1251000] [470.4/1000.0] [batch_t 0.519 (0.239)] [data_t 0.006] [optim_t 0.512] [lr 0.001653] [CE 4.461 (4.372)] [KD 3.992 (3.956)] 2024-10-13 14:09:46,745 - Train: 47.05% [588550/1251000] [470.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.001653] [CE 4.343 (4.348)] [KD 3.924 (3.909)] 2024-10-13 14:09:58,440 - Train: 47.05% [588600/1251000] [470.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.011] [optim_t 0.223] [lr 0.001652] [CE 4.242 (4.415)] [KD 4.086 (3.932)] 2024-10-13 14:10:10,160 - Train: 47.05% [588650/1251000] [470.5/1000.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.001652] [CE 4.330 (4.359)] [KD 3.800 (3.924)] 2024-10-13 14:10:21,772 - Train: 47.06% [588700/1251000] [470.6/1000.0] [batch_t 0.224 (0.232)] [data_t 0.010] [optim_t 0.214] [lr 0.001652] [CE 4.970 (4.392)] [KD 4.091 (3.915)] 2024-10-13 14:10:34,238 - Train: 47.06% [588750/1251000] [470.6/1000.0] [batch_t 0.251 (0.249)] [data_t 0.009] [optim_t 0.242] [lr 0.001652] [CE 4.020 (4.398)] [KD 3.614 (3.921)] 2024-10-13 14:10:46,321 - Train: 47.07% [588800/1251000] [470.7/1000.0] [batch_t 0.222 (0.241)] [data_t 0.010] [optim_t 0.212] [lr 0.001652] [CE 4.159 (4.372)] [KD 3.838 (3.917)] 2024-10-13 14:10:57,943 - Train: 47.07% [588850/1251000] [470.7/1000.0] [batch_t 0.221 (0.232)] [data_t 0.008] [optim_t 0.213] [lr 0.001651] [CE 3.924 (4.405)] [KD 3.843 (3.975)] 2024-10-13 14:11:09,825 - Train: 47.07% [588900/1251000] [470.7/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.001651] [CE 4.575 (4.344)] [KD 4.050 (3.922)] 2024-10-13 14:11:21,948 - Train: 47.08% [588950/1251000] [470.8/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.001651] [CE 4.557 (4.387)] [KD 4.119 (3.970)] 2024-10-13 14:11:33,732 - Train: 47.08% [589000/1251000] [470.8/1000.0] [batch_t 0.222 (0.235)] [data_t 0.008] [optim_t 0.213] [lr 0.001651] [CE 4.321 (4.334)] [KD 3.891 (3.928)] 2024-10-13 14:11:46,117 - Train: 47.09% [589050/1251000] [470.9/1000.0] [batch_t 0.222 (0.248)] [data_t 0.009] [optim_t 0.214] [lr 0.001651] [CE 4.320 (4.295)] [KD 3.932 (3.916)] 2024-10-13 14:11:57,658 - Train: 47.09% [589100/1251000] [470.9/1000.0] [batch_t 0.219 (0.231)] [data_t 0.007] [optim_t 0.213] [lr 0.001651] [CE 4.777 (4.338)] [KD 4.199 (3.941)] 2024-10-13 14:12:09,554 - Train: 47.09% [589150/1251000] [470.9/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001650] [CE 4.233 (4.351)] [KD 3.801 (3.950)] 2024-10-13 14:12:21,631 - Train: 47.10% [589200/1251000] [471.0/1000.0] [batch_t 0.228 (0.241)] [data_t 0.007] [optim_t 0.220] [lr 0.001650] [CE 4.278 (4.375)] [KD 3.871 (3.949)] 2024-10-13 14:12:35,078 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 36685] [top5_cnt 45874] [top_all 50000] 2024-10-13 14:12:35,079 - net: 73.370 (91.748) 2024-10-13 14:12:44,246 - Test (net_E): 100.00% [50/50] [batch_t 0.314 (0.167)] [top1_cnt 38813] [top5_cnt 46867] [top_all 50000] 2024-10-13 14:12:44,247 - net_E: 77.626 (93.734) 2024-10-13 14:12:44,447 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 14:12:44,448 - ==> Total time: 1 day, 17:34:37 Eta: 1 day, 22:41:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:12:54,857 - Train: 47.10% [589250/1251000] [471.0/1000.0] [batch_t 0.251 (0.266)] [data_t 0.007] [optim_t 0.244] [lr 0.001650] [CE 4.631 (4.276)] [KD 4.085 (3.851)] 2024-10-13 14:13:06,756 - Train: 47.11% [589300/1251000] [471.1/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.001650] [CE 4.569 (4.379)] [KD 4.102 (3.917)] 2024-10-13 14:13:18,854 - Train: 47.11% [589350/1251000] [471.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001650] [CE 4.138 (4.321)] [KD 3.712 (3.827)] 2024-10-13 14:13:30,628 - Train: 47.11% [589400/1251000] [471.1/1000.0] [batch_t 0.219 (0.235)] [data_t 0.008] [optim_t 0.211] [lr 0.001649] [CE 4.128 (4.399)] [KD 3.710 (3.920)] 2024-10-13 14:13:42,917 - Train: 47.12% [589450/1251000] [471.2/1000.0] [batch_t 0.390 (0.246)] [data_t 0.008] [optim_t 0.382] [lr 0.001649] [CE 4.377 (4.306)] [KD 3.792 (3.894)] 2024-10-13 14:13:54,539 - Train: 47.12% [589500/1251000] [471.2/1000.0] [batch_t 0.219 (0.232)] [data_t 0.010] [optim_t 0.209] [lr 0.001649] [CE 3.745 (4.315)] [KD 3.765 (3.924)] 2024-10-13 14:14:06,506 - Train: 47.13% [589550/1251000] [471.3/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.001649] [CE 4.390 (4.311)] [KD 3.830 (3.805)] 2024-10-13 14:14:18,566 - Train: 47.13% [589600/1251000] [471.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.001649] [CE 4.623 (4.402)] [KD 4.106 (3.957)] 2024-10-13 14:14:30,641 - Train: 47.13% [589650/1251000] [471.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.001649] [CE 4.352 (4.319)] [KD 3.700 (3.804)] 2024-10-13 14:14:42,616 - Train: 47.14% [589700/1251000] [471.4/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.001648] [CE 4.362 (4.313)] [KD 3.844 (3.889)] 2024-10-13 14:14:54,568 - Train: 47.14% [589750/1251000] [471.4/1000.0] [batch_t 0.225 (0.239)] [data_t 0.007] [optim_t 0.218] [lr 0.001648] [CE 4.632 (4.385)] [KD 4.005 (3.916)] 2024-10-13 14:15:06,489 - Train: 47.15% [589800/1251000] [471.5/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.001648] [CE 3.757 (4.352)] [KD 3.837 (3.963)] 2024-10-13 14:15:18,479 - Train: 47.15% [589850/1251000] [471.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.010] [optim_t 0.223] [lr 0.001648] [CE 4.111 (4.341)] [KD 3.647 (3.885)] 2024-10-13 14:15:30,090 - Train: 47.15% [589900/1251000] [471.5/1000.0] [batch_t 0.216 (0.232)] [data_t 0.007] [optim_t 0.209] [lr 0.001648] [CE 4.871 (4.408)] [KD 3.934 (3.913)] 2024-10-13 14:15:42,404 - Train: 47.16% [589950/1251000] [471.6/1000.0] [batch_t 0.228 (0.246)] [data_t 0.008] [optim_t 0.219] [lr 0.001647] [CE 4.673 (4.387)] [KD 4.092 (3.929)] 2024-10-13 14:15:54,256 - Train: 47.16% [590000/1251000] [471.6/1000.0] [batch_t 0.249 (0.237)] [data_t 0.008] [optim_t 0.241] [lr 0.001647] [CE 4.253 (4.411)] [KD 4.193 (3.998)] 2024-10-13 14:16:06,012 - Train: 47.17% [590050/1251000] [471.7/1000.0] [batch_t 0.245 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.001647] [CE 4.739 (4.357)] [KD 4.254 (3.950)] 2024-10-13 14:16:18,319 - Train: 47.17% [590100/1251000] [471.7/1000.0] [batch_t 0.233 (0.246)] [data_t 0.010] [optim_t 0.223] [lr 0.001647] [CE 4.002 (4.356)] [KD 3.616 (3.890)] 2024-10-13 14:16:30,613 - Train: 47.17% [590150/1251000] [471.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.001647] [CE 4.631 (4.335)] [KD 4.061 (3.957)] 2024-10-13 14:16:42,303 - Train: 47.18% [590200/1251000] [471.8/1000.0] [batch_t 0.235 (0.234)] [data_t 0.010] [optim_t 0.225] [lr 0.001646] [CE 4.408 (4.309)] [KD 3.799 (3.927)] 2024-10-13 14:16:54,365 - Train: 47.18% [590250/1251000] [471.8/1000.0] [batch_t 0.225 (0.241)] [data_t 0.010] [optim_t 0.215] [lr 0.001646] [CE 4.615 (4.380)] [KD 3.810 (3.902)] 2024-10-13 14:17:06,261 - Train: 47.19% [590300/1251000] [471.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.001646] [CE 4.709 (4.332)] [KD 4.012 (3.942)] 2024-10-13 14:17:18,172 - Train: 47.19% [590350/1251000] [471.9/1000.0] [batch_t 0.224 (0.238)] [data_t 0.007] [optim_t 0.217] [lr 0.001646] [CE 4.613 (4.407)] [KD 4.135 (3.983)] 2024-10-13 14:17:30,363 - Train: 47.19% [590400/1251000] [471.9/1000.0] [batch_t 0.219 (0.244)] [data_t 0.008] [optim_t 0.211] [lr 0.001646] [CE 4.204 (4.323)] [KD 4.065 (3.908)] 2024-10-13 14:17:42,010 - Train: 47.20% [590450/1251000] [472.0/1000.0] [batch_t 0.228 (0.233)] [data_t 0.008] [optim_t 0.220] [lr 0.001646] [CE 4.327 (4.390)] [KD 3.907 (3.978)] 2024-10-13 14:17:55,291 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 36812] [top5_cnt 45896] [top_all 50000] 2024-10-13 14:17:55,292 - net: 73.624 (91.792) 2024-10-13 14:18:04,053 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.159)] [top1_cnt 38851] [top5_cnt 46858] [top_all 50000] 2024-10-13 14:18:04,054 - net_E: 77.702 (93.716) 2024-10-13 14:18:04,259 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 14:18:04,262 - ==> Total time: 1 day, 17:39:57 Eta: 1 day, 22:36:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:18:15,934 - Train: 47.20% [590500/1251000] [472.0/1000.0] [batch_t 0.241 (0.278)] [data_t 0.007] [optim_t 0.234] [lr 0.001645] [CE 4.290 (4.280)] [KD 4.048 (3.881)] 2024-10-13 14:18:27,901 - Train: 47.21% [590550/1251000] [472.1/1000.0] [batch_t 0.228 (0.239)] [data_t 0.006] [optim_t 0.222] [lr 0.001645] [CE 4.867 (4.366)] [KD 4.070 (3.898)] 2024-10-13 14:18:39,934 - Train: 47.21% [590600/1251000] [472.1/1000.0] [batch_t 0.493 (0.240)] [data_t 0.010] [optim_t 0.483] [lr 0.001645] [CE 3.822 (4.344)] [KD 3.645 (3.863)] 2024-10-13 14:18:51,822 - Train: 47.21% [590650/1251000] [472.1/1000.0] [batch_t 0.218 (0.238)] [data_t 0.007] [optim_t 0.210] [lr 0.001645] [CE 4.332 (4.311)] [KD 3.729 (3.896)] 2024-10-13 14:19:03,647 - Train: 47.22% [590700/1251000] [472.2/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.001645] [CE 3.923 (4.341)] [KD 3.685 (3.897)] 2024-10-13 14:19:15,329 - Train: 47.22% [590750/1251000] [472.2/1000.0] [batch_t 0.241 (0.233)] [data_t 0.009] [optim_t 0.232] [lr 0.001644] [CE 4.919 (4.357)] [KD 4.187 (3.865)] 2024-10-13 14:19:27,403 - Train: 47.23% [590800/1251000] [472.3/1000.0] [batch_t 0.224 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.001644] [CE 3.815 (4.332)] [KD 3.775 (3.927)] 2024-10-13 14:19:39,526 - Train: 47.23% [590850/1251000] [472.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.001644] [CE 4.072 (4.343)] [KD 3.710 (3.930)] 2024-10-13 14:19:51,558 - Train: 47.23% [590900/1251000] [472.3/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.219] [lr 0.001644] [CE 4.277 (4.300)] [KD 4.014 (3.959)] 2024-10-13 14:20:03,133 - Train: 47.24% [590950/1251000] [472.4/1000.0] [batch_t 0.226 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.001644] [CE 4.562 (4.430)] [KD 4.060 (3.950)] 2024-10-13 14:20:15,257 - Train: 47.24% [591000/1251000] [472.4/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001644] [CE 4.416 (4.315)] [KD 4.000 (3.948)] 2024-10-13 14:20:26,827 - Train: 47.25% [591050/1251000] [472.5/1000.0] [batch_t 0.258 (0.231)] [data_t 0.007] [optim_t 0.252] [lr 0.001643] [CE 3.788 (4.419)] [KD 3.520 (3.930)] 2024-10-13 14:20:38,498 - Train: 47.25% [591100/1251000] [472.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.008] [optim_t 0.225] [lr 0.001643] [CE 4.179 (4.357)] [KD 3.948 (3.932)] 2024-10-13 14:20:50,714 - Train: 47.25% [591150/1251000] [472.5/1000.0] [batch_t 0.211 (0.244)] [data_t 0.009] [optim_t 0.203] [lr 0.001643] [CE 3.956 (4.351)] [KD 3.623 (3.940)] 2024-10-13 14:21:02,460 - Train: 47.26% [591200/1251000] [472.6/1000.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.001643] [CE 4.120 (4.295)] [KD 3.775 (3.875)] 2024-10-13 14:21:15,036 - Train: 47.26% [591250/1251000] [472.6/1000.0] [batch_t 0.413 (0.251)] [data_t 0.008] [optim_t 0.405] [lr 0.001643] [CE 4.361 (4.414)] [KD 4.035 (3.931)] 2024-10-13 14:21:27,224 - Train: 47.27% [591300/1251000] [472.7/1000.0] [batch_t 0.524 (0.244)] [data_t 0.007] [optim_t 0.517] [lr 0.001642] [CE 3.829 (4.306)] [KD 3.973 (3.834)] 2024-10-13 14:21:38,984 - Train: 47.27% [591350/1251000] [472.7/1000.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.001642] [CE 4.819 (4.361)] [KD 4.155 (3.895)] 2024-10-13 14:21:51,201 - Train: 47.27% [591400/1251000] [472.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.001642] [CE 4.469 (4.346)] [KD 4.056 (3.964)] 2024-10-13 14:22:03,513 - Train: 47.28% [591450/1251000] [472.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001642] [CE 4.509 (4.390)] [KD 3.847 (3.936)] 2024-10-13 14:22:15,677 - Train: 47.28% [591500/1251000] [472.8/1000.0] [batch_t 0.222 (0.243)] [data_t 0.006] [optim_t 0.215] [lr 0.001642] [CE 4.482 (4.369)] [KD 3.797 (3.935)] 2024-10-13 14:22:27,514 - Train: 47.29% [591550/1251000] [472.9/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.001641] [CE 4.251 (4.363)] [KD 3.987 (3.887)] 2024-10-13 14:22:39,180 - Train: 47.29% [591600/1251000] [472.9/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.001641] [CE 4.882 (4.307)] [KD 4.379 (3.904)] 2024-10-13 14:22:51,049 - Train: 47.29% [591650/1251000] [472.9/1000.0] [batch_t 0.224 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.001641] [CE 3.928 (4.407)] [KD 3.621 (3.899)] 2024-10-13 14:23:02,642 - Train: 47.30% [591700/1251000] [473.0/1000.0] [batch_t 0.229 (0.232)] [data_t 0.007] [optim_t 0.223] [lr 0.001641] [CE 4.597 (4.387)] [KD 4.030 (3.880)] 2024-10-13 14:23:16,285 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.159)] [top1_cnt 36725] [top5_cnt 45797] [top_all 50000] 2024-10-13 14:23:16,285 - net: 73.450 (91.594) 2024-10-13 14:23:24,849 - Test (net_E): 100.00% [50/50] [batch_t 0.178 (0.155)] [top1_cnt 38853] [top5_cnt 46863] [top_all 50000] 2024-10-13 14:23:24,850 - net_E: 77.706 (93.726) 2024-10-13 14:23:25,060 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.706 (epoch: 449)] 2024-10-13 14:23:25,060 - ==> Total time: 1 day, 17:45:17 Eta: 1 day, 22:31:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:23:34,890 - Train: 47.30% [591750/1251000] [473.0/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.231] [lr 0.001641] [CE 3.981 (4.233)] [KD 3.823 (3.847)] 2024-10-13 14:23:47,289 - Train: 47.31% [591800/1251000] [473.1/1000.0] [batch_t 0.221 (0.248)] [data_t 0.007] [optim_t 0.213] [lr 0.001641] [CE 4.416 (4.307)] [KD 3.962 (3.860)] 2024-10-13 14:23:59,178 - Train: 47.31% [591850/1251000] [473.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001640] [CE 4.623 (4.267)] [KD 4.050 (3.862)] 2024-10-13 14:24:11,147 - Train: 47.31% [591900/1251000] [473.1/1000.0] [batch_t 0.251 (0.239)] [data_t 0.010] [optim_t 0.242] [lr 0.001640] [CE 4.117 (4.326)] [KD 3.682 (3.871)] 2024-10-13 14:24:23,282 - Train: 47.32% [591950/1251000] [473.2/1000.0] [batch_t 0.381 (0.242)] [data_t 0.010] [optim_t 0.371] [lr 0.001640] [CE 4.255 (4.343)] [KD 3.789 (3.902)] 2024-10-13 14:24:35,146 - Train: 47.32% [592000/1251000] [473.2/1000.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.001640] [CE 4.483 (4.230)] [KD 3.855 (3.769)] 2024-10-13 14:24:46,736 - Train: 47.33% [592050/1251000] [473.3/1000.0] [batch_t 0.235 (0.232)] [data_t 0.008] [optim_t 0.227] [lr 0.001640] [CE 4.677 (4.294)] [KD 3.993 (3.867)] 2024-10-13 14:24:58,711 - Train: 47.33% [592100/1251000] [473.3/1000.0] [batch_t 0.219 (0.239)] [data_t 0.010] [optim_t 0.210] [lr 0.001639] [CE 4.255 (4.302)] [KD 3.678 (3.874)] 2024-10-13 14:25:11,022 - Train: 47.33% [592150/1251000] [473.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.011] [optim_t 0.228] [lr 0.001639] [CE 4.603 (4.397)] [KD 4.256 (3.924)] 2024-10-13 14:25:22,900 - Train: 47.34% [592200/1251000] [473.4/1000.0] [batch_t 0.217 (0.237)] [data_t 0.010] [optim_t 0.207] [lr 0.001639] [CE 4.442 (4.391)] [KD 3.959 (3.921)] 2024-10-13 14:25:35,177 - Train: 47.34% [592250/1251000] [473.4/1000.0] [batch_t 0.220 (0.245)] [data_t 0.006] [optim_t 0.214] [lr 0.001639] [CE 4.240 (4.371)] [KD 3.864 (3.946)] 2024-10-13 14:25:47,135 - Train: 47.35% [592300/1251000] [473.5/1000.0] [batch_t 0.228 (0.239)] [data_t 0.008] [optim_t 0.220] [lr 0.001639] [CE 4.313 (4.306)] [KD 4.200 (3.923)] 2024-10-13 14:25:58,923 - Train: 47.35% [592350/1251000] [473.5/1000.0] [batch_t 0.254 (0.236)] [data_t 0.009] [optim_t 0.245] [lr 0.001638] [CE 4.748 (4.340)] [KD 4.112 (3.973)] 2024-10-13 14:26:10,995 - Train: 47.35% [592400/1251000] [473.5/1000.0] [batch_t 0.228 (0.241)] [data_t 0.007] [optim_t 0.221] [lr 0.001638] [CE 3.817 (4.314)] [KD 3.546 (3.917)] 2024-10-13 14:26:23,125 - Train: 47.36% [592450/1251000] [473.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.224] [lr 0.001638] [CE 4.436 (4.352)] [KD 3.785 (3.921)] 2024-10-13 14:26:34,843 - Train: 47.36% [592500/1251000] [473.6/1000.0] [batch_t 0.221 (0.234)] [data_t 0.007] [optim_t 0.214] [lr 0.001638] [CE 4.850 (4.327)] [KD 3.955 (3.891)] 2024-10-13 14:26:46,827 - Train: 47.37% [592550/1251000] [473.7/1000.0] [batch_t 0.219 (0.240)] [data_t 0.009] [optim_t 0.210] [lr 0.001638] [CE 4.841 (4.396)] [KD 4.516 (3.939)] 2024-10-13 14:26:58,988 - Train: 47.37% [592600/1251000] [473.7/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.223] [lr 0.001638] [CE 3.960 (4.323)] [KD 3.680 (3.929)] 2024-10-13 14:27:10,891 - Train: 47.37% [592650/1251000] [473.7/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.001637] [CE 4.193 (4.345)] [KD 4.160 (3.895)] 2024-10-13 14:27:22,953 - Train: 47.38% [592700/1251000] [473.8/1000.0] [batch_t 0.243 (0.241)] [data_t 0.007] [optim_t 0.236] [lr 0.001637] [CE 4.706 (4.348)] [KD 3.863 (3.914)] 2024-10-13 14:27:35,130 - Train: 47.38% [592750/1251000] [473.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.010] [optim_t 0.225] [lr 0.001637] [CE 4.278 (4.348)] [KD 3.854 (3.881)] 2024-10-13 14:27:46,976 - Train: 47.39% [592800/1251000] [473.9/1000.0] [batch_t 0.215 (0.237)] [data_t 0.009] [optim_t 0.206] [lr 0.001637] [CE 4.502 (4.249)] [KD 3.936 (3.862)] 2024-10-13 14:27:59,082 - Train: 47.39% [592850/1251000] [473.9/1000.0] [batch_t 0.230 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.001637] [CE 4.490 (4.417)] [KD 3.920 (3.957)] 2024-10-13 14:28:11,646 - Train: 47.39% [592900/1251000] [473.9/1000.0] [batch_t 0.225 (0.251)] [data_t 0.007] [optim_t 0.218] [lr 0.001636] [CE 4.301 (4.291)] [KD 3.848 (3.855)] 2024-10-13 14:28:23,447 - Train: 47.40% [592950/1251000] [474.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.007] [optim_t 0.230] [lr 0.001636] [CE 4.438 (4.375)] [KD 3.937 (3.915)] 2024-10-13 14:28:37,483 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 36632] [top5_cnt 45802] [top_all 50000] 2024-10-13 14:28:37,483 - net: 73.264 (91.604) 2024-10-13 14:28:46,323 - Test (net_E): 100.00% [50/50] [batch_t 0.157 (0.161)] [top1_cnt 38857] [top5_cnt 46890] [top_all 50000] 2024-10-13 14:28:46,324 - net_E: 77.714 (93.780) 2024-10-13 14:28:46,540 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.714 (epoch: 474)] 2024-10-13 14:28:46,541 - ==> Total time: 1 day, 17:50:39 Eta: 1 day, 22:26:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:29:05,874 - Train: 47.40% [593000/1251000] [474.0/1000.0] [batch_t 0.230 (0.272)] [data_t 0.009] [optim_t 0.221] [lr 0.001636] [CE 4.627 (4.388)] [KD 3.914 (3.885)] 2024-10-13 14:29:18,001 - Train: 47.41% [593050/1251000] [474.1/1000.0] [batch_t 0.411 (0.242)] [data_t 0.009] [optim_t 0.403] [lr 0.001636] [CE 3.890 (4.310)] [KD 3.535 (3.855)] 2024-10-13 14:29:29,801 - Train: 47.41% [593100/1251000] [474.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.224] [lr 0.001636] [CE 4.347 (4.391)] [KD 3.635 (3.887)] 2024-10-13 14:29:42,021 - Train: 47.41% [593150/1251000] [474.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.001636] [CE 4.269 (4.307)] [KD 3.762 (3.811)] 2024-10-13 14:29:54,058 - Train: 47.42% [593200/1251000] [474.2/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.001635] [CE 4.446 (4.262)] [KD 3.900 (3.780)] 2024-10-13 14:30:05,872 - Train: 47.42% [593250/1251000] [474.2/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.001635] [CE 4.823 (4.334)] [KD 4.252 (3.873)] 2024-10-13 14:30:17,682 - Train: 47.43% [593300/1251000] [474.3/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.001635] [CE 4.526 (4.383)] [KD 3.781 (3.962)] 2024-10-13 14:30:29,502 - Train: 47.43% [593350/1251000] [474.3/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.001635] [CE 4.358 (4.395)] [KD 3.820 (4.000)] 2024-10-13 14:30:41,659 - Train: 47.43% [593400/1251000] [474.3/1000.0] [batch_t 0.224 (0.243)] [data_t 0.008] [optim_t 0.216] [lr 0.001635] [CE 4.338 (4.375)] [KD 3.843 (3.893)] 2024-10-13 14:30:53,512 - Train: 47.44% [593450/1251000] [474.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.006] [optim_t 0.227] [lr 0.001634] [CE 4.284 (4.349)] [KD 4.140 (3.895)] 2024-10-13 14:31:05,221 - Train: 47.44% [593500/1251000] [474.4/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.222] [lr 0.001634] [CE 4.712 (4.330)] [KD 4.319 (3.900)] 2024-10-13 14:31:17,285 - Train: 47.45% [593550/1251000] [474.5/1000.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.001634] [CE 4.507 (4.382)] [KD 4.004 (3.932)] 2024-10-13 14:31:29,048 - Train: 47.45% [593600/1251000] [474.5/1000.0] [batch_t 0.240 (0.235)] [data_t 0.010] [optim_t 0.230] [lr 0.001634] [CE 4.655 (4.341)] [KD 3.832 (3.852)] 2024-10-13 14:31:40,531 - Train: 47.45% [593650/1251000] [474.5/1000.0] [batch_t 0.241 (0.230)] [data_t 0.009] [optim_t 0.232] [lr 0.001634] [CE 4.364 (4.357)] [KD 4.000 (3.865)] 2024-10-13 14:31:52,886 - Train: 47.46% [593700/1251000] [474.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.001633] [CE 4.699 (4.297)] [KD 4.086 (3.869)] 2024-10-13 14:32:05,269 - Train: 47.46% [593750/1251000] [474.6/1000.0] [batch_t 0.227 (0.247)] [data_t 0.007] [optim_t 0.220] [lr 0.001633] [CE 4.384 (4.379)] [KD 3.609 (3.871)] 2024-10-13 14:32:17,389 - Train: 47.47% [593800/1251000] [474.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.001633] [CE 4.595 (4.291)] [KD 4.224 (3.879)] 2024-10-13 14:32:29,238 - Train: 47.47% [593850/1251000] [474.7/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.001633] [CE 4.479 (4.318)] [KD 3.804 (3.852)] 2024-10-13 14:32:41,039 - Train: 47.47% [593900/1251000] [474.7/1000.0] [batch_t 0.218 (0.236)] [data_t 0.010] [optim_t 0.208] [lr 0.001633] [CE 4.060 (4.320)] [KD 3.758 (3.892)] 2024-10-13 14:32:52,832 - Train: 47.48% [593950/1251000] [474.8/1000.0] [batch_t 0.222 (0.236)] [data_t 0.011] [optim_t 0.211] [lr 0.001633] [CE 4.783 (4.353)] [KD 4.285 (3.907)] 2024-10-13 14:33:04,397 - Train: 47.48% [594000/1251000] [474.8/1000.0] [batch_t 0.226 (0.231)] [data_t 0.007] [optim_t 0.219] [lr 0.001632] [CE 4.329 (4.338)] [KD 3.725 (3.881)] 2024-10-13 14:33:16,088 - Train: 47.49% [594050/1251000] [474.9/1000.0] [batch_t 0.217 (0.234)] [data_t 0.010] [optim_t 0.208] [lr 0.001632] [CE 4.046 (4.362)] [KD 3.728 (3.860)] 2024-10-13 14:33:28,231 - Train: 47.49% [594100/1251000] [474.9/1000.0] [batch_t 0.500 (0.243)] [data_t 0.008] [optim_t 0.492] [lr 0.001632] [CE 3.960 (4.295)] [KD 3.465 (3.872)] 2024-10-13 14:33:40,419 - Train: 47.49% [594150/1251000] [474.9/1000.0] [batch_t 0.219 (0.244)] [data_t 0.008] [optim_t 0.211] [lr 0.001632] [CE 4.392 (4.327)] [KD 3.854 (3.884)] 2024-10-13 14:33:52,015 - Train: 47.50% [594200/1251000] [475.0/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.224] [lr 0.001632] [CE 4.486 (4.354)] [KD 4.025 (3.942)] 2024-10-13 14:34:06,899 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.174)] [top1_cnt 36556] [top5_cnt 45760] [top_all 50000] 2024-10-13 14:34:06,900 - net: 73.112 (91.520) 2024-10-13 14:34:15,472 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.154)] [top1_cnt 38898] [top5_cnt 46888] [top_all 50000] 2024-10-13 14:34:15,473 - net_E: 77.796 (93.776) 2024-10-13 14:34:15,686 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.796 (epoch: 475)] 2024-10-13 14:34:15,687 - ==> Total time: 1 day, 17:56:08 Eta: 1 day, 22:20:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:34:33,829 - Train: 47.50% [594250/1251000] [475.0/1000.0] [batch_t 0.225 (0.248)] [data_t 0.008] [optim_t 0.218] [lr 0.001631] [CE 4.118 (4.344)] [KD 3.762 (3.867)] 2024-10-13 14:34:46,190 - Train: 47.51% [594300/1251000] [475.1/1000.0] [batch_t 0.214 (0.247)] [data_t 0.010] [optim_t 0.204] [lr 0.001631] [CE 4.015 (4.349)] [KD 3.812 (3.931)] 2024-10-13 14:34:58,230 - Train: 47.51% [594350/1251000] [475.1/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.001631] [CE 4.614 (4.349)] [KD 4.106 (3.852)] 2024-10-13 14:35:10,140 - Train: 47.51% [594400/1251000] [475.1/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.221] [lr 0.001631] [CE 3.538 (4.387)] [KD 3.619 (3.959)] 2024-10-13 14:35:22,147 - Train: 47.52% [594450/1251000] [475.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.008] [optim_t 0.225] [lr 0.001631] [CE 4.279 (4.354)] [KD 3.848 (3.916)] 2024-10-13 14:35:33,906 - Train: 47.52% [594500/1251000] [475.2/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.001630] [CE 4.618 (4.400)] [KD 4.154 (3.902)] 2024-10-13 14:35:45,730 - Train: 47.53% [594550/1251000] [475.3/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.217] [lr 0.001630] [CE 4.162 (4.343)] [KD 3.889 (3.874)] 2024-10-13 14:35:57,607 - Train: 47.53% [594600/1251000] [475.3/1000.0] [batch_t 0.222 (0.237)] [data_t 0.009] [optim_t 0.213] [lr 0.001630] [CE 4.242 (4.310)] [KD 3.911 (3.898)] 2024-10-13 14:36:09,705 - Train: 47.53% [594650/1251000] [475.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.001630] [CE 4.864 (4.334)] [KD 4.234 (3.890)] 2024-10-13 14:36:21,481 - Train: 47.54% [594700/1251000] [475.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.010] [optim_t 0.225] [lr 0.001630] [CE 4.243 (4.368)] [KD 3.750 (3.896)] 2024-10-13 14:36:33,511 - Train: 47.54% [594750/1251000] [475.4/1000.0] [batch_t 0.223 (0.240)] [data_t 0.007] [optim_t 0.216] [lr 0.001630] [CE 4.332 (4.330)] [KD 3.887 (3.864)] 2024-10-13 14:36:45,748 - Train: 47.55% [594800/1251000] [475.5/1000.0] [batch_t 0.229 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.001629] [CE 4.544 (4.412)] [KD 3.815 (3.882)] 2024-10-13 14:36:57,438 - Train: 47.55% [594850/1251000] [475.5/1000.0] [batch_t 0.225 (0.234)] [data_t 0.010] [optim_t 0.215] [lr 0.001629] [CE 4.444 (4.447)] [KD 3.802 (3.934)] 2024-10-13 14:37:09,577 - Train: 47.55% [594900/1251000] [475.5/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.001629] [CE 4.591 (4.379)] [KD 3.928 (3.903)] 2024-10-13 14:37:21,724 - Train: 47.56% [594950/1251000] [475.6/1000.0] [batch_t 0.222 (0.243)] [data_t 0.008] [optim_t 0.214] [lr 0.001629] [CE 4.453 (4.398)] [KD 3.829 (3.913)] 2024-10-13 14:37:33,535 - Train: 47.56% [595000/1251000] [475.6/1000.0] [batch_t 0.214 (0.236)] [data_t 0.007] [optim_t 0.207] [lr 0.001629] [CE 4.717 (4.296)] [KD 4.277 (3.898)] 2024-10-13 14:37:45,114 - Train: 47.57% [595050/1251000] [475.7/1000.0] [batch_t 0.226 (0.231)] [data_t 0.010] [optim_t 0.216] [lr 0.001628] [CE 4.073 (4.361)] [KD 3.657 (3.903)] 2024-10-13 14:37:57,095 - Train: 47.57% [595100/1251000] [475.7/1000.0] [batch_t 0.222 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.001628] [CE 4.103 (4.379)] [KD 4.022 (3.923)] 2024-10-13 14:38:09,190 - Train: 47.57% [595150/1251000] [475.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.007] [optim_t 0.229] [lr 0.001628] [CE 4.671 (4.348)] [KD 4.086 (3.904)] 2024-10-13 14:38:21,246 - Train: 47.58% [595200/1251000] [475.8/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.001628] [CE 4.646 (4.386)] [KD 4.073 (3.924)] 2024-10-13 14:38:33,158 - Train: 47.58% [595250/1251000] [475.8/1000.0] [batch_t 0.225 (0.238)] [data_t 0.006] [optim_t 0.219] [lr 0.001628] [CE 4.045 (4.378)] [KD 3.527 (3.890)] 2024-10-13 14:38:45,230 - Train: 47.59% [595300/1251000] [475.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.006] [optim_t 0.227] [lr 0.001628] [CE 4.556 (4.378)] [KD 4.233 (3.925)] 2024-10-13 14:38:57,584 - Train: 47.59% [595350/1251000] [475.9/1000.0] [batch_t 0.419 (0.247)] [data_t 0.007] [optim_t 0.412] [lr 0.001627] [CE 4.148 (4.403)] [KD 4.032 (3.907)] 2024-10-13 14:39:09,824 - Train: 47.59% [595400/1251000] [475.9/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.220] [lr 0.001627] [CE 4.548 (4.298)] [KD 3.962 (3.898)] 2024-10-13 14:39:21,281 - Train: 47.60% [595450/1251000] [476.0/1000.0] [batch_t 0.232 (0.229)] [data_t 0.010] [optim_t 0.222] [lr 0.001627] [CE 4.356 (4.324)] [KD 3.696 (3.930)] 2024-10-13 14:39:35,574 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 36699] [top5_cnt 45846] [top_all 50000] 2024-10-13 14:39:35,574 - net: 73.398 (91.692) 2024-10-13 14:39:44,391 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 38941] [top5_cnt 46915] [top_all 50000] 2024-10-13 14:39:44,392 - net_E: 77.882 (93.830) 2024-10-13 14:39:44,574 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 14:39:44,575 - ==> Total time: 1 day, 18:01:37 Eta: 1 day, 22:15:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:40:02,914 - Train: 47.60% [595500/1251000] [476.0/1000.0] [batch_t 0.224 (0.267)] [data_t 0.010] [optim_t 0.214] [lr 0.001627] [CE 4.647 (4.419)] [KD 3.962 (3.934)] 2024-10-13 14:40:14,954 - Train: 47.61% [595550/1251000] [476.1/1000.0] [batch_t 0.485 (0.241)] [data_t 0.007] [optim_t 0.478] [lr 0.001627] [CE 4.406 (4.305)] [KD 3.802 (3.872)] 2024-10-13 14:40:27,198 - Train: 47.61% [595600/1251000] [476.1/1000.0] [batch_t 0.222 (0.245)] [data_t 0.010] [optim_t 0.213] [lr 0.001626] [CE 4.181 (4.322)] [KD 3.788 (3.898)] 2024-10-13 14:40:38,700 - Train: 47.61% [595650/1251000] [476.1/1000.0] [batch_t 0.238 (0.230)] [data_t 0.010] [optim_t 0.228] [lr 0.001626] [CE 4.187 (4.335)] [KD 3.739 (3.888)] 2024-10-13 14:40:50,336 - Train: 47.62% [595700/1251000] [476.2/1000.0] [batch_t 0.245 (0.233)] [data_t 0.009] [optim_t 0.236] [lr 0.001626] [CE 4.178 (4.319)] [KD 3.924 (3.872)] 2024-10-13 14:41:01,878 - Train: 47.62% [595750/1251000] [476.2/1000.0] [batch_t 0.233 (0.231)] [data_t 0.006] [optim_t 0.227] [lr 0.001626] [CE 4.320 (4.360)] [KD 3.932 (3.857)] 2024-10-13 14:41:13,537 - Train: 47.63% [595800/1251000] [476.3/1000.0] [batch_t 0.229 (0.233)] [data_t 0.008] [optim_t 0.221] [lr 0.001626] [CE 4.110 (4.322)] [KD 3.729 (3.858)] 2024-10-13 14:41:25,885 - Train: 47.63% [595850/1251000] [476.3/1000.0] [batch_t 0.223 (0.247)] [data_t 0.009] [optim_t 0.214] [lr 0.001625] [CE 4.488 (4.379)] [KD 3.971 (3.906)] 2024-10-13 14:41:37,797 - Train: 47.63% [595900/1251000] [476.3/1000.0] [batch_t 0.219 (0.238)] [data_t 0.006] [optim_t 0.213] [lr 0.001625] [CE 4.712 (4.402)] [KD 4.043 (3.858)] 2024-10-13 14:41:49,571 - Train: 47.64% [595950/1251000] [476.4/1000.0] [batch_t 0.235 (0.235)] [data_t 0.010] [optim_t 0.226] [lr 0.001625] [CE 4.164 (4.254)] [KD 3.871 (3.834)] 2024-10-13 14:42:01,388 - Train: 47.64% [596000/1251000] [476.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.007] [optim_t 0.228] [lr 0.001625] [CE 4.268 (4.358)] [KD 3.638 (3.898)] 2024-10-13 14:42:13,490 - Train: 47.65% [596050/1251000] [476.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.006] [optim_t 0.230] [lr 0.001625] [CE 4.378 (4.359)] [KD 3.659 (3.942)] 2024-10-13 14:42:25,182 - Train: 47.65% [596100/1251000] [476.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.007] [optim_t 0.228] [lr 0.001625] [CE 4.084 (4.320)] [KD 3.749 (3.888)] 2024-10-13 14:42:37,445 - Train: 47.65% [596150/1251000] [476.5/1000.0] [batch_t 0.530 (0.245)] [data_t 0.007] [optim_t 0.523] [lr 0.001624] [CE 4.172 (4.334)] [KD 3.736 (3.854)] 2024-10-13 14:42:49,579 - Train: 47.66% [596200/1251000] [476.6/1000.0] [batch_t 0.242 (0.242)] [data_t 0.008] [optim_t 0.234] [lr 0.001624] [CE 4.487 (4.349)] [KD 4.018 (3.850)] 2024-10-13 14:43:02,008 - Train: 47.66% [596250/1251000] [476.6/1000.0] [batch_t 0.234 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.001624] [CE 4.100 (4.501)] [KD 3.789 (4.045)] 2024-10-13 14:43:13,928 - Train: 47.67% [596300/1251000] [476.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.001624] [CE 3.784 (4.327)] [KD 3.687 (3.919)] 2024-10-13 14:43:25,450 - Train: 47.67% [596350/1251000] [476.7/1000.0] [batch_t 0.228 (0.230)] [data_t 0.007] [optim_t 0.220] [lr 0.001624] [CE 4.373 (4.377)] [KD 3.886 (3.916)] 2024-10-13 14:43:37,725 - Train: 47.67% [596400/1251000] [476.7/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.001623] [CE 3.962 (4.329)] [KD 3.502 (3.855)] 2024-10-13 14:43:49,816 - Train: 47.68% [596450/1251000] [476.8/1000.0] [batch_t 0.246 (0.242)] [data_t 0.006] [optim_t 0.240] [lr 0.001623] [CE 4.544 (4.335)] [KD 4.020 (3.883)] 2024-10-13 14:44:01,927 - Train: 47.68% [596500/1251000] [476.8/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.001623] [CE 4.793 (4.361)] [KD 3.902 (3.930)] 2024-10-13 14:44:13,821 - Train: 47.69% [596550/1251000] [476.9/1000.0] [batch_t 0.222 (0.238)] [data_t 0.010] [optim_t 0.212] [lr 0.001623] [CE 4.386 (4.427)] [KD 4.053 (3.935)] 2024-10-13 14:44:26,049 - Train: 47.69% [596600/1251000] [476.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001623] [CE 3.993 (4.325)] [KD 3.607 (3.898)] 2024-10-13 14:44:38,105 - Train: 47.69% [596650/1251000] [476.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.008] [optim_t 0.230] [lr 0.001622] [CE 4.727 (4.321)] [KD 4.146 (3.916)] 2024-10-13 14:44:49,857 - Train: 47.70% [596700/1251000] [477.0/1000.0] [batch_t 0.232 (0.235)] [data_t 0.007] [optim_t 0.226] [lr 0.001622] [CE 4.289 (4.305)] [KD 4.092 (3.863)] 2024-10-13 14:45:05,575 - Test (net): 100.00% [50/50] [batch_t 0.062 (0.181)] [top1_cnt 36624] [top5_cnt 45732] [top_all 50000] 2024-10-13 14:45:05,576 - net: 73.248 (91.464) 2024-10-13 14:45:14,190 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.155)] [top1_cnt 38930] [top5_cnt 46909] [top_all 50000] 2024-10-13 14:45:14,191 - net_E: 77.860 (93.818) 2024-10-13 14:45:14,410 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 14:45:14,411 - ==> Total time: 1 day, 18:07:07 Eta: 1 day, 22:10:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:45:23,435 - Train: 47.70% [596750/1251000] [477.0/1000.0] [batch_t 0.221 (0.269)] [data_t 0.008] [optim_t 0.213] [lr 0.001622] [CE 4.353 (4.376)] [KD 3.950 (3.843)] 2024-10-13 14:45:35,657 - Train: 47.71% [596800/1251000] [477.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.222] [lr 0.001622] [CE 4.214 (4.332)] [KD 3.688 (3.884)] 2024-10-13 14:45:47,882 - Train: 47.71% [596850/1251000] [477.1/1000.0] [batch_t 0.225 (0.244)] [data_t 0.010] [optim_t 0.216] [lr 0.001622] [CE 4.152 (4.363)] [KD 3.672 (3.891)] 2024-10-13 14:45:59,673 - Train: 47.71% [596900/1251000] [477.1/1000.0] [batch_t 0.229 (0.236)] [data_t 0.010] [optim_t 0.219] [lr 0.001622] [CE 4.305 (4.294)] [KD 3.602 (3.864)] 2024-10-13 14:46:11,425 - Train: 47.72% [596950/1251000] [477.2/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.001621] [CE 4.044 (4.328)] [KD 3.712 (3.830)] 2024-10-13 14:46:23,398 - Train: 47.72% [597000/1251000] [477.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001621] [CE 4.646 (4.328)] [KD 3.729 (3.880)] 2024-10-13 14:46:35,780 - Train: 47.73% [597050/1251000] [477.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.008] [optim_t 0.229] [lr 0.001621] [CE 4.324 (4.388)] [KD 3.878 (3.930)] 2024-10-13 14:46:47,488 - Train: 47.73% [597100/1251000] [477.3/1000.0] [batch_t 0.220 (0.234)] [data_t 0.010] [optim_t 0.210] [lr 0.001621] [CE 4.550 (4.346)] [KD 4.188 (3.877)] 2024-10-13 14:46:59,264 - Train: 47.73% [597150/1251000] [477.3/1000.0] [batch_t 0.226 (0.235)] [data_t 0.006] [optim_t 0.220] [lr 0.001621] [CE 3.895 (4.281)] [KD 3.945 (3.872)] 2024-10-13 14:47:11,709 - Train: 47.74% [597200/1251000] [477.4/1000.0] [batch_t 0.219 (0.249)] [data_t 0.010] [optim_t 0.210] [lr 0.001620] [CE 4.434 (4.334)] [KD 3.871 (3.910)] 2024-10-13 14:47:23,686 - Train: 47.74% [597250/1251000] [477.4/1000.0] [batch_t 0.225 (0.239)] [data_t 0.006] [optim_t 0.219] [lr 0.001620] [CE 4.475 (4.387)] [KD 3.982 (3.893)] 2024-10-13 14:47:35,342 - Train: 47.75% [597300/1251000] [477.5/1000.0] [batch_t 0.253 (0.233)] [data_t 0.008] [optim_t 0.245] [lr 0.001620] [CE 4.978 (4.319)] [KD 4.121 (3.879)] 2024-10-13 14:47:47,339 - Train: 47.75% [597350/1251000] [477.5/1000.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.001620] [CE 4.283 (4.285)] [KD 3.822 (3.892)] 2024-10-13 14:47:59,197 - Train: 47.75% [597400/1251000] [477.5/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.212] [lr 0.001620] [CE 4.179 (4.357)] [KD 3.874 (3.903)] 2024-10-13 14:48:11,329 - Train: 47.76% [597450/1251000] [477.6/1000.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.001620] [CE 4.321 (4.343)] [KD 3.973 (3.899)] 2024-10-13 14:48:23,568 - Train: 47.76% [597500/1251000] [477.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.001619] [CE 4.073 (4.288)] [KD 3.587 (3.808)] 2024-10-13 14:48:35,589 - Train: 47.77% [597550/1251000] [477.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.001619] [CE 3.870 (4.318)] [KD 3.516 (3.903)] 2024-10-13 14:48:47,703 - Train: 47.77% [597600/1251000] [477.7/1000.0] [batch_t 0.227 (0.242)] [data_t 0.008] [optim_t 0.219] [lr 0.001619] [CE 3.962 (4.354)] [KD 3.566 (3.948)] 2024-10-13 14:49:00,139 - Train: 47.77% [597650/1251000] [477.7/1000.0] [batch_t 0.247 (0.248)] [data_t 0.007] [optim_t 0.240] [lr 0.001619] [CE 4.315 (4.353)] [KD 3.965 (3.921)] 2024-10-13 14:49:11,868 - Train: 47.78% [597700/1251000] [477.8/1000.0] [batch_t 0.240 (0.234)] [data_t 0.008] [optim_t 0.232] [lr 0.001619] [CE 4.014 (4.339)] [KD 3.810 (3.866)] 2024-10-13 14:49:23,506 - Train: 47.78% [597750/1251000] [477.8/1000.0] [batch_t 0.210 (0.233)] [data_t 0.008] [optim_t 0.203] [lr 0.001618] [CE 4.462 (4.340)] [KD 3.870 (3.913)] 2024-10-13 14:49:35,811 - Train: 47.79% [597800/1251000] [477.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.001618] [CE 4.346 (4.308)] [KD 3.868 (3.876)] 2024-10-13 14:49:48,290 - Train: 47.79% [597850/1251000] [477.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.006] [optim_t 0.231] [lr 0.001618] [CE 4.070 (4.407)] [KD 3.833 (3.939)] 2024-10-13 14:50:00,366 - Train: 47.79% [597900/1251000] [477.9/1000.0] [batch_t 0.514 (0.241)] [data_t 0.010] [optim_t 0.505] [lr 0.001618] [CE 4.507 (4.327)] [KD 4.067 (3.880)] 2024-10-13 14:50:12,109 - Train: 47.80% [597950/1251000] [478.0/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.216] [lr 0.001618] [CE 4.475 (4.321)] [KD 3.856 (3.927)] 2024-10-13 14:50:27,990 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 36736] [top5_cnt 45876] [top_all 50000] 2024-10-13 14:50:27,990 - net: 73.472 (91.752) 2024-10-13 14:50:36,454 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.153)] [top1_cnt 38917] [top5_cnt 46901] [top_all 50000] 2024-10-13 14:50:36,454 - net_E: 77.834 (93.802) 2024-10-13 14:50:36,668 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 14:50:36,669 - ==> Total time: 1 day, 18:12:29 Eta: 1 day, 22:05:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:50:45,608 - Train: 47.80% [598000/1251000] [478.0/1000.0] [batch_t 0.229 (0.268)] [data_t 0.009] [optim_t 0.220] [lr 0.001617] [CE 4.453 (4.416)] [KD 4.013 (3.923)] 2024-10-13 14:50:57,311 - Train: 47.81% [598050/1251000] [478.1/1000.0] [batch_t 0.211 (0.234)] [data_t 0.008] [optim_t 0.202] [lr 0.001617] [CE 4.064 (4.295)] [KD 3.454 (3.834)] 2024-10-13 14:51:09,585 - Train: 47.81% [598100/1251000] [478.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.001617] [CE 4.002 (4.334)] [KD 3.703 (3.901)] 2024-10-13 14:51:21,417 - Train: 47.81% [598150/1251000] [478.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001617] [CE 3.946 (4.325)] [KD 3.615 (3.875)] 2024-10-13 14:51:32,928 - Train: 47.82% [598200/1251000] [478.2/1000.0] [batch_t 0.236 (0.230)] [data_t 0.009] [optim_t 0.227] [lr 0.001617] [CE 4.234 (4.384)] [KD 3.862 (3.862)] 2024-10-13 14:51:44,649 - Train: 47.82% [598250/1251000] [478.2/1000.0] [batch_t 0.241 (0.234)] [data_t 0.007] [optim_t 0.234] [lr 0.001617] [CE 4.440 (4.410)] [KD 4.006 (3.882)] 2024-10-13 14:51:56,930 - Train: 47.83% [598300/1251000] [478.3/1000.0] [batch_t 0.231 (0.245)] [data_t 0.010] [optim_t 0.221] [lr 0.001616] [CE 4.339 (4.320)] [KD 3.929 (3.820)] 2024-10-13 14:52:09,730 - Train: 47.83% [598350/1251000] [478.3/1000.0] [batch_t 0.228 (0.256)] [data_t 0.009] [optim_t 0.219] [lr 0.001616] [CE 4.527 (4.399)] [KD 3.874 (3.866)] 2024-10-13 14:52:21,793 - Train: 47.83% [598400/1251000] [478.3/1000.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.001616] [CE 3.711 (4.385)] [KD 3.527 (3.886)] 2024-10-13 14:52:33,500 - Train: 47.84% [598450/1251000] [478.4/1000.0] [batch_t 0.243 (0.234)] [data_t 0.009] [optim_t 0.234] [lr 0.001616] [CE 4.747 (4.333)] [KD 4.023 (3.898)] 2024-10-13 14:52:45,522 - Train: 47.84% [598500/1251000] [478.4/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.001616] [CE 3.953 (4.355)] [KD 3.792 (3.917)] 2024-10-13 14:52:57,321 - Train: 47.85% [598550/1251000] [478.5/1000.0] [batch_t 0.223 (0.236)] [data_t 0.008] [optim_t 0.215] [lr 0.001615] [CE 4.731 (4.408)] [KD 3.978 (3.979)] 2024-10-13 14:53:09,138 - Train: 47.85% [598600/1251000] [478.5/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.001615] [CE 4.612 (4.361)] [KD 3.871 (3.916)] 2024-10-13 14:53:21,046 - Train: 47.85% [598650/1251000] [478.5/1000.0] [batch_t 0.222 (0.238)] [data_t 0.006] [optim_t 0.215] [lr 0.001615] [CE 3.837 (4.342)] [KD 3.716 (3.857)] 2024-10-13 14:53:33,506 - Train: 47.86% [598700/1251000] [478.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.010] [optim_t 0.229] [lr 0.001615] [CE 3.937 (4.332)] [KD 3.760 (3.859)] 2024-10-13 14:53:45,814 - Train: 47.86% [598750/1251000] [478.6/1000.0] [batch_t 0.223 (0.246)] [data_t 0.010] [optim_t 0.213] [lr 0.001615] [CE 4.348 (4.350)] [KD 3.784 (3.861)] 2024-10-13 14:53:57,364 - Train: 47.87% [598800/1251000] [478.7/1000.0] [batch_t 0.231 (0.231)] [data_t 0.007] [optim_t 0.224] [lr 0.001614] [CE 4.261 (4.334)] [KD 3.872 (3.901)] 2024-10-13 14:54:09,791 - Train: 47.87% [598850/1251000] [478.7/1000.0] [batch_t 0.228 (0.248)] [data_t 0.007] [optim_t 0.221] [lr 0.001614] [CE 4.252 (4.394)] [KD 3.893 (3.997)] 2024-10-13 14:54:22,102 - Train: 47.87% [598900/1251000] [478.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.006] [optim_t 0.228] [lr 0.001614] [CE 4.125 (4.349)] [KD 3.551 (3.865)] 2024-10-13 14:54:34,204 - Train: 47.88% [598950/1251000] [478.8/1000.0] [batch_t 0.242 (0.242)] [data_t 0.007] [optim_t 0.235] [lr 0.001614] [CE 4.744 (4.320)] [KD 3.756 (3.881)] 2024-10-13 14:54:46,263 - Train: 47.88% [599000/1251000] [478.8/1000.0] [batch_t 0.224 (0.241)] [data_t 0.006] [optim_t 0.218] [lr 0.001614] [CE 4.513 (4.383)] [KD 3.924 (3.927)] 2024-10-13 14:54:58,243 - Train: 47.89% [599050/1251000] [478.9/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.001614] [CE 4.167 (4.277)] [KD 3.601 (3.824)] 2024-10-13 14:55:10,203 - Train: 47.89% [599100/1251000] [478.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.001613] [CE 4.786 (4.430)] [KD 3.952 (3.925)] 2024-10-13 14:55:22,275 - Train: 47.89% [599150/1251000] [478.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.224] [lr 0.001613] [CE 4.468 (4.342)] [KD 3.883 (3.890)] 2024-10-13 14:55:34,271 - Train: 47.90% [599200/1251000] [479.0/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.001613] [CE 4.408 (4.350)] [KD 3.838 (3.952)] 2024-10-13 14:55:49,800 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 36764] [top5_cnt 45863] [top_all 50000] 2024-10-13 14:55:49,801 - net: 73.528 (91.726) 2024-10-13 14:55:59,763 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.183)] [top1_cnt 38907] [top5_cnt 46879] [top_all 50000] 2024-10-13 14:55:59,764 - net_E: 77.814 (93.758) 2024-10-13 14:55:59,993 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 14:55:59,993 - ==> Total time: 1 day, 18:17:52 Eta: 1 day, 22:00:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 14:56:08,721 - Train: 47.90% [599250/1251000] [479.0/1000.0] [batch_t 0.224 (0.260)] [data_t 0.009] [optim_t 0.215] [lr 0.001613] [CE 4.808 (4.398)] [KD 4.183 (3.859)] 2024-10-13 14:56:21,001 - Train: 47.91% [599300/1251000] [479.1/1000.0] [batch_t 0.242 (0.245)] [data_t 0.010] [optim_t 0.232] [lr 0.001613] [CE 4.387 (4.330)] [KD 3.735 (3.845)] 2024-10-13 14:56:33,451 - Train: 47.91% [599350/1251000] [479.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.001612] [CE 3.754 (4.355)] [KD 3.624 (3.911)] 2024-10-13 14:56:45,244 - Train: 47.91% [599400/1251000] [479.1/1000.0] [batch_t 0.219 (0.236)] [data_t 0.010] [optim_t 0.209] [lr 0.001612] [CE 4.689 (4.379)] [KD 3.953 (3.867)] 2024-10-13 14:56:56,638 - Train: 47.92% [599450/1251000] [479.2/1000.0] [batch_t 0.231 (0.228)] [data_t 0.006] [optim_t 0.225] [lr 0.001612] [CE 4.293 (4.375)] [KD 3.939 (3.919)] 2024-10-13 14:57:08,817 - Train: 47.92% [599500/1251000] [479.2/1000.0] [batch_t 0.246 (0.243)] [data_t 0.010] [optim_t 0.236] [lr 0.001612] [CE 4.022 (4.420)] [KD 3.502 (3.928)] 2024-10-13 14:57:20,982 - Train: 47.93% [599550/1251000] [479.3/1000.0] [batch_t 0.262 (0.243)] [data_t 0.010] [optim_t 0.252] [lr 0.001612] [CE 4.420 (4.371)] [KD 3.932 (3.874)] 2024-10-13 14:57:32,803 - Train: 47.93% [599600/1251000] [479.3/1000.0] [batch_t 0.222 (0.236)] [data_t 0.008] [optim_t 0.214] [lr 0.001612] [CE 4.821 (4.334)] [KD 4.017 (3.887)] 2024-10-13 14:57:44,955 - Train: 47.93% [599650/1251000] [479.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.001611] [CE 4.598 (4.366)] [KD 3.879 (3.860)] 2024-10-13 14:57:57,678 - Train: 47.94% [599700/1251000] [479.4/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.001611] [CE 4.092 (4.336)] [KD 3.866 (3.898)] 2024-10-13 14:58:09,304 - Train: 47.94% [599750/1251000] [479.4/1000.0] [batch_t 0.228 (0.232)] [data_t 0.008] [optim_t 0.220] [lr 0.001611] [CE 4.231 (4.346)] [KD 3.697 (3.861)] 2024-10-13 14:58:21,440 - Train: 47.95% [599800/1251000] [479.5/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.001611] [CE 4.604 (4.336)] [KD 4.045 (3.899)] 2024-10-13 14:58:33,567 - Train: 47.95% [599850/1251000] [479.5/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.001611] [CE 4.623 (4.316)] [KD 3.999 (3.859)] 2024-10-13 14:58:45,871 - Train: 47.95% [599900/1251000] [479.5/1000.0] [batch_t 0.261 (0.246)] [data_t 0.009] [optim_t 0.252] [lr 0.001610] [CE 4.490 (4.328)] [KD 3.886 (3.893)] 2024-10-13 14:58:57,908 - Train: 47.96% [599950/1251000] [479.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.006] [optim_t 0.227] [lr 0.001610] [CE 4.170 (4.320)] [KD 3.761 (3.906)] 2024-10-13 14:59:10,720 - Train: 47.96% [600000/1251000] [479.6/1000.0] [batch_t 0.243 (0.256)] [data_t 0.007] [optim_t 0.235] [lr 0.001610] [CE 4.577 (4.324)] [KD 4.396 (3.899)] 2024-10-13 14:59:22,612 - Train: 47.97% [600050/1251000] [479.7/1000.0] [batch_t 0.244 (0.238)] [data_t 0.007] [optim_t 0.237] [lr 0.001610] [CE 4.040 (4.353)] [KD 3.601 (3.921)] 2024-10-13 14:59:34,984 - Train: 47.97% [600100/1251000] [479.7/1000.0] [batch_t 0.224 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.001610] [CE 4.134 (4.421)] [KD 3.731 (3.911)] 2024-10-13 14:59:46,619 - Train: 47.97% [600150/1251000] [479.7/1000.0] [batch_t 0.233 (0.233)] [data_t 0.010] [optim_t 0.223] [lr 0.001609] [CE 4.238 (4.368)] [KD 3.807 (3.905)] 2024-10-13 14:59:58,114 - Train: 47.98% [600200/1251000] [479.8/1000.0] [batch_t 0.228 (0.230)] [data_t 0.008] [optim_t 0.220] [lr 0.001609] [CE 4.361 (4.428)] [KD 3.881 (3.924)] 2024-10-13 15:00:10,080 - Train: 47.98% [600250/1251000] [479.8/1000.0] [batch_t 0.241 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.001609] [CE 4.788 (4.332)] [KD 4.056 (3.831)] 2024-10-13 15:00:22,839 - Train: 47.99% [600300/1251000] [479.9/1000.0] [batch_t 0.417 (0.255)] [data_t 0.008] [optim_t 0.409] [lr 0.001609] [CE 4.375 (4.405)] [KD 3.805 (3.928)] 2024-10-13 15:00:34,754 - Train: 47.99% [600350/1251000] [479.9/1000.0] [batch_t 0.244 (0.238)] [data_t 0.007] [optim_t 0.237] [lr 0.001609] [CE 4.887 (4.360)] [KD 4.301 (3.858)] 2024-10-13 15:00:46,774 - Train: 47.99% [600400/1251000] [479.9/1000.0] [batch_t 0.222 (0.240)] [data_t 0.010] [optim_t 0.212] [lr 0.001609] [CE 4.154 (4.311)] [KD 3.541 (3.885)] 2024-10-13 15:00:58,463 - Train: 48.00% [600450/1251000] [480.0/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.001608] [CE 4.133 (4.320)] [KD 3.753 (3.819)] 2024-10-13 15:01:15,110 - Test (net): 100.00% [50/50] [batch_t 0.267 (0.183)] [top1_cnt 36819] [top5_cnt 45821] [top_all 50000] 2024-10-13 15:01:15,111 - net: 73.638 (91.642) 2024-10-13 15:01:23,994 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.161)] [top1_cnt 38925] [top5_cnt 46886] [top_all 50000] 2024-10-13 15:01:23,995 - net_E: 77.850 (93.772) 2024-10-13 15:01:24,191 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:01:24,192 - ==> Total time: 1 day, 18:23:16 Eta: 1 day, 21:55:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:01:41,307 - Train: 48.00% [600500/1251000] [480.0/1000.0] [batch_t 0.224 (0.271)] [data_t 0.006] [optim_t 0.218] [lr 0.001608] [CE 4.119 (4.253)] [KD 3.904 (3.803)] 2024-10-13 15:01:53,152 - Train: 48.01% [600550/1251000] [480.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.001608] [CE 4.527 (4.357)] [KD 3.935 (3.859)] 2024-10-13 15:02:05,206 - Train: 48.01% [600600/1251000] [480.1/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.001608] [CE 3.778 (4.309)] [KD 3.637 (3.864)] 2024-10-13 15:02:17,025 - Train: 48.01% [600650/1251000] [480.1/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.001608] [CE 4.472 (4.375)] [KD 3.990 (3.923)] 2024-10-13 15:02:28,943 - Train: 48.02% [600700/1251000] [480.2/1000.0] [batch_t 0.226 (0.238)] [data_t 0.006] [optim_t 0.220] [lr 0.001607] [CE 4.378 (4.362)] [KD 3.917 (3.878)] 2024-10-13 15:02:40,832 - Train: 48.02% [600750/1251000] [480.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.010] [optim_t 0.225] [lr 0.001607] [CE 4.579 (4.318)] [KD 3.763 (3.823)] 2024-10-13 15:02:52,802 - Train: 48.03% [600800/1251000] [480.3/1000.0] [batch_t 0.226 (0.239)] [data_t 0.010] [optim_t 0.216] [lr 0.001607] [CE 3.965 (4.325)] [KD 3.688 (3.852)] 2024-10-13 15:03:04,793 - Train: 48.03% [600850/1251000] [480.3/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001607] [CE 4.480 (4.404)] [KD 3.735 (3.902)] 2024-10-13 15:03:16,765 - Train: 48.03% [600900/1251000] [480.3/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.001607] [CE 3.963 (4.330)] [KD 3.684 (3.825)] 2024-10-13 15:03:28,749 - Train: 48.04% [600950/1251000] [480.4/1000.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.001606] [CE 4.084 (4.384)] [KD 3.779 (3.895)] 2024-10-13 15:03:40,365 - Train: 48.04% [601000/1251000] [480.4/1000.0] [batch_t 0.219 (0.232)] [data_t 0.007] [optim_t 0.212] [lr 0.001606] [CE 4.489 (4.319)] [KD 4.065 (3.850)] 2024-10-13 15:03:51,611 - Train: 48.05% [601050/1251000] [480.5/1000.0] [batch_t 0.216 (0.225)] [data_t 0.007] [optim_t 0.210] [lr 0.001606] [CE 4.534 (4.344)] [KD 3.649 (3.818)] 2024-10-13 15:04:02,967 - Train: 48.05% [601100/1251000] [480.5/1000.0] [batch_t 0.217 (0.227)] [data_t 0.007] [optim_t 0.211] [lr 0.001606] [CE 4.244 (4.364)] [KD 4.104 (3.902)] 2024-10-13 15:04:15,184 - Train: 48.05% [601150/1251000] [480.5/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.217] [lr 0.001606] [CE 4.251 (4.338)] [KD 4.047 (3.909)] 2024-10-13 15:04:26,839 - Train: 48.06% [601200/1251000] [480.6/1000.0] [batch_t 0.234 (0.233)] [data_t 0.010] [optim_t 0.225] [lr 0.001606] [CE 4.460 (4.381)] [KD 4.035 (3.911)] 2024-10-13 15:04:38,606 - Train: 48.06% [601250/1251000] [480.6/1000.0] [batch_t 0.229 (0.235)] [data_t 0.007] [optim_t 0.222] [lr 0.001605] [CE 4.190 (4.244)] [KD 3.808 (3.852)] 2024-10-13 15:04:50,662 - Train: 48.07% [601300/1251000] [480.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.006] [optim_t 0.231] [lr 0.001605] [CE 4.519 (4.394)] [KD 3.829 (3.883)] 2024-10-13 15:05:02,517 - Train: 48.07% [601350/1251000] [480.7/1000.0] [batch_t 0.244 (0.237)] [data_t 0.010] [optim_t 0.234] [lr 0.001605] [CE 3.695 (4.269)] [KD 3.684 (3.844)] 2024-10-13 15:05:14,353 - Train: 48.07% [601400/1251000] [480.7/1000.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.001605] [CE 4.047 (4.349)] [KD 3.854 (3.873)] 2024-10-13 15:05:26,120 - Train: 48.08% [601450/1251000] [480.8/1000.0] [batch_t 0.392 (0.235)] [data_t 0.007] [optim_t 0.384] [lr 0.001605] [CE 4.359 (4.377)] [KD 4.114 (3.911)] 2024-10-13 15:05:37,686 - Train: 48.08% [601500/1251000] [480.8/1000.0] [batch_t 0.230 (0.231)] [data_t 0.006] [optim_t 0.223] [lr 0.001604] [CE 3.932 (4.381)] [KD 3.852 (3.985)] 2024-10-13 15:05:49,464 - Train: 48.09% [601550/1251000] [480.9/1000.0] [batch_t 0.217 (0.235)] [data_t 0.006] [optim_t 0.211] [lr 0.001604] [CE 4.336 (4.340)] [KD 3.786 (3.891)] 2024-10-13 15:06:01,350 - Train: 48.09% [601600/1251000] [480.9/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.001604] [CE 4.251 (4.389)] [KD 3.894 (3.891)] 2024-10-13 15:06:13,182 - Train: 48.09% [601650/1251000] [480.9/1000.0] [batch_t 0.231 (0.236)] [data_t 0.008] [optim_t 0.223] [lr 0.001604] [CE 4.527 (4.356)] [KD 4.295 (3.893)] 2024-10-13 15:06:24,995 - Train: 48.10% [601700/1251000] [481.0/1000.0] [batch_t 0.222 (0.236)] [data_t 0.008] [optim_t 0.214] [lr 0.001604] [CE 4.450 (4.426)] [KD 3.763 (3.959)] 2024-10-13 15:06:41,547 - Test (net): 100.00% [50/50] [batch_t 0.281 (0.183)] [top1_cnt 36692] [top5_cnt 45843] [top_all 50000] 2024-10-13 15:06:41,548 - net: 73.384 (91.686) 2024-10-13 15:06:51,676 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.186)] [top1_cnt 38902] [top5_cnt 46885] [top_all 50000] 2024-10-13 15:06:51,677 - net_E: 77.804 (93.770) 2024-10-13 15:06:51,921 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:06:51,922 - ==> Total time: 1 day, 18:28:44 Eta: 1 day, 21:50:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:07:00,410 - Train: 48.10% [601750/1251000] [481.0/1000.0] [batch_t 0.218 (0.281)] [data_t 0.007] [optim_t 0.212] [lr 0.001604] [CE 4.373 (4.305)] [KD 3.835 (3.781)] 2024-10-13 15:07:12,752 - Train: 48.11% [601800/1251000] [481.1/1000.0] [batch_t 0.244 (0.247)] [data_t 0.007] [optim_t 0.237] [lr 0.001603] [CE 4.565 (4.317)] [KD 3.849 (3.805)] 2024-10-13 15:07:24,928 - Train: 48.11% [601850/1251000] [481.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.001603] [CE 4.334 (4.296)] [KD 3.723 (3.838)] 2024-10-13 15:07:36,517 - Train: 48.11% [601900/1251000] [481.1/1000.0] [batch_t 0.226 (0.232)] [data_t 0.010] [optim_t 0.216] [lr 0.001603] [CE 4.544 (4.369)] [KD 3.947 (3.906)] 2024-10-13 15:07:48,417 - Train: 48.12% [601950/1251000] [481.2/1000.0] [batch_t 0.422 (0.238)] [data_t 0.007] [optim_t 0.415] [lr 0.001603] [CE 4.609 (4.377)] [KD 3.945 (3.847)] 2024-10-13 15:08:00,279 - Train: 48.12% [602000/1251000] [481.2/1000.0] [batch_t 0.222 (0.237)] [data_t 0.008] [optim_t 0.215] [lr 0.001603] [CE 4.704 (4.333)] [KD 4.193 (3.848)] 2024-10-13 15:08:12,048 - Train: 48.13% [602050/1251000] [481.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.001602] [CE 4.390 (4.345)] [KD 3.770 (3.837)] 2024-10-13 15:08:24,140 - Train: 48.13% [602100/1251000] [481.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001602] [CE 4.248 (4.274)] [KD 3.578 (3.795)] 2024-10-13 15:08:35,951 - Train: 48.13% [602150/1251000] [481.3/1000.0] [batch_t 0.225 (0.236)] [data_t 0.010] [optim_t 0.215] [lr 0.001602] [CE 4.345 (4.362)] [KD 3.801 (3.892)] 2024-10-13 15:08:47,796 - Train: 48.14% [602200/1251000] [481.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.219] [lr 0.001602] [CE 4.524 (4.307)] [KD 3.895 (3.854)] 2024-10-13 15:08:59,788 - Train: 48.14% [602250/1251000] [481.4/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.220] [lr 0.001602] [CE 4.081 (4.366)] [KD 3.619 (3.909)] 2024-10-13 15:09:11,816 - Train: 48.15% [602300/1251000] [481.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.001601] [CE 4.266 (4.387)] [KD 3.777 (3.875)] 2024-10-13 15:09:23,743 - Train: 48.15% [602350/1251000] [481.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.010] [optim_t 0.226] [lr 0.001601] [CE 4.366 (4.378)] [KD 3.651 (3.863)] 2024-10-13 15:09:35,824 - Train: 48.15% [602400/1251000] [481.5/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.216] [lr 0.001601] [CE 4.141 (4.419)] [KD 3.847 (3.936)] 2024-10-13 15:09:48,134 - Train: 48.16% [602450/1251000] [481.6/1000.0] [batch_t 0.217 (0.246)] [data_t 0.007] [optim_t 0.210] [lr 0.001601] [CE 4.656 (4.316)] [KD 4.048 (3.864)] 2024-10-13 15:09:59,983 - Train: 48.16% [602500/1251000] [481.6/1000.0] [batch_t 0.227 (0.237)] [data_t 0.007] [optim_t 0.220] [lr 0.001601] [CE 4.761 (4.316)] [KD 3.944 (3.870)] 2024-10-13 15:10:11,790 - Train: 48.17% [602550/1251000] [481.7/1000.0] [batch_t 0.229 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.001601] [CE 4.209 (4.398)] [KD 3.731 (3.898)] 2024-10-13 15:10:24,165 - Train: 48.17% [602600/1251000] [481.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.006] [optim_t 0.232] [lr 0.001600] [CE 4.067 (4.274)] [KD 3.756 (3.876)] 2024-10-13 15:10:36,386 - Train: 48.17% [602650/1251000] [481.7/1000.0] [batch_t 0.228 (0.244)] [data_t 0.010] [optim_t 0.218] [lr 0.001600] [CE 4.379 (4.416)] [KD 3.773 (3.859)] 2024-10-13 15:10:48,415 - Train: 48.18% [602700/1251000] [481.8/1000.0] [batch_t 0.241 (0.240)] [data_t 0.007] [optim_t 0.234] [lr 0.001600] [CE 4.368 (4.341)] [KD 4.170 (3.865)] 2024-10-13 15:11:00,330 - Train: 48.18% [602750/1251000] [481.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.001600] [CE 4.203 (4.356)] [KD 3.588 (3.904)] 2024-10-13 15:11:12,530 - Train: 48.19% [602800/1251000] [481.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001600] [CE 4.615 (4.474)] [KD 4.032 (3.977)] 2024-10-13 15:11:24,531 - Train: 48.19% [602850/1251000] [481.9/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001599] [CE 4.466 (4.352)] [KD 3.964 (3.914)] 2024-10-13 15:11:36,575 - Train: 48.19% [602900/1251000] [481.9/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.001599] [CE 4.380 (4.328)] [KD 3.821 (3.912)] 2024-10-13 15:11:48,352 - Train: 48.20% [602950/1251000] [482.0/1000.0] [batch_t 0.225 (0.235)] [data_t 0.010] [optim_t 0.215] [lr 0.001599] [CE 4.103 (4.395)] [KD 4.108 (3.900)] 2024-10-13 15:12:05,132 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 36657] [top5_cnt 45758] [top_all 50000] 2024-10-13 15:12:05,133 - net: 73.314 (91.516) 2024-10-13 15:12:14,125 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 38877] [top5_cnt 46884] [top_all 50000] 2024-10-13 15:12:14,126 - net_E: 77.754 (93.768) 2024-10-13 15:12:14,311 - Max [top1: 73.730 (epoch: 465)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:12:14,312 - ==> Total time: 1 day, 18:34:07 Eta: 1 day, 21:44:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:12:21,873 - Train: 48.20% [603000/1251000] [482.0/1000.0] [batch_t 0.231 (0.268)] [data_t 0.008] [optim_t 0.223] [lr 0.001599] [CE 3.987 (4.326)] [KD 3.748 (3.823)] 2024-10-13 15:12:34,178 - Train: 48.21% [603050/1251000] [482.1/1000.0] [batch_t 0.221 (0.246)] [data_t 0.010] [optim_t 0.212] [lr 0.001599] [CE 4.042 (4.273)] [KD 3.683 (3.844)] 2024-10-13 15:12:46,163 - Train: 48.21% [603100/1251000] [482.1/1000.0] [batch_t 0.221 (0.240)] [data_t 0.007] [optim_t 0.213] [lr 0.001598] [CE 4.665 (4.470)] [KD 4.020 (3.940)] 2024-10-13 15:12:57,915 - Train: 48.21% [603150/1251000] [482.1/1000.0] [batch_t 0.240 (0.235)] [data_t 0.008] [optim_t 0.232] [lr 0.001598] [CE 4.695 (4.356)] [KD 3.983 (3.876)] 2024-10-13 15:13:09,834 - Train: 48.22% [603200/1251000] [482.2/1000.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.001598] [CE 4.422 (4.325)] [KD 3.797 (3.812)] 2024-10-13 15:13:21,527 - Train: 48.22% [603250/1251000] [482.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.006] [optim_t 0.229] [lr 0.001598] [CE 4.522 (4.365)] [KD 4.137 (3.883)] 2024-10-13 15:13:33,400 - Train: 48.23% [603300/1251000] [482.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.001598] [CE 4.856 (4.345)] [KD 4.037 (3.902)] 2024-10-13 15:13:44,817 - Train: 48.23% [603350/1251000] [482.3/1000.0] [batch_t 0.228 (0.228)] [data_t 0.008] [optim_t 0.219] [lr 0.001598] [CE 3.997 (4.329)] [KD 3.805 (3.845)] 2024-10-13 15:13:56,308 - Train: 48.23% [603400/1251000] [482.3/1000.0] [batch_t 0.231 (0.230)] [data_t 0.007] [optim_t 0.224] [lr 0.001597] [CE 4.349 (4.315)] [KD 4.004 (3.822)] 2024-10-13 15:14:07,777 - Train: 48.24% [603450/1251000] [482.4/1000.0] [batch_t 0.218 (0.229)] [data_t 0.006] [optim_t 0.213] [lr 0.001597] [CE 4.308 (4.308)] [KD 3.835 (3.849)] 2024-10-13 15:14:19,360 - Train: 48.24% [603500/1251000] [482.4/1000.0] [batch_t 0.234 (0.232)] [data_t 0.007] [optim_t 0.226] [lr 0.001597] [CE 4.667 (4.343)] [KD 4.097 (3.841)] 2024-10-13 15:14:30,560 - Train: 48.25% [603550/1251000] [482.5/1000.0] [batch_t 0.219 (0.224)] [data_t 0.010] [optim_t 0.210] [lr 0.001597] [CE 3.867 (4.336)] [KD 3.655 (3.899)] 2024-10-13 15:14:42,139 - Train: 48.25% [603600/1251000] [482.5/1000.0] [batch_t 0.215 (0.231)] [data_t 0.010] [optim_t 0.205] [lr 0.001597] [CE 4.177 (4.393)] [KD 3.420 (3.905)] 2024-10-13 15:14:53,366 - Train: 48.25% [603650/1251000] [482.5/1000.0] [batch_t 0.215 (0.224)] [data_t 0.010] [optim_t 0.205] [lr 0.001596] [CE 4.035 (4.353)] [KD 3.687 (3.903)] 2024-10-13 15:15:04,863 - Train: 48.26% [603700/1251000] [482.6/1000.0] [batch_t 0.216 (0.230)] [data_t 0.008] [optim_t 0.208] [lr 0.001596] [CE 4.496 (4.287)] [KD 3.963 (3.874)] 2024-10-13 15:15:16,051 - Train: 48.26% [603750/1251000] [482.6/1000.0] [batch_t 0.222 (0.224)] [data_t 0.009] [optim_t 0.213] [lr 0.001596] [CE 3.818 (4.334)] [KD 3.467 (3.851)] 2024-10-13 15:15:27,378 - Train: 48.27% [603800/1251000] [482.7/1000.0] [batch_t 0.227 (0.226)] [data_t 0.009] [optim_t 0.218] [lr 0.001596] [CE 4.413 (4.296)] [KD 4.110 (3.871)] 2024-10-13 15:15:39,121 - Train: 48.27% [603850/1251000] [482.7/1000.0] [batch_t 0.222 (0.235)] [data_t 0.009] [optim_t 0.213] [lr 0.001596] [CE 4.158 (4.382)] [KD 3.610 (3.894)] 2024-10-13 15:15:50,767 - Train: 48.27% [603900/1251000] [482.7/1000.0] [batch_t 0.215 (0.233)] [data_t 0.007] [optim_t 0.208] [lr 0.001596] [CE 4.660 (4.349)] [KD 4.112 (3.866)] 2024-10-13 15:16:02,431 - Train: 48.28% [603950/1251000] [482.8/1000.0] [batch_t 0.235 (0.233)] [data_t 0.008] [optim_t 0.228] [lr 0.001595] [CE 4.698 (4.392)] [KD 4.153 (3.945)] 2024-10-13 15:16:14,141 - Train: 48.28% [604000/1251000] [482.8/1000.0] [batch_t 0.219 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.001595] [CE 4.105 (4.333)] [KD 3.886 (3.891)] 2024-10-13 15:16:25,685 - Train: 48.29% [604050/1251000] [482.9/1000.0] [batch_t 0.239 (0.231)] [data_t 0.010] [optim_t 0.229] [lr 0.001595] [CE 4.680 (4.344)] [KD 4.234 (3.888)] 2024-10-13 15:16:37,290 - Train: 48.29% [604100/1251000] [482.9/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.001595] [CE 4.627 (4.397)] [KD 4.035 (3.937)] 2024-10-13 15:16:48,541 - Train: 48.29% [604150/1251000] [482.9/1000.0] [batch_t 0.217 (0.225)] [data_t 0.007] [optim_t 0.210] [lr 0.001595] [CE 4.701 (4.425)] [KD 4.166 (3.980)] 2024-10-13 15:17:00,021 - Train: 48.30% [604200/1251000] [483.0/1000.0] [batch_t 0.223 (0.229)] [data_t 0.007] [optim_t 0.216] [lr 0.001594] [CE 4.328 (4.294)] [KD 4.004 (3.887)] 2024-10-13 15:17:15,326 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.152)] [top1_cnt 36986] [top5_cnt 46007] [top_all 50000] 2024-10-13 15:17:15,326 - net: 73.972 (92.014) 2024-10-13 15:17:23,628 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.151)] [top1_cnt 38889] [top5_cnt 46886] [top_all 50000] 2024-10-13 15:17:23,629 - net_E: 77.778 (93.772) 2024-10-13 15:17:23,845 - Max [top1: 73.972 (epoch: 483)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:17:23,845 - ==> Total time: 1 day, 18:39:16 Eta: 1 day, 21:39:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:17:42,499 - Train: 48.30% [604250/1251000] [483.0/1000.0] [batch_t 0.216 (0.312)] [data_t 0.008] [optim_t 0.207] [lr 0.001594] [CE 4.179 (4.329)] [KD 3.636 (3.814)] 2024-10-13 15:17:54,303 - Train: 48.31% [604300/1251000] [483.1/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.001594] [CE 4.223 (4.354)] [KD 3.775 (3.844)] 2024-10-13 15:18:06,366 - Train: 48.31% [604350/1251000] [483.1/1000.0] [batch_t 0.407 (0.241)] [data_t 0.008] [optim_t 0.399] [lr 0.001594] [CE 4.166 (4.314)] [KD 3.944 (3.877)] 2024-10-13 15:18:17,818 - Train: 48.31% [604400/1251000] [483.1/1000.0] [batch_t 0.216 (0.229)] [data_t 0.009] [optim_t 0.207] [lr 0.001594] [CE 4.859 (4.299)] [KD 4.101 (3.833)] 2024-10-13 15:18:29,200 - Train: 48.32% [604450/1251000] [483.2/1000.0] [batch_t 0.230 (0.228)] [data_t 0.007] [optim_t 0.223] [lr 0.001593] [CE 4.298 (4.440)] [KD 3.801 (3.939)] 2024-10-13 15:18:40,962 - Train: 48.32% [604500/1251000] [483.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.010] [optim_t 0.224] [lr 0.001593] [CE 4.283 (4.358)] [KD 3.991 (3.839)] 2024-10-13 15:18:52,763 - Train: 48.33% [604550/1251000] [483.3/1000.0] [batch_t 0.237 (0.236)] [data_t 0.008] [optim_t 0.229] [lr 0.001593] [CE 4.241 (4.277)] [KD 4.015 (3.847)] 2024-10-13 15:19:04,414 - Train: 48.33% [604600/1251000] [483.3/1000.0] [batch_t 0.229 (0.233)] [data_t 0.010] [optim_t 0.219] [lr 0.001593] [CE 3.955 (4.372)] [KD 3.663 (3.887)] 2024-10-13 15:19:16,241 - Train: 48.33% [604650/1251000] [483.3/1000.0] [batch_t 0.211 (0.236)] [data_t 0.007] [optim_t 0.204] [lr 0.001593] [CE 4.523 (4.305)] [KD 4.043 (3.822)] 2024-10-13 15:19:27,775 - Train: 48.34% [604700/1251000] [483.4/1000.0] [batch_t 0.208 (0.231)] [data_t 0.007] [optim_t 0.201] [lr 0.001593] [CE 4.442 (4.375)] [KD 3.897 (3.898)] 2024-10-13 15:19:39,107 - Train: 48.34% [604750/1251000] [483.4/1000.0] [batch_t 0.235 (0.226)] [data_t 0.008] [optim_t 0.226] [lr 0.001592] [CE 4.560 (4.339)] [KD 3.840 (3.856)] 2024-10-13 15:19:50,700 - Train: 48.35% [604800/1251000] [483.5/1000.0] [batch_t 0.226 (0.232)] [data_t 0.007] [optim_t 0.219] [lr 0.001592] [CE 4.224 (4.315)] [KD 3.805 (3.829)] 2024-10-13 15:20:02,436 - Train: 48.35% [604850/1251000] [483.5/1000.0] [batch_t 0.382 (0.235)] [data_t 0.008] [optim_t 0.374] [lr 0.001592] [CE 4.676 (4.397)] [KD 4.105 (3.896)] 2024-10-13 15:20:14,227 - Train: 48.35% [604900/1251000] [483.5/1000.0] [batch_t 0.219 (0.236)] [data_t 0.008] [optim_t 0.210] [lr 0.001592] [CE 4.442 (4.361)] [KD 3.774 (3.953)] 2024-10-13 15:20:25,753 - Train: 48.36% [604950/1251000] [483.6/1000.0] [batch_t 0.214 (0.230)] [data_t 0.010] [optim_t 0.204] [lr 0.001592] [CE 4.141 (4.287)] [KD 3.723 (3.836)] 2024-10-13 15:20:37,170 - Train: 48.36% [605000/1251000] [483.6/1000.0] [batch_t 0.230 (0.228)] [data_t 0.008] [optim_t 0.222] [lr 0.001591] [CE 4.398 (4.237)] [KD 3.767 (3.844)] 2024-10-13 15:20:48,818 - Train: 48.37% [605050/1251000] [483.7/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.001591] [CE 4.546 (4.287)] [KD 3.919 (3.864)] 2024-10-13 15:21:00,456 - Train: 48.37% [605100/1251000] [483.7/1000.0] [batch_t 0.230 (0.233)] [data_t 0.010] [optim_t 0.220] [lr 0.001591] [CE 4.185 (4.368)] [KD 4.048 (3.931)] 2024-10-13 15:21:12,182 - Train: 48.37% [605150/1251000] [483.7/1000.0] [batch_t 0.226 (0.234)] [data_t 0.011] [optim_t 0.215] [lr 0.001591] [CE 4.796 (4.321)] [KD 4.149 (3.835)] 2024-10-13 15:21:23,951 - Train: 48.38% [605200/1251000] [483.8/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001591] [CE 4.746 (4.342)] [KD 4.082 (3.872)] 2024-10-13 15:21:36,056 - Train: 48.38% [605250/1251000] [483.8/1000.0] [batch_t 0.222 (0.242)] [data_t 0.009] [optim_t 0.212] [lr 0.001590] [CE 4.485 (4.395)] [KD 3.954 (3.853)] 2024-10-13 15:21:47,722 - Train: 48.39% [605300/1251000] [483.9/1000.0] [batch_t 0.214 (0.233)] [data_t 0.007] [optim_t 0.207] [lr 0.001590] [CE 4.072 (4.313)] [KD 3.740 (3.856)] 2024-10-13 15:21:59,023 - Train: 48.39% [605350/1251000] [483.9/1000.0] [batch_t 0.216 (0.226)] [data_t 0.007] [optim_t 0.209] [lr 0.001590] [CE 5.075 (4.341)] [KD 4.236 (3.868)] 2024-10-13 15:22:10,812 - Train: 48.39% [605400/1251000] [483.9/1000.0] [batch_t 0.374 (0.236)] [data_t 0.008] [optim_t 0.366] [lr 0.001590] [CE 4.409 (4.310)] [KD 3.972 (3.900)] 2024-10-13 15:22:22,108 - Train: 48.40% [605450/1251000] [484.0/1000.0] [batch_t 0.234 (0.226)] [data_t 0.009] [optim_t 0.225] [lr 0.001590] [CE 4.382 (4.383)] [KD 4.126 (3.888)] 2024-10-13 15:22:37,926 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.154)] [top1_cnt 36758] [top5_cnt 45936] [top_all 50000] 2024-10-13 15:22:37,927 - net: 73.516 (91.872) 2024-10-13 15:22:46,800 - Test (net_E): 100.00% [50/50] [batch_t 0.419 (0.161)] [top1_cnt 38876] [top5_cnt 46910] [top_all 50000] 2024-10-13 15:22:46,801 - net_E: 77.752 (93.820) 2024-10-13 15:22:47,020 - Max [top1: 73.972 (epoch: 483)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:22:47,021 - ==> Total time: 1 day, 18:44:39 Eta: 1 day, 21:34:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:22:54,543 - Train: 48.40% [605500/1251000] [484.0/1000.0] [batch_t 0.223 (0.281)] [data_t 0.007] [optim_t 0.216] [lr 0.001590] [CE 4.296 (4.360)] [KD 3.793 (3.829)] 2024-10-13 15:23:06,102 - Train: 48.41% [605550/1251000] [484.1/1000.0] [batch_t 0.228 (0.231)] [data_t 0.010] [optim_t 0.218] [lr 0.001589] [CE 4.234 (4.293)] [KD 3.851 (3.748)] 2024-10-13 15:23:17,670 - Train: 48.41% [605600/1251000] [484.1/1000.0] [batch_t 0.225 (0.231)] [data_t 0.008] [optim_t 0.216] [lr 0.001589] [CE 4.359 (4.354)] [KD 3.806 (3.854)] 2024-10-13 15:23:29,919 - Train: 48.41% [605650/1251000] [484.1/1000.0] [batch_t 0.221 (0.245)] [data_t 0.007] [optim_t 0.214] [lr 0.001589] [CE 4.501 (4.332)] [KD 4.130 (3.896)] 2024-10-13 15:23:41,349 - Train: 48.42% [605700/1251000] [484.2/1000.0] [batch_t 0.225 (0.228)] [data_t 0.008] [optim_t 0.217] [lr 0.001589] [CE 4.149 (4.363)] [KD 3.772 (3.861)] 2024-10-13 15:23:52,956 - Train: 48.42% [605750/1251000] [484.2/1000.0] [batch_t 0.216 (0.232)] [data_t 0.008] [optim_t 0.208] [lr 0.001589] [CE 4.550 (4.403)] [KD 3.799 (3.851)] 2024-10-13 15:24:04,562 - Train: 48.43% [605800/1251000] [484.3/1000.0] [batch_t 0.223 (0.232)] [data_t 0.007] [optim_t 0.216] [lr 0.001588] [CE 4.280 (4.261)] [KD 3.583 (3.804)] 2024-10-13 15:24:16,169 - Train: 48.43% [605850/1251000] [484.3/1000.0] [batch_t 0.221 (0.232)] [data_t 0.007] [optim_t 0.214] [lr 0.001588] [CE 4.424 (4.407)] [KD 3.767 (3.885)] 2024-10-13 15:24:27,628 - Train: 48.43% [605900/1251000] [484.3/1000.0] [batch_t 0.214 (0.229)] [data_t 0.008] [optim_t 0.207] [lr 0.001588] [CE 4.779 (4.331)] [KD 3.728 (3.836)] 2024-10-13 15:24:39,763 - Train: 48.44% [605950/1251000] [484.4/1000.0] [batch_t 0.434 (0.243)] [data_t 0.008] [optim_t 0.426] [lr 0.001588] [CE 4.337 (4.364)] [KD 3.742 (3.838)] 2024-10-13 15:24:50,930 - Train: 48.44% [606000/1251000] [484.4/1000.0] [batch_t 0.213 (0.223)] [data_t 0.008] [optim_t 0.206] [lr 0.001588] [CE 4.149 (4.408)] [KD 3.677 (3.822)] 2024-10-13 15:25:02,255 - Train: 48.45% [606050/1251000] [484.5/1000.0] [batch_t 0.233 (0.226)] [data_t 0.006] [optim_t 0.226] [lr 0.001588] [CE 4.025 (4.303)] [KD 3.541 (3.831)] 2024-10-13 15:25:13,793 - Train: 48.45% [606100/1251000] [484.5/1000.0] [batch_t 0.211 (0.231)] [data_t 0.008] [optim_t 0.203] [lr 0.001587] [CE 3.947 (4.296)] [KD 3.694 (3.809)] 2024-10-13 15:25:25,287 - Train: 48.45% [606150/1251000] [484.5/1000.0] [batch_t 0.218 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.001587] [CE 4.369 (4.328)] [KD 3.862 (3.886)] 2024-10-13 15:25:36,727 - Train: 48.46% [606200/1251000] [484.6/1000.0] [batch_t 0.220 (0.229)] [data_t 0.008] [optim_t 0.212] [lr 0.001587] [CE 4.454 (4.365)] [KD 3.927 (3.884)] 2024-10-13 15:25:48,332 - Train: 48.46% [606250/1251000] [484.6/1000.0] [batch_t 0.383 (0.232)] [data_t 0.008] [optim_t 0.375] [lr 0.001587] [CE 4.392 (4.355)] [KD 4.009 (3.882)] 2024-10-13 15:25:59,698 - Train: 48.47% [606300/1251000] [484.7/1000.0] [batch_t 0.218 (0.227)] [data_t 0.010] [optim_t 0.207] [lr 0.001587] [CE 4.373 (4.303)] [KD 3.785 (3.828)] 2024-10-13 15:26:11,431 - Train: 48.47% [606350/1251000] [484.7/1000.0] [batch_t 0.218 (0.235)] [data_t 0.008] [optim_t 0.210] [lr 0.001586] [CE 4.207 (4.349)] [KD 3.913 (3.897)] 2024-10-13 15:26:22,789 - Train: 48.47% [606400/1251000] [484.7/1000.0] [batch_t 0.222 (0.227)] [data_t 0.007] [optim_t 0.215] [lr 0.001586] [CE 4.152 (4.388)] [KD 3.836 (3.867)] 2024-10-13 15:26:34,456 - Train: 48.48% [606450/1251000] [484.8/1000.0] [batch_t 0.217 (0.233)] [data_t 0.009] [optim_t 0.208] [lr 0.001586] [CE 4.637 (4.323)] [KD 4.086 (3.882)] 2024-10-13 15:26:45,856 - Train: 48.48% [606500/1251000] [484.8/1000.0] [batch_t 0.215 (0.228)] [data_t 0.010] [optim_t 0.205] [lr 0.001586] [CE 4.245 (4.308)] [KD 4.080 (3.916)] 2024-10-13 15:26:57,269 - Train: 48.49% [606550/1251000] [484.9/1000.0] [batch_t 0.506 (0.228)] [data_t 0.006] [optim_t 0.500] [lr 0.001586] [CE 3.566 (4.357)] [KD 3.497 (3.898)] 2024-10-13 15:27:08,780 - Train: 48.49% [606600/1251000] [484.9/1000.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.221] [lr 0.001585] [CE 4.141 (4.374)] [KD 3.890 (3.884)] 2024-10-13 15:27:20,502 - Train: 48.49% [606650/1251000] [484.9/1000.0] [batch_t 0.220 (0.234)] [data_t 0.009] [optim_t 0.211] [lr 0.001585] [CE 4.818 (4.322)] [KD 3.870 (3.818)] 2024-10-13 15:27:31,571 - Train: 48.50% [606700/1251000] [485.0/1000.0] [batch_t 0.209 (0.221)] [data_t 0.009] [optim_t 0.200] [lr 0.001585] [CE 4.312 (4.357)] [KD 3.819 (3.896)] 2024-10-13 15:27:48,368 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 36842] [top5_cnt 45869] [top_all 50000] 2024-10-13 15:27:48,368 - net: 73.684 (91.738) 2024-10-13 15:27:56,762 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.152)] [top1_cnt 38870] [top5_cnt 46889] [top_all 50000] 2024-10-13 15:27:56,762 - net_E: 77.740 (93.778) 2024-10-13 15:27:56,971 - Max [top1: 73.972 (epoch: 483)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:27:56,971 - ==> Total time: 1 day, 18:49:49 Eta: 1 day, 21:28:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:28:03,985 - Train: 48.50% [606750/1251000] [485.0/1000.0] [batch_t 0.218 (0.286)] [data_t 0.009] [optim_t 0.209] [lr 0.001585] [CE 4.402 (4.325)] [KD 3.932 (3.838)] 2024-10-13 15:28:15,675 - Train: 48.51% [606800/1251000] [485.1/1000.0] [batch_t 0.259 (0.234)] [data_t 0.010] [optim_t 0.250] [lr 0.001585] [CE 3.782 (4.246)] [KD 3.563 (3.813)] 2024-10-13 15:28:27,380 - Train: 48.51% [606850/1251000] [485.1/1000.0] [batch_t 0.213 (0.233)] [data_t 0.006] [optim_t 0.207] [lr 0.001585] [CE 3.970 (4.290)] [KD 3.705 (3.768)] 2024-10-13 15:28:39,061 - Train: 48.51% [606900/1251000] [485.1/1000.0] [batch_t 0.215 (0.233)] [data_t 0.009] [optim_t 0.206] [lr 0.001584] [CE 4.257 (4.327)] [KD 3.922 (3.815)] 2024-10-13 15:28:50,214 - Train: 48.52% [606950/1251000] [485.2/1000.0] [batch_t 0.213 (0.223)] [data_t 0.009] [optim_t 0.204] [lr 0.001584] [CE 4.429 (4.343)] [KD 3.962 (3.810)] 2024-10-13 15:29:01,880 - Train: 48.52% [607000/1251000] [485.2/1000.0] [batch_t 0.231 (0.233)] [data_t 0.010] [optim_t 0.221] [lr 0.001584] [CE 3.893 (4.313)] [KD 3.785 (3.797)] 2024-10-13 15:29:13,422 - Train: 48.53% [607050/1251000] [485.3/1000.0] [batch_t 0.229 (0.231)] [data_t 0.008] [optim_t 0.221] [lr 0.001584] [CE 3.582 (4.345)] [KD 3.424 (3.871)] 2024-10-13 15:29:25,370 - Train: 48.53% [607100/1251000] [485.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001584] [CE 4.657 (4.343)] [KD 4.096 (3.858)] 2024-10-13 15:29:36,918 - Train: 48.53% [607150/1251000] [485.3/1000.0] [batch_t 0.211 (0.231)] [data_t 0.006] [optim_t 0.205] [lr 0.001583] [CE 4.474 (4.273)] [KD 3.937 (3.810)] 2024-10-13 15:29:48,565 - Train: 48.54% [607200/1251000] [485.4/1000.0] [batch_t 0.223 (0.233)] [data_t 0.010] [optim_t 0.212] [lr 0.001583] [CE 4.329 (4.468)] [KD 3.639 (3.877)] 2024-10-13 15:29:59,659 - Train: 48.54% [607250/1251000] [485.4/1000.0] [batch_t 0.228 (0.222)] [data_t 0.007] [optim_t 0.221] [lr 0.001583] [CE 4.876 (4.358)] [KD 4.274 (3.963)] 2024-10-13 15:30:11,785 - Train: 48.55% [607300/1251000] [485.5/1000.0] [batch_t 0.216 (0.242)] [data_t 0.009] [optim_t 0.207] [lr 0.001583] [CE 4.672 (4.376)] [KD 3.873 (3.836)] 2024-10-13 15:30:23,142 - Train: 48.55% [607350/1251000] [485.5/1000.0] [batch_t 0.225 (0.227)] [data_t 0.007] [optim_t 0.218] [lr 0.001583] [CE 4.154 (4.281)] [KD 3.752 (3.773)] 2024-10-13 15:30:34,281 - Train: 48.55% [607400/1251000] [485.5/1000.0] [batch_t 0.216 (0.223)] [data_t 0.010] [optim_t 0.206] [lr 0.001582] [CE 4.357 (4.337)] [KD 3.746 (3.866)] 2024-10-13 15:30:45,963 - Train: 48.56% [607450/1251000] [485.6/1000.0] [batch_t 0.216 (0.234)] [data_t 0.008] [optim_t 0.208] [lr 0.001582] [CE 4.479 (4.372)] [KD 3.854 (3.847)] 2024-10-13 15:30:57,482 - Train: 48.56% [607500/1251000] [485.6/1000.0] [batch_t 0.223 (0.230)] [data_t 0.007] [optim_t 0.216] [lr 0.001582] [CE 4.056 (4.330)] [KD 3.894 (3.921)] 2024-10-13 15:31:08,799 - Train: 48.57% [607550/1251000] [485.7/1000.0] [batch_t 0.222 (0.226)] [data_t 0.007] [optim_t 0.214] [lr 0.001582] [CE 4.045 (4.392)] [KD 3.750 (3.880)] 2024-10-13 15:31:20,227 - Train: 48.57% [607600/1251000] [485.7/1000.0] [batch_t 0.212 (0.228)] [data_t 0.009] [optim_t 0.203] [lr 0.001582] [CE 4.475 (4.306)] [KD 4.072 (3.870)] 2024-10-13 15:31:31,544 - Train: 48.57% [607650/1251000] [485.7/1000.0] [batch_t 0.236 (0.226)] [data_t 0.010] [optim_t 0.227] [lr 0.001582] [CE 4.306 (4.330)] [KD 3.924 (3.842)] 2024-10-13 15:31:42,980 - Train: 48.58% [607700/1251000] [485.8/1000.0] [batch_t 0.220 (0.229)] [data_t 0.009] [optim_t 0.210] [lr 0.001581] [CE 4.644 (4.410)] [KD 4.224 (3.878)] 2024-10-13 15:31:54,695 - Train: 48.58% [607750/1251000] [485.8/1000.0] [batch_t 0.388 (0.234)] [data_t 0.007] [optim_t 0.381] [lr 0.001581] [CE 4.485 (4.288)] [KD 3.792 (3.827)] 2024-10-13 15:32:06,229 - Train: 48.59% [607800/1251000] [485.9/1000.0] [batch_t 0.235 (0.231)] [data_t 0.010] [optim_t 0.224] [lr 0.001581] [CE 4.094 (4.266)] [KD 3.895 (3.803)] 2024-10-13 15:32:17,842 - Train: 48.59% [607850/1251000] [485.9/1000.0] [batch_t 0.218 (0.232)] [data_t 0.010] [optim_t 0.209] [lr 0.001581] [CE 4.690 (4.332)] [KD 3.821 (3.870)] 2024-10-13 15:32:29,313 - Train: 48.59% [607900/1251000] [485.9/1000.0] [batch_t 0.219 (0.229)] [data_t 0.009] [optim_t 0.210] [lr 0.001581] [CE 4.208 (4.379)] [KD 3.770 (3.845)] 2024-10-13 15:32:40,650 - Train: 48.60% [607950/1251000] [486.0/1000.0] [batch_t 0.219 (0.227)] [data_t 0.007] [optim_t 0.211] [lr 0.001580] [CE 3.992 (4.425)] [KD 3.639 (3.877)] 2024-10-13 15:32:57,775 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 36805] [top5_cnt 45919] [top_all 50000] 2024-10-13 15:32:57,776 - net: 73.610 (91.838) 2024-10-13 15:33:06,725 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 38896] [top5_cnt 46898] [top_all 50000] 2024-10-13 15:33:06,725 - net_E: 77.792 (93.796) 2024-10-13 15:33:06,944 - Max [top1: 73.972 (epoch: 483)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:33:06,945 - ==> Total time: 1 day, 18:54:59 Eta: 1 day, 21:23:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:33:13,615 - Train: 48.60% [608000/1251000] [486.0/1000.0] [batch_t 0.249 (0.270)] [data_t 0.008] [optim_t 0.242] [lr 0.001580] [CE 4.310 (4.100)] [KD 3.908 (3.690)] 2024-10-13 15:33:25,327 - Train: 48.61% [608050/1251000] [486.1/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.001580] [CE 4.622 (4.332)] [KD 4.242 (3.814)] 2024-10-13 15:33:37,647 - Train: 48.61% [608100/1251000] [486.1/1000.0] [batch_t 0.409 (0.246)] [data_t 0.010] [optim_t 0.399] [lr 0.001580] [CE 4.680 (4.298)] [KD 3.825 (3.837)] 2024-10-13 15:33:49,013 - Train: 48.61% [608150/1251000] [486.1/1000.0] [batch_t 0.231 (0.227)] [data_t 0.008] [optim_t 0.223] [lr 0.001580] [CE 4.262 (4.286)] [KD 3.898 (3.804)] 2024-10-13 15:34:00,573 - Train: 48.62% [608200/1251000] [486.2/1000.0] [batch_t 0.216 (0.231)] [data_t 0.006] [optim_t 0.210] [lr 0.001579] [CE 5.091 (4.315)] [KD 4.123 (3.822)] 2024-10-13 15:34:12,047 - Train: 48.62% [608250/1251000] [486.2/1000.0] [batch_t 0.228 (0.229)] [data_t 0.008] [optim_t 0.220] [lr 0.001579] [CE 4.216 (4.332)] [KD 3.765 (3.848)] 2024-10-13 15:34:24,046 - Train: 48.63% [608300/1251000] [486.3/1000.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.001579] [CE 3.998 (4.381)] [KD 3.685 (3.862)] 2024-10-13 15:34:35,666 - Train: 48.63% [608350/1251000] [486.3/1000.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.001579] [CE 5.010 (4.368)] [KD 4.281 (3.900)] 2024-10-13 15:34:47,304 - Train: 48.63% [608400/1251000] [486.3/1000.0] [batch_t 0.220 (0.233)] [data_t 0.008] [optim_t 0.212] [lr 0.001579] [CE 3.934 (4.411)] [KD 3.858 (3.892)] 2024-10-13 15:34:59,315 - Train: 48.64% [608450/1251000] [486.4/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.001579] [CE 4.323 (4.379)] [KD 3.767 (3.895)] 2024-10-13 15:35:11,594 - Train: 48.64% [608500/1251000] [486.4/1000.0] [batch_t 0.214 (0.245)] [data_t 0.007] [optim_t 0.207] [lr 0.001578] [CE 4.597 (4.284)] [KD 4.060 (3.820)] 2024-10-13 15:35:23,415 - Train: 48.65% [608550/1251000] [486.5/1000.0] [batch_t 0.220 (0.236)] [data_t 0.006] [optim_t 0.214] [lr 0.001578] [CE 4.514 (4.390)] [KD 4.018 (3.896)] 2024-10-13 15:35:35,187 - Train: 48.65% [608600/1251000] [486.5/1000.0] [batch_t 0.221 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.001578] [CE 3.753 (4.333)] [KD 3.610 (3.845)] 2024-10-13 15:35:47,006 - Train: 48.65% [608650/1251000] [486.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.010] [optim_t 0.224] [lr 0.001578] [CE 4.423 (4.316)] [KD 3.908 (3.851)] 2024-10-13 15:35:59,023 - Train: 48.66% [608700/1251000] [486.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.001578] [CE 4.800 (4.364)] [KD 3.948 (3.899)] 2024-10-13 15:36:10,933 - Train: 48.66% [608750/1251000] [486.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.006] [optim_t 0.233] [lr 0.001577] [CE 4.606 (4.313)] [KD 4.080 (3.865)] 2024-10-13 15:36:22,975 - Train: 48.67% [608800/1251000] [486.7/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.001577] [CE 4.272 (4.341)] [KD 3.648 (3.907)] 2024-10-13 15:36:34,827 - Train: 48.67% [608850/1251000] [486.7/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.231] [lr 0.001577] [CE 4.456 (4.340)] [KD 3.892 (3.839)] 2024-10-13 15:36:47,105 - Train: 48.67% [608900/1251000] [486.7/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.224] [lr 0.001577] [CE 3.914 (4.315)] [KD 3.604 (3.896)] 2024-10-13 15:36:59,264 - Train: 48.68% [608950/1251000] [486.8/1000.0] [batch_t 0.212 (0.243)] [data_t 0.007] [optim_t 0.205] [lr 0.001577] [CE 3.943 (4.267)] [KD 3.457 (3.768)] 2024-10-13 15:37:11,063 - Train: 48.68% [609000/1251000] [486.8/1000.0] [batch_t 0.231 (0.236)] [data_t 0.008] [optim_t 0.223] [lr 0.001577] [CE 4.343 (4.349)] [KD 4.034 (3.879)] 2024-10-13 15:37:22,683 - Train: 48.69% [609050/1251000] [486.9/1000.0] [batch_t 0.224 (0.232)] [data_t 0.007] [optim_t 0.217] [lr 0.001576] [CE 4.212 (4.313)] [KD 3.938 (3.810)] 2024-10-13 15:37:35,359 - Train: 48.69% [609100/1251000] [486.9/1000.0] [batch_t 0.440 (0.253)] [data_t 0.009] [optim_t 0.432] [lr 0.001576] [CE 4.985 (4.328)] [KD 4.062 (3.851)] 2024-10-13 15:37:46,951 - Train: 48.69% [609150/1251000] [486.9/1000.0] [batch_t 0.229 (0.232)] [data_t 0.008] [optim_t 0.220] [lr 0.001576] [CE 4.129 (4.389)] [KD 3.894 (3.905)] 2024-10-13 15:37:58,692 - Train: 48.70% [609200/1251000] [487.0/1000.0] [batch_t 0.242 (0.235)] [data_t 0.008] [optim_t 0.234] [lr 0.001576] [CE 4.416 (4.416)] [KD 4.009 (3.914)] 2024-10-13 15:38:15,144 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.152)] [top1_cnt 36744] [top5_cnt 45909] [top_all 50000] 2024-10-13 15:38:15,145 - net: 73.488 (91.818) 2024-10-13 15:38:24,546 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.171)] [top1_cnt 38921] [top5_cnt 46886] [top_all 50000] 2024-10-13 15:38:24,547 - net_E: 77.842 (93.772) 2024-10-13 15:38:24,791 - Max [top1: 73.972 (epoch: 483)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:38:24,791 - ==> Total time: 1 day, 19:00:17 Eta: 1 day, 21:18:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:38:31,930 - Train: 48.70% [609250/1251000] [487.0/1000.0] [batch_t 0.220 (0.322)] [data_t 0.009] [optim_t 0.211] [lr 0.001576] [CE 4.066 (4.272)] [KD 3.791 (3.740)] 2024-10-13 15:38:43,976 - Train: 48.71% [609300/1251000] [487.1/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001575] [CE 4.347 (4.311)] [KD 4.006 (3.820)] 2024-10-13 15:38:56,048 - Train: 48.71% [609350/1251000] [487.1/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.001575] [CE 4.116 (4.350)] [KD 3.798 (3.767)] 2024-10-13 15:39:07,875 - Train: 48.71% [609400/1251000] [487.1/1000.0] [batch_t 0.230 (0.236)] [data_t 0.008] [optim_t 0.223] [lr 0.001575] [CE 3.956 (4.308)] [KD 3.606 (3.824)] 2024-10-13 15:39:19,754 - Train: 48.72% [609450/1251000] [487.2/1000.0] [batch_t 0.234 (0.237)] [data_t 0.008] [optim_t 0.227] [lr 0.001575] [CE 3.830 (4.389)] [KD 3.635 (3.808)] 2024-10-13 15:39:31,902 - Train: 48.72% [609500/1251000] [487.2/1000.0] [batch_t 0.238 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.001575] [CE 4.300 (4.253)] [KD 3.903 (3.827)] 2024-10-13 15:39:43,777 - Train: 48.73% [609550/1251000] [487.3/1000.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.001574] [CE 4.103 (4.318)] [KD 3.603 (3.795)] 2024-10-13 15:39:55,521 - Train: 48.73% [609600/1251000] [487.3/1000.0] [batch_t 0.211 (0.235)] [data_t 0.007] [optim_t 0.204] [lr 0.001574] [CE 4.425 (4.455)] [KD 4.034 (3.906)] 2024-10-13 15:40:07,711 - Train: 48.73% [609650/1251000] [487.3/1000.0] [batch_t 0.221 (0.244)] [data_t 0.007] [optim_t 0.215] [lr 0.001574] [CE 4.135 (4.399)] [KD 3.775 (3.890)] 2024-10-13 15:40:20,223 - Train: 48.74% [609700/1251000] [487.4/1000.0] [batch_t 0.209 (0.250)] [data_t 0.008] [optim_t 0.201] [lr 0.001574] [CE 4.700 (4.307)] [KD 4.024 (3.880)] 2024-10-13 15:40:31,790 - Train: 48.74% [609750/1251000] [487.4/1000.0] [batch_t 0.238 (0.231)] [data_t 0.008] [optim_t 0.230] [lr 0.001574] [CE 4.485 (4.268)] [KD 3.816 (3.831)] 2024-10-13 15:40:43,506 - Train: 48.75% [609800/1251000] [487.5/1000.0] [batch_t 0.243 (0.234)] [data_t 0.009] [optim_t 0.234] [lr 0.001574] [CE 4.183 (4.312)] [KD 3.897 (3.774)] 2024-10-13 15:40:55,507 - Train: 48.75% [609850/1251000] [487.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.001573] [CE 4.182 (4.357)] [KD 3.730 (3.806)] 2024-10-13 15:41:07,747 - Train: 48.75% [609900/1251000] [487.5/1000.0] [batch_t 0.218 (0.245)] [data_t 0.007] [optim_t 0.211] [lr 0.001573] [CE 4.074 (4.299)] [KD 3.701 (3.872)] 2024-10-13 15:41:19,540 - Train: 48.76% [609950/1251000] [487.6/1000.0] [batch_t 0.239 (0.236)] [data_t 0.008] [optim_t 0.231] [lr 0.001573] [CE 4.237 (4.259)] [KD 4.001 (3.879)] 2024-10-13 15:41:31,275 - Train: 48.76% [610000/1251000] [487.6/1000.0] [batch_t 0.222 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.001573] [CE 4.558 (4.366)] [KD 3.849 (3.896)] 2024-10-13 15:41:42,713 - Train: 48.76% [610050/1251000] [487.6/1000.0] [batch_t 0.217 (0.229)] [data_t 0.008] [optim_t 0.209] [lr 0.001573] [CE 4.334 (4.280)] [KD 3.769 (3.830)] 2024-10-13 15:41:54,459 - Train: 48.77% [610100/1251000] [487.7/1000.0] [batch_t 0.204 (0.235)] [data_t 0.006] [optim_t 0.197] [lr 0.001572] [CE 4.418 (4.488)] [KD 3.942 (3.947)] 2024-10-13 15:42:06,280 - Train: 48.77% [610150/1251000] [487.7/1000.0] [batch_t 0.238 (0.236)] [data_t 0.008] [optim_t 0.230] [lr 0.001572] [CE 4.459 (4.314)] [KD 4.206 (3.853)] 2024-10-13 15:42:17,962 - Train: 48.78% [610200/1251000] [487.8/1000.0] [batch_t 0.246 (0.233)] [data_t 0.010] [optim_t 0.237] [lr 0.001572] [CE 4.581 (4.401)] [KD 3.890 (3.871)] 2024-10-13 15:42:29,926 - Train: 48.78% [610250/1251000] [487.8/1000.0] [batch_t 0.226 (0.239)] [data_t 0.006] [optim_t 0.219] [lr 0.001572] [CE 3.940 (4.311)] [KD 3.575 (3.813)] 2024-10-13 15:42:42,549 - Train: 48.78% [610300/1251000] [487.8/1000.0] [batch_t 0.478 (0.252)] [data_t 0.009] [optim_t 0.469] [lr 0.001572] [CE 4.645 (4.341)] [KD 4.099 (3.918)] 2024-10-13 15:42:53,935 - Train: 48.79% [610350/1251000] [487.9/1000.0] [batch_t 0.223 (0.228)] [data_t 0.007] [optim_t 0.216] [lr 0.001571] [CE 4.767 (4.389)] [KD 4.245 (3.916)] 2024-10-13 15:43:05,372 - Train: 48.79% [610400/1251000] [487.9/1000.0] [batch_t 0.255 (0.229)] [data_t 0.009] [optim_t 0.246] [lr 0.001571] [CE 4.541 (4.300)] [KD 4.190 (3.820)] 2024-10-13 15:43:17,748 - Train: 48.80% [610450/1251000] [488.0/1000.0] [batch_t 0.224 (0.247)] [data_t 0.008] [optim_t 0.216] [lr 0.001571] [CE 4.522 (4.367)] [KD 4.237 (3.882)] 2024-10-13 15:43:36,189 - Test (net): 100.00% [50/50] [batch_t 0.161 (0.182)] [top1_cnt 36820] [top5_cnt 45949] [top_all 50000] 2024-10-13 15:43:36,189 - net: 73.640 (91.898) 2024-10-13 15:43:45,987 - Test (net_E): 100.00% [50/50] [batch_t 0.264 (0.179)] [top1_cnt 38926] [top5_cnt 46917] [top_all 50000] 2024-10-13 15:43:45,987 - net_E: 77.852 (93.834) 2024-10-13 15:43:46,205 - Max [top1: 73.972 (epoch: 483)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:43:46,206 - ==> Total time: 1 day, 19:05:39 Eta: 1 day, 21:12:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:43:52,846 - Train: 48.80% [610500/1251000] [488.0/1000.0] [batch_t 0.239 (0.278)] [data_t 0.007] [optim_t 0.231] [lr 0.001571] [CE 4.281 (4.300)] [KD 3.698 (3.744)] 2024-10-13 15:44:04,339 - Train: 48.80% [610550/1251000] [488.0/1000.0] [batch_t 0.222 (0.230)] [data_t 0.011] [optim_t 0.212] [lr 0.001571] [CE 3.877 (4.358)] [KD 3.630 (3.843)] 2024-10-13 15:44:16,032 - Train: 48.81% [610600/1251000] [488.1/1000.0] [batch_t 0.245 (0.234)] [data_t 0.009] [optim_t 0.236] [lr 0.001571] [CE 4.416 (4.348)] [KD 3.656 (3.795)] 2024-10-13 15:44:27,999 - Train: 48.81% [610650/1251000] [488.1/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.001570] [CE 3.915 (4.344)] [KD 3.820 (3.770)] 2024-10-13 15:44:39,813 - Train: 48.82% [610700/1251000] [488.2/1000.0] [batch_t 0.223 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.001570] [CE 4.421 (4.432)] [KD 3.954 (3.918)] 2024-10-13 15:44:51,150 - Train: 48.82% [610750/1251000] [488.2/1000.0] [batch_t 0.212 (0.227)] [data_t 0.007] [optim_t 0.204] [lr 0.001570] [CE 4.364 (4.297)] [KD 3.887 (3.844)] 2024-10-13 15:45:03,195 - Train: 48.82% [610800/1251000] [488.2/1000.0] [batch_t 0.230 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.001570] [CE 4.328 (4.370)] [KD 3.899 (3.849)] 2024-10-13 15:45:15,016 - Train: 48.83% [610850/1251000] [488.3/1000.0] [batch_t 0.215 (0.236)] [data_t 0.010] [optim_t 0.205] [lr 0.001570] [CE 4.762 (4.365)] [KD 4.062 (3.864)] 2024-10-13 15:45:26,832 - Train: 48.83% [610900/1251000] [488.3/1000.0] [batch_t 0.245 (0.236)] [data_t 0.007] [optim_t 0.238] [lr 0.001569] [CE 3.852 (4.325)] [KD 3.422 (3.831)] 2024-10-13 15:45:38,564 - Train: 48.84% [610950/1251000] [488.4/1000.0] [batch_t 0.445 (0.234)] [data_t 0.006] [optim_t 0.439] [lr 0.001569] [CE 3.949 (4.332)] [KD 3.815 (3.846)] 2024-10-13 15:45:50,343 - Train: 48.84% [611000/1251000] [488.4/1000.0] [batch_t 0.250 (0.235)] [data_t 0.009] [optim_t 0.241] [lr 0.001569] [CE 4.409 (4.385)] [KD 3.710 (3.917)] 2024-10-13 15:46:02,325 - Train: 48.84% [611050/1251000] [488.4/1000.0] [batch_t 0.215 (0.239)] [data_t 0.009] [optim_t 0.206] [lr 0.001569] [CE 4.677 (4.287)] [KD 4.032 (3.740)] 2024-10-13 15:46:14,322 - Train: 48.85% [611100/1251000] [488.5/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001569] [CE 3.843 (4.338)] [KD 3.411 (3.882)] 2024-10-13 15:46:26,630 - Train: 48.85% [611150/1251000] [488.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.010] [optim_t 0.229] [lr 0.001569] [CE 3.796 (4.299)] [KD 3.321 (3.827)] 2024-10-13 15:46:38,688 - Train: 48.86% [611200/1251000] [488.6/1000.0] [batch_t 0.231 (0.241)] [data_t 0.007] [optim_t 0.224] [lr 0.001568] [CE 4.322 (4.312)] [KD 3.791 (3.849)] 2024-10-13 15:46:50,826 - Train: 48.86% [611250/1251000] [488.6/1000.0] [batch_t 0.217 (0.243)] [data_t 0.008] [optim_t 0.209] [lr 0.001568] [CE 4.210 (4.352)] [KD 4.070 (3.872)] 2024-10-13 15:47:02,848 - Train: 48.86% [611300/1251000] [488.6/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.001568] [CE 4.507 (4.372)] [KD 4.194 (3.910)] 2024-10-13 15:47:14,712 - Train: 48.87% [611350/1251000] [488.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.001568] [CE 3.941 (4.315)] [KD 3.870 (3.808)] 2024-10-13 15:47:27,087 - Train: 48.87% [611400/1251000] [488.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.010] [optim_t 0.226] [lr 0.001568] [CE 3.891 (4.293)] [KD 3.663 (3.845)] 2024-10-13 15:47:39,459 - Train: 48.88% [611450/1251000] [488.8/1000.0] [batch_t 0.222 (0.247)] [data_t 0.007] [optim_t 0.215] [lr 0.001567] [CE 4.740 (4.429)] [KD 4.087 (3.964)] 2024-10-13 15:47:51,385 - Train: 48.88% [611500/1251000] [488.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.001567] [CE 4.031 (4.348)] [KD 4.021 (3.876)] 2024-10-13 15:48:02,818 - Train: 48.88% [611550/1251000] [488.8/1000.0] [batch_t 0.240 (0.228)] [data_t 0.010] [optim_t 0.230] [lr 0.001567] [CE 4.183 (4.356)] [KD 3.818 (3.825)] 2024-10-13 15:48:14,992 - Train: 48.89% [611600/1251000] [488.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001567] [CE 4.450 (4.396)] [KD 3.811 (3.912)] 2024-10-13 15:48:27,226 - Train: 48.89% [611650/1251000] [488.9/1000.0] [batch_t 0.385 (0.244)] [data_t 0.008] [optim_t 0.377] [lr 0.001567] [CE 4.673 (4.329)] [KD 4.085 (3.841)] 2024-10-13 15:48:39,111 - Train: 48.90% [611700/1251000] [489.0/1000.0] [batch_t 0.244 (0.238)] [data_t 0.008] [optim_t 0.235] [lr 0.001566] [CE 3.681 (4.302)] [KD 3.466 (3.816)] 2024-10-13 15:48:57,530 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.181)] [top1_cnt 36688] [top5_cnt 45792] [top_all 50000] 2024-10-13 15:48:57,530 - net: 73.376 (91.584) 2024-10-13 15:49:07,288 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.179)] [top1_cnt 38940] [top5_cnt 46905] [top_all 50000] 2024-10-13 15:49:07,288 - net_E: 77.880 (93.810) 2024-10-13 15:49:07,460 - Max [top1: 73.972 (epoch: 483)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:49:07,461 - ==> Total time: 1 day, 19:11:00 Eta: 1 day, 21:07:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:49:13,672 - Train: 48.90% [611750/1251000] [489.0/1000.0] [batch_t 0.229 (0.305)] [data_t 0.008] [optim_t 0.221] [lr 0.001566] [CE 4.042 (4.298)] [KD 3.514 (3.696)] 2024-10-13 15:49:25,709 - Train: 48.90% [611800/1251000] [489.0/1000.0] [batch_t 0.251 (0.241)] [data_t 0.009] [optim_t 0.242] [lr 0.001566] [CE 4.518 (4.352)] [KD 3.882 (3.835)] 2024-10-13 15:49:38,080 - Train: 48.91% [611850/1251000] [489.1/1000.0] [batch_t 0.241 (0.247)] [data_t 0.008] [optim_t 0.233] [lr 0.001566] [CE 4.095 (4.325)] [KD 3.914 (3.856)] 2024-10-13 15:49:50,126 - Train: 48.91% [611900/1251000] [489.1/1000.0] [batch_t 0.231 (0.241)] [data_t 0.006] [optim_t 0.225] [lr 0.001566] [CE 3.939 (4.290)] [KD 3.716 (3.829)] 2024-10-13 15:50:01,601 - Train: 48.92% [611950/1251000] [489.2/1000.0] [batch_t 0.242 (0.229)] [data_t 0.010] [optim_t 0.232] [lr 0.001566] [CE 4.186 (4.366)] [KD 3.448 (3.833)] 2024-10-13 15:50:13,939 - Train: 48.92% [612000/1251000] [489.2/1000.0] [batch_t 0.240 (0.247)] [data_t 0.011] [optim_t 0.229] [lr 0.001565] [CE 4.349 (4.383)] [KD 3.844 (3.869)] 2024-10-13 15:50:25,630 - Train: 48.92% [612050/1251000] [489.2/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.001565] [CE 4.416 (4.386)] [KD 3.816 (3.917)] 2024-10-13 15:50:37,423 - Train: 48.93% [612100/1251000] [489.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.001565] [CE 4.934 (4.329)] [KD 4.216 (3.839)] 2024-10-13 15:50:49,931 - Train: 48.93% [612150/1251000] [489.3/1000.0] [batch_t 0.223 (0.250)] [data_t 0.007] [optim_t 0.217] [lr 0.001565] [CE 3.930 (4.373)] [KD 3.788 (3.871)] 2024-10-13 15:51:02,024 - Train: 48.94% [612200/1251000] [489.4/1000.0] [batch_t 0.263 (0.242)] [data_t 0.008] [optim_t 0.255] [lr 0.001565] [CE 4.359 (4.306)] [KD 4.065 (3.884)] 2024-10-13 15:51:13,915 - Train: 48.94% [612250/1251000] [489.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001564] [CE 4.584 (4.329)] [KD 3.879 (3.809)] 2024-10-13 15:51:26,663 - Train: 48.94% [612300/1251000] [489.4/1000.0] [batch_t 0.237 (0.255)] [data_t 0.010] [optim_t 0.227] [lr 0.001564] [CE 4.371 (4.382)] [KD 3.742 (3.891)] 2024-10-13 15:51:38,697 - Train: 48.95% [612350/1251000] [489.5/1000.0] [batch_t 0.227 (0.241)] [data_t 0.010] [optim_t 0.217] [lr 0.001564] [CE 4.183 (4.382)] [KD 3.767 (3.903)] 2024-10-13 15:51:50,831 - Train: 48.95% [612400/1251000] [489.5/1000.0] [batch_t 0.243 (0.239)] [data_t 0.010] [optim_t 0.233] [lr 0.001564] [CE 4.454 (4.335)] [KD 3.837 (3.853)] 2024-10-13 15:52:03,568 - Train: 48.96% [612450/1251000] [489.6/1000.0] [batch_t 0.241 (0.255)] [data_t 0.007] [optim_t 0.234] [lr 0.001564] [CE 4.472 (4.325)] [KD 3.738 (3.796)] 2024-10-13 15:52:15,848 - Train: 48.96% [612500/1251000] [489.6/1000.0] [batch_t 0.226 (0.245)] [data_t 0.008] [optim_t 0.219] [lr 0.001563] [CE 4.267 (4.269)] [KD 3.706 (3.837)] 2024-10-13 15:52:27,450 - Train: 48.96% [612550/1251000] [489.6/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.001563] [CE 4.389 (4.407)] [KD 3.821 (3.889)] 2024-10-13 15:52:40,278 - Train: 48.97% [612600/1251000] [489.7/1000.0] [batch_t 0.229 (0.256)] [data_t 0.008] [optim_t 0.221] [lr 0.001563] [CE 4.233 (4.289)] [KD 3.741 (3.825)] 2024-10-13 15:52:52,433 - Train: 48.97% [612650/1251000] [489.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.010] [optim_t 0.226] [lr 0.001563] [CE 4.080 (4.338)] [KD 3.722 (3.821)] 2024-10-13 15:53:04,421 - Train: 48.98% [612700/1251000] [489.8/1000.0] [batch_t 0.242 (0.240)] [data_t 0.008] [optim_t 0.234] [lr 0.001563] [CE 4.809 (4.352)] [KD 3.957 (3.855)] 2024-10-13 15:53:16,906 - Train: 48.98% [612750/1251000] [489.8/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.001563] [CE 4.318 (4.285)] [KD 3.989 (3.791)] 2024-10-13 15:53:29,281 - Train: 48.98% [612800/1251000] [489.8/1000.0] [batch_t 0.225 (0.247)] [data_t 0.011] [optim_t 0.214] [lr 0.001562] [CE 4.109 (4.295)] [KD 3.762 (3.818)] 2024-10-13 15:53:40,894 - Train: 48.99% [612850/1251000] [489.9/1000.0] [batch_t 0.238 (0.232)] [data_t 0.008] [optim_t 0.229] [lr 0.001562] [CE 3.458 (4.250)] [KD 3.294 (3.841)] 2024-10-13 15:53:53,114 - Train: 48.99% [612900/1251000] [489.9/1000.0] [batch_t 0.224 (0.244)] [data_t 0.010] [optim_t 0.214] [lr 0.001562] [CE 4.485 (4.369)] [KD 3.986 (3.826)] 2024-10-13 15:54:04,780 - Train: 49.00% [612950/1251000] [490.0/1000.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.001562] [CE 4.498 (4.365)] [KD 4.153 (3.835)] 2024-10-13 15:54:23,988 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.181)] [top1_cnt 37050] [top5_cnt 46005] [top_all 50000] 2024-10-13 15:54:23,988 - net: 74.100 (92.010) 2024-10-13 15:54:32,995 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.163)] [top1_cnt 38923] [top5_cnt 46920] [top_all 50000] 2024-10-13 15:54:32,995 - net_E: 77.846 (93.840) 2024-10-13 15:54:33,187 - Max [top1: 74.100 (epoch: 490)] [top1-ema: 77.882 (epoch: 476)] 2024-10-13 15:54:33,188 - ==> Total time: 1 day, 19:16:25 Eta: 1 day, 21:02:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 15:54:48,081 - Train: 49.00% [613000/1251000] [490.0/1000.0] [batch_t 0.246 (0.292)] [data_t 0.010] [optim_t 0.236] [lr 0.001562] [CE 4.333 (4.335)] [KD 3.577 (3.762)] 2024-10-13 15:55:01,103 - Train: 49.00% [613050/1251000] [490.0/1000.0] [batch_t 0.244 (0.260)] [data_t 0.007] [optim_t 0.237] [lr 0.001561] [CE 4.215 (4.348)] [KD 3.599 (3.805)] 2024-10-13 15:55:13,330 - Train: 49.01% [613100/1251000] [490.1/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.001561] [CE 4.415 (4.397)] [KD 3.914 (3.878)] 2024-10-13 15:55:25,485 - Train: 49.01% [613150/1251000] [490.1/1000.0] [batch_t 0.219 (0.243)] [data_t 0.009] [optim_t 0.210] [lr 0.001561] [CE 4.408 (4.305)] [KD 3.967 (3.808)] 2024-10-13 15:55:37,104 - Train: 49.02% [613200/1251000] [490.2/1000.0] [batch_t 0.225 (0.232)] [data_t 0.010] [optim_t 0.215] [lr 0.001561] [CE 4.369 (4.324)] [KD 3.758 (3.797)] 2024-10-13 15:55:49,506 - Train: 49.02% [613250/1251000] [490.2/1000.0] [batch_t 0.243 (0.248)] [data_t 0.008] [optim_t 0.235] [lr 0.001561] [CE 4.177 (4.325)] [KD 3.699 (3.870)] 2024-10-13 15:56:01,525 - Train: 49.02% [613300/1251000] [490.2/1000.0] [batch_t 0.230 (0.240)] [data_t 0.008] [optim_t 0.222] [lr 0.001560] [CE 4.433 (4.317)] [KD 3.915 (3.783)] 2024-10-13 15:56:13,675 - Train: 49.03% [613350/1251000] [490.3/1000.0] [batch_t 0.405 (0.243)] [data_t 0.007] [optim_t 0.398] [lr 0.001560] [CE 4.318 (4.359)] [KD 3.652 (3.853)] 2024-10-13 15:56:25,885 - Train: 49.03% [613400/1251000] [490.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.001560] [CE 4.575 (4.362)] [KD 4.013 (3.846)] 2024-10-13 15:56:37,919 - Train: 49.04% [613450/1251000] [490.4/1000.0] [batch_t 0.226 (0.240)] [data_t 0.010] [optim_t 0.216] [lr 0.001560] [CE 4.283 (4.300)] [KD 3.973 (3.785)] 2024-10-13 15:56:49,632 - Train: 49.04% [613500/1251000] [490.4/1000.0] [batch_t 0.247 (0.234)] [data_t 0.007] [optim_t 0.240] [lr 0.001560] [CE 4.655 (4.382)] [KD 4.093 (3.836)] 2024-10-13 15:57:01,978 - Train: 49.04% [613550/1251000] [490.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.001560] [CE 4.533 (4.298)] [KD 4.010 (3.841)] 2024-10-13 15:57:13,733 - Train: 49.05% [613600/1251000] [490.5/1000.0] [batch_t 0.222 (0.235)] [data_t 0.008] [optim_t 0.214] [lr 0.001559] [CE 4.335 (4.309)] [KD 4.141 (3.873)] 2024-10-13 15:57:26,031 - Train: 49.05% [613650/1251000] [490.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.001559] [CE 4.001 (4.351)] [KD 3.732 (3.885)] 2024-10-13 15:57:37,876 - Train: 49.06% [613700/1251000] [490.6/1000.0] [batch_t 0.239 (0.237)] [data_t 0.007] [optim_t 0.231] [lr 0.001559] [CE 4.627 (4.374)] [KD 4.139 (3.843)] 2024-10-13 15:57:49,482 - Train: 49.06% [613750/1251000] [490.6/1000.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.221] [lr 0.001559] [CE 5.128 (4.382)] [KD 4.188 (3.936)] 2024-10-13 15:58:01,378 - Train: 49.06% [613800/1251000] [490.6/1000.0] [batch_t 0.229 (0.238)] [data_t 0.010] [optim_t 0.219] [lr 0.001559] [CE 4.422 (4.280)] [KD 3.865 (3.840)] 2024-10-13 15:58:13,970 - Train: 49.07% [613850/1251000] [490.7/1000.0] [batch_t 0.442 (0.252)] [data_t 0.008] [optim_t 0.434] [lr 0.001558] [CE 4.047 (4.401)] [KD 3.611 (3.877)] 2024-10-13 15:58:25,912 - Train: 49.07% [613900/1251000] [490.7/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.001558] [CE 4.069 (4.327)] [KD 3.757 (3.843)] 2024-10-13 15:58:37,751 - Train: 49.08% [613950/1251000] [490.8/1000.0] [batch_t 0.227 (0.237)] [data_t 0.007] [optim_t 0.220] [lr 0.001558] [CE 4.541 (4.265)] [KD 4.189 (3.776)] 2024-10-13 15:58:49,555 - Train: 49.08% [614000/1251000] [490.8/1000.0] [batch_t 0.231 (0.236)] [data_t 0.006] [optim_t 0.225] [lr 0.001558] [CE 4.565 (4.331)] [KD 3.844 (3.827)] 2024-10-13 15:59:01,832 - Train: 49.08% [614050/1251000] [490.8/1000.0] [batch_t 0.224 (0.245)] [data_t 0.009] [optim_t 0.215] [lr 0.001558] [CE 4.224 (4.336)] [KD 3.772 (3.892)] 2024-10-13 15:59:17,673 - Train: 49.09% [614100/1251000] [490.9/1000.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.001558] [CE 4.573 (4.393)] [KD 4.055 (3.890)] 2024-10-13 15:59:29,605 - Train: 49.09% [614150/1251000] [490.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001557] [CE 4.360 (4.420)] [KD 3.712 (3.861)] 2024-10-13 15:59:41,999 - Train: 49.10% [614200/1251000] [491.0/1000.0] [batch_t 0.242 (0.248)] [data_t 0.007] [optim_t 0.236] [lr 0.001557] [CE 4.109 (4.323)] [KD 3.923 (3.834)] 2024-10-13 16:00:01,111 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 37107] [top5_cnt 46022] [top_all 50000] 2024-10-13 16:00:01,111 - net: 74.214 (92.044) 2024-10-13 16:00:10,070 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.162)] [top1_cnt 38954] [top5_cnt 46920] [top_all 50000] 2024-10-13 16:00:10,071 - net_E: 77.908 (93.840) 2024-10-13 16:00:10,277 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 77.908 (epoch: 491)] 2024-10-13 16:00:10,277 - ==> Total time: 1 day, 19:22:03 Eta: 1 day, 20:57:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:00:29,584 - Train: 49.10% [614250/1251000] [491.0/1000.0] [batch_t 0.230 (0.356)] [data_t 0.007] [optim_t 0.223] [lr 0.001557] [CE 4.121 (4.373)] [KD 3.539 (3.714)] 2024-10-13 16:00:41,733 - Train: 49.10% [614300/1251000] [491.0/1000.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.001557] [CE 4.245 (4.319)] [KD 3.798 (3.814)] 2024-10-13 16:00:53,697 - Train: 49.11% [614350/1251000] [491.1/1000.0] [batch_t 0.225 (0.239)] [data_t 0.008] [optim_t 0.217] [lr 0.001557] [CE 3.998 (4.289)] [KD 3.597 (3.825)] 2024-10-13 16:01:05,577 - Train: 49.11% [614400/1251000] [491.1/1000.0] [batch_t 0.228 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.001556] [CE 4.417 (4.382)] [KD 3.987 (3.842)] 2024-10-13 16:01:17,167 - Train: 49.12% [614450/1251000] [491.2/1000.0] [batch_t 0.226 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.001556] [CE 4.084 (4.299)] [KD 3.645 (3.803)] 2024-10-13 16:01:29,379 - Train: 49.12% [614500/1251000] [491.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001556] [CE 4.037 (4.364)] [KD 3.622 (3.847)] 2024-10-13 16:01:41,209 - Train: 49.12% [614550/1251000] [491.2/1000.0] [batch_t 0.226 (0.236)] [data_t 0.008] [optim_t 0.218] [lr 0.001556] [CE 3.789 (4.326)] [KD 3.839 (3.858)] 2024-10-13 16:01:53,380 - Train: 49.13% [614600/1251000] [491.3/1000.0] [batch_t 0.223 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.001556] [CE 3.902 (4.359)] [KD 3.754 (3.828)] 2024-10-13 16:02:05,049 - Train: 49.13% [614650/1251000] [491.3/1000.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.001555] [CE 3.870 (4.356)] [KD 3.820 (3.844)] 2024-10-13 16:02:16,830 - Train: 49.14% [614700/1251000] [491.4/1000.0] [batch_t 0.251 (0.235)] [data_t 0.010] [optim_t 0.241] [lr 0.001555] [CE 4.135 (4.287)] [KD 3.847 (3.803)] 2024-10-13 16:02:28,719 - Train: 49.14% [614750/1251000] [491.4/1000.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.001555] [CE 4.749 (4.359)] [KD 4.155 (3.882)] 2024-10-13 16:02:41,021 - Train: 49.14% [614800/1251000] [491.4/1000.0] [batch_t 0.232 (0.246)] [data_t 0.007] [optim_t 0.225] [lr 0.001555] [CE 4.691 (4.378)] [KD 4.160 (3.870)] 2024-10-13 16:02:52,821 - Train: 49.15% [614850/1251000] [491.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.008] [optim_t 0.228] [lr 0.001555] [CE 4.042 (4.348)] [KD 3.755 (3.809)] 2024-10-13 16:03:04,846 - Train: 49.15% [614900/1251000] [491.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.001555] [CE 3.997 (4.283)] [KD 3.580 (3.852)] 2024-10-13 16:03:16,843 - Train: 49.16% [614950/1251000] [491.6/1000.0] [batch_t 0.223 (0.240)] [data_t 0.007] [optim_t 0.216] [lr 0.001554] [CE 4.191 (4.335)] [KD 3.700 (3.888)] 2024-10-13 16:03:28,545 - Train: 49.16% [615000/1251000] [491.6/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.001554] [CE 4.738 (4.397)] [KD 4.160 (3.924)] 2024-10-13 16:03:40,752 - Train: 49.16% [615050/1251000] [491.6/1000.0] [batch_t 0.228 (0.244)] [data_t 0.010] [optim_t 0.218] [lr 0.001554] [CE 4.650 (4.350)] [KD 3.983 (3.880)] 2024-10-13 16:03:52,833 - Train: 49.17% [615100/1251000] [491.7/1000.0] [batch_t 0.213 (0.241)] [data_t 0.009] [optim_t 0.204] [lr 0.001554] [CE 4.496 (4.363)] [KD 3.774 (3.826)] 2024-10-13 16:04:04,855 - Train: 49.17% [615150/1251000] [491.7/1000.0] [batch_t 0.243 (0.240)] [data_t 0.006] [optim_t 0.237] [lr 0.001554] [CE 4.346 (4.242)] [KD 3.967 (3.804)] 2024-10-13 16:04:17,415 - Train: 49.18% [615200/1251000] [491.8/1000.0] [batch_t 0.225 (0.251)] [data_t 0.008] [optim_t 0.217] [lr 0.001553] [CE 4.280 (4.422)] [KD 4.036 (3.885)] 2024-10-13 16:04:29,339 - Train: 49.18% [615250/1251000] [491.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001553] [CE 4.469 (4.386)] [KD 3.842 (3.850)] 2024-10-13 16:04:41,166 - Train: 49.18% [615300/1251000] [491.8/1000.0] [batch_t 0.231 (0.236)] [data_t 0.008] [optim_t 0.223] [lr 0.001553] [CE 3.976 (4.355)] [KD 3.556 (3.828)] 2024-10-13 16:04:53,571 - Train: 49.19% [615350/1251000] [491.9/1000.0] [batch_t 0.377 (0.248)] [data_t 0.006] [optim_t 0.371] [lr 0.001553] [CE 4.151 (4.335)] [KD 3.845 (3.794)] 2024-10-13 16:05:05,646 - Train: 49.19% [615400/1251000] [491.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.001553] [CE 4.373 (4.352)] [KD 3.818 (3.853)] 2024-10-13 16:05:17,280 - Train: 49.20% [615450/1251000] [492.0/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.001552] [CE 4.410 (4.334)] [KD 3.914 (3.835)] 2024-10-13 16:05:36,093 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.159)] [top1_cnt 36889] [top5_cnt 45879] [top_all 50000] 2024-10-13 16:05:36,094 - net: 73.778 (91.758) 2024-10-13 16:05:45,095 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 38971] [top5_cnt 46902] [top_all 50000] 2024-10-13 16:05:45,096 - net_E: 77.942 (93.804) 2024-10-13 16:05:45,295 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 77.942 (epoch: 492)] 2024-10-13 16:05:45,296 - ==> Total time: 1 day, 19:27:38 Eta: 1 day, 20:52:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:05:58,961 - Train: 49.20% [615500/1251000] [492.0/1000.0] [batch_t 0.228 (0.299)] [data_t 0.007] [optim_t 0.220] [lr 0.001552] [CE 4.437 (4.426)] [KD 3.685 (3.876)] 2024-10-13 16:06:10,812 - Train: 49.20% [615550/1251000] [492.0/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.001552] [CE 4.161 (4.313)] [KD 3.721 (3.845)] 2024-10-13 16:06:23,284 - Train: 49.21% [615600/1251000] [492.1/1000.0] [batch_t 0.242 (0.249)] [data_t 0.010] [optim_t 0.232] [lr 0.001552] [CE 4.613 (4.317)] [KD 3.995 (3.803)] 2024-10-13 16:06:34,910 - Train: 49.21% [615650/1251000] [492.1/1000.0] [batch_t 0.242 (0.232)] [data_t 0.008] [optim_t 0.234] [lr 0.001552] [CE 4.452 (4.358)] [KD 3.990 (3.802)] 2024-10-13 16:06:46,643 - Train: 49.22% [615700/1251000] [492.2/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.001552] [CE 4.323 (4.367)] [KD 3.660 (3.889)] 2024-10-13 16:06:58,793 - Train: 49.22% [615750/1251000] [492.2/1000.0] [batch_t 0.221 (0.243)] [data_t 0.007] [optim_t 0.213] [lr 0.001551] [CE 5.073 (4.362)] [KD 4.174 (3.840)] 2024-10-13 16:07:10,878 - Train: 49.22% [615800/1251000] [492.2/1000.0] [batch_t 0.231 (0.242)] [data_t 0.010] [optim_t 0.221] [lr 0.001551] [CE 3.953 (4.308)] [KD 3.577 (3.794)] 2024-10-13 16:07:22,594 - Train: 49.23% [615850/1251000] [492.3/1000.0] [batch_t 0.249 (0.234)] [data_t 0.010] [optim_t 0.239] [lr 0.001551] [CE 4.312 (4.326)] [KD 3.939 (3.862)] 2024-10-13 16:07:34,968 - Train: 49.23% [615900/1251000] [492.3/1000.0] [batch_t 0.245 (0.247)] [data_t 0.008] [optim_t 0.236] [lr 0.001551] [CE 4.149 (4.387)] [KD 3.554 (3.900)] 2024-10-13 16:07:46,879 - Train: 49.24% [615950/1251000] [492.4/1000.0] [batch_t 0.227 (0.238)] [data_t 0.006] [optim_t 0.221] [lr 0.001551] [CE 3.972 (4.315)] [KD 3.481 (3.812)] 2024-10-13 16:07:58,212 - Train: 49.24% [616000/1251000] [492.4/1000.0] [batch_t 0.220 (0.227)] [data_t 0.007] [optim_t 0.213] [lr 0.001550] [CE 4.336 (4.372)] [KD 3.827 (3.812)] 2024-10-13 16:08:10,631 - Train: 49.24% [616050/1251000] [492.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.001550] [CE 4.824 (4.326)] [KD 4.253 (3.873)] 2024-10-13 16:08:22,678 - Train: 49.25% [616100/1251000] [492.5/1000.0] [batch_t 0.226 (0.241)] [data_t 0.006] [optim_t 0.220] [lr 0.001550] [CE 4.169 (4.348)] [KD 3.503 (3.819)] 2024-10-13 16:08:34,165 - Train: 49.25% [616150/1251000] [492.5/1000.0] [batch_t 0.230 (0.230)] [data_t 0.007] [optim_t 0.223] [lr 0.001550] [CE 4.888 (4.303)] [KD 4.155 (3.842)] 2024-10-13 16:08:46,487 - Train: 49.26% [616200/1251000] [492.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.006] [optim_t 0.229] [lr 0.001550] [CE 4.202 (4.306)] [KD 3.745 (3.819)] 2024-10-13 16:08:58,168 - Train: 49.26% [616250/1251000] [492.6/1000.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.001549] [CE 4.143 (4.307)] [KD 3.614 (3.820)] 2024-10-13 16:09:09,989 - Train: 49.26% [616300/1251000] [492.6/1000.0] [batch_t 0.222 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.001549] [CE 3.960 (4.283)] [KD 3.509 (3.776)] 2024-10-13 16:09:22,749 - Train: 49.27% [616350/1251000] [492.7/1000.0] [batch_t 0.242 (0.255)] [data_t 0.007] [optim_t 0.235] [lr 0.001549] [CE 4.467 (4.414)] [KD 3.824 (3.879)] 2024-10-13 16:09:34,743 - Train: 49.27% [616400/1251000] [492.7/1000.0] [batch_t 0.211 (0.240)] [data_t 0.006] [optim_t 0.204] [lr 0.001549] [CE 4.222 (4.395)] [KD 3.851 (3.916)] 2024-10-13 16:09:46,942 - Train: 49.28% [616450/1251000] [492.8/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.001549] [CE 4.316 (4.355)] [KD 3.696 (3.813)] 2024-10-13 16:09:59,290 - Train: 49.28% [616500/1251000] [492.8/1000.0] [batch_t 0.229 (0.247)] [data_t 0.008] [optim_t 0.221] [lr 0.001549] [CE 4.533 (4.337)] [KD 3.936 (3.811)] 2024-10-13 16:10:10,897 - Train: 49.28% [616550/1251000] [492.8/1000.0] [batch_t 0.235 (0.232)] [data_t 0.007] [optim_t 0.229] [lr 0.001548] [CE 4.118 (4.384)] [KD 3.804 (3.867)] 2024-10-13 16:10:22,910 - Train: 49.29% [616600/1251000] [492.9/1000.0] [batch_t 0.244 (0.240)] [data_t 0.006] [optim_t 0.238] [lr 0.001548] [CE 4.147 (4.269)] [KD 3.514 (3.769)] 2024-10-13 16:10:35,234 - Train: 49.29% [616650/1251000] [492.9/1000.0] [batch_t 0.268 (0.246)] [data_t 0.006] [optim_t 0.262] [lr 0.001548] [CE 4.619 (4.312)] [KD 3.853 (3.840)] 2024-10-13 16:10:47,629 - Train: 49.30% [616700/1251000] [493.0/1000.0] [batch_t 0.228 (0.248)] [data_t 0.006] [optim_t 0.222] [lr 0.001548] [CE 4.402 (4.406)] [KD 4.139 (3.864)] 2024-10-13 16:11:06,076 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 36900] [top5_cnt 45900] [top_all 50000] 2024-10-13 16:11:06,077 - net: 73.800 (91.800) 2024-10-13 16:11:14,922 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 38951] [top5_cnt 46901] [top_all 50000] 2024-10-13 16:11:14,922 - net_E: 77.902 (93.802) 2024-10-13 16:11:15,126 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 77.942 (epoch: 492)] 2024-10-13 16:11:15,127 - ==> Total time: 1 day, 19:33:07 Eta: 1 day, 20:47:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:11:20,099 - Train: 49.30% [616750/1251000] [493.0/1000.0] [batch_t 0.238 (0.315)] [data_t 0.006] [optim_t 0.232] [lr 0.001548] [CE 4.081 (4.441)] [KD 3.444 (3.707)] 2024-10-13 16:11:31,897 - Train: 49.30% [616800/1251000] [493.0/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.001547] [CE 4.533 (4.368)] [KD 3.743 (3.833)] 2024-10-13 16:11:44,115 - Train: 49.31% [616850/1251000] [493.1/1000.0] [batch_t 0.224 (0.244)] [data_t 0.007] [optim_t 0.217] [lr 0.001547] [CE 4.233 (4.303)] [KD 3.673 (3.813)] 2024-10-13 16:11:55,716 - Train: 49.31% [616900/1251000] [493.1/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.001547] [CE 4.330 (4.275)] [KD 3.961 (3.755)] 2024-10-13 16:12:08,004 - Train: 49.32% [616950/1251000] [493.2/1000.0] [batch_t 0.223 (0.246)] [data_t 0.007] [optim_t 0.216] [lr 0.001547] [CE 4.260 (4.372)] [KD 3.675 (3.894)] 2024-10-13 16:12:20,190 - Train: 49.32% [617000/1251000] [493.2/1000.0] [batch_t 0.215 (0.244)] [data_t 0.006] [optim_t 0.209] [lr 0.001547] [CE 4.412 (4.279)] [KD 3.958 (3.808)] 2024-10-13 16:12:31,976 - Train: 49.32% [617050/1251000] [493.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.008] [optim_t 0.229] [lr 0.001547] [CE 4.120 (4.248)] [KD 3.830 (3.755)] 2024-10-13 16:12:43,633 - Train: 49.33% [617100/1251000] [493.3/1000.0] [batch_t 0.227 (0.233)] [data_t 0.008] [optim_t 0.219] [lr 0.001546] [CE 4.495 (4.403)] [KD 3.889 (3.843)] 2024-10-13 16:12:55,154 - Train: 49.33% [617150/1251000] [493.3/1000.0] [batch_t 0.226 (0.230)] [data_t 0.007] [optim_t 0.219] [lr 0.001546] [CE 3.997 (4.274)] [KD 3.574 (3.763)] 2024-10-13 16:13:07,263 - Train: 49.34% [617200/1251000] [493.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.001546] [CE 4.288 (4.337)] [KD 3.810 (3.821)] 2024-10-13 16:13:19,596 - Train: 49.34% [617250/1251000] [493.4/1000.0] [batch_t 0.223 (0.246)] [data_t 0.007] [optim_t 0.216] [lr 0.001546] [CE 4.433 (4.369)] [KD 3.931 (3.834)] 2024-10-13 16:13:31,508 - Train: 49.34% [617300/1251000] [493.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.001546] [CE 4.190 (4.354)] [KD 3.531 (3.746)] 2024-10-13 16:13:43,381 - Train: 49.35% [617350/1251000] [493.5/1000.0] [batch_t 0.227 (0.237)] [data_t 0.006] [optim_t 0.220] [lr 0.001545] [CE 4.389 (4.345)] [KD 3.716 (3.782)] 2024-10-13 16:13:54,855 - Train: 49.35% [617400/1251000] [493.5/1000.0] [batch_t 0.214 (0.229)] [data_t 0.007] [optim_t 0.207] [lr 0.001545] [CE 4.284 (4.308)] [KD 3.832 (3.776)] 2024-10-13 16:14:06,539 - Train: 49.36% [617450/1251000] [493.6/1000.0] [batch_t 0.224 (0.233)] [data_t 0.006] [optim_t 0.218] [lr 0.001545] [CE 4.694 (4.343)] [KD 3.932 (3.814)] 2024-10-13 16:14:18,564 - Train: 49.36% [617500/1251000] [493.6/1000.0] [batch_t 0.226 (0.240)] [data_t 0.010] [optim_t 0.216] [lr 0.001545] [CE 4.163 (4.372)] [KD 3.930 (3.852)] 2024-10-13 16:14:30,512 - Train: 49.36% [617550/1251000] [493.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.001545] [CE 4.328 (4.352)] [KD 4.083 (3.881)] 2024-10-13 16:14:42,251 - Train: 49.37% [617600/1251000] [493.7/1000.0] [batch_t 0.221 (0.235)] [data_t 0.008] [optim_t 0.213] [lr 0.001544] [CE 3.945 (4.344)] [KD 3.698 (3.841)] 2024-10-13 16:14:54,317 - Train: 49.37% [617650/1251000] [493.7/1000.0] [batch_t 0.234 (0.240)] [data_t 0.006] [optim_t 0.228] [lr 0.001544] [CE 4.126 (4.381)] [KD 3.828 (3.859)] 2024-10-13 16:15:05,620 - Train: 49.38% [617700/1251000] [493.8/1000.0] [batch_t 0.229 (0.226)] [data_t 0.008] [optim_t 0.221] [lr 0.001544] [CE 4.319 (4.305)] [KD 3.832 (3.785)] 2024-10-13 16:15:16,947 - Train: 49.38% [617750/1251000] [493.8/1000.0] [batch_t 0.246 (0.226)] [data_t 0.008] [optim_t 0.238] [lr 0.001544] [CE 3.541 (4.316)] [KD 3.615 (3.786)] 2024-10-13 16:15:28,774 - Train: 49.38% [617800/1251000] [493.8/1000.0] [batch_t 0.219 (0.236)] [data_t 0.008] [optim_t 0.211] [lr 0.001544] [CE 4.857 (4.301)] [KD 4.152 (3.812)] 2024-10-13 16:15:40,847 - Train: 49.39% [617850/1251000] [493.9/1000.0] [batch_t 0.228 (0.241)] [data_t 0.006] [optim_t 0.221] [lr 0.001544] [CE 4.432 (4.363)] [KD 4.001 (3.862)] 2024-10-13 16:15:52,225 - Train: 49.39% [617900/1251000] [493.9/1000.0] [batch_t 0.217 (0.227)] [data_t 0.007] [optim_t 0.209] [lr 0.001543] [CE 3.876 (4.357)] [KD 3.501 (3.838)] 2024-10-13 16:16:03,915 - Train: 49.40% [617950/1251000] [494.0/1000.0] [batch_t 0.221 (0.234)] [data_t 0.006] [optim_t 0.215] [lr 0.001543] [CE 4.342 (4.270)] [KD 3.975 (3.833)] 2024-10-13 16:16:23,669 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.180)] [top1_cnt 37007] [top5_cnt 46081] [top_all 50000] 2024-10-13 16:16:23,669 - net: 74.014 (92.162) 2024-10-13 16:16:31,845 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.147)] [top1_cnt 38933] [top5_cnt 46891] [top_all 50000] 2024-10-13 16:16:31,846 - net_E: 77.866 (93.782) 2024-10-13 16:16:32,052 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 77.942 (epoch: 492)] 2024-10-13 16:16:32,053 - ==> Total time: 1 day, 19:38:24 Eta: 1 day, 20:42:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:16:37,404 - Train: 49.40% [618000/1251000] [494.0/1000.0] [batch_t 0.222 (0.355)] [data_t 0.010] [optim_t 0.213] [lr 0.001543] [CE 3.791 (4.175)] [KD 3.701 (3.795)] 2024-10-13 16:16:48,980 - Train: 49.40% [618050/1251000] [494.0/1000.0] [batch_t 0.444 (0.231)] [data_t 0.009] [optim_t 0.434] [lr 0.001543] [CE 4.621 (4.360)] [KD 4.072 (3.790)] 2024-10-13 16:17:01,165 - Train: 49.41% [618100/1251000] [494.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.001543] [CE 4.082 (4.343)] [KD 3.703 (3.784)] 2024-10-13 16:17:13,115 - Train: 49.41% [618150/1251000] [494.1/1000.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.001542] [CE 4.890 (4.369)] [KD 4.188 (3.802)] 2024-10-13 16:17:24,765 - Train: 49.42% [618200/1251000] [494.2/1000.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.001542] [CE 4.201 (4.371)] [KD 3.709 (3.821)] 2024-10-13 16:17:36,846 - Train: 49.42% [618250/1251000] [494.2/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.001542] [CE 4.565 (4.308)] [KD 3.978 (3.810)] 2024-10-13 16:17:48,981 - Train: 49.42% [618300/1251000] [494.2/1000.0] [batch_t 0.224 (0.243)] [data_t 0.010] [optim_t 0.214] [lr 0.001542] [CE 4.655 (4.292)] [KD 4.004 (3.811)] 2024-10-13 16:18:00,837 - Train: 49.43% [618350/1251000] [494.3/1000.0] [batch_t 0.222 (0.237)] [data_t 0.009] [optim_t 0.213] [lr 0.001542] [CE 4.705 (4.315)] [KD 4.110 (3.813)] 2024-10-13 16:18:13,569 - Train: 49.43% [618400/1251000] [494.3/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.001541] [CE 4.068 (4.346)] [KD 3.769 (3.847)] 2024-10-13 16:18:25,660 - Train: 49.44% [618450/1251000] [494.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.006] [optim_t 0.228] [lr 0.001541] [CE 4.540 (4.356)] [KD 4.053 (3.883)] 2024-10-13 16:18:37,830 - Train: 49.44% [618500/1251000] [494.4/1000.0] [batch_t 0.216 (0.243)] [data_t 0.011] [optim_t 0.205] [lr 0.001541] [CE 4.313 (4.305)] [KD 3.885 (3.804)] 2024-10-13 16:18:50,316 - Train: 49.44% [618550/1251000] [494.4/1000.0] [batch_t 0.235 (0.250)] [data_t 0.008] [optim_t 0.227] [lr 0.001541] [CE 4.594 (4.300)] [KD 3.920 (3.782)] 2024-10-13 16:19:02,177 - Train: 49.45% [618600/1251000] [494.5/1000.0] [batch_t 0.244 (0.237)] [data_t 0.006] [optim_t 0.238] [lr 0.001541] [CE 4.247 (4.337)] [KD 3.861 (3.819)] 2024-10-13 16:19:13,589 - Train: 49.45% [618650/1251000] [494.5/1000.0] [batch_t 0.224 (0.228)] [data_t 0.009] [optim_t 0.215] [lr 0.001541] [CE 4.416 (4.345)] [KD 3.880 (3.850)] 2024-10-13 16:19:26,125 - Train: 49.46% [618700/1251000] [494.6/1000.0] [batch_t 0.255 (0.251)] [data_t 0.007] [optim_t 0.248] [lr 0.001540] [CE 4.608 (4.287)] [KD 3.894 (3.813)] 2024-10-13 16:19:38,512 - Train: 49.46% [618750/1251000] [494.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.007] [optim_t 0.235] [lr 0.001540] [CE 4.382 (4.347)] [KD 3.852 (3.809)] 2024-10-13 16:19:50,428 - Train: 49.46% [618800/1251000] [494.6/1000.0] [batch_t 0.227 (0.238)] [data_t 0.007] [optim_t 0.220] [lr 0.001540] [CE 4.384 (4.375)] [KD 3.904 (3.860)] 2024-10-13 16:20:02,465 - Train: 49.47% [618850/1251000] [494.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.008] [optim_t 0.232] [lr 0.001540] [CE 3.900 (4.331)] [KD 3.568 (3.827)] 2024-10-13 16:20:14,592 - Train: 49.47% [618900/1251000] [494.7/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.001540] [CE 3.891 (4.355)] [KD 3.543 (3.872)] 2024-10-13 16:20:26,375 - Train: 49.48% [618950/1251000] [494.8/1000.0] [batch_t 0.223 (0.235)] [data_t 0.010] [optim_t 0.213] [lr 0.001539] [CE 4.943 (4.382)] [KD 4.235 (3.876)] 2024-10-13 16:20:38,780 - Train: 49.48% [619000/1251000] [494.8/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.228] [lr 0.001539] [CE 4.400 (4.338)] [KD 3.770 (3.793)] 2024-10-13 16:20:50,769 - Train: 49.48% [619050/1251000] [494.8/1000.0] [batch_t 0.228 (0.240)] [data_t 0.010] [optim_t 0.219] [lr 0.001539] [CE 4.340 (4.381)] [KD 3.761 (3.852)] 2024-10-13 16:21:02,382 - Train: 49.49% [619100/1251000] [494.9/1000.0] [batch_t 0.250 (0.232)] [data_t 0.009] [optim_t 0.241] [lr 0.001539] [CE 4.656 (4.294)] [KD 3.880 (3.844)] 2024-10-13 16:21:14,951 - Train: 49.49% [619150/1251000] [494.9/1000.0] [batch_t 0.232 (0.251)] [data_t 0.008] [optim_t 0.224] [lr 0.001539] [CE 4.457 (4.320)] [KD 3.948 (3.818)] 2024-10-13 16:21:27,160 - Train: 49.50% [619200/1251000] [495.0/1000.0] [batch_t 0.229 (0.244)] [data_t 0.006] [optim_t 0.223] [lr 0.001538] [CE 4.261 (4.261)] [KD 3.600 (3.842)] 2024-10-13 16:21:46,092 - Test (net): 100.00% [50/50] [batch_t 0.192 (0.166)] [top1_cnt 36774] [top5_cnt 45801] [top_all 50000] 2024-10-13 16:21:46,093 - net: 73.548 (91.602) 2024-10-13 16:21:54,844 - Test (net_E): 100.00% [50/50] [batch_t 0.064 (0.160)] [top1_cnt 38949] [top5_cnt 46909] [top_all 50000] 2024-10-13 16:21:54,845 - net_E: 77.898 (93.818) 2024-10-13 16:21:55,052 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 77.942 (epoch: 492)] 2024-10-13 16:21:55,053 - ==> Total time: 1 day, 19:43:47 Eta: 1 day, 20:36:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:22:09,175 - Train: 49.50% [619250/1251000] [495.0/1000.0] [batch_t 0.229 (0.351)] [data_t 0.006] [optim_t 0.223] [lr 0.001538] [CE 4.727 (4.194)] [KD 3.855 (3.727)] 2024-10-13 16:22:21,020 - Train: 49.50% [619300/1251000] [495.0/1000.0] [batch_t 0.227 (0.237)] [data_t 0.006] [optim_t 0.220] [lr 0.001538] [CE 4.135 (4.316)] [KD 3.670 (3.785)] 2024-10-13 16:22:33,211 - Train: 49.51% [619350/1251000] [495.1/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.216] [lr 0.001538] [CE 4.127 (4.349)] [KD 3.722 (3.789)] 2024-10-13 16:22:45,355 - Train: 49.51% [619400/1251000] [495.1/1000.0] [batch_t 0.225 (0.243)] [data_t 0.007] [optim_t 0.218] [lr 0.001538] [CE 4.511 (4.350)] [KD 3.914 (3.803)] 2024-10-13 16:22:56,806 - Train: 49.52% [619450/1251000] [495.2/1000.0] [batch_t 0.229 (0.229)] [data_t 0.008] [optim_t 0.221] [lr 0.001538] [CE 4.273 (4.312)] [KD 3.854 (3.736)] 2024-10-13 16:23:08,545 - Train: 49.52% [619500/1251000] [495.2/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.001537] [CE 4.511 (4.420)] [KD 4.005 (3.886)] 2024-10-13 16:23:20,215 - Train: 49.52% [619550/1251000] [495.2/1000.0] [batch_t 0.238 (0.233)] [data_t 0.006] [optim_t 0.231] [lr 0.001537] [CE 4.551 (4.310)] [KD 4.186 (3.789)] 2024-10-13 16:23:32,299 - Train: 49.53% [619600/1251000] [495.3/1000.0] [batch_t 0.219 (0.242)] [data_t 0.010] [optim_t 0.209] [lr 0.001537] [CE 4.616 (4.422)] [KD 4.236 (3.895)] 2024-10-13 16:23:44,159 - Train: 49.53% [619650/1251000] [495.3/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.001537] [CE 4.044 (4.332)] [KD 3.535 (3.856)] 2024-10-13 16:23:55,925 - Train: 49.54% [619700/1251000] [495.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.007] [optim_t 0.226] [lr 0.001537] [CE 4.343 (4.300)] [KD 3.491 (3.798)] 2024-10-13 16:24:08,082 - Train: 49.54% [619750/1251000] [495.4/1000.0] [batch_t 0.255 (0.243)] [data_t 0.009] [optim_t 0.246] [lr 0.001536] [CE 4.095 (4.363)] [KD 3.769 (3.848)] 2024-10-13 16:24:20,145 - Train: 49.54% [619800/1251000] [495.4/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.001536] [CE 4.542 (4.294)] [KD 4.070 (3.816)] 2024-10-13 16:24:31,793 - Train: 49.55% [619850/1251000] [495.5/1000.0] [batch_t 0.221 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.001536] [CE 4.425 (4.324)] [KD 3.963 (3.874)] 2024-10-13 16:24:43,904 - Train: 49.55% [619900/1251000] [495.5/1000.0] [batch_t 0.224 (0.242)] [data_t 0.008] [optim_t 0.216] [lr 0.001536] [CE 4.723 (4.261)] [KD 4.190 (3.812)] 2024-10-13 16:24:55,707 - Train: 49.56% [619950/1251000] [495.6/1000.0] [batch_t 0.226 (0.236)] [data_t 0.008] [optim_t 0.218] [lr 0.001536] [CE 4.247 (4.322)] [KD 3.800 (3.831)] 2024-10-13 16:25:07,777 - Train: 49.56% [620000/1251000] [495.6/1000.0] [batch_t 0.447 (0.241)] [data_t 0.010] [optim_t 0.438] [lr 0.001536] [CE 4.069 (4.325)] [KD 3.683 (3.891)] 2024-10-13 16:25:19,624 - Train: 49.56% [620050/1251000] [495.6/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.001535] [CE 4.420 (4.279)] [KD 3.845 (3.849)] 2024-10-13 16:25:31,384 - Train: 49.57% [620100/1251000] [495.7/1000.0] [batch_t 0.237 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.001535] [CE 4.810 (4.297)] [KD 4.119 (3.799)] 2024-10-13 16:25:43,237 - Train: 49.57% [620150/1251000] [495.7/1000.0] [batch_t 0.240 (0.237)] [data_t 0.007] [optim_t 0.233] [lr 0.001535] [CE 3.777 (4.339)] [KD 3.673 (3.892)] 2024-10-13 16:25:55,589 - Train: 49.58% [620200/1251000] [495.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.001535] [CE 4.698 (4.371)] [KD 3.723 (3.832)] 2024-10-13 16:26:07,155 - Train: 49.58% [620250/1251000] [495.8/1000.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.001535] [CE 3.898 (4.294)] [KD 3.496 (3.824)] 2024-10-13 16:26:18,895 - Train: 49.58% [620300/1251000] [495.8/1000.0] [batch_t 0.255 (0.235)] [data_t 0.010] [optim_t 0.245] [lr 0.001534] [CE 4.929 (4.296)] [KD 4.106 (3.821)] 2024-10-13 16:26:30,807 - Train: 49.59% [620350/1251000] [495.9/1000.0] [batch_t 0.225 (0.238)] [data_t 0.006] [optim_t 0.219] [lr 0.001534] [CE 4.330 (4.351)] [KD 3.927 (3.882)] 2024-10-13 16:26:43,253 - Train: 49.59% [620400/1251000] [495.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.008] [optim_t 0.228] [lr 0.001534] [CE 4.707 (4.343)] [KD 4.180 (3.817)] 2024-10-13 16:26:54,794 - Train: 49.60% [620450/1251000] [496.0/1000.0] [batch_t 0.224 (0.231)] [data_t 0.010] [optim_t 0.215] [lr 0.001534] [CE 4.119 (4.357)] [KD 3.937 (3.838)] 2024-10-13 16:27:16,176 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.196)] [top1_cnt 36688] [top5_cnt 45878] [top_all 50000] 2024-10-13 16:27:16,177 - net: 73.376 (91.756) 2024-10-13 16:27:24,992 - Test (net_E): 100.00% [50/50] [batch_t 0.045 (0.161)] [top1_cnt 38950] [top5_cnt 46928] [top_all 50000] 2024-10-13 16:27:24,993 - net_E: 77.900 (93.856) 2024-10-13 16:27:25,206 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 77.942 (epoch: 492)] 2024-10-13 16:27:25,207 - ==> Total time: 1 day, 19:49:18 Eta: 1 day, 20:31:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:27:29,806 - Train: 49.60% [620500/1251000] [496.0/1000.0] [batch_t 0.218 (0.410)] [data_t 0.009] [optim_t 0.209] [lr 0.001534] [CE 4.386 (4.419)] [KD 3.935 (3.904)] 2024-10-13 16:27:41,933 - Train: 49.60% [620550/1251000] [496.0/1000.0] [batch_t 0.226 (0.242)] [data_t 0.007] [optim_t 0.219] [lr 0.001533] [CE 4.688 (4.490)] [KD 4.201 (3.959)] 2024-10-13 16:27:54,443 - Train: 49.61% [620600/1251000] [496.1/1000.0] [batch_t 0.228 (0.250)] [data_t 0.009] [optim_t 0.219] [lr 0.001533] [CE 4.025 (4.372)] [KD 3.747 (3.861)] 2024-10-13 16:28:06,704 - Train: 49.61% [620650/1251000] [496.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.228] [lr 0.001533] [CE 4.604 (4.310)] [KD 3.987 (3.819)] 2024-10-13 16:28:18,481 - Train: 49.62% [620700/1251000] [496.2/1000.0] [batch_t 0.243 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.001533] [CE 3.976 (4.336)] [KD 3.894 (3.824)] 2024-10-13 16:28:30,052 - Train: 49.62% [620750/1251000] [496.2/1000.0] [batch_t 0.224 (0.231)] [data_t 0.008] [optim_t 0.215] [lr 0.001533] [CE 4.167 (4.445)] [KD 3.589 (3.805)] 2024-10-13 16:28:42,523 - Train: 49.62% [620800/1251000] [496.2/1000.0] [batch_t 0.224 (0.249)] [data_t 0.006] [optim_t 0.218] [lr 0.001533] [CE 4.676 (4.372)] [KD 4.023 (3.820)] 2024-10-13 16:28:54,386 - Train: 49.63% [620850/1251000] [496.3/1000.0] [batch_t 0.221 (0.237)] [data_t 0.007] [optim_t 0.215] [lr 0.001532] [CE 3.591 (4.304)] [KD 3.318 (3.782)] 2024-10-13 16:29:06,091 - Train: 49.63% [620900/1251000] [496.3/1000.0] [batch_t 0.223 (0.234)] [data_t 0.010] [optim_t 0.213] [lr 0.001532] [CE 4.260 (4.399)] [KD 3.890 (3.850)] 2024-10-13 16:29:18,082 - Train: 49.64% [620950/1251000] [496.4/1000.0] [batch_t 0.227 (0.240)] [data_t 0.010] [optim_t 0.217] [lr 0.001532] [CE 4.106 (4.285)] [KD 3.836 (3.853)] 2024-10-13 16:29:30,159 - Train: 49.64% [621000/1251000] [496.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.001532] [CE 4.334 (4.285)] [KD 3.858 (3.832)] 2024-10-13 16:29:42,598 - Train: 49.64% [621050/1251000] [496.4/1000.0] [batch_t 0.219 (0.249)] [data_t 0.008] [optim_t 0.211] [lr 0.001532] [CE 4.379 (4.285)] [KD 3.895 (3.815)] 2024-10-13 16:29:54,704 - Train: 49.65% [621100/1251000] [496.5/1000.0] [batch_t 0.262 (0.242)] [data_t 0.010] [optim_t 0.252] [lr 0.001531] [CE 4.420 (4.352)] [KD 3.887 (3.818)] 2024-10-13 16:30:06,914 - Train: 49.65% [621150/1251000] [496.5/1000.0] [batch_t 0.248 (0.244)] [data_t 0.008] [optim_t 0.240] [lr 0.001531] [CE 4.738 (4.290)] [KD 4.256 (3.758)] 2024-10-13 16:30:19,121 - Train: 49.66% [621200/1251000] [496.6/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.001531] [CE 4.186 (4.335)] [KD 3.745 (3.849)] 2024-10-13 16:30:31,056 - Train: 49.66% [621250/1251000] [496.6/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.001531] [CE 3.907 (4.242)] [KD 3.474 (3.793)] 2024-10-13 16:30:42,785 - Train: 49.66% [621300/1251000] [496.6/1000.0] [batch_t 0.232 (0.234)] [data_t 0.006] [optim_t 0.225] [lr 0.001531] [CE 4.341 (4.360)] [KD 3.955 (3.826)] 2024-10-13 16:30:54,743 - Train: 49.67% [621350/1251000] [496.7/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001530] [CE 4.324 (4.289)] [KD 3.804 (3.801)] 2024-10-13 16:31:06,880 - Train: 49.67% [621400/1251000] [496.7/1000.0] [batch_t 0.244 (0.243)] [data_t 0.007] [optim_t 0.237] [lr 0.001530] [CE 4.426 (4.271)] [KD 4.134 (3.827)] 2024-10-13 16:31:19,547 - Train: 49.68% [621450/1251000] [496.8/1000.0] [batch_t 0.240 (0.253)] [data_t 0.008] [optim_t 0.232] [lr 0.001530] [CE 4.433 (4.338)] [KD 3.988 (3.829)] 2024-10-13 16:31:31,343 - Train: 49.68% [621500/1251000] [496.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.010] [optim_t 0.228] [lr 0.001530] [CE 4.195 (4.437)] [KD 3.556 (3.930)] 2024-10-13 16:31:43,182 - Train: 49.68% [621550/1251000] [496.8/1000.0] [batch_t 0.227 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.001530] [CE 4.751 (4.271)] [KD 4.158 (3.838)] 2024-10-13 16:31:55,255 - Train: 49.69% [621600/1251000] [496.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001530] [CE 4.339 (4.341)] [KD 3.828 (3.819)] 2024-10-13 16:32:07,768 - Train: 49.69% [621650/1251000] [496.9/1000.0] [batch_t 0.241 (0.250)] [data_t 0.008] [optim_t 0.233] [lr 0.001529] [CE 4.440 (4.357)] [KD 3.891 (3.869)] 2024-10-13 16:32:19,585 - Train: 49.70% [621700/1251000] [497.0/1000.0] [batch_t 0.237 (0.236)] [data_t 0.010] [optim_t 0.228] [lr 0.001529] [CE 4.180 (4.276)] [KD 3.659 (3.842)] 2024-10-13 16:32:40,104 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.182)] [top1_cnt 37004] [top5_cnt 45997] [top_all 50000] 2024-10-13 16:32:40,105 - net: 74.008 (91.994) 2024-10-13 16:32:49,541 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.173)] [top1_cnt 38921] [top5_cnt 46933] [top_all 50000] 2024-10-13 16:32:49,542 - net_E: 77.842 (93.866) 2024-10-13 16:32:49,726 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 77.942 (epoch: 492)] 2024-10-13 16:32:49,727 - ==> Total time: 1 day, 19:54:42 Eta: 1 day, 20:26:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:32:54,083 - Train: 49.70% [621750/1251000] [497.0/1000.0] [batch_t 0.422 (0.516)] [data_t 0.007] [optim_t 0.415] [lr 0.001529] [CE 4.446 (4.336)] [KD 3.699 (3.712)] 2024-10-13 16:33:06,264 - Train: 49.70% [621800/1251000] [497.0/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.001529] [CE 4.587 (4.334)] [KD 4.026 (3.783)] 2024-10-13 16:33:18,600 - Train: 49.71% [621850/1251000] [497.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.231] [lr 0.001529] [CE 4.195 (4.393)] [KD 3.633 (3.869)] 2024-10-13 16:33:30,831 - Train: 49.71% [621900/1251000] [497.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.001528] [CE 4.294 (4.333)] [KD 3.729 (3.843)] 2024-10-13 16:33:42,887 - Train: 49.72% [621950/1251000] [497.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.001528] [CE 4.065 (4.302)] [KD 3.622 (3.784)] 2024-10-13 16:33:55,109 - Train: 49.72% [622000/1251000] [497.2/1000.0] [batch_t 0.218 (0.244)] [data_t 0.009] [optim_t 0.209] [lr 0.001528] [CE 4.299 (4.326)] [KD 3.861 (3.837)] 2024-10-13 16:34:06,676 - Train: 49.72% [622050/1251000] [497.2/1000.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.001528] [CE 4.455 (4.388)] [KD 3.737 (3.846)] 2024-10-13 16:34:18,488 - Train: 49.73% [622100/1251000] [497.3/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.001528] [CE 4.582 (4.354)] [KD 3.858 (3.788)] 2024-10-13 16:34:30,390 - Train: 49.73% [622150/1251000] [497.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001527] [CE 4.693 (4.423)] [KD 3.835 (3.833)] 2024-10-13 16:34:42,159 - Train: 49.74% [622200/1251000] [497.4/1000.0] [batch_t 0.216 (0.235)] [data_t 0.009] [optim_t 0.206] [lr 0.001527] [CE 3.918 (4.369)] [KD 3.640 (3.855)] 2024-10-13 16:34:53,757 - Train: 49.74% [622250/1251000] [497.4/1000.0] [batch_t 0.225 (0.232)] [data_t 0.010] [optim_t 0.215] [lr 0.001527] [CE 4.555 (4.316)] [KD 3.912 (3.798)] 2024-10-13 16:35:06,014 - Train: 49.74% [622300/1251000] [497.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.226] [lr 0.001527] [CE 4.032 (4.303)] [KD 3.664 (3.747)] 2024-10-13 16:35:17,518 - Train: 49.75% [622350/1251000] [497.5/1000.0] [batch_t 0.240 (0.230)] [data_t 0.009] [optim_t 0.231] [lr 0.001527] [CE 4.392 (4.461)] [KD 4.019 (3.874)] 2024-10-13 16:35:29,361 - Train: 49.75% [622400/1251000] [497.5/1000.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.001527] [CE 3.931 (4.264)] [KD 3.494 (3.759)] 2024-10-13 16:35:41,141 - Train: 49.76% [622450/1251000] [497.6/1000.0] [batch_t 0.219 (0.235)] [data_t 0.006] [optim_t 0.213] [lr 0.001526] [CE 4.120 (4.285)] [KD 3.757 (3.753)] 2024-10-13 16:35:52,844 - Train: 49.76% [622500/1251000] [497.6/1000.0] [batch_t 0.213 (0.234)] [data_t 0.011] [optim_t 0.202] [lr 0.001526] [CE 4.336 (4.360)] [KD 3.843 (3.831)] 2024-10-13 16:36:04,860 - Train: 49.76% [622550/1251000] [497.6/1000.0] [batch_t 0.223 (0.240)] [data_t 0.008] [optim_t 0.215] [lr 0.001526] [CE 4.661 (4.393)] [KD 4.205 (3.869)] 2024-10-13 16:36:17,009 - Train: 49.77% [622600/1251000] [497.7/1000.0] [batch_t 0.417 (0.243)] [data_t 0.007] [optim_t 0.410] [lr 0.001526] [CE 4.092 (4.316)] [KD 3.811 (3.849)] 2024-10-13 16:36:28,552 - Train: 49.77% [622650/1251000] [497.7/1000.0] [batch_t 0.229 (0.231)] [data_t 0.008] [optim_t 0.221] [lr 0.001526] [CE 4.352 (4.378)] [KD 3.802 (3.835)] 2024-10-13 16:36:40,891 - Train: 49.78% [622700/1251000] [497.8/1000.0] [batch_t 0.227 (0.247)] [data_t 0.010] [optim_t 0.217] [lr 0.001525] [CE 4.380 (4.366)] [KD 3.938 (3.779)] 2024-10-13 16:36:52,591 - Train: 49.78% [622750/1251000] [497.8/1000.0] [batch_t 0.231 (0.234)] [data_t 0.010] [optim_t 0.221] [lr 0.001525] [CE 4.381 (4.272)] [KD 3.796 (3.762)] 2024-10-13 16:37:04,364 - Train: 49.78% [622800/1251000] [497.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.228] [lr 0.001525] [CE 3.896 (4.289)] [KD 3.502 (3.794)] 2024-10-13 16:37:16,845 - Train: 49.79% [622850/1251000] [497.9/1000.0] [batch_t 0.229 (0.249)] [data_t 0.009] [optim_t 0.220] [lr 0.001525] [CE 4.313 (4.329)] [KD 3.682 (3.791)] 2024-10-13 16:37:28,899 - Train: 49.79% [622900/1251000] [497.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001525] [CE 4.317 (4.342)] [KD 3.760 (3.848)] 2024-10-13 16:37:40,626 - Train: 49.80% [622950/1251000] [498.0/1000.0] [batch_t 0.214 (0.234)] [data_t 0.007] [optim_t 0.207] [lr 0.001525] [CE 4.378 (4.374)] [KD 3.890 (3.896)] 2024-10-13 16:38:00,363 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 36796] [top5_cnt 45888] [top_all 50000] 2024-10-13 16:38:00,364 - net: 73.592 (91.776) 2024-10-13 16:38:09,139 - Test (net_E): 100.00% [50/50] [batch_t 0.094 (0.160)] [top1_cnt 38955] [top5_cnt 46956] [top_all 50000] 2024-10-13 16:38:09,139 - net_E: 77.910 (93.912) 2024-10-13 16:38:09,361 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 77.942 (epoch: 492)] 2024-10-13 16:38:09,369 - ==> Total time: 1 day, 20:00:02 Eta: 1 day, 20:21:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:38:13,757 - Train: 49.80% [623000/1251000] [498.0/1000.0] [batch_t 0.230 (0.484)] [data_t 0.038] [optim_t 0.192] [lr 0.001524] [CE 4.207 (4.101)] [KD 3.794 (3.660)] 2024-10-13 16:38:25,743 - Train: 49.80% [623050/1251000] [498.0/1000.0] [batch_t 0.229 (0.240)] [data_t 0.008] [optim_t 0.221] [lr 0.001524] [CE 4.352 (4.282)] [KD 3.674 (3.782)] 2024-10-13 16:38:38,037 - Train: 49.81% [623100/1251000] [498.1/1000.0] [batch_t 0.213 (0.246)] [data_t 0.009] [optim_t 0.204] [lr 0.001524] [CE 4.296 (4.386)] [KD 3.670 (3.849)] 2024-10-13 16:38:50,128 - Train: 49.81% [623150/1251000] [498.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001524] [CE 4.293 (4.364)] [KD 3.830 (3.839)] 2024-10-13 16:39:01,664 - Train: 49.82% [623200/1251000] [498.2/1000.0] [batch_t 0.231 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.001524] [CE 4.383 (4.321)] [KD 3.761 (3.784)] 2024-10-13 16:39:13,276 - Train: 49.82% [623250/1251000] [498.2/1000.0] [batch_t 0.222 (0.232)] [data_t 0.008] [optim_t 0.214] [lr 0.001523] [CE 4.137 (4.271)] [KD 3.638 (3.737)] 2024-10-13 16:39:25,645 - Train: 49.82% [623300/1251000] [498.2/1000.0] [batch_t 0.217 (0.247)] [data_t 0.011] [optim_t 0.207] [lr 0.001523] [CE 4.349 (4.291)] [KD 4.079 (3.808)] 2024-10-13 16:39:37,225 - Train: 49.83% [623350/1251000] [498.3/1000.0] [batch_t 0.236 (0.231)] [data_t 0.010] [optim_t 0.226] [lr 0.001523] [CE 4.537 (4.387)] [KD 3.864 (3.783)] 2024-10-13 16:39:48,955 - Train: 49.83% [623400/1251000] [498.3/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.001523] [CE 4.145 (4.342)] [KD 3.553 (3.745)] 2024-10-13 16:40:00,721 - Train: 49.84% [623450/1251000] [498.4/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.001523] [CE 4.826 (4.319)] [KD 4.060 (3.799)] 2024-10-13 16:40:12,934 - Train: 49.84% [623500/1251000] [498.4/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.219] [lr 0.001522] [CE 4.324 (4.335)] [KD 3.831 (3.805)] 2024-10-13 16:40:24,773 - Train: 49.84% [623550/1251000] [498.4/1000.0] [batch_t 0.231 (0.237)] [data_t 0.008] [optim_t 0.224] [lr 0.001522] [CE 4.273 (4.422)] [KD 3.745 (3.843)] 2024-10-13 16:40:36,533 - Train: 49.85% [623600/1251000] [498.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.008] [optim_t 0.226] [lr 0.001522] [CE 4.480 (4.290)] [KD 3.642 (3.739)] 2024-10-13 16:40:48,400 - Train: 49.85% [623650/1251000] [498.5/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.001522] [CE 4.667 (4.318)] [KD 3.885 (3.760)] 2024-10-13 16:41:00,900 - Train: 49.86% [623700/1251000] [498.6/1000.0] [batch_t 0.225 (0.250)] [data_t 0.007] [optim_t 0.218] [lr 0.001522] [CE 4.578 (4.301)] [KD 3.926 (3.789)] 2024-10-13 16:41:13,151 - Train: 49.86% [623750/1251000] [498.6/1000.0] [batch_t 0.227 (0.245)] [data_t 0.006] [optim_t 0.220] [lr 0.001522] [CE 4.250 (4.331)] [KD 3.625 (3.798)] 2024-10-13 16:41:25,422 - Train: 49.86% [623800/1251000] [498.6/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.001521] [CE 4.313 (4.390)] [KD 3.830 (3.807)] 2024-10-13 16:41:36,991 - Train: 49.87% [623850/1251000] [498.7/1000.0] [batch_t 0.232 (0.231)] [data_t 0.007] [optim_t 0.224] [lr 0.001521] [CE 4.408 (4.305)] [KD 4.146 (3.823)] 2024-10-13 16:41:49,415 - Train: 49.87% [623900/1251000] [498.7/1000.0] [batch_t 0.232 (0.247)] [data_t 0.007] [optim_t 0.225] [lr 0.001521] [CE 4.022 (4.313)] [KD 3.868 (3.819)] 2024-10-13 16:42:01,085 - Train: 49.88% [623950/1251000] [498.8/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.223] [lr 0.001521] [CE 4.715 (4.335)] [KD 4.069 (3.828)] 2024-10-13 16:42:12,767 - Train: 49.88% [624000/1251000] [498.8/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.001521] [CE 4.480 (4.315)] [KD 3.735 (3.775)] 2024-10-13 16:42:24,291 - Train: 49.88% [624050/1251000] [498.8/1000.0] [batch_t 0.224 (0.230)] [data_t 0.008] [optim_t 0.217] [lr 0.001520] [CE 3.932 (4.363)] [KD 3.773 (3.827)] 2024-10-13 16:42:36,616 - Train: 49.89% [624100/1251000] [498.9/1000.0] [batch_t 0.220 (0.246)] [data_t 0.007] [optim_t 0.212] [lr 0.001520] [CE 4.598 (4.314)] [KD 3.793 (3.796)] 2024-10-13 16:42:48,365 - Train: 49.89% [624150/1251000] [498.9/1000.0] [batch_t 0.254 (0.235)] [data_t 0.007] [optim_t 0.248] [lr 0.001520] [CE 4.412 (4.421)] [KD 3.665 (3.868)] 2024-10-13 16:42:59,969 - Train: 49.90% [624200/1251000] [499.0/1000.0] [batch_t 0.216 (0.232)] [data_t 0.010] [optim_t 0.206] [lr 0.001520] [CE 4.861 (4.347)] [KD 4.256 (3.830)] 2024-10-13 16:43:19,584 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.158)] [top1_cnt 36760] [top5_cnt 45990] [top_all 50000] 2024-10-13 16:43:19,584 - net: 73.520 (91.980) 2024-10-13 16:43:28,106 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.155)] [top1_cnt 39012] [top5_cnt 46963] [top_all 50000] 2024-10-13 16:43:28,107 - net_E: 78.024 (93.926) 2024-10-13 16:43:28,298 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 78.024 (epoch: 499)] 2024-10-13 16:43:28,298 - ==> Total time: 1 day, 20:05:21 Eta: 1 day, 20:15:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:43:41,357 - Train: 49.90% [624250/1251000] [499.0/1000.0] [batch_t 0.769 (0.769)] [data_t 0.540] [optim_t 0.228] [lr 0.001520] [CE 4.036 (4.036)] [KD 3.481 (3.481)] 2024-10-13 16:43:53,287 - Train: 49.90% [624300/1251000] [499.0/1000.0] [batch_t 0.227 (0.238)] [data_t 0.011] [optim_t 0.217] [lr 0.001519] [CE 3.918 (4.309)] [KD 3.730 (3.758)] 2024-10-13 16:44:05,203 - Train: 49.91% [624350/1251000] [499.1/1000.0] [batch_t 0.235 (0.238)] [data_t 0.007] [optim_t 0.227] [lr 0.001519] [CE 4.361 (4.331)] [KD 3.691 (3.767)] 2024-10-13 16:44:17,020 - Train: 49.91% [624400/1251000] [499.1/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.001519] [CE 4.003 (4.356)] [KD 3.650 (3.813)] 2024-10-13 16:44:29,144 - Train: 49.92% [624450/1251000] [499.2/1000.0] [batch_t 0.218 (0.242)] [data_t 0.010] [optim_t 0.208] [lr 0.001519] [CE 4.224 (4.403)] [KD 3.794 (3.831)] 2024-10-13 16:44:40,888 - Train: 49.92% [624500/1251000] [499.2/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001519] [CE 4.879 (4.318)] [KD 3.938 (3.782)] 2024-10-13 16:44:52,720 - Train: 49.92% [624550/1251000] [499.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001519] [CE 4.667 (4.341)] [KD 3.966 (3.821)] 2024-10-13 16:45:04,550 - Train: 49.93% [624600/1251000] [499.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.011] [optim_t 0.224] [lr 0.001518] [CE 4.091 (4.335)] [KD 3.625 (3.782)] 2024-10-13 16:45:16,444 - Train: 49.93% [624650/1251000] [499.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.001518] [CE 3.644 (4.338)] [KD 3.400 (3.813)] 2024-10-13 16:45:28,285 - Train: 49.94% [624700/1251000] [499.4/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.001518] [CE 4.304 (4.281)] [KD 3.837 (3.784)] 2024-10-13 16:45:40,291 - Train: 49.94% [624750/1251000] [499.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.006] [optim_t 0.228] [lr 0.001518] [CE 4.376 (4.351)] [KD 3.654 (3.828)] 2024-10-13 16:45:52,467 - Train: 49.94% [624800/1251000] [499.4/1000.0] [batch_t 0.219 (0.243)] [data_t 0.007] [optim_t 0.212] [lr 0.001518] [CE 4.226 (4.381)] [KD 3.711 (3.857)] 2024-10-13 16:46:04,172 - Train: 49.95% [624850/1251000] [499.5/1000.0] [batch_t 0.235 (0.234)] [data_t 0.007] [optim_t 0.228] [lr 0.001517] [CE 4.240 (4.320)] [KD 3.693 (3.817)] 2024-10-13 16:46:16,029 - Train: 49.95% [624900/1251000] [499.5/1000.0] [batch_t 0.222 (0.237)] [data_t 0.008] [optim_t 0.214] [lr 0.001517] [CE 4.193 (4.413)] [KD 3.737 (3.886)] 2024-10-13 16:46:27,704 - Train: 49.96% [624950/1251000] [499.6/1000.0] [batch_t 0.221 (0.233)] [data_t 0.010] [optim_t 0.211] [lr 0.001517] [CE 4.090 (4.367)] [KD 4.031 (3.878)] 2024-10-13 16:46:39,690 - Train: 49.96% [625000/1251000] [499.6/1000.0] [batch_t 0.216 (0.240)] [data_t 0.010] [optim_t 0.206] [lr 0.001517] [CE 4.527 (4.271)] [KD 3.596 (3.793)] 2024-10-13 16:46:51,841 - Train: 49.96% [625050/1251000] [499.6/1000.0] [batch_t 0.417 (0.243)] [data_t 0.007] [optim_t 0.410] [lr 0.001517] [CE 4.152 (4.293)] [KD 3.531 (3.763)] 2024-10-13 16:47:03,963 - Train: 49.97% [625100/1251000] [499.7/1000.0] [batch_t 0.242 (0.242)] [data_t 0.007] [optim_t 0.236] [lr 0.001516] [CE 3.936 (4.375)] [KD 3.667 (3.825)] 2024-10-13 16:47:15,817 - Train: 49.97% [625150/1251000] [499.7/1000.0] [batch_t 0.227 (0.237)] [data_t 0.011] [optim_t 0.217] [lr 0.001516] [CE 4.107 (4.324)] [KD 3.924 (3.790)] 2024-10-13 16:47:27,675 - Train: 49.98% [625200/1251000] [499.8/1000.0] [batch_t 0.242 (0.237)] [data_t 0.007] [optim_t 0.235] [lr 0.001516] [CE 4.093 (4.339)] [KD 3.696 (3.840)] 2024-10-13 16:47:39,641 - Train: 49.98% [625250/1251000] [499.8/1000.0] [batch_t 0.219 (0.239)] [data_t 0.007] [optim_t 0.212] [lr 0.001516] [CE 4.950 (4.354)] [KD 4.359 (3.812)] 2024-10-13 16:47:51,313 - Train: 49.98% [625300/1251000] [499.8/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.214] [lr 0.001516] [CE 4.204 (4.369)] [KD 3.777 (3.844)] 2024-10-13 16:48:03,385 - Train: 49.99% [625350/1251000] [499.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001516] [CE 4.268 (4.316)] [KD 3.760 (3.835)] 2024-10-13 16:48:15,467 - Train: 49.99% [625400/1251000] [499.9/1000.0] [batch_t 0.250 (0.241)] [data_t 0.007] [optim_t 0.244] [lr 0.001515] [CE 3.901 (4.414)] [KD 3.433 (3.857)] 2024-10-13 16:48:27,734 - Train: 50.00% [625450/1251000] [500.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.007] [optim_t 0.227] [lr 0.001515] [CE 4.224 (4.273)] [KD 4.069 (3.799)] 2024-10-13 16:48:39,241 - Train: 50.00% [625500/1251000] [500.0/1000.0] [batch_t 0.212 (0.230)] [data_t 0.008] [optim_t 0.204] [lr 0.001515] [CE 4.338 (4.329)] [KD 3.925 (3.817)] 2024-10-13 16:48:48,786 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.179)] [top1_cnt 37024] [top5_cnt 46038] [top_all 50000] 2024-10-13 16:48:48,786 - net: 74.048 (92.076) 2024-10-13 16:48:57,349 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.155)] [top1_cnt 38987] [top5_cnt 46987] [top_all 50000] 2024-10-13 16:48:57,350 - net_E: 77.974 (93.974) 2024-10-13 16:48:57,586 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 78.024 (epoch: 499)] 2024-10-13 16:48:57,586 - ==> Total time: 1 day, 20:10:50 Eta: 1 day, 20:10:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:49:12,595 - Train: 50.00% [625550/1251000] [500.0/1000.0] [batch_t 0.233 (0.250)] [data_t 0.008] [optim_t 0.225] [lr 0.001515] [CE 4.859 (4.300)] [KD 4.224 (3.776)] 2024-10-13 16:49:24,582 - Train: 50.01% [625600/1251000] [500.1/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.001515] [CE 4.270 (4.368)] [KD 3.607 (3.813)] 2024-10-13 16:49:36,466 - Train: 50.01% [625650/1251000] [500.1/1000.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.001514] [CE 3.451 (4.327)] [KD 3.297 (3.751)] 2024-10-13 16:49:48,358 - Train: 50.02% [625700/1251000] [500.2/1000.0] [batch_t 0.222 (0.238)] [data_t 0.011] [optim_t 0.211] [lr 0.001514] [CE 4.547 (4.379)] [KD 3.802 (3.766)] 2024-10-13 16:50:00,269 - Train: 50.02% [625750/1251000] [500.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.008] [optim_t 0.220] [lr 0.001514] [CE 4.647 (4.406)] [KD 4.079 (3.837)] 2024-10-13 16:50:11,897 - Train: 50.02% [625800/1251000] [500.2/1000.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.001514] [CE 4.118 (4.317)] [KD 3.894 (3.786)] 2024-10-13 16:50:24,346 - Train: 50.03% [625850/1251000] [500.3/1000.0] [batch_t 0.219 (0.249)] [data_t 0.009] [optim_t 0.209] [lr 0.001514] [CE 4.801 (4.334)] [KD 3.970 (3.770)] 2024-10-13 16:50:36,575 - Train: 50.03% [625900/1251000] [500.3/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.001514] [CE 3.918 (4.362)] [KD 3.354 (3.808)] 2024-10-13 16:50:48,213 - Train: 50.04% [625950/1251000] [500.4/1000.0] [batch_t 0.224 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.001513] [CE 4.773 (4.381)] [KD 4.186 (3.830)] 2024-10-13 16:50:59,961 - Train: 50.04% [626000/1251000] [500.4/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.001513] [CE 4.476 (4.333)] [KD 3.842 (3.807)] 2024-10-13 16:51:11,846 - Train: 50.04% [626050/1251000] [500.4/1000.0] [batch_t 0.224 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.001513] [CE 4.582 (4.393)] [KD 4.000 (3.821)] 2024-10-13 16:51:23,699 - Train: 50.05% [626100/1251000] [500.5/1000.0] [batch_t 0.229 (0.237)] [data_t 0.008] [optim_t 0.221] [lr 0.001513] [CE 4.068 (4.293)] [KD 3.735 (3.828)] 2024-10-13 16:51:35,126 - Train: 50.05% [626150/1251000] [500.5/1000.0] [batch_t 0.239 (0.228)] [data_t 0.006] [optim_t 0.233] [lr 0.001513] [CE 4.455 (4.261)] [KD 3.745 (3.713)] 2024-10-13 16:51:46,767 - Train: 50.06% [626200/1251000] [500.6/1000.0] [batch_t 0.252 (0.233)] [data_t 0.008] [optim_t 0.244] [lr 0.001512] [CE 4.377 (4.360)] [KD 3.645 (3.767)] 2024-10-13 16:51:59,194 - Train: 50.06% [626250/1251000] [500.6/1000.0] [batch_t 0.223 (0.248)] [data_t 0.009] [optim_t 0.214] [lr 0.001512] [CE 4.335 (4.287)] [KD 3.763 (3.731)] 2024-10-13 16:52:11,093 - Train: 50.06% [626300/1251000] [500.6/1000.0] [batch_t 0.225 (0.238)] [data_t 0.006] [optim_t 0.219] [lr 0.001512] [CE 4.294 (4.340)] [KD 3.672 (3.790)] 2024-10-13 16:52:22,823 - Train: 50.07% [626350/1251000] [500.7/1000.0] [batch_t 0.222 (0.234)] [data_t 0.006] [optim_t 0.216] [lr 0.001512] [CE 3.973 (4.390)] [KD 3.822 (3.842)] 2024-10-13 16:52:34,447 - Train: 50.07% [626400/1251000] [500.7/1000.0] [batch_t 0.226 (0.232)] [data_t 0.008] [optim_t 0.218] [lr 0.001512] [CE 3.750 (4.336)] [KD 3.378 (3.811)] 2024-10-13 16:52:46,484 - Train: 50.08% [626450/1251000] [500.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.006] [optim_t 0.230] [lr 0.001511] [CE 4.506 (4.377)] [KD 4.191 (3.832)] 2024-10-13 16:52:58,307 - Train: 50.08% [626500/1251000] [500.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.001511] [CE 4.867 (4.398)] [KD 4.184 (3.840)] 2024-10-13 16:53:10,576 - Train: 50.08% [626550/1251000] [500.8/1000.0] [batch_t 0.256 (0.245)] [data_t 0.008] [optim_t 0.248] [lr 0.001511] [CE 4.360 (4.340)] [KD 3.744 (3.871)] 2024-10-13 16:53:22,382 - Train: 50.09% [626600/1251000] [500.9/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.001511] [CE 4.200 (4.323)] [KD 3.797 (3.868)] 2024-10-13 16:53:34,455 - Train: 50.09% [626650/1251000] [500.9/1000.0] [batch_t 0.238 (0.241)] [data_t 0.010] [optim_t 0.229] [lr 0.001511] [CE 4.342 (4.333)] [KD 3.952 (3.791)] 2024-10-13 16:53:46,352 - Train: 50.10% [626700/1251000] [501.0/1000.0] [batch_t 0.228 (0.238)] [data_t 0.006] [optim_t 0.222] [lr 0.001511] [CE 4.241 (4.303)] [KD 3.612 (3.780)] 2024-10-13 16:53:57,619 - Train: 50.10% [626750/1251000] [501.0/1000.0] [batch_t 0.211 (0.225)] [data_t 0.008] [optim_t 0.203] [lr 0.001510] [CE 4.584 (4.327)] [KD 4.064 (3.825)] 2024-10-13 16:54:05,871 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.149)] [top1_cnt 37003] [top5_cnt 45929] [top_all 50000] 2024-10-13 16:54:05,872 - net: 74.006 (91.858) 2024-10-13 16:54:14,266 - Test (net_E): 100.00% [50/50] [batch_t 0.168 (0.151)] [top1_cnt 39013] [top5_cnt 46973] [top_all 50000] 2024-10-13 16:54:14,266 - net_E: 78.026 (93.946) 2024-10-13 16:54:14,456 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 78.026 (epoch: 501)] 2024-10-13 16:54:14,456 - ==> Total time: 1 day, 20:16:07 Eta: 1 day, 20:05:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:54:38,559 - Train: 50.10% [626800/1251000] [501.0/1000.0] [batch_t 0.203 (0.241)] [data_t 0.006] [optim_t 0.197] [lr 0.001510] [CE 4.166 (4.316)] [KD 3.765 (3.744)] 2024-10-13 16:54:50,902 - Train: 50.11% [626850/1251000] [501.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.010] [optim_t 0.226] [lr 0.001510] [CE 4.341 (4.347)] [KD 3.985 (3.820)] 2024-10-13 16:55:02,755 - Train: 50.11% [626900/1251000] [501.1/1000.0] [batch_t 0.433 (0.237)] [data_t 0.006] [optim_t 0.427] [lr 0.001510] [CE 3.837 (4.379)] [KD 3.628 (3.844)] 2024-10-13 16:55:14,525 - Train: 50.12% [626950/1251000] [501.2/1000.0] [batch_t 0.227 (0.235)] [data_t 0.008] [optim_t 0.220] [lr 0.001510] [CE 4.406 (4.342)] [KD 3.793 (3.737)] 2024-10-13 16:55:26,492 - Train: 50.12% [627000/1251000] [501.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.001509] [CE 4.732 (4.365)] [KD 4.093 (3.817)] 2024-10-13 16:55:38,347 - Train: 50.12% [627050/1251000] [501.2/1000.0] [batch_t 0.228 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.001509] [CE 3.889 (4.306)] [KD 3.609 (3.771)] 2024-10-13 16:55:49,984 - Train: 50.13% [627100/1251000] [501.3/1000.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.001509] [CE 4.412 (4.390)] [KD 3.745 (3.838)] 2024-10-13 16:56:02,124 - Train: 50.13% [627150/1251000] [501.3/1000.0] [batch_t 0.268 (0.243)] [data_t 0.007] [optim_t 0.261] [lr 0.001509] [CE 3.824 (4.347)] [KD 3.654 (3.772)] 2024-10-13 16:56:14,186 - Train: 50.14% [627200/1251000] [501.4/1000.0] [batch_t 0.222 (0.241)] [data_t 0.010] [optim_t 0.212] [lr 0.001509] [CE 4.261 (4.346)] [KD 3.842 (3.825)] 2024-10-13 16:56:26,155 - Train: 50.14% [627250/1251000] [501.4/1000.0] [batch_t 0.221 (0.239)] [data_t 0.009] [optim_t 0.213] [lr 0.001508] [CE 4.132 (4.293)] [KD 3.738 (3.803)] 2024-10-13 16:56:38,054 - Train: 50.14% [627300/1251000] [501.4/1000.0] [batch_t 0.221 (0.238)] [data_t 0.008] [optim_t 0.213] [lr 0.001508] [CE 4.055 (4.351)] [KD 3.482 (3.804)] 2024-10-13 16:56:49,641 - Train: 50.15% [627350/1251000] [501.5/1000.0] [batch_t 0.218 (0.232)] [data_t 0.010] [optim_t 0.207] [lr 0.001508] [CE 4.489 (4.392)] [KD 3.868 (3.821)] 2024-10-13 16:57:00,999 - Train: 50.15% [627400/1251000] [501.5/1000.0] [batch_t 0.234 (0.227)] [data_t 0.008] [optim_t 0.225] [lr 0.001508] [CE 4.044 (4.329)] [KD 3.835 (3.781)] 2024-10-13 16:57:13,560 - Train: 50.16% [627450/1251000] [501.6/1000.0] [batch_t 0.234 (0.251)] [data_t 0.008] [optim_t 0.227] [lr 0.001508] [CE 4.150 (4.295)] [KD 3.787 (3.763)] 2024-10-13 16:57:25,302 - Train: 50.16% [627500/1251000] [501.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.006] [optim_t 0.229] [lr 0.001508] [CE 4.279 (4.405)] [KD 3.840 (3.853)] 2024-10-13 16:57:37,232 - Train: 50.16% [627550/1251000] [501.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.001507] [CE 4.580 (4.323)] [KD 3.942 (3.833)] 2024-10-13 16:57:48,895 - Train: 50.17% [627600/1251000] [501.7/1000.0] [batch_t 0.214 (0.233)] [data_t 0.010] [optim_t 0.204] [lr 0.001507] [CE 4.360 (4.401)] [KD 3.878 (3.880)] 2024-10-13 16:58:00,691 - Train: 50.17% [627650/1251000] [501.7/1000.0] [batch_t 0.246 (0.236)] [data_t 0.007] [optim_t 0.239] [lr 0.001507] [CE 3.949 (4.357)] [KD 3.616 (3.854)] 2024-10-13 16:58:12,115 - Train: 50.18% [627700/1251000] [501.8/1000.0] [batch_t 0.231 (0.228)] [data_t 0.008] [optim_t 0.223] [lr 0.001507] [CE 4.471 (4.312)] [KD 3.835 (3.809)] 2024-10-13 16:58:24,336 - Train: 50.18% [627750/1251000] [501.8/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.001507] [CE 4.506 (4.299)] [KD 3.980 (3.867)] 2024-10-13 16:58:36,420 - Train: 50.18% [627800/1251000] [501.8/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.001506] [CE 4.423 (4.274)] [KD 3.941 (3.824)] 2024-10-13 16:58:48,781 - Train: 50.19% [627850/1251000] [501.9/1000.0] [batch_t 0.226 (0.247)] [data_t 0.008] [optim_t 0.218] [lr 0.001506] [CE 4.488 (4.366)] [KD 4.029 (3.822)] 2024-10-13 16:59:00,724 - Train: 50.19% [627900/1251000] [501.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.006] [optim_t 0.223] [lr 0.001506] [CE 4.297 (4.288)] [KD 3.591 (3.765)] 2024-10-13 16:59:12,732 - Train: 50.20% [627950/1251000] [502.0/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.001506] [CE 4.570 (4.291)] [KD 4.148 (3.794)] 2024-10-13 16:59:24,140 - Train: 50.20% [628000/1251000] [502.0/1000.0] [batch_t 0.202 (0.228)] [data_t 0.009] [optim_t 0.194] [lr 0.001506] [CE 5.027 (4.339)] [KD 4.173 (3.806)] 2024-10-13 16:59:33,199 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 36768] [top5_cnt 45838] [top_all 50000] 2024-10-13 16:59:33,200 - net: 73.536 (91.676) 2024-10-13 16:59:42,090 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 38996] [top5_cnt 46958] [top_all 50000] 2024-10-13 16:59:42,091 - net_E: 77.992 (93.916) 2024-10-13 16:59:42,302 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 78.026 (epoch: 501)] 2024-10-13 16:59:42,303 - ==> Total time: 1 day, 20:21:35 Eta: 1 day, 20:00:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 16:59:58,563 - Train: 50.20% [628050/1251000] [502.0/1000.0] [batch_t 0.240 (0.267)] [data_t 0.007] [optim_t 0.233] [lr 0.001505] [CE 4.002 (4.386)] [KD 3.659 (3.843)] 2024-10-13 17:00:11,055 - Train: 50.21% [628100/1251000] [502.1/1000.0] [batch_t 0.247 (0.250)] [data_t 0.010] [optim_t 0.237] [lr 0.001505] [CE 4.313 (4.313)] [KD 3.772 (3.778)] 2024-10-13 17:00:23,073 - Train: 50.21% [628150/1251000] [502.1/1000.0] [batch_t 0.239 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.001505] [CE 4.675 (4.342)] [KD 3.922 (3.768)] 2024-10-13 17:00:34,916 - Train: 50.22% [628200/1251000] [502.2/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.001505] [CE 4.330 (4.244)] [KD 3.740 (3.757)] 2024-10-13 17:00:46,943 - Train: 50.22% [628250/1251000] [502.2/1000.0] [batch_t 0.225 (0.240)] [data_t 0.008] [optim_t 0.216] [lr 0.001505] [CE 4.056 (4.292)] [KD 3.532 (3.791)] 2024-10-13 17:00:58,503 - Train: 50.22% [628300/1251000] [502.2/1000.0] [batch_t 0.213 (0.231)] [data_t 0.007] [optim_t 0.206] [lr 0.001505] [CE 4.491 (4.277)] [KD 3.777 (3.746)] 2024-10-13 17:01:10,070 - Train: 50.23% [628350/1251000] [502.3/1000.0] [batch_t 0.233 (0.231)] [data_t 0.008] [optim_t 0.225] [lr 0.001504] [CE 4.071 (4.350)] [KD 3.684 (3.844)] 2024-10-13 17:01:22,344 - Train: 50.23% [628400/1251000] [502.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.007] [optim_t 0.231] [lr 0.001504] [CE 4.505 (4.304)] [KD 3.850 (3.748)] 2024-10-13 17:01:34,640 - Train: 50.24% [628450/1251000] [502.4/1000.0] [batch_t 0.474 (0.246)] [data_t 0.009] [optim_t 0.465] [lr 0.001504] [CE 4.735 (4.295)] [KD 4.097 (3.759)] 2024-10-13 17:01:46,606 - Train: 50.24% [628500/1251000] [502.4/1000.0] [batch_t 0.216 (0.239)] [data_t 0.007] [optim_t 0.209] [lr 0.001504] [CE 4.297 (4.320)] [KD 3.771 (3.801)] 2024-10-13 17:01:58,665 - Train: 50.24% [628550/1251000] [502.4/1000.0] [batch_t 0.229 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.001504] [CE 4.273 (4.326)] [KD 4.038 (3.788)] 2024-10-13 17:02:10,412 - Train: 50.25% [628600/1251000] [502.5/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.001503] [CE 3.881 (4.363)] [KD 3.648 (3.816)] 2024-10-13 17:02:22,374 - Train: 50.25% [628650/1251000] [502.5/1000.0] [batch_t 0.228 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.001503] [CE 4.395 (4.284)] [KD 3.813 (3.775)] 2024-10-13 17:02:34,678 - Train: 50.26% [628700/1251000] [502.6/1000.0] [batch_t 0.223 (0.246)] [data_t 0.010] [optim_t 0.214] [lr 0.001503] [CE 4.691 (4.355)] [KD 3.714 (3.760)] 2024-10-13 17:02:46,430 - Train: 50.26% [628750/1251000] [502.6/1000.0] [batch_t 0.232 (0.235)] [data_t 0.008] [optim_t 0.224] [lr 0.001503] [CE 3.922 (4.354)] [KD 3.502 (3.806)] 2024-10-13 17:02:58,485 - Train: 50.26% [628800/1251000] [502.6/1000.0] [batch_t 0.211 (0.241)] [data_t 0.009] [optim_t 0.202] [lr 0.001503] [CE 3.846 (4.359)] [KD 3.611 (3.851)] 2024-10-13 17:03:10,852 - Train: 50.27% [628850/1251000] [502.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.008] [optim_t 0.227] [lr 0.001503] [CE 4.848 (4.386)] [KD 4.113 (3.893)] 2024-10-13 17:03:22,670 - Train: 50.27% [628900/1251000] [502.7/1000.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.001502] [CE 4.547 (4.360)] [KD 4.017 (3.820)] 2024-10-13 17:03:34,351 - Train: 50.28% [628950/1251000] [502.8/1000.0] [batch_t 0.232 (0.233)] [data_t 0.008] [optim_t 0.224] [lr 0.001502] [CE 4.491 (4.320)] [KD 3.773 (3.829)] 2024-10-13 17:03:46,271 - Train: 50.28% [629000/1251000] [502.8/1000.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.001502] [CE 4.528 (4.356)] [KD 4.189 (3.815)] 2024-10-13 17:03:58,197 - Train: 50.28% [629050/1251000] [502.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.007] [optim_t 0.233] [lr 0.001502] [CE 5.106 (4.377)] [KD 4.133 (3.837)] 2024-10-13 17:04:10,545 - Train: 50.29% [629100/1251000] [502.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.006] [optim_t 0.232] [lr 0.001502] [CE 4.370 (4.271)] [KD 3.622 (3.714)] 2024-10-13 17:04:22,814 - Train: 50.29% [629150/1251000] [502.9/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.001501] [CE 3.877 (4.322)] [KD 3.578 (3.789)] 2024-10-13 17:04:34,712 - Train: 50.30% [629200/1251000] [503.0/1000.0] [batch_t 0.221 (0.238)] [data_t 0.006] [optim_t 0.215] [lr 0.001501] [CE 4.821 (4.358)] [KD 4.159 (3.849)] 2024-10-13 17:04:46,409 - Train: 50.30% [629250/1251000] [503.0/1000.0] [batch_t 0.204 (0.234)] [data_t 0.008] [optim_t 0.196] [lr 0.001501] [CE 4.699 (4.350)] [KD 3.953 (3.798)] 2024-10-13 17:04:55,352 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.155)] [top1_cnt 36955] [top5_cnt 45992] [top_all 50000] 2024-10-13 17:04:55,353 - net: 73.910 (91.984) 2024-10-13 17:05:03,887 - Test (net_E): 100.00% [50/50] [batch_t 0.280 (0.155)] [top1_cnt 38977] [top5_cnt 46962] [top_all 50000] 2024-10-13 17:05:03,887 - net_E: 77.954 (93.924) 2024-10-13 17:05:04,092 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 78.026 (epoch: 501)] 2024-10-13 17:05:04,092 - ==> Total time: 1 day, 20:26:56 Eta: 1 day, 19:55:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:05:19,585 - Train: 50.30% [629300/1251000] [503.0/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001501] [CE 4.093 (4.302)] [KD 3.787 (3.801)] 2024-10-13 17:05:31,609 - Train: 50.31% [629350/1251000] [503.1/1000.0] [batch_t 0.242 (0.240)] [data_t 0.010] [optim_t 0.232] [lr 0.001501] [CE 4.246 (4.314)] [KD 3.792 (3.748)] 2024-10-13 17:05:43,860 - Train: 50.31% [629400/1251000] [503.1/1000.0] [batch_t 0.226 (0.245)] [data_t 0.010] [optim_t 0.215] [lr 0.001500] [CE 4.053 (4.330)] [KD 3.697 (3.808)] 2024-10-13 17:05:55,937 - Train: 50.32% [629450/1251000] [503.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.001500] [CE 3.916 (4.349)] [KD 3.250 (3.736)] 2024-10-13 17:06:07,385 - Train: 50.32% [629500/1251000] [503.2/1000.0] [batch_t 0.235 (0.229)] [data_t 0.010] [optim_t 0.226] [lr 0.001500] [CE 4.370 (4.311)] [KD 4.073 (3.669)] 2024-10-13 17:06:19,163 - Train: 50.32% [629550/1251000] [503.2/1000.0] [batch_t 0.228 (0.235)] [data_t 0.007] [optim_t 0.221] [lr 0.001500] [CE 4.352 (4.381)] [KD 3.984 (3.799)] 2024-10-13 17:06:31,571 - Train: 50.33% [629600/1251000] [503.3/1000.0] [batch_t 0.230 (0.248)] [data_t 0.008] [optim_t 0.222] [lr 0.001500] [CE 4.524 (4.400)] [KD 3.899 (3.822)] 2024-10-13 17:06:42,935 - Train: 50.33% [629650/1251000] [503.3/1000.0] [batch_t 0.237 (0.227)] [data_t 0.008] [optim_t 0.229] [lr 0.001500] [CE 5.038 (4.281)] [KD 4.442 (3.759)] 2024-10-13 17:06:54,881 - Train: 50.34% [629700/1251000] [503.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001499] [CE 4.496 (4.311)] [KD 3.698 (3.799)] 2024-10-13 17:07:06,972 - Train: 50.34% [629750/1251000] [503.4/1000.0] [batch_t 0.243 (0.242)] [data_t 0.008] [optim_t 0.235] [lr 0.001499] [CE 4.053 (4.253)] [KD 3.515 (3.764)] 2024-10-13 17:07:18,996 - Train: 50.34% [629800/1251000] [503.4/1000.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.001499] [CE 4.301 (4.271)] [KD 3.762 (3.760)] 2024-10-13 17:07:30,839 - Train: 50.35% [629850/1251000] [503.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.001499] [CE 4.322 (4.281)] [KD 4.074 (3.782)] 2024-10-13 17:07:42,896 - Train: 50.35% [629900/1251000] [503.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001499] [CE 4.309 (4.359)] [KD 3.970 (3.812)] 2024-10-13 17:07:55,023 - Train: 50.36% [629950/1251000] [503.6/1000.0] [batch_t 0.210 (0.242)] [data_t 0.008] [optim_t 0.202] [lr 0.001498] [CE 3.835 (4.333)] [KD 3.661 (3.805)] 2024-10-13 17:08:07,004 - Train: 50.36% [630000/1251000] [503.6/1000.0] [batch_t 0.251 (0.239)] [data_t 0.010] [optim_t 0.242] [lr 0.001498] [CE 4.672 (4.317)] [KD 3.894 (3.775)] 2024-10-13 17:08:18,804 - Train: 50.36% [630050/1251000] [503.6/1000.0] [batch_t 0.217 (0.236)] [data_t 0.010] [optim_t 0.207] [lr 0.001498] [CE 4.404 (4.331)] [KD 3.634 (3.765)] 2024-10-13 17:08:30,673 - Train: 50.37% [630100/1251000] [503.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.010] [optim_t 0.225] [lr 0.001498] [CE 4.431 (4.345)] [KD 3.957 (3.777)] 2024-10-13 17:08:42,522 - Train: 50.37% [630150/1251000] [503.7/1000.0] [batch_t 0.240 (0.237)] [data_t 0.010] [optim_t 0.230] [lr 0.001498] [CE 4.584 (4.377)] [KD 4.323 (3.818)] 2024-10-13 17:08:54,797 - Train: 50.38% [630200/1251000] [503.8/1000.0] [batch_t 0.224 (0.245)] [data_t 0.010] [optim_t 0.214] [lr 0.001497] [CE 4.308 (4.332)] [KD 3.670 (3.793)] 2024-10-13 17:09:06,920 - Train: 50.38% [630250/1251000] [503.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001497] [CE 4.358 (4.363)] [KD 3.958 (3.816)] 2024-10-13 17:09:18,486 - Train: 50.38% [630300/1251000] [503.8/1000.0] [batch_t 0.221 (0.231)] [data_t 0.007] [optim_t 0.214] [lr 0.001497] [CE 4.106 (4.389)] [KD 3.660 (3.843)] 2024-10-13 17:09:30,258 - Train: 50.39% [630350/1251000] [503.9/1000.0] [batch_t 0.222 (0.235)] [data_t 0.009] [optim_t 0.213] [lr 0.001497] [CE 4.745 (4.346)] [KD 3.919 (3.782)] 2024-10-13 17:09:42,308 - Train: 50.39% [630400/1251000] [503.9/1000.0] [batch_t 0.227 (0.241)] [data_t 0.006] [optim_t 0.221] [lr 0.001497] [CE 4.303 (4.312)] [KD 3.494 (3.759)] 2024-10-13 17:09:53,835 - Train: 50.40% [630450/1251000] [504.0/1000.0] [batch_t 0.223 (0.230)] [data_t 0.006] [optim_t 0.216] [lr 0.001497] [CE 3.905 (4.201)] [KD 3.457 (3.736)] 2024-10-13 17:10:05,481 - Train: 50.40% [630500/1251000] [504.0/1000.0] [batch_t 0.210 (0.233)] [data_t 0.007] [optim_t 0.203] [lr 0.001496] [CE 4.565 (4.268)] [KD 4.010 (3.785)] 2024-10-13 17:10:14,533 - Test (net): 100.00% [50/50] [batch_t 0.036 (0.153)] [top1_cnt 36929] [top5_cnt 45930] [top_all 50000] 2024-10-13 17:10:14,534 - net: 73.858 (91.860) 2024-10-13 17:10:23,173 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.157)] [top1_cnt 39031] [top5_cnt 46970] [top_all 50000] 2024-10-13 17:10:23,173 - net_E: 78.062 (93.940) 2024-10-13 17:10:23,394 - Max [top1: 74.214 (epoch: 491)] [top1-ema: 78.062 (epoch: 504)] 2024-10-13 17:10:23,395 - ==> Total time: 1 day, 20:32:16 Eta: 1 day, 19:49:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:10:48,679 - Train: 50.40% [630550/1251000] [504.0/1000.0] [batch_t 0.221 (0.258)] [data_t 0.010] [optim_t 0.212] [lr 0.001496] [CE 4.607 (4.314)] [KD 3.999 (3.790)] 2024-10-13 17:11:00,545 - Train: 50.41% [630600/1251000] [504.1/1000.0] [batch_t 0.427 (0.237)] [data_t 0.007] [optim_t 0.421] [lr 0.001496] [CE 4.761 (4.299)] [KD 4.083 (3.807)] 2024-10-13 17:11:12,246 - Train: 50.41% [630650/1251000] [504.1/1000.0] [batch_t 0.231 (0.234)] [data_t 0.008] [optim_t 0.223] [lr 0.001496] [CE 4.287 (4.273)] [KD 3.779 (3.730)] 2024-10-13 17:11:24,378 - Train: 50.42% [630700/1251000] [504.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.001496] [CE 4.361 (4.327)] [KD 3.682 (3.803)] 2024-10-13 17:11:36,226 - Train: 50.42% [630750/1251000] [504.2/1000.0] [batch_t 0.461 (0.237)] [data_t 0.007] [optim_t 0.455] [lr 0.001495] [CE 3.751 (4.242)] [KD 3.566 (3.739)] 2024-10-13 17:11:47,923 - Train: 50.42% [630800/1251000] [504.2/1000.0] [batch_t 0.236 (0.234)] [data_t 0.006] [optim_t 0.229] [lr 0.001495] [CE 3.734 (4.327)] [KD 3.342 (3.811)] 2024-10-13 17:12:00,681 - Train: 50.43% [630850/1251000] [504.3/1000.0] [batch_t 0.232 (0.255)] [data_t 0.006] [optim_t 0.226] [lr 0.001495] [CE 4.651 (4.343)] [KD 3.892 (3.813)] 2024-10-13 17:12:12,626 - Train: 50.43% [630900/1251000] [504.3/1000.0] [batch_t 0.239 (0.239)] [data_t 0.010] [optim_t 0.229] [lr 0.001495] [CE 4.792 (4.369)] [KD 4.027 (3.803)] 2024-10-13 17:12:24,851 - Train: 50.44% [630950/1251000] [504.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.001495] [CE 4.406 (4.313)] [KD 3.426 (3.779)] 2024-10-13 17:12:36,796 - Train: 50.44% [631000/1251000] [504.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.001494] [CE 4.178 (4.247)] [KD 3.559 (3.747)] 2024-10-13 17:12:49,294 - Train: 50.44% [631050/1251000] [504.4/1000.0] [batch_t 0.221 (0.250)] [data_t 0.008] [optim_t 0.213] [lr 0.001494] [CE 4.989 (4.362)] [KD 4.100 (3.808)] 2024-10-13 17:13:01,063 - Train: 50.45% [631100/1251000] [504.5/1000.0] [batch_t 0.225 (0.235)] [data_t 0.007] [optim_t 0.218] [lr 0.001494] [CE 3.940 (4.382)] [KD 3.485 (3.792)] 2024-10-13 17:13:13,278 - Train: 50.45% [631150/1251000] [504.5/1000.0] [batch_t 0.269 (0.244)] [data_t 0.008] [optim_t 0.261] [lr 0.001494] [CE 4.166 (4.237)] [KD 3.581 (3.734)] 2024-10-13 17:13:25,733 - Train: 50.46% [631200/1251000] [504.6/1000.0] [batch_t 0.240 (0.249)] [data_t 0.007] [optim_t 0.233] [lr 0.001494] [CE 4.049 (4.371)] [KD 3.776 (3.831)] 2024-10-13 17:13:38,478 - Train: 50.46% [631250/1251000] [504.6/1000.0] [batch_t 0.222 (0.255)] [data_t 0.009] [optim_t 0.213] [lr 0.001494] [CE 3.847 (4.281)] [KD 3.595 (3.769)] 2024-10-13 17:13:50,869 - Train: 50.46% [631300/1251000] [504.6/1000.0] [batch_t 0.246 (0.248)] [data_t 0.011] [optim_t 0.236] [lr 0.001493] [CE 4.117 (4.326)] [KD 3.846 (3.783)] 2024-10-13 17:14:03,061 - Train: 50.47% [631350/1251000] [504.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.001493] [CE 4.482 (4.286)] [KD 3.997 (3.810)] 2024-10-13 17:14:14,940 - Train: 50.47% [631400/1251000] [504.7/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.228] [lr 0.001493] [CE 4.149 (4.306)] [KD 3.872 (3.809)] 2024-10-13 17:14:27,704 - Train: 50.48% [631450/1251000] [504.8/1000.0] [batch_t 0.246 (0.255)] [data_t 0.008] [optim_t 0.238] [lr 0.001493] [CE 4.342 (4.364)] [KD 3.601 (3.848)] 2024-10-13 17:14:40,098 - Train: 50.48% [631500/1251000] [504.8/1000.0] [batch_t 0.232 (0.248)] [data_t 0.010] [optim_t 0.222] [lr 0.001493] [CE 4.581 (4.349)] [KD 3.913 (3.786)] 2024-10-13 17:14:52,221 - Train: 50.48% [631550/1251000] [504.8/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.001492] [CE 3.684 (4.342)] [KD 3.529 (3.814)] 2024-10-13 17:15:05,168 - Train: 50.49% [631600/1251000] [504.9/1000.0] [batch_t 0.571 (0.259)] [data_t 0.008] [optim_t 0.563] [lr 0.001492] [CE 4.609 (4.352)] [KD 3.920 (3.812)] 2024-10-13 17:15:17,756 - Train: 50.49% [631650/1251000] [504.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.001492] [CE 4.262 (4.345)] [KD 3.620 (3.796)] 2024-10-13 17:15:29,743 - Train: 50.50% [631700/1251000] [505.0/1000.0] [batch_t 0.249 (0.240)] [data_t 0.010] [optim_t 0.239] [lr 0.001492] [CE 4.505 (4.301)] [KD 3.632 (3.761)] 2024-10-13 17:15:41,945 - Train: 50.50% [631750/1251000] [505.0/1000.0] [batch_t 0.221 (0.244)] [data_t 0.008] [optim_t 0.213] [lr 0.001492] [CE 4.088 (4.289)] [KD 3.710 (3.760)] 2024-10-13 17:15:52,393 - Test (net): 100.00% [50/50] [batch_t 0.344 (0.171)] [top1_cnt 37160] [top5_cnt 46044] [top_all 50000] 2024-10-13 17:15:52,394 - net: 74.320 (92.088) 2024-10-13 17:16:02,283 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.182)] [top1_cnt 39053] [top5_cnt 46941] [top_all 50000] 2024-10-13 17:16:02,284 - net_E: 78.106 (93.882) 2024-10-13 17:16:02,559 - Max [top1: 74.320 (epoch: 505)] [top1-ema: 78.106 (epoch: 505)] 2024-10-13 17:16:02,560 - ==> Total time: 1 day, 20:37:55 Eta: 1 day, 19:44:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:16:35,529 - Train: 50.50% [631800/1251000] [505.0/1000.0] [batch_t 0.241 (0.262)] [data_t 0.007] [optim_t 0.233] [lr 0.001492] [CE 3.802 (4.302)] [KD 3.530 (3.751)] 2024-10-13 17:16:48,108 - Train: 50.51% [631850/1251000] [505.1/1000.0] [batch_t 0.262 (0.251)] [data_t 0.009] [optim_t 0.253] [lr 0.001491] [CE 4.836 (4.355)] [KD 3.915 (3.817)] 2024-10-13 17:17:00,483 - Train: 50.51% [631900/1251000] [505.1/1000.0] [batch_t 0.452 (0.247)] [data_t 0.010] [optim_t 0.442] [lr 0.001491] [CE 3.799 (4.276)] [KD 3.505 (3.728)] 2024-10-13 17:17:13,306 - Train: 50.52% [631950/1251000] [505.2/1000.0] [batch_t 0.481 (0.256)] [data_t 0.007] [optim_t 0.474] [lr 0.001491] [CE 4.223 (4.276)] [KD 3.809 (3.776)] 2024-10-13 17:17:25,481 - Train: 50.52% [632000/1251000] [505.2/1000.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.001491] [CE 4.029 (4.371)] [KD 3.692 (3.781)] 2024-10-13 17:17:37,500 - Train: 50.52% [632050/1251000] [505.2/1000.0] [batch_t 0.228 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.001491] [CE 4.750 (4.328)] [KD 3.952 (3.743)] 2024-10-13 17:17:49,751 - Train: 50.53% [632100/1251000] [505.3/1000.0] [batch_t 0.242 (0.245)] [data_t 0.007] [optim_t 0.235] [lr 0.001490] [CE 4.380 (4.381)] [KD 3.930 (3.829)] 2024-10-13 17:18:02,195 - Train: 50.53% [632150/1251000] [505.3/1000.0] [batch_t 0.253 (0.249)] [data_t 0.011] [optim_t 0.242] [lr 0.001490] [CE 4.426 (4.276)] [KD 3.997 (3.788)] 2024-10-13 17:18:14,679 - Train: 50.54% [632200/1251000] [505.4/1000.0] [batch_t 0.243 (0.249)] [data_t 0.008] [optim_t 0.234] [lr 0.001490] [CE 4.591 (4.316)] [KD 4.102 (3.778)] 2024-10-13 17:18:26,812 - Train: 50.54% [632250/1251000] [505.4/1000.0] [batch_t 0.255 (0.242)] [data_t 0.010] [optim_t 0.245] [lr 0.001490] [CE 4.206 (4.296)] [KD 3.811 (3.722)] 2024-10-13 17:18:38,939 - Train: 50.54% [632300/1251000] [505.4/1000.0] [batch_t 0.246 (0.242)] [data_t 0.007] [optim_t 0.239] [lr 0.001490] [CE 4.413 (4.240)] [KD 4.005 (3.737)] 2024-10-13 17:18:51,181 - Train: 50.55% [632350/1251000] [505.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.001489] [CE 4.446 (4.383)] [KD 3.637 (3.820)] 2024-10-13 17:19:03,279 - Train: 50.55% [632400/1251000] [505.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.001489] [CE 4.755 (4.296)] [KD 4.152 (3.794)] 2024-10-13 17:19:15,233 - Train: 50.56% [632450/1251000] [505.6/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.001489] [CE 4.359 (4.309)] [KD 3.912 (3.768)] 2024-10-13 17:19:27,322 - Train: 50.56% [632500/1251000] [505.6/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.001489] [CE 4.069 (4.299)] [KD 3.532 (3.798)] 2024-10-13 17:19:39,501 - Train: 50.56% [632550/1251000] [505.6/1000.0] [batch_t 0.243 (0.243)] [data_t 0.010] [optim_t 0.234] [lr 0.001489] [CE 3.664 (4.337)] [KD 3.688 (3.779)] 2024-10-13 17:19:51,754 - Train: 50.57% [632600/1251000] [505.7/1000.0] [batch_t 0.412 (0.245)] [data_t 0.008] [optim_t 0.404] [lr 0.001489] [CE 4.248 (4.372)] [KD 3.775 (3.817)] 2024-10-13 17:20:03,679 - Train: 50.57% [632650/1251000] [505.7/1000.0] [batch_t 0.241 (0.238)] [data_t 0.007] [optim_t 0.233] [lr 0.001488] [CE 4.558 (4.383)] [KD 3.836 (3.791)] 2024-10-13 17:20:15,594 - Train: 50.58% [632700/1251000] [505.8/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.001488] [CE 4.580 (4.338)] [KD 3.837 (3.796)] 2024-10-13 17:20:28,019 - Train: 50.58% [632750/1251000] [505.8/1000.0] [batch_t 0.226 (0.248)] [data_t 0.007] [optim_t 0.219] [lr 0.001488] [CE 5.028 (4.287)] [KD 4.222 (3.806)] 2024-10-13 17:20:40,215 - Train: 50.58% [632800/1251000] [505.8/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.001488] [CE 4.525 (4.292)] [KD 3.650 (3.780)] 2024-10-13 17:20:52,317 - Train: 50.59% [632850/1251000] [505.9/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.001488] [CE 3.896 (4.314)] [KD 3.361 (3.758)] 2024-10-13 17:21:04,438 - Train: 50.59% [632900/1251000] [505.9/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.001487] [CE 4.660 (4.322)] [KD 3.872 (3.813)] 2024-10-13 17:21:16,993 - Train: 50.60% [632950/1251000] [506.0/1000.0] [batch_t 0.250 (0.251)] [data_t 0.008] [optim_t 0.243] [lr 0.001487] [CE 3.967 (4.286)] [KD 3.586 (3.772)] 2024-10-13 17:21:29,110 - Train: 50.60% [633000/1251000] [506.0/1000.0] [batch_t 0.214 (0.242)] [data_t 0.008] [optim_t 0.206] [lr 0.001487] [CE 4.353 (4.268)] [KD 3.962 (3.788)] 2024-10-13 17:21:39,476 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.169)] [top1_cnt 36976] [top5_cnt 46030] [top_all 50000] 2024-10-13 17:21:39,477 - net: 73.952 (92.060) 2024-10-13 17:21:48,867 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 39079] [top5_cnt 46963] [top_all 50000] 2024-10-13 17:21:48,867 - net_E: 78.158 (93.926) 2024-10-13 17:21:49,101 - Max [top1: 74.320 (epoch: 505)] [top1-ema: 78.158 (epoch: 506)] 2024-10-13 17:21:49,101 - ==> Total time: 1 day, 20:43:41 Eta: 1 day, 19:40:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:22:12,092 - Train: 50.60% [633050/1251000] [506.0/1000.0] [batch_t 0.236 (0.256)] [data_t 0.011] [optim_t 0.225] [lr 0.001487] [CE 4.555 (4.424)] [KD 3.853 (3.836)] 2024-10-13 17:22:24,495 - Train: 50.61% [633100/1251000] [506.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.008] [optim_t 0.224] [lr 0.001487] [CE 3.877 (4.394)] [KD 3.396 (3.799)] 2024-10-13 17:22:36,864 - Train: 50.61% [633150/1251000] [506.1/1000.0] [batch_t 0.224 (0.247)] [data_t 0.008] [optim_t 0.216] [lr 0.001486] [CE 4.696 (4.255)] [KD 4.029 (3.704)] 2024-10-13 17:22:48,865 - Train: 50.62% [633200/1251000] [506.2/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.001486] [CE 4.628 (4.354)] [KD 3.697 (3.733)] 2024-10-13 17:23:00,935 - Train: 50.62% [633250/1251000] [506.2/1000.0] [batch_t 0.397 (0.241)] [data_t 0.009] [optim_t 0.388] [lr 0.001486] [CE 4.449 (4.395)] [KD 3.743 (3.796)] 2024-10-13 17:23:13,360 - Train: 50.62% [633300/1251000] [506.2/1000.0] [batch_t 0.241 (0.248)] [data_t 0.011] [optim_t 0.231] [lr 0.001486] [CE 4.712 (4.411)] [KD 4.047 (3.775)] 2024-10-13 17:23:25,570 - Train: 50.63% [633350/1251000] [506.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.001486] [CE 3.940 (4.357)] [KD 3.768 (3.755)] 2024-10-13 17:23:37,567 - Train: 50.63% [633400/1251000] [506.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.001486] [CE 4.305 (4.284)] [KD 3.977 (3.766)] 2024-10-13 17:23:50,133 - Train: 50.64% [633450/1251000] [506.4/1000.0] [batch_t 0.243 (0.251)] [data_t 0.007] [optim_t 0.236] [lr 0.001485] [CE 4.622 (4.337)] [KD 3.959 (3.816)] 2024-10-13 17:24:02,245 - Train: 50.64% [633500/1251000] [506.4/1000.0] [batch_t 0.245 (0.242)] [data_t 0.007] [optim_t 0.238] [lr 0.001485] [CE 4.370 (4.341)] [KD 3.860 (3.795)] 2024-10-13 17:24:14,017 - Train: 50.64% [633550/1251000] [506.4/1000.0] [batch_t 0.241 (0.235)] [data_t 0.011] [optim_t 0.231] [lr 0.001485] [CE 4.762 (4.353)] [KD 3.839 (3.782)] 2024-10-13 17:24:26,902 - Train: 50.65% [633600/1251000] [506.5/1000.0] [batch_t 0.239 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.001485] [CE 4.502 (4.288)] [KD 4.008 (3.779)] 2024-10-13 17:24:39,005 - Train: 50.65% [633650/1251000] [506.5/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.001485] [CE 3.770 (4.302)] [KD 3.427 (3.758)] 2024-10-13 17:24:50,632 - Train: 50.66% [633700/1251000] [506.6/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.001484] [CE 4.374 (4.346)] [KD 3.979 (3.769)] 2024-10-13 17:25:02,808 - Train: 50.66% [633750/1251000] [506.6/1000.0] [batch_t 0.222 (0.243)] [data_t 0.007] [optim_t 0.215] [lr 0.001484] [CE 4.209 (4.357)] [KD 3.503 (3.847)] 2024-10-13 17:25:14,861 - Train: 50.66% [633800/1251000] [506.6/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.218] [lr 0.001484] [CE 4.691 (4.362)] [KD 3.839 (3.837)] 2024-10-13 17:25:26,669 - Train: 50.67% [633850/1251000] [506.7/1000.0] [batch_t 0.260 (0.236)] [data_t 0.007] [optim_t 0.252] [lr 0.001484] [CE 4.437 (4.338)] [KD 3.776 (3.771)] 2024-10-13 17:25:39,557 - Train: 50.67% [633900/1251000] [506.7/1000.0] [batch_t 0.224 (0.258)] [data_t 0.008] [optim_t 0.216] [lr 0.001484] [CE 4.080 (4.211)] [KD 3.718 (3.748)] 2024-10-13 17:25:51,607 - Train: 50.68% [633950/1251000] [506.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.001483] [CE 4.330 (4.369)] [KD 3.703 (3.812)] 2024-10-13 17:26:03,400 - Train: 50.68% [634000/1251000] [506.8/1000.0] [batch_t 0.237 (0.236)] [data_t 0.007] [optim_t 0.231] [lr 0.001483] [CE 3.926 (4.313)] [KD 3.666 (3.746)] 2024-10-13 17:26:16,053 - Train: 50.68% [634050/1251000] [506.8/1000.0] [batch_t 0.241 (0.253)] [data_t 0.010] [optim_t 0.232] [lr 0.001483] [CE 4.317 (4.309)] [KD 3.725 (3.771)] 2024-10-13 17:26:28,426 - Train: 50.69% [634100/1251000] [506.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.006] [optim_t 0.228] [lr 0.001483] [CE 4.398 (4.394)] [KD 3.872 (3.836)] 2024-10-13 17:26:40,075 - Train: 50.69% [634150/1251000] [506.9/1000.0] [batch_t 0.225 (0.233)] [data_t 0.008] [optim_t 0.217] [lr 0.001483] [CE 4.340 (4.343)] [KD 3.698 (3.789)] 2024-10-13 17:26:52,874 - Train: 50.70% [634200/1251000] [507.0/1000.0] [batch_t 0.225 (0.256)] [data_t 0.008] [optim_t 0.217] [lr 0.001483] [CE 4.436 (4.325)] [KD 3.791 (3.792)] 2024-10-13 17:27:04,756 - Train: 50.70% [634250/1251000] [507.0/1000.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.001482] [CE 5.030 (4.289)] [KD 4.119 (3.757)] 2024-10-13 17:27:15,523 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.173)] [top1_cnt 37182] [top5_cnt 46018] [top_all 50000] 2024-10-13 17:27:15,524 - net: 74.364 (92.036) 2024-10-13 17:27:24,227 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.157)] [top1_cnt 39064] [top5_cnt 46963] [top_all 50000] 2024-10-13 17:27:24,228 - net_E: 78.128 (93.926) 2024-10-13 17:27:24,431 - Max [top1: 74.364 (epoch: 507)] [top1-ema: 78.158 (epoch: 506)] 2024-10-13 17:27:24,431 - ==> Total time: 1 day, 20:49:17 Eta: 1 day, 19:35:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:27:47,000 - Train: 50.70% [634300/1251000] [507.0/1000.0] [batch_t 0.225 (0.251)] [data_t 0.009] [optim_t 0.216] [lr 0.001482] [CE 4.270 (4.245)] [KD 3.741 (3.716)] 2024-10-13 17:27:59,050 - Train: 50.71% [634350/1251000] [507.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001482] [CE 4.444 (4.219)] [KD 3.710 (3.710)] 2024-10-13 17:28:11,082 - Train: 50.71% [634400/1251000] [507.1/1000.0] [batch_t 0.232 (0.240)] [data_t 0.010] [optim_t 0.223] [lr 0.001482] [CE 4.272 (4.290)] [KD 3.813 (3.729)] 2024-10-13 17:28:23,275 - Train: 50.72% [634450/1251000] [507.2/1000.0] [batch_t 0.225 (0.244)] [data_t 0.007] [optim_t 0.218] [lr 0.001482] [CE 4.153 (4.291)] [KD 3.635 (3.738)] 2024-10-13 17:28:35,339 - Train: 50.72% [634500/1251000] [507.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.001481] [CE 4.408 (4.335)] [KD 3.729 (3.742)] 2024-10-13 17:28:47,520 - Train: 50.72% [634550/1251000] [507.2/1000.0] [batch_t 0.226 (0.243)] [data_t 0.007] [optim_t 0.219] [lr 0.001481] [CE 4.972 (4.299)] [KD 4.493 (3.764)] 2024-10-13 17:28:59,406 - Train: 50.73% [634600/1251000] [507.3/1000.0] [batch_t 0.250 (0.238)] [data_t 0.011] [optim_t 0.240] [lr 0.001481] [CE 4.566 (4.290)] [KD 4.011 (3.827)] 2024-10-13 17:29:11,673 - Train: 50.73% [634650/1251000] [507.3/1000.0] [batch_t 0.230 (0.245)] [data_t 0.006] [optim_t 0.224] [lr 0.001481] [CE 4.031 (4.223)] [KD 3.760 (3.734)] 2024-10-13 17:29:23,673 - Train: 50.74% [634700/1251000] [507.4/1000.0] [batch_t 0.243 (0.240)] [data_t 0.007] [optim_t 0.236] [lr 0.001481] [CE 4.290 (4.379)] [KD 3.611 (3.787)] 2024-10-13 17:29:35,849 - Train: 50.74% [634750/1251000] [507.4/1000.0] [batch_t 0.226 (0.243)] [data_t 0.007] [optim_t 0.218] [lr 0.001481] [CE 4.531 (4.299)] [KD 3.547 (3.734)] 2024-10-13 17:29:48,177 - Train: 50.74% [634800/1251000] [507.4/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.001480] [CE 4.599 (4.355)] [KD 3.960 (3.755)] 2024-10-13 17:30:00,210 - Train: 50.75% [634850/1251000] [507.5/1000.0] [batch_t 0.250 (0.240)] [data_t 0.009] [optim_t 0.240] [lr 0.001480] [CE 4.480 (4.356)] [KD 4.121 (3.841)] 2024-10-13 17:30:12,300 - Train: 50.75% [634900/1251000] [507.5/1000.0] [batch_t 0.226 (0.242)] [data_t 0.010] [optim_t 0.216] [lr 0.001480] [CE 4.597 (4.353)] [KD 4.001 (3.833)] 2024-10-13 17:30:24,314 - Train: 50.76% [634950/1251000] [507.6/1000.0] [batch_t 0.243 (0.240)] [data_t 0.007] [optim_t 0.236] [lr 0.001480] [CE 4.221 (4.310)] [KD 3.735 (3.781)] 2024-10-13 17:30:36,881 - Train: 50.76% [635000/1251000] [507.6/1000.0] [batch_t 0.236 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.001480] [CE 4.116 (4.316)] [KD 3.565 (3.794)] 2024-10-13 17:30:48,798 - Train: 50.76% [635050/1251000] [507.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.007] [optim_t 0.227] [lr 0.001479] [CE 4.272 (4.384)] [KD 3.837 (3.796)] 2024-10-13 17:31:01,383 - Train: 50.77% [635100/1251000] [507.7/1000.0] [batch_t 0.246 (0.251)] [data_t 0.008] [optim_t 0.239] [lr 0.001479] [CE 4.674 (4.363)] [KD 3.812 (3.790)] 2024-10-13 17:31:13,574 - Train: 50.77% [635150/1251000] [507.7/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.001479] [CE 4.030 (4.278)] [KD 3.580 (3.784)] 2024-10-13 17:31:25,718 - Train: 50.78% [635200/1251000] [507.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001479] [CE 4.701 (4.378)] [KD 4.231 (3.791)] 2024-10-13 17:31:37,405 - Train: 50.78% [635250/1251000] [507.8/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.001479] [CE 4.574 (4.358)] [KD 4.030 (3.862)] 2024-10-13 17:31:49,941 - Train: 50.78% [635300/1251000] [507.8/1000.0] [batch_t 0.225 (0.251)] [data_t 0.006] [optim_t 0.219] [lr 0.001478] [CE 3.781 (4.220)] [KD 3.385 (3.726)] 2024-10-13 17:32:01,829 - Train: 50.79% [635350/1251000] [507.9/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.001478] [CE 3.864 (4.277)] [KD 3.810 (3.774)] 2024-10-13 17:32:14,410 - Train: 50.79% [635400/1251000] [507.9/1000.0] [batch_t 0.555 (0.251)] [data_t 0.009] [optim_t 0.546] [lr 0.001478] [CE 4.019 (4.286)] [KD 3.768 (3.794)] 2024-10-13 17:32:26,394 - Train: 50.80% [635450/1251000] [508.0/1000.0] [batch_t 0.238 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.001478] [CE 4.026 (4.337)] [KD 3.672 (3.784)] 2024-10-13 17:32:37,880 - Train: 50.80% [635500/1251000] [508.0/1000.0] [batch_t 0.216 (0.230)] [data_t 0.006] [optim_t 0.210] [lr 0.001478] [CE 4.406 (4.345)] [KD 3.857 (3.824)] 2024-10-13 17:32:48,509 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.166)] [top1_cnt 36836] [top5_cnt 45889] [top_all 50000] 2024-10-13 17:32:48,510 - net: 73.672 (91.778) 2024-10-13 17:32:57,811 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.170)] [top1_cnt 39062] [top5_cnt 46973] [top_all 50000] 2024-10-13 17:32:57,812 - net_E: 78.124 (93.946) 2024-10-13 17:32:57,996 - Max [top1: 74.364 (epoch: 507)] [top1-ema: 78.158 (epoch: 506)] 2024-10-13 17:32:57,996 - ==> Total time: 1 day, 20:54:50 Eta: 1 day, 19:29:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:33:11,751 - Train: 50.80% [635550/1251000] [508.0/1000.0] [batch_t 0.233 (0.260)] [data_t 0.008] [optim_t 0.225] [lr 0.001478] [CE 4.316 (4.315)] [KD 3.751 (3.698)] 2024-10-13 17:33:24,334 - Train: 50.81% [635600/1251000] [508.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.001477] [CE 4.010 (4.323)] [KD 3.565 (3.731)] 2024-10-13 17:33:36,159 - Train: 50.81% [635650/1251000] [508.1/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.231] [lr 0.001477] [CE 4.822 (4.327)] [KD 4.018 (3.758)] 2024-10-13 17:33:48,237 - Train: 50.82% [635700/1251000] [508.2/1000.0] [batch_t 0.228 (0.241)] [data_t 0.010] [optim_t 0.218] [lr 0.001477] [CE 4.134 (4.322)] [KD 3.713 (3.767)] 2024-10-13 17:34:00,422 - Train: 50.82% [635750/1251000] [508.2/1000.0] [batch_t 0.243 (0.244)] [data_t 0.007] [optim_t 0.235] [lr 0.001477] [CE 4.241 (4.253)] [KD 3.740 (3.711)] 2024-10-13 17:34:12,161 - Train: 50.82% [635800/1251000] [508.2/1000.0] [batch_t 0.216 (0.235)] [data_t 0.009] [optim_t 0.207] [lr 0.001477] [CE 4.050 (4.397)] [KD 3.626 (3.812)] 2024-10-13 17:34:24,300 - Train: 50.83% [635850/1251000] [508.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.001476] [CE 4.276 (4.329)] [KD 3.572 (3.743)] 2024-10-13 17:34:36,475 - Train: 50.83% [635900/1251000] [508.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.001476] [CE 4.708 (4.239)] [KD 3.988 (3.718)] 2024-10-13 17:34:48,482 - Train: 50.84% [635950/1251000] [508.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.001476] [CE 4.332 (4.361)] [KD 4.143 (3.809)] 2024-10-13 17:35:00,876 - Train: 50.84% [636000/1251000] [508.4/1000.0] [batch_t 0.238 (0.248)] [data_t 0.006] [optim_t 0.231] [lr 0.001476] [CE 4.704 (4.351)] [KD 4.104 (3.799)] 2024-10-13 17:35:13,331 - Train: 50.84% [636050/1251000] [508.4/1000.0] [batch_t 0.229 (0.249)] [data_t 0.006] [optim_t 0.222] [lr 0.001476] [CE 4.197 (4.370)] [KD 3.756 (3.867)] 2024-10-13 17:35:25,149 - Train: 50.85% [636100/1251000] [508.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.001475] [CE 4.035 (4.356)] [KD 3.581 (3.810)] 2024-10-13 17:35:37,248 - Train: 50.85% [636150/1251000] [508.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.001475] [CE 4.594 (4.376)] [KD 3.992 (3.770)] 2024-10-13 17:35:49,636 - Train: 50.86% [636200/1251000] [508.6/1000.0] [batch_t 0.225 (0.248)] [data_t 0.010] [optim_t 0.216] [lr 0.001475] [CE 4.469 (4.338)] [KD 4.052 (3.771)] 2024-10-13 17:36:01,295 - Train: 50.86% [636250/1251000] [508.6/1000.0] [batch_t 0.227 (0.233)] [data_t 0.007] [optim_t 0.220] [lr 0.001475] [CE 3.858 (4.293)] [KD 3.521 (3.738)] 2024-10-13 17:36:13,862 - Train: 50.86% [636300/1251000] [508.6/1000.0] [batch_t 0.252 (0.251)] [data_t 0.010] [optim_t 0.242] [lr 0.001475] [CE 4.581 (4.378)] [KD 3.694 (3.797)] 2024-10-13 17:36:25,886 - Train: 50.87% [636350/1251000] [508.7/1000.0] [batch_t 0.243 (0.240)] [data_t 0.011] [optim_t 0.232] [lr 0.001475] [CE 4.456 (4.308)] [KD 3.744 (3.737)] 2024-10-13 17:36:38,210 - Train: 50.87% [636400/1251000] [508.7/1000.0] [batch_t 0.228 (0.246)] [data_t 0.008] [optim_t 0.220] [lr 0.001474] [CE 4.680 (4.252)] [KD 4.063 (3.695)] 2024-10-13 17:36:50,230 - Train: 50.88% [636450/1251000] [508.8/1000.0] [batch_t 0.407 (0.240)] [data_t 0.010] [optim_t 0.397] [lr 0.001474] [CE 4.741 (4.316)] [KD 3.875 (3.799)] 2024-10-13 17:37:02,081 - Train: 50.88% [636500/1251000] [508.8/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.001474] [CE 4.687 (4.398)] [KD 4.042 (3.879)] 2024-10-13 17:37:14,266 - Train: 50.88% [636550/1251000] [508.8/1000.0] [batch_t 0.224 (0.244)] [data_t 0.007] [optim_t 0.217] [lr 0.001474] [CE 4.553 (4.369)] [KD 3.889 (3.853)] 2024-10-13 17:37:26,721 - Train: 50.89% [636600/1251000] [508.9/1000.0] [batch_t 0.480 (0.249)] [data_t 0.008] [optim_t 0.472] [lr 0.001474] [CE 4.457 (4.366)] [KD 3.758 (3.836)] 2024-10-13 17:37:39,039 - Train: 50.89% [636650/1251000] [508.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.010] [optim_t 0.228] [lr 0.001473] [CE 4.289 (4.264)] [KD 3.727 (3.759)] 2024-10-13 17:37:51,101 - Train: 50.90% [636700/1251000] [509.0/1000.0] [batch_t 0.240 (0.241)] [data_t 0.008] [optim_t 0.233] [lr 0.001473] [CE 4.591 (4.328)] [KD 3.951 (3.778)] 2024-10-13 17:38:02,856 - Train: 50.90% [636750/1251000] [509.0/1000.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.212] [lr 0.001473] [CE 4.201 (4.297)] [KD 3.585 (3.781)] 2024-10-13 17:38:13,752 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.165)] [top1_cnt 36901] [top5_cnt 45924] [top_all 50000] 2024-10-13 17:38:13,753 - net: 73.802 (91.848) 2024-10-13 17:38:23,013 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.170)] [top1_cnt 39048] [top5_cnt 46951] [top_all 50000] 2024-10-13 17:38:23,013 - net_E: 78.096 (93.902) 2024-10-13 17:38:23,204 - Max [top1: 74.364 (epoch: 507)] [top1-ema: 78.158 (epoch: 506)] 2024-10-13 17:38:23,204 - ==> Total time: 1 day, 21:00:16 Eta: 1 day, 19:24:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:38:36,972 - Train: 50.90% [636800/1251000] [509.0/1000.0] [batch_t 0.244 (0.259)] [data_t 0.008] [optim_t 0.236] [lr 0.001473] [CE 4.359 (4.301)] [KD 3.717 (3.811)] 2024-10-13 17:38:49,188 - Train: 50.91% [636850/1251000] [509.1/1000.0] [batch_t 0.241 (0.244)] [data_t 0.010] [optim_t 0.231] [lr 0.001473] [CE 4.547 (4.323)] [KD 3.890 (3.782)] 2024-10-13 17:39:01,341 - Train: 50.91% [636900/1251000] [509.1/1000.0] [batch_t 0.245 (0.243)] [data_t 0.008] [optim_t 0.236] [lr 0.001472] [CE 4.693 (4.327)] [KD 3.960 (3.823)] 2024-10-13 17:39:13,514 - Train: 50.92% [636950/1251000] [509.2/1000.0] [batch_t 0.257 (0.243)] [data_t 0.009] [optim_t 0.248] [lr 0.001472] [CE 4.449 (4.346)] [KD 3.778 (3.831)] 2024-10-13 17:39:25,871 - Train: 50.92% [637000/1251000] [509.2/1000.0] [batch_t 0.217 (0.247)] [data_t 0.011] [optim_t 0.207] [lr 0.001472] [CE 4.337 (4.380)] [KD 3.695 (3.824)] 2024-10-13 17:39:37,795 - Train: 50.92% [637050/1251000] [509.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.001472] [CE 4.035 (4.335)] [KD 3.513 (3.774)] 2024-10-13 17:39:50,009 - Train: 50.93% [637100/1251000] [509.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.001472] [CE 3.910 (4.346)] [KD 3.492 (3.787)] 2024-10-13 17:40:02,313 - Train: 50.93% [637150/1251000] [509.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.007] [optim_t 0.231] [lr 0.001472] [CE 4.366 (4.315)] [KD 3.894 (3.766)] 2024-10-13 17:40:14,466 - Train: 50.94% [637200/1251000] [509.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.001471] [CE 4.656 (4.318)] [KD 4.004 (3.808)] 2024-10-13 17:40:26,696 - Train: 50.94% [637250/1251000] [509.4/1000.0] [batch_t 0.240 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.001471] [CE 4.367 (4.318)] [KD 3.781 (3.757)] 2024-10-13 17:40:38,664 - Train: 50.94% [637300/1251000] [509.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.001471] [CE 4.714 (4.370)] [KD 4.023 (3.846)] 2024-10-13 17:40:50,769 - Train: 50.95% [637350/1251000] [509.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.001471] [CE 4.244 (4.420)] [KD 3.671 (3.868)] 2024-10-13 17:41:02,634 - Train: 50.95% [637400/1251000] [509.5/1000.0] [batch_t 0.430 (0.237)] [data_t 0.011] [optim_t 0.420] [lr 0.001471] [CE 4.645 (4.312)] [KD 3.797 (3.779)] 2024-10-13 17:41:14,837 - Train: 50.96% [637450/1251000] [509.6/1000.0] [batch_t 0.225 (0.244)] [data_t 0.007] [optim_t 0.218] [lr 0.001470] [CE 4.447 (4.320)] [KD 4.010 (3.743)] 2024-10-13 17:41:26,368 - Train: 50.96% [637500/1251000] [509.6/1000.0] [batch_t 0.224 (0.230)] [data_t 0.006] [optim_t 0.218] [lr 0.001470] [CE 4.010 (4.376)] [KD 3.760 (3.828)] 2024-10-13 17:41:38,693 - Train: 50.96% [637550/1251000] [509.6/1000.0] [batch_t 0.220 (0.246)] [data_t 0.010] [optim_t 0.211] [lr 0.001470] [CE 4.047 (4.338)] [KD 3.674 (3.821)] 2024-10-13 17:41:50,793 - Train: 50.97% [637600/1251000] [509.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.001470] [CE 4.389 (4.298)] [KD 3.884 (3.821)] 2024-10-13 17:42:02,458 - Train: 50.97% [637650/1251000] [509.7/1000.0] [batch_t 0.233 (0.233)] [data_t 0.007] [optim_t 0.226] [lr 0.001470] [CE 4.275 (4.375)] [KD 3.699 (3.863)] 2024-10-13 17:42:14,008 - Train: 50.98% [637700/1251000] [509.8/1000.0] [batch_t 0.239 (0.231)] [data_t 0.007] [optim_t 0.232] [lr 0.001470] [CE 4.804 (4.289)] [KD 4.273 (3.787)] 2024-10-13 17:42:26,730 - Train: 50.98% [637750/1251000] [509.8/1000.0] [batch_t 0.228 (0.254)] [data_t 0.010] [optim_t 0.218] [lr 0.001469] [CE 4.280 (4.321)] [KD 3.507 (3.772)] 2024-10-13 17:42:38,528 - Train: 50.98% [637800/1251000] [509.8/1000.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.001469] [CE 4.755 (4.234)] [KD 3.805 (3.718)] 2024-10-13 17:42:50,443 - Train: 50.99% [637850/1251000] [509.9/1000.0] [batch_t 0.238 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.001469] [CE 4.409 (4.350)] [KD 3.743 (3.811)] 2024-10-13 17:43:02,495 - Train: 50.99% [637900/1251000] [509.9/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.001469] [CE 3.993 (4.322)] [KD 3.636 (3.763)] 2024-10-13 17:43:14,812 - Train: 51.00% [637950/1251000] [510.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.006] [optim_t 0.229] [lr 0.001469] [CE 4.006 (4.350)] [KD 3.595 (3.791)] 2024-10-13 17:43:26,694 - Train: 51.00% [638000/1251000] [510.0/1000.0] [batch_t 0.216 (0.237)] [data_t 0.006] [optim_t 0.210] [lr 0.001468] [CE 4.604 (4.320)] [KD 3.864 (3.738)] 2024-10-13 17:43:38,863 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.185)] [top1_cnt 37049] [top5_cnt 46031] [top_all 50000] 2024-10-13 17:43:38,863 - net: 74.098 (92.062) 2024-10-13 17:43:47,845 - Test (net_E): 100.00% [50/50] [batch_t 0.061 (0.162)] [top1_cnt 39065] [top5_cnt 46976] [top_all 50000] 2024-10-13 17:43:47,845 - net_E: 78.130 (93.952) 2024-10-13 17:43:48,062 - Max [top1: 74.364 (epoch: 507)] [top1-ema: 78.158 (epoch: 506)] 2024-10-13 17:43:48,063 - ==> Total time: 1 day, 21:05:40 Eta: 1 day, 19:19:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:44:10,899 - Train: 51.00% [638050/1251000] [510.0/1000.0] [batch_t 0.205 (0.269)] [data_t 0.007] [optim_t 0.198] [lr 0.001468] [CE 4.185 (4.287)] [KD 3.716 (3.755)] 2024-10-13 17:44:23,087 - Train: 51.01% [638100/1251000] [510.1/1000.0] [batch_t 0.243 (0.244)] [data_t 0.010] [optim_t 0.234] [lr 0.001468] [CE 4.088 (4.299)] [KD 3.931 (3.745)] 2024-10-13 17:44:35,081 - Train: 51.01% [638150/1251000] [510.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.006] [optim_t 0.230] [lr 0.001468] [CE 4.677 (4.341)] [KD 3.979 (3.794)] 2024-10-13 17:44:47,224 - Train: 51.02% [638200/1251000] [510.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001468] [CE 4.553 (4.352)] [KD 3.644 (3.701)] 2024-10-13 17:44:59,279 - Train: 51.02% [638250/1251000] [510.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.007] [optim_t 0.228] [lr 0.001467] [CE 4.286 (4.280)] [KD 3.822 (3.681)] 2024-10-13 17:45:11,358 - Train: 51.02% [638300/1251000] [510.2/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.001467] [CE 4.251 (4.331)] [KD 3.644 (3.756)] 2024-10-13 17:45:23,721 - Train: 51.03% [638350/1251000] [510.3/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.001467] [CE 4.503 (4.300)] [KD 3.670 (3.725)] 2024-10-13 17:45:35,658 - Train: 51.03% [638400/1251000] [510.3/1000.0] [batch_t 0.222 (0.239)] [data_t 0.010] [optim_t 0.212] [lr 0.001467] [CE 4.670 (4.326)] [KD 3.946 (3.698)] 2024-10-13 17:45:47,869 - Train: 51.04% [638450/1251000] [510.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.001467] [CE 4.083 (4.334)] [KD 3.804 (3.714)] 2024-10-13 17:46:00,204 - Train: 51.04% [638500/1251000] [510.4/1000.0] [batch_t 0.231 (0.247)] [data_t 0.010] [optim_t 0.221] [lr 0.001467] [CE 4.754 (4.384)] [KD 3.950 (3.797)] 2024-10-13 17:46:12,352 - Train: 51.04% [638550/1251000] [510.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.001466] [CE 4.247 (4.349)] [KD 3.670 (3.789)] 2024-10-13 17:46:24,432 - Train: 51.05% [638600/1251000] [510.5/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.233] [lr 0.001466] [CE 4.485 (4.357)] [KD 3.670 (3.787)] 2024-10-13 17:46:36,554 - Train: 51.05% [638650/1251000] [510.5/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.001466] [CE 3.843 (4.319)] [KD 3.565 (3.809)] 2024-10-13 17:46:48,334 - Train: 51.06% [638700/1251000] [510.6/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.001466] [CE 4.764 (4.289)] [KD 4.033 (3.746)] 2024-10-13 17:47:00,521 - Train: 51.06% [638750/1251000] [510.6/1000.0] [batch_t 0.219 (0.244)] [data_t 0.010] [optim_t 0.209] [lr 0.001466] [CE 4.628 (4.336)] [KD 3.932 (3.742)] 2024-10-13 17:47:12,381 - Train: 51.06% [638800/1251000] [510.6/1000.0] [batch_t 0.224 (0.237)] [data_t 0.010] [optim_t 0.213] [lr 0.001465] [CE 4.303 (4.360)] [KD 3.669 (3.774)] 2024-10-13 17:47:24,418 - Train: 51.07% [638850/1251000] [510.7/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.222] [lr 0.001465] [CE 4.297 (4.287)] [KD 3.598 (3.674)] 2024-10-13 17:47:36,303 - Train: 51.07% [638900/1251000] [510.7/1000.0] [batch_t 0.245 (0.238)] [data_t 0.007] [optim_t 0.238] [lr 0.001465] [CE 4.642 (4.295)] [KD 3.943 (3.755)] 2024-10-13 17:47:48,463 - Train: 51.08% [638950/1251000] [510.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.230] [lr 0.001465] [CE 4.845 (4.268)] [KD 4.016 (3.734)] 2024-10-13 17:48:00,327 - Train: 51.08% [639000/1251000] [510.8/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.001465] [CE 4.310 (4.383)] [KD 3.560 (3.729)] 2024-10-13 17:48:12,728 - Train: 51.08% [639050/1251000] [510.8/1000.0] [batch_t 0.234 (0.248)] [data_t 0.010] [optim_t 0.224] [lr 0.001464] [CE 4.540 (4.300)] [KD 3.934 (3.709)] 2024-10-13 17:48:25,199 - Train: 51.09% [639100/1251000] [510.9/1000.0] [batch_t 0.257 (0.249)] [data_t 0.007] [optim_t 0.250] [lr 0.001464] [CE 4.519 (4.325)] [KD 3.753 (3.792)] 2024-10-13 17:48:37,279 - Train: 51.09% [639150/1251000] [510.9/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.001464] [CE 3.955 (4.370)] [KD 3.500 (3.785)] 2024-10-13 17:48:49,702 - Train: 51.10% [639200/1251000] [511.0/1000.0] [batch_t 0.237 (0.248)] [data_t 0.007] [optim_t 0.230] [lr 0.001464] [CE 4.349 (4.365)] [KD 3.923 (3.783)] 2024-10-13 17:49:01,951 - Train: 51.10% [639250/1251000] [511.0/1000.0] [batch_t 0.218 (0.245)] [data_t 0.006] [optim_t 0.212] [lr 0.001464] [CE 4.554 (4.311)] [KD 3.935 (3.764)] 2024-10-13 17:49:13,191 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 36816] [top5_cnt 45898] [top_all 50000] 2024-10-13 17:49:13,192 - net: 73.632 (91.796) 2024-10-13 17:49:22,747 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.175)] [top1_cnt 39079] [top5_cnt 46967] [top_all 50000] 2024-10-13 17:49:22,748 - net_E: 78.158 (93.934) 2024-10-13 17:49:22,972 - Max [top1: 74.364 (epoch: 507)] [top1-ema: 78.158 (epoch: 506)] 2024-10-13 17:49:22,973 - ==> Total time: 1 day, 21:11:15 Eta: 1 day, 19:14:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:49:35,820 - Train: 51.10% [639300/1251000] [511.0/1000.0] [batch_t 0.222 (0.261)] [data_t 0.007] [optim_t 0.215] [lr 0.001464] [CE 4.410 (4.328)] [KD 3.392 (3.687)] 2024-10-13 17:49:47,872 - Train: 51.11% [639350/1251000] [511.1/1000.0] [batch_t 0.250 (0.241)] [data_t 0.007] [optim_t 0.243] [lr 0.001463] [CE 4.527 (4.277)] [KD 3.815 (3.701)] 2024-10-13 17:49:59,761 - Train: 51.11% [639400/1251000] [511.1/1000.0] [batch_t 0.479 (0.238)] [data_t 0.009] [optim_t 0.470] [lr 0.001463] [CE 4.534 (4.338)] [KD 3.823 (3.757)] 2024-10-13 17:50:11,861 - Train: 51.12% [639450/1251000] [511.2/1000.0] [batch_t 0.216 (0.242)] [data_t 0.007] [optim_t 0.209] [lr 0.001463] [CE 4.189 (4.285)] [KD 3.685 (3.743)] 2024-10-13 17:50:24,046 - Train: 51.12% [639500/1251000] [511.2/1000.0] [batch_t 0.223 (0.244)] [data_t 0.008] [optim_t 0.214] [lr 0.001463] [CE 4.249 (4.395)] [KD 4.104 (3.827)] 2024-10-13 17:50:36,012 - Train: 51.12% [639550/1251000] [511.2/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.001463] [CE 4.302 (4.372)] [KD 3.719 (3.791)] 2024-10-13 17:50:47,669 - Train: 51.13% [639600/1251000] [511.3/1000.0] [batch_t 0.227 (0.233)] [data_t 0.010] [optim_t 0.217] [lr 0.001462] [CE 4.496 (4.357)] [KD 3.796 (3.787)] 2024-10-13 17:50:59,902 - Train: 51.13% [639650/1251000] [511.3/1000.0] [batch_t 0.218 (0.244)] [data_t 0.007] [optim_t 0.211] [lr 0.001462] [CE 3.876 (4.201)] [KD 3.666 (3.668)] 2024-10-13 17:51:11,534 - Train: 51.14% [639700/1251000] [511.4/1000.0] [batch_t 0.224 (0.232)] [data_t 0.010] [optim_t 0.214] [lr 0.001462] [CE 4.076 (4.306)] [KD 3.543 (3.750)] 2024-10-13 17:51:23,714 - Train: 51.14% [639750/1251000] [511.4/1000.0] [batch_t 0.226 (0.243)] [data_t 0.010] [optim_t 0.216] [lr 0.001462] [CE 4.085 (4.288)] [KD 3.735 (3.692)] 2024-10-13 17:51:35,953 - Train: 51.14% [639800/1251000] [511.4/1000.0] [batch_t 0.228 (0.245)] [data_t 0.010] [optim_t 0.218] [lr 0.001462] [CE 4.234 (4.324)] [KD 3.678 (3.814)] 2024-10-13 17:51:48,129 - Train: 51.15% [639850/1251000] [511.5/1000.0] [batch_t 0.245 (0.243)] [data_t 0.010] [optim_t 0.235] [lr 0.001462] [CE 4.228 (4.365)] [KD 3.644 (3.858)] 2024-10-13 17:52:00,032 - Train: 51.15% [639900/1251000] [511.5/1000.0] [batch_t 0.230 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.001461] [CE 4.452 (4.304)] [KD 3.944 (3.758)] 2024-10-13 17:52:12,587 - Train: 51.16% [639950/1251000] [511.6/1000.0] [batch_t 0.228 (0.251)] [data_t 0.006] [optim_t 0.221] [lr 0.001461] [CE 4.498 (4.397)] [KD 4.133 (3.896)] 2024-10-13 17:52:24,632 - Train: 51.16% [640000/1251000] [511.6/1000.0] [batch_t 0.218 (0.241)] [data_t 0.009] [optim_t 0.209] [lr 0.001461] [CE 4.314 (4.381)] [KD 3.674 (3.859)] 2024-10-13 17:52:36,599 - Train: 51.16% [640050/1251000] [511.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.006] [optim_t 0.230] [lr 0.001461] [CE 4.299 (4.337)] [KD 3.684 (3.784)] 2024-10-13 17:52:48,968 - Train: 51.17% [640100/1251000] [511.7/1000.0] [batch_t 0.252 (0.247)] [data_t 0.008] [optim_t 0.244] [lr 0.001461] [CE 4.730 (4.331)] [KD 3.820 (3.841)] 2024-10-13 17:53:01,464 - Train: 51.17% [640150/1251000] [511.7/1000.0] [batch_t 0.270 (0.250)] [data_t 0.008] [optim_t 0.262] [lr 0.001460] [CE 4.352 (4.368)] [KD 3.704 (3.786)] 2024-10-13 17:53:13,285 - Train: 51.18% [640200/1251000] [511.8/1000.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.001460] [CE 4.742 (4.253)] [KD 3.875 (3.729)] 2024-10-13 17:53:25,467 - Train: 51.18% [640250/1251000] [511.8/1000.0] [batch_t 0.224 (0.243)] [data_t 0.008] [optim_t 0.217] [lr 0.001460] [CE 4.247 (4.300)] [KD 3.455 (3.725)] 2024-10-13 17:53:37,393 - Train: 51.18% [640300/1251000] [511.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.006] [optim_t 0.236] [lr 0.001460] [CE 4.273 (4.272)] [KD 3.930 (3.717)] 2024-10-13 17:53:49,492 - Train: 51.19% [640350/1251000] [511.9/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.001460] [CE 4.410 (4.330)] [KD 3.832 (3.758)] 2024-10-13 17:54:01,951 - Train: 51.19% [640400/1251000] [511.9/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.001459] [CE 4.391 (4.337)] [KD 3.731 (3.787)] 2024-10-13 17:54:14,503 - Train: 51.20% [640450/1251000] [512.0/1000.0] [batch_t 0.251 (0.251)] [data_t 0.008] [optim_t 0.243] [lr 0.001459] [CE 4.945 (4.321)] [KD 3.931 (3.763)] 2024-10-13 17:54:26,481 - Train: 51.20% [640500/1251000] [512.0/1000.0] [batch_t 0.213 (0.239)] [data_t 0.007] [optim_t 0.207] [lr 0.001459] [CE 4.512 (4.391)] [KD 3.859 (3.808)] 2024-10-13 17:54:38,216 - Test (net): 100.00% [50/50] [batch_t 0.158 (0.170)] [top1_cnt 37026] [top5_cnt 45999] [top_all 50000] 2024-10-13 17:54:38,216 - net: 74.052 (91.998) 2024-10-13 17:54:47,293 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 39073] [top5_cnt 46995] [top_all 50000] 2024-10-13 17:54:47,294 - net_E: 78.146 (93.990) 2024-10-13 17:54:47,526 - Max [top1: 74.364 (epoch: 507)] [top1-ema: 78.158 (epoch: 506)] 2024-10-13 17:54:47,527 - ==> Total time: 1 day, 21:16:40 Eta: 1 day, 19:09:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 17:55:00,630 - Train: 51.20% [640550/1251000] [512.0/1000.0] [batch_t 0.229 (0.269)] [data_t 0.008] [optim_t 0.221] [lr 0.001459] [CE 3.372 (4.299)] [KD 3.230 (3.739)] 2024-10-13 17:55:12,737 - Train: 51.21% [640600/1251000] [512.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.001459] [CE 4.152 (4.299)] [KD 3.565 (3.777)] 2024-10-13 17:55:24,792 - Train: 51.21% [640650/1251000] [512.1/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.221] [lr 0.001459] [CE 4.656 (4.346)] [KD 3.826 (3.744)] 2024-10-13 17:55:36,952 - Train: 51.22% [640700/1251000] [512.2/1000.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.001458] [CE 4.165 (4.318)] [KD 3.839 (3.800)] 2024-10-13 17:55:49,525 - Train: 51.22% [640750/1251000] [512.2/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.001458] [CE 4.282 (4.301)] [KD 3.599 (3.755)] 2024-10-13 17:56:01,192 - Train: 51.22% [640800/1251000] [512.2/1000.0] [batch_t 0.236 (0.233)] [data_t 0.007] [optim_t 0.229] [lr 0.001458] [CE 4.793 (4.388)] [KD 4.305 (3.778)] 2024-10-13 17:56:13,316 - Train: 51.23% [640850/1251000] [512.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.225] [lr 0.001458] [CE 4.160 (4.333)] [KD 3.593 (3.804)] 2024-10-13 17:56:25,807 - Train: 51.23% [640900/1251000] [512.3/1000.0] [batch_t 0.251 (0.250)] [data_t 0.009] [optim_t 0.242] [lr 0.001458] [CE 4.319 (4.276)] [KD 3.511 (3.784)] 2024-10-13 17:56:37,912 - Train: 51.24% [640950/1251000] [512.4/1000.0] [batch_t 0.231 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.001457] [CE 4.348 (4.376)] [KD 3.922 (3.830)] 2024-10-13 17:56:49,790 - Train: 51.24% [641000/1251000] [512.4/1000.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.001457] [CE 4.329 (4.280)] [KD 3.575 (3.704)] 2024-10-13 17:57:01,997 - Train: 51.24% [641050/1251000] [512.4/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.217] [lr 0.001457] [CE 3.904 (4.324)] [KD 3.501 (3.765)] 2024-10-13 17:57:13,836 - Train: 51.25% [641100/1251000] [512.5/1000.0] [batch_t 0.243 (0.237)] [data_t 0.006] [optim_t 0.237] [lr 0.001457] [CE 3.983 (4.304)] [KD 3.529 (3.711)] 2024-10-13 17:57:26,255 - Train: 51.25% [641150/1251000] [512.5/1000.0] [batch_t 0.251 (0.248)] [data_t 0.007] [optim_t 0.244] [lr 0.001457] [CE 4.499 (4.324)] [KD 3.697 (3.710)] 2024-10-13 17:57:38,583 - Train: 51.25% [641200/1251000] [512.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.007] [optim_t 0.232] [lr 0.001456] [CE 3.954 (4.305)] [KD 3.263 (3.730)] 2024-10-13 17:57:50,641 - Train: 51.26% [641250/1251000] [512.6/1000.0] [batch_t 0.246 (0.241)] [data_t 0.010] [optim_t 0.236] [lr 0.001456] [CE 4.907 (4.328)] [KD 4.139 (3.773)] 2024-10-13 17:58:02,451 - Train: 51.26% [641300/1251000] [512.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.007] [optim_t 0.230] [lr 0.001456] [CE 3.810 (4.367)] [KD 3.700 (3.789)] 2024-10-13 17:58:14,939 - Train: 51.27% [641350/1251000] [512.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.001456] [CE 4.719 (4.361)] [KD 3.974 (3.797)] 2024-10-13 17:58:26,965 - Train: 51.27% [641400/1251000] [512.7/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.220] [lr 0.001456] [CE 4.565 (4.371)] [KD 3.996 (3.785)] 2024-10-13 17:58:39,345 - Train: 51.27% [641450/1251000] [512.7/1000.0] [batch_t 0.244 (0.247)] [data_t 0.010] [optim_t 0.234] [lr 0.001456] [CE 4.868 (4.279)] [KD 3.835 (3.721)] 2024-10-13 17:58:51,647 - Train: 51.28% [641500/1251000] [512.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.008] [optim_t 0.225] [lr 0.001455] [CE 3.845 (4.333)] [KD 3.505 (3.773)] 2024-10-13 17:59:04,321 - Train: 51.28% [641550/1251000] [512.8/1000.0] [batch_t 0.244 (0.253)] [data_t 0.007] [optim_t 0.237] [lr 0.001455] [CE 4.232 (4.369)] [KD 4.083 (3.793)] 2024-10-13 17:59:16,589 - Train: 51.29% [641600/1251000] [512.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.001455] [CE 4.265 (4.335)] [KD 3.734 (3.801)] 2024-10-13 17:59:29,457 - Train: 51.29% [641650/1251000] [512.9/1000.0] [batch_t 0.246 (0.257)] [data_t 0.008] [optim_t 0.237] [lr 0.001455] [CE 4.420 (4.310)] [KD 3.821 (3.745)] 2024-10-13 17:59:41,672 - Train: 51.29% [641700/1251000] [512.9/1000.0] [batch_t 0.264 (0.244)] [data_t 0.008] [optim_t 0.256] [lr 0.001455] [CE 3.785 (4.340)] [KD 3.574 (3.753)] 2024-10-13 17:59:53,828 - Train: 51.30% [641750/1251000] [513.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.001454] [CE 4.720 (4.420)] [KD 4.081 (3.762)] 2024-10-13 18:00:06,283 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.181)] [top1_cnt 37123] [top5_cnt 46089] [top_all 50000] 2024-10-13 18:00:06,284 - net: 74.246 (92.178) 2024-10-13 18:00:15,321 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 39050] [top5_cnt 46979] [top_all 50000] 2024-10-13 18:00:15,322 - net_E: 78.100 (93.958) 2024-10-13 18:00:15,579 - Max [top1: 74.364 (epoch: 507)] [top1-ema: 78.158 (epoch: 506)] 2024-10-13 18:00:15,580 - ==> Total time: 1 day, 21:22:08 Eta: 1 day, 19:04:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:00:28,302 - Train: 51.30% [641800/1251000] [513.0/1000.0] [batch_t 0.230 (0.255)] [data_t 0.010] [optim_t 0.220] [lr 0.001454] [CE 3.650 (4.349)] [KD 3.477 (3.684)] 2024-10-13 18:00:41,074 - Train: 51.31% [641850/1251000] [513.1/1000.0] [batch_t 0.247 (0.255)] [data_t 0.007] [optim_t 0.240] [lr 0.001454] [CE 4.386 (4.329)] [KD 3.708 (3.707)] 2024-10-13 18:00:53,152 - Train: 51.31% [641900/1251000] [513.1/1000.0] [batch_t 0.226 (0.241)] [data_t 0.008] [optim_t 0.218] [lr 0.001454] [CE 4.515 (4.333)] [KD 3.993 (3.839)] 2024-10-13 18:01:04,842 - Train: 51.31% [641950/1251000] [513.1/1000.0] [batch_t 0.230 (0.234)] [data_t 0.007] [optim_t 0.223] [lr 0.001454] [CE 3.702 (4.332)] [KD 3.272 (3.749)] 2024-10-13 18:01:16,889 - Train: 51.32% [642000/1251000] [513.2/1000.0] [batch_t 0.254 (0.241)] [data_t 0.007] [optim_t 0.248] [lr 0.001453] [CE 4.582 (4.245)] [KD 3.836 (3.734)] 2024-10-13 18:01:29,129 - Train: 51.32% [642050/1251000] [513.2/1000.0] [batch_t 0.230 (0.245)] [data_t 0.010] [optim_t 0.220] [lr 0.001453] [CE 4.463 (4.379)] [KD 3.850 (3.771)] 2024-10-13 18:01:41,016 - Train: 51.33% [642100/1251000] [513.3/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001453] [CE 4.433 (4.300)] [KD 3.995 (3.743)] 2024-10-13 18:01:53,415 - Train: 51.33% [642150/1251000] [513.3/1000.0] [batch_t 0.252 (0.248)] [data_t 0.007] [optim_t 0.245] [lr 0.001453] [CE 4.242 (4.311)] [KD 3.645 (3.727)] 2024-10-13 18:02:05,654 - Train: 51.33% [642200/1251000] [513.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.226] [lr 0.001453] [CE 4.023 (4.294)] [KD 3.611 (3.725)] 2024-10-13 18:02:17,709 - Train: 51.34% [642250/1251000] [513.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.001453] [CE 3.934 (4.311)] [KD 3.600 (3.796)] 2024-10-13 18:02:29,973 - Train: 51.34% [642300/1251000] [513.4/1000.0] [batch_t 0.230 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.001452] [CE 4.462 (4.371)] [KD 3.973 (3.807)] 2024-10-13 18:02:41,826 - Train: 51.35% [642350/1251000] [513.5/1000.0] [batch_t 0.231 (0.237)] [data_t 0.006] [optim_t 0.225] [lr 0.001452] [CE 4.974 (4.311)] [KD 3.934 (3.732)] 2024-10-13 18:02:53,865 - Train: 51.35% [642400/1251000] [513.5/1000.0] [batch_t 0.470 (0.241)] [data_t 0.009] [optim_t 0.461] [lr 0.001452] [CE 4.181 (4.268)] [KD 3.715 (3.729)] 2024-10-13 18:03:06,524 - Train: 51.35% [642450/1251000] [513.5/1000.0] [batch_t 0.234 (0.253)] [data_t 0.008] [optim_t 0.226] [lr 0.001452] [CE 4.058 (4.395)] [KD 3.588 (3.755)] 2024-10-13 18:03:19,120 - Train: 51.36% [642500/1251000] [513.6/1000.0] [batch_t 0.246 (0.252)] [data_t 0.008] [optim_t 0.238] [lr 0.001452] [CE 4.097 (4.270)] [KD 3.531 (3.701)] 2024-10-13 18:03:31,252 - Train: 51.36% [642550/1251000] [513.6/1000.0] [batch_t 0.245 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.001451] [CE 4.547 (4.270)] [KD 3.774 (3.740)] 2024-10-13 18:03:43,451 - Train: 51.37% [642600/1251000] [513.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001451] [CE 4.358 (4.329)] [KD 3.791 (3.755)] 2024-10-13 18:03:56,063 - Train: 51.37% [642650/1251000] [513.7/1000.0] [batch_t 0.223 (0.252)] [data_t 0.007] [optim_t 0.216] [lr 0.001451] [CE 4.624 (4.337)] [KD 3.962 (3.742)] 2024-10-13 18:04:08,365 - Train: 51.37% [642700/1251000] [513.7/1000.0] [batch_t 0.242 (0.246)] [data_t 0.010] [optim_t 0.233] [lr 0.001451] [CE 4.511 (4.293)] [KD 3.825 (3.719)] 2024-10-13 18:04:20,580 - Train: 51.38% [642750/1251000] [513.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.006] [optim_t 0.229] [lr 0.001451] [CE 4.407 (4.331)] [KD 3.908 (3.776)] 2024-10-13 18:04:33,229 - Train: 51.38% [642800/1251000] [513.8/1000.0] [batch_t 0.515 (0.253)] [data_t 0.009] [optim_t 0.506] [lr 0.001451] [CE 3.828 (4.361)] [KD 3.616 (3.773)] 2024-10-13 18:04:45,491 - Train: 51.39% [642850/1251000] [513.9/1000.0] [batch_t 0.256 (0.245)] [data_t 0.008] [optim_t 0.248] [lr 0.001450] [CE 4.152 (4.305)] [KD 3.580 (3.738)] 2024-10-13 18:04:57,745 - Train: 51.39% [642900/1251000] [513.9/1000.0] [batch_t 0.227 (0.245)] [data_t 0.008] [optim_t 0.218] [lr 0.001450] [CE 4.582 (4.236)] [KD 3.950 (3.686)] 2024-10-13 18:05:09,857 - Train: 51.39% [642950/1251000] [513.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.006] [optim_t 0.232] [lr 0.001450] [CE 4.515 (4.337)] [KD 3.965 (3.766)] 2024-10-13 18:05:22,694 - Train: 51.40% [643000/1251000] [514.0/1000.0] [batch_t 0.228 (0.257)] [data_t 0.007] [optim_t 0.221] [lr 0.001450] [CE 4.247 (4.429)] [KD 3.473 (3.824)] 2024-10-13 18:05:34,720 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.170)] [top1_cnt 37203] [top5_cnt 46075] [top_all 50000] 2024-10-13 18:05:34,721 - net: 74.406 (92.150) 2024-10-13 18:05:43,945 - Test (net_E): 100.00% [50/50] [batch_t 0.064 (0.168)] [top1_cnt 39097] [top5_cnt 46984] [top_all 50000] 2024-10-13 18:05:43,946 - net_E: 78.194 (93.968) 2024-10-13 18:05:44,153 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.194 (epoch: 514)] 2024-10-13 18:05:44,153 - ==> Total time: 1 day, 21:27:36 Eta: 1 day, 18:59:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:06:10,539 - Train: 51.40% [643050/1251000] [514.0/1000.0] [batch_t 0.233 (0.257)] [data_t 0.008] [optim_t 0.225] [lr 0.001450] [CE 3.935 (4.271)] [KD 3.471 (3.644)] 2024-10-13 18:06:22,797 - Train: 51.41% [643100/1251000] [514.1/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001449] [CE 4.806 (4.372)] [KD 4.034 (3.786)] 2024-10-13 18:06:35,295 - Train: 51.41% [643150/1251000] [514.1/1000.0] [batch_t 0.236 (0.250)] [data_t 0.010] [optim_t 0.227] [lr 0.001449] [CE 4.515 (4.396)] [KD 3.859 (3.775)] 2024-10-13 18:06:47,111 - Train: 51.41% [643200/1251000] [514.1/1000.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.001449] [CE 4.262 (4.300)] [KD 3.749 (3.726)] 2024-10-13 18:06:58,979 - Train: 51.42% [643250/1251000] [514.2/1000.0] [batch_t 0.222 (0.237)] [data_t 0.008] [optim_t 0.214] [lr 0.001449] [CE 3.771 (4.316)] [KD 3.509 (3.679)] 2024-10-13 18:07:11,166 - Train: 51.42% [643300/1251000] [514.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001449] [CE 4.186 (4.328)] [KD 3.869 (3.761)] 2024-10-13 18:07:23,142 - Train: 51.43% [643350/1251000] [514.3/1000.0] [batch_t 0.252 (0.239)] [data_t 0.008] [optim_t 0.243] [lr 0.001448] [CE 4.221 (4.301)] [KD 3.413 (3.743)] 2024-10-13 18:07:35,526 - Train: 51.43% [643400/1251000] [514.3/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001448] [CE 4.350 (4.277)] [KD 4.003 (3.745)] 2024-10-13 18:07:47,496 - Train: 51.43% [643450/1251000] [514.3/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.001448] [CE 4.342 (4.349)] [KD 3.513 (3.774)] 2024-10-13 18:07:59,902 - Train: 51.44% [643500/1251000] [514.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.001448] [CE 4.390 (4.271)] [KD 3.895 (3.740)] 2024-10-13 18:08:11,954 - Train: 51.44% [643550/1251000] [514.4/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.216] [lr 0.001448] [CE 4.902 (4.287)] [KD 4.193 (3.763)] 2024-10-13 18:08:24,031 - Train: 51.45% [643600/1251000] [514.5/1000.0] [batch_t 0.246 (0.241)] [data_t 0.007] [optim_t 0.238] [lr 0.001448] [CE 4.287 (4.320)] [KD 3.976 (3.805)] 2024-10-13 18:08:35,927 - Train: 51.45% [643650/1251000] [514.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.008] [optim_t 0.227] [lr 0.001447] [CE 4.320 (4.379)] [KD 3.981 (3.816)] 2024-10-13 18:08:47,818 - Train: 51.45% [643700/1251000] [514.5/1000.0] [batch_t 0.253 (0.238)] [data_t 0.008] [optim_t 0.245] [lr 0.001447] [CE 4.545 (4.353)] [KD 3.845 (3.809)] 2024-10-13 18:08:59,757 - Train: 51.46% [643750/1251000] [514.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001447] [CE 4.098 (4.320)] [KD 3.659 (3.793)] 2024-10-13 18:09:12,354 - Train: 51.46% [643800/1251000] [514.6/1000.0] [batch_t 0.463 (0.252)] [data_t 0.009] [optim_t 0.454] [lr 0.001447] [CE 4.142 (4.294)] [KD 3.432 (3.742)] 2024-10-13 18:09:24,035 - Train: 51.47% [643850/1251000] [514.7/1000.0] [batch_t 0.227 (0.233)] [data_t 0.010] [optim_t 0.217] [lr 0.001447] [CE 4.230 (4.314)] [KD 3.798 (3.700)] 2024-10-13 18:09:36,156 - Train: 51.47% [643900/1251000] [514.7/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.001446] [CE 4.784 (4.363)] [KD 4.037 (3.721)] 2024-10-13 18:09:48,256 - Train: 51.47% [643950/1251000] [514.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001446] [CE 4.432 (4.398)] [KD 3.836 (3.780)] 2024-10-13 18:09:59,843 - Train: 51.48% [644000/1251000] [514.8/1000.0] [batch_t 0.227 (0.232)] [data_t 0.010] [optim_t 0.217] [lr 0.001446] [CE 4.862 (4.351)] [KD 4.160 (3.777)] 2024-10-13 18:10:11,605 - Train: 51.48% [644050/1251000] [514.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.228] [lr 0.001446] [CE 4.668 (4.243)] [KD 3.858 (3.728)] 2024-10-13 18:10:23,649 - Train: 51.49% [644100/1251000] [514.9/1000.0] [batch_t 0.220 (0.241)] [data_t 0.010] [optim_t 0.210] [lr 0.001446] [CE 4.618 (4.263)] [KD 3.776 (3.739)] 2024-10-13 18:10:35,765 - Train: 51.49% [644150/1251000] [514.9/1000.0] [batch_t 0.243 (0.242)] [data_t 0.010] [optim_t 0.233] [lr 0.001445] [CE 4.125 (4.353)] [KD 3.657 (3.768)] 2024-10-13 18:10:47,660 - Train: 51.49% [644200/1251000] [514.9/1000.0] [batch_t 0.240 (0.238)] [data_t 0.008] [optim_t 0.232] [lr 0.001445] [CE 3.944 (4.248)] [KD 3.905 (3.732)] 2024-10-13 18:10:59,531 - Train: 51.50% [644250/1251000] [515.0/1000.0] [batch_t 0.238 (0.237)] [data_t 0.027] [optim_t 0.211] [lr 0.001445] [CE 4.385 (4.242)] [KD 3.778 (3.707)] 2024-10-13 18:11:11,400 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 37063] [top5_cnt 46053] [top_all 50000] 2024-10-13 18:11:11,401 - net: 74.126 (92.106) 2024-10-13 18:11:20,651 - Test (net_E): 100.00% [50/50] [batch_t 0.198 (0.166)] [top1_cnt 39107] [top5_cnt 46981] [top_all 50000] 2024-10-13 18:11:20,651 - net_E: 78.214 (93.962) 2024-10-13 18:11:20,866 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.214 (epoch: 515)] 2024-10-13 18:11:20,867 - ==> Total time: 1 day, 21:33:13 Eta: 1 day, 18:54:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:11:41,599 - Train: 51.50% [644300/1251000] [515.0/1000.0] [batch_t 0.232 (0.253)] [data_t 0.010] [optim_t 0.222] [lr 0.001445] [CE 4.571 (4.297)] [KD 4.059 (3.720)] 2024-10-13 18:11:53,631 - Train: 51.51% [644350/1251000] [515.1/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.001445] [CE 4.247 (4.291)] [KD 3.754 (3.726)] 2024-10-13 18:12:06,148 - Train: 51.51% [644400/1251000] [515.1/1000.0] [batch_t 0.234 (0.250)] [data_t 0.007] [optim_t 0.228] [lr 0.001445] [CE 3.967 (4.302)] [KD 3.407 (3.696)] 2024-10-13 18:12:18,251 - Train: 51.51% [644450/1251000] [515.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.011] [optim_t 0.222] [lr 0.001444] [CE 4.182 (4.297)] [KD 3.735 (3.756)] 2024-10-13 18:12:30,154 - Train: 51.52% [644500/1251000] [515.2/1000.0] [batch_t 0.225 (0.238)] [data_t 0.009] [optim_t 0.216] [lr 0.001444] [CE 4.319 (4.264)] [KD 3.740 (3.722)] 2024-10-13 18:12:42,441 - Train: 51.52% [644550/1251000] [515.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.001444] [CE 4.464 (4.340)] [KD 3.886 (3.762)] 2024-10-13 18:12:54,737 - Train: 51.53% [644600/1251000] [515.3/1000.0] [batch_t 0.210 (0.246)] [data_t 0.007] [optim_t 0.203] [lr 0.001444] [CE 4.615 (4.371)] [KD 3.647 (3.757)] 2024-10-13 18:13:06,512 - Train: 51.53% [644650/1251000] [515.3/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.001444] [CE 3.649 (4.358)] [KD 3.206 (3.759)] 2024-10-13 18:13:18,260 - Train: 51.53% [644700/1251000] [515.3/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.001443] [CE 3.769 (4.301)] [KD 3.543 (3.742)] 2024-10-13 18:13:30,225 - Train: 51.54% [644750/1251000] [515.4/1000.0] [batch_t 0.545 (0.239)] [data_t 0.009] [optim_t 0.536] [lr 0.001443] [CE 3.944 (4.359)] [KD 3.707 (3.787)] 2024-10-13 18:13:42,262 - Train: 51.54% [644800/1251000] [515.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.001443] [CE 3.912 (4.344)] [KD 3.582 (3.741)] 2024-10-13 18:13:54,069 - Train: 51.55% [644850/1251000] [515.5/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.001443] [CE 4.501 (4.322)] [KD 3.929 (3.802)] 2024-10-13 18:14:06,044 - Train: 51.55% [644900/1251000] [515.5/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.001443] [CE 4.469 (4.327)] [KD 3.661 (3.740)] 2024-10-13 18:14:18,145 - Train: 51.55% [644950/1251000] [515.5/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.214] [lr 0.001442] [CE 4.112 (4.278)] [KD 3.738 (3.731)] 2024-10-13 18:14:30,559 - Train: 51.56% [645000/1251000] [515.6/1000.0] [batch_t 0.252 (0.248)] [data_t 0.007] [optim_t 0.244] [lr 0.001442] [CE 4.629 (4.321)] [KD 3.958 (3.724)] 2024-10-13 18:14:42,584 - Train: 51.56% [645050/1251000] [515.6/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.001442] [CE 4.126 (4.312)] [KD 3.505 (3.763)] 2024-10-13 18:14:54,751 - Train: 51.57% [645100/1251000] [515.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001442] [CE 3.918 (4.308)] [KD 3.487 (3.793)] 2024-10-13 18:15:06,908 - Train: 51.57% [645150/1251000] [515.7/1000.0] [batch_t 0.225 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.001442] [CE 4.548 (4.411)] [KD 3.832 (3.791)] 2024-10-13 18:15:19,782 - Train: 51.57% [645200/1251000] [515.7/1000.0] [batch_t 0.252 (0.257)] [data_t 0.007] [optim_t 0.245] [lr 0.001442] [CE 4.556 (4.279)] [KD 3.618 (3.737)] 2024-10-13 18:15:31,829 - Train: 51.58% [645250/1251000] [515.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.007] [optim_t 0.233] [lr 0.001441] [CE 4.683 (4.420)] [KD 3.988 (3.833)] 2024-10-13 18:15:43,781 - Train: 51.58% [645300/1251000] [515.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.001441] [CE 4.363 (4.281)] [KD 3.672 (3.751)] 2024-10-13 18:15:55,508 - Train: 51.59% [645350/1251000] [515.9/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.001441] [CE 4.762 (4.364)] [KD 3.910 (3.759)] 2024-10-13 18:16:08,404 - Train: 51.59% [645400/1251000] [515.9/1000.0] [batch_t 0.225 (0.258)] [data_t 0.008] [optim_t 0.217] [lr 0.001441] [CE 4.766 (4.284)] [KD 3.883 (3.762)] 2024-10-13 18:16:20,349 - Train: 51.59% [645450/1251000] [515.9/1000.0] [batch_t 0.228 (0.239)] [data_t 0.008] [optim_t 0.220] [lr 0.001441] [CE 4.241 (4.340)] [KD 3.727 (3.741)] 2024-10-13 18:16:32,591 - Train: 51.60% [645500/1251000] [516.0/1000.0] [batch_t 0.221 (0.245)] [data_t 0.008] [optim_t 0.213] [lr 0.001440] [CE 4.125 (4.273)] [KD 3.524 (3.722)] 2024-10-13 18:16:45,684 - Test (net): 100.00% [50/50] [batch_t 0.172 (0.171)] [top1_cnt 37118] [top5_cnt 46035] [top_all 50000] 2024-10-13 18:16:45,685 - net: 74.236 (92.070) 2024-10-13 18:16:54,770 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 39085] [top5_cnt 46995] [top_all 50000] 2024-10-13 18:16:54,771 - net_E: 78.170 (93.990) 2024-10-13 18:16:54,978 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.214 (epoch: 515)] 2024-10-13 18:16:54,978 - ==> Total time: 1 day, 21:38:47 Eta: 1 day, 18:48:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:17:06,301 - Train: 51.60% [645550/1251000] [516.0/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.001440] [CE 4.240 (4.282)] [KD 3.684 (3.684)] 2024-10-13 18:17:18,248 - Train: 51.61% [645600/1251000] [516.1/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.001440] [CE 4.674 (4.350)] [KD 4.016 (3.690)] 2024-10-13 18:17:30,382 - Train: 51.61% [645650/1251000] [516.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001440] [CE 4.501 (4.320)] [KD 3.676 (3.683)] 2024-10-13 18:17:42,638 - Train: 51.61% [645700/1251000] [516.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.223] [lr 0.001440] [CE 4.369 (4.215)] [KD 3.543 (3.621)] 2024-10-13 18:17:54,367 - Train: 51.62% [645750/1251000] [516.2/1000.0] [batch_t 0.220 (0.234)] [data_t 0.007] [optim_t 0.213] [lr 0.001440] [CE 4.144 (4.273)] [KD 3.677 (3.702)] 2024-10-13 18:18:06,515 - Train: 51.62% [645800/1251000] [516.2/1000.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.001439] [CE 4.414 (4.316)] [KD 3.779 (3.747)] 2024-10-13 18:18:19,020 - Train: 51.63% [645850/1251000] [516.3/1000.0] [batch_t 0.240 (0.250)] [data_t 0.007] [optim_t 0.233] [lr 0.001439] [CE 4.687 (4.361)] [KD 3.813 (3.773)] 2024-10-13 18:18:31,064 - Train: 51.63% [645900/1251000] [516.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.225] [lr 0.001439] [CE 4.421 (4.293)] [KD 3.573 (3.742)] 2024-10-13 18:18:43,331 - Train: 51.63% [645950/1251000] [516.3/1000.0] [batch_t 0.540 (0.245)] [data_t 0.008] [optim_t 0.533] [lr 0.001439] [CE 4.581 (4.294)] [KD 3.917 (3.722)] 2024-10-13 18:18:55,447 - Train: 51.64% [646000/1251000] [516.4/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.001439] [CE 4.138 (4.315)] [KD 3.667 (3.748)] 2024-10-13 18:19:07,557 - Train: 51.64% [646050/1251000] [516.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.006] [optim_t 0.227] [lr 0.001438] [CE 4.130 (4.324)] [KD 3.948 (3.735)] 2024-10-13 18:19:19,942 - Train: 51.65% [646100/1251000] [516.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.008] [optim_t 0.227] [lr 0.001438] [CE 4.645 (4.301)] [KD 4.085 (3.754)] 2024-10-13 18:19:32,130 - Train: 51.65% [646150/1251000] [516.5/1000.0] [batch_t 0.244 (0.244)] [data_t 0.008] [optim_t 0.236] [lr 0.001438] [CE 4.421 (4.363)] [KD 3.627 (3.702)] 2024-10-13 18:19:44,021 - Train: 51.65% [646200/1251000] [516.5/1000.0] [batch_t 0.244 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.001438] [CE 4.134 (4.287)] [KD 3.539 (3.712)] 2024-10-13 18:19:56,188 - Train: 51.66% [646250/1251000] [516.6/1000.0] [batch_t 0.230 (0.243)] [data_t 0.007] [optim_t 0.223] [lr 0.001438] [CE 4.387 (4.388)] [KD 3.685 (3.816)] 2024-10-13 18:20:08,896 - Train: 51.66% [646300/1251000] [516.6/1000.0] [batch_t 0.246 (0.254)] [data_t 0.010] [optim_t 0.236] [lr 0.001437] [CE 4.076 (4.258)] [KD 3.877 (3.711)] 2024-10-13 18:20:20,902 - Train: 51.67% [646350/1251000] [516.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.006] [optim_t 0.231] [lr 0.001437] [CE 4.428 (4.340)] [KD 3.743 (3.757)] 2024-10-13 18:20:32,865 - Train: 51.67% [646400/1251000] [516.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.001437] [CE 4.120 (4.334)] [KD 3.445 (3.749)] 2024-10-13 18:20:45,079 - Train: 51.67% [646450/1251000] [516.7/1000.0] [batch_t 0.266 (0.244)] [data_t 0.006] [optim_t 0.259] [lr 0.001437] [CE 4.687 (4.329)] [KD 3.776 (3.686)] 2024-10-13 18:20:57,010 - Train: 51.68% [646500/1251000] [516.8/1000.0] [batch_t 0.220 (0.238)] [data_t 0.010] [optim_t 0.210] [lr 0.001437] [CE 4.451 (4.345)] [KD 3.659 (3.706)] 2024-10-13 18:21:08,979 - Train: 51.68% [646550/1251000] [516.8/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.001437] [CE 3.898 (4.346)] [KD 3.570 (3.778)] 2024-10-13 18:21:21,617 - Train: 51.69% [646600/1251000] [516.9/1000.0] [batch_t 0.248 (0.253)] [data_t 0.006] [optim_t 0.242] [lr 0.001436] [CE 4.045 (4.275)] [KD 3.484 (3.770)] 2024-10-13 18:21:34,246 - Train: 51.69% [646650/1251000] [516.9/1000.0] [batch_t 0.219 (0.252)] [data_t 0.008] [optim_t 0.212] [lr 0.001436] [CE 4.186 (4.341)] [KD 3.844 (3.747)] 2024-10-13 18:21:46,066 - Train: 51.69% [646700/1251000] [516.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.007] [optim_t 0.230] [lr 0.001436] [CE 4.718 (4.298)] [KD 4.073 (3.747)] 2024-10-13 18:21:58,095 - Train: 51.70% [646750/1251000] [517.0/1000.0] [batch_t 0.228 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.001436] [CE 3.785 (4.282)] [KD 3.848 (3.750)] 2024-10-13 18:22:10,406 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 36988] [top5_cnt 45967] [top_all 50000] 2024-10-13 18:22:10,407 - net: 73.976 (91.934) 2024-10-13 18:22:19,207 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 39041] [top5_cnt 47006] [top_all 50000] 2024-10-13 18:22:19,207 - net_E: 78.082 (94.012) 2024-10-13 18:22:19,435 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.214 (epoch: 515)] 2024-10-13 18:22:19,435 - ==> Total time: 1 day, 21:44:12 Eta: 1 day, 18:43:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:22:30,986 - Train: 51.70% [646800/1251000] [517.0/1000.0] [batch_t 0.231 (0.253)] [data_t 0.006] [optim_t 0.224] [lr 0.001436] [CE 4.510 (4.261)] [KD 3.703 (3.672)] 2024-10-13 18:22:43,306 - Train: 51.71% [646850/1251000] [517.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.001435] [CE 4.424 (4.331)] [KD 3.783 (3.706)] 2024-10-13 18:22:55,968 - Train: 51.71% [646900/1251000] [517.1/1000.0] [batch_t 0.231 (0.253)] [data_t 0.007] [optim_t 0.224] [lr 0.001435] [CE 4.177 (4.316)] [KD 3.754 (3.688)] 2024-10-13 18:23:08,025 - Train: 51.71% [646950/1251000] [517.1/1000.0] [batch_t 0.254 (0.241)] [data_t 0.008] [optim_t 0.246] [lr 0.001435] [CE 3.783 (4.315)] [KD 3.383 (3.777)] 2024-10-13 18:23:20,260 - Train: 51.72% [647000/1251000] [517.2/1000.0] [batch_t 0.239 (0.244)] [data_t 0.007] [optim_t 0.233] [lr 0.001435] [CE 4.088 (4.341)] [KD 3.563 (3.735)] 2024-10-13 18:23:32,542 - Train: 51.72% [647050/1251000] [517.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.001435] [CE 4.287 (4.369)] [KD 3.744 (3.776)] 2024-10-13 18:23:45,086 - Train: 51.73% [647100/1251000] [517.3/1000.0] [batch_t 0.234 (0.251)] [data_t 0.006] [optim_t 0.228] [lr 0.001434] [CE 4.015 (4.377)] [KD 3.533 (3.817)] 2024-10-13 18:23:57,369 - Train: 51.73% [647150/1251000] [517.3/1000.0] [batch_t 0.239 (0.245)] [data_t 0.006] [optim_t 0.233] [lr 0.001434] [CE 3.937 (4.267)] [KD 3.621 (3.702)] 2024-10-13 18:24:10,024 - Train: 51.73% [647200/1251000] [517.3/1000.0] [batch_t 0.256 (0.253)] [data_t 0.007] [optim_t 0.250] [lr 0.001434] [CE 4.787 (4.368)] [KD 3.917 (3.779)] 2024-10-13 18:24:22,093 - Train: 51.74% [647250/1251000] [517.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.001434] [CE 4.200 (4.355)] [KD 3.731 (3.776)] 2024-10-13 18:24:35,063 - Train: 51.74% [647300/1251000] [517.4/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.225] [lr 0.001434] [CE 4.712 (4.300)] [KD 4.018 (3.700)] 2024-10-13 18:24:47,597 - Train: 51.75% [647350/1251000] [517.5/1000.0] [batch_t 0.238 (0.251)] [data_t 0.008] [optim_t 0.230] [lr 0.001434] [CE 4.274 (4.302)] [KD 3.954 (3.717)] 2024-10-13 18:24:59,463 - Train: 51.75% [647400/1251000] [517.5/1000.0] [batch_t 0.241 (0.237)] [data_t 0.007] [optim_t 0.234] [lr 0.001433] [CE 4.139 (4.305)] [KD 3.787 (3.772)] 2024-10-13 18:25:11,748 - Train: 51.75% [647450/1251000] [517.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.001433] [CE 4.341 (4.317)] [KD 3.880 (3.728)] 2024-10-13 18:25:24,817 - Train: 51.76% [647500/1251000] [517.6/1000.0] [batch_t 0.533 (0.261)] [data_t 0.008] [optim_t 0.525] [lr 0.001433] [CE 4.164 (4.307)] [KD 3.893 (3.715)] 2024-10-13 18:25:37,350 - Train: 51.76% [647550/1251000] [517.6/1000.0] [batch_t 0.247 (0.251)] [data_t 0.008] [optim_t 0.238] [lr 0.001433] [CE 4.338 (4.340)] [KD 3.751 (3.734)] 2024-10-13 18:25:49,339 - Train: 51.77% [647600/1251000] [517.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001433] [CE 4.263 (4.359)] [KD 3.694 (3.790)] 2024-10-13 18:26:01,390 - Train: 51.77% [647650/1251000] [517.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001432] [CE 4.429 (4.344)] [KD 3.676 (3.730)] 2024-10-13 18:26:14,227 - Train: 51.77% [647700/1251000] [517.7/1000.0] [batch_t 0.232 (0.257)] [data_t 0.006] [optim_t 0.226] [lr 0.001432] [CE 4.485 (4.349)] [KD 3.658 (3.747)] 2024-10-13 18:26:26,377 - Train: 51.78% [647750/1251000] [517.8/1000.0] [batch_t 0.449 (0.243)] [data_t 0.010] [optim_t 0.439] [lr 0.001432] [CE 4.534 (4.323)] [KD 3.734 (3.760)] 2024-10-13 18:26:38,539 - Train: 51.78% [647800/1251000] [517.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.001432] [CE 4.285 (4.371)] [KD 3.711 (3.764)] 2024-10-13 18:26:51,089 - Train: 51.79% [647850/1251000] [517.9/1000.0] [batch_t 0.233 (0.251)] [data_t 0.010] [optim_t 0.223] [lr 0.001432] [CE 4.706 (4.341)] [KD 3.690 (3.746)] 2024-10-13 18:27:03,584 - Train: 51.79% [647900/1251000] [517.9/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.001432] [CE 4.426 (4.284)] [KD 3.553 (3.746)] 2024-10-13 18:27:16,011 - Train: 51.79% [647950/1251000] [517.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.008] [optim_t 0.231] [lr 0.001431] [CE 4.363 (4.374)] [KD 3.712 (3.798)] 2024-10-13 18:27:28,315 - Train: 51.80% [648000/1251000] [518.0/1000.0] [batch_t 0.249 (0.246)] [data_t 0.008] [optim_t 0.241] [lr 0.001431] [CE 4.128 (4.270)] [KD 3.642 (3.719)] 2024-10-13 18:27:41,624 - Test (net): 100.00% [50/50] [batch_t 0.487 (0.175)] [top1_cnt 36904] [top5_cnt 45952] [top_all 50000] 2024-10-13 18:27:41,624 - net: 73.808 (91.904) 2024-10-13 18:27:50,618 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 39069] [top5_cnt 47004] [top_all 50000] 2024-10-13 18:27:50,618 - net_E: 78.138 (94.008) 2024-10-13 18:27:50,838 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.214 (epoch: 515)] 2024-10-13 18:27:50,839 - ==> Total time: 1 day, 21:49:43 Eta: 1 day, 18:38:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:28:02,334 - Train: 51.80% [648050/1251000] [518.0/1000.0] [batch_t 0.226 (0.253)] [data_t 0.006] [optim_t 0.220] [lr 0.001431] [CE 4.452 (4.285)] [KD 3.829 (3.751)] 2024-10-13 18:28:14,618 - Train: 51.81% [648100/1251000] [518.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.007] [optim_t 0.224] [lr 0.001431] [CE 4.553 (4.251)] [KD 4.043 (3.764)] 2024-10-13 18:28:27,452 - Train: 51.81% [648150/1251000] [518.1/1000.0] [batch_t 0.251 (0.256)] [data_t 0.007] [optim_t 0.244] [lr 0.001431] [CE 4.079 (4.370)] [KD 3.619 (3.787)] 2024-10-13 18:28:39,338 - Train: 51.81% [648200/1251000] [518.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.006] [optim_t 0.228] [lr 0.001430] [CE 4.532 (4.296)] [KD 3.742 (3.733)] 2024-10-13 18:28:51,295 - Train: 51.82% [648250/1251000] [518.2/1000.0] [batch_t 0.244 (0.239)] [data_t 0.007] [optim_t 0.238] [lr 0.001430] [CE 4.705 (4.287)] [KD 4.248 (3.682)] 2024-10-13 18:29:03,749 - Train: 51.82% [648300/1251000] [518.2/1000.0] [batch_t 0.234 (0.249)] [data_t 0.007] [optim_t 0.227] [lr 0.001430] [CE 4.377 (4.289)] [KD 3.767 (3.703)] 2024-10-13 18:29:15,700 - Train: 51.83% [648350/1251000] [518.3/1000.0] [batch_t 0.240 (0.239)] [data_t 0.007] [optim_t 0.233] [lr 0.001430] [CE 4.249 (4.306)] [KD 3.664 (3.761)] 2024-10-13 18:29:27,948 - Train: 51.83% [648400/1251000] [518.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.007] [optim_t 0.225] [lr 0.001430] [CE 4.420 (4.297)] [KD 3.829 (3.709)] 2024-10-13 18:29:40,574 - Train: 51.83% [648450/1251000] [518.3/1000.0] [batch_t 0.238 (0.252)] [data_t 0.010] [optim_t 0.228] [lr 0.001429] [CE 4.123 (4.291)] [KD 3.783 (3.711)] 2024-10-13 18:29:53,441 - Train: 51.84% [648500/1251000] [518.4/1000.0] [batch_t 0.432 (0.257)] [data_t 0.010] [optim_t 0.422] [lr 0.001429] [CE 4.481 (4.333)] [KD 3.939 (3.725)] 2024-10-13 18:30:05,478 - Train: 51.84% [648550/1251000] [518.4/1000.0] [batch_t 0.220 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.001429] [CE 3.929 (4.255)] [KD 3.719 (3.691)] 2024-10-13 18:30:17,516 - Train: 51.85% [648600/1251000] [518.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.011] [optim_t 0.224] [lr 0.001429] [CE 4.120 (4.254)] [KD 3.830 (3.733)] 2024-10-13 18:30:29,460 - Train: 51.85% [648650/1251000] [518.5/1000.0] [batch_t 0.245 (0.239)] [data_t 0.010] [optim_t 0.235] [lr 0.001429] [CE 4.606 (4.276)] [KD 3.538 (3.675)] 2024-10-13 18:30:41,727 - Train: 51.85% [648700/1251000] [518.5/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.221] [lr 0.001429] [CE 4.244 (4.385)] [KD 3.693 (3.756)] 2024-10-13 18:30:54,307 - Train: 51.86% [648750/1251000] [518.6/1000.0] [batch_t 0.232 (0.251)] [data_t 0.010] [optim_t 0.222] [lr 0.001428] [CE 4.404 (4.261)] [KD 3.839 (3.732)] 2024-10-13 18:31:06,576 - Train: 51.86% [648800/1251000] [518.6/1000.0] [batch_t 0.225 (0.245)] [data_t 0.009] [optim_t 0.216] [lr 0.001428] [CE 4.853 (4.337)] [KD 4.023 (3.721)] 2024-10-13 18:31:18,596 - Train: 51.87% [648850/1251000] [518.7/1000.0] [batch_t 0.253 (0.240)] [data_t 0.006] [optim_t 0.247] [lr 0.001428] [CE 4.810 (4.275)] [KD 4.030 (3.728)] 2024-10-13 18:31:31,343 - Train: 51.87% [648900/1251000] [518.7/1000.0] [batch_t 0.225 (0.255)] [data_t 0.007] [optim_t 0.218] [lr 0.001428] [CE 4.174 (4.305)] [KD 3.708 (3.728)] 2024-10-13 18:31:43,669 - Train: 51.87% [648950/1251000] [518.7/1000.0] [batch_t 0.245 (0.246)] [data_t 0.007] [optim_t 0.238] [lr 0.001428] [CE 4.287 (4.304)] [KD 3.775 (3.728)] 2024-10-13 18:31:55,784 - Train: 51.88% [649000/1251000] [518.8/1000.0] [batch_t 0.242 (0.242)] [data_t 0.008] [optim_t 0.234] [lr 0.001427] [CE 4.077 (4.274)] [KD 3.741 (3.712)] 2024-10-13 18:32:08,260 - Train: 51.88% [649050/1251000] [518.8/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.001427] [CE 3.797 (4.380)] [KD 3.403 (3.790)] 2024-10-13 18:32:21,243 - Train: 51.89% [649100/1251000] [518.9/1000.0] [batch_t 0.245 (0.259)] [data_t 0.007] [optim_t 0.237] [lr 0.001427] [CE 4.318 (4.365)] [KD 3.716 (3.711)] 2024-10-13 18:32:33,573 - Train: 51.89% [649150/1251000] [518.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.011] [optim_t 0.227] [lr 0.001427] [CE 4.476 (4.351)] [KD 3.531 (3.746)] 2024-10-13 18:32:46,268 - Train: 51.89% [649200/1251000] [518.9/1000.0] [batch_t 0.260 (0.254)] [data_t 0.011] [optim_t 0.249] [lr 0.001427] [CE 4.204 (4.314)] [KD 3.623 (3.766)] 2024-10-13 18:32:58,577 - Train: 51.90% [649250/1251000] [519.0/1000.0] [batch_t 0.243 (0.246)] [data_t 0.008] [optim_t 0.235] [lr 0.001426] [CE 4.101 (4.325)] [KD 3.555 (3.795)] 2024-10-13 18:33:12,072 - Test (net): 100.00% [50/50] [batch_t 0.114 (0.167)] [top1_cnt 37026] [top5_cnt 46071] [top_all 50000] 2024-10-13 18:33:12,073 - net: 74.052 (92.142) 2024-10-13 18:33:21,612 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.175)] [top1_cnt 39074] [top5_cnt 47007] [top_all 50000] 2024-10-13 18:33:21,613 - net_E: 78.148 (94.014) 2024-10-13 18:33:21,842 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.214 (epoch: 515)] 2024-10-13 18:33:21,843 - ==> Total time: 1 day, 21:55:14 Eta: 1 day, 18:33:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:33:33,043 - Train: 51.90% [649300/1251000] [519.0/1000.0] [batch_t 0.243 (0.271)] [data_t 0.008] [optim_t 0.235] [lr 0.001426] [CE 3.933 (4.368)] [KD 3.359 (3.737)] 2024-10-13 18:33:45,437 - Train: 51.91% [649350/1251000] [519.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.008] [optim_t 0.226] [lr 0.001426] [CE 4.069 (4.256)] [KD 3.602 (3.656)] 2024-10-13 18:33:57,526 - Train: 51.91% [649400/1251000] [519.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.001426] [CE 4.522 (4.346)] [KD 3.594 (3.710)] 2024-10-13 18:34:09,292 - Train: 51.91% [649450/1251000] [519.1/1000.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.001426] [CE 4.042 (4.347)] [KD 3.405 (3.759)] 2024-10-13 18:34:21,608 - Train: 51.92% [649500/1251000] [519.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.001426] [CE 3.992 (4.325)] [KD 3.495 (3.736)] 2024-10-13 18:34:33,625 - Train: 51.92% [649550/1251000] [519.2/1000.0] [batch_t 0.224 (0.240)] [data_t 0.006] [optim_t 0.217] [lr 0.001425] [CE 4.073 (4.199)] [KD 3.542 (3.638)] 2024-10-13 18:34:45,538 - Train: 51.93% [649600/1251000] [519.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.001425] [CE 4.249 (4.256)] [KD 3.475 (3.655)] 2024-10-13 18:34:57,669 - Train: 51.93% [649650/1251000] [519.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.001425] [CE 4.297 (4.382)] [KD 3.537 (3.739)] 2024-10-13 18:35:09,545 - Train: 51.93% [649700/1251000] [519.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.231] [lr 0.001425] [CE 4.517 (4.330)] [KD 3.836 (3.708)] 2024-10-13 18:35:21,452 - Train: 51.94% [649750/1251000] [519.4/1000.0] [batch_t 0.243 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.001425] [CE 4.100 (4.350)] [KD 3.695 (3.747)] 2024-10-13 18:35:34,079 - Train: 51.94% [649800/1251000] [519.4/1000.0] [batch_t 0.232 (0.252)] [data_t 0.007] [optim_t 0.225] [lr 0.001424] [CE 4.061 (4.269)] [KD 3.695 (3.768)] 2024-10-13 18:35:46,163 - Train: 51.95% [649850/1251000] [519.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001424] [CE 4.346 (4.312)] [KD 3.861 (3.755)] 2024-10-13 18:35:58,103 - Train: 51.95% [649900/1251000] [519.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001424] [CE 4.855 (4.350)] [KD 3.956 (3.794)] 2024-10-13 18:36:10,409 - Train: 51.95% [649950/1251000] [519.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.001424] [CE 4.560 (4.299)] [KD 3.957 (3.743)] 2024-10-13 18:36:22,697 - Train: 51.96% [650000/1251000] [519.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.010] [optim_t 0.228] [lr 0.001424] [CE 4.480 (4.324)] [KD 3.781 (3.692)] 2024-10-13 18:36:34,624 - Train: 51.96% [650050/1251000] [519.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.001424] [CE 4.119 (4.283)] [KD 3.619 (3.699)] 2024-10-13 18:36:47,558 - Train: 51.97% [650100/1251000] [519.7/1000.0] [batch_t 0.250 (0.258)] [data_t 0.008] [optim_t 0.242] [lr 0.001423] [CE 4.550 (4.322)] [KD 3.805 (3.713)] 2024-10-13 18:37:00,196 - Train: 51.97% [650150/1251000] [519.7/1000.0] [batch_t 0.245 (0.253)] [data_t 0.007] [optim_t 0.238] [lr 0.001423] [CE 4.329 (4.348)] [KD 3.715 (3.744)] 2024-10-13 18:37:12,454 - Train: 51.97% [650200/1251000] [519.7/1000.0] [batch_t 0.233 (0.245)] [data_t 0.006] [optim_t 0.226] [lr 0.001423] [CE 4.235 (4.399)] [KD 3.684 (3.761)] 2024-10-13 18:37:24,402 - Train: 51.98% [650250/1251000] [519.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.001423] [CE 4.345 (4.250)] [KD 3.932 (3.750)] 2024-10-13 18:37:36,757 - Train: 51.98% [650300/1251000] [519.8/1000.0] [batch_t 0.227 (0.247)] [data_t 0.007] [optim_t 0.220] [lr 0.001423] [CE 4.561 (4.339)] [KD 3.940 (3.727)] 2024-10-13 18:37:49,073 - Train: 51.99% [650350/1251000] [519.9/1000.0] [batch_t 0.230 (0.246)] [data_t 0.010] [optim_t 0.220] [lr 0.001422] [CE 4.179 (4.323)] [KD 3.509 (3.753)] 2024-10-13 18:38:01,395 - Train: 51.99% [650400/1251000] [519.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.010] [optim_t 0.223] [lr 0.001422] [CE 4.314 (4.370)] [KD 3.625 (3.742)] 2024-10-13 18:38:13,492 - Train: 51.99% [650450/1251000] [519.9/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.224] [lr 0.001422] [CE 3.961 (4.301)] [KD 3.505 (3.677)] 2024-10-13 18:38:26,143 - Train: 52.00% [650500/1251000] [520.0/1000.0] [batch_t 0.241 (0.253)] [data_t 0.007] [optim_t 0.234] [lr 0.001422] [CE 4.873 (4.296)] [KD 3.992 (3.723)] 2024-10-13 18:38:40,148 - Test (net): 100.00% [50/50] [batch_t 0.060 (0.180)] [top1_cnt 37161] [top5_cnt 46047] [top_all 50000] 2024-10-13 18:38:40,149 - net: 74.322 (92.094) 2024-10-13 18:38:49,859 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.178)] [top1_cnt 39058] [top5_cnt 47017] [top_all 50000] 2024-10-13 18:38:49,860 - net_E: 78.116 (94.034) 2024-10-13 18:38:50,102 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.214 (epoch: 515)] 2024-10-13 18:38:50,103 - ==> Total time: 1 day, 22:00:42 Eta: 1 day, 18:28:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:39:01,016 - Train: 52.00% [650550/1251000] [520.0/1000.0] [batch_t 0.226 (0.268)] [data_t 0.012] [optim_t 0.214] [lr 0.001422] [CE 4.035 (4.276)] [KD 3.564 (3.686)] 2024-10-13 18:39:13,622 - Train: 52.01% [650600/1251000] [520.1/1000.0] [batch_t 0.225 (0.252)] [data_t 0.010] [optim_t 0.215] [lr 0.001421] [CE 4.057 (4.319)] [KD 3.539 (3.676)] 2024-10-13 18:39:25,935 - Train: 52.01% [650650/1251000] [520.1/1000.0] [batch_t 0.229 (0.246)] [data_t 0.009] [optim_t 0.220] [lr 0.001421] [CE 4.303 (4.364)] [KD 3.567 (3.740)] 2024-10-13 18:39:38,073 - Train: 52.01% [650700/1251000] [520.1/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.001421] [CE 3.612 (4.283)] [KD 3.218 (3.710)] 2024-10-13 18:39:50,091 - Train: 52.02% [650750/1251000] [520.2/1000.0] [batch_t 0.249 (0.240)] [data_t 0.006] [optim_t 0.243] [lr 0.001421] [CE 3.977 (4.263)] [KD 3.566 (3.669)] 2024-10-13 18:40:02,266 - Train: 52.02% [650800/1251000] [520.2/1000.0] [batch_t 0.266 (0.243)] [data_t 0.009] [optim_t 0.257] [lr 0.001421] [CE 4.192 (4.302)] [KD 3.675 (3.734)] 2024-10-13 18:40:14,588 - Train: 52.03% [650850/1251000] [520.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.001421] [CE 4.546 (4.355)] [KD 3.739 (3.715)] 2024-10-13 18:40:27,386 - Train: 52.03% [650900/1251000] [520.3/1000.0] [batch_t 0.253 (0.256)] [data_t 0.010] [optim_t 0.244] [lr 0.001420] [CE 4.471 (4.326)] [KD 3.821 (3.694)] 2024-10-13 18:40:39,348 - Train: 52.03% [650950/1251000] [520.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001420] [CE 4.118 (4.299)] [KD 3.525 (3.666)] 2024-10-13 18:40:51,517 - Train: 52.04% [651000/1251000] [520.4/1000.0] [batch_t 0.251 (0.243)] [data_t 0.007] [optim_t 0.245] [lr 0.001420] [CE 4.590 (4.337)] [KD 3.971 (3.700)] 2024-10-13 18:41:04,080 - Train: 52.04% [651050/1251000] [520.4/1000.0] [batch_t 0.257 (0.251)] [data_t 0.008] [optim_t 0.249] [lr 0.001420] [CE 4.078 (4.339)] [KD 3.586 (3.737)] 2024-10-13 18:41:16,475 - Train: 52.05% [651100/1251000] [520.5/1000.0] [batch_t 0.223 (0.248)] [data_t 0.007] [optim_t 0.216] [lr 0.001420] [CE 4.716 (4.392)] [KD 3.999 (3.758)] 2024-10-13 18:41:28,837 - Train: 52.05% [651150/1251000] [520.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.006] [optim_t 0.232] [lr 0.001419] [CE 4.545 (4.205)] [KD 3.731 (3.664)] 2024-10-13 18:41:41,180 - Train: 52.05% [651200/1251000] [520.5/1000.0] [batch_t 0.223 (0.247)] [data_t 0.009] [optim_t 0.214] [lr 0.001419] [CE 4.567 (4.293)] [KD 3.638 (3.703)] 2024-10-13 18:41:53,667 - Train: 52.06% [651250/1251000] [520.6/1000.0] [batch_t 0.513 (0.250)] [data_t 0.009] [optim_t 0.504] [lr 0.001419] [CE 3.802 (4.370)] [KD 3.516 (3.736)] 2024-10-13 18:42:06,137 - Train: 52.06% [651300/1251000] [520.6/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.001419] [CE 4.559 (4.308)] [KD 3.791 (3.733)] 2024-10-13 18:42:18,707 - Train: 52.07% [651350/1251000] [520.7/1000.0] [batch_t 0.573 (0.251)] [data_t 0.009] [optim_t 0.564] [lr 0.001419] [CE 4.566 (4.321)] [KD 3.959 (3.754)] 2024-10-13 18:42:31,139 - Train: 52.07% [651400/1251000] [520.7/1000.0] [batch_t 0.256 (0.248)] [data_t 0.010] [optim_t 0.246] [lr 0.001418] [CE 4.709 (4.296)] [KD 3.906 (3.718)] 2024-10-13 18:42:43,924 - Train: 52.07% [651450/1251000] [520.7/1000.0] [batch_t 0.238 (0.255)] [data_t 0.010] [optim_t 0.228] [lr 0.001418] [CE 4.409 (4.359)] [KD 3.751 (3.713)] 2024-10-13 18:42:56,778 - Train: 52.08% [651500/1251000] [520.8/1000.0] [batch_t 0.238 (0.257)] [data_t 0.008] [optim_t 0.231] [lr 0.001418] [CE 4.061 (4.269)] [KD 3.830 (3.702)] 2024-10-13 18:43:09,272 - Train: 52.08% [651550/1251000] [520.8/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.001418] [CE 4.533 (4.327)] [KD 3.843 (3.745)] 2024-10-13 18:43:21,576 - Train: 52.09% [651600/1251000] [520.9/1000.0] [batch_t 0.231 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.001418] [CE 4.151 (4.311)] [KD 3.477 (3.707)] 2024-10-13 18:43:33,289 - Train: 52.09% [651650/1251000] [520.9/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.001418] [CE 4.901 (4.296)] [KD 4.112 (3.736)] 2024-10-13 18:43:45,961 - Train: 52.09% [651700/1251000] [520.9/1000.0] [batch_t 0.231 (0.253)] [data_t 0.007] [optim_t 0.224] [lr 0.001417] [CE 4.023 (4.308)] [KD 3.552 (3.739)] 2024-10-13 18:43:58,589 - Train: 52.10% [651750/1251000] [521.0/1000.0] [batch_t 0.230 (0.252)] [data_t 0.007] [optim_t 0.223] [lr 0.001417] [CE 4.391 (4.256)] [KD 3.616 (3.660)] 2024-10-13 18:44:12,100 - Test (net): 100.00% [50/50] [batch_t 0.328 (0.165)] [top1_cnt 36948] [top5_cnt 46011] [top_all 50000] 2024-10-13 18:44:12,101 - net: 73.896 (92.022) 2024-10-13 18:44:21,140 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 39088] [top5_cnt 47025] [top_all 50000] 2024-10-13 18:44:21,141 - net_E: 78.176 (94.050) 2024-10-13 18:44:21,338 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.214 (epoch: 515)] 2024-10-13 18:44:21,339 - ==> Total time: 1 day, 22:06:14 Eta: 1 day, 18:23:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:44:32,155 - Train: 52.10% [651800/1251000] [521.0/1000.0] [batch_t 0.453 (0.259)] [data_t 0.011] [optim_t 0.442] [lr 0.001417] [CE 4.406 (4.292)] [KD 3.623 (3.713)] 2024-10-13 18:44:44,390 - Train: 52.11% [651850/1251000] [521.1/1000.0] [batch_t 0.227 (0.244)] [data_t 0.007] [optim_t 0.220] [lr 0.001417] [CE 4.256 (4.337)] [KD 3.667 (3.729)] 2024-10-13 18:44:56,610 - Train: 52.11% [651900/1251000] [521.1/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.215] [lr 0.001417] [CE 4.286 (4.228)] [KD 3.528 (3.625)] 2024-10-13 18:45:08,960 - Train: 52.11% [651950/1251000] [521.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001416] [CE 4.564 (4.339)] [KD 3.982 (3.719)] 2024-10-13 18:45:21,429 - Train: 52.12% [652000/1251000] [521.2/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.001416] [CE 3.957 (4.342)] [KD 3.508 (3.727)] 2024-10-13 18:45:33,360 - Train: 52.12% [652050/1251000] [521.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.001416] [CE 4.520 (4.359)] [KD 3.970 (3.730)] 2024-10-13 18:45:45,469 - Train: 52.13% [652100/1251000] [521.3/1000.0] [batch_t 0.251 (0.242)] [data_t 0.007] [optim_t 0.244] [lr 0.001416] [CE 4.328 (4.300)] [KD 3.703 (3.706)] 2024-10-13 18:45:57,730 - Train: 52.13% [652150/1251000] [521.3/1000.0] [batch_t 0.226 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.001416] [CE 4.954 (4.278)] [KD 3.991 (3.734)] 2024-10-13 18:46:10,003 - Train: 52.13% [652200/1251000] [521.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.001416] [CE 4.561 (4.360)] [KD 3.945 (3.790)] 2024-10-13 18:46:21,868 - Train: 52.14% [652250/1251000] [521.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.008] [optim_t 0.229] [lr 0.001415] [CE 4.329 (4.345)] [KD 3.771 (3.799)] 2024-10-13 18:46:34,414 - Train: 52.14% [652300/1251000] [521.4/1000.0] [batch_t 0.226 (0.251)] [data_t 0.007] [optim_t 0.219] [lr 0.001415] [CE 4.382 (4.353)] [KD 3.765 (3.727)] 2024-10-13 18:46:46,529 - Train: 52.15% [652350/1251000] [521.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001415] [CE 4.003 (4.229)] [KD 3.813 (3.708)] 2024-10-13 18:46:58,422 - Train: 52.15% [652400/1251000] [521.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001415] [CE 4.165 (4.303)] [KD 3.739 (3.754)] 2024-10-13 18:47:10,616 - Train: 52.15% [652450/1251000] [521.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.001415] [CE 3.995 (4.281)] [KD 3.510 (3.734)] 2024-10-13 18:47:22,660 - Train: 52.16% [652500/1251000] [521.6/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.001414] [CE 4.737 (4.353)] [KD 3.983 (3.765)] 2024-10-13 18:47:35,012 - Train: 52.16% [652550/1251000] [521.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.001414] [CE 3.891 (4.332)] [KD 3.495 (3.699)] 2024-10-13 18:47:47,580 - Train: 52.17% [652600/1251000] [521.7/1000.0] [batch_t 0.245 (0.251)] [data_t 0.009] [optim_t 0.236] [lr 0.001414] [CE 4.784 (4.331)] [KD 3.983 (3.738)] 2024-10-13 18:47:59,627 - Train: 52.17% [652650/1251000] [521.7/1000.0] [batch_t 0.223 (0.241)] [data_t 0.007] [optim_t 0.216] [lr 0.001414] [CE 4.174 (4.279)] [KD 3.722 (3.724)] 2024-10-13 18:48:11,555 - Train: 52.17% [652700/1251000] [521.7/1000.0] [batch_t 0.241 (0.238)] [data_t 0.008] [optim_t 0.233] [lr 0.001414] [CE 4.701 (4.386)] [KD 3.980 (3.781)] 2024-10-13 18:48:24,032 - Train: 52.18% [652750/1251000] [521.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001413] [CE 4.469 (4.335)] [KD 3.745 (3.750)] 2024-10-13 18:48:36,154 - Train: 52.18% [652800/1251000] [521.8/1000.0] [batch_t 0.549 (0.242)] [data_t 0.009] [optim_t 0.540] [lr 0.001413] [CE 4.051 (4.347)] [KD 3.561 (3.720)] 2024-10-13 18:48:47,913 - Train: 52.19% [652850/1251000] [521.9/1000.0] [batch_t 0.241 (0.235)] [data_t 0.010] [optim_t 0.231] [lr 0.001413] [CE 4.098 (4.308)] [KD 3.648 (3.680)] 2024-10-13 18:49:00,331 - Train: 52.19% [652900/1251000] [521.9/1000.0] [batch_t 0.221 (0.248)] [data_t 0.010] [optim_t 0.210] [lr 0.001413] [CE 4.382 (4.269)] [KD 3.657 (3.676)] 2024-10-13 18:49:12,257 - Train: 52.19% [652950/1251000] [521.9/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.001413] [CE 4.586 (4.324)] [KD 3.820 (3.741)] 2024-10-13 18:49:24,392 - Train: 52.20% [653000/1251000] [522.0/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001413] [CE 4.131 (4.320)] [KD 3.817 (3.737)] 2024-10-13 18:49:37,766 - Test (net): 100.00% [50/50] [batch_t 0.058 (0.158)] [top1_cnt 37107] [top5_cnt 46139] [top_all 50000] 2024-10-13 18:49:37,767 - net: 74.214 (92.278) 2024-10-13 18:49:46,964 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 39089] [top5_cnt 47030] [top_all 50000] 2024-10-13 18:49:46,964 - net_E: 78.178 (94.060) 2024-10-13 18:49:47,199 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.214 (epoch: 515)] 2024-10-13 18:49:47,200 - ==> Total time: 1 day, 22:11:40 Eta: 1 day, 18:18:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:49:58,127 - Train: 52.20% [653050/1251000] [522.0/1000.0] [batch_t 0.241 (0.269)] [data_t 0.006] [optim_t 0.234] [lr 0.001412] [CE 4.020 (4.230)] [KD 3.628 (3.649)] 2024-10-13 18:50:10,616 - Train: 52.21% [653100/1251000] [522.1/1000.0] [batch_t 0.227 (0.250)] [data_t 0.007] [optim_t 0.220] [lr 0.001412] [CE 4.335 (4.352)] [KD 3.885 (3.720)] 2024-10-13 18:50:22,645 - Train: 52.21% [653150/1251000] [522.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.006] [optim_t 0.230] [lr 0.001412] [CE 4.927 (4.284)] [KD 4.251 (3.670)] 2024-10-13 18:50:34,886 - Train: 52.21% [653200/1251000] [522.1/1000.0] [batch_t 0.222 (0.245)] [data_t 0.008] [optim_t 0.213] [lr 0.001412] [CE 4.741 (4.320)] [KD 3.867 (3.687)] 2024-10-13 18:50:47,137 - Train: 52.22% [653250/1251000] [522.2/1000.0] [batch_t 0.240 (0.245)] [data_t 0.008] [optim_t 0.232] [lr 0.001412] [CE 4.176 (4.268)] [KD 3.670 (3.713)] 2024-10-13 18:50:59,218 - Train: 52.22% [653300/1251000] [522.2/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.001411] [CE 4.266 (4.363)] [KD 3.786 (3.782)] 2024-10-13 18:51:11,549 - Train: 52.23% [653350/1251000] [522.3/1000.0] [batch_t 0.239 (0.246)] [data_t 0.006] [optim_t 0.232] [lr 0.001411] [CE 4.234 (4.254)] [KD 3.673 (3.715)] 2024-10-13 18:51:23,504 - Train: 52.23% [653400/1251000] [522.3/1000.0] [batch_t 0.220 (0.239)] [data_t 0.010] [optim_t 0.210] [lr 0.001411] [CE 4.355 (4.400)] [KD 3.587 (3.729)] 2024-10-13 18:51:35,443 - Train: 52.23% [653450/1251000] [522.3/1000.0] [batch_t 0.240 (0.239)] [data_t 0.006] [optim_t 0.234] [lr 0.001411] [CE 3.989 (4.353)] [KD 3.604 (3.744)] 2024-10-13 18:51:47,793 - Train: 52.24% [653500/1251000] [522.4/1000.0] [batch_t 0.546 (0.247)] [data_t 0.007] [optim_t 0.539] [lr 0.001411] [CE 4.701 (4.275)] [KD 4.166 (3.723)] 2024-10-13 18:52:00,258 - Train: 52.24% [653550/1251000] [522.4/1000.0] [batch_t 0.223 (0.249)] [data_t 0.010] [optim_t 0.214] [lr 0.001410] [CE 4.435 (4.277)] [KD 3.766 (3.679)] 2024-10-13 18:52:12,299 - Train: 52.25% [653600/1251000] [522.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.001410] [CE 4.620 (4.370)] [KD 3.728 (3.711)] 2024-10-13 18:52:24,650 - Train: 52.25% [653650/1251000] [522.5/1000.0] [batch_t 0.230 (0.247)] [data_t 0.007] [optim_t 0.223] [lr 0.001410] [CE 3.956 (4.327)] [KD 3.700 (3.742)] 2024-10-13 18:52:36,357 - Train: 52.25% [653700/1251000] [522.5/1000.0] [batch_t 0.237 (0.234)] [data_t 0.010] [optim_t 0.227] [lr 0.001410] [CE 4.571 (4.285)] [KD 3.615 (3.720)] 2024-10-13 18:52:48,801 - Train: 52.26% [653750/1251000] [522.6/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001410] [CE 4.846 (4.333)] [KD 3.812 (3.747)] 2024-10-13 18:53:00,726 - Train: 52.26% [653800/1251000] [522.6/1000.0] [batch_t 0.248 (0.238)] [data_t 0.006] [optim_t 0.242] [lr 0.001410] [CE 4.498 (4.313)] [KD 3.709 (3.684)] 2024-10-13 18:53:12,905 - Train: 52.27% [653850/1251000] [522.7/1000.0] [batch_t 0.224 (0.243)] [data_t 0.006] [optim_t 0.218] [lr 0.001409] [CE 4.271 (4.290)] [KD 3.711 (3.700)] 2024-10-13 18:53:25,278 - Train: 52.27% [653900/1251000] [522.7/1000.0] [batch_t 0.222 (0.247)] [data_t 0.006] [optim_t 0.216] [lr 0.001409] [CE 3.644 (4.363)] [KD 3.302 (3.703)] 2024-10-13 18:53:37,809 - Train: 52.27% [653950/1251000] [522.7/1000.0] [batch_t 0.220 (0.250)] [data_t 0.010] [optim_t 0.209] [lr 0.001409] [CE 4.234 (4.333)] [KD 3.658 (3.677)] 2024-10-13 18:53:49,503 - Train: 52.28% [654000/1251000] [522.8/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.001409] [CE 4.202 (4.289)] [KD 3.543 (3.729)] 2024-10-13 18:54:01,578 - Train: 52.28% [654050/1251000] [522.8/1000.0] [batch_t 0.246 (0.241)] [data_t 0.010] [optim_t 0.236] [lr 0.001409] [CE 4.284 (4.366)] [KD 3.768 (3.725)] 2024-10-13 18:54:13,499 - Train: 52.29% [654100/1251000] [522.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001408] [CE 4.026 (4.314)] [KD 3.478 (3.706)] 2024-10-13 18:54:25,702 - Train: 52.29% [654150/1251000] [522.9/1000.0] [batch_t 0.230 (0.244)] [data_t 0.011] [optim_t 0.220] [lr 0.001408] [CE 4.588 (4.410)] [KD 3.921 (3.792)] 2024-10-13 18:54:38,021 - Train: 52.29% [654200/1251000] [522.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.008] [optim_t 0.230] [lr 0.001408] [CE 4.221 (4.368)] [KD 3.823 (3.774)] 2024-10-13 18:54:50,414 - Train: 52.30% [654250/1251000] [523.0/1000.0] [batch_t 0.253 (0.248)] [data_t 0.007] [optim_t 0.245] [lr 0.001408] [CE 4.609 (4.329)] [KD 3.874 (3.717)] 2024-10-13 18:55:04,232 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 37049] [top5_cnt 46152] [top_all 50000] 2024-10-13 18:55:04,233 - net: 74.098 (92.304) 2024-10-13 18:55:13,511 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.170)] [top1_cnt 39095] [top5_cnt 47045] [top_all 50000] 2024-10-13 18:55:13,512 - net_E: 78.190 (94.090) 2024-10-13 18:55:13,728 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.214 (epoch: 515)] 2024-10-13 18:55:13,729 - ==> Total time: 1 day, 22:17:06 Eta: 1 day, 18:12:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 18:55:23,569 - Train: 52.30% [654300/1251000] [523.0/1000.0] [batch_t 0.238 (0.256)] [data_t 0.007] [optim_t 0.231] [lr 0.001408] [CE 4.338 (4.395)] [KD 3.676 (3.747)] 2024-10-13 18:55:35,899 - Train: 52.31% [654350/1251000] [523.1/1000.0] [batch_t 0.484 (0.246)] [data_t 0.007] [optim_t 0.477] [lr 0.001408] [CE 4.170 (4.322)] [KD 3.578 (3.750)] 2024-10-13 18:55:48,281 - Train: 52.31% [654400/1251000] [523.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.007] [optim_t 0.224] [lr 0.001407] [CE 4.533 (4.305)] [KD 3.741 (3.710)] 2024-10-13 18:56:00,392 - Train: 52.31% [654450/1251000] [523.1/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.214] [lr 0.001407] [CE 4.520 (4.366)] [KD 3.792 (3.752)] 2024-10-13 18:56:12,262 - Train: 52.32% [654500/1251000] [523.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001407] [CE 4.418 (4.297)] [KD 4.091 (3.748)] 2024-10-13 18:56:24,498 - Train: 52.32% [654550/1251000] [523.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.001407] [CE 4.661 (4.298)] [KD 3.903 (3.684)] 2024-10-13 18:56:36,371 - Train: 52.33% [654600/1251000] [523.3/1000.0] [batch_t 0.244 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.001407] [CE 3.897 (4.313)] [KD 3.538 (3.682)] 2024-10-13 18:56:48,929 - Train: 52.33% [654650/1251000] [523.3/1000.0] [batch_t 0.254 (0.251)] [data_t 0.011] [optim_t 0.243] [lr 0.001406] [CE 3.982 (4.273)] [KD 3.615 (3.729)] 2024-10-13 18:57:01,163 - Train: 52.33% [654700/1251000] [523.3/1000.0] [batch_t 0.246 (0.244)] [data_t 0.007] [optim_t 0.239] [lr 0.001406] [CE 4.142 (4.311)] [KD 3.510 (3.708)] 2024-10-13 18:57:12,943 - Train: 52.34% [654750/1251000] [523.4/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.001406] [CE 4.292 (4.294)] [KD 3.585 (3.728)] 2024-10-13 18:57:25,379 - Train: 52.34% [654800/1251000] [523.4/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001406] [CE 4.288 (4.253)] [KD 3.524 (3.690)] 2024-10-13 18:57:37,760 - Train: 52.35% [654850/1251000] [523.5/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.001406] [CE 3.992 (4.366)] [KD 3.750 (3.689)] 2024-10-13 18:57:49,860 - Train: 52.35% [654900/1251000] [523.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.010] [optim_t 0.228] [lr 0.001405] [CE 4.530 (4.292)] [KD 3.949 (3.723)] 2024-10-13 18:58:02,059 - Train: 52.35% [654950/1251000] [523.5/1000.0] [batch_t 0.247 (0.244)] [data_t 0.008] [optim_t 0.239] [lr 0.001405] [CE 4.232 (4.266)] [KD 3.518 (3.618)] 2024-10-13 18:58:14,283 - Train: 52.36% [655000/1251000] [523.6/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.001405] [CE 4.204 (4.330)] [KD 3.616 (3.652)] 2024-10-13 18:58:26,643 - Train: 52.36% [655050/1251000] [523.6/1000.0] [batch_t 0.247 (0.247)] [data_t 0.010] [optim_t 0.237] [lr 0.001405] [CE 4.080 (4.273)] [KD 3.667 (3.702)] 2024-10-13 18:58:39,075 - Train: 52.37% [655100/1251000] [523.7/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.001405] [CE 4.407 (4.316)] [KD 3.498 (3.695)] 2024-10-13 18:58:51,303 - Train: 52.37% [655150/1251000] [523.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001405] [CE 4.204 (4.339)] [KD 3.683 (3.732)] 2024-10-13 18:59:03,103 - Train: 52.37% [655200/1251000] [523.7/1000.0] [batch_t 0.230 (0.236)] [data_t 0.011] [optim_t 0.219] [lr 0.001404] [CE 4.707 (4.358)] [KD 3.764 (3.743)] 2024-10-13 18:59:15,494 - Train: 52.38% [655250/1251000] [523.8/1000.0] [batch_t 0.222 (0.248)] [data_t 0.009] [optim_t 0.212] [lr 0.001404] [CE 4.503 (4.268)] [KD 4.078 (3.715)] 2024-10-13 18:59:27,899 - Train: 52.38% [655300/1251000] [523.8/1000.0] [batch_t 0.236 (0.248)] [data_t 0.006] [optim_t 0.230] [lr 0.001404] [CE 4.694 (4.308)] [KD 4.005 (3.724)] 2024-10-13 18:59:40,168 - Train: 52.39% [655350/1251000] [523.9/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001404] [CE 4.455 (4.306)] [KD 3.681 (3.745)] 2024-10-13 18:59:52,439 - Train: 52.39% [655400/1251000] [523.9/1000.0] [batch_t 0.468 (0.245)] [data_t 0.011] [optim_t 0.457] [lr 0.001404] [CE 4.267 (4.335)] [KD 3.764 (3.755)] 2024-10-13 19:00:04,780 - Train: 52.39% [655450/1251000] [523.9/1000.0] [batch_t 0.223 (0.247)] [data_t 0.010] [optim_t 0.213] [lr 0.001403] [CE 4.147 (4.261)] [KD 3.507 (3.708)] 2024-10-13 19:00:16,679 - Train: 52.40% [655500/1251000] [524.0/1000.0] [batch_t 0.245 (0.238)] [data_t 0.008] [optim_t 0.238] [lr 0.001403] [CE 4.392 (4.285)] [KD 3.604 (3.717)] 2024-10-13 19:00:31,923 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.180)] [top1_cnt 36916] [top5_cnt 46041] [top_all 50000] 2024-10-13 19:00:31,924 - net: 73.832 (92.082) 2024-10-13 19:00:41,070 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.167)] [top1_cnt 39120] [top5_cnt 47054] [top_all 50000] 2024-10-13 19:00:41,071 - net_E: 78.240 (94.108) 2024-10-13 19:00:41,263 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.240 (epoch: 524)] 2024-10-13 19:00:41,263 - ==> Total time: 1 day, 22:22:34 Eta: 1 day, 18:07:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:01:00,826 - Train: 52.40% [655550/1251000] [524.0/1000.0] [batch_t 0.236 (0.256)] [data_t 0.008] [optim_t 0.227] [lr 0.001403] [CE 5.061 (4.245)] [KD 4.073 (3.661)] 2024-10-13 19:01:13,068 - Train: 52.41% [655600/1251000] [524.1/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.225] [lr 0.001403] [CE 3.923 (4.370)] [KD 3.540 (3.671)] 2024-10-13 19:01:25,642 - Train: 52.41% [655650/1251000] [524.1/1000.0] [batch_t 0.229 (0.251)] [data_t 0.010] [optim_t 0.219] [lr 0.001403] [CE 4.750 (4.279)] [KD 3.988 (3.725)] 2024-10-13 19:01:37,932 - Train: 52.41% [655700/1251000] [524.1/1000.0] [batch_t 0.524 (0.246)] [data_t 0.007] [optim_t 0.516] [lr 0.001402] [CE 4.414 (4.273)] [KD 3.622 (3.647)] 2024-10-13 19:01:49,485 - Train: 52.42% [655750/1251000] [524.2/1000.0] [batch_t 0.223 (0.231)] [data_t 0.010] [optim_t 0.213] [lr 0.001402] [CE 4.497 (4.264)] [KD 3.899 (3.679)] 2024-10-13 19:02:01,911 - Train: 52.42% [655800/1251000] [524.2/1000.0] [batch_t 0.228 (0.248)] [data_t 0.007] [optim_t 0.221] [lr 0.001402] [CE 4.188 (4.340)] [KD 3.576 (3.699)] 2024-10-13 19:02:13,935 - Train: 52.43% [655850/1251000] [524.3/1000.0] [batch_t 0.253 (0.240)] [data_t 0.010] [optim_t 0.244] [lr 0.001402] [CE 4.219 (4.317)] [KD 3.947 (3.657)] 2024-10-13 19:02:25,771 - Train: 52.43% [655900/1251000] [524.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001402] [CE 4.559 (4.339)] [KD 3.753 (3.701)] 2024-10-13 19:02:38,095 - Train: 52.43% [655950/1251000] [524.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.001402] [CE 4.359 (4.318)] [KD 3.670 (3.697)] 2024-10-13 19:02:50,715 - Train: 52.44% [656000/1251000] [524.4/1000.0] [batch_t 0.224 (0.252)] [data_t 0.006] [optim_t 0.218] [lr 0.001401] [CE 4.327 (4.384)] [KD 3.732 (3.711)] 2024-10-13 19:03:02,846 - Train: 52.44% [656050/1251000] [524.4/1000.0] [batch_t 0.258 (0.242)] [data_t 0.010] [optim_t 0.248] [lr 0.001401] [CE 4.286 (4.242)] [KD 3.828 (3.649)] 2024-10-13 19:03:15,082 - Train: 52.45% [656100/1251000] [524.5/1000.0] [batch_t 0.228 (0.245)] [data_t 0.010] [optim_t 0.217] [lr 0.001401] [CE 4.280 (4.305)] [KD 3.725 (3.713)] 2024-10-13 19:03:27,095 - Train: 52.45% [656150/1251000] [524.5/1000.0] [batch_t 0.242 (0.240)] [data_t 0.008] [optim_t 0.234] [lr 0.001401] [CE 4.133 (4.266)] [KD 3.386 (3.695)] 2024-10-13 19:03:39,798 - Train: 52.45% [656200/1251000] [524.5/1000.0] [batch_t 0.553 (0.254)] [data_t 0.009] [optim_t 0.544] [lr 0.001401] [CE 4.220 (4.329)] [KD 3.665 (3.735)] 2024-10-13 19:03:52,393 - Train: 52.46% [656250/1251000] [524.6/1000.0] [batch_t 0.215 (0.252)] [data_t 0.008] [optim_t 0.207] [lr 0.001400] [CE 3.768 (4.288)] [KD 3.370 (3.716)] 2024-10-13 19:04:04,548 - Train: 52.46% [656300/1251000] [524.6/1000.0] [batch_t 0.247 (0.243)] [data_t 0.007] [optim_t 0.241] [lr 0.001400] [CE 4.523 (4.319)] [KD 3.822 (3.822)] 2024-10-13 19:04:16,733 - Train: 52.47% [656350/1251000] [524.7/1000.0] [batch_t 0.256 (0.244)] [data_t 0.007] [optim_t 0.249] [lr 0.001400] [CE 4.501 (4.369)] [KD 3.642 (3.729)] 2024-10-13 19:04:29,138 - Train: 52.47% [656400/1251000] [524.7/1000.0] [batch_t 0.235 (0.248)] [data_t 0.008] [optim_t 0.227] [lr 0.001400] [CE 4.404 (4.239)] [KD 3.788 (3.676)] 2024-10-13 19:04:41,619 - Train: 52.47% [656450/1251000] [524.7/1000.0] [batch_t 0.251 (0.249)] [data_t 0.008] [optim_t 0.243] [lr 0.001400] [CE 4.576 (4.274)] [KD 3.852 (3.673)] 2024-10-13 19:04:53,457 - Train: 52.48% [656500/1251000] [524.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.010] [optim_t 0.226] [lr 0.001400] [CE 4.873 (4.327)] [KD 4.082 (3.760)] 2024-10-13 19:05:05,583 - Train: 52.48% [656550/1251000] [524.8/1000.0] [batch_t 0.248 (0.242)] [data_t 0.010] [optim_t 0.238] [lr 0.001399] [CE 3.913 (4.351)] [KD 3.496 (3.729)] 2024-10-13 19:05:18,109 - Train: 52.49% [656600/1251000] [524.9/1000.0] [batch_t 0.250 (0.250)] [data_t 0.008] [optim_t 0.242] [lr 0.001399] [CE 4.348 (4.357)] [KD 3.785 (3.758)] 2024-10-13 19:05:30,825 - Train: 52.49% [656650/1251000] [524.9/1000.0] [batch_t 0.423 (0.254)] [data_t 0.008] [optim_t 0.415] [lr 0.001399] [CE 4.307 (4.308)] [KD 3.640 (3.683)] 2024-10-13 19:05:42,966 - Train: 52.49% [656700/1251000] [524.9/1000.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.001399] [CE 4.111 (4.269)] [KD 3.516 (3.715)] 2024-10-13 19:05:54,763 - Train: 52.50% [656750/1251000] [525.0/1000.0] [batch_t 0.272 (0.236)] [data_t 0.006] [optim_t 0.266] [lr 0.001399] [CE 4.108 (4.315)] [KD 3.616 (3.723)] 2024-10-13 19:06:10,704 - Test (net): 100.00% [50/50] [batch_t 0.318 (0.194)] [top1_cnt 36972] [top5_cnt 46031] [top_all 50000] 2024-10-13 19:06:10,705 - net: 73.944 (92.062) 2024-10-13 19:06:19,826 - Test (net_E): 100.00% [50/50] [batch_t 0.170 (0.163)] [top1_cnt 39100] [top5_cnt 47059] [top_all 50000] 2024-10-13 19:06:19,827 - net_E: 78.200 (94.118) 2024-10-13 19:06:20,034 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.240 (epoch: 524)] 2024-10-13 19:06:20,034 - ==> Total time: 1 day, 22:28:12 Eta: 1 day, 18:02:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:06:39,920 - Train: 52.50% [656800/1251000] [525.0/1000.0] [batch_t 0.245 (0.299)] [data_t 0.010] [optim_t 0.235] [lr 0.001398] [CE 4.473 (4.192)] [KD 3.615 (3.652)] 2024-10-13 19:06:52,564 - Train: 52.51% [656850/1251000] [525.1/1000.0] [batch_t 0.246 (0.253)] [data_t 0.007] [optim_t 0.239] [lr 0.001398] [CE 4.175 (4.243)] [KD 3.542 (3.695)] 2024-10-13 19:07:04,629 - Train: 52.51% [656900/1251000] [525.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.012] [optim_t 0.224] [lr 0.001398] [CE 4.298 (4.309)] [KD 3.779 (3.711)] 2024-10-13 19:07:16,779 - Train: 52.51% [656950/1251000] [525.1/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.001398] [CE 4.505 (4.234)] [KD 3.809 (3.661)] 2024-10-13 19:07:29,109 - Train: 52.52% [657000/1251000] [525.2/1000.0] [batch_t 0.219 (0.246)] [data_t 0.011] [optim_t 0.209] [lr 0.001398] [CE 4.502 (4.323)] [KD 4.015 (3.754)] 2024-10-13 19:07:41,002 - Train: 52.52% [657050/1251000] [525.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.010] [optim_t 0.218] [lr 0.001397] [CE 4.824 (4.303)] [KD 4.111 (3.746)] 2024-10-13 19:07:53,018 - Train: 52.53% [657100/1251000] [525.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.225] [lr 0.001397] [CE 4.440 (4.295)] [KD 3.662 (3.739)] 2024-10-13 19:08:05,535 - Train: 52.53% [657150/1251000] [525.3/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.001397] [CE 4.416 (4.321)] [KD 3.867 (3.716)] 2024-10-13 19:08:17,683 - Train: 52.53% [657200/1251000] [525.3/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.001397] [CE 4.345 (4.342)] [KD 3.520 (3.709)] 2024-10-13 19:08:30,041 - Train: 52.54% [657250/1251000] [525.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.008] [optim_t 0.228] [lr 0.001397] [CE 4.243 (4.330)] [KD 3.529 (3.724)] 2024-10-13 19:08:42,642 - Train: 52.54% [657300/1251000] [525.4/1000.0] [batch_t 0.249 (0.252)] [data_t 0.008] [optim_t 0.241] [lr 0.001397] [CE 4.076 (4.315)] [KD 3.407 (3.653)] 2024-10-13 19:08:54,318 - Train: 52.55% [657350/1251000] [525.5/1000.0] [batch_t 0.232 (0.233)] [data_t 0.007] [optim_t 0.225] [lr 0.001396] [CE 4.563 (4.332)] [KD 3.622 (3.730)] 2024-10-13 19:09:06,348 - Train: 52.55% [657400/1251000] [525.5/1000.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.218] [lr 0.001396] [CE 4.701 (4.303)] [KD 3.730 (3.695)] 2024-10-13 19:09:19,216 - Train: 52.55% [657450/1251000] [525.5/1000.0] [batch_t 0.235 (0.257)] [data_t 0.007] [optim_t 0.227] [lr 0.001396] [CE 4.019 (4.280)] [KD 3.646 (3.717)] 2024-10-13 19:09:30,923 - Train: 52.56% [657500/1251000] [525.6/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.001396] [CE 4.837 (4.379)] [KD 4.026 (3.792)] 2024-10-13 19:09:42,793 - Train: 52.56% [657550/1251000] [525.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.228] [lr 0.001396] [CE 3.927 (4.364)] [KD 3.350 (3.791)] 2024-10-13 19:09:55,157 - Train: 52.57% [657600/1251000] [525.7/1000.0] [batch_t 0.216 (0.247)] [data_t 0.009] [optim_t 0.207] [lr 0.001395] [CE 3.812 (4.308)] [KD 3.373 (3.764)] 2024-10-13 19:10:06,973 - Train: 52.57% [657650/1251000] [525.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.001395] [CE 4.341 (4.299)] [KD 3.879 (3.690)] 2024-10-13 19:10:18,516 - Train: 52.57% [657700/1251000] [525.7/1000.0] [batch_t 0.221 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.001395] [CE 4.506 (4.356)] [KD 3.689 (3.686)] 2024-10-13 19:10:30,625 - Train: 52.58% [657750/1251000] [525.8/1000.0] [batch_t 0.218 (0.242)] [data_t 0.007] [optim_t 0.210] [lr 0.001395] [CE 4.744 (4.374)] [KD 3.942 (3.758)] 2024-10-13 19:10:42,711 - Train: 52.58% [657800/1251000] [525.8/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.001395] [CE 4.807 (4.297)] [KD 3.995 (3.718)] 2024-10-13 19:10:54,696 - Train: 52.59% [657850/1251000] [525.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.001394] [CE 4.536 (4.391)] [KD 3.867 (3.775)] 2024-10-13 19:11:07,019 - Train: 52.59% [657900/1251000] [525.9/1000.0] [batch_t 0.215 (0.246)] [data_t 0.007] [optim_t 0.209] [lr 0.001394] [CE 4.475 (4.244)] [KD 4.006 (3.669)] 2024-10-13 19:11:18,626 - Train: 52.59% [657950/1251000] [525.9/1000.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.001394] [CE 4.348 (4.320)] [KD 3.637 (3.730)] 2024-10-13 19:11:30,825 - Train: 52.60% [658000/1251000] [526.0/1000.0] [batch_t 0.255 (0.244)] [data_t 0.008] [optim_t 0.246] [lr 0.001394] [CE 4.133 (4.297)] [KD 3.720 (3.700)] 2024-10-13 19:11:46,218 - Test (net): 100.00% [50/50] [batch_t 0.246 (0.170)] [top1_cnt 37123] [top5_cnt 46038] [top_all 50000] 2024-10-13 19:11:46,219 - net: 74.246 (92.076) 2024-10-13 19:11:55,243 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 39091] [top5_cnt 47039] [top_all 50000] 2024-10-13 19:11:55,244 - net_E: 78.182 (94.078) 2024-10-13 19:11:55,452 - Max [top1: 74.406 (epoch: 514)] [top1-ema: 78.240 (epoch: 524)] 2024-10-13 19:11:55,452 - ==> Total time: 1 day, 22:33:48 Eta: 1 day, 17:57:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:12:04,813 - Train: 52.60% [658050/1251000] [526.0/1000.0] [batch_t 0.287 (0.274)] [data_t 0.011] [optim_t 0.275] [lr 0.001394] [CE 4.618 (4.166)] [KD 3.823 (3.618)] 2024-10-13 19:12:17,699 - Train: 52.61% [658100/1251000] [526.1/1000.0] [batch_t 0.246 (0.257)] [data_t 0.010] [optim_t 0.236] [lr 0.001394] [CE 4.164 (4.255)] [KD 3.615 (3.627)] 2024-10-13 19:12:29,759 - Train: 52.61% [658150/1251000] [526.1/1000.0] [batch_t 0.239 (0.241)] [data_t 0.011] [optim_t 0.228] [lr 0.001393] [CE 4.302 (4.405)] [KD 3.671 (3.748)] 2024-10-13 19:12:42,293 - Train: 52.61% [658200/1251000] [526.1/1000.0] [batch_t 0.246 (0.251)] [data_t 0.007] [optim_t 0.239] [lr 0.001393] [CE 4.305 (4.313)] [KD 3.762 (3.654)] 2024-10-13 19:12:54,235 - Train: 52.62% [658250/1251000] [526.2/1000.0] [batch_t 0.244 (0.239)] [data_t 0.007] [optim_t 0.238] [lr 0.001393] [CE 4.113 (4.313)] [KD 3.689 (3.687)] 2024-10-13 19:13:06,787 - Train: 52.62% [658300/1251000] [526.2/1000.0] [batch_t 0.226 (0.251)] [data_t 0.007] [optim_t 0.219] [lr 0.001393] [CE 4.533 (4.340)] [KD 3.720 (3.738)] 2024-10-13 19:13:18,936 - Train: 52.63% [658350/1251000] [526.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.230] [lr 0.001393] [CE 4.409 (4.294)] [KD 3.749 (3.655)] 2024-10-13 19:13:31,308 - Train: 52.63% [658400/1251000] [526.3/1000.0] [batch_t 0.231 (0.247)] [data_t 0.010] [optim_t 0.221] [lr 0.001392] [CE 3.962 (4.338)] [KD 3.610 (3.704)] 2024-10-13 19:13:43,379 - Train: 52.63% [658450/1251000] [526.3/1000.0] [batch_t 0.237 (0.241)] [data_t 0.008] [optim_t 0.229] [lr 0.001392] [CE 4.534 (4.331)] [KD 4.010 (3.697)] 2024-10-13 19:13:55,911 - Train: 52.64% [658500/1251000] [526.4/1000.0] [batch_t 0.231 (0.250)] [data_t 0.007] [optim_t 0.224] [lr 0.001392] [CE 4.757 (4.340)] [KD 3.784 (3.699)] 2024-10-13 19:14:08,172 - Train: 52.64% [658550/1251000] [526.4/1000.0] [batch_t 0.468 (0.245)] [data_t 0.007] [optim_t 0.461] [lr 0.001392] [CE 4.181 (4.239)] [KD 3.535 (3.672)] 2024-10-13 19:14:20,417 - Train: 52.65% [658600/1251000] [526.5/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.219] [lr 0.001392] [CE 4.447 (4.324)] [KD 3.728 (3.707)] 2024-10-13 19:14:33,281 - Train: 52.65% [658650/1251000] [526.5/1000.0] [batch_t 0.247 (0.257)] [data_t 0.009] [optim_t 0.238] [lr 0.001392] [CE 4.331 (4.215)] [KD 3.600 (3.678)] 2024-10-13 19:14:45,521 - Train: 52.65% [658700/1251000] [526.5/1000.0] [batch_t 0.247 (0.245)] [data_t 0.010] [optim_t 0.238] [lr 0.001391] [CE 4.171 (4.332)] [KD 3.502 (3.723)] 2024-10-13 19:14:57,439 - Train: 52.66% [658750/1251000] [526.6/1000.0] [batch_t 0.227 (0.238)] [data_t 0.006] [optim_t 0.221] [lr 0.001391] [CE 4.301 (4.339)] [KD 3.662 (3.735)] 2024-10-13 19:15:10,081 - Train: 52.66% [658800/1251000] [526.6/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.230] [lr 0.001391] [CE 4.371 (4.286)] [KD 3.724 (3.680)] 2024-10-13 19:15:22,333 - Train: 52.67% [658850/1251000] [526.7/1000.0] [batch_t 0.231 (0.245)] [data_t 0.010] [optim_t 0.222] [lr 0.001391] [CE 4.851 (4.327)] [KD 3.918 (3.719)] 2024-10-13 19:15:34,582 - Train: 52.67% [658900/1251000] [526.7/1000.0] [batch_t 0.254 (0.245)] [data_t 0.009] [optim_t 0.245] [lr 0.001391] [CE 4.930 (4.364)] [KD 4.163 (3.802)] 2024-10-13 19:15:47,337 - Train: 52.67% [658950/1251000] [526.7/1000.0] [batch_t 0.228 (0.255)] [data_t 0.010] [optim_t 0.217] [lr 0.001390] [CE 4.644 (4.354)] [KD 3.651 (3.760)] 2024-10-13 19:15:59,535 - Train: 52.68% [659000/1251000] [526.8/1000.0] [batch_t 0.472 (0.244)] [data_t 0.008] [optim_t 0.464] [lr 0.001390] [CE 3.608 (4.320)] [KD 3.534 (3.744)] 2024-10-13 19:16:11,539 - Train: 52.68% [659050/1251000] [526.8/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.001390] [CE 3.744 (4.241)] [KD 3.109 (3.657)] 2024-10-13 19:16:24,290 - Train: 52.69% [659100/1251000] [526.9/1000.0] [batch_t 0.231 (0.255)] [data_t 0.008] [optim_t 0.223] [lr 0.001390] [CE 4.073 (4.371)] [KD 3.586 (3.758)] 2024-10-13 19:16:36,716 - Train: 52.69% [659150/1251000] [526.9/1000.0] [batch_t 0.261 (0.248)] [data_t 0.007] [optim_t 0.254] [lr 0.001390] [CE 4.147 (4.345)] [KD 3.595 (3.731)] 2024-10-13 19:16:49,064 - Train: 52.69% [659200/1251000] [526.9/1000.0] [batch_t 0.228 (0.247)] [data_t 0.009] [optim_t 0.219] [lr 0.001389] [CE 4.443 (4.334)] [KD 3.888 (3.763)] 2024-10-13 19:17:01,968 - Train: 52.70% [659250/1251000] [527.0/1000.0] [batch_t 0.250 (0.258)] [data_t 0.008] [optim_t 0.242] [lr 0.001389] [CE 4.080 (4.315)] [KD 3.365 (3.700)] 2024-10-13 19:17:16,778 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.159)] [top1_cnt 37256] [top5_cnt 46096] [top_all 50000] 2024-10-13 19:17:16,779 - net: 74.512 (92.192) 2024-10-13 19:17:25,702 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.162)] [top1_cnt 39135] [top5_cnt 47040] [top_all 50000] 2024-10-13 19:17:25,703 - net_E: 78.270 (94.080) 2024-10-13 19:17:25,904 - Max [top1: 74.512 (epoch: 527)] [top1-ema: 78.270 (epoch: 527)] 2024-10-13 19:17:25,905 - ==> Total time: 1 day, 22:39:18 Eta: 1 day, 17:52:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:17:50,425 - Train: 52.70% [659300/1251000] [527.0/1000.0] [batch_t 0.230 (0.273)] [data_t 0.010] [optim_t 0.220] [lr 0.001389] [CE 4.320 (4.292)] [KD 3.566 (3.648)] 2024-10-13 19:18:02,626 - Train: 52.71% [659350/1251000] [527.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.006] [optim_t 0.231] [lr 0.001389] [CE 4.240 (4.246)] [KD 3.588 (3.622)] 2024-10-13 19:18:14,878 - Train: 52.71% [659400/1251000] [527.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001389] [CE 4.646 (4.329)] [KD 4.084 (3.741)] 2024-10-13 19:18:27,362 - Train: 52.71% [659450/1251000] [527.1/1000.0] [batch_t 0.243 (0.249)] [data_t 0.010] [optim_t 0.233] [lr 0.001389] [CE 4.332 (4.314)] [KD 3.623 (3.696)] 2024-10-13 19:18:39,363 - Train: 52.72% [659500/1251000] [527.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.001388] [CE 3.983 (4.248)] [KD 3.450 (3.620)] 2024-10-13 19:18:51,592 - Train: 52.72% [659550/1251000] [527.2/1000.0] [batch_t 0.243 (0.244)] [data_t 0.008] [optim_t 0.235] [lr 0.001388] [CE 4.302 (4.286)] [KD 3.712 (3.670)] 2024-10-13 19:19:04,259 - Train: 52.73% [659600/1251000] [527.3/1000.0] [batch_t 0.234 (0.253)] [data_t 0.006] [optim_t 0.228] [lr 0.001388] [CE 4.900 (4.420)] [KD 3.997 (3.797)] 2024-10-13 19:19:16,773 - Train: 52.73% [659650/1251000] [527.3/1000.0] [batch_t 0.247 (0.250)] [data_t 0.010] [optim_t 0.237] [lr 0.001388] [CE 4.095 (4.272)] [KD 3.417 (3.700)] 2024-10-13 19:19:29,185 - Train: 52.73% [659700/1251000] [527.3/1000.0] [batch_t 0.229 (0.248)] [data_t 0.009] [optim_t 0.220] [lr 0.001388] [CE 4.150 (4.255)] [KD 3.534 (3.660)] 2024-10-13 19:19:41,048 - Train: 52.74% [659750/1251000] [527.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.008] [optim_t 0.221] [lr 0.001387] [CE 4.602 (4.283)] [KD 3.498 (3.691)] 2024-10-13 19:19:52,997 - Train: 52.74% [659800/1251000] [527.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.001387] [CE 4.806 (4.371)] [KD 3.856 (3.694)] 2024-10-13 19:20:05,461 - Train: 52.75% [659850/1251000] [527.5/1000.0] [batch_t 0.216 (0.249)] [data_t 0.007] [optim_t 0.210] [lr 0.001387] [CE 4.399 (4.347)] [KD 3.848 (3.679)] 2024-10-13 19:20:17,898 - Train: 52.75% [659900/1251000] [527.5/1000.0] [batch_t 0.242 (0.249)] [data_t 0.007] [optim_t 0.235] [lr 0.001387] [CE 4.267 (4.270)] [KD 3.601 (3.697)] 2024-10-13 19:20:30,177 - Train: 52.75% [659950/1251000] [527.5/1000.0] [batch_t 0.230 (0.245)] [data_t 0.010] [optim_t 0.220] [lr 0.001387] [CE 4.429 (4.280)] [KD 3.788 (3.719)] 2024-10-13 19:20:42,245 - Train: 52.76% [660000/1251000] [527.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.008] [optim_t 0.229] [lr 0.001387] [CE 4.119 (4.342)] [KD 3.657 (3.702)] 2024-10-13 19:20:54,788 - Train: 52.76% [660050/1251000] [527.6/1000.0] [batch_t 0.230 (0.251)] [data_t 0.009] [optim_t 0.221] [lr 0.001386] [CE 4.185 (4.306)] [KD 3.450 (3.716)] 2024-10-13 19:21:06,887 - Train: 52.77% [660100/1251000] [527.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.001386] [CE 4.939 (4.325)] [KD 3.874 (3.701)] 2024-10-13 19:21:19,173 - Train: 52.77% [660150/1251000] [527.7/1000.0] [batch_t 0.243 (0.246)] [data_t 0.008] [optim_t 0.235] [lr 0.001386] [CE 3.952 (4.341)] [KD 3.624 (3.701)] 2024-10-13 19:21:30,998 - Train: 52.77% [660200/1251000] [527.7/1000.0] [batch_t 0.219 (0.236)] [data_t 0.010] [optim_t 0.209] [lr 0.001386] [CE 4.486 (4.345)] [KD 3.701 (3.705)] 2024-10-13 19:21:43,720 - Train: 52.78% [660250/1251000] [527.8/1000.0] [batch_t 0.226 (0.254)] [data_t 0.011] [optim_t 0.215] [lr 0.001386] [CE 3.902 (4.279)] [KD 3.397 (3.628)] 2024-10-13 19:21:55,665 - Train: 52.78% [660300/1251000] [527.8/1000.0] [batch_t 0.232 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.001385] [CE 4.411 (4.329)] [KD 3.754 (3.680)] 2024-10-13 19:22:07,793 - Train: 52.79% [660350/1251000] [527.9/1000.0] [batch_t 0.232 (0.242)] [data_t 0.010] [optim_t 0.222] [lr 0.001385] [CE 4.091 (4.289)] [KD 3.622 (3.706)] 2024-10-13 19:22:20,328 - Train: 52.79% [660400/1251000] [527.9/1000.0] [batch_t 0.249 (0.251)] [data_t 0.006] [optim_t 0.243] [lr 0.001385] [CE 3.876 (4.336)] [KD 3.570 (3.694)] 2024-10-13 19:22:32,850 - Train: 52.79% [660450/1251000] [527.9/1000.0] [batch_t 0.227 (0.250)] [data_t 0.009] [optim_t 0.219] [lr 0.001385] [CE 4.581 (4.368)] [KD 4.011 (3.724)] 2024-10-13 19:22:44,689 - Train: 52.80% [660500/1251000] [528.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.001385] [CE 3.949 (4.298)] [KD 3.583 (3.692)] 2024-10-13 19:23:00,364 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 37166] [top5_cnt 46079] [top_all 50000] 2024-10-13 19:23:00,364 - net: 74.332 (92.158) 2024-10-13 19:23:09,550 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 39146] [top5_cnt 47051] [top_all 50000] 2024-10-13 19:23:09,551 - net_E: 78.292 (94.102) 2024-10-13 19:23:09,763 - Max [top1: 74.512 (epoch: 527)] [top1-ema: 78.292 (epoch: 528)] 2024-10-13 19:23:09,764 - ==> Total time: 1 day, 22:45:02 Eta: 1 day, 17:47:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:23:28,397 - Train: 52.80% [660550/1251000] [528.0/1000.0] [batch_t 0.239 (0.269)] [data_t 0.009] [optim_t 0.230] [lr 0.001384] [CE 4.576 (4.302)] [KD 4.018 (3.723)] 2024-10-13 19:23:40,293 - Train: 52.81% [660600/1251000] [528.1/1000.0] [batch_t 0.225 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.001384] [CE 4.644 (4.300)] [KD 3.950 (3.670)] 2024-10-13 19:23:52,450 - Train: 52.81% [660650/1251000] [528.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.232] [lr 0.001384] [CE 4.046 (4.328)] [KD 3.678 (3.637)] 2024-10-13 19:24:04,693 - Train: 52.81% [660700/1251000] [528.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001384] [CE 4.078 (4.267)] [KD 3.381 (3.644)] 2024-10-13 19:24:16,894 - Train: 52.82% [660750/1251000] [528.2/1000.0] [batch_t 0.465 (0.244)] [data_t 0.010] [optim_t 0.455] [lr 0.001384] [CE 4.466 (4.333)] [KD 3.736 (3.716)] 2024-10-13 19:24:29,140 - Train: 52.82% [660800/1251000] [528.2/1000.0] [batch_t 0.230 (0.245)] [data_t 0.010] [optim_t 0.221] [lr 0.001384] [CE 4.215 (4.310)] [KD 3.768 (3.726)] 2024-10-13 19:24:40,923 - Train: 52.83% [660850/1251000] [528.3/1000.0] [batch_t 0.227 (0.235)] [data_t 0.011] [optim_t 0.216] [lr 0.001383] [CE 4.804 (4.286)] [KD 3.878 (3.695)] 2024-10-13 19:24:52,760 - Train: 52.83% [660900/1251000] [528.3/1000.0] [batch_t 0.234 (0.237)] [data_t 0.010] [optim_t 0.224] [lr 0.001383] [CE 4.696 (4.332)] [KD 3.796 (3.703)] 2024-10-13 19:25:05,113 - Train: 52.83% [660950/1251000] [528.3/1000.0] [batch_t 0.235 (0.247)] [data_t 0.006] [optim_t 0.228] [lr 0.001383] [CE 4.350 (4.299)] [KD 3.779 (3.686)] 2024-10-13 19:25:17,364 - Train: 52.84% [661000/1251000] [528.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.001383] [CE 4.325 (4.352)] [KD 3.780 (3.705)] 2024-10-13 19:25:29,649 - Train: 52.84% [661050/1251000] [528.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001383] [CE 4.515 (4.237)] [KD 3.796 (3.624)] 2024-10-13 19:25:42,000 - Train: 52.85% [661100/1251000] [528.5/1000.0] [batch_t 0.223 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.001382] [CE 4.262 (4.301)] [KD 3.839 (3.676)] 2024-10-13 19:25:53,681 - Train: 52.85% [661150/1251000] [528.5/1000.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.001382] [CE 4.364 (4.239)] [KD 3.660 (3.680)] 2024-10-13 19:26:05,837 - Train: 52.85% [661200/1251000] [528.5/1000.0] [batch_t 0.240 (0.243)] [data_t 0.007] [optim_t 0.233] [lr 0.001382] [CE 4.377 (4.361)] [KD 3.664 (3.744)] 2024-10-13 19:26:18,255 - Train: 52.86% [661250/1251000] [528.6/1000.0] [batch_t 0.241 (0.248)] [data_t 0.007] [optim_t 0.234] [lr 0.001382] [CE 4.523 (4.313)] [KD 3.917 (3.675)] 2024-10-13 19:26:30,215 - Train: 52.86% [661300/1251000] [528.6/1000.0] [batch_t 0.248 (0.239)] [data_t 0.011] [optim_t 0.237] [lr 0.001382] [CE 4.710 (4.354)] [KD 3.839 (3.742)] 2024-10-13 19:26:42,528 - Train: 52.87% [661350/1251000] [528.7/1000.0] [batch_t 0.248 (0.246)] [data_t 0.007] [optim_t 0.241] [lr 0.001381] [CE 4.438 (4.321)] [KD 3.947 (3.675)] 2024-10-13 19:26:55,322 - Train: 52.87% [661400/1251000] [528.7/1000.0] [batch_t 0.225 (0.256)] [data_t 0.007] [optim_t 0.218] [lr 0.001381] [CE 4.291 (4.353)] [KD 3.952 (3.748)] 2024-10-13 19:27:07,504 - Train: 52.87% [661450/1251000] [528.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.001381] [CE 4.312 (4.308)] [KD 3.728 (3.698)] 2024-10-13 19:27:20,154 - Train: 52.88% [661500/1251000] [528.8/1000.0] [batch_t 0.614 (0.253)] [data_t 0.008] [optim_t 0.606] [lr 0.001381] [CE 4.088 (4.287)] [KD 3.495 (3.659)] 2024-10-13 19:27:32,825 - Train: 52.88% [661550/1251000] [528.8/1000.0] [batch_t 0.376 (0.253)] [data_t 0.008] [optim_t 0.368] [lr 0.001381] [CE 4.594 (4.387)] [KD 3.837 (3.705)] 2024-10-13 19:27:44,870 - Train: 52.89% [661600/1251000] [528.9/1000.0] [batch_t 0.230 (0.241)] [data_t 0.010] [optim_t 0.221] [lr 0.001381] [CE 4.080 (4.281)] [KD 3.741 (3.682)] 2024-10-13 19:27:57,297 - Train: 52.89% [661650/1251000] [528.9/1000.0] [batch_t 0.265 (0.248)] [data_t 0.009] [optim_t 0.256] [lr 0.001380] [CE 4.610 (4.305)] [KD 4.007 (3.755)] 2024-10-13 19:28:10,350 - Train: 52.89% [661700/1251000] [528.9/1000.0] [batch_t 0.243 (0.261)] [data_t 0.007] [optim_t 0.236] [lr 0.001380] [CE 4.560 (4.344)] [KD 3.607 (3.763)] 2024-10-13 19:28:22,286 - Train: 52.90% [661750/1251000] [529.0/1000.0] [batch_t 0.224 (0.238)] [data_t 0.007] [optim_t 0.216] [lr 0.001380] [CE 4.036 (4.323)] [KD 3.450 (3.712)] 2024-10-13 19:28:38,160 - Test (net): 100.00% [50/50] [batch_t 0.696 (0.169)] [top1_cnt 37317] [top5_cnt 46123] [top_all 50000] 2024-10-13 19:28:38,161 - net: 74.634 (92.246) 2024-10-13 19:28:47,463 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.169)] [top1_cnt 39163] [top5_cnt 47040] [top_all 50000] 2024-10-13 19:28:47,464 - net_E: 78.326 (94.080) 2024-10-13 19:28:47,657 - Max [top1: 74.634 (epoch: 529)] [top1-ema: 78.326 (epoch: 529)] 2024-10-13 19:28:47,658 - ==> Total time: 1 day, 22:50:40 Eta: 1 day, 17:42:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:29:12,526 - Train: 52.90% [661800/1251000] [529.0/1000.0] [batch_t 0.238 (0.260)] [data_t 0.007] [optim_t 0.231] [lr 0.001380] [CE 4.453 (4.369)] [KD 3.949 (3.692)] 2024-10-13 19:29:24,757 - Train: 52.91% [661850/1251000] [529.1/1000.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.001380] [CE 4.146 (4.304)] [KD 3.421 (3.685)] 2024-10-13 19:29:37,459 - Train: 52.91% [661900/1251000] [529.1/1000.0] [batch_t 0.236 (0.254)] [data_t 0.008] [optim_t 0.228] [lr 0.001379] [CE 4.013 (4.266)] [KD 3.454 (3.633)] 2024-10-13 19:29:49,562 - Train: 52.91% [661950/1251000] [529.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.001379] [CE 4.464 (4.275)] [KD 3.997 (3.659)] 2024-10-13 19:30:01,898 - Train: 52.92% [662000/1251000] [529.2/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001379] [CE 4.327 (4.295)] [KD 3.569 (3.649)] 2024-10-13 19:30:13,761 - Train: 52.92% [662050/1251000] [529.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.008] [optim_t 0.225] [lr 0.001379] [CE 3.973 (4.288)] [KD 3.649 (3.685)] 2024-10-13 19:30:26,018 - Train: 52.93% [662100/1251000] [529.3/1000.0] [batch_t 0.220 (0.245)] [data_t 0.012] [optim_t 0.209] [lr 0.001379] [CE 4.181 (4.351)] [KD 3.477 (3.686)] 2024-10-13 19:30:37,957 - Train: 52.93% [662150/1251000] [529.3/1000.0] [batch_t 0.220 (0.239)] [data_t 0.010] [optim_t 0.210] [lr 0.001379] [CE 4.116 (4.333)] [KD 3.838 (3.678)] 2024-10-13 19:30:49,959 - Train: 52.93% [662200/1251000] [529.3/1000.0] [batch_t 0.226 (0.240)] [data_t 0.006] [optim_t 0.219] [lr 0.001378] [CE 3.645 (4.313)] [KD 3.184 (3.678)] 2024-10-13 19:31:02,151 - Train: 52.94% [662250/1251000] [529.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.008] [optim_t 0.227] [lr 0.001378] [CE 3.784 (4.273)] [KD 3.350 (3.643)] 2024-10-13 19:31:14,443 - Train: 52.94% [662300/1251000] [529.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.010] [optim_t 0.231] [lr 0.001378] [CE 4.248 (4.282)] [KD 3.623 (3.677)] 2024-10-13 19:31:26,063 - Train: 52.95% [662350/1251000] [529.5/1000.0] [batch_t 0.228 (0.232)] [data_t 0.009] [optim_t 0.219] [lr 0.001378] [CE 4.179 (4.376)] [KD 3.548 (3.658)] 2024-10-13 19:31:38,069 - Train: 52.95% [662400/1251000] [529.5/1000.0] [batch_t 0.224 (0.240)] [data_t 0.007] [optim_t 0.217] [lr 0.001378] [CE 4.648 (4.357)] [KD 3.808 (3.700)] 2024-10-13 19:31:49,673 - Train: 52.95% [662450/1251000] [529.5/1000.0] [batch_t 0.234 (0.232)] [data_t 0.008] [optim_t 0.226] [lr 0.001377] [CE 4.559 (4.300)] [KD 3.823 (3.643)] 2024-10-13 19:32:01,892 - Train: 52.96% [662500/1251000] [529.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001377] [CE 4.131 (4.320)] [KD 3.413 (3.643)] 2024-10-13 19:32:14,492 - Train: 52.96% [662550/1251000] [529.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.007] [optim_t 0.233] [lr 0.001377] [CE 4.632 (4.260)] [KD 4.026 (3.644)] 2024-10-13 19:32:26,932 - Train: 52.97% [662600/1251000] [529.7/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.001377] [CE 4.408 (4.285)] [KD 3.800 (3.669)] 2024-10-13 19:32:39,058 - Train: 52.97% [662650/1251000] [529.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.001377] [CE 4.217 (4.362)] [KD 3.464 (3.682)] 2024-10-13 19:32:51,738 - Train: 52.97% [662700/1251000] [529.7/1000.0] [batch_t 0.255 (0.253)] [data_t 0.008] [optim_t 0.247] [lr 0.001376] [CE 3.587 (4.276)] [KD 3.493 (3.694)] 2024-10-13 19:33:03,949 - Train: 52.98% [662750/1251000] [529.8/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.001376] [CE 4.180 (4.327)] [KD 3.730 (3.741)] 2024-10-13 19:33:16,236 - Train: 52.98% [662800/1251000] [529.8/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.001376] [CE 3.997 (4.257)] [KD 3.625 (3.695)] 2024-10-13 19:33:28,068 - Train: 52.99% [662850/1251000] [529.9/1000.0] [batch_t 0.237 (0.236)] [data_t 0.010] [optim_t 0.227] [lr 0.001376] [CE 4.377 (4.287)] [KD 3.741 (3.705)] 2024-10-13 19:33:41,229 - Train: 52.99% [662900/1251000] [529.9/1000.0] [batch_t 0.228 (0.263)] [data_t 0.010] [optim_t 0.218] [lr 0.001376] [CE 4.392 (4.329)] [KD 3.681 (3.683)] 2024-10-13 19:33:53,223 - Train: 52.99% [662950/1251000] [529.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.010] [optim_t 0.222] [lr 0.001376] [CE 4.093 (4.205)] [KD 3.596 (3.699)] 2024-10-13 19:34:05,462 - Train: 53.00% [663000/1251000] [530.0/1000.0] [batch_t 0.249 (0.245)] [data_t 0.010] [optim_t 0.239] [lr 0.001375] [CE 4.367 (4.321)] [KD 3.912 (3.775)] 2024-10-13 19:34:21,183 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.159)] [top1_cnt 37221] [top5_cnt 46192] [top_all 50000] 2024-10-13 19:34:21,183 - net: 74.442 (92.384) 2024-10-13 19:34:31,187 - Test (net_E): 100.00% [50/50] [batch_t 0.376 (0.184)] [top1_cnt 39145] [top5_cnt 47028] [top_all 50000] 2024-10-13 19:34:31,187 - net_E: 78.290 (94.056) 2024-10-13 19:34:31,429 - Max [top1: 74.634 (epoch: 529)] [top1-ema: 78.326 (epoch: 529)] 2024-10-13 19:34:31,429 - ==> Total time: 1 day, 22:56:24 Eta: 1 day, 17:37:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:34:39,990 - Train: 53.00% [663050/1251000] [530.0/1000.0] [batch_t 0.237 (0.274)] [data_t 0.009] [optim_t 0.228] [lr 0.001375] [CE 4.146 (4.320)] [KD 3.611 (3.691)] 2024-10-13 19:34:51,863 - Train: 53.01% [663100/1251000] [530.1/1000.0] [batch_t 0.254 (0.237)] [data_t 0.007] [optim_t 0.246] [lr 0.001375] [CE 4.450 (4.311)] [KD 3.867 (3.699)] 2024-10-13 19:35:05,124 - Train: 53.01% [663150/1251000] [530.1/1000.0] [batch_t 0.240 (0.265)] [data_t 0.010] [optim_t 0.229] [lr 0.001375] [CE 4.362 (4.298)] [KD 3.598 (3.656)] 2024-10-13 19:35:16,993 - Train: 53.01% [663200/1251000] [530.1/1000.0] [batch_t 0.240 (0.237)] [data_t 0.007] [optim_t 0.233] [lr 0.001375] [CE 4.122 (4.308)] [KD 3.412 (3.654)] 2024-10-13 19:35:29,106 - Train: 53.02% [663250/1251000] [530.2/1000.0] [batch_t 0.256 (0.242)] [data_t 0.009] [optim_t 0.248] [lr 0.001374] [CE 3.978 (4.285)] [KD 3.528 (3.699)] 2024-10-13 19:35:41,243 - Train: 53.02% [663300/1251000] [530.2/1000.0] [batch_t 0.243 (0.243)] [data_t 0.010] [optim_t 0.233] [lr 0.001374] [CE 3.821 (4.217)] [KD 3.382 (3.633)] 2024-10-13 19:35:53,846 - Train: 53.03% [663350/1251000] [530.3/1000.0] [batch_t 0.230 (0.252)] [data_t 0.007] [optim_t 0.222] [lr 0.001374] [CE 4.722 (4.376)] [KD 3.807 (3.751)] 2024-10-13 19:36:05,613 - Train: 53.03% [663400/1251000] [530.3/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.001374] [CE 4.536 (4.277)] [KD 3.777 (3.706)] 2024-10-13 19:36:17,548 - Train: 53.03% [663450/1251000] [530.3/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.220] [lr 0.001374] [CE 3.908 (4.245)] [KD 3.543 (3.645)] 2024-10-13 19:36:29,641 - Train: 53.04% [663500/1251000] [530.4/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.001374] [CE 4.590 (4.266)] [KD 3.986 (3.648)] 2024-10-13 19:36:42,236 - Train: 53.04% [663550/1251000] [530.4/1000.0] [batch_t 0.221 (0.252)] [data_t 0.007] [optim_t 0.214] [lr 0.001373] [CE 4.634 (4.364)] [KD 4.020 (3.753)] 2024-10-13 19:36:54,040 - Train: 53.05% [663600/1251000] [530.5/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.001373] [CE 3.898 (4.324)] [KD 3.792 (3.693)] 2024-10-13 19:37:05,746 - Train: 53.05% [663650/1251000] [530.5/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.001373] [CE 4.220 (4.276)] [KD 3.542 (3.712)] 2024-10-13 19:37:17,365 - Train: 53.05% [663700/1251000] [530.5/1000.0] [batch_t 0.238 (0.232)] [data_t 0.010] [optim_t 0.227] [lr 0.001373] [CE 3.494 (4.307)] [KD 3.509 (3.758)] 2024-10-13 19:37:30,355 - Train: 53.06% [663750/1251000] [530.6/1000.0] [batch_t 0.234 (0.260)] [data_t 0.010] [optim_t 0.224] [lr 0.001373] [CE 4.396 (4.334)] [KD 3.716 (3.748)] 2024-10-13 19:37:42,477 - Train: 53.06% [663800/1251000] [530.6/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.001372] [CE 4.037 (4.362)] [KD 3.393 (3.757)] 2024-10-13 19:37:54,502 - Train: 53.07% [663850/1251000] [530.7/1000.0] [batch_t 0.240 (0.240)] [data_t 0.008] [optim_t 0.232] [lr 0.001372] [CE 4.493 (4.253)] [KD 3.698 (3.639)] 2024-10-13 19:38:06,630 - Train: 53.07% [663900/1251000] [530.7/1000.0] [batch_t 0.247 (0.242)] [data_t 0.010] [optim_t 0.237] [lr 0.001372] [CE 4.382 (4.292)] [KD 3.466 (3.671)] 2024-10-13 19:38:19,352 - Train: 53.07% [663950/1251000] [530.7/1000.0] [batch_t 0.251 (0.254)] [data_t 0.009] [optim_t 0.242] [lr 0.001372] [CE 4.293 (4.393)] [KD 3.941 (3.739)] 2024-10-13 19:38:31,038 - Train: 53.08% [664000/1251000] [530.8/1000.0] [batch_t 0.236 (0.234)] [data_t 0.010] [optim_t 0.226] [lr 0.001372] [CE 4.086 (4.275)] [KD 3.408 (3.741)] 2024-10-13 19:38:42,974 - Train: 53.08% [664050/1251000] [530.8/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.218] [lr 0.001371] [CE 3.902 (4.332)] [KD 3.368 (3.678)] 2024-10-13 19:38:55,120 - Train: 53.09% [664100/1251000] [530.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.001371] [CE 3.963 (4.289)] [KD 3.303 (3.694)] 2024-10-13 19:39:08,363 - Train: 53.09% [664150/1251000] [530.9/1000.0] [batch_t 0.256 (0.265)] [data_t 0.009] [optim_t 0.247] [lr 0.001371] [CE 4.928 (4.346)] [KD 4.242 (3.722)] 2024-10-13 19:39:20,569 - Train: 53.09% [664200/1251000] [530.9/1000.0] [batch_t 0.229 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.001371] [CE 4.442 (4.324)] [KD 3.880 (3.664)] 2024-10-13 19:39:32,639 - Train: 53.10% [664250/1251000] [531.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001371] [CE 4.840 (4.316)] [KD 3.920 (3.706)] 2024-10-13 19:39:49,491 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.182)] [top1_cnt 37156] [top5_cnt 46044] [top_all 50000] 2024-10-13 19:39:49,492 - net: 74.312 (92.088) 2024-10-13 19:39:58,228 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 39141] [top5_cnt 47030] [top_all 50000] 2024-10-13 19:39:58,228 - net_E: 78.282 (94.060) 2024-10-13 19:39:58,432 - Max [top1: 74.634 (epoch: 529)] [top1-ema: 78.326 (epoch: 529)] 2024-10-13 19:39:58,433 - ==> Total time: 1 day, 23:01:51 Eta: 1 day, 17:32:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:40:07,154 - Train: 53.10% [664300/1251000] [531.0/1000.0] [batch_t 0.242 (0.261)] [data_t 0.010] [optim_t 0.232] [lr 0.001371] [CE 4.140 (4.314)] [KD 3.650 (3.741)] 2024-10-13 19:40:19,926 - Train: 53.11% [664350/1251000] [531.1/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.231] [lr 0.001370] [CE 3.837 (4.260)] [KD 3.549 (3.686)] 2024-10-13 19:40:32,222 - Train: 53.11% [664400/1251000] [531.1/1000.0] [batch_t 0.223 (0.246)] [data_t 0.011] [optim_t 0.213] [lr 0.001370] [CE 4.386 (4.352)] [KD 3.679 (3.707)] 2024-10-13 19:40:44,184 - Train: 53.11% [664450/1251000] [531.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.001370] [CE 4.393 (4.243)] [KD 3.736 (3.648)] 2024-10-13 19:40:56,658 - Train: 53.12% [664500/1251000] [531.2/1000.0] [batch_t 0.227 (0.249)] [data_t 0.007] [optim_t 0.219] [lr 0.001370] [CE 4.361 (4.297)] [KD 3.781 (3.690)] 2024-10-13 19:41:08,428 - Train: 53.12% [664550/1251000] [531.2/1000.0] [batch_t 0.241 (0.235)] [data_t 0.007] [optim_t 0.234] [lr 0.001370] [CE 3.730 (4.295)] [KD 3.354 (3.675)] 2024-10-13 19:41:20,406 - Train: 53.13% [664600/1251000] [531.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.001369] [CE 4.763 (4.320)] [KD 3.960 (3.614)] 2024-10-13 19:41:33,349 - Train: 53.13% [664650/1251000] [531.3/1000.0] [batch_t 0.238 (0.259)] [data_t 0.007] [optim_t 0.231] [lr 0.001369] [CE 4.246 (4.279)] [KD 3.360 (3.655)] 2024-10-13 19:41:45,354 - Train: 53.13% [664700/1251000] [531.3/1000.0] [batch_t 0.230 (0.240)] [data_t 0.008] [optim_t 0.222] [lr 0.001369] [CE 4.406 (4.302)] [KD 3.601 (3.672)] 2024-10-13 19:41:57,394 - Train: 53.14% [664750/1251000] [531.4/1000.0] [batch_t 0.510 (0.241)] [data_t 0.009] [optim_t 0.501] [lr 0.001369] [CE 4.100 (4.212)] [KD 3.654 (3.601)] 2024-10-13 19:42:10,109 - Train: 53.14% [664800/1251000] [531.4/1000.0] [batch_t 0.215 (0.254)] [data_t 0.007] [optim_t 0.208] [lr 0.001369] [CE 4.667 (4.302)] [KD 3.745 (3.672)] 2024-10-13 19:42:21,821 - Train: 53.15% [664850/1251000] [531.5/1000.0] [batch_t 0.238 (0.234)] [data_t 0.010] [optim_t 0.227] [lr 0.001368] [CE 4.994 (4.398)] [KD 3.957 (3.698)] 2024-10-13 19:42:33,528 - Train: 53.15% [664900/1251000] [531.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.013] [optim_t 0.219] [lr 0.001368] [CE 4.774 (4.326)] [KD 3.991 (3.693)] 2024-10-13 19:42:46,283 - Train: 53.15% [664950/1251000] [531.5/1000.0] [batch_t 0.461 (0.255)] [data_t 0.008] [optim_t 0.453] [lr 0.001368] [CE 4.451 (4.383)] [KD 3.564 (3.690)] 2024-10-13 19:42:58,383 - Train: 53.16% [665000/1251000] [531.6/1000.0] [batch_t 0.249 (0.242)] [data_t 0.007] [optim_t 0.242] [lr 0.001368] [CE 4.502 (4.384)] [KD 3.957 (3.709)] 2024-10-13 19:43:10,617 - Train: 53.16% [665050/1251000] [531.6/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.001368] [CE 4.328 (4.321)] [KD 3.697 (3.695)] 2024-10-13 19:43:23,248 - Train: 53.17% [665100/1251000] [531.7/1000.0] [batch_t 0.247 (0.252)] [data_t 0.009] [optim_t 0.238] [lr 0.001368] [CE 4.717 (4.312)] [KD 3.989 (3.696)] 2024-10-13 19:43:35,444 - Train: 53.17% [665150/1251000] [531.7/1000.0] [batch_t 0.244 (0.244)] [data_t 0.007] [optim_t 0.237] [lr 0.001367] [CE 4.479 (4.319)] [KD 3.940 (3.682)] 2024-10-13 19:43:47,431 - Train: 53.17% [665200/1251000] [531.7/1000.0] [batch_t 0.224 (0.240)] [data_t 0.010] [optim_t 0.214] [lr 0.001367] [CE 4.007 (4.323)] [KD 3.761 (3.665)] 2024-10-13 19:43:59,822 - Train: 53.18% [665250/1251000] [531.8/1000.0] [batch_t 0.225 (0.248)] [data_t 0.008] [optim_t 0.217] [lr 0.001367] [CE 4.483 (4.259)] [KD 3.596 (3.711)] 2024-10-13 19:44:11,896 - Train: 53.18% [665300/1251000] [531.8/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.001367] [CE 4.711 (4.294)] [KD 3.814 (3.691)] 2024-10-13 19:44:23,910 - Train: 53.19% [665350/1251000] [531.9/1000.0] [batch_t 0.256 (0.240)] [data_t 0.010] [optim_t 0.246] [lr 0.001367] [CE 4.177 (4.319)] [KD 3.366 (3.665)] 2024-10-13 19:44:36,334 - Train: 53.19% [665400/1251000] [531.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.010] [optim_t 0.228] [lr 0.001366] [CE 3.794 (4.365)] [KD 3.281 (3.760)] 2024-10-13 19:44:48,717 - Train: 53.19% [665450/1251000] [531.9/1000.0] [batch_t 0.256 (0.247)] [data_t 0.009] [optim_t 0.247] [lr 0.001366] [CE 3.804 (4.315)] [KD 3.509 (3.777)] 2024-10-13 19:45:00,834 - Train: 53.20% [665500/1251000] [532.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001366] [CE 4.106 (4.252)] [KD 3.852 (3.698)] 2024-10-13 19:45:16,765 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 37326] [top5_cnt 46168] [top_all 50000] 2024-10-13 19:45:16,765 - net: 74.652 (92.336) 2024-10-13 19:45:26,073 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 39137] [top5_cnt 47029] [top_all 50000] 2024-10-13 19:45:26,074 - net_E: 78.274 (94.058) 2024-10-13 19:45:26,271 - Max [top1: 74.652 (epoch: 532)] [top1-ema: 78.326 (epoch: 529)] 2024-10-13 19:45:26,271 - ==> Total time: 1 day, 23:07:19 Eta: 1 day, 17:27:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:45:43,332 - Train: 53.20% [665550/1251000] [532.0/1000.0] [batch_t 0.234 (0.268)] [data_t 0.009] [optim_t 0.225] [lr 0.001366] [CE 3.937 (4.373)] [KD 3.352 (3.657)] 2024-10-13 19:45:55,416 - Train: 53.21% [665600/1251000] [532.1/1000.0] [batch_t 0.244 (0.241)] [data_t 0.006] [optim_t 0.238] [lr 0.001366] [CE 4.007 (4.235)] [KD 3.467 (3.609)] 2024-10-13 19:46:07,832 - Train: 53.21% [665650/1251000] [532.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.001366] [CE 4.405 (4.367)] [KD 3.634 (3.733)] 2024-10-13 19:46:20,048 - Train: 53.21% [665700/1251000] [532.1/1000.0] [batch_t 0.239 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.001365] [CE 4.416 (4.266)] [KD 3.777 (3.638)] 2024-10-13 19:46:32,294 - Train: 53.22% [665750/1251000] [532.2/1000.0] [batch_t 0.243 (0.245)] [data_t 0.010] [optim_t 0.233] [lr 0.001365] [CE 4.328 (4.314)] [KD 3.486 (3.641)] 2024-10-13 19:46:44,547 - Train: 53.22% [665800/1251000] [532.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.001365] [CE 4.268 (4.266)] [KD 3.729 (3.616)] 2024-10-13 19:46:56,711 - Train: 53.23% [665850/1251000] [532.3/1000.0] [batch_t 0.228 (0.243)] [data_t 0.010] [optim_t 0.218] [lr 0.001365] [CE 4.725 (4.355)] [KD 3.896 (3.695)] 2024-10-13 19:47:08,982 - Train: 53.23% [665900/1251000] [532.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001365] [CE 4.244 (4.322)] [KD 3.608 (3.665)] 2024-10-13 19:47:21,380 - Train: 53.23% [665950/1251000] [532.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.011] [optim_t 0.228] [lr 0.001364] [CE 4.315 (4.266)] [KD 3.656 (3.641)] 2024-10-13 19:47:33,489 - Train: 53.24% [666000/1251000] [532.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.001364] [CE 4.070 (4.364)] [KD 3.560 (3.699)] 2024-10-13 19:47:45,490 - Train: 53.24% [666050/1251000] [532.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.001364] [CE 4.605 (4.362)] [KD 3.639 (3.711)] 2024-10-13 19:47:57,717 - Train: 53.25% [666100/1251000] [532.5/1000.0] [batch_t 0.224 (0.244)] [data_t 0.007] [optim_t 0.217] [lr 0.001364] [CE 4.335 (4.357)] [KD 3.737 (3.640)] 2024-10-13 19:48:09,754 - Train: 53.25% [666150/1251000] [532.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001364] [CE 4.439 (4.346)] [KD 3.743 (3.700)] 2024-10-13 19:48:22,020 - Train: 53.25% [666200/1251000] [532.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.008] [optim_t 0.232] [lr 0.001363] [CE 4.457 (4.317)] [KD 4.023 (3.692)] 2024-10-13 19:48:34,705 - Train: 53.26% [666250/1251000] [532.6/1000.0] [batch_t 0.238 (0.254)] [data_t 0.007] [optim_t 0.230] [lr 0.001363] [CE 4.114 (4.279)] [KD 3.778 (3.682)] 2024-10-13 19:48:47,013 - Train: 53.26% [666300/1251000] [532.6/1000.0] [batch_t 0.232 (0.246)] [data_t 0.008] [optim_t 0.224] [lr 0.001363] [CE 3.991 (4.355)] [KD 3.430 (3.712)] 2024-10-13 19:48:58,785 - Train: 53.27% [666350/1251000] [532.7/1000.0] [batch_t 0.241 (0.235)] [data_t 0.010] [optim_t 0.231] [lr 0.001363] [CE 4.022 (4.256)] [KD 3.530 (3.680)] 2024-10-13 19:49:10,774 - Train: 53.27% [666400/1251000] [532.7/1000.0] [batch_t 0.221 (0.240)] [data_t 0.008] [optim_t 0.213] [lr 0.001363] [CE 3.852 (4.336)] [KD 3.576 (3.718)] 2024-10-13 19:49:22,702 - Train: 53.27% [666450/1251000] [532.7/1000.0] [batch_t 0.254 (0.238)] [data_t 0.007] [optim_t 0.247] [lr 0.001363] [CE 3.825 (4.349)] [KD 3.557 (3.727)] 2024-10-13 19:49:34,616 - Train: 53.28% [666500/1251000] [532.8/1000.0] [batch_t 0.248 (0.238)] [data_t 0.007] [optim_t 0.241] [lr 0.001362] [CE 4.075 (4.337)] [KD 3.422 (3.695)] 2024-10-13 19:49:46,704 - Train: 53.28% [666550/1251000] [532.8/1000.0] [batch_t 0.255 (0.242)] [data_t 0.009] [optim_t 0.247] [lr 0.001362] [CE 4.603 (4.340)] [KD 3.949 (3.722)] 2024-10-13 19:49:58,912 - Train: 53.29% [666600/1251000] [532.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001362] [CE 4.438 (4.310)] [KD 3.786 (3.651)] 2024-10-13 19:50:11,407 - Train: 53.29% [666650/1251000] [532.9/1000.0] [batch_t 0.221 (0.250)] [data_t 0.008] [optim_t 0.212] [lr 0.001362] [CE 4.148 (4.307)] [KD 3.549 (3.635)] 2024-10-13 19:50:23,220 - Train: 53.29% [666700/1251000] [532.9/1000.0] [batch_t 0.242 (0.236)] [data_t 0.007] [optim_t 0.235] [lr 0.001362] [CE 4.246 (4.257)] [KD 3.513 (3.623)] 2024-10-13 19:50:35,537 - Train: 53.30% [666750/1251000] [533.0/1000.0] [batch_t 0.231 (0.246)] [data_t 0.010] [optim_t 0.221] [lr 0.001361] [CE 4.161 (4.331)] [KD 3.583 (3.714)] 2024-10-13 19:50:51,960 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 37162] [top5_cnt 46002] [top_all 50000] 2024-10-13 19:50:51,960 - net: 74.324 (92.004) 2024-10-13 19:51:00,610 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.158)] [top1_cnt 39159] [top5_cnt 47023] [top_all 50000] 2024-10-13 19:51:00,610 - net_E: 78.318 (94.046) 2024-10-13 19:51:00,808 - Max [top1: 74.652 (epoch: 532)] [top1-ema: 78.326 (epoch: 529)] 2024-10-13 19:51:00,808 - ==> Total time: 1 day, 23:12:53 Eta: 1 day, 17:22:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:51:11,358 - Train: 53.30% [666800/1251000] [533.0/1000.0] [batch_t 0.459 (0.305)] [data_t 0.007] [optim_t 0.453] [lr 0.001361] [CE 4.224 (4.341)] [KD 3.515 (3.649)] 2024-10-13 19:51:23,708 - Train: 53.31% [666850/1251000] [533.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.001361] [CE 3.964 (4.266)] [KD 3.408 (3.694)] 2024-10-13 19:51:36,176 - Train: 53.31% [666900/1251000] [533.1/1000.0] [batch_t 0.240 (0.249)] [data_t 0.008] [optim_t 0.232] [lr 0.001361] [CE 4.866 (4.353)] [KD 4.038 (3.636)] 2024-10-13 19:51:48,252 - Train: 53.31% [666950/1251000] [533.1/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.001361] [CE 4.032 (4.278)] [KD 3.662 (3.729)] 2024-10-13 19:52:00,569 - Train: 53.32% [667000/1251000] [533.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.001361] [CE 4.276 (4.381)] [KD 3.572 (3.734)] 2024-10-13 19:52:12,860 - Train: 53.32% [667050/1251000] [533.2/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.001360] [CE 4.063 (4.298)] [KD 3.327 (3.683)] 2024-10-13 19:52:24,775 - Train: 53.33% [667100/1251000] [533.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.001360] [CE 4.420 (4.333)] [KD 3.656 (3.703)] 2024-10-13 19:52:37,658 - Train: 53.33% [667150/1251000] [533.3/1000.0] [batch_t 0.245 (0.257)] [data_t 0.007] [optim_t 0.238] [lr 0.001360] [CE 3.831 (4.295)] [KD 3.424 (3.659)] 2024-10-13 19:52:49,851 - Train: 53.33% [667200/1251000] [533.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.001360] [CE 3.755 (4.268)] [KD 3.411 (3.609)] 2024-10-13 19:53:01,910 - Train: 53.34% [667250/1251000] [533.4/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.001360] [CE 4.095 (4.304)] [KD 3.521 (3.643)] 2024-10-13 19:53:14,722 - Train: 53.34% [667300/1251000] [533.4/1000.0] [batch_t 0.245 (0.256)] [data_t 0.006] [optim_t 0.239] [lr 0.001359] [CE 4.514 (4.330)] [KD 3.634 (3.672)] 2024-10-13 19:53:27,183 - Train: 53.35% [667350/1251000] [533.5/1000.0] [batch_t 0.240 (0.249)] [data_t 0.010] [optim_t 0.230] [lr 0.001359] [CE 4.371 (4.309)] [KD 3.630 (3.660)] 2024-10-13 19:53:39,117 - Train: 53.35% [667400/1251000] [533.5/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.001359] [CE 4.569 (4.294)] [KD 3.772 (3.681)] 2024-10-13 19:53:51,885 - Train: 53.35% [667450/1251000] [533.5/1000.0] [batch_t 0.249 (0.255)] [data_t 0.009] [optim_t 0.240] [lr 0.001359] [CE 4.302 (4.278)] [KD 3.718 (3.642)] 2024-10-13 19:54:04,461 - Train: 53.36% [667500/1251000] [533.6/1000.0] [batch_t 0.252 (0.251)] [data_t 0.010] [optim_t 0.242] [lr 0.001359] [CE 4.469 (4.265)] [KD 3.676 (3.645)] 2024-10-13 19:54:16,898 - Train: 53.36% [667550/1251000] [533.6/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.001358] [CE 4.010 (4.276)] [KD 3.544 (3.648)] 2024-10-13 19:54:29,600 - Train: 53.37% [667600/1251000] [533.7/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.001358] [CE 4.835 (4.390)] [KD 3.967 (3.718)] 2024-10-13 19:54:41,774 - Train: 53.37% [667650/1251000] [533.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.230] [lr 0.001358] [CE 3.598 (4.338)] [KD 3.569 (3.667)] 2024-10-13 19:54:53,562 - Train: 53.37% [667700/1251000] [533.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001358] [CE 4.403 (4.315)] [KD 3.762 (3.679)] 2024-10-13 19:55:06,303 - Train: 53.38% [667750/1251000] [533.8/1000.0] [batch_t 0.544 (0.255)] [data_t 0.008] [optim_t 0.536] [lr 0.001358] [CE 3.821 (4.244)] [KD 3.597 (3.650)] 2024-10-13 19:55:18,388 - Train: 53.38% [667800/1251000] [533.8/1000.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.001358] [CE 4.253 (4.382)] [KD 3.659 (3.728)] 2024-10-13 19:55:30,461 - Train: 53.39% [667850/1251000] [533.9/1000.0] [batch_t 0.255 (0.241)] [data_t 0.007] [optim_t 0.247] [lr 0.001357] [CE 4.369 (4.390)] [KD 3.670 (3.711)] 2024-10-13 19:55:43,142 - Train: 53.39% [667900/1251000] [533.9/1000.0] [batch_t 0.232 (0.253)] [data_t 0.008] [optim_t 0.224] [lr 0.001357] [CE 4.273 (4.413)] [KD 3.567 (3.757)] 2024-10-13 19:55:55,107 - Train: 53.39% [667950/1251000] [533.9/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001357] [CE 3.697 (4.296)] [KD 3.464 (3.663)] 2024-10-13 19:56:07,128 - Train: 53.40% [668000/1251000] [534.0/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001357] [CE 4.476 (4.331)] [KD 3.812 (3.695)] 2024-10-13 19:56:25,333 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.194)] [top1_cnt 37287] [top5_cnt 46149] [top_all 50000] 2024-10-13 19:56:25,334 - net: 74.574 (92.298) 2024-10-13 19:56:34,398 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.164)] [top1_cnt 39186] [top5_cnt 47028] [top_all 50000] 2024-10-13 19:56:34,399 - net_E: 78.372 (94.056) 2024-10-13 19:56:34,585 - Max [top1: 74.652 (epoch: 532)] [top1-ema: 78.372 (epoch: 534)] 2024-10-13 19:56:34,586 - ==> Total time: 1 day, 23:18:27 Eta: 1 day, 17:17:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 19:56:51,496 - Train: 53.40% [668050/1251000] [534.0/1000.0] [batch_t 0.231 (0.273)] [data_t 0.007] [optim_t 0.224] [lr 0.001357] [CE 4.199 (4.284)] [KD 3.581 (3.594)] 2024-10-13 19:57:03,780 - Train: 53.41% [668100/1251000] [534.1/1000.0] [batch_t 0.254 (0.245)] [data_t 0.010] [optim_t 0.244] [lr 0.001356] [CE 4.726 (4.279)] [KD 3.890 (3.648)] 2024-10-13 19:57:16,232 - Train: 53.41% [668150/1251000] [534.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.007] [optim_t 0.228] [lr 0.001356] [CE 4.260 (4.320)] [KD 3.663 (3.695)] 2024-10-13 19:57:28,043 - Train: 53.41% [668200/1251000] [534.1/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.001356] [CE 4.483 (4.373)] [KD 3.789 (3.738)] 2024-10-13 19:57:40,177 - Train: 53.42% [668250/1251000] [534.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001356] [CE 4.185 (4.327)] [KD 3.601 (3.668)] 2024-10-13 19:57:52,424 - Train: 53.42% [668300/1251000] [534.2/1000.0] [batch_t 0.219 (0.245)] [data_t 0.009] [optim_t 0.209] [lr 0.001356] [CE 3.919 (4.317)] [KD 3.487 (3.638)] 2024-10-13 19:58:04,363 - Train: 53.43% [668350/1251000] [534.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.001356] [CE 4.287 (4.284)] [KD 3.791 (3.637)] 2024-10-13 19:58:16,533 - Train: 53.43% [668400/1251000] [534.3/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.001355] [CE 4.211 (4.272)] [KD 3.665 (3.653)] 2024-10-13 19:58:28,790 - Train: 53.43% [668450/1251000] [534.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.001355] [CE 4.148 (4.327)] [KD 3.515 (3.708)] 2024-10-13 19:58:40,758 - Train: 53.44% [668500/1251000] [534.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.001355] [CE 4.244 (4.267)] [KD 3.704 (3.675)] 2024-10-13 19:58:52,546 - Train: 53.44% [668550/1251000] [534.4/1000.0] [batch_t 0.245 (0.236)] [data_t 0.010] [optim_t 0.235] [lr 0.001355] [CE 4.742 (4.270)] [KD 3.923 (3.648)] 2024-10-13 19:59:04,783 - Train: 53.45% [668600/1251000] [534.5/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.001355] [CE 4.124 (4.268)] [KD 3.350 (3.635)] 2024-10-13 19:59:17,042 - Train: 53.45% [668650/1251000] [534.5/1000.0] [batch_t 0.234 (0.245)] [data_t 0.011] [optim_t 0.223] [lr 0.001354] [CE 4.677 (4.342)] [KD 3.576 (3.701)] 2024-10-13 19:59:29,284 - Train: 53.45% [668700/1251000] [534.5/1000.0] [batch_t 0.245 (0.245)] [data_t 0.010] [optim_t 0.235] [lr 0.001354] [CE 4.240 (4.324)] [KD 3.593 (3.706)] 2024-10-13 19:59:41,975 - Train: 53.46% [668750/1251000] [534.6/1000.0] [batch_t 0.272 (0.254)] [data_t 0.009] [optim_t 0.263] [lr 0.001354] [CE 4.394 (4.341)] [KD 3.768 (3.691)] 2024-10-13 19:59:54,567 - Train: 53.46% [668800/1251000] [534.6/1000.0] [batch_t 0.220 (0.252)] [data_t 0.010] [optim_t 0.210] [lr 0.001354] [CE 4.058 (4.328)] [KD 3.575 (3.650)] 2024-10-13 20:00:06,516 - Train: 53.47% [668850/1251000] [534.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.001354] [CE 4.019 (4.344)] [KD 3.539 (3.715)] 2024-10-13 20:00:18,685 - Train: 53.47% [668900/1251000] [534.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001353] [CE 4.093 (4.249)] [KD 3.544 (3.662)] 2024-10-13 20:00:31,251 - Train: 53.47% [668950/1251000] [534.7/1000.0] [batch_t 0.230 (0.251)] [data_t 0.007] [optim_t 0.223] [lr 0.001353] [CE 4.214 (4.319)] [KD 3.605 (3.653)] 2024-10-13 20:00:43,639 - Train: 53.48% [669000/1251000] [534.8/1000.0] [batch_t 0.249 (0.248)] [data_t 0.010] [optim_t 0.239] [lr 0.001353] [CE 4.921 (4.280)] [KD 3.844 (3.676)] 2024-10-13 20:00:56,355 - Train: 53.48% [669050/1251000] [534.8/1000.0] [batch_t 0.233 (0.254)] [data_t 0.010] [optim_t 0.224] [lr 0.001353] [CE 4.492 (4.283)] [KD 3.778 (3.664)] 2024-10-13 20:01:08,588 - Train: 53.49% [669100/1251000] [534.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.001353] [CE 4.338 (4.286)] [KD 3.643 (3.667)] 2024-10-13 20:01:20,826 - Train: 53.49% [669150/1251000] [534.9/1000.0] [batch_t 0.245 (0.245)] [data_t 0.010] [optim_t 0.234] [lr 0.001353] [CE 4.078 (4.319)] [KD 3.306 (3.645)] 2024-10-13 20:01:33,316 - Train: 53.49% [669200/1251000] [534.9/1000.0] [batch_t 0.249 (0.250)] [data_t 0.008] [optim_t 0.241] [lr 0.001352] [CE 3.983 (4.299)] [KD 3.519 (3.704)] 2024-10-13 20:01:45,717 - Train: 53.50% [669250/1251000] [535.0/1000.0] [batch_t 0.244 (0.248)] [data_t 0.011] [optim_t 0.233] [lr 0.001352] [CE 4.720 (4.305)] [KD 3.620 (3.698)] 2024-10-13 20:02:02,599 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.166)] [top1_cnt 37068] [top5_cnt 46036] [top_all 50000] 2024-10-13 20:02:02,600 - net: 74.136 (92.072) 2024-10-13 20:02:11,865 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 39232] [top5_cnt 47024] [top_all 50000] 2024-10-13 20:02:11,866 - net_E: 78.464 (94.048) 2024-10-13 20:02:12,058 - Max [top1: 74.652 (epoch: 532)] [top1-ema: 78.464 (epoch: 535)] 2024-10-13 20:02:12,059 - ==> Total time: 1 day, 23:24:04 Eta: 1 day, 17:11:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:02:29,312 - Train: 53.50% [669300/1251000] [535.0/1000.0] [batch_t 0.233 (0.294)] [data_t 0.007] [optim_t 0.226] [lr 0.001352] [CE 3.759 (4.281)] [KD 3.335 (3.666)] 2024-10-13 20:02:41,612 - Train: 53.51% [669350/1251000] [535.1/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.001352] [CE 4.675 (4.357)] [KD 3.757 (3.728)] 2024-10-13 20:02:53,488 - Train: 53.51% [669400/1251000] [535.1/1000.0] [batch_t 0.244 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.001352] [CE 4.047 (4.284)] [KD 3.571 (3.679)] 2024-10-13 20:03:06,177 - Train: 53.51% [669450/1251000] [535.1/1000.0] [batch_t 0.245 (0.254)] [data_t 0.008] [optim_t 0.237] [lr 0.001351] [CE 4.515 (4.271)] [KD 3.707 (3.613)] 2024-10-13 20:03:18,847 - Train: 53.52% [669500/1251000] [535.2/1000.0] [batch_t 0.233 (0.253)] [data_t 0.008] [optim_t 0.225] [lr 0.001351] [CE 4.268 (4.334)] [KD 3.630 (3.691)] 2024-10-13 20:03:30,797 - Train: 53.52% [669550/1251000] [535.2/1000.0] [batch_t 0.248 (0.239)] [data_t 0.010] [optim_t 0.239] [lr 0.001351] [CE 4.707 (4.255)] [KD 3.886 (3.668)] 2024-10-13 20:03:42,592 - Train: 53.53% [669600/1251000] [535.3/1000.0] [batch_t 0.231 (0.236)] [data_t 0.008] [optim_t 0.223] [lr 0.001351] [CE 4.322 (4.237)] [KD 3.688 (3.602)] 2024-10-13 20:03:54,549 - Train: 53.53% [669650/1251000] [535.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.001351] [CE 3.947 (4.253)] [KD 3.475 (3.643)] 2024-10-13 20:04:06,637 - Train: 53.53% [669700/1251000] [535.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.001351] [CE 4.125 (4.286)] [KD 3.491 (3.618)] 2024-10-13 20:04:19,195 - Train: 53.54% [669750/1251000] [535.4/1000.0] [batch_t 0.421 (0.251)] [data_t 0.007] [optim_t 0.414] [lr 0.001350] [CE 3.974 (4.298)] [KD 3.572 (3.684)] 2024-10-13 20:04:31,163 - Train: 53.54% [669800/1251000] [535.4/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001350] [CE 4.229 (4.307)] [KD 3.433 (3.641)] 2024-10-13 20:04:42,785 - Train: 53.55% [669850/1251000] [535.5/1000.0] [batch_t 0.220 (0.232)] [data_t 0.008] [optim_t 0.212] [lr 0.001350] [CE 4.887 (4.302)] [KD 4.048 (3.665)] 2024-10-13 20:04:54,561 - Train: 53.55% [669900/1251000] [535.5/1000.0] [batch_t 0.459 (0.235)] [data_t 0.007] [optim_t 0.453] [lr 0.001350] [CE 4.369 (4.253)] [KD 3.470 (3.628)] 2024-10-13 20:05:06,674 - Train: 53.55% [669950/1251000] [535.5/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.214] [lr 0.001350] [CE 4.523 (4.259)] [KD 3.848 (3.668)] 2024-10-13 20:05:18,320 - Train: 53.56% [670000/1251000] [535.6/1000.0] [batch_t 0.226 (0.233)] [data_t 0.010] [optim_t 0.216] [lr 0.001349] [CE 4.212 (4.340)] [KD 3.575 (3.655)] 2024-10-13 20:05:30,732 - Train: 53.56% [670050/1251000] [535.6/1000.0] [batch_t 0.211 (0.248)] [data_t 0.006] [optim_t 0.205] [lr 0.001349] [CE 4.591 (4.327)] [KD 3.841 (3.710)] 2024-10-13 20:05:42,745 - Train: 53.57% [670100/1251000] [535.7/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001349] [CE 4.044 (4.359)] [KD 3.865 (3.763)] 2024-10-13 20:05:55,269 - Train: 53.57% [670150/1251000] [535.7/1000.0] [batch_t 0.228 (0.250)] [data_t 0.008] [optim_t 0.219] [lr 0.001349] [CE 4.420 (4.352)] [KD 3.519 (3.676)] 2024-10-13 20:06:07,195 - Train: 53.57% [670200/1251000] [535.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.229] [lr 0.001349] [CE 3.790 (4.351)] [KD 3.054 (3.676)] 2024-10-13 20:06:19,303 - Train: 53.58% [670250/1251000] [535.8/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001348] [CE 4.017 (4.293)] [KD 3.501 (3.642)] 2024-10-13 20:06:31,405 - Train: 53.58% [670300/1251000] [535.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.006] [optim_t 0.226] [lr 0.001348] [CE 4.744 (4.251)] [KD 3.784 (3.600)] 2024-10-13 20:06:43,626 - Train: 53.59% [670350/1251000] [535.9/1000.0] [batch_t 0.223 (0.244)] [data_t 0.010] [optim_t 0.212] [lr 0.001348] [CE 4.391 (4.390)] [KD 3.759 (3.718)] 2024-10-13 20:06:55,473 - Train: 53.59% [670400/1251000] [535.9/1000.0] [batch_t 0.224 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.001348] [CE 4.368 (4.270)] [KD 3.540 (3.596)] 2024-10-13 20:07:07,431 - Train: 53.59% [670450/1251000] [535.9/1000.0] [batch_t 0.234 (0.239)] [data_t 0.011] [optim_t 0.223] [lr 0.001348] [CE 4.174 (4.255)] [KD 3.344 (3.652)] 2024-10-13 20:07:18,972 - Train: 53.60% [670500/1251000] [536.0/1000.0] [batch_t 0.228 (0.231)] [data_t 0.008] [optim_t 0.220] [lr 0.001348] [CE 4.680 (4.367)] [KD 3.916 (3.693)] 2024-10-13 20:07:36,815 - Test (net): 100.00% [50/50] [batch_t 0.207 (0.170)] [top1_cnt 37107] [top5_cnt 46053] [top_all 50000] 2024-10-13 20:07:36,816 - net: 74.214 (92.106) 2024-10-13 20:07:45,882 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 39209] [top5_cnt 47046] [top_all 50000] 2024-10-13 20:07:45,883 - net_E: 78.418 (94.092) 2024-10-13 20:07:46,085 - Max [top1: 74.652 (epoch: 532)] [top1-ema: 78.464 (epoch: 535)] 2024-10-13 20:07:46,086 - ==> Total time: 1 day, 23:29:38 Eta: 1 day, 17:06:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:07:53,080 - Train: 53.60% [670550/1251000] [536.0/1000.0] [batch_t 0.239 (0.276)] [data_t 0.007] [optim_t 0.231] [lr 0.001347] [CE 4.194 (4.261)] [KD 3.549 (3.598)] 2024-10-13 20:08:05,407 - Train: 53.61% [670600/1251000] [536.1/1000.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.001347] [CE 4.544 (4.299)] [KD 3.615 (3.636)] 2024-10-13 20:08:17,699 - Train: 53.61% [670650/1251000] [536.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.001347] [CE 4.652 (4.298)] [KD 3.731 (3.668)] 2024-10-13 20:08:29,826 - Train: 53.61% [670700/1251000] [536.1/1000.0] [batch_t 0.490 (0.242)] [data_t 0.008] [optim_t 0.482] [lr 0.001347] [CE 4.499 (4.310)] [KD 3.975 (3.668)] 2024-10-13 20:08:42,367 - Train: 53.62% [670750/1251000] [536.2/1000.0] [batch_t 0.236 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.001347] [CE 3.957 (4.210)] [KD 3.202 (3.557)] 2024-10-13 20:08:54,341 - Train: 53.62% [670800/1251000] [536.2/1000.0] [batch_t 0.223 (0.239)] [data_t 0.007] [optim_t 0.217] [lr 0.001346] [CE 4.484 (4.266)] [KD 3.796 (3.628)] 2024-10-13 20:09:06,832 - Train: 53.63% [670850/1251000] [536.3/1000.0] [batch_t 0.242 (0.250)] [data_t 0.008] [optim_t 0.234] [lr 0.001346] [CE 4.505 (4.267)] [KD 3.761 (3.608)] 2024-10-13 20:09:19,024 - Train: 53.63% [670900/1251000] [536.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.224] [lr 0.001346] [CE 4.358 (4.335)] [KD 3.741 (3.707)] 2024-10-13 20:09:31,086 - Train: 53.63% [670950/1251000] [536.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.006] [optim_t 0.230] [lr 0.001346] [CE 4.222 (4.315)] [KD 3.465 (3.687)] 2024-10-13 20:09:42,916 - Train: 53.64% [671000/1251000] [536.4/1000.0] [batch_t 0.232 (0.236)] [data_t 0.006] [optim_t 0.226] [lr 0.001346] [CE 3.962 (4.357)] [KD 3.653 (3.722)] 2024-10-13 20:09:55,607 - Train: 53.64% [671050/1251000] [536.4/1000.0] [batch_t 0.234 (0.254)] [data_t 0.007] [optim_t 0.228] [lr 0.001346] [CE 4.178 (4.353)] [KD 3.421 (3.717)] 2024-10-13 20:10:07,654 - Train: 53.65% [671100/1251000] [536.5/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001345] [CE 4.646 (4.307)] [KD 4.037 (3.688)] 2024-10-13 20:10:19,707 - Train: 53.65% [671150/1251000] [536.5/1000.0] [batch_t 0.247 (0.241)] [data_t 0.007] [optim_t 0.240] [lr 0.001345] [CE 4.184 (4.318)] [KD 3.591 (3.644)] 2024-10-13 20:10:31,798 - Train: 53.65% [671200/1251000] [536.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.001345] [CE 4.514 (4.273)] [KD 3.737 (3.674)] 2024-10-13 20:10:43,849 - Train: 53.66% [671250/1251000] [536.6/1000.0] [batch_t 0.225 (0.241)] [data_t 0.010] [optim_t 0.215] [lr 0.001345] [CE 4.600 (4.317)] [KD 3.904 (3.712)] 2024-10-13 20:10:55,570 - Train: 53.66% [671300/1251000] [536.6/1000.0] [batch_t 0.245 (0.234)] [data_t 0.009] [optim_t 0.236] [lr 0.001345] [CE 4.362 (4.351)] [KD 3.803 (3.685)] 2024-10-13 20:11:07,879 - Train: 53.67% [671350/1251000] [536.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.001344] [CE 4.426 (4.360)] [KD 3.800 (3.733)] 2024-10-13 20:11:19,719 - Train: 53.67% [671400/1251000] [536.7/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.001344] [CE 4.523 (4.362)] [KD 3.747 (3.718)] 2024-10-13 20:11:31,914 - Train: 53.67% [671450/1251000] [536.7/1000.0] [batch_t 0.240 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.001344] [CE 4.058 (4.323)] [KD 3.467 (3.677)] 2024-10-13 20:11:43,869 - Train: 53.68% [671500/1251000] [536.8/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001344] [CE 4.136 (4.363)] [KD 3.455 (3.742)] 2024-10-13 20:11:56,073 - Train: 53.68% [671550/1251000] [536.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.001344] [CE 4.491 (4.342)] [KD 3.802 (3.711)] 2024-10-13 20:12:08,103 - Train: 53.69% [671600/1251000] [536.9/1000.0] [batch_t 0.231 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.001343] [CE 3.988 (4.261)] [KD 3.527 (3.654)] 2024-10-13 20:12:20,631 - Train: 53.69% [671650/1251000] [536.9/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.001343] [CE 4.179 (4.271)] [KD 3.799 (3.652)] 2024-10-13 20:12:33,152 - Train: 53.69% [671700/1251000] [536.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.010] [optim_t 0.227] [lr 0.001343] [CE 3.962 (4.339)] [KD 3.656 (3.664)] 2024-10-13 20:12:45,150 - Train: 53.70% [671750/1251000] [537.0/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.230] [lr 0.001343] [CE 4.286 (4.303)] [KD 3.455 (3.663)] 2024-10-13 20:13:02,601 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.173)] [top1_cnt 37387] [top5_cnt 46183] [top_all 50000] 2024-10-13 20:13:02,602 - net: 74.774 (92.366) 2024-10-13 20:13:12,440 - Test (net_E): 100.00% [50/50] [batch_t 0.533 (0.181)] [top1_cnt 39193] [top5_cnt 47033] [top_all 50000] 2024-10-13 20:13:12,441 - net_E: 78.386 (94.066) 2024-10-13 20:13:12,631 - Max [top1: 74.774 (epoch: 537)] [top1-ema: 78.464 (epoch: 535)] 2024-10-13 20:13:12,633 - ==> Total time: 1 day, 23:35:05 Eta: 1 day, 17:01:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:13:27,904 - Train: 53.70% [671800/1251000] [537.0/1000.0] [batch_t 0.240 (0.292)] [data_t 0.008] [optim_t 0.232] [lr 0.001343] [CE 4.643 (4.408)] [KD 3.750 (3.647)] 2024-10-13 20:13:40,375 - Train: 53.71% [671850/1251000] [537.1/1000.0] [batch_t 0.228 (0.249)] [data_t 0.009] [optim_t 0.220] [lr 0.001343] [CE 4.567 (4.245)] [KD 3.961 (3.573)] 2024-10-13 20:13:52,569 - Train: 53.71% [671900/1251000] [537.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001342] [CE 3.913 (4.279)] [KD 3.422 (3.617)] 2024-10-13 20:14:04,836 - Train: 53.71% [671950/1251000] [537.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001342] [CE 4.621 (4.283)] [KD 3.806 (3.631)] 2024-10-13 20:14:17,025 - Train: 53.72% [672000/1251000] [537.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.001342] [CE 4.842 (4.330)] [KD 3.886 (3.718)] 2024-10-13 20:14:29,129 - Train: 53.72% [672050/1251000] [537.2/1000.0] [batch_t 0.229 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.001342] [CE 4.861 (4.298)] [KD 3.613 (3.616)] 2024-10-13 20:14:41,026 - Train: 53.73% [672100/1251000] [537.3/1000.0] [batch_t 0.221 (0.238)] [data_t 0.007] [optim_t 0.214] [lr 0.001342] [CE 4.428 (4.314)] [KD 3.840 (3.610)] 2024-10-13 20:14:53,443 - Train: 53.73% [672150/1251000] [537.3/1000.0] [batch_t 0.216 (0.248)] [data_t 0.009] [optim_t 0.207] [lr 0.001341] [CE 4.492 (4.321)] [KD 3.783 (3.684)] 2024-10-13 20:15:05,638 - Train: 53.73% [672200/1251000] [537.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.001341] [CE 3.998 (4.292)] [KD 3.129 (3.658)] 2024-10-13 20:15:18,038 - Train: 53.74% [672250/1251000] [537.4/1000.0] [batch_t 0.229 (0.248)] [data_t 0.008] [optim_t 0.220] [lr 0.001341] [CE 3.867 (4.301)] [KD 3.579 (3.647)] 2024-10-13 20:15:29,653 - Train: 53.74% [672300/1251000] [537.4/1000.0] [batch_t 0.238 (0.232)] [data_t 0.011] [optim_t 0.227] [lr 0.001341] [CE 4.060 (4.295)] [KD 3.561 (3.710)] 2024-10-13 20:15:42,330 - Train: 53.75% [672350/1251000] [537.5/1000.0] [batch_t 0.244 (0.253)] [data_t 0.010] [optim_t 0.234] [lr 0.001341] [CE 4.460 (4.290)] [KD 3.635 (3.665)] 2024-10-13 20:15:54,421 - Train: 53.75% [672400/1251000] [537.5/1000.0] [batch_t 0.229 (0.242)] [data_t 0.010] [optim_t 0.219] [lr 0.001341] [CE 4.480 (4.362)] [KD 3.547 (3.692)] 2024-10-13 20:16:06,766 - Train: 53.75% [672450/1251000] [537.5/1000.0] [batch_t 0.220 (0.247)] [data_t 0.008] [optim_t 0.213] [lr 0.001340] [CE 3.950 (4.344)] [KD 3.525 (3.697)] 2024-10-13 20:16:19,029 - Train: 53.76% [672500/1251000] [537.6/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.001340] [CE 4.355 (4.284)] [KD 3.561 (3.637)] 2024-10-13 20:16:31,728 - Train: 53.76% [672550/1251000] [537.6/1000.0] [batch_t 0.242 (0.254)] [data_t 0.010] [optim_t 0.232] [lr 0.001340] [CE 3.994 (4.324)] [KD 3.569 (3.643)] 2024-10-13 20:16:43,446 - Train: 53.76% [672600/1251000] [537.6/1000.0] [batch_t 0.231 (0.234)] [data_t 0.010] [optim_t 0.221] [lr 0.001340] [CE 4.210 (4.317)] [KD 3.436 (3.626)] 2024-10-13 20:16:55,986 - Train: 53.77% [672650/1251000] [537.7/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.001340] [CE 4.472 (4.337)] [KD 3.780 (3.640)] 2024-10-13 20:17:08,218 - Train: 53.77% [672700/1251000] [537.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.230] [lr 0.001339] [CE 3.960 (4.346)] [KD 3.402 (3.688)] 2024-10-13 20:17:20,325 - Train: 53.78% [672750/1251000] [537.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.001339] [CE 4.234 (4.290)] [KD 3.411 (3.644)] 2024-10-13 20:17:32,803 - Train: 53.78% [672800/1251000] [537.8/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.001339] [CE 4.478 (4.295)] [KD 3.906 (3.666)] 2024-10-13 20:17:44,867 - Train: 53.78% [672850/1251000] [537.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.001339] [CE 4.379 (4.315)] [KD 3.645 (3.659)] 2024-10-13 20:17:56,866 - Train: 53.79% [672900/1251000] [537.9/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001339] [CE 4.047 (4.290)] [KD 3.578 (3.681)] 2024-10-13 20:18:09,471 - Train: 53.79% [672950/1251000] [537.9/1000.0] [batch_t 0.232 (0.252)] [data_t 0.010] [optim_t 0.223] [lr 0.001338] [CE 4.148 (4.349)] [KD 3.408 (3.689)] 2024-10-13 20:18:21,521 - Train: 53.80% [673000/1251000] [538.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.001338] [CE 4.780 (4.233)] [KD 3.893 (3.590)] 2024-10-13 20:18:39,236 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 37266] [top5_cnt 46118] [top_all 50000] 2024-10-13 20:18:39,236 - net: 74.532 (92.236) 2024-10-13 20:18:48,334 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.166)] [top1_cnt 39177] [top5_cnt 47063] [top_all 50000] 2024-10-13 20:18:48,334 - net_E: 78.354 (94.126) 2024-10-13 20:18:48,542 - Max [top1: 74.774 (epoch: 537)] [top1-ema: 78.464 (epoch: 535)] 2024-10-13 20:18:48,542 - ==> Total time: 1 day, 23:40:41 Eta: 1 day, 16:56:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:18:54,851 - Train: 53.80% [673050/1251000] [538.0/1000.0] [batch_t 0.226 (0.285)] [data_t 0.009] [optim_t 0.217] [lr 0.001338] [CE 4.489 (4.231)] [KD 3.815 (3.672)] 2024-10-13 20:19:06,926 - Train: 53.80% [673100/1251000] [538.0/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.001338] [CE 4.308 (4.310)] [KD 3.656 (3.644)] 2024-10-13 20:19:18,745 - Train: 53.81% [673150/1251000] [538.1/1000.0] [batch_t 0.227 (0.236)] [data_t 0.008] [optim_t 0.219] [lr 0.001338] [CE 4.647 (4.363)] [KD 3.684 (3.642)] 2024-10-13 20:19:31,210 - Train: 53.81% [673200/1251000] [538.1/1000.0] [batch_t 0.227 (0.249)] [data_t 0.008] [optim_t 0.218] [lr 0.001338] [CE 4.540 (4.319)] [KD 3.654 (3.661)] 2024-10-13 20:19:43,337 - Train: 53.82% [673250/1251000] [538.2/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.001337] [CE 4.436 (4.322)] [KD 3.846 (3.646)] 2024-10-13 20:19:55,379 - Train: 53.82% [673300/1251000] [538.2/1000.0] [batch_t 0.397 (0.241)] [data_t 0.007] [optim_t 0.389] [lr 0.001337] [CE 4.288 (4.257)] [KD 3.643 (3.614)] 2024-10-13 20:20:07,069 - Train: 53.82% [673350/1251000] [538.2/1000.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.001337] [CE 4.336 (4.308)] [KD 3.595 (3.648)] 2024-10-13 20:20:18,664 - Train: 53.83% [673400/1251000] [538.3/1000.0] [batch_t 0.244 (0.232)] [data_t 0.010] [optim_t 0.234] [lr 0.001337] [CE 3.803 (4.375)] [KD 3.494 (3.652)] 2024-10-13 20:20:30,874 - Train: 53.83% [673450/1251000] [538.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.225] [lr 0.001337] [CE 4.150 (4.199)] [KD 3.483 (3.618)] 2024-10-13 20:20:43,696 - Train: 53.84% [673500/1251000] [538.4/1000.0] [batch_t 0.225 (0.256)] [data_t 0.008] [optim_t 0.217] [lr 0.001336] [CE 3.946 (4.272)] [KD 3.292 (3.625)] 2024-10-13 20:20:55,328 - Train: 53.84% [673550/1251000] [538.4/1000.0] [batch_t 0.221 (0.232)] [data_t 0.011] [optim_t 0.210] [lr 0.001336] [CE 4.042 (4.306)] [KD 3.601 (3.697)] 2024-10-13 20:21:07,212 - Train: 53.84% [673600/1251000] [538.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.227] [lr 0.001336] [CE 5.039 (4.320)] [KD 3.997 (3.703)] 2024-10-13 20:21:19,583 - Train: 53.85% [673650/1251000] [538.5/1000.0] [batch_t 0.254 (0.247)] [data_t 0.009] [optim_t 0.245] [lr 0.001336] [CE 4.073 (4.282)] [KD 3.407 (3.687)] 2024-10-13 20:21:31,558 - Train: 53.85% [673700/1251000] [538.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.007] [optim_t 0.225] [lr 0.001336] [CE 4.457 (4.274)] [KD 3.842 (3.659)] 2024-10-13 20:21:43,950 - Train: 53.86% [673750/1251000] [538.6/1000.0] [batch_t 0.428 (0.248)] [data_t 0.009] [optim_t 0.419] [lr 0.001336] [CE 4.350 (4.341)] [KD 3.773 (3.674)] 2024-10-13 20:21:56,379 - Train: 53.86% [673800/1251000] [538.6/1000.0] [batch_t 0.227 (0.248)] [data_t 0.008] [optim_t 0.219] [lr 0.001335] [CE 3.945 (4.321)] [KD 3.316 (3.655)] 2024-10-13 20:22:09,171 - Train: 53.86% [673850/1251000] [538.6/1000.0] [batch_t 0.253 (0.256)] [data_t 0.007] [optim_t 0.246] [lr 0.001335] [CE 4.080 (4.272)] [KD 3.423 (3.687)] 2024-10-13 20:22:20,914 - Train: 53.87% [673900/1251000] [538.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.008] [optim_t 0.224] [lr 0.001335] [CE 4.371 (4.285)] [KD 3.641 (3.631)] 2024-10-13 20:22:33,428 - Train: 53.87% [673950/1251000] [538.7/1000.0] [batch_t 0.230 (0.250)] [data_t 0.007] [optim_t 0.223] [lr 0.001335] [CE 3.990 (4.342)] [KD 3.580 (3.723)] 2024-10-13 20:22:45,291 - Train: 53.88% [674000/1251000] [538.8/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.001335] [CE 4.674 (4.318)] [KD 4.118 (3.682)] 2024-10-13 20:22:57,460 - Train: 53.88% [674050/1251000] [538.8/1000.0] [batch_t 0.247 (0.243)] [data_t 0.006] [optim_t 0.241] [lr 0.001334] [CE 4.251 (4.264)] [KD 3.585 (3.652)] 2024-10-13 20:23:10,426 - Train: 53.88% [674100/1251000] [538.8/1000.0] [batch_t 0.251 (0.259)] [data_t 0.008] [optim_t 0.244] [lr 0.001334] [CE 4.392 (4.321)] [KD 3.681 (3.696)] 2024-10-13 20:23:22,899 - Train: 53.89% [674150/1251000] [538.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001334] [CE 4.443 (4.279)] [KD 3.700 (3.610)] 2024-10-13 20:23:34,839 - Train: 53.89% [674200/1251000] [538.9/1000.0] [batch_t 0.251 (0.239)] [data_t 0.008] [optim_t 0.243] [lr 0.001334] [CE 4.577 (4.329)] [KD 3.836 (3.677)] 2024-10-13 20:23:47,059 - Train: 53.90% [674250/1251000] [539.0/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.001334] [CE 4.075 (4.260)] [KD 3.416 (3.633)] 2024-10-13 20:24:05,198 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 37079] [top5_cnt 46060] [top_all 50000] 2024-10-13 20:24:05,199 - net: 74.158 (92.120) 2024-10-13 20:24:14,186 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 39151] [top5_cnt 47063] [top_all 50000] 2024-10-13 20:24:14,186 - net_E: 78.302 (94.126) 2024-10-13 20:24:14,358 - Max [top1: 74.774 (epoch: 537)] [top1-ema: 78.464 (epoch: 535)] 2024-10-13 20:24:14,358 - ==> Total time: 1 day, 23:46:07 Eta: 1 day, 16:51:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:24:20,518 - Train: 53.90% [674300/1251000] [539.0/1000.0] [batch_t 0.239 (0.324)] [data_t 0.008] [optim_t 0.231] [lr 0.001333] [CE 4.263 (4.227)] [KD 3.674 (3.572)] 2024-10-13 20:24:32,875 - Train: 53.90% [674350/1251000] [539.0/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001333] [CE 4.100 (4.296)] [KD 3.590 (3.642)] 2024-10-13 20:24:45,612 - Train: 53.91% [674400/1251000] [539.1/1000.0] [batch_t 0.224 (0.255)] [data_t 0.007] [optim_t 0.217] [lr 0.001333] [CE 4.046 (4.289)] [KD 3.590 (3.591)] 2024-10-13 20:24:57,531 - Train: 53.91% [674450/1251000] [539.1/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.001333] [CE 4.234 (4.297)] [KD 3.400 (3.656)] 2024-10-13 20:25:09,702 - Train: 53.92% [674500/1251000] [539.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.001333] [CE 4.196 (4.231)] [KD 3.490 (3.586)] 2024-10-13 20:25:21,783 - Train: 53.92% [674550/1251000] [539.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.006] [optim_t 0.225] [lr 0.001333] [CE 4.658 (4.319)] [KD 3.887 (3.604)] 2024-10-13 20:25:34,487 - Train: 53.92% [674600/1251000] [539.2/1000.0] [batch_t 0.239 (0.254)] [data_t 0.006] [optim_t 0.232] [lr 0.001332] [CE 4.326 (4.257)] [KD 3.595 (3.631)] 2024-10-13 20:25:47,002 - Train: 53.93% [674650/1251000] [539.3/1000.0] [batch_t 0.235 (0.250)] [data_t 0.007] [optim_t 0.228] [lr 0.001332] [CE 4.236 (4.310)] [KD 3.578 (3.671)] 2024-10-13 20:25:59,130 - Train: 53.93% [674700/1251000] [539.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.234] [lr 0.001332] [CE 4.528 (4.321)] [KD 3.712 (3.645)] 2024-10-13 20:26:11,241 - Train: 53.94% [674750/1251000] [539.4/1000.0] [batch_t 0.223 (0.242)] [data_t 0.008] [optim_t 0.215] [lr 0.001332] [CE 3.959 (4.202)] [KD 3.696 (3.608)] 2024-10-13 20:26:24,295 - Train: 53.94% [674800/1251000] [539.4/1000.0] [batch_t 0.232 (0.261)] [data_t 0.010] [optim_t 0.223] [lr 0.001332] [CE 3.992 (4.344)] [KD 3.287 (3.630)] 2024-10-13 20:26:36,862 - Train: 53.94% [674850/1251000] [539.4/1000.0] [batch_t 0.226 (0.251)] [data_t 0.011] [optim_t 0.215] [lr 0.001331] [CE 4.410 (4.337)] [KD 3.501 (3.699)] 2024-10-13 20:26:48,776 - Train: 53.95% [674900/1251000] [539.5/1000.0] [batch_t 0.243 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.001331] [CE 4.625 (4.272)] [KD 3.741 (3.644)] 2024-10-13 20:27:01,372 - Train: 53.95% [674950/1251000] [539.5/1000.0] [batch_t 0.221 (0.252)] [data_t 0.009] [optim_t 0.212] [lr 0.001331] [CE 4.553 (4.263)] [KD 3.851 (3.624)] 2024-10-13 20:27:14,070 - Train: 53.96% [675000/1251000] [539.6/1000.0] [batch_t 0.219 (0.254)] [data_t 0.008] [optim_t 0.210] [lr 0.001331] [CE 4.409 (4.321)] [KD 3.668 (3.609)] 2024-10-13 20:27:26,411 - Train: 53.96% [675050/1251000] [539.6/1000.0] [batch_t 0.248 (0.247)] [data_t 0.006] [optim_t 0.242] [lr 0.001331] [CE 3.980 (4.270)] [KD 3.380 (3.658)] 2024-10-13 20:27:39,218 - Train: 53.96% [675100/1251000] [539.6/1000.0] [batch_t 0.567 (0.256)] [data_t 0.008] [optim_t 0.559] [lr 0.001331] [CE 4.592 (4.226)] [KD 3.555 (3.627)] 2024-10-13 20:27:51,209 - Train: 53.97% [675150/1251000] [539.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.006] [optim_t 0.231] [lr 0.001330] [CE 4.326 (4.243)] [KD 3.586 (3.612)] 2024-10-13 20:28:03,563 - Train: 53.97% [675200/1251000] [539.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.008] [optim_t 0.226] [lr 0.001330] [CE 4.185 (4.297)] [KD 3.595 (3.636)] 2024-10-13 20:28:16,335 - Train: 53.98% [675250/1251000] [539.8/1000.0] [batch_t 0.216 (0.255)] [data_t 0.007] [optim_t 0.209] [lr 0.001330] [CE 4.429 (4.357)] [KD 3.759 (3.701)] 2024-10-13 20:28:28,681 - Train: 53.98% [675300/1251000] [539.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.230] [lr 0.001330] [CE 3.855 (4.263)] [KD 3.454 (3.649)] 2024-10-13 20:28:40,751 - Train: 53.98% [675350/1251000] [539.8/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001330] [CE 4.359 (4.325)] [KD 3.730 (3.654)] 2024-10-13 20:28:53,375 - Train: 53.99% [675400/1251000] [539.9/1000.0] [batch_t 0.224 (0.252)] [data_t 0.007] [optim_t 0.217] [lr 0.001329] [CE 4.431 (4.291)] [KD 3.626 (3.626)] 2024-10-13 20:29:05,823 - Train: 53.99% [675450/1251000] [539.9/1000.0] [batch_t 0.225 (0.249)] [data_t 0.006] [optim_t 0.218] [lr 0.001329] [CE 3.882 (4.203)] [KD 3.390 (3.632)] 2024-10-13 20:29:17,611 - Train: 54.00% [675500/1251000] [540.0/1000.0] [batch_t 0.231 (0.236)] [data_t 0.006] [optim_t 0.225] [lr 0.001329] [CE 4.157 (4.281)] [KD 3.601 (3.685)] 2024-10-13 20:29:35,835 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 37162] [top5_cnt 46119] [top_all 50000] 2024-10-13 20:29:35,836 - net: 74.324 (92.238) 2024-10-13 20:29:45,225 - Test (net_E): 100.00% [50/50] [batch_t 0.578 (0.172)] [top1_cnt 39226] [top5_cnt 47059] [top_all 50000] 2024-10-13 20:29:45,226 - net_E: 78.452 (94.118) 2024-10-13 20:29:45,434 - Max [top1: 74.774 (epoch: 537)] [top1-ema: 78.464 (epoch: 535)] 2024-10-13 20:29:45,434 - ==> Total time: 1 day, 23:51:38 Eta: 1 day, 16:46:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:29:59,897 - Train: 54.00% [675550/1251000] [540.0/1000.0] [batch_t 0.242 (0.293)] [data_t 0.009] [optim_t 0.234] [lr 0.001329] [CE 4.300 (4.460)] [KD 3.713 (3.695)] 2024-10-13 20:30:12,715 - Train: 54.00% [675600/1251000] [540.0/1000.0] [batch_t 0.217 (0.256)] [data_t 0.007] [optim_t 0.210] [lr 0.001329] [CE 4.701 (4.333)] [KD 3.782 (3.602)] 2024-10-13 20:30:24,827 - Train: 54.01% [675650/1251000] [540.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.011] [optim_t 0.223] [lr 0.001328] [CE 3.832 (4.294)] [KD 3.401 (3.679)] 2024-10-13 20:30:37,047 - Train: 54.01% [675700/1251000] [540.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001328] [CE 3.975 (4.318)] [KD 3.442 (3.668)] 2024-10-13 20:30:48,788 - Train: 54.02% [675750/1251000] [540.2/1000.0] [batch_t 0.219 (0.235)] [data_t 0.007] [optim_t 0.212] [lr 0.001328] [CE 4.780 (4.338)] [KD 3.963 (3.694)] 2024-10-13 20:31:00,926 - Train: 54.02% [675800/1251000] [540.2/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.001328] [CE 4.341 (4.336)] [KD 3.582 (3.644)] 2024-10-13 20:31:12,659 - Train: 54.02% [675850/1251000] [540.2/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.001328] [CE 4.288 (4.280)] [KD 3.749 (3.591)] 2024-10-13 20:31:24,959 - Train: 54.03% [675900/1251000] [540.3/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.001328] [CE 4.465 (4.245)] [KD 3.864 (3.665)] 2024-10-13 20:31:37,022 - Train: 54.03% [675950/1251000] [540.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.001327] [CE 4.469 (4.323)] [KD 3.629 (3.639)] 2024-10-13 20:31:49,093 - Train: 54.04% [676000/1251000] [540.4/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.216] [lr 0.001327] [CE 4.515 (4.335)] [KD 3.727 (3.679)] 2024-10-13 20:32:00,806 - Train: 54.04% [676050/1251000] [540.4/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.001327] [CE 4.564 (4.277)] [KD 3.770 (3.635)] 2024-10-13 20:32:13,103 - Train: 54.04% [676100/1251000] [540.4/1000.0] [batch_t 0.240 (0.246)] [data_t 0.008] [optim_t 0.232] [lr 0.001327] [CE 4.769 (4.328)] [KD 3.784 (3.658)] 2024-10-13 20:32:25,111 - Train: 54.05% [676150/1251000] [540.5/1000.0] [batch_t 0.223 (0.240)] [data_t 0.010] [optim_t 0.213] [lr 0.001327] [CE 4.765 (4.294)] [KD 3.940 (3.701)] 2024-10-13 20:32:37,148 - Train: 54.05% [676200/1251000] [540.5/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.001326] [CE 3.845 (4.317)] [KD 3.409 (3.667)] 2024-10-13 20:32:49,037 - Train: 54.06% [676250/1251000] [540.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001326] [CE 4.506 (4.325)] [KD 3.761 (3.659)] 2024-10-13 20:33:00,996 - Train: 54.06% [676300/1251000] [540.6/1000.0] [batch_t 0.232 (0.239)] [data_t 0.010] [optim_t 0.222] [lr 0.001326] [CE 4.593 (4.419)] [KD 3.670 (3.698)] 2024-10-13 20:33:12,902 - Train: 54.06% [676350/1251000] [540.6/1000.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.001326] [CE 4.228 (4.266)] [KD 3.558 (3.632)] 2024-10-13 20:33:25,090 - Train: 54.07% [676400/1251000] [540.7/1000.0] [batch_t 0.245 (0.244)] [data_t 0.011] [optim_t 0.234] [lr 0.001326] [CE 4.105 (4.330)] [KD 3.674 (3.714)] 2024-10-13 20:33:37,417 - Train: 54.07% [676450/1251000] [540.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.001326] [CE 4.666 (4.298)] [KD 3.673 (3.692)] 2024-10-13 20:33:49,359 - Train: 54.08% [676500/1251000] [540.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.001325] [CE 3.757 (4.271)] [KD 3.312 (3.666)] 2024-10-13 20:34:01,484 - Train: 54.08% [676550/1251000] [540.8/1000.0] [batch_t 0.227 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.001325] [CE 3.816 (4.279)] [KD 3.425 (3.634)] 2024-10-13 20:34:13,407 - Train: 54.08% [676600/1251000] [540.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.008] [optim_t 0.226] [lr 0.001325] [CE 3.794 (4.328)] [KD 3.574 (3.673)] 2024-10-13 20:34:25,771 - Train: 54.09% [676650/1251000] [540.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.010] [optim_t 0.224] [lr 0.001325] [CE 4.113 (4.299)] [KD 3.471 (3.684)] 2024-10-13 20:34:37,842 - Train: 54.09% [676700/1251000] [540.9/1000.0] [batch_t 0.255 (0.241)] [data_t 0.010] [optim_t 0.245] [lr 0.001325] [CE 3.969 (4.353)] [KD 3.565 (3.664)] 2024-10-13 20:34:50,080 - Train: 54.10% [676750/1251000] [541.0/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.223] [lr 0.001324] [CE 3.846 (4.367)] [KD 3.473 (3.687)] 2024-10-13 20:35:08,532 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 37304] [top5_cnt 46232] [top_all 50000] 2024-10-13 20:35:08,532 - net: 74.608 (92.464) 2024-10-13 20:35:18,232 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.178)] [top1_cnt 39243] [top5_cnt 47055] [top_all 50000] 2024-10-13 20:35:18,232 - net_E: 78.486 (94.110) 2024-10-13 20:35:18,470 - Max [top1: 74.774 (epoch: 537)] [top1-ema: 78.486 (epoch: 541)] 2024-10-13 20:35:18,471 - ==> Total time: 1 day, 23:57:11 Eta: 1 day, 16:41:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:35:33,826 - Train: 54.10% [676800/1251000] [541.0/1000.0] [batch_t 0.220 (0.295)] [data_t 0.007] [optim_t 0.213] [lr 0.001324] [CE 4.295 (4.348)] [KD 3.653 (3.672)] 2024-10-13 20:35:45,557 - Train: 54.10% [676850/1251000] [541.0/1000.0] [batch_t 0.229 (0.234)] [data_t 0.010] [optim_t 0.219] [lr 0.001324] [CE 4.482 (4.320)] [KD 3.890 (3.629)] 2024-10-13 20:35:58,080 - Train: 54.11% [676900/1251000] [541.1/1000.0] [batch_t 0.228 (0.250)] [data_t 0.009] [optim_t 0.219] [lr 0.001324] [CE 3.938 (4.363)] [KD 3.529 (3.688)] 2024-10-13 20:36:10,109 - Train: 54.11% [676950/1251000] [541.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.001324] [CE 4.054 (4.294)] [KD 3.525 (3.704)] 2024-10-13 20:36:22,355 - Train: 54.12% [677000/1251000] [541.2/1000.0] [batch_t 0.244 (0.245)] [data_t 0.008] [optim_t 0.236] [lr 0.001323] [CE 4.097 (4.376)] [KD 3.298 (3.686)] 2024-10-13 20:36:34,424 - Train: 54.12% [677050/1251000] [541.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.001323] [CE 4.103 (4.240)] [KD 3.462 (3.583)] 2024-10-13 20:36:46,565 - Train: 54.12% [677100/1251000] [541.2/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001323] [CE 4.466 (4.268)] [KD 3.788 (3.609)] 2024-10-13 20:36:58,401 - Train: 54.13% [677150/1251000] [541.3/1000.0] [batch_t 0.223 (0.237)] [data_t 0.008] [optim_t 0.215] [lr 0.001323] [CE 4.145 (4.311)] [KD 3.399 (3.694)] 2024-10-13 20:37:10,620 - Train: 54.13% [677200/1251000] [541.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.001323] [CE 4.781 (4.309)] [KD 3.856 (3.646)] 2024-10-13 20:37:22,382 - Train: 54.14% [677250/1251000] [541.4/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.001323] [CE 4.275 (4.287)] [KD 3.675 (3.631)] 2024-10-13 20:37:34,728 - Train: 54.14% [677300/1251000] [541.4/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.001322] [CE 4.057 (4.266)] [KD 3.537 (3.625)] 2024-10-13 20:37:46,539 - Train: 54.14% [677350/1251000] [541.4/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.001322] [CE 4.189 (4.277)] [KD 3.450 (3.628)] 2024-10-13 20:37:58,253 - Train: 54.15% [677400/1251000] [541.5/1000.0] [batch_t 0.221 (0.234)] [data_t 0.006] [optim_t 0.215] [lr 0.001322] [CE 4.662 (4.319)] [KD 3.587 (3.677)] 2024-10-13 20:38:10,717 - Train: 54.15% [677450/1251000] [541.5/1000.0] [batch_t 0.221 (0.249)] [data_t 0.010] [optim_t 0.211] [lr 0.001322] [CE 4.392 (4.316)] [KD 3.899 (3.680)] 2024-10-13 20:38:22,811 - Train: 54.16% [677500/1251000] [541.6/1000.0] [batch_t 0.243 (0.242)] [data_t 0.008] [optim_t 0.234] [lr 0.001322] [CE 4.637 (4.361)] [KD 3.759 (3.675)] 2024-10-13 20:38:34,670 - Train: 54.16% [677550/1251000] [541.6/1000.0] [batch_t 0.225 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.001321] [CE 4.348 (4.276)] [KD 3.476 (3.641)] 2024-10-13 20:38:46,741 - Train: 54.16% [677600/1251000] [541.6/1000.0] [batch_t 0.236 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.001321] [CE 4.735 (4.196)] [KD 3.955 (3.624)] 2024-10-13 20:38:58,403 - Train: 54.17% [677650/1251000] [541.7/1000.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.001321] [CE 3.882 (4.358)] [KD 3.426 (3.699)] 2024-10-13 20:39:10,704 - Train: 54.17% [677700/1251000] [541.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.010] [optim_t 0.227] [lr 0.001321] [CE 4.629 (4.347)] [KD 3.799 (3.719)] 2024-10-13 20:39:23,799 - Train: 54.18% [677750/1251000] [541.8/1000.0] [batch_t 0.228 (0.262)] [data_t 0.010] [optim_t 0.219] [lr 0.001321] [CE 4.597 (4.302)] [KD 3.813 (3.667)] 2024-10-13 20:39:35,774 - Train: 54.18% [677800/1251000] [541.8/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.001321] [CE 3.607 (4.304)] [KD 3.157 (3.617)] 2024-10-13 20:39:47,863 - Train: 54.18% [677850/1251000] [541.8/1000.0] [batch_t 0.250 (0.242)] [data_t 0.010] [optim_t 0.239] [lr 0.001320] [CE 4.215 (4.278)] [KD 3.413 (3.640)] 2024-10-13 20:40:00,304 - Train: 54.19% [677900/1251000] [541.9/1000.0] [batch_t 0.227 (0.249)] [data_t 0.009] [optim_t 0.218] [lr 0.001320] [CE 4.541 (4.374)] [KD 3.726 (3.665)] 2024-10-13 20:40:12,533 - Train: 54.19% [677950/1251000] [541.9/1000.0] [batch_t 0.439 (0.244)] [data_t 0.007] [optim_t 0.432] [lr 0.001320] [CE 3.691 (4.282)] [KD 3.426 (3.616)] 2024-10-13 20:40:24,641 - Train: 54.20% [678000/1251000] [542.0/1000.0] [batch_t 0.243 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.001320] [CE 4.051 (4.240)] [KD 3.595 (3.609)] 2024-10-13 20:40:44,689 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.178)] [top1_cnt 37339] [top5_cnt 46199] [top_all 50000] 2024-10-13 20:40:44,690 - net: 74.678 (92.398) 2024-10-13 20:40:53,443 - Test (net_E): 100.00% [50/50] [batch_t 0.088 (0.159)] [top1_cnt 39255] [top5_cnt 47061] [top_all 50000] 2024-10-13 20:40:53,444 - net_E: 78.510 (94.122) 2024-10-13 20:40:53,645 - Max [top1: 74.774 (epoch: 537)] [top1-ema: 78.510 (epoch: 542)] 2024-10-13 20:40:53,645 - ==> Total time: 2 days, 0:02:46 Eta: 1 day, 16:35:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:41:09,374 - Train: 54.20% [678050/1251000] [542.0/1000.0] [batch_t 0.218 (0.321)] [data_t 0.010] [optim_t 0.207] [lr 0.001320] [CE 4.501 (4.326)] [KD 3.552 (3.552)] 2024-10-13 20:41:21,301 - Train: 54.20% [678100/1251000] [542.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.227] [lr 0.001319] [CE 4.068 (4.343)] [KD 3.474 (3.634)] 2024-10-13 20:41:33,954 - Train: 54.21% [678150/1251000] [542.1/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.001319] [CE 4.557 (4.291)] [KD 3.698 (3.589)] 2024-10-13 20:41:45,864 - Train: 54.21% [678200/1251000] [542.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.008] [optim_t 0.226] [lr 0.001319] [CE 4.439 (4.252)] [KD 3.749 (3.606)] 2024-10-13 20:41:57,845 - Train: 54.22% [678250/1251000] [542.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001319] [CE 4.754 (4.253)] [KD 3.909 (3.585)] 2024-10-13 20:42:10,020 - Train: 54.22% [678300/1251000] [542.2/1000.0] [batch_t 0.221 (0.243)] [data_t 0.011] [optim_t 0.210] [lr 0.001319] [CE 4.296 (4.305)] [KD 3.543 (3.629)] 2024-10-13 20:42:22,377 - Train: 54.22% [678350/1251000] [542.2/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.001318] [CE 4.511 (4.251)] [KD 3.473 (3.615)] 2024-10-13 20:42:34,317 - Train: 54.23% [678400/1251000] [542.3/1000.0] [batch_t 0.219 (0.239)] [data_t 0.008] [optim_t 0.211] [lr 0.001318] [CE 4.753 (4.270)] [KD 3.968 (3.601)] 2024-10-13 20:42:46,984 - Train: 54.23% [678450/1251000] [542.3/1000.0] [batch_t 0.235 (0.253)] [data_t 0.010] [optim_t 0.226] [lr 0.001318] [CE 4.569 (4.288)] [KD 3.869 (3.607)] 2024-10-13 20:42:58,700 - Train: 54.24% [678500/1251000] [542.4/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.001318] [CE 4.100 (4.357)] [KD 3.502 (3.649)] 2024-10-13 20:43:10,669 - Train: 54.24% [678550/1251000] [542.4/1000.0] [batch_t 0.244 (0.239)] [data_t 0.007] [optim_t 0.236] [lr 0.001318] [CE 4.231 (4.258)] [KD 3.730 (3.593)] 2024-10-13 20:43:23,228 - Train: 54.24% [678600/1251000] [542.4/1000.0] [batch_t 0.238 (0.251)] [data_t 0.007] [optim_t 0.231] [lr 0.001318] [CE 4.815 (4.280)] [KD 3.854 (3.588)] 2024-10-13 20:43:35,739 - Train: 54.25% [678650/1251000] [542.5/1000.0] [batch_t 0.263 (0.250)] [data_t 0.008] [optim_t 0.255] [lr 0.001317] [CE 4.557 (4.263)] [KD 3.823 (3.584)] 2024-10-13 20:43:47,860 - Train: 54.25% [678700/1251000] [542.5/1000.0] [batch_t 0.223 (0.242)] [data_t 0.009] [optim_t 0.214] [lr 0.001317] [CE 4.179 (4.296)] [KD 3.580 (3.634)] 2024-10-13 20:43:59,896 - Train: 54.26% [678750/1251000] [542.6/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.001317] [CE 3.892 (4.312)] [KD 3.512 (3.646)] 2024-10-13 20:44:12,152 - Train: 54.26% [678800/1251000] [542.6/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001317] [CE 4.010 (4.202)] [KD 3.443 (3.596)] 2024-10-13 20:44:24,280 - Train: 54.26% [678850/1251000] [542.6/1000.0] [batch_t 0.250 (0.242)] [data_t 0.009] [optim_t 0.241] [lr 0.001317] [CE 4.368 (4.361)] [KD 3.515 (3.664)] 2024-10-13 20:44:36,941 - Train: 54.27% [678900/1251000] [542.7/1000.0] [batch_t 0.233 (0.253)] [data_t 0.007] [optim_t 0.226] [lr 0.001316] [CE 4.027 (4.332)] [KD 3.503 (3.629)] 2024-10-13 20:44:48,776 - Train: 54.27% [678950/1251000] [542.7/1000.0] [batch_t 0.220 (0.236)] [data_t 0.006] [optim_t 0.214] [lr 0.001316] [CE 4.109 (4.286)] [KD 3.440 (3.624)] 2024-10-13 20:45:00,662 - Train: 54.28% [679000/1251000] [542.8/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.001316] [CE 4.473 (4.377)] [KD 3.871 (3.663)] 2024-10-13 20:45:13,548 - Train: 54.28% [679050/1251000] [542.8/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.001316] [CE 3.389 (4.299)] [KD 3.317 (3.671)] 2024-10-13 20:45:25,573 - Train: 54.28% [679100/1251000] [542.8/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001316] [CE 4.680 (4.339)] [KD 3.935 (3.708)] 2024-10-13 20:45:37,819 - Train: 54.29% [679150/1251000] [542.9/1000.0] [batch_t 0.244 (0.245)] [data_t 0.010] [optim_t 0.234] [lr 0.001316] [CE 4.173 (4.250)] [KD 3.660 (3.686)] 2024-10-13 20:45:50,077 - Train: 54.29% [679200/1251000] [542.9/1000.0] [batch_t 0.228 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.001315] [CE 4.606 (4.258)] [KD 3.832 (3.679)] 2024-10-13 20:46:02,325 - Train: 54.30% [679250/1251000] [543.0/1000.0] [batch_t 0.263 (0.245)] [data_t 0.010] [optim_t 0.253] [lr 0.001315] [CE 4.596 (4.390)] [KD 3.735 (3.766)] 2024-10-13 20:46:21,840 - Test (net): 100.00% [50/50] [batch_t 0.275 (0.179)] [top1_cnt 37210] [top5_cnt 46118] [top_all 50000] 2024-10-13 20:46:21,841 - net: 74.420 (92.236) 2024-10-13 20:46:30,829 - Test (net_E): 100.00% [50/50] [batch_t 0.046 (0.163)] [top1_cnt 39257] [top5_cnt 47055] [top_all 50000] 2024-10-13 20:46:30,829 - net_E: 78.514 (94.110) 2024-10-13 20:46:31,030 - Max [top1: 74.774 (epoch: 537)] [top1-ema: 78.514 (epoch: 543)] 2024-10-13 20:46:31,030 - ==> Total time: 2 days, 0:08:23 Eta: 1 day, 16:30:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:46:45,511 - Train: 54.30% [679300/1251000] [543.0/1000.0] [batch_t 0.230 (0.303)] [data_t 0.008] [optim_t 0.221] [lr 0.001315] [CE 4.141 (4.114)] [KD 3.635 (3.507)] 2024-10-13 20:46:57,892 - Train: 54.30% [679350/1251000] [543.0/1000.0] [batch_t 0.235 (0.247)] [data_t 0.010] [optim_t 0.226] [lr 0.001315] [CE 4.142 (4.273)] [KD 3.520 (3.635)] 2024-10-13 20:47:10,575 - Train: 54.31% [679400/1251000] [543.1/1000.0] [batch_t 0.238 (0.254)] [data_t 0.010] [optim_t 0.228] [lr 0.001315] [CE 4.404 (4.337)] [KD 3.654 (3.666)] 2024-10-13 20:47:22,851 - Train: 54.31% [679450/1251000] [543.1/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.001314] [CE 3.694 (4.286)] [KD 3.066 (3.590)] 2024-10-13 20:47:34,823 - Train: 54.32% [679500/1251000] [543.2/1000.0] [batch_t 0.222 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.001314] [CE 4.300 (4.288)] [KD 3.470 (3.565)] 2024-10-13 20:47:47,438 - Train: 54.32% [679550/1251000] [543.2/1000.0] [batch_t 0.231 (0.252)] [data_t 0.006] [optim_t 0.225] [lr 0.001314] [CE 4.138 (4.281)] [KD 3.358 (3.579)] 2024-10-13 20:47:59,441 - Train: 54.32% [679600/1251000] [543.2/1000.0] [batch_t 0.222 (0.240)] [data_t 0.010] [optim_t 0.212] [lr 0.001314] [CE 4.315 (4.382)] [KD 3.744 (3.693)] 2024-10-13 20:48:11,442 - Train: 54.33% [679650/1251000] [543.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.001314] [CE 3.805 (4.298)] [KD 3.254 (3.687)] 2024-10-13 20:48:23,582 - Train: 54.33% [679700/1251000] [543.3/1000.0] [batch_t 0.241 (0.243)] [data_t 0.010] [optim_t 0.231] [lr 0.001314] [CE 3.953 (4.278)] [KD 3.404 (3.676)] 2024-10-13 20:48:36,251 - Train: 54.34% [679750/1251000] [543.4/1000.0] [batch_t 0.229 (0.253)] [data_t 0.008] [optim_t 0.221] [lr 0.001313] [CE 4.236 (4.307)] [KD 3.639 (3.648)] 2024-10-13 20:48:47,979 - Train: 54.34% [679800/1251000] [543.4/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.001313] [CE 4.061 (4.204)] [KD 3.572 (3.598)] 2024-10-13 20:48:59,923 - Train: 54.34% [679850/1251000] [543.4/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.001313] [CE 4.116 (4.246)] [KD 3.591 (3.646)] 2024-10-13 20:49:12,089 - Train: 54.35% [679900/1251000] [543.5/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.001313] [CE 4.071 (4.286)] [KD 3.517 (3.706)] 2024-10-13 20:49:24,017 - Train: 54.35% [679950/1251000] [543.5/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.001313] [CE 4.298 (4.285)] [KD 3.590 (3.598)] 2024-10-13 20:49:36,105 - Train: 54.36% [680000/1251000] [543.6/1000.0] [batch_t 0.222 (0.242)] [data_t 0.009] [optim_t 0.214] [lr 0.001312] [CE 4.852 (4.273)] [KD 3.792 (3.592)] 2024-10-13 20:49:48,352 - Train: 54.36% [680050/1251000] [543.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001312] [CE 4.040 (4.238)] [KD 3.570 (3.589)] 2024-10-13 20:50:00,256 - Train: 54.36% [680100/1251000] [543.6/1000.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.237] [lr 0.001312] [CE 4.136 (4.293)] [KD 3.373 (3.566)] 2024-10-13 20:50:12,346 - Train: 54.37% [680150/1251000] [543.7/1000.0] [batch_t 0.228 (0.242)] [data_t 0.006] [optim_t 0.222] [lr 0.001312] [CE 3.819 (4.372)] [KD 3.615 (3.703)] 2024-10-13 20:50:24,389 - Train: 54.37% [680200/1251000] [543.7/1000.0] [batch_t 0.227 (0.241)] [data_t 0.006] [optim_t 0.221] [lr 0.001312] [CE 4.798 (4.274)] [KD 3.927 (3.643)] 2024-10-13 20:50:36,342 - Train: 54.38% [680250/1251000] [543.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.007] [optim_t 0.231] [lr 0.001311] [CE 4.241 (4.307)] [KD 3.629 (3.622)] 2024-10-13 20:50:48,351 - Train: 54.38% [680300/1251000] [543.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.231] [lr 0.001311] [CE 4.236 (4.314)] [KD 3.705 (3.704)] 2024-10-13 20:51:00,815 - Train: 54.38% [680350/1251000] [543.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.001311] [CE 4.176 (4.281)] [KD 3.636 (3.642)] 2024-10-13 20:51:12,953 - Train: 54.39% [680400/1251000] [543.9/1000.0] [batch_t 0.226 (0.243)] [data_t 0.010] [optim_t 0.216] [lr 0.001311] [CE 4.531 (4.314)] [KD 3.768 (3.675)] 2024-10-13 20:51:24,849 - Train: 54.39% [680450/1251000] [543.9/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.001311] [CE 4.486 (4.260)] [KD 3.506 (3.618)] 2024-10-13 20:51:37,132 - Train: 54.40% [680500/1251000] [544.0/1000.0] [batch_t 0.229 (0.245)] [data_t 0.010] [optim_t 0.219] [lr 0.001311] [CE 4.110 (4.258)] [KD 3.515 (3.656)] 2024-10-13 20:51:57,208 - Test (net): 100.00% [50/50] [batch_t 0.258 (0.178)] [top1_cnt 37512] [top5_cnt 46227] [top_all 50000] 2024-10-13 20:51:57,208 - net: 75.024 (92.454) 2024-10-13 20:52:06,206 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.163)] [top1_cnt 39245] [top5_cnt 47073] [top_all 50000] 2024-10-13 20:52:06,207 - net_E: 78.490 (94.146) 2024-10-13 20:52:06,403 - Max [top1: 75.024 (epoch: 544)] [top1-ema: 78.514 (epoch: 543)] 2024-10-13 20:52:06,403 - ==> Total time: 2 days, 0:13:59 Eta: 1 day, 16:25:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:52:20,391 - Train: 54.40% [680550/1251000] [544.0/1000.0] [batch_t 0.210 (0.357)] [data_t 0.007] [optim_t 0.203] [lr 0.001310] [CE 4.019 (4.030)] [KD 3.550 (3.523)] 2024-10-13 20:52:32,278 - Train: 54.40% [680600/1251000] [544.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.001310] [CE 4.004 (4.243)] [KD 3.631 (3.643)] 2024-10-13 20:52:44,746 - Train: 54.41% [680650/1251000] [544.1/1000.0] [batch_t 0.219 (0.249)] [data_t 0.007] [optim_t 0.212] [lr 0.001310] [CE 3.999 (4.187)] [KD 3.743 (3.577)] 2024-10-13 20:52:56,847 - Train: 54.41% [680700/1251000] [544.1/1000.0] [batch_t 0.427 (0.242)] [data_t 0.006] [optim_t 0.421] [lr 0.001310] [CE 3.787 (4.263)] [KD 3.481 (3.573)] 2024-10-13 20:53:09,146 - Train: 54.42% [680750/1251000] [544.2/1000.0] [batch_t 0.238 (0.246)] [data_t 0.008] [optim_t 0.230] [lr 0.001310] [CE 3.752 (4.301)] [KD 3.096 (3.603)] 2024-10-13 20:53:21,350 - Train: 54.42% [680800/1251000] [544.2/1000.0] [batch_t 0.226 (0.244)] [data_t 0.007] [optim_t 0.219] [lr 0.001309] [CE 4.099 (4.327)] [KD 3.530 (3.648)] 2024-10-13 20:53:33,587 - Train: 54.42% [680850/1251000] [544.2/1000.0] [batch_t 0.248 (0.245)] [data_t 0.010] [optim_t 0.238] [lr 0.001309] [CE 4.054 (4.344)] [KD 3.605 (3.671)] 2024-10-13 20:53:45,518 - Train: 54.43% [680900/1251000] [544.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.001309] [CE 4.032 (4.248)] [KD 3.289 (3.590)] 2024-10-13 20:53:57,848 - Train: 54.43% [680950/1251000] [544.3/1000.0] [batch_t 0.239 (0.246)] [data_t 0.007] [optim_t 0.232] [lr 0.001309] [CE 4.376 (4.312)] [KD 3.682 (3.630)] 2024-10-13 20:54:10,005 - Train: 54.44% [681000/1251000] [544.4/1000.0] [batch_t 0.250 (0.243)] [data_t 0.010] [optim_t 0.240] [lr 0.001309] [CE 3.739 (4.253)] [KD 3.327 (3.583)] 2024-10-13 20:54:22,222 - Train: 54.44% [681050/1251000] [544.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.001309] [CE 4.471 (4.304)] [KD 3.760 (3.627)] 2024-10-13 20:54:34,410 - Train: 54.44% [681100/1251000] [544.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001308] [CE 4.568 (4.346)] [KD 3.714 (3.624)] 2024-10-13 20:54:46,837 - Train: 54.45% [681150/1251000] [544.5/1000.0] [batch_t 0.226 (0.248)] [data_t 0.008] [optim_t 0.218] [lr 0.001308] [CE 4.031 (4.314)] [KD 3.407 (3.604)] 2024-10-13 20:54:58,749 - Train: 54.45% [681200/1251000] [544.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001308] [CE 4.924 (4.298)] [KD 3.863 (3.613)] 2024-10-13 20:55:11,345 - Train: 54.46% [681250/1251000] [544.6/1000.0] [batch_t 0.231 (0.252)] [data_t 0.009] [optim_t 0.222] [lr 0.001308] [CE 4.108 (4.295)] [KD 3.776 (3.662)] 2024-10-13 20:55:22,974 - Train: 54.46% [681300/1251000] [544.6/1000.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.001308] [CE 4.695 (4.383)] [KD 3.777 (3.649)] 2024-10-13 20:55:35,883 - Train: 54.46% [681350/1251000] [544.6/1000.0] [batch_t 0.250 (0.258)] [data_t 0.008] [optim_t 0.242] [lr 0.001307] [CE 4.814 (4.414)] [KD 3.826 (3.691)] 2024-10-13 20:55:48,250 - Train: 54.47% [681400/1251000] [544.7/1000.0] [batch_t 0.241 (0.247)] [data_t 0.007] [optim_t 0.235] [lr 0.001307] [CE 4.490 (4.216)] [KD 3.950 (3.572)] 2024-10-13 20:56:00,447 - Train: 54.47% [681450/1251000] [544.7/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.001307] [CE 3.640 (4.292)] [KD 3.136 (3.568)] 2024-10-13 20:56:12,580 - Train: 54.48% [681500/1251000] [544.8/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.234] [lr 0.001307] [CE 4.104 (4.370)] [KD 3.471 (3.681)] 2024-10-13 20:56:25,069 - Train: 54.48% [681550/1251000] [544.8/1000.0] [batch_t 0.226 (0.250)] [data_t 0.010] [optim_t 0.215] [lr 0.001307] [CE 3.928 (4.281)] [KD 3.356 (3.632)] 2024-10-13 20:56:37,059 - Train: 54.48% [681600/1251000] [544.8/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.001306] [CE 4.322 (4.248)] [KD 3.445 (3.567)] 2024-10-13 20:56:49,756 - Train: 54.49% [681650/1251000] [544.9/1000.0] [batch_t 0.256 (0.254)] [data_t 0.009] [optim_t 0.247] [lr 0.001306] [CE 4.209 (4.240)] [KD 3.502 (3.607)] 2024-10-13 20:57:01,616 - Train: 54.49% [681700/1251000] [544.9/1000.0] [batch_t 0.254 (0.237)] [data_t 0.010] [optim_t 0.243] [lr 0.001306] [CE 4.383 (4.349)] [KD 3.847 (3.680)] 2024-10-13 20:57:13,979 - Train: 54.50% [681750/1251000] [545.0/1000.0] [batch_t 0.224 (0.247)] [data_t 0.010] [optim_t 0.214] [lr 0.001306] [CE 3.593 (4.303)] [KD 3.299 (3.668)] 2024-10-13 20:57:33,473 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 37213] [top5_cnt 46131] [top_all 50000] 2024-10-13 20:57:33,474 - net: 74.426 (92.262) 2024-10-13 20:57:43,020 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.175)] [top1_cnt 39220] [top5_cnt 47065] [top_all 50000] 2024-10-13 20:57:43,021 - net_E: 78.440 (94.130) 2024-10-13 20:57:43,280 - Max [top1: 75.024 (epoch: 544)] [top1-ema: 78.514 (epoch: 543)] 2024-10-13 20:57:43,281 - ==> Total time: 2 days, 0:19:36 Eta: 1 day, 16:20:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 20:57:48,209 - Train: 54.50% [681800/1251000] [545.0/1000.0] [batch_t 0.248 (0.365)] [data_t 0.007] [optim_t 0.241] [lr 0.001306] [CE 4.024 (4.221)] [KD 3.763 (3.568)] 2024-10-13 20:58:00,220 - Train: 54.50% [681850/1251000] [545.0/1000.0] [batch_t 0.223 (0.240)] [data_t 0.007] [optim_t 0.215] [lr 0.001306] [CE 3.969 (4.269)] [KD 3.464 (3.557)] 2024-10-13 20:58:13,006 - Train: 54.51% [681900/1251000] [545.1/1000.0] [batch_t 0.232 (0.256)] [data_t 0.008] [optim_t 0.224] [lr 0.001305] [CE 4.106 (4.240)] [KD 3.440 (3.574)] 2024-10-13 20:58:24,865 - Train: 54.51% [681950/1251000] [545.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001305] [CE 4.167 (4.312)] [KD 3.530 (3.580)] 2024-10-13 20:58:37,186 - Train: 54.52% [682000/1251000] [545.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.010] [optim_t 0.225] [lr 0.001305] [CE 4.591 (4.275)] [KD 3.778 (3.580)] 2024-10-13 20:58:49,413 - Train: 54.52% [682050/1251000] [545.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.001305] [CE 3.976 (4.275)] [KD 3.517 (3.630)] 2024-10-13 20:59:01,352 - Train: 54.52% [682100/1251000] [545.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.001305] [CE 3.910 (4.278)] [KD 3.304 (3.617)] 2024-10-13 20:59:13,392 - Train: 54.53% [682150/1251000] [545.3/1000.0] [batch_t 0.228 (0.241)] [data_t 0.010] [optim_t 0.217] [lr 0.001304] [CE 4.614 (4.301)] [KD 3.906 (3.629)] 2024-10-13 20:59:26,083 - Train: 54.53% [682200/1251000] [545.3/1000.0] [batch_t 0.223 (0.254)] [data_t 0.007] [optim_t 0.216] [lr 0.001304] [CE 4.413 (4.204)] [KD 3.579 (3.631)] 2024-10-13 20:59:37,751 - Train: 54.54% [682250/1251000] [545.4/1000.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.001304] [CE 4.036 (4.268)] [KD 3.622 (3.626)] 2024-10-13 20:59:49,726 - Train: 54.54% [682300/1251000] [545.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.001304] [CE 4.344 (4.259)] [KD 3.869 (3.593)] 2024-10-13 21:00:01,930 - Train: 54.54% [682350/1251000] [545.4/1000.0] [batch_t 0.442 (0.244)] [data_t 0.007] [optim_t 0.434] [lr 0.001304] [CE 4.232 (4.298)] [KD 3.467 (3.614)] 2024-10-13 21:00:13,907 - Train: 54.55% [682400/1251000] [545.5/1000.0] [batch_t 0.226 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.001304] [CE 3.996 (4.247)] [KD 3.511 (3.612)] 2024-10-13 21:00:25,861 - Train: 54.55% [682450/1251000] [545.5/1000.0] [batch_t 0.405 (0.239)] [data_t 0.008] [optim_t 0.398] [lr 0.001303] [CE 3.753 (4.274)] [KD 3.405 (3.618)] 2024-10-13 21:00:38,483 - Train: 54.56% [682500/1251000] [545.6/1000.0] [batch_t 0.233 (0.252)] [data_t 0.010] [optim_t 0.224] [lr 0.001303] [CE 4.001 (4.348)] [KD 3.534 (3.608)] 2024-10-13 21:00:50,260 - Train: 54.56% [682550/1251000] [545.6/1000.0] [batch_t 0.237 (0.235)] [data_t 0.007] [optim_t 0.230] [lr 0.001303] [CE 4.614 (4.287)] [KD 3.525 (3.603)] 2024-10-13 21:01:02,374 - Train: 54.56% [682600/1251000] [545.6/1000.0] [batch_t 0.225 (0.242)] [data_t 0.009] [optim_t 0.216] [lr 0.001303] [CE 4.577 (4.354)] [KD 3.943 (3.618)] 2024-10-13 21:01:14,495 - Train: 54.57% [682650/1251000] [545.7/1000.0] [batch_t 0.225 (0.242)] [data_t 0.009] [optim_t 0.216] [lr 0.001303] [CE 3.928 (4.306)] [KD 3.375 (3.603)] 2024-10-13 21:01:26,084 - Train: 54.57% [682700/1251000] [545.7/1000.0] [batch_t 0.225 (0.232)] [data_t 0.010] [optim_t 0.215] [lr 0.001302] [CE 3.831 (4.340)] [KD 3.123 (3.604)] 2024-10-13 21:01:38,365 - Train: 54.58% [682750/1251000] [545.8/1000.0] [batch_t 0.247 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.001302] [CE 4.524 (4.242)] [KD 3.558 (3.580)] 2024-10-13 21:01:50,780 - Train: 54.58% [682800/1251000] [545.8/1000.0] [batch_t 0.238 (0.248)] [data_t 0.011] [optim_t 0.227] [lr 0.001302] [CE 4.379 (4.315)] [KD 3.731 (3.602)] 2024-10-13 21:02:03,184 - Train: 54.58% [682850/1251000] [545.8/1000.0] [batch_t 0.258 (0.248)] [data_t 0.011] [optim_t 0.248] [lr 0.001302] [CE 4.236 (4.328)] [KD 3.675 (3.653)] 2024-10-13 21:02:15,121 - Train: 54.59% [682900/1251000] [545.9/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.001302] [CE 4.080 (4.292)] [KD 3.583 (3.625)] 2024-10-13 21:02:27,085 - Train: 54.59% [682950/1251000] [545.9/1000.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.001302] [CE 4.206 (4.324)] [KD 3.414 (3.662)] 2024-10-13 21:02:39,382 - Train: 54.60% [683000/1251000] [546.0/1000.0] [batch_t 0.224 (0.246)] [data_t 0.007] [optim_t 0.216] [lr 0.001301] [CE 4.216 (4.256)] [KD 3.448 (3.644)] 2024-10-13 21:02:59,483 - Test (net): 100.00% [50/50] [batch_t 0.397 (0.176)] [top1_cnt 37428] [top5_cnt 46151] [top_all 50000] 2024-10-13 21:02:59,484 - net: 74.856 (92.302) 2024-10-13 21:03:08,968 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 39211] [top5_cnt 47050] [top_all 50000] 2024-10-13 21:03:08,969 - net_E: 78.422 (94.100) 2024-10-13 21:03:09,198 - Max [top1: 75.024 (epoch: 544)] [top1-ema: 78.514 (epoch: 543)] 2024-10-13 21:03:09,199 - ==> Total time: 2 days, 0:25:02 Eta: 1 day, 16:15:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:03:13,829 - Train: 54.60% [683050/1251000] [546.0/1000.0] [batch_t 0.232 (0.358)] [data_t 0.006] [optim_t 0.226] [lr 0.001301] [CE 4.328 (4.378)] [KD 3.705 (3.624)] 2024-10-13 21:03:25,957 - Train: 54.60% [683100/1251000] [546.0/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.001301] [CE 3.814 (4.305)] [KD 3.440 (3.644)] 2024-10-13 21:03:38,542 - Train: 54.61% [683150/1251000] [546.1/1000.0] [batch_t 0.234 (0.252)] [data_t 0.010] [optim_t 0.224] [lr 0.001301] [CE 4.045 (4.282)] [KD 3.511 (3.603)] 2024-10-13 21:03:51,045 - Train: 54.61% [683200/1251000] [546.1/1000.0] [batch_t 0.230 (0.250)] [data_t 0.009] [optim_t 0.220] [lr 0.001301] [CE 4.239 (4.285)] [KD 3.470 (3.607)] 2024-10-13 21:04:03,001 - Train: 54.62% [683250/1251000] [546.2/1000.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.001300] [CE 4.365 (4.330)] [KD 3.827 (3.661)] 2024-10-13 21:04:15,133 - Train: 54.62% [683300/1251000] [546.2/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.001300] [CE 4.666 (4.284)] [KD 3.765 (3.611)] 2024-10-13 21:04:27,469 - Train: 54.62% [683350/1251000] [546.2/1000.0] [batch_t 0.227 (0.247)] [data_t 0.011] [optim_t 0.216] [lr 0.001300] [CE 4.642 (4.241)] [KD 3.790 (3.605)] 2024-10-13 21:04:39,635 - Train: 54.63% [683400/1251000] [546.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.001300] [CE 4.541 (4.368)] [KD 3.777 (3.724)] 2024-10-13 21:04:51,635 - Train: 54.63% [683450/1251000] [546.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.001300] [CE 4.231 (4.293)] [KD 3.699 (3.663)] 2024-10-13 21:05:03,788 - Train: 54.64% [683500/1251000] [546.4/1000.0] [batch_t 0.242 (0.243)] [data_t 0.008] [optim_t 0.234] [lr 0.001299] [CE 4.489 (4.319)] [KD 3.804 (3.669)] 2024-10-13 21:05:16,269 - Train: 54.64% [683550/1251000] [546.4/1000.0] [batch_t 0.254 (0.249)] [data_t 0.007] [optim_t 0.247] [lr 0.001299] [CE 3.964 (4.262)] [KD 3.492 (3.612)] 2024-10-13 21:05:28,143 - Train: 54.64% [683600/1251000] [546.4/1000.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.214] [lr 0.001299] [CE 4.542 (4.255)] [KD 3.691 (3.615)] 2024-10-13 21:05:40,293 - Train: 54.65% [683650/1251000] [546.5/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.001299] [CE 4.236 (4.331)] [KD 3.743 (3.706)] 2024-10-13 21:05:52,468 - Train: 54.65% [683700/1251000] [546.5/1000.0] [batch_t 0.246 (0.243)] [data_t 0.010] [optim_t 0.236] [lr 0.001299] [CE 4.009 (4.291)] [KD 3.488 (3.631)] 2024-10-13 21:06:05,015 - Train: 54.66% [683750/1251000] [546.6/1000.0] [batch_t 0.246 (0.251)] [data_t 0.008] [optim_t 0.238] [lr 0.001299] [CE 4.579 (4.319)] [KD 3.780 (3.621)] 2024-10-13 21:06:17,873 - Train: 54.66% [683800/1251000] [546.6/1000.0] [batch_t 0.245 (0.257)] [data_t 0.007] [optim_t 0.238] [lr 0.001298] [CE 4.726 (4.224)] [KD 3.618 (3.581)] 2024-10-13 21:06:30,473 - Train: 54.66% [683850/1251000] [546.6/1000.0] [batch_t 0.238 (0.252)] [data_t 0.006] [optim_t 0.232] [lr 0.001298] [CE 3.664 (4.322)] [KD 3.360 (3.678)] 2024-10-13 21:06:42,618 - Train: 54.67% [683900/1251000] [546.7/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.001298] [CE 4.059 (4.321)] [KD 3.609 (3.663)] 2024-10-13 21:06:55,157 - Train: 54.67% [683950/1251000] [546.7/1000.0] [batch_t 0.234 (0.251)] [data_t 0.010] [optim_t 0.224] [lr 0.001298] [CE 4.224 (4.275)] [KD 3.690 (3.653)] 2024-10-13 21:07:07,204 - Train: 54.68% [684000/1251000] [546.8/1000.0] [batch_t 0.231 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.001298] [CE 4.142 (4.279)] [KD 3.623 (3.622)] 2024-10-13 21:07:19,660 - Train: 54.68% [684050/1251000] [546.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001297] [CE 3.690 (4.333)] [KD 3.393 (3.634)] 2024-10-13 21:07:32,062 - Train: 54.68% [684100/1251000] [546.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.008] [optim_t 0.225] [lr 0.001297] [CE 4.422 (4.259)] [KD 3.700 (3.579)] 2024-10-13 21:07:44,360 - Train: 54.69% [684150/1251000] [546.9/1000.0] [batch_t 0.245 (0.246)] [data_t 0.010] [optim_t 0.235] [lr 0.001297] [CE 3.994 (4.366)] [KD 3.461 (3.655)] 2024-10-13 21:07:56,567 - Train: 54.69% [684200/1251000] [546.9/1000.0] [batch_t 0.245 (0.244)] [data_t 0.008] [optim_t 0.237] [lr 0.001297] [CE 4.653 (4.340)] [KD 3.900 (3.664)] 2024-10-13 21:08:09,304 - Train: 54.70% [684250/1251000] [547.0/1000.0] [batch_t 0.242 (0.255)] [data_t 0.010] [optim_t 0.232] [lr 0.001297] [CE 4.390 (4.284)] [KD 3.686 (3.657)] 2024-10-13 21:08:30,389 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.192)] [top1_cnt 37245] [top5_cnt 46152] [top_all 50000] 2024-10-13 21:08:30,390 - net: 74.490 (92.304) 2024-10-13 21:08:40,498 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.186)] [top1_cnt 39223] [top5_cnt 47073] [top_all 50000] 2024-10-13 21:08:40,498 - net_E: 78.446 (94.146) 2024-10-13 21:08:40,687 - Max [top1: 75.024 (epoch: 544)] [top1-ema: 78.514 (epoch: 543)] 2024-10-13 21:08:40,687 - ==> Total time: 2 days, 0:30:33 Eta: 1 day, 16:10:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:08:44,994 - Train: 54.70% [684300/1251000] [547.0/1000.0] [batch_t 0.227 (0.432)] [data_t 0.009] [optim_t 0.218] [lr 0.001297] [CE 4.632 (4.410)] [KD 3.746 (3.707)] 2024-10-13 21:08:57,136 - Train: 54.70% [684350/1251000] [547.0/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001296] [CE 4.272 (4.235)] [KD 3.525 (3.556)] 2024-10-13 21:09:09,432 - Train: 54.71% [684400/1251000] [547.1/1000.0] [batch_t 0.227 (0.246)] [data_t 0.008] [optim_t 0.218] [lr 0.001296] [CE 4.231 (4.295)] [KD 3.656 (3.562)] 2024-10-13 21:09:21,994 - Train: 54.71% [684450/1251000] [547.1/1000.0] [batch_t 0.214 (0.251)] [data_t 0.010] [optim_t 0.204] [lr 0.001296] [CE 4.316 (4.222)] [KD 3.433 (3.605)] 2024-10-13 21:09:33,760 - Train: 54.72% [684500/1251000] [547.2/1000.0] [batch_t 0.221 (0.235)] [data_t 0.010] [optim_t 0.211] [lr 0.001296] [CE 4.229 (4.393)] [KD 3.620 (3.637)] 2024-10-13 21:09:46,013 - Train: 54.72% [684550/1251000] [547.2/1000.0] [batch_t 0.253 (0.245)] [data_t 0.007] [optim_t 0.246] [lr 0.001296] [CE 3.765 (4.317)] [KD 3.250 (3.559)] 2024-10-13 21:09:57,979 - Train: 54.72% [684600/1251000] [547.2/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.001295] [CE 4.400 (4.285)] [KD 3.689 (3.600)] 2024-10-13 21:10:10,450 - Train: 54.73% [684650/1251000] [547.3/1000.0] [batch_t 0.239 (0.249)] [data_t 0.010] [optim_t 0.229] [lr 0.001295] [CE 4.041 (4.271)] [KD 3.576 (3.636)] 2024-10-13 21:10:22,271 - Train: 54.73% [684700/1251000] [547.3/1000.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.001295] [CE 3.944 (4.327)] [KD 3.410 (3.613)] 2024-10-13 21:10:34,589 - Train: 54.74% [684750/1251000] [547.4/1000.0] [batch_t 0.254 (0.246)] [data_t 0.008] [optim_t 0.246] [lr 0.001295] [CE 4.166 (4.238)] [KD 3.611 (3.563)] 2024-10-13 21:10:46,641 - Train: 54.74% [684800/1251000] [547.4/1000.0] [batch_t 0.225 (0.241)] [data_t 0.010] [optim_t 0.215] [lr 0.001295] [CE 3.780 (4.285)] [KD 3.222 (3.644)] 2024-10-13 21:10:58,742 - Train: 54.74% [684850/1251000] [547.4/1000.0] [batch_t 0.236 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.001294] [CE 3.992 (4.295)] [KD 3.342 (3.580)] 2024-10-13 21:11:10,440 - Train: 54.75% [684900/1251000] [547.5/1000.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.239] [lr 0.001294] [CE 3.318 (4.285)] [KD 3.244 (3.645)] 2024-10-13 21:11:22,331 - Train: 54.75% [684950/1251000] [547.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.010] [optim_t 0.227] [lr 0.001294] [CE 4.259 (4.275)] [KD 3.626 (3.594)] 2024-10-13 21:11:34,457 - Train: 54.76% [685000/1251000] [547.6/1000.0] [batch_t 0.230 (0.242)] [data_t 0.011] [optim_t 0.219] [lr 0.001294] [CE 3.905 (4.300)] [KD 3.329 (3.590)] 2024-10-13 21:11:46,828 - Train: 54.76% [685050/1251000] [547.6/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.001294] [CE 4.504 (4.276)] [KD 3.737 (3.542)] 2024-10-13 21:11:58,554 - Train: 54.76% [685100/1251000] [547.6/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.001294] [CE 4.287 (4.362)] [KD 3.563 (3.659)] 2024-10-13 21:12:10,634 - Train: 54.77% [685150/1251000] [547.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.221] [lr 0.001293] [CE 4.378 (4.232)] [KD 3.609 (3.584)] 2024-10-13 21:12:22,416 - Train: 54.77% [685200/1251000] [547.7/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.228] [lr 0.001293] [CE 4.281 (4.303)] [KD 3.492 (3.639)] 2024-10-13 21:12:34,642 - Train: 54.78% [685250/1251000] [547.8/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001293] [CE 4.181 (4.323)] [KD 3.554 (3.627)] 2024-10-13 21:12:46,718 - Train: 54.78% [685300/1251000] [547.8/1000.0] [batch_t 0.243 (0.241)] [data_t 0.011] [optim_t 0.232] [lr 0.001293] [CE 4.188 (4.253)] [KD 3.557 (3.588)] 2024-10-13 21:12:58,699 - Train: 54.78% [685350/1251000] [547.8/1000.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.001293] [CE 4.579 (4.265)] [KD 3.817 (3.568)] 2024-10-13 21:13:10,892 - Train: 54.79% [685400/1251000] [547.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.001292] [CE 4.592 (4.312)] [KD 3.603 (3.642)] 2024-10-13 21:13:23,176 - Train: 54.79% [685450/1251000] [547.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.010] [optim_t 0.227] [lr 0.001292] [CE 4.506 (4.229)] [KD 3.784 (3.551)] 2024-10-13 21:13:34,862 - Train: 54.80% [685500/1251000] [548.0/1000.0] [batch_t 0.240 (0.234)] [data_t 0.008] [optim_t 0.232] [lr 0.001292] [CE 4.484 (4.297)] [KD 3.679 (3.629)] 2024-10-13 21:13:54,438 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.158)] [top1_cnt 37541] [top5_cnt 46219] [top_all 50000] 2024-10-13 21:13:54,439 - net: 75.082 (92.438) 2024-10-13 21:14:03,044 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.156)] [top1_cnt 39227] [top5_cnt 47089] [top_all 50000] 2024-10-13 21:14:03,045 - net_E: 78.454 (94.178) 2024-10-13 21:14:03,244 - Max [top1: 75.082 (epoch: 548)] [top1-ema: 78.514 (epoch: 543)] 2024-10-13 21:14:03,245 - ==> Total time: 2 days, 0:35:56 Eta: 1 day, 16:05:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:14:18,371 - Train: 54.80% [685550/1251000] [548.0/1000.0] [batch_t 0.226 (0.523)] [data_t 0.006] [optim_t 0.219] [lr 0.001292] [CE 4.887 (4.700)] [KD 4.091 (3.914)] 2024-10-13 21:14:30,740 - Train: 54.80% [685600/1251000] [548.0/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001292] [CE 4.171 (4.298)] [KD 3.697 (3.627)] 2024-10-13 21:14:43,053 - Train: 54.81% [685650/1251000] [548.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.001292] [CE 4.465 (4.306)] [KD 3.652 (3.676)] 2024-10-13 21:14:55,398 - Train: 54.81% [685700/1251000] [548.1/1000.0] [batch_t 0.223 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.001291] [CE 4.293 (4.318)] [KD 3.356 (3.563)] 2024-10-13 21:15:07,662 - Train: 54.82% [685750/1251000] [548.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.001291] [CE 4.853 (4.350)] [KD 3.866 (3.632)] 2024-10-13 21:15:19,786 - Train: 54.82% [685800/1251000] [548.2/1000.0] [batch_t 0.257 (0.242)] [data_t 0.007] [optim_t 0.250] [lr 0.001291] [CE 4.748 (4.281)] [KD 4.071 (3.599)] 2024-10-13 21:15:31,611 - Train: 54.82% [685850/1251000] [548.2/1000.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.001291] [CE 4.119 (4.303)] [KD 3.480 (3.606)] 2024-10-13 21:15:43,888 - Train: 54.83% [685900/1251000] [548.3/1000.0] [batch_t 0.225 (0.245)] [data_t 0.010] [optim_t 0.216] [lr 0.001291] [CE 4.489 (4.328)] [KD 3.593 (3.611)] 2024-10-13 21:15:55,951 - Train: 54.83% [685950/1251000] [548.3/1000.0] [batch_t 0.248 (0.241)] [data_t 0.010] [optim_t 0.238] [lr 0.001290] [CE 4.080 (4.214)] [KD 3.659 (3.571)] 2024-10-13 21:16:08,653 - Train: 54.84% [686000/1251000] [548.4/1000.0] [batch_t 0.233 (0.254)] [data_t 0.010] [optim_t 0.223] [lr 0.001290] [CE 4.377 (4.273)] [KD 3.823 (3.653)] 2024-10-13 21:16:20,525 - Train: 54.84% [686050/1251000] [548.4/1000.0] [batch_t 0.247 (0.237)] [data_t 0.010] [optim_t 0.236] [lr 0.001290] [CE 4.253 (4.283)] [KD 3.535 (3.623)] 2024-10-13 21:16:32,787 - Train: 54.84% [686100/1251000] [548.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.001290] [CE 4.489 (4.281)] [KD 3.684 (3.585)] 2024-10-13 21:16:44,800 - Train: 54.85% [686150/1251000] [548.5/1000.0] [batch_t 0.242 (0.240)] [data_t 0.008] [optim_t 0.234] [lr 0.001290] [CE 4.302 (4.307)] [KD 3.496 (3.596)] 2024-10-13 21:16:56,829 - Train: 54.85% [686200/1251000] [548.5/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.001290] [CE 3.957 (4.348)] [KD 3.483 (3.645)] 2024-10-13 21:17:08,888 - Train: 54.86% [686250/1251000] [548.6/1000.0] [batch_t 0.230 (0.241)] [data_t 0.008] [optim_t 0.221] [lr 0.001289] [CE 4.588 (4.401)] [KD 3.773 (3.725)] 2024-10-13 21:17:21,303 - Train: 54.86% [686300/1251000] [548.6/1000.0] [batch_t 0.215 (0.248)] [data_t 0.009] [optim_t 0.206] [lr 0.001289] [CE 4.801 (4.290)] [KD 4.008 (3.637)] 2024-10-13 21:17:33,855 - Train: 54.86% [686350/1251000] [548.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.227] [lr 0.001289] [CE 4.308 (4.341)] [KD 3.636 (3.649)] 2024-10-13 21:17:46,225 - Train: 54.87% [686400/1251000] [548.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.010] [optim_t 0.226] [lr 0.001289] [CE 3.843 (4.344)] [KD 3.243 (3.644)] 2024-10-13 21:17:58,089 - Train: 54.87% [686450/1251000] [548.7/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.001289] [CE 4.183 (4.334)] [KD 3.441 (3.674)] 2024-10-13 21:18:10,750 - Train: 54.88% [686500/1251000] [548.8/1000.0] [batch_t 0.244 (0.253)] [data_t 0.007] [optim_t 0.237] [lr 0.001288] [CE 4.316 (4.265)] [KD 3.418 (3.618)] 2024-10-13 21:18:23,078 - Train: 54.88% [686550/1251000] [548.8/1000.0] [batch_t 0.258 (0.246)] [data_t 0.010] [optim_t 0.247] [lr 0.001288] [CE 4.574 (4.219)] [KD 3.769 (3.536)] 2024-10-13 21:18:35,481 - Train: 54.88% [686600/1251000] [548.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.008] [optim_t 0.224] [lr 0.001288] [CE 4.468 (4.262)] [KD 3.962 (3.579)] 2024-10-13 21:18:48,273 - Train: 54.89% [686650/1251000] [548.9/1000.0] [batch_t 0.240 (0.256)] [data_t 0.008] [optim_t 0.232] [lr 0.001288] [CE 3.969 (4.251)] [KD 3.310 (3.558)] 2024-10-13 21:19:00,864 - Train: 54.89% [686700/1251000] [548.9/1000.0] [batch_t 0.220 (0.252)] [data_t 0.006] [optim_t 0.214] [lr 0.001288] [CE 4.217 (4.397)] [KD 3.804 (3.646)] 2024-10-13 21:19:13,167 - Train: 54.90% [686750/1251000] [549.0/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.223] [lr 0.001287] [CE 4.603 (4.266)] [KD 3.809 (3.621)] 2024-10-13 21:19:34,281 - Test (net): 100.00% [50/50] [batch_t 0.193 (0.171)] [top1_cnt 37521] [top5_cnt 46288] [top_all 50000] 2024-10-13 21:19:34,282 - net: 75.042 (92.576) 2024-10-13 21:19:44,159 - Test (net_E): 100.00% [50/50] [batch_t 0.657 (0.182)] [top1_cnt 39253] [top5_cnt 47087] [top_all 50000] 2024-10-13 21:19:44,160 - net_E: 78.506 (94.174) 2024-10-13 21:19:44,392 - Max [top1: 75.082 (epoch: 548)] [top1-ema: 78.514 (epoch: 543)] 2024-10-13 21:19:44,393 - ==> Total time: 2 days, 0:41:37 Eta: 1 day, 16:00:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:19:47,830 - Train: 54.90% [686800/1251000] [549.0/1000.0] [batch_t 0.863 (0.863)] [data_t 0.588] [optim_t 0.275] [lr 0.001287] [CE 4.372 (4.372)] [KD 3.630 (3.630)] 2024-10-13 21:19:59,856 - Train: 54.90% [686850/1251000] [549.0/1000.0] [batch_t 0.474 (0.240)] [data_t 0.012] [optim_t 0.462] [lr 0.001287] [CE 4.128 (4.206)] [KD 3.394 (3.521)] 2024-10-13 21:20:12,602 - Train: 54.91% [686900/1251000] [549.1/1000.0] [batch_t 0.219 (0.255)] [data_t 0.010] [optim_t 0.209] [lr 0.001287] [CE 3.832 (4.334)] [KD 3.587 (3.613)] 2024-10-13 21:20:24,326 - Train: 54.91% [686950/1251000] [549.1/1000.0] [batch_t 0.235 (0.234)] [data_t 0.008] [optim_t 0.227] [lr 0.001287] [CE 3.751 (4.287)] [KD 3.248 (3.581)] 2024-10-13 21:20:36,652 - Train: 54.92% [687000/1251000] [549.2/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001287] [CE 4.238 (4.253)] [KD 3.703 (3.564)] 2024-10-13 21:20:48,682 - Train: 54.92% [687050/1251000] [549.2/1000.0] [batch_t 0.227 (0.240)] [data_t 0.008] [optim_t 0.219] [lr 0.001286] [CE 4.167 (4.255)] [KD 3.417 (3.577)] 2024-10-13 21:21:01,391 - Train: 54.92% [687100/1251000] [549.2/1000.0] [batch_t 0.547 (0.254)] [data_t 0.007] [optim_t 0.540] [lr 0.001286] [CE 3.946 (4.296)] [KD 3.343 (3.652)] 2024-10-13 21:21:13,722 - Train: 54.93% [687150/1251000] [549.3/1000.0] [batch_t 0.240 (0.246)] [data_t 0.007] [optim_t 0.233] [lr 0.001286] [CE 4.193 (4.266)] [KD 3.678 (3.571)] 2024-10-13 21:21:25,928 - Train: 54.93% [687200/1251000] [549.3/1000.0] [batch_t 0.229 (0.244)] [data_t 0.009] [optim_t 0.220] [lr 0.001286] [CE 3.944 (4.238)] [KD 3.112 (3.534)] 2024-10-13 21:21:37,989 - Train: 54.94% [687250/1251000] [549.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001286] [CE 4.947 (4.283)] [KD 3.990 (3.583)] 2024-10-13 21:21:49,942 - Train: 54.94% [687300/1251000] [549.4/1000.0] [batch_t 0.226 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.001285] [CE 4.238 (4.314)] [KD 3.478 (3.565)] 2024-10-13 21:22:02,458 - Train: 54.94% [687350/1251000] [549.4/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.001285] [CE 4.254 (4.284)] [KD 3.759 (3.561)] 2024-10-13 21:22:14,833 - Train: 54.95% [687400/1251000] [549.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.001285] [CE 4.591 (4.309)] [KD 3.638 (3.569)] 2024-10-13 21:22:26,738 - Train: 54.95% [687450/1251000] [549.5/1000.0] [batch_t 0.255 (0.238)] [data_t 0.006] [optim_t 0.249] [lr 0.001285] [CE 3.648 (4.206)] [KD 3.360 (3.527)] 2024-10-13 21:22:38,861 - Train: 54.96% [687500/1251000] [549.6/1000.0] [batch_t 0.222 (0.242)] [data_t 0.008] [optim_t 0.214] [lr 0.001285] [CE 4.132 (4.248)] [KD 3.522 (3.569)] 2024-10-13 21:22:51,675 - Train: 54.96% [687550/1251000] [549.6/1000.0] [batch_t 0.222 (0.256)] [data_t 0.009] [optim_t 0.213] [lr 0.001285] [CE 4.861 (4.322)] [KD 3.724 (3.646)] 2024-10-13 21:23:03,866 - Train: 54.96% [687600/1251000] [549.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.001284] [CE 4.180 (4.283)] [KD 3.754 (3.636)] 2024-10-13 21:23:16,133 - Train: 54.97% [687650/1251000] [549.7/1000.0] [batch_t 0.258 (0.245)] [data_t 0.010] [optim_t 0.248] [lr 0.001284] [CE 4.391 (4.273)] [KD 3.591 (3.655)] 2024-10-13 21:23:28,203 - Train: 54.97% [687700/1251000] [549.7/1000.0] [batch_t 0.226 (0.241)] [data_t 0.007] [optim_t 0.219] [lr 0.001284] [CE 3.837 (4.190)] [KD 3.369 (3.557)] 2024-10-13 21:23:40,592 - Train: 54.98% [687750/1251000] [549.8/1000.0] [batch_t 0.251 (0.248)] [data_t 0.007] [optim_t 0.244] [lr 0.001284] [CE 4.220 (4.247)] [KD 3.543 (3.609)] 2024-10-13 21:23:52,566 - Train: 54.98% [687800/1251000] [549.8/1000.0] [batch_t 0.241 (0.239)] [data_t 0.010] [optim_t 0.231] [lr 0.001284] [CE 3.898 (4.261)] [KD 3.232 (3.582)] 2024-10-13 21:24:04,369 - Train: 54.98% [687850/1251000] [549.8/1000.0] [batch_t 0.246 (0.236)] [data_t 0.008] [optim_t 0.238] [lr 0.001283] [CE 4.447 (4.301)] [KD 3.690 (3.609)] 2024-10-13 21:24:16,973 - Train: 54.99% [687900/1251000] [549.9/1000.0] [batch_t 0.228 (0.252)] [data_t 0.008] [optim_t 0.220] [lr 0.001283] [CE 4.489 (4.267)] [KD 3.885 (3.576)] 2024-10-13 21:24:29,561 - Train: 54.99% [687950/1251000] [549.9/1000.0] [batch_t 0.240 (0.252)] [data_t 0.010] [optim_t 0.230] [lr 0.001283] [CE 4.477 (4.295)] [KD 3.659 (3.600)] 2024-10-13 21:24:41,960 - Train: 55.00% [688000/1251000] [550.0/1000.0] [batch_t 0.237 (0.248)] [data_t 0.010] [optim_t 0.227] [lr 0.001283] [CE 4.612 (4.385)] [KD 3.729 (3.668)] 2024-10-13 21:24:53,761 - Train: 55.00% [688050/1251000] [550.0/1000.0] [batch_t 0.215 (0.236)] [data_t 0.007] [optim_t 0.207] [lr 0.001283] [CE 3.913 (4.306)] [KD 3.304 (3.629)] 2024-10-13 21:25:02,642 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 37336] [top5_cnt 46193] [top_all 50000] 2024-10-13 21:25:02,642 - net: 74.672 (92.386) 2024-10-13 21:25:11,628 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 39285] [top5_cnt 47119] [top_all 50000] 2024-10-13 21:25:11,629 - net_E: 78.570 (94.238) 2024-10-13 21:25:11,841 - Max [top1: 75.082 (epoch: 548)] [top1-ema: 78.570 (epoch: 550)] 2024-10-13 21:25:11,842 - ==> Total time: 2 days, 0:47:04 Eta: 1 day, 15:54:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:25:37,416 - Train: 55.00% [688100/1251000] [550.0/1000.0] [batch_t 0.229 (0.252)] [data_t 0.010] [optim_t 0.219] [lr 0.001283] [CE 4.581 (4.338)] [KD 3.645 (3.623)] 2024-10-13 21:25:50,263 - Train: 55.01% [688150/1251000] [550.1/1000.0] [batch_t 0.239 (0.257)] [data_t 0.010] [optim_t 0.229] [lr 0.001282] [CE 4.616 (4.312)] [KD 3.663 (3.605)] 2024-10-13 21:26:02,774 - Train: 55.01% [688200/1251000] [550.1/1000.0] [batch_t 0.230 (0.250)] [data_t 0.008] [optim_t 0.222] [lr 0.001282] [CE 4.080 (4.310)] [KD 3.529 (3.580)] 2024-10-13 21:26:14,914 - Train: 55.02% [688250/1251000] [550.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.001282] [CE 4.773 (4.297)] [KD 3.616 (3.594)] 2024-10-13 21:26:26,916 - Train: 55.02% [688300/1251000] [550.2/1000.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.001282] [CE 4.655 (4.315)] [KD 3.716 (3.603)] 2024-10-13 21:26:39,185 - Train: 55.02% [688350/1251000] [550.2/1000.0] [batch_t 0.225 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.001282] [CE 4.036 (4.302)] [KD 3.448 (3.622)] 2024-10-13 21:26:51,805 - Train: 55.03% [688400/1251000] [550.3/1000.0] [batch_t 0.256 (0.252)] [data_t 0.007] [optim_t 0.249] [lr 0.001281] [CE 4.482 (4.322)] [KD 3.611 (3.575)] 2024-10-13 21:27:04,168 - Train: 55.03% [688450/1251000] [550.3/1000.0] [batch_t 0.233 (0.247)] [data_t 0.008] [optim_t 0.225] [lr 0.001281] [CE 4.390 (4.284)] [KD 3.678 (3.644)] 2024-10-13 21:27:16,503 - Train: 55.04% [688500/1251000] [550.4/1000.0] [batch_t 0.224 (0.247)] [data_t 0.009] [optim_t 0.215] [lr 0.001281] [CE 4.310 (4.310)] [KD 3.695 (3.608)] 2024-10-13 21:27:28,960 - Train: 55.04% [688550/1251000] [550.4/1000.0] [batch_t 0.226 (0.249)] [data_t 0.010] [optim_t 0.216] [lr 0.001281] [CE 4.499 (4.404)] [KD 3.944 (3.626)] 2024-10-13 21:27:41,847 - Train: 55.04% [688600/1251000] [550.4/1000.0] [batch_t 0.259 (0.258)] [data_t 0.007] [optim_t 0.253] [lr 0.001281] [CE 4.733 (4.348)] [KD 3.991 (3.688)] 2024-10-13 21:27:53,532 - Train: 55.05% [688650/1251000] [550.5/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.001280] [CE 4.347 (4.320)] [KD 3.423 (3.616)] 2024-10-13 21:28:05,708 - Train: 55.05% [688700/1251000] [550.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001280] [CE 4.331 (4.293)] [KD 3.584 (3.655)] 2024-10-13 21:28:18,468 - Train: 55.06% [688750/1251000] [550.6/1000.0] [batch_t 0.239 (0.255)] [data_t 0.008] [optim_t 0.231] [lr 0.001280] [CE 4.330 (4.292)] [KD 3.549 (3.604)] 2024-10-13 21:28:31,391 - Train: 55.06% [688800/1251000] [550.6/1000.0] [batch_t 0.242 (0.258)] [data_t 0.007] [optim_t 0.235] [lr 0.001280] [CE 4.170 (4.269)] [KD 3.293 (3.612)] 2024-10-13 21:28:44,049 - Train: 55.06% [688850/1251000] [550.6/1000.0] [batch_t 0.559 (0.253)] [data_t 0.009] [optim_t 0.549] [lr 0.001280] [CE 4.931 (4.328)] [KD 4.340 (3.683)] 2024-10-13 21:28:56,213 - Train: 55.07% [688900/1251000] [550.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001280] [CE 3.828 (4.266)] [KD 3.556 (3.648)] 2024-10-13 21:29:08,551 - Train: 55.07% [688950/1251000] [550.7/1000.0] [batch_t 0.243 (0.247)] [data_t 0.007] [optim_t 0.236] [lr 0.001279] [CE 3.926 (4.303)] [KD 3.532 (3.601)] 2024-10-13 21:29:20,660 - Train: 55.08% [689000/1251000] [550.8/1000.0] [batch_t 0.245 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.001279] [CE 3.632 (4.233)] [KD 3.427 (3.614)] 2024-10-13 21:29:33,286 - Train: 55.08% [689050/1251000] [550.8/1000.0] [batch_t 0.238 (0.252)] [data_t 0.007] [optim_t 0.231] [lr 0.001279] [CE 4.104 (4.337)] [KD 3.600 (3.611)] 2024-10-13 21:29:45,304 - Train: 55.08% [689100/1251000] [550.8/1000.0] [batch_t 0.430 (0.240)] [data_t 0.010] [optim_t 0.420] [lr 0.001279] [CE 4.161 (4.273)] [KD 3.665 (3.573)] 2024-10-13 21:29:57,613 - Train: 55.09% [689150/1251000] [550.9/1000.0] [batch_t 0.229 (0.246)] [data_t 0.007] [optim_t 0.221] [lr 0.001279] [CE 3.804 (4.276)] [KD 3.452 (3.625)] 2024-10-13 21:30:10,835 - Train: 55.09% [689200/1251000] [550.9/1000.0] [batch_t 0.234 (0.264)] [data_t 0.008] [optim_t 0.225] [lr 0.001278] [CE 4.094 (4.354)] [KD 3.593 (3.612)] 2024-10-13 21:30:22,729 - Train: 55.10% [689250/1251000] [551.0/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001278] [CE 4.310 (4.269)] [KD 3.603 (3.621)] 2024-10-13 21:30:34,453 - Train: 55.10% [689300/1251000] [551.0/1000.0] [batch_t 0.216 (0.234)] [data_t 0.007] [optim_t 0.208] [lr 0.001278] [CE 4.601 (4.241)] [KD 3.671 (3.602)] 2024-10-13 21:30:43,292 - Test (net): 100.00% [50/50] [batch_t 0.049 (0.159)] [top1_cnt 37438] [top5_cnt 46196] [top_all 50000] 2024-10-13 21:30:43,293 - net: 74.876 (92.392) 2024-10-13 21:30:52,646 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.170)] [top1_cnt 39292] [top5_cnt 47102] [top_all 50000] 2024-10-13 21:30:52,646 - net_E: 78.584 (94.204) 2024-10-13 21:30:52,881 - Max [top1: 75.082 (epoch: 548)] [top1-ema: 78.584 (epoch: 551)] 2024-10-13 21:30:52,882 - ==> Total time: 2 days, 0:52:45 Eta: 1 day, 15:49:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:31:19,964 - Train: 55.10% [689350/1251000] [551.0/1000.0] [batch_t 0.248 (0.261)] [data_t 0.007] [optim_t 0.241] [lr 0.001278] [CE 3.974 (4.313)] [KD 3.644 (3.582)] 2024-10-13 21:31:32,419 - Train: 55.11% [689400/1251000] [551.1/1000.0] [batch_t 0.242 (0.249)] [data_t 0.010] [optim_t 0.231] [lr 0.001278] [CE 4.642 (4.303)] [KD 3.886 (3.618)] 2024-10-13 21:31:44,943 - Train: 55.11% [689450/1251000] [551.1/1000.0] [batch_t 0.227 (0.250)] [data_t 0.010] [optim_t 0.217] [lr 0.001278] [CE 4.058 (4.263)] [KD 3.496 (3.586)] 2024-10-13 21:31:56,856 - Train: 55.12% [689500/1251000] [551.2/1000.0] [batch_t 0.239 (0.238)] [data_t 0.007] [optim_t 0.232] [lr 0.001277] [CE 4.332 (4.260)] [KD 3.620 (3.587)] 2024-10-13 21:32:08,961 - Train: 55.12% [689550/1251000] [551.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001277] [CE 4.659 (4.238)] [KD 3.705 (3.616)] 2024-10-13 21:32:20,749 - Train: 55.12% [689600/1251000] [551.2/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.001277] [CE 4.054 (4.279)] [KD 3.623 (3.591)] 2024-10-13 21:32:33,671 - Train: 55.13% [689650/1251000] [551.3/1000.0] [batch_t 0.239 (0.258)] [data_t 0.008] [optim_t 0.232] [lr 0.001277] [CE 4.199 (4.305)] [KD 3.763 (3.606)] 2024-10-13 21:32:45,803 - Train: 55.13% [689700/1251000] [551.3/1000.0] [batch_t 0.245 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.001277] [CE 4.560 (4.236)] [KD 3.825 (3.568)] 2024-10-13 21:32:57,746 - Train: 55.14% [689750/1251000] [551.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.001276] [CE 4.152 (4.360)] [KD 3.711 (3.651)] 2024-10-13 21:33:10,477 - Train: 55.14% [689800/1251000] [551.4/1000.0] [batch_t 0.251 (0.254)] [data_t 0.007] [optim_t 0.245] [lr 0.001276] [CE 4.317 (4.323)] [KD 3.701 (3.636)] 2024-10-13 21:33:22,866 - Train: 55.14% [689850/1251000] [551.4/1000.0] [batch_t 0.249 (0.248)] [data_t 0.007] [optim_t 0.242] [lr 0.001276] [CE 3.534 (4.279)] [KD 3.463 (3.639)] 2024-10-13 21:33:34,782 - Train: 55.15% [689900/1251000] [551.5/1000.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.001276] [CE 4.076 (4.304)] [KD 3.417 (3.636)] 2024-10-13 21:33:46,850 - Train: 55.15% [689950/1251000] [551.5/1000.0] [batch_t 0.228 (0.241)] [data_t 0.006] [optim_t 0.222] [lr 0.001276] [CE 4.138 (4.257)] [KD 3.625 (3.577)] 2024-10-13 21:33:58,804 - Train: 55.16% [690000/1251000] [551.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001276] [CE 4.751 (4.263)] [KD 3.807 (3.626)] 2024-10-13 21:34:11,130 - Train: 55.16% [690050/1251000] [551.6/1000.0] [batch_t 0.245 (0.246)] [data_t 0.008] [optim_t 0.236] [lr 0.001275] [CE 4.699 (4.291)] [KD 3.758 (3.605)] 2024-10-13 21:34:23,377 - Train: 55.16% [690100/1251000] [551.6/1000.0] [batch_t 0.252 (0.245)] [data_t 0.007] [optim_t 0.245] [lr 0.001275] [CE 3.898 (4.296)] [KD 3.322 (3.598)] 2024-10-13 21:34:35,473 - Train: 55.17% [690150/1251000] [551.7/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001275] [CE 4.043 (4.349)] [KD 3.716 (3.622)] 2024-10-13 21:34:47,730 - Train: 55.17% [690200/1251000] [551.7/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.001275] [CE 4.181 (4.293)] [KD 3.670 (3.593)] 2024-10-13 21:35:00,324 - Train: 55.18% [690250/1251000] [551.8/1000.0] [batch_t 0.244 (0.252)] [data_t 0.012] [optim_t 0.232] [lr 0.001275] [CE 3.706 (4.284)] [KD 3.402 (3.613)] 2024-10-13 21:35:12,340 - Train: 55.18% [690300/1251000] [551.8/1000.0] [batch_t 0.241 (0.240)] [data_t 0.007] [optim_t 0.234] [lr 0.001274] [CE 4.188 (4.301)] [KD 3.405 (3.593)] 2024-10-13 21:35:24,172 - Train: 55.18% [690350/1251000] [551.8/1000.0] [batch_t 0.228 (0.236)] [data_t 0.008] [optim_t 0.220] [lr 0.001274] [CE 4.455 (4.282)] [KD 3.534 (3.628)] 2024-10-13 21:35:36,510 - Train: 55.19% [690400/1251000] [551.9/1000.0] [batch_t 0.253 (0.247)] [data_t 0.011] [optim_t 0.241] [lr 0.001274] [CE 4.545 (4.302)] [KD 3.863 (3.613)] 2024-10-13 21:35:49,355 - Train: 55.19% [690450/1251000] [551.9/1000.0] [batch_t 0.258 (0.257)] [data_t 0.012] [optim_t 0.246] [lr 0.001274] [CE 3.891 (4.243)] [KD 3.522 (3.579)] 2024-10-13 21:36:01,454 - Train: 55.20% [690500/1251000] [552.0/1000.0] [batch_t 0.246 (0.242)] [data_t 0.011] [optim_t 0.235] [lr 0.001274] [CE 4.440 (4.314)] [KD 3.807 (3.579)] 2024-10-13 21:36:13,415 - Train: 55.20% [690550/1251000] [552.0/1000.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.001273] [CE 4.536 (4.283)] [KD 3.517 (3.562)] 2024-10-13 21:36:22,672 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.164)] [top1_cnt 37463] [top5_cnt 46213] [top_all 50000] 2024-10-13 21:36:22,673 - net: 74.926 (92.426) 2024-10-13 21:36:32,092 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.171)] [top1_cnt 39302] [top5_cnt 47108] [top_all 50000] 2024-10-13 21:36:32,093 - net_E: 78.604 (94.216) 2024-10-13 21:36:32,338 - Max [top1: 75.082 (epoch: 548)] [top1-ema: 78.604 (epoch: 552)] 2024-10-13 21:36:32,338 - ==> Total time: 2 days, 0:58:25 Eta: 1 day, 15:44:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:36:57,279 - Train: 55.20% [690600/1251000] [552.0/1000.0] [batch_t 0.234 (0.256)] [data_t 0.008] [optim_t 0.226] [lr 0.001273] [CE 4.008 (4.268)] [KD 3.494 (3.530)] 2024-10-13 21:37:09,355 - Train: 55.21% [690650/1251000] [552.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.001273] [CE 4.161 (4.312)] [KD 3.445 (3.609)] 2024-10-13 21:37:21,513 - Train: 55.21% [690700/1251000] [552.1/1000.0] [batch_t 0.220 (0.243)] [data_t 0.010] [optim_t 0.210] [lr 0.001273] [CE 3.900 (4.244)] [KD 3.325 (3.598)] 2024-10-13 21:37:33,732 - Train: 55.22% [690750/1251000] [552.2/1000.0] [batch_t 0.210 (0.244)] [data_t 0.011] [optim_t 0.199] [lr 0.001273] [CE 4.158 (4.275)] [KD 3.613 (3.570)] 2024-10-13 21:37:45,699 - Train: 55.22% [690800/1251000] [552.2/1000.0] [batch_t 0.259 (0.239)] [data_t 0.010] [optim_t 0.249] [lr 0.001273] [CE 3.516 (4.311)] [KD 3.216 (3.604)] 2024-10-13 21:37:57,784 - Train: 55.22% [690850/1251000] [552.2/1000.0] [batch_t 0.244 (0.242)] [data_t 0.007] [optim_t 0.238] [lr 0.001272] [CE 3.686 (4.256)] [KD 3.329 (3.589)] 2024-10-13 21:38:10,015 - Train: 55.23% [690900/1251000] [552.3/1000.0] [batch_t 0.231 (0.244)] [data_t 0.010] [optim_t 0.221] [lr 0.001272] [CE 4.670 (4.313)] [KD 3.913 (3.631)] 2024-10-13 21:38:22,261 - Train: 55.23% [690950/1251000] [552.3/1000.0] [batch_t 0.229 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.001272] [CE 4.530 (4.267)] [KD 3.590 (3.632)] 2024-10-13 21:38:34,347 - Train: 55.24% [691000/1251000] [552.4/1000.0] [batch_t 0.427 (0.242)] [data_t 0.007] [optim_t 0.420] [lr 0.001272] [CE 4.132 (4.346)] [KD 3.467 (3.626)] 2024-10-13 21:38:46,362 - Train: 55.24% [691050/1251000] [552.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001272] [CE 4.483 (4.280)] [KD 3.613 (3.642)] 2024-10-13 21:38:58,649 - Train: 55.24% [691100/1251000] [552.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.011] [optim_t 0.225] [lr 0.001271] [CE 4.018 (4.327)] [KD 3.456 (3.637)] 2024-10-13 21:39:10,802 - Train: 55.25% [691150/1251000] [552.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001271] [CE 4.702 (4.250)] [KD 3.826 (3.588)] 2024-10-13 21:39:22,576 - Train: 55.25% [691200/1251000] [552.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.001271] [CE 4.172 (4.294)] [KD 3.330 (3.626)] 2024-10-13 21:39:34,825 - Train: 55.26% [691250/1251000] [552.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001271] [CE 4.330 (4.328)] [KD 3.462 (3.614)] 2024-10-13 21:39:46,818 - Train: 55.26% [691300/1251000] [552.6/1000.0] [batch_t 0.439 (0.240)] [data_t 0.010] [optim_t 0.429] [lr 0.001271] [CE 4.285 (4.266)] [KD 3.609 (3.568)] 2024-10-13 21:39:58,719 - Train: 55.26% [691350/1251000] [552.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.006] [optim_t 0.233] [lr 0.001271] [CE 4.800 (4.322)] [KD 3.720 (3.620)] 2024-10-13 21:40:10,873 - Train: 55.27% [691400/1251000] [552.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.230] [lr 0.001270] [CE 4.334 (4.307)] [KD 3.846 (3.591)] 2024-10-13 21:40:22,865 - Train: 55.27% [691450/1251000] [552.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.001270] [CE 3.916 (4.319)] [KD 3.410 (3.562)] 2024-10-13 21:40:34,791 - Train: 55.28% [691500/1251000] [552.8/1000.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.001270] [CE 4.401 (4.288)] [KD 3.782 (3.585)] 2024-10-13 21:40:47,200 - Train: 55.28% [691550/1251000] [552.8/1000.0] [batch_t 0.245 (0.248)] [data_t 0.009] [optim_t 0.236] [lr 0.001270] [CE 4.177 (4.332)] [KD 3.684 (3.658)] 2024-10-13 21:40:59,457 - Train: 55.28% [691600/1251000] [552.8/1000.0] [batch_t 0.218 (0.245)] [data_t 0.009] [optim_t 0.209] [lr 0.001270] [CE 4.471 (4.302)] [KD 3.541 (3.588)] 2024-10-13 21:41:11,581 - Train: 55.29% [691650/1251000] [552.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.227] [lr 0.001269] [CE 4.194 (4.344)] [KD 3.486 (3.627)] 2024-10-13 21:41:23,920 - Train: 55.29% [691700/1251000] [552.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.001269] [CE 4.514 (4.287)] [KD 3.774 (3.611)] 2024-10-13 21:41:36,244 - Train: 55.30% [691750/1251000] [553.0/1000.0] [batch_t 0.245 (0.246)] [data_t 0.010] [optim_t 0.235] [lr 0.001269] [CE 4.645 (4.246)] [KD 3.612 (3.551)] 2024-10-13 21:41:47,955 - Train: 55.30% [691800/1251000] [553.0/1000.0] [batch_t 0.215 (0.234)] [data_t 0.007] [optim_t 0.208] [lr 0.001269] [CE 3.602 (4.247)] [KD 3.100 (3.570)] 2024-10-13 21:41:57,490 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 37428] [top5_cnt 46199] [top_all 50000] 2024-10-13 21:41:57,491 - net: 74.856 (92.398) 2024-10-13 21:42:07,170 - Test (net_E): 100.00% [50/50] [batch_t 0.239 (0.178)] [top1_cnt 39275] [top5_cnt 47100] [top_all 50000] 2024-10-13 21:42:07,171 - net_E: 78.550 (94.200) 2024-10-13 21:42:07,399 - Max [top1: 75.082 (epoch: 548)] [top1-ema: 78.604 (epoch: 552)] 2024-10-13 21:42:07,400 - ==> Total time: 2 days, 1:04:00 Eta: 1 day, 15:39:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:42:23,235 - Train: 55.30% [691850/1251000] [553.0/1000.0] [batch_t 0.223 (0.260)] [data_t 0.008] [optim_t 0.215] [lr 0.001269] [CE 4.022 (4.212)] [KD 3.277 (3.528)] 2024-10-13 21:42:35,992 - Train: 55.31% [691900/1251000] [553.1/1000.0] [batch_t 0.235 (0.255)] [data_t 0.011] [optim_t 0.224] [lr 0.001269] [CE 4.596 (4.327)] [KD 3.627 (3.620)] 2024-10-13 21:42:48,201 - Train: 55.31% [691950/1251000] [553.1/1000.0] [batch_t 0.246 (0.244)] [data_t 0.010] [optim_t 0.237] [lr 0.001268] [CE 4.406 (4.274)] [KD 3.557 (3.572)] 2024-10-13 21:43:00,229 - Train: 55.32% [692000/1251000] [553.2/1000.0] [batch_t 0.221 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.001268] [CE 4.202 (4.268)] [KD 3.513 (3.594)] 2024-10-13 21:43:12,363 - Train: 55.32% [692050/1251000] [553.2/1000.0] [batch_t 0.252 (0.242)] [data_t 0.007] [optim_t 0.245] [lr 0.001268] [CE 4.868 (4.287)] [KD 3.804 (3.572)] 2024-10-13 21:43:24,220 - Train: 55.32% [692100/1251000] [553.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.001268] [CE 3.960 (4.290)] [KD 3.116 (3.542)] 2024-10-13 21:43:36,288 - Train: 55.33% [692150/1251000] [553.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.001268] [CE 4.240 (4.241)] [KD 3.756 (3.552)] 2024-10-13 21:43:48,514 - Train: 55.33% [692200/1251000] [553.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.001267] [CE 4.168 (4.294)] [KD 3.558 (3.556)] 2024-10-13 21:44:00,580 - Train: 55.34% [692250/1251000] [553.4/1000.0] [batch_t 0.232 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.001267] [CE 4.253 (4.251)] [KD 3.529 (3.531)] 2024-10-13 21:44:12,644 - Train: 55.34% [692300/1251000] [553.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.010] [optim_t 0.231] [lr 0.001267] [CE 4.061 (4.205)] [KD 3.395 (3.566)] 2024-10-13 21:44:24,847 - Train: 55.34% [692350/1251000] [553.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.001267] [CE 4.143 (4.248)] [KD 3.690 (3.603)] 2024-10-13 21:44:36,607 - Train: 55.35% [692400/1251000] [553.5/1000.0] [batch_t 0.242 (0.235)] [data_t 0.011] [optim_t 0.231] [lr 0.001267] [CE 4.590 (4.267)] [KD 3.783 (3.603)] 2024-10-13 21:44:48,423 - Train: 55.35% [692450/1251000] [553.5/1000.0] [batch_t 0.243 (0.236)] [data_t 0.010] [optim_t 0.233] [lr 0.001267] [CE 4.484 (4.240)] [KD 3.592 (3.643)] 2024-10-13 21:45:00,894 - Train: 55.36% [692500/1251000] [553.6/1000.0] [batch_t 0.252 (0.249)] [data_t 0.009] [optim_t 0.243] [lr 0.001266] [CE 4.556 (4.385)] [KD 3.552 (3.676)] 2024-10-13 21:45:13,165 - Train: 55.36% [692550/1251000] [553.6/1000.0] [batch_t 0.231 (0.245)] [data_t 0.011] [optim_t 0.220] [lr 0.001266] [CE 4.678 (4.320)] [KD 3.964 (3.645)] 2024-10-13 21:45:25,016 - Train: 55.36% [692600/1251000] [553.6/1000.0] [batch_t 0.243 (0.237)] [data_t 0.010] [optim_t 0.233] [lr 0.001266] [CE 4.442 (4.287)] [KD 3.635 (3.565)] 2024-10-13 21:45:37,077 - Train: 55.37% [692650/1251000] [553.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001266] [CE 4.371 (4.301)] [KD 3.848 (3.587)] 2024-10-13 21:45:49,039 - Train: 55.37% [692700/1251000] [553.7/1000.0] [batch_t 0.246 (0.239)] [data_t 0.008] [optim_t 0.238] [lr 0.001266] [CE 4.261 (4.273)] [KD 3.540 (3.573)] 2024-10-13 21:46:00,969 - Train: 55.38% [692750/1251000] [553.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.001265] [CE 4.039 (4.329)] [KD 3.305 (3.587)] 2024-10-13 21:46:13,604 - Train: 55.38% [692800/1251000] [553.8/1000.0] [batch_t 0.253 (0.253)] [data_t 0.010] [optim_t 0.244] [lr 0.001265] [CE 4.512 (4.310)] [KD 3.764 (3.569)] 2024-10-13 21:46:25,452 - Train: 55.38% [692850/1251000] [553.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001265] [CE 4.165 (4.264)] [KD 3.739 (3.598)] 2024-10-13 21:46:38,043 - Train: 55.39% [692900/1251000] [553.9/1000.0] [batch_t 0.226 (0.252)] [data_t 0.011] [optim_t 0.215] [lr 0.001265] [CE 4.871 (4.344)] [KD 4.160 (3.667)] 2024-10-13 21:46:50,090 - Train: 55.39% [692950/1251000] [553.9/1000.0] [batch_t 0.229 (0.241)] [data_t 0.012] [optim_t 0.216] [lr 0.001265] [CE 4.460 (4.372)] [KD 3.786 (3.668)] 2024-10-13 21:47:01,974 - Train: 55.40% [693000/1251000] [554.0/1000.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.001264] [CE 4.143 (4.356)] [KD 3.540 (3.600)] 2024-10-13 21:47:14,109 - Train: 55.40% [693050/1251000] [554.0/1000.0] [batch_t 0.224 (0.243)] [data_t 0.006] [optim_t 0.218] [lr 0.001264] [CE 4.293 (4.285)] [KD 3.500 (3.609)] 2024-10-13 21:47:23,550 - Test (net): 100.00% [50/50] [batch_t 0.056 (0.160)] [top1_cnt 37084] [top5_cnt 46027] [top_all 50000] 2024-10-13 21:47:23,551 - net: 74.168 (92.054) 2024-10-13 21:47:32,431 - Test (net_E): 100.00% [50/50] [batch_t 0.245 (0.161)] [top1_cnt 39248] [top5_cnt 47087] [top_all 50000] 2024-10-13 21:47:32,432 - net_E: 78.496 (94.174) 2024-10-13 21:47:32,637 - Max [top1: 75.082 (epoch: 548)] [top1-ema: 78.604 (epoch: 552)] 2024-10-13 21:47:32,637 - ==> Total time: 2 days, 1:09:25 Eta: 1 day, 15:34:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:47:47,829 - Train: 55.40% [693100/1251000] [554.0/1000.0] [batch_t 0.241 (0.266)] [data_t 0.009] [optim_t 0.231] [lr 0.001264] [CE 4.720 (4.393)] [KD 3.693 (3.653)] 2024-10-13 21:47:59,800 - Train: 55.41% [693150/1251000] [554.1/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001264] [CE 3.838 (4.265)] [KD 3.349 (3.615)] 2024-10-13 21:48:12,073 - Train: 55.41% [693200/1251000] [554.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.011] [optim_t 0.221] [lr 0.001264] [CE 4.369 (4.367)] [KD 3.547 (3.606)] 2024-10-13 21:48:23,651 - Train: 55.42% [693250/1251000] [554.2/1000.0] [batch_t 0.237 (0.231)] [data_t 0.009] [optim_t 0.228] [lr 0.001264] [CE 4.373 (4.262)] [KD 3.707 (3.597)] 2024-10-13 21:48:35,888 - Train: 55.42% [693300/1251000] [554.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.009] [optim_t 0.219] [lr 0.001263] [CE 3.941 (4.293)] [KD 3.311 (3.540)] 2024-10-13 21:48:48,133 - Train: 55.42% [693350/1251000] [554.2/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.001263] [CE 4.157 (4.381)] [KD 3.476 (3.595)] 2024-10-13 21:49:00,186 - Train: 55.43% [693400/1251000] [554.3/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.001263] [CE 4.160 (4.309)] [KD 3.567 (3.570)] 2024-10-13 21:49:11,943 - Train: 55.43% [693450/1251000] [554.3/1000.0] [batch_t 0.231 (0.235)] [data_t 0.008] [optim_t 0.223] [lr 0.001263] [CE 4.254 (4.234)] [KD 3.419 (3.543)] 2024-10-13 21:49:24,374 - Train: 55.44% [693500/1251000] [554.4/1000.0] [batch_t 0.215 (0.248)] [data_t 0.010] [optim_t 0.205] [lr 0.001263] [CE 4.376 (4.310)] [KD 3.636 (3.606)] 2024-10-13 21:49:36,191 - Train: 55.44% [693550/1251000] [554.4/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.001262] [CE 4.471 (4.280)] [KD 3.430 (3.541)] 2024-10-13 21:49:47,885 - Train: 55.44% [693600/1251000] [554.4/1000.0] [batch_t 0.240 (0.234)] [data_t 0.007] [optim_t 0.234] [lr 0.001262] [CE 3.266 (4.317)] [KD 3.232 (3.641)] 2024-10-13 21:49:59,657 - Train: 55.45% [693650/1251000] [554.5/1000.0] [batch_t 0.230 (0.235)] [data_t 0.008] [optim_t 0.221] [lr 0.001262] [CE 4.394 (4.267)] [KD 3.522 (3.587)] 2024-10-13 21:50:12,331 - Train: 55.45% [693700/1251000] [554.5/1000.0] [batch_t 0.236 (0.253)] [data_t 0.006] [optim_t 0.230] [lr 0.001262] [CE 4.400 (4.291)] [KD 3.729 (3.600)] 2024-10-13 21:50:24,474 - Train: 55.46% [693750/1251000] [554.6/1000.0] [batch_t 0.215 (0.243)] [data_t 0.008] [optim_t 0.207] [lr 0.001262] [CE 4.029 (4.287)] [KD 3.194 (3.574)] 2024-10-13 21:50:36,733 - Train: 55.46% [693800/1251000] [554.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.001262] [CE 4.493 (4.330)] [KD 4.034 (3.630)] 2024-10-13 21:50:48,689 - Train: 55.46% [693850/1251000] [554.6/1000.0] [batch_t 0.228 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.001261] [CE 4.576 (4.400)] [KD 3.863 (3.657)] 2024-10-13 21:51:00,877 - Train: 55.47% [693900/1251000] [554.7/1000.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.001261] [CE 4.665 (4.358)] [KD 3.584 (3.608)] 2024-10-13 21:51:13,418 - Train: 55.47% [693950/1251000] [554.7/1000.0] [batch_t 0.235 (0.251)] [data_t 0.007] [optim_t 0.228] [lr 0.001261] [CE 4.443 (4.263)] [KD 3.799 (3.574)] 2024-10-13 21:51:25,178 - Train: 55.48% [694000/1251000] [554.8/1000.0] [batch_t 0.246 (0.235)] [data_t 0.010] [optim_t 0.236] [lr 0.001261] [CE 4.533 (4.337)] [KD 3.888 (3.626)] 2024-10-13 21:51:37,555 - Train: 55.48% [694050/1251000] [554.8/1000.0] [batch_t 0.245 (0.247)] [data_t 0.011] [optim_t 0.234] [lr 0.001261] [CE 4.047 (4.293)] [KD 3.452 (3.621)] 2024-10-13 21:51:50,293 - Train: 55.48% [694100/1251000] [554.8/1000.0] [batch_t 0.566 (0.255)] [data_t 0.007] [optim_t 0.559] [lr 0.001260] [CE 4.185 (4.294)] [KD 3.512 (3.663)] 2024-10-13 21:52:02,656 - Train: 55.49% [694150/1251000] [554.9/1000.0] [batch_t 0.246 (0.247)] [data_t 0.010] [optim_t 0.237] [lr 0.001260] [CE 4.455 (4.236)] [KD 3.659 (3.533)] 2024-10-13 21:52:14,469 - Train: 55.49% [694200/1251000] [554.9/1000.0] [batch_t 0.250 (0.236)] [data_t 0.009] [optim_t 0.241] [lr 0.001260] [CE 4.684 (4.245)] [KD 3.937 (3.575)] 2024-10-13 21:52:26,116 - Train: 55.50% [694250/1251000] [555.0/1000.0] [batch_t 0.221 (0.233)] [data_t 0.011] [optim_t 0.210] [lr 0.001260] [CE 4.398 (4.341)] [KD 3.759 (3.636)] 2024-10-13 21:52:38,058 - Train: 55.50% [694300/1251000] [555.0/1000.0] [batch_t 0.214 (0.239)] [data_t 0.009] [optim_t 0.205] [lr 0.001260] [CE 4.461 (4.319)] [KD 3.718 (3.641)] 2024-10-13 21:52:48,794 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.177)] [top1_cnt 37238] [top5_cnt 46155] [top_all 50000] 2024-10-13 21:52:48,795 - net: 74.476 (92.310) 2024-10-13 21:52:57,521 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 39250] [top5_cnt 47076] [top_all 50000] 2024-10-13 21:52:57,521 - net_E: 78.500 (94.152) 2024-10-13 21:52:57,729 - Max [top1: 75.082 (epoch: 548)] [top1-ema: 78.604 (epoch: 552)] 2024-10-13 21:52:57,730 - ==> Total time: 2 days, 1:14:50 Eta: 1 day, 15:29:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:53:24,681 - Train: 55.50% [694350/1251000] [555.0/1000.0] [batch_t 0.233 (0.259)] [data_t 0.007] [optim_t 0.226] [lr 0.001260] [CE 4.482 (4.239)] [KD 3.553 (3.559)] 2024-10-13 21:53:36,975 - Train: 55.51% [694400/1251000] [555.1/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.001259] [CE 3.724 (4.289)] [KD 3.154 (3.560)] 2024-10-13 21:53:49,056 - Train: 55.51% [694450/1251000] [555.1/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001259] [CE 4.376 (4.219)] [KD 3.636 (3.527)] 2024-10-13 21:54:01,203 - Train: 55.52% [694500/1251000] [555.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.010] [optim_t 0.221] [lr 0.001259] [CE 4.591 (4.341)] [KD 3.580 (3.584)] 2024-10-13 21:54:13,627 - Train: 55.52% [694550/1251000] [555.2/1000.0] [batch_t 0.217 (0.248)] [data_t 0.007] [optim_t 0.210] [lr 0.001259] [CE 3.875 (4.304)] [KD 3.534 (3.621)] 2024-10-13 21:54:26,205 - Train: 55.52% [694600/1251000] [555.2/1000.0] [batch_t 0.223 (0.251)] [data_t 0.008] [optim_t 0.215] [lr 0.001259] [CE 4.534 (4.294)] [KD 3.718 (3.559)] 2024-10-13 21:54:37,965 - Train: 55.53% [694650/1251000] [555.3/1000.0] [batch_t 0.232 (0.235)] [data_t 0.007] [optim_t 0.226] [lr 0.001258] [CE 4.697 (4.284)] [KD 3.776 (3.576)] 2024-10-13 21:54:50,003 - Train: 55.53% [694700/1251000] [555.3/1000.0] [batch_t 0.243 (0.241)] [data_t 0.007] [optim_t 0.237] [lr 0.001258] [CE 4.731 (4.282)] [KD 3.728 (3.580)] 2024-10-13 21:55:02,423 - Train: 55.54% [694750/1251000] [555.4/1000.0] [batch_t 0.257 (0.248)] [data_t 0.010] [optim_t 0.247] [lr 0.001258] [CE 4.337 (4.295)] [KD 3.367 (3.567)] 2024-10-13 21:55:15,103 - Train: 55.54% [694800/1251000] [555.4/1000.0] [batch_t 0.243 (0.253)] [data_t 0.007] [optim_t 0.236] [lr 0.001258] [CE 4.453 (4.312)] [KD 3.558 (3.547)] 2024-10-13 21:55:26,881 - Train: 55.54% [694850/1251000] [555.4/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.001258] [CE 4.365 (4.209)] [KD 3.388 (3.490)] 2024-10-13 21:55:39,174 - Train: 55.55% [694900/1251000] [555.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.010] [optim_t 0.227] [lr 0.001258] [CE 4.281 (4.207)] [KD 3.733 (3.540)] 2024-10-13 21:55:51,568 - Train: 55.55% [694950/1251000] [555.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.008] [optim_t 0.225] [lr 0.001257] [CE 4.236 (4.330)] [KD 3.557 (3.603)] 2024-10-13 21:56:03,794 - Train: 55.56% [695000/1251000] [555.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.008] [optim_t 0.227] [lr 0.001257] [CE 4.601 (4.328)] [KD 3.948 (3.639)] 2024-10-13 21:56:16,021 - Train: 55.56% [695050/1251000] [555.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.001257] [CE 4.638 (4.271)] [KD 3.743 (3.559)] 2024-10-13 21:56:28,304 - Train: 55.56% [695100/1251000] [555.6/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.001257] [CE 4.492 (4.247)] [KD 3.785 (3.556)] 2024-10-13 21:56:40,591 - Train: 55.57% [695150/1251000] [555.7/1000.0] [batch_t 0.237 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.001257] [CE 3.425 (4.242)] [KD 2.947 (3.569)] 2024-10-13 21:56:53,240 - Train: 55.57% [695200/1251000] [555.7/1000.0] [batch_t 0.225 (0.253)] [data_t 0.007] [optim_t 0.218] [lr 0.001256] [CE 4.700 (4.344)] [KD 3.826 (3.621)] 2024-10-13 21:57:05,467 - Train: 55.58% [695250/1251000] [555.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.001256] [CE 4.536 (4.346)] [KD 3.886 (3.639)] 2024-10-13 21:57:17,525 - Train: 55.58% [695300/1251000] [555.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.007] [optim_t 0.233] [lr 0.001256] [CE 4.346 (4.318)] [KD 3.715 (3.578)] 2024-10-13 21:57:30,037 - Train: 55.58% [695350/1251000] [555.8/1000.0] [batch_t 0.252 (0.250)] [data_t 0.009] [optim_t 0.243] [lr 0.001256] [CE 4.318 (4.226)] [KD 3.563 (3.519)] 2024-10-13 21:57:42,731 - Train: 55.59% [695400/1251000] [555.9/1000.0] [batch_t 0.235 (0.254)] [data_t 0.006] [optim_t 0.228] [lr 0.001256] [CE 3.681 (4.313)] [KD 3.304 (3.594)] 2024-10-13 21:57:54,534 - Train: 55.59% [695450/1251000] [555.9/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.001255] [CE 4.456 (4.282)] [KD 3.710 (3.588)] 2024-10-13 21:58:06,896 - Train: 55.60% [695500/1251000] [556.0/1000.0] [batch_t 0.235 (0.247)] [data_t 0.010] [optim_t 0.226] [lr 0.001255] [CE 4.774 (4.333)] [KD 4.038 (3.620)] 2024-10-13 21:58:19,329 - Train: 55.60% [695550/1251000] [556.0/1000.0] [batch_t 0.211 (0.248)] [data_t 0.008] [optim_t 0.203] [lr 0.001255] [CE 4.111 (4.243)] [KD 3.656 (3.594)] 2024-10-13 21:58:29,163 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.158)] [top1_cnt 37551] [top5_cnt 46248] [top_all 50000] 2024-10-13 21:58:29,164 - net: 75.102 (92.496) 2024-10-13 21:58:37,781 - Test (net_E): 100.00% [50/50] [batch_t 0.157 (0.154)] [top1_cnt 39269] [top5_cnt 47098] [top_all 50000] 2024-10-13 21:58:37,782 - net_E: 78.538 (94.196) 2024-10-13 21:58:38,024 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.604 (epoch: 552)] 2024-10-13 21:58:38,025 - ==> Total time: 2 days, 1:20:30 Eta: 1 day, 15:24:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 21:59:01,463 - Train: 55.60% [695600/1251000] [556.0/1000.0] [batch_t 0.243 (0.255)] [data_t 0.007] [optim_t 0.236] [lr 0.001255] [CE 3.586 (4.363)] [KD 3.302 (3.611)] 2024-10-13 21:59:13,636 - Train: 55.61% [695650/1251000] [556.1/1000.0] [batch_t 0.213 (0.243)] [data_t 0.008] [optim_t 0.205] [lr 0.001255] [CE 4.508 (4.291)] [KD 3.699 (3.584)] 2024-10-13 21:59:25,773 - Train: 55.61% [695700/1251000] [556.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001255] [CE 4.280 (4.268)] [KD 3.519 (3.601)] 2024-10-13 21:59:38,240 - Train: 55.62% [695750/1251000] [556.2/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001254] [CE 4.461 (4.300)] [KD 3.805 (3.576)] 2024-10-13 21:59:50,067 - Train: 55.62% [695800/1251000] [556.2/1000.0] [batch_t 0.409 (0.236)] [data_t 0.007] [optim_t 0.402] [lr 0.001254] [CE 3.938 (4.262)] [KD 3.478 (3.586)] 2024-10-13 22:00:01,966 - Train: 55.62% [695850/1251000] [556.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.001254] [CE 4.001 (4.268)] [KD 3.280 (3.571)] 2024-10-13 22:00:14,601 - Train: 55.63% [695900/1251000] [556.3/1000.0] [batch_t 0.241 (0.253)] [data_t 0.007] [optim_t 0.234] [lr 0.001254] [CE 4.818 (4.298)] [KD 3.924 (3.614)] 2024-10-13 22:00:26,694 - Train: 55.63% [695950/1251000] [556.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.001254] [CE 4.714 (4.378)] [KD 3.823 (3.652)] 2024-10-13 22:00:38,801 - Train: 55.64% [696000/1251000] [556.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.011] [optim_t 0.230] [lr 0.001253] [CE 3.954 (4.229)] [KD 3.608 (3.512)] 2024-10-13 22:00:51,174 - Train: 55.64% [696050/1251000] [556.4/1000.0] [batch_t 0.228 (0.247)] [data_t 0.008] [optim_t 0.220] [lr 0.001253] [CE 4.686 (4.286)] [KD 3.837 (3.608)] 2024-10-13 22:01:03,347 - Train: 55.64% [696100/1251000] [556.4/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.001253] [CE 4.113 (4.326)] [KD 3.409 (3.595)] 2024-10-13 22:01:15,801 - Train: 55.65% [696150/1251000] [556.5/1000.0] [batch_t 0.231 (0.249)] [data_t 0.008] [optim_t 0.223] [lr 0.001253] [CE 4.428 (4.292)] [KD 3.634 (3.575)] 2024-10-13 22:01:27,890 - Train: 55.65% [696200/1251000] [556.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.001253] [CE 4.442 (4.300)] [KD 3.667 (3.569)] 2024-10-13 22:01:39,976 - Train: 55.66% [696250/1251000] [556.6/1000.0] [batch_t 0.228 (0.242)] [data_t 0.011] [optim_t 0.217] [lr 0.001253] [CE 4.145 (4.289)] [KD 3.356 (3.573)] 2024-10-13 22:01:51,953 - Train: 55.66% [696300/1251000] [556.6/1000.0] [batch_t 0.226 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.001252] [CE 4.384 (4.293)] [KD 3.722 (3.585)] 2024-10-13 22:02:04,070 - Train: 55.66% [696350/1251000] [556.6/1000.0] [batch_t 0.228 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.001252] [CE 3.961 (4.249)] [KD 3.199 (3.549)] 2024-10-13 22:02:15,786 - Train: 55.67% [696400/1251000] [556.7/1000.0] [batch_t 0.214 (0.234)] [data_t 0.007] [optim_t 0.207] [lr 0.001252] [CE 3.769 (4.241)] [KD 3.479 (3.541)] 2024-10-13 22:02:27,720 - Train: 55.67% [696450/1251000] [556.7/1000.0] [batch_t 0.250 (0.239)] [data_t 0.008] [optim_t 0.242] [lr 0.001252] [CE 3.953 (4.403)] [KD 3.654 (3.644)] 2024-10-13 22:02:39,940 - Train: 55.68% [696500/1251000] [556.8/1000.0] [batch_t 0.420 (0.244)] [data_t 0.007] [optim_t 0.413] [lr 0.001252] [CE 3.931 (4.186)] [KD 3.398 (3.551)] 2024-10-13 22:02:52,152 - Train: 55.68% [696550/1251000] [556.8/1000.0] [batch_t 0.219 (0.244)] [data_t 0.008] [optim_t 0.211] [lr 0.001251] [CE 4.538 (4.314)] [KD 3.885 (3.630)] 2024-10-13 22:03:03,729 - Train: 55.68% [696600/1251000] [556.8/1000.0] [batch_t 0.232 (0.231)] [data_t 0.007] [optim_t 0.226] [lr 0.001251] [CE 4.276 (4.298)] [KD 3.519 (3.584)] 2024-10-13 22:03:15,787 - Train: 55.69% [696650/1251000] [556.9/1000.0] [batch_t 0.246 (0.241)] [data_t 0.007] [optim_t 0.239] [lr 0.001251] [CE 4.000 (4.248)] [KD 3.427 (3.604)] 2024-10-13 22:03:28,583 - Train: 55.69% [696700/1251000] [556.9/1000.0] [batch_t 0.233 (0.256)] [data_t 0.008] [optim_t 0.226] [lr 0.001251] [CE 4.736 (4.380)] [KD 3.810 (3.700)] 2024-10-13 22:03:41,049 - Train: 55.70% [696750/1251000] [557.0/1000.0] [batch_t 0.535 (0.249)] [data_t 0.007] [optim_t 0.528] [lr 0.001251] [CE 4.205 (4.347)] [KD 3.677 (3.579)] 2024-10-13 22:03:52,515 - Train: 55.70% [696800/1251000] [557.0/1000.0] [batch_t 0.208 (0.229)] [data_t 0.006] [optim_t 0.202] [lr 0.001251] [CE 4.164 (4.288)] [KD 3.747 (3.595)] 2024-10-13 22:04:04,131 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.187)] [top1_cnt 37249] [top5_cnt 46089] [top_all 50000] 2024-10-13 22:04:04,132 - net: 74.498 (92.178) 2024-10-13 22:04:13,357 - Test (net_E): 100.00% [50/50] [batch_t 0.066 (0.168)] [top1_cnt 39299] [top5_cnt 47089] [top_all 50000] 2024-10-13 22:04:13,358 - net_E: 78.598 (94.178) 2024-10-13 22:04:13,608 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.604 (epoch: 552)] 2024-10-13 22:04:13,608 - ==> Total time: 2 days, 1:26:06 Eta: 1 day, 15:19:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:04:28,501 - Train: 55.70% [696850/1251000] [557.0/1000.0] [batch_t 0.242 (0.275)] [data_t 0.007] [optim_t 0.235] [lr 0.001250] [CE 4.437 (4.225)] [KD 3.354 (3.533)] 2024-10-13 22:04:40,773 - Train: 55.71% [696900/1251000] [557.1/1000.0] [batch_t 0.246 (0.245)] [data_t 0.010] [optim_t 0.235] [lr 0.001250] [CE 4.504 (4.300)] [KD 3.684 (3.579)] 2024-10-13 22:04:53,328 - Train: 55.71% [696950/1251000] [557.1/1000.0] [batch_t 0.226 (0.251)] [data_t 0.007] [optim_t 0.218] [lr 0.001250] [CE 4.251 (4.266)] [KD 3.551 (3.578)] 2024-10-13 22:05:05,395 - Train: 55.72% [697000/1251000] [557.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.010] [optim_t 0.224] [lr 0.001250] [CE 4.441 (4.254)] [KD 3.936 (3.592)] 2024-10-13 22:05:17,664 - Train: 55.72% [697050/1251000] [557.2/1000.0] [batch_t 0.239 (0.245)] [data_t 0.011] [optim_t 0.228] [lr 0.001250] [CE 4.002 (4.190)] [KD 3.518 (3.506)] 2024-10-13 22:05:29,799 - Train: 55.72% [697100/1251000] [557.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.001249] [CE 3.933 (4.314)] [KD 3.400 (3.568)] 2024-10-13 22:05:42,289 - Train: 55.73% [697150/1251000] [557.3/1000.0] [batch_t 0.224 (0.250)] [data_t 0.008] [optim_t 0.216] [lr 0.001249] [CE 4.480 (4.377)] [KD 3.788 (3.653)] 2024-10-13 22:05:54,662 - Train: 55.73% [697200/1251000] [557.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.008] [optim_t 0.226] [lr 0.001249] [CE 4.032 (4.306)] [KD 3.616 (3.634)] 2024-10-13 22:06:06,994 - Train: 55.74% [697250/1251000] [557.4/1000.0] [batch_t 0.247 (0.246)] [data_t 0.008] [optim_t 0.240] [lr 0.001249] [CE 4.131 (4.229)] [KD 3.355 (3.553)] 2024-10-13 22:06:19,157 - Train: 55.74% [697300/1251000] [557.4/1000.0] [batch_t 0.422 (0.243)] [data_t 0.010] [optim_t 0.412] [lr 0.001249] [CE 4.480 (4.292)] [KD 3.834 (3.578)] 2024-10-13 22:06:31,385 - Train: 55.74% [697350/1251000] [557.4/1000.0] [batch_t 0.230 (0.244)] [data_t 0.010] [optim_t 0.220] [lr 0.001249] [CE 4.502 (4.228)] [KD 3.651 (3.482)] 2024-10-13 22:06:43,595 - Train: 55.75% [697400/1251000] [557.5/1000.0] [batch_t 0.239 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.001248] [CE 4.021 (4.316)] [KD 3.620 (3.574)] 2024-10-13 22:06:55,538 - Train: 55.75% [697450/1251000] [557.5/1000.0] [batch_t 0.249 (0.239)] [data_t 0.008] [optim_t 0.240] [lr 0.001248] [CE 3.446 (4.264)] [KD 3.233 (3.582)] 2024-10-13 22:07:07,930 - Train: 55.76% [697500/1251000] [557.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.007] [optim_t 0.231] [lr 0.001248] [CE 4.591 (4.299)] [KD 3.827 (3.578)] 2024-10-13 22:07:20,159 - Train: 55.76% [697550/1251000] [557.6/1000.0] [batch_t 0.592 (0.244)] [data_t 0.008] [optim_t 0.584] [lr 0.001248] [CE 4.458 (4.230)] [KD 3.791 (3.522)] 2024-10-13 22:07:32,066 - Train: 55.76% [697600/1251000] [557.6/1000.0] [batch_t 0.244 (0.238)] [data_t 0.008] [optim_t 0.236] [lr 0.001248] [CE 4.282 (4.375)] [KD 3.485 (3.631)] 2024-10-13 22:07:44,433 - Train: 55.77% [697650/1251000] [557.7/1000.0] [batch_t 0.230 (0.247)] [data_t 0.010] [optim_t 0.220] [lr 0.001247] [CE 4.220 (4.321)] [KD 3.638 (3.590)] 2024-10-13 22:07:56,658 - Train: 55.77% [697700/1251000] [557.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.001247] [CE 4.681 (4.329)] [KD 3.796 (3.603)] 2024-10-13 22:08:08,297 - Train: 55.78% [697750/1251000] [557.8/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.001247] [CE 4.437 (4.301)] [KD 3.584 (3.581)] 2024-10-13 22:08:20,522 - Train: 55.78% [697800/1251000] [557.8/1000.0] [batch_t 0.229 (0.244)] [data_t 0.010] [optim_t 0.219] [lr 0.001247] [CE 4.190 (4.278)] [KD 3.635 (3.576)] 2024-10-13 22:08:32,770 - Train: 55.78% [697850/1251000] [557.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001247] [CE 4.131 (4.237)] [KD 3.548 (3.517)] 2024-10-13 22:08:44,620 - Train: 55.79% [697900/1251000] [557.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.224] [lr 0.001246] [CE 4.186 (4.327)] [KD 3.512 (3.557)] 2024-10-13 22:08:56,904 - Train: 55.79% [697950/1251000] [557.9/1000.0] [batch_t 0.225 (0.245)] [data_t 0.009] [optim_t 0.216] [lr 0.001246] [CE 3.734 (4.233)] [KD 3.380 (3.564)] 2024-10-13 22:09:09,334 - Train: 55.80% [698000/1251000] [558.0/1000.0] [batch_t 0.255 (0.248)] [data_t 0.007] [optim_t 0.248] [lr 0.001246] [CE 4.281 (4.332)] [KD 3.511 (3.624)] 2024-10-13 22:09:21,327 - Train: 55.80% [698050/1251000] [558.0/1000.0] [batch_t 0.219 (0.240)] [data_t 0.008] [optim_t 0.211] [lr 0.001246] [CE 4.660 (4.311)] [KD 3.670 (3.575)] 2024-10-13 22:09:31,426 - Test (net): 100.00% [50/50] [batch_t 0.091 (0.156)] [top1_cnt 37399] [top5_cnt 46197] [top_all 50000] 2024-10-13 22:09:31,427 - net: 74.798 (92.394) 2024-10-13 22:09:40,409 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.163)] [top1_cnt 39294] [top5_cnt 47098] [top_all 50000] 2024-10-13 22:09:40,410 - net_E: 78.588 (94.196) 2024-10-13 22:09:40,626 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.604 (epoch: 552)] 2024-10-13 22:09:40,626 - ==> Total time: 2 days, 1:31:33 Eta: 1 day, 15:13:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:09:54,252 - Train: 55.80% [698100/1251000] [558.0/1000.0] [batch_t 0.228 (0.252)] [data_t 0.007] [optim_t 0.221] [lr 0.001246] [CE 4.018 (4.374)] [KD 3.546 (3.575)] 2024-10-13 22:10:06,659 - Train: 55.81% [698150/1251000] [558.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.010] [optim_t 0.223] [lr 0.001246] [CE 4.372 (4.262)] [KD 3.554 (3.542)] 2024-10-13 22:10:18,665 - Train: 55.81% [698200/1251000] [558.1/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.001245] [CE 4.083 (4.277)] [KD 3.599 (3.611)] 2024-10-13 22:10:30,869 - Train: 55.82% [698250/1251000] [558.2/1000.0] [batch_t 0.229 (0.244)] [data_t 0.010] [optim_t 0.219] [lr 0.001245] [CE 3.963 (4.295)] [KD 3.485 (3.598)] 2024-10-13 22:10:43,101 - Train: 55.82% [698300/1251000] [558.2/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.001245] [CE 3.952 (4.364)] [KD 3.471 (3.661)] 2024-10-13 22:10:55,084 - Train: 55.82% [698350/1251000] [558.2/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.001245] [CE 4.681 (4.276)] [KD 3.676 (3.586)] 2024-10-13 22:11:07,225 - Train: 55.83% [698400/1251000] [558.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.001245] [CE 4.398 (4.228)] [KD 3.640 (3.506)] 2024-10-13 22:11:19,816 - Train: 55.83% [698450/1251000] [558.3/1000.0] [batch_t 0.232 (0.252)] [data_t 0.007] [optim_t 0.225] [lr 0.001244] [CE 4.353 (4.291)] [KD 3.655 (3.560)] 2024-10-13 22:11:31,588 - Train: 55.84% [698500/1251000] [558.4/1000.0] [batch_t 0.245 (0.235)] [data_t 0.007] [optim_t 0.237] [lr 0.001244] [CE 4.172 (4.281)] [KD 3.280 (3.609)] 2024-10-13 22:11:43,820 - Train: 55.84% [698550/1251000] [558.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.001244] [CE 4.602 (4.295)] [KD 3.572 (3.575)] 2024-10-13 22:11:56,193 - Train: 55.84% [698600/1251000] [558.4/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.001244] [CE 4.039 (4.245)] [KD 3.374 (3.503)] 2024-10-13 22:12:08,338 - Train: 55.85% [698650/1251000] [558.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.001244] [CE 4.070 (4.313)] [KD 3.686 (3.616)] 2024-10-13 22:12:20,312 - Train: 55.85% [698700/1251000] [558.5/1000.0] [batch_t 0.258 (0.239)] [data_t 0.007] [optim_t 0.251] [lr 0.001244] [CE 4.595 (4.324)] [KD 3.589 (3.603)] 2024-10-13 22:12:32,724 - Train: 55.86% [698750/1251000] [558.6/1000.0] [batch_t 0.229 (0.248)] [data_t 0.008] [optim_t 0.220] [lr 0.001243] [CE 4.669 (4.287)] [KD 3.768 (3.611)] 2024-10-13 22:12:44,697 - Train: 55.86% [698800/1251000] [558.6/1000.0] [batch_t 0.249 (0.239)] [data_t 0.010] [optim_t 0.239] [lr 0.001243] [CE 4.141 (4.323)] [KD 3.430 (3.611)] 2024-10-13 22:12:56,925 - Train: 55.86% [698850/1251000] [558.6/1000.0] [batch_t 0.418 (0.244)] [data_t 0.008] [optim_t 0.410] [lr 0.001243] [CE 4.088 (4.168)] [KD 3.395 (3.528)] 2024-10-13 22:13:09,308 - Train: 55.87% [698900/1251000] [558.7/1000.0] [batch_t 0.240 (0.247)] [data_t 0.008] [optim_t 0.233] [lr 0.001243] [CE 4.295 (4.343)] [KD 3.516 (3.641)] 2024-10-13 22:13:21,286 - Train: 55.87% [698950/1251000] [558.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.001243] [CE 4.366 (4.284)] [KD 3.477 (3.573)] 2024-10-13 22:13:33,590 - Train: 55.88% [699000/1251000] [558.8/1000.0] [batch_t 0.247 (0.246)] [data_t 0.009] [optim_t 0.239] [lr 0.001242] [CE 4.479 (4.289)] [KD 3.599 (3.543)] 2024-10-13 22:13:46,298 - Train: 55.88% [699050/1251000] [558.8/1000.0] [batch_t 0.228 (0.254)] [data_t 0.009] [optim_t 0.220] [lr 0.001242] [CE 4.254 (4.270)] [KD 3.636 (3.571)] 2024-10-13 22:13:58,145 - Train: 55.88% [699100/1251000] [558.8/1000.0] [batch_t 0.229 (0.237)] [data_t 0.008] [optim_t 0.221] [lr 0.001242] [CE 4.038 (4.285)] [KD 3.311 (3.598)] 2024-10-13 22:14:10,589 - Train: 55.89% [699150/1251000] [558.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.001242] [CE 4.031 (4.317)] [KD 3.676 (3.607)] 2024-10-13 22:14:23,388 - Train: 55.89% [699200/1251000] [558.9/1000.0] [batch_t 0.224 (0.256)] [data_t 0.010] [optim_t 0.214] [lr 0.001242] [CE 4.727 (4.252)] [KD 3.783 (3.600)] 2024-10-13 22:14:35,330 - Train: 55.90% [699250/1251000] [559.0/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.001242] [CE 3.834 (4.247)] [KD 3.372 (3.565)] 2024-10-13 22:14:47,060 - Train: 55.90% [699300/1251000] [559.0/1000.0] [batch_t 0.205 (0.234)] [data_t 0.006] [optim_t 0.199] [lr 0.001241] [CE 4.712 (4.367)] [KD 3.834 (3.550)] 2024-10-13 22:14:57,362 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.158)] [top1_cnt 37265] [top5_cnt 46203] [top_all 50000] 2024-10-13 22:14:57,362 - net: 74.530 (92.406) 2024-10-13 22:15:06,168 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 39294] [top5_cnt 47096] [top_all 50000] 2024-10-13 22:15:06,168 - net_E: 78.588 (94.192) 2024-10-13 22:15:06,355 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.604 (epoch: 552)] 2024-10-13 22:15:06,356 - ==> Total time: 2 days, 1:36:59 Eta: 1 day, 15:08:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:15:19,801 - Train: 55.90% [699350/1251000] [559.0/1000.0] [batch_t 0.229 (0.256)] [data_t 0.007] [optim_t 0.222] [lr 0.001241] [CE 4.026 (4.259)] [KD 3.347 (3.567)] 2024-10-13 22:15:32,330 - Train: 55.91% [699400/1251000] [559.1/1000.0] [batch_t 0.230 (0.250)] [data_t 0.010] [optim_t 0.221] [lr 0.001241] [CE 4.083 (4.260)] [KD 3.370 (3.548)] 2024-10-13 22:15:44,300 - Train: 55.91% [699450/1251000] [559.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.001241] [CE 4.073 (4.241)] [KD 3.355 (3.500)] 2024-10-13 22:15:56,161 - Train: 55.92% [699500/1251000] [559.2/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.001241] [CE 4.665 (4.302)] [KD 3.726 (3.523)] 2024-10-13 22:16:08,570 - Train: 55.92% [699550/1251000] [559.2/1000.0] [batch_t 0.263 (0.248)] [data_t 0.009] [optim_t 0.254] [lr 0.001240] [CE 4.361 (4.258)] [KD 3.501 (3.573)] 2024-10-13 22:16:20,786 - Train: 55.92% [699600/1251000] [559.2/1000.0] [batch_t 0.232 (0.244)] [data_t 0.010] [optim_t 0.221] [lr 0.001240] [CE 4.002 (4.302)] [KD 3.271 (3.570)] 2024-10-13 22:16:32,855 - Train: 55.93% [699650/1251000] [559.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.001240] [CE 4.879 (4.304)] [KD 3.804 (3.573)] 2024-10-13 22:16:45,231 - Train: 55.93% [699700/1251000] [559.3/1000.0] [batch_t 0.240 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.001240] [CE 4.596 (4.373)] [KD 3.639 (3.595)] 2024-10-13 22:16:57,116 - Train: 55.94% [699750/1251000] [559.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.012] [optim_t 0.222] [lr 0.001240] [CE 4.634 (4.276)] [KD 3.776 (3.525)] 2024-10-13 22:17:09,032 - Train: 55.94% [699800/1251000] [559.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001240] [CE 3.953 (4.277)] [KD 3.336 (3.557)] 2024-10-13 22:17:21,094 - Train: 55.94% [699850/1251000] [559.4/1000.0] [batch_t 0.224 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.001239] [CE 4.198 (4.283)] [KD 3.404 (3.585)] 2024-10-13 22:17:33,429 - Train: 55.95% [699900/1251000] [559.5/1000.0] [batch_t 0.246 (0.247)] [data_t 0.008] [optim_t 0.238] [lr 0.001239] [CE 3.710 (4.271)] [KD 3.251 (3.525)] 2024-10-13 22:17:45,216 - Train: 55.95% [699950/1251000] [559.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.010] [optim_t 0.226] [lr 0.001239] [CE 3.969 (4.237)] [KD 3.180 (3.526)] 2024-10-13 22:17:57,367 - Train: 55.96% [700000/1251000] [559.6/1000.0] [batch_t 0.225 (0.243)] [data_t 0.007] [optim_t 0.218] [lr 0.001239] [CE 4.022 (4.210)] [KD 3.467 (3.524)] 2024-10-13 22:18:09,169 - Train: 55.96% [700050/1251000] [559.6/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001239] [CE 3.797 (4.282)] [KD 3.571 (3.570)] 2024-10-13 22:18:21,312 - Train: 55.96% [700100/1251000] [559.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.006] [optim_t 0.226] [lr 0.001238] [CE 3.937 (4.251)] [KD 3.435 (3.538)] 2024-10-13 22:18:33,363 - Train: 55.97% [700150/1251000] [559.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.001238] [CE 4.530 (4.247)] [KD 4.033 (3.582)] 2024-10-13 22:18:46,046 - Train: 55.97% [700200/1251000] [559.7/1000.0] [batch_t 0.244 (0.253)] [data_t 0.008] [optim_t 0.237] [lr 0.001238] [CE 4.306 (4.268)] [KD 3.637 (3.594)] 2024-10-13 22:18:57,914 - Train: 55.98% [700250/1251000] [559.8/1000.0] [batch_t 0.243 (0.237)] [data_t 0.011] [optim_t 0.233] [lr 0.001238] [CE 4.456 (4.252)] [KD 3.773 (3.576)] 2024-10-13 22:19:10,643 - Train: 55.98% [700300/1251000] [559.8/1000.0] [batch_t 0.236 (0.254)] [data_t 0.010] [optim_t 0.226] [lr 0.001238] [CE 4.650 (4.357)] [KD 3.972 (3.641)] 2024-10-13 22:19:22,936 - Train: 55.98% [700350/1251000] [559.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.001238] [CE 4.252 (4.310)] [KD 3.315 (3.606)] 2024-10-13 22:19:35,747 - Train: 55.99% [700400/1251000] [559.9/1000.0] [batch_t 0.240 (0.256)] [data_t 0.007] [optim_t 0.234] [lr 0.001237] [CE 4.282 (4.264)] [KD 3.542 (3.535)] 2024-10-13 22:19:48,228 - Train: 55.99% [700450/1251000] [559.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.228] [lr 0.001237] [CE 3.806 (4.262)] [KD 3.364 (3.559)] 2024-10-13 22:20:00,321 - Train: 56.00% [700500/1251000] [560.0/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001237] [CE 4.174 (4.319)] [KD 3.379 (3.618)] 2024-10-13 22:20:12,370 - Train: 56.00% [700550/1251000] [560.0/1000.0] [batch_t 0.211 (0.241)] [data_t 0.008] [optim_t 0.203] [lr 0.001237] [CE 4.788 (4.298)] [KD 3.820 (3.577)] 2024-10-13 22:20:24,752 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.190)] [top1_cnt 37322] [top5_cnt 46087] [top_all 50000] 2024-10-13 22:20:24,752 - net: 74.644 (92.174) 2024-10-13 22:20:35,752 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.203)] [top1_cnt 39312] [top5_cnt 47096] [top_all 50000] 2024-10-13 22:20:35,753 - net_E: 78.624 (94.192) 2024-10-13 22:20:36,011 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.624 (epoch: 560)] 2024-10-13 22:20:36,011 - ==> Total time: 2 days, 1:42:28 Eta: 1 day, 15:03:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:20:58,844 - Train: 56.00% [700600/1251000] [560.0/1000.0] [batch_t 0.235 (0.262)] [data_t 0.008] [optim_t 0.228] [lr 0.001237] [CE 4.586 (4.329)] [KD 3.824 (3.640)] 2024-10-13 22:21:11,710 - Train: 56.01% [700650/1251000] [560.1/1000.0] [batch_t 0.465 (0.257)] [data_t 0.008] [optim_t 0.457] [lr 0.001236] [CE 4.435 (4.267)] [KD 3.679 (3.534)] 2024-10-13 22:21:24,073 - Train: 56.01% [700700/1251000] [560.1/1000.0] [batch_t 0.224 (0.247)] [data_t 0.009] [optim_t 0.215] [lr 0.001236] [CE 4.299 (4.236)] [KD 3.588 (3.500)] 2024-10-13 22:21:36,147 - Train: 56.02% [700750/1251000] [560.2/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.216] [lr 0.001236] [CE 3.716 (4.233)] [KD 3.253 (3.542)] 2024-10-13 22:21:48,658 - Train: 56.02% [700800/1251000] [560.2/1000.0] [batch_t 0.257 (0.250)] [data_t 0.007] [optim_t 0.250] [lr 0.001236] [CE 4.585 (4.243)] [KD 3.803 (3.556)] 2024-10-13 22:22:00,801 - Train: 56.02% [700850/1251000] [560.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.001236] [CE 4.103 (4.337)] [KD 3.706 (3.606)] 2024-10-13 22:22:13,260 - Train: 56.03% [700900/1251000] [560.3/1000.0] [batch_t 0.221 (0.249)] [data_t 0.010] [optim_t 0.211] [lr 0.001235] [CE 4.167 (4.332)] [KD 3.322 (3.595)] 2024-10-13 22:22:25,299 - Train: 56.03% [700950/1251000] [560.3/1000.0] [batch_t 0.228 (0.241)] [data_t 0.012] [optim_t 0.216] [lr 0.001235] [CE 4.472 (4.269)] [KD 3.646 (3.520)] 2024-10-13 22:22:37,720 - Train: 56.04% [701000/1251000] [560.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.001235] [CE 3.965 (4.373)] [KD 3.596 (3.679)] 2024-10-13 22:22:49,944 - Train: 56.04% [701050/1251000] [560.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.001235] [CE 4.139 (4.364)] [KD 3.735 (3.628)] 2024-10-13 22:23:01,617 - Train: 56.04% [701100/1251000] [560.4/1000.0] [batch_t 0.219 (0.233)] [data_t 0.007] [optim_t 0.212] [lr 0.001235] [CE 4.035 (4.328)] [KD 3.166 (3.551)] 2024-10-13 22:23:13,732 - Train: 56.05% [701150/1251000] [560.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001235] [CE 4.341 (4.258)] [KD 3.703 (3.560)] 2024-10-13 22:23:25,997 - Train: 56.05% [701200/1251000] [560.5/1000.0] [batch_t 0.214 (0.245)] [data_t 0.010] [optim_t 0.205] [lr 0.001234] [CE 4.347 (4.222)] [KD 3.516 (3.564)] 2024-10-13 22:23:37,702 - Train: 56.06% [701250/1251000] [560.6/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.001234] [CE 5.054 (4.312)] [KD 4.089 (3.612)] 2024-10-13 22:23:49,631 - Train: 56.06% [701300/1251000] [560.6/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001234] [CE 4.141 (4.312)] [KD 3.406 (3.603)] 2024-10-13 22:24:01,719 - Train: 56.06% [701350/1251000] [560.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.008] [optim_t 0.229] [lr 0.001234] [CE 4.419 (4.310)] [KD 3.679 (3.546)] 2024-10-13 22:24:14,139 - Train: 56.07% [701400/1251000] [560.7/1000.0] [batch_t 0.227 (0.248)] [data_t 0.007] [optim_t 0.220] [lr 0.001234] [CE 4.114 (4.238)] [KD 3.428 (3.535)] 2024-10-13 22:24:26,197 - Train: 56.07% [701450/1251000] [560.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.007] [optim_t 0.228] [lr 0.001233] [CE 4.158 (4.277)] [KD 3.487 (3.531)] 2024-10-13 22:24:38,385 - Train: 56.08% [701500/1251000] [560.8/1000.0] [batch_t 0.246 (0.244)] [data_t 0.010] [optim_t 0.236] [lr 0.001233] [CE 4.357 (4.300)] [KD 3.753 (3.612)] 2024-10-13 22:24:50,832 - Train: 56.08% [701550/1251000] [560.8/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.001233] [CE 4.498 (4.289)] [KD 3.700 (3.598)] 2024-10-13 22:25:03,081 - Train: 56.08% [701600/1251000] [560.8/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.001233] [CE 4.681 (4.358)] [KD 3.983 (3.624)] 2024-10-13 22:25:15,578 - Train: 56.09% [701650/1251000] [560.9/1000.0] [batch_t 0.250 (0.250)] [data_t 0.011] [optim_t 0.240] [lr 0.001233] [CE 4.165 (4.268)] [KD 3.505 (3.543)] 2024-10-13 22:25:27,424 - Train: 56.09% [701700/1251000] [560.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.011] [optim_t 0.225] [lr 0.001233] [CE 4.179 (4.231)] [KD 3.622 (3.541)] 2024-10-13 22:25:39,473 - Train: 56.10% [701750/1251000] [561.0/1000.0] [batch_t 0.234 (0.241)] [data_t 0.011] [optim_t 0.223] [lr 0.001232] [CE 4.622 (4.259)] [KD 3.731 (3.558)] 2024-10-13 22:25:51,797 - Train: 56.10% [701800/1251000] [561.0/1000.0] [batch_t 0.443 (0.246)] [data_t 0.008] [optim_t 0.435] [lr 0.001232] [CE 4.506 (4.241)] [KD 3.675 (3.596)] 2024-10-13 22:26:03,446 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.173)] [top1_cnt 37366] [top5_cnt 46159] [top_all 50000] 2024-10-13 22:26:03,446 - net: 74.732 (92.318) 2024-10-13 22:26:12,511 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 39302] [top5_cnt 47108] [top_all 50000] 2024-10-13 22:26:12,511 - net_E: 78.604 (94.216) 2024-10-13 22:26:12,728 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.624 (epoch: 560)] 2024-10-13 22:26:12,729 - ==> Total time: 2 days, 1:48:05 Eta: 1 day, 14:58:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:26:26,826 - Train: 56.10% [701850/1251000] [561.0/1000.0] [batch_t 0.226 (0.274)] [data_t 0.009] [optim_t 0.217] [lr 0.001232] [CE 4.432 (4.270)] [KD 3.626 (3.540)] 2024-10-13 22:26:39,235 - Train: 56.11% [701900/1251000] [561.1/1000.0] [batch_t 0.257 (0.248)] [data_t 0.008] [optim_t 0.249] [lr 0.001232] [CE 4.463 (4.307)] [KD 3.492 (3.596)] 2024-10-13 22:26:52,071 - Train: 56.11% [701950/1251000] [561.1/1000.0] [batch_t 0.218 (0.257)] [data_t 0.008] [optim_t 0.210] [lr 0.001232] [CE 4.354 (4.235)] [KD 3.603 (3.556)] 2024-10-13 22:27:03,848 - Train: 56.12% [702000/1251000] [561.2/1000.0] [batch_t 0.245 (0.235)] [data_t 0.010] [optim_t 0.235] [lr 0.001231] [CE 4.218 (4.250)] [KD 3.537 (3.499)] 2024-10-13 22:27:16,323 - Train: 56.12% [702050/1251000] [561.2/1000.0] [batch_t 0.250 (0.249)] [data_t 0.007] [optim_t 0.244] [lr 0.001231] [CE 4.384 (4.280)] [KD 3.595 (3.525)] 2024-10-13 22:27:28,668 - Train: 56.12% [702100/1251000] [561.2/1000.0] [batch_t 0.226 (0.247)] [data_t 0.007] [optim_t 0.218] [lr 0.001231] [CE 4.320 (4.284)] [KD 3.501 (3.545)] 2024-10-13 22:27:40,840 - Train: 56.13% [702150/1251000] [561.3/1000.0] [batch_t 0.226 (0.243)] [data_t 0.011] [optim_t 0.215] [lr 0.001231] [CE 4.620 (4.291)] [KD 3.667 (3.530)] 2024-10-13 22:27:53,012 - Train: 56.13% [702200/1251000] [561.3/1000.0] [batch_t 0.224 (0.243)] [data_t 0.007] [optim_t 0.218] [lr 0.001231] [CE 3.665 (4.312)] [KD 3.228 (3.542)] 2024-10-13 22:28:05,380 - Train: 56.14% [702250/1251000] [561.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.001231] [CE 4.027 (4.220)] [KD 3.481 (3.565)] 2024-10-13 22:28:17,471 - Train: 56.14% [702300/1251000] [561.4/1000.0] [batch_t 0.224 (0.242)] [data_t 0.007] [optim_t 0.217] [lr 0.001230] [CE 4.139 (4.301)] [KD 3.592 (3.577)] 2024-10-13 22:28:29,437 - Train: 56.14% [702350/1251000] [561.4/1000.0] [batch_t 0.245 (0.239)] [data_t 0.011] [optim_t 0.235] [lr 0.001230] [CE 3.970 (4.307)] [KD 3.094 (3.589)] 2024-10-13 22:28:42,015 - Train: 56.15% [702400/1251000] [561.5/1000.0] [batch_t 0.235 (0.251)] [data_t 0.010] [optim_t 0.226] [lr 0.001230] [CE 3.931 (4.308)] [KD 3.345 (3.525)] 2024-10-13 22:28:54,144 - Train: 56.15% [702450/1251000] [561.5/1000.0] [batch_t 0.220 (0.242)] [data_t 0.009] [optim_t 0.211] [lr 0.001230] [CE 3.880 (4.272)] [KD 3.409 (3.565)] 2024-10-13 22:29:05,793 - Train: 56.16% [702500/1251000] [561.6/1000.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.001230] [CE 4.495 (4.308)] [KD 3.627 (3.607)] 2024-10-13 22:29:18,402 - Train: 56.16% [702550/1251000] [561.6/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.001229] [CE 4.415 (4.340)] [KD 3.714 (3.625)] 2024-10-13 22:29:30,295 - Train: 56.16% [702600/1251000] [561.6/1000.0] [batch_t 0.243 (0.238)] [data_t 0.008] [optim_t 0.234] [lr 0.001229] [CE 4.487 (4.296)] [KD 3.769 (3.576)] 2024-10-13 22:29:42,537 - Train: 56.17% [702650/1251000] [561.7/1000.0] [batch_t 0.247 (0.245)] [data_t 0.010] [optim_t 0.237] [lr 0.001229] [CE 4.375 (4.332)] [KD 3.551 (3.618)] 2024-10-13 22:29:55,123 - Train: 56.17% [702700/1251000] [561.7/1000.0] [batch_t 0.229 (0.251)] [data_t 0.010] [optim_t 0.219] [lr 0.001229] [CE 4.138 (4.270)] [KD 3.720 (3.543)] 2024-10-13 22:30:07,313 - Train: 56.18% [702750/1251000] [561.8/1000.0] [batch_t 0.248 (0.244)] [data_t 0.010] [optim_t 0.238] [lr 0.001229] [CE 4.262 (4.322)] [KD 3.680 (3.617)] 2024-10-13 22:30:19,193 - Train: 56.18% [702800/1251000] [561.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.012] [optim_t 0.221] [lr 0.001229] [CE 4.106 (4.312)] [KD 3.356 (3.538)] 2024-10-13 22:30:31,745 - Train: 56.18% [702850/1251000] [561.8/1000.0] [batch_t 0.247 (0.251)] [data_t 0.009] [optim_t 0.238] [lr 0.001228] [CE 4.183 (4.253)] [KD 3.618 (3.562)] 2024-10-13 22:30:43,598 - Train: 56.19% [702900/1251000] [561.9/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.001228] [CE 4.198 (4.242)] [KD 3.585 (3.587)] 2024-10-13 22:30:55,765 - Train: 56.19% [702950/1251000] [561.9/1000.0] [batch_t 0.223 (0.243)] [data_t 0.010] [optim_t 0.212] [lr 0.001228] [CE 4.263 (4.277)] [KD 3.501 (3.605)] 2024-10-13 22:31:08,624 - Train: 56.20% [703000/1251000] [562.0/1000.0] [batch_t 0.229 (0.257)] [data_t 0.010] [optim_t 0.220] [lr 0.001228] [CE 4.235 (4.190)] [KD 3.628 (3.526)] 2024-10-13 22:31:21,033 - Train: 56.20% [703050/1251000] [562.0/1000.0] [batch_t 0.214 (0.248)] [data_t 0.008] [optim_t 0.205] [lr 0.001228] [CE 4.087 (4.332)] [KD 3.378 (3.568)] 2024-10-13 22:31:33,255 - Test (net): 100.00% [50/50] [batch_t 0.345 (0.182)] [top1_cnt 37318] [top5_cnt 46173] [top_all 50000] 2024-10-13 22:31:33,256 - net: 74.636 (92.346) 2024-10-13 22:31:42,184 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 39275] [top5_cnt 47114] [top_all 50000] 2024-10-13 22:31:42,184 - net_E: 78.550 (94.228) 2024-10-13 22:31:42,382 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.624 (epoch: 560)] 2024-10-13 22:31:42,382 - ==> Total time: 2 days, 1:53:35 Eta: 1 day, 14:53:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:31:55,646 - Train: 56.20% [703100/1251000] [562.0/1000.0] [batch_t 0.227 (0.264)] [data_t 0.008] [optim_t 0.219] [lr 0.001227] [CE 4.035 (4.173)] [KD 3.189 (3.486)] 2024-10-13 22:32:07,742 - Train: 56.21% [703150/1251000] [562.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.001227] [CE 4.578 (4.202)] [KD 3.609 (3.482)] 2024-10-13 22:32:20,387 - Train: 56.21% [703200/1251000] [562.1/1000.0] [batch_t 0.230 (0.253)] [data_t 0.007] [optim_t 0.223] [lr 0.001227] [CE 4.661 (4.339)] [KD 3.757 (3.597)] 2024-10-13 22:32:32,653 - Train: 56.22% [703250/1251000] [562.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.001227] [CE 4.025 (4.343)] [KD 3.447 (3.606)] 2024-10-13 22:32:44,614 - Train: 56.22% [703300/1251000] [562.2/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.001227] [CE 4.142 (4.230)] [KD 3.515 (3.507)] 2024-10-13 22:32:56,572 - Train: 56.22% [703350/1251000] [562.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.001227] [CE 4.197 (4.218)] [KD 3.515 (3.516)] 2024-10-13 22:33:08,859 - Train: 56.23% [703400/1251000] [562.3/1000.0] [batch_t 0.260 (0.246)] [data_t 0.007] [optim_t 0.253] [lr 0.001226] [CE 3.854 (4.285)] [KD 3.243 (3.582)] 2024-10-13 22:33:21,320 - Train: 56.23% [703450/1251000] [562.3/1000.0] [batch_t 0.229 (0.249)] [data_t 0.007] [optim_t 0.222] [lr 0.001226] [CE 4.144 (4.255)] [KD 3.419 (3.507)] 2024-10-13 22:33:33,074 - Train: 56.24% [703500/1251000] [562.4/1000.0] [batch_t 0.250 (0.235)] [data_t 0.007] [optim_t 0.243] [lr 0.001226] [CE 4.319 (4.351)] [KD 3.281 (3.585)] 2024-10-13 22:33:45,037 - Train: 56.24% [703550/1251000] [562.4/1000.0] [batch_t 0.248 (0.239)] [data_t 0.008] [optim_t 0.240] [lr 0.001226] [CE 4.850 (4.254)] [KD 3.846 (3.519)] 2024-10-13 22:33:57,576 - Train: 56.24% [703600/1251000] [562.4/1000.0] [batch_t 0.228 (0.251)] [data_t 0.011] [optim_t 0.217] [lr 0.001226] [CE 4.453 (4.300)] [KD 3.682 (3.599)] 2024-10-13 22:34:09,969 - Train: 56.25% [703650/1251000] [562.5/1000.0] [batch_t 0.230 (0.248)] [data_t 0.009] [optim_t 0.221] [lr 0.001225] [CE 4.285 (4.243)] [KD 3.376 (3.558)] 2024-10-13 22:34:22,023 - Train: 56.25% [703700/1251000] [562.5/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.001225] [CE 4.288 (4.318)] [KD 3.635 (3.594)] 2024-10-13 22:34:34,343 - Train: 56.25% [703750/1251000] [562.5/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.001225] [CE 4.082 (4.294)] [KD 3.265 (3.558)] 2024-10-13 22:34:46,611 - Train: 56.26% [703800/1251000] [562.6/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.001225] [CE 4.231 (4.259)] [KD 3.539 (3.532)] 2024-10-13 22:34:58,781 - Train: 56.26% [703850/1251000] [562.6/1000.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.001225] [CE 4.674 (4.268)] [KD 3.880 (3.579)] 2024-10-13 22:35:11,315 - Train: 56.27% [703900/1251000] [562.7/1000.0] [batch_t 0.230 (0.251)] [data_t 0.008] [optim_t 0.222] [lr 0.001225] [CE 4.228 (4.241)] [KD 3.235 (3.538)] 2024-10-13 22:35:23,084 - Train: 56.27% [703950/1251000] [562.7/1000.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.001224] [CE 4.535 (4.303)] [KD 3.661 (3.560)] 2024-10-13 22:35:35,343 - Train: 56.27% [704000/1251000] [562.7/1000.0] [batch_t 0.227 (0.245)] [data_t 0.006] [optim_t 0.221] [lr 0.001224] [CE 4.002 (4.239)] [KD 3.394 (3.604)] 2024-10-13 22:35:47,665 - Train: 56.28% [704050/1251000] [562.8/1000.0] [batch_t 0.241 (0.246)] [data_t 0.010] [optim_t 0.231] [lr 0.001224] [CE 4.568 (4.317)] [KD 3.673 (3.564)] 2024-10-13 22:35:59,272 - Train: 56.28% [704100/1251000] [562.8/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.219] [lr 0.001224] [CE 4.217 (4.329)] [KD 3.341 (3.582)] 2024-10-13 22:36:11,351 - Train: 56.29% [704150/1251000] [562.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.001224] [CE 4.392 (4.261)] [KD 3.724 (3.527)] 2024-10-13 22:36:24,679 - Train: 56.29% [704200/1251000] [562.9/1000.0] [batch_t 0.234 (0.266)] [data_t 0.008] [optim_t 0.225] [lr 0.001223] [CE 4.921 (4.355)] [KD 3.991 (3.628)] 2024-10-13 22:36:37,193 - Train: 56.29% [704250/1251000] [562.9/1000.0] [batch_t 0.232 (0.250)] [data_t 0.008] [optim_t 0.225] [lr 0.001223] [CE 4.418 (4.379)] [KD 3.579 (3.596)] 2024-10-13 22:36:48,999 - Train: 56.30% [704300/1251000] [563.0/1000.0] [batch_t 0.217 (0.236)] [data_t 0.010] [optim_t 0.206] [lr 0.001223] [CE 4.443 (4.276)] [KD 3.579 (3.538)] 2024-10-13 22:37:00,551 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 37274] [top5_cnt 46148] [top_all 50000] 2024-10-13 22:37:00,552 - net: 74.548 (92.296) 2024-10-13 22:37:09,933 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.171)] [top1_cnt 39270] [top5_cnt 47100] [top_all 50000] 2024-10-13 22:37:09,934 - net_E: 78.540 (94.200) 2024-10-13 22:37:10,139 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.624 (epoch: 560)] 2024-10-13 22:37:10,140 - ==> Total time: 2 days, 1:59:02 Eta: 1 day, 14:47:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:37:23,359 - Train: 56.30% [704350/1251000] [563.0/1000.0] [batch_t 0.237 (0.269)] [data_t 0.007] [optim_t 0.230] [lr 0.001223] [CE 4.701 (4.304)] [KD 3.750 (3.513)] 2024-10-13 22:37:35,629 - Train: 56.31% [704400/1251000] [563.1/1000.0] [batch_t 0.225 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.001223] [CE 4.432 (4.361)] [KD 3.501 (3.547)] 2024-10-13 22:37:48,326 - Train: 56.31% [704450/1251000] [563.1/1000.0] [batch_t 0.242 (0.254)] [data_t 0.008] [optim_t 0.234] [lr 0.001223] [CE 4.499 (4.239)] [KD 3.714 (3.536)] 2024-10-13 22:38:00,137 - Train: 56.31% [704500/1251000] [563.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001222] [CE 4.177 (4.280)] [KD 3.426 (3.536)] 2024-10-13 22:38:12,678 - Train: 56.32% [704550/1251000] [563.2/1000.0] [batch_t 0.444 (0.251)] [data_t 0.009] [optim_t 0.434] [lr 0.001222] [CE 4.718 (4.288)] [KD 3.881 (3.568)] 2024-10-13 22:38:24,601 - Train: 56.32% [704600/1251000] [563.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.001222] [CE 4.336 (4.295)] [KD 3.550 (3.579)] 2024-10-13 22:38:37,042 - Train: 56.33% [704650/1251000] [563.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.007] [optim_t 0.229] [lr 0.001222] [CE 4.192 (4.286)] [KD 3.566 (3.525)] 2024-10-13 22:38:48,912 - Train: 56.33% [704700/1251000] [563.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.001222] [CE 4.335 (4.281)] [KD 3.606 (3.557)] 2024-10-13 22:39:01,261 - Train: 56.33% [704750/1251000] [563.3/1000.0] [batch_t 0.259 (0.247)] [data_t 0.007] [optim_t 0.252] [lr 0.001221] [CE 4.361 (4.284)] [KD 3.590 (3.535)] 2024-10-13 22:39:13,673 - Train: 56.34% [704800/1251000] [563.4/1000.0] [batch_t 0.244 (0.248)] [data_t 0.011] [optim_t 0.233] [lr 0.001221] [CE 4.472 (4.269)] [KD 3.558 (3.515)] 2024-10-13 22:39:26,108 - Train: 56.34% [704850/1251000] [563.4/1000.0] [batch_t 0.228 (0.249)] [data_t 0.007] [optim_t 0.221] [lr 0.001221] [CE 4.146 (4.167)] [KD 3.529 (3.493)] 2024-10-13 22:39:38,807 - Train: 56.35% [704900/1251000] [563.5/1000.0] [batch_t 0.224 (0.254)] [data_t 0.010] [optim_t 0.213] [lr 0.001221] [CE 3.898 (4.279)] [KD 3.163 (3.497)] 2024-10-13 22:39:50,871 - Train: 56.35% [704950/1251000] [563.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.001221] [CE 4.686 (4.240)] [KD 3.624 (3.488)] 2024-10-13 22:40:02,913 - Train: 56.35% [705000/1251000] [563.5/1000.0] [batch_t 0.245 (0.241)] [data_t 0.008] [optim_t 0.237] [lr 0.001220] [CE 4.554 (4.253)] [KD 3.630 (3.493)] 2024-10-13 22:40:15,526 - Train: 56.36% [705050/1251000] [563.6/1000.0] [batch_t 0.250 (0.252)] [data_t 0.009] [optim_t 0.241] [lr 0.001220] [CE 4.450 (4.346)] [KD 3.594 (3.608)] 2024-10-13 22:40:27,780 - Train: 56.36% [705100/1251000] [563.6/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.001220] [CE 4.307 (4.305)] [KD 3.516 (3.573)] 2024-10-13 22:40:39,729 - Train: 56.37% [705150/1251000] [563.7/1000.0] [batch_t 0.228 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.001220] [CE 4.347 (4.290)] [KD 3.353 (3.576)] 2024-10-13 22:40:52,299 - Train: 56.37% [705200/1251000] [563.7/1000.0] [batch_t 0.228 (0.251)] [data_t 0.008] [optim_t 0.220] [lr 0.001220] [CE 4.019 (4.282)] [KD 3.685 (3.497)] 2024-10-13 22:41:04,381 - Train: 56.37% [705250/1251000] [563.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001220] [CE 3.805 (4.250)] [KD 3.315 (3.504)] 2024-10-13 22:41:16,674 - Train: 56.38% [705300/1251000] [563.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.001219] [CE 4.205 (4.311)] [KD 3.478 (3.648)] 2024-10-13 22:41:28,882 - Train: 56.38% [705350/1251000] [563.8/1000.0] [batch_t 0.224 (0.244)] [data_t 0.010] [optim_t 0.214] [lr 0.001219] [CE 4.552 (4.318)] [KD 3.409 (3.567)] 2024-10-13 22:41:40,916 - Train: 56.39% [705400/1251000] [563.9/1000.0] [batch_t 0.254 (0.240)] [data_t 0.008] [optim_t 0.246] [lr 0.001219] [CE 3.930 (4.327)] [KD 3.467 (3.649)] 2024-10-13 22:41:53,230 - Train: 56.39% [705450/1251000] [563.9/1000.0] [batch_t 0.220 (0.246)] [data_t 0.010] [optim_t 0.210] [lr 0.001219] [CE 4.754 (4.299)] [KD 3.898 (3.589)] 2024-10-13 22:42:05,696 - Train: 56.39% [705500/1251000] [563.9/1000.0] [batch_t 0.247 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.001219] [CE 4.114 (4.300)] [KD 3.463 (3.618)] 2024-10-13 22:42:17,761 - Train: 56.40% [705550/1251000] [564.0/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.001218] [CE 4.477 (4.292)] [KD 3.677 (3.590)] 2024-10-13 22:42:29,353 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 37397] [top5_cnt 46247] [top_all 50000] 2024-10-13 22:42:29,353 - net: 74.794 (92.494) 2024-10-13 22:42:38,344 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 39347] [top5_cnt 47100] [top_all 50000] 2024-10-13 22:42:38,345 - net_E: 78.694 (94.200) 2024-10-13 22:42:38,550 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.694 (epoch: 564)] 2024-10-13 22:42:38,551 - ==> Total time: 2 days, 2:04:31 Eta: 1 day, 14:42:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:43:00,064 - Train: 56.40% [705600/1251000] [564.0/1000.0] [batch_t 0.244 (0.255)] [data_t 0.008] [optim_t 0.236] [lr 0.001218] [CE 4.372 (4.289)] [KD 3.570 (3.528)] 2024-10-13 22:43:12,443 - Train: 56.41% [705650/1251000] [564.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.001218] [CE 4.385 (4.336)] [KD 3.552 (3.515)] 2024-10-13 22:43:25,127 - Train: 56.41% [705700/1251000] [564.1/1000.0] [batch_t 0.217 (0.253)] [data_t 0.009] [optim_t 0.208] [lr 0.001218] [CE 4.197 (4.294)] [KD 3.427 (3.546)] 2024-10-13 22:43:36,876 - Train: 56.41% [705750/1251000] [564.1/1000.0] [batch_t 0.246 (0.235)] [data_t 0.007] [optim_t 0.239] [lr 0.001218] [CE 3.913 (4.315)] [KD 3.273 (3.552)] 2024-10-13 22:43:49,412 - Train: 56.42% [705800/1251000] [564.2/1000.0] [batch_t 0.238 (0.251)] [data_t 0.007] [optim_t 0.231] [lr 0.001218] [CE 4.514 (4.256)] [KD 3.755 (3.523)] 2024-10-13 22:44:01,460 - Train: 56.42% [705850/1251000] [564.2/1000.0] [batch_t 0.248 (0.241)] [data_t 0.008] [optim_t 0.240] [lr 0.001217] [CE 4.742 (4.312)] [KD 3.752 (3.530)] 2024-10-13 22:44:13,876 - Train: 56.43% [705900/1251000] [564.3/1000.0] [batch_t 0.245 (0.248)] [data_t 0.010] [optim_t 0.235] [lr 0.001217] [CE 4.653 (4.232)] [KD 3.884 (3.479)] 2024-10-13 22:44:26,059 - Train: 56.43% [705950/1251000] [564.3/1000.0] [batch_t 0.229 (0.243)] [data_t 0.011] [optim_t 0.218] [lr 0.001217] [CE 4.240 (4.217)] [KD 3.729 (3.504)] 2024-10-13 22:44:38,254 - Train: 56.43% [706000/1251000] [564.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.006] [optim_t 0.232] [lr 0.001217] [CE 4.495 (4.237)] [KD 3.574 (3.487)] 2024-10-13 22:44:50,365 - Train: 56.44% [706050/1251000] [564.4/1000.0] [batch_t 0.226 (0.242)] [data_t 0.007] [optim_t 0.219] [lr 0.001217] [CE 4.364 (4.338)] [KD 3.521 (3.626)] 2024-10-13 22:45:02,974 - Train: 56.44% [706100/1251000] [564.4/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.001216] [CE 4.144 (4.371)] [KD 3.519 (3.618)] 2024-10-13 22:45:15,038 - Train: 56.45% [706150/1251000] [564.5/1000.0] [batch_t 0.247 (0.241)] [data_t 0.010] [optim_t 0.237] [lr 0.001216] [CE 4.336 (4.246)] [KD 3.600 (3.544)] 2024-10-13 22:45:27,354 - Train: 56.45% [706200/1251000] [564.5/1000.0] [batch_t 0.244 (0.246)] [data_t 0.007] [optim_t 0.237] [lr 0.001216] [CE 4.726 (4.290)] [KD 3.688 (3.495)] 2024-10-13 22:45:39,953 - Train: 56.45% [706250/1251000] [564.5/1000.0] [batch_t 0.221 (0.252)] [data_t 0.007] [optim_t 0.213] [lr 0.001216] [CE 4.009 (4.288)] [KD 3.247 (3.564)] 2024-10-13 22:45:52,507 - Train: 56.46% [706300/1251000] [564.6/1000.0] [batch_t 0.224 (0.251)] [data_t 0.009] [optim_t 0.215] [lr 0.001216] [CE 4.417 (4.224)] [KD 3.519 (3.538)] 2024-10-13 22:46:04,870 - Train: 56.46% [706350/1251000] [564.6/1000.0] [batch_t 0.248 (0.247)] [data_t 0.010] [optim_t 0.239] [lr 0.001216] [CE 4.523 (4.303)] [KD 3.794 (3.559)] 2024-10-13 22:46:17,654 - Train: 56.47% [706400/1251000] [564.7/1000.0] [batch_t 0.422 (0.255)] [data_t 0.010] [optim_t 0.412] [lr 0.001215] [CE 4.442 (4.191)] [KD 3.595 (3.507)] 2024-10-13 22:46:29,460 - Train: 56.47% [706450/1251000] [564.7/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001215] [CE 3.869 (4.329)] [KD 3.263 (3.595)] 2024-10-13 22:46:42,044 - Train: 56.47% [706500/1251000] [564.7/1000.0] [batch_t 0.240 (0.251)] [data_t 0.008] [optim_t 0.232] [lr 0.001215] [CE 4.130 (4.315)] [KD 3.563 (3.609)] 2024-10-13 22:46:54,516 - Train: 56.48% [706550/1251000] [564.8/1000.0] [batch_t 0.257 (0.249)] [data_t 0.006] [optim_t 0.251] [lr 0.001215] [CE 4.325 (4.259)] [KD 3.578 (3.556)] 2024-10-13 22:47:06,766 - Train: 56.48% [706600/1251000] [564.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.001215] [CE 4.346 (4.303)] [KD 3.659 (3.539)] 2024-10-13 22:47:18,789 - Train: 56.49% [706650/1251000] [564.9/1000.0] [batch_t 0.244 (0.240)] [data_t 0.008] [optim_t 0.236] [lr 0.001214] [CE 4.212 (4.295)] [KD 3.470 (3.543)] 2024-10-13 22:47:31,625 - Train: 56.49% [706700/1251000] [564.9/1000.0] [batch_t 0.234 (0.257)] [data_t 0.008] [optim_t 0.227] [lr 0.001214] [CE 4.231 (4.326)] [KD 3.474 (3.590)] 2024-10-13 22:47:43,614 - Train: 56.49% [706750/1251000] [564.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.006] [optim_t 0.232] [lr 0.001214] [CE 4.256 (4.275)] [KD 3.639 (3.529)] 2024-10-13 22:47:55,470 - Train: 56.50% [706800/1251000] [565.0/1000.0] [batch_t 0.262 (0.237)] [data_t 0.016] [optim_t 0.246] [lr 0.001214] [CE 4.463 (4.320)] [KD 3.903 (3.555)] 2024-10-13 22:48:09,623 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.203)] [top1_cnt 37497] [top5_cnt 46240] [top_all 50000] 2024-10-13 22:48:09,624 - net: 74.994 (92.480) 2024-10-13 22:48:19,745 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.186)] [top1_cnt 39337] [top5_cnt 47112] [top_all 50000] 2024-10-13 22:48:19,745 - net_E: 78.674 (94.224) 2024-10-13 22:48:19,940 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.694 (epoch: 564)] 2024-10-13 22:48:19,941 - ==> Total time: 2 days, 2:10:12 Eta: 1 day, 14:37:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:48:32,561 - Train: 56.50% [706850/1251000] [565.0/1000.0] [batch_t 0.225 (0.271)] [data_t 0.009] [optim_t 0.216] [lr 0.001214] [CE 4.488 (4.364)] [KD 3.447 (3.581)] 2024-10-13 22:48:44,748 - Train: 56.51% [706900/1251000] [565.1/1000.0] [batch_t 0.245 (0.244)] [data_t 0.010] [optim_t 0.236] [lr 0.001214] [CE 4.099 (4.286)] [KD 3.588 (3.566)] 2024-10-13 22:48:57,074 - Train: 56.51% [706950/1251000] [565.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.006] [optim_t 0.231] [lr 0.001213] [CE 4.917 (4.319)] [KD 3.882 (3.565)] 2024-10-13 22:49:09,469 - Train: 56.51% [707000/1251000] [565.1/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.001213] [CE 3.957 (4.210)] [KD 3.408 (3.473)] 2024-10-13 22:49:21,596 - Train: 56.52% [707050/1251000] [565.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.001213] [CE 4.215 (4.199)] [KD 3.321 (3.499)] 2024-10-13 22:49:33,347 - Train: 56.52% [707100/1251000] [565.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001213] [CE 3.934 (4.256)] [KD 3.331 (3.538)] 2024-10-13 22:49:46,059 - Train: 56.53% [707150/1251000] [565.3/1000.0] [batch_t 0.245 (0.254)] [data_t 0.008] [optim_t 0.237] [lr 0.001213] [CE 4.129 (4.248)] [KD 3.422 (3.476)] 2024-10-13 22:49:58,442 - Train: 56.53% [707200/1251000] [565.3/1000.0] [batch_t 0.456 (0.247)] [data_t 0.009] [optim_t 0.447] [lr 0.001212] [CE 4.113 (4.254)] [KD 3.290 (3.511)] 2024-10-13 22:50:10,825 - Train: 56.53% [707250/1251000] [565.3/1000.0] [batch_t 0.225 (0.247)] [data_t 0.009] [optim_t 0.216] [lr 0.001212] [CE 4.254 (4.251)] [KD 3.435 (3.482)] 2024-10-13 22:50:22,828 - Train: 56.54% [707300/1251000] [565.4/1000.0] [batch_t 0.243 (0.240)] [data_t 0.007] [optim_t 0.236] [lr 0.001212] [CE 4.216 (4.271)] [KD 3.315 (3.507)] 2024-10-13 22:50:35,067 - Train: 56.54% [707350/1251000] [565.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.001212] [CE 4.683 (4.336)] [KD 3.772 (3.555)] 2024-10-13 22:50:47,345 - Train: 56.55% [707400/1251000] [565.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.006] [optim_t 0.232] [lr 0.001212] [CE 4.183 (4.250)] [KD 3.547 (3.533)] 2024-10-13 22:50:59,771 - Train: 56.55% [707450/1251000] [565.5/1000.0] [batch_t 0.251 (0.248)] [data_t 0.010] [optim_t 0.241] [lr 0.001212] [CE 4.262 (4.267)] [KD 3.429 (3.534)] 2024-10-13 22:51:12,157 - Train: 56.55% [707500/1251000] [565.5/1000.0] [batch_t 0.231 (0.248)] [data_t 0.008] [optim_t 0.223] [lr 0.001211] [CE 4.550 (4.292)] [KD 3.797 (3.545)] 2024-10-13 22:51:24,653 - Train: 56.56% [707550/1251000] [565.6/1000.0] [batch_t 0.241 (0.250)] [data_t 0.010] [optim_t 0.232] [lr 0.001211] [CE 4.723 (4.310)] [KD 3.675 (3.566)] 2024-10-13 22:51:36,724 - Train: 56.56% [707600/1251000] [565.6/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.001211] [CE 4.125 (4.289)] [KD 3.506 (3.533)] 2024-10-13 22:51:48,907 - Train: 56.57% [707650/1251000] [565.7/1000.0] [batch_t 0.228 (0.243)] [data_t 0.010] [optim_t 0.218] [lr 0.001211] [CE 4.788 (4.236)] [KD 3.940 (3.548)] 2024-10-13 22:52:01,095 - Train: 56.57% [707700/1251000] [565.7/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.233] [lr 0.001211] [CE 3.993 (4.246)] [KD 3.439 (3.591)] 2024-10-13 22:52:13,330 - Train: 56.57% [707750/1251000] [565.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.001210] [CE 4.699 (4.286)] [KD 3.779 (3.536)] 2024-10-13 22:52:25,597 - Train: 56.58% [707800/1251000] [565.8/1000.0] [batch_t 0.230 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.001210] [CE 4.779 (4.286)] [KD 3.803 (3.534)] 2024-10-13 22:52:38,362 - Train: 56.58% [707850/1251000] [565.8/1000.0] [batch_t 0.233 (0.255)] [data_t 0.007] [optim_t 0.227] [lr 0.001210] [CE 4.018 (4.234)] [KD 3.268 (3.561)] 2024-10-13 22:52:50,652 - Train: 56.59% [707900/1251000] [565.9/1000.0] [batch_t 0.230 (0.246)] [data_t 0.008] [optim_t 0.222] [lr 0.001210] [CE 3.514 (4.260)] [KD 3.167 (3.528)] 2024-10-13 22:53:02,777 - Train: 56.59% [707950/1251000] [565.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001210] [CE 4.793 (4.301)] [KD 3.828 (3.606)] 2024-10-13 22:53:15,763 - Train: 56.59% [708000/1251000] [565.9/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.227] [lr 0.001210] [CE 4.147 (4.247)] [KD 3.479 (3.583)] 2024-10-13 22:53:27,719 - Train: 56.60% [708050/1251000] [566.0/1000.0] [batch_t 0.245 (0.239)] [data_t 0.008] [optim_t 0.237] [lr 0.001209] [CE 4.508 (4.218)] [KD 3.762 (3.542)] 2024-10-13 22:53:40,286 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 37301] [top5_cnt 46138] [top_all 50000] 2024-10-13 22:53:40,287 - net: 74.602 (92.276) 2024-10-13 22:53:49,596 - Test (net_E): 100.00% [50/50] [batch_t 0.225 (0.169)] [top1_cnt 39325] [top5_cnt 47115] [top_all 50000] 2024-10-13 22:53:49,597 - net_E: 78.650 (94.230) 2024-10-13 22:53:49,836 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.694 (epoch: 564)] 2024-10-13 22:53:49,837 - ==> Total time: 2 days, 2:15:42 Eta: 1 day, 14:32:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:54:02,566 - Train: 56.60% [708100/1251000] [566.0/1000.0] [batch_t 0.234 (0.281)] [data_t 0.010] [optim_t 0.223] [lr 0.001209] [CE 4.266 (4.210)] [KD 3.584 (3.542)] 2024-10-13 22:54:14,741 - Train: 56.61% [708150/1251000] [566.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001209] [CE 4.610 (4.265)] [KD 3.816 (3.560)] 2024-10-13 22:54:27,150 - Train: 56.61% [708200/1251000] [566.1/1000.0] [batch_t 0.248 (0.248)] [data_t 0.007] [optim_t 0.240] [lr 0.001209] [CE 4.351 (4.305)] [KD 3.761 (3.625)] 2024-10-13 22:54:39,344 - Train: 56.61% [708250/1251000] [566.1/1000.0] [batch_t 0.245 (0.244)] [data_t 0.006] [optim_t 0.238] [lr 0.001209] [CE 4.900 (4.270)] [KD 3.897 (3.570)] 2024-10-13 22:54:52,250 - Train: 56.62% [708300/1251000] [566.2/1000.0] [batch_t 0.239 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.001208] [CE 4.527 (4.166)] [KD 3.777 (3.500)] 2024-10-13 22:55:04,059 - Train: 56.62% [708350/1251000] [566.2/1000.0] [batch_t 0.243 (0.236)] [data_t 0.007] [optim_t 0.237] [lr 0.001208] [CE 4.705 (4.372)] [KD 3.630 (3.574)] 2024-10-13 22:55:16,260 - Train: 56.63% [708400/1251000] [566.3/1000.0] [batch_t 0.225 (0.244)] [data_t 0.010] [optim_t 0.215] [lr 0.001208] [CE 4.136 (4.264)] [KD 3.414 (3.559)] 2024-10-13 22:55:28,043 - Train: 56.63% [708450/1251000] [566.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.007] [optim_t 0.226] [lr 0.001208] [CE 4.154 (4.256)] [KD 3.691 (3.561)] 2024-10-13 22:55:40,417 - Train: 56.63% [708500/1251000] [566.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.001208] [CE 3.707 (4.236)] [KD 3.139 (3.493)] 2024-10-13 22:55:52,287 - Train: 56.64% [708550/1251000] [566.4/1000.0] [batch_t 0.233 (0.237)] [data_t 0.008] [optim_t 0.224] [lr 0.001208] [CE 4.356 (4.274)] [KD 3.571 (3.559)] 2024-10-13 22:56:04,563 - Train: 56.64% [708600/1251000] [566.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001207] [CE 4.760 (4.347)] [KD 3.783 (3.587)] 2024-10-13 22:56:16,379 - Train: 56.65% [708650/1251000] [566.5/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.218] [lr 0.001207] [CE 3.789 (4.271)] [KD 3.268 (3.552)] 2024-10-13 22:56:28,768 - Train: 56.65% [708700/1251000] [566.5/1000.0] [batch_t 0.223 (0.248)] [data_t 0.007] [optim_t 0.215] [lr 0.001207] [CE 4.205 (4.201)] [KD 3.558 (3.536)] 2024-10-13 22:56:40,543 - Train: 56.65% [708750/1251000] [566.5/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.001207] [CE 4.317 (4.397)] [KD 3.624 (3.601)] 2024-10-13 22:56:52,514 - Train: 56.66% [708800/1251000] [566.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.007] [optim_t 0.231] [lr 0.001207] [CE 4.626 (4.323)] [KD 3.646 (3.550)] 2024-10-13 22:57:04,913 - Train: 56.66% [708850/1251000] [566.6/1000.0] [batch_t 0.219 (0.248)] [data_t 0.006] [optim_t 0.212] [lr 0.001206] [CE 4.067 (4.364)] [KD 3.301 (3.597)] 2024-10-13 22:57:17,840 - Train: 56.67% [708900/1251000] [566.7/1000.0] [batch_t 0.225 (0.258)] [data_t 0.007] [optim_t 0.218] [lr 0.001206] [CE 4.784 (4.286)] [KD 3.893 (3.540)] 2024-10-13 22:57:29,769 - Train: 56.67% [708950/1251000] [566.7/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.001206] [CE 4.633 (4.204)] [KD 3.672 (3.474)] 2024-10-13 22:57:42,079 - Train: 56.67% [709000/1251000] [566.7/1000.0] [batch_t 0.233 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.001206] [CE 4.172 (4.271)] [KD 3.628 (3.515)] 2024-10-13 22:57:54,243 - Train: 56.68% [709050/1251000] [566.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.001206] [CE 4.153 (4.248)] [KD 3.484 (3.482)] 2024-10-13 22:58:06,245 - Train: 56.68% [709100/1251000] [566.8/1000.0] [batch_t 0.249 (0.240)] [data_t 0.006] [optim_t 0.243] [lr 0.001206] [CE 4.219 (4.304)] [KD 3.433 (3.502)] 2024-10-13 22:58:18,336 - Train: 56.69% [709150/1251000] [566.9/1000.0] [batch_t 0.244 (0.242)] [data_t 0.011] [optim_t 0.234] [lr 0.001205] [CE 4.290 (4.216)] [KD 3.610 (3.513)] 2024-10-13 22:58:31,072 - Train: 56.69% [709200/1251000] [566.9/1000.0] [batch_t 0.236 (0.255)] [data_t 0.011] [optim_t 0.226] [lr 0.001205] [CE 4.011 (4.267)] [KD 3.491 (3.539)] 2024-10-13 22:58:43,223 - Train: 56.69% [709250/1251000] [566.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.011] [optim_t 0.226] [lr 0.001205] [CE 4.628 (4.356)] [KD 3.920 (3.627)] 2024-10-13 22:58:55,166 - Train: 56.70% [709300/1251000] [567.0/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.001205] [CE 4.114 (4.225)] [KD 3.200 (3.480)] 2024-10-13 22:59:08,607 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.182)] [top1_cnt 37475] [top5_cnt 46219] [top_all 50000] 2024-10-13 22:59:08,608 - net: 74.950 (92.438) 2024-10-13 22:59:17,456 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 39350] [top5_cnt 47112] [top_all 50000] 2024-10-13 22:59:17,457 - net_E: 78.700 (94.224) 2024-10-13 22:59:17,680 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.700 (epoch: 567)] 2024-10-13 22:59:17,681 - ==> Total time: 2 days, 2:21:10 Eta: 1 day, 14:27:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 22:59:39,167 - Train: 56.70% [709350/1251000] [567.0/1000.0] [batch_t 0.248 (0.260)] [data_t 0.007] [optim_t 0.241] [lr 0.001205] [CE 4.333 (4.305)] [KD 3.587 (3.491)] 2024-10-13 22:59:51,416 - Train: 56.71% [709400/1251000] [567.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001204] [CE 4.537 (4.321)] [KD 3.350 (3.552)] 2024-10-13 23:00:03,606 - Train: 56.71% [709450/1251000] [567.1/1000.0] [batch_t 0.244 (0.244)] [data_t 0.010] [optim_t 0.234] [lr 0.001204] [CE 4.332 (4.298)] [KD 3.348 (3.563)] 2024-10-13 23:00:15,676 - Train: 56.71% [709500/1251000] [567.1/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.216] [lr 0.001204] [CE 4.668 (4.287)] [KD 4.023 (3.523)] 2024-10-13 23:00:27,751 - Train: 56.72% [709550/1251000] [567.2/1000.0] [batch_t 0.218 (0.241)] [data_t 0.009] [optim_t 0.209] [lr 0.001204] [CE 4.796 (4.222)] [KD 3.748 (3.500)] 2024-10-13 23:00:39,693 - Train: 56.72% [709600/1251000] [567.2/1000.0] [batch_t 0.240 (0.239)] [data_t 0.008] [optim_t 0.231] [lr 0.001204] [CE 4.537 (4.333)] [KD 3.448 (3.560)] 2024-10-13 23:00:51,912 - Train: 56.73% [709650/1251000] [567.3/1000.0] [batch_t 0.222 (0.244)] [data_t 0.010] [optim_t 0.212] [lr 0.001204] [CE 4.257 (4.317)] [KD 3.417 (3.518)] 2024-10-13 23:01:04,297 - Train: 56.73% [709700/1251000] [567.3/1000.0] [batch_t 0.229 (0.248)] [data_t 0.007] [optim_t 0.222] [lr 0.001203] [CE 4.624 (4.252)] [KD 3.673 (3.509)] 2024-10-13 23:01:16,207 - Train: 56.73% [709750/1251000] [567.3/1000.0] [batch_t 0.245 (0.238)] [data_t 0.009] [optim_t 0.237] [lr 0.001203] [CE 4.203 (4.297)] [KD 3.520 (3.525)] 2024-10-13 23:01:27,983 - Train: 56.74% [709800/1251000] [567.4/1000.0] [batch_t 0.245 (0.235)] [data_t 0.007] [optim_t 0.239] [lr 0.001203] [CE 4.651 (4.328)] [KD 3.788 (3.537)] 2024-10-13 23:01:40,581 - Train: 56.74% [709850/1251000] [567.4/1000.0] [batch_t 0.247 (0.252)] [data_t 0.007] [optim_t 0.240] [lr 0.001203] [CE 4.164 (4.313)] [KD 3.459 (3.583)] 2024-10-13 23:01:53,150 - Train: 56.75% [709900/1251000] [567.5/1000.0] [batch_t 0.263 (0.251)] [data_t 0.006] [optim_t 0.257] [lr 0.001203] [CE 4.608 (4.342)] [KD 3.631 (3.557)] 2024-10-13 23:02:05,070 - Train: 56.75% [709950/1251000] [567.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.001202] [CE 4.859 (4.257)] [KD 3.739 (3.520)] 2024-10-13 23:02:17,999 - Train: 56.75% [710000/1251000] [567.5/1000.0] [batch_t 0.239 (0.258)] [data_t 0.007] [optim_t 0.232] [lr 0.001202] [CE 4.366 (4.321)] [KD 3.494 (3.540)] 2024-10-13 23:02:30,557 - Train: 56.76% [710050/1251000] [567.6/1000.0] [batch_t 0.236 (0.251)] [data_t 0.010] [optim_t 0.226] [lr 0.001202] [CE 4.477 (4.270)] [KD 3.527 (3.517)] 2024-10-13 23:02:42,701 - Train: 56.76% [710100/1251000] [567.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001202] [CE 4.130 (4.284)] [KD 3.397 (3.565)] 2024-10-13 23:02:54,956 - Train: 56.77% [710150/1251000] [567.7/1000.0] [batch_t 0.229 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.001202] [CE 4.171 (4.258)] [KD 3.402 (3.492)] 2024-10-13 23:03:06,674 - Train: 56.77% [710200/1251000] [567.7/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.001202] [CE 4.841 (4.315)] [KD 3.771 (3.540)] 2024-10-13 23:03:18,645 - Train: 56.77% [710250/1251000] [567.7/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.001201] [CE 4.844 (4.317)] [KD 3.766 (3.554)] 2024-10-13 23:03:30,400 - Train: 56.78% [710300/1251000] [567.8/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.215] [lr 0.001201] [CE 4.492 (4.283)] [KD 3.808 (3.531)] 2024-10-13 23:03:42,654 - Train: 56.78% [710350/1251000] [567.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.007] [optim_t 0.226] [lr 0.001201] [CE 4.002 (4.265)] [KD 3.312 (3.524)] 2024-10-13 23:03:54,504 - Train: 56.79% [710400/1251000] [567.9/1000.0] [batch_t 0.230 (0.237)] [data_t 0.007] [optim_t 0.223] [lr 0.001201] [CE 3.749 (4.318)] [KD 3.390 (3.531)] 2024-10-13 23:04:07,142 - Train: 56.79% [710450/1251000] [567.9/1000.0] [batch_t 0.460 (0.253)] [data_t 0.007] [optim_t 0.453] [lr 0.001201] [CE 4.148 (4.312)] [KD 3.329 (3.553)] 2024-10-13 23:04:19,480 - Train: 56.79% [710500/1251000] [567.9/1000.0] [batch_t 0.228 (0.247)] [data_t 0.010] [optim_t 0.217] [lr 0.001200] [CE 4.740 (4.314)] [KD 3.752 (3.567)] 2024-10-13 23:04:30,897 - Train: 56.80% [710550/1251000] [568.0/1000.0] [batch_t 0.238 (0.228)] [data_t 0.007] [optim_t 0.231] [lr 0.001200] [CE 4.184 (4.328)] [KD 3.554 (3.552)] 2024-10-13 23:04:44,167 - Test (net): 100.00% [50/50] [batch_t 0.288 (0.173)] [top1_cnt 37539] [top5_cnt 46329] [top_all 50000] 2024-10-13 23:04:44,168 - net: 75.078 (92.658) 2024-10-13 23:04:53,417 - Test (net_E): 100.00% [50/50] [batch_t 0.637 (0.168)] [top1_cnt 39340] [top5_cnt 47125] [top_all 50000] 2024-10-13 23:04:53,417 - net_E: 78.680 (94.250) 2024-10-13 23:04:53,633 - Max [top1: 75.102 (epoch: 556)] [top1-ema: 78.700 (epoch: 567)] 2024-10-13 23:04:53,633 - ==> Total time: 2 days, 2:26:46 Eta: 1 day, 14:22:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:05:04,431 - Train: 56.80% [710600/1251000] [568.0/1000.0] [batch_t 0.226 (0.250)] [data_t 0.006] [optim_t 0.220] [lr 0.001200] [CE 4.282 (4.277)] [KD 3.480 (3.501)] 2024-10-13 23:05:16,686 - Train: 56.81% [710650/1251000] [568.1/1000.0] [batch_t 0.219 (0.245)] [data_t 0.006] [optim_t 0.213] [lr 0.001200] [CE 4.756 (4.255)] [KD 3.846 (3.527)] 2024-10-13 23:05:28,285 - Train: 56.81% [710700/1251000] [568.1/1000.0] [batch_t 0.223 (0.232)] [data_t 0.010] [optim_t 0.213] [lr 0.001200] [CE 3.929 (4.152)] [KD 3.534 (3.463)] 2024-10-13 23:05:40,021 - Train: 56.81% [710750/1251000] [568.1/1000.0] [batch_t 0.237 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.001200] [CE 4.994 (4.252)] [KD 4.038 (3.489)] 2024-10-13 23:05:51,390 - Train: 56.82% [710800/1251000] [568.2/1000.0] [batch_t 0.230 (0.227)] [data_t 0.010] [optim_t 0.220] [lr 0.001199] [CE 3.467 (4.288)] [KD 3.204 (3.572)] 2024-10-13 23:06:03,195 - Train: 56.82% [710850/1251000] [568.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.001199] [CE 4.856 (4.301)] [KD 3.884 (3.536)] 2024-10-13 23:06:15,147 - Train: 56.83% [710900/1251000] [568.3/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.001199] [CE 4.235 (4.275)] [KD 3.640 (3.558)] 2024-10-13 23:06:26,723 - Train: 56.83% [710950/1251000] [568.3/1000.0] [batch_t 0.227 (0.231)] [data_t 0.010] [optim_t 0.217] [lr 0.001199] [CE 4.751 (4.317)] [KD 3.659 (3.582)] 2024-10-13 23:06:38,291 - Train: 56.83% [711000/1251000] [568.3/1000.0] [batch_t 0.241 (0.231)] [data_t 0.008] [optim_t 0.233] [lr 0.001199] [CE 4.433 (4.268)] [KD 3.670 (3.536)] 2024-10-13 23:06:50,542 - Train: 56.84% [711050/1251000] [568.4/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.001198] [CE 4.231 (4.208)] [KD 3.707 (3.464)] 2024-10-13 23:07:01,931 - Train: 56.84% [711100/1251000] [568.4/1000.0] [batch_t 0.234 (0.228)] [data_t 0.007] [optim_t 0.227] [lr 0.001198] [CE 4.225 (4.283)] [KD 3.458 (3.506)] 2024-10-13 23:07:13,403 - Train: 56.85% [711150/1251000] [568.5/1000.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.214] [lr 0.001198] [CE 4.440 (4.314)] [KD 3.529 (3.560)] 2024-10-13 23:07:25,010 - Train: 56.85% [711200/1251000] [568.5/1000.0] [batch_t 0.219 (0.232)] [data_t 0.010] [optim_t 0.209] [lr 0.001198] [CE 3.814 (4.301)] [KD 3.169 (3.595)] 2024-10-13 23:07:36,814 - Train: 56.85% [711250/1251000] [568.5/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.222] [lr 0.001198] [CE 4.448 (4.296)] [KD 3.665 (3.585)] 2024-10-13 23:07:48,917 - Train: 56.86% [711300/1251000] [568.6/1000.0] [batch_t 0.435 (0.242)] [data_t 0.007] [optim_t 0.429] [lr 0.001198] [CE 4.137 (4.327)] [KD 3.430 (3.570)] 2024-10-13 23:08:00,837 - Train: 56.86% [711350/1251000] [568.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001197] [CE 4.086 (4.308)] [KD 3.197 (3.570)] 2024-10-13 23:08:12,319 - Train: 56.87% [711400/1251000] [568.7/1000.0] [batch_t 0.232 (0.229)] [data_t 0.010] [optim_t 0.222] [lr 0.001197] [CE 4.146 (4.302)] [KD 3.376 (3.554)] 2024-10-13 23:08:23,793 - Train: 56.87% [711450/1251000] [568.7/1000.0] [batch_t 0.231 (0.229)] [data_t 0.010] [optim_t 0.222] [lr 0.001197] [CE 4.709 (4.335)] [KD 3.608 (3.586)] 2024-10-13 23:08:35,678 - Train: 56.87% [711500/1251000] [568.7/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.001197] [CE 4.322 (4.274)] [KD 3.619 (3.520)] 2024-10-13 23:08:47,277 - Train: 56.88% [711550/1251000] [568.8/1000.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.221] [lr 0.001197] [CE 4.151 (4.262)] [KD 3.500 (3.538)] 2024-10-13 23:08:58,776 - Train: 56.88% [711600/1251000] [568.8/1000.0] [batch_t 0.229 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.001196] [CE 3.678 (4.216)] [KD 3.170 (3.509)] 2024-10-13 23:09:11,237 - Train: 56.89% [711650/1251000] [568.9/1000.0] [batch_t 0.226 (0.249)] [data_t 0.009] [optim_t 0.216] [lr 0.001196] [CE 4.777 (4.316)] [KD 3.739 (3.524)] 2024-10-13 23:09:23,480 - Train: 56.89% [711700/1251000] [568.9/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.001196] [CE 3.970 (4.219)] [KD 3.203 (3.507)] 2024-10-13 23:09:34,911 - Train: 56.89% [711750/1251000] [568.9/1000.0] [batch_t 0.232 (0.228)] [data_t 0.007] [optim_t 0.225] [lr 0.001196] [CE 4.737 (4.260)] [KD 3.744 (3.597)] 2024-10-13 23:09:46,736 - Train: 56.90% [711800/1251000] [569.0/1000.0] [batch_t 0.225 (0.236)] [data_t 0.010] [optim_t 0.215] [lr 0.001196] [CE 4.738 (4.267)] [KD 3.702 (3.527)] 2024-10-13 23:09:59,159 - Test (net): 100.00% [50/50] [batch_t 0.328 (0.154)] [top1_cnt 37563] [top5_cnt 46241] [top_all 50000] 2024-10-13 23:09:59,159 - net: 75.126 (92.482) 2024-10-13 23:10:07,814 - Test (net_E): 100.00% [50/50] [batch_t 0.195 (0.158)] [top1_cnt 39329] [top5_cnt 47150] [top_all 50000] 2024-10-13 23:10:07,815 - net_E: 78.658 (94.300) 2024-10-13 23:10:08,041 - Max [top1: 75.126 (epoch: 569)] [top1-ema: 78.700 (epoch: 567)] 2024-10-13 23:10:08,042 - ==> Total time: 2 days, 2:32:00 Eta: 1 day, 14:16:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:10:28,482 - Train: 56.90% [711850/1251000] [569.0/1000.0] [batch_t 0.221 (0.262)] [data_t 0.008] [optim_t 0.213] [lr 0.001196] [CE 4.493 (4.235)] [KD 3.647 (3.520)] 2024-10-13 23:10:40,565 - Train: 56.91% [711900/1251000] [569.1/1000.0] [batch_t 0.222 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.001195] [CE 3.989 (4.290)] [KD 3.412 (3.550)] 2024-10-13 23:10:52,776 - Train: 56.91% [711950/1251000] [569.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.228] [lr 0.001195] [CE 4.350 (4.344)] [KD 3.422 (3.547)] 2024-10-13 23:11:04,466 - Train: 56.91% [712000/1251000] [569.1/1000.0] [batch_t 0.238 (0.234)] [data_t 0.010] [optim_t 0.228] [lr 0.001195] [CE 4.533 (4.244)] [KD 3.846 (3.536)] 2024-10-13 23:11:15,855 - Train: 56.92% [712050/1251000] [569.2/1000.0] [batch_t 0.230 (0.228)] [data_t 0.008] [optim_t 0.222] [lr 0.001195] [CE 4.418 (4.295)] [KD 3.840 (3.590)] 2024-10-13 23:11:28,042 - Train: 56.92% [712100/1251000] [569.2/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.216] [lr 0.001195] [CE 4.161 (4.295)] [KD 3.537 (3.580)] 2024-10-13 23:11:39,970 - Train: 56.93% [712150/1251000] [569.3/1000.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.001194] [CE 4.399 (4.279)] [KD 3.505 (3.507)] 2024-10-13 23:11:51,413 - Train: 56.93% [712200/1251000] [569.3/1000.0] [batch_t 0.230 (0.229)] [data_t 0.008] [optim_t 0.222] [lr 0.001194] [CE 3.964 (4.250)] [KD 3.493 (3.505)] 2024-10-13 23:12:03,079 - Train: 56.93% [712250/1251000] [569.3/1000.0] [batch_t 0.249 (0.233)] [data_t 0.007] [optim_t 0.242] [lr 0.001194] [CE 4.418 (4.305)] [KD 3.514 (3.509)] 2024-10-13 23:12:15,699 - Train: 56.94% [712300/1251000] [569.4/1000.0] [batch_t 0.220 (0.252)] [data_t 0.010] [optim_t 0.210] [lr 0.001194] [CE 4.150 (4.293)] [KD 3.292 (3.531)] 2024-10-13 23:12:27,384 - Train: 56.94% [712350/1251000] [569.4/1000.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.209] [lr 0.001194] [CE 4.298 (4.266)] [KD 3.531 (3.508)] 2024-10-13 23:12:39,640 - Train: 56.95% [712400/1251000] [569.5/1000.0] [batch_t 0.228 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.001193] [CE 4.264 (4.315)] [KD 3.314 (3.571)] 2024-10-13 23:12:51,404 - Train: 56.95% [712450/1251000] [569.5/1000.0] [batch_t 0.400 (0.235)] [data_t 0.008] [optim_t 0.392] [lr 0.001193] [CE 4.013 (4.359)] [KD 3.475 (3.595)] 2024-10-13 23:13:03,204 - Train: 56.95% [712500/1251000] [569.5/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.001193] [CE 4.195 (4.307)] [KD 3.603 (3.534)] 2024-10-13 23:13:15,075 - Train: 56.96% [712550/1251000] [569.6/1000.0] [batch_t 0.217 (0.237)] [data_t 0.007] [optim_t 0.210] [lr 0.001193] [CE 4.150 (4.315)] [KD 3.478 (3.563)] 2024-10-13 23:13:26,715 - Train: 56.96% [712600/1251000] [569.6/1000.0] [batch_t 0.214 (0.233)] [data_t 0.006] [optim_t 0.208] [lr 0.001193] [CE 4.039 (4.224)] [KD 3.397 (3.455)] 2024-10-13 23:13:38,266 - Train: 56.97% [712650/1251000] [569.7/1000.0] [batch_t 0.237 (0.231)] [data_t 0.007] [optim_t 0.230] [lr 0.001193] [CE 3.709 (4.301)] [KD 3.404 (3.542)] 2024-10-13 23:13:50,686 - Train: 56.97% [712700/1251000] [569.7/1000.0] [batch_t 0.449 (0.248)] [data_t 0.009] [optim_t 0.439] [lr 0.001192] [CE 4.053 (4.292)] [KD 3.452 (3.493)] 2024-10-13 23:14:02,172 - Train: 56.97% [712750/1251000] [569.7/1000.0] [batch_t 0.217 (0.230)] [data_t 0.007] [optim_t 0.210] [lr 0.001192] [CE 4.413 (4.295)] [KD 3.401 (3.508)] 2024-10-13 23:14:13,709 - Train: 56.98% [712800/1251000] [569.8/1000.0] [batch_t 0.223 (0.231)] [data_t 0.007] [optim_t 0.216] [lr 0.001192] [CE 4.365 (4.277)] [KD 3.713 (3.556)] 2024-10-13 23:14:25,380 - Train: 56.98% [712850/1251000] [569.8/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.001192] [CE 4.194 (4.241)] [KD 3.271 (3.514)] 2024-10-13 23:14:37,137 - Train: 56.99% [712900/1251000] [569.9/1000.0] [batch_t 0.227 (0.235)] [data_t 0.010] [optim_t 0.217] [lr 0.001192] [CE 4.447 (4.245)] [KD 3.430 (3.549)] 2024-10-13 23:14:49,919 - Train: 56.99% [712950/1251000] [569.9/1000.0] [batch_t 0.220 (0.255)] [data_t 0.006] [optim_t 0.214] [lr 0.001191] [CE 4.220 (4.353)] [KD 3.478 (3.584)] 2024-10-13 23:15:01,570 - Train: 56.99% [713000/1251000] [569.9/1000.0] [batch_t 0.232 (0.233)] [data_t 0.008] [optim_t 0.224] [lr 0.001191] [CE 3.980 (4.206)] [KD 3.590 (3.538)] 2024-10-13 23:15:13,453 - Train: 57.00% [713050/1251000] [570.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001191] [CE 4.379 (4.345)] [KD 3.737 (3.554)] 2024-10-13 23:15:26,631 - Test (net): 100.00% [50/50] [batch_t 0.322 (0.159)] [top1_cnt 37691] [top5_cnt 46272] [top_all 50000] 2024-10-13 23:15:26,631 - net: 75.382 (92.544) 2024-10-13 23:15:35,392 - Test (net_E): 100.00% [50/50] [batch_t 0.609 (0.159)] [top1_cnt 39312] [top5_cnt 47140] [top_all 50000] 2024-10-13 23:15:35,393 - net_E: 78.624 (94.280) 2024-10-13 23:15:35,614 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.700 (epoch: 567)] 2024-10-13 23:15:35,615 - ==> Total time: 2 days, 2:37:28 Eta: 1 day, 14:11:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:16:00,831 - Train: 57.00% [713100/1251000] [570.0/1000.0] [batch_t 0.219 (0.250)] [data_t 0.009] [optim_t 0.211] [lr 0.001191] [CE 4.042 (4.232)] [KD 3.257 (3.427)] 2024-10-13 23:16:12,727 - Train: 57.01% [713150/1251000] [570.1/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.001191] [CE 3.837 (4.297)] [KD 3.263 (3.513)] 2024-10-13 23:16:24,572 - Train: 57.01% [713200/1251000] [570.1/1000.0] [batch_t 0.214 (0.237)] [data_t 0.009] [optim_t 0.205] [lr 0.001191] [CE 4.478 (4.270)] [KD 3.716 (3.552)] 2024-10-13 23:16:35,958 - Train: 57.01% [713250/1251000] [570.1/1000.0] [batch_t 0.222 (0.228)] [data_t 0.008] [optim_t 0.214] [lr 0.001190] [CE 4.385 (4.238)] [KD 3.573 (3.515)] 2024-10-13 23:16:47,956 - Train: 57.02% [713300/1251000] [570.2/1000.0] [batch_t 0.214 (0.240)] [data_t 0.009] [optim_t 0.205] [lr 0.001190] [CE 3.444 (4.233)] [KD 3.272 (3.467)] 2024-10-13 23:16:59,435 - Train: 57.02% [713350/1251000] [570.2/1000.0] [batch_t 0.218 (0.229)] [data_t 0.010] [optim_t 0.208] [lr 0.001190] [CE 4.496 (4.259)] [KD 3.706 (3.488)] 2024-10-13 23:17:11,028 - Train: 57.03% [713400/1251000] [570.3/1000.0] [batch_t 0.223 (0.232)] [data_t 0.007] [optim_t 0.216] [lr 0.001190] [CE 4.504 (4.291)] [KD 3.606 (3.523)] 2024-10-13 23:17:23,040 - Train: 57.03% [713450/1251000] [570.3/1000.0] [batch_t 0.243 (0.240)] [data_t 0.008] [optim_t 0.235] [lr 0.001190] [CE 4.509 (4.271)] [KD 3.611 (3.486)] 2024-10-13 23:17:34,633 - Train: 57.03% [713500/1251000] [570.3/1000.0] [batch_t 0.215 (0.232)] [data_t 0.007] [optim_t 0.207] [lr 0.001189] [CE 4.273 (4.305)] [KD 3.779 (3.539)] 2024-10-13 23:17:46,598 - Train: 57.04% [713550/1251000] [570.4/1000.0] [batch_t 0.228 (0.239)] [data_t 0.006] [optim_t 0.222] [lr 0.001189] [CE 4.233 (4.285)] [KD 3.552 (3.535)] 2024-10-13 23:17:58,490 - Train: 57.04% [713600/1251000] [570.4/1000.0] [batch_t 0.218 (0.238)] [data_t 0.007] [optim_t 0.211] [lr 0.001189] [CE 4.068 (4.253)] [KD 3.566 (3.552)] 2024-10-13 23:18:10,137 - Train: 57.05% [713650/1251000] [570.5/1000.0] [batch_t 0.228 (0.233)] [data_t 0.008] [optim_t 0.221] [lr 0.001189] [CE 4.639 (4.329)] [KD 3.578 (3.556)] 2024-10-13 23:18:21,649 - Train: 57.05% [713700/1251000] [570.5/1000.0] [batch_t 0.236 (0.230)] [data_t 0.010] [optim_t 0.226] [lr 0.001189] [CE 3.970 (4.227)] [KD 3.589 (3.480)] 2024-10-13 23:18:33,455 - Train: 57.05% [713750/1251000] [570.5/1000.0] [batch_t 0.221 (0.236)] [data_t 0.010] [optim_t 0.211] [lr 0.001189] [CE 4.291 (4.211)] [KD 3.398 (3.488)] 2024-10-13 23:18:45,497 - Train: 57.06% [713800/1251000] [570.6/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.001188] [CE 4.163 (4.256)] [KD 3.765 (3.545)] 2024-10-13 23:18:57,331 - Train: 57.06% [713850/1251000] [570.6/1000.0] [batch_t 0.246 (0.237)] [data_t 0.008] [optim_t 0.238] [lr 0.001188] [CE 4.462 (4.303)] [KD 3.471 (3.545)] 2024-10-13 23:19:09,309 - Train: 57.07% [713900/1251000] [570.7/1000.0] [batch_t 0.214 (0.239)] [data_t 0.006] [optim_t 0.208] [lr 0.001188] [CE 4.072 (4.315)] [KD 3.543 (3.552)] 2024-10-13 23:19:21,053 - Train: 57.07% [713950/1251000] [570.7/1000.0] [batch_t 0.219 (0.235)] [data_t 0.010] [optim_t 0.209] [lr 0.001188] [CE 4.818 (4.274)] [KD 3.715 (3.566)] 2024-10-13 23:19:32,832 - Train: 57.07% [714000/1251000] [570.7/1000.0] [batch_t 0.228 (0.235)] [data_t 0.010] [optim_t 0.219] [lr 0.001188] [CE 4.565 (4.267)] [KD 3.602 (3.536)] 2024-10-13 23:19:44,423 - Train: 57.08% [714050/1251000] [570.8/1000.0] [batch_t 0.218 (0.232)] [data_t 0.010] [optim_t 0.208] [lr 0.001187] [CE 4.055 (4.304)] [KD 3.500 (3.548)] 2024-10-13 23:19:56,631 - Train: 57.08% [714100/1251000] [570.8/1000.0] [batch_t 0.215 (0.244)] [data_t 0.007] [optim_t 0.208] [lr 0.001187] [CE 3.969 (4.258)] [KD 3.275 (3.474)] 2024-10-13 23:20:08,008 - Train: 57.09% [714150/1251000] [570.9/1000.0] [batch_t 0.223 (0.227)] [data_t 0.008] [optim_t 0.215] [lr 0.001187] [CE 3.935 (4.168)] [KD 3.285 (3.501)] 2024-10-13 23:20:19,987 - Train: 57.09% [714200/1251000] [570.9/1000.0] [batch_t 0.216 (0.239)] [data_t 0.010] [optim_t 0.206] [lr 0.001187] [CE 3.885 (4.325)] [KD 3.210 (3.559)] 2024-10-13 23:20:31,779 - Train: 57.09% [714250/1251000] [570.9/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.215] [lr 0.001187] [CE 4.402 (4.258)] [KD 3.436 (3.528)] 2024-10-13 23:20:43,324 - Train: 57.10% [714300/1251000] [571.0/1000.0] [batch_t 0.232 (0.231)] [data_t 0.008] [optim_t 0.224] [lr 0.001187] [CE 4.123 (4.209)] [KD 3.338 (3.527)] 2024-10-13 23:20:56,157 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.150)] [top1_cnt 37533] [top5_cnt 46282] [top_all 50000] 2024-10-13 23:20:56,158 - net: 75.066 (92.564) 2024-10-13 23:21:04,922 - Test (net_E): 100.00% [50/50] [batch_t 0.226 (0.159)] [top1_cnt 39333] [top5_cnt 47138] [top_all 50000] 2024-10-13 23:21:04,922 - net_E: 78.666 (94.276) 2024-10-13 23:21:05,135 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.700 (epoch: 567)] 2024-10-13 23:21:05,136 - ==> Total time: 2 days, 2:42:57 Eta: 1 day, 14:06:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:21:15,733 - Train: 57.10% [714350/1251000] [571.0/1000.0] [batch_t 0.233 (0.264)] [data_t 0.008] [optim_t 0.226] [lr 0.001186] [CE 4.240 (4.253)] [KD 3.456 (3.514)] 2024-10-13 23:21:27,825 - Train: 57.11% [714400/1251000] [571.1/1000.0] [batch_t 0.223 (0.242)] [data_t 0.010] [optim_t 0.214] [lr 0.001186] [CE 4.408 (4.284)] [KD 3.607 (3.558)] 2024-10-13 23:21:39,674 - Train: 57.11% [714450/1251000] [571.1/1000.0] [batch_t 0.220 (0.237)] [data_t 0.007] [optim_t 0.213] [lr 0.001186] [CE 4.779 (4.312)] [KD 3.852 (3.527)] 2024-10-13 23:21:51,269 - Train: 57.11% [714500/1251000] [571.1/1000.0] [batch_t 0.229 (0.232)] [data_t 0.007] [optim_t 0.222] [lr 0.001186] [CE 4.654 (4.342)] [KD 3.650 (3.535)] 2024-10-13 23:22:02,697 - Train: 57.12% [714550/1251000] [571.2/1000.0] [batch_t 0.239 (0.228)] [data_t 0.008] [optim_t 0.231] [lr 0.001186] [CE 4.136 (4.304)] [KD 3.604 (3.532)] 2024-10-13 23:22:14,464 - Train: 57.12% [714600/1251000] [571.2/1000.0] [batch_t 0.220 (0.235)] [data_t 0.007] [optim_t 0.213] [lr 0.001185] [CE 4.149 (4.313)] [KD 3.476 (3.560)] 2024-10-13 23:22:26,334 - Train: 57.13% [714650/1251000] [571.3/1000.0] [batch_t 0.217 (0.237)] [data_t 0.009] [optim_t 0.208] [lr 0.001185] [CE 3.851 (4.251)] [KD 3.492 (3.522)] 2024-10-13 23:22:38,006 - Train: 57.13% [714700/1251000] [571.3/1000.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.001185] [CE 4.521 (4.349)] [KD 3.567 (3.540)] 2024-10-13 23:22:49,644 - Train: 57.13% [714750/1251000] [571.3/1000.0] [batch_t 0.220 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.001185] [CE 3.864 (4.276)] [KD 3.358 (3.537)] 2024-10-13 23:23:01,459 - Train: 57.14% [714800/1251000] [571.4/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.001185] [CE 4.083 (4.234)] [KD 3.386 (3.512)] 2024-10-13 23:23:12,984 - Train: 57.14% [714850/1251000] [571.4/1000.0] [batch_t 0.229 (0.230)] [data_t 0.007] [optim_t 0.222] [lr 0.001185] [CE 3.899 (4.167)] [KD 3.217 (3.474)] 2024-10-13 23:23:24,335 - Train: 57.15% [714900/1251000] [571.5/1000.0] [batch_t 0.234 (0.227)] [data_t 0.008] [optim_t 0.226] [lr 0.001184] [CE 4.373 (4.303)] [KD 3.411 (3.522)] 2024-10-13 23:23:35,806 - Train: 57.15% [714950/1251000] [571.5/1000.0] [batch_t 0.215 (0.229)] [data_t 0.009] [optim_t 0.206] [lr 0.001184] [CE 3.898 (4.296)] [KD 3.130 (3.542)] 2024-10-13 23:23:47,840 - Train: 57.15% [715000/1251000] [571.5/1000.0] [batch_t 0.249 (0.240)] [data_t 0.007] [optim_t 0.242] [lr 0.001184] [CE 4.462 (4.292)] [KD 3.668 (3.582)] 2024-10-13 23:23:59,519 - Train: 57.16% [715050/1251000] [571.6/1000.0] [batch_t 0.233 (0.233)] [data_t 0.008] [optim_t 0.225] [lr 0.001184] [CE 3.859 (4.282)] [KD 3.257 (3.532)] 2024-10-13 23:24:11,862 - Train: 57.16% [715100/1251000] [571.6/1000.0] [batch_t 0.220 (0.247)] [data_t 0.007] [optim_t 0.213] [lr 0.001184] [CE 4.120 (4.266)] [KD 3.458 (3.556)] 2024-10-13 23:24:23,249 - Train: 57.17% [715150/1251000] [571.7/1000.0] [batch_t 0.229 (0.228)] [data_t 0.006] [optim_t 0.222] [lr 0.001183] [CE 4.314 (4.316)] [KD 3.539 (3.555)] 2024-10-13 23:24:35,221 - Train: 57.17% [715200/1251000] [571.7/1000.0] [batch_t 0.226 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.001183] [CE 4.789 (4.313)] [KD 3.894 (3.547)] 2024-10-13 23:24:47,379 - Train: 57.17% [715250/1251000] [571.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.001183] [CE 4.293 (4.243)] [KD 3.538 (3.472)] 2024-10-13 23:24:59,016 - Train: 57.18% [715300/1251000] [571.8/1000.0] [batch_t 0.244 (0.233)] [data_t 0.009] [optim_t 0.235] [lr 0.001183] [CE 4.105 (4.241)] [KD 3.453 (3.472)] 2024-10-13 23:25:11,082 - Train: 57.18% [715350/1251000] [571.8/1000.0] [batch_t 0.223 (0.241)] [data_t 0.008] [optim_t 0.215] [lr 0.001183] [CE 3.359 (4.274)] [KD 3.028 (3.439)] 2024-10-13 23:25:23,349 - Train: 57.19% [715400/1251000] [571.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.001183] [CE 4.310 (4.283)] [KD 3.510 (3.517)] 2024-10-13 23:25:35,418 - Train: 57.19% [715450/1251000] [571.9/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.001182] [CE 3.965 (4.135)] [KD 3.271 (3.457)] 2024-10-13 23:25:47,261 - Train: 57.19% [715500/1251000] [571.9/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001182] [CE 3.956 (4.281)] [KD 3.386 (3.534)] 2024-10-13 23:25:58,790 - Train: 57.20% [715550/1251000] [572.0/1000.0] [batch_t 0.250 (0.230)] [data_t 0.009] [optim_t 0.240] [lr 0.001182] [CE 4.627 (4.252)] [KD 3.736 (3.513)] 2024-10-13 23:26:12,999 - Test (net): 100.00% [50/50] [batch_t 0.181 (0.167)] [top1_cnt 37632] [top5_cnt 46335] [top_all 50000] 2024-10-13 23:26:12,999 - net: 75.264 (92.670) 2024-10-13 23:26:21,708 - Test (net_E): 100.00% [50/50] [batch_t 0.076 (0.157)] [top1_cnt 39344] [top5_cnt 47160] [top_all 50000] 2024-10-13 23:26:21,709 - net_E: 78.688 (94.320) 2024-10-13 23:26:21,898 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.700 (epoch: 567)] 2024-10-13 23:26:21,898 - ==> Total time: 2 days, 2:48:14 Eta: 1 day, 14:00:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:26:32,576 - Train: 57.20% [715600/1251000] [572.0/1000.0] [batch_t 0.234 (0.275)] [data_t 0.007] [optim_t 0.228] [lr 0.001182] [CE 4.044 (4.263)] [KD 3.286 (3.423)] 2024-10-13 23:26:44,721 - Train: 57.21% [715650/1251000] [572.1/1000.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.001182] [CE 4.280 (4.281)] [KD 3.416 (3.495)] 2024-10-13 23:26:56,897 - Train: 57.21% [715700/1251000] [572.1/1000.0] [batch_t 0.241 (0.243)] [data_t 0.006] [optim_t 0.235] [lr 0.001181] [CE 4.195 (4.271)] [KD 3.581 (3.509)] 2024-10-13 23:27:09,041 - Train: 57.21% [715750/1251000] [572.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.001181] [CE 4.183 (4.245)] [KD 3.221 (3.472)] 2024-10-13 23:27:20,905 - Train: 57.22% [715800/1251000] [572.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.010] [optim_t 0.226] [lr 0.001181] [CE 4.440 (4.252)] [KD 3.756 (3.522)] 2024-10-13 23:27:32,737 - Train: 57.22% [715850/1251000] [572.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.010] [optim_t 0.225] [lr 0.001181] [CE 4.456 (4.284)] [KD 3.651 (3.537)] 2024-10-13 23:27:45,530 - Train: 57.23% [715900/1251000] [572.3/1000.0] [batch_t 0.240 (0.256)] [data_t 0.008] [optim_t 0.232] [lr 0.001181] [CE 4.565 (4.306)] [KD 3.777 (3.568)] 2024-10-13 23:27:57,732 - Train: 57.23% [715950/1251000] [572.3/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.221] [lr 0.001181] [CE 4.399 (4.333)] [KD 3.494 (3.540)] 2024-10-13 23:28:09,742 - Train: 57.23% [716000/1251000] [572.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001180] [CE 4.271 (4.254)] [KD 3.563 (3.476)] 2024-10-13 23:28:22,141 - Train: 57.24% [716050/1251000] [572.4/1000.0] [batch_t 0.239 (0.248)] [data_t 0.010] [optim_t 0.229] [lr 0.001180] [CE 4.074 (4.298)] [KD 3.327 (3.508)] 2024-10-13 23:28:34,552 - Train: 57.24% [716100/1251000] [572.4/1000.0] [batch_t 0.238 (0.248)] [data_t 0.010] [optim_t 0.227] [lr 0.001180] [CE 4.324 (4.283)] [KD 3.391 (3.499)] 2024-10-13 23:28:46,527 - Train: 57.25% [716150/1251000] [572.5/1000.0] [batch_t 0.415 (0.239)] [data_t 0.007] [optim_t 0.408] [lr 0.001180] [CE 4.123 (4.323)] [KD 3.264 (3.511)] 2024-10-13 23:28:58,576 - Train: 57.25% [716200/1251000] [572.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.006] [optim_t 0.229] [lr 0.001180] [CE 4.117 (4.269)] [KD 3.461 (3.526)] 2024-10-13 23:29:10,949 - Train: 57.25% [716250/1251000] [572.5/1000.0] [batch_t 0.251 (0.247)] [data_t 0.010] [optim_t 0.241] [lr 0.001179] [CE 4.241 (4.202)] [KD 3.587 (3.460)] 2024-10-13 23:29:23,518 - Train: 57.26% [716300/1251000] [572.6/1000.0] [batch_t 0.243 (0.251)] [data_t 0.010] [optim_t 0.233] [lr 0.001179] [CE 3.925 (4.282)] [KD 3.317 (3.538)] 2024-10-13 23:29:35,636 - Train: 57.26% [716350/1251000] [572.6/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001179] [CE 3.829 (4.335)] [KD 3.274 (3.526)] 2024-10-13 23:29:47,650 - Train: 57.27% [716400/1251000] [572.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.001179] [CE 4.627 (4.299)] [KD 3.659 (3.607)] 2024-10-13 23:29:59,680 - Train: 57.27% [716450/1251000] [572.7/1000.0] [batch_t 0.243 (0.240)] [data_t 0.007] [optim_t 0.236] [lr 0.001179] [CE 4.506 (4.308)] [KD 3.648 (3.532)] 2024-10-13 23:30:12,737 - Train: 57.27% [716500/1251000] [572.7/1000.0] [batch_t 0.245 (0.261)] [data_t 0.007] [optim_t 0.238] [lr 0.001179] [CE 4.020 (4.250)] [KD 3.116 (3.465)] 2024-10-13 23:30:24,759 - Train: 57.28% [716550/1251000] [572.8/1000.0] [batch_t 0.225 (0.240)] [data_t 0.010] [optim_t 0.216] [lr 0.001178] [CE 4.140 (4.192)] [KD 3.579 (3.443)] 2024-10-13 23:30:37,181 - Train: 57.28% [716600/1251000] [572.8/1000.0] [batch_t 0.230 (0.248)] [data_t 0.009] [optim_t 0.221] [lr 0.001178] [CE 3.789 (4.235)] [KD 3.229 (3.487)] 2024-10-13 23:30:49,222 - Train: 57.29% [716650/1251000] [572.9/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.001178] [CE 4.269 (4.292)] [KD 3.461 (3.564)] 2024-10-13 23:31:01,861 - Train: 57.29% [716700/1251000] [572.9/1000.0] [batch_t 0.236 (0.253)] [data_t 0.010] [optim_t 0.226] [lr 0.001178] [CE 4.539 (4.276)] [KD 3.671 (3.483)] 2024-10-13 23:31:13,887 - Train: 57.29% [716750/1251000] [572.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.001178] [CE 4.107 (4.338)] [KD 3.323 (3.565)] 2024-10-13 23:31:26,059 - Train: 57.30% [716800/1251000] [573.0/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001178] [CE 4.586 (4.329)] [KD 3.717 (3.518)] 2024-10-13 23:31:40,814 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.174)] [top1_cnt 37505] [top5_cnt 46315] [top_all 50000] 2024-10-13 23:31:40,814 - net: 75.010 (92.630) 2024-10-13 23:31:50,103 - Test (net_E): 100.00% [50/50] [batch_t 0.256 (0.170)] [top1_cnt 39320] [top5_cnt 47147] [top_all 50000] 2024-10-13 23:31:50,104 - net_E: 78.640 (94.294) 2024-10-13 23:31:50,307 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.700 (epoch: 567)] 2024-10-13 23:31:50,308 - ==> Total time: 2 days, 2:53:43 Eta: 1 day, 13:55:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:32:00,333 - Train: 57.30% [716850/1251000] [573.0/1000.0] [batch_t 0.221 (0.269)] [data_t 0.008] [optim_t 0.213] [lr 0.001177] [CE 4.634 (4.245)] [KD 3.698 (3.478)] 2024-10-13 23:32:12,771 - Train: 57.31% [716900/1251000] [573.1/1000.0] [batch_t 0.249 (0.249)] [data_t 0.010] [optim_t 0.239] [lr 0.001177] [CE 4.551 (4.275)] [KD 3.667 (3.500)] 2024-10-13 23:32:25,236 - Train: 57.31% [716950/1251000] [573.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.230] [lr 0.001177] [CE 5.017 (4.297)] [KD 3.821 (3.492)] 2024-10-13 23:32:37,298 - Train: 57.31% [717000/1251000] [573.1/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.001177] [CE 4.616 (4.324)] [KD 3.726 (3.554)] 2024-10-13 23:32:49,285 - Train: 57.32% [717050/1251000] [573.2/1000.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.001177] [CE 4.178 (4.211)] [KD 3.502 (3.484)] 2024-10-13 23:33:01,578 - Train: 57.32% [717100/1251000] [573.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.001176] [CE 4.050 (4.303)] [KD 3.194 (3.486)] 2024-10-13 23:33:13,937 - Train: 57.33% [717150/1251000] [573.3/1000.0] [batch_t 0.227 (0.247)] [data_t 0.007] [optim_t 0.221] [lr 0.001176] [CE 4.355 (4.244)] [KD 3.526 (3.434)] 2024-10-13 23:33:26,118 - Train: 57.33% [717200/1251000] [573.3/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.001176] [CE 4.319 (4.285)] [KD 3.266 (3.549)] 2024-10-13 23:33:38,832 - Train: 57.33% [717250/1251000] [573.3/1000.0] [batch_t 0.428 (0.254)] [data_t 0.009] [optim_t 0.420] [lr 0.001176] [CE 3.998 (4.218)] [KD 3.301 (3.447)] 2024-10-13 23:33:51,016 - Train: 57.34% [717300/1251000] [573.4/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.230] [lr 0.001176] [CE 4.582 (4.229)] [KD 3.776 (3.474)] 2024-10-13 23:34:02,675 - Train: 57.34% [717350/1251000] [573.4/1000.0] [batch_t 0.234 (0.233)] [data_t 0.007] [optim_t 0.227] [lr 0.001176] [CE 4.168 (4.287)] [KD 3.243 (3.519)] 2024-10-13 23:34:14,950 - Train: 57.35% [717400/1251000] [573.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001175] [CE 3.995 (4.283)] [KD 3.528 (3.495)] 2024-10-13 23:34:27,584 - Train: 57.35% [717450/1251000] [573.5/1000.0] [batch_t 0.237 (0.253)] [data_t 0.010] [optim_t 0.227] [lr 0.001175] [CE 4.470 (4.301)] [KD 3.617 (3.553)] 2024-10-13 23:34:39,627 - Train: 57.35% [717500/1251000] [573.5/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.001175] [CE 4.449 (4.284)] [KD 3.816 (3.561)] 2024-10-13 23:34:51,853 - Train: 57.36% [717550/1251000] [573.6/1000.0] [batch_t 0.251 (0.244)] [data_t 0.008] [optim_t 0.243] [lr 0.001175] [CE 4.408 (4.226)] [KD 3.754 (3.540)] 2024-10-13 23:35:04,431 - Train: 57.36% [717600/1251000] [573.6/1000.0] [batch_t 0.226 (0.251)] [data_t 0.009] [optim_t 0.217] [lr 0.001175] [CE 4.205 (4.264)] [KD 3.415 (3.501)] 2024-10-13 23:35:16,116 - Train: 57.37% [717650/1251000] [573.7/1000.0] [batch_t 0.227 (0.234)] [data_t 0.007] [optim_t 0.221] [lr 0.001174] [CE 3.869 (4.261)] [KD 3.350 (3.549)] 2024-10-13 23:35:28,300 - Train: 57.37% [717700/1251000] [573.7/1000.0] [batch_t 0.229 (0.243)] [data_t 0.006] [optim_t 0.222] [lr 0.001174] [CE 4.171 (4.274)] [KD 3.507 (3.492)] 2024-10-13 23:35:40,677 - Train: 57.37% [717750/1251000] [573.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.010] [optim_t 0.224] [lr 0.001174] [CE 4.156 (4.231)] [KD 3.601 (3.464)] 2024-10-13 23:35:53,196 - Train: 57.38% [717800/1251000] [573.8/1000.0] [batch_t 0.232 (0.250)] [data_t 0.008] [optim_t 0.225] [lr 0.001174] [CE 4.264 (4.299)] [KD 3.505 (3.527)] 2024-10-13 23:36:05,159 - Train: 57.38% [717850/1251000] [573.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.007] [optim_t 0.233] [lr 0.001174] [CE 4.045 (4.301)] [KD 3.561 (3.534)] 2024-10-13 23:36:17,990 - Train: 57.39% [717900/1251000] [573.9/1000.0] [batch_t 0.235 (0.256)] [data_t 0.008] [optim_t 0.226] [lr 0.001174] [CE 4.378 (4.208)] [KD 3.902 (3.475)] 2024-10-13 23:36:29,908 - Train: 57.39% [717950/1251000] [573.9/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.001173] [CE 4.422 (4.236)] [KD 3.479 (3.496)] 2024-10-13 23:36:42,059 - Train: 57.39% [718000/1251000] [573.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.225] [lr 0.001173] [CE 4.608 (4.238)] [KD 3.716 (3.517)] 2024-10-13 23:36:54,569 - Train: 57.40% [718050/1251000] [574.0/1000.0] [batch_t 0.237 (0.250)] [data_t 0.007] [optim_t 0.230] [lr 0.001173] [CE 4.456 (4.196)] [KD 3.647 (3.529)] 2024-10-13 23:37:09,740 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.175)] [top1_cnt 37550] [top5_cnt 46299] [top_all 50000] 2024-10-13 23:37:09,741 - net: 75.100 (92.598) 2024-10-13 23:37:18,912 - Test (net_E): 100.00% [50/50] [batch_t 0.089 (0.167)] [top1_cnt 39359] [top5_cnt 47147] [top_all 50000] 2024-10-13 23:37:18,912 - net_E: 78.718 (94.294) 2024-10-13 23:37:19,143 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.718 (epoch: 574)] 2024-10-13 23:37:19,144 - ==> Total time: 2 days, 2:59:11 Eta: 1 day, 13:50:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:37:37,786 - Train: 57.40% [718100/1251000] [574.0/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.001173] [CE 3.906 (4.208)] [KD 3.392 (3.512)] 2024-10-13 23:37:49,996 - Train: 57.41% [718150/1251000] [574.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.001173] [CE 4.514 (4.314)] [KD 3.481 (3.521)] 2024-10-13 23:38:02,121 - Train: 57.41% [718200/1251000] [574.1/1000.0] [batch_t 0.216 (0.242)] [data_t 0.009] [optim_t 0.207] [lr 0.001172] [CE 4.798 (4.213)] [KD 3.841 (3.510)] 2024-10-13 23:38:13,997 - Train: 57.41% [718250/1251000] [574.1/1000.0] [batch_t 0.218 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.001172] [CE 4.330 (4.247)] [KD 3.536 (3.503)] 2024-10-13 23:38:26,367 - Train: 57.42% [718300/1251000] [574.2/1000.0] [batch_t 0.226 (0.247)] [data_t 0.010] [optim_t 0.216] [lr 0.001172] [CE 4.168 (4.295)] [KD 3.323 (3.512)] 2024-10-13 23:38:38,170 - Train: 57.42% [718350/1251000] [574.2/1000.0] [batch_t 0.215 (0.236)] [data_t 0.007] [optim_t 0.208] [lr 0.001172] [CE 4.215 (4.239)] [KD 3.568 (3.480)] 2024-10-13 23:38:50,120 - Train: 57.43% [718400/1251000] [574.3/1000.0] [batch_t 0.225 (0.239)] [data_t 0.010] [optim_t 0.215] [lr 0.001172] [CE 3.825 (4.230)] [KD 3.305 (3.493)] 2024-10-13 23:39:02,428 - Train: 57.43% [718450/1251000] [574.3/1000.0] [batch_t 0.242 (0.246)] [data_t 0.010] [optim_t 0.232] [lr 0.001172] [CE 3.831 (4.263)] [KD 3.176 (3.527)] 2024-10-13 23:39:14,582 - Train: 57.43% [718500/1251000] [574.3/1000.0] [batch_t 0.252 (0.243)] [data_t 0.010] [optim_t 0.242] [lr 0.001171] [CE 4.124 (4.299)] [KD 3.385 (3.562)] 2024-10-13 23:39:26,747 - Train: 57.44% [718550/1251000] [574.4/1000.0] [batch_t 0.219 (0.243)] [data_t 0.009] [optim_t 0.210] [lr 0.001171] [CE 4.111 (4.276)] [KD 3.457 (3.482)] 2024-10-13 23:39:39,060 - Train: 57.44% [718600/1251000] [574.4/1000.0] [batch_t 0.218 (0.246)] [data_t 0.008] [optim_t 0.211] [lr 0.001171] [CE 3.935 (4.296)] [KD 3.354 (3.497)] 2024-10-13 23:39:51,166 - Train: 57.45% [718650/1251000] [574.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001171] [CE 4.030 (4.271)] [KD 3.132 (3.514)] 2024-10-13 23:40:03,274 - Train: 57.45% [718700/1251000] [574.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.001171] [CE 4.163 (4.143)] [KD 3.534 (3.469)] 2024-10-13 23:40:15,439 - Train: 57.45% [718750/1251000] [574.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.001170] [CE 4.464 (4.291)] [KD 3.472 (3.502)] 2024-10-13 23:40:27,655 - Train: 57.46% [718800/1251000] [574.6/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.001170] [CE 4.243 (4.265)] [KD 3.493 (3.498)] 2024-10-13 23:40:40,219 - Train: 57.46% [718850/1251000] [574.6/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.001170] [CE 4.482 (4.322)] [KD 3.392 (3.532)] 2024-10-13 23:40:52,367 - Train: 57.47% [718900/1251000] [574.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001170] [CE 4.231 (4.236)] [KD 3.471 (3.491)] 2024-10-13 23:41:04,694 - Train: 57.47% [718950/1251000] [574.7/1000.0] [batch_t 0.256 (0.246)] [data_t 0.010] [optim_t 0.246] [lr 0.001170] [CE 4.235 (4.326)] [KD 3.551 (3.580)] 2024-10-13 23:41:16,890 - Train: 57.47% [719000/1251000] [574.7/1000.0] [batch_t 0.241 (0.244)] [data_t 0.010] [optim_t 0.231] [lr 0.001170] [CE 4.238 (4.370)] [KD 3.546 (3.527)] 2024-10-13 23:41:29,002 - Train: 57.48% [719050/1251000] [574.8/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001169] [CE 4.297 (4.262)] [KD 3.659 (3.528)] 2024-10-13 23:41:41,247 - Train: 57.48% [719100/1251000] [574.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.001169] [CE 4.440 (4.329)] [KD 3.621 (3.608)] 2024-10-13 23:41:53,717 - Train: 57.49% [719150/1251000] [574.9/1000.0] [batch_t 0.250 (0.249)] [data_t 0.007] [optim_t 0.243] [lr 0.001169] [CE 3.904 (4.275)] [KD 3.395 (3.547)] 2024-10-13 23:42:05,987 - Train: 57.49% [719200/1251000] [574.9/1000.0] [batch_t 0.223 (0.245)] [data_t 0.009] [optim_t 0.214] [lr 0.001169] [CE 4.626 (4.334)] [KD 3.961 (3.599)] 2024-10-13 23:42:18,010 - Train: 57.49% [719250/1251000] [574.9/1000.0] [batch_t 0.226 (0.240)] [data_t 0.010] [optim_t 0.216] [lr 0.001169] [CE 4.539 (4.332)] [KD 3.788 (3.578)] 2024-10-13 23:42:30,035 - Train: 57.50% [719300/1251000] [575.0/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.230] [lr 0.001168] [CE 3.993 (4.331)] [KD 3.531 (3.598)] 2024-10-13 23:42:44,372 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 37582] [top5_cnt 46239] [top_all 50000] 2024-10-13 23:42:44,373 - net: 75.164 (92.478) 2024-10-13 23:42:53,606 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 39366] [top5_cnt 47147] [top_all 50000] 2024-10-13 23:42:53,607 - net_E: 78.732 (94.294) 2024-10-13 23:42:53,808 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.732 (epoch: 575)] 2024-10-13 23:42:53,808 - ==> Total time: 2 days, 3:04:46 Eta: 1 day, 13:45:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:43:13,754 - Train: 57.50% [719350/1251000] [575.0/1000.0] [batch_t 0.226 (0.280)] [data_t 0.010] [optim_t 0.215] [lr 0.001168] [CE 3.826 (4.247)] [KD 3.065 (3.461)] 2024-10-13 23:43:26,217 - Train: 57.51% [719400/1251000] [575.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.006] [optim_t 0.231] [lr 0.001168] [CE 4.135 (4.298)] [KD 3.502 (3.532)] 2024-10-13 23:43:38,562 - Train: 57.51% [719450/1251000] [575.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.231] [lr 0.001168] [CE 4.152 (4.286)] [KD 3.681 (3.511)] 2024-10-13 23:43:50,836 - Train: 57.51% [719500/1251000] [575.1/1000.0] [batch_t 0.460 (0.245)] [data_t 0.007] [optim_t 0.453] [lr 0.001168] [CE 4.577 (4.294)] [KD 3.684 (3.528)] 2024-10-13 23:44:02,975 - Train: 57.52% [719550/1251000] [575.2/1000.0] [batch_t 0.251 (0.243)] [data_t 0.008] [optim_t 0.243] [lr 0.001168] [CE 4.168 (4.270)] [KD 3.448 (3.473)] 2024-10-13 23:44:15,403 - Train: 57.52% [719600/1251000] [575.2/1000.0] [batch_t 0.255 (0.248)] [data_t 0.007] [optim_t 0.248] [lr 0.001167] [CE 4.601 (4.231)] [KD 3.818 (3.485)] 2024-10-13 23:44:27,560 - Train: 57.53% [719650/1251000] [575.3/1000.0] [batch_t 0.223 (0.243)] [data_t 0.007] [optim_t 0.217] [lr 0.001167] [CE 4.387 (4.326)] [KD 3.335 (3.526)] 2024-10-13 23:44:40,121 - Train: 57.53% [719700/1251000] [575.3/1000.0] [batch_t 0.267 (0.251)] [data_t 0.008] [optim_t 0.260] [lr 0.001167] [CE 4.248 (4.317)] [KD 3.192 (3.484)] 2024-10-13 23:44:52,351 - Train: 57.53% [719750/1251000] [575.3/1000.0] [batch_t 0.219 (0.244)] [data_t 0.008] [optim_t 0.211] [lr 0.001167] [CE 4.435 (4.246)] [KD 3.454 (3.482)] 2024-10-13 23:45:04,300 - Train: 57.54% [719800/1251000] [575.4/1000.0] [batch_t 0.249 (0.239)] [data_t 0.006] [optim_t 0.243] [lr 0.001167] [CE 4.349 (4.312)] [KD 3.452 (3.511)] 2024-10-13 23:45:16,933 - Train: 57.54% [719850/1251000] [575.4/1000.0] [batch_t 0.241 (0.252)] [data_t 0.006] [optim_t 0.235] [lr 0.001166] [CE 4.530 (4.246)] [KD 3.510 (3.466)] 2024-10-13 23:45:28,984 - Train: 57.55% [719900/1251000] [575.5/1000.0] [batch_t 0.251 (0.241)] [data_t 0.006] [optim_t 0.244] [lr 0.001166] [CE 4.880 (4.249)] [KD 3.969 (3.488)] 2024-10-13 23:45:41,362 - Train: 57.55% [719950/1251000] [575.5/1000.0] [batch_t 0.247 (0.247)] [data_t 0.006] [optim_t 0.241] [lr 0.001166] [CE 3.349 (4.215)] [KD 3.128 (3.433)] 2024-10-13 23:45:54,181 - Train: 57.55% [720000/1251000] [575.5/1000.0] [batch_t 0.224 (0.256)] [data_t 0.007] [optim_t 0.217] [lr 0.001166] [CE 3.955 (4.246)] [KD 3.294 (3.446)] 2024-10-13 23:46:06,159 - Train: 57.56% [720050/1251000] [575.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.001166] [CE 4.254 (4.286)] [KD 3.554 (3.544)] 2024-10-13 23:46:18,513 - Train: 57.56% [720100/1251000] [575.6/1000.0] [batch_t 0.240 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.001166] [CE 4.365 (4.284)] [KD 3.412 (3.557)] 2024-10-13 23:46:30,991 - Train: 57.57% [720150/1251000] [575.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.001165] [CE 4.215 (4.308)] [KD 3.370 (3.574)] 2024-10-13 23:46:43,022 - Train: 57.57% [720200/1251000] [575.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001165] [CE 4.166 (4.327)] [KD 3.586 (3.586)] 2024-10-13 23:46:55,146 - Train: 57.57% [720250/1251000] [575.7/1000.0] [batch_t 0.255 (0.242)] [data_t 0.007] [optim_t 0.248] [lr 0.001165] [CE 4.404 (4.222)] [KD 3.533 (3.472)] 2024-10-13 23:47:07,567 - Train: 57.58% [720300/1251000] [575.8/1000.0] [batch_t 0.244 (0.248)] [data_t 0.006] [optim_t 0.238] [lr 0.001165] [CE 4.163 (4.250)] [KD 3.499 (3.479)] 2024-10-13 23:47:19,785 - Train: 57.58% [720350/1251000] [575.8/1000.0] [batch_t 0.528 (0.244)] [data_t 0.007] [optim_t 0.521] [lr 0.001165] [CE 4.499 (4.285)] [KD 3.646 (3.521)] 2024-10-13 23:47:32,263 - Train: 57.59% [720400/1251000] [575.9/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.001164] [CE 4.418 (4.206)] [KD 3.628 (3.511)] 2024-10-13 23:47:44,508 - Train: 57.59% [720450/1251000] [575.9/1000.0] [batch_t 0.248 (0.245)] [data_t 0.006] [optim_t 0.242] [lr 0.001164] [CE 4.157 (4.348)] [KD 3.548 (3.577)] 2024-10-13 23:47:56,228 - Train: 57.59% [720500/1251000] [575.9/1000.0] [batch_t 0.238 (0.234)] [data_t 0.010] [optim_t 0.228] [lr 0.001164] [CE 3.886 (4.328)] [KD 3.273 (3.519)] 2024-10-13 23:48:08,664 - Train: 57.60% [720550/1251000] [576.0/1000.0] [batch_t 0.232 (0.249)] [data_t 0.007] [optim_t 0.225] [lr 0.001164] [CE 4.198 (4.181)] [KD 3.422 (3.479)] 2024-10-13 23:48:23,834 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.174)] [top1_cnt 37532] [top5_cnt 46224] [top_all 50000] 2024-10-13 23:48:23,835 - net: 75.064 (92.448) 2024-10-13 23:48:34,219 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.191)] [top1_cnt 39375] [top5_cnt 47143] [top_all 50000] 2024-10-13 23:48:34,220 - net_E: 78.750 (94.286) 2024-10-13 23:48:34,409 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.750 (epoch: 576)] 2024-10-13 23:48:34,409 - ==> Total time: 2 days, 3:10:27 Eta: 1 day, 13:40:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:48:52,558 - Train: 57.60% [720600/1251000] [576.0/1000.0] [batch_t 0.250 (0.258)] [data_t 0.009] [optim_t 0.241] [lr 0.001164] [CE 3.889 (4.286)] [KD 3.278 (3.470)] 2024-10-13 23:49:05,014 - Train: 57.61% [720650/1251000] [576.1/1000.0] [batch_t 0.251 (0.249)] [data_t 0.009] [optim_t 0.242] [lr 0.001164] [CE 4.056 (4.273)] [KD 3.300 (3.481)] 2024-10-13 23:49:17,216 - Train: 57.61% [720700/1251000] [576.1/1000.0] [batch_t 0.244 (0.244)] [data_t 0.010] [optim_t 0.234] [lr 0.001163] [CE 4.079 (4.224)] [KD 3.364 (3.435)] 2024-10-13 23:49:29,361 - Train: 57.61% [720750/1251000] [576.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.008] [optim_t 0.226] [lr 0.001163] [CE 4.553 (4.235)] [KD 3.635 (3.440)] 2024-10-13 23:49:41,916 - Train: 57.62% [720800/1251000] [576.2/1000.0] [batch_t 0.214 (0.251)] [data_t 0.007] [optim_t 0.207] [lr 0.001163] [CE 4.182 (4.205)] [KD 3.482 (3.453)] 2024-10-13 23:49:54,198 - Train: 57.62% [720850/1251000] [576.2/1000.0] [batch_t 0.218 (0.245)] [data_t 0.007] [optim_t 0.211] [lr 0.001163] [CE 4.319 (4.233)] [KD 3.562 (3.471)] 2024-10-13 23:50:06,079 - Train: 57.63% [720900/1251000] [576.3/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.001163] [CE 4.411 (4.258)] [KD 3.525 (3.438)] 2024-10-13 23:50:18,378 - Train: 57.63% [720950/1251000] [576.3/1000.0] [batch_t 0.418 (0.246)] [data_t 0.008] [optim_t 0.411] [lr 0.001162] [CE 3.994 (4.292)] [KD 3.276 (3.487)] 2024-10-13 23:50:30,480 - Train: 57.63% [721000/1251000] [576.3/1000.0] [batch_t 0.253 (0.242)] [data_t 0.009] [optim_t 0.244] [lr 0.001162] [CE 4.224 (4.234)] [KD 3.371 (3.478)] 2024-10-13 23:50:42,247 - Train: 57.64% [721050/1251000] [576.4/1000.0] [batch_t 0.218 (0.235)] [data_t 0.011] [optim_t 0.208] [lr 0.001162] [CE 4.169 (4.285)] [KD 3.510 (3.508)] 2024-10-13 23:50:54,581 - Train: 57.64% [721100/1251000] [576.4/1000.0] [batch_t 0.232 (0.247)] [data_t 0.006] [optim_t 0.225] [lr 0.001162] [CE 4.224 (4.290)] [KD 3.350 (3.502)] 2024-10-13 23:51:06,855 - Train: 57.65% [721150/1251000] [576.5/1000.0] [batch_t 0.225 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.001162] [CE 4.437 (4.310)] [KD 3.678 (3.498)] 2024-10-13 23:51:19,089 - Train: 57.65% [721200/1251000] [576.5/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.218] [lr 0.001162] [CE 4.073 (4.317)] [KD 3.416 (3.473)] 2024-10-13 23:51:31,119 - Train: 57.65% [721250/1251000] [576.5/1000.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.001161] [CE 4.077 (4.250)] [KD 3.501 (3.473)] 2024-10-13 23:51:43,528 - Train: 57.66% [721300/1251000] [576.6/1000.0] [batch_t 0.245 (0.248)] [data_t 0.006] [optim_t 0.239] [lr 0.001161] [CE 4.213 (4.283)] [KD 3.612 (3.522)] 2024-10-13 23:51:55,555 - Train: 57.66% [721350/1251000] [576.6/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.001161] [CE 4.265 (4.267)] [KD 3.552 (3.522)] 2024-10-13 23:52:08,556 - Train: 57.67% [721400/1251000] [576.7/1000.0] [batch_t 0.218 (0.260)] [data_t 0.008] [optim_t 0.211] [lr 0.001161] [CE 3.866 (4.224)] [KD 3.211 (3.467)] 2024-10-13 23:52:21,075 - Train: 57.67% [721450/1251000] [576.7/1000.0] [batch_t 0.229 (0.250)] [data_t 0.009] [optim_t 0.220] [lr 0.001161] [CE 4.439 (4.278)] [KD 3.579 (3.537)] 2024-10-13 23:52:33,036 - Train: 57.67% [721500/1251000] [576.7/1000.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.001160] [CE 4.590 (4.175)] [KD 3.658 (3.438)] 2024-10-13 23:52:45,078 - Train: 57.68% [721550/1251000] [576.8/1000.0] [batch_t 0.228 (0.241)] [data_t 0.007] [optim_t 0.221] [lr 0.001160] [CE 4.494 (4.296)] [KD 3.537 (3.489)] 2024-10-13 23:52:57,935 - Train: 57.68% [721600/1251000] [576.8/1000.0] [batch_t 0.232 (0.257)] [data_t 0.009] [optim_t 0.224] [lr 0.001160] [CE 4.166 (4.224)] [KD 3.457 (3.465)] 2024-10-13 23:53:09,960 - Train: 57.69% [721650/1251000] [576.9/1000.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.001160] [CE 4.243 (4.278)] [KD 3.361 (3.493)] 2024-10-13 23:53:22,529 - Train: 57.69% [721700/1251000] [576.9/1000.0] [batch_t 0.243 (0.251)] [data_t 0.008] [optim_t 0.234] [lr 0.001160] [CE 4.460 (4.277)] [KD 3.568 (3.491)] 2024-10-13 23:53:35,548 - Train: 57.69% [721750/1251000] [576.9/1000.0] [batch_t 0.228 (0.260)] [data_t 0.007] [optim_t 0.221] [lr 0.001160] [CE 4.469 (4.364)] [KD 3.586 (3.540)] 2024-10-13 23:53:48,192 - Train: 57.70% [721800/1251000] [577.0/1000.0] [batch_t 0.244 (0.253)] [data_t 0.012] [optim_t 0.232] [lr 0.001159] [CE 4.806 (4.270)] [KD 3.828 (3.492)] 2024-10-13 23:54:02,998 - Test (net): 100.00% [50/50] [batch_t 0.044 (0.160)] [top1_cnt 37593] [top5_cnt 46356] [top_all 50000] 2024-10-13 23:54:02,999 - net: 75.186 (92.712) 2024-10-13 23:54:12,009 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.163)] [top1_cnt 39363] [top5_cnt 47144] [top_all 50000] 2024-10-13 23:54:12,009 - net_E: 78.726 (94.288) 2024-10-13 23:54:12,226 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.750 (epoch: 576)] 2024-10-13 23:54:12,227 - ==> Total time: 2 days, 3:16:05 Eta: 1 day, 13:35:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:54:21,309 - Train: 57.70% [721850/1251000] [577.0/1000.0] [batch_t 0.250 (0.268)] [data_t 0.006] [optim_t 0.243] [lr 0.001159] [CE 4.153 (4.301)] [KD 3.487 (3.508)] 2024-10-13 23:54:33,444 - Train: 57.71% [721900/1251000] [577.1/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.219] [lr 0.001159] [CE 4.290 (4.252)] [KD 3.562 (3.475)] 2024-10-13 23:54:45,843 - Train: 57.71% [721950/1251000] [577.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.007] [optim_t 0.226] [lr 0.001159] [CE 4.691 (4.217)] [KD 3.772 (3.452)] 2024-10-13 23:54:58,114 - Train: 57.71% [722000/1251000] [577.1/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.001159] [CE 4.122 (4.227)] [KD 3.318 (3.468)] 2024-10-13 23:55:10,252 - Train: 57.72% [722050/1251000] [577.2/1000.0] [batch_t 0.244 (0.243)] [data_t 0.010] [optim_t 0.234] [lr 0.001158] [CE 4.337 (4.191)] [KD 3.603 (3.405)] 2024-10-13 23:55:22,761 - Train: 57.72% [722100/1251000] [577.2/1000.0] [batch_t 0.239 (0.250)] [data_t 0.010] [optim_t 0.229] [lr 0.001158] [CE 4.790 (4.250)] [KD 3.676 (3.455)] 2024-10-13 23:55:34,507 - Train: 57.73% [722150/1251000] [577.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.010] [optim_t 0.223] [lr 0.001158] [CE 3.947 (4.272)] [KD 3.266 (3.498)] 2024-10-13 23:55:47,044 - Train: 57.73% [722200/1251000] [577.3/1000.0] [batch_t 0.227 (0.251)] [data_t 0.009] [optim_t 0.219] [lr 0.001158] [CE 3.859 (4.272)] [KD 3.225 (3.446)] 2024-10-13 23:55:59,673 - Train: 57.73% [722250/1251000] [577.3/1000.0] [batch_t 0.262 (0.252)] [data_t 0.008] [optim_t 0.254] [lr 0.001158] [CE 4.514 (4.306)] [KD 3.794 (3.534)] 2024-10-13 23:56:11,800 - Train: 57.74% [722300/1251000] [577.4/1000.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.001158] [CE 4.474 (4.313)] [KD 3.655 (3.572)] 2024-10-13 23:56:24,004 - Train: 57.74% [722350/1251000] [577.4/1000.0] [batch_t 0.240 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.001157] [CE 4.001 (4.328)] [KD 3.345 (3.529)] 2024-10-13 23:56:37,254 - Train: 57.75% [722400/1251000] [577.5/1000.0] [batch_t 0.240 (0.265)] [data_t 0.010] [optim_t 0.230] [lr 0.001157] [CE 3.920 (4.256)] [KD 3.491 (3.454)] 2024-10-13 23:56:49,474 - Train: 57.75% [722450/1251000] [577.5/1000.0] [batch_t 0.252 (0.244)] [data_t 0.008] [optim_t 0.244] [lr 0.001157] [CE 4.486 (4.270)] [KD 3.667 (3.512)] 2024-10-13 23:57:01,412 - Train: 57.75% [722500/1251000] [577.5/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.001157] [CE 4.150 (4.288)] [KD 3.462 (3.495)] 2024-10-13 23:57:14,600 - Train: 57.76% [722550/1251000] [577.6/1000.0] [batch_t 0.246 (0.264)] [data_t 0.008] [optim_t 0.238] [lr 0.001157] [CE 4.318 (4.294)] [KD 3.393 (3.511)] 2024-10-13 23:57:26,881 - Train: 57.76% [722600/1251000] [577.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.007] [optim_t 0.225] [lr 0.001156] [CE 4.605 (4.249)] [KD 3.785 (3.495)] 2024-10-13 23:57:38,936 - Train: 57.77% [722650/1251000] [577.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.008] [optim_t 0.233] [lr 0.001156] [CE 4.527 (4.258)] [KD 3.770 (3.511)] 2024-10-13 23:57:51,557 - Train: 57.77% [722700/1251000] [577.7/1000.0] [batch_t 0.233 (0.252)] [data_t 0.007] [optim_t 0.226] [lr 0.001156] [CE 4.682 (4.316)] [KD 3.762 (3.549)] 2024-10-13 23:58:03,316 - Train: 57.77% [722750/1251000] [577.7/1000.0] [batch_t 0.237 (0.235)] [data_t 0.007] [optim_t 0.230] [lr 0.001156] [CE 4.247 (4.265)] [KD 3.603 (3.525)] 2024-10-13 23:58:16,041 - Train: 57.78% [722800/1251000] [577.8/1000.0] [batch_t 0.243 (0.254)] [data_t 0.007] [optim_t 0.236] [lr 0.001156] [CE 3.837 (4.233)] [KD 3.189 (3.463)] 2024-10-13 23:58:29,181 - Train: 57.78% [722850/1251000] [577.8/1000.0] [batch_t 0.232 (0.263)] [data_t 0.010] [optim_t 0.222] [lr 0.001156] [CE 3.919 (4.301)] [KD 3.236 (3.481)] 2024-10-13 23:58:41,427 - Train: 57.79% [722900/1251000] [577.9/1000.0] [batch_t 0.223 (0.245)] [data_t 0.010] [optim_t 0.213] [lr 0.001155] [CE 4.882 (4.365)] [KD 4.091 (3.558)] 2024-10-13 23:58:53,238 - Train: 57.79% [722950/1251000] [577.9/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.231] [lr 0.001155] [CE 4.122 (4.262)] [KD 3.469 (3.513)] 2024-10-13 23:59:06,007 - Train: 57.79% [723000/1251000] [577.9/1000.0] [batch_t 0.229 (0.255)] [data_t 0.007] [optim_t 0.222] [lr 0.001155] [CE 4.365 (4.260)] [KD 3.678 (3.495)] 2024-10-13 23:59:18,059 - Train: 57.80% [723050/1251000] [578.0/1000.0] [batch_t 0.242 (0.241)] [data_t 0.010] [optim_t 0.232] [lr 0.001155] [CE 4.208 (4.219)] [KD 3.367 (3.470)] 2024-10-13 23:59:33,243 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 37293] [top5_cnt 46259] [top_all 50000] 2024-10-13 23:59:33,244 - net: 74.586 (92.518) 2024-10-13 23:59:42,680 - Test (net_E): 100.00% [50/50] [batch_t 0.547 (0.172)] [top1_cnt 39371] [top5_cnt 47134] [top_all 50000] 2024-10-13 23:59:42,680 - net_E: 78.742 (94.268) 2024-10-13 23:59:42,904 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.750 (epoch: 576)] 2024-10-13 23:59:42,905 - ==> Total time: 2 days, 3:21:35 Eta: 1 day, 13:29:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-13 23:59:51,546 - Train: 57.80% [723100/1251000] [578.0/1000.0] [batch_t 0.219 (0.261)] [data_t 0.011] [optim_t 0.209] [lr 0.001155] [CE 4.196 (4.254)] [KD 3.549 (3.556)] 2024-10-14 00:00:04,333 - Train: 57.81% [723150/1251000] [578.1/1000.0] [batch_t 0.241 (0.255)] [data_t 0.009] [optim_t 0.232] [lr 0.001154] [CE 4.234 (4.247)] [KD 3.566 (3.467)] 2024-10-14 00:00:16,352 - Train: 57.81% [723200/1251000] [578.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001154] [CE 4.432 (4.276)] [KD 3.640 (3.493)] 2024-10-14 00:00:28,866 - Train: 57.81% [723250/1251000] [578.1/1000.0] [batch_t 0.226 (0.250)] [data_t 0.010] [optim_t 0.216] [lr 0.001154] [CE 4.346 (4.213)] [KD 3.531 (3.444)] 2024-10-14 00:00:41,058 - Train: 57.82% [723300/1251000] [578.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.011] [optim_t 0.224] [lr 0.001154] [CE 4.632 (4.296)] [KD 3.551 (3.508)] 2024-10-14 00:00:53,271 - Train: 57.82% [723350/1251000] [578.2/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.001154] [CE 4.346 (4.220)] [KD 3.315 (3.450)] 2024-10-14 00:01:05,200 - Train: 57.83% [723400/1251000] [578.3/1000.0] [batch_t 0.226 (0.238)] [data_t 0.008] [optim_t 0.218] [lr 0.001154] [CE 3.895 (4.259)] [KD 3.313 (3.463)] 2024-10-14 00:01:17,356 - Train: 57.83% [723450/1251000] [578.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.001153] [CE 4.540 (4.281)] [KD 3.595 (3.492)] 2024-10-14 00:01:29,372 - Train: 57.83% [723500/1251000] [578.3/1000.0] [batch_t 0.218 (0.240)] [data_t 0.008] [optim_t 0.210] [lr 0.001153] [CE 4.256 (4.339)] [KD 3.557 (3.485)] 2024-10-14 00:01:42,107 - Train: 57.84% [723550/1251000] [578.4/1000.0] [batch_t 0.228 (0.255)] [data_t 0.009] [optim_t 0.219] [lr 0.001153] [CE 4.398 (4.289)] [KD 3.660 (3.494)] 2024-10-14 00:01:54,020 - Train: 57.84% [723600/1251000] [578.4/1000.0] [batch_t 0.243 (0.238)] [data_t 0.008] [optim_t 0.235] [lr 0.001153] [CE 4.761 (4.231)] [KD 3.780 (3.495)] 2024-10-14 00:02:05,543 - Train: 57.85% [723650/1251000] [578.5/1000.0] [batch_t 0.237 (0.230)] [data_t 0.007] [optim_t 0.230] [lr 0.001153] [CE 4.409 (4.304)] [KD 3.573 (3.534)] 2024-10-14 00:02:17,283 - Train: 57.85% [723700/1251000] [578.5/1000.0] [batch_t 0.231 (0.235)] [data_t 0.008] [optim_t 0.223] [lr 0.001152] [CE 4.221 (4.321)] [KD 3.196 (3.519)] 2024-10-14 00:02:29,868 - Train: 57.85% [723750/1251000] [578.5/1000.0] [batch_t 0.230 (0.251)] [data_t 0.008] [optim_t 0.222] [lr 0.001152] [CE 4.044 (4.250)] [KD 3.429 (3.481)] 2024-10-14 00:02:42,184 - Train: 57.86% [723800/1251000] [578.6/1000.0] [batch_t 0.228 (0.246)] [data_t 0.010] [optim_t 0.218] [lr 0.001152] [CE 4.255 (4.260)] [KD 3.611 (3.492)] 2024-10-14 00:02:53,806 - Train: 57.86% [723850/1251000] [578.6/1000.0] [batch_t 0.240 (0.232)] [data_t 0.010] [optim_t 0.230] [lr 0.001152] [CE 3.759 (4.241)] [KD 3.310 (3.488)] 2024-10-14 00:03:06,517 - Train: 57.87% [723900/1251000] [578.7/1000.0] [batch_t 0.223 (0.254)] [data_t 0.008] [optim_t 0.215] [lr 0.001152] [CE 3.927 (4.302)] [KD 3.396 (3.499)] 2024-10-14 00:03:18,820 - Train: 57.87% [723950/1251000] [578.7/1000.0] [batch_t 0.435 (0.246)] [data_t 0.009] [optim_t 0.426] [lr 0.001152] [CE 4.422 (4.303)] [KD 3.869 (3.489)] 2024-10-14 00:03:30,611 - Train: 57.87% [724000/1251000] [578.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.010] [optim_t 0.225] [lr 0.001151] [CE 4.285 (4.190)] [KD 3.662 (3.476)] 2024-10-14 00:03:43,059 - Train: 57.88% [724050/1251000] [578.8/1000.0] [batch_t 0.442 (0.249)] [data_t 0.007] [optim_t 0.435] [lr 0.001151] [CE 4.765 (4.304)] [KD 3.904 (3.520)] 2024-10-14 00:03:55,005 - Train: 57.88% [724100/1251000] [578.8/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.001151] [CE 4.180 (4.204)] [KD 3.480 (3.460)] 2024-10-14 00:04:07,399 - Train: 57.89% [724150/1251000] [578.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.008] [optim_t 0.230] [lr 0.001151] [CE 4.492 (4.287)] [KD 3.753 (3.525)] 2024-10-14 00:04:20,633 - Train: 57.89% [724200/1251000] [578.9/1000.0] [batch_t 0.236 (0.264)] [data_t 0.007] [optim_t 0.230] [lr 0.001151] [CE 4.625 (4.288)] [KD 3.807 (3.487)] 2024-10-14 00:04:32,710 - Train: 57.89% [724250/1251000] [578.9/1000.0] [batch_t 0.244 (0.241)] [data_t 0.008] [optim_t 0.236] [lr 0.001151] [CE 4.640 (4.205)] [KD 3.530 (3.452)] 2024-10-14 00:04:44,399 - Train: 57.90% [724300/1251000] [579.0/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.001150] [CE 4.357 (4.285)] [KD 3.403 (3.528)] 2024-10-14 00:04:59,811 - Test (net): 100.00% [50/50] [batch_t 0.202 (0.166)] [top1_cnt 37472] [top5_cnt 46233] [top_all 50000] 2024-10-14 00:04:59,812 - net: 74.944 (92.466) 2024-10-14 00:05:08,911 - Test (net_E): 100.00% [50/50] [batch_t 0.223 (0.165)] [top1_cnt 39342] [top5_cnt 47163] [top_all 50000] 2024-10-14 00:05:08,912 - net_E: 78.684 (94.326) 2024-10-14 00:05:09,136 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.750 (epoch: 576)] 2024-10-14 00:05:09,137 - ==> Total time: 2 days, 3:27:01 Eta: 1 day, 13:24:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:05:17,988 - Train: 57.90% [724350/1251000] [579.0/1000.0] [batch_t 0.248 (0.277)] [data_t 0.009] [optim_t 0.239] [lr 0.001150] [CE 4.374 (4.241)] [KD 3.409 (3.434)] 2024-10-14 00:05:30,179 - Train: 57.91% [724400/1251000] [579.1/1000.0] [batch_t 0.247 (0.244)] [data_t 0.008] [optim_t 0.239] [lr 0.001150] [CE 4.108 (4.234)] [KD 3.369 (3.435)] 2024-10-14 00:05:42,684 - Train: 57.91% [724450/1251000] [579.1/1000.0] [batch_t 0.218 (0.250)] [data_t 0.007] [optim_t 0.212] [lr 0.001150] [CE 3.970 (4.256)] [KD 3.283 (3.461)] 2024-10-14 00:05:54,825 - Train: 57.91% [724500/1251000] [579.1/1000.0] [batch_t 0.222 (0.243)] [data_t 0.008] [optim_t 0.214] [lr 0.001150] [CE 3.871 (4.237)] [KD 3.213 (3.472)] 2024-10-14 00:06:06,555 - Train: 57.92% [724550/1251000] [579.2/1000.0] [batch_t 0.228 (0.234)] [data_t 0.006] [optim_t 0.222] [lr 0.001149] [CE 4.135 (4.271)] [KD 3.534 (3.451)] 2024-10-14 00:06:18,863 - Train: 57.92% [724600/1251000] [579.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.231] [lr 0.001149] [CE 4.765 (4.229)] [KD 3.906 (3.460)] 2024-10-14 00:06:31,319 - Train: 57.93% [724650/1251000] [579.3/1000.0] [batch_t 0.534 (0.249)] [data_t 0.007] [optim_t 0.528] [lr 0.001149] [CE 4.450 (4.320)] [KD 3.569 (3.494)] 2024-10-14 00:06:43,762 - Train: 57.93% [724700/1251000] [579.3/1000.0] [batch_t 0.456 (0.249)] [data_t 0.009] [optim_t 0.447] [lr 0.001149] [CE 4.359 (4.200)] [KD 3.545 (3.488)] 2024-10-14 00:06:55,586 - Train: 57.93% [724750/1251000] [579.3/1000.0] [batch_t 0.251 (0.236)] [data_t 0.008] [optim_t 0.242] [lr 0.001149] [CE 4.423 (4.245)] [KD 3.341 (3.516)] 2024-10-14 00:07:08,044 - Train: 57.94% [724800/1251000] [579.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.007] [optim_t 0.233] [lr 0.001149] [CE 4.098 (4.166)] [KD 3.336 (3.433)] 2024-10-14 00:07:20,567 - Train: 57.94% [724850/1251000] [579.4/1000.0] [batch_t 0.227 (0.250)] [data_t 0.009] [optim_t 0.218] [lr 0.001148] [CE 4.307 (4.268)] [KD 3.520 (3.477)] 2024-10-14 00:07:32,688 - Train: 57.95% [724900/1251000] [579.5/1000.0] [batch_t 0.222 (0.242)] [data_t 0.010] [optim_t 0.212] [lr 0.001148] [CE 4.239 (4.253)] [KD 3.421 (3.501)] 2024-10-14 00:07:44,469 - Train: 57.95% [724950/1251000] [579.5/1000.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.001148] [CE 3.978 (4.250)] [KD 3.366 (3.545)] 2024-10-14 00:07:56,921 - Train: 57.95% [725000/1251000] [579.5/1000.0] [batch_t 0.231 (0.249)] [data_t 0.006] [optim_t 0.224] [lr 0.001148] [CE 4.130 (4.300)] [KD 3.354 (3.498)] 2024-10-14 00:08:09,144 - Train: 57.96% [725050/1251000] [579.6/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.001148] [CE 4.475 (4.327)] [KD 3.481 (3.532)] 2024-10-14 00:08:21,262 - Train: 57.96% [725100/1251000] [579.6/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.001147] [CE 3.919 (4.295)] [KD 3.334 (3.452)] 2024-10-14 00:08:33,490 - Train: 57.97% [725150/1251000] [579.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.001147] [CE 4.054 (4.247)] [KD 3.635 (3.490)] 2024-10-14 00:08:45,608 - Train: 57.97% [725200/1251000] [579.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.001147] [CE 4.455 (4.370)] [KD 3.561 (3.532)] 2024-10-14 00:08:57,748 - Train: 57.97% [725250/1251000] [579.7/1000.0] [batch_t 0.228 (0.243)] [data_t 0.006] [optim_t 0.222] [lr 0.001147] [CE 4.177 (4.295)] [KD 3.555 (3.504)] 2024-10-14 00:09:10,029 - Train: 57.98% [725300/1251000] [579.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.001147] [CE 4.776 (4.284)] [KD 3.792 (3.543)] 2024-10-14 00:09:22,340 - Train: 57.98% [725350/1251000] [579.8/1000.0] [batch_t 0.220 (0.246)] [data_t 0.007] [optim_t 0.213] [lr 0.001147] [CE 3.994 (4.305)] [KD 3.265 (3.517)] 2024-10-14 00:09:34,529 - Train: 57.99% [725400/1251000] [579.9/1000.0] [batch_t 0.244 (0.244)] [data_t 0.006] [optim_t 0.237] [lr 0.001146] [CE 4.226 (4.301)] [KD 3.394 (3.531)] 2024-10-14 00:09:47,387 - Train: 57.99% [725450/1251000] [579.9/1000.0] [batch_t 0.220 (0.257)] [data_t 0.008] [optim_t 0.211] [lr 0.001146] [CE 4.373 (4.319)] [KD 3.555 (3.542)] 2024-10-14 00:09:59,395 - Train: 57.99% [725500/1251000] [579.9/1000.0] [batch_t 0.241 (0.240)] [data_t 0.007] [optim_t 0.234] [lr 0.001146] [CE 4.413 (4.358)] [KD 3.790 (3.588)] 2024-10-14 00:10:11,102 - Train: 58.00% [725550/1251000] [580.0/1000.0] [batch_t 0.242 (0.234)] [data_t 0.006] [optim_t 0.235] [lr 0.001146] [CE 4.446 (4.252)] [KD 3.543 (3.503)] 2024-10-14 00:10:27,494 - Test (net): 100.00% [50/50] [batch_t 0.114 (0.174)] [top1_cnt 37550] [top5_cnt 46330] [top_all 50000] 2024-10-14 00:10:27,495 - net: 75.100 (92.660) 2024-10-14 00:10:37,100 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.176)] [top1_cnt 39329] [top5_cnt 47174] [top_all 50000] 2024-10-14 00:10:37,101 - net_E: 78.658 (94.348) 2024-10-14 00:10:37,277 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.750 (epoch: 576)] 2024-10-14 00:10:37,277 - ==> Total time: 2 days, 3:32:30 Eta: 1 day, 13:19:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:10:45,364 - Train: 58.00% [725600/1251000] [580.0/1000.0] [batch_t 0.240 (0.264)] [data_t 0.006] [optim_t 0.233] [lr 0.001146] [CE 4.390 (4.305)] [KD 3.383 (3.487)] 2024-10-14 00:10:57,793 - Train: 58.01% [725650/1251000] [580.1/1000.0] [batch_t 0.255 (0.248)] [data_t 0.008] [optim_t 0.247] [lr 0.001145] [CE 4.699 (4.238)] [KD 3.707 (3.424)] 2024-10-14 00:11:10,511 - Train: 58.01% [725700/1251000] [580.1/1000.0] [batch_t 0.223 (0.254)] [data_t 0.009] [optim_t 0.214] [lr 0.001145] [CE 4.383 (4.206)] [KD 3.556 (3.424)] 2024-10-14 00:11:22,627 - Train: 58.01% [725750/1251000] [580.1/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.001145] [CE 4.530 (4.266)] [KD 3.910 (3.472)] 2024-10-14 00:11:35,003 - Train: 58.02% [725800/1251000] [580.2/1000.0] [batch_t 0.255 (0.247)] [data_t 0.007] [optim_t 0.248] [lr 0.001145] [CE 4.352 (4.284)] [KD 3.775 (3.464)] 2024-10-14 00:11:47,221 - Train: 58.02% [725850/1251000] [580.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001145] [CE 4.474 (4.239)] [KD 3.581 (3.445)] 2024-10-14 00:11:59,283 - Train: 58.03% [725900/1251000] [580.3/1000.0] [batch_t 0.250 (0.241)] [data_t 0.007] [optim_t 0.243] [lr 0.001145] [CE 4.586 (4.270)] [KD 3.459 (3.443)] 2024-10-14 00:12:11,700 - Train: 58.03% [725950/1251000] [580.3/1000.0] [batch_t 0.439 (0.248)] [data_t 0.008] [optim_t 0.432] [lr 0.001144] [CE 4.275 (4.277)] [KD 3.464 (3.497)] 2024-10-14 00:12:23,866 - Train: 58.03% [726000/1251000] [580.3/1000.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.216] [lr 0.001144] [CE 4.151 (4.254)] [KD 3.442 (3.424)] 2024-10-14 00:12:36,655 - Train: 58.04% [726050/1251000] [580.4/1000.0] [batch_t 0.246 (0.256)] [data_t 0.007] [optim_t 0.239] [lr 0.001144] [CE 4.359 (4.192)] [KD 3.660 (3.467)] 2024-10-14 00:12:48,697 - Train: 58.04% [726100/1251000] [580.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001144] [CE 4.491 (4.323)] [KD 3.648 (3.508)] 2024-10-14 00:13:00,631 - Train: 58.05% [726150/1251000] [580.5/1000.0] [batch_t 0.249 (0.239)] [data_t 0.008] [optim_t 0.241] [lr 0.001144] [CE 4.746 (4.214)] [KD 3.817 (3.461)] 2024-10-14 00:13:12,749 - Train: 58.05% [726200/1251000] [580.5/1000.0] [batch_t 0.229 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.001143] [CE 3.991 (4.288)] [KD 3.400 (3.511)] 2024-10-14 00:13:25,248 - Train: 58.05% [726250/1251000] [580.5/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.222] [lr 0.001143] [CE 4.738 (4.355)] [KD 3.782 (3.526)] 2024-10-14 00:13:36,813 - Train: 58.06% [726300/1251000] [580.6/1000.0] [batch_t 0.236 (0.231)] [data_t 0.010] [optim_t 0.227] [lr 0.001143] [CE 3.614 (4.314)] [KD 3.009 (3.489)] 2024-10-14 00:13:49,560 - Train: 58.06% [726350/1251000] [580.6/1000.0] [batch_t 0.237 (0.255)] [data_t 0.007] [optim_t 0.230] [lr 0.001143] [CE 4.165 (4.296)] [KD 3.440 (3.494)] 2024-10-14 00:14:02,015 - Train: 58.07% [726400/1251000] [580.7/1000.0] [batch_t 0.257 (0.249)] [data_t 0.010] [optim_t 0.247] [lr 0.001143] [CE 4.422 (4.278)] [KD 3.751 (3.544)] 2024-10-14 00:14:14,082 - Train: 58.07% [726450/1251000] [580.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.011] [optim_t 0.222] [lr 0.001143] [CE 4.148 (4.254)] [KD 3.308 (3.502)] 2024-10-14 00:14:26,118 - Train: 58.07% [726500/1251000] [580.7/1000.0] [batch_t 0.221 (0.241)] [data_t 0.010] [optim_t 0.212] [lr 0.001142] [CE 4.372 (4.334)] [KD 3.548 (3.522)] 2024-10-14 00:14:38,265 - Train: 58.08% [726550/1251000] [580.8/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.001142] [CE 3.704 (4.238)] [KD 3.138 (3.463)] 2024-10-14 00:14:50,343 - Train: 58.08% [726600/1251000] [580.8/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.221] [lr 0.001142] [CE 4.215 (4.301)] [KD 3.444 (3.505)] 2024-10-14 00:15:02,439 - Train: 58.09% [726650/1251000] [580.9/1000.0] [batch_t 0.465 (0.242)] [data_t 0.011] [optim_t 0.455] [lr 0.001142] [CE 4.239 (4.206)] [KD 3.377 (3.435)] 2024-10-14 00:15:15,435 - Train: 58.09% [726700/1251000] [580.9/1000.0] [batch_t 0.238 (0.260)] [data_t 0.009] [optim_t 0.229] [lr 0.001142] [CE 4.119 (4.248)] [KD 3.320 (3.483)] 2024-10-14 00:15:27,270 - Train: 58.09% [726750/1251000] [580.9/1000.0] [batch_t 0.228 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.001141] [CE 4.222 (4.280)] [KD 3.460 (3.501)] 2024-10-14 00:15:39,445 - Train: 58.10% [726800/1251000] [581.0/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001141] [CE 4.564 (4.248)] [KD 3.613 (3.448)] 2024-10-14 00:15:56,382 - Test (net): 100.00% [50/50] [batch_t 0.481 (0.171)] [top1_cnt 37598] [top5_cnt 46301] [top_all 50000] 2024-10-14 00:15:56,383 - net: 75.196 (92.602) 2024-10-14 00:16:05,284 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.162)] [top1_cnt 39321] [top5_cnt 47167] [top_all 50000] 2024-10-14 00:16:05,285 - net_E: 78.642 (94.334) 2024-10-14 00:16:05,482 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.750 (epoch: 576)] 2024-10-14 00:16:05,483 - ==> Total time: 2 days, 3:37:58 Eta: 1 day, 13:14:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:16:14,116 - Train: 58.10% [726850/1251000] [581.0/1000.0] [batch_t 0.250 (0.292)] [data_t 0.008] [optim_t 0.242] [lr 0.001141] [CE 4.238 (4.220)] [KD 3.540 (3.463)] 2024-10-14 00:16:26,266 - Train: 58.11% [726900/1251000] [581.1/1000.0] [batch_t 0.247 (0.243)] [data_t 0.010] [optim_t 0.237] [lr 0.001141] [CE 4.129 (4.240)] [KD 3.433 (3.415)] 2024-10-14 00:16:39,276 - Train: 58.11% [726950/1251000] [581.1/1000.0] [batch_t 0.254 (0.260)] [data_t 0.009] [optim_t 0.244] [lr 0.001141] [CE 4.535 (4.274)] [KD 3.599 (3.475)] 2024-10-14 00:16:51,096 - Train: 58.11% [727000/1251000] [581.1/1000.0] [batch_t 0.258 (0.236)] [data_t 0.010] [optim_t 0.248] [lr 0.001141] [CE 3.591 (4.220)] [KD 3.008 (3.449)] 2024-10-14 00:17:02,974 - Train: 58.12% [727050/1251000] [581.2/1000.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.237] [lr 0.001140] [CE 4.046 (4.279)] [KD 3.263 (3.475)] 2024-10-14 00:17:15,390 - Train: 58.12% [727100/1251000] [581.2/1000.0] [batch_t 0.246 (0.248)] [data_t 0.008] [optim_t 0.239] [lr 0.001140] [CE 3.904 (4.225)] [KD 3.426 (3.472)] 2024-10-14 00:17:28,473 - Train: 58.13% [727150/1251000] [581.3/1000.0] [batch_t 0.230 (0.261)] [data_t 0.010] [optim_t 0.220] [lr 0.001140] [CE 4.118 (4.288)] [KD 3.316 (3.517)] 2024-10-14 00:17:40,466 - Train: 58.13% [727200/1251000] [581.3/1000.0] [batch_t 0.232 (0.240)] [data_t 0.006] [optim_t 0.226] [lr 0.001140] [CE 4.146 (4.257)] [KD 3.296 (3.481)] 2024-10-14 00:17:52,600 - Train: 58.13% [727250/1251000] [581.3/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001140] [CE 4.619 (4.218)] [KD 3.733 (3.436)] 2024-10-14 00:18:04,258 - Train: 58.14% [727300/1251000] [581.4/1000.0] [batch_t 0.235 (0.233)] [data_t 0.010] [optim_t 0.225] [lr 0.001139] [CE 4.720 (4.295)] [KD 3.801 (3.483)] 2024-10-14 00:18:16,816 - Train: 58.14% [727350/1251000] [581.4/1000.0] [batch_t 0.232 (0.251)] [data_t 0.010] [optim_t 0.221] [lr 0.001139] [CE 4.128 (4.209)] [KD 3.507 (3.436)] 2024-10-14 00:18:29,467 - Train: 58.15% [727400/1251000] [581.5/1000.0] [batch_t 0.214 (0.253)] [data_t 0.009] [optim_t 0.205] [lr 0.001139] [CE 4.537 (4.206)] [KD 3.605 (3.456)] 2024-10-14 00:18:41,772 - Train: 58.15% [727450/1251000] [581.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.001139] [CE 3.847 (4.304)] [KD 3.194 (3.473)] 2024-10-14 00:18:54,149 - Train: 58.15% [727500/1251000] [581.5/1000.0] [batch_t 0.232 (0.247)] [data_t 0.007] [optim_t 0.225] [lr 0.001139] [CE 3.824 (4.211)] [KD 3.213 (3.458)] 2024-10-14 00:19:07,176 - Train: 58.16% [727550/1251000] [581.6/1000.0] [batch_t 0.235 (0.260)] [data_t 0.007] [optim_t 0.228] [lr 0.001139] [CE 4.398 (4.230)] [KD 3.680 (3.448)] 2024-10-14 00:19:19,224 - Train: 58.16% [727600/1251000] [581.6/1000.0] [batch_t 0.250 (0.241)] [data_t 0.007] [optim_t 0.244] [lr 0.001138] [CE 4.087 (4.293)] [KD 3.316 (3.504)] 2024-10-14 00:19:31,371 - Train: 58.17% [727650/1251000] [581.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001138] [CE 4.550 (4.279)] [KD 3.428 (3.504)] 2024-10-14 00:19:44,139 - Train: 58.17% [727700/1251000] [581.7/1000.0] [batch_t 0.453 (0.255)] [data_t 0.008] [optim_t 0.445] [lr 0.001138] [CE 3.888 (4.283)] [KD 3.139 (3.486)] 2024-10-14 00:19:56,936 - Train: 58.17% [727750/1251000] [581.7/1000.0] [batch_t 0.231 (0.256)] [data_t 0.007] [optim_t 0.224] [lr 0.001138] [CE 4.389 (4.309)] [KD 3.636 (3.511)] 2024-10-14 00:20:09,160 - Train: 58.18% [727800/1251000] [581.8/1000.0] [batch_t 0.217 (0.244)] [data_t 0.007] [optim_t 0.211] [lr 0.001138] [CE 3.769 (4.243)] [KD 3.221 (3.494)] 2024-10-14 00:20:21,267 - Train: 58.18% [727850/1251000] [581.8/1000.0] [batch_t 0.404 (0.242)] [data_t 0.006] [optim_t 0.398] [lr 0.001138] [CE 3.582 (4.267)] [KD 3.099 (3.464)] 2024-10-14 00:20:33,213 - Train: 58.19% [727900/1251000] [581.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.227] [lr 0.001137] [CE 4.616 (4.251)] [KD 3.571 (3.477)] 2024-10-14 00:20:45,893 - Train: 58.19% [727950/1251000] [581.9/1000.0] [batch_t 0.229 (0.253)] [data_t 0.008] [optim_t 0.221] [lr 0.001137] [CE 4.187 (4.287)] [KD 3.339 (3.503)] 2024-10-14 00:20:58,494 - Train: 58.19% [728000/1251000] [581.9/1000.0] [batch_t 0.234 (0.252)] [data_t 0.006] [optim_t 0.228] [lr 0.001137] [CE 4.438 (4.241)] [KD 3.446 (3.493)] 2024-10-14 00:21:11,000 - Train: 58.20% [728050/1251000] [582.0/1000.0] [batch_t 0.242 (0.250)] [data_t 0.007] [optim_t 0.235] [lr 0.001137] [CE 4.066 (4.199)] [KD 3.287 (3.446)] 2024-10-14 00:21:28,161 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.180)] [top1_cnt 37469] [top5_cnt 46282] [top_all 50000] 2024-10-14 00:21:28,162 - net: 74.938 (92.564) 2024-10-14 00:21:37,824 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.177)] [top1_cnt 39367] [top5_cnt 47156] [top_all 50000] 2024-10-14 00:21:37,824 - net_E: 78.734 (94.312) 2024-10-14 00:21:38,010 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.750 (epoch: 576)] 2024-10-14 00:21:38,011 - ==> Total time: 2 days, 3:43:30 Eta: 1 day, 13:08:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:21:45,720 - Train: 58.20% [728100/1251000] [582.0/1000.0] [batch_t 0.232 (0.265)] [data_t 0.009] [optim_t 0.223] [lr 0.001137] [CE 4.083 (4.227)] [KD 3.674 (3.501)] 2024-10-14 00:21:57,997 - Train: 58.21% [728150/1251000] [582.1/1000.0] [batch_t 0.229 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.001136] [CE 4.135 (4.239)] [KD 3.358 (3.471)] 2024-10-14 00:22:10,948 - Train: 58.21% [728200/1251000] [582.1/1000.0] [batch_t 0.232 (0.259)] [data_t 0.009] [optim_t 0.223] [lr 0.001136] [CE 4.497 (4.269)] [KD 3.468 (3.444)] 2024-10-14 00:22:23,113 - Train: 58.21% [728250/1251000] [582.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.001136] [CE 4.378 (4.248)] [KD 3.492 (3.429)] 2024-10-14 00:22:35,287 - Train: 58.22% [728300/1251000] [582.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001136] [CE 4.026 (4.267)] [KD 3.300 (3.458)] 2024-10-14 00:22:47,405 - Train: 58.22% [728350/1251000] [582.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.001136] [CE 3.733 (4.247)] [KD 3.239 (3.519)] 2024-10-14 00:22:59,183 - Train: 58.23% [728400/1251000] [582.3/1000.0] [batch_t 0.240 (0.235)] [data_t 0.007] [optim_t 0.233] [lr 0.001136] [CE 4.520 (4.226)] [KD 3.512 (3.462)] 2024-10-14 00:23:11,563 - Train: 58.23% [728450/1251000] [582.3/1000.0] [batch_t 0.248 (0.247)] [data_t 0.007] [optim_t 0.241] [lr 0.001135] [CE 4.225 (4.228)] [KD 3.185 (3.439)] 2024-10-14 00:23:24,087 - Train: 58.23% [728500/1251000] [582.3/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.001135] [CE 4.163 (4.348)] [KD 3.496 (3.504)] 2024-10-14 00:23:36,130 - Train: 58.24% [728550/1251000] [582.4/1000.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.001135] [CE 3.968 (4.227)] [KD 3.452 (3.461)] 2024-10-14 00:23:48,493 - Train: 58.24% [728600/1251000] [582.4/1000.0] [batch_t 0.230 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.001135] [CE 4.263 (4.298)] [KD 3.498 (3.449)] 2024-10-14 00:24:00,680 - Train: 58.25% [728650/1251000] [582.5/1000.0] [batch_t 0.239 (0.244)] [data_t 0.006] [optim_t 0.232] [lr 0.001135] [CE 4.608 (4.282)] [KD 3.584 (3.498)] 2024-10-14 00:24:12,894 - Train: 58.25% [728700/1251000] [582.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.001134] [CE 4.590 (4.296)] [KD 3.627 (3.470)] 2024-10-14 00:24:25,172 - Train: 58.25% [728750/1251000] [582.5/1000.0] [batch_t 0.244 (0.245)] [data_t 0.007] [optim_t 0.237] [lr 0.001134] [CE 4.132 (4.287)] [KD 3.604 (3.521)] 2024-10-14 00:24:37,374 - Train: 58.26% [728800/1251000] [582.6/1000.0] [batch_t 0.229 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.001134] [CE 4.590 (4.235)] [KD 3.606 (3.432)] 2024-10-14 00:24:50,058 - Train: 58.26% [728850/1251000] [582.6/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.001134] [CE 4.465 (4.306)] [KD 3.258 (3.477)] 2024-10-14 00:25:02,129 - Train: 58.27% [728900/1251000] [582.7/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001134] [CE 4.527 (4.276)] [KD 3.409 (3.514)] 2024-10-14 00:25:14,125 - Train: 58.27% [728950/1251000] [582.7/1000.0] [batch_t 0.251 (0.240)] [data_t 0.011] [optim_t 0.240] [lr 0.001134] [CE 4.506 (4.265)] [KD 3.645 (3.506)] 2024-10-14 00:25:26,219 - Train: 58.27% [729000/1251000] [582.7/1000.0] [batch_t 0.227 (0.242)] [data_t 0.010] [optim_t 0.217] [lr 0.001133] [CE 4.638 (4.227)] [KD 3.740 (3.467)] 2024-10-14 00:25:38,302 - Train: 58.28% [729050/1251000] [582.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.001133] [CE 4.373 (4.281)] [KD 3.729 (3.495)] 2024-10-14 00:25:50,838 - Train: 58.28% [729100/1251000] [582.8/1000.0] [batch_t 0.235 (0.251)] [data_t 0.007] [optim_t 0.228] [lr 0.001133] [CE 4.290 (4.292)] [KD 3.305 (3.528)] 2024-10-14 00:26:02,924 - Train: 58.29% [729150/1251000] [582.9/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001133] [CE 4.212 (4.282)] [KD 3.306 (3.509)] 2024-10-14 00:26:15,374 - Train: 58.29% [729200/1251000] [582.9/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.223] [lr 0.001133] [CE 4.630 (4.221)] [KD 3.838 (3.475)] 2024-10-14 00:26:27,924 - Train: 58.29% [729250/1251000] [582.9/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.001132] [CE 4.249 (4.337)] [KD 3.382 (3.559)] 2024-10-14 00:26:40,045 - Train: 58.30% [729300/1251000] [583.0/1000.0] [batch_t 0.260 (0.242)] [data_t 0.009] [optim_t 0.250] [lr 0.001132] [CE 4.009 (4.308)] [KD 3.299 (3.486)] 2024-10-14 00:26:56,299 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.165)] [top1_cnt 37514] [top5_cnt 46300] [top_all 50000] 2024-10-14 00:26:56,299 - net: 75.028 (92.600) 2024-10-14 00:27:05,428 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 39347] [top5_cnt 47165] [top_all 50000] 2024-10-14 00:27:05,429 - net_E: 78.694 (94.330) 2024-10-14 00:27:05,630 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.750 (epoch: 576)] 2024-10-14 00:27:05,631 - ==> Total time: 2 days, 3:48:58 Eta: 1 day, 13:03:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:27:14,061 - Train: 58.30% [729350/1251000] [583.0/1000.0] [batch_t 0.241 (0.263)] [data_t 0.009] [optim_t 0.232] [lr 0.001132] [CE 4.371 (4.154)] [KD 3.310 (3.417)] 2024-10-14 00:27:26,608 - Train: 58.31% [729400/1251000] [583.1/1000.0] [batch_t 0.241 (0.251)] [data_t 0.011] [optim_t 0.230] [lr 0.001132] [CE 3.568 (4.229)] [KD 3.242 (3.402)] 2024-10-14 00:27:39,534 - Train: 58.31% [729450/1251000] [583.1/1000.0] [batch_t 0.240 (0.258)] [data_t 0.010] [optim_t 0.230] [lr 0.001132] [CE 3.853 (4.189)] [KD 3.214 (3.416)] 2024-10-14 00:27:51,891 - Train: 58.31% [729500/1251000] [583.1/1000.0] [batch_t 0.255 (0.247)] [data_t 0.010] [optim_t 0.245] [lr 0.001132] [CE 4.288 (4.301)] [KD 3.489 (3.431)] 2024-10-14 00:28:03,985 - Train: 58.32% [729550/1251000] [583.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.001131] [CE 4.166 (4.250)] [KD 3.468 (3.457)] 2024-10-14 00:28:16,276 - Train: 58.32% [729600/1251000] [583.2/1000.0] [batch_t 0.231 (0.246)] [data_t 0.008] [optim_t 0.222] [lr 0.001131] [CE 4.427 (4.327)] [KD 3.410 (3.448)] 2024-10-14 00:28:28,467 - Train: 58.33% [729650/1251000] [583.3/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.001131] [CE 4.216 (4.241)] [KD 3.335 (3.460)] 2024-10-14 00:28:40,777 - Train: 58.33% [729700/1251000] [583.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.001131] [CE 4.487 (4.316)] [KD 3.256 (3.458)] 2024-10-14 00:28:52,751 - Train: 58.33% [729750/1251000] [583.3/1000.0] [batch_t 0.229 (0.239)] [data_t 0.008] [optim_t 0.221] [lr 0.001131] [CE 4.322 (4.298)] [KD 3.477 (3.442)] 2024-10-14 00:29:05,355 - Train: 58.34% [729800/1251000] [583.4/1000.0] [batch_t 0.230 (0.252)] [data_t 0.009] [optim_t 0.221] [lr 0.001130] [CE 4.176 (4.244)] [KD 3.308 (3.469)] 2024-10-14 00:29:17,597 - Train: 58.34% [729850/1251000] [583.4/1000.0] [batch_t 0.245 (0.245)] [data_t 0.007] [optim_t 0.239] [lr 0.001130] [CE 4.619 (4.248)] [KD 3.869 (3.459)] 2024-10-14 00:29:29,721 - Train: 58.35% [729900/1251000] [583.5/1000.0] [batch_t 0.267 (0.242)] [data_t 0.006] [optim_t 0.261] [lr 0.001130] [CE 3.908 (4.263)] [KD 3.277 (3.440)] 2024-10-14 00:29:41,539 - Train: 58.35% [729950/1251000] [583.5/1000.0] [batch_t 0.247 (0.236)] [data_t 0.007] [optim_t 0.240] [lr 0.001130] [CE 4.603 (4.264)] [KD 3.650 (3.501)] 2024-10-14 00:29:53,765 - Train: 58.35% [730000/1251000] [583.5/1000.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.001130] [CE 4.317 (4.209)] [KD 3.527 (3.471)] 2024-10-14 00:30:06,354 - Train: 58.36% [730050/1251000] [583.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.001130] [CE 4.174 (4.263)] [KD 3.289 (3.469)] 2024-10-14 00:30:18,754 - Train: 58.36% [730100/1251000] [583.6/1000.0] [batch_t 0.226 (0.248)] [data_t 0.009] [optim_t 0.217] [lr 0.001129] [CE 4.246 (4.276)] [KD 3.176 (3.513)] 2024-10-14 00:30:30,900 - Train: 58.37% [730150/1251000] [583.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.001129] [CE 3.974 (4.236)] [KD 3.308 (3.481)] 2024-10-14 00:30:43,776 - Train: 58.37% [730200/1251000] [583.7/1000.0] [batch_t 0.226 (0.257)] [data_t 0.006] [optim_t 0.220] [lr 0.001129] [CE 4.876 (4.313)] [KD 3.673 (3.478)] 2024-10-14 00:30:56,037 - Train: 58.37% [730250/1251000] [583.7/1000.0] [batch_t 0.228 (0.245)] [data_t 0.007] [optim_t 0.221] [lr 0.001129] [CE 4.273 (4.247)] [KD 3.595 (3.431)] 2024-10-14 00:31:08,153 - Train: 58.38% [730300/1251000] [583.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.007] [optim_t 0.229] [lr 0.001129] [CE 4.223 (4.303)] [KD 3.463 (3.534)] 2024-10-14 00:31:20,644 - Train: 58.38% [730350/1251000] [583.8/1000.0] [batch_t 0.254 (0.250)] [data_t 0.009] [optim_t 0.245] [lr 0.001128] [CE 4.427 (4.255)] [KD 3.425 (3.446)] 2024-10-14 00:31:32,949 - Train: 58.39% [730400/1251000] [583.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.010] [optim_t 0.224] [lr 0.001128] [CE 4.568 (4.263)] [KD 3.520 (3.461)] 2024-10-14 00:31:45,741 - Train: 58.39% [730450/1251000] [583.9/1000.0] [batch_t 0.421 (0.256)] [data_t 0.010] [optim_t 0.411] [lr 0.001128] [CE 4.458 (4.274)] [KD 3.553 (3.442)] 2024-10-14 00:31:57,875 - Train: 58.39% [730500/1251000] [583.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001128] [CE 3.603 (4.322)] [KD 3.002 (3.529)] 2024-10-14 00:32:09,990 - Train: 58.40% [730550/1251000] [584.0/1000.0] [batch_t 0.252 (0.242)] [data_t 0.010] [optim_t 0.242] [lr 0.001128] [CE 3.894 (4.240)] [KD 3.441 (3.500)] 2024-10-14 00:32:27,818 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.188)] [top1_cnt 37664] [top5_cnt 46324] [top_all 50000] 2024-10-14 00:32:27,818 - net: 75.328 (92.648) 2024-10-14 00:32:36,802 - Test (net_E): 100.00% [50/50] [batch_t 0.171 (0.160)] [top1_cnt 39374] [top5_cnt 47169] [top_all 50000] 2024-10-14 00:32:36,803 - net_E: 78.748 (94.338) 2024-10-14 00:32:37,020 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.750 (epoch: 576)] 2024-10-14 00:32:37,021 - ==> Total time: 2 days, 3:54:29 Eta: 1 day, 12:58:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:32:44,666 - Train: 58.40% [730600/1251000] [584.0/1000.0] [batch_t 0.237 (0.278)] [data_t 0.007] [optim_t 0.230] [lr 0.001128] [CE 3.911 (4.227)] [KD 3.336 (3.415)] 2024-10-14 00:32:57,272 - Train: 58.41% [730650/1251000] [584.1/1000.0] [batch_t 0.224 (0.252)] [data_t 0.010] [optim_t 0.214] [lr 0.001127] [CE 4.271 (4.269)] [KD 3.451 (3.450)] 2024-10-14 00:33:09,587 - Train: 58.41% [730700/1251000] [584.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.221] [lr 0.001127] [CE 4.060 (4.203)] [KD 3.308 (3.426)] 2024-10-14 00:33:21,382 - Train: 58.41% [730750/1251000] [584.1/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.001127] [CE 4.667 (4.243)] [KD 3.969 (3.437)] 2024-10-14 00:33:33,674 - Train: 58.42% [730800/1251000] [584.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.001127] [CE 4.262 (4.246)] [KD 3.343 (3.417)] 2024-10-14 00:33:45,651 - Train: 58.42% [730850/1251000] [584.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.225] [lr 0.001127] [CE 4.222 (4.247)] [KD 3.294 (3.396)] 2024-10-14 00:33:57,590 - Train: 58.43% [730900/1251000] [584.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001127] [CE 3.896 (4.302)] [KD 3.413 (3.484)] 2024-10-14 00:34:09,414 - Train: 58.43% [730950/1251000] [584.3/1000.0] [batch_t 0.238 (0.236)] [data_t 0.008] [optim_t 0.230] [lr 0.001126] [CE 4.569 (4.216)] [KD 3.626 (3.472)] 2024-10-14 00:34:22,318 - Train: 58.43% [731000/1251000] [584.3/1000.0] [batch_t 0.231 (0.258)] [data_t 0.006] [optim_t 0.224] [lr 0.001126] [CE 4.403 (4.308)] [KD 3.476 (3.500)] 2024-10-14 00:34:34,134 - Train: 58.44% [731050/1251000] [584.4/1000.0] [batch_t 0.245 (0.236)] [data_t 0.010] [optim_t 0.236] [lr 0.001126] [CE 4.052 (4.238)] [KD 3.477 (3.490)] 2024-10-14 00:34:46,370 - Train: 58.44% [731100/1251000] [584.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.001126] [CE 4.723 (4.206)] [KD 3.707 (3.390)] 2024-10-14 00:34:58,357 - Train: 58.45% [731150/1251000] [584.5/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.001126] [CE 4.462 (4.249)] [KD 3.632 (3.425)] 2024-10-14 00:35:10,998 - Train: 58.45% [731200/1251000] [584.5/1000.0] [batch_t 0.408 (0.253)] [data_t 0.008] [optim_t 0.400] [lr 0.001125] [CE 4.391 (4.270)] [KD 3.694 (3.470)] 2024-10-14 00:35:22,857 - Train: 58.45% [731250/1251000] [584.5/1000.0] [batch_t 0.245 (0.237)] [data_t 0.010] [optim_t 0.234] [lr 0.001125] [CE 4.381 (4.442)] [KD 3.544 (3.553)] 2024-10-14 00:35:35,458 - Train: 58.46% [731300/1251000] [584.6/1000.0] [batch_t 0.244 (0.252)] [data_t 0.008] [optim_t 0.236] [lr 0.001125] [CE 4.075 (4.250)] [KD 3.549 (3.450)] 2024-10-14 00:35:47,588 - Train: 58.46% [731350/1251000] [584.6/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001125] [CE 4.727 (4.260)] [KD 3.717 (3.516)] 2024-10-14 00:35:59,919 - Train: 58.47% [731400/1251000] [584.7/1000.0] [batch_t 0.224 (0.246)] [data_t 0.008] [optim_t 0.216] [lr 0.001125] [CE 4.108 (4.266)] [KD 3.349 (3.467)] 2024-10-14 00:36:11,932 - Train: 58.47% [731450/1251000] [584.7/1000.0] [batch_t 0.245 (0.240)] [data_t 0.007] [optim_t 0.238] [lr 0.001125] [CE 4.315 (4.246)] [KD 3.406 (3.442)] 2024-10-14 00:36:24,102 - Train: 58.47% [731500/1251000] [584.7/1000.0] [batch_t 0.247 (0.243)] [data_t 0.007] [optim_t 0.240] [lr 0.001124] [CE 4.088 (4.302)] [KD 3.437 (3.503)] 2024-10-14 00:36:35,981 - Train: 58.48% [731550/1251000] [584.8/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001124] [CE 4.352 (4.317)] [KD 3.651 (3.473)] 2024-10-14 00:36:48,571 - Train: 58.48% [731600/1251000] [584.8/1000.0] [batch_t 0.230 (0.252)] [data_t 0.007] [optim_t 0.223] [lr 0.001124] [CE 3.985 (4.252)] [KD 3.332 (3.452)] 2024-10-14 00:37:00,979 - Train: 58.49% [731650/1251000] [584.9/1000.0] [batch_t 0.248 (0.248)] [data_t 0.010] [optim_t 0.238] [lr 0.001124] [CE 4.245 (4.244)] [KD 3.296 (3.482)] 2024-10-14 00:37:12,694 - Train: 58.49% [731700/1251000] [584.9/1000.0] [batch_t 0.217 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.001124] [CE 4.042 (4.335)] [KD 3.437 (3.547)] 2024-10-14 00:37:24,288 - Train: 58.49% [731750/1251000] [584.9/1000.0] [batch_t 0.221 (0.232)] [data_t 0.008] [optim_t 0.213] [lr 0.001123] [CE 4.337 (4.268)] [KD 3.422 (3.466)] 2024-10-14 00:37:36,435 - Train: 58.50% [731800/1251000] [585.0/1000.0] [batch_t 0.551 (0.243)] [data_t 0.008] [optim_t 0.543] [lr 0.001123] [CE 4.371 (4.274)] [KD 3.541 (3.511)] 2024-10-14 00:37:52,447 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.154)] [top1_cnt 37669] [top5_cnt 46349] [top_all 50000] 2024-10-14 00:37:52,447 - net: 75.338 (92.698) 2024-10-14 00:38:01,885 - Test (net_E): 100.00% [50/50] [batch_t 0.631 (0.173)] [top1_cnt 39419] [top5_cnt 47145] [top_all 50000] 2024-10-14 00:38:01,886 - net_E: 78.838 (94.290) 2024-10-14 00:38:02,121 - Max [top1: 75.382 (epoch: 570)] [top1-ema: 78.838 (epoch: 585)] 2024-10-14 00:38:02,122 - ==> Total time: 2 days, 3:59:54 Eta: 1 day, 12:53:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:38:31,170 - Train: 58.50% [731850/1251000] [585.0/1000.0] [batch_t 0.219 (0.266)] [data_t 0.008] [optim_t 0.211] [lr 0.001123] [CE 4.087 (4.302)] [KD 3.342 (3.430)] 2024-10-14 00:38:42,948 - Train: 58.51% [731900/1251000] [585.1/1000.0] [batch_t 0.216 (0.235)] [data_t 0.009] [optim_t 0.206] [lr 0.001123] [CE 3.884 (4.242)] [KD 3.011 (3.440)] 2024-10-14 00:38:55,046 - Train: 58.51% [731950/1251000] [585.1/1000.0] [batch_t 0.216 (0.242)] [data_t 0.009] [optim_t 0.208] [lr 0.001123] [CE 4.511 (4.253)] [KD 3.555 (3.411)] 2024-10-14 00:39:06,636 - Train: 58.51% [732000/1251000] [585.1/1000.0] [batch_t 0.223 (0.232)] [data_t 0.007] [optim_t 0.217] [lr 0.001123] [CE 4.098 (4.337)] [KD 3.375 (3.513)] 2024-10-14 00:39:18,213 - Train: 58.52% [732050/1251000] [585.2/1000.0] [batch_t 0.224 (0.231)] [data_t 0.008] [optim_t 0.216] [lr 0.001122] [CE 4.682 (4.235)] [KD 3.551 (3.488)] 2024-10-14 00:39:29,866 - Train: 58.52% [732100/1251000] [585.2/1000.0] [batch_t 0.223 (0.233)] [data_t 0.007] [optim_t 0.216] [lr 0.001122] [CE 4.361 (4.277)] [KD 3.455 (3.466)] 2024-10-14 00:39:41,459 - Train: 58.53% [732150/1251000] [585.3/1000.0] [batch_t 0.216 (0.232)] [data_t 0.008] [optim_t 0.208] [lr 0.001122] [CE 4.080 (4.247)] [KD 3.496 (3.430)] 2024-10-14 00:39:53,210 - Train: 58.53% [732200/1251000] [585.3/1000.0] [batch_t 0.211 (0.235)] [data_t 0.009] [optim_t 0.202] [lr 0.001122] [CE 3.853 (4.217)] [KD 3.181 (3.419)] 2024-10-14 00:40:04,843 - Train: 58.53% [732250/1251000] [585.3/1000.0] [batch_t 0.235 (0.232)] [data_t 0.008] [optim_t 0.227] [lr 0.001122] [CE 4.406 (4.296)] [KD 3.412 (3.441)] 2024-10-14 00:40:16,694 - Train: 58.54% [732300/1251000] [585.4/1000.0] [batch_t 0.409 (0.237)] [data_t 0.006] [optim_t 0.403] [lr 0.001121] [CE 3.994 (4.299)] [KD 3.238 (3.446)] 2024-10-14 00:40:28,581 - Train: 58.54% [732350/1251000] [585.4/1000.0] [batch_t 0.402 (0.238)] [data_t 0.010] [optim_t 0.392] [lr 0.001121] [CE 3.635 (4.221)] [KD 2.998 (3.459)] 2024-10-14 00:40:40,240 - Train: 58.55% [732400/1251000] [585.5/1000.0] [batch_t 0.221 (0.233)] [data_t 0.007] [optim_t 0.213] [lr 0.001121] [CE 4.427 (4.313)] [KD 3.589 (3.497)] 2024-10-14 00:40:51,436 - Train: 58.55% [732450/1251000] [585.5/1000.0] [batch_t 0.214 (0.224)] [data_t 0.009] [optim_t 0.205] [lr 0.001121] [CE 4.248 (4.281)] [KD 3.471 (3.524)] 2024-10-14 00:41:02,670 - Train: 58.55% [732500/1251000] [585.5/1000.0] [batch_t 0.243 (0.225)] [data_t 0.009] [optim_t 0.234] [lr 0.001121] [CE 4.109 (4.285)] [KD 3.340 (3.478)] 2024-10-14 00:41:14,712 - Train: 58.56% [732550/1251000] [585.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.008] [optim_t 0.229] [lr 0.001121] [CE 4.096 (4.266)] [KD 3.676 (3.484)] 2024-10-14 00:41:26,419 - Train: 58.56% [732600/1251000] [585.6/1000.0] [batch_t 0.421 (0.234)] [data_t 0.009] [optim_t 0.412] [lr 0.001120] [CE 4.559 (4.233)] [KD 3.588 (3.441)] 2024-10-14 00:41:37,795 - Train: 58.57% [732650/1251000] [585.7/1000.0] [batch_t 0.242 (0.227)] [data_t 0.008] [optim_t 0.234] [lr 0.001120] [CE 4.208 (4.281)] [KD 3.656 (3.481)] 2024-10-14 00:41:49,482 - Train: 58.57% [732700/1251000] [585.7/1000.0] [batch_t 0.219 (0.234)] [data_t 0.008] [optim_t 0.211] [lr 0.001120] [CE 4.234 (4.199)] [KD 3.496 (3.465)] 2024-10-14 00:42:01,328 - Train: 58.57% [732750/1251000] [585.7/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.001120] [CE 3.828 (4.247)] [KD 3.137 (3.471)] 2024-10-14 00:42:12,843 - Train: 58.58% [732800/1251000] [585.8/1000.0] [batch_t 0.226 (0.230)] [data_t 0.008] [optim_t 0.218] [lr 0.001120] [CE 4.269 (4.275)] [KD 3.491 (3.460)] 2024-10-14 00:42:24,720 - Train: 58.58% [732850/1251000] [585.8/1000.0] [batch_t 0.243 (0.237)] [data_t 0.007] [optim_t 0.236] [lr 0.001120] [CE 4.259 (4.347)] [KD 3.665 (3.522)] 2024-10-14 00:42:36,292 - Train: 58.59% [732900/1251000] [585.9/1000.0] [batch_t 0.239 (0.231)] [data_t 0.009] [optim_t 0.230] [lr 0.001119] [CE 3.739 (4.252)] [KD 3.110 (3.435)] 2024-10-14 00:42:48,549 - Train: 58.59% [732950/1251000] [585.9/1000.0] [batch_t 0.218 (0.245)] [data_t 0.008] [optim_t 0.210] [lr 0.001119] [CE 4.350 (4.268)] [KD 3.283 (3.446)] 2024-10-14 00:42:59,886 - Train: 58.59% [733000/1251000] [585.9/1000.0] [batch_t 0.223 (0.227)] [data_t 0.009] [optim_t 0.214] [lr 0.001119] [CE 4.500 (4.234)] [KD 3.618 (3.434)] 2024-10-14 00:43:11,454 - Train: 58.60% [733050/1251000] [586.0/1000.0] [batch_t 0.228 (0.231)] [data_t 0.008] [optim_t 0.220] [lr 0.001119] [CE 4.601 (4.270)] [KD 3.440 (3.472)] 2024-10-14 00:43:27,847 - Test (net): 100.00% [50/50] [batch_t 0.210 (0.156)] [top1_cnt 37811] [top5_cnt 46311] [top_all 50000] 2024-10-14 00:43:27,848 - net: 75.622 (92.622) 2024-10-14 00:43:36,769 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 39438] [top5_cnt 47126] [top_all 50000] 2024-10-14 00:43:36,769 - net_E: 78.876 (94.252) 2024-10-14 00:43:36,966 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.876 (epoch: 586)] 2024-10-14 00:43:36,967 - ==> Total time: 2 days, 4:05:29 Eta: 1 day, 12:48:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:44:01,602 - Train: 58.60% [733100/1251000] [586.0/1000.0] [batch_t 0.223 (0.280)] [data_t 0.008] [optim_t 0.215] [lr 0.001119] [CE 4.595 (4.375)] [KD 3.658 (3.445)] 2024-10-14 00:44:13,493 - Train: 58.61% [733150/1251000] [586.1/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.216] [lr 0.001118] [CE 5.116 (4.282)] [KD 3.791 (3.478)] 2024-10-14 00:44:25,775 - Train: 58.61% [733200/1251000] [586.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.001118] [CE 4.096 (4.219)] [KD 3.413 (3.419)] 2024-10-14 00:44:37,490 - Train: 58.61% [733250/1251000] [586.1/1000.0] [batch_t 0.388 (0.234)] [data_t 0.008] [optim_t 0.379] [lr 0.001118] [CE 3.874 (4.222)] [KD 3.225 (3.465)] 2024-10-14 00:44:49,469 - Train: 58.62% [733300/1251000] [586.2/1000.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.001118] [CE 4.330 (4.224)] [KD 3.502 (3.424)] 2024-10-14 00:45:01,404 - Train: 58.62% [733350/1251000] [586.2/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.001118] [CE 4.156 (4.180)] [KD 3.491 (3.433)] 2024-10-14 00:45:13,507 - Train: 58.63% [733400/1251000] [586.3/1000.0] [batch_t 0.220 (0.242)] [data_t 0.006] [optim_t 0.213] [lr 0.001118] [CE 3.325 (4.141)] [KD 2.919 (3.422)] 2024-10-14 00:45:25,252 - Train: 58.63% [733450/1251000] [586.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001117] [CE 4.395 (4.239)] [KD 3.698 (3.418)] 2024-10-14 00:45:36,841 - Train: 58.63% [733500/1251000] [586.3/1000.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.001117] [CE 3.781 (4.248)] [KD 3.165 (3.449)] 2024-10-14 00:45:48,163 - Train: 58.64% [733550/1251000] [586.4/1000.0] [batch_t 0.231 (0.226)] [data_t 0.010] [optim_t 0.221] [lr 0.001117] [CE 3.963 (4.296)] [KD 3.245 (3.465)] 2024-10-14 00:46:00,587 - Train: 58.64% [733600/1251000] [586.4/1000.0] [batch_t 0.228 (0.248)] [data_t 0.009] [optim_t 0.219] [lr 0.001117] [CE 4.170 (4.105)] [KD 3.200 (3.385)] 2024-10-14 00:46:12,425 - Train: 58.65% [733650/1251000] [586.5/1000.0] [batch_t 0.218 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.001117] [CE 3.931 (4.273)] [KD 3.410 (3.501)] 2024-10-14 00:46:23,793 - Train: 58.65% [733700/1251000] [586.5/1000.0] [batch_t 0.234 (0.227)] [data_t 0.008] [optim_t 0.226] [lr 0.001116] [CE 4.438 (4.254)] [KD 3.347 (3.397)] 2024-10-14 00:46:35,576 - Train: 58.65% [733750/1251000] [586.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.228] [lr 0.001116] [CE 4.385 (4.231)] [KD 3.375 (3.438)] 2024-10-14 00:46:47,662 - Train: 58.66% [733800/1251000] [586.6/1000.0] [batch_t 0.213 (0.242)] [data_t 0.009] [optim_t 0.204] [lr 0.001116] [CE 4.255 (4.285)] [KD 3.262 (3.463)] 2024-10-14 00:46:58,698 - Train: 58.66% [733850/1251000] [586.6/1000.0] [batch_t 0.229 (0.221)] [data_t 0.010] [optim_t 0.220] [lr 0.001116] [CE 4.866 (4.265)] [KD 3.883 (3.487)] 2024-10-14 00:47:10,510 - Train: 58.67% [733900/1251000] [586.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.001116] [CE 4.648 (4.240)] [KD 3.759 (3.465)] 2024-10-14 00:47:22,319 - Train: 58.67% [733950/1251000] [586.7/1000.0] [batch_t 0.226 (0.236)] [data_t 0.010] [optim_t 0.216] [lr 0.001116] [CE 4.494 (4.279)] [KD 3.412 (3.492)] 2024-10-14 00:47:33,892 - Train: 58.67% [734000/1251000] [586.7/1000.0] [batch_t 0.239 (0.231)] [data_t 0.009] [optim_t 0.230] [lr 0.001115] [CE 4.298 (4.246)] [KD 3.541 (3.422)] 2024-10-14 00:47:45,717 - Train: 58.68% [734050/1251000] [586.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.227] [lr 0.001115] [CE 4.575 (4.223)] [KD 3.540 (3.411)] 2024-10-14 00:47:57,166 - Train: 58.68% [734100/1251000] [586.8/1000.0] [batch_t 0.211 (0.229)] [data_t 0.009] [optim_t 0.202] [lr 0.001115] [CE 4.395 (4.251)] [KD 3.447 (3.446)] 2024-10-14 00:48:08,359 - Train: 58.69% [734150/1251000] [586.9/1000.0] [batch_t 0.220 (0.224)] [data_t 0.009] [optim_t 0.211] [lr 0.001115] [CE 3.869 (4.293)] [KD 3.363 (3.488)] 2024-10-14 00:48:20,319 - Train: 58.69% [734200/1251000] [586.9/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.001115] [CE 4.068 (4.305)] [KD 3.386 (3.456)] 2024-10-14 00:48:32,161 - Train: 58.69% [734250/1251000] [586.9/1000.0] [batch_t 0.220 (0.237)] [data_t 0.007] [optim_t 0.214] [lr 0.001114] [CE 4.540 (4.315)] [KD 3.643 (3.469)] 2024-10-14 00:48:43,589 - Train: 58.70% [734300/1251000] [587.0/1000.0] [batch_t 0.231 (0.228)] [data_t 0.009] [optim_t 0.223] [lr 0.001114] [CE 4.274 (4.267)] [KD 3.394 (3.455)] 2024-10-14 00:49:00,548 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.154)] [top1_cnt 37566] [top5_cnt 46227] [top_all 50000] 2024-10-14 00:49:00,548 - net: 75.132 (92.454) 2024-10-14 00:49:09,981 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.173)] [top1_cnt 39446] [top5_cnt 47139] [top_all 50000] 2024-10-14 00:49:09,982 - net_E: 78.892 (94.278) 2024-10-14 00:49:10,178 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.892 (epoch: 587)] 2024-10-14 00:49:10,179 - ==> Total time: 2 days, 4:11:02 Eta: 1 day, 12:42:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:49:27,707 - Train: 58.70% [734350/1251000] [587.0/1000.0] [batch_t 0.238 (0.276)] [data_t 0.007] [optim_t 0.231] [lr 0.001114] [CE 4.340 (4.105)] [KD 3.391 (3.350)] 2024-10-14 00:49:39,711 - Train: 58.71% [734400/1251000] [587.1/1000.0] [batch_t 0.227 (0.240)] [data_t 0.008] [optim_t 0.219] [lr 0.001114] [CE 4.268 (4.225)] [KD 3.508 (3.395)] 2024-10-14 00:49:51,773 - Train: 58.71% [734450/1251000] [587.1/1000.0] [batch_t 0.228 (0.241)] [data_t 0.006] [optim_t 0.222] [lr 0.001114] [CE 3.737 (4.155)] [KD 3.178 (3.394)] 2024-10-14 00:50:03,444 - Train: 58.71% [734500/1251000] [587.1/1000.0] [batch_t 0.240 (0.233)] [data_t 0.008] [optim_t 0.233] [lr 0.001114] [CE 4.188 (4.295)] [KD 3.318 (3.480)] 2024-10-14 00:50:15,301 - Train: 58.72% [734550/1251000] [587.2/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.001113] [CE 4.291 (4.286)] [KD 3.595 (3.473)] 2024-10-14 00:50:27,086 - Train: 58.72% [734600/1251000] [587.2/1000.0] [batch_t 0.219 (0.236)] [data_t 0.008] [optim_t 0.211] [lr 0.001113] [CE 4.112 (4.254)] [KD 3.421 (3.444)] 2024-10-14 00:50:39,069 - Train: 58.73% [734650/1251000] [587.3/1000.0] [batch_t 0.254 (0.239)] [data_t 0.008] [optim_t 0.246] [lr 0.001113] [CE 3.883 (4.305)] [KD 3.021 (3.453)] 2024-10-14 00:50:50,628 - Train: 58.73% [734700/1251000] [587.3/1000.0] [batch_t 0.235 (0.231)] [data_t 0.009] [optim_t 0.226] [lr 0.001113] [CE 4.434 (4.279)] [KD 3.560 (3.454)] 2024-10-14 00:51:02,619 - Train: 58.73% [734750/1251000] [587.3/1000.0] [batch_t 0.225 (0.240)] [data_t 0.008] [optim_t 0.217] [lr 0.001113] [CE 4.021 (4.247)] [KD 3.372 (3.467)] 2024-10-14 00:51:14,288 - Train: 58.74% [734800/1251000] [587.4/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.222] [lr 0.001112] [CE 4.258 (4.261)] [KD 3.385 (3.432)] 2024-10-14 00:51:25,996 - Train: 58.74% [734850/1251000] [587.4/1000.0] [batch_t 0.238 (0.234)] [data_t 0.007] [optim_t 0.231] [lr 0.001112] [CE 3.715 (4.229)] [KD 3.119 (3.435)] 2024-10-14 00:51:37,740 - Train: 58.75% [734900/1251000] [587.5/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.001112] [CE 4.644 (4.268)] [KD 3.631 (3.504)] 2024-10-14 00:51:49,320 - Train: 58.75% [734950/1251000] [587.5/1000.0] [batch_t 0.223 (0.231)] [data_t 0.006] [optim_t 0.217] [lr 0.001112] [CE 4.594 (4.191)] [KD 3.778 (3.432)] 2024-10-14 00:52:00,538 - Train: 58.75% [735000/1251000] [587.5/1000.0] [batch_t 0.226 (0.224)] [data_t 0.009] [optim_t 0.217] [lr 0.001112] [CE 4.393 (4.181)] [KD 3.764 (3.391)] 2024-10-14 00:52:12,305 - Train: 58.76% [735050/1251000] [587.6/1000.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.001112] [CE 4.631 (4.236)] [KD 3.565 (3.422)] 2024-10-14 00:52:24,053 - Train: 58.76% [735100/1251000] [587.6/1000.0] [batch_t 0.231 (0.235)] [data_t 0.007] [optim_t 0.224] [lr 0.001111] [CE 3.668 (4.226)] [KD 3.060 (3.456)] 2024-10-14 00:52:36,109 - Train: 58.76% [735150/1251000] [587.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.233] [lr 0.001111] [CE 4.494 (4.236)] [KD 3.530 (3.498)] 2024-10-14 00:52:47,989 - Train: 58.77% [735200/1251000] [587.7/1000.0] [batch_t 0.225 (0.237)] [data_t 0.008] [optim_t 0.217] [lr 0.001111] [CE 4.570 (4.256)] [KD 3.414 (3.479)] 2024-10-14 00:52:59,303 - Train: 58.77% [735250/1251000] [587.7/1000.0] [batch_t 0.225 (0.226)] [data_t 0.010] [optim_t 0.215] [lr 0.001111] [CE 4.486 (4.302)] [KD 3.709 (3.485)] 2024-10-14 00:53:10,728 - Train: 58.78% [735300/1251000] [587.8/1000.0] [batch_t 0.225 (0.228)] [data_t 0.010] [optim_t 0.214] [lr 0.001111] [CE 4.261 (4.257)] [KD 3.397 (3.449)] 2024-10-14 00:53:22,741 - Train: 58.78% [735350/1251000] [587.8/1000.0] [batch_t 0.229 (0.240)] [data_t 0.010] [optim_t 0.220] [lr 0.001111] [CE 4.079 (4.306)] [KD 3.259 (3.495)] 2024-10-14 00:53:34,559 - Train: 58.78% [735400/1251000] [587.8/1000.0] [batch_t 0.239 (0.236)] [data_t 0.010] [optim_t 0.229] [lr 0.001110] [CE 4.142 (4.316)] [KD 3.317 (3.496)] 2024-10-14 00:53:46,283 - Train: 58.79% [735450/1251000] [587.9/1000.0] [batch_t 0.219 (0.234)] [data_t 0.009] [optim_t 0.210] [lr 0.001110] [CE 4.661 (4.320)] [KD 3.596 (3.476)] 2024-10-14 00:53:57,843 - Train: 58.79% [735500/1251000] [587.9/1000.0] [batch_t 0.216 (0.231)] [data_t 0.006] [optim_t 0.210] [lr 0.001110] [CE 3.827 (4.251)] [KD 3.320 (3.431)] 2024-10-14 00:54:09,529 - Train: 58.80% [735550/1251000] [588.0/1000.0] [batch_t 0.223 (0.234)] [data_t 0.010] [optim_t 0.213] [lr 0.001110] [CE 4.131 (4.281)] [KD 3.476 (3.476)] 2024-10-14 00:54:26,314 - Test (net): 100.00% [50/50] [batch_t 0.196 (0.150)] [top1_cnt 37617] [top5_cnt 46333] [top_all 50000] 2024-10-14 00:54:26,314 - net: 75.234 (92.666) 2024-10-14 00:54:34,863 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.154)] [top1_cnt 39451] [top5_cnt 47116] [top_all 50000] 2024-10-14 00:54:34,864 - net_E: 78.902 (94.232) 2024-10-14 00:54:35,051 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.902 (epoch: 588)] 2024-10-14 00:54:35,052 - ==> Total time: 2 days, 4:16:27 Eta: 1 day, 12:37:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 00:54:51,408 - Train: 58.80% [735600/1251000] [588.0/1000.0] [batch_t 0.234 (0.298)] [data_t 0.009] [optim_t 0.224] [lr 0.001110] [CE 4.364 (4.217)] [KD 3.581 (3.409)] 2024-10-14 00:55:02,820 - Train: 58.80% [735650/1251000] [588.0/1000.0] [batch_t 0.222 (0.228)] [data_t 0.007] [optim_t 0.215] [lr 0.001109] [CE 4.226 (4.301)] [KD 3.438 (3.450)] 2024-10-14 00:55:15,269 - Train: 58.81% [735700/1251000] [588.1/1000.0] [batch_t 0.218 (0.249)] [data_t 0.008] [optim_t 0.210] [lr 0.001109] [CE 4.828 (4.331)] [KD 3.665 (3.480)] 2024-10-14 00:55:26,857 - Train: 58.81% [735750/1251000] [588.1/1000.0] [batch_t 0.212 (0.232)] [data_t 0.010] [optim_t 0.202] [lr 0.001109] [CE 4.580 (4.331)] [KD 3.865 (3.461)] 2024-10-14 00:55:38,355 - Train: 58.82% [735800/1251000] [588.2/1000.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.001109] [CE 4.005 (4.182)] [KD 3.141 (3.428)] 2024-10-14 00:55:50,274 - Train: 58.82% [735850/1251000] [588.2/1000.0] [batch_t 0.229 (0.238)] [data_t 0.010] [optim_t 0.219] [lr 0.001109] [CE 4.211 (4.234)] [KD 3.583 (3.468)] 2024-10-14 00:56:02,060 - Train: 58.82% [735900/1251000] [588.2/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.001109] [CE 4.007 (4.237)] [KD 3.489 (3.428)] 2024-10-14 00:56:13,993 - Train: 58.83% [735950/1251000] [588.3/1000.0] [batch_t 0.228 (0.238)] [data_t 0.010] [optim_t 0.218] [lr 0.001108] [CE 4.559 (4.247)] [KD 3.786 (3.453)] 2024-10-14 00:56:25,732 - Train: 58.83% [736000/1251000] [588.3/1000.0] [batch_t 0.224 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.001108] [CE 4.745 (4.256)] [KD 3.762 (3.444)] 2024-10-14 00:56:36,997 - Train: 58.84% [736050/1251000] [588.4/1000.0] [batch_t 0.242 (0.225)] [data_t 0.009] [optim_t 0.233] [lr 0.001108] [CE 4.222 (4.289)] [KD 3.497 (3.516)] 2024-10-14 00:56:49,112 - Train: 58.84% [736100/1251000] [588.4/1000.0] [batch_t 0.219 (0.242)] [data_t 0.007] [optim_t 0.212] [lr 0.001108] [CE 4.831 (4.331)] [KD 3.874 (3.526)] 2024-10-14 00:57:00,623 - Train: 58.84% [736150/1251000] [588.4/1000.0] [batch_t 0.214 (0.230)] [data_t 0.009] [optim_t 0.205] [lr 0.001108] [CE 3.844 (4.338)] [KD 3.314 (3.541)] 2024-10-14 00:57:11,941 - Train: 58.85% [736200/1251000] [588.5/1000.0] [batch_t 0.213 (0.226)] [data_t 0.009] [optim_t 0.204] [lr 0.001107] [CE 3.923 (4.183)] [KD 3.357 (3.394)] 2024-10-14 00:57:23,343 - Train: 58.85% [736250/1251000] [588.5/1000.0] [batch_t 0.215 (0.228)] [data_t 0.008] [optim_t 0.207] [lr 0.001107] [CE 4.750 (4.333)] [KD 3.695 (3.497)] 2024-10-14 00:57:35,103 - Train: 58.86% [736300/1251000] [588.6/1000.0] [batch_t 0.382 (0.235)] [data_t 0.009] [optim_t 0.373] [lr 0.001107] [CE 4.195 (4.239)] [KD 3.317 (3.426)] 2024-10-14 00:57:46,372 - Train: 58.86% [736350/1251000] [588.6/1000.0] [batch_t 0.224 (0.225)] [data_t 0.009] [optim_t 0.215] [lr 0.001107] [CE 4.736 (4.231)] [KD 3.747 (3.404)] 2024-10-14 00:57:57,832 - Train: 58.86% [736400/1251000] [588.6/1000.0] [batch_t 0.215 (0.229)] [data_t 0.006] [optim_t 0.209] [lr 0.001107] [CE 4.207 (4.359)] [KD 3.528 (3.516)] 2024-10-14 00:58:09,407 - Train: 58.87% [736450/1251000] [588.7/1000.0] [batch_t 0.222 (0.231)] [data_t 0.009] [optim_t 0.213] [lr 0.001107] [CE 3.875 (4.224)] [KD 3.190 (3.448)] 2024-10-14 00:58:20,974 - Train: 58.87% [736500/1251000] [588.7/1000.0] [batch_t 0.223 (0.231)] [data_t 0.008] [optim_t 0.215] [lr 0.001106] [CE 4.258 (4.256)] [KD 3.376 (3.475)] 2024-10-14 00:58:33,118 - Train: 58.88% [736550/1251000] [588.8/1000.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.001106] [CE 4.460 (4.202)] [KD 3.708 (3.453)] 2024-10-14 00:58:44,366 - Train: 58.88% [736600/1251000] [588.8/1000.0] [batch_t 0.370 (0.225)] [data_t 0.006] [optim_t 0.363] [lr 0.001106] [CE 4.426 (4.235)] [KD 3.572 (3.492)] 2024-10-14 00:58:55,581 - Train: 58.88% [736650/1251000] [588.8/1000.0] [batch_t 0.234 (0.224)] [data_t 0.007] [optim_t 0.228] [lr 0.001106] [CE 4.619 (4.322)] [KD 3.720 (3.511)] 2024-10-14 00:59:07,317 - Train: 58.89% [736700/1251000] [588.9/1000.0] [batch_t 0.374 (0.235)] [data_t 0.009] [optim_t 0.365] [lr 0.001106] [CE 4.380 (4.297)] [KD 3.385 (3.509)] 2024-10-14 00:59:19,195 - Train: 58.89% [736750/1251000] [588.9/1000.0] [batch_t 0.235 (0.237)] [data_t 0.008] [optim_t 0.227] [lr 0.001106] [CE 4.749 (4.199)] [KD 3.866 (3.403)] 2024-10-14 00:59:31,030 - Train: 58.90% [736800/1251000] [589.0/1000.0] [batch_t 0.226 (0.236)] [data_t 0.006] [optim_t 0.219] [lr 0.001105] [CE 3.943 (4.288)] [KD 3.244 (3.458)] 2024-10-14 00:59:48,626 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 37532] [top5_cnt 46317] [top_all 50000] 2024-10-14 00:59:48,626 - net: 75.064 (92.634) 2024-10-14 00:59:57,604 - Test (net_E): 100.00% [50/50] [batch_t 0.369 (0.163)] [top1_cnt 39465] [top5_cnt 47136] [top_all 50000] 2024-10-14 00:59:57,605 - net_E: 78.930 (94.272) 2024-10-14 00:59:57,823 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 00:59:57,824 - ==> Total time: 2 days, 4:21:50 Eta: 1 day, 12:32:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:00:16,609 - Train: 58.90% [736850/1251000] [589.0/1000.0] [batch_t 0.233 (0.274)] [data_t 0.007] [optim_t 0.226] [lr 0.001105] [CE 4.302 (4.397)] [KD 3.344 (3.544)] 2024-10-14 01:00:28,154 - Train: 58.90% [736900/1251000] [589.0/1000.0] [batch_t 0.232 (0.231)] [data_t 0.011] [optim_t 0.222] [lr 0.001105] [CE 4.457 (4.225)] [KD 3.479 (3.437)] 2024-10-14 01:00:39,610 - Train: 58.91% [736950/1251000] [589.1/1000.0] [batch_t 0.224 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.001105] [CE 3.966 (4.300)] [KD 3.269 (3.498)] 2024-10-14 01:00:51,836 - Train: 58.91% [737000/1251000] [589.1/1000.0] [batch_t 0.249 (0.244)] [data_t 0.006] [optim_t 0.242] [lr 0.001105] [CE 4.171 (4.306)] [KD 3.495 (3.510)] 2024-10-14 01:01:03,576 - Train: 58.92% [737050/1251000] [589.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.010] [optim_t 0.222] [lr 0.001104] [CE 4.228 (4.229)] [KD 3.493 (3.419)] 2024-10-14 01:01:14,795 - Train: 58.92% [737100/1251000] [589.2/1000.0] [batch_t 0.225 (0.224)] [data_t 0.006] [optim_t 0.219] [lr 0.001104] [CE 4.103 (4.247)] [KD 3.542 (3.420)] 2024-10-14 01:01:26,153 - Train: 58.92% [737150/1251000] [589.2/1000.0] [batch_t 0.228 (0.227)] [data_t 0.010] [optim_t 0.218] [lr 0.001104] [CE 4.311 (4.188)] [KD 3.548 (3.429)] 2024-10-14 01:01:38,256 - Train: 58.93% [737200/1251000] [589.3/1000.0] [batch_t 0.227 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.001104] [CE 4.332 (4.302)] [KD 3.554 (3.498)] 2024-10-14 01:01:50,117 - Train: 58.93% [737250/1251000] [589.3/1000.0] [batch_t 0.224 (0.237)] [data_t 0.006] [optim_t 0.218] [lr 0.001104] [CE 4.671 (4.267)] [KD 3.692 (3.482)] 2024-10-14 01:02:02,247 - Train: 58.94% [737300/1251000] [589.4/1000.0] [batch_t 0.227 (0.242)] [data_t 0.007] [optim_t 0.220] [lr 0.001104] [CE 4.689 (4.200)] [KD 3.511 (3.391)] 2024-10-14 01:02:14,549 - Train: 58.94% [737350/1251000] [589.4/1000.0] [batch_t 0.218 (0.246)] [data_t 0.007] [optim_t 0.211] [lr 0.001103] [CE 4.429 (4.295)] [KD 3.567 (3.488)] 2024-10-14 01:02:25,874 - Train: 58.94% [737400/1251000] [589.4/1000.0] [batch_t 0.213 (0.226)] [data_t 0.006] [optim_t 0.207] [lr 0.001103] [CE 4.125 (4.219)] [KD 3.185 (3.419)] 2024-10-14 01:02:37,218 - Train: 58.95% [737450/1251000] [589.5/1000.0] [batch_t 0.223 (0.227)] [data_t 0.008] [optim_t 0.215] [lr 0.001103] [CE 4.647 (4.230)] [KD 3.559 (3.464)] 2024-10-14 01:02:49,143 - Train: 58.95% [737500/1251000] [589.5/1000.0] [batch_t 0.211 (0.238)] [data_t 0.009] [optim_t 0.202] [lr 0.001103] [CE 3.912 (4.240)] [KD 3.310 (3.457)] 2024-10-14 01:03:00,425 - Train: 58.96% [737550/1251000] [589.6/1000.0] [batch_t 0.213 (0.225)] [data_t 0.009] [optim_t 0.204] [lr 0.001103] [CE 4.056 (4.246)] [KD 3.221 (3.388)] 2024-10-14 01:03:11,969 - Train: 58.96% [737600/1251000] [589.6/1000.0] [batch_t 0.235 (0.231)] [data_t 0.008] [optim_t 0.226] [lr 0.001102] [CE 3.857 (4.292)] [KD 3.248 (3.452)] 2024-10-14 01:03:24,191 - Train: 58.96% [737650/1251000] [589.6/1000.0] [batch_t 0.219 (0.244)] [data_t 0.009] [optim_t 0.211] [lr 0.001102] [CE 4.396 (4.284)] [KD 3.506 (3.491)] 2024-10-14 01:03:35,387 - Train: 58.97% [737700/1251000] [589.7/1000.0] [batch_t 0.216 (0.224)] [data_t 0.007] [optim_t 0.209] [lr 0.001102] [CE 4.464 (4.303)] [KD 3.624 (3.508)] 2024-10-14 01:03:46,871 - Train: 58.97% [737750/1251000] [589.7/1000.0] [batch_t 0.223 (0.230)] [data_t 0.007] [optim_t 0.217] [lr 0.001102] [CE 4.223 (4.239)] [KD 3.590 (3.445)] 2024-10-14 01:03:58,094 - Train: 58.98% [737800/1251000] [589.8/1000.0] [batch_t 0.222 (0.224)] [data_t 0.006] [optim_t 0.216] [lr 0.001102] [CE 4.288 (4.283)] [KD 3.271 (3.480)] 2024-10-14 01:04:09,930 - Train: 58.98% [737850/1251000] [589.8/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.001102] [CE 4.514 (4.237)] [KD 3.548 (3.383)] 2024-10-14 01:04:21,434 - Train: 58.98% [737900/1251000] [589.8/1000.0] [batch_t 0.227 (0.230)] [data_t 0.008] [optim_t 0.218] [lr 0.001101] [CE 4.288 (4.270)] [KD 3.350 (3.443)] 2024-10-14 01:04:33,309 - Train: 58.99% [737950/1251000] [589.9/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.219] [lr 0.001101] [CE 4.365 (4.284)] [KD 3.591 (3.457)] 2024-10-14 01:04:45,041 - Train: 58.99% [738000/1251000] [589.9/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.001101] [CE 4.353 (4.286)] [KD 3.504 (3.452)] 2024-10-14 01:04:56,657 - Train: 59.00% [738050/1251000] [590.0/1000.0] [batch_t 0.231 (0.232)] [data_t 0.007] [optim_t 0.224] [lr 0.001101] [CE 4.688 (4.149)] [KD 3.655 (3.395)] 2024-10-14 01:05:14,263 - Test (net): 100.00% [50/50] [batch_t 0.188 (0.160)] [top1_cnt 37694] [top5_cnt 46380] [top_all 50000] 2024-10-14 01:05:14,264 - net: 75.388 (92.760) 2024-10-14 01:05:22,696 - Test (net_E): 100.00% [50/50] [batch_t 0.124 (0.153)] [top1_cnt 39457] [top5_cnt 47171] [top_all 50000] 2024-10-14 01:05:22,696 - net_E: 78.914 (94.342) 2024-10-14 01:05:22,899 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 01:05:22,900 - ==> Total time: 2 days, 4:27:15 Eta: 1 day, 12:27:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:05:28,683 - Train: 59.00% [738100/1251000] [590.0/1000.0] [batch_t 0.225 (0.287)] [data_t 0.010] [optim_t 0.215] [lr 0.001101] [CE 3.689 (4.177)] [KD 3.105 (3.447)] 2024-10-14 01:05:40,009 - Train: 59.00% [738150/1251000] [590.0/1000.0] [batch_t 0.223 (0.226)] [data_t 0.009] [optim_t 0.214] [lr 0.001100] [CE 4.245 (4.251)] [KD 3.412 (3.435)] 2024-10-14 01:05:51,952 - Train: 59.01% [738200/1251000] [590.1/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.001100] [CE 4.763 (4.177)] [KD 4.050 (3.398)] 2024-10-14 01:06:03,455 - Train: 59.01% [738250/1251000] [590.1/1000.0] [batch_t 0.235 (0.230)] [data_t 0.006] [optim_t 0.229] [lr 0.001100] [CE 4.196 (4.191)] [KD 3.263 (3.394)] 2024-10-14 01:06:15,307 - Train: 59.02% [738300/1251000] [590.2/1000.0] [batch_t 0.239 (0.237)] [data_t 0.006] [optim_t 0.232] [lr 0.001100] [CE 4.331 (4.276)] [KD 3.248 (3.389)] 2024-10-14 01:06:26,826 - Train: 59.02% [738350/1251000] [590.2/1000.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.001100] [CE 3.967 (4.225)] [KD 3.258 (3.387)] 2024-10-14 01:06:38,610 - Train: 59.02% [738400/1251000] [590.2/1000.0] [batch_t 0.220 (0.236)] [data_t 0.007] [optim_t 0.213] [lr 0.001100] [CE 4.174 (4.171)] [KD 3.300 (3.394)] 2024-10-14 01:06:50,259 - Train: 59.03% [738450/1251000] [590.3/1000.0] [batch_t 0.228 (0.233)] [data_t 0.006] [optim_t 0.222] [lr 0.001099] [CE 4.232 (4.247)] [KD 3.469 (3.409)] 2024-10-14 01:07:01,803 - Train: 59.03% [738500/1251000] [590.3/1000.0] [batch_t 0.219 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.001099] [CE 4.612 (4.337)] [KD 3.613 (3.507)] 2024-10-14 01:07:13,613 - Train: 59.04% [738550/1251000] [590.4/1000.0] [batch_t 0.246 (0.236)] [data_t 0.009] [optim_t 0.238] [lr 0.001099] [CE 4.818 (4.280)] [KD 3.751 (3.455)] 2024-10-14 01:07:25,746 - Train: 59.04% [738600/1251000] [590.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.001099] [CE 4.047 (4.228)] [KD 3.291 (3.415)] 2024-10-14 01:07:37,137 - Train: 59.04% [738650/1251000] [590.4/1000.0] [batch_t 0.234 (0.228)] [data_t 0.008] [optim_t 0.225] [lr 0.001099] [CE 4.675 (4.209)] [KD 3.477 (3.409)] 2024-10-14 01:07:48,743 - Train: 59.05% [738700/1251000] [590.5/1000.0] [batch_t 0.227 (0.232)] [data_t 0.010] [optim_t 0.218] [lr 0.001099] [CE 4.359 (4.256)] [KD 3.489 (3.404)] 2024-10-14 01:08:00,231 - Train: 59.05% [738750/1251000] [590.5/1000.0] [batch_t 0.225 (0.230)] [data_t 0.006] [optim_t 0.219] [lr 0.001098] [CE 4.301 (4.330)] [KD 3.187 (3.518)] 2024-10-14 01:08:12,123 - Train: 59.06% [738800/1251000] [590.6/1000.0] [batch_t 0.228 (0.238)] [data_t 0.010] [optim_t 0.218] [lr 0.001098] [CE 3.902 (4.212)] [KD 3.439 (3.409)] 2024-10-14 01:08:24,306 - Train: 59.06% [738850/1251000] [590.6/1000.0] [batch_t 0.220 (0.243)] [data_t 0.009] [optim_t 0.211] [lr 0.001098] [CE 4.736 (4.328)] [KD 3.609 (3.465)] 2024-10-14 01:08:36,038 - Train: 59.06% [738900/1251000] [590.6/1000.0] [batch_t 0.233 (0.235)] [data_t 0.010] [optim_t 0.223] [lr 0.001098] [CE 4.287 (4.260)] [KD 3.508 (3.437)] 2024-10-14 01:08:47,822 - Train: 59.07% [738950/1251000] [590.7/1000.0] [batch_t 0.227 (0.236)] [data_t 0.007] [optim_t 0.219] [lr 0.001098] [CE 4.585 (4.292)] [KD 3.664 (3.460)] 2024-10-14 01:08:59,674 - Train: 59.07% [739000/1251000] [590.7/1000.0] [batch_t 0.223 (0.237)] [data_t 0.010] [optim_t 0.213] [lr 0.001097] [CE 4.543 (4.311)] [KD 3.627 (3.507)] 2024-10-14 01:09:11,409 - Train: 59.08% [739050/1251000] [590.8/1000.0] [batch_t 0.215 (0.235)] [data_t 0.009] [optim_t 0.206] [lr 0.001097] [CE 4.016 (4.243)] [KD 3.320 (3.414)] 2024-10-14 01:09:22,978 - Train: 59.08% [739100/1251000] [590.8/1000.0] [batch_t 0.235 (0.231)] [data_t 0.008] [optim_t 0.227] [lr 0.001097] [CE 4.691 (4.223)] [KD 3.706 (3.395)] 2024-10-14 01:09:35,105 - Train: 59.08% [739150/1251000] [590.8/1000.0] [batch_t 0.211 (0.242)] [data_t 0.007] [optim_t 0.204] [lr 0.001097] [CE 4.235 (4.271)] [KD 3.429 (3.471)] 2024-10-14 01:09:46,983 - Train: 59.09% [739200/1251000] [590.9/1000.0] [batch_t 0.213 (0.237)] [data_t 0.007] [optim_t 0.205] [lr 0.001097] [CE 3.883 (4.206)] [KD 3.255 (3.393)] 2024-10-14 01:09:58,640 - Train: 59.09% [739250/1251000] [590.9/1000.0] [batch_t 0.222 (0.233)] [data_t 0.007] [optim_t 0.215] [lr 0.001097] [CE 4.173 (4.277)] [KD 3.413 (3.446)] 2024-10-14 01:10:10,306 - Train: 59.10% [739300/1251000] [591.0/1000.0] [batch_t 0.226 (0.233)] [data_t 0.011] [optim_t 0.215] [lr 0.001096] [CE 3.850 (4.279)] [KD 3.244 (3.460)] 2024-10-14 01:10:27,723 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.150)] [top1_cnt 37631] [top5_cnt 46387] [top_all 50000] 2024-10-14 01:10:27,723 - net: 75.262 (92.774) 2024-10-14 01:10:36,760 - Test (net_E): 100.00% [50/50] [batch_t 0.147 (0.165)] [top1_cnt 39443] [top5_cnt 47177] [top_all 50000] 2024-10-14 01:10:36,761 - net_E: 78.886 (94.354) 2024-10-14 01:10:36,956 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 01:10:36,956 - ==> Total time: 2 days, 4:32:29 Eta: 1 day, 12:21:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:10:42,403 - Train: 59.10% [739350/1251000] [591.0/1000.0] [batch_t 0.226 (0.305)] [data_t 0.007] [optim_t 0.219] [lr 0.001096] [CE 4.428 (4.220)] [KD 3.495 (3.429)] 2024-10-14 01:10:54,111 - Train: 59.10% [739400/1251000] [591.0/1000.0] [batch_t 0.232 (0.234)] [data_t 0.008] [optim_t 0.224] [lr 0.001096] [CE 4.750 (4.177)] [KD 3.739 (3.399)] 2024-10-14 01:11:06,902 - Train: 59.11% [739450/1251000] [591.1/1000.0] [batch_t 0.222 (0.256)] [data_t 0.010] [optim_t 0.212] [lr 0.001096] [CE 4.391 (4.218)] [KD 3.510 (3.397)] 2024-10-14 01:11:18,712 - Train: 59.11% [739500/1251000] [591.1/1000.0] [batch_t 0.215 (0.236)] [data_t 0.009] [optim_t 0.206] [lr 0.001096] [CE 4.408 (4.247)] [KD 3.592 (3.408)] 2024-10-14 01:11:30,629 - Train: 59.12% [739550/1251000] [591.2/1000.0] [batch_t 0.243 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.001095] [CE 4.077 (4.265)] [KD 3.266 (3.440)] 2024-10-14 01:11:42,282 - Train: 59.12% [739600/1251000] [591.2/1000.0] [batch_t 0.397 (0.233)] [data_t 0.008] [optim_t 0.390] [lr 0.001095] [CE 3.674 (4.249)] [KD 3.105 (3.442)] 2024-10-14 01:11:54,386 - Train: 59.12% [739650/1251000] [591.2/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.221] [lr 0.001095] [CE 4.445 (4.261)] [KD 3.674 (3.395)] 2024-10-14 01:12:06,165 - Train: 59.13% [739700/1251000] [591.3/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.001095] [CE 4.553 (4.247)] [KD 3.900 (3.399)] 2024-10-14 01:12:18,132 - Train: 59.13% [739750/1251000] [591.3/1000.0] [batch_t 0.253 (0.239)] [data_t 0.009] [optim_t 0.244] [lr 0.001095] [CE 3.951 (4.296)] [KD 3.435 (3.455)] 2024-10-14 01:12:30,105 - Train: 59.14% [739800/1251000] [591.4/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.001095] [CE 4.139 (4.239)] [KD 3.334 (3.405)] 2024-10-14 01:12:42,489 - Train: 59.14% [739850/1251000] [591.4/1000.0] [batch_t 0.224 (0.248)] [data_t 0.009] [optim_t 0.215] [lr 0.001094] [CE 4.511 (4.215)] [KD 3.570 (3.414)] 2024-10-14 01:12:53,922 - Train: 59.14% [739900/1251000] [591.4/1000.0] [batch_t 0.241 (0.229)] [data_t 0.010] [optim_t 0.231] [lr 0.001094] [CE 4.178 (4.254)] [KD 3.389 (3.450)] 2024-10-14 01:13:05,882 - Train: 59.15% [739950/1251000] [591.5/1000.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.001094] [CE 3.930 (4.192)] [KD 3.201 (3.431)] 2024-10-14 01:13:17,790 - Train: 59.15% [740000/1251000] [591.5/1000.0] [batch_t 0.224 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.001094] [CE 4.545 (4.257)] [KD 3.600 (3.431)] 2024-10-14 01:13:29,747 - Train: 59.16% [740050/1251000] [591.6/1000.0] [batch_t 0.219 (0.239)] [data_t 0.007] [optim_t 0.212] [lr 0.001094] [CE 3.938 (4.241)] [KD 3.453 (3.395)] 2024-10-14 01:13:41,995 - Train: 59.16% [740100/1251000] [591.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.001094] [CE 4.272 (4.220)] [KD 3.386 (3.395)] 2024-10-14 01:13:53,743 - Train: 59.16% [740150/1251000] [591.6/1000.0] [batch_t 0.216 (0.235)] [data_t 0.010] [optim_t 0.207] [lr 0.001093] [CE 4.348 (4.245)] [KD 3.410 (3.395)] 2024-10-14 01:14:05,825 - Train: 59.17% [740200/1251000] [591.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.001093] [CE 4.240 (4.280)] [KD 3.354 (3.455)] 2024-10-14 01:14:18,245 - Train: 59.17% [740250/1251000] [591.7/1000.0] [batch_t 0.229 (0.248)] [data_t 0.010] [optim_t 0.219] [lr 0.001093] [CE 4.466 (4.281)] [KD 3.544 (3.400)] 2024-10-14 01:14:30,032 - Train: 59.18% [740300/1251000] [591.8/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.001093] [CE 4.785 (4.261)] [KD 3.722 (3.446)] 2024-10-14 01:14:42,284 - Train: 59.18% [740350/1251000] [591.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.006] [optim_t 0.227] [lr 0.001093] [CE 4.102 (4.272)] [KD 3.228 (3.453)] 2024-10-14 01:14:54,490 - Train: 59.18% [740400/1251000] [591.8/1000.0] [batch_t 0.232 (0.244)] [data_t 0.008] [optim_t 0.223] [lr 0.001092] [CE 4.367 (4.170)] [KD 3.262 (3.343)] 2024-10-14 01:15:07,006 - Train: 59.19% [740450/1251000] [591.9/1000.0] [batch_t 0.218 (0.250)] [data_t 0.006] [optim_t 0.211] [lr 0.001092] [CE 4.275 (4.307)] [KD 3.404 (3.439)] 2024-10-14 01:15:19,057 - Train: 59.19% [740500/1251000] [591.9/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.001092] [CE 3.842 (4.304)] [KD 3.413 (3.447)] 2024-10-14 01:15:30,909 - Train: 59.20% [740550/1251000] [592.0/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.001092] [CE 3.999 (4.237)] [KD 3.284 (3.383)] 2024-10-14 01:15:49,084 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 37708] [top5_cnt 46373] [top_all 50000] 2024-10-14 01:15:49,084 - net: 75.416 (92.746) 2024-10-14 01:15:57,696 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.157)] [top1_cnt 39423] [top5_cnt 47192] [top_all 50000] 2024-10-14 01:15:57,696 - net_E: 78.846 (94.384) 2024-10-14 01:15:57,934 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 01:15:57,934 - ==> Total time: 2 days, 4:37:50 Eta: 1 day, 12:16:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:16:03,262 - Train: 59.20% [740600/1251000] [592.0/1000.0] [batch_t 0.238 (0.319)] [data_t 0.006] [optim_t 0.232] [lr 0.001092] [CE 4.323 (4.180)] [KD 3.292 (3.330)] 2024-10-14 01:16:15,828 - Train: 59.20% [740650/1251000] [592.0/1000.0] [batch_t 0.261 (0.251)] [data_t 0.010] [optim_t 0.251] [lr 0.001092] [CE 4.117 (4.216)] [KD 3.095 (3.353)] 2024-10-14 01:16:28,323 - Train: 59.21% [740700/1251000] [592.1/1000.0] [batch_t 0.216 (0.250)] [data_t 0.007] [optim_t 0.210] [lr 0.001091] [CE 4.478 (4.235)] [KD 3.575 (3.404)] 2024-10-14 01:16:39,877 - Train: 59.21% [740750/1251000] [592.1/1000.0] [batch_t 0.230 (0.231)] [data_t 0.010] [optim_t 0.220] [lr 0.001091] [CE 4.297 (4.200)] [KD 3.429 (3.411)] 2024-10-14 01:16:52,009 - Train: 59.22% [740800/1251000] [592.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001091] [CE 4.367 (4.206)] [KD 3.498 (3.406)] 2024-10-14 01:17:03,818 - Train: 59.22% [740850/1251000] [592.2/1000.0] [batch_t 0.255 (0.236)] [data_t 0.007] [optim_t 0.248] [lr 0.001091] [CE 4.927 (4.250)] [KD 3.653 (3.455)] 2024-10-14 01:17:15,996 - Train: 59.22% [740900/1251000] [592.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.001091] [CE 3.755 (4.217)] [KD 3.337 (3.412)] 2024-10-14 01:17:27,986 - Train: 59.23% [740950/1251000] [592.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001090] [CE 4.132 (4.293)] [KD 3.286 (3.489)] 2024-10-14 01:17:40,052 - Train: 59.23% [741000/1251000] [592.3/1000.0] [batch_t 0.224 (0.241)] [data_t 0.007] [optim_t 0.217] [lr 0.001090] [CE 3.943 (4.222)] [KD 3.251 (3.417)] 2024-10-14 01:17:51,781 - Train: 59.24% [741050/1251000] [592.4/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.001090] [CE 4.113 (4.269)] [KD 3.341 (3.471)] 2024-10-14 01:18:04,488 - Train: 59.24% [741100/1251000] [592.4/1000.0] [batch_t 0.493 (0.254)] [data_t 0.009] [optim_t 0.485] [lr 0.001090] [CE 4.107 (4.304)] [KD 3.454 (3.416)] 2024-10-14 01:18:16,677 - Train: 59.24% [741150/1251000] [592.4/1000.0] [batch_t 0.463 (0.244)] [data_t 0.008] [optim_t 0.455] [lr 0.001090] [CE 4.737 (4.239)] [KD 3.565 (3.371)] 2024-10-14 01:18:28,322 - Train: 59.25% [741200/1251000] [592.5/1000.0] [batch_t 0.232 (0.233)] [data_t 0.008] [optim_t 0.225] [lr 0.001090] [CE 4.103 (4.261)] [KD 3.341 (3.431)] 2024-10-14 01:18:40,251 - Train: 59.25% [741250/1251000] [592.5/1000.0] [batch_t 0.248 (0.238)] [data_t 0.008] [optim_t 0.240] [lr 0.001089] [CE 4.529 (4.316)] [KD 3.518 (3.475)] 2024-10-14 01:18:52,660 - Train: 59.26% [741300/1251000] [592.6/1000.0] [batch_t 0.220 (0.248)] [data_t 0.008] [optim_t 0.212] [lr 0.001089] [CE 4.514 (4.257)] [KD 3.375 (3.426)] 2024-10-14 01:19:04,712 - Train: 59.26% [741350/1251000] [592.6/1000.0] [batch_t 0.245 (0.241)] [data_t 0.007] [optim_t 0.238] [lr 0.001089] [CE 4.299 (4.211)] [KD 3.287 (3.396)] 2024-10-14 01:19:16,674 - Train: 59.26% [741400/1251000] [592.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.008] [optim_t 0.226] [lr 0.001089] [CE 4.017 (4.256)] [KD 3.233 (3.432)] 2024-10-14 01:19:28,742 - Train: 59.27% [741450/1251000] [592.7/1000.0] [batch_t 0.227 (0.241)] [data_t 0.007] [optim_t 0.219] [lr 0.001089] [CE 4.200 (4.299)] [KD 3.184 (3.430)] 2024-10-14 01:19:41,041 - Train: 59.27% [741500/1251000] [592.7/1000.0] [batch_t 0.255 (0.246)] [data_t 0.009] [optim_t 0.246] [lr 0.001089] [CE 4.581 (4.290)] [KD 3.584 (3.479)] 2024-10-14 01:19:53,516 - Train: 59.28% [741550/1251000] [592.8/1000.0] [batch_t 0.232 (0.249)] [data_t 0.007] [optim_t 0.226] [lr 0.001088] [CE 4.094 (4.165)] [KD 3.247 (3.385)] 2024-10-14 01:20:05,311 - Train: 59.28% [741600/1251000] [592.8/1000.0] [batch_t 0.226 (0.236)] [data_t 0.010] [optim_t 0.216] [lr 0.001088] [CE 4.154 (4.205)] [KD 3.383 (3.398)] 2024-10-14 01:20:17,675 - Train: 59.28% [741650/1251000] [592.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.010] [optim_t 0.226] [lr 0.001088] [CE 3.882 (4.217)] [KD 3.007 (3.421)] 2024-10-14 01:20:30,225 - Train: 59.29% [741700/1251000] [592.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.008] [optim_t 0.230] [lr 0.001088] [CE 4.210 (4.202)] [KD 3.489 (3.420)] 2024-10-14 01:20:42,437 - Train: 59.29% [741750/1251000] [592.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001088] [CE 4.152 (4.238)] [KD 3.493 (3.416)] 2024-10-14 01:20:54,478 - Train: 59.30% [741800/1251000] [593.0/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.001087] [CE 4.092 (4.274)] [KD 3.335 (3.479)] 2024-10-14 01:21:14,207 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.179)] [top1_cnt 37745] [top5_cnt 46433] [top_all 50000] 2024-10-14 01:21:14,208 - net: 75.490 (92.866) 2024-10-14 01:21:23,234 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.165)] [top1_cnt 39424] [top5_cnt 47206] [top_all 50000] 2024-10-14 01:21:23,234 - net_E: 78.848 (94.412) 2024-10-14 01:21:23,453 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 01:21:23,454 - ==> Total time: 2 days, 4:43:16 Eta: 1 day, 12:11:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:21:28,308 - Train: 59.30% [741850/1251000] [593.0/1000.0] [batch_t 0.230 (0.309)] [data_t 0.009] [optim_t 0.221] [lr 0.001087] [CE 4.575 (4.448)] [KD 3.343 (3.497)] 2024-10-14 01:21:40,338 - Train: 59.30% [741900/1251000] [593.0/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.001087] [CE 4.169 (4.237)] [KD 3.802 (3.414)] 2024-10-14 01:21:52,457 - Train: 59.31% [741950/1251000] [593.1/1000.0] [batch_t 0.241 (0.242)] [data_t 0.006] [optim_t 0.235] [lr 0.001087] [CE 4.518 (4.277)] [KD 3.542 (3.450)] 2024-10-14 01:22:05,014 - Train: 59.31% [742000/1251000] [593.1/1000.0] [batch_t 0.229 (0.251)] [data_t 0.010] [optim_t 0.220] [lr 0.001087] [CE 4.614 (4.197)] [KD 3.539 (3.376)] 2024-10-14 01:22:17,088 - Train: 59.32% [742050/1251000] [593.2/1000.0] [batch_t 0.224 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.001087] [CE 4.222 (4.142)] [KD 3.289 (3.351)] 2024-10-14 01:22:28,825 - Train: 59.32% [742100/1251000] [593.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.010] [optim_t 0.225] [lr 0.001086] [CE 4.523 (4.238)] [KD 3.452 (3.403)] 2024-10-14 01:22:40,734 - Train: 59.32% [742150/1251000] [593.2/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001086] [CE 4.149 (4.270)] [KD 3.583 (3.431)] 2024-10-14 01:22:52,468 - Train: 59.33% [742200/1251000] [593.3/1000.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.001086] [CE 4.310 (4.189)] [KD 3.538 (3.377)] 2024-10-14 01:23:04,518 - Train: 59.33% [742250/1251000] [593.3/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.001086] [CE 4.207 (4.250)] [KD 3.376 (3.434)] 2024-10-14 01:23:16,235 - Train: 59.34% [742300/1251000] [593.4/1000.0] [batch_t 0.239 (0.234)] [data_t 0.010] [optim_t 0.228] [lr 0.001086] [CE 4.337 (4.260)] [KD 3.402 (3.412)] 2024-10-14 01:23:28,443 - Train: 59.34% [742350/1251000] [593.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.008] [optim_t 0.228] [lr 0.001085] [CE 4.288 (4.223)] [KD 3.474 (3.435)] 2024-10-14 01:23:39,935 - Train: 59.34% [742400/1251000] [593.4/1000.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.001085] [CE 4.525 (4.264)] [KD 3.585 (3.416)] 2024-10-14 01:23:51,783 - Train: 59.35% [742450/1251000] [593.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001085] [CE 4.680 (4.254)] [KD 3.620 (3.402)] 2024-10-14 01:24:03,743 - Train: 59.35% [742500/1251000] [593.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.229] [lr 0.001085] [CE 4.258 (4.225)] [KD 3.283 (3.403)] 2024-10-14 01:24:15,760 - Train: 59.36% [742550/1251000] [593.6/1000.0] [batch_t 0.227 (0.240)] [data_t 0.007] [optim_t 0.219] [lr 0.001085] [CE 4.608 (4.317)] [KD 3.647 (3.454)] 2024-10-14 01:24:27,162 - Train: 59.36% [742600/1251000] [593.6/1000.0] [batch_t 0.224 (0.228)] [data_t 0.009] [optim_t 0.215] [lr 0.001085] [CE 4.426 (4.249)] [KD 3.729 (3.431)] 2024-10-14 01:24:39,731 - Train: 59.36% [742650/1251000] [593.6/1000.0] [batch_t 0.228 (0.251)] [data_t 0.009] [optim_t 0.219] [lr 0.001084] [CE 4.308 (4.262)] [KD 3.453 (3.433)] 2024-10-14 01:24:51,338 - Train: 59.37% [742700/1251000] [593.7/1000.0] [batch_t 0.231 (0.232)] [data_t 0.007] [optim_t 0.225] [lr 0.001084] [CE 4.454 (4.242)] [KD 3.497 (3.385)] 2024-10-14 01:25:02,945 - Train: 59.37% [742750/1251000] [593.7/1000.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.001084] [CE 4.558 (4.291)] [KD 3.662 (3.474)] 2024-10-14 01:25:14,736 - Train: 59.38% [742800/1251000] [593.8/1000.0] [batch_t 0.218 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.001084] [CE 4.409 (4.237)] [KD 3.621 (3.429)] 2024-10-14 01:25:26,254 - Train: 59.38% [742850/1251000] [593.8/1000.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.001084] [CE 4.079 (4.264)] [KD 3.349 (3.405)] 2024-10-14 01:25:37,942 - Train: 59.38% [742900/1251000] [593.8/1000.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.001084] [CE 4.159 (4.265)] [KD 3.422 (3.450)] 2024-10-14 01:25:50,018 - Train: 59.39% [742950/1251000] [593.9/1000.0] [batch_t 0.228 (0.241)] [data_t 0.010] [optim_t 0.219] [lr 0.001083] [CE 4.365 (4.250)] [KD 3.372 (3.431)] 2024-10-14 01:26:01,994 - Train: 59.39% [743000/1251000] [593.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.011] [optim_t 0.222] [lr 0.001083] [CE 4.087 (4.233)] [KD 3.327 (3.448)] 2024-10-14 01:26:13,785 - Train: 59.40% [743050/1251000] [594.0/1000.0] [batch_t 0.246 (0.236)] [data_t 0.008] [optim_t 0.237] [lr 0.001083] [CE 4.604 (4.270)] [KD 3.546 (3.457)] 2024-10-14 01:26:34,054 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.186)] [top1_cnt 37672] [top5_cnt 46391] [top_all 50000] 2024-10-14 01:26:34,055 - net: 75.344 (92.782) 2024-10-14 01:26:43,308 - Test (net_E): 100.00% [50/50] [batch_t 0.554 (0.168)] [top1_cnt 39457] [top5_cnt 47188] [top_all 50000] 2024-10-14 01:26:43,309 - net_E: 78.914 (94.376) 2024-10-14 01:26:43,514 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 01:26:43,515 - ==> Total time: 2 days, 4:48:36 Eta: 1 day, 12:05:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:26:48,480 - Train: 59.40% [743100/1251000] [594.0/1000.0] [batch_t 0.223 (0.344)] [data_t 0.007] [optim_t 0.215] [lr 0.001083] [CE 4.486 (4.178)] [KD 3.535 (3.334)] 2024-10-14 01:27:00,540 - Train: 59.40% [743150/1251000] [594.0/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.001083] [CE 4.115 (4.237)] [KD 3.642 (3.421)] 2024-10-14 01:27:12,472 - Train: 59.41% [743200/1251000] [594.1/1000.0] [batch_t 0.223 (0.238)] [data_t 0.011] [optim_t 0.212] [lr 0.001082] [CE 4.294 (4.252)] [KD 3.491 (3.407)] 2024-10-14 01:27:24,290 - Train: 59.41% [743250/1251000] [594.1/1000.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.001082] [CE 4.323 (4.288)] [KD 3.425 (3.452)] 2024-10-14 01:27:36,006 - Train: 59.42% [743300/1251000] [594.2/1000.0] [batch_t 0.228 (0.234)] [data_t 0.010] [optim_t 0.219] [lr 0.001082] [CE 4.410 (4.343)] [KD 3.572 (3.434)] 2024-10-14 01:27:48,229 - Train: 59.42% [743350/1251000] [594.2/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.001082] [CE 4.328 (4.195)] [KD 3.364 (3.386)] 2024-10-14 01:28:00,262 - Train: 59.42% [743400/1251000] [594.2/1000.0] [batch_t 0.380 (0.240)] [data_t 0.006] [optim_t 0.374] [lr 0.001082] [CE 4.757 (4.266)] [KD 3.861 (3.455)] 2024-10-14 01:28:12,220 - Train: 59.43% [743450/1251000] [594.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.001082] [CE 3.873 (4.309)] [KD 3.041 (3.448)] 2024-10-14 01:28:24,443 - Train: 59.43% [743500/1251000] [594.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.001081] [CE 4.112 (4.246)] [KD 3.333 (3.448)] 2024-10-14 01:28:36,681 - Train: 59.44% [743550/1251000] [594.4/1000.0] [batch_t 0.374 (0.245)] [data_t 0.009] [optim_t 0.365] [lr 0.001081] [CE 4.048 (4.211)] [KD 3.251 (3.367)] 2024-10-14 01:28:48,443 - Train: 59.44% [743600/1251000] [594.4/1000.0] [batch_t 0.232 (0.235)] [data_t 0.007] [optim_t 0.225] [lr 0.001081] [CE 4.541 (4.247)] [KD 3.409 (3.406)] 2024-10-14 01:29:00,442 - Train: 59.44% [743650/1251000] [594.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.001081] [CE 3.699 (4.240)] [KD 3.118 (3.393)] 2024-10-14 01:29:12,386 - Train: 59.45% [743700/1251000] [594.5/1000.0] [batch_t 0.224 (0.239)] [data_t 0.006] [optim_t 0.217] [lr 0.001081] [CE 4.630 (4.297)] [KD 3.828 (3.468)] 2024-10-14 01:29:24,336 - Train: 59.45% [743750/1251000] [594.5/1000.0] [batch_t 0.205 (0.239)] [data_t 0.009] [optim_t 0.196] [lr 0.001080] [CE 4.114 (4.234)] [KD 3.539 (3.465)] 2024-10-14 01:29:36,007 - Train: 59.46% [743800/1251000] [594.6/1000.0] [batch_t 0.229 (0.233)] [data_t 0.006] [optim_t 0.223] [lr 0.001080] [CE 4.602 (4.276)] [KD 3.794 (3.451)] 2024-10-14 01:29:48,244 - Train: 59.46% [743850/1251000] [594.6/1000.0] [batch_t 0.442 (0.245)] [data_t 0.008] [optim_t 0.433] [lr 0.001080] [CE 4.831 (4.254)] [KD 3.900 (3.454)] 2024-10-14 01:29:59,969 - Train: 59.46% [743900/1251000] [594.6/1000.0] [batch_t 0.249 (0.234)] [data_t 0.009] [optim_t 0.240] [lr 0.001080] [CE 4.135 (4.236)] [KD 3.428 (3.392)] 2024-10-14 01:30:12,108 - Train: 59.47% [743950/1251000] [594.7/1000.0] [batch_t 0.549 (0.243)] [data_t 0.006] [optim_t 0.543] [lr 0.001080] [CE 4.435 (4.334)] [KD 3.554 (3.457)] 2024-10-14 01:30:24,309 - Train: 59.47% [744000/1251000] [594.7/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.001080] [CE 3.722 (4.246)] [KD 3.242 (3.406)] 2024-10-14 01:30:36,607 - Train: 59.48% [744050/1251000] [594.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.010] [optim_t 0.224] [lr 0.001079] [CE 3.761 (4.280)] [KD 3.371 (3.450)] 2024-10-14 01:30:48,385 - Train: 59.48% [744100/1251000] [594.8/1000.0] [batch_t 0.227 (0.235)] [data_t 0.006] [optim_t 0.221] [lr 0.001079] [CE 4.231 (4.226)] [KD 3.309 (3.406)] 2024-10-14 01:31:00,226 - Train: 59.48% [744150/1251000] [594.8/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.224] [lr 0.001079] [CE 3.819 (4.248)] [KD 3.287 (3.450)] 2024-10-14 01:31:12,223 - Train: 59.49% [744200/1251000] [594.9/1000.0] [batch_t 0.247 (0.240)] [data_t 0.007] [optim_t 0.241] [lr 0.001079] [CE 3.780 (4.232)] [KD 3.133 (3.430)] 2024-10-14 01:31:24,543 - Train: 59.49% [744250/1251000] [594.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.006] [optim_t 0.227] [lr 0.001079] [CE 3.949 (4.214)] [KD 3.115 (3.411)] 2024-10-14 01:31:35,994 - Train: 59.50% [744300/1251000] [595.0/1000.0] [batch_t 0.236 (0.229)] [data_t 0.007] [optim_t 0.228] [lr 0.001079] [CE 4.179 (4.268)] [KD 3.606 (3.438)] 2024-10-14 01:31:55,703 - Test (net): 100.00% [50/50] [batch_t 0.086 (0.167)] [top1_cnt 37663] [top5_cnt 46368] [top_all 50000] 2024-10-14 01:31:55,704 - net: 75.326 (92.736) 2024-10-14 01:32:05,323 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.175)] [top1_cnt 39454] [top5_cnt 47190] [top_all 50000] 2024-10-14 01:32:05,324 - net_E: 78.908 (94.380) 2024-10-14 01:32:05,546 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 01:32:05,547 - ==> Total time: 2 days, 4:53:58 Eta: 1 day, 12:00:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:32:10,877 - Train: 59.50% [744350/1251000] [595.0/1000.0] [batch_t 0.250 (0.350)] [data_t 0.007] [optim_t 0.243] [lr 0.001078] [CE 4.012 (4.264)] [KD 3.154 (3.461)] 2024-10-14 01:32:23,037 - Train: 59.50% [744400/1251000] [595.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.001078] [CE 4.449 (4.215)] [KD 3.436 (3.332)] 2024-10-14 01:32:35,003 - Train: 59.51% [744450/1251000] [595.1/1000.0] [batch_t 0.246 (0.239)] [data_t 0.011] [optim_t 0.235] [lr 0.001078] [CE 4.421 (4.184)] [KD 3.454 (3.321)] 2024-10-14 01:32:47,288 - Train: 59.51% [744500/1251000] [595.1/1000.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.218] [lr 0.001078] [CE 3.822 (4.190)] [KD 3.334 (3.406)] 2024-10-14 01:32:59,169 - Train: 59.52% [744550/1251000] [595.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.001078] [CE 4.362 (4.302)] [KD 3.395 (3.407)] 2024-10-14 01:33:11,186 - Train: 59.52% [744600/1251000] [595.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.001077] [CE 4.543 (4.299)] [KD 3.693 (3.390)] 2024-10-14 01:33:23,147 - Train: 59.52% [744650/1251000] [595.2/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.221] [lr 0.001077] [CE 3.710 (4.165)] [KD 2.826 (3.330)] 2024-10-14 01:33:35,397 - Train: 59.53% [744700/1251000] [595.3/1000.0] [batch_t 0.240 (0.245)] [data_t 0.008] [optim_t 0.232] [lr 0.001077] [CE 4.432 (4.191)] [KD 3.621 (3.376)] 2024-10-14 01:33:46,940 - Train: 59.53% [744750/1251000] [595.3/1000.0] [batch_t 0.220 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.001077] [CE 4.243 (4.281)] [KD 3.383 (3.400)] 2024-10-14 01:33:59,223 - Train: 59.54% [744800/1251000] [595.4/1000.0] [batch_t 0.222 (0.245)] [data_t 0.007] [optim_t 0.215] [lr 0.001077] [CE 4.147 (4.212)] [KD 3.530 (3.375)] 2024-10-14 01:34:11,276 - Train: 59.54% [744850/1251000] [595.4/1000.0] [batch_t 0.213 (0.241)] [data_t 0.007] [optim_t 0.206] [lr 0.001077] [CE 4.538 (4.224)] [KD 3.510 (3.397)] 2024-10-14 01:34:23,173 - Train: 59.54% [744900/1251000] [595.4/1000.0] [batch_t 0.257 (0.238)] [data_t 0.009] [optim_t 0.248] [lr 0.001076] [CE 3.675 (4.260)] [KD 3.094 (3.412)] 2024-10-14 01:34:34,965 - Train: 59.55% [744950/1251000] [595.5/1000.0] [batch_t 0.255 (0.236)] [data_t 0.008] [optim_t 0.248] [lr 0.001076] [CE 3.950 (4.187)] [KD 3.165 (3.374)] 2024-10-14 01:34:46,555 - Train: 59.55% [745000/1251000] [595.5/1000.0] [batch_t 0.237 (0.232)] [data_t 0.008] [optim_t 0.229] [lr 0.001076] [CE 4.097 (4.265)] [KD 3.219 (3.481)] 2024-10-14 01:34:59,041 - Train: 59.56% [745050/1251000] [595.6/1000.0] [batch_t 0.237 (0.250)] [data_t 0.007] [optim_t 0.230] [lr 0.001076] [CE 4.649 (4.245)] [KD 3.747 (3.432)] 2024-10-14 01:35:11,329 - Train: 59.56% [745100/1251000] [595.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.010] [optim_t 0.228] [lr 0.001076] [CE 4.227 (4.277)] [KD 3.641 (3.446)] 2024-10-14 01:35:23,131 - Train: 59.56% [745150/1251000] [595.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.226] [lr 0.001075] [CE 4.526 (4.230)] [KD 3.478 (3.412)] 2024-10-14 01:35:34,815 - Train: 59.57% [745200/1251000] [595.7/1000.0] [batch_t 0.238 (0.233)] [data_t 0.010] [optim_t 0.228] [lr 0.001075] [CE 4.492 (4.239)] [KD 3.668 (3.406)] 2024-10-14 01:35:46,857 - Train: 59.57% [745250/1251000] [595.7/1000.0] [batch_t 0.219 (0.241)] [data_t 0.010] [optim_t 0.209] [lr 0.001075] [CE 3.790 (4.239)] [KD 3.253 (3.429)] 2024-10-14 01:35:58,515 - Train: 59.58% [745300/1251000] [595.8/1000.0] [batch_t 0.221 (0.233)] [data_t 0.007] [optim_t 0.214] [lr 0.001075] [CE 4.427 (4.164)] [KD 3.625 (3.375)] 2024-10-14 01:36:10,587 - Train: 59.58% [745350/1251000] [595.8/1000.0] [batch_t 0.221 (0.241)] [data_t 0.010] [optim_t 0.211] [lr 0.001075] [CE 4.767 (4.274)] [KD 3.430 (3.447)] 2024-10-14 01:36:22,463 - Train: 59.58% [745400/1251000] [595.8/1000.0] [batch_t 0.236 (0.237)] [data_t 0.010] [optim_t 0.226] [lr 0.001075] [CE 4.524 (4.234)] [KD 3.638 (3.406)] 2024-10-14 01:36:35,004 - Train: 59.59% [745450/1251000] [595.9/1000.0] [batch_t 0.246 (0.251)] [data_t 0.008] [optim_t 0.237] [lr 0.001074] [CE 4.703 (4.254)] [KD 3.698 (3.416)] 2024-10-14 01:36:47,165 - Train: 59.59% [745500/1251000] [595.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001074] [CE 4.519 (4.293)] [KD 3.666 (3.463)] 2024-10-14 01:36:58,734 - Train: 59.60% [745550/1251000] [596.0/1000.0] [batch_t 0.223 (0.231)] [data_t 0.007] [optim_t 0.216] [lr 0.001074] [CE 3.998 (4.284)] [KD 3.305 (3.423)] 2024-10-14 01:37:18,514 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.173)] [top1_cnt 37736] [top5_cnt 46330] [top_all 50000] 2024-10-14 01:37:18,514 - net: 75.472 (92.660) 2024-10-14 01:37:27,523 - Test (net_E): 100.00% [50/50] [batch_t 0.391 (0.163)] [top1_cnt 39450] [top5_cnt 47204] [top_all 50000] 2024-10-14 01:37:27,524 - net_E: 78.900 (94.408) 2024-10-14 01:37:27,746 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 01:37:27,746 - ==> Total time: 2 days, 4:59:20 Eta: 1 day, 11:55:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:37:32,408 - Train: 59.60% [745600/1251000] [596.0/1000.0] [batch_t 0.227 (0.360)] [data_t 0.007] [optim_t 0.219] [lr 0.001074] [CE 4.435 (4.478)] [KD 3.558 (3.544)] 2024-10-14 01:37:44,695 - Train: 59.60% [745650/1251000] [596.0/1000.0] [batch_t 0.227 (0.245)] [data_t 0.006] [optim_t 0.221] [lr 0.001074] [CE 4.015 (4.249)] [KD 3.425 (3.388)] 2024-10-14 01:37:56,320 - Train: 59.61% [745700/1251000] [596.1/1000.0] [batch_t 0.237 (0.232)] [data_t 0.009] [optim_t 0.228] [lr 0.001074] [CE 4.440 (4.251)] [KD 3.616 (3.396)] 2024-10-14 01:38:08,546 - Train: 59.61% [745750/1251000] [596.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.001073] [CE 4.167 (4.206)] [KD 3.704 (3.413)] 2024-10-14 01:38:20,383 - Train: 59.62% [745800/1251000] [596.2/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.001073] [CE 4.332 (4.253)] [KD 3.355 (3.453)] 2024-10-14 01:38:32,595 - Train: 59.62% [745850/1251000] [596.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.010] [optim_t 0.224] [lr 0.001073] [CE 4.448 (4.259)] [KD 3.689 (3.450)] 2024-10-14 01:38:44,406 - Train: 59.62% [745900/1251000] [596.2/1000.0] [batch_t 0.251 (0.236)] [data_t 0.008] [optim_t 0.243] [lr 0.001073] [CE 3.923 (4.329)] [KD 3.297 (3.448)] 2024-10-14 01:38:56,441 - Train: 59.63% [745950/1251000] [596.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.001073] [CE 4.372 (4.302)] [KD 3.301 (3.443)] 2024-10-14 01:39:07,942 - Train: 59.63% [746000/1251000] [596.3/1000.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.221] [lr 0.001072] [CE 3.716 (4.159)] [KD 3.231 (3.329)] 2024-10-14 01:39:20,126 - Train: 59.64% [746050/1251000] [596.4/1000.0] [batch_t 0.224 (0.243)] [data_t 0.008] [optim_t 0.216] [lr 0.001072] [CE 3.957 (4.275)] [KD 3.204 (3.416)] 2024-10-14 01:39:31,967 - Train: 59.64% [746100/1251000] [596.4/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.215] [lr 0.001072] [CE 4.233 (4.290)] [KD 3.416 (3.427)] 2024-10-14 01:39:44,322 - Train: 59.64% [746150/1251000] [596.4/1000.0] [batch_t 0.215 (0.247)] [data_t 0.009] [optim_t 0.206] [lr 0.001072] [CE 3.873 (4.216)] [KD 3.149 (3.396)] 2024-10-14 01:39:56,112 - Train: 59.65% [746200/1251000] [596.5/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.001072] [CE 3.863 (4.238)] [KD 3.427 (3.488)] 2024-10-14 01:40:08,146 - Train: 59.65% [746250/1251000] [596.5/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.001072] [CE 3.578 (4.241)] [KD 3.108 (3.429)] 2024-10-14 01:40:20,164 - Train: 59.66% [746300/1251000] [596.6/1000.0] [batch_t 0.425 (0.240)] [data_t 0.006] [optim_t 0.419] [lr 0.001071] [CE 4.686 (4.291)] [KD 3.559 (3.402)] 2024-10-14 01:40:31,887 - Train: 59.66% [746350/1251000] [596.6/1000.0] [batch_t 0.235 (0.234)] [data_t 0.008] [optim_t 0.227] [lr 0.001071] [CE 4.189 (4.268)] [KD 3.317 (3.428)] 2024-10-14 01:40:43,853 - Train: 59.66% [746400/1251000] [596.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001071] [CE 4.161 (4.239)] [KD 3.299 (3.381)] 2024-10-14 01:40:56,445 - Train: 59.67% [746450/1251000] [596.7/1000.0] [batch_t 0.552 (0.252)] [data_t 0.006] [optim_t 0.546] [lr 0.001071] [CE 4.164 (4.246)] [KD 3.520 (3.421)] 2024-10-14 01:41:08,106 - Train: 59.67% [746500/1251000] [596.7/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.001071] [CE 4.277 (4.235)] [KD 3.496 (3.449)] 2024-10-14 01:41:20,189 - Train: 59.68% [746550/1251000] [596.8/1000.0] [batch_t 0.251 (0.241)] [data_t 0.007] [optim_t 0.244] [lr 0.001071] [CE 4.454 (4.247)] [KD 3.498 (3.433)] 2024-10-14 01:41:32,017 - Train: 59.68% [746600/1251000] [596.8/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.001070] [CE 4.386 (4.236)] [KD 3.607 (3.415)] 2024-10-14 01:41:44,082 - Train: 59.68% [746650/1251000] [596.8/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.001070] [CE 3.883 (4.248)] [KD 3.415 (3.412)] 2024-10-14 01:41:55,770 - Train: 59.69% [746700/1251000] [596.9/1000.0] [batch_t 0.230 (0.234)] [data_t 0.008] [optim_t 0.222] [lr 0.001070] [CE 3.874 (4.245)] [KD 3.213 (3.436)] 2024-10-14 01:42:08,102 - Train: 59.69% [746750/1251000] [596.9/1000.0] [batch_t 0.226 (0.246)] [data_t 0.006] [optim_t 0.219] [lr 0.001070] [CE 4.404 (4.255)] [KD 3.519 (3.433)] 2024-10-14 01:42:20,268 - Train: 59.70% [746800/1251000] [597.0/1000.0] [batch_t 0.245 (0.243)] [data_t 0.010] [optim_t 0.235] [lr 0.001070] [CE 4.053 (4.239)] [KD 3.303 (3.449)] 2024-10-14 01:42:39,785 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.163)] [top1_cnt 37718] [top5_cnt 46405] [top_all 50000] 2024-10-14 01:42:39,785 - net: 75.436 (92.810) 2024-10-14 01:42:49,204 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 39447] [top5_cnt 47195] [top_all 50000] 2024-10-14 01:42:49,205 - net_E: 78.894 (94.390) 2024-10-14 01:42:49,405 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 01:42:49,406 - ==> Total time: 2 days, 5:04:42 Eta: 1 day, 11:49:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:42:53,525 - Train: 59.70% [746850/1251000] [597.0/1000.0] [batch_t 0.229 (0.356)] [data_t 0.007] [optim_t 0.222] [lr 0.001069] [CE 4.976 (4.373)] [KD 3.732 (3.594)] 2024-10-14 01:43:05,664 - Train: 59.70% [746900/1251000] [597.0/1000.0] [batch_t 0.222 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.001069] [CE 4.450 (4.316)] [KD 3.538 (3.472)] 2024-10-14 01:43:17,648 - Train: 59.71% [746950/1251000] [597.1/1000.0] [batch_t 0.235 (0.239)] [data_t 0.006] [optim_t 0.229] [lr 0.001069] [CE 4.233 (4.359)] [KD 3.791 (3.488)] 2024-10-14 01:43:29,379 - Train: 59.71% [747000/1251000] [597.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.007] [optim_t 0.227] [lr 0.001069] [CE 4.513 (4.240)] [KD 3.354 (3.416)] 2024-10-14 01:43:41,453 - Train: 59.72% [747050/1251000] [597.2/1000.0] [batch_t 0.226 (0.241)] [data_t 0.006] [optim_t 0.220] [lr 0.001069] [CE 4.323 (4.281)] [KD 3.480 (3.432)] 2024-10-14 01:43:53,256 - Train: 59.72% [747100/1251000] [597.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.001069] [CE 4.423 (4.212)] [KD 3.436 (3.361)] 2024-10-14 01:44:05,052 - Train: 59.72% [747150/1251000] [597.2/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.001068] [CE 4.419 (4.243)] [KD 3.368 (3.400)] 2024-10-14 01:44:17,266 - Train: 59.73% [747200/1251000] [597.3/1000.0] [batch_t 0.244 (0.244)] [data_t 0.006] [optim_t 0.238] [lr 0.001068] [CE 4.461 (4.211)] [KD 3.486 (3.358)] 2024-10-14 01:44:29,080 - Train: 59.73% [747250/1251000] [597.3/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.001068] [CE 4.085 (4.220)] [KD 3.378 (3.369)] 2024-10-14 01:44:40,790 - Train: 59.74% [747300/1251000] [597.4/1000.0] [batch_t 0.239 (0.234)] [data_t 0.007] [optim_t 0.232] [lr 0.001068] [CE 4.567 (4.193)] [KD 3.567 (3.338)] 2024-10-14 01:44:52,857 - Train: 59.74% [747350/1251000] [597.4/1000.0] [batch_t 0.218 (0.241)] [data_t 0.008] [optim_t 0.209] [lr 0.001068] [CE 4.070 (4.226)] [KD 3.340 (3.369)] 2024-10-14 01:45:04,797 - Train: 59.74% [747400/1251000] [597.4/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.001067] [CE 4.224 (4.214)] [KD 3.316 (3.376)] 2024-10-14 01:45:16,721 - Train: 59.75% [747450/1251000] [597.5/1000.0] [batch_t 0.251 (0.238)] [data_t 0.008] [optim_t 0.242] [lr 0.001067] [CE 3.915 (4.271)] [KD 3.130 (3.431)] 2024-10-14 01:45:28,845 - Train: 59.75% [747500/1251000] [597.5/1000.0] [batch_t 0.242 (0.242)] [data_t 0.006] [optim_t 0.235] [lr 0.001067] [CE 4.283 (4.268)] [KD 3.736 (3.432)] 2024-10-14 01:45:40,685 - Train: 59.76% [747550/1251000] [597.6/1000.0] [batch_t 0.230 (0.237)] [data_t 0.008] [optim_t 0.223] [lr 0.001067] [CE 4.281 (4.245)] [KD 3.284 (3.403)] 2024-10-14 01:45:52,570 - Train: 59.76% [747600/1251000] [597.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001067] [CE 3.790 (4.284)] [KD 3.189 (3.463)] 2024-10-14 01:46:04,837 - Train: 59.76% [747650/1251000] [597.6/1000.0] [batch_t 0.212 (0.245)] [data_t 0.007] [optim_t 0.205] [lr 0.001067] [CE 4.328 (4.220)] [KD 3.535 (3.392)] 2024-10-14 01:46:17,064 - Train: 59.77% [747700/1251000] [597.7/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.001066] [CE 4.054 (4.272)] [KD 3.429 (3.385)] 2024-10-14 01:46:28,461 - Train: 59.77% [747750/1251000] [597.7/1000.0] [batch_t 0.224 (0.228)] [data_t 0.008] [optim_t 0.216] [lr 0.001066] [CE 4.202 (4.249)] [KD 3.547 (3.467)] 2024-10-14 01:46:40,649 - Train: 59.78% [747800/1251000] [597.8/1000.0] [batch_t 0.224 (0.244)] [data_t 0.008] [optim_t 0.216] [lr 0.001066] [CE 4.392 (4.317)] [KD 3.438 (3.455)] 2024-10-14 01:46:52,674 - Train: 59.78% [747850/1251000] [597.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.010] [optim_t 0.222] [lr 0.001066] [CE 4.185 (4.248)] [KD 3.397 (3.393)] 2024-10-14 01:47:04,194 - Train: 59.78% [747900/1251000] [597.8/1000.0] [batch_t 0.237 (0.230)] [data_t 0.010] [optim_t 0.227] [lr 0.001066] [CE 4.451 (4.213)] [KD 3.507 (3.376)] 2024-10-14 01:47:16,587 - Train: 59.79% [747950/1251000] [597.9/1000.0] [batch_t 0.219 (0.248)] [data_t 0.009] [optim_t 0.210] [lr 0.001066] [CE 4.023 (4.244)] [KD 3.432 (3.399)] 2024-10-14 01:47:28,796 - Train: 59.79% [748000/1251000] [597.9/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.001065] [CE 3.919 (4.333)] [KD 3.323 (3.481)] 2024-10-14 01:47:40,477 - Train: 59.80% [748050/1251000] [598.0/1000.0] [batch_t 0.239 (0.233)] [data_t 0.007] [optim_t 0.233] [lr 0.001065] [CE 4.673 (4.244)] [KD 3.690 (3.416)] 2024-10-14 01:47:59,382 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.146)] [top1_cnt 37800] [top5_cnt 46421] [top_all 50000] 2024-10-14 01:47:59,383 - net: 75.600 (92.842) 2024-10-14 01:48:08,464 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 39456] [top5_cnt 47216] [top_all 50000] 2024-10-14 01:48:08,465 - net_E: 78.912 (94.432) 2024-10-14 01:48:08,700 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.930 (epoch: 589)] 2024-10-14 01:48:08,701 - ==> Total time: 2 days, 5:10:01 Eta: 1 day, 11:44:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:48:12,973 - Train: 59.80% [748100/1251000] [598.0/1000.0] [batch_t 0.232 (0.688)] [data_t 0.007] [optim_t 0.225] [lr 0.001065] [CE 4.181 (4.220)] [KD 3.340 (3.362)] 2024-10-14 01:48:25,256 - Train: 59.80% [748150/1251000] [598.0/1000.0] [batch_t 0.227 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.001065] [CE 4.406 (4.236)] [KD 3.468 (3.368)] 2024-10-14 01:48:37,726 - Train: 59.81% [748200/1251000] [598.1/1000.0] [batch_t 0.241 (0.249)] [data_t 0.010] [optim_t 0.231] [lr 0.001065] [CE 4.473 (4.238)] [KD 3.375 (3.406)] 2024-10-14 01:48:49,442 - Train: 59.81% [748250/1251000] [598.1/1000.0] [batch_t 0.227 (0.234)] [data_t 0.006] [optim_t 0.220] [lr 0.001064] [CE 4.622 (4.206)] [KD 3.496 (3.375)] 2024-10-14 01:49:01,390 - Train: 59.82% [748300/1251000] [598.2/1000.0] [batch_t 0.247 (0.239)] [data_t 0.008] [optim_t 0.239] [lr 0.001064] [CE 4.861 (4.250)] [KD 3.784 (3.399)] 2024-10-14 01:49:13,451 - Train: 59.82% [748350/1251000] [598.2/1000.0] [batch_t 0.223 (0.241)] [data_t 0.008] [optim_t 0.216] [lr 0.001064] [CE 4.527 (4.282)] [KD 3.335 (3.396)] 2024-10-14 01:49:25,049 - Train: 59.82% [748400/1251000] [598.2/1000.0] [batch_t 0.233 (0.232)] [data_t 0.010] [optim_t 0.223] [lr 0.001064] [CE 4.419 (4.265)] [KD 3.628 (3.387)] 2024-10-14 01:49:36,469 - Train: 59.83% [748450/1251000] [598.3/1000.0] [batch_t 0.222 (0.228)] [data_t 0.008] [optim_t 0.214] [lr 0.001064] [CE 4.199 (4.243)] [KD 3.395 (3.439)] 2024-10-14 01:49:48,825 - Train: 59.83% [748500/1251000] [598.3/1000.0] [batch_t 0.220 (0.247)] [data_t 0.008] [optim_t 0.211] [lr 0.001064] [CE 4.527 (4.293)] [KD 3.495 (3.440)] 2024-10-14 01:50:00,224 - Train: 59.84% [748550/1251000] [598.4/1000.0] [batch_t 0.232 (0.228)] [data_t 0.010] [optim_t 0.222] [lr 0.001063] [CE 4.959 (4.193)] [KD 3.868 (3.373)] 2024-10-14 01:50:11,582 - Train: 59.84% [748600/1251000] [598.4/1000.0] [batch_t 0.233 (0.227)] [data_t 0.008] [optim_t 0.225] [lr 0.001063] [CE 4.450 (4.200)] [KD 3.435 (3.379)] 2024-10-14 01:50:23,392 - Train: 59.84% [748650/1251000] [598.4/1000.0] [batch_t 0.224 (0.236)] [data_t 0.008] [optim_t 0.216] [lr 0.001063] [CE 3.990 (4.230)] [KD 3.430 (3.452)] 2024-10-14 01:50:35,712 - Train: 59.85% [748700/1251000] [598.5/1000.0] [batch_t 0.220 (0.246)] [data_t 0.006] [optim_t 0.214] [lr 0.001063] [CE 4.255 (4.205)] [KD 3.618 (3.389)] 2024-10-14 01:50:47,405 - Train: 59.85% [748750/1251000] [598.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.001063] [CE 4.362 (4.189)] [KD 3.029 (3.332)] 2024-10-14 01:50:59,172 - Train: 59.86% [748800/1251000] [598.6/1000.0] [batch_t 0.213 (0.235)] [data_t 0.007] [optim_t 0.206] [lr 0.001063] [CE 4.324 (4.274)] [KD 3.304 (3.399)] 2024-10-14 01:51:11,100 - Train: 59.86% [748850/1251000] [598.6/1000.0] [batch_t 0.446 (0.238)] [data_t 0.010] [optim_t 0.436] [lr 0.001062] [CE 4.065 (4.248)] [KD 3.232 (3.368)] 2024-10-14 01:51:23,009 - Train: 59.86% [748900/1251000] [598.6/1000.0] [batch_t 0.244 (0.238)] [data_t 0.007] [optim_t 0.237] [lr 0.001062] [CE 4.697 (4.228)] [KD 3.588 (3.405)] 2024-10-14 01:51:35,010 - Train: 59.87% [748950/1251000] [598.7/1000.0] [batch_t 0.465 (0.240)] [data_t 0.010] [optim_t 0.455] [lr 0.001062] [CE 3.871 (4.182)] [KD 3.305 (3.363)] 2024-10-14 01:51:47,418 - Train: 59.87% [749000/1251000] [598.7/1000.0] [batch_t 0.227 (0.248)] [data_t 0.010] [optim_t 0.217] [lr 0.001062] [CE 4.365 (4.218)] [KD 3.402 (3.407)] 2024-10-14 01:51:58,940 - Train: 59.88% [749050/1251000] [598.8/1000.0] [batch_t 0.215 (0.230)] [data_t 0.007] [optim_t 0.208] [lr 0.001062] [CE 4.308 (4.259)] [KD 3.464 (3.401)] 2024-10-14 01:52:11,257 - Train: 59.88% [749100/1251000] [598.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.001061] [CE 4.513 (4.171)] [KD 3.749 (3.410)] 2024-10-14 01:52:23,472 - Train: 59.88% [749150/1251000] [598.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.001061] [CE 4.536 (4.244)] [KD 3.537 (3.419)] 2024-10-14 01:52:35,198 - Train: 59.89% [749200/1251000] [598.9/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.001061] [CE 4.522 (4.296)] [KD 3.482 (3.431)] 2024-10-14 01:52:46,900 - Train: 59.89% [749250/1251000] [598.9/1000.0] [batch_t 0.236 (0.234)] [data_t 0.007] [optim_t 0.228] [lr 0.001061] [CE 4.417 (4.265)] [KD 3.488 (3.419)] 2024-10-14 01:52:59,499 - Train: 59.90% [749300/1251000] [599.0/1000.0] [batch_t 0.227 (0.252)] [data_t 0.007] [optim_t 0.220] [lr 0.001061] [CE 4.107 (4.308)] [KD 3.357 (3.453)] 2024-10-14 01:53:18,712 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.157)] [top1_cnt 37554] [top5_cnt 46388] [top_all 50000] 2024-10-14 01:53:18,713 - net: 75.108 (92.776) 2024-10-14 01:53:27,830 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 39485] [top5_cnt 47204] [top_all 50000] 2024-10-14 01:53:27,831 - net_E: 78.970 (94.408) 2024-10-14 01:53:28,033 - Max [top1: 75.622 (epoch: 586)] [top1-ema: 78.970 (epoch: 599)] 2024-10-14 01:53:28,034 - ==> Total time: 2 days, 5:15:20 Eta: 1 day, 11:39:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:53:44,177 - Train: 59.90% [749350/1251000] [599.0/1000.0] [batch_t 0.731 (0.731)] [data_t 0.499] [optim_t 0.232] [lr 0.001061] [CE 4.480 (4.480)] [KD 3.607 (3.607)] 2024-10-14 01:53:55,896 - Train: 59.90% [749400/1251000] [599.0/1000.0] [batch_t 0.262 (0.234)] [data_t 0.007] [optim_t 0.255] [lr 0.001060] [CE 4.387 (4.254)] [KD 3.392 (3.431)] 2024-10-14 01:54:07,552 - Train: 59.91% [749450/1251000] [599.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.007] [optim_t 0.225] [lr 0.001060] [CE 4.248 (4.235)] [KD 3.370 (3.355)] 2024-10-14 01:54:20,390 - Train: 59.91% [749500/1251000] [599.1/1000.0] [batch_t 0.234 (0.257)] [data_t 0.010] [optim_t 0.224] [lr 0.001060] [CE 4.228 (4.198)] [KD 3.254 (3.363)] 2024-10-14 01:54:31,779 - Train: 59.92% [749550/1251000] [599.2/1000.0] [batch_t 0.234 (0.228)] [data_t 0.011] [optim_t 0.223] [lr 0.001060] [CE 4.386 (4.155)] [KD 3.463 (3.326)] 2024-10-14 01:54:43,445 - Train: 59.92% [749600/1251000] [599.2/1000.0] [batch_t 0.228 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.001060] [CE 4.280 (4.315)] [KD 3.578 (3.441)] 2024-10-14 01:54:55,157 - Train: 59.92% [749650/1251000] [599.2/1000.0] [batch_t 0.227 (0.234)] [data_t 0.008] [optim_t 0.219] [lr 0.001059] [CE 4.021 (4.234)] [KD 3.304 (3.372)] 2024-10-14 01:55:06,938 - Train: 59.93% [749700/1251000] [599.3/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.001059] [CE 4.502 (4.225)] [KD 3.455 (3.394)] 2024-10-14 01:55:18,322 - Train: 59.93% [749750/1251000] [599.3/1000.0] [batch_t 0.237 (0.228)] [data_t 0.009] [optim_t 0.228] [lr 0.001059] [CE 4.643 (4.306)] [KD 3.481 (3.413)] 2024-10-14 01:55:30,814 - Train: 59.94% [749800/1251000] [599.4/1000.0] [batch_t 0.223 (0.250)] [data_t 0.007] [optim_t 0.216] [lr 0.001059] [CE 4.460 (4.309)] [KD 3.304 (3.391)] 2024-10-14 01:55:42,540 - Train: 59.94% [749850/1251000] [599.4/1000.0] [batch_t 0.239 (0.234)] [data_t 0.008] [optim_t 0.231] [lr 0.001059] [CE 4.427 (4.276)] [KD 3.439 (3.364)] 2024-10-14 01:55:54,433 - Train: 59.94% [749900/1251000] [599.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.010] [optim_t 0.230] [lr 0.001059] [CE 4.827 (4.302)] [KD 3.560 (3.401)] 2024-10-14 01:56:06,322 - Train: 59.95% [749950/1251000] [599.5/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.232] [lr 0.001058] [CE 4.513 (4.251)] [KD 3.474 (3.381)] 2024-10-14 01:56:17,811 - Train: 59.95% [750000/1251000] [599.5/1000.0] [batch_t 0.229 (0.230)] [data_t 0.007] [optim_t 0.222] [lr 0.001058] [CE 3.669 (4.210)] [KD 3.174 (3.371)] 2024-10-14 01:56:29,399 - Train: 59.96% [750050/1251000] [599.6/1000.0] [batch_t 0.236 (0.232)] [data_t 0.007] [optim_t 0.229] [lr 0.001058] [CE 4.610 (4.220)] [KD 3.405 (3.389)] 2024-10-14 01:56:42,135 - Train: 59.96% [750100/1251000] [599.6/1000.0] [batch_t 0.248 (0.255)] [data_t 0.009] [optim_t 0.238] [lr 0.001058] [CE 4.135 (4.231)] [KD 3.485 (3.352)] 2024-10-14 01:56:54,050 - Train: 59.96% [750150/1251000] [599.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.001058] [CE 4.116 (4.302)] [KD 3.356 (3.473)] 2024-10-14 01:57:05,607 - Train: 59.97% [750200/1251000] [599.7/1000.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.001058] [CE 3.630 (4.227)] [KD 3.300 (3.420)] 2024-10-14 01:57:17,660 - Train: 59.97% [750250/1251000] [599.7/1000.0] [batch_t 0.223 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.001057] [CE 4.137 (4.334)] [KD 3.237 (3.449)] 2024-10-14 01:57:29,631 - Train: 59.98% [750300/1251000] [599.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.008] [optim_t 0.226] [lr 0.001057] [CE 3.997 (4.208)] [KD 3.314 (3.438)] 2024-10-14 01:57:41,381 - Train: 59.98% [750350/1251000] [599.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.228] [lr 0.001057] [CE 4.143 (4.310)] [KD 3.219 (3.444)] 2024-10-14 01:57:53,642 - Train: 59.98% [750400/1251000] [599.8/1000.0] [batch_t 0.223 (0.245)] [data_t 0.007] [optim_t 0.217] [lr 0.001057] [CE 3.759 (4.280)] [KD 3.041 (3.424)] 2024-10-14 01:58:05,538 - Train: 59.99% [750450/1251000] [599.9/1000.0] [batch_t 0.227 (0.238)] [data_t 0.008] [optim_t 0.219] [lr 0.001057] [CE 4.244 (4.291)] [KD 3.432 (3.432)] 2024-10-14 01:58:17,800 - Train: 59.99% [750500/1251000] [599.9/1000.0] [batch_t 0.226 (0.245)] [data_t 0.008] [optim_t 0.218] [lr 0.001056] [CE 4.437 (4.213)] [KD 3.407 (3.381)] 2024-10-14 01:58:29,849 - Train: 60.00% [750550/1251000] [600.0/1000.0] [batch_t 0.235 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.001056] [CE 4.096 (4.216)] [KD 3.104 (3.345)] 2024-10-14 01:58:40,988 - Train: 60.00% [750600/1251000] [600.0/1000.0] [batch_t 0.206 (0.223)] [data_t 0.007] [optim_t 0.198] [lr 0.001056] [CE 4.594 (4.299)] [KD 3.738 (3.477)] 2024-10-14 01:58:50,420 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 37873] [top5_cnt 46423] [top_all 50000] 2024-10-14 01:58:50,421 - net: 75.746 (92.846) 2024-10-14 01:58:59,446 - Test (net_E): 100.00% [50/50] [batch_t 0.267 (0.164)] [top1_cnt 39485] [top5_cnt 47200] [top_all 50000] 2024-10-14 01:58:59,446 - net_E: 78.970 (94.400) 2024-10-14 01:58:59,658 - Max [top1: 75.746 (epoch: 600)] [top1-ema: 78.970 (epoch: 599)] 2024-10-14 01:58:59,659 - ==> Total time: 2 days, 5:20:52 Eta: 1 day, 11:33:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 01:59:33,617 - Train: 60.00% [750650/1251000] [600.0/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.001056] [CE 4.348 (4.227)] [KD 3.515 (3.360)] 2024-10-14 01:59:45,366 - Train: 60.01% [750700/1251000] [600.1/1000.0] [batch_t 0.223 (0.235)] [data_t 0.011] [optim_t 0.212] [lr 0.001056] [CE 4.679 (4.261)] [KD 3.626 (3.393)] 2024-10-14 01:59:57,748 - Train: 60.01% [750750/1251000] [600.1/1000.0] [batch_t 0.247 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.001056] [CE 4.765 (4.231)] [KD 3.691 (3.394)] 2024-10-14 02:00:10,126 - Train: 60.02% [750800/1251000] [600.2/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.001055] [CE 4.287 (4.297)] [KD 2.976 (3.394)] 2024-10-14 02:00:22,322 - Train: 60.02% [750850/1251000] [600.2/1000.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.001055] [CE 4.786 (4.259)] [KD 3.600 (3.397)] 2024-10-14 02:00:33,744 - Train: 60.02% [750900/1251000] [600.2/1000.0] [batch_t 0.208 (0.228)] [data_t 0.007] [optim_t 0.201] [lr 0.001055] [CE 4.043 (4.257)] [KD 3.319 (3.427)] 2024-10-14 02:00:45,795 - Train: 60.03% [750950/1251000] [600.3/1000.0] [batch_t 0.242 (0.241)] [data_t 0.007] [optim_t 0.235] [lr 0.001055] [CE 3.773 (4.200)] [KD 3.082 (3.357)] 2024-10-14 02:00:57,701 - Train: 60.03% [751000/1251000] [600.3/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.001055] [CE 4.688 (4.238)] [KD 3.487 (3.373)] 2024-10-14 02:01:09,790 - Train: 60.04% [751050/1251000] [600.4/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.216] [lr 0.001055] [CE 3.675 (4.148)] [KD 3.064 (3.352)] 2024-10-14 02:01:22,007 - Train: 60.04% [751100/1251000] [600.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.001054] [CE 4.417 (4.320)] [KD 3.533 (3.478)] 2024-10-14 02:01:34,026 - Train: 60.04% [751150/1251000] [600.4/1000.0] [batch_t 0.229 (0.240)] [data_t 0.010] [optim_t 0.220] [lr 0.001054] [CE 4.311 (4.243)] [KD 3.408 (3.419)] 2024-10-14 02:01:45,794 - Train: 60.05% [751200/1251000] [600.5/1000.0] [batch_t 0.223 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.001054] [CE 4.628 (4.352)] [KD 3.766 (3.495)] 2024-10-14 02:01:57,482 - Train: 60.05% [751250/1251000] [600.5/1000.0] [batch_t 0.240 (0.234)] [data_t 0.010] [optim_t 0.230] [lr 0.001054] [CE 4.035 (4.235)] [KD 3.198 (3.432)] 2024-10-14 02:02:09,606 - Train: 60.06% [751300/1251000] [600.6/1000.0] [batch_t 0.221 (0.242)] [data_t 0.009] [optim_t 0.212] [lr 0.001054] [CE 4.241 (4.197)] [KD 3.262 (3.367)] 2024-10-14 02:02:22,071 - Train: 60.06% [751350/1251000] [600.6/1000.0] [batch_t 0.255 (0.249)] [data_t 0.008] [optim_t 0.246] [lr 0.001053] [CE 4.567 (4.324)] [KD 3.525 (3.467)] 2024-10-14 02:02:34,459 - Train: 60.06% [751400/1251000] [600.6/1000.0] [batch_t 0.287 (0.248)] [data_t 0.007] [optim_t 0.279] [lr 0.001053] [CE 4.536 (4.254)] [KD 3.467 (3.366)] 2024-10-14 02:02:46,905 - Train: 60.07% [751450/1251000] [600.7/1000.0] [batch_t 0.245 (0.249)] [data_t 0.007] [optim_t 0.239] [lr 0.001053] [CE 4.198 (4.352)] [KD 3.281 (3.512)] 2024-10-14 02:02:58,893 - Train: 60.07% [751500/1251000] [600.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.006] [optim_t 0.227] [lr 0.001053] [CE 4.373 (4.294)] [KD 3.381 (3.449)] 2024-10-14 02:03:11,200 - Train: 60.08% [751550/1251000] [600.8/1000.0] [batch_t 0.240 (0.246)] [data_t 0.008] [optim_t 0.232] [lr 0.001053] [CE 4.141 (4.308)] [KD 3.141 (3.428)] 2024-10-14 02:03:23,801 - Train: 60.08% [751600/1251000] [600.8/1000.0] [batch_t 0.251 (0.252)] [data_t 0.010] [optim_t 0.242] [lr 0.001053] [CE 4.859 (4.255)] [KD 3.554 (3.449)] 2024-10-14 02:03:36,031 - Train: 60.08% [751650/1251000] [600.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.010] [optim_t 0.225] [lr 0.001052] [CE 4.480 (4.289)] [KD 3.504 (3.418)] 2024-10-14 02:03:47,955 - Train: 60.09% [751700/1251000] [600.9/1000.0] [batch_t 0.231 (0.238)] [data_t 0.010] [optim_t 0.221] [lr 0.001052] [CE 4.751 (4.237)] [KD 3.621 (3.404)] 2024-10-14 02:04:00,591 - Train: 60.09% [751750/1251000] [600.9/1000.0] [batch_t 0.233 (0.253)] [data_t 0.009] [optim_t 0.224] [lr 0.001052] [CE 4.335 (4.199)] [KD 3.371 (3.373)] 2024-10-14 02:04:12,388 - Train: 60.10% [751800/1251000] [601.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.011] [optim_t 0.225] [lr 0.001052] [CE 4.636 (4.229)] [KD 3.849 (3.408)] 2024-10-14 02:04:23,885 - Train: 60.10% [751850/1251000] [601.0/1000.0] [batch_t 0.215 (0.230)] [data_t 0.006] [optim_t 0.210] [lr 0.001052] [CE 4.053 (4.264)] [KD 3.308 (3.428)] 2024-10-14 02:04:33,028 - Test (net): 100.00% [50/50] [batch_t 0.217 (0.165)] [top1_cnt 37808] [top5_cnt 46407] [top_all 50000] 2024-10-14 02:04:33,029 - net: 75.616 (92.814) 2024-10-14 02:04:41,791 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.158)] [top1_cnt 39493] [top5_cnt 47212] [top_all 50000] 2024-10-14 02:04:41,791 - net_E: 78.986 (94.424) 2024-10-14 02:04:41,996 - Max [top1: 75.746 (epoch: 600)] [top1-ema: 78.986 (epoch: 601)] 2024-10-14 02:04:41,997 - ==> Total time: 2 days, 5:26:34 Eta: 1 day, 11:28:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:05:05,961 - Train: 60.10% [751900/1251000] [601.0/1000.0] [batch_t 0.233 (0.252)] [data_t 0.008] [optim_t 0.225] [lr 0.001052] [CE 4.465 (4.168)] [KD 3.594 (3.328)] 2024-10-14 02:05:17,951 - Train: 60.11% [751950/1251000] [601.1/1000.0] [batch_t 0.223 (0.240)] [data_t 0.007] [optim_t 0.217] [lr 0.001051] [CE 4.677 (4.262)] [KD 3.678 (3.372)] 2024-10-14 02:05:29,307 - Train: 60.11% [752000/1251000] [601.1/1000.0] [batch_t 0.226 (0.227)] [data_t 0.008] [optim_t 0.218] [lr 0.001051] [CE 4.369 (4.186)] [KD 3.427 (3.360)] 2024-10-14 02:05:41,687 - Train: 60.12% [752050/1251000] [601.2/1000.0] [batch_t 0.227 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.001051] [CE 4.512 (4.248)] [KD 3.576 (3.391)] 2024-10-14 02:05:53,495 - Train: 60.12% [752100/1251000] [601.2/1000.0] [batch_t 0.219 (0.236)] [data_t 0.007] [optim_t 0.213] [lr 0.001051] [CE 4.121 (4.196)] [KD 3.187 (3.336)] 2024-10-14 02:06:05,334 - Train: 60.12% [752150/1251000] [601.2/1000.0] [batch_t 0.261 (0.237)] [data_t 0.008] [optim_t 0.253] [lr 0.001051] [CE 4.192 (4.286)] [KD 3.510 (3.387)] 2024-10-14 02:06:17,527 - Train: 60.13% [752200/1251000] [601.3/1000.0] [batch_t 0.228 (0.244)] [data_t 0.011] [optim_t 0.218] [lr 0.001050] [CE 4.301 (4.249)] [KD 3.536 (3.396)] 2024-10-14 02:06:29,345 - Train: 60.13% [752250/1251000] [601.3/1000.0] [batch_t 0.225 (0.236)] [data_t 0.006] [optim_t 0.219] [lr 0.001050] [CE 4.182 (4.299)] [KD 3.305 (3.407)] 2024-10-14 02:06:41,579 - Train: 60.14% [752300/1251000] [601.4/1000.0] [batch_t 0.240 (0.245)] [data_t 0.010] [optim_t 0.230] [lr 0.001050] [CE 4.501 (4.274)] [KD 3.628 (3.412)] 2024-10-14 02:06:54,024 - Train: 60.14% [752350/1251000] [601.4/1000.0] [batch_t 0.231 (0.249)] [data_t 0.010] [optim_t 0.222] [lr 0.001050] [CE 4.370 (4.331)] [KD 3.217 (3.444)] 2024-10-14 02:07:05,911 - Train: 60.14% [752400/1251000] [601.4/1000.0] [batch_t 0.223 (0.238)] [data_t 0.007] [optim_t 0.216] [lr 0.001050] [CE 4.303 (4.207)] [KD 3.539 (3.389)] 2024-10-14 02:07:17,463 - Train: 60.15% [752450/1251000] [601.5/1000.0] [batch_t 0.230 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.001050] [CE 4.178 (4.211)] [KD 3.553 (3.381)] 2024-10-14 02:07:29,483 - Train: 60.15% [752500/1251000] [601.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.011] [optim_t 0.226] [lr 0.001049] [CE 4.090 (4.258)] [KD 3.192 (3.409)] 2024-10-14 02:07:41,438 - Train: 60.16% [752550/1251000] [601.6/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.001049] [CE 3.990 (4.317)] [KD 3.242 (3.485)] 2024-10-14 02:07:53,534 - Train: 60.16% [752600/1251000] [601.6/1000.0] [batch_t 0.251 (0.242)] [data_t 0.007] [optim_t 0.244] [lr 0.001049] [CE 4.340 (4.275)] [KD 3.383 (3.396)] 2024-10-14 02:08:05,697 - Train: 60.16% [752650/1251000] [601.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.001049] [CE 4.391 (4.275)] [KD 3.551 (3.403)] 2024-10-14 02:08:17,730 - Train: 60.17% [752700/1251000] [601.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.230] [lr 0.001049] [CE 4.281 (4.268)] [KD 3.488 (3.393)] 2024-10-14 02:08:29,897 - Train: 60.17% [752750/1251000] [601.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.001048] [CE 4.049 (4.255)] [KD 3.045 (3.413)] 2024-10-14 02:08:41,818 - Train: 60.18% [752800/1251000] [601.8/1000.0] [batch_t 0.248 (0.238)] [data_t 0.007] [optim_t 0.241] [lr 0.001048] [CE 4.422 (4.269)] [KD 3.318 (3.412)] 2024-10-14 02:08:53,772 - Train: 60.18% [752850/1251000] [601.8/1000.0] [batch_t 0.229 (0.239)] [data_t 0.008] [optim_t 0.221] [lr 0.001048] [CE 3.712 (4.256)] [KD 2.962 (3.412)] 2024-10-14 02:09:06,098 - Train: 60.18% [752900/1251000] [601.8/1000.0] [batch_t 0.232 (0.246)] [data_t 0.008] [optim_t 0.224] [lr 0.001048] [CE 4.258 (4.304)] [KD 3.257 (3.383)] 2024-10-14 02:09:19,269 - Train: 60.19% [752950/1251000] [601.9/1000.0] [batch_t 0.248 (0.263)] [data_t 0.008] [optim_t 0.240] [lr 0.001048] [CE 4.964 (4.245)] [KD 3.776 (3.375)] 2024-10-14 02:09:31,250 - Train: 60.19% [753000/1251000] [601.9/1000.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.001048] [CE 4.288 (4.227)] [KD 3.385 (3.426)] 2024-10-14 02:09:43,164 - Train: 60.20% [753050/1251000] [602.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.010] [optim_t 0.226] [lr 0.001047] [CE 4.389 (4.237)] [KD 3.498 (3.385)] 2024-10-14 02:09:54,990 - Train: 60.20% [753100/1251000] [602.0/1000.0] [batch_t 0.220 (0.236)] [data_t 0.007] [optim_t 0.213] [lr 0.001047] [CE 4.292 (4.266)] [KD 3.377 (3.416)] 2024-10-14 02:10:04,102 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 37855] [top5_cnt 46429] [top_all 50000] 2024-10-14 02:10:04,102 - net: 75.710 (92.858) 2024-10-14 02:10:12,830 - Test (net_E): 100.00% [50/50] [batch_t 0.360 (0.159)] [top1_cnt 39510] [top5_cnt 47197] [top_all 50000] 2024-10-14 02:10:12,830 - net_E: 79.020 (94.394) 2024-10-14 02:10:13,041 - Max [top1: 75.746 (epoch: 600)] [top1-ema: 79.020 (epoch: 602)] 2024-10-14 02:10:13,041 - ==> Total time: 2 days, 5:32:05 Eta: 1 day, 11:23:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:10:36,667 - Train: 60.20% [753150/1251000] [602.0/1000.0] [batch_t 0.241 (0.248)] [data_t 0.007] [optim_t 0.234] [lr 0.001047] [CE 4.504 (4.278)] [KD 3.751 (3.401)] 2024-10-14 02:10:49,347 - Train: 60.21% [753200/1251000] [602.1/1000.0] [batch_t 0.239 (0.253)] [data_t 0.010] [optim_t 0.229] [lr 0.001047] [CE 3.902 (4.313)] [KD 3.191 (3.400)] 2024-10-14 02:11:01,377 - Train: 60.21% [753250/1251000] [602.1/1000.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.001047] [CE 4.608 (4.283)] [KD 3.703 (3.377)] 2024-10-14 02:11:13,336 - Train: 60.22% [753300/1251000] [602.2/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.001047] [CE 4.395 (4.249)] [KD 3.517 (3.384)] 2024-10-14 02:11:25,518 - Train: 60.22% [753350/1251000] [602.2/1000.0] [batch_t 0.228 (0.243)] [data_t 0.011] [optim_t 0.217] [lr 0.001046] [CE 3.877 (4.215)] [KD 3.198 (3.362)] 2024-10-14 02:11:37,625 - Train: 60.22% [753400/1251000] [602.2/1000.0] [batch_t 0.222 (0.242)] [data_t 0.009] [optim_t 0.213] [lr 0.001046] [CE 4.386 (4.210)] [KD 3.452 (3.363)] 2024-10-14 02:11:49,491 - Train: 60.23% [753450/1251000] [602.3/1000.0] [batch_t 0.224 (0.237)] [data_t 0.011] [optim_t 0.214] [lr 0.001046] [CE 4.417 (4.302)] [KD 3.549 (3.374)] 2024-10-14 02:12:01,726 - Train: 60.23% [753500/1251000] [602.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.001046] [CE 4.047 (4.319)] [KD 3.095 (3.423)] 2024-10-14 02:12:13,622 - Train: 60.24% [753550/1251000] [602.4/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001046] [CE 3.959 (4.156)] [KD 3.390 (3.346)] 2024-10-14 02:12:25,706 - Train: 60.24% [753600/1251000] [602.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.222] [lr 0.001045] [CE 4.443 (4.303)] [KD 3.402 (3.448)] 2024-10-14 02:12:38,042 - Train: 60.24% [753650/1251000] [602.4/1000.0] [batch_t 0.227 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.001045] [CE 4.029 (4.260)] [KD 3.210 (3.362)] 2024-10-14 02:12:49,794 - Train: 60.25% [753700/1251000] [602.5/1000.0] [batch_t 0.213 (0.235)] [data_t 0.007] [optim_t 0.206] [lr 0.001045] [CE 4.552 (4.201)] [KD 3.530 (3.354)] 2024-10-14 02:13:01,679 - Train: 60.25% [753750/1251000] [602.5/1000.0] [batch_t 0.240 (0.238)] [data_t 0.010] [optim_t 0.230] [lr 0.001045] [CE 4.516 (4.166)] [KD 3.421 (3.360)] 2024-10-14 02:13:14,033 - Train: 60.26% [753800/1251000] [602.6/1000.0] [batch_t 0.222 (0.247)] [data_t 0.009] [optim_t 0.213] [lr 0.001045] [CE 3.774 (4.246)] [KD 3.186 (3.410)] 2024-10-14 02:13:26,171 - Train: 60.26% [753850/1251000] [602.6/1000.0] [batch_t 0.222 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.001045] [CE 4.610 (4.190)] [KD 3.598 (3.375)] 2024-10-14 02:13:38,061 - Train: 60.26% [753900/1251000] [602.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.010] [optim_t 0.224] [lr 0.001044] [CE 4.598 (4.214)] [KD 3.558 (3.393)] 2024-10-14 02:13:50,118 - Train: 60.27% [753950/1251000] [602.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.001044] [CE 4.384 (4.217)] [KD 3.531 (3.343)] 2024-10-14 02:14:02,139 - Train: 60.27% [754000/1251000] [602.7/1000.0] [batch_t 0.240 (0.240)] [data_t 0.007] [optim_t 0.233] [lr 0.001044] [CE 3.805 (4.233)] [KD 3.094 (3.387)] 2024-10-14 02:14:14,523 - Train: 60.28% [754050/1251000] [602.8/1000.0] [batch_t 0.219 (0.248)] [data_t 0.010] [optim_t 0.209] [lr 0.001044] [CE 3.901 (4.287)] [KD 3.222 (3.384)] 2024-10-14 02:14:27,060 - Train: 60.28% [754100/1251000] [602.8/1000.0] [batch_t 0.229 (0.251)] [data_t 0.009] [optim_t 0.221] [lr 0.001044] [CE 4.597 (4.373)] [KD 3.602 (3.435)] 2024-10-14 02:14:39,097 - Train: 60.28% [754150/1251000] [602.8/1000.0] [batch_t 0.249 (0.241)] [data_t 0.006] [optim_t 0.243] [lr 0.001044] [CE 4.420 (4.251)] [KD 3.756 (3.426)] 2024-10-14 02:14:51,451 - Train: 60.29% [754200/1251000] [602.9/1000.0] [batch_t 0.227 (0.247)] [data_t 0.006] [optim_t 0.221] [lr 0.001043] [CE 4.243 (4.264)] [KD 3.249 (3.385)] 2024-10-14 02:15:04,262 - Train: 60.29% [754250/1251000] [602.9/1000.0] [batch_t 0.235 (0.256)] [data_t 0.008] [optim_t 0.227] [lr 0.001043] [CE 4.243 (4.285)] [KD 3.476 (3.405)] 2024-10-14 02:15:16,717 - Train: 60.30% [754300/1251000] [603.0/1000.0] [batch_t 0.226 (0.249)] [data_t 0.006] [optim_t 0.221] [lr 0.001043] [CE 4.431 (4.233)] [KD 3.475 (3.414)] 2024-10-14 02:15:28,548 - Train: 60.30% [754350/1251000] [603.0/1000.0] [batch_t 0.209 (0.236)] [data_t 0.005] [optim_t 0.203] [lr 0.001043] [CE 4.132 (4.254)] [KD 3.199 (3.369)] 2024-10-14 02:15:37,855 - Test (net): 100.00% [50/50] [batch_t 0.065 (0.162)] [top1_cnt 37696] [top5_cnt 46341] [top_all 50000] 2024-10-14 02:15:37,856 - net: 75.392 (92.682) 2024-10-14 02:15:46,851 - Test (net_E): 100.00% [50/50] [batch_t 0.189 (0.165)] [top1_cnt 39508] [top5_cnt 47213] [top_all 50000] 2024-10-14 02:15:46,852 - net_E: 79.016 (94.426) 2024-10-14 02:15:47,043 - Max [top1: 75.746 (epoch: 600)] [top1-ema: 79.020 (epoch: 602)] 2024-10-14 02:15:47,044 - ==> Total time: 2 days, 5:37:39 Eta: 1 day, 11:18:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:16:01,630 - Train: 60.30% [754400/1251000] [603.0/1000.0] [batch_t 0.238 (0.254)] [data_t 0.009] [optim_t 0.229] [lr 0.001043] [CE 3.748 (4.210)] [KD 3.056 (3.354)] 2024-10-14 02:16:13,718 - Train: 60.31% [754450/1251000] [603.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001042] [CE 4.020 (4.197)] [KD 3.462 (3.354)] 2024-10-14 02:16:25,656 - Train: 60.31% [754500/1251000] [603.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.001042] [CE 4.387 (4.312)] [KD 3.519 (3.401)] 2024-10-14 02:16:37,450 - Train: 60.32% [754550/1251000] [603.2/1000.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.001042] [CE 4.538 (4.239)] [KD 3.433 (3.394)] 2024-10-14 02:16:48,815 - Train: 60.32% [754600/1251000] [603.2/1000.0] [batch_t 0.223 (0.227)] [data_t 0.009] [optim_t 0.213] [lr 0.001042] [CE 4.149 (4.170)] [KD 3.184 (3.317)] 2024-10-14 02:17:00,449 - Train: 60.32% [754650/1251000] [603.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.008] [optim_t 0.225] [lr 0.001042] [CE 4.079 (4.208)] [KD 3.454 (3.428)] 2024-10-14 02:17:12,775 - Train: 60.33% [754700/1251000] [603.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.008] [optim_t 0.224] [lr 0.001042] [CE 4.275 (4.280)] [KD 3.360 (3.395)] 2024-10-14 02:17:24,445 - Train: 60.33% [754750/1251000] [603.3/1000.0] [batch_t 0.227 (0.233)] [data_t 0.007] [optim_t 0.220] [lr 0.001041] [CE 4.300 (4.243)] [KD 3.517 (3.425)] 2024-10-14 02:17:35,870 - Train: 60.34% [754800/1251000] [603.4/1000.0] [batch_t 0.248 (0.228)] [data_t 0.009] [optim_t 0.240] [lr 0.001041] [CE 4.317 (4.313)] [KD 3.282 (3.395)] 2024-10-14 02:17:47,702 - Train: 60.34% [754850/1251000] [603.4/1000.0] [batch_t 0.215 (0.236)] [data_t 0.007] [optim_t 0.209] [lr 0.001041] [CE 3.531 (4.290)] [KD 3.001 (3.375)] 2024-10-14 02:17:59,435 - Train: 60.34% [754900/1251000] [603.4/1000.0] [batch_t 0.217 (0.234)] [data_t 0.007] [optim_t 0.209] [lr 0.001041] [CE 4.619 (4.234)] [KD 3.678 (3.381)] 2024-10-14 02:18:11,193 - Train: 60.35% [754950/1251000] [603.5/1000.0] [batch_t 0.223 (0.235)] [data_t 0.007] [optim_t 0.217] [lr 0.001041] [CE 3.964 (4.261)] [KD 3.387 (3.359)] 2024-10-14 02:18:23,080 - Train: 60.35% [755000/1251000] [603.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.001041] [CE 4.050 (4.307)] [KD 3.252 (3.395)] 2024-10-14 02:18:35,183 - Train: 60.36% [755050/1251000] [603.6/1000.0] [batch_t 0.221 (0.242)] [data_t 0.009] [optim_t 0.211] [lr 0.001040] [CE 4.330 (4.216)] [KD 3.384 (3.372)] 2024-10-14 02:18:47,406 - Train: 60.36% [755100/1251000] [603.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.006] [optim_t 0.229] [lr 0.001040] [CE 4.365 (4.202)] [KD 3.385 (3.361)] 2024-10-14 02:18:58,961 - Train: 60.36% [755150/1251000] [603.6/1000.0] [batch_t 0.245 (0.231)] [data_t 0.009] [optim_t 0.236] [lr 0.001040] [CE 4.198 (4.219)] [KD 3.283 (3.367)] 2024-10-14 02:19:10,938 - Train: 60.37% [755200/1251000] [603.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.001040] [CE 3.994 (4.218)] [KD 3.246 (3.415)] 2024-10-14 02:19:22,825 - Train: 60.37% [755250/1251000] [603.7/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.001040] [CE 4.052 (4.238)] [KD 3.113 (3.391)] 2024-10-14 02:19:34,794 - Train: 60.38% [755300/1251000] [603.8/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.001039] [CE 4.518 (4.240)] [KD 3.550 (3.358)] 2024-10-14 02:19:46,649 - Train: 60.38% [755350/1251000] [603.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.229] [lr 0.001039] [CE 4.132 (4.252)] [KD 3.252 (3.396)] 2024-10-14 02:19:58,552 - Train: 60.38% [755400/1251000] [603.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.007] [optim_t 0.227] [lr 0.001039] [CE 4.232 (4.194)] [KD 3.323 (3.367)] 2024-10-14 02:20:10,376 - Train: 60.39% [755450/1251000] [603.9/1000.0] [batch_t 0.228 (0.236)] [data_t 0.008] [optim_t 0.220] [lr 0.001039] [CE 3.974 (4.250)] [KD 3.296 (3.398)] 2024-10-14 02:20:22,463 - Train: 60.39% [755500/1251000] [603.9/1000.0] [batch_t 0.431 (0.242)] [data_t 0.009] [optim_t 0.422] [lr 0.001039] [CE 4.343 (4.221)] [KD 3.264 (3.392)] 2024-10-14 02:20:34,503 - Train: 60.40% [755550/1251000] [604.0/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.001039] [CE 4.384 (4.278)] [KD 3.467 (3.381)] 2024-10-14 02:20:46,478 - Train: 60.40% [755600/1251000] [604.0/1000.0] [batch_t 0.206 (0.239)] [data_t 0.006] [optim_t 0.200] [lr 0.001038] [CE 4.220 (4.254)] [KD 3.345 (3.368)] 2024-10-14 02:20:56,691 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 37837] [top5_cnt 46463] [top_all 50000] 2024-10-14 02:20:56,692 - net: 75.674 (92.926) 2024-10-14 02:21:05,919 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.167)] [top1_cnt 39530] [top5_cnt 47205] [top_all 50000] 2024-10-14 02:21:05,919 - net_E: 79.060 (94.410) 2024-10-14 02:21:06,142 - Max [top1: 75.746 (epoch: 600)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 02:21:06,142 - ==> Total time: 2 days, 5:42:58 Eta: 1 day, 11:13:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:21:31,025 - Train: 60.40% [755650/1251000] [604.0/1000.0] [batch_t 0.243 (0.249)] [data_t 0.008] [optim_t 0.236] [lr 0.001038] [CE 4.208 (4.386)] [KD 3.159 (3.427)] 2024-10-14 02:21:42,918 - Train: 60.41% [755700/1251000] [604.1/1000.0] [batch_t 0.241 (0.238)] [data_t 0.010] [optim_t 0.232] [lr 0.001038] [CE 4.280 (4.191)] [KD 3.452 (3.298)] 2024-10-14 02:21:54,507 - Train: 60.41% [755750/1251000] [604.1/1000.0] [batch_t 0.231 (0.232)] [data_t 0.008] [optim_t 0.223] [lr 0.001038] [CE 4.646 (4.291)] [KD 3.709 (3.408)] 2024-10-14 02:22:06,481 - Train: 60.42% [755800/1251000] [604.2/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.001038] [CE 4.117 (4.389)] [KD 3.563 (3.486)] 2024-10-14 02:22:18,652 - Train: 60.42% [755850/1251000] [604.2/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.001038] [CE 4.254 (4.249)] [KD 3.297 (3.371)] 2024-10-14 02:22:30,464 - Train: 60.42% [755900/1251000] [604.2/1000.0] [batch_t 0.220 (0.236)] [data_t 0.008] [optim_t 0.212] [lr 0.001037] [CE 4.520 (4.269)] [KD 3.522 (3.364)] 2024-10-14 02:22:41,937 - Train: 60.43% [755950/1251000] [604.3/1000.0] [batch_t 0.222 (0.229)] [data_t 0.010] [optim_t 0.212] [lr 0.001037] [CE 4.552 (4.244)] [KD 3.591 (3.358)] 2024-10-14 02:22:53,949 - Train: 60.43% [756000/1251000] [604.3/1000.0] [batch_t 0.226 (0.240)] [data_t 0.010] [optim_t 0.216] [lr 0.001037] [CE 4.362 (4.214)] [KD 3.510 (3.318)] 2024-10-14 02:23:05,580 - Train: 60.44% [756050/1251000] [604.4/1000.0] [batch_t 0.224 (0.232)] [data_t 0.010] [optim_t 0.214] [lr 0.001037] [CE 4.421 (4.283)] [KD 3.657 (3.392)] 2024-10-14 02:23:17,608 - Train: 60.44% [756100/1251000] [604.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.008] [optim_t 0.225] [lr 0.001037] [CE 4.633 (4.284)] [KD 3.288 (3.387)] 2024-10-14 02:23:30,356 - Train: 60.44% [756150/1251000] [604.4/1000.0] [batch_t 0.227 (0.255)] [data_t 0.008] [optim_t 0.219] [lr 0.001036] [CE 4.506 (4.282)] [KD 3.694 (3.395)] 2024-10-14 02:23:42,321 - Train: 60.45% [756200/1251000] [604.5/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.001036] [CE 4.446 (4.281)] [KD 3.627 (3.380)] 2024-10-14 02:23:54,342 - Train: 60.45% [756250/1251000] [604.5/1000.0] [batch_t 0.224 (0.240)] [data_t 0.010] [optim_t 0.214] [lr 0.001036] [CE 3.841 (4.260)] [KD 2.958 (3.396)] 2024-10-14 02:24:06,471 - Train: 60.46% [756300/1251000] [604.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.010] [optim_t 0.231] [lr 0.001036] [CE 3.785 (4.233)] [KD 3.261 (3.336)] 2024-10-14 02:24:18,282 - Train: 60.46% [756350/1251000] [604.6/1000.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.001036] [CE 3.415 (4.173)] [KD 2.997 (3.376)] 2024-10-14 02:24:30,552 - Train: 60.46% [756400/1251000] [604.6/1000.0] [batch_t 0.254 (0.245)] [data_t 0.009] [optim_t 0.245] [lr 0.001036] [CE 4.306 (4.242)] [KD 3.501 (3.425)] 2024-10-14 02:24:43,210 - Train: 60.47% [756450/1251000] [604.7/1000.0] [batch_t 0.228 (0.253)] [data_t 0.009] [optim_t 0.219] [lr 0.001035] [CE 3.605 (4.306)] [KD 2.936 (3.441)] 2024-10-14 02:24:55,414 - Train: 60.47% [756500/1251000] [604.7/1000.0] [batch_t 0.217 (0.244)] [data_t 0.010] [optim_t 0.207] [lr 0.001035] [CE 4.498 (4.290)] [KD 3.659 (3.432)] 2024-10-14 02:25:07,084 - Train: 60.48% [756550/1251000] [604.8/1000.0] [batch_t 0.228 (0.233)] [data_t 0.011] [optim_t 0.218] [lr 0.001035] [CE 4.420 (4.279)] [KD 3.345 (3.420)] 2024-10-14 02:25:19,147 - Train: 60.48% [756600/1251000] [604.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.010] [optim_t 0.230] [lr 0.001035] [CE 4.013 (4.290)] [KD 3.272 (3.386)] 2024-10-14 02:25:30,941 - Train: 60.48% [756650/1251000] [604.8/1000.0] [batch_t 0.249 (0.236)] [data_t 0.010] [optim_t 0.239] [lr 0.001035] [CE 3.629 (4.194)] [KD 3.055 (3.364)] 2024-10-14 02:25:43,058 - Train: 60.49% [756700/1251000] [604.9/1000.0] [batch_t 0.220 (0.242)] [data_t 0.008] [optim_t 0.212] [lr 0.001035] [CE 4.700 (4.234)] [KD 3.487 (3.412)] 2024-10-14 02:25:55,361 - Train: 60.49% [756750/1251000] [604.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.001034] [CE 4.574 (4.334)] [KD 3.441 (3.402)] 2024-10-14 02:26:07,526 - Train: 60.50% [756800/1251000] [605.0/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.001034] [CE 4.447 (4.254)] [KD 3.721 (3.429)] 2024-10-14 02:26:19,302 - Train: 60.50% [756850/1251000] [605.0/1000.0] [batch_t 0.207 (0.235)] [data_t 0.008] [optim_t 0.198] [lr 0.001034] [CE 4.088 (4.242)] [KD 3.375 (3.402)] 2024-10-14 02:26:29,353 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.169)] [top1_cnt 37830] [top5_cnt 46351] [top_all 50000] 2024-10-14 02:26:29,354 - net: 75.660 (92.702) 2024-10-14 02:26:38,299 - Test (net_E): 100.00% [50/50] [batch_t 0.529 (0.164)] [top1_cnt 39517] [top5_cnt 47216] [top_all 50000] 2024-10-14 02:26:38,299 - net_E: 79.034 (94.432) 2024-10-14 02:26:38,497 - Max [top1: 75.746 (epoch: 600)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 02:26:38,498 - ==> Total time: 2 days, 5:48:31 Eta: 1 day, 11:07:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:26:53,454 - Train: 60.50% [756900/1251000] [605.0/1000.0] [batch_t 0.249 (0.259)] [data_t 0.008] [optim_t 0.241] [lr 0.001034] [CE 4.049 (4.266)] [KD 3.093 (3.328)] 2024-10-14 02:27:05,650 - Train: 60.51% [756950/1251000] [605.1/1000.0] [batch_t 0.229 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.001034] [CE 4.321 (4.163)] [KD 3.510 (3.300)] 2024-10-14 02:27:17,898 - Train: 60.51% [757000/1251000] [605.1/1000.0] [batch_t 0.250 (0.245)] [data_t 0.008] [optim_t 0.242] [lr 0.001033] [CE 4.547 (4.263)] [KD 3.336 (3.357)] 2024-10-14 02:27:29,688 - Train: 60.52% [757050/1251000] [605.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001033] [CE 3.841 (4.265)] [KD 3.105 (3.362)] 2024-10-14 02:27:41,640 - Train: 60.52% [757100/1251000] [605.2/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.001033] [CE 4.157 (4.237)] [KD 3.440 (3.367)] 2024-10-14 02:27:53,610 - Train: 60.52% [757150/1251000] [605.2/1000.0] [batch_t 0.248 (0.239)] [data_t 0.007] [optim_t 0.241] [lr 0.001033] [CE 3.907 (4.241)] [KD 3.197 (3.364)] 2024-10-14 02:28:05,416 - Train: 60.53% [757200/1251000] [605.3/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.228] [lr 0.001033] [CE 4.745 (4.257)] [KD 3.564 (3.378)] 2024-10-14 02:28:18,354 - Train: 60.53% [757250/1251000] [605.3/1000.0] [batch_t 0.225 (0.259)] [data_t 0.008] [optim_t 0.218] [lr 0.001033] [CE 3.853 (4.273)] [KD 3.160 (3.389)] 2024-10-14 02:28:30,205 - Train: 60.54% [757300/1251000] [605.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.007] [optim_t 0.228] [lr 0.001032] [CE 3.729 (4.238)] [KD 2.799 (3.368)] 2024-10-14 02:28:41,663 - Train: 60.54% [757350/1251000] [605.4/1000.0] [batch_t 0.226 (0.229)] [data_t 0.009] [optim_t 0.217] [lr 0.001032] [CE 3.712 (4.251)] [KD 3.148 (3.408)] 2024-10-14 02:28:54,069 - Train: 60.54% [757400/1251000] [605.4/1000.0] [batch_t 0.230 (0.248)] [data_t 0.009] [optim_t 0.221] [lr 0.001032] [CE 4.352 (4.187)] [KD 3.351 (3.366)] 2024-10-14 02:29:06,162 - Train: 60.55% [757450/1251000] [605.5/1000.0] [batch_t 0.250 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.001032] [CE 4.487 (4.277)] [KD 3.635 (3.416)] 2024-10-14 02:29:17,701 - Train: 60.55% [757500/1251000] [605.5/1000.0] [batch_t 0.227 (0.231)] [data_t 0.007] [optim_t 0.220] [lr 0.001032] [CE 4.722 (4.323)] [KD 3.539 (3.445)] 2024-10-14 02:29:29,985 - Train: 60.56% [757550/1251000] [605.6/1000.0] [batch_t 0.217 (0.245)] [data_t 0.007] [optim_t 0.211] [lr 0.001032] [CE 4.587 (4.320)] [KD 3.751 (3.433)] 2024-10-14 02:29:42,058 - Train: 60.56% [757600/1251000] [605.6/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.001031] [CE 4.788 (4.229)] [KD 3.695 (3.379)] 2024-10-14 02:29:54,039 - Train: 60.56% [757650/1251000] [605.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.001031] [CE 4.344 (4.240)] [KD 3.380 (3.406)] 2024-10-14 02:30:06,108 - Train: 60.57% [757700/1251000] [605.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.001031] [CE 4.080 (4.174)] [KD 3.321 (3.287)] 2024-10-14 02:30:18,159 - Train: 60.57% [757750/1251000] [605.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.008] [optim_t 0.232] [lr 0.001031] [CE 3.822 (4.251)] [KD 3.307 (3.406)] 2024-10-14 02:30:29,967 - Train: 60.58% [757800/1251000] [605.8/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.222] [lr 0.001031] [CE 4.759 (4.264)] [KD 3.574 (3.403)] 2024-10-14 02:30:42,081 - Train: 60.58% [757850/1251000] [605.8/1000.0] [batch_t 0.222 (0.242)] [data_t 0.008] [optim_t 0.215] [lr 0.001030] [CE 4.617 (4.197)] [KD 3.623 (3.391)] 2024-10-14 02:30:54,256 - Train: 60.58% [757900/1251000] [605.8/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.001030] [CE 4.202 (4.211)] [KD 3.271 (3.390)] 2024-10-14 02:31:05,944 - Train: 60.59% [757950/1251000] [605.9/1000.0] [batch_t 0.223 (0.234)] [data_t 0.008] [optim_t 0.215] [lr 0.001030] [CE 3.224 (4.224)] [KD 2.805 (3.389)] 2024-10-14 02:31:17,857 - Train: 60.59% [758000/1251000] [605.9/1000.0] [batch_t 0.248 (0.238)] [data_t 0.010] [optim_t 0.238] [lr 0.001030] [CE 4.047 (4.210)] [KD 3.270 (3.367)] 2024-10-14 02:31:29,927 - Train: 60.60% [758050/1251000] [606.0/1000.0] [batch_t 0.239 (0.241)] [data_t 0.006] [optim_t 0.233] [lr 0.001030] [CE 4.325 (4.209)] [KD 3.652 (3.322)] 2024-10-14 02:31:41,590 - Train: 60.60% [758100/1251000] [606.0/1000.0] [batch_t 0.211 (0.233)] [data_t 0.005] [optim_t 0.205] [lr 0.001030] [CE 4.133 (4.230)] [KD 3.103 (3.368)] 2024-10-14 02:31:52,885 - Test (net): 100.00% [50/50] [batch_t 0.269 (0.181)] [top1_cnt 37962] [top5_cnt 46511] [top_all 50000] 2024-10-14 02:31:52,886 - net: 75.924 (93.022) 2024-10-14 02:32:01,887 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 39513] [top5_cnt 47228] [top_all 50000] 2024-10-14 02:32:01,888 - net_E: 79.026 (94.456) 2024-10-14 02:32:02,101 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 02:32:02,101 - ==> Total time: 2 days, 5:53:54 Eta: 1 day, 11:02:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:32:28,357 - Train: 60.60% [758150/1251000] [606.0/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.001029] [CE 3.944 (4.285)] [KD 3.102 (3.315)] 2024-10-14 02:32:40,801 - Train: 60.61% [758200/1251000] [606.1/1000.0] [batch_t 0.251 (0.249)] [data_t 0.008] [optim_t 0.243] [lr 0.001029] [CE 3.649 (4.225)] [KD 3.057 (3.335)] 2024-10-14 02:32:52,991 - Train: 60.61% [758250/1251000] [606.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.006] [optim_t 0.229] [lr 0.001029] [CE 4.270 (4.206)] [KD 3.275 (3.357)] 2024-10-14 02:33:04,886 - Train: 60.62% [758300/1251000] [606.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.001029] [CE 3.914 (4.213)] [KD 3.187 (3.334)] 2024-10-14 02:33:16,591 - Train: 60.62% [758350/1251000] [606.2/1000.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.001029] [CE 4.037 (4.194)] [KD 3.152 (3.318)] 2024-10-14 02:33:29,138 - Train: 60.62% [758400/1251000] [606.2/1000.0] [batch_t 0.238 (0.251)] [data_t 0.008] [optim_t 0.230] [lr 0.001029] [CE 4.436 (4.238)] [KD 3.237 (3.325)] 2024-10-14 02:33:41,331 - Train: 60.63% [758450/1251000] [606.3/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.218] [lr 0.001028] [CE 4.030 (4.234)] [KD 3.300 (3.363)] 2024-10-14 02:33:52,827 - Train: 60.63% [758500/1251000] [606.3/1000.0] [batch_t 0.229 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.001028] [CE 3.525 (4.223)] [KD 3.163 (3.365)] 2024-10-14 02:34:05,037 - Train: 60.64% [758550/1251000] [606.4/1000.0] [batch_t 0.245 (0.244)] [data_t 0.010] [optim_t 0.235] [lr 0.001028] [CE 4.243 (4.214)] [KD 3.416 (3.365)] 2024-10-14 02:34:17,182 - Train: 60.64% [758600/1251000] [606.4/1000.0] [batch_t 0.248 (0.243)] [data_t 0.007] [optim_t 0.242] [lr 0.001028] [CE 3.616 (4.231)] [KD 3.137 (3.382)] 2024-10-14 02:34:28,927 - Train: 60.64% [758650/1251000] [606.4/1000.0] [batch_t 0.226 (0.235)] [data_t 0.008] [optim_t 0.218] [lr 0.001028] [CE 4.009 (4.277)] [KD 3.223 (3.369)] 2024-10-14 02:34:40,746 - Train: 60.65% [758700/1251000] [606.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.001027] [CE 4.265 (4.205)] [KD 3.471 (3.378)] 2024-10-14 02:34:52,603 - Train: 60.65% [758750/1251000] [606.5/1000.0] [batch_t 0.419 (0.237)] [data_t 0.009] [optim_t 0.409] [lr 0.001027] [CE 4.552 (4.303)] [KD 3.679 (3.425)] 2024-10-14 02:35:04,778 - Train: 60.66% [758800/1251000] [606.6/1000.0] [batch_t 0.215 (0.243)] [data_t 0.007] [optim_t 0.208] [lr 0.001027] [CE 4.316 (4.245)] [KD 3.263 (3.361)] 2024-10-14 02:35:16,736 - Train: 60.66% [758850/1251000] [606.6/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.001027] [CE 3.995 (4.202)] [KD 3.185 (3.367)] 2024-10-14 02:35:28,735 - Train: 60.66% [758900/1251000] [606.6/1000.0] [batch_t 0.222 (0.240)] [data_t 0.006] [optim_t 0.216] [lr 0.001027] [CE 4.721 (4.220)] [KD 3.704 (3.363)] 2024-10-14 02:35:40,192 - Train: 60.67% [758950/1251000] [606.7/1000.0] [batch_t 0.231 (0.229)] [data_t 0.008] [optim_t 0.222] [lr 0.001027] [CE 4.355 (4.227)] [KD 3.320 (3.399)] 2024-10-14 02:35:52,266 - Train: 60.67% [759000/1251000] [606.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.001026] [CE 3.893 (4.240)] [KD 3.316 (3.398)] 2024-10-14 02:36:03,692 - Train: 60.68% [759050/1251000] [606.8/1000.0] [batch_t 0.221 (0.228)] [data_t 0.009] [optim_t 0.212] [lr 0.001026] [CE 4.106 (4.222)] [KD 3.181 (3.400)] 2024-10-14 02:36:15,394 - Train: 60.68% [759100/1251000] [606.8/1000.0] [batch_t 0.221 (0.234)] [data_t 0.010] [optim_t 0.211] [lr 0.001026] [CE 4.538 (4.146)] [KD 3.452 (3.322)] 2024-10-14 02:36:27,233 - Train: 60.68% [759150/1251000] [606.8/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.224] [lr 0.001026] [CE 4.369 (4.285)] [KD 3.315 (3.428)] 2024-10-14 02:36:39,750 - Train: 60.69% [759200/1251000] [606.9/1000.0] [batch_t 0.230 (0.250)] [data_t 0.010] [optim_t 0.220] [lr 0.001026] [CE 4.114 (4.251)] [KD 3.389 (3.384)] 2024-10-14 02:36:51,165 - Train: 60.69% [759250/1251000] [606.9/1000.0] [batch_t 0.222 (0.228)] [data_t 0.010] [optim_t 0.213] [lr 0.001026] [CE 4.176 (4.278)] [KD 3.331 (3.428)] 2024-10-14 02:37:02,719 - Train: 60.70% [759300/1251000] [607.0/1000.0] [batch_t 0.223 (0.231)] [data_t 0.007] [optim_t 0.215] [lr 0.001025] [CE 3.861 (4.244)] [KD 3.313 (3.401)] 2024-10-14 02:37:14,108 - Train: 60.70% [759350/1251000] [607.0/1000.0] [batch_t 0.203 (0.228)] [data_t 0.007] [optim_t 0.196] [lr 0.001025] [CE 3.927 (4.239)] [KD 3.176 (3.411)] 2024-10-14 02:37:24,240 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.162)] [top1_cnt 37894] [top5_cnt 46417] [top_all 50000] 2024-10-14 02:37:24,240 - net: 75.788 (92.834) 2024-10-14 02:37:32,515 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.149)] [top1_cnt 39491] [top5_cnt 47240] [top_all 50000] 2024-10-14 02:37:32,515 - net_E: 78.982 (94.480) 2024-10-14 02:37:32,716 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 02:37:32,717 - ==> Total time: 2 days, 5:59:25 Eta: 1 day, 10:57:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:37:46,801 - Train: 60.70% [759400/1251000] [607.0/1000.0] [batch_t 0.219 (0.256)] [data_t 0.009] [optim_t 0.209] [lr 0.001025] [CE 4.583 (4.305)] [KD 3.639 (3.367)] 2024-10-14 02:37:58,975 - Train: 60.71% [759450/1251000] [607.1/1000.0] [batch_t 0.428 (0.243)] [data_t 0.008] [optim_t 0.420] [lr 0.001025] [CE 3.778 (4.197)] [KD 3.015 (3.288)] 2024-10-14 02:38:10,340 - Train: 60.71% [759500/1251000] [607.1/1000.0] [batch_t 0.229 (0.227)] [data_t 0.009] [optim_t 0.219] [lr 0.001025] [CE 3.960 (4.231)] [KD 3.167 (3.353)] 2024-10-14 02:38:22,385 - Train: 60.72% [759550/1251000] [607.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.001024] [CE 4.153 (4.273)] [KD 3.355 (3.330)] 2024-10-14 02:38:34,006 - Train: 60.72% [759600/1251000] [607.2/1000.0] [batch_t 0.223 (0.232)] [data_t 0.007] [optim_t 0.216] [lr 0.001024] [CE 4.057 (4.211)] [KD 3.183 (3.360)] 2024-10-14 02:38:45,746 - Train: 60.72% [759650/1251000] [607.2/1000.0] [batch_t 0.215 (0.235)] [data_t 0.008] [optim_t 0.206] [lr 0.001024] [CE 4.227 (4.185)] [KD 3.069 (3.308)] 2024-10-14 02:38:57,623 - Train: 60.73% [759700/1251000] [607.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.008] [optim_t 0.230] [lr 0.001024] [CE 4.728 (4.209)] [KD 3.478 (3.344)] 2024-10-14 02:39:09,311 - Train: 60.73% [759750/1251000] [607.3/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.001024] [CE 3.767 (4.219)] [KD 2.984 (3.354)] 2024-10-14 02:39:20,918 - Train: 60.74% [759800/1251000] [607.4/1000.0] [batch_t 0.224 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.001024] [CE 4.027 (4.267)] [KD 3.124 (3.399)] 2024-10-14 02:39:33,138 - Train: 60.74% [759850/1251000] [607.4/1000.0] [batch_t 0.228 (0.244)] [data_t 0.007] [optim_t 0.221] [lr 0.001023] [CE 4.178 (4.264)] [KD 3.458 (3.417)] 2024-10-14 02:39:44,629 - Train: 60.74% [759900/1251000] [607.4/1000.0] [batch_t 0.226 (0.230)] [data_t 0.008] [optim_t 0.217] [lr 0.001023] [CE 4.070 (4.220)] [KD 3.502 (3.367)] 2024-10-14 02:39:56,198 - Train: 60.75% [759950/1251000] [607.5/1000.0] [batch_t 0.239 (0.231)] [data_t 0.007] [optim_t 0.233] [lr 0.001023] [CE 4.689 (4.262)] [KD 3.481 (3.429)] 2024-10-14 02:40:07,947 - Train: 60.75% [760000/1251000] [607.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.001023] [CE 4.140 (4.191)] [KD 3.396 (3.330)] 2024-10-14 02:40:20,150 - Train: 60.76% [760050/1251000] [607.6/1000.0] [batch_t 0.214 (0.244)] [data_t 0.010] [optim_t 0.205] [lr 0.001023] [CE 4.204 (4.311)] [KD 3.424 (3.441)] 2024-10-14 02:40:31,884 - Train: 60.76% [760100/1251000] [607.6/1000.0] [batch_t 0.221 (0.234)] [data_t 0.007] [optim_t 0.214] [lr 0.001023] [CE 4.204 (4.184)] [KD 3.319 (3.342)] 2024-10-14 02:40:43,474 - Train: 60.76% [760150/1251000] [607.6/1000.0] [batch_t 0.229 (0.232)] [data_t 0.007] [optim_t 0.222] [lr 0.001022] [CE 4.349 (4.309)] [KD 3.421 (3.444)] 2024-10-14 02:40:55,419 - Train: 60.77% [760200/1251000] [607.7/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.001022] [CE 4.211 (4.230)] [KD 3.298 (3.440)] 2024-10-14 02:41:07,509 - Train: 60.77% [760250/1251000] [607.7/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.001022] [CE 4.490 (4.224)] [KD 3.441 (3.359)] 2024-10-14 02:41:19,494 - Train: 60.78% [760300/1251000] [607.8/1000.0] [batch_t 0.224 (0.240)] [data_t 0.007] [optim_t 0.217] [lr 0.001022] [CE 4.807 (4.272)] [KD 3.719 (3.395)] 2024-10-14 02:41:31,222 - Train: 60.78% [760350/1251000] [607.8/1000.0] [batch_t 0.237 (0.234)] [data_t 0.007] [optim_t 0.230] [lr 0.001022] [CE 4.245 (4.264)] [KD 3.367 (3.367)] 2024-10-14 02:41:43,287 - Train: 60.78% [760400/1251000] [607.8/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.001021] [CE 4.657 (4.250)] [KD 3.659 (3.399)] 2024-10-14 02:41:55,201 - Train: 60.79% [760450/1251000] [607.9/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001021] [CE 3.826 (4.151)] [KD 3.340 (3.334)] 2024-10-14 02:42:07,289 - Train: 60.79% [760500/1251000] [607.9/1000.0] [batch_t 0.257 (0.242)] [data_t 0.008] [optim_t 0.249] [lr 0.001021] [CE 4.142 (4.206)] [KD 3.472 (3.378)] 2024-10-14 02:42:18,950 - Train: 60.80% [760550/1251000] [608.0/1000.0] [batch_t 0.245 (0.233)] [data_t 0.007] [optim_t 0.238] [lr 0.001021] [CE 4.501 (4.151)] [KD 3.511 (3.321)] 2024-10-14 02:42:30,417 - Train: 60.80% [760600/1251000] [608.0/1000.0] [batch_t 0.200 (0.229)] [data_t 0.009] [optim_t 0.191] [lr 0.001021] [CE 3.848 (4.165)] [KD 3.121 (3.346)] 2024-10-14 02:42:40,684 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.158)] [top1_cnt 37748] [top5_cnt 46488] [top_all 50000] 2024-10-14 02:42:40,685 - net: 75.496 (92.976) 2024-10-14 02:42:50,245 - Test (net_E): 100.00% [50/50] [batch_t 0.634 (0.175)] [top1_cnt 39477] [top5_cnt 47260] [top_all 50000] 2024-10-14 02:42:50,246 - net_E: 78.954 (94.520) 2024-10-14 02:42:50,429 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 02:42:50,430 - ==> Total time: 2 days, 6:04:43 Eta: 1 day, 10:51:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:43:04,670 - Train: 60.80% [760650/1251000] [608.0/1000.0] [batch_t 0.231 (0.259)] [data_t 0.009] [optim_t 0.223] [lr 0.001021] [CE 4.301 (4.199)] [KD 3.466 (3.338)] 2024-10-14 02:43:17,155 - Train: 60.81% [760700/1251000] [608.1/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.001020] [CE 4.148 (4.199)] [KD 3.394 (3.349)] 2024-10-14 02:43:29,033 - Train: 60.81% [760750/1251000] [608.1/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.213] [lr 0.001020] [CE 4.110 (4.198)] [KD 3.115 (3.287)] 2024-10-14 02:43:41,180 - Train: 60.82% [760800/1251000] [608.2/1000.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.211] [lr 0.001020] [CE 3.702 (4.324)] [KD 3.252 (3.373)] 2024-10-14 02:43:53,065 - Train: 60.82% [760850/1251000] [608.2/1000.0] [batch_t 0.250 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.001020] [CE 3.966 (4.257)] [KD 3.056 (3.376)] 2024-10-14 02:44:04,660 - Train: 60.82% [760900/1251000] [608.2/1000.0] [batch_t 0.236 (0.232)] [data_t 0.009] [optim_t 0.226] [lr 0.001020] [CE 3.923 (4.184)] [KD 3.262 (3.366)] 2024-10-14 02:44:16,793 - Train: 60.83% [760950/1251000] [608.3/1000.0] [batch_t 0.214 (0.242)] [data_t 0.006] [optim_t 0.208] [lr 0.001020] [CE 4.633 (4.284)] [KD 3.724 (3.386)] 2024-10-14 02:44:28,931 - Train: 60.83% [761000/1251000] [608.3/1000.0] [batch_t 0.215 (0.243)] [data_t 0.007] [optim_t 0.208] [lr 0.001019] [CE 4.191 (4.200)] [KD 3.228 (3.375)] 2024-10-14 02:44:40,542 - Train: 60.84% [761050/1251000] [608.4/1000.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.001019] [CE 3.213 (4.191)] [KD 2.990 (3.334)] 2024-10-14 02:44:52,244 - Train: 60.84% [761100/1251000] [608.4/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.001019] [CE 4.102 (4.329)] [KD 3.128 (3.387)] 2024-10-14 02:45:04,111 - Train: 60.84% [761150/1251000] [608.4/1000.0] [batch_t 0.251 (0.237)] [data_t 0.009] [optim_t 0.242] [lr 0.001019] [CE 3.847 (4.185)] [KD 3.221 (3.355)] 2024-10-14 02:45:15,901 - Train: 60.85% [761200/1251000] [608.5/1000.0] [batch_t 0.220 (0.236)] [data_t 0.010] [optim_t 0.210] [lr 0.001019] [CE 4.676 (4.336)] [KD 3.570 (3.420)] 2024-10-14 02:45:27,501 - Train: 60.85% [761250/1251000] [608.5/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.001019] [CE 4.517 (4.214)] [KD 3.505 (3.332)] 2024-10-14 02:45:39,213 - Train: 60.86% [761300/1251000] [608.6/1000.0] [batch_t 0.228 (0.234)] [data_t 0.010] [optim_t 0.219] [lr 0.001018] [CE 3.622 (4.204)] [KD 3.085 (3.330)] 2024-10-14 02:45:51,092 - Train: 60.86% [761350/1251000] [608.6/1000.0] [batch_t 0.244 (0.237)] [data_t 0.007] [optim_t 0.237] [lr 0.001018] [CE 4.658 (4.242)] [KD 3.461 (3.363)] 2024-10-14 02:46:02,864 - Train: 60.86% [761400/1251000] [608.6/1000.0] [batch_t 0.246 (0.235)] [data_t 0.007] [optim_t 0.240] [lr 0.001018] [CE 4.815 (4.186)] [KD 3.618 (3.294)] 2024-10-14 02:46:14,673 - Train: 60.87% [761450/1251000] [608.7/1000.0] [batch_t 0.254 (0.236)] [data_t 0.009] [optim_t 0.246] [lr 0.001018] [CE 3.904 (4.172)] [KD 3.260 (3.325)] 2024-10-14 02:46:26,165 - Train: 60.87% [761500/1251000] [608.7/1000.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.001018] [CE 4.124 (4.272)] [KD 2.886 (3.388)] 2024-10-14 02:46:37,800 - Train: 60.88% [761550/1251000] [608.8/1000.0] [batch_t 0.225 (0.233)] [data_t 0.010] [optim_t 0.215] [lr 0.001017] [CE 4.648 (4.275)] [KD 3.755 (3.391)] 2024-10-14 02:46:50,041 - Train: 60.88% [761600/1251000] [608.8/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.001017] [CE 4.188 (4.320)] [KD 3.337 (3.388)] 2024-10-14 02:47:02,237 - Train: 60.88% [761650/1251000] [608.8/1000.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.001017] [CE 4.287 (4.214)] [KD 3.505 (3.316)] 2024-10-14 02:47:13,885 - Train: 60.89% [761700/1251000] [608.9/1000.0] [batch_t 0.238 (0.233)] [data_t 0.008] [optim_t 0.229] [lr 0.001017] [CE 4.362 (4.309)] [KD 3.643 (3.432)] 2024-10-14 02:47:26,225 - Train: 60.89% [761750/1251000] [608.9/1000.0] [batch_t 0.248 (0.247)] [data_t 0.006] [optim_t 0.242] [lr 0.001017] [CE 4.067 (4.289)] [KD 3.232 (3.389)] 2024-10-14 02:47:37,961 - Train: 60.90% [761800/1251000] [609.0/1000.0] [batch_t 0.230 (0.235)] [data_t 0.010] [optim_t 0.220] [lr 0.001017] [CE 3.845 (4.258)] [KD 3.052 (3.376)] 2024-10-14 02:47:49,647 - Train: 60.90% [761850/1251000] [609.0/1000.0] [batch_t 0.204 (0.234)] [data_t 0.007] [optim_t 0.197] [lr 0.001016] [CE 4.217 (4.220)] [KD 3.395 (3.344)] 2024-10-14 02:48:00,060 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.157)] [top1_cnt 37773] [top5_cnt 46401] [top_all 50000] 2024-10-14 02:48:00,061 - net: 75.546 (92.802) 2024-10-14 02:48:08,510 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.153)] [top1_cnt 39441] [top5_cnt 47247] [top_all 50000] 2024-10-14 02:48:08,511 - net_E: 78.882 (94.494) 2024-10-14 02:48:08,705 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 02:48:08,706 - ==> Total time: 2 days, 6:10:01 Eta: 1 day, 10:46:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:48:21,898 - Train: 60.90% [761900/1251000] [609.0/1000.0] [batch_t 0.223 (0.249)] [data_t 0.008] [optim_t 0.215] [lr 0.001016] [CE 3.807 (4.233)] [KD 3.221 (3.355)] 2024-10-14 02:48:34,515 - Train: 60.91% [761950/1251000] [609.1/1000.0] [batch_t 0.227 (0.252)] [data_t 0.007] [optim_t 0.220] [lr 0.001016] [CE 4.891 (4.200)] [KD 3.933 (3.343)] 2024-10-14 02:48:46,108 - Train: 60.91% [762000/1251000] [609.1/1000.0] [batch_t 0.222 (0.232)] [data_t 0.006] [optim_t 0.215] [lr 0.001016] [CE 4.190 (4.284)] [KD 3.623 (3.364)] 2024-10-14 02:48:57,667 - Train: 60.92% [762050/1251000] [609.2/1000.0] [batch_t 0.217 (0.231)] [data_t 0.008] [optim_t 0.210] [lr 0.001016] [CE 4.534 (4.224)] [KD 3.480 (3.317)] 2024-10-14 02:49:09,802 - Train: 60.92% [762100/1251000] [609.2/1000.0] [batch_t 0.245 (0.242)] [data_t 0.008] [optim_t 0.237] [lr 0.001016] [CE 4.373 (4.225)] [KD 3.525 (3.331)] 2024-10-14 02:49:22,036 - Train: 60.92% [762150/1251000] [609.2/1000.0] [batch_t 0.219 (0.244)] [data_t 0.007] [optim_t 0.213] [lr 0.001015] [CE 4.607 (4.335)] [KD 3.234 (3.417)] 2024-10-14 02:49:34,032 - Train: 60.93% [762200/1251000] [609.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.001015] [CE 4.815 (4.206)] [KD 3.684 (3.364)] 2024-10-14 02:49:46,220 - Train: 60.93% [762250/1251000] [609.3/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001015] [CE 4.336 (4.225)] [KD 3.601 (3.330)] 2024-10-14 02:49:58,366 - Train: 60.94% [762300/1251000] [609.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.001015] [CE 4.076 (4.199)] [KD 3.284 (3.348)] 2024-10-14 02:50:10,254 - Train: 60.94% [762350/1251000] [609.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.001015] [CE 4.444 (4.293)] [KD 3.536 (3.392)] 2024-10-14 02:50:22,520 - Train: 60.94% [762400/1251000] [609.4/1000.0] [batch_t 0.244 (0.245)] [data_t 0.007] [optim_t 0.237] [lr 0.001014] [CE 3.809 (4.245)] [KD 3.419 (3.342)] 2024-10-14 02:50:34,530 - Train: 60.95% [762450/1251000] [609.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.001014] [CE 4.134 (4.189)] [KD 3.199 (3.339)] 2024-10-14 02:50:46,667 - Train: 60.95% [762500/1251000] [609.5/1000.0] [batch_t 0.226 (0.243)] [data_t 0.007] [optim_t 0.219] [lr 0.001014] [CE 4.515 (4.209)] [KD 3.739 (3.336)] 2024-10-14 02:50:58,868 - Train: 60.96% [762550/1251000] [609.6/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001014] [CE 4.234 (4.257)] [KD 3.279 (3.366)] 2024-10-14 02:51:11,148 - Train: 60.96% [762600/1251000] [609.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.006] [optim_t 0.233] [lr 0.001014] [CE 3.828 (4.251)] [KD 3.210 (3.382)] 2024-10-14 02:51:22,930 - Train: 60.96% [762650/1251000] [609.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.007] [optim_t 0.228] [lr 0.001014] [CE 4.305 (4.265)] [KD 3.359 (3.398)] 2024-10-14 02:51:34,979 - Train: 60.97% [762700/1251000] [609.7/1000.0] [batch_t 0.222 (0.241)] [data_t 0.006] [optim_t 0.215] [lr 0.001013] [CE 3.934 (4.279)] [KD 3.205 (3.324)] 2024-10-14 02:51:47,189 - Train: 60.97% [762750/1251000] [609.7/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.001013] [CE 4.540 (4.202)] [KD 3.409 (3.300)] 2024-10-14 02:51:58,769 - Train: 60.98% [762800/1251000] [609.8/1000.0] [batch_t 0.233 (0.231)] [data_t 0.007] [optim_t 0.226] [lr 0.001013] [CE 3.936 (4.199)] [KD 3.110 (3.309)] 2024-10-14 02:52:11,031 - Train: 60.98% [762850/1251000] [609.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.007] [optim_t 0.226] [lr 0.001013] [CE 4.408 (4.216)] [KD 3.426 (3.352)] 2024-10-14 02:52:22,947 - Train: 60.98% [762900/1251000] [609.8/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.001013] [CE 3.824 (4.267)] [KD 3.320 (3.425)] 2024-10-14 02:52:34,746 - Train: 60.99% [762950/1251000] [609.9/1000.0] [batch_t 0.232 (0.236)] [data_t 0.008] [optim_t 0.224] [lr 0.001013] [CE 4.307 (4.294)] [KD 3.262 (3.406)] 2024-10-14 02:52:46,990 - Train: 60.99% [763000/1251000] [609.9/1000.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.001012] [CE 3.877 (4.248)] [KD 3.037 (3.333)] 2024-10-14 02:52:58,516 - Train: 61.00% [763050/1251000] [610.0/1000.0] [batch_t 0.234 (0.230)] [data_t 0.007] [optim_t 0.227] [lr 0.001012] [CE 4.141 (4.225)] [KD 3.306 (3.329)] 2024-10-14 02:53:10,501 - Train: 61.00% [763100/1251000] [610.0/1000.0] [batch_t 0.214 (0.240)] [data_t 0.007] [optim_t 0.207] [lr 0.001012] [CE 3.964 (4.259)] [KD 3.286 (3.352)] 2024-10-14 02:53:21,026 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.156)] [top1_cnt 37829] [top5_cnt 46449] [top_all 50000] 2024-10-14 02:53:21,026 - net: 75.658 (92.898) 2024-10-14 02:53:29,949 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 39500] [top5_cnt 47255] [top_all 50000] 2024-10-14 02:53:29,950 - net_E: 79.000 (94.510) 2024-10-14 02:53:30,162 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 02:53:30,162 - ==> Total time: 2 days, 6:15:22 Eta: 1 day, 10:41:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:53:43,688 - Train: 61.00% [763150/1251000] [610.0/1000.0] [batch_t 0.234 (0.262)] [data_t 0.007] [optim_t 0.228] [lr 0.001012] [CE 4.294 (4.251)] [KD 3.397 (3.289)] 2024-10-14 02:53:55,694 - Train: 61.01% [763200/1251000] [610.1/1000.0] [batch_t 0.243 (0.240)] [data_t 0.011] [optim_t 0.232] [lr 0.001012] [CE 4.332 (4.277)] [KD 3.458 (3.310)] 2024-10-14 02:54:07,492 - Train: 61.01% [763250/1251000] [610.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.001011] [CE 4.734 (4.285)] [KD 3.530 (3.339)] 2024-10-14 02:54:19,419 - Train: 61.02% [763300/1251000] [610.2/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.001011] [CE 4.028 (4.181)] [KD 3.182 (3.333)] 2024-10-14 02:54:31,332 - Train: 61.02% [763350/1251000] [610.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001011] [CE 3.735 (4.201)] [KD 3.325 (3.321)] 2024-10-14 02:54:43,407 - Train: 61.02% [763400/1251000] [610.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.001011] [CE 4.390 (4.266)] [KD 3.305 (3.388)] 2024-10-14 02:54:55,528 - Train: 61.03% [763450/1251000] [610.3/1000.0] [batch_t 0.223 (0.242)] [data_t 0.010] [optim_t 0.213] [lr 0.001011] [CE 4.449 (4.330)] [KD 3.478 (3.390)] 2024-10-14 02:55:07,624 - Train: 61.03% [763500/1251000] [610.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.006] [optim_t 0.227] [lr 0.001011] [CE 4.727 (4.209)] [KD 3.341 (3.289)] 2024-10-14 02:55:19,228 - Train: 61.04% [763550/1251000] [610.4/1000.0] [batch_t 0.234 (0.232)] [data_t 0.007] [optim_t 0.227] [lr 0.001010] [CE 4.240 (4.245)] [KD 3.387 (3.315)] 2024-10-14 02:55:31,429 - Train: 61.04% [763600/1251000] [610.4/1000.0] [batch_t 0.228 (0.244)] [data_t 0.007] [optim_t 0.222] [lr 0.001010] [CE 4.341 (4.309)] [KD 3.475 (3.397)] 2024-10-14 02:55:43,340 - Train: 61.04% [763650/1251000] [610.4/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.001010] [CE 4.063 (4.270)] [KD 3.292 (3.372)] 2024-10-14 02:55:55,322 - Train: 61.05% [763700/1251000] [610.5/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.001010] [CE 3.900 (4.195)] [KD 3.208 (3.330)] 2024-10-14 02:56:07,273 - Train: 61.05% [763750/1251000] [610.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.001010] [CE 4.351 (4.222)] [KD 3.302 (3.365)] 2024-10-14 02:56:19,931 - Train: 61.06% [763800/1251000] [610.6/1000.0] [batch_t 0.233 (0.253)] [data_t 0.010] [optim_t 0.222] [lr 0.001010] [CE 4.477 (4.234)] [KD 3.307 (3.300)] 2024-10-14 02:56:31,502 - Train: 61.06% [763850/1251000] [610.6/1000.0] [batch_t 0.221 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.001009] [CE 3.737 (4.195)] [KD 3.166 (3.306)] 2024-10-14 02:56:43,312 - Train: 61.06% [763900/1251000] [610.6/1000.0] [batch_t 0.228 (0.236)] [data_t 0.010] [optim_t 0.218] [lr 0.001009] [CE 4.357 (4.270)] [KD 3.453 (3.404)] 2024-10-14 02:56:55,222 - Train: 61.07% [763950/1251000] [610.7/1000.0] [batch_t 0.272 (0.238)] [data_t 0.008] [optim_t 0.265] [lr 0.001009] [CE 4.315 (4.236)] [KD 3.259 (3.347)] 2024-10-14 02:57:07,349 - Train: 61.07% [764000/1251000] [610.7/1000.0] [batch_t 0.242 (0.242)] [data_t 0.008] [optim_t 0.234] [lr 0.001009] [CE 4.157 (4.221)] [KD 3.321 (3.351)] 2024-10-14 02:57:19,199 - Train: 61.08% [764050/1251000] [610.8/1000.0] [batch_t 0.234 (0.237)] [data_t 0.010] [optim_t 0.224] [lr 0.001009] [CE 4.373 (4.236)] [KD 3.226 (3.352)] 2024-10-14 02:57:31,397 - Train: 61.08% [764100/1251000] [610.8/1000.0] [batch_t 0.228 (0.244)] [data_t 0.007] [optim_t 0.221] [lr 0.001009] [CE 4.100 (4.183)] [KD 3.160 (3.322)] 2024-10-14 02:57:43,040 - Train: 61.08% [764150/1251000] [610.8/1000.0] [batch_t 0.232 (0.233)] [data_t 0.008] [optim_t 0.224] [lr 0.001008] [CE 3.616 (4.246)] [KD 3.226 (3.385)] 2024-10-14 02:57:54,925 - Train: 61.09% [764200/1251000] [610.9/1000.0] [batch_t 0.222 (0.238)] [data_t 0.008] [optim_t 0.214] [lr 0.001008] [CE 3.964 (4.223)] [KD 3.117 (3.369)] 2024-10-14 02:58:06,559 - Train: 61.09% [764250/1251000] [610.9/1000.0] [batch_t 0.217 (0.233)] [data_t 0.010] [optim_t 0.207] [lr 0.001008] [CE 4.493 (4.221)] [KD 3.566 (3.321)] 2024-10-14 02:58:18,361 - Train: 61.10% [764300/1251000] [611.0/1000.0] [batch_t 0.219 (0.236)] [data_t 0.011] [optim_t 0.208] [lr 0.001008] [CE 4.280 (4.252)] [KD 3.547 (3.371)] 2024-10-14 02:58:30,138 - Train: 61.10% [764350/1251000] [611.0/1000.0] [batch_t 0.207 (0.235)] [data_t 0.007] [optim_t 0.200] [lr 0.001008] [CE 4.080 (4.259)] [KD 3.363 (3.385)] 2024-10-14 02:58:40,706 - Test (net): 100.00% [50/50] [batch_t 0.102 (0.154)] [top1_cnt 37918] [top5_cnt 46546] [top_all 50000] 2024-10-14 02:58:40,707 - net: 75.836 (93.092) 2024-10-14 02:58:49,352 - Test (net_E): 100.00% [50/50] [batch_t 0.140 (0.157)] [top1_cnt 39521] [top5_cnt 47227] [top_all 50000] 2024-10-14 02:58:49,352 - net_E: 79.042 (94.454) 2024-10-14 02:58:49,574 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 02:58:49,575 - ==> Total time: 2 days, 6:20:42 Eta: 1 day, 10:35:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 02:59:03,006 - Train: 61.10% [764400/1251000] [611.0/1000.0] [batch_t 0.232 (0.262)] [data_t 0.008] [optim_t 0.224] [lr 0.001007] [CE 4.410 (4.202)] [KD 3.427 (3.317)] 2024-10-14 02:59:14,881 - Train: 61.11% [764450/1251000] [611.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.007] [optim_t 0.228] [lr 0.001007] [CE 4.192 (4.200)] [KD 3.496 (3.329)] 2024-10-14 02:59:26,904 - Train: 61.11% [764500/1251000] [611.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.001007] [CE 3.427 (4.283)] [KD 3.000 (3.386)] 2024-10-14 02:59:38,836 - Train: 61.12% [764550/1251000] [611.2/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.001007] [CE 4.177 (4.214)] [KD 3.595 (3.336)] 2024-10-14 02:59:50,923 - Train: 61.12% [764600/1251000] [611.2/1000.0] [batch_t 0.210 (0.242)] [data_t 0.007] [optim_t 0.204] [lr 0.001007] [CE 4.479 (4.312)] [KD 3.497 (3.431)] 2024-10-14 03:00:02,715 - Train: 61.12% [764650/1251000] [611.2/1000.0] [batch_t 0.248 (0.236)] [data_t 0.008] [optim_t 0.240] [lr 0.001007] [CE 4.035 (4.218)] [KD 3.210 (3.332)] 2024-10-14 03:00:14,462 - Train: 61.13% [764700/1251000] [611.3/1000.0] [batch_t 0.230 (0.235)] [data_t 0.010] [optim_t 0.220] [lr 0.001006] [CE 4.364 (4.221)] [KD 3.379 (3.325)] 2024-10-14 03:00:26,355 - Train: 61.13% [764750/1251000] [611.3/1000.0] [batch_t 0.227 (0.238)] [data_t 0.007] [optim_t 0.220] [lr 0.001006] [CE 4.507 (4.207)] [KD 3.376 (3.341)] 2024-10-14 03:00:38,147 - Train: 61.14% [764800/1251000] [611.4/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.001006] [CE 3.850 (4.191)] [KD 3.091 (3.296)] 2024-10-14 03:00:49,611 - Train: 61.14% [764850/1251000] [611.4/1000.0] [batch_t 0.227 (0.229)] [data_t 0.009] [optim_t 0.217] [lr 0.001006] [CE 4.142 (4.171)] [KD 3.379 (3.300)] 2024-10-14 03:01:01,774 - Train: 61.14% [764900/1251000] [611.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001006] [CE 4.278 (4.295)] [KD 3.390 (3.343)] 2024-10-14 03:01:13,816 - Train: 61.15% [764950/1251000] [611.5/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.001006] [CE 4.461 (4.308)] [KD 3.751 (3.407)] 2024-10-14 03:01:25,787 - Train: 61.15% [765000/1251000] [611.5/1000.0] [batch_t 0.218 (0.239)] [data_t 0.008] [optim_t 0.209] [lr 0.001005] [CE 4.061 (4.239)] [KD 3.112 (3.358)] 2024-10-14 03:01:37,408 - Train: 61.16% [765050/1251000] [611.6/1000.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.221] [lr 0.001005] [CE 4.756 (4.313)] [KD 3.693 (3.385)] 2024-10-14 03:01:49,609 - Train: 61.16% [765100/1251000] [611.6/1000.0] [batch_t 0.253 (0.244)] [data_t 0.007] [optim_t 0.246] [lr 0.001005] [CE 4.546 (4.305)] [KD 3.279 (3.421)] 2024-10-14 03:02:01,359 - Train: 61.16% [765150/1251000] [611.6/1000.0] [batch_t 0.253 (0.235)] [data_t 0.009] [optim_t 0.244] [lr 0.001005] [CE 4.256 (4.155)] [KD 3.289 (3.329)] 2024-10-14 03:02:13,834 - Train: 61.17% [765200/1251000] [611.7/1000.0] [batch_t 0.222 (0.249)] [data_t 0.009] [optim_t 0.214] [lr 0.001005] [CE 4.528 (4.278)] [KD 3.578 (3.354)] 2024-10-14 03:02:26,008 - Train: 61.17% [765250/1251000] [611.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.011] [optim_t 0.229] [lr 0.001004] [CE 4.255 (4.167)] [KD 3.561 (3.331)] 2024-10-14 03:02:37,970 - Train: 61.18% [765300/1251000] [611.8/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.001004] [CE 3.737 (4.320)] [KD 3.303 (3.397)] 2024-10-14 03:02:49,785 - Train: 61.18% [765350/1251000] [611.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001004] [CE 4.234 (4.274)] [KD 3.486 (3.394)] 2024-10-14 03:03:03,090 - Train: 61.18% [765400/1251000] [611.8/1000.0] [batch_t 0.440 (0.266)] [data_t 0.010] [optim_t 0.430] [lr 0.001004] [CE 3.808 (4.261)] [KD 3.109 (3.393)] 2024-10-14 03:03:15,078 - Train: 61.19% [765450/1251000] [611.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.006] [optim_t 0.233] [lr 0.001004] [CE 3.961 (4.239)] [KD 3.257 (3.339)] 2024-10-14 03:03:27,003 - Train: 61.19% [765500/1251000] [611.9/1000.0] [batch_t 0.230 (0.238)] [data_t 0.008] [optim_t 0.222] [lr 0.001004] [CE 3.923 (4.223)] [KD 3.278 (3.315)] 2024-10-14 03:03:39,057 - Train: 61.20% [765550/1251000] [612.0/1000.0] [batch_t 0.240 (0.241)] [data_t 0.008] [optim_t 0.232] [lr 0.001003] [CE 4.394 (4.280)] [KD 3.579 (3.383)] 2024-10-14 03:03:51,311 - Train: 61.20% [765600/1251000] [612.0/1000.0] [batch_t 0.217 (0.245)] [data_t 0.006] [optim_t 0.211] [lr 0.001003] [CE 4.242 (4.222)] [KD 3.153 (3.357)] 2024-10-14 03:04:03,117 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.169)] [top1_cnt 37754] [top5_cnt 46431] [top_all 50000] 2024-10-14 03:04:03,118 - net: 75.508 (92.862) 2024-10-14 03:04:12,939 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.180)] [top1_cnt 39507] [top5_cnt 47242] [top_all 50000] 2024-10-14 03:04:12,939 - net_E: 79.014 (94.484) 2024-10-14 03:04:13,141 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 03:04:13,142 - ==> Total time: 2 days, 6:26:05 Eta: 1 day, 10:30:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:04:25,546 - Train: 61.20% [765650/1251000] [612.0/1000.0] [batch_t 0.232 (0.253)] [data_t 0.010] [optim_t 0.223] [lr 0.001003] [CE 4.144 (4.257)] [KD 3.157 (3.368)] 2024-10-14 03:04:38,044 - Train: 61.21% [765700/1251000] [612.1/1000.0] [batch_t 0.488 (0.250)] [data_t 0.009] [optim_t 0.479] [lr 0.001003] [CE 3.916 (4.338)] [KD 3.292 (3.379)] 2024-10-14 03:04:50,226 - Train: 61.21% [765750/1251000] [612.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001003] [CE 4.052 (4.289)] [KD 3.195 (3.381)] 2024-10-14 03:05:02,286 - Train: 61.22% [765800/1251000] [612.2/1000.0] [batch_t 0.251 (0.241)] [data_t 0.010] [optim_t 0.241] [lr 0.001003] [CE 4.127 (4.293)] [KD 3.280 (3.366)] 2024-10-14 03:05:14,162 - Train: 61.22% [765850/1251000] [612.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.011] [optim_t 0.224] [lr 0.001002] [CE 4.556 (4.236)] [KD 3.642 (3.360)] 2024-10-14 03:05:26,647 - Train: 61.22% [765900/1251000] [612.2/1000.0] [batch_t 0.244 (0.250)] [data_t 0.007] [optim_t 0.237] [lr 0.001002] [CE 4.114 (4.261)] [KD 3.200 (3.410)] 2024-10-14 03:05:38,374 - Train: 61.23% [765950/1251000] [612.3/1000.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.220] [lr 0.001002] [CE 4.384 (4.253)] [KD 3.276 (3.332)] 2024-10-14 03:05:50,245 - Train: 61.23% [766000/1251000] [612.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.006] [optim_t 0.232] [lr 0.001002] [CE 4.481 (4.230)] [KD 3.293 (3.326)] 2024-10-14 03:06:01,835 - Train: 61.24% [766050/1251000] [612.4/1000.0] [batch_t 0.238 (0.232)] [data_t 0.010] [optim_t 0.227] [lr 0.001002] [CE 4.318 (4.253)] [KD 3.450 (3.359)] 2024-10-14 03:06:14,261 - Train: 61.24% [766100/1251000] [612.4/1000.0] [batch_t 0.243 (0.248)] [data_t 0.010] [optim_t 0.233] [lr 0.001002] [CE 4.696 (4.170)] [KD 3.370 (3.294)] 2024-10-14 03:06:26,237 - Train: 61.24% [766150/1251000] [612.4/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.001001] [CE 4.153 (4.195)] [KD 3.449 (3.319)] 2024-10-14 03:06:38,401 - Train: 61.25% [766200/1251000] [612.5/1000.0] [batch_t 0.223 (0.243)] [data_t 0.010] [optim_t 0.213] [lr 0.001001] [CE 4.257 (4.218)] [KD 3.392 (3.333)] 2024-10-14 03:06:49,859 - Train: 61.25% [766250/1251000] [612.5/1000.0] [batch_t 0.237 (0.229)] [data_t 0.007] [optim_t 0.230] [lr 0.001001] [CE 4.173 (4.254)] [KD 3.364 (3.379)] 2024-10-14 03:07:01,887 - Train: 61.25% [766300/1251000] [612.5/1000.0] [batch_t 0.225 (0.240)] [data_t 0.008] [optim_t 0.217] [lr 0.001001] [CE 4.260 (4.255)] [KD 3.406 (3.360)] 2024-10-14 03:07:13,853 - Train: 61.26% [766350/1251000] [612.6/1000.0] [batch_t 0.241 (0.239)] [data_t 0.010] [optim_t 0.232] [lr 0.001001] [CE 4.091 (4.300)] [KD 3.330 (3.400)] 2024-10-14 03:07:25,805 - Train: 61.26% [766400/1251000] [612.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001000] [CE 3.985 (4.202)] [KD 3.238 (3.342)] 2024-10-14 03:07:37,519 - Train: 61.27% [766450/1251000] [612.7/1000.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.209] [lr 0.001000] [CE 4.235 (4.246)] [KD 3.321 (3.397)] 2024-10-14 03:07:49,729 - Train: 61.27% [766500/1251000] [612.7/1000.0] [batch_t 0.225 (0.244)] [data_t 0.011] [optim_t 0.214] [lr 0.001000] [CE 4.415 (4.204)] [KD 3.367 (3.315)] 2024-10-14 03:08:01,447 - Train: 61.27% [766550/1251000] [612.7/1000.0] [batch_t 0.243 (0.234)] [data_t 0.008] [optim_t 0.236] [lr 0.001000] [CE 4.255 (4.348)] [KD 3.149 (3.428)] 2024-10-14 03:08:13,037 - Train: 61.28% [766600/1251000] [612.8/1000.0] [batch_t 0.229 (0.232)] [data_t 0.007] [optim_t 0.222] [lr 0.001000] [CE 4.530 (4.249)] [KD 3.383 (3.371)] 2024-10-14 03:08:24,839 - Train: 61.28% [766650/1251000] [612.8/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.222] [lr 0.001000] [CE 4.075 (4.253)] [KD 3.245 (3.360)] 2024-10-14 03:08:37,310 - Train: 61.29% [766700/1251000] [612.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.008] [optim_t 0.224] [lr 0.000999] [CE 4.590 (4.283)] [KD 3.374 (3.402)] 2024-10-14 03:08:49,188 - Train: 61.29% [766750/1251000] [612.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.011] [optim_t 0.222] [lr 0.000999] [CE 4.776 (4.219)] [KD 3.792 (3.357)] 2024-10-14 03:09:01,304 - Train: 61.29% [766800/1251000] [612.9/1000.0] [batch_t 0.224 (0.242)] [data_t 0.008] [optim_t 0.216] [lr 0.000999] [CE 3.943 (4.266)] [KD 3.073 (3.371)] 2024-10-14 03:09:12,715 - Train: 61.30% [766850/1251000] [613.0/1000.0] [batch_t 0.227 (0.228)] [data_t 0.009] [optim_t 0.218] [lr 0.000999] [CE 4.376 (4.190)] [KD 3.360 (3.336)] 2024-10-14 03:09:23,935 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.160)] [top1_cnt 37933] [top5_cnt 46460] [top_all 50000] 2024-10-14 03:09:23,936 - net: 75.866 (92.920) 2024-10-14 03:09:32,318 - Test (net_E): 100.00% [50/50] [batch_t 0.053 (0.153)] [top1_cnt 39501] [top5_cnt 47273] [top_all 50000] 2024-10-14 03:09:32,319 - net_E: 79.002 (94.546) 2024-10-14 03:09:32,510 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 03:09:32,510 - ==> Total time: 2 days, 6:31:25 Eta: 1 day, 10:25:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:09:45,068 - Train: 61.30% [766900/1251000] [613.0/1000.0] [batch_t 0.219 (0.264)] [data_t 0.007] [optim_t 0.212] [lr 0.000999] [CE 4.164 (4.275)] [KD 3.340 (3.359)] 2024-10-14 03:09:57,178 - Train: 61.31% [766950/1251000] [613.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.006] [optim_t 0.226] [lr 0.000999] [CE 4.524 (4.264)] [KD 3.463 (3.338)] 2024-10-14 03:10:09,129 - Train: 61.31% [767000/1251000] [613.1/1000.0] [batch_t 0.238 (0.239)] [data_t 0.007] [optim_t 0.231] [lr 0.000998] [CE 4.367 (4.233)] [KD 3.419 (3.309)] 2024-10-14 03:10:20,854 - Train: 61.31% [767050/1251000] [613.1/1000.0] [batch_t 0.239 (0.234)] [data_t 0.007] [optim_t 0.232] [lr 0.000998] [CE 4.048 (4.288)] [KD 3.266 (3.358)] 2024-10-14 03:10:32,616 - Train: 61.32% [767100/1251000] [613.2/1000.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.000998] [CE 4.288 (4.306)] [KD 3.439 (3.392)] 2024-10-14 03:10:44,283 - Train: 61.32% [767150/1251000] [613.2/1000.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.218] [lr 0.000998] [CE 4.146 (4.230)] [KD 3.118 (3.330)] 2024-10-14 03:10:56,106 - Train: 61.33% [767200/1251000] [613.3/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.000998] [CE 4.052 (4.262)] [KD 3.285 (3.350)] 2024-10-14 03:11:08,154 - Train: 61.33% [767250/1251000] [613.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000997] [CE 4.098 (4.243)] [KD 3.144 (3.345)] 2024-10-14 03:11:20,062 - Train: 61.33% [767300/1251000] [613.3/1000.0] [batch_t 0.224 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.000997] [CE 4.315 (4.235)] [KD 3.322 (3.312)] 2024-10-14 03:11:31,552 - Train: 61.34% [767350/1251000] [613.4/1000.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.000997] [CE 4.237 (4.206)] [KD 3.292 (3.339)] 2024-10-14 03:11:43,328 - Train: 61.34% [767400/1251000] [613.4/1000.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.000997] [CE 3.648 (4.284)] [KD 3.158 (3.389)] 2024-10-14 03:11:55,224 - Train: 61.35% [767450/1251000] [613.5/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.000997] [CE 4.516 (4.241)] [KD 3.436 (3.332)] 2024-10-14 03:12:06,830 - Train: 61.35% [767500/1251000] [613.5/1000.0] [batch_t 0.233 (0.232)] [data_t 0.008] [optim_t 0.225] [lr 0.000997] [CE 3.847 (4.224)] [KD 2.917 (3.318)] 2024-10-14 03:12:19,489 - Train: 61.35% [767550/1251000] [613.5/1000.0] [batch_t 0.247 (0.253)] [data_t 0.007] [optim_t 0.240] [lr 0.000996] [CE 4.061 (4.158)] [KD 3.316 (3.326)] 2024-10-14 03:12:31,446 - Train: 61.36% [767600/1251000] [613.6/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000996] [CE 4.470 (4.239)] [KD 3.567 (3.335)] 2024-10-14 03:12:43,060 - Train: 61.36% [767650/1251000] [613.6/1000.0] [batch_t 0.226 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.000996] [CE 4.136 (4.155)] [KD 3.413 (3.332)] 2024-10-14 03:12:54,864 - Train: 61.37% [767700/1251000] [613.7/1000.0] [batch_t 0.229 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.000996] [CE 3.809 (4.181)] [KD 3.191 (3.272)] 2024-10-14 03:13:06,376 - Train: 61.37% [767750/1251000] [613.7/1000.0] [batch_t 0.235 (0.230)] [data_t 0.007] [optim_t 0.228] [lr 0.000996] [CE 3.914 (4.251)] [KD 3.392 (3.340)] 2024-10-14 03:13:18,496 - Train: 61.37% [767800/1251000] [613.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.006] [optim_t 0.228] [lr 0.000996] [CE 4.223 (4.251)] [KD 3.631 (3.349)] 2024-10-14 03:13:30,679 - Train: 61.38% [767850/1251000] [613.8/1000.0] [batch_t 0.230 (0.243)] [data_t 0.007] [optim_t 0.223] [lr 0.000995] [CE 4.468 (4.222)] [KD 3.570 (3.431)] 2024-10-14 03:13:42,495 - Train: 61.38% [767900/1251000] [613.8/1000.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.000995] [CE 4.305 (4.238)] [KD 3.481 (3.363)] 2024-10-14 03:13:54,521 - Train: 61.39% [767950/1251000] [613.9/1000.0] [batch_t 0.226 (0.240)] [data_t 0.010] [optim_t 0.216] [lr 0.000995] [CE 4.439 (4.173)] [KD 3.581 (3.330)] 2024-10-14 03:14:06,671 - Train: 61.39% [768000/1251000] [613.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.000995] [CE 4.070 (4.227)] [KD 3.364 (3.351)] 2024-10-14 03:14:18,136 - Train: 61.39% [768050/1251000] [613.9/1000.0] [batch_t 0.237 (0.229)] [data_t 0.010] [optim_t 0.227] [lr 0.000995] [CE 4.537 (4.251)] [KD 3.552 (3.414)] 2024-10-14 03:14:30,041 - Train: 61.40% [768100/1251000] [614.0/1000.0] [batch_t 0.214 (0.238)] [data_t 0.009] [optim_t 0.205] [lr 0.000995] [CE 4.574 (4.228)] [KD 3.530 (3.339)] 2024-10-14 03:14:42,581 - Test (net): 100.00% [50/50] [batch_t 0.134 (0.182)] [top1_cnt 37850] [top5_cnt 46457] [top_all 50000] 2024-10-14 03:14:42,582 - net: 75.700 (92.914) 2024-10-14 03:14:51,769 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 39512] [top5_cnt 47240] [top_all 50000] 2024-10-14 03:14:51,770 - net_E: 79.024 (94.480) 2024-10-14 03:14:51,999 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.060 (epoch: 604)] 2024-10-14 03:14:52,000 - ==> Total time: 2 days, 6:36:44 Eta: 1 day, 10:19:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:15:04,532 - Train: 61.40% [768150/1251000] [614.0/1000.0] [batch_t 0.225 (0.257)] [data_t 0.009] [optim_t 0.216] [lr 0.000994] [CE 4.077 (4.210)] [KD 3.377 (3.309)] 2024-10-14 03:15:17,292 - Train: 61.41% [768200/1251000] [614.1/1000.0] [batch_t 0.437 (0.255)] [data_t 0.009] [optim_t 0.428] [lr 0.000994] [CE 4.403 (4.128)] [KD 3.479 (3.260)] 2024-10-14 03:15:29,123 - Train: 61.41% [768250/1251000] [614.1/1000.0] [batch_t 0.453 (0.236)] [data_t 0.007] [optim_t 0.446] [lr 0.000994] [CE 3.961 (4.188)] [KD 3.277 (3.265)] 2024-10-14 03:15:40,402 - Train: 61.41% [768300/1251000] [614.1/1000.0] [batch_t 0.233 (0.225)] [data_t 0.008] [optim_t 0.225] [lr 0.000994] [CE 4.088 (4.218)] [KD 3.232 (3.318)] 2024-10-14 03:15:52,268 - Train: 61.42% [768350/1251000] [614.2/1000.0] [batch_t 0.220 (0.237)] [data_t 0.010] [optim_t 0.211] [lr 0.000994] [CE 4.280 (4.303)] [KD 3.440 (3.341)] 2024-10-14 03:16:04,340 - Train: 61.42% [768400/1251000] [614.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.007] [optim_t 0.231] [lr 0.000993] [CE 4.033 (4.234)] [KD 3.632 (3.387)] 2024-10-14 03:16:16,002 - Train: 61.43% [768450/1251000] [614.3/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000993] [CE 4.285 (4.197)] [KD 3.420 (3.327)] 2024-10-14 03:16:27,946 - Train: 61.43% [768500/1251000] [614.3/1000.0] [batch_t 0.221 (0.239)] [data_t 0.008] [optim_t 0.212] [lr 0.000993] [CE 4.090 (4.179)] [KD 3.262 (3.316)] 2024-10-14 03:16:40,053 - Train: 61.43% [768550/1251000] [614.3/1000.0] [batch_t 0.224 (0.242)] [data_t 0.008] [optim_t 0.217] [lr 0.000993] [CE 4.484 (4.129)] [KD 3.571 (3.245)] 2024-10-14 03:16:52,293 - Train: 61.44% [768600/1251000] [614.4/1000.0] [batch_t 0.217 (0.245)] [data_t 0.008] [optim_t 0.210] [lr 0.000993] [CE 3.916 (4.212)] [KD 2.902 (3.357)] 2024-10-14 03:17:04,189 - Train: 61.44% [768650/1251000] [614.4/1000.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.000993] [CE 4.832 (4.254)] [KD 3.481 (3.347)] 2024-10-14 03:17:15,965 - Train: 61.45% [768700/1251000] [614.5/1000.0] [batch_t 0.252 (0.235)] [data_t 0.008] [optim_t 0.244] [lr 0.000992] [CE 4.223 (4.226)] [KD 3.270 (3.272)] 2024-10-14 03:17:28,229 - Train: 61.45% [768750/1251000] [614.5/1000.0] [batch_t 0.450 (0.245)] [data_t 0.009] [optim_t 0.441] [lr 0.000992] [CE 4.475 (4.290)] [KD 3.458 (3.306)] 2024-10-14 03:17:40,523 - Train: 61.45% [768800/1251000] [614.5/1000.0] [batch_t 0.224 (0.246)] [data_t 0.007] [optim_t 0.217] [lr 0.000992] [CE 4.211 (4.248)] [KD 3.317 (3.341)] 2024-10-14 03:17:52,265 - Train: 61.46% [768850/1251000] [614.6/1000.0] [batch_t 0.236 (0.235)] [data_t 0.007] [optim_t 0.229] [lr 0.000992] [CE 4.356 (4.329)] [KD 3.497 (3.368)] 2024-10-14 03:18:04,679 - Train: 61.46% [768900/1251000] [614.6/1000.0] [batch_t 0.226 (0.248)] [data_t 0.008] [optim_t 0.218] [lr 0.000992] [CE 3.732 (4.222)] [KD 3.087 (3.328)] 2024-10-14 03:18:16,903 - Train: 61.47% [768950/1251000] [614.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000992] [CE 3.901 (4.194)] [KD 3.149 (3.342)] 2024-10-14 03:18:29,346 - Train: 61.47% [769000/1251000] [614.7/1000.0] [batch_t 0.238 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.000991] [CE 4.182 (4.287)] [KD 3.223 (3.361)] 2024-10-14 03:18:41,711 - Train: 61.47% [769050/1251000] [614.7/1000.0] [batch_t 0.217 (0.247)] [data_t 0.006] [optim_t 0.211] [lr 0.000991] [CE 4.454 (4.275)] [KD 3.489 (3.379)] 2024-10-14 03:18:53,892 - Train: 61.48% [769100/1251000] [614.8/1000.0] [batch_t 0.243 (0.243)] [data_t 0.007] [optim_t 0.236] [lr 0.000991] [CE 4.329 (4.263)] [KD 3.298 (3.361)] 2024-10-14 03:19:05,593 - Train: 61.48% [769150/1251000] [614.8/1000.0] [batch_t 0.237 (0.234)] [data_t 0.010] [optim_t 0.227] [lr 0.000991] [CE 3.714 (4.174)] [KD 3.188 (3.311)] 2024-10-14 03:19:18,343 - Train: 61.49% [769200/1251000] [614.9/1000.0] [batch_t 0.241 (0.255)] [data_t 0.007] [optim_t 0.234] [lr 0.000991] [CE 4.157 (4.323)] [KD 3.241 (3.383)] 2024-10-14 03:19:30,582 - Train: 61.49% [769250/1251000] [614.9/1000.0] [batch_t 0.246 (0.245)] [data_t 0.006] [optim_t 0.240] [lr 0.000990] [CE 4.416 (4.194)] [KD 3.376 (3.335)] 2024-10-14 03:19:42,373 - Train: 61.49% [769300/1251000] [614.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.007] [optim_t 0.226] [lr 0.000990] [CE 4.127 (4.188)] [KD 3.261 (3.317)] 2024-10-14 03:19:54,778 - Train: 61.50% [769350/1251000] [615.0/1000.0] [batch_t 0.238 (0.248)] [data_t 0.022] [optim_t 0.217] [lr 0.000990] [CE 4.278 (4.349)] [KD 3.272 (3.408)] 2024-10-14 03:20:07,123 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 37833] [top5_cnt 46466] [top_all 50000] 2024-10-14 03:20:07,124 - net: 75.666 (92.932) 2024-10-14 03:20:15,721 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.156)] [top1_cnt 39538] [top5_cnt 47218] [top_all 50000] 2024-10-14 03:20:15,722 - net_E: 79.076 (94.436) 2024-10-14 03:20:15,931 - Max [top1: 75.924 (epoch: 606)] [top1-ema: 79.076 (epoch: 615)] 2024-10-14 03:20:15,932 - ==> Total time: 2 days, 6:42:08 Eta: 1 day, 10:14:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:20:41,645 - Train: 61.50% [769400/1251000] [615.0/1000.0] [batch_t 0.229 (0.257)] [data_t 0.009] [optim_t 0.220] [lr 0.000990] [CE 4.323 (4.214)] [KD 3.455 (3.291)] 2024-10-14 03:20:53,459 - Train: 61.51% [769450/1251000] [615.1/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000990] [CE 4.123 (4.159)] [KD 3.133 (3.323)] 2024-10-14 03:21:05,247 - Train: 61.51% [769500/1251000] [615.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000990] [CE 4.509 (4.259)] [KD 3.372 (3.357)] 2024-10-14 03:21:16,918 - Train: 61.51% [769550/1251000] [615.1/1000.0] [batch_t 0.232 (0.233)] [data_t 0.010] [optim_t 0.222] [lr 0.000989] [CE 4.533 (4.229)] [KD 3.263 (3.278)] 2024-10-14 03:21:28,935 - Train: 61.52% [769600/1251000] [615.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000989] [CE 4.451 (4.210)] [KD 3.358 (3.281)] 2024-10-14 03:21:41,695 - Train: 61.52% [769650/1251000] [615.2/1000.0] [batch_t 0.221 (0.255)] [data_t 0.009] [optim_t 0.212] [lr 0.000989] [CE 4.508 (4.262)] [KD 3.449 (3.326)] 2024-10-14 03:21:53,197 - Train: 61.53% [769700/1251000] [615.3/1000.0] [batch_t 0.212 (0.230)] [data_t 0.009] [optim_t 0.203] [lr 0.000989] [CE 3.886 (4.246)] [KD 3.034 (3.361)] 2024-10-14 03:22:04,671 - Train: 61.53% [769750/1251000] [615.3/1000.0] [batch_t 0.227 (0.229)] [data_t 0.009] [optim_t 0.218] [lr 0.000989] [CE 4.472 (4.202)] [KD 3.645 (3.354)] 2024-10-14 03:22:16,256 - Train: 61.53% [769800/1251000] [615.3/1000.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.000989] [CE 4.491 (4.264)] [KD 3.504 (3.407)] 2024-10-14 03:22:28,413 - Train: 61.54% [769850/1251000] [615.4/1000.0] [batch_t 0.218 (0.243)] [data_t 0.009] [optim_t 0.209] [lr 0.000988] [CE 3.353 (4.220)] [KD 2.915 (3.303)] 2024-10-14 03:22:40,250 - Train: 61.54% [769900/1251000] [615.4/1000.0] [batch_t 0.230 (0.237)] [data_t 0.006] [optim_t 0.224] [lr 0.000988] [CE 3.912 (4.205)] [KD 3.222 (3.321)] 2024-10-14 03:22:52,681 - Train: 61.55% [769950/1251000] [615.5/1000.0] [batch_t 0.229 (0.248)] [data_t 0.009] [optim_t 0.220] [lr 0.000988] [CE 4.373 (4.215)] [KD 3.392 (3.292)] 2024-10-14 03:23:04,571 - Train: 61.55% [770000/1251000] [615.5/1000.0] [batch_t 0.215 (0.238)] [data_t 0.007] [optim_t 0.208] [lr 0.000988] [CE 4.589 (4.266)] [KD 3.569 (3.355)] 2024-10-14 03:23:16,580 - Train: 61.55% [770050/1251000] [615.5/1000.0] [batch_t 0.448 (0.240)] [data_t 0.009] [optim_t 0.439] [lr 0.000988] [CE 4.412 (4.229)] [KD 3.382 (3.310)] 2024-10-14 03:23:28,266 - Train: 61.56% [770100/1251000] [615.6/1000.0] [batch_t 0.242 (0.234)] [data_t 0.007] [optim_t 0.235] [lr 0.000988] [CE 3.833 (4.251)] [KD 3.100 (3.338)] 2024-10-14 03:23:39,857 - Train: 61.56% [770150/1251000] [615.6/1000.0] [batch_t 0.230 (0.232)] [data_t 0.010] [optim_t 0.220] [lr 0.000987] [CE 3.898 (4.157)] [KD 2.983 (3.269)] 2024-10-14 03:23:52,128 - Train: 61.57% [770200/1251000] [615.7/1000.0] [batch_t 0.231 (0.245)] [data_t 0.007] [optim_t 0.225] [lr 0.000987] [CE 4.648 (4.229)] [KD 3.579 (3.333)] 2024-10-14 03:24:04,965 - Train: 61.57% [770250/1251000] [615.7/1000.0] [batch_t 0.237 (0.256)] [data_t 0.007] [optim_t 0.230] [lr 0.000987] [CE 4.085 (4.260)] [KD 3.219 (3.357)] 2024-10-14 03:24:17,134 - Train: 61.57% [770300/1251000] [615.7/1000.0] [batch_t 0.224 (0.243)] [data_t 0.012] [optim_t 0.212] [lr 0.000987] [CE 4.753 (4.192)] [KD 3.869 (3.337)] 2024-10-14 03:24:28,860 - Train: 61.58% [770350/1251000] [615.8/1000.0] [batch_t 0.229 (0.234)] [data_t 0.010] [optim_t 0.219] [lr 0.000987] [CE 4.686 (4.270)] [KD 3.346 (3.351)] 2024-10-14 03:24:40,688 - Train: 61.58% [770400/1251000] [615.8/1000.0] [batch_t 0.224 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.000986] [CE 4.345 (4.210)] [KD 3.464 (3.353)] 2024-10-14 03:24:52,413 - Train: 61.59% [770450/1251000] [615.9/1000.0] [batch_t 0.210 (0.234)] [data_t 0.009] [optim_t 0.201] [lr 0.000986] [CE 4.523 (4.241)] [KD 3.489 (3.334)] 2024-10-14 03:25:04,807 - Train: 61.59% [770500/1251000] [615.9/1000.0] [batch_t 0.224 (0.248)] [data_t 0.009] [optim_t 0.215] [lr 0.000986] [CE 4.216 (4.263)] [KD 3.319 (3.368)] 2024-10-14 03:25:17,542 - Train: 61.59% [770550/1251000] [615.9/1000.0] [batch_t 0.241 (0.255)] [data_t 0.010] [optim_t 0.231] [lr 0.000986] [CE 4.340 (4.241)] [KD 3.486 (3.376)] 2024-10-14 03:25:29,805 - Train: 61.60% [770600/1251000] [616.0/1000.0] [batch_t 0.250 (0.245)] [data_t 0.010] [optim_t 0.241] [lr 0.000986] [CE 3.917 (4.218)] [KD 3.112 (3.331)] 2024-10-14 03:25:42,927 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.183)] [top1_cnt 37972] [top5_cnt 46483] [top_all 50000] 2024-10-14 03:25:42,928 - net: 75.944 (92.966) 2024-10-14 03:25:52,764 - Test (net_E): 100.00% [50/50] [batch_t 0.083 (0.181)] [top1_cnt 39501] [top5_cnt 47224] [top_all 50000] 2024-10-14 03:25:52,765 - net_E: 79.002 (94.448) 2024-10-14 03:25:53,013 - Max [top1: 75.944 (epoch: 616)] [top1-ema: 79.076 (epoch: 615)] 2024-10-14 03:25:53,014 - ==> Total time: 2 days, 6:47:45 Eta: 1 day, 10:09:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:26:14,600 - Train: 61.60% [770650/1251000] [616.0/1000.0] [batch_t 0.252 (0.248)] [data_t 0.009] [optim_t 0.243] [lr 0.000986] [CE 3.930 (4.263)] [KD 3.185 (3.363)] 2024-10-14 03:26:26,958 - Train: 61.61% [770700/1251000] [616.1/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.000985] [CE 4.374 (4.243)] [KD 3.486 (3.345)] 2024-10-14 03:26:39,222 - Train: 61.61% [770750/1251000] [616.1/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.000985] [CE 3.659 (4.154)] [KD 3.141 (3.287)] 2024-10-14 03:26:51,254 - Train: 61.61% [770800/1251000] [616.1/1000.0] [batch_t 0.228 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.000985] [CE 4.296 (4.197)] [KD 3.271 (3.286)] 2024-10-14 03:27:03,037 - Train: 61.62% [770850/1251000] [616.2/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000985] [CE 3.539 (4.252)] [KD 3.048 (3.341)] 2024-10-14 03:27:15,209 - Train: 61.62% [770900/1251000] [616.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.008] [optim_t 0.227] [lr 0.000985] [CE 4.050 (4.332)] [KD 3.206 (3.364)] 2024-10-14 03:27:27,204 - Train: 61.63% [770950/1251000] [616.3/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.000985] [CE 4.017 (4.186)] [KD 3.391 (3.305)] 2024-10-14 03:27:39,630 - Train: 61.63% [771000/1251000] [616.3/1000.0] [batch_t 0.224 (0.248)] [data_t 0.010] [optim_t 0.214] [lr 0.000984] [CE 4.386 (4.227)] [KD 3.445 (3.361)] 2024-10-14 03:27:51,791 - Train: 61.63% [771050/1251000] [616.3/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.000984] [CE 4.163 (4.282)] [KD 3.402 (3.380)] 2024-10-14 03:28:03,498 - Train: 61.64% [771100/1251000] [616.4/1000.0] [batch_t 0.247 (0.234)] [data_t 0.008] [optim_t 0.240] [lr 0.000984] [CE 3.991 (4.260)] [KD 3.355 (3.381)] 2024-10-14 03:28:15,811 - Train: 61.64% [771150/1251000] [616.4/1000.0] [batch_t 0.244 (0.246)] [data_t 0.008] [optim_t 0.236] [lr 0.000984] [CE 4.704 (4.226)] [KD 3.551 (3.303)] 2024-10-14 03:28:28,184 - Train: 61.65% [771200/1251000] [616.5/1000.0] [batch_t 0.240 (0.247)] [data_t 0.010] [optim_t 0.230] [lr 0.000984] [CE 4.264 (4.256)] [KD 3.244 (3.328)] 2024-10-14 03:28:39,823 - Train: 61.65% [771250/1251000] [616.5/1000.0] [batch_t 0.223 (0.233)] [data_t 0.009] [optim_t 0.214] [lr 0.000984] [CE 4.182 (4.172)] [KD 3.542 (3.330)] 2024-10-14 03:28:51,882 - Train: 61.65% [771300/1251000] [616.5/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.000983] [CE 4.533 (4.221)] [KD 3.480 (3.335)] 2024-10-14 03:29:04,780 - Train: 61.66% [771350/1251000] [616.6/1000.0] [batch_t 0.220 (0.258)] [data_t 0.007] [optim_t 0.212] [lr 0.000983] [CE 4.396 (4.186)] [KD 3.487 (3.312)] 2024-10-14 03:29:17,305 - Train: 61.66% [771400/1251000] [616.6/1000.0] [batch_t 0.222 (0.250)] [data_t 0.009] [optim_t 0.213] [lr 0.000983] [CE 4.446 (4.187)] [KD 3.285 (3.304)] 2024-10-14 03:29:29,479 - Train: 61.67% [771450/1251000] [616.7/1000.0] [batch_t 0.243 (0.243)] [data_t 0.008] [optim_t 0.235] [lr 0.000983] [CE 3.678 (4.139)] [KD 3.047 (3.292)] 2024-10-14 03:29:41,733 - Train: 61.67% [771500/1251000] [616.7/1000.0] [batch_t 0.223 (0.245)] [data_t 0.010] [optim_t 0.213] [lr 0.000983] [CE 4.712 (4.171)] [KD 3.516 (3.344)] 2024-10-14 03:29:53,790 - Train: 61.67% [771550/1251000] [616.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.008] [optim_t 0.232] [lr 0.000982] [CE 4.132 (4.241)] [KD 3.339 (3.367)] 2024-10-14 03:30:05,718 - Train: 61.68% [771600/1251000] [616.8/1000.0] [batch_t 0.227 (0.238)] [data_t 0.007] [optim_t 0.220] [lr 0.000982] [CE 4.114 (4.314)] [KD 3.242 (3.378)] 2024-10-14 03:30:19,084 - Train: 61.68% [771650/1251000] [616.8/1000.0] [batch_t 0.257 (0.267)] [data_t 0.009] [optim_t 0.249] [lr 0.000982] [CE 4.364 (4.207)] [KD 3.490 (3.332)] 2024-10-14 03:30:31,491 - Train: 61.69% [771700/1251000] [616.9/1000.0] [batch_t 0.222 (0.248)] [data_t 0.009] [optim_t 0.213] [lr 0.000982] [CE 4.206 (4.207)] [KD 3.239 (3.344)] 2024-10-14 03:30:43,143 - Train: 61.69% [771750/1251000] [616.9/1000.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.000982] [CE 4.678 (4.286)] [KD 3.473 (3.334)] 2024-10-14 03:30:55,717 - Train: 61.69% [771800/1251000] [616.9/1000.0] [batch_t 0.241 (0.251)] [data_t 0.006] [optim_t 0.234] [lr 0.000982] [CE 4.368 (4.160)] [KD 3.503 (3.312)] 2024-10-14 03:31:07,940 - Train: 61.70% [771850/1251000] [617.0/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.000981] [CE 4.426 (4.217)] [KD 3.514 (3.376)] 2024-10-14 03:31:21,864 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.184)] [top1_cnt 37641] [top5_cnt 46387] [top_all 50000] 2024-10-14 03:31:21,864 - net: 75.282 (92.774) 2024-10-14 03:31:31,237 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.172)] [top1_cnt 39523] [top5_cnt 47233] [top_all 50000] 2024-10-14 03:31:31,237 - net_E: 79.046 (94.466) 2024-10-14 03:31:31,417 - Max [top1: 75.944 (epoch: 616)] [top1-ema: 79.076 (epoch: 615)] 2024-10-14 03:31:31,417 - ==> Total time: 2 days, 6:53:24 Eta: 1 day, 10:04:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:31:42,805 - Train: 61.70% [771900/1251000] [617.0/1000.0] [batch_t 0.227 (0.254)] [data_t 0.006] [optim_t 0.221] [lr 0.000981] [CE 4.439 (4.247)] [KD 3.341 (3.314)] 2024-10-14 03:31:54,839 - Train: 61.71% [771950/1251000] [617.1/1000.0] [batch_t 0.244 (0.240)] [data_t 0.007] [optim_t 0.237] [lr 0.000981] [CE 4.042 (4.226)] [KD 3.072 (3.299)] 2024-10-14 03:32:06,939 - Train: 61.71% [772000/1251000] [617.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000981] [CE 3.944 (4.254)] [KD 3.230 (3.343)] 2024-10-14 03:32:18,828 - Train: 61.71% [772050/1251000] [617.1/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.000981] [CE 4.071 (4.179)] [KD 3.151 (3.276)] 2024-10-14 03:32:30,614 - Train: 61.72% [772100/1251000] [617.2/1000.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000981] [CE 4.518 (4.195)] [KD 3.564 (3.292)] 2024-10-14 03:32:42,886 - Train: 61.72% [772150/1251000] [617.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.231] [lr 0.000980] [CE 4.216 (4.181)] [KD 3.327 (3.292)] 2024-10-14 03:32:54,576 - Train: 61.73% [772200/1251000] [617.3/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000980] [CE 4.359 (4.276)] [KD 3.333 (3.334)] 2024-10-14 03:33:06,278 - Train: 61.73% [772250/1251000] [617.3/1000.0] [batch_t 0.230 (0.234)] [data_t 0.006] [optim_t 0.224] [lr 0.000980] [CE 4.296 (4.245)] [KD 3.430 (3.341)] 2024-10-14 03:33:18,115 - Train: 61.73% [772300/1251000] [617.3/1000.0] [batch_t 0.228 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.000980] [CE 3.783 (4.257)] [KD 2.999 (3.325)] 2024-10-14 03:33:30,422 - Train: 61.74% [772350/1251000] [617.4/1000.0] [batch_t 0.229 (0.246)] [data_t 0.006] [optim_t 0.223] [lr 0.000980] [CE 4.185 (4.262)] [KD 3.138 (3.330)] 2024-10-14 03:33:41,985 - Train: 61.74% [772400/1251000] [617.4/1000.0] [batch_t 0.225 (0.231)] [data_t 0.010] [optim_t 0.215] [lr 0.000980] [CE 4.426 (4.267)] [KD 3.568 (3.360)] 2024-10-14 03:33:53,710 - Train: 61.75% [772450/1251000] [617.5/1000.0] [batch_t 0.230 (0.234)] [data_t 0.008] [optim_t 0.222] [lr 0.000979] [CE 4.491 (4.244)] [KD 3.300 (3.347)] 2024-10-14 03:34:05,388 - Train: 61.75% [772500/1251000] [617.5/1000.0] [batch_t 0.237 (0.233)] [data_t 0.010] [optim_t 0.227] [lr 0.000979] [CE 4.181 (4.151)] [KD 3.302 (3.271)] 2024-10-14 03:34:17,282 - Train: 61.75% [772550/1251000] [617.5/1000.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.000979] [CE 4.550 (4.271)] [KD 3.731 (3.354)] 2024-10-14 03:34:28,985 - Train: 61.76% [772600/1251000] [617.6/1000.0] [batch_t 0.215 (0.234)] [data_t 0.009] [optim_t 0.206] [lr 0.000979] [CE 4.765 (4.214)] [KD 3.757 (3.359)] 2024-10-14 03:34:41,229 - Train: 61.76% [772650/1251000] [617.6/1000.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.219] [lr 0.000979] [CE 3.810 (4.269)] [KD 2.975 (3.353)] 2024-10-14 03:34:53,063 - Train: 61.77% [772700/1251000] [617.7/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.000978] [CE 4.413 (4.208)] [KD 3.369 (3.353)] 2024-10-14 03:35:05,183 - Train: 61.77% [772750/1251000] [617.7/1000.0] [batch_t 0.249 (0.242)] [data_t 0.010] [optim_t 0.239] [lr 0.000978] [CE 4.508 (4.212)] [KD 3.413 (3.347)] 2024-10-14 03:35:16,896 - Train: 61.77% [772800/1251000] [617.7/1000.0] [batch_t 0.225 (0.234)] [data_t 0.007] [optim_t 0.218] [lr 0.000978] [CE 4.277 (4.212)] [KD 3.378 (3.309)] 2024-10-14 03:35:28,693 - Train: 61.78% [772850/1251000] [617.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000978] [CE 4.070 (4.182)] [KD 3.156 (3.260)] 2024-10-14 03:35:40,713 - Train: 61.78% [772900/1251000] [617.8/1000.0] [batch_t 0.225 (0.240)] [data_t 0.011] [optim_t 0.214] [lr 0.000978] [CE 4.142 (4.242)] [KD 3.334 (3.338)] 2024-10-14 03:35:52,980 - Train: 61.79% [772950/1251000] [617.9/1000.0] [batch_t 0.228 (0.245)] [data_t 0.010] [optim_t 0.218] [lr 0.000978] [CE 4.321 (4.230)] [KD 3.679 (3.339)] 2024-10-14 03:36:05,449 - Train: 61.79% [773000/1251000] [617.9/1000.0] [batch_t 0.229 (0.249)] [data_t 0.008] [optim_t 0.221] [lr 0.000977] [CE 4.666 (4.177)] [KD 3.574 (3.263)] 2024-10-14 03:36:18,126 - Train: 61.79% [773050/1251000] [617.9/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.000977] [CE 3.895 (4.229)] [KD 3.142 (3.294)] 2024-10-14 03:36:30,153 - Train: 61.80% [773100/1251000] [618.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.000977] [CE 4.281 (4.273)] [KD 3.257 (3.336)] 2024-10-14 03:36:43,279 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 37926] [top5_cnt 46486] [top_all 50000] 2024-10-14 03:36:43,280 - net: 75.852 (92.972) 2024-10-14 03:36:52,349 - Test (net_E): 100.00% [50/50] [batch_t 0.093 (0.167)] [top1_cnt 39541] [top5_cnt 47228] [top_all 50000] 2024-10-14 03:36:52,349 - net_E: 79.082 (94.456) 2024-10-14 03:36:52,570 - Max [top1: 75.944 (epoch: 616)] [top1-ema: 79.082 (epoch: 618)] 2024-10-14 03:36:52,570 - ==> Total time: 2 days, 6:58:45 Eta: 1 day, 9:59:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:37:14,784 - Train: 61.80% [773150/1251000] [618.0/1000.0] [batch_t 0.249 (0.254)] [data_t 0.007] [optim_t 0.241] [lr 0.000977] [CE 4.036 (4.198)] [KD 3.365 (3.266)] 2024-10-14 03:37:26,872 - Train: 61.81% [773200/1251000] [618.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.006] [optim_t 0.227] [lr 0.000977] [CE 4.408 (4.210)] [KD 3.307 (3.293)] 2024-10-14 03:37:39,279 - Train: 61.81% [773250/1251000] [618.1/1000.0] [batch_t 0.220 (0.248)] [data_t 0.009] [optim_t 0.212] [lr 0.000977] [CE 4.307 (4.172)] [KD 3.374 (3.251)] 2024-10-14 03:37:51,060 - Train: 61.81% [773300/1251000] [618.1/1000.0] [batch_t 0.240 (0.235)] [data_t 0.008] [optim_t 0.232] [lr 0.000976] [CE 4.303 (4.249)] [KD 3.265 (3.305)] 2024-10-14 03:38:03,011 - Train: 61.82% [773350/1251000] [618.2/1000.0] [batch_t 0.247 (0.239)] [data_t 0.006] [optim_t 0.240] [lr 0.000976] [CE 3.392 (4.249)] [KD 2.956 (3.303)] 2024-10-14 03:38:14,675 - Train: 61.82% [773400/1251000] [618.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.007] [optim_t 0.225] [lr 0.000976] [CE 3.606 (4.234)] [KD 3.059 (3.343)] 2024-10-14 03:38:26,620 - Train: 61.83% [773450/1251000] [618.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.011] [optim_t 0.223] [lr 0.000976] [CE 3.912 (4.256)] [KD 3.102 (3.316)] 2024-10-14 03:38:38,813 - Train: 61.83% [773500/1251000] [618.3/1000.0] [batch_t 0.221 (0.244)] [data_t 0.007] [optim_t 0.215] [lr 0.000976] [CE 3.782 (4.298)] [KD 3.082 (3.353)] 2024-10-14 03:38:50,584 - Train: 61.83% [773550/1251000] [618.3/1000.0] [batch_t 0.246 (0.235)] [data_t 0.009] [optim_t 0.237] [lr 0.000976] [CE 4.481 (4.232)] [KD 3.353 (3.306)] 2024-10-14 03:39:02,519 - Train: 61.84% [773600/1251000] [618.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.008] [optim_t 0.232] [lr 0.000975] [CE 4.373 (4.264)] [KD 3.280 (3.337)] 2024-10-14 03:39:14,477 - Train: 61.84% [773650/1251000] [618.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.006] [optim_t 0.227] [lr 0.000975] [CE 4.258 (4.189)] [KD 3.476 (3.283)] 2024-10-14 03:39:26,250 - Train: 61.85% [773700/1251000] [618.5/1000.0] [batch_t 0.225 (0.235)] [data_t 0.008] [optim_t 0.217] [lr 0.000975] [CE 4.588 (4.177)] [KD 3.559 (3.253)] 2024-10-14 03:39:37,784 - Train: 61.85% [773750/1251000] [618.5/1000.0] [batch_t 0.219 (0.231)] [data_t 0.008] [optim_t 0.211] [lr 0.000975] [CE 4.328 (4.151)] [KD 3.331 (3.275)] 2024-10-14 03:39:49,818 - Train: 61.85% [773800/1251000] [618.5/1000.0] [batch_t 0.240 (0.241)] [data_t 0.010] [optim_t 0.230] [lr 0.000975] [CE 4.411 (4.285)] [KD 3.362 (3.343)] 2024-10-14 03:40:02,081 - Train: 61.86% [773850/1251000] [618.6/1000.0] [batch_t 0.248 (0.245)] [data_t 0.008] [optim_t 0.240] [lr 0.000974] [CE 4.555 (4.172)] [KD 3.365 (3.332)] 2024-10-14 03:40:13,522 - Train: 61.86% [773900/1251000] [618.6/1000.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.220] [lr 0.000974] [CE 4.164 (4.276)] [KD 3.128 (3.372)] 2024-10-14 03:40:25,678 - Train: 61.87% [773950/1251000] [618.7/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.000974] [CE 4.206 (4.253)] [KD 3.387 (3.331)] 2024-10-14 03:40:37,420 - Train: 61.87% [774000/1251000] [618.7/1000.0] [batch_t 0.244 (0.235)] [data_t 0.011] [optim_t 0.234] [lr 0.000974] [CE 4.514 (4.244)] [KD 3.467 (3.325)] 2024-10-14 03:40:49,085 - Train: 61.87% [774050/1251000] [618.7/1000.0] [batch_t 0.234 (0.233)] [data_t 0.007] [optim_t 0.226] [lr 0.000974] [CE 4.322 (4.254)] [KD 3.267 (3.314)] 2024-10-14 03:41:00,640 - Train: 61.88% [774100/1251000] [618.8/1000.0] [batch_t 0.233 (0.231)] [data_t 0.009] [optim_t 0.224] [lr 0.000974] [CE 4.525 (4.285)] [KD 3.529 (3.345)] 2024-10-14 03:41:12,852 - Train: 61.88% [774150/1251000] [618.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.000973] [CE 4.011 (4.250)] [KD 3.002 (3.317)] 2024-10-14 03:41:24,249 - Train: 61.89% [774200/1251000] [618.9/1000.0] [batch_t 0.232 (0.228)] [data_t 0.010] [optim_t 0.223] [lr 0.000973] [CE 3.529 (4.278)] [KD 3.106 (3.362)] 2024-10-14 03:41:36,215 - Train: 61.89% [774250/1251000] [618.9/1000.0] [batch_t 0.216 (0.239)] [data_t 0.006] [optim_t 0.209] [lr 0.000973] [CE 3.612 (4.296)] [KD 3.086 (3.420)] 2024-10-14 03:41:47,780 - Train: 61.89% [774300/1251000] [618.9/1000.0] [batch_t 0.222 (0.231)] [data_t 0.008] [optim_t 0.214] [lr 0.000973] [CE 4.209 (4.232)] [KD 3.182 (3.331)] 2024-10-14 03:41:59,041 - Train: 61.90% [774350/1251000] [619.0/1000.0] [batch_t 0.235 (0.225)] [data_t 0.009] [optim_t 0.225] [lr 0.000973] [CE 4.530 (4.241)] [KD 3.419 (3.385)] 2024-10-14 03:42:11,634 - Test (net): 100.00% [50/50] [batch_t 0.100 (0.156)] [top1_cnt 38061] [top5_cnt 46537] [top_all 50000] 2024-10-14 03:42:11,635 - net: 76.122 (93.074) 2024-10-14 03:42:20,134 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.154)] [top1_cnt 39569] [top5_cnt 47219] [top_all 50000] 2024-10-14 03:42:20,135 - net_E: 79.138 (94.438) 2024-10-14 03:42:20,321 - Max [top1: 76.122 (epoch: 619)] [top1-ema: 79.138 (epoch: 619)] 2024-10-14 03:42:20,322 - ==> Total time: 2 days, 7:04:13 Eta: 1 day, 9:53:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:42:46,873 - Train: 61.90% [774400/1251000] [619.0/1000.0] [batch_t 0.218 (0.260)] [data_t 0.009] [optim_t 0.210] [lr 0.000973] [CE 4.255 (4.146)] [KD 3.363 (3.243)] 2024-10-14 03:42:58,978 - Train: 61.91% [774450/1251000] [619.1/1000.0] [batch_t 0.219 (0.242)] [data_t 0.006] [optim_t 0.212] [lr 0.000972] [CE 4.234 (4.161)] [KD 3.192 (3.237)] 2024-10-14 03:43:11,333 - Train: 61.91% [774500/1251000] [619.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000972] [CE 4.184 (4.266)] [KD 3.354 (3.327)] 2024-10-14 03:43:22,880 - Train: 61.91% [774550/1251000] [619.1/1000.0] [batch_t 0.231 (0.231)] [data_t 0.006] [optim_t 0.225] [lr 0.000972] [CE 3.914 (4.275)] [KD 3.165 (3.353)] 2024-10-14 03:43:34,861 - Train: 61.92% [774600/1251000] [619.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000972] [CE 4.251 (4.228)] [KD 3.305 (3.297)] 2024-10-14 03:43:46,200 - Train: 61.92% [774650/1251000] [619.2/1000.0] [batch_t 0.229 (0.227)] [data_t 0.009] [optim_t 0.220] [lr 0.000972] [CE 4.027 (4.204)] [KD 3.266 (3.301)] 2024-10-14 03:43:58,092 - Train: 61.93% [774700/1251000] [619.3/1000.0] [batch_t 0.243 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.000972] [CE 4.061 (4.260)] [KD 3.192 (3.326)] 2024-10-14 03:44:09,840 - Train: 61.93% [774750/1251000] [619.3/1000.0] [batch_t 0.234 (0.235)] [data_t 0.006] [optim_t 0.228] [lr 0.000971] [CE 4.282 (4.246)] [KD 3.449 (3.345)] 2024-10-14 03:44:21,965 - Train: 61.93% [774800/1251000] [619.3/1000.0] [batch_t 0.220 (0.242)] [data_t 0.010] [optim_t 0.210] [lr 0.000971] [CE 4.272 (4.212)] [KD 3.324 (3.264)] 2024-10-14 03:44:33,588 - Train: 61.94% [774850/1251000] [619.4/1000.0] [batch_t 0.213 (0.232)] [data_t 0.008] [optim_t 0.205] [lr 0.000971] [CE 4.259 (4.228)] [KD 3.294 (3.314)] 2024-10-14 03:44:45,866 - Train: 61.94% [774900/1251000] [619.4/1000.0] [batch_t 0.215 (0.245)] [data_t 0.009] [optim_t 0.206] [lr 0.000971] [CE 3.789 (4.170)] [KD 3.164 (3.263)] 2024-10-14 03:44:57,411 - Train: 61.95% [774950/1251000] [619.5/1000.0] [batch_t 0.230 (0.231)] [data_t 0.009] [optim_t 0.221] [lr 0.000971] [CE 4.893 (4.222)] [KD 3.792 (3.315)] 2024-10-14 03:45:09,160 - Train: 61.95% [775000/1251000] [619.5/1000.0] [batch_t 0.434 (0.235)] [data_t 0.010] [optim_t 0.424] [lr 0.000970] [CE 4.138 (4.272)] [KD 3.053 (3.341)] 2024-10-14 03:45:21,428 - Train: 61.95% [775050/1251000] [619.5/1000.0] [batch_t 0.228 (0.245)] [data_t 0.010] [optim_t 0.217] [lr 0.000970] [CE 3.937 (4.201)] [KD 3.297 (3.291)] 2024-10-14 03:45:33,537 - Train: 61.96% [775100/1251000] [619.6/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.000970] [CE 3.378 (4.176)] [KD 2.990 (3.265)] 2024-10-14 03:45:45,240 - Train: 61.96% [775150/1251000] [619.6/1000.0] [batch_t 0.222 (0.234)] [data_t 0.010] [optim_t 0.212] [lr 0.000970] [CE 4.021 (4.240)] [KD 3.212 (3.316)] 2024-10-14 03:45:57,348 - Train: 61.97% [775200/1251000] [619.7/1000.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.000970] [CE 4.041 (4.244)] [KD 3.069 (3.305)] 2024-10-14 03:46:09,102 - Train: 61.97% [775250/1251000] [619.7/1000.0] [batch_t 0.222 (0.235)] [data_t 0.010] [optim_t 0.212] [lr 0.000970] [CE 4.471 (4.214)] [KD 3.349 (3.321)] 2024-10-14 03:46:21,068 - Train: 61.97% [775300/1251000] [619.7/1000.0] [batch_t 0.228 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.000969] [CE 4.267 (4.236)] [KD 3.361 (3.329)] 2024-10-14 03:46:33,273 - Train: 61.98% [775350/1251000] [619.8/1000.0] [batch_t 0.223 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.000969] [CE 4.201 (4.229)] [KD 3.309 (3.299)] 2024-10-14 03:46:44,940 - Train: 61.98% [775400/1251000] [619.8/1000.0] [batch_t 0.237 (0.233)] [data_t 0.010] [optim_t 0.228] [lr 0.000969] [CE 3.940 (4.302)] [KD 3.128 (3.404)] 2024-10-14 03:46:57,412 - Train: 61.99% [775450/1251000] [619.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.228] [lr 0.000969] [CE 4.578 (4.244)] [KD 3.576 (3.332)] 2024-10-14 03:47:10,180 - Train: 61.99% [775500/1251000] [619.9/1000.0] [batch_t 0.252 (0.255)] [data_t 0.007] [optim_t 0.245] [lr 0.000969] [CE 4.650 (4.212)] [KD 3.596 (3.320)] 2024-10-14 03:47:21,976 - Train: 61.99% [775550/1251000] [619.9/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.000969] [CE 4.116 (4.201)] [KD 3.393 (3.295)] 2024-10-14 03:47:33,755 - Train: 62.00% [775600/1251000] [620.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000968] [CE 4.272 (4.204)] [KD 3.406 (3.306)] 2024-10-14 03:47:47,808 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 38170] [top5_cnt 46580] [top_all 50000] 2024-10-14 03:47:47,808 - net: 76.340 (93.160) 2024-10-14 03:47:56,927 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 39560] [top5_cnt 47224] [top_all 50000] 2024-10-14 03:47:56,928 - net_E: 79.120 (94.448) 2024-10-14 03:47:57,137 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.138 (epoch: 619)] 2024-10-14 03:47:57,137 - ==> Total time: 2 days, 7:09:49 Eta: 1 day, 9:48:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:48:19,240 - Train: 62.00% [775650/1251000] [620.0/1000.0] [batch_t 0.236 (0.254)] [data_t 0.007] [optim_t 0.229] [lr 0.000968] [CE 4.399 (4.226)] [KD 3.189 (3.310)] 2024-10-14 03:48:31,172 - Train: 62.01% [775700/1251000] [620.1/1000.0] [batch_t 0.224 (0.238)] [data_t 0.010] [optim_t 0.213] [lr 0.000968] [CE 4.857 (4.250)] [KD 3.784 (3.345)] 2024-10-14 03:48:43,256 - Train: 62.01% [775750/1251000] [620.1/1000.0] [batch_t 0.226 (0.242)] [data_t 0.010] [optim_t 0.216] [lr 0.000968] [CE 4.730 (4.209)] [KD 3.720 (3.315)] 2024-10-14 03:48:55,159 - Train: 62.01% [775800/1251000] [620.1/1000.0] [batch_t 0.431 (0.238)] [data_t 0.009] [optim_t 0.421] [lr 0.000968] [CE 4.303 (4.161)] [KD 3.199 (3.284)] 2024-10-14 03:49:06,727 - Train: 62.02% [775850/1251000] [620.2/1000.0] [batch_t 0.237 (0.231)] [data_t 0.007] [optim_t 0.230] [lr 0.000968] [CE 4.010 (4.166)] [KD 3.132 (3.235)] 2024-10-14 03:49:18,760 - Train: 62.02% [775900/1251000] [620.2/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.000967] [CE 3.706 (4.181)] [KD 3.060 (3.255)] 2024-10-14 03:49:30,914 - Train: 62.03% [775950/1251000] [620.3/1000.0] [batch_t 0.248 (0.243)] [data_t 0.010] [optim_t 0.238] [lr 0.000967] [CE 4.154 (4.192)] [KD 3.339 (3.296)] 2024-10-14 03:49:42,755 - Train: 62.03% [776000/1251000] [620.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.000967] [CE 3.776 (4.186)] [KD 2.929 (3.307)] 2024-10-14 03:49:54,869 - Train: 62.03% [776050/1251000] [620.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.000967] [CE 4.738 (4.251)] [KD 3.533 (3.289)] 2024-10-14 03:50:06,895 - Train: 62.04% [776100/1251000] [620.4/1000.0] [batch_t 0.252 (0.240)] [data_t 0.007] [optim_t 0.245] [lr 0.000967] [CE 4.514 (4.298)] [KD 3.309 (3.310)] 2024-10-14 03:50:18,935 - Train: 62.04% [776150/1251000] [620.4/1000.0] [batch_t 0.239 (0.241)] [data_t 0.008] [optim_t 0.231] [lr 0.000967] [CE 4.351 (4.095)] [KD 3.482 (3.201)] 2024-10-14 03:50:30,938 - Train: 62.05% [776200/1251000] [620.5/1000.0] [batch_t 0.225 (0.240)] [data_t 0.010] [optim_t 0.215] [lr 0.000966] [CE 4.231 (4.240)] [KD 3.159 (3.322)] 2024-10-14 03:50:43,403 - Train: 62.05% [776250/1251000] [620.5/1000.0] [batch_t 0.223 (0.249)] [data_t 0.010] [optim_t 0.214] [lr 0.000966] [CE 3.673 (4.291)] [KD 2.889 (3.371)] 2024-10-14 03:50:55,024 - Train: 62.05% [776300/1251000] [620.5/1000.0] [batch_t 0.236 (0.232)] [data_t 0.008] [optim_t 0.228] [lr 0.000966] [CE 4.639 (4.218)] [KD 3.322 (3.318)] 2024-10-14 03:51:07,077 - Train: 62.06% [776350/1251000] [620.6/1000.0] [batch_t 0.225 (0.241)] [data_t 0.006] [optim_t 0.219] [lr 0.000966] [CE 4.353 (4.259)] [KD 3.377 (3.327)] 2024-10-14 03:51:19,640 - Train: 62.06% [776400/1251000] [620.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.227] [lr 0.000966] [CE 4.640 (4.247)] [KD 3.528 (3.325)] 2024-10-14 03:51:31,457 - Train: 62.07% [776450/1251000] [620.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.000965] [CE 4.258 (4.223)] [KD 3.175 (3.306)] 2024-10-14 03:51:43,277 - Train: 62.07% [776500/1251000] [620.7/1000.0] [batch_t 0.241 (0.236)] [data_t 0.010] [optim_t 0.231] [lr 0.000965] [CE 3.939 (4.182)] [KD 3.239 (3.284)] 2024-10-14 03:51:55,884 - Train: 62.07% [776550/1251000] [620.7/1000.0] [batch_t 0.236 (0.252)] [data_t 0.011] [optim_t 0.225] [lr 0.000965] [CE 4.923 (4.314)] [KD 3.644 (3.379)] 2024-10-14 03:52:07,745 - Train: 62.08% [776600/1251000] [620.8/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.000965] [CE 4.325 (4.259)] [KD 3.389 (3.330)] 2024-10-14 03:52:19,757 - Train: 62.08% [776650/1251000] [620.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000965] [CE 3.842 (4.194)] [KD 2.999 (3.327)] 2024-10-14 03:52:32,128 - Train: 62.09% [776700/1251000] [620.9/1000.0] [batch_t 0.227 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.000965] [CE 3.836 (4.222)] [KD 2.957 (3.298)] 2024-10-14 03:52:44,316 - Train: 62.09% [776750/1251000] [620.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.000964] [CE 4.424 (4.259)] [KD 3.435 (3.359)] 2024-10-14 03:52:56,594 - Train: 62.09% [776800/1251000] [620.9/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.000964] [CE 3.826 (4.242)] [KD 3.088 (3.343)] 2024-10-14 03:53:09,109 - Train: 62.10% [776850/1251000] [621.0/1000.0] [batch_t 0.222 (0.250)] [data_t 0.007] [optim_t 0.216] [lr 0.000964] [CE 4.001 (4.211)] [KD 3.345 (3.332)] 2024-10-14 03:53:22,979 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.171)] [top1_cnt 37653] [top5_cnt 46321] [top_all 50000] 2024-10-14 03:53:22,979 - net: 75.306 (92.642) 2024-10-14 03:53:32,006 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 39553] [top5_cnt 47225] [top_all 50000] 2024-10-14 03:53:32,007 - net_E: 79.106 (94.450) 2024-10-14 03:53:32,243 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.138 (epoch: 619)] 2024-10-14 03:53:32,244 - ==> Total time: 2 days, 7:15:25 Eta: 1 day, 9:43:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:53:42,856 - Train: 62.10% [776900/1251000] [621.0/1000.0] [batch_t 0.234 (0.257)] [data_t 0.009] [optim_t 0.225] [lr 0.000964] [CE 4.386 (4.234)] [KD 3.283 (3.356)] 2024-10-14 03:53:54,575 - Train: 62.11% [776950/1251000] [621.1/1000.0] [batch_t 0.239 (0.234)] [data_t 0.010] [optim_t 0.229] [lr 0.000964] [CE 4.746 (4.314)] [KD 3.589 (3.351)] 2024-10-14 03:54:07,198 - Train: 62.11% [777000/1251000] [621.1/1000.0] [batch_t 0.213 (0.252)] [data_t 0.006] [optim_t 0.207] [lr 0.000964] [CE 4.146 (4.179)] [KD 3.188 (3.245)] 2024-10-14 03:54:19,290 - Train: 62.11% [777050/1251000] [621.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.000963] [CE 4.666 (4.217)] [KD 3.474 (3.275)] 2024-10-14 03:54:31,222 - Train: 62.12% [777100/1251000] [621.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.010] [optim_t 0.221] [lr 0.000963] [CE 4.150 (4.221)] [KD 3.367 (3.303)] 2024-10-14 03:54:42,781 - Train: 62.12% [777150/1251000] [621.2/1000.0] [batch_t 0.225 (0.231)] [data_t 0.008] [optim_t 0.217] [lr 0.000963] [CE 3.955 (4.206)] [KD 3.255 (3.250)] 2024-10-14 03:54:54,919 - Train: 62.13% [777200/1251000] [621.3/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.000963] [CE 4.431 (4.168)] [KD 3.492 (3.257)] 2024-10-14 03:55:07,186 - Train: 62.13% [777250/1251000] [621.3/1000.0] [batch_t 0.249 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.000963] [CE 3.791 (4.192)] [KD 3.133 (3.288)] 2024-10-14 03:55:18,847 - Train: 62.13% [777300/1251000] [621.3/1000.0] [batch_t 0.227 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.000963] [CE 4.270 (4.254)] [KD 3.235 (3.313)] 2024-10-14 03:55:30,583 - Train: 62.14% [777350/1251000] [621.4/1000.0] [batch_t 0.238 (0.235)] [data_t 0.007] [optim_t 0.231] [lr 0.000962] [CE 3.789 (4.201)] [KD 3.063 (3.312)] 2024-10-14 03:55:42,882 - Train: 62.14% [777400/1251000] [621.4/1000.0] [batch_t 0.429 (0.246)] [data_t 0.008] [optim_t 0.421] [lr 0.000962] [CE 4.297 (4.165)] [KD 3.397 (3.252)] 2024-10-14 03:55:54,932 - Train: 62.15% [777450/1251000] [621.5/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.000962] [CE 3.943 (4.238)] [KD 3.147 (3.289)] 2024-10-14 03:56:06,760 - Train: 62.15% [777500/1251000] [621.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.227] [lr 0.000962] [CE 4.440 (4.241)] [KD 3.176 (3.331)] 2024-10-14 03:56:18,498 - Train: 62.15% [777550/1251000] [621.5/1000.0] [batch_t 0.225 (0.235)] [data_t 0.006] [optim_t 0.218] [lr 0.000962] [CE 4.434 (4.239)] [KD 3.499 (3.295)] 2024-10-14 03:56:30,641 - Train: 62.16% [777600/1251000] [621.6/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.000961] [CE 4.153 (4.250)] [KD 3.192 (3.347)] 2024-10-14 03:56:43,200 - Train: 62.16% [777650/1251000] [621.6/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.000961] [CE 3.860 (4.241)] [KD 3.186 (3.295)] 2024-10-14 03:56:55,174 - Train: 62.17% [777700/1251000] [621.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.000961] [CE 3.966 (4.244)] [KD 3.069 (3.273)] 2024-10-14 03:57:07,126 - Train: 62.17% [777750/1251000] [621.7/1000.0] [batch_t 0.244 (0.239)] [data_t 0.008] [optim_t 0.236] [lr 0.000961] [CE 4.307 (4.209)] [KD 3.398 (3.281)] 2024-10-14 03:57:19,291 - Train: 62.17% [777800/1251000] [621.7/1000.0] [batch_t 0.230 (0.243)] [data_t 0.007] [optim_t 0.223] [lr 0.000961] [CE 4.740 (4.198)] [KD 3.576 (3.275)] 2024-10-14 03:57:31,600 - Train: 62.18% [777850/1251000] [621.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.010] [optim_t 0.223] [lr 0.000961] [CE 4.410 (4.246)] [KD 3.346 (3.295)] 2024-10-14 03:57:43,335 - Train: 62.18% [777900/1251000] [621.8/1000.0] [batch_t 0.238 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.000960] [CE 4.421 (4.246)] [KD 3.368 (3.332)] 2024-10-14 03:57:54,654 - Train: 62.19% [777950/1251000] [621.9/1000.0] [batch_t 0.250 (0.226)] [data_t 0.007] [optim_t 0.242] [lr 0.000960] [CE 4.330 (4.252)] [KD 3.663 (3.339)] 2024-10-14 03:58:06,614 - Train: 62.19% [778000/1251000] [621.9/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.220] [lr 0.000960] [CE 4.071 (4.185)] [KD 3.077 (3.274)] 2024-10-14 03:58:19,504 - Train: 62.19% [778050/1251000] [621.9/1000.0] [batch_t 0.237 (0.258)] [data_t 0.008] [optim_t 0.229] [lr 0.000960] [CE 4.406 (4.182)] [KD 3.407 (3.292)] 2024-10-14 03:58:31,383 - Train: 62.20% [778100/1251000] [622.0/1000.0] [batch_t 0.239 (0.237)] [data_t 0.007] [optim_t 0.232] [lr 0.000960] [CE 4.202 (4.256)] [KD 3.130 (3.314)] 2024-10-14 03:58:45,736 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 37928] [top5_cnt 46538] [top_all 50000] 2024-10-14 03:58:45,737 - net: 75.856 (93.076) 2024-10-14 03:58:54,299 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.156)] [top1_cnt 39617] [top5_cnt 47237] [top_all 50000] 2024-10-14 03:58:54,300 - net_E: 79.234 (94.474) 2024-10-14 03:58:54,498 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.234 (epoch: 622)] 2024-10-14 03:58:54,499 - ==> Total time: 2 days, 7:20:47 Eta: 1 day, 9:38:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 03:59:14,735 - Train: 62.20% [778150/1251000] [622.0/1000.0] [batch_t 0.227 (0.262)] [data_t 0.011] [optim_t 0.216] [lr 0.000960] [CE 4.306 (4.207)] [KD 3.208 (3.280)] 2024-10-14 03:59:26,887 - Train: 62.21% [778200/1251000] [622.1/1000.0] [batch_t 0.217 (0.243)] [data_t 0.007] [optim_t 0.210] [lr 0.000959] [CE 3.912 (4.219)] [KD 3.100 (3.265)] 2024-10-14 03:59:38,844 - Train: 62.21% [778250/1251000] [622.1/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.000959] [CE 3.851 (4.224)] [KD 3.157 (3.285)] 2024-10-14 03:59:50,840 - Train: 62.21% [778300/1251000] [622.1/1000.0] [batch_t 0.227 (0.240)] [data_t 0.010] [optim_t 0.217] [lr 0.000959] [CE 4.662 (4.280)] [KD 3.708 (3.312)] 2024-10-14 04:00:03,214 - Train: 62.22% [778350/1251000] [622.2/1000.0] [batch_t 0.497 (0.247)] [data_t 0.009] [optim_t 0.487] [lr 0.000959] [CE 4.327 (4.220)] [KD 3.344 (3.328)] 2024-10-14 04:00:15,359 - Train: 62.22% [778400/1251000] [622.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.000959] [CE 4.235 (4.276)] [KD 3.356 (3.311)] 2024-10-14 04:00:27,463 - Train: 62.23% [778450/1251000] [622.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.000959] [CE 4.502 (4.258)] [KD 3.572 (3.352)] 2024-10-14 04:00:39,310 - Train: 62.23% [778500/1251000] [622.3/1000.0] [batch_t 0.245 (0.237)] [data_t 0.006] [optim_t 0.239] [lr 0.000958] [CE 4.358 (4.220)] [KD 3.342 (3.307)] 2024-10-14 04:00:51,899 - Train: 62.23% [778550/1251000] [622.3/1000.0] [batch_t 0.245 (0.252)] [data_t 0.007] [optim_t 0.238] [lr 0.000958] [CE 4.431 (4.241)] [KD 3.473 (3.269)] 2024-10-14 04:01:04,197 - Train: 62.24% [778600/1251000] [622.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.010] [optim_t 0.224] [lr 0.000958] [CE 4.097 (4.230)] [KD 3.388 (3.300)] 2024-10-14 04:01:16,089 - Train: 62.24% [778650/1251000] [622.4/1000.0] [batch_t 0.247 (0.238)] [data_t 0.008] [optim_t 0.239] [lr 0.000958] [CE 4.085 (4.227)] [KD 3.028 (3.288)] 2024-10-14 04:01:28,469 - Train: 62.25% [778700/1251000] [622.5/1000.0] [batch_t 0.225 (0.247)] [data_t 0.008] [optim_t 0.217] [lr 0.000958] [CE 3.974 (4.246)] [KD 3.215 (3.330)] 2024-10-14 04:01:40,290 - Train: 62.25% [778750/1251000] [622.5/1000.0] [batch_t 0.226 (0.236)] [data_t 0.010] [optim_t 0.216] [lr 0.000958] [CE 3.793 (4.211)] [KD 3.082 (3.279)] 2024-10-14 04:01:51,867 - Train: 62.25% [778800/1251000] [622.5/1000.0] [batch_t 0.241 (0.231)] [data_t 0.006] [optim_t 0.234] [lr 0.000957] [CE 4.173 (4.231)] [KD 3.319 (3.264)] 2024-10-14 04:02:04,240 - Train: 62.26% [778850/1251000] [622.6/1000.0] [batch_t 0.213 (0.247)] [data_t 0.008] [optim_t 0.205] [lr 0.000957] [CE 4.397 (4.233)] [KD 3.027 (3.309)] 2024-10-14 04:02:16,230 - Train: 62.26% [778900/1251000] [622.6/1000.0] [batch_t 0.432 (0.240)] [data_t 0.010] [optim_t 0.421] [lr 0.000957] [CE 4.706 (4.288)] [KD 3.542 (3.314)] 2024-10-14 04:02:27,830 - Train: 62.27% [778950/1251000] [622.7/1000.0] [batch_t 0.240 (0.232)] [data_t 0.009] [optim_t 0.231] [lr 0.000957] [CE 3.979 (4.161)] [KD 3.112 (3.271)] 2024-10-14 04:02:39,727 - Train: 62.27% [779000/1251000] [622.7/1000.0] [batch_t 0.219 (0.238)] [data_t 0.010] [optim_t 0.210] [lr 0.000957] [CE 3.483 (4.216)] [KD 2.860 (3.259)] 2024-10-14 04:02:51,299 - Train: 62.27% [779050/1251000] [622.7/1000.0] [batch_t 0.230 (0.231)] [data_t 0.009] [optim_t 0.221] [lr 0.000956] [CE 3.934 (4.176)] [KD 3.100 (3.259)] 2024-10-14 04:03:02,893 - Train: 62.28% [779100/1251000] [622.8/1000.0] [batch_t 0.241 (0.232)] [data_t 0.009] [optim_t 0.232] [lr 0.000956] [CE 4.214 (4.262)] [KD 3.363 (3.314)] 2024-10-14 04:03:15,049 - Train: 62.28% [779150/1251000] [622.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.000956] [CE 4.640 (4.252)] [KD 3.395 (3.286)] 2024-10-14 04:03:26,947 - Train: 62.29% [779200/1251000] [622.9/1000.0] [batch_t 0.230 (0.238)] [data_t 0.008] [optim_t 0.222] [lr 0.000956] [CE 4.026 (4.254)] [KD 3.382 (3.341)] 2024-10-14 04:03:38,801 - Train: 62.29% [779250/1251000] [622.9/1000.0] [batch_t 0.217 (0.237)] [data_t 0.007] [optim_t 0.209] [lr 0.000956] [CE 3.786 (4.190)] [KD 2.990 (3.276)] 2024-10-14 04:03:50,425 - Train: 62.29% [779300/1251000] [622.9/1000.0] [batch_t 0.218 (0.232)] [data_t 0.007] [optim_t 0.211] [lr 0.000956] [CE 4.243 (4.212)] [KD 3.253 (3.251)] 2024-10-14 04:04:02,179 - Train: 62.30% [779350/1251000] [623.0/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000955] [CE 4.171 (4.217)] [KD 3.260 (3.310)] 2024-10-14 04:04:15,371 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.153)] [top1_cnt 37900] [top5_cnt 46454] [top_all 50000] 2024-10-14 04:04:15,372 - net: 75.800 (92.908) 2024-10-14 04:04:24,325 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 39640] [top5_cnt 47235] [top_all 50000] 2024-10-14 04:04:24,326 - net_E: 79.280 (94.470) 2024-10-14 04:04:24,520 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.280 (epoch: 623)] 2024-10-14 04:04:24,520 - ==> Total time: 2 days, 7:26:17 Eta: 1 day, 9:32:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:04:44,103 - Train: 62.30% [779400/1251000] [623.0/1000.0] [batch_t 0.227 (0.255)] [data_t 0.009] [optim_t 0.219] [lr 0.000955] [CE 4.135 (4.163)] [KD 3.443 (3.273)] 2024-10-14 04:04:55,853 - Train: 62.31% [779450/1251000] [623.1/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.215] [lr 0.000955] [CE 4.610 (4.200)] [KD 3.432 (3.289)] 2024-10-14 04:05:08,336 - Train: 62.31% [779500/1251000] [623.1/1000.0] [batch_t 0.221 (0.249)] [data_t 0.009] [optim_t 0.212] [lr 0.000955] [CE 4.517 (4.285)] [KD 3.522 (3.304)] 2024-10-14 04:05:19,891 - Train: 62.31% [779550/1251000] [623.1/1000.0] [batch_t 0.220 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.000955] [CE 4.341 (4.241)] [KD 3.293 (3.324)] 2024-10-14 04:05:31,357 - Train: 62.32% [779600/1251000] [623.2/1000.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.212] [lr 0.000955] [CE 3.898 (4.319)] [KD 3.426 (3.367)] 2024-10-14 04:05:43,140 - Train: 62.32% [779650/1251000] [623.2/1000.0] [batch_t 0.212 (0.236)] [data_t 0.010] [optim_t 0.203] [lr 0.000954] [CE 3.886 (4.186)] [KD 3.014 (3.267)] 2024-10-14 04:05:54,771 - Train: 62.33% [779700/1251000] [623.3/1000.0] [batch_t 0.236 (0.232)] [data_t 0.009] [optim_t 0.227] [lr 0.000954] [CE 4.041 (4.167)] [KD 3.392 (3.261)] 2024-10-14 04:06:06,428 - Train: 62.33% [779750/1251000] [623.3/1000.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.000954] [CE 4.317 (4.184)] [KD 3.367 (3.281)] 2024-10-14 04:06:18,358 - Train: 62.33% [779800/1251000] [623.3/1000.0] [batch_t 0.417 (0.238)] [data_t 0.009] [optim_t 0.409] [lr 0.000954] [CE 3.906 (4.274)] [KD 3.060 (3.319)] 2024-10-14 04:06:30,549 - Train: 62.34% [779850/1251000] [623.4/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.000954] [CE 4.302 (4.266)] [KD 3.251 (3.329)] 2024-10-14 04:06:42,214 - Train: 62.34% [779900/1251000] [623.4/1000.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.000954] [CE 4.469 (4.223)] [KD 3.337 (3.282)] 2024-10-14 04:06:53,761 - Train: 62.35% [779950/1251000] [623.5/1000.0] [batch_t 0.227 (0.231)] [data_t 0.008] [optim_t 0.219] [lr 0.000953] [CE 3.638 (4.228)] [KD 2.949 (3.312)] 2024-10-14 04:07:05,663 - Train: 62.35% [780000/1251000] [623.5/1000.0] [batch_t 0.247 (0.238)] [data_t 0.008] [optim_t 0.239] [lr 0.000953] [CE 4.291 (4.176)] [KD 3.241 (3.293)] 2024-10-14 04:07:18,089 - Train: 62.35% [780050/1251000] [623.5/1000.0] [batch_t 0.216 (0.248)] [data_t 0.007] [optim_t 0.209] [lr 0.000953] [CE 4.186 (4.176)] [KD 3.594 (3.287)] 2024-10-14 04:07:30,178 - Train: 62.36% [780100/1251000] [623.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.006] [optim_t 0.230] [lr 0.000953] [CE 4.061 (4.217)] [KD 3.374 (3.312)] 2024-10-14 04:07:42,528 - Train: 62.36% [780150/1251000] [623.6/1000.0] [batch_t 0.224 (0.247)] [data_t 0.007] [optim_t 0.217] [lr 0.000953] [CE 4.443 (4.243)] [KD 3.326 (3.339)] 2024-10-14 04:07:54,012 - Train: 62.37% [780200/1251000] [623.7/1000.0] [batch_t 0.223 (0.229)] [data_t 0.007] [optim_t 0.216] [lr 0.000952] [CE 4.134 (4.199)] [KD 3.267 (3.339)] 2024-10-14 04:08:06,081 - Train: 62.37% [780250/1251000] [623.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.006] [optim_t 0.225] [lr 0.000952] [CE 4.225 (4.251)] [KD 3.342 (3.348)] 2024-10-14 04:08:18,329 - Train: 62.37% [780300/1251000] [623.7/1000.0] [batch_t 0.229 (0.245)] [data_t 0.010] [optim_t 0.219] [lr 0.000952] [CE 4.139 (4.243)] [KD 3.231 (3.327)] 2024-10-14 04:08:30,097 - Train: 62.38% [780350/1251000] [623.8/1000.0] [batch_t 0.211 (0.235)] [data_t 0.008] [optim_t 0.203] [lr 0.000952] [CE 4.451 (4.148)] [KD 3.466 (3.271)] 2024-10-14 04:08:41,427 - Train: 62.38% [780400/1251000] [623.8/1000.0] [batch_t 0.232 (0.226)] [data_t 0.009] [optim_t 0.224] [lr 0.000952] [CE 3.692 (4.201)] [KD 3.204 (3.286)] 2024-10-14 04:08:53,638 - Train: 62.39% [780450/1251000] [623.9/1000.0] [batch_t 0.221 (0.244)] [data_t 0.007] [optim_t 0.214] [lr 0.000952] [CE 4.201 (4.184)] [KD 3.356 (3.289)] 2024-10-14 04:09:05,736 - Train: 62.39% [780500/1251000] [623.9/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.000951] [CE 4.591 (4.279)] [KD 3.603 (3.315)] 2024-10-14 04:09:17,614 - Train: 62.39% [780550/1251000] [623.9/1000.0] [batch_t 0.223 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.000951] [CE 4.533 (4.297)] [KD 3.422 (3.349)] 2024-10-14 04:09:29,339 - Train: 62.40% [780600/1251000] [624.0/1000.0] [batch_t 0.245 (0.234)] [data_t 0.008] [optim_t 0.236] [lr 0.000951] [CE 4.298 (4.250)] [KD 3.607 (3.318)] 2024-10-14 04:09:42,726 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.151)] [top1_cnt 38071] [top5_cnt 46542] [top_all 50000] 2024-10-14 04:09:42,727 - net: 76.142 (93.084) 2024-10-14 04:09:51,685 - Test (net_E): 100.00% [50/50] [batch_t 0.254 (0.163)] [top1_cnt 39648] [top5_cnt 47238] [top_all 50000] 2024-10-14 04:09:51,686 - net_E: 79.296 (94.476) 2024-10-14 04:09:51,856 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.296 (epoch: 624)] 2024-10-14 04:09:51,857 - ==> Total time: 2 days, 7:31:44 Eta: 1 day, 9:27:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:10:13,645 - Train: 62.40% [780650/1251000] [624.0/1000.0] [batch_t 0.214 (0.257)] [data_t 0.006] [optim_t 0.208] [lr 0.000951] [CE 3.767 (4.190)] [KD 3.218 (3.253)] 2024-10-14 04:10:25,493 - Train: 62.41% [780700/1251000] [624.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000951] [CE 4.036 (4.168)] [KD 3.093 (3.207)] 2024-10-14 04:10:37,908 - Train: 62.41% [780750/1251000] [624.1/1000.0] [batch_t 0.222 (0.248)] [data_t 0.007] [optim_t 0.215] [lr 0.000951] [CE 4.105 (4.222)] [KD 3.221 (3.249)] 2024-10-14 04:10:49,286 - Train: 62.41% [780800/1251000] [624.1/1000.0] [batch_t 0.231 (0.227)] [data_t 0.009] [optim_t 0.222] [lr 0.000950] [CE 4.578 (4.219)] [KD 3.512 (3.296)] 2024-10-14 04:11:00,584 - Train: 62.42% [780850/1251000] [624.2/1000.0] [batch_t 0.228 (0.226)] [data_t 0.006] [optim_t 0.221] [lr 0.000950] [CE 4.507 (4.298)] [KD 3.551 (3.372)] 2024-10-14 04:11:12,508 - Train: 62.42% [780900/1251000] [624.2/1000.0] [batch_t 0.241 (0.238)] [data_t 0.010] [optim_t 0.231] [lr 0.000950] [CE 4.453 (4.220)] [KD 3.448 (3.302)] 2024-10-14 04:11:24,246 - Train: 62.43% [780950/1251000] [624.3/1000.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.000950] [CE 4.120 (4.234)] [KD 3.040 (3.298)] 2024-10-14 04:11:36,040 - Train: 62.43% [781000/1251000] [624.3/1000.0] [batch_t 0.247 (0.236)] [data_t 0.008] [optim_t 0.238] [lr 0.000950] [CE 4.261 (4.227)] [KD 3.245 (3.293)] 2024-10-14 04:11:48,356 - Train: 62.43% [781050/1251000] [624.3/1000.0] [batch_t 0.434 (0.246)] [data_t 0.008] [optim_t 0.426] [lr 0.000950] [CE 3.995 (4.235)] [KD 3.048 (3.291)] 2024-10-14 04:11:59,881 - Train: 62.44% [781100/1251000] [624.4/1000.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.000949] [CE 4.086 (4.199)] [KD 3.566 (3.311)] 2024-10-14 04:12:11,490 - Train: 62.44% [781150/1251000] [624.4/1000.0] [batch_t 0.230 (0.232)] [data_t 0.006] [optim_t 0.224] [lr 0.000949] [CE 4.236 (4.209)] [KD 3.230 (3.323)] 2024-10-14 04:12:23,287 - Train: 62.45% [781200/1251000] [624.5/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.222] [lr 0.000949] [CE 4.856 (4.131)] [KD 3.541 (3.224)] 2024-10-14 04:12:34,929 - Train: 62.45% [781250/1251000] [624.5/1000.0] [batch_t 0.238 (0.233)] [data_t 0.010] [optim_t 0.228] [lr 0.000949] [CE 4.129 (4.142)] [KD 3.069 (3.227)] 2024-10-14 04:12:47,041 - Train: 62.45% [781300/1251000] [624.5/1000.0] [batch_t 0.229 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.000949] [CE 4.458 (4.234)] [KD 3.231 (3.285)] 2024-10-14 04:12:59,307 - Train: 62.46% [781350/1251000] [624.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.006] [optim_t 0.227] [lr 0.000949] [CE 4.367 (4.197)] [KD 3.220 (3.252)] 2024-10-14 04:13:11,405 - Train: 62.46% [781400/1251000] [624.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.000948] [CE 4.441 (4.195)] [KD 3.325 (3.266)] 2024-10-14 04:13:23,138 - Train: 62.47% [781450/1251000] [624.7/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.225] [lr 0.000948] [CE 4.485 (4.142)] [KD 3.391 (3.242)] 2024-10-14 04:13:35,129 - Train: 62.47% [781500/1251000] [624.7/1000.0] [batch_t 0.221 (0.240)] [data_t 0.007] [optim_t 0.214] [lr 0.000948] [CE 3.829 (4.117)] [KD 3.082 (3.279)] 2024-10-14 04:13:46,764 - Train: 62.47% [781550/1251000] [624.7/1000.0] [batch_t 0.248 (0.233)] [data_t 0.010] [optim_t 0.239] [lr 0.000948] [CE 4.291 (4.167)] [KD 3.333 (3.260)] 2024-10-14 04:13:58,454 - Train: 62.48% [781600/1251000] [624.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000948] [CE 4.140 (4.208)] [KD 3.278 (3.286)] 2024-10-14 04:14:10,604 - Train: 62.48% [781650/1251000] [624.8/1000.0] [batch_t 0.218 (0.243)] [data_t 0.009] [optim_t 0.209] [lr 0.000947] [CE 4.180 (4.298)] [KD 3.184 (3.314)] 2024-10-14 04:14:22,543 - Train: 62.49% [781700/1251000] [624.9/1000.0] [batch_t 0.227 (0.239)] [data_t 0.011] [optim_t 0.216] [lr 0.000947] [CE 4.560 (4.297)] [KD 3.447 (3.339)] 2024-10-14 04:14:34,263 - Train: 62.49% [781750/1251000] [624.9/1000.0] [batch_t 0.233 (0.234)] [data_t 0.010] [optim_t 0.223] [lr 0.000947] [CE 4.502 (4.222)] [KD 3.412 (3.329)] 2024-10-14 04:14:46,103 - Train: 62.49% [781800/1251000] [624.9/1000.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.000947] [CE 4.984 (4.245)] [KD 3.618 (3.284)] 2024-10-14 04:14:57,814 - Train: 62.50% [781850/1251000] [625.0/1000.0] [batch_t 0.251 (0.234)] [data_t 0.007] [optim_t 0.244] [lr 0.000947] [CE 4.041 (4.215)] [KD 3.127 (3.323)] 2024-10-14 04:15:11,943 - Test (net): 100.00% [50/50] [batch_t 0.149 (0.159)] [top1_cnt 37880] [top5_cnt 46485] [top_all 50000] 2024-10-14 04:15:11,943 - net: 75.760 (92.970) 2024-10-14 04:15:20,932 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 39628] [top5_cnt 47239] [top_all 50000] 2024-10-14 04:15:20,933 - net_E: 79.256 (94.478) 2024-10-14 04:15:21,128 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.296 (epoch: 624)] 2024-10-14 04:15:21,129 - ==> Total time: 2 days, 7:37:13 Eta: 1 day, 9:22:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:15:31,195 - Train: 62.50% [781900/1251000] [625.0/1000.0] [batch_t 0.470 (0.270)] [data_t 0.011] [optim_t 0.459] [lr 0.000947] [CE 4.311 (4.266)] [KD 3.487 (3.312)] 2024-10-14 04:15:42,972 - Train: 62.51% [781950/1251000] [625.1/1000.0] [batch_t 0.218 (0.235)] [data_t 0.007] [optim_t 0.211] [lr 0.000946] [CE 4.584 (4.260)] [KD 3.453 (3.309)] 2024-10-14 04:15:55,150 - Train: 62.51% [782000/1251000] [625.1/1000.0] [batch_t 0.230 (0.243)] [data_t 0.006] [optim_t 0.223] [lr 0.000946] [CE 4.484 (4.276)] [KD 3.562 (3.320)] 2024-10-14 04:16:07,460 - Train: 62.51% [782050/1251000] [625.1/1000.0] [batch_t 0.224 (0.246)] [data_t 0.009] [optim_t 0.216] [lr 0.000946] [CE 3.979 (4.200)] [KD 3.126 (3.288)] 2024-10-14 04:16:19,109 - Train: 62.52% [782100/1251000] [625.2/1000.0] [batch_t 0.234 (0.233)] [data_t 0.010] [optim_t 0.224] [lr 0.000946] [CE 4.189 (4.211)] [KD 3.360 (3.300)] 2024-10-14 04:16:31,214 - Train: 62.52% [782150/1251000] [625.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.010] [optim_t 0.229] [lr 0.000946] [CE 4.287 (4.164)] [KD 3.426 (3.274)] 2024-10-14 04:16:43,424 - Train: 62.53% [782200/1251000] [625.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000946] [CE 4.595 (4.214)] [KD 3.733 (3.289)] 2024-10-14 04:16:55,226 - Train: 62.53% [782250/1251000] [625.3/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.000945] [CE 4.498 (4.225)] [KD 3.371 (3.285)] 2024-10-14 04:17:07,126 - Train: 62.53% [782300/1251000] [625.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.006] [optim_t 0.225] [lr 0.000945] [CE 3.948 (4.304)] [KD 3.055 (3.340)] 2024-10-14 04:17:19,903 - Train: 62.54% [782350/1251000] [625.4/1000.0] [batch_t 0.253 (0.255)] [data_t 0.007] [optim_t 0.247] [lr 0.000945] [CE 4.119 (4.296)] [KD 3.266 (3.301)] 2024-10-14 04:17:32,251 - Train: 62.54% [782400/1251000] [625.4/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000945] [CE 4.130 (4.248)] [KD 3.356 (3.316)] 2024-10-14 04:17:44,067 - Train: 62.55% [782450/1251000] [625.5/1000.0] [batch_t 0.239 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.000945] [CE 4.239 (4.169)] [KD 3.445 (3.253)] 2024-10-14 04:17:55,896 - Train: 62.55% [782500/1251000] [625.5/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000945] [CE 3.770 (4.162)] [KD 3.035 (3.288)] 2024-10-14 04:18:08,560 - Train: 62.55% [782550/1251000] [625.5/1000.0] [batch_t 0.236 (0.253)] [data_t 0.010] [optim_t 0.226] [lr 0.000944] [CE 4.571 (4.265)] [KD 3.454 (3.299)] 2024-10-14 04:18:20,883 - Train: 62.56% [782600/1251000] [625.6/1000.0] [batch_t 0.231 (0.246)] [data_t 0.008] [optim_t 0.223] [lr 0.000944] [CE 4.534 (4.272)] [KD 3.488 (3.311)] 2024-10-14 04:18:32,796 - Train: 62.56% [782650/1251000] [625.6/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.221] [lr 0.000944] [CE 4.331 (4.267)] [KD 3.283 (3.319)] 2024-10-14 04:18:44,863 - Train: 62.57% [782700/1251000] [625.7/1000.0] [batch_t 0.216 (0.241)] [data_t 0.009] [optim_t 0.207] [lr 0.000944] [CE 3.967 (4.241)] [KD 3.020 (3.341)] 2024-10-14 04:18:56,898 - Train: 62.57% [782750/1251000] [625.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.007] [optim_t 0.235] [lr 0.000944] [CE 4.397 (4.175)] [KD 3.440 (3.297)] 2024-10-14 04:19:09,147 - Train: 62.57% [782800/1251000] [625.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.011] [optim_t 0.227] [lr 0.000944] [CE 4.206 (4.133)] [KD 3.503 (3.245)] 2024-10-14 04:19:20,910 - Train: 62.58% [782850/1251000] [625.8/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000943] [CE 4.261 (4.199)] [KD 3.570 (3.268)] 2024-10-14 04:19:32,736 - Train: 62.58% [782900/1251000] [625.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.010] [optim_t 0.224] [lr 0.000943] [CE 4.443 (4.177)] [KD 3.529 (3.280)] 2024-10-14 04:19:45,282 - Train: 62.59% [782950/1251000] [625.9/1000.0] [batch_t 0.231 (0.251)] [data_t 0.007] [optim_t 0.224] [lr 0.000943] [CE 4.264 (4.261)] [KD 3.259 (3.294)] 2024-10-14 04:19:57,916 - Train: 62.59% [783000/1251000] [625.9/1000.0] [batch_t 0.225 (0.253)] [data_t 0.010] [optim_t 0.216] [lr 0.000943] [CE 3.954 (4.120)] [KD 3.270 (3.258)] 2024-10-14 04:20:09,559 - Train: 62.59% [783050/1251000] [625.9/1000.0] [batch_t 0.226 (0.233)] [data_t 0.007] [optim_t 0.220] [lr 0.000943] [CE 3.761 (4.185)] [KD 3.240 (3.260)] 2024-10-14 04:20:21,391 - Train: 62.60% [783100/1251000] [626.0/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.000943] [CE 4.660 (4.292)] [KD 3.653 (3.359)] 2024-10-14 04:20:35,843 - Test (net): 100.00% [50/50] [batch_t 0.076 (0.153)] [top1_cnt 38134] [top5_cnt 46557] [top_all 50000] 2024-10-14 04:20:35,844 - net: 76.268 (93.114) 2024-10-14 04:20:44,872 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 39630] [top5_cnt 47242] [top_all 50000] 2024-10-14 04:20:44,873 - net_E: 79.260 (94.484) 2024-10-14 04:20:45,070 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.296 (epoch: 624)] 2024-10-14 04:20:45,071 - ==> Total time: 2 days, 7:42:37 Eta: 1 day, 9:17:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:20:54,347 - Train: 62.60% [783150/1251000] [626.0/1000.0] [batch_t 0.227 (0.265)] [data_t 0.007] [optim_t 0.220] [lr 0.000942] [CE 4.468 (4.251)] [KD 3.653 (3.307)] 2024-10-14 04:21:06,614 - Train: 62.61% [783200/1251000] [626.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.000942] [CE 4.314 (4.155)] [KD 3.340 (3.257)] 2024-10-14 04:21:18,752 - Train: 62.61% [783250/1251000] [626.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.000942] [CE 4.596 (4.241)] [KD 3.418 (3.292)] 2024-10-14 04:21:30,449 - Train: 62.61% [783300/1251000] [626.1/1000.0] [batch_t 0.239 (0.234)] [data_t 0.007] [optim_t 0.232] [lr 0.000942] [CE 3.799 (4.206)] [KD 3.015 (3.259)] 2024-10-14 04:21:42,548 - Train: 62.62% [783350/1251000] [626.2/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000942] [CE 4.399 (4.184)] [KD 3.511 (3.278)] 2024-10-14 04:21:54,504 - Train: 62.62% [783400/1251000] [626.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.000941] [CE 4.495 (4.137)] [KD 3.480 (3.220)] 2024-10-14 04:22:06,821 - Train: 62.63% [783450/1251000] [626.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.007] [optim_t 0.228] [lr 0.000941] [CE 4.265 (4.263)] [KD 3.088 (3.353)] 2024-10-14 04:22:18,615 - Train: 62.63% [783500/1251000] [626.3/1000.0] [batch_t 0.225 (0.236)] [data_t 0.006] [optim_t 0.219] [lr 0.000941] [CE 4.451 (4.253)] [KD 3.305 (3.354)] 2024-10-14 04:22:31,635 - Train: 62.63% [783550/1251000] [626.3/1000.0] [batch_t 0.226 (0.260)] [data_t 0.010] [optim_t 0.216] [lr 0.000941] [CE 4.141 (4.237)] [KD 3.142 (3.307)] 2024-10-14 04:22:43,505 - Train: 62.64% [783600/1251000] [626.4/1000.0] [batch_t 0.245 (0.237)] [data_t 0.006] [optim_t 0.238] [lr 0.000941] [CE 4.663 (4.268)] [KD 3.508 (3.313)] 2024-10-14 04:22:55,854 - Train: 62.64% [783650/1251000] [626.4/1000.0] [batch_t 0.249 (0.247)] [data_t 0.006] [optim_t 0.242] [lr 0.000941] [CE 4.841 (4.215)] [KD 3.680 (3.274)] 2024-10-14 04:23:08,196 - Train: 62.65% [783700/1251000] [626.5/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000940] [CE 3.866 (4.282)] [KD 3.097 (3.284)] 2024-10-14 04:23:20,417 - Train: 62.65% [783750/1251000] [626.5/1000.0] [batch_t 0.230 (0.244)] [data_t 0.010] [optim_t 0.220] [lr 0.000940] [CE 4.352 (4.301)] [KD 3.707 (3.309)] 2024-10-14 04:23:32,512 - Train: 62.65% [783800/1251000] [626.5/1000.0] [batch_t 0.275 (0.242)] [data_t 0.010] [optim_t 0.264] [lr 0.000940] [CE 3.341 (4.209)] [KD 2.892 (3.344)] 2024-10-14 04:23:45,052 - Train: 62.66% [783850/1251000] [626.6/1000.0] [batch_t 0.227 (0.251)] [data_t 0.009] [optim_t 0.218] [lr 0.000940] [CE 4.247 (4.182)] [KD 3.226 (3.307)] 2024-10-14 04:23:57,089 - Train: 62.66% [783900/1251000] [626.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.007] [optim_t 0.230] [lr 0.000940] [CE 4.276 (4.193)] [KD 3.349 (3.304)] 2024-10-14 04:24:09,193 - Train: 62.67% [783950/1251000] [626.7/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.220] [lr 0.000940] [CE 4.170 (4.247)] [KD 3.258 (3.326)] 2024-10-14 04:24:21,352 - Train: 62.67% [784000/1251000] [626.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.012] [optim_t 0.222] [lr 0.000939] [CE 4.396 (4.233)] [KD 3.384 (3.313)] 2024-10-14 04:24:33,304 - Train: 62.67% [784050/1251000] [626.7/1000.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.000939] [CE 4.143 (4.168)] [KD 3.195 (3.271)] 2024-10-14 04:24:44,838 - Train: 62.68% [784100/1251000] [626.8/1000.0] [batch_t 0.235 (0.230)] [data_t 0.009] [optim_t 0.226] [lr 0.000939] [CE 4.417 (4.207)] [KD 3.422 (3.271)] 2024-10-14 04:24:57,344 - Train: 62.68% [784150/1251000] [626.8/1000.0] [batch_t 0.241 (0.250)] [data_t 0.007] [optim_t 0.233] [lr 0.000939] [CE 3.773 (4.208)] [KD 2.997 (3.259)] 2024-10-14 04:25:09,803 - Train: 62.69% [784200/1251000] [626.9/1000.0] [batch_t 0.230 (0.249)] [data_t 0.007] [optim_t 0.223] [lr 0.000939] [CE 4.224 (4.189)] [KD 3.410 (3.244)] 2024-10-14 04:25:22,196 - Train: 62.69% [784250/1251000] [626.9/1000.0] [batch_t 0.232 (0.248)] [data_t 0.010] [optim_t 0.222] [lr 0.000939] [CE 4.434 (4.284)] [KD 3.459 (3.337)] 2024-10-14 04:25:34,186 - Train: 62.69% [784300/1251000] [626.9/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.000938] [CE 4.154 (4.302)] [KD 3.266 (3.327)] 2024-10-14 04:25:46,456 - Train: 62.70% [784350/1251000] [627.0/1000.0] [batch_t 0.237 (0.245)] [data_t 0.007] [optim_t 0.230] [lr 0.000938] [CE 4.569 (4.190)] [KD 3.238 (3.257)] 2024-10-14 04:26:01,575 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.165)] [top1_cnt 37984] [top5_cnt 46593] [top_all 50000] 2024-10-14 04:26:01,576 - net: 75.968 (93.186) 2024-10-14 04:26:10,637 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 39653] [top5_cnt 47249] [top_all 50000] 2024-10-14 04:26:10,638 - net_E: 79.306 (94.498) 2024-10-14 04:26:10,854 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.306 (epoch: 627)] 2024-10-14 04:26:10,854 - ==> Total time: 2 days, 7:48:03 Eta: 1 day, 9:11:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:26:29,446 - Train: 62.70% [784400/1251000] [627.0/1000.0] [batch_t 0.247 (0.268)] [data_t 0.008] [optim_t 0.240] [lr 0.000938] [CE 3.547 (4.248)] [KD 2.977 (3.282)] 2024-10-14 04:26:42,095 - Train: 62.71% [784450/1251000] [627.1/1000.0] [batch_t 0.257 (0.253)] [data_t 0.007] [optim_t 0.250] [lr 0.000938] [CE 3.528 (4.140)] [KD 3.001 (3.285)] 2024-10-14 04:26:54,784 - Train: 62.71% [784500/1251000] [627.1/1000.0] [batch_t 0.239 (0.254)] [data_t 0.006] [optim_t 0.232] [lr 0.000938] [CE 4.239 (4.233)] [KD 3.267 (3.320)] 2024-10-14 04:27:06,676 - Train: 62.71% [784550/1251000] [627.1/1000.0] [batch_t 0.248 (0.238)] [data_t 0.007] [optim_t 0.241] [lr 0.000938] [CE 4.278 (4.224)] [KD 3.437 (3.301)] 2024-10-14 04:27:18,157 - Train: 62.72% [784600/1251000] [627.2/1000.0] [batch_t 0.219 (0.229)] [data_t 0.008] [optim_t 0.211] [lr 0.000937] [CE 4.397 (4.235)] [KD 3.699 (3.291)] 2024-10-14 04:27:30,274 - Train: 62.72% [784650/1251000] [627.2/1000.0] [batch_t 0.244 (0.242)] [data_t 0.008] [optim_t 0.236] [lr 0.000937] [CE 4.362 (4.196)] [KD 3.358 (3.230)] 2024-10-14 04:27:42,182 - Train: 62.73% [784700/1251000] [627.3/1000.0] [batch_t 0.223 (0.238)] [data_t 0.006] [optim_t 0.217] [lr 0.000937] [CE 4.066 (4.233)] [KD 3.367 (3.303)] 2024-10-14 04:27:53,879 - Train: 62.73% [784750/1251000] [627.3/1000.0] [batch_t 0.241 (0.234)] [data_t 0.006] [optim_t 0.235] [lr 0.000937] [CE 3.667 (4.215)] [KD 2.885 (3.287)] 2024-10-14 04:28:05,819 - Train: 62.73% [784800/1251000] [627.3/1000.0] [batch_t 0.220 (0.239)] [data_t 0.008] [optim_t 0.212] [lr 0.000937] [CE 4.458 (4.246)] [KD 3.229 (3.299)] 2024-10-14 04:28:17,785 - Train: 62.74% [784850/1251000] [627.4/1000.0] [batch_t 0.243 (0.239)] [data_t 0.007] [optim_t 0.236] [lr 0.000936] [CE 3.652 (4.196)] [KD 2.955 (3.250)] 2024-10-14 04:28:29,371 - Train: 62.74% [784900/1251000] [627.4/1000.0] [batch_t 0.231 (0.232)] [data_t 0.010] [optim_t 0.221] [lr 0.000936] [CE 4.268 (4.209)] [KD 3.415 (3.230)] 2024-10-14 04:28:40,909 - Train: 62.75% [784950/1251000] [627.5/1000.0] [batch_t 0.213 (0.231)] [data_t 0.010] [optim_t 0.203] [lr 0.000936] [CE 4.432 (4.223)] [KD 3.330 (3.282)] 2024-10-14 04:28:52,438 - Train: 62.75% [785000/1251000] [627.5/1000.0] [batch_t 0.210 (0.230)] [data_t 0.007] [optim_t 0.203] [lr 0.000936] [CE 4.563 (4.195)] [KD 3.504 (3.266)] 2024-10-14 04:29:04,345 - Train: 62.75% [785050/1251000] [627.5/1000.0] [batch_t 0.213 (0.238)] [data_t 0.007] [optim_t 0.207] [lr 0.000936] [CE 4.544 (4.260)] [KD 3.628 (3.305)] 2024-10-14 04:29:16,348 - Train: 62.76% [785100/1251000] [627.6/1000.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.000936] [CE 4.571 (4.238)] [KD 3.355 (3.305)] 2024-10-14 04:29:28,268 - Train: 62.76% [785150/1251000] [627.6/1000.0] [batch_t 0.217 (0.238)] [data_t 0.007] [optim_t 0.211] [lr 0.000935] [CE 4.382 (4.265)] [KD 3.245 (3.309)] 2024-10-14 04:29:39,679 - Train: 62.77% [785200/1251000] [627.7/1000.0] [batch_t 0.216 (0.228)] [data_t 0.010] [optim_t 0.206] [lr 0.000935] [CE 4.358 (4.175)] [KD 3.308 (3.274)] 2024-10-14 04:29:51,586 - Train: 62.77% [785250/1251000] [627.7/1000.0] [batch_t 0.213 (0.238)] [data_t 0.008] [optim_t 0.205] [lr 0.000935] [CE 3.818 (4.149)] [KD 3.156 (3.231)] 2024-10-14 04:30:03,685 - Train: 62.77% [785300/1251000] [627.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.000935] [CE 3.816 (4.184)] [KD 3.156 (3.255)] 2024-10-14 04:30:15,317 - Train: 62.78% [785350/1251000] [627.8/1000.0] [batch_t 0.222 (0.232)] [data_t 0.010] [optim_t 0.212] [lr 0.000935] [CE 4.546 (4.271)] [KD 3.363 (3.319)] 2024-10-14 04:30:27,387 - Train: 62.78% [785400/1251000] [627.8/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.000935] [CE 4.090 (4.200)] [KD 3.087 (3.282)] 2024-10-14 04:30:39,746 - Train: 62.79% [785450/1251000] [627.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.006] [optim_t 0.234] [lr 0.000934] [CE 4.472 (4.272)] [KD 3.569 (3.350)] 2024-10-14 04:30:51,417 - Train: 62.79% [785500/1251000] [627.9/1000.0] [batch_t 0.238 (0.233)] [data_t 0.007] [optim_t 0.231] [lr 0.000934] [CE 3.915 (4.186)] [KD 3.256 (3.301)] 2024-10-14 04:31:03,070 - Train: 62.79% [785550/1251000] [627.9/1000.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.000934] [CE 3.985 (4.228)] [KD 3.057 (3.334)] 2024-10-14 04:31:15,290 - Train: 62.80% [785600/1251000] [628.0/1000.0] [batch_t 0.239 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.000934] [CE 4.621 (4.287)] [KD 3.411 (3.361)] 2024-10-14 04:31:30,690 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.172)] [top1_cnt 37896] [top5_cnt 46484] [top_all 50000] 2024-10-14 04:31:30,691 - net: 75.792 (92.968) 2024-10-14 04:31:39,414 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.158)] [top1_cnt 39649] [top5_cnt 47242] [top_all 50000] 2024-10-14 04:31:39,415 - net_E: 79.298 (94.484) 2024-10-14 04:31:39,631 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.306 (epoch: 627)] 2024-10-14 04:31:39,632 - ==> Total time: 2 days, 7:53:32 Eta: 1 day, 9:06:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:31:48,645 - Train: 62.80% [785650/1251000] [628.0/1000.0] [batch_t 0.248 (0.271)] [data_t 0.010] [optim_t 0.239] [lr 0.000934] [CE 3.809 (4.178)] [KD 3.069 (3.259)] 2024-10-14 04:32:00,931 - Train: 62.81% [785700/1251000] [628.1/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000934] [CE 3.977 (4.174)] [KD 3.368 (3.230)] 2024-10-14 04:32:12,686 - Train: 62.81% [785750/1251000] [628.1/1000.0] [batch_t 0.221 (0.235)] [data_t 0.011] [optim_t 0.211] [lr 0.000933] [CE 3.961 (4.260)] [KD 2.982 (3.296)] 2024-10-14 04:32:24,630 - Train: 62.81% [785800/1251000] [628.1/1000.0] [batch_t 0.246 (0.239)] [data_t 0.011] [optim_t 0.236] [lr 0.000933] [CE 3.776 (4.208)] [KD 2.919 (3.270)] 2024-10-14 04:32:36,742 - Train: 62.82% [785850/1251000] [628.2/1000.0] [batch_t 0.268 (0.242)] [data_t 0.007] [optim_t 0.261] [lr 0.000933] [CE 4.286 (4.189)] [KD 3.340 (3.228)] 2024-10-14 04:32:48,898 - Train: 62.82% [785900/1251000] [628.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.000933] [CE 4.752 (4.238)] [KD 3.359 (3.276)] 2024-10-14 04:33:00,473 - Train: 62.83% [785950/1251000] [628.3/1000.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.217] [lr 0.000933] [CE 4.158 (4.233)] [KD 3.311 (3.285)] 2024-10-14 04:33:12,552 - Train: 62.83% [786000/1251000] [628.3/1000.0] [batch_t 0.229 (0.241)] [data_t 0.010] [optim_t 0.219] [lr 0.000933] [CE 3.836 (4.212)] [KD 3.251 (3.256)] 2024-10-14 04:33:24,402 - Train: 62.83% [786050/1251000] [628.3/1000.0] [batch_t 0.225 (0.237)] [data_t 0.008] [optim_t 0.217] [lr 0.000932] [CE 4.054 (4.272)] [KD 3.331 (3.300)] 2024-10-14 04:33:36,537 - Train: 62.84% [786100/1251000] [628.4/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.000932] [CE 4.695 (4.207)] [KD 3.449 (3.235)] 2024-10-14 04:33:48,857 - Train: 62.84% [786150/1251000] [628.4/1000.0] [batch_t 0.252 (0.246)] [data_t 0.006] [optim_t 0.246] [lr 0.000932] [CE 3.795 (4.261)] [KD 2.896 (3.270)] 2024-10-14 04:34:01,239 - Train: 62.85% [786200/1251000] [628.5/1000.0] [batch_t 0.227 (0.247)] [data_t 0.007] [optim_t 0.220] [lr 0.000932] [CE 4.321 (4.228)] [KD 3.215 (3.317)] 2024-10-14 04:34:12,916 - Train: 62.85% [786250/1251000] [628.5/1000.0] [batch_t 0.240 (0.233)] [data_t 0.009] [optim_t 0.232] [lr 0.000932] [CE 3.774 (4.203)] [KD 2.984 (3.253)] 2024-10-14 04:34:24,570 - Train: 62.85% [786300/1251000] [628.5/1000.0] [batch_t 0.226 (0.233)] [data_t 0.008] [optim_t 0.218] [lr 0.000932] [CE 4.272 (4.141)] [KD 3.302 (3.215)] 2024-10-14 04:34:37,038 - Train: 62.86% [786350/1251000] [628.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.230] [lr 0.000931] [CE 3.997 (4.153)] [KD 3.244 (3.252)] 2024-10-14 04:34:48,211 - Train: 62.86% [786400/1251000] [628.6/1000.0] [batch_t 0.235 (0.223)] [data_t 0.007] [optim_t 0.228] [lr 0.000931] [CE 4.553 (4.209)] [KD 3.475 (3.291)] 2024-10-14 04:34:59,836 - Train: 62.87% [786450/1251000] [628.7/1000.0] [batch_t 0.230 (0.232)] [data_t 0.007] [optim_t 0.223] [lr 0.000931] [CE 4.346 (4.274)] [KD 3.415 (3.334)] 2024-10-14 04:35:12,358 - Train: 62.87% [786500/1251000] [628.7/1000.0] [batch_t 0.225 (0.250)] [data_t 0.009] [optim_t 0.215] [lr 0.000931] [CE 4.305 (4.203)] [KD 3.180 (3.315)] 2024-10-14 04:35:24,103 - Train: 62.87% [786550/1251000] [628.7/1000.0] [batch_t 0.241 (0.235)] [data_t 0.010] [optim_t 0.231] [lr 0.000931] [CE 4.165 (4.194)] [KD 3.247 (3.274)] 2024-10-14 04:35:35,928 - Train: 62.88% [786600/1251000] [628.8/1000.0] [batch_t 0.212 (0.236)] [data_t 0.009] [optim_t 0.203] [lr 0.000930] [CE 4.313 (4.217)] [KD 3.383 (3.281)] 2024-10-14 04:35:48,225 - Train: 62.88% [786650/1251000] [628.8/1000.0] [batch_t 0.226 (0.246)] [data_t 0.009] [optim_t 0.216] [lr 0.000930] [CE 4.022 (4.180)] [KD 3.273 (3.245)] 2024-10-14 04:36:00,029 - Train: 62.89% [786700/1251000] [628.9/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.221] [lr 0.000930] [CE 4.977 (4.210)] [KD 3.805 (3.273)] 2024-10-14 04:36:11,803 - Train: 62.89% [786750/1251000] [628.9/1000.0] [batch_t 0.239 (0.235)] [data_t 0.011] [optim_t 0.228] [lr 0.000930] [CE 4.269 (4.226)] [KD 3.429 (3.270)] 2024-10-14 04:36:24,272 - Train: 62.89% [786800/1251000] [628.9/1000.0] [batch_t 0.243 (0.249)] [data_t 0.007] [optim_t 0.236] [lr 0.000930] [CE 4.204 (4.274)] [KD 3.349 (3.308)] 2024-10-14 04:36:36,013 - Train: 62.90% [786850/1251000] [629.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000930] [CE 4.736 (4.195)] [KD 3.584 (3.230)] 2024-10-14 04:36:51,686 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.170)] [top1_cnt 38010] [top5_cnt 46502] [top_all 50000] 2024-10-14 04:36:51,687 - net: 76.020 (93.004) 2024-10-14 04:37:00,720 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 39635] [top5_cnt 47257] [top_all 50000] 2024-10-14 04:37:00,721 - net_E: 79.270 (94.514) 2024-10-14 04:37:00,951 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.306 (epoch: 627)] 2024-10-14 04:37:00,952 - ==> Total time: 2 days, 7:58:53 Eta: 1 day, 9:01:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:37:12,158 - Train: 62.90% [786900/1251000] [629.0/1000.0] [batch_t 0.232 (0.254)] [data_t 0.007] [optim_t 0.225] [lr 0.000929] [CE 4.398 (4.211)] [KD 3.078 (3.262)] 2024-10-14 04:37:24,602 - Train: 62.91% [786950/1251000] [629.1/1000.0] [batch_t 0.228 (0.249)] [data_t 0.008] [optim_t 0.221] [lr 0.000929] [CE 4.439 (4.233)] [KD 3.565 (3.272)] 2024-10-14 04:37:36,763 - Train: 62.91% [787000/1251000] [629.1/1000.0] [batch_t 0.424 (0.243)] [data_t 0.009] [optim_t 0.414] [lr 0.000929] [CE 3.989 (4.134)] [KD 3.128 (3.218)] 2024-10-14 04:37:48,488 - Train: 62.91% [787050/1251000] [629.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.010] [optim_t 0.223] [lr 0.000929] [CE 3.882 (4.110)] [KD 3.324 (3.210)] 2024-10-14 04:38:00,444 - Train: 62.92% [787100/1251000] [629.2/1000.0] [batch_t 0.395 (0.239)] [data_t 0.006] [optim_t 0.388] [lr 0.000929] [CE 4.068 (4.188)] [KD 3.101 (3.225)] 2024-10-14 04:38:12,364 - Train: 62.92% [787150/1251000] [629.2/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.221] [lr 0.000929] [CE 4.631 (4.163)] [KD 3.531 (3.212)] 2024-10-14 04:38:23,789 - Train: 62.93% [787200/1251000] [629.3/1000.0] [batch_t 0.231 (0.228)] [data_t 0.010] [optim_t 0.221] [lr 0.000928] [CE 4.390 (4.165)] [KD 3.509 (3.287)] 2024-10-14 04:38:36,131 - Train: 62.93% [787250/1251000] [629.3/1000.0] [batch_t 0.234 (0.247)] [data_t 0.008] [optim_t 0.227] [lr 0.000928] [CE 4.751 (4.195)] [KD 3.840 (3.243)] 2024-10-14 04:38:47,908 - Train: 62.93% [787300/1251000] [629.3/1000.0] [batch_t 0.233 (0.235)] [data_t 0.011] [optim_t 0.222] [lr 0.000928] [CE 3.788 (4.173)] [KD 3.086 (3.215)] 2024-10-14 04:38:59,847 - Train: 62.94% [787350/1251000] [629.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000928] [CE 3.842 (4.225)] [KD 3.008 (3.278)] 2024-10-14 04:39:12,350 - Train: 62.94% [787400/1251000] [629.4/1000.0] [batch_t 0.248 (0.250)] [data_t 0.008] [optim_t 0.240] [lr 0.000928] [CE 4.791 (4.217)] [KD 3.459 (3.238)] 2024-10-14 04:39:24,581 - Train: 62.95% [787450/1251000] [629.5/1000.0] [batch_t 0.218 (0.244)] [data_t 0.010] [optim_t 0.208] [lr 0.000928] [CE 4.397 (4.124)] [KD 3.371 (3.175)] 2024-10-14 04:39:36,022 - Train: 62.95% [787500/1251000] [629.5/1000.0] [batch_t 0.231 (0.229)] [data_t 0.009] [optim_t 0.222] [lr 0.000927] [CE 4.297 (4.212)] [KD 3.148 (3.252)] 2024-10-14 04:39:48,641 - Train: 62.95% [787550/1251000] [629.5/1000.0] [batch_t 0.230 (0.252)] [data_t 0.009] [optim_t 0.221] [lr 0.000927] [CE 3.722 (4.202)] [KD 2.966 (3.221)] 2024-10-14 04:40:00,798 - Train: 62.96% [787600/1251000] [629.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.006] [optim_t 0.226] [lr 0.000927] [CE 4.451 (4.224)] [KD 3.500 (3.235)] 2024-10-14 04:40:12,718 - Train: 62.96% [787650/1251000] [629.6/1000.0] [batch_t 0.223 (0.238)] [data_t 0.006] [optim_t 0.217] [lr 0.000927] [CE 4.613 (4.230)] [KD 3.541 (3.321)] 2024-10-14 04:40:25,063 - Train: 62.97% [787700/1251000] [629.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000927] [CE 4.103 (4.145)] [KD 3.172 (3.265)] 2024-10-14 04:40:37,695 - Train: 62.97% [787750/1251000] [629.7/1000.0] [batch_t 0.223 (0.252)] [data_t 0.008] [optim_t 0.215] [lr 0.000927] [CE 4.132 (4.239)] [KD 3.253 (3.308)] 2024-10-14 04:40:49,432 - Train: 62.97% [787800/1251000] [629.7/1000.0] [batch_t 0.229 (0.235)] [data_t 0.008] [optim_t 0.222] [lr 0.000926] [CE 4.486 (4.221)] [KD 3.254 (3.261)] 2024-10-14 04:41:02,024 - Train: 62.98% [787850/1251000] [629.8/1000.0] [batch_t 0.258 (0.252)] [data_t 0.008] [optim_t 0.250] [lr 0.000926] [CE 4.357 (4.229)] [KD 3.279 (3.278)] 2024-10-14 04:41:14,106 - Train: 62.98% [787900/1251000] [629.8/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000926] [CE 4.171 (4.249)] [KD 3.506 (3.302)] 2024-10-14 04:41:26,167 - Train: 62.99% [787950/1251000] [629.9/1000.0] [batch_t 0.224 (0.241)] [data_t 0.006] [optim_t 0.218] [lr 0.000926] [CE 4.223 (4.254)] [KD 3.340 (3.316)] 2024-10-14 04:41:38,714 - Train: 62.99% [788000/1251000] [629.9/1000.0] [batch_t 0.216 (0.251)] [data_t 0.008] [optim_t 0.208] [lr 0.000926] [CE 4.042 (4.170)] [KD 3.202 (3.237)] 2024-10-14 04:41:50,809 - Train: 62.99% [788050/1251000] [629.9/1000.0] [batch_t 0.224 (0.242)] [data_t 0.007] [optim_t 0.217] [lr 0.000926] [CE 4.157 (4.234)] [KD 3.113 (3.291)] 2024-10-14 04:42:02,694 - Train: 63.00% [788100/1251000] [630.0/1000.0] [batch_t 0.246 (0.237)] [data_t 0.008] [optim_t 0.237] [lr 0.000925] [CE 4.303 (4.227)] [KD 3.205 (3.250)] 2024-10-14 04:42:20,420 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.194)] [top1_cnt 37851] [top5_cnt 46447] [top_all 50000] 2024-10-14 04:42:20,421 - net: 75.702 (92.894) 2024-10-14 04:42:29,348 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 39675] [top5_cnt 47263] [top_all 50000] 2024-10-14 04:42:29,348 - net_E: 79.350 (94.526) 2024-10-14 04:42:29,549 - Max [top1: 76.340 (epoch: 620)] [top1-ema: 79.350 (epoch: 630)] 2024-10-14 04:42:29,550 - ==> Total time: 2 days, 8:04:22 Eta: 1 day, 8:55:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:42:51,430 - Train: 63.00% [788150/1251000] [630.0/1000.0] [batch_t 0.225 (0.287)] [data_t 0.009] [optim_t 0.216] [lr 0.000925] [CE 4.859 (4.227)] [KD 3.769 (3.255)] 2024-10-14 04:43:03,228 - Train: 63.01% [788200/1251000] [630.1/1000.0] [batch_t 0.249 (0.236)] [data_t 0.006] [optim_t 0.242] [lr 0.000925] [CE 4.349 (4.223)] [KD 3.208 (3.218)] 2024-10-14 04:43:15,400 - Train: 63.01% [788250/1251000] [630.1/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.000925] [CE 4.261 (4.285)] [KD 3.306 (3.320)] 2024-10-14 04:43:27,886 - Train: 63.01% [788300/1251000] [630.1/1000.0] [batch_t 0.247 (0.250)] [data_t 0.009] [optim_t 0.238] [lr 0.000925] [CE 4.228 (4.207)] [KD 3.204 (3.261)] 2024-10-14 04:43:39,741 - Train: 63.02% [788350/1251000] [630.2/1000.0] [batch_t 0.225 (0.237)] [data_t 0.010] [optim_t 0.215] [lr 0.000924] [CE 4.325 (4.197)] [KD 3.284 (3.258)] 2024-10-14 04:43:51,388 - Train: 63.02% [788400/1251000] [630.2/1000.0] [batch_t 0.243 (0.233)] [data_t 0.008] [optim_t 0.235] [lr 0.000924] [CE 4.443 (4.180)] [KD 3.349 (3.246)] 2024-10-14 04:44:03,857 - Train: 63.03% [788450/1251000] [630.3/1000.0] [batch_t 0.253 (0.249)] [data_t 0.008] [optim_t 0.244] [lr 0.000924] [CE 4.366 (4.233)] [KD 3.046 (3.275)] 2024-10-14 04:44:15,737 - Train: 63.03% [788500/1251000] [630.3/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.000924] [CE 3.987 (4.168)] [KD 3.124 (3.227)] 2024-10-14 04:44:27,471 - Train: 63.03% [788550/1251000] [630.3/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.212] [lr 0.000924] [CE 3.668 (4.227)] [KD 3.042 (3.280)] 2024-10-14 04:44:39,617 - Train: 63.04% [788600/1251000] [630.4/1000.0] [batch_t 0.246 (0.243)] [data_t 0.010] [optim_t 0.236] [lr 0.000924] [CE 3.663 (4.185)] [KD 3.021 (3.236)] 2024-10-14 04:44:51,412 - Train: 63.04% [788650/1251000] [630.4/1000.0] [batch_t 0.224 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.000923] [CE 4.440 (4.277)] [KD 3.465 (3.305)] 2024-10-14 04:45:03,447 - Train: 63.05% [788700/1251000] [630.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000923] [CE 4.373 (4.223)] [KD 3.225 (3.281)] 2024-10-14 04:45:15,697 - Train: 63.05% [788750/1251000] [630.5/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.220] [lr 0.000923] [CE 4.021 (4.261)] [KD 3.036 (3.300)] 2024-10-14 04:45:27,808 - Train: 63.05% [788800/1251000] [630.5/1000.0] [batch_t 0.229 (0.242)] [data_t 0.006] [optim_t 0.223] [lr 0.000923] [CE 4.377 (4.250)] [KD 3.346 (3.304)] 2024-10-14 04:45:39,637 - Train: 63.06% [788850/1251000] [630.6/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.000923] [CE 4.259 (4.274)] [KD 3.247 (3.308)] 2024-10-14 04:45:51,811 - Train: 63.06% [788900/1251000] [630.6/1000.0] [batch_t 0.225 (0.243)] [data_t 0.007] [optim_t 0.218] [lr 0.000923] [CE 4.126 (4.112)] [KD 3.195 (3.195)] 2024-10-14 04:46:03,572 - Train: 63.07% [788950/1251000] [630.7/1000.0] [batch_t 0.231 (0.235)] [data_t 0.008] [optim_t 0.223] [lr 0.000922] [CE 4.030 (4.212)] [KD 3.287 (3.279)] 2024-10-14 04:46:15,246 - Train: 63.07% [789000/1251000] [630.7/1000.0] [batch_t 0.228 (0.233)] [data_t 0.010] [optim_t 0.218] [lr 0.000922] [CE 4.480 (4.238)] [KD 3.351 (3.262)] 2024-10-14 04:46:27,786 - Train: 63.07% [789050/1251000] [630.7/1000.0] [batch_t 0.230 (0.251)] [data_t 0.008] [optim_t 0.222] [lr 0.000922] [CE 3.954 (4.230)] [KD 3.101 (3.272)] 2024-10-14 04:46:39,634 - Train: 63.08% [789100/1251000] [630.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000922] [CE 3.930 (4.224)] [KD 3.137 (3.251)] 2024-10-14 04:46:51,444 - Train: 63.08% [789150/1251000] [630.8/1000.0] [batch_t 0.219 (0.236)] [data_t 0.010] [optim_t 0.209] [lr 0.000922] [CE 4.583 (4.253)] [KD 3.467 (3.245)] 2024-10-14 04:47:03,750 - Train: 63.09% [789200/1251000] [630.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000922] [CE 4.517 (4.162)] [KD 3.436 (3.249)] 2024-10-14 04:47:15,698 - Train: 63.09% [789250/1251000] [630.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.006] [optim_t 0.224] [lr 0.000921] [CE 4.238 (4.236)] [KD 3.277 (3.252)] 2024-10-14 04:47:27,636 - Train: 63.09% [789300/1251000] [630.9/1000.0] [batch_t 0.226 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.000921] [CE 4.453 (4.257)] [KD 3.401 (3.267)] 2024-10-14 04:47:39,911 - Train: 63.10% [789350/1251000] [631.0/1000.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.000921] [CE 4.297 (4.178)] [KD 3.319 (3.243)] 2024-10-14 04:47:55,982 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.163)] [top1_cnt 38200] [top5_cnt 46622] [top_all 50000] 2024-10-14 04:47:55,983 - net: 76.400 (93.244) 2024-10-14 04:48:05,223 - Test (net_E): 100.00% [50/50] [batch_t 0.063 (0.169)] [top1_cnt 39709] [top5_cnt 47284] [top_all 50000] 2024-10-14 04:48:05,224 - net_E: 79.418 (94.568) 2024-10-14 04:48:05,419 - Max [top1: 76.400 (epoch: 631)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 04:48:05,420 - ==> Total time: 2 days, 8:09:58 Eta: 1 day, 8:50:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:48:26,730 - Train: 63.10% [789400/1251000] [631.0/1000.0] [batch_t 0.230 (0.268)] [data_t 0.009] [optim_t 0.220] [lr 0.000921] [CE 4.229 (4.218)] [KD 3.108 (3.299)] 2024-10-14 04:48:38,870 - Train: 63.11% [789450/1251000] [631.1/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.000921] [CE 3.845 (4.254)] [KD 3.075 (3.248)] 2024-10-14 04:48:51,104 - Train: 63.11% [789500/1251000] [631.1/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.000921] [CE 4.478 (4.150)] [KD 3.292 (3.225)] 2024-10-14 04:49:03,046 - Train: 63.11% [789550/1251000] [631.1/1000.0] [batch_t 0.244 (0.239)] [data_t 0.010] [optim_t 0.233] [lr 0.000920] [CE 4.034 (4.214)] [KD 3.167 (3.267)] 2024-10-14 04:49:14,732 - Train: 63.12% [789600/1251000] [631.2/1000.0] [batch_t 0.239 (0.234)] [data_t 0.010] [optim_t 0.229] [lr 0.000920] [CE 4.045 (4.221)] [KD 3.294 (3.273)] 2024-10-14 04:49:27,150 - Train: 63.12% [789650/1251000] [631.2/1000.0] [batch_t 0.217 (0.248)] [data_t 0.007] [optim_t 0.210] [lr 0.000920] [CE 4.326 (4.149)] [KD 3.207 (3.186)] 2024-10-14 04:49:39,397 - Train: 63.13% [789700/1251000] [631.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.007] [optim_t 0.225] [lr 0.000920] [CE 4.345 (4.220)] [KD 3.378 (3.259)] 2024-10-14 04:49:51,206 - Train: 63.13% [789750/1251000] [631.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.010] [optim_t 0.223] [lr 0.000920] [CE 3.967 (4.273)] [KD 2.882 (3.272)] 2024-10-14 04:50:03,188 - Train: 63.13% [789800/1251000] [631.3/1000.0] [batch_t 0.436 (0.239)] [data_t 0.008] [optim_t 0.428] [lr 0.000920] [CE 4.020 (4.156)] [KD 2.961 (3.258)] 2024-10-14 04:50:15,146 - Train: 63.14% [789850/1251000] [631.4/1000.0] [batch_t 0.220 (0.239)] [data_t 0.008] [optim_t 0.212] [lr 0.000919] [CE 4.340 (4.267)] [KD 3.331 (3.282)] 2024-10-14 04:50:27,336 - Train: 63.14% [789900/1251000] [631.4/1000.0] [batch_t 0.247 (0.244)] [data_t 0.008] [optim_t 0.239] [lr 0.000919] [CE 4.602 (4.218)] [KD 3.350 (3.259)] 2024-10-14 04:50:39,191 - Train: 63.15% [789950/1251000] [631.5/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.000919] [CE 3.964 (4.166)] [KD 3.374 (3.222)] 2024-10-14 04:50:50,993 - Train: 63.15% [790000/1251000] [631.5/1000.0] [batch_t 0.239 (0.236)] [data_t 0.008] [optim_t 0.231] [lr 0.000919] [CE 3.970 (4.250)] [KD 3.107 (3.273)] 2024-10-14 04:51:03,383 - Train: 63.15% [790050/1251000] [631.5/1000.0] [batch_t 0.247 (0.248)] [data_t 0.007] [optim_t 0.240] [lr 0.000919] [CE 4.634 (4.246)] [KD 3.521 (3.299)] 2024-10-14 04:51:15,566 - Train: 63.16% [790100/1251000] [631.6/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.000919] [CE 4.567 (4.251)] [KD 3.289 (3.264)] 2024-10-14 04:51:27,583 - Train: 63.16% [790150/1251000] [631.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.000918] [CE 3.956 (4.205)] [KD 3.133 (3.258)] 2024-10-14 04:51:39,221 - Train: 63.17% [790200/1251000] [631.7/1000.0] [batch_t 0.241 (0.233)] [data_t 0.007] [optim_t 0.234] [lr 0.000918] [CE 4.213 (4.156)] [KD 3.313 (3.238)] 2024-10-14 04:51:51,443 - Train: 63.17% [790250/1251000] [631.7/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.000918] [CE 4.073 (4.226)] [KD 3.112 (3.224)] 2024-10-14 04:52:03,996 - Train: 63.17% [790300/1251000] [631.7/1000.0] [batch_t 0.245 (0.251)] [data_t 0.006] [optim_t 0.239] [lr 0.000918] [CE 4.517 (4.310)] [KD 3.450 (3.283)] 2024-10-14 04:52:15,913 - Train: 63.18% [790350/1251000] [631.8/1000.0] [batch_t 0.216 (0.238)] [data_t 0.007] [optim_t 0.209] [lr 0.000918] [CE 4.168 (4.177)] [KD 3.163 (3.235)] 2024-10-14 04:52:27,840 - Train: 63.18% [790400/1251000] [631.8/1000.0] [batch_t 0.221 (0.238)] [data_t 0.008] [optim_t 0.212] [lr 0.000917] [CE 4.413 (4.179)] [KD 3.447 (3.221)] 2024-10-14 04:52:39,835 - Train: 63.19% [790450/1251000] [631.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.008] [optim_t 0.225] [lr 0.000917] [CE 4.225 (4.165)] [KD 3.122 (3.214)] 2024-10-14 04:52:51,756 - Train: 63.19% [790500/1251000] [631.9/1000.0] [batch_t 0.227 (0.238)] [data_t 0.007] [optim_t 0.220] [lr 0.000917] [CE 4.165 (4.237)] [KD 3.328 (3.254)] 2024-10-14 04:53:03,919 - Train: 63.19% [790550/1251000] [631.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.006] [optim_t 0.226] [lr 0.000917] [CE 3.785 (4.217)] [KD 3.082 (3.286)] 2024-10-14 04:53:16,304 - Train: 63.20% [790600/1251000] [632.0/1000.0] [batch_t 0.229 (0.248)] [data_t 0.010] [optim_t 0.219] [lr 0.000917] [CE 4.022 (4.210)] [KD 3.076 (3.256)] 2024-10-14 04:53:32,518 - Test (net): 100.00% [50/50] [batch_t 0.317 (0.165)] [top1_cnt 37906] [top5_cnt 46451] [top_all 50000] 2024-10-14 04:53:32,519 - net: 75.812 (92.902) 2024-10-14 04:53:41,378 - Test (net_E): 100.00% [50/50] [batch_t 0.046 (0.161)] [top1_cnt 39681] [top5_cnt 47300] [top_all 50000] 2024-10-14 04:53:41,381 - net_E: 79.362 (94.600) 2024-10-14 04:53:41,596 - Max [top1: 76.400 (epoch: 631)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 04:53:41,596 - ==> Total time: 2 days, 8:15:34 Eta: 1 day, 8:45:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:53:49,443 - Train: 63.20% [790650/1251000] [632.0/1000.0] [batch_t 0.223 (0.272)] [data_t 0.012] [optim_t 0.211] [lr 0.000917] [CE 3.934 (4.159)] [KD 3.213 (3.241)] 2024-10-14 04:54:01,692 - Train: 63.21% [790700/1251000] [632.1/1000.0] [batch_t 0.253 (0.245)] [data_t 0.007] [optim_t 0.247] [lr 0.000916] [CE 4.378 (4.212)] [KD 3.391 (3.233)] 2024-10-14 04:54:14,326 - Train: 63.21% [790750/1251000] [632.1/1000.0] [batch_t 0.225 (0.253)] [data_t 0.007] [optim_t 0.217] [lr 0.000916] [CE 4.086 (4.114)] [KD 3.225 (3.217)] 2024-10-14 04:54:26,444 - Train: 63.21% [790800/1251000] [632.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000916] [CE 4.012 (4.222)] [KD 3.206 (3.252)] 2024-10-14 04:54:38,778 - Train: 63.22% [790850/1251000] [632.2/1000.0] [batch_t 0.256 (0.247)] [data_t 0.008] [optim_t 0.249] [lr 0.000916] [CE 4.260 (4.199)] [KD 3.365 (3.251)] 2024-10-14 04:54:50,906 - Train: 63.22% [790900/1251000] [632.2/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000916] [CE 3.906 (4.204)] [KD 3.093 (3.220)] 2024-10-14 04:55:03,078 - Train: 63.23% [790950/1251000] [632.3/1000.0] [batch_t 0.608 (0.243)] [data_t 0.008] [optim_t 0.600] [lr 0.000916] [CE 4.197 (4.222)] [KD 3.269 (3.232)] 2024-10-14 04:55:15,108 - Train: 63.23% [791000/1251000] [632.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000915] [CE 4.546 (4.225)] [KD 3.279 (3.282)] 2024-10-14 04:55:26,840 - Train: 63.23% [791050/1251000] [632.3/1000.0] [batch_t 0.230 (0.234)] [data_t 0.011] [optim_t 0.219] [lr 0.000915] [CE 4.504 (4.206)] [KD 3.524 (3.286)] 2024-10-14 04:55:38,669 - Train: 63.24% [791100/1251000] [632.4/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.000915] [CE 4.581 (4.176)] [KD 3.477 (3.267)] 2024-10-14 04:55:50,984 - Train: 63.24% [791150/1251000] [632.4/1000.0] [batch_t 0.224 (0.246)] [data_t 0.006] [optim_t 0.217] [lr 0.000915] [CE 4.206 (4.321)] [KD 3.259 (3.275)] 2024-10-14 04:56:03,510 - Train: 63.25% [791200/1251000] [632.5/1000.0] [batch_t 0.460 (0.250)] [data_t 0.008] [optim_t 0.452] [lr 0.000915] [CE 4.034 (4.185)] [KD 2.935 (3.235)] 2024-10-14 04:56:15,027 - Train: 63.25% [791250/1251000] [632.5/1000.0] [batch_t 0.210 (0.230)] [data_t 0.007] [optim_t 0.203] [lr 0.000915] [CE 4.165 (4.217)] [KD 3.270 (3.277)] 2024-10-14 04:56:26,890 - Train: 63.25% [791300/1251000] [632.5/1000.0] [batch_t 0.219 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.000914] [CE 4.918 (4.173)] [KD 3.468 (3.272)] 2024-10-14 04:56:38,732 - Train: 63.26% [791350/1251000] [632.6/1000.0] [batch_t 0.218 (0.237)] [data_t 0.007] [optim_t 0.210] [lr 0.000914] [CE 4.258 (4.320)] [KD 3.524 (3.318)] 2024-10-14 04:56:50,475 - Train: 63.26% [791400/1251000] [632.6/1000.0] [batch_t 0.231 (0.235)] [data_t 0.011] [optim_t 0.220] [lr 0.000914] [CE 3.961 (4.227)] [KD 3.335 (3.300)] 2024-10-14 04:57:02,283 - Train: 63.27% [791450/1251000] [632.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.000914] [CE 4.224 (4.155)] [KD 3.340 (3.234)] 2024-10-14 04:57:14,557 - Train: 63.27% [791500/1251000] [632.7/1000.0] [batch_t 0.251 (0.245)] [data_t 0.007] [optim_t 0.244] [lr 0.000914] [CE 4.356 (4.208)] [KD 3.401 (3.264)] 2024-10-14 04:57:25,977 - Train: 63.27% [791550/1251000] [632.7/1000.0] [batch_t 0.225 (0.228)] [data_t 0.009] [optim_t 0.216] [lr 0.000914] [CE 4.791 (4.276)] [KD 3.338 (3.309)] 2024-10-14 04:57:37,908 - Train: 63.28% [791600/1251000] [632.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.229] [lr 0.000913] [CE 4.361 (4.272)] [KD 3.525 (3.324)] 2024-10-14 04:57:49,737 - Train: 63.28% [791650/1251000] [632.8/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.227] [lr 0.000913] [CE 4.250 (4.255)] [KD 3.451 (3.284)] 2024-10-14 04:58:01,399 - Train: 63.29% [791700/1251000] [632.9/1000.0] [batch_t 0.241 (0.233)] [data_t 0.009] [optim_t 0.232] [lr 0.000913] [CE 4.201 (4.183)] [KD 3.192 (3.230)] 2024-10-14 04:58:13,412 - Train: 63.29% [791750/1251000] [632.9/1000.0] [batch_t 0.223 (0.240)] [data_t 0.006] [optim_t 0.216] [lr 0.000913] [CE 4.526 (4.237)] [KD 3.435 (3.267)] 2024-10-14 04:58:25,898 - Train: 63.29% [791800/1251000] [632.9/1000.0] [batch_t 0.225 (0.250)] [data_t 0.006] [optim_t 0.219] [lr 0.000913] [CE 3.987 (4.252)] [KD 3.156 (3.258)] 2024-10-14 04:58:37,362 - Train: 63.30% [791850/1251000] [633.0/1000.0] [batch_t 0.229 (0.229)] [data_t 0.010] [optim_t 0.219] [lr 0.000913] [CE 3.910 (4.266)] [KD 3.026 (3.322)] 2024-10-14 04:58:53,142 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.153)] [top1_cnt 38073] [top5_cnt 46561] [top_all 50000] 2024-10-14 04:58:53,142 - net: 76.146 (93.122) 2024-10-14 04:59:01,944 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 39688] [top5_cnt 47306] [top_all 50000] 2024-10-14 04:59:01,944 - net_E: 79.376 (94.612) 2024-10-14 04:59:02,159 - Max [top1: 76.400 (epoch: 631)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 04:59:02,160 - ==> Total time: 2 days, 8:20:54 Eta: 1 day, 8:40:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 04:59:12,255 - Train: 63.30% [791900/1251000] [633.0/1000.0] [batch_t 0.226 (0.276)] [data_t 0.008] [optim_t 0.218] [lr 0.000912] [CE 4.054 (3.970)] [KD 3.155 (3.113)] 2024-10-14 04:59:24,133 - Train: 63.31% [791950/1251000] [633.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.000912] [CE 4.595 (4.225)] [KD 3.535 (3.252)] 2024-10-14 04:59:36,079 - Train: 63.31% [792000/1251000] [633.1/1000.0] [batch_t 0.232 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.000912] [CE 4.378 (4.224)] [KD 3.296 (3.231)] 2024-10-14 04:59:48,231 - Train: 63.31% [792050/1251000] [633.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.007] [optim_t 0.233] [lr 0.000912] [CE 4.534 (4.227)] [KD 3.401 (3.269)] 2024-10-14 05:00:00,281 - Train: 63.32% [792100/1251000] [633.2/1000.0] [batch_t 0.223 (0.241)] [data_t 0.010] [optim_t 0.213] [lr 0.000912] [CE 4.467 (4.118)] [KD 3.309 (3.194)] 2024-10-14 05:00:12,305 - Train: 63.32% [792150/1251000] [633.2/1000.0] [batch_t 0.231 (0.240)] [data_t 0.010] [optim_t 0.221] [lr 0.000912] [CE 4.204 (4.284)] [KD 3.233 (3.279)] 2024-10-14 05:00:23,927 - Train: 63.33% [792200/1251000] [633.3/1000.0] [batch_t 0.232 (0.232)] [data_t 0.010] [optim_t 0.223] [lr 0.000911] [CE 4.542 (4.176)] [KD 3.609 (3.221)] 2024-10-14 05:00:35,828 - Train: 63.33% [792250/1251000] [633.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.000911] [CE 3.741 (4.275)] [KD 3.095 (3.301)] 2024-10-14 05:00:47,864 - Train: 63.33% [792300/1251000] [633.3/1000.0] [batch_t 0.217 (0.241)] [data_t 0.010] [optim_t 0.207] [lr 0.000911] [CE 3.896 (4.205)] [KD 3.009 (3.276)] 2024-10-14 05:00:59,695 - Train: 63.34% [792350/1251000] [633.4/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.000911] [CE 4.450 (4.253)] [KD 3.283 (3.285)] 2024-10-14 05:01:11,454 - Train: 63.34% [792400/1251000] [633.4/1000.0] [batch_t 0.218 (0.235)] [data_t 0.006] [optim_t 0.211] [lr 0.000911] [CE 3.540 (4.159)] [KD 2.885 (3.240)] 2024-10-14 05:01:23,290 - Train: 63.35% [792450/1251000] [633.5/1000.0] [batch_t 0.215 (0.237)] [data_t 0.008] [optim_t 0.207] [lr 0.000910] [CE 4.320 (4.176)] [KD 3.212 (3.250)] 2024-10-14 05:01:35,401 - Train: 63.35% [792500/1251000] [633.5/1000.0] [batch_t 0.213 (0.242)] [data_t 0.007] [optim_t 0.206] [lr 0.000910] [CE 4.378 (4.222)] [KD 3.262 (3.242)] 2024-10-14 05:01:46,837 - Train: 63.35% [792550/1251000] [633.5/1000.0] [batch_t 0.227 (0.229)] [data_t 0.008] [optim_t 0.219] [lr 0.000910] [CE 3.974 (4.179)] [KD 3.191 (3.260)] 2024-10-14 05:01:58,794 - Train: 63.36% [792600/1251000] [633.6/1000.0] [batch_t 0.243 (0.239)] [data_t 0.006] [optim_t 0.237] [lr 0.000910] [CE 3.745 (4.173)] [KD 3.087 (3.235)] 2024-10-14 05:02:10,553 - Train: 63.36% [792650/1251000] [633.6/1000.0] [batch_t 0.231 (0.235)] [data_t 0.010] [optim_t 0.222] [lr 0.000910] [CE 4.107 (4.170)] [KD 3.193 (3.215)] 2024-10-14 05:02:23,217 - Train: 63.37% [792700/1251000] [633.7/1000.0] [batch_t 0.209 (0.253)] [data_t 0.006] [optim_t 0.203] [lr 0.000910] [CE 4.432 (4.249)] [KD 3.282 (3.274)] 2024-10-14 05:02:35,093 - Train: 63.37% [792750/1251000] [633.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.008] [optim_t 0.227] [lr 0.000909] [CE 4.269 (4.288)] [KD 3.446 (3.350)] 2024-10-14 05:02:46,594 - Train: 63.37% [792800/1251000] [633.7/1000.0] [batch_t 0.229 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.000909] [CE 3.784 (4.218)] [KD 3.116 (3.212)] 2024-10-14 05:02:58,277 - Train: 63.38% [792850/1251000] [633.8/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.000909] [CE 4.187 (4.247)] [KD 3.375 (3.258)] 2024-10-14 05:03:10,822 - Train: 63.38% [792900/1251000] [633.8/1000.0] [batch_t 0.554 (0.251)] [data_t 0.007] [optim_t 0.547] [lr 0.000909] [CE 4.505 (4.262)] [KD 3.209 (3.273)] 2024-10-14 05:03:22,270 - Train: 63.39% [792950/1251000] [633.9/1000.0] [batch_t 0.230 (0.229)] [data_t 0.006] [optim_t 0.224] [lr 0.000909] [CE 4.600 (4.246)] [KD 3.459 (3.259)] 2024-10-14 05:03:34,583 - Train: 63.39% [793000/1251000] [633.9/1000.0] [batch_t 0.208 (0.246)] [data_t 0.009] [optim_t 0.199] [lr 0.000909] [CE 3.665 (4.188)] [KD 2.945 (3.222)] 2024-10-14 05:03:46,153 - Train: 63.39% [793050/1251000] [633.9/1000.0] [batch_t 0.228 (0.231)] [data_t 0.010] [optim_t 0.218] [lr 0.000908] [CE 3.898 (4.258)] [KD 3.103 (3.255)] 2024-10-14 05:03:58,197 - Train: 63.40% [793100/1251000] [634.0/1000.0] [batch_t 0.461 (0.241)] [data_t 0.008] [optim_t 0.452] [lr 0.000908] [CE 4.355 (4.171)] [KD 3.359 (3.255)] 2024-10-14 05:04:14,714 - Test (net): 100.00% [50/50] [batch_t 0.102 (0.155)] [top1_cnt 38125] [top5_cnt 46605] [top_all 50000] 2024-10-14 05:04:14,715 - net: 76.250 (93.210) 2024-10-14 05:04:23,976 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 39664] [top5_cnt 47310] [top_all 50000] 2024-10-14 05:04:23,976 - net_E: 79.328 (94.620) 2024-10-14 05:04:24,192 - Max [top1: 76.400 (epoch: 631)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 05:04:24,192 - ==> Total time: 2 days, 8:26:16 Eta: 1 day, 8:34:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:04:31,496 - Train: 63.40% [793150/1251000] [634.0/1000.0] [batch_t 0.262 (0.274)] [data_t 0.009] [optim_t 0.253] [lr 0.000908] [CE 4.514 (4.295)] [KD 3.333 (3.255)] 2024-10-14 05:04:43,018 - Train: 63.41% [793200/1251000] [634.1/1000.0] [batch_t 0.223 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.000908] [CE 4.188 (4.217)] [KD 3.224 (3.233)] 2024-10-14 05:04:55,167 - Train: 63.41% [793250/1251000] [634.1/1000.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.212] [lr 0.000908] [CE 4.058 (4.199)] [KD 3.092 (3.237)] 2024-10-14 05:05:07,069 - Train: 63.41% [793300/1251000] [634.1/1000.0] [batch_t 0.248 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.000908] [CE 4.063 (4.163)] [KD 3.082 (3.183)] 2024-10-14 05:05:18,848 - Train: 63.42% [793350/1251000] [634.2/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.000907] [CE 3.774 (4.204)] [KD 2.939 (3.234)] 2024-10-14 05:05:30,713 - Train: 63.42% [793400/1251000] [634.2/1000.0] [batch_t 0.227 (0.237)] [data_t 0.010] [optim_t 0.218] [lr 0.000907] [CE 4.238 (4.231)] [KD 3.174 (3.220)] 2024-10-14 05:05:42,757 - Train: 63.43% [793450/1251000] [634.3/1000.0] [batch_t 0.408 (0.241)] [data_t 0.007] [optim_t 0.401] [lr 0.000907] [CE 4.350 (4.246)] [KD 3.117 (3.244)] 2024-10-14 05:05:54,631 - Train: 63.43% [793500/1251000] [634.3/1000.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000907] [CE 4.569 (4.265)] [KD 3.490 (3.272)] 2024-10-14 05:06:06,923 - Train: 63.43% [793550/1251000] [634.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.006] [optim_t 0.227] [lr 0.000907] [CE 4.329 (4.234)] [KD 3.381 (3.263)] 2024-10-14 05:06:18,625 - Train: 63.44% [793600/1251000] [634.4/1000.0] [batch_t 0.222 (0.234)] [data_t 0.008] [optim_t 0.214] [lr 0.000907] [CE 4.134 (4.178)] [KD 3.178 (3.227)] 2024-10-14 05:06:30,373 - Train: 63.44% [793650/1251000] [634.4/1000.0] [batch_t 0.230 (0.235)] [data_t 0.010] [optim_t 0.219] [lr 0.000906] [CE 4.000 (4.222)] [KD 3.266 (3.288)] 2024-10-14 05:06:42,965 - Train: 63.45% [793700/1251000] [634.5/1000.0] [batch_t 0.234 (0.252)] [data_t 0.010] [optim_t 0.224] [lr 0.000906] [CE 4.324 (4.243)] [KD 3.459 (3.254)] 2024-10-14 05:06:54,436 - Train: 63.45% [793750/1251000] [634.5/1000.0] [batch_t 0.217 (0.229)] [data_t 0.010] [optim_t 0.207] [lr 0.000906] [CE 3.833 (4.222)] [KD 2.842 (3.202)] 2024-10-14 05:07:05,822 - Train: 63.45% [793800/1251000] [634.5/1000.0] [batch_t 0.216 (0.228)] [data_t 0.010] [optim_t 0.206] [lr 0.000906] [CE 4.511 (4.155)] [KD 3.155 (3.180)] 2024-10-14 05:07:17,914 - Train: 63.46% [793850/1251000] [634.6/1000.0] [batch_t 0.231 (0.242)] [data_t 0.007] [optim_t 0.224] [lr 0.000906] [CE 4.156 (4.231)] [KD 3.357 (3.240)] 2024-10-14 05:07:29,930 - Train: 63.46% [793900/1251000] [634.6/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.000906] [CE 4.114 (4.264)] [KD 3.077 (3.275)] 2024-10-14 05:07:41,755 - Train: 63.47% [793950/1251000] [634.7/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.217] [lr 0.000905] [CE 4.982 (4.220)] [KD 3.453 (3.242)] 2024-10-14 05:07:54,035 - Train: 63.47% [794000/1251000] [634.7/1000.0] [batch_t 0.220 (0.245)] [data_t 0.006] [optim_t 0.215] [lr 0.000905] [CE 4.327 (4.241)] [KD 3.456 (3.287)] 2024-10-14 05:08:05,845 - Train: 63.47% [794050/1251000] [634.7/1000.0] [batch_t 0.238 (0.236)] [data_t 0.010] [optim_t 0.228] [lr 0.000905] [CE 4.252 (4.232)] [KD 3.050 (3.280)] 2024-10-14 05:08:17,955 - Train: 63.48% [794100/1251000] [634.8/1000.0] [batch_t 0.242 (0.242)] [data_t 0.010] [optim_t 0.233] [lr 0.000905] [CE 4.214 (4.230)] [KD 3.167 (3.265)] 2024-10-14 05:08:30,105 - Train: 63.48% [794150/1251000] [634.8/1000.0] [batch_t 0.242 (0.243)] [data_t 0.010] [optim_t 0.232] [lr 0.000905] [CE 3.621 (4.240)] [KD 3.005 (3.253)] 2024-10-14 05:08:42,047 - Train: 63.49% [794200/1251000] [634.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.000905] [CE 3.840 (4.329)] [KD 3.190 (3.320)] 2024-10-14 05:08:53,925 - Train: 63.49% [794250/1251000] [634.9/1000.0] [batch_t 0.227 (0.237)] [data_t 0.006] [optim_t 0.220] [lr 0.000904] [CE 4.146 (4.265)] [KD 3.115 (3.301)] 2024-10-14 05:09:05,933 - Train: 63.49% [794300/1251000] [634.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.000904] [CE 4.267 (4.189)] [KD 3.249 (3.229)] 2024-10-14 05:09:17,980 - Train: 63.50% [794350/1251000] [635.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.000904] [CE 4.679 (4.295)] [KD 3.676 (3.282)] 2024-10-14 05:09:35,623 - Test (net): 100.00% [50/50] [batch_t 0.050 (0.181)] [top1_cnt 38197] [top5_cnt 46659] [top_all 50000] 2024-10-14 05:09:35,624 - net: 76.394 (93.318) 2024-10-14 05:09:44,546 - Test (net_E): 100.00% [50/50] [batch_t 0.047 (0.162)] [top1_cnt 39645] [top5_cnt 47316] [top_all 50000] 2024-10-14 05:09:44,547 - net_E: 79.290 (94.632) 2024-10-14 05:09:44,746 - Max [top1: 76.400 (epoch: 631)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 05:09:44,747 - ==> Total time: 2 days, 8:31:37 Eta: 1 day, 8:29:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:09:51,962 - Train: 63.50% [794400/1251000] [635.0/1000.0] [batch_t 0.240 (0.272)] [data_t 0.007] [optim_t 0.232] [lr 0.000904] [CE 4.221 (4.174)] [KD 3.229 (3.168)] 2024-10-14 05:10:03,818 - Train: 63.51% [794450/1251000] [635.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.230] [lr 0.000904] [CE 3.787 (4.153)] [KD 3.025 (3.184)] 2024-10-14 05:10:16,404 - Train: 63.51% [794500/1251000] [635.1/1000.0] [batch_t 0.224 (0.252)] [data_t 0.009] [optim_t 0.215] [lr 0.000904] [CE 4.639 (4.163)] [KD 3.355 (3.227)] 2024-10-14 05:10:28,303 - Train: 63.51% [794550/1251000] [635.1/1000.0] [batch_t 0.225 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.000903] [CE 4.080 (4.095)] [KD 3.073 (3.208)] 2024-10-14 05:10:40,615 - Train: 63.52% [794600/1251000] [635.2/1000.0] [batch_t 0.227 (0.246)] [data_t 0.007] [optim_t 0.219] [lr 0.000903] [CE 4.291 (4.211)] [KD 3.388 (3.236)] 2024-10-14 05:10:52,194 - Train: 63.52% [794650/1251000] [635.2/1000.0] [batch_t 0.240 (0.231)] [data_t 0.006] [optim_t 0.233] [lr 0.000903] [CE 4.480 (4.234)] [KD 3.379 (3.333)] 2024-10-14 05:11:04,460 - Train: 63.53% [794700/1251000] [635.3/1000.0] [batch_t 0.241 (0.245)] [data_t 0.010] [optim_t 0.231] [lr 0.000903] [CE 4.353 (4.247)] [KD 3.226 (3.248)] 2024-10-14 05:11:16,391 - Train: 63.53% [794750/1251000] [635.3/1000.0] [batch_t 0.238 (0.238)] [data_t 0.007] [optim_t 0.231] [lr 0.000903] [CE 3.954 (4.264)] [KD 3.076 (3.300)] 2024-10-14 05:11:27,906 - Train: 63.53% [794800/1251000] [635.3/1000.0] [batch_t 0.425 (0.230)] [data_t 0.010] [optim_t 0.415] [lr 0.000902] [CE 3.968 (4.227)] [KD 3.027 (3.244)] 2024-10-14 05:11:40,008 - Train: 63.54% [794850/1251000] [635.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000902] [CE 4.312 (4.130)] [KD 3.327 (3.199)] 2024-10-14 05:11:51,965 - Train: 63.54% [794900/1251000] [635.4/1000.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.210] [lr 0.000902] [CE 4.416 (4.176)] [KD 3.415 (3.241)] 2024-10-14 05:12:03,772 - Train: 63.55% [794950/1251000] [635.5/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.000902] [CE 4.039 (4.225)] [KD 3.171 (3.250)] 2024-10-14 05:12:15,450 - Train: 63.55% [795000/1251000] [635.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.010] [optim_t 0.223] [lr 0.000902] [CE 4.446 (4.179)] [KD 3.339 (3.259)] 2024-10-14 05:12:27,281 - Train: 63.55% [795050/1251000] [635.5/1000.0] [batch_t 0.228 (0.236)] [data_t 0.008] [optim_t 0.219] [lr 0.000902] [CE 4.398 (4.262)] [KD 3.332 (3.264)] 2024-10-14 05:12:39,372 - Train: 63.56% [795100/1251000] [635.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.000901] [CE 3.908 (4.251)] [KD 2.961 (3.245)] 2024-10-14 05:12:52,023 - Train: 63.56% [795150/1251000] [635.6/1000.0] [batch_t 0.226 (0.253)] [data_t 0.008] [optim_t 0.219] [lr 0.000901] [CE 4.468 (4.216)] [KD 3.265 (3.237)] 2024-10-14 05:13:03,575 - Train: 63.57% [795200/1251000] [635.7/1000.0] [batch_t 0.240 (0.231)] [data_t 0.007] [optim_t 0.233] [lr 0.000901] [CE 4.303 (4.168)] [KD 3.335 (3.210)] 2024-10-14 05:13:15,117 - Train: 63.57% [795250/1251000] [635.7/1000.0] [batch_t 0.228 (0.231)] [data_t 0.008] [optim_t 0.219] [lr 0.000901] [CE 4.283 (4.236)] [KD 3.284 (3.240)] 2024-10-14 05:13:27,090 - Train: 63.57% [795300/1251000] [635.7/1000.0] [batch_t 0.228 (0.239)] [data_t 0.011] [optim_t 0.217] [lr 0.000901] [CE 3.932 (4.241)] [KD 3.200 (3.281)] 2024-10-14 05:13:39,109 - Train: 63.58% [795350/1251000] [635.8/1000.0] [batch_t 0.245 (0.240)] [data_t 0.010] [optim_t 0.235] [lr 0.000901] [CE 4.510 (4.248)] [KD 3.288 (3.244)] 2024-10-14 05:13:50,641 - Train: 63.58% [795400/1251000] [635.8/1000.0] [batch_t 0.231 (0.230)] [data_t 0.007] [optim_t 0.224] [lr 0.000900] [CE 4.374 (4.229)] [KD 3.382 (3.267)] 2024-10-14 05:14:03,089 - Train: 63.59% [795450/1251000] [635.9/1000.0] [batch_t 0.228 (0.249)] [data_t 0.007] [optim_t 0.221] [lr 0.000900] [CE 4.597 (4.250)] [KD 3.437 (3.246)] 2024-10-14 05:14:16,037 - Train: 63.59% [795500/1251000] [635.9/1000.0] [batch_t 0.228 (0.259)] [data_t 0.008] [optim_t 0.220] [lr 0.000900] [CE 4.239 (4.283)] [KD 3.215 (3.259)] 2024-10-14 05:14:28,080 - Train: 63.59% [795550/1251000] [635.9/1000.0] [batch_t 0.226 (0.241)] [data_t 0.006] [optim_t 0.220] [lr 0.000900] [CE 4.352 (4.157)] [KD 3.363 (3.214)] 2024-10-14 05:14:39,719 - Train: 63.60% [795600/1251000] [636.0/1000.0] [batch_t 0.250 (0.233)] [data_t 0.007] [optim_t 0.243] [lr 0.000900] [CE 4.078 (4.292)] [KD 3.126 (3.249)] 2024-10-14 05:14:56,015 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.153)] [top1_cnt 38225] [top5_cnt 46600] [top_all 50000] 2024-10-14 05:14:56,016 - net: 76.450 (93.200) 2024-10-14 05:15:04,508 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.153)] [top1_cnt 39680] [top5_cnt 47326] [top_all 50000] 2024-10-14 05:15:04,508 - net_E: 79.360 (94.652) 2024-10-14 05:15:04,716 - Max [top1: 76.450 (epoch: 636)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 05:15:04,717 - ==> Total time: 2 days, 8:36:57 Eta: 1 day, 8:24:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:15:21,218 - Train: 63.60% [795650/1251000] [636.0/1000.0] [batch_t 0.229 (0.281)] [data_t 0.007] [optim_t 0.222] [lr 0.000900] [CE 3.786 (4.244)] [KD 3.060 (3.204)] 2024-10-14 05:15:33,843 - Train: 63.61% [795700/1251000] [636.1/1000.0] [batch_t 0.232 (0.252)] [data_t 0.006] [optim_t 0.226] [lr 0.000899] [CE 4.084 (4.249)] [KD 3.224 (3.281)] 2024-10-14 05:15:46,202 - Train: 63.61% [795750/1251000] [636.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000899] [CE 4.351 (4.210)] [KD 3.134 (3.211)] 2024-10-14 05:15:57,562 - Train: 63.61% [795800/1251000] [636.1/1000.0] [batch_t 0.227 (0.227)] [data_t 0.007] [optim_t 0.220] [lr 0.000899] [CE 3.705 (4.224)] [KD 3.010 (3.207)] 2024-10-14 05:16:09,548 - Train: 63.62% [795850/1251000] [636.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.000899] [CE 4.555 (4.127)] [KD 3.342 (3.176)] 2024-10-14 05:16:21,349 - Train: 63.62% [795900/1251000] [636.2/1000.0] [batch_t 0.229 (0.236)] [data_t 0.008] [optim_t 0.221] [lr 0.000899] [CE 4.549 (4.256)] [KD 3.184 (3.225)] 2024-10-14 05:16:33,329 - Train: 63.63% [795950/1251000] [636.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.228] [lr 0.000899] [CE 4.004 (4.225)] [KD 3.066 (3.225)] 2024-10-14 05:16:45,402 - Train: 63.63% [796000/1251000] [636.3/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.000898] [CE 4.431 (4.230)] [KD 3.353 (3.212)] 2024-10-14 05:16:57,393 - Train: 63.63% [796050/1251000] [636.3/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000898] [CE 4.304 (4.238)] [KD 3.182 (3.247)] 2024-10-14 05:17:09,210 - Train: 63.64% [796100/1251000] [636.4/1000.0] [batch_t 0.225 (0.236)] [data_t 0.008] [optim_t 0.218] [lr 0.000898] [CE 4.306 (4.193)] [KD 3.350 (3.223)] 2024-10-14 05:17:21,438 - Train: 63.64% [796150/1251000] [636.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.008] [optim_t 0.231] [lr 0.000898] [CE 4.025 (4.221)] [KD 3.139 (3.275)] 2024-10-14 05:17:33,238 - Train: 63.65% [796200/1251000] [636.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000898] [CE 4.446 (4.258)] [KD 3.280 (3.242)] 2024-10-14 05:17:44,886 - Train: 63.65% [796250/1251000] [636.5/1000.0] [batch_t 0.221 (0.233)] [data_t 0.007] [optim_t 0.214] [lr 0.000898] [CE 4.391 (4.205)] [KD 3.269 (3.206)] 2024-10-14 05:17:56,907 - Train: 63.65% [796300/1251000] [636.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.000897] [CE 4.439 (4.202)] [KD 3.207 (3.261)] 2024-10-14 05:18:09,086 - Train: 63.66% [796350/1251000] [636.6/1000.0] [batch_t 0.232 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.000897] [CE 4.112 (4.232)] [KD 3.113 (3.282)] 2024-10-14 05:18:20,891 - Train: 63.66% [796400/1251000] [636.6/1000.0] [batch_t 0.216 (0.236)] [data_t 0.010] [optim_t 0.206] [lr 0.000897] [CE 4.313 (4.108)] [KD 3.351 (3.192)] 2024-10-14 05:18:32,898 - Train: 63.67% [796450/1251000] [636.7/1000.0] [batch_t 0.224 (0.240)] [data_t 0.008] [optim_t 0.216] [lr 0.000897] [CE 4.144 (4.221)] [KD 3.255 (3.267)] 2024-10-14 05:18:44,752 - Train: 63.67% [796500/1251000] [636.7/1000.0] [batch_t 0.226 (0.237)] [data_t 0.006] [optim_t 0.220] [lr 0.000897] [CE 3.900 (4.278)] [KD 2.924 (3.293)] 2024-10-14 05:18:56,838 - Train: 63.67% [796550/1251000] [636.7/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.000897] [CE 4.376 (4.208)] [KD 3.353 (3.274)] 2024-10-14 05:19:08,991 - Train: 63.68% [796600/1251000] [636.8/1000.0] [batch_t 0.537 (0.243)] [data_t 0.006] [optim_t 0.531] [lr 0.000896] [CE 4.623 (4.211)] [KD 3.354 (3.201)] 2024-10-14 05:19:20,580 - Train: 63.68% [796650/1251000] [636.8/1000.0] [batch_t 0.233 (0.232)] [data_t 0.008] [optim_t 0.226] [lr 0.000896] [CE 4.269 (4.192)] [KD 3.193 (3.214)] 2024-10-14 05:19:32,589 - Train: 63.69% [796700/1251000] [636.9/1000.0] [batch_t 0.257 (0.240)] [data_t 0.007] [optim_t 0.251] [lr 0.000896] [CE 4.674 (4.176)] [KD 3.533 (3.273)] 2024-10-14 05:19:44,822 - Train: 63.69% [796750/1251000] [636.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.000896] [CE 4.204 (4.169)] [KD 3.267 (3.250)] 2024-10-14 05:19:56,819 - Train: 63.69% [796800/1251000] [636.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.000896] [CE 4.032 (4.228)] [KD 3.245 (3.265)] 2024-10-14 05:20:08,695 - Train: 63.70% [796850/1251000] [637.0/1000.0] [batch_t 0.244 (0.237)] [data_t 0.008] [optim_t 0.236] [lr 0.000896] [CE 3.867 (4.211)] [KD 3.198 (3.266)] 2024-10-14 05:20:25,560 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.157)] [top1_cnt 38041] [top5_cnt 46524] [top_all 50000] 2024-10-14 05:20:25,561 - net: 76.082 (93.048) 2024-10-14 05:20:35,134 - Test (net_E): 100.00% [50/50] [batch_t 0.050 (0.175)] [top1_cnt 39702] [top5_cnt 47322] [top_all 50000] 2024-10-14 05:20:35,135 - net_E: 79.404 (94.644) 2024-10-14 05:20:35,366 - Max [top1: 76.450 (epoch: 636)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 05:20:35,367 - ==> Total time: 2 days, 8:42:28 Eta: 1 day, 8:18:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:20:42,040 - Train: 63.70% [796900/1251000] [637.0/1000.0] [batch_t 0.232 (0.291)] [data_t 0.010] [optim_t 0.221] [lr 0.000895] [CE 4.455 (4.218)] [KD 3.367 (3.292)] 2024-10-14 05:20:53,962 - Train: 63.71% [796950/1251000] [637.1/1000.0] [batch_t 0.249 (0.238)] [data_t 0.008] [optim_t 0.241] [lr 0.000895] [CE 3.488 (4.081)] [KD 2.833 (3.177)] 2024-10-14 05:21:06,739 - Train: 63.71% [797000/1251000] [637.1/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.000895] [CE 4.773 (4.185)] [KD 3.752 (3.227)] 2024-10-14 05:21:18,383 - Train: 63.71% [797050/1251000] [637.1/1000.0] [batch_t 0.238 (0.233)] [data_t 0.008] [optim_t 0.229] [lr 0.000895] [CE 4.008 (4.179)] [KD 3.088 (3.212)] 2024-10-14 05:21:30,054 - Train: 63.72% [797100/1251000] [637.2/1000.0] [batch_t 0.232 (0.233)] [data_t 0.008] [optim_t 0.224] [lr 0.000895] [CE 4.374 (4.239)] [KD 3.425 (3.300)] 2024-10-14 05:21:41,914 - Train: 63.72% [797150/1251000] [637.2/1000.0] [batch_t 0.226 (0.237)] [data_t 0.008] [optim_t 0.219] [lr 0.000895] [CE 4.198 (4.146)] [KD 3.359 (3.183)] 2024-10-14 05:21:53,609 - Train: 63.73% [797200/1251000] [637.3/1000.0] [batch_t 0.236 (0.234)] [data_t 0.007] [optim_t 0.229] [lr 0.000894] [CE 4.068 (4.269)] [KD 3.148 (3.250)] 2024-10-14 05:22:05,077 - Train: 63.73% [797250/1251000] [637.3/1000.0] [batch_t 0.229 (0.229)] [data_t 0.008] [optim_t 0.222] [lr 0.000894] [CE 4.166 (4.135)] [KD 3.240 (3.182)] 2024-10-14 05:22:17,470 - Train: 63.73% [797300/1251000] [637.3/1000.0] [batch_t 0.228 (0.248)] [data_t 0.007] [optim_t 0.220] [lr 0.000894] [CE 3.973 (4.267)] [KD 2.931 (3.251)] 2024-10-14 05:22:29,196 - Train: 63.74% [797350/1251000] [637.4/1000.0] [batch_t 0.242 (0.234)] [data_t 0.007] [optim_t 0.235] [lr 0.000894] [CE 4.422 (4.237)] [KD 3.205 (3.270)] 2024-10-14 05:22:41,070 - Train: 63.74% [797400/1251000] [637.4/1000.0] [batch_t 0.214 (0.237)] [data_t 0.009] [optim_t 0.205] [lr 0.000894] [CE 3.704 (4.186)] [KD 3.011 (3.263)] 2024-10-14 05:22:52,885 - Train: 63.75% [797450/1251000] [637.5/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.000894] [CE 4.580 (4.225)] [KD 3.466 (3.222)] 2024-10-14 05:23:04,392 - Train: 63.75% [797500/1251000] [637.5/1000.0] [batch_t 0.233 (0.230)] [data_t 0.010] [optim_t 0.223] [lr 0.000893] [CE 3.579 (4.095)] [KD 2.900 (3.175)] 2024-10-14 05:23:15,816 - Train: 63.75% [797550/1251000] [637.5/1000.0] [batch_t 0.233 (0.228)] [data_t 0.007] [optim_t 0.226] [lr 0.000893] [CE 4.510 (4.238)] [KD 3.470 (3.259)] 2024-10-14 05:23:28,018 - Train: 63.76% [797600/1251000] [637.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.010] [optim_t 0.221] [lr 0.000893] [CE 4.600 (4.262)] [KD 3.425 (3.266)] 2024-10-14 05:23:40,160 - Train: 63.76% [797650/1251000] [637.6/1000.0] [batch_t 0.220 (0.243)] [data_t 0.008] [optim_t 0.212] [lr 0.000893] [CE 3.488 (4.165)] [KD 2.871 (3.223)] 2024-10-14 05:23:51,925 - Train: 63.76% [797700/1251000] [637.6/1000.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.000893] [CE 4.550 (4.293)] [KD 3.312 (3.300)] 2024-10-14 05:24:03,610 - Train: 63.77% [797750/1251000] [637.7/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.000892] [CE 3.835 (4.226)] [KD 2.962 (3.260)] 2024-10-14 05:24:15,392 - Train: 63.77% [797800/1251000] [637.7/1000.0] [batch_t 0.210 (0.235)] [data_t 0.008] [optim_t 0.202] [lr 0.000892] [CE 4.515 (4.223)] [KD 3.208 (3.288)] 2024-10-14 05:24:26,996 - Train: 63.78% [797850/1251000] [637.8/1000.0] [batch_t 0.233 (0.232)] [data_t 0.008] [optim_t 0.224] [lr 0.000892] [CE 4.395 (4.246)] [KD 3.036 (3.290)] 2024-10-14 05:24:38,535 - Train: 63.78% [797900/1251000] [637.8/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.211] [lr 0.000892] [CE 4.280 (4.212)] [KD 3.216 (3.298)] 2024-10-14 05:24:50,917 - Train: 63.78% [797950/1251000] [637.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.232] [lr 0.000892] [CE 3.862 (4.210)] [KD 3.171 (3.273)] 2024-10-14 05:25:03,027 - Train: 63.79% [798000/1251000] [637.9/1000.0] [batch_t 0.445 (0.242)] [data_t 0.009] [optim_t 0.436] [lr 0.000892] [CE 4.614 (4.140)] [KD 3.476 (3.215)] 2024-10-14 05:25:14,444 - Train: 63.79% [798050/1251000] [637.9/1000.0] [batch_t 0.217 (0.228)] [data_t 0.010] [optim_t 0.207] [lr 0.000891] [CE 3.959 (4.258)] [KD 3.224 (3.283)] 2024-10-14 05:25:25,962 - Train: 63.80% [798100/1251000] [638.0/1000.0] [batch_t 0.255 (0.230)] [data_t 0.007] [optim_t 0.248] [lr 0.000891] [CE 4.676 (4.255)] [KD 3.494 (3.268)] 2024-10-14 05:25:42,622 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.153)] [top1_cnt 38203] [top5_cnt 46561] [top_all 50000] 2024-10-14 05:25:42,623 - net: 76.406 (93.122) 2024-10-14 05:25:50,978 - Test (net_E): 100.00% [50/50] [batch_t 0.190 (0.152)] [top1_cnt 39701] [top5_cnt 47311] [top_all 50000] 2024-10-14 05:25:50,978 - net_E: 79.402 (94.622) 2024-10-14 05:25:51,186 - Max [top1: 76.450 (epoch: 636)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 05:25:51,187 - ==> Total time: 2 days, 8:47:43 Eta: 1 day, 8:13:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:25:57,371 - Train: 63.80% [798150/1251000] [638.0/1000.0] [batch_t 0.231 (0.290)] [data_t 0.008] [optim_t 0.223] [lr 0.000891] [CE 4.072 (4.316)] [KD 3.108 (3.262)] 2024-10-14 05:26:09,431 - Train: 63.80% [798200/1251000] [638.0/1000.0] [batch_t 0.222 (0.241)] [data_t 0.006] [optim_t 0.216] [lr 0.000891] [CE 4.336 (4.173)] [KD 3.273 (3.197)] 2024-10-14 05:26:21,837 - Train: 63.81% [798250/1251000] [638.1/1000.0] [batch_t 0.226 (0.248)] [data_t 0.009] [optim_t 0.216] [lr 0.000891] [CE 4.431 (4.162)] [KD 3.319 (3.222)] 2024-10-14 05:26:33,244 - Train: 63.81% [798300/1251000] [638.1/1000.0] [batch_t 0.223 (0.228)] [data_t 0.008] [optim_t 0.215] [lr 0.000891] [CE 4.478 (4.153)] [KD 3.303 (3.234)] 2024-10-14 05:26:44,804 - Train: 63.82% [798350/1251000] [638.2/1000.0] [batch_t 0.203 (0.231)] [data_t 0.007] [optim_t 0.196] [lr 0.000890] [CE 3.893 (4.259)] [KD 3.076 (3.240)] 2024-10-14 05:26:56,781 - Train: 63.82% [798400/1251000] [638.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000890] [CE 4.623 (4.200)] [KD 3.436 (3.227)] 2024-10-14 05:27:08,832 - Train: 63.82% [798450/1251000] [638.2/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.000890] [CE 4.498 (4.219)] [KD 3.361 (3.256)] 2024-10-14 05:27:20,583 - Train: 63.83% [798500/1251000] [638.3/1000.0] [batch_t 0.243 (0.235)] [data_t 0.010] [optim_t 0.233] [lr 0.000890] [CE 3.856 (4.204)] [KD 3.022 (3.228)] 2024-10-14 05:27:32,843 - Train: 63.83% [798550/1251000] [638.3/1000.0] [batch_t 0.226 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.000890] [CE 4.027 (4.231)] [KD 2.980 (3.214)] 2024-10-14 05:27:44,658 - Train: 63.84% [798600/1251000] [638.4/1000.0] [batch_t 0.236 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.000890] [CE 4.234 (4.290)] [KD 3.267 (3.256)] 2024-10-14 05:27:56,505 - Train: 63.84% [798650/1251000] [638.4/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.000889] [CE 4.533 (4.232)] [KD 3.271 (3.226)] 2024-10-14 05:28:08,236 - Train: 63.84% [798700/1251000] [638.4/1000.0] [batch_t 0.224 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.000889] [CE 4.611 (4.128)] [KD 3.574 (3.218)] 2024-10-14 05:28:19,478 - Train: 63.85% [798750/1251000] [638.5/1000.0] [batch_t 0.245 (0.225)] [data_t 0.010] [optim_t 0.236] [lr 0.000889] [CE 4.457 (4.252)] [KD 3.319 (3.241)] 2024-10-14 05:28:31,298 - Train: 63.85% [798800/1251000] [638.5/1000.0] [batch_t 0.216 (0.236)] [data_t 0.008] [optim_t 0.208] [lr 0.000889] [CE 4.252 (4.211)] [KD 3.129 (3.226)] 2024-10-14 05:28:43,816 - Train: 63.86% [798850/1251000] [638.6/1000.0] [batch_t 0.220 (0.250)] [data_t 0.008] [optim_t 0.212] [lr 0.000889] [CE 4.352 (4.277)] [KD 3.248 (3.286)] 2024-10-14 05:28:55,403 - Train: 63.86% [798900/1251000] [638.6/1000.0] [batch_t 0.229 (0.232)] [data_t 0.008] [optim_t 0.221] [lr 0.000889] [CE 3.414 (4.260)] [KD 2.858 (3.270)] 2024-10-14 05:29:06,982 - Train: 63.86% [798950/1251000] [638.6/1000.0] [batch_t 0.244 (0.231)] [data_t 0.009] [optim_t 0.235] [lr 0.000888] [CE 4.074 (4.246)] [KD 3.081 (3.253)] 2024-10-14 05:29:18,867 - Train: 63.87% [799000/1251000] [638.7/1000.0] [batch_t 0.221 (0.238)] [data_t 0.008] [optim_t 0.213] [lr 0.000888] [CE 4.283 (4.175)] [KD 3.231 (3.208)] 2024-10-14 05:29:31,070 - Train: 63.87% [799050/1251000] [638.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.007] [optim_t 0.235] [lr 0.000888] [CE 4.864 (4.256)] [KD 3.645 (3.226)] 2024-10-14 05:29:42,736 - Train: 63.88% [799100/1251000] [638.8/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.000888] [CE 4.190 (4.252)] [KD 3.153 (3.238)] 2024-10-14 05:29:54,853 - Train: 63.88% [799150/1251000] [638.8/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.000888] [CE 4.247 (4.262)] [KD 3.235 (3.253)] 2024-10-14 05:30:06,908 - Train: 63.88% [799200/1251000] [638.8/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.000888] [CE 4.184 (4.177)] [KD 3.132 (3.215)] 2024-10-14 05:30:19,539 - Train: 63.89% [799250/1251000] [638.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.000887] [CE 4.430 (4.234)] [KD 3.380 (3.251)] 2024-10-14 05:30:31,517 - Train: 63.89% [799300/1251000] [638.9/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.000887] [CE 4.092 (4.205)] [KD 3.203 (3.250)] 2024-10-14 05:30:43,123 - Train: 63.90% [799350/1251000] [639.0/1000.0] [batch_t 0.239 (0.232)] [data_t 0.009] [optim_t 0.230] [lr 0.000887] [CE 4.242 (4.265)] [KD 3.135 (3.284)] 2024-10-14 05:31:00,988 - Test (net): 100.00% [50/50] [batch_t 0.344 (0.170)] [top1_cnt 37990] [top5_cnt 46504] [top_all 50000] 2024-10-14 05:31:00,989 - net: 75.980 (93.008) 2024-10-14 05:31:09,511 - Test (net_E): 100.00% [50/50] [batch_t 0.045 (0.155)] [top1_cnt 39699] [top5_cnt 47294] [top_all 50000] 2024-10-14 05:31:09,512 - net_E: 79.398 (94.588) 2024-10-14 05:31:09,737 - Max [top1: 76.450 (epoch: 636)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 05:31:09,737 - ==> Total time: 2 days, 8:53:02 Eta: 1 day, 8:08:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:31:16,911 - Train: 63.90% [799400/1251000] [639.0/1000.0] [batch_t 0.220 (0.326)] [data_t 0.008] [optim_t 0.212] [lr 0.000887] [CE 3.732 (4.135)] [KD 2.977 (3.148)] 2024-10-14 05:31:29,173 - Train: 63.90% [799450/1251000] [639.0/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.000887] [CE 3.998 (4.199)] [KD 2.983 (3.211)] 2024-10-14 05:31:41,214 - Train: 63.91% [799500/1251000] [639.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000887] [CE 4.660 (4.185)] [KD 3.723 (3.193)] 2024-10-14 05:31:52,619 - Train: 63.91% [799550/1251000] [639.1/1000.0] [batch_t 0.213 (0.228)] [data_t 0.008] [optim_t 0.204] [lr 0.000886] [CE 4.333 (4.234)] [KD 3.313 (3.216)] 2024-10-14 05:32:04,015 - Train: 63.92% [799600/1251000] [639.2/1000.0] [batch_t 0.218 (0.228)] [data_t 0.010] [optim_t 0.209] [lr 0.000886] [CE 3.567 (4.228)] [KD 2.886 (3.264)] 2024-10-14 05:32:15,827 - Train: 63.92% [799650/1251000] [639.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.000886] [CE 4.507 (4.153)] [KD 3.224 (3.181)] 2024-10-14 05:32:27,838 - Train: 63.92% [799700/1251000] [639.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.007] [optim_t 0.227] [lr 0.000886] [CE 3.351 (4.219)] [KD 2.824 (3.220)] 2024-10-14 05:32:39,836 - Train: 63.93% [799750/1251000] [639.3/1000.0] [batch_t 0.227 (0.240)] [data_t 0.008] [optim_t 0.219] [lr 0.000886] [CE 4.688 (4.227)] [KD 3.489 (3.230)] 2024-10-14 05:32:51,714 - Train: 63.93% [799800/1251000] [639.3/1000.0] [batch_t 0.224 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.000886] [CE 3.708 (4.153)] [KD 2.678 (3.220)] 2024-10-14 05:33:03,384 - Train: 63.94% [799850/1251000] [639.4/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.222] [lr 0.000885] [CE 4.451 (4.163)] [KD 3.525 (3.233)] 2024-10-14 05:33:15,409 - Train: 63.94% [799900/1251000] [639.4/1000.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.000885] [CE 4.036 (4.184)] [KD 3.010 (3.204)] 2024-10-14 05:33:27,075 - Train: 63.94% [799950/1251000] [639.4/1000.0] [batch_t 0.222 (0.233)] [data_t 0.010] [optim_t 0.212] [lr 0.000885] [CE 4.227 (4.207)] [KD 3.128 (3.232)] 2024-10-14 05:33:39,023 - Train: 63.95% [800000/1251000] [639.5/1000.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.000885] [CE 3.999 (4.208)] [KD 2.970 (3.235)] 2024-10-14 05:33:51,181 - Train: 63.95% [800050/1251000] [639.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000885] [CE 4.347 (4.237)] [KD 3.439 (3.249)] 2024-10-14 05:34:03,146 - Train: 63.96% [800100/1251000] [639.6/1000.0] [batch_t 0.225 (0.239)] [data_t 0.010] [optim_t 0.215] [lr 0.000885] [CE 3.281 (4.223)] [KD 2.951 (3.258)] 2024-10-14 05:34:15,073 - Train: 63.96% [800150/1251000] [639.6/1000.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.000884] [CE 4.380 (4.194)] [KD 3.322 (3.220)] 2024-10-14 05:34:26,842 - Train: 63.96% [800200/1251000] [639.6/1000.0] [batch_t 0.216 (0.235)] [data_t 0.006] [optim_t 0.210] [lr 0.000884] [CE 3.936 (4.161)] [KD 3.103 (3.163)] 2024-10-14 05:34:38,203 - Train: 63.97% [800250/1251000] [639.7/1000.0] [batch_t 0.222 (0.227)] [data_t 0.009] [optim_t 0.213] [lr 0.000884] [CE 3.923 (4.235)] [KD 2.815 (3.250)] 2024-10-14 05:34:50,181 - Train: 63.97% [800300/1251000] [639.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000884] [CE 4.389 (4.229)] [KD 3.177 (3.250)] 2024-10-14 05:35:02,299 - Train: 63.98% [800350/1251000] [639.8/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.221] [lr 0.000884] [CE 4.001 (4.252)] [KD 3.179 (3.248)] 2024-10-14 05:35:14,588 - Train: 63.98% [800400/1251000] [639.8/1000.0] [batch_t 0.223 (0.246)] [data_t 0.010] [optim_t 0.213] [lr 0.000884] [CE 4.046 (4.235)] [KD 3.160 (3.228)] 2024-10-14 05:35:26,204 - Train: 63.98% [800450/1251000] [639.8/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.000883] [CE 4.593 (4.223)] [KD 3.427 (3.229)] 2024-10-14 05:35:38,177 - Train: 63.99% [800500/1251000] [639.9/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.000883] [CE 4.289 (4.203)] [KD 3.218 (3.236)] 2024-10-14 05:35:49,765 - Train: 63.99% [800550/1251000] [639.9/1000.0] [batch_t 0.244 (0.232)] [data_t 0.009] [optim_t 0.235] [lr 0.000883] [CE 4.236 (4.189)] [KD 2.999 (3.278)] 2024-10-14 05:36:01,939 - Train: 64.00% [800600/1251000] [640.0/1000.0] [batch_t 0.256 (0.243)] [data_t 0.009] [optim_t 0.247] [lr 0.000883] [CE 4.385 (4.251)] [KD 3.294 (3.304)] 2024-10-14 05:36:20,918 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.181)] [top1_cnt 38011] [top5_cnt 46525] [top_all 50000] 2024-10-14 05:36:20,919 - net: 76.022 (93.050) 2024-10-14 05:36:29,560 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.156)] [top1_cnt 39688] [top5_cnt 47294] [top_all 50000] 2024-10-14 05:36:29,561 - net_E: 79.376 (94.588) 2024-10-14 05:36:29,766 - Max [top1: 76.450 (epoch: 636)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 05:36:29,766 - ==> Total time: 2 days, 8:58:22 Eta: 1 day, 8:02:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:36:35,237 - Train: 64.00% [800650/1251000] [640.0/1000.0] [batch_t 0.230 (0.291)] [data_t 0.010] [optim_t 0.219] [lr 0.000883] [CE 4.204 (4.257)] [KD 3.165 (3.219)] 2024-10-14 05:36:47,253 - Train: 64.00% [800700/1251000] [640.0/1000.0] [batch_t 0.216 (0.240)] [data_t 0.010] [optim_t 0.206] [lr 0.000883] [CE 4.156 (4.307)] [KD 3.235 (3.236)] 2024-10-14 05:36:59,223 - Train: 64.01% [800750/1251000] [640.1/1000.0] [batch_t 0.224 (0.239)] [data_t 0.010] [optim_t 0.214] [lr 0.000882] [CE 3.768 (4.222)] [KD 2.930 (3.217)] 2024-10-14 05:37:10,915 - Train: 64.01% [800800/1251000] [640.1/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.000882] [CE 3.957 (4.197)] [KD 3.159 (3.212)] 2024-10-14 05:37:22,274 - Train: 64.02% [800850/1251000] [640.2/1000.0] [batch_t 0.223 (0.227)] [data_t 0.010] [optim_t 0.213] [lr 0.000882] [CE 3.601 (4.134)] [KD 3.058 (3.197)] 2024-10-14 05:37:34,450 - Train: 64.02% [800900/1251000] [640.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.000882] [CE 4.357 (4.203)] [KD 3.173 (3.209)] 2024-10-14 05:37:46,338 - Train: 64.02% [800950/1251000] [640.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.000882] [CE 4.113 (4.179)] [KD 3.322 (3.204)] 2024-10-14 05:37:58,081 - Train: 64.03% [801000/1251000] [640.3/1000.0] [batch_t 0.246 (0.235)] [data_t 0.006] [optim_t 0.240] [lr 0.000882] [CE 4.258 (4.200)] [KD 3.417 (3.194)] 2024-10-14 05:38:10,029 - Train: 64.03% [801050/1251000] [640.3/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.000881] [CE 4.074 (4.118)] [KD 3.058 (3.128)] 2024-10-14 05:38:21,942 - Train: 64.04% [801100/1251000] [640.4/1000.0] [batch_t 0.247 (0.238)] [data_t 0.010] [optim_t 0.237] [lr 0.000881] [CE 4.076 (4.174)] [KD 3.304 (3.209)] 2024-10-14 05:38:33,514 - Train: 64.04% [801150/1251000] [640.4/1000.0] [batch_t 0.233 (0.231)] [data_t 0.007] [optim_t 0.225] [lr 0.000881] [CE 4.218 (4.205)] [KD 3.389 (3.232)] 2024-10-14 05:38:45,392 - Train: 64.04% [801200/1251000] [640.4/1000.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.000881] [CE 4.317 (4.274)] [KD 3.356 (3.260)] 2024-10-14 05:38:57,011 - Train: 64.05% [801250/1251000] [640.5/1000.0] [batch_t 0.220 (0.232)] [data_t 0.011] [optim_t 0.209] [lr 0.000881] [CE 4.333 (4.141)] [KD 3.151 (3.177)] 2024-10-14 05:39:09,326 - Train: 64.05% [801300/1251000] [640.5/1000.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.218] [lr 0.000880] [CE 4.670 (4.244)] [KD 3.498 (3.210)] 2024-10-14 05:39:21,233 - Train: 64.06% [801350/1251000] [640.6/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.000880] [CE 4.118 (4.223)] [KD 3.137 (3.235)] 2024-10-14 05:39:33,485 - Train: 64.06% [801400/1251000] [640.6/1000.0] [batch_t 0.247 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.000880] [CE 4.222 (4.278)] [KD 3.112 (3.247)] 2024-10-14 05:39:45,362 - Train: 64.06% [801450/1251000] [640.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.006] [optim_t 0.226] [lr 0.000880] [CE 4.221 (4.238)] [KD 3.094 (3.248)] 2024-10-14 05:39:57,962 - Train: 64.07% [801500/1251000] [640.7/1000.0] [batch_t 0.238 (0.252)] [data_t 0.008] [optim_t 0.229] [lr 0.000880] [CE 3.904 (4.148)] [KD 3.026 (3.203)] 2024-10-14 05:40:10,623 - Train: 64.07% [801550/1251000] [640.7/1000.0] [batch_t 0.223 (0.253)] [data_t 0.009] [optim_t 0.214] [lr 0.000880] [CE 3.708 (4.204)] [KD 2.885 (3.208)] 2024-10-14 05:40:22,532 - Train: 64.08% [801600/1251000] [640.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.008] [optim_t 0.226] [lr 0.000879] [CE 4.019 (4.180)] [KD 3.208 (3.224)] 2024-10-14 05:40:34,316 - Train: 64.08% [801650/1251000] [640.8/1000.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.000879] [CE 4.180 (4.193)] [KD 3.298 (3.214)] 2024-10-14 05:40:46,939 - Train: 64.08% [801700/1251000] [640.8/1000.0] [batch_t 0.423 (0.252)] [data_t 0.008] [optim_t 0.415] [lr 0.000879] [CE 3.674 (4.128)] [KD 3.003 (3.177)] 2024-10-14 05:40:58,649 - Train: 64.09% [801750/1251000] [640.9/1000.0] [batch_t 0.222 (0.234)] [data_t 0.007] [optim_t 0.215] [lr 0.000879] [CE 3.784 (4.197)] [KD 2.970 (3.208)] 2024-10-14 05:41:10,603 - Train: 64.09% [801800/1251000] [640.9/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.221] [lr 0.000879] [CE 3.931 (4.185)] [KD 3.060 (3.221)] 2024-10-14 05:41:22,933 - Train: 64.10% [801850/1251000] [641.0/1000.0] [batch_t 0.248 (0.246)] [data_t 0.007] [optim_t 0.241] [lr 0.000879] [CE 3.956 (4.227)] [KD 3.099 (3.237)] 2024-10-14 05:41:41,781 - Test (net): 100.00% [50/50] [batch_t 0.130 (0.164)] [top1_cnt 38024] [top5_cnt 46623] [top_all 50000] 2024-10-14 05:41:41,782 - net: 76.048 (93.246) 2024-10-14 05:41:50,766 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.164)] [top1_cnt 39691] [top5_cnt 47299] [top_all 50000] 2024-10-14 05:41:50,767 - net_E: 79.382 (94.598) 2024-10-14 05:41:51,000 - Max [top1: 76.450 (epoch: 636)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 05:41:51,001 - ==> Total time: 2 days, 9:03:43 Eta: 1 day, 7:57:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:41:57,012 - Train: 64.10% [801900/1251000] [641.0/1000.0] [batch_t 0.234 (0.306)] [data_t 0.006] [optim_t 0.228] [lr 0.000878] [CE 4.605 (4.362)] [KD 3.403 (3.284)] 2024-10-14 05:42:09,390 - Train: 64.10% [801950/1251000] [641.0/1000.0] [batch_t 0.247 (0.247)] [data_t 0.009] [optim_t 0.238] [lr 0.000878] [CE 4.565 (4.186)] [KD 3.358 (3.199)] 2024-10-14 05:42:21,564 - Train: 64.11% [802000/1251000] [641.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000878] [CE 4.546 (4.169)] [KD 3.462 (3.201)] 2024-10-14 05:42:33,437 - Train: 64.11% [802050/1251000] [641.1/1000.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.000878] [CE 4.422 (4.217)] [KD 3.239 (3.243)] 2024-10-14 05:42:45,575 - Train: 64.12% [802100/1251000] [641.2/1000.0] [batch_t 0.225 (0.243)] [data_t 0.010] [optim_t 0.215] [lr 0.000878] [CE 3.621 (4.218)] [KD 2.879 (3.191)] 2024-10-14 05:42:57,671 - Train: 64.12% [802150/1251000] [641.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000878] [CE 3.998 (4.198)] [KD 3.408 (3.170)] 2024-10-14 05:43:09,602 - Train: 64.12% [802200/1251000] [641.2/1000.0] [batch_t 0.220 (0.238)] [data_t 0.008] [optim_t 0.212] [lr 0.000877] [CE 4.059 (4.193)] [KD 3.140 (3.233)] 2024-10-14 05:43:21,768 - Train: 64.13% [802250/1251000] [641.3/1000.0] [batch_t 0.216 (0.243)] [data_t 0.010] [optim_t 0.206] [lr 0.000877] [CE 4.182 (4.147)] [KD 3.175 (3.217)] 2024-10-14 05:43:33,519 - Train: 64.13% [802300/1251000] [641.3/1000.0] [batch_t 0.210 (0.235)] [data_t 0.009] [optim_t 0.201] [lr 0.000877] [CE 4.283 (4.205)] [KD 3.294 (3.250)] 2024-10-14 05:43:45,046 - Train: 64.14% [802350/1251000] [641.4/1000.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.000877] [CE 4.700 (4.221)] [KD 3.667 (3.235)] 2024-10-14 05:43:57,473 - Train: 64.14% [802400/1251000] [641.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.008] [optim_t 0.223] [lr 0.000877] [CE 3.998 (4.264)] [KD 3.098 (3.240)] 2024-10-14 05:44:09,870 - Train: 64.14% [802450/1251000] [641.4/1000.0] [batch_t 0.230 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.000877] [CE 4.120 (4.233)] [KD 3.090 (3.210)] 2024-10-14 05:44:21,396 - Train: 64.15% [802500/1251000] [641.5/1000.0] [batch_t 0.225 (0.230)] [data_t 0.007] [optim_t 0.218] [lr 0.000876] [CE 4.271 (4.181)] [KD 3.334 (3.163)] 2024-10-14 05:44:33,196 - Train: 64.15% [802550/1251000] [641.5/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.000876] [CE 3.613 (4.185)] [KD 2.977 (3.227)] 2024-10-14 05:44:45,216 - Train: 64.16% [802600/1251000] [641.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000876] [CE 4.418 (4.184)] [KD 3.220 (3.211)] 2024-10-14 05:44:56,712 - Train: 64.16% [802650/1251000] [641.6/1000.0] [batch_t 0.237 (0.230)] [data_t 0.011] [optim_t 0.226] [lr 0.000876] [CE 4.544 (4.240)] [KD 3.434 (3.237)] 2024-10-14 05:45:08,905 - Train: 64.16% [802700/1251000] [641.6/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.000876] [CE 4.392 (4.163)] [KD 3.200 (3.194)] 2024-10-14 05:45:21,181 - Train: 64.17% [802750/1251000] [641.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000876] [CE 4.591 (4.239)] [KD 3.376 (3.248)] 2024-10-14 05:45:33,020 - Train: 64.17% [802800/1251000] [641.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.000875] [CE 4.221 (4.193)] [KD 3.211 (3.188)] 2024-10-14 05:45:44,583 - Train: 64.18% [802850/1251000] [641.8/1000.0] [batch_t 0.226 (0.231)] [data_t 0.008] [optim_t 0.218] [lr 0.000875] [CE 4.290 (4.168)] [KD 3.158 (3.226)] 2024-10-14 05:45:56,272 - Train: 64.18% [802900/1251000] [641.8/1000.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.000875] [CE 4.509 (4.132)] [KD 3.411 (3.197)] 2024-10-14 05:46:07,800 - Train: 64.18% [802950/1251000] [641.8/1000.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.000875] [CE 4.436 (4.218)] [KD 3.259 (3.241)] 2024-10-14 05:46:19,487 - Train: 64.19% [803000/1251000] [641.9/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.000875] [CE 4.181 (4.225)] [KD 3.290 (3.219)] 2024-10-14 05:46:31,669 - Train: 64.19% [803050/1251000] [641.9/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.000875] [CE 4.222 (4.142)] [KD 3.084 (3.170)] 2024-10-14 05:46:43,594 - Train: 64.20% [803100/1251000] [642.0/1000.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.000874] [CE 4.595 (4.156)] [KD 3.396 (3.200)] 2024-10-14 05:47:03,182 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.189)] [top1_cnt 38200] [top5_cnt 46620] [top_all 50000] 2024-10-14 05:47:03,183 - net: 76.400 (93.240) 2024-10-14 05:47:13,243 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.184)] [top1_cnt 39698] [top5_cnt 47296] [top_all 50000] 2024-10-14 05:47:13,244 - net_E: 79.396 (94.592) 2024-10-14 05:47:13,479 - Max [top1: 76.450 (epoch: 636)] [top1-ema: 79.418 (epoch: 631)] 2024-10-14 05:47:13,479 - ==> Total time: 2 days, 9:09:06 Eta: 1 day, 7:52:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:47:19,283 - Train: 64.20% [803150/1251000] [642.0/1000.0] [batch_t 0.217 (0.303)] [data_t 0.010] [optim_t 0.207] [lr 0.000874] [CE 4.335 (4.222)] [KD 3.136 (3.122)] 2024-10-14 05:47:31,482 - Train: 64.20% [803200/1251000] [642.0/1000.0] [batch_t 0.248 (0.244)] [data_t 0.011] [optim_t 0.237] [lr 0.000874] [CE 4.195 (4.235)] [KD 3.205 (3.215)] 2024-10-14 05:47:43,199 - Train: 64.21% [803250/1251000] [642.1/1000.0] [batch_t 0.231 (0.234)] [data_t 0.006] [optim_t 0.224] [lr 0.000874] [CE 3.798 (4.209)] [KD 3.015 (3.142)] 2024-10-14 05:47:55,090 - Train: 64.21% [803300/1251000] [642.1/1000.0] [batch_t 0.227 (0.238)] [data_t 0.010] [optim_t 0.217] [lr 0.000874] [CE 4.080 (4.196)] [KD 3.042 (3.182)] 2024-10-14 05:48:06,772 - Train: 64.22% [803350/1251000] [642.2/1000.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.000874] [CE 3.851 (4.225)] [KD 3.025 (3.181)] 2024-10-14 05:48:19,668 - Train: 64.22% [803400/1251000] [642.2/1000.0] [batch_t 0.238 (0.258)] [data_t 0.008] [optim_t 0.230] [lr 0.000873] [CE 4.641 (4.226)] [KD 3.390 (3.240)] 2024-10-14 05:48:31,619 - Train: 64.22% [803450/1251000] [642.2/1000.0] [batch_t 0.236 (0.239)] [data_t 0.008] [optim_t 0.228] [lr 0.000873] [CE 4.216 (4.182)] [KD 3.060 (3.147)] 2024-10-14 05:48:44,177 - Train: 64.23% [803500/1251000] [642.3/1000.0] [batch_t 0.230 (0.251)] [data_t 0.009] [optim_t 0.221] [lr 0.000873] [CE 4.261 (4.102)] [KD 3.273 (3.095)] 2024-10-14 05:48:56,334 - Train: 64.23% [803550/1251000] [642.3/1000.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.238] [lr 0.000873] [CE 4.212 (4.263)] [KD 3.134 (3.197)] 2024-10-14 05:49:08,640 - Train: 64.24% [803600/1251000] [642.4/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.224] [lr 0.000873] [CE 3.567 (4.144)] [KD 2.941 (3.162)] 2024-10-14 05:49:20,283 - Train: 64.24% [803650/1251000] [642.4/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000873] [CE 4.025 (4.110)] [KD 3.143 (3.175)] 2024-10-14 05:49:32,978 - Train: 64.24% [803700/1251000] [642.4/1000.0] [batch_t 0.227 (0.254)] [data_t 0.009] [optim_t 0.219] [lr 0.000872] [CE 4.237 (4.190)] [KD 3.084 (3.222)] 2024-10-14 05:49:44,750 - Train: 64.25% [803750/1251000] [642.5/1000.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.000872] [CE 4.160 (4.319)] [KD 3.288 (3.240)] 2024-10-14 05:49:56,661 - Train: 64.25% [803800/1251000] [642.5/1000.0] [batch_t 0.246 (0.238)] [data_t 0.006] [optim_t 0.240] [lr 0.000872] [CE 3.853 (4.205)] [KD 3.029 (3.225)] 2024-10-14 05:50:08,432 - Train: 64.26% [803850/1251000] [642.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.008] [optim_t 0.220] [lr 0.000872] [CE 4.245 (4.162)] [KD 3.230 (3.231)] 2024-10-14 05:50:20,535 - Train: 64.26% [803900/1251000] [642.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000872] [CE 4.925 (4.184)] [KD 3.461 (3.201)] 2024-10-14 05:50:32,325 - Train: 64.26% [803950/1251000] [642.6/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.000872] [CE 3.456 (4.126)] [KD 3.014 (3.162)] 2024-10-14 05:50:44,466 - Train: 64.27% [804000/1251000] [642.7/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.000871] [CE 4.006 (4.204)] [KD 3.167 (3.219)] 2024-10-14 05:50:56,387 - Train: 64.27% [804050/1251000] [642.7/1000.0] [batch_t 0.222 (0.238)] [data_t 0.008] [optim_t 0.214] [lr 0.000871] [CE 4.087 (4.174)] [KD 3.120 (3.198)] 2024-10-14 05:51:08,588 - Train: 64.28% [804100/1251000] [642.8/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.216] [lr 0.000871] [CE 3.608 (4.153)] [KD 2.872 (3.174)] 2024-10-14 05:51:20,719 - Train: 64.28% [804150/1251000] [642.8/1000.0] [batch_t 0.246 (0.242)] [data_t 0.007] [optim_t 0.239] [lr 0.000871] [CE 4.161 (4.105)] [KD 3.178 (3.183)] 2024-10-14 05:51:33,167 - Train: 64.28% [804200/1251000] [642.8/1000.0] [batch_t 0.252 (0.249)] [data_t 0.006] [optim_t 0.246] [lr 0.000871] [CE 4.327 (4.196)] [KD 3.029 (3.200)] 2024-10-14 05:51:45,136 - Train: 64.29% [804250/1251000] [642.9/1000.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.000871] [CE 4.359 (4.228)] [KD 3.408 (3.234)] 2024-10-14 05:51:57,580 - Train: 64.29% [804300/1251000] [642.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.000870] [CE 4.242 (4.192)] [KD 3.205 (3.213)] 2024-10-14 05:52:09,807 - Train: 64.30% [804350/1251000] [643.0/1000.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.000870] [CE 4.503 (4.180)] [KD 3.184 (3.205)] 2024-10-14 05:52:29,366 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.176)] [top1_cnt 38185] [top5_cnt 46553] [top_all 50000] 2024-10-14 05:52:29,367 - net: 76.370 (93.106) 2024-10-14 05:52:38,498 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 39715] [top5_cnt 47305] [top_all 50000] 2024-10-14 05:52:38,499 - net_E: 79.430 (94.610) 2024-10-14 05:52:38,694 - Max [top1: 76.450 (epoch: 636)] [top1-ema: 79.430 (epoch: 643)] 2024-10-14 05:52:38,709 - ==> Total time: 2 days, 9:14:31 Eta: 1 day, 7:46:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:52:53,619 - Train: 64.30% [804400/1251000] [643.0/1000.0] [batch_t 0.220 (0.320)] [data_t 0.008] [optim_t 0.213] [lr 0.000870] [CE 4.091 (4.127)] [KD 3.117 (3.200)] 2024-10-14 05:53:05,732 - Train: 64.30% [804450/1251000] [643.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.000870] [CE 4.176 (4.237)] [KD 3.334 (3.227)] 2024-10-14 05:53:17,437 - Train: 64.31% [804500/1251000] [643.1/1000.0] [batch_t 0.250 (0.234)] [data_t 0.010] [optim_t 0.240] [lr 0.000870] [CE 4.373 (4.193)] [KD 3.110 (3.181)] 2024-10-14 05:53:29,621 - Train: 64.31% [804550/1251000] [643.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.000870] [CE 3.661 (4.186)] [KD 2.891 (3.209)] 2024-10-14 05:53:41,202 - Train: 64.32% [804600/1251000] [643.2/1000.0] [batch_t 0.224 (0.231)] [data_t 0.007] [optim_t 0.218] [lr 0.000869] [CE 4.190 (4.204)] [KD 3.148 (3.197)] 2024-10-14 05:53:52,814 - Train: 64.32% [804650/1251000] [643.2/1000.0] [batch_t 0.230 (0.232)] [data_t 0.006] [optim_t 0.224] [lr 0.000869] [CE 4.022 (4.185)] [KD 2.919 (3.198)] 2024-10-14 05:54:04,850 - Train: 64.32% [804700/1251000] [643.2/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.000869] [CE 4.117 (4.189)] [KD 3.149 (3.208)] 2024-10-14 05:54:16,961 - Train: 64.33% [804750/1251000] [643.3/1000.0] [batch_t 0.218 (0.242)] [data_t 0.009] [optim_t 0.208] [lr 0.000869] [CE 4.154 (4.263)] [KD 3.168 (3.265)] 2024-10-14 05:54:28,720 - Train: 64.33% [804800/1251000] [643.3/1000.0] [batch_t 0.225 (0.235)] [data_t 0.008] [optim_t 0.217] [lr 0.000869] [CE 3.744 (4.185)] [KD 3.008 (3.180)] 2024-10-14 05:54:40,924 - Train: 64.34% [804850/1251000] [643.4/1000.0] [batch_t 0.222 (0.244)] [data_t 0.009] [optim_t 0.213] [lr 0.000869] [CE 4.585 (4.167)] [KD 3.640 (3.192)] 2024-10-14 05:54:52,735 - Train: 64.34% [804900/1251000] [643.4/1000.0] [batch_t 0.239 (0.236)] [data_t 0.008] [optim_t 0.231] [lr 0.000868] [CE 4.380 (4.130)] [KD 3.227 (3.162)] 2024-10-14 05:55:04,581 - Train: 64.34% [804950/1251000] [643.4/1000.0] [batch_t 0.232 (0.237)] [data_t 0.006] [optim_t 0.226] [lr 0.000868] [CE 4.501 (4.140)] [KD 3.210 (3.168)] 2024-10-14 05:55:16,329 - Train: 64.35% [805000/1251000] [643.5/1000.0] [batch_t 0.216 (0.235)] [data_t 0.008] [optim_t 0.209] [lr 0.000868] [CE 4.016 (4.225)] [KD 3.328 (3.220)] 2024-10-14 05:55:28,597 - Train: 64.35% [805050/1251000] [643.5/1000.0] [batch_t 0.215 (0.245)] [data_t 0.009] [optim_t 0.206] [lr 0.000868] [CE 4.378 (4.233)] [KD 3.512 (3.265)] 2024-10-14 05:55:40,154 - Train: 64.36% [805100/1251000] [643.6/1000.0] [batch_t 0.242 (0.231)] [data_t 0.010] [optim_t 0.232] [lr 0.000868] [CE 3.964 (4.124)] [KD 3.065 (3.216)] 2024-10-14 05:55:52,185 - Train: 64.36% [805150/1251000] [643.6/1000.0] [batch_t 0.219 (0.240)] [data_t 0.008] [optim_t 0.211] [lr 0.000868] [CE 3.824 (4.214)] [KD 3.124 (3.236)] 2024-10-14 05:56:04,271 - Train: 64.36% [805200/1251000] [643.6/1000.0] [batch_t 0.212 (0.242)] [data_t 0.010] [optim_t 0.202] [lr 0.000867] [CE 4.059 (4.273)] [KD 3.085 (3.275)] 2024-10-14 05:56:16,161 - Train: 64.37% [805250/1251000] [643.7/1000.0] [batch_t 0.215 (0.238)] [data_t 0.009] [optim_t 0.205] [lr 0.000867] [CE 3.793 (4.257)] [KD 2.746 (3.235)] 2024-10-14 05:56:27,676 - Train: 64.37% [805300/1251000] [643.7/1000.0] [batch_t 0.235 (0.230)] [data_t 0.010] [optim_t 0.225] [lr 0.000867] [CE 4.070 (4.215)] [KD 3.018 (3.209)] 2024-10-14 05:56:39,718 - Train: 64.38% [805350/1251000] [643.8/1000.0] [batch_t 0.225 (0.241)] [data_t 0.010] [optim_t 0.215] [lr 0.000867] [CE 4.249 (4.227)] [KD 3.254 (3.232)] 2024-10-14 05:56:51,558 - Train: 64.38% [805400/1251000] [643.8/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.000867] [CE 3.770 (4.128)] [KD 2.978 (3.151)] 2024-10-14 05:57:03,314 - Train: 64.38% [805450/1251000] [643.8/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.213] [lr 0.000867] [CE 4.386 (4.197)] [KD 3.317 (3.180)] 2024-10-14 05:57:15,651 - Train: 64.39% [805500/1251000] [643.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000866] [CE 4.415 (4.203)] [KD 3.322 (3.217)] 2024-10-14 05:57:28,019 - Train: 64.39% [805550/1251000] [643.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.225] [lr 0.000866] [CE 4.475 (4.205)] [KD 3.333 (3.230)] 2024-10-14 05:57:39,712 - Train: 64.40% [805600/1251000] [644.0/1000.0] [batch_t 0.232 (0.234)] [data_t 0.007] [optim_t 0.225] [lr 0.000866] [CE 4.287 (4.200)] [KD 2.993 (3.204)] 2024-10-14 05:57:59,174 - Test (net): 100.00% [50/50] [batch_t 0.295 (0.171)] [top1_cnt 38373] [top5_cnt 46662] [top_all 50000] 2024-10-14 05:57:59,174 - net: 76.746 (93.324) 2024-10-14 05:58:07,992 - Test (net_E): 100.00% [50/50] [batch_t 0.045 (0.160)] [top1_cnt 39689] [top5_cnt 47294] [top_all 50000] 2024-10-14 05:58:07,993 - net_E: 79.378 (94.588) 2024-10-14 05:58:08,206 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.430 (epoch: 643)] 2024-10-14 05:58:08,207 - ==> Total time: 2 days, 9:20:01 Eta: 1 day, 7:41:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 05:58:23,626 - Train: 64.40% [805650/1251000] [644.0/1000.0] [batch_t 0.237 (0.336)] [data_t 0.007] [optim_t 0.230] [lr 0.000866] [CE 3.461 (4.008)] [KD 2.862 (2.962)] 2024-10-14 05:58:35,679 - Train: 64.40% [805700/1251000] [644.0/1000.0] [batch_t 0.223 (0.241)] [data_t 0.007] [optim_t 0.216] [lr 0.000866] [CE 4.678 (4.196)] [KD 3.417 (3.195)] 2024-10-14 05:58:47,752 - Train: 64.41% [805750/1251000] [644.1/1000.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.216] [lr 0.000866] [CE 4.013 (4.280)] [KD 2.932 (3.255)] 2024-10-14 05:58:59,827 - Train: 64.41% [805800/1251000] [644.1/1000.0] [batch_t 0.222 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.000865] [CE 3.779 (4.162)] [KD 3.075 (3.187)] 2024-10-14 05:59:11,551 - Train: 64.42% [805850/1251000] [644.2/1000.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.000865] [CE 4.215 (4.201)] [KD 2.991 (3.189)] 2024-10-14 05:59:23,174 - Train: 64.42% [805900/1251000] [644.2/1000.0] [batch_t 0.213 (0.232)] [data_t 0.010] [optim_t 0.203] [lr 0.000865] [CE 4.078 (4.256)] [KD 3.230 (3.246)] 2024-10-14 05:59:35,228 - Train: 64.42% [805950/1251000] [644.2/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.000865] [CE 4.200 (4.267)] [KD 3.149 (3.238)] 2024-10-14 05:59:47,717 - Train: 64.43% [806000/1251000] [644.3/1000.0] [batch_t 0.228 (0.250)] [data_t 0.010] [optim_t 0.218] [lr 0.000865] [CE 4.128 (4.173)] [KD 3.154 (3.172)] 2024-10-14 05:59:59,641 - Train: 64.43% [806050/1251000] [644.3/1000.0] [batch_t 0.229 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.000865] [CE 3.635 (4.144)] [KD 2.789 (3.169)] 2024-10-14 06:00:11,375 - Train: 64.44% [806100/1251000] [644.4/1000.0] [batch_t 0.241 (0.235)] [data_t 0.008] [optim_t 0.232] [lr 0.000864] [CE 4.365 (4.158)] [KD 3.237 (3.197)] 2024-10-14 06:00:23,139 - Train: 64.44% [806150/1251000] [644.4/1000.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.000864] [CE 4.555 (4.185)] [KD 3.500 (3.192)] 2024-10-14 06:00:35,395 - Train: 64.44% [806200/1251000] [644.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000864] [CE 4.132 (4.219)] [KD 3.187 (3.238)] 2024-10-14 06:00:46,973 - Train: 64.45% [806250/1251000] [644.5/1000.0] [batch_t 0.219 (0.231)] [data_t 0.006] [optim_t 0.212] [lr 0.000864] [CE 4.322 (4.262)] [KD 3.307 (3.223)] 2024-10-14 06:00:59,276 - Train: 64.45% [806300/1251000] [644.5/1000.0] [batch_t 0.231 (0.246)] [data_t 0.008] [optim_t 0.223] [lr 0.000864] [CE 4.461 (4.236)] [KD 3.352 (3.213)] 2024-10-14 06:01:11,322 - Train: 64.46% [806350/1251000] [644.6/1000.0] [batch_t 0.221 (0.241)] [data_t 0.008] [optim_t 0.213] [lr 0.000864] [CE 4.352 (4.210)] [KD 3.327 (3.226)] 2024-10-14 06:01:23,605 - Train: 64.46% [806400/1251000] [644.6/1000.0] [batch_t 0.217 (0.245)] [data_t 0.009] [optim_t 0.207] [lr 0.000863] [CE 4.368 (4.207)] [KD 3.351 (3.247)] 2024-10-14 06:01:35,209 - Train: 64.46% [806450/1251000] [644.6/1000.0] [batch_t 0.235 (0.232)] [data_t 0.007] [optim_t 0.228] [lr 0.000863] [CE 4.263 (4.225)] [KD 3.300 (3.234)] 2024-10-14 06:01:47,085 - Train: 64.47% [806500/1251000] [644.7/1000.0] [batch_t 0.235 (0.237)] [data_t 0.010] [optim_t 0.225] [lr 0.000863] [CE 4.474 (4.193)] [KD 3.395 (3.228)] 2024-10-14 06:01:59,016 - Train: 64.47% [806550/1251000] [644.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.229] [lr 0.000863] [CE 4.063 (4.253)] [KD 3.344 (3.251)] 2024-10-14 06:02:11,146 - Train: 64.48% [806600/1251000] [644.8/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.000863] [CE 4.414 (4.201)] [KD 3.317 (3.205)] 2024-10-14 06:02:23,046 - Train: 64.48% [806650/1251000] [644.8/1000.0] [batch_t 0.213 (0.238)] [data_t 0.008] [optim_t 0.205] [lr 0.000863] [CE 4.308 (4.271)] [KD 3.391 (3.258)] 2024-10-14 06:02:35,145 - Train: 64.48% [806700/1251000] [644.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.000862] [CE 4.090 (4.193)] [KD 3.394 (3.236)] 2024-10-14 06:02:46,919 - Train: 64.49% [806750/1251000] [644.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.228] [lr 0.000862] [CE 4.571 (4.193)] [KD 3.524 (3.233)] 2024-10-14 06:02:58,973 - Train: 64.49% [806800/1251000] [644.9/1000.0] [batch_t 0.222 (0.241)] [data_t 0.010] [optim_t 0.212] [lr 0.000862] [CE 4.499 (4.286)] [KD 3.372 (3.243)] 2024-10-14 06:03:10,794 - Train: 64.50% [806850/1251000] [645.0/1000.0] [batch_t 0.242 (0.236)] [data_t 0.010] [optim_t 0.232] [lr 0.000862] [CE 3.588 (4.186)] [KD 2.846 (3.192)] 2024-10-14 06:03:30,880 - Test (net): 100.00% [50/50] [batch_t 0.254 (0.184)] [top1_cnt 38054] [top5_cnt 46578] [top_all 50000] 2024-10-14 06:03:30,880 - net: 76.108 (93.156) 2024-10-14 06:03:40,227 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 39675] [top5_cnt 47315] [top_all 50000] 2024-10-14 06:03:40,228 - net_E: 79.350 (94.630) 2024-10-14 06:03:40,441 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.430 (epoch: 643)] 2024-10-14 06:03:40,445 - ==> Total time: 2 days, 9:25:33 Eta: 1 day, 7:36:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:03:53,899 - Train: 64.50% [806900/1251000] [645.0/1000.0] [batch_t 0.215 (0.346)] [data_t 0.008] [optim_t 0.207] [lr 0.000862] [CE 4.817 (4.340)] [KD 3.589 (3.236)] 2024-10-14 06:04:06,728 - Train: 64.50% [806950/1251000] [645.0/1000.0] [batch_t 0.411 (0.256)] [data_t 0.009] [optim_t 0.403] [lr 0.000862] [CE 4.004 (4.224)] [KD 3.215 (3.199)] 2024-10-14 06:04:18,882 - Train: 64.51% [807000/1251000] [645.1/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.000861] [CE 4.643 (4.081)] [KD 3.443 (3.123)] 2024-10-14 06:04:30,535 - Train: 64.51% [807050/1251000] [645.1/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.000861] [CE 4.241 (4.151)] [KD 3.383 (3.203)] 2024-10-14 06:04:42,523 - Train: 64.52% [807100/1251000] [645.2/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.000861] [CE 4.275 (4.224)] [KD 3.382 (3.231)] 2024-10-14 06:04:54,867 - Train: 64.52% [807150/1251000] [645.2/1000.0] [batch_t 0.214 (0.247)] [data_t 0.007] [optim_t 0.207] [lr 0.000861] [CE 4.230 (4.198)] [KD 3.140 (3.201)] 2024-10-14 06:05:06,456 - Train: 64.52% [807200/1251000] [645.2/1000.0] [batch_t 0.246 (0.232)] [data_t 0.009] [optim_t 0.237] [lr 0.000861] [CE 3.983 (4.188)] [KD 3.202 (3.207)] 2024-10-14 06:05:18,200 - Train: 64.53% [807250/1251000] [645.3/1000.0] [batch_t 0.222 (0.235)] [data_t 0.007] [optim_t 0.215] [lr 0.000861] [CE 4.512 (4.119)] [KD 3.396 (3.161)] 2024-10-14 06:05:29,922 - Train: 64.53% [807300/1251000] [645.3/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000860] [CE 4.199 (4.197)] [KD 3.256 (3.225)] 2024-10-14 06:05:41,830 - Train: 64.54% [807350/1251000] [645.4/1000.0] [batch_t 0.238 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.000860] [CE 4.152 (4.250)] [KD 3.166 (3.193)] 2024-10-14 06:05:53,361 - Train: 64.54% [807400/1251000] [645.4/1000.0] [batch_t 0.228 (0.230)] [data_t 0.007] [optim_t 0.221] [lr 0.000860] [CE 4.118 (4.233)] [KD 3.271 (3.243)] 2024-10-14 06:06:05,164 - Train: 64.54% [807450/1251000] [645.4/1000.0] [batch_t 0.225 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.000860] [CE 3.884 (4.170)] [KD 2.957 (3.152)] 2024-10-14 06:06:16,549 - Train: 64.55% [807500/1251000] [645.5/1000.0] [batch_t 0.229 (0.227)] [data_t 0.007] [optim_t 0.222] [lr 0.000860] [CE 4.096 (4.169)] [KD 3.320 (3.188)] 2024-10-14 06:06:28,803 - Train: 64.55% [807550/1251000] [645.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000860] [CE 4.556 (4.259)] [KD 3.480 (3.226)] 2024-10-14 06:06:40,365 - Train: 64.56% [807600/1251000] [645.6/1000.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.000859] [CE 3.823 (4.167)] [KD 3.072 (3.198)] 2024-10-14 06:06:51,874 - Train: 64.56% [807650/1251000] [645.6/1000.0] [batch_t 0.213 (0.230)] [data_t 0.007] [optim_t 0.206] [lr 0.000859] [CE 4.172 (4.112)] [KD 2.938 (3.151)] 2024-10-14 06:07:03,532 - Train: 64.56% [807700/1251000] [645.6/1000.0] [batch_t 0.224 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.000859] [CE 4.383 (4.143)] [KD 3.610 (3.189)] 2024-10-14 06:07:15,508 - Train: 64.57% [807750/1251000] [645.7/1000.0] [batch_t 0.215 (0.239)] [data_t 0.008] [optim_t 0.207] [lr 0.000859] [CE 3.806 (4.196)] [KD 2.853 (3.197)] 2024-10-14 06:07:27,076 - Train: 64.57% [807800/1251000] [645.7/1000.0] [batch_t 0.216 (0.231)] [data_t 0.009] [optim_t 0.207] [lr 0.000859] [CE 4.013 (4.184)] [KD 3.245 (3.189)] 2024-10-14 06:07:38,650 - Train: 64.58% [807850/1251000] [645.8/1000.0] [batch_t 0.212 (0.231)] [data_t 0.008] [optim_t 0.204] [lr 0.000858] [CE 4.095 (4.213)] [KD 3.099 (3.217)] 2024-10-14 06:07:50,281 - Train: 64.58% [807900/1251000] [645.8/1000.0] [batch_t 0.382 (0.232)] [data_t 0.007] [optim_t 0.374] [lr 0.000858] [CE 4.050 (4.189)] [KD 3.343 (3.183)] 2024-10-14 06:08:02,481 - Train: 64.58% [807950/1251000] [645.8/1000.0] [batch_t 0.221 (0.244)] [data_t 0.008] [optim_t 0.213] [lr 0.000858] [CE 3.891 (4.195)] [KD 3.079 (3.180)] 2024-10-14 06:08:14,106 - Train: 64.59% [808000/1251000] [645.9/1000.0] [batch_t 0.226 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.000858] [CE 4.041 (4.195)] [KD 2.886 (3.156)] 2024-10-14 06:08:25,505 - Train: 64.59% [808050/1251000] [645.9/1000.0] [batch_t 0.244 (0.228)] [data_t 0.009] [optim_t 0.235] [lr 0.000858] [CE 4.158 (4.179)] [KD 3.101 (3.147)] 2024-10-14 06:08:37,455 - Train: 64.60% [808100/1251000] [646.0/1000.0] [batch_t 0.224 (0.239)] [data_t 0.010] [optim_t 0.214] [lr 0.000858] [CE 4.292 (4.245)] [KD 3.127 (3.201)] 2024-10-14 06:08:57,028 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 37974] [top5_cnt 46510] [top_all 50000] 2024-10-14 06:08:57,029 - net: 75.948 (93.020) 2024-10-14 06:09:05,891 - Test (net_E): 100.00% [50/50] [batch_t 0.155 (0.160)] [top1_cnt 39700] [top5_cnt 47302] [top_all 50000] 2024-10-14 06:09:05,892 - net_E: 79.400 (94.604) 2024-10-14 06:09:06,116 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.430 (epoch: 643)] 2024-10-14 06:09:06,117 - ==> Total time: 2 days, 9:30:58 Eta: 1 day, 7:31:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:09:10,688 - Train: 64.60% [808150/1251000] [646.0/1000.0] [batch_t 0.225 (0.420)] [data_t 0.007] [optim_t 0.218] [lr 0.000857] [CE 4.217 (4.095)] [KD 3.121 (3.225)] 2024-10-14 06:09:22,408 - Train: 64.60% [808200/1251000] [646.0/1000.0] [batch_t 0.227 (0.234)] [data_t 0.010] [optim_t 0.216] [lr 0.000857] [CE 3.890 (4.232)] [KD 2.934 (3.184)] 2024-10-14 06:09:34,584 - Train: 64.61% [808250/1251000] [646.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.000857] [CE 4.313 (4.165)] [KD 3.281 (3.174)] 2024-10-14 06:09:46,675 - Train: 64.61% [808300/1251000] [646.1/1000.0] [batch_t 0.454 (0.242)] [data_t 0.007] [optim_t 0.447] [lr 0.000857] [CE 3.944 (4.246)] [KD 2.973 (3.202)] 2024-10-14 06:09:58,387 - Train: 64.62% [808350/1251000] [646.2/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000857] [CE 4.637 (4.250)] [KD 3.566 (3.197)] 2024-10-14 06:10:10,778 - Train: 64.62% [808400/1251000] [646.2/1000.0] [batch_t 0.247 (0.248)] [data_t 0.007] [optim_t 0.240] [lr 0.000857] [CE 3.960 (4.135)] [KD 3.137 (3.142)] 2024-10-14 06:10:22,974 - Train: 64.62% [808450/1251000] [646.2/1000.0] [batch_t 0.221 (0.244)] [data_t 0.008] [optim_t 0.213] [lr 0.000856] [CE 4.438 (4.265)] [KD 3.304 (3.194)] 2024-10-14 06:10:34,695 - Train: 64.63% [808500/1251000] [646.3/1000.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.000856] [CE 4.237 (4.255)] [KD 3.238 (3.176)] 2024-10-14 06:10:47,017 - Train: 64.63% [808550/1251000] [646.3/1000.0] [batch_t 0.226 (0.246)] [data_t 0.008] [optim_t 0.218] [lr 0.000856] [CE 4.279 (4.179)] [KD 3.325 (3.200)] 2024-10-14 06:10:58,533 - Train: 64.64% [808600/1251000] [646.4/1000.0] [batch_t 0.219 (0.230)] [data_t 0.006] [optim_t 0.212] [lr 0.000856] [CE 4.227 (4.264)] [KD 3.302 (3.213)] 2024-10-14 06:11:10,163 - Train: 64.64% [808650/1251000] [646.4/1000.0] [batch_t 0.229 (0.232)] [data_t 0.011] [optim_t 0.218] [lr 0.000856] [CE 3.763 (4.177)] [KD 3.306 (3.190)] 2024-10-14 06:11:22,387 - Train: 64.64% [808700/1251000] [646.4/1000.0] [batch_t 0.226 (0.244)] [data_t 0.007] [optim_t 0.219] [lr 0.000856] [CE 4.447 (4.220)] [KD 3.380 (3.220)] 2024-10-14 06:11:34,490 - Train: 64.65% [808750/1251000] [646.5/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.220] [lr 0.000855] [CE 4.248 (4.237)] [KD 3.393 (3.232)] 2024-10-14 06:11:46,130 - Train: 64.65% [808800/1251000] [646.5/1000.0] [batch_t 0.224 (0.233)] [data_t 0.008] [optim_t 0.216] [lr 0.000855] [CE 4.557 (4.183)] [KD 3.191 (3.166)] 2024-10-14 06:11:58,033 - Train: 64.66% [808850/1251000] [646.6/1000.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000855] [CE 4.371 (4.322)] [KD 3.144 (3.253)] 2024-10-14 06:12:09,958 - Train: 64.66% [808900/1251000] [646.6/1000.0] [batch_t 0.224 (0.238)] [data_t 0.010] [optim_t 0.214] [lr 0.000855] [CE 3.597 (4.229)] [KD 2.832 (3.197)] 2024-10-14 06:12:22,107 - Train: 64.66% [808950/1251000] [646.6/1000.0] [batch_t 0.212 (0.243)] [data_t 0.007] [optim_t 0.205] [lr 0.000855] [CE 4.324 (4.276)] [KD 3.335 (3.212)] 2024-10-14 06:12:34,990 - Train: 64.67% [809000/1251000] [646.7/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.000855] [CE 4.165 (4.118)] [KD 3.145 (3.126)] 2024-10-14 06:12:47,091 - Train: 64.67% [809050/1251000] [646.7/1000.0] [batch_t 0.253 (0.242)] [data_t 0.007] [optim_t 0.247] [lr 0.000854] [CE 4.767 (4.221)] [KD 3.535 (3.223)] 2024-10-14 06:12:59,306 - Train: 64.68% [809100/1251000] [646.8/1000.0] [batch_t 0.249 (0.244)] [data_t 0.011] [optim_t 0.238] [lr 0.000854] [CE 4.770 (4.155)] [KD 3.419 (3.187)] 2024-10-14 06:13:12,242 - Train: 64.68% [809150/1251000] [646.8/1000.0] [batch_t 0.227 (0.258)] [data_t 0.008] [optim_t 0.219] [lr 0.000854] [CE 4.531 (4.230)] [KD 3.261 (3.199)] 2024-10-14 06:13:23,877 - Train: 64.68% [809200/1251000] [646.8/1000.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000854] [CE 4.130 (4.150)] [KD 3.097 (3.190)] 2024-10-14 06:13:35,950 - Train: 64.69% [809250/1251000] [646.9/1000.0] [batch_t 0.252 (0.241)] [data_t 0.007] [optim_t 0.245] [lr 0.000854] [CE 3.868 (4.204)] [KD 3.066 (3.236)] 2024-10-14 06:13:48,358 - Train: 64.69% [809300/1251000] [646.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.010] [optim_t 0.224] [lr 0.000854] [CE 4.206 (4.135)] [KD 3.213 (3.211)] 2024-10-14 06:14:00,788 - Train: 64.70% [809350/1251000] [647.0/1000.0] [batch_t 0.234 (0.248)] [data_t 0.008] [optim_t 0.226] [lr 0.000853] [CE 4.263 (4.150)] [KD 3.085 (3.199)] 2024-10-14 06:14:21,213 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.178)] [top1_cnt 38120] [top5_cnt 46520] [top_all 50000] 2024-10-14 06:14:21,214 - net: 76.240 (93.040) 2024-10-14 06:14:30,062 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 39731] [top5_cnt 47315] [top_all 50000] 2024-10-14 06:14:30,063 - net_E: 79.462 (94.630) 2024-10-14 06:14:30,281 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.462 (epoch: 647)] 2024-10-14 06:14:30,282 - ==> Total time: 2 days, 9:36:23 Eta: 1 day, 7:25:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:14:44,722 - Train: 64.70% [809400/1251000] [647.0/1000.0] [batch_t 0.232 (0.510)] [data_t 0.007] [optim_t 0.225] [lr 0.000853] [CE 3.597 (3.995)] [KD 2.850 (3.112)] 2024-10-14 06:14:56,537 - Train: 64.70% [809450/1251000] [647.0/1000.0] [batch_t 0.222 (0.236)] [data_t 0.010] [optim_t 0.212] [lr 0.000853] [CE 4.687 (4.182)] [KD 3.350 (3.157)] 2024-10-14 06:15:08,965 - Train: 64.71% [809500/1251000] [647.1/1000.0] [batch_t 0.227 (0.248)] [data_t 0.010] [optim_t 0.217] [lr 0.000853] [CE 4.195 (4.261)] [KD 3.020 (3.181)] 2024-10-14 06:15:20,919 - Train: 64.71% [809550/1251000] [647.1/1000.0] [batch_t 0.241 (0.239)] [data_t 0.006] [optim_t 0.235] [lr 0.000853] [CE 4.299 (4.205)] [KD 3.439 (3.184)] 2024-10-14 06:15:33,135 - Train: 64.72% [809600/1251000] [647.2/1000.0] [batch_t 0.217 (0.244)] [data_t 0.010] [optim_t 0.207] [lr 0.000853] [CE 4.664 (4.232)] [KD 3.271 (3.201)] 2024-10-14 06:15:44,981 - Train: 64.72% [809650/1251000] [647.2/1000.0] [batch_t 0.211 (0.237)] [data_t 0.009] [optim_t 0.202] [lr 0.000852] [CE 4.109 (4.195)] [KD 3.107 (3.221)] 2024-10-14 06:15:56,651 - Train: 64.72% [809700/1251000] [647.2/1000.0] [batch_t 0.241 (0.233)] [data_t 0.009] [optim_t 0.232] [lr 0.000852] [CE 4.778 (4.157)] [KD 3.565 (3.162)] 2024-10-14 06:16:08,240 - Train: 64.73% [809750/1251000] [647.3/1000.0] [batch_t 0.217 (0.232)] [data_t 0.009] [optim_t 0.208] [lr 0.000852] [CE 4.141 (4.146)] [KD 3.183 (3.168)] 2024-10-14 06:16:20,233 - Train: 64.73% [809800/1251000] [647.3/1000.0] [batch_t 0.229 (0.240)] [data_t 0.010] [optim_t 0.219] [lr 0.000852] [CE 4.149 (4.155)] [KD 3.133 (3.164)] 2024-10-14 06:16:32,182 - Train: 64.74% [809850/1251000] [647.4/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.000852] [CE 4.046 (4.228)] [KD 3.026 (3.182)] 2024-10-14 06:16:44,074 - Train: 64.74% [809900/1251000] [647.4/1000.0] [batch_t 0.226 (0.238)] [data_t 0.008] [optim_t 0.219] [lr 0.000852] [CE 4.774 (4.219)] [KD 3.609 (3.172)] 2024-10-14 06:16:55,938 - Train: 64.74% [809950/1251000] [647.4/1000.0] [batch_t 0.245 (0.237)] [data_t 0.008] [optim_t 0.238] [lr 0.000851] [CE 4.427 (4.257)] [KD 3.344 (3.206)] 2024-10-14 06:17:07,845 - Train: 64.75% [810000/1251000] [647.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.000851] [CE 4.038 (4.273)] [KD 3.099 (3.225)] 2024-10-14 06:17:19,640 - Train: 64.75% [810050/1251000] [647.5/1000.0] [batch_t 0.220 (0.236)] [data_t 0.011] [optim_t 0.210] [lr 0.000851] [CE 4.158 (4.234)] [KD 3.017 (3.233)] 2024-10-14 06:17:31,399 - Train: 64.76% [810100/1251000] [647.6/1000.0] [batch_t 0.220 (0.235)] [data_t 0.010] [optim_t 0.210] [lr 0.000851] [CE 4.030 (4.191)] [KD 2.887 (3.182)] 2024-10-14 06:17:43,710 - Train: 64.76% [810150/1251000] [647.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.006] [optim_t 0.227] [lr 0.000851] [CE 4.364 (4.178)] [KD 3.214 (3.209)] 2024-10-14 06:17:55,370 - Train: 64.76% [810200/1251000] [647.6/1000.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.218] [lr 0.000851] [CE 4.144 (4.224)] [KD 3.011 (3.186)] 2024-10-14 06:18:07,364 - Train: 64.77% [810250/1251000] [647.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.000850] [CE 4.574 (4.197)] [KD 3.767 (3.207)] 2024-10-14 06:18:19,148 - Train: 64.77% [810300/1251000] [647.7/1000.0] [batch_t 0.228 (0.235)] [data_t 0.007] [optim_t 0.222] [lr 0.000850] [CE 4.194 (4.191)] [KD 3.255 (3.221)] 2024-10-14 06:18:31,618 - Train: 64.78% [810350/1251000] [647.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.007] [optim_t 0.228] [lr 0.000850] [CE 3.856 (4.245)] [KD 2.960 (3.280)] 2024-10-14 06:18:43,852 - Train: 64.78% [810400/1251000] [647.8/1000.0] [batch_t 0.223 (0.245)] [data_t 0.008] [optim_t 0.214] [lr 0.000850] [CE 4.489 (4.242)] [KD 3.521 (3.195)] 2024-10-14 06:18:56,163 - Train: 64.78% [810450/1251000] [647.8/1000.0] [batch_t 0.222 (0.246)] [data_t 0.008] [optim_t 0.213] [lr 0.000850] [CE 4.380 (4.197)] [KD 3.319 (3.167)] 2024-10-14 06:19:08,128 - Train: 64.79% [810500/1251000] [647.9/1000.0] [batch_t 0.247 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.000850] [CE 3.970 (4.229)] [KD 3.136 (3.194)] 2024-10-14 06:19:20,317 - Train: 64.79% [810550/1251000] [647.9/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.000849] [CE 4.365 (4.197)] [KD 3.504 (3.192)] 2024-10-14 06:19:32,417 - Train: 64.80% [810600/1251000] [648.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.000849] [CE 4.281 (4.149)] [KD 3.324 (3.185)] 2024-10-14 06:19:53,098 - Test (net): 100.00% [50/50] [batch_t 0.307 (0.175)] [top1_cnt 38099] [top5_cnt 46588] [top_all 50000] 2024-10-14 06:19:53,099 - net: 76.198 (93.176) 2024-10-14 06:20:02,507 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.174)] [top1_cnt 39733] [top5_cnt 47347] [top_all 50000] 2024-10-14 06:20:02,508 - net_E: 79.466 (94.694) 2024-10-14 06:20:02,699 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.466 (epoch: 648)] 2024-10-14 06:20:02,699 - ==> Total time: 2 days, 9:41:55 Eta: 1 day, 7:20:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:20:18,614 - Train: 64.80% [810650/1251000] [648.0/1000.0] [batch_t 0.218 (0.566)] [data_t 0.008] [optim_t 0.210] [lr 0.000849] [CE 4.427 (4.317)] [KD 3.340 (3.330)] 2024-10-14 06:20:30,418 - Train: 64.80% [810700/1251000] [648.0/1000.0] [batch_t 0.227 (0.236)] [data_t 0.008] [optim_t 0.219] [lr 0.000849] [CE 4.159 (4.180)] [KD 3.129 (3.158)] 2024-10-14 06:20:42,864 - Train: 64.81% [810750/1251000] [648.1/1000.0] [batch_t 0.239 (0.249)] [data_t 0.011] [optim_t 0.228] [lr 0.000849] [CE 3.627 (4.141)] [KD 2.933 (3.154)] 2024-10-14 06:20:54,362 - Train: 64.81% [810800/1251000] [648.1/1000.0] [batch_t 0.229 (0.230)] [data_t 0.010] [optim_t 0.219] [lr 0.000849] [CE 4.096 (4.230)] [KD 3.044 (3.141)] 2024-10-14 06:21:06,442 - Train: 64.82% [810850/1251000] [648.2/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.000848] [CE 4.682 (4.217)] [KD 3.301 (3.184)] 2024-10-14 06:21:18,271 - Train: 64.82% [810900/1251000] [648.2/1000.0] [batch_t 0.221 (0.236)] [data_t 0.007] [optim_t 0.214] [lr 0.000848] [CE 4.253 (4.252)] [KD 3.321 (3.216)] 2024-10-14 06:21:30,504 - Train: 64.82% [810950/1251000] [648.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.008] [optim_t 0.230] [lr 0.000848] [CE 4.384 (4.223)] [KD 3.496 (3.211)] 2024-10-14 06:21:42,617 - Train: 64.83% [811000/1251000] [648.3/1000.0] [batch_t 0.249 (0.242)] [data_t 0.007] [optim_t 0.241] [lr 0.000848] [CE 4.403 (4.152)] [KD 3.079 (3.117)] 2024-10-14 06:21:54,458 - Train: 64.83% [811050/1251000] [648.3/1000.0] [batch_t 0.226 (0.237)] [data_t 0.008] [optim_t 0.218] [lr 0.000848] [CE 4.490 (4.259)] [KD 3.450 (3.226)] 2024-10-14 06:22:06,305 - Train: 64.84% [811100/1251000] [648.4/1000.0] [batch_t 0.229 (0.237)] [data_t 0.009] [optim_t 0.220] [lr 0.000848] [CE 4.181 (4.147)] [KD 3.335 (3.152)] 2024-10-14 06:22:18,609 - Train: 64.84% [811150/1251000] [648.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.010] [optim_t 0.224] [lr 0.000847] [CE 4.210 (4.237)] [KD 2.920 (3.195)] 2024-10-14 06:22:30,866 - Train: 64.84% [811200/1251000] [648.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.010] [optim_t 0.228] [lr 0.000847] [CE 4.031 (4.235)] [KD 3.173 (3.185)] 2024-10-14 06:22:43,182 - Train: 64.85% [811250/1251000] [648.5/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000847] [CE 4.526 (4.182)] [KD 3.413 (3.163)] 2024-10-14 06:22:55,165 - Train: 64.85% [811300/1251000] [648.5/1000.0] [batch_t 0.224 (0.239)] [data_t 0.007] [optim_t 0.217] [lr 0.000847] [CE 3.395 (4.152)] [KD 2.905 (3.142)] 2024-10-14 06:23:07,753 - Train: 64.86% [811350/1251000] [648.6/1000.0] [batch_t 0.225 (0.252)] [data_t 0.008] [optim_t 0.218] [lr 0.000847] [CE 3.651 (4.181)] [KD 2.966 (3.156)] 2024-10-14 06:23:19,669 - Train: 64.86% [811400/1251000] [648.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.229] [lr 0.000847] [CE 3.862 (4.164)] [KD 3.123 (3.170)] 2024-10-14 06:23:31,557 - Train: 64.86% [811450/1251000] [648.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.010] [optim_t 0.230] [lr 0.000846] [CE 4.953 (4.287)] [KD 3.672 (3.241)] 2024-10-14 06:23:43,923 - Train: 64.87% [811500/1251000] [648.7/1000.0] [batch_t 0.227 (0.247)] [data_t 0.010] [optim_t 0.217] [lr 0.000846] [CE 3.771 (4.200)] [KD 2.894 (3.157)] 2024-10-14 06:23:55,775 - Train: 64.87% [811550/1251000] [648.7/1000.0] [batch_t 0.229 (0.237)] [data_t 0.009] [optim_t 0.220] [lr 0.000846] [CE 4.258 (4.238)] [KD 3.102 (3.176)] 2024-10-14 06:24:07,470 - Train: 64.88% [811600/1251000] [648.8/1000.0] [batch_t 0.231 (0.234)] [data_t 0.007] [optim_t 0.224] [lr 0.000846] [CE 4.055 (4.189)] [KD 3.007 (3.176)] 2024-10-14 06:24:19,529 - Train: 64.88% [811650/1251000] [648.8/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.000846] [CE 4.300 (4.147)] [KD 3.217 (3.171)] 2024-10-14 06:24:30,980 - Train: 64.88% [811700/1251000] [648.8/1000.0] [batch_t 0.235 (0.229)] [data_t 0.008] [optim_t 0.228] [lr 0.000846] [CE 4.913 (4.271)] [KD 3.520 (3.248)] 2024-10-14 06:24:42,969 - Train: 64.89% [811750/1251000] [648.9/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000845] [CE 4.422 (4.275)] [KD 3.261 (3.206)] 2024-10-14 06:24:54,808 - Train: 64.89% [811800/1251000] [648.9/1000.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.000845] [CE 4.149 (4.224)] [KD 3.368 (3.204)] 2024-10-14 06:25:06,698 - Train: 64.90% [811850/1251000] [649.0/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.000845] [CE 4.187 (4.209)] [KD 3.241 (3.175)] 2024-10-14 06:25:26,518 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 38013] [top5_cnt 46509] [top_all 50000] 2024-10-14 06:25:26,518 - net: 76.026 (93.018) 2024-10-14 06:25:36,587 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.186)] [top1_cnt 39730] [top5_cnt 47331] [top_all 50000] 2024-10-14 06:25:36,587 - net_E: 79.460 (94.662) 2024-10-14 06:25:36,763 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.466 (epoch: 648)] 2024-10-14 06:25:36,764 - ==> Total time: 2 days, 9:47:29 Eta: 1 day, 7:15:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:25:40,926 - Train: 64.90% [811900/1251000] [649.0/1000.0] [batch_t 1.181 (1.181)] [data_t 0.733] [optim_t 0.448] [lr 0.000845] [CE 4.161 (4.161)] [KD 3.185 (3.185)] 2024-10-14 06:25:52,862 - Train: 64.90% [811950/1251000] [649.0/1000.0] [batch_t 0.225 (0.239)] [data_t 0.008] [optim_t 0.218] [lr 0.000845] [CE 4.162 (4.171)] [KD 3.295 (3.144)] 2024-10-14 06:26:05,183 - Train: 64.91% [812000/1251000] [649.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.000845] [CE 4.293 (4.209)] [KD 3.296 (3.162)] 2024-10-14 06:26:17,070 - Train: 64.91% [812050/1251000] [649.1/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.000844] [CE 3.711 (4.267)] [KD 2.833 (3.194)] 2024-10-14 06:26:28,845 - Train: 64.92% [812100/1251000] [649.2/1000.0] [batch_t 0.224 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.000844] [CE 4.552 (4.184)] [KD 3.334 (3.175)] 2024-10-14 06:26:40,559 - Train: 64.92% [812150/1251000] [649.2/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.000844] [CE 3.874 (4.183)] [KD 3.021 (3.161)] 2024-10-14 06:26:52,405 - Train: 64.92% [812200/1251000] [649.2/1000.0] [batch_t 0.235 (0.237)] [data_t 0.006] [optim_t 0.229] [lr 0.000844] [CE 4.244 (4.190)] [KD 3.185 (3.167)] 2024-10-14 06:27:04,302 - Train: 64.93% [812250/1251000] [649.3/1000.0] [batch_t 0.251 (0.238)] [data_t 0.008] [optim_t 0.243] [lr 0.000844] [CE 3.699 (4.192)] [KD 2.863 (3.170)] 2024-10-14 06:27:16,591 - Train: 64.93% [812300/1251000] [649.3/1000.0] [batch_t 0.219 (0.246)] [data_t 0.010] [optim_t 0.209] [lr 0.000844] [CE 3.863 (4.148)] [KD 2.909 (3.113)] 2024-10-14 06:27:28,794 - Train: 64.94% [812350/1251000] [649.4/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.000843] [CE 4.094 (4.250)] [KD 3.227 (3.239)] 2024-10-14 06:27:40,970 - Train: 64.94% [812400/1251000] [649.4/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.000843] [CE 4.051 (4.180)] [KD 3.232 (3.158)] 2024-10-14 06:27:52,758 - Train: 64.94% [812450/1251000] [649.4/1000.0] [batch_t 0.213 (0.236)] [data_t 0.010] [optim_t 0.203] [lr 0.000843] [CE 3.972 (4.204)] [KD 2.919 (3.173)] 2024-10-14 06:28:04,601 - Train: 64.95% [812500/1251000] [649.5/1000.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.000843] [CE 4.592 (4.175)] [KD 3.280 (3.197)] 2024-10-14 06:28:16,555 - Train: 64.95% [812550/1251000] [649.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.006] [optim_t 0.226] [lr 0.000843] [CE 4.315 (4.197)] [KD 3.233 (3.192)] 2024-10-14 06:28:28,525 - Train: 64.96% [812600/1251000] [649.6/1000.0] [batch_t 0.419 (0.239)] [data_t 0.009] [optim_t 0.410] [lr 0.000843] [CE 4.104 (4.270)] [KD 3.026 (3.200)] 2024-10-14 06:28:40,365 - Train: 64.96% [812650/1251000] [649.6/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000842] [CE 4.196 (4.265)] [KD 3.139 (3.175)] 2024-10-14 06:28:52,422 - Train: 64.96% [812700/1251000] [649.6/1000.0] [batch_t 0.239 (0.241)] [data_t 0.011] [optim_t 0.229] [lr 0.000842] [CE 4.141 (4.161)] [KD 3.251 (3.148)] 2024-10-14 06:29:04,179 - Train: 64.97% [812750/1251000] [649.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.010] [optim_t 0.222] [lr 0.000842] [CE 4.403 (4.272)] [KD 3.176 (3.256)] 2024-10-14 06:29:16,288 - Train: 64.97% [812800/1251000] [649.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.225] [lr 0.000842] [CE 3.904 (4.231)] [KD 2.994 (3.222)] 2024-10-14 06:29:28,041 - Train: 64.98% [812850/1251000] [649.8/1000.0] [batch_t 0.234 (0.235)] [data_t 0.010] [optim_t 0.225] [lr 0.000842] [CE 3.722 (4.163)] [KD 2.843 (3.134)] 2024-10-14 06:29:39,693 - Train: 64.98% [812900/1251000] [649.8/1000.0] [batch_t 0.241 (0.233)] [data_t 0.008] [optim_t 0.233] [lr 0.000842] [CE 4.560 (4.203)] [KD 3.323 (3.164)] 2024-10-14 06:29:52,122 - Train: 64.98% [812950/1251000] [649.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.010] [optim_t 0.223] [lr 0.000841] [CE 4.566 (4.188)] [KD 3.305 (3.156)] 2024-10-14 06:30:04,286 - Train: 64.99% [813000/1251000] [649.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.000841] [CE 3.588 (4.202)] [KD 2.743 (3.194)] 2024-10-14 06:30:16,083 - Train: 64.99% [813050/1251000] [649.9/1000.0] [batch_t 0.216 (0.236)] [data_t 0.010] [optim_t 0.207] [lr 0.000841] [CE 4.223 (4.244)] [KD 3.298 (3.239)] 2024-10-14 06:30:27,957 - Train: 65.00% [813100/1251000] [650.0/1000.0] [batch_t 0.217 (0.237)] [data_t 0.009] [optim_t 0.208] [lr 0.000841] [CE 4.461 (4.221)] [KD 3.380 (3.199)] 2024-10-14 06:30:39,567 - Train: 65.00% [813150/1251000] [650.0/1000.0] [batch_t 0.212 (0.232)] [data_t 0.006] [optim_t 0.206] [lr 0.000841] [CE 3.945 (4.187)] [KD 3.210 (3.173)] 2024-10-14 06:30:47,790 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.153)] [top1_cnt 38021] [top5_cnt 46582] [top_all 50000] 2024-10-14 06:30:47,790 - net: 76.042 (93.164) 2024-10-14 06:30:56,252 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.153)] [top1_cnt 39709] [top5_cnt 47332] [top_all 50000] 2024-10-14 06:30:56,253 - net_E: 79.418 (94.664) 2024-10-14 06:30:56,455 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.466 (epoch: 648)] 2024-10-14 06:30:56,456 - ==> Total time: 2 days, 9:52:49 Eta: 1 day, 7:09:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:31:11,862 - Train: 65.00% [813200/1251000] [650.0/1000.0] [batch_t 0.227 (0.255)] [data_t 0.008] [optim_t 0.219] [lr 0.000841] [CE 4.444 (4.214)] [KD 3.268 (3.203)] 2024-10-14 06:31:24,346 - Train: 65.01% [813250/1251000] [650.1/1000.0] [batch_t 0.224 (0.249)] [data_t 0.006] [optim_t 0.218] [lr 0.000840] [CE 4.754 (4.190)] [KD 3.417 (3.166)] 2024-10-14 06:31:36,440 - Train: 65.01% [813300/1251000] [650.1/1000.0] [batch_t 0.210 (0.242)] [data_t 0.009] [optim_t 0.201] [lr 0.000840] [CE 4.167 (4.124)] [KD 3.352 (3.138)] 2024-10-14 06:31:48,012 - Train: 65.02% [813350/1251000] [650.2/1000.0] [batch_t 0.236 (0.231)] [data_t 0.010] [optim_t 0.227] [lr 0.000840] [CE 3.936 (4.181)] [KD 3.077 (3.172)] 2024-10-14 06:31:59,625 - Train: 65.02% [813400/1251000] [650.2/1000.0] [batch_t 0.223 (0.232)] [data_t 0.007] [optim_t 0.216] [lr 0.000840] [CE 4.103 (4.192)] [KD 2.878 (3.157)] 2024-10-14 06:32:11,882 - Train: 65.02% [813450/1251000] [650.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.007] [optim_t 0.221] [lr 0.000840] [CE 4.037 (4.124)] [KD 3.131 (3.129)] 2024-10-14 06:32:23,813 - Train: 65.03% [813500/1251000] [650.3/1000.0] [batch_t 0.218 (0.238)] [data_t 0.007] [optim_t 0.212] [lr 0.000840] [CE 3.349 (4.159)] [KD 2.616 (3.119)] 2024-10-14 06:32:35,531 - Train: 65.03% [813550/1251000] [650.3/1000.0] [batch_t 0.218 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.000839] [CE 4.302 (4.187)] [KD 3.302 (3.182)] 2024-10-14 06:32:46,921 - Train: 65.04% [813600/1251000] [650.4/1000.0] [batch_t 0.247 (0.228)] [data_t 0.007] [optim_t 0.240] [lr 0.000839] [CE 4.479 (4.198)] [KD 3.338 (3.140)] 2024-10-14 06:32:59,411 - Train: 65.04% [813650/1251000] [650.4/1000.0] [batch_t 0.215 (0.250)] [data_t 0.009] [optim_t 0.206] [lr 0.000839] [CE 3.986 (4.170)] [KD 3.158 (3.166)] 2024-10-14 06:33:11,320 - Train: 65.04% [813700/1251000] [650.4/1000.0] [batch_t 0.231 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.000839] [CE 3.983 (4.295)] [KD 3.117 (3.213)] 2024-10-14 06:33:23,041 - Train: 65.05% [813750/1251000] [650.5/1000.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.000839] [CE 3.879 (4.203)] [KD 2.868 (3.143)] 2024-10-14 06:33:34,741 - Train: 65.05% [813800/1251000] [650.5/1000.0] [batch_t 0.226 (0.234)] [data_t 0.008] [optim_t 0.219] [lr 0.000839] [CE 3.917 (4.183)] [KD 3.031 (3.172)] 2024-10-14 06:33:46,917 - Train: 65.06% [813850/1251000] [650.6/1000.0] [batch_t 0.230 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.000839] [CE 4.264 (4.194)] [KD 3.055 (3.179)] 2024-10-14 06:33:58,883 - Train: 65.06% [813900/1251000] [650.6/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.000838] [CE 4.601 (4.184)] [KD 3.587 (3.151)] 2024-10-14 06:34:11,046 - Train: 65.06% [813950/1251000] [650.6/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.000838] [CE 3.771 (4.178)] [KD 3.008 (3.168)] 2024-10-14 06:34:22,692 - Train: 65.07% [814000/1251000] [650.7/1000.0] [batch_t 0.244 (0.233)] [data_t 0.007] [optim_t 0.237] [lr 0.000838] [CE 4.745 (4.175)] [KD 3.368 (3.146)] 2024-10-14 06:34:35,228 - Train: 65.07% [814050/1251000] [650.7/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000838] [CE 4.587 (4.264)] [KD 3.293 (3.191)] 2024-10-14 06:34:47,736 - Train: 65.08% [814100/1251000] [650.8/1000.0] [batch_t 0.221 (0.250)] [data_t 0.007] [optim_t 0.214] [lr 0.000838] [CE 4.106 (4.260)] [KD 2.944 (3.229)] 2024-10-14 06:34:59,628 - Train: 65.08% [814150/1251000] [650.8/1000.0] [batch_t 0.252 (0.238)] [data_t 0.007] [optim_t 0.245] [lr 0.000838] [CE 3.797 (4.143)] [KD 2.858 (3.155)] 2024-10-14 06:35:11,723 - Train: 65.08% [814200/1251000] [650.8/1000.0] [batch_t 0.245 (0.242)] [data_t 0.008] [optim_t 0.236] [lr 0.000837] [CE 4.374 (4.289)] [KD 3.445 (3.239)] 2024-10-14 06:35:23,811 - Train: 65.09% [814250/1251000] [650.9/1000.0] [batch_t 0.224 (0.242)] [data_t 0.008] [optim_t 0.216] [lr 0.000837] [CE 4.372 (4.150)] [KD 3.261 (3.179)] 2024-10-14 06:35:36,537 - Train: 65.09% [814300/1251000] [650.9/1000.0] [batch_t 0.249 (0.254)] [data_t 0.006] [optim_t 0.242] [lr 0.000837] [CE 4.368 (4.173)] [KD 3.197 (3.174)] 2024-10-14 06:35:48,121 - Train: 65.10% [814350/1251000] [651.0/1000.0] [batch_t 0.224 (0.231)] [data_t 0.007] [optim_t 0.217] [lr 0.000837] [CE 4.044 (4.214)] [KD 3.233 (3.202)] 2024-10-14 06:35:59,571 - Train: 65.10% [814400/1251000] [651.0/1000.0] [batch_t 0.231 (0.229)] [data_t 0.008] [optim_t 0.223] [lr 0.000837] [CE 4.115 (4.118)] [KD 3.282 (3.152)] 2024-10-14 06:36:08,439 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 38274] [top5_cnt 46663] [top_all 50000] 2024-10-14 06:36:08,440 - net: 76.548 (93.326) 2024-10-14 06:36:17,431 - Test (net_E): 100.00% [50/50] [batch_t 0.261 (0.164)] [top1_cnt 39720] [top5_cnt 47317] [top_all 50000] 2024-10-14 06:36:17,431 - net_E: 79.440 (94.634) 2024-10-14 06:36:17,651 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.466 (epoch: 648)] 2024-10-14 06:36:17,652 - ==> Total time: 2 days, 9:58:10 Eta: 1 day, 7:04:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:36:33,748 - Train: 65.10% [814450/1251000] [651.0/1000.0] [batch_t 0.234 (0.273)] [data_t 0.008] [optim_t 0.227] [lr 0.000837] [CE 3.737 (4.105)] [KD 2.975 (3.123)] 2024-10-14 06:36:45,771 - Train: 65.11% [814500/1251000] [651.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.227] [lr 0.000836] [CE 4.467 (4.157)] [KD 3.226 (3.130)] 2024-10-14 06:36:57,256 - Train: 65.11% [814550/1251000] [651.1/1000.0] [batch_t 0.232 (0.229)] [data_t 0.009] [optim_t 0.224] [lr 0.000836] [CE 4.163 (4.138)] [KD 3.184 (3.149)] 2024-10-14 06:37:09,319 - Train: 65.12% [814600/1251000] [651.2/1000.0] [batch_t 0.229 (0.241)] [data_t 0.011] [optim_t 0.218] [lr 0.000836] [CE 4.196 (4.153)] [KD 3.123 (3.145)] 2024-10-14 06:37:21,029 - Train: 65.12% [814650/1251000] [651.2/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.000836] [CE 4.023 (4.150)] [KD 2.993 (3.141)] 2024-10-14 06:37:32,799 - Train: 65.12% [814700/1251000] [651.2/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.212] [lr 0.000836] [CE 4.275 (4.173)] [KD 3.367 (3.172)] 2024-10-14 06:37:44,961 - Train: 65.13% [814750/1251000] [651.3/1000.0] [batch_t 0.396 (0.243)] [data_t 0.007] [optim_t 0.389] [lr 0.000836] [CE 4.280 (4.202)] [KD 2.966 (3.164)] 2024-10-14 06:37:56,588 - Train: 65.13% [814800/1251000] [651.3/1000.0] [batch_t 0.235 (0.232)] [data_t 0.007] [optim_t 0.228] [lr 0.000835] [CE 4.080 (4.208)] [KD 3.193 (3.205)] 2024-10-14 06:38:08,313 - Train: 65.14% [814850/1251000] [651.4/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.226] [lr 0.000835] [CE 3.953 (4.209)] [KD 3.066 (3.177)] 2024-10-14 06:38:20,446 - Train: 65.14% [814900/1251000] [651.4/1000.0] [batch_t 0.221 (0.242)] [data_t 0.008] [optim_t 0.214] [lr 0.000835] [CE 3.805 (4.207)] [KD 2.938 (3.223)] 2024-10-14 06:38:32,497 - Train: 65.14% [814950/1251000] [651.4/1000.0] [batch_t 0.243 (0.241)] [data_t 0.007] [optim_t 0.235] [lr 0.000835] [CE 3.896 (4.144)] [KD 2.823 (3.126)] 2024-10-14 06:38:44,209 - Train: 65.15% [815000/1251000] [651.5/1000.0] [batch_t 0.219 (0.234)] [data_t 0.008] [optim_t 0.211] [lr 0.000835] [CE 4.034 (4.218)] [KD 3.119 (3.179)] 2024-10-14 06:38:55,701 - Train: 65.15% [815050/1251000] [651.5/1000.0] [batch_t 0.225 (0.230)] [data_t 0.009] [optim_t 0.216] [lr 0.000835] [CE 3.894 (4.280)] [KD 3.050 (3.195)] 2024-10-14 06:39:08,218 - Train: 65.16% [815100/1251000] [651.6/1000.0] [batch_t 0.223 (0.250)] [data_t 0.011] [optim_t 0.212] [lr 0.000834] [CE 4.066 (4.209)] [KD 3.184 (3.210)] 2024-10-14 06:39:20,030 - Train: 65.16% [815150/1251000] [651.6/1000.0] [batch_t 0.213 (0.236)] [data_t 0.009] [optim_t 0.203] [lr 0.000834] [CE 3.664 (4.213)] [KD 3.017 (3.165)] 2024-10-14 06:39:31,877 - Train: 65.16% [815200/1251000] [651.6/1000.0] [batch_t 0.232 (0.237)] [data_t 0.007] [optim_t 0.225] [lr 0.000834] [CE 3.938 (4.244)] [KD 3.179 (3.189)] 2024-10-14 06:39:43,636 - Train: 65.17% [815250/1251000] [651.7/1000.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.000834] [CE 3.909 (4.187)] [KD 2.987 (3.152)] 2024-10-14 06:39:55,164 - Train: 65.17% [815300/1251000] [651.7/1000.0] [batch_t 0.216 (0.230)] [data_t 0.008] [optim_t 0.208] [lr 0.000834] [CE 4.067 (4.235)] [KD 2.840 (3.187)] 2024-10-14 06:40:06,756 - Train: 65.18% [815350/1251000] [651.8/1000.0] [batch_t 0.217 (0.232)] [data_t 0.010] [optim_t 0.208] [lr 0.000834] [CE 4.342 (4.130)] [KD 3.191 (3.094)] 2024-10-14 06:40:18,809 - Train: 65.18% [815400/1251000] [651.8/1000.0] [batch_t 0.224 (0.241)] [data_t 0.007] [optim_t 0.217] [lr 0.000833] [CE 3.793 (4.285)] [KD 2.984 (3.257)] 2024-10-14 06:40:30,461 - Train: 65.18% [815450/1251000] [651.8/1000.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.000833] [CE 4.214 (4.229)] [KD 3.128 (3.182)] 2024-10-14 06:40:42,366 - Train: 65.19% [815500/1251000] [651.9/1000.0] [batch_t 0.423 (0.238)] [data_t 0.010] [optim_t 0.413] [lr 0.000833] [CE 4.203 (4.203)] [KD 3.126 (3.174)] 2024-10-14 06:40:54,256 - Train: 65.19% [815550/1251000] [651.9/1000.0] [batch_t 0.213 (0.238)] [data_t 0.007] [optim_t 0.206] [lr 0.000833] [CE 3.705 (4.194)] [KD 3.058 (3.175)] 2024-10-14 06:41:05,602 - Train: 65.20% [815600/1251000] [652.0/1000.0] [batch_t 0.226 (0.227)] [data_t 0.008] [optim_t 0.218] [lr 0.000833] [CE 4.032 (4.174)] [KD 3.245 (3.174)] 2024-10-14 06:41:16,879 - Train: 65.20% [815650/1251000] [652.0/1000.0] [batch_t 0.255 (0.225)] [data_t 0.008] [optim_t 0.247] [lr 0.000833] [CE 4.523 (4.218)] [KD 3.256 (3.197)] 2024-10-14 06:41:26,612 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.173)] [top1_cnt 38162] [top5_cnt 46609] [top_all 50000] 2024-10-14 06:41:26,613 - net: 76.324 (93.218) 2024-10-14 06:41:35,681 - Test (net_E): 100.00% [50/50] [batch_t 0.044 (0.164)] [top1_cnt 39715] [top5_cnt 47342] [top_all 50000] 2024-10-14 06:41:35,682 - net_E: 79.430 (94.684) 2024-10-14 06:41:35,906 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.466 (epoch: 648)] 2024-10-14 06:41:35,907 - ==> Total time: 2 days, 10:03:28 Eta: 1 day, 6:59:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:41:51,361 - Train: 65.20% [815700/1251000] [652.0/1000.0] [batch_t 0.226 (0.262)] [data_t 0.006] [optim_t 0.220] [lr 0.000832] [CE 4.084 (4.265)] [KD 3.080 (3.182)] 2024-10-14 06:42:03,491 - Train: 65.21% [815750/1251000] [652.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000832] [CE 3.944 (4.164)] [KD 2.938 (3.113)] 2024-10-14 06:42:15,407 - Train: 65.21% [815800/1251000] [652.1/1000.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.000832] [CE 4.248 (4.185)] [KD 3.244 (3.160)] 2024-10-14 06:42:26,829 - Train: 65.22% [815850/1251000] [652.2/1000.0] [batch_t 0.252 (0.228)] [data_t 0.008] [optim_t 0.244] [lr 0.000832] [CE 4.324 (4.169)] [KD 3.351 (3.184)] 2024-10-14 06:42:39,200 - Train: 65.22% [815900/1251000] [652.2/1000.0] [batch_t 0.228 (0.247)] [data_t 0.006] [optim_t 0.222] [lr 0.000832] [CE 4.259 (4.200)] [KD 3.249 (3.156)] 2024-10-14 06:42:50,621 - Train: 65.22% [815950/1251000] [652.2/1000.0] [batch_t 0.222 (0.228)] [data_t 0.007] [optim_t 0.215] [lr 0.000832] [CE 4.171 (4.228)] [KD 3.238 (3.219)] 2024-10-14 06:43:02,121 - Train: 65.23% [816000/1251000] [652.3/1000.0] [batch_t 0.230 (0.230)] [data_t 0.007] [optim_t 0.223] [lr 0.000831] [CE 4.369 (4.233)] [KD 3.376 (3.226)] 2024-10-14 06:43:13,866 - Train: 65.23% [816050/1251000] [652.3/1000.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.000831] [CE 4.476 (4.190)] [KD 3.208 (3.151)] 2024-10-14 06:43:26,362 - Train: 65.24% [816100/1251000] [652.4/1000.0] [batch_t 0.214 (0.250)] [data_t 0.009] [optim_t 0.205] [lr 0.000831] [CE 4.333 (4.235)] [KD 3.117 (3.192)] 2024-10-14 06:43:37,876 - Train: 65.24% [816150/1251000] [652.4/1000.0] [batch_t 0.217 (0.230)] [data_t 0.008] [optim_t 0.208] [lr 0.000831] [CE 4.424 (4.144)] [KD 3.143 (3.108)] 2024-10-14 06:43:49,462 - Train: 65.24% [816200/1251000] [652.4/1000.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.221] [lr 0.000831] [CE 3.477 (4.161)] [KD 2.908 (3.128)] 2024-10-14 06:44:00,917 - Train: 65.25% [816250/1251000] [652.5/1000.0] [batch_t 0.235 (0.229)] [data_t 0.007] [optim_t 0.228] [lr 0.000831] [CE 4.314 (4.247)] [KD 3.287 (3.183)] 2024-10-14 06:44:13,377 - Train: 65.25% [816300/1251000] [652.5/1000.0] [batch_t 0.391 (0.249)] [data_t 0.006] [optim_t 0.384] [lr 0.000830] [CE 4.523 (4.173)] [KD 3.119 (3.159)] 2024-10-14 06:44:25,106 - Train: 65.26% [816350/1251000] [652.6/1000.0] [batch_t 0.219 (0.234)] [data_t 0.010] [optim_t 0.210] [lr 0.000830] [CE 4.315 (4.236)] [KD 3.086 (3.167)] 2024-10-14 06:44:36,819 - Train: 65.26% [816400/1251000] [652.6/1000.0] [batch_t 0.228 (0.234)] [data_t 0.008] [optim_t 0.220] [lr 0.000830] [CE 4.259 (4.220)] [KD 3.116 (3.178)] 2024-10-14 06:44:48,251 - Train: 65.26% [816450/1251000] [652.6/1000.0] [batch_t 0.220 (0.228)] [data_t 0.009] [optim_t 0.211] [lr 0.000830] [CE 3.962 (4.117)] [KD 2.828 (3.156)] 2024-10-14 06:45:00,301 - Train: 65.27% [816500/1251000] [652.7/1000.0] [batch_t 0.214 (0.241)] [data_t 0.006] [optim_t 0.208] [lr 0.000830] [CE 3.589 (4.211)] [KD 2.926 (3.173)] 2024-10-14 06:45:12,432 - Train: 65.27% [816550/1251000] [652.7/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.000830] [CE 4.541 (4.168)] [KD 3.245 (3.172)] 2024-10-14 06:45:24,921 - Train: 65.28% [816600/1251000] [652.8/1000.0] [batch_t 0.251 (0.250)] [data_t 0.009] [optim_t 0.242] [lr 0.000829] [CE 4.795 (4.240)] [KD 3.414 (3.199)] 2024-10-14 06:45:36,612 - Train: 65.28% [816650/1251000] [652.8/1000.0] [batch_t 0.236 (0.234)] [data_t 0.007] [optim_t 0.230] [lr 0.000829] [CE 4.293 (4.182)] [KD 3.244 (3.147)] 2024-10-14 06:45:49,121 - Train: 65.28% [816700/1251000] [652.8/1000.0] [batch_t 0.560 (0.250)] [data_t 0.009] [optim_t 0.550] [lr 0.000829] [CE 4.006 (4.201)] [KD 3.058 (3.197)] 2024-10-14 06:46:01,347 - Train: 65.29% [816750/1251000] [652.9/1000.0] [batch_t 0.223 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.000829] [CE 3.941 (4.197)] [KD 2.740 (3.205)] 2024-10-14 06:46:13,304 - Train: 65.29% [816800/1251000] [652.9/1000.0] [batch_t 0.216 (0.239)] [data_t 0.008] [optim_t 0.208] [lr 0.000829] [CE 4.496 (4.182)] [KD 3.257 (3.176)] 2024-10-14 06:46:24,872 - Train: 65.30% [816850/1251000] [653.0/1000.0] [batch_t 0.231 (0.231)] [data_t 0.007] [optim_t 0.224] [lr 0.000829] [CE 4.170 (4.262)] [KD 3.192 (3.223)] 2024-10-14 06:46:37,074 - Train: 65.30% [816900/1251000] [653.0/1000.0] [batch_t 0.202 (0.244)] [data_t 0.009] [optim_t 0.193] [lr 0.000828] [CE 4.535 (4.246)] [KD 3.354 (3.235)] 2024-10-14 06:46:47,040 - Test (net): 100.00% [50/50] [batch_t 0.245 (0.165)] [top1_cnt 37908] [top5_cnt 46508] [top_all 50000] 2024-10-14 06:46:47,040 - net: 75.816 (93.016) 2024-10-14 06:46:56,400 - Test (net_E): 100.00% [50/50] [batch_t 0.352 (0.171)] [top1_cnt 39709] [top5_cnt 47335] [top_all 50000] 2024-10-14 06:46:56,401 - net_E: 79.418 (94.670) 2024-10-14 06:46:56,603 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.466 (epoch: 648)] 2024-10-14 06:46:56,603 - ==> Total time: 2 days, 10:08:49 Eta: 1 day, 6:53:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:47:11,171 - Train: 65.30% [816950/1251000] [653.0/1000.0] [batch_t 0.241 (0.249)] [data_t 0.007] [optim_t 0.234] [lr 0.000828] [CE 3.877 (4.256)] [KD 2.963 (3.239)] 2024-10-14 06:47:22,912 - Train: 65.31% [817000/1251000] [653.1/1000.0] [batch_t 0.214 (0.235)] [data_t 0.007] [optim_t 0.207] [lr 0.000828] [CE 4.254 (4.262)] [KD 3.343 (3.215)] 2024-10-14 06:47:34,795 - Train: 65.31% [817050/1251000] [653.1/1000.0] [batch_t 0.222 (0.237)] [data_t 0.007] [optim_t 0.215] [lr 0.000828] [CE 4.087 (4.167)] [KD 2.886 (3.180)] 2024-10-14 06:47:46,215 - Train: 65.32% [817100/1251000] [653.2/1000.0] [batch_t 0.232 (0.228)] [data_t 0.010] [optim_t 0.222] [lr 0.000828] [CE 3.741 (4.207)] [KD 3.060 (3.190)] 2024-10-14 06:47:57,763 - Train: 65.32% [817150/1251000] [653.2/1000.0] [batch_t 0.227 (0.231)] [data_t 0.006] [optim_t 0.220] [lr 0.000828] [CE 4.048 (4.245)] [KD 3.039 (3.162)] 2024-10-14 06:48:10,360 - Train: 65.32% [817200/1251000] [653.2/1000.0] [batch_t 0.221 (0.252)] [data_t 0.006] [optim_t 0.215] [lr 0.000827] [CE 4.313 (4.174)] [KD 3.297 (3.132)] 2024-10-14 06:48:21,833 - Train: 65.33% [817250/1251000] [653.3/1000.0] [batch_t 0.220 (0.229)] [data_t 0.009] [optim_t 0.211] [lr 0.000827] [CE 4.676 (4.247)] [KD 3.455 (3.175)] 2024-10-14 06:48:33,348 - Train: 65.33% [817300/1251000] [653.3/1000.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.000827] [CE 4.641 (4.220)] [KD 3.422 (3.163)] 2024-10-14 06:48:44,987 - Train: 65.34% [817350/1251000] [653.4/1000.0] [batch_t 0.236 (0.233)] [data_t 0.008] [optim_t 0.228] [lr 0.000827] [CE 4.552 (4.201)] [KD 3.495 (3.152)] 2024-10-14 06:48:56,422 - Train: 65.34% [817400/1251000] [653.4/1000.0] [batch_t 0.236 (0.229)] [data_t 0.007] [optim_t 0.229] [lr 0.000827] [CE 4.446 (4.189)] [KD 3.374 (3.162)] 2024-10-14 06:49:08,074 - Train: 65.34% [817450/1251000] [653.4/1000.0] [batch_t 0.219 (0.233)] [data_t 0.010] [optim_t 0.209] [lr 0.000827] [CE 4.283 (4.200)] [KD 3.208 (3.161)] 2024-10-14 06:49:19,998 - Train: 65.35% [817500/1251000] [653.5/1000.0] [batch_t 0.215 (0.238)] [data_t 0.008] [optim_t 0.207] [lr 0.000826] [CE 4.028 (4.159)] [KD 2.915 (3.120)] 2024-10-14 06:49:31,522 - Train: 65.35% [817550/1251000] [653.5/1000.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.000826] [CE 3.929 (4.134)] [KD 3.010 (3.113)] 2024-10-14 06:49:43,169 - Train: 65.36% [817600/1251000] [653.6/1000.0] [batch_t 0.217 (0.233)] [data_t 0.008] [optim_t 0.209] [lr 0.000826] [CE 4.136 (4.179)] [KD 2.973 (3.139)] 2024-10-14 06:49:54,434 - Train: 65.36% [817650/1251000] [653.6/1000.0] [batch_t 0.225 (0.225)] [data_t 0.009] [optim_t 0.216] [lr 0.000826] [CE 3.995 (4.187)] [KD 3.297 (3.150)] 2024-10-14 06:50:06,163 - Train: 65.36% [817700/1251000] [653.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.007] [optim_t 0.227] [lr 0.000826] [CE 3.852 (4.221)] [KD 2.986 (3.190)] 2024-10-14 06:50:17,836 - Train: 65.37% [817750/1251000] [653.7/1000.0] [batch_t 0.224 (0.233)] [data_t 0.006] [optim_t 0.218] [lr 0.000826] [CE 4.781 (4.180)] [KD 3.179 (3.132)] 2024-10-14 06:50:30,399 - Train: 65.37% [817800/1251000] [653.7/1000.0] [batch_t 0.222 (0.251)] [data_t 0.006] [optim_t 0.216] [lr 0.000825] [CE 4.269 (4.180)] [KD 3.185 (3.160)] 2024-10-14 06:50:41,720 - Train: 65.38% [817850/1251000] [653.8/1000.0] [batch_t 0.223 (0.226)] [data_t 0.010] [optim_t 0.213] [lr 0.000825] [CE 4.317 (4.238)] [KD 3.205 (3.209)] 2024-10-14 06:50:53,172 - Train: 65.38% [817900/1251000] [653.8/1000.0] [batch_t 0.223 (0.229)] [data_t 0.008] [optim_t 0.215] [lr 0.000825] [CE 4.365 (4.193)] [KD 3.082 (3.168)] 2024-10-14 06:51:04,868 - Train: 65.38% [817950/1251000] [653.8/1000.0] [batch_t 0.237 (0.234)] [data_t 0.006] [optim_t 0.231] [lr 0.000825] [CE 4.430 (4.194)] [KD 3.127 (3.170)] 2024-10-14 06:51:16,565 - Train: 65.39% [818000/1251000] [653.9/1000.0] [batch_t 0.228 (0.234)] [data_t 0.007] [optim_t 0.221] [lr 0.000825] [CE 4.462 (4.224)] [KD 3.304 (3.223)] 2024-10-14 06:51:29,004 - Train: 65.39% [818050/1251000] [653.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.007] [optim_t 0.226] [lr 0.000825] [CE 3.698 (4.228)] [KD 2.928 (3.217)] 2024-10-14 06:51:40,935 - Train: 65.40% [818100/1251000] [654.0/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.000824] [CE 4.337 (4.212)] [KD 3.351 (3.217)] 2024-10-14 06:51:52,305 - Train: 65.40% [818150/1251000] [654.0/1000.0] [batch_t 0.216 (0.227)] [data_t 0.006] [optim_t 0.210] [lr 0.000824] [CE 3.918 (4.148)] [KD 2.976 (3.159)] 2024-10-14 06:52:01,877 - Test (net): 100.00% [50/50] [batch_t 0.134 (0.163)] [top1_cnt 38287] [top5_cnt 46638] [top_all 50000] 2024-10-14 06:52:01,877 - net: 76.574 (93.276) 2024-10-14 06:52:11,045 - Test (net_E): 100.00% [50/50] [batch_t 0.044 (0.164)] [top1_cnt 39718] [top5_cnt 47339] [top_all 50000] 2024-10-14 06:52:11,046 - net_E: 79.436 (94.678) 2024-10-14 06:52:11,258 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.466 (epoch: 648)] 2024-10-14 06:52:11,258 - ==> Total time: 2 days, 10:14:04 Eta: 1 day, 6:48:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:52:26,048 - Train: 65.40% [818200/1251000] [654.0/1000.0] [batch_t 0.227 (0.249)] [data_t 0.010] [optim_t 0.217] [lr 0.000824] [CE 4.631 (4.190)] [KD 3.578 (3.147)] 2024-10-14 06:52:38,187 - Train: 65.41% [818250/1251000] [654.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.010] [optim_t 0.234] [lr 0.000824] [CE 4.300 (4.193)] [KD 3.330 (3.184)] 2024-10-14 06:52:50,648 - Train: 65.41% [818300/1251000] [654.1/1000.0] [batch_t 0.227 (0.249)] [data_t 0.008] [optim_t 0.219] [lr 0.000824] [CE 4.486 (4.243)] [KD 3.380 (3.177)] 2024-10-14 06:53:02,443 - Train: 65.42% [818350/1251000] [654.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.010] [optim_t 0.225] [lr 0.000824] [CE 4.820 (4.184)] [KD 3.503 (3.173)] 2024-10-14 06:53:14,556 - Train: 65.42% [818400/1251000] [654.2/1000.0] [batch_t 0.223 (0.242)] [data_t 0.010] [optim_t 0.213] [lr 0.000823] [CE 4.179 (4.238)] [KD 2.999 (3.134)] 2024-10-14 06:53:26,122 - Train: 65.42% [818450/1251000] [654.2/1000.0] [batch_t 0.212 (0.231)] [data_t 0.007] [optim_t 0.206] [lr 0.000823] [CE 3.780 (4.230)] [KD 2.959 (3.172)] 2024-10-14 06:53:38,501 - Train: 65.43% [818500/1251000] [654.3/1000.0] [batch_t 0.235 (0.247)] [data_t 0.008] [optim_t 0.227] [lr 0.000823] [CE 4.613 (4.189)] [KD 3.583 (3.160)] 2024-10-14 06:53:50,211 - Train: 65.43% [818550/1251000] [654.3/1000.0] [batch_t 0.232 (0.234)] [data_t 0.008] [optim_t 0.224] [lr 0.000823] [CE 4.014 (4.120)] [KD 3.046 (3.148)] 2024-10-14 06:54:01,967 - Train: 65.44% [818600/1251000] [654.4/1000.0] [batch_t 0.233 (0.235)] [data_t 0.011] [optim_t 0.222] [lr 0.000823] [CE 4.208 (4.213)] [KD 3.348 (3.181)] 2024-10-14 06:54:13,814 - Train: 65.44% [818650/1251000] [654.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.230] [lr 0.000823] [CE 4.112 (4.151)] [KD 3.059 (3.128)] 2024-10-14 06:54:26,895 - Train: 65.44% [818700/1251000] [654.4/1000.0] [batch_t 0.229 (0.261)] [data_t 0.010] [optim_t 0.219] [lr 0.000822] [CE 4.241 (4.232)] [KD 3.178 (3.173)] 2024-10-14 06:54:38,572 - Train: 65.45% [818750/1251000] [654.5/1000.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.000822] [CE 3.569 (4.213)] [KD 2.717 (3.183)] 2024-10-14 06:54:50,496 - Train: 65.45% [818800/1251000] [654.5/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.000822] [CE 4.419 (4.271)] [KD 3.387 (3.196)] 2024-10-14 06:55:02,400 - Train: 65.46% [818850/1251000] [654.6/1000.0] [batch_t 0.242 (0.238)] [data_t 0.008] [optim_t 0.234] [lr 0.000822] [CE 4.143 (4.143)] [KD 3.140 (3.135)] 2024-10-14 06:55:15,190 - Train: 65.46% [818900/1251000] [654.6/1000.0] [batch_t 0.239 (0.256)] [data_t 0.006] [optim_t 0.233] [lr 0.000822] [CE 4.141 (4.224)] [KD 2.964 (3.162)] 2024-10-14 06:55:26,833 - Train: 65.46% [818950/1251000] [654.6/1000.0] [batch_t 0.237 (0.233)] [data_t 0.007] [optim_t 0.230] [lr 0.000822] [CE 3.777 (4.168)] [KD 2.904 (3.161)] 2024-10-14 06:55:39,172 - Train: 65.47% [819000/1251000] [654.7/1000.0] [batch_t 0.241 (0.247)] [data_t 0.010] [optim_t 0.231] [lr 0.000821] [CE 4.028 (4.126)] [KD 3.053 (3.090)] 2024-10-14 06:55:51,189 - Train: 65.47% [819050/1251000] [654.7/1000.0] [batch_t 0.243 (0.240)] [data_t 0.007] [optim_t 0.236] [lr 0.000821] [CE 4.504 (4.171)] [KD 3.166 (3.190)] 2024-10-14 06:56:03,588 - Train: 65.48% [819100/1251000] [654.8/1000.0] [batch_t 0.245 (0.248)] [data_t 0.011] [optim_t 0.234] [lr 0.000821] [CE 4.530 (4.170)] [KD 3.080 (3.152)] 2024-10-14 06:56:15,220 - Train: 65.48% [819150/1251000] [654.8/1000.0] [batch_t 0.246 (0.232)] [data_t 0.009] [optim_t 0.237] [lr 0.000821] [CE 4.060 (4.217)] [KD 3.277 (3.170)] 2024-10-14 06:56:27,273 - Train: 65.48% [819200/1251000] [654.8/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.000821] [CE 4.662 (4.188)] [KD 3.583 (3.168)] 2024-10-14 06:56:39,142 - Train: 65.49% [819250/1251000] [654.9/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.000821] [CE 4.320 (4.202)] [KD 3.189 (3.157)] 2024-10-14 06:56:51,565 - Train: 65.49% [819300/1251000] [654.9/1000.0] [batch_t 0.246 (0.248)] [data_t 0.006] [optim_t 0.240] [lr 0.000820] [CE 4.565 (4.144)] [KD 3.481 (3.104)] 2024-10-14 06:57:03,579 - Train: 65.50% [819350/1251000] [655.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.007] [optim_t 0.227] [lr 0.000820] [CE 4.485 (4.227)] [KD 3.419 (3.188)] 2024-10-14 06:57:15,217 - Train: 65.50% [819400/1251000] [655.0/1000.0] [batch_t 0.205 (0.233)] [data_t 0.008] [optim_t 0.197] [lr 0.000820] [CE 4.506 (4.181)] [KD 3.296 (3.126)] 2024-10-14 06:57:25,752 - Test (net): 100.00% [50/50] [batch_t 0.236 (0.178)] [top1_cnt 38156] [top5_cnt 46480] [top_all 50000] 2024-10-14 06:57:25,752 - net: 76.312 (92.960) 2024-10-14 06:57:35,332 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 39739] [top5_cnt 47337] [top_all 50000] 2024-10-14 06:57:35,332 - net_E: 79.478 (94.674) 2024-10-14 06:57:35,567 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.478 (epoch: 655)] 2024-10-14 06:57:35,568 - ==> Total time: 2 days, 10:19:28 Eta: 1 day, 6:43:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 06:57:58,625 - Train: 65.50% [819450/1251000] [655.0/1000.0] [batch_t 0.223 (0.241)] [data_t 0.006] [optim_t 0.217] [lr 0.000820] [CE 3.915 (4.113)] [KD 2.820 (3.123)] 2024-10-14 06:58:11,195 - Train: 65.51% [819500/1251000] [655.1/1000.0] [batch_t 0.226 (0.251)] [data_t 0.009] [optim_t 0.218] [lr 0.000820] [CE 4.641 (4.180)] [KD 3.511 (3.135)] 2024-10-14 06:58:22,923 - Train: 65.51% [819550/1251000] [655.1/1000.0] [batch_t 0.234 (0.234)] [data_t 0.007] [optim_t 0.228] [lr 0.000820] [CE 4.071 (4.179)] [KD 3.293 (3.160)] 2024-10-14 06:58:34,961 - Train: 65.52% [819600/1251000] [655.2/1000.0] [batch_t 0.244 (0.241)] [data_t 0.008] [optim_t 0.236] [lr 0.000819] [CE 3.926 (4.183)] [KD 3.063 (3.105)] 2024-10-14 06:58:46,919 - Train: 65.52% [819650/1251000] [655.2/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.000819] [CE 4.006 (4.156)] [KD 3.024 (3.148)] 2024-10-14 06:58:59,024 - Train: 65.52% [819700/1251000] [655.2/1000.0] [batch_t 0.220 (0.242)] [data_t 0.008] [optim_t 0.212] [lr 0.000819] [CE 3.945 (4.193)] [KD 2.866 (3.141)] 2024-10-14 06:59:10,608 - Train: 65.53% [819750/1251000] [655.3/1000.0] [batch_t 0.232 (0.232)] [data_t 0.008] [optim_t 0.223] [lr 0.000819] [CE 3.867 (4.146)] [KD 2.927 (3.124)] 2024-10-14 06:59:22,656 - Train: 65.53% [819800/1251000] [655.3/1000.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.000819] [CE 4.196 (4.160)] [KD 3.127 (3.101)] 2024-10-14 06:59:34,604 - Train: 65.54% [819850/1251000] [655.4/1000.0] [batch_t 0.244 (0.239)] [data_t 0.007] [optim_t 0.237] [lr 0.000819] [CE 3.809 (4.113)] [KD 2.932 (3.085)] 2024-10-14 06:59:47,126 - Train: 65.54% [819900/1251000] [655.4/1000.0] [batch_t 0.233 (0.250)] [data_t 0.007] [optim_t 0.226] [lr 0.000818] [CE 3.684 (4.200)] [KD 2.840 (3.120)] 2024-10-14 06:59:58,808 - Train: 65.54% [819950/1251000] [655.4/1000.0] [batch_t 0.226 (0.233)] [data_t 0.008] [optim_t 0.219] [lr 0.000818] [CE 4.002 (4.226)] [KD 3.302 (3.160)] 2024-10-14 07:00:10,922 - Train: 65.55% [820000/1251000] [655.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.008] [optim_t 0.236] [lr 0.000818] [CE 5.037 (4.131)] [KD 3.682 (3.138)] 2024-10-14 07:00:22,648 - Train: 65.55% [820050/1251000] [655.5/1000.0] [batch_t 0.242 (0.234)] [data_t 0.008] [optim_t 0.234] [lr 0.000818] [CE 4.081 (4.177)] [KD 2.960 (3.128)] 2024-10-14 07:00:35,180 - Train: 65.56% [820100/1251000] [655.6/1000.0] [batch_t 0.247 (0.250)] [data_t 0.010] [optim_t 0.237] [lr 0.000818] [CE 4.448 (4.167)] [KD 3.440 (3.125)] 2024-10-14 07:00:47,282 - Train: 65.56% [820150/1251000] [655.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.000818] [CE 4.297 (4.222)] [KD 3.155 (3.169)] 2024-10-14 07:01:00,003 - Train: 65.56% [820200/1251000] [655.6/1000.0] [batch_t 0.225 (0.254)] [data_t 0.010] [optim_t 0.214] [lr 0.000818] [CE 4.136 (4.196)] [KD 3.326 (3.164)] 2024-10-14 07:01:12,061 - Train: 65.57% [820250/1251000] [655.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000817] [CE 4.493 (4.224)] [KD 3.265 (3.194)] 2024-10-14 07:01:24,509 - Train: 65.57% [820300/1251000] [655.7/1000.0] [batch_t 0.237 (0.249)] [data_t 0.008] [optim_t 0.229] [lr 0.000817] [CE 3.999 (4.190)] [KD 3.092 (3.186)] 2024-10-14 07:01:36,414 - Train: 65.58% [820350/1251000] [655.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.231] [lr 0.000817] [CE 4.365 (4.251)] [KD 3.257 (3.149)] 2024-10-14 07:01:48,574 - Train: 65.58% [820400/1251000] [655.8/1000.0] [batch_t 0.228 (0.243)] [data_t 0.011] [optim_t 0.217] [lr 0.000817] [CE 4.542 (4.201)] [KD 3.319 (3.140)] 2024-10-14 07:02:00,424 - Train: 65.58% [820450/1251000] [655.8/1000.0] [batch_t 0.222 (0.237)] [data_t 0.007] [optim_t 0.215] [lr 0.000817] [CE 4.018 (4.219)] [KD 3.115 (3.189)] 2024-10-14 07:02:13,483 - Train: 65.59% [820500/1251000] [655.9/1000.0] [batch_t 0.233 (0.261)] [data_t 0.008] [optim_t 0.225] [lr 0.000817] [CE 4.351 (4.098)] [KD 3.047 (3.128)] 2024-10-14 07:02:25,668 - Train: 65.59% [820550/1251000] [655.9/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.000816] [CE 4.301 (4.221)] [KD 3.407 (3.195)] 2024-10-14 07:02:37,670 - Train: 65.60% [820600/1251000] [656.0/1000.0] [batch_t 0.244 (0.240)] [data_t 0.007] [optim_t 0.237] [lr 0.000816] [CE 3.607 (4.184)] [KD 2.901 (3.213)] 2024-10-14 07:02:49,080 - Train: 65.60% [820650/1251000] [656.0/1000.0] [batch_t 0.206 (0.228)] [data_t 0.008] [optim_t 0.198] [lr 0.000816] [CE 4.367 (4.176)] [KD 3.251 (3.167)] 2024-10-14 07:02:58,630 - Test (net): 100.00% [50/50] [batch_t 0.044 (0.154)] [top1_cnt 38333] [top5_cnt 46670] [top_all 50000] 2024-10-14 07:02:58,630 - net: 76.666 (93.340) 2024-10-14 07:03:08,709 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.186)] [top1_cnt 39747] [top5_cnt 47324] [top_all 50000] 2024-10-14 07:03:08,710 - net_E: 79.494 (94.648) 2024-10-14 07:03:08,938 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.494 (epoch: 656)] 2024-10-14 07:03:08,938 - ==> Total time: 2 days, 10:25:01 Eta: 1 day, 6:38:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:03:33,857 - Train: 65.60% [820700/1251000] [656.0/1000.0] [batch_t 0.219 (0.257)] [data_t 0.009] [optim_t 0.210] [lr 0.000816] [CE 3.778 (4.116)] [KD 2.972 (3.103)] 2024-10-14 07:03:46,252 - Train: 65.61% [820750/1251000] [656.1/1000.0] [batch_t 0.249 (0.248)] [data_t 0.009] [optim_t 0.241] [lr 0.000816] [CE 3.895 (4.210)] [KD 2.852 (3.117)] 2024-10-14 07:03:58,034 - Train: 65.61% [820800/1251000] [656.1/1000.0] [batch_t 0.220 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.000816] [CE 3.799 (4.166)] [KD 2.905 (3.106)] 2024-10-14 07:04:09,764 - Train: 65.62% [820850/1251000] [656.2/1000.0] [batch_t 0.218 (0.234)] [data_t 0.008] [optim_t 0.210] [lr 0.000815] [CE 3.644 (4.162)] [KD 2.763 (3.124)] 2024-10-14 07:04:21,685 - Train: 65.62% [820900/1251000] [656.2/1000.0] [batch_t 0.225 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.000815] [CE 3.982 (4.176)] [KD 3.128 (3.176)] 2024-10-14 07:04:33,211 - Train: 65.62% [820950/1251000] [656.2/1000.0] [batch_t 0.258 (0.230)] [data_t 0.009] [optim_t 0.249] [lr 0.000815] [CE 4.363 (4.195)] [KD 3.172 (3.151)] 2024-10-14 07:04:45,334 - Train: 65.63% [821000/1251000] [656.3/1000.0] [batch_t 0.415 (0.242)] [data_t 0.009] [optim_t 0.406] [lr 0.000815] [CE 4.155 (4.252)] [KD 3.109 (3.147)] 2024-10-14 07:04:57,618 - Train: 65.63% [821050/1251000] [656.3/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.000815] [CE 4.108 (4.286)] [KD 3.211 (3.194)] 2024-10-14 07:05:10,439 - Train: 65.64% [821100/1251000] [656.4/1000.0] [batch_t 0.233 (0.256)] [data_t 0.009] [optim_t 0.224] [lr 0.000815] [CE 3.797 (4.208)] [KD 2.715 (3.140)] 2024-10-14 07:05:22,236 - Train: 65.64% [821150/1251000] [656.4/1000.0] [batch_t 0.229 (0.236)] [data_t 0.008] [optim_t 0.221] [lr 0.000814] [CE 4.504 (4.222)] [KD 3.323 (3.173)] 2024-10-14 07:05:34,753 - Train: 65.64% [821200/1251000] [656.4/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000814] [CE 4.549 (4.155)] [KD 3.199 (3.136)] 2024-10-14 07:05:46,781 - Train: 65.65% [821250/1251000] [656.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.010] [optim_t 0.221] [lr 0.000814] [CE 3.923 (4.212)] [KD 2.841 (3.132)] 2024-10-14 07:05:58,575 - Train: 65.65% [821300/1251000] [656.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.008] [optim_t 0.227] [lr 0.000814] [CE 4.486 (4.156)] [KD 3.180 (3.153)] 2024-10-14 07:06:10,411 - Train: 65.66% [821350/1251000] [656.6/1000.0] [batch_t 0.239 (0.237)] [data_t 0.010] [optim_t 0.229] [lr 0.000814] [CE 4.153 (4.228)] [KD 3.096 (3.196)] 2024-10-14 07:06:22,937 - Train: 65.66% [821400/1251000] [656.6/1000.0] [batch_t 0.244 (0.250)] [data_t 0.010] [optim_t 0.233] [lr 0.000814] [CE 4.309 (4.141)] [KD 3.131 (3.093)] 2024-10-14 07:06:34,655 - Train: 65.66% [821450/1251000] [656.6/1000.0] [batch_t 0.239 (0.234)] [data_t 0.008] [optim_t 0.232] [lr 0.000813] [CE 4.416 (4.169)] [KD 3.304 (3.164)] 2024-10-14 07:06:46,446 - Train: 65.67% [821500/1251000] [656.7/1000.0] [batch_t 0.548 (0.236)] [data_t 0.008] [optim_t 0.540] [lr 0.000813] [CE 3.721 (4.266)] [KD 3.019 (3.219)] 2024-10-14 07:06:58,221 - Train: 65.67% [821550/1251000] [656.7/1000.0] [batch_t 0.252 (0.235)] [data_t 0.008] [optim_t 0.244] [lr 0.000813] [CE 4.225 (4.152)] [KD 3.142 (3.166)] 2024-10-14 07:07:10,287 - Train: 65.68% [821600/1251000] [656.8/1000.0] [batch_t 0.227 (0.241)] [data_t 0.007] [optim_t 0.220] [lr 0.000813] [CE 3.962 (4.124)] [KD 2.991 (3.132)] 2024-10-14 07:07:21,928 - Train: 65.68% [821650/1251000] [656.8/1000.0] [batch_t 0.217 (0.233)] [data_t 0.010] [optim_t 0.207] [lr 0.000813] [CE 4.102 (4.138)] [KD 3.031 (3.138)] 2024-10-14 07:07:34,368 - Train: 65.68% [821700/1251000] [656.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000813] [CE 4.275 (4.201)] [KD 3.304 (3.172)] 2024-10-14 07:07:46,522 - Train: 65.69% [821750/1251000] [656.9/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.000812] [CE 4.561 (4.212)] [KD 3.317 (3.151)] 2024-10-14 07:07:58,236 - Train: 65.69% [821800/1251000] [656.9/1000.0] [batch_t 0.220 (0.234)] [data_t 0.010] [optim_t 0.209] [lr 0.000812] [CE 4.495 (4.259)] [KD 3.202 (3.222)] 2024-10-14 07:08:10,366 - Train: 65.70% [821850/1251000] [657.0/1000.0] [batch_t 0.226 (0.242)] [data_t 0.010] [optim_t 0.216] [lr 0.000812] [CE 4.041 (4.236)] [KD 3.202 (3.215)] 2024-10-14 07:08:21,834 - Train: 65.70% [821900/1251000] [657.0/1000.0] [batch_t 0.206 (0.229)] [data_t 0.008] [optim_t 0.198] [lr 0.000812] [CE 4.422 (4.208)] [KD 3.369 (3.193)] 2024-10-14 07:08:32,330 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 38246] [top5_cnt 46640] [top_all 50000] 2024-10-14 07:08:32,331 - net: 76.492 (93.280) 2024-10-14 07:08:40,953 - Test (net_E): 100.00% [50/50] [batch_t 0.076 (0.156)] [top1_cnt 39792] [top5_cnt 47300] [top_all 50000] 2024-10-14 07:08:40,954 - net_E: 79.584 (94.600) 2024-10-14 07:08:41,164 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.584 (epoch: 657)] 2024-10-14 07:08:41,165 - ==> Total time: 2 days, 10:30:33 Eta: 1 day, 6:32:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:09:03,514 - Train: 65.70% [821950/1251000] [657.0/1000.0] [batch_t 0.215 (0.251)] [data_t 0.007] [optim_t 0.208] [lr 0.000812] [CE 4.217 (4.165)] [KD 3.116 (3.156)] 2024-10-14 07:09:15,944 - Train: 65.71% [822000/1251000] [657.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.227] [lr 0.000812] [CE 3.721 (4.173)] [KD 2.834 (3.106)] 2024-10-14 07:09:27,967 - Train: 65.71% [822050/1251000] [657.1/1000.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.000811] [CE 4.495 (4.228)] [KD 3.390 (3.147)] 2024-10-14 07:09:39,939 - Train: 65.72% [822100/1251000] [657.2/1000.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000811] [CE 4.458 (4.125)] [KD 3.414 (3.126)] 2024-10-14 07:09:52,423 - Train: 65.72% [822150/1251000] [657.2/1000.0] [batch_t 0.240 (0.250)] [data_t 0.008] [optim_t 0.231] [lr 0.000811] [CE 3.967 (4.278)] [KD 2.947 (3.206)] 2024-10-14 07:10:05,203 - Train: 65.72% [822200/1251000] [657.2/1000.0] [batch_t 0.259 (0.255)] [data_t 0.007] [optim_t 0.253] [lr 0.000811] [CE 3.840 (4.176)] [KD 2.971 (3.142)] 2024-10-14 07:10:17,331 - Train: 65.73% [822250/1251000] [657.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.000811] [CE 4.331 (4.256)] [KD 3.403 (3.166)] 2024-10-14 07:10:29,407 - Train: 65.73% [822300/1251000] [657.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000811] [CE 4.334 (4.180)] [KD 3.192 (3.156)] 2024-10-14 07:10:41,922 - Train: 65.74% [822350/1251000] [657.4/1000.0] [batch_t 0.233 (0.250)] [data_t 0.007] [optim_t 0.226] [lr 0.000810] [CE 3.938 (4.168)] [KD 3.054 (3.141)] 2024-10-14 07:10:54,232 - Train: 65.74% [822400/1251000] [657.4/1000.0] [batch_t 0.228 (0.246)] [data_t 0.008] [optim_t 0.220] [lr 0.000810] [CE 4.381 (4.159)] [KD 3.298 (3.133)] 2024-10-14 07:11:06,385 - Train: 65.74% [822450/1251000] [657.4/1000.0] [batch_t 0.218 (0.243)] [data_t 0.009] [optim_t 0.209] [lr 0.000810] [CE 4.742 (4.240)] [KD 3.289 (3.182)] 2024-10-14 07:11:18,360 - Train: 65.75% [822500/1251000] [657.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000810] [CE 4.024 (4.208)] [KD 2.942 (3.177)] 2024-10-14 07:11:30,739 - Train: 65.75% [822550/1251000] [657.5/1000.0] [batch_t 0.524 (0.247)] [data_t 0.010] [optim_t 0.514] [lr 0.000810] [CE 3.649 (4.187)] [KD 2.966 (3.162)] 2024-10-14 07:11:42,994 - Train: 65.76% [822600/1251000] [657.6/1000.0] [batch_t 0.252 (0.245)] [data_t 0.010] [optim_t 0.242] [lr 0.000810] [CE 4.435 (4.111)] [KD 3.353 (3.130)] 2024-10-14 07:11:54,825 - Train: 65.76% [822650/1251000] [657.6/1000.0] [batch_t 0.232 (0.236)] [data_t 0.011] [optim_t 0.222] [lr 0.000809] [CE 4.292 (4.133)] [KD 3.352 (3.103)] 2024-10-14 07:12:06,713 - Train: 65.76% [822700/1251000] [657.6/1000.0] [batch_t 0.239 (0.238)] [data_t 0.010] [optim_t 0.229] [lr 0.000809] [CE 3.838 (4.204)] [KD 2.949 (3.102)] 2024-10-14 07:12:18,806 - Train: 65.77% [822750/1251000] [657.7/1000.0] [batch_t 0.225 (0.242)] [data_t 0.007] [optim_t 0.218] [lr 0.000809] [CE 4.412 (4.210)] [KD 3.153 (3.165)] 2024-10-14 07:12:31,352 - Train: 65.77% [822800/1251000] [657.7/1000.0] [batch_t 0.241 (0.251)] [data_t 0.007] [optim_t 0.234] [lr 0.000809] [CE 3.986 (4.172)] [KD 3.093 (3.154)] 2024-10-14 07:12:43,196 - Train: 65.78% [822850/1251000] [657.8/1000.0] [batch_t 0.222 (0.237)] [data_t 0.007] [optim_t 0.214] [lr 0.000809] [CE 4.666 (4.279)] [KD 3.535 (3.198)] 2024-10-14 07:12:55,060 - Train: 65.78% [822900/1251000] [657.8/1000.0] [batch_t 0.209 (0.237)] [data_t 0.009] [optim_t 0.199] [lr 0.000809] [CE 4.591 (4.149)] [KD 3.233 (3.141)] 2024-10-14 07:13:06,762 - Train: 65.78% [822950/1251000] [657.8/1000.0] [batch_t 0.246 (0.234)] [data_t 0.009] [optim_t 0.237] [lr 0.000808] [CE 4.373 (4.180)] [KD 3.201 (3.178)] 2024-10-14 07:13:19,632 - Train: 65.79% [823000/1251000] [657.9/1000.0] [batch_t 0.225 (0.257)] [data_t 0.009] [optim_t 0.216] [lr 0.000808] [CE 4.231 (4.257)] [KD 3.252 (3.158)] 2024-10-14 07:13:31,635 - Train: 65.79% [823050/1251000] [657.9/1000.0] [batch_t 0.226 (0.240)] [data_t 0.008] [optim_t 0.218] [lr 0.000808] [CE 4.324 (4.236)] [KD 3.358 (3.206)] 2024-10-14 07:13:43,667 - Train: 65.80% [823100/1251000] [658.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.000808] [CE 4.158 (4.207)] [KD 3.192 (3.167)] 2024-10-14 07:13:55,217 - Train: 65.80% [823150/1251000] [658.0/1000.0] [batch_t 0.211 (0.231)] [data_t 0.009] [optim_t 0.203] [lr 0.000808] [CE 3.982 (4.179)] [KD 2.861 (3.137)] 2024-10-14 07:14:06,196 - Test (net): 100.00% [50/50] [batch_t 0.142 (0.168)] [top1_cnt 38286] [top5_cnt 46597] [top_all 50000] 2024-10-14 07:14:06,196 - net: 76.572 (93.194) 2024-10-14 07:14:15,144 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 39804] [top5_cnt 47306] [top_all 50000] 2024-10-14 07:14:15,144 - net_E: 79.608 (94.612) 2024-10-14 07:14:15,350 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.608 (epoch: 658)] 2024-10-14 07:14:15,350 - ==> Total time: 2 days, 10:36:08 Eta: 1 day, 6:27:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:14:37,139 - Train: 65.80% [823200/1251000] [658.0/1000.0] [batch_t 0.239 (0.254)] [data_t 0.006] [optim_t 0.233] [lr 0.000808] [CE 4.506 (4.272)] [KD 3.276 (3.166)] 2024-10-14 07:14:49,468 - Train: 65.81% [823250/1251000] [658.1/1000.0] [batch_t 0.222 (0.246)] [data_t 0.009] [optim_t 0.213] [lr 0.000807] [CE 4.246 (4.140)] [KD 3.230 (3.084)] 2024-10-14 07:15:01,427 - Train: 65.81% [823300/1251000] [658.1/1000.0] [batch_t 0.418 (0.239)] [data_t 0.010] [optim_t 0.408] [lr 0.000807] [CE 4.185 (4.182)] [KD 3.120 (3.098)] 2024-10-14 07:15:13,524 - Train: 65.82% [823350/1251000] [658.2/1000.0] [batch_t 0.435 (0.242)] [data_t 0.009] [optim_t 0.426] [lr 0.000807] [CE 4.094 (4.218)] [KD 3.046 (3.134)] 2024-10-14 07:15:25,179 - Train: 65.82% [823400/1251000] [658.2/1000.0] [batch_t 0.242 (0.233)] [data_t 0.008] [optim_t 0.234] [lr 0.000807] [CE 4.555 (4.187)] [KD 3.297 (3.105)] 2024-10-14 07:15:37,069 - Train: 65.82% [823450/1251000] [658.2/1000.0] [batch_t 0.218 (0.238)] [data_t 0.010] [optim_t 0.208] [lr 0.000807] [CE 3.864 (4.169)] [KD 3.201 (3.150)] 2024-10-14 07:15:48,858 - Train: 65.83% [823500/1251000] [658.3/1000.0] [batch_t 0.224 (0.236)] [data_t 0.010] [optim_t 0.214] [lr 0.000807] [CE 4.161 (4.154)] [KD 3.107 (3.136)] 2024-10-14 07:16:01,224 - Train: 65.83% [823550/1251000] [658.3/1000.0] [batch_t 0.226 (0.247)] [data_t 0.009] [optim_t 0.217] [lr 0.000807] [CE 4.188 (4.208)] [KD 2.942 (3.136)] 2024-10-14 07:16:13,142 - Train: 65.84% [823600/1251000] [658.4/1000.0] [batch_t 0.244 (0.238)] [data_t 0.008] [optim_t 0.237] [lr 0.000806] [CE 4.102 (4.256)] [KD 3.044 (3.177)] 2024-10-14 07:16:25,417 - Train: 65.84% [823650/1251000] [658.4/1000.0] [batch_t 0.224 (0.245)] [data_t 0.006] [optim_t 0.218] [lr 0.000806] [CE 4.263 (4.208)] [KD 3.163 (3.146)] 2024-10-14 07:16:37,681 - Train: 65.84% [823700/1251000] [658.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.000806] [CE 4.512 (4.188)] [KD 3.191 (3.120)] 2024-10-14 07:16:49,432 - Train: 65.85% [823750/1251000] [658.5/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.000806] [CE 4.779 (4.241)] [KD 3.494 (3.131)] 2024-10-14 07:17:01,442 - Train: 65.85% [823800/1251000] [658.5/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.000806] [CE 3.823 (4.219)] [KD 3.131 (3.124)] 2024-10-14 07:17:13,998 - Train: 65.86% [823850/1251000] [658.6/1000.0] [batch_t 0.226 (0.251)] [data_t 0.009] [optim_t 0.217] [lr 0.000806] [CE 4.449 (4.206)] [KD 3.244 (3.110)] 2024-10-14 07:17:25,650 - Train: 65.86% [823900/1251000] [658.6/1000.0] [batch_t 0.240 (0.233)] [data_t 0.011] [optim_t 0.229] [lr 0.000805] [CE 3.948 (4.195)] [KD 2.930 (3.165)] 2024-10-14 07:17:37,772 - Train: 65.86% [823950/1251000] [658.6/1000.0] [batch_t 0.240 (0.242)] [data_t 0.010] [optim_t 0.230] [lr 0.000805] [CE 4.331 (4.178)] [KD 3.301 (3.147)] 2024-10-14 07:17:49,848 - Train: 65.87% [824000/1251000] [658.7/1000.0] [batch_t 0.226 (0.241)] [data_t 0.008] [optim_t 0.218] [lr 0.000805] [CE 3.610 (4.225)] [KD 2.892 (3.147)] 2024-10-14 07:18:01,831 - Train: 65.87% [824050/1251000] [658.7/1000.0] [batch_t 0.248 (0.240)] [data_t 0.007] [optim_t 0.241] [lr 0.000805] [CE 4.225 (4.206)] [KD 3.150 (3.143)] 2024-10-14 07:18:13,689 - Train: 65.88% [824100/1251000] [658.8/1000.0] [batch_t 0.240 (0.237)] [data_t 0.010] [optim_t 0.230] [lr 0.000805] [CE 4.464 (4.216)] [KD 3.176 (3.177)] 2024-10-14 07:18:25,742 - Train: 65.88% [824150/1251000] [658.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.225] [lr 0.000805] [CE 3.984 (4.201)] [KD 3.060 (3.140)] 2024-10-14 07:18:38,077 - Train: 65.88% [824200/1251000] [658.8/1000.0] [batch_t 0.230 (0.247)] [data_t 0.006] [optim_t 0.224] [lr 0.000804] [CE 4.707 (4.228)] [KD 3.293 (3.186)] 2024-10-14 07:18:50,076 - Train: 65.89% [824250/1251000] [658.9/1000.0] [batch_t 0.404 (0.240)] [data_t 0.008] [optim_t 0.396] [lr 0.000804] [CE 4.602 (4.196)] [KD 3.557 (3.151)] 2024-10-14 07:19:02,457 - Train: 65.89% [824300/1251000] [658.9/1000.0] [batch_t 0.247 (0.247)] [data_t 0.010] [optim_t 0.237] [lr 0.000804] [CE 4.283 (4.171)] [KD 3.233 (3.117)] 2024-10-14 07:19:14,315 - Train: 65.90% [824350/1251000] [659.0/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.000804] [CE 4.079 (4.216)] [KD 3.223 (3.127)] 2024-10-14 07:19:26,577 - Train: 65.90% [824400/1251000] [659.0/1000.0] [batch_t 0.226 (0.245)] [data_t 0.006] [optim_t 0.220] [lr 0.000804] [CE 3.917 (4.128)] [KD 3.261 (3.097)] 2024-10-14 07:19:38,710 - Test (net): 100.00% [50/50] [batch_t 0.485 (0.191)] [top1_cnt 38228] [top5_cnt 46638] [top_all 50000] 2024-10-14 07:19:38,711 - net: 76.456 (93.276) 2024-10-14 07:19:47,441 - Test (net_E): 100.00% [50/50] [batch_t 0.153 (0.158)] [top1_cnt 39794] [top5_cnt 47329] [top_all 50000] 2024-10-14 07:19:47,442 - net_E: 79.588 (94.658) 2024-10-14 07:19:47,653 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.608 (epoch: 658)] 2024-10-14 07:19:47,654 - ==> Total time: 2 days, 10:41:40 Eta: 1 day, 6:22:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:20:00,963 - Train: 65.90% [824450/1251000] [659.0/1000.0] [batch_t 0.235 (0.253)] [data_t 0.008] [optim_t 0.227] [lr 0.000804] [CE 4.287 (4.263)] [KD 2.912 (3.186)] 2024-10-14 07:20:13,346 - Train: 65.91% [824500/1251000] [659.1/1000.0] [batch_t 0.219 (0.247)] [data_t 0.007] [optim_t 0.212] [lr 0.000803] [CE 4.291 (4.211)] [KD 3.045 (3.143)] 2024-10-14 07:20:25,139 - Train: 65.91% [824550/1251000] [659.1/1000.0] [batch_t 0.210 (0.236)] [data_t 0.007] [optim_t 0.203] [lr 0.000803] [CE 4.408 (4.101)] [KD 3.061 (3.076)] 2024-10-14 07:20:37,107 - Train: 65.92% [824600/1251000] [659.2/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.000803] [CE 4.240 (4.114)] [KD 3.173 (3.084)] 2024-10-14 07:20:48,751 - Train: 65.92% [824650/1251000] [659.2/1000.0] [batch_t 0.215 (0.233)] [data_t 0.007] [optim_t 0.208] [lr 0.000803] [CE 4.109 (4.208)] [KD 3.170 (3.151)] 2024-10-14 07:21:00,051 - Train: 65.92% [824700/1251000] [659.2/1000.0] [batch_t 0.226 (0.226)] [data_t 0.006] [optim_t 0.220] [lr 0.000803] [CE 4.478 (4.175)] [KD 3.221 (3.117)] 2024-10-14 07:21:11,751 - Train: 65.93% [824750/1251000] [659.3/1000.0] [batch_t 0.222 (0.234)] [data_t 0.008] [optim_t 0.214] [lr 0.000803] [CE 3.735 (4.231)] [KD 2.799 (3.152)] 2024-10-14 07:21:24,214 - Train: 65.93% [824800/1251000] [659.3/1000.0] [batch_t 0.226 (0.249)] [data_t 0.007] [optim_t 0.219] [lr 0.000802] [CE 3.633 (4.159)] [KD 2.914 (3.159)] 2024-10-14 07:21:35,645 - Train: 65.94% [824850/1251000] [659.4/1000.0] [batch_t 0.239 (0.228)] [data_t 0.010] [optim_t 0.229] [lr 0.000802] [CE 4.116 (4.236)] [KD 2.982 (3.153)] 2024-10-14 07:21:47,203 - Train: 65.94% [824900/1251000] [659.4/1000.0] [batch_t 0.225 (0.231)] [data_t 0.008] [optim_t 0.217] [lr 0.000802] [CE 4.231 (4.209)] [KD 3.249 (3.153)] 2024-10-14 07:21:58,579 - Train: 65.94% [824950/1251000] [659.4/1000.0] [batch_t 0.224 (0.227)] [data_t 0.009] [optim_t 0.215] [lr 0.000802] [CE 4.499 (4.154)] [KD 3.230 (3.137)] 2024-10-14 07:22:10,374 - Train: 65.95% [825000/1251000] [659.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.010] [optim_t 0.227] [lr 0.000802] [CE 4.407 (4.155)] [KD 3.256 (3.164)] 2024-10-14 07:22:22,054 - Train: 65.95% [825050/1251000] [659.5/1000.0] [batch_t 0.239 (0.233)] [data_t 0.008] [optim_t 0.231] [lr 0.000802] [CE 4.460 (4.208)] [KD 3.101 (3.169)] 2024-10-14 07:22:34,241 - Train: 65.96% [825100/1251000] [659.6/1000.0] [batch_t 0.216 (0.244)] [data_t 0.009] [optim_t 0.207] [lr 0.000801] [CE 3.666 (4.177)] [KD 2.897 (3.130)] 2024-10-14 07:22:46,045 - Train: 65.96% [825150/1251000] [659.6/1000.0] [batch_t 0.237 (0.236)] [data_t 0.010] [optim_t 0.226] [lr 0.000801] [CE 4.130 (4.160)] [KD 2.875 (3.104)] 2024-10-14 07:22:57,633 - Train: 65.96% [825200/1251000] [659.6/1000.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.221] [lr 0.000801] [CE 3.806 (4.171)] [KD 3.106 (3.132)] 2024-10-14 07:23:09,135 - Train: 65.97% [825250/1251000] [659.7/1000.0] [batch_t 0.227 (0.230)] [data_t 0.007] [optim_t 0.221] [lr 0.000801] [CE 4.356 (4.209)] [KD 3.152 (3.160)] 2024-10-14 07:23:20,601 - Train: 65.97% [825300/1251000] [659.7/1000.0] [batch_t 0.219 (0.229)] [data_t 0.007] [optim_t 0.212] [lr 0.000801] [CE 4.327 (4.185)] [KD 3.053 (3.139)] 2024-10-14 07:23:32,001 - Train: 65.98% [825350/1251000] [659.8/1000.0] [batch_t 0.218 (0.228)] [data_t 0.007] [optim_t 0.211] [lr 0.000801] [CE 4.411 (4.173)] [KD 3.175 (3.116)] 2024-10-14 07:23:44,182 - Train: 65.98% [825400/1251000] [659.8/1000.0] [batch_t 0.223 (0.243)] [data_t 0.010] [optim_t 0.213] [lr 0.000800] [CE 4.649 (4.160)] [KD 3.601 (3.119)] 2024-10-14 07:23:55,413 - Train: 65.98% [825450/1251000] [659.8/1000.0] [batch_t 0.425 (0.224)] [data_t 0.009] [optim_t 0.415] [lr 0.000800] [CE 4.212 (4.166)] [KD 3.116 (3.107)] 2024-10-14 07:24:06,752 - Train: 65.99% [825500/1251000] [659.9/1000.0] [batch_t 0.222 (0.227)] [data_t 0.009] [optim_t 0.214] [lr 0.000800] [CE 4.478 (4.235)] [KD 3.306 (3.151)] 2024-10-14 07:24:18,145 - Train: 65.99% [825550/1251000] [659.9/1000.0] [batch_t 0.221 (0.228)] [data_t 0.008] [optim_t 0.213] [lr 0.000800] [CE 3.709 (4.169)] [KD 2.762 (3.150)] 2024-10-14 07:24:30,141 - Train: 66.00% [825600/1251000] [660.0/1000.0] [batch_t 0.215 (0.240)] [data_t 0.007] [optim_t 0.208] [lr 0.000800] [CE 3.670 (4.196)] [KD 3.042 (3.135)] 2024-10-14 07:24:41,546 - Train: 66.00% [825650/1251000] [660.0/1000.0] [batch_t 0.204 (0.228)] [data_t 0.006] [optim_t 0.197] [lr 0.000800] [CE 4.123 (4.152)] [KD 3.013 (3.112)] 2024-10-14 07:24:51,759 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.150)] [top1_cnt 38218] [top5_cnt 46689] [top_all 50000] 2024-10-14 07:24:51,759 - net: 76.436 (93.378) 2024-10-14 07:25:00,522 - Test (net_E): 100.00% [50/50] [batch_t 0.166 (0.161)] [top1_cnt 39773] [top5_cnt 47326] [top_all 50000] 2024-10-14 07:25:00,523 - net_E: 79.546 (94.652) 2024-10-14 07:25:00,757 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.608 (epoch: 658)] 2024-10-14 07:25:00,757 - ==> Total time: 2 days, 10:46:53 Eta: 1 day, 6:16:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:25:25,354 - Train: 66.00% [825700/1251000] [660.0/1000.0] [batch_t 0.222 (0.242)] [data_t 0.007] [optim_t 0.215] [lr 0.000799] [CE 4.396 (4.194)] [KD 3.328 (3.116)] 2024-10-14 07:25:37,521 - Train: 66.01% [825750/1251000] [660.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.000799] [CE 4.221 (4.168)] [KD 3.302 (3.129)] 2024-10-14 07:25:48,929 - Train: 66.01% [825800/1251000] [660.1/1000.0] [batch_t 0.235 (0.228)] [data_t 0.007] [optim_t 0.228] [lr 0.000799] [CE 4.905 (4.271)] [KD 3.549 (3.165)] 2024-10-14 07:26:00,817 - Train: 66.02% [825850/1251000] [660.2/1000.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000799] [CE 4.469 (4.158)] [KD 3.446 (3.121)] 2024-10-14 07:26:13,074 - Train: 66.02% [825900/1251000] [660.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.000799] [CE 4.346 (4.207)] [KD 3.212 (3.135)] 2024-10-14 07:26:25,017 - Train: 66.02% [825950/1251000] [660.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.008] [optim_t 0.229] [lr 0.000799] [CE 3.396 (4.143)] [KD 2.692 (3.130)] 2024-10-14 07:26:36,850 - Train: 66.03% [826000/1251000] [660.3/1000.0] [batch_t 0.223 (0.236)] [data_t 0.006] [optim_t 0.217] [lr 0.000798] [CE 4.319 (4.198)] [KD 3.147 (3.121)] 2024-10-14 07:26:48,847 - Train: 66.03% [826050/1251000] [660.3/1000.0] [batch_t 0.225 (0.240)] [data_t 0.008] [optim_t 0.217] [lr 0.000798] [CE 4.173 (4.171)] [KD 3.261 (3.138)] 2024-10-14 07:27:00,067 - Train: 66.04% [826100/1251000] [660.4/1000.0] [batch_t 0.235 (0.224)] [data_t 0.008] [optim_t 0.227] [lr 0.000798] [CE 4.451 (4.197)] [KD 2.907 (3.145)] 2024-10-14 07:27:12,074 - Train: 66.04% [826150/1251000] [660.4/1000.0] [batch_t 0.242 (0.240)] [data_t 0.007] [optim_t 0.235] [lr 0.000798] [CE 4.500 (4.202)] [KD 3.308 (3.164)] 2024-10-14 07:27:23,723 - Train: 66.04% [826200/1251000] [660.4/1000.0] [batch_t 0.232 (0.233)] [data_t 0.007] [optim_t 0.224] [lr 0.000798] [CE 4.334 (4.162)] [KD 3.098 (3.126)] 2024-10-14 07:27:35,793 - Train: 66.05% [826250/1251000] [660.5/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.000798] [CE 4.106 (4.143)] [KD 3.239 (3.111)] 2024-10-14 07:27:48,023 - Train: 66.05% [826300/1251000] [660.5/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.000798] [CE 4.020 (4.191)] [KD 3.096 (3.140)] 2024-10-14 07:28:00,181 - Train: 66.06% [826350/1251000] [660.6/1000.0] [batch_t 0.230 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.000797] [CE 4.038 (4.142)] [KD 3.233 (3.114)] 2024-10-14 07:28:11,948 - Train: 66.06% [826400/1251000] [660.6/1000.0] [batch_t 0.250 (0.235)] [data_t 0.007] [optim_t 0.243] [lr 0.000797] [CE 4.154 (4.267)] [KD 3.223 (3.176)] 2024-10-14 07:28:23,463 - Train: 66.06% [826450/1251000] [660.6/1000.0] [batch_t 0.227 (0.230)] [data_t 0.011] [optim_t 0.217] [lr 0.000797] [CE 4.014 (4.196)] [KD 3.042 (3.131)] 2024-10-14 07:28:35,625 - Train: 66.07% [826500/1251000] [660.7/1000.0] [batch_t 0.525 (0.243)] [data_t 0.008] [optim_t 0.516] [lr 0.000797] [CE 3.626 (4.199)] [KD 2.987 (3.170)] 2024-10-14 07:28:47,459 - Train: 66.07% [826550/1251000] [660.7/1000.0] [batch_t 0.222 (0.236)] [data_t 0.006] [optim_t 0.215] [lr 0.000797] [CE 4.408 (4.209)] [KD 3.349 (3.136)] 2024-10-14 07:28:59,292 - Train: 66.08% [826600/1251000] [660.8/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.000797] [CE 4.042 (4.202)] [KD 2.993 (3.148)] 2024-10-14 07:29:10,923 - Train: 66.08% [826650/1251000] [660.8/1000.0] [batch_t 0.227 (0.232)] [data_t 0.008] [optim_t 0.219] [lr 0.000796] [CE 4.595 (4.186)] [KD 3.580 (3.149)] 2024-10-14 07:29:22,989 - Train: 66.08% [826700/1251000] [660.8/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.222] [lr 0.000796] [CE 4.691 (4.145)] [KD 3.317 (3.109)] 2024-10-14 07:29:34,792 - Train: 66.09% [826750/1251000] [660.9/1000.0] [batch_t 0.237 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.000796] [CE 3.840 (4.120)] [KD 2.889 (3.131)] 2024-10-14 07:29:46,797 - Train: 66.09% [826800/1251000] [660.9/1000.0] [batch_t 0.214 (0.240)] [data_t 0.009] [optim_t 0.205] [lr 0.000796] [CE 4.061 (4.235)] [KD 2.872 (3.151)] 2024-10-14 07:29:58,845 - Train: 66.10% [826850/1251000] [661.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.000796] [CE 4.264 (4.143)] [KD 3.146 (3.121)] 2024-10-14 07:30:10,408 - Train: 66.10% [826900/1251000] [661.0/1000.0] [batch_t 0.207 (0.231)] [data_t 0.006] [optim_t 0.201] [lr 0.000796] [CE 4.157 (4.122)] [KD 3.220 (3.112)] 2024-10-14 07:30:21,323 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 38235] [top5_cnt 46663] [top_all 50000] 2024-10-14 07:30:21,324 - net: 76.470 (93.326) 2024-10-14 07:30:29,969 - Test (net_E): 100.00% [50/50] [batch_t 0.215 (0.156)] [top1_cnt 39774] [top5_cnt 47353] [top_all 50000] 2024-10-14 07:30:29,970 - net_E: 79.548 (94.706) 2024-10-14 07:30:30,178 - Max [top1: 76.746 (epoch: 644)] [top1-ema: 79.608 (epoch: 658)] 2024-10-14 07:30:30,178 - ==> Total time: 2 days, 10:52:22 Eta: 1 day, 6:11:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:30:43,677 - Train: 66.10% [826950/1251000] [661.0/1000.0] [batch_t 0.230 (0.255)] [data_t 0.007] [optim_t 0.222] [lr 0.000795] [CE 4.319 (4.150)] [KD 3.095 (3.143)] 2024-10-14 07:30:55,442 - Train: 66.11% [827000/1251000] [661.1/1000.0] [batch_t 0.412 (0.235)] [data_t 0.010] [optim_t 0.402] [lr 0.000795] [CE 4.518 (4.186)] [KD 3.371 (3.114)] 2024-10-14 07:31:07,940 - Train: 66.11% [827050/1251000] [661.1/1000.0] [batch_t 0.225 (0.250)] [data_t 0.010] [optim_t 0.215] [lr 0.000795] [CE 4.256 (4.169)] [KD 2.840 (3.103)] 2024-10-14 07:31:20,055 - Train: 66.12% [827100/1251000] [661.2/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.000795] [CE 4.160 (4.120)] [KD 2.965 (3.068)] 2024-10-14 07:31:31,734 - Train: 66.12% [827150/1251000] [661.2/1000.0] [batch_t 0.228 (0.233)] [data_t 0.010] [optim_t 0.218] [lr 0.000795] [CE 4.196 (4.231)] [KD 3.224 (3.142)] 2024-10-14 07:31:43,560 - Train: 66.12% [827200/1251000] [661.2/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.000795] [CE 4.027 (4.250)] [KD 3.096 (3.189)] 2024-10-14 07:31:55,160 - Train: 66.13% [827250/1251000] [661.3/1000.0] [batch_t 0.228 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.000794] [CE 4.515 (4.141)] [KD 3.253 (3.104)] 2024-10-14 07:32:06,615 - Train: 66.13% [827300/1251000] [661.3/1000.0] [batch_t 0.244 (0.229)] [data_t 0.008] [optim_t 0.235] [lr 0.000794] [CE 3.865 (4.173)] [KD 2.834 (3.134)] 2024-10-14 07:32:19,121 - Train: 66.14% [827350/1251000] [661.4/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.000794] [CE 4.330 (4.186)] [KD 3.268 (3.120)] 2024-10-14 07:32:31,371 - Train: 66.14% [827400/1251000] [661.4/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.000794] [CE 4.350 (4.145)] [KD 3.132 (3.089)] 2024-10-14 07:32:43,245 - Train: 66.14% [827450/1251000] [661.4/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.000794] [CE 4.401 (4.200)] [KD 3.457 (3.108)] 2024-10-14 07:32:55,317 - Train: 66.15% [827500/1251000] [661.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.007] [optim_t 0.227] [lr 0.000794] [CE 4.589 (4.248)] [KD 3.373 (3.156)] 2024-10-14 07:33:08,042 - Train: 66.15% [827550/1251000] [661.5/1000.0] [batch_t 0.250 (0.254)] [data_t 0.006] [optim_t 0.244] [lr 0.000793] [CE 4.145 (4.140)] [KD 3.107 (3.119)] 2024-10-14 07:33:19,957 - Train: 66.16% [827600/1251000] [661.6/1000.0] [batch_t 0.256 (0.238)] [data_t 0.008] [optim_t 0.247] [lr 0.000793] [CE 4.542 (4.238)] [KD 3.221 (3.129)] 2024-10-14 07:33:32,349 - Train: 66.16% [827650/1251000] [661.6/1000.0] [batch_t 0.249 (0.248)] [data_t 0.007] [optim_t 0.242] [lr 0.000793] [CE 4.444 (4.161)] [KD 3.283 (3.124)] 2024-10-14 07:33:45,101 - Train: 66.16% [827700/1251000] [661.6/1000.0] [batch_t 0.236 (0.255)] [data_t 0.007] [optim_t 0.229] [lr 0.000793] [CE 4.046 (4.109)] [KD 3.188 (3.098)] 2024-10-14 07:33:57,274 - Train: 66.17% [827750/1251000] [661.7/1000.0] [batch_t 0.218 (0.243)] [data_t 0.007] [optim_t 0.210] [lr 0.000793] [CE 4.074 (4.152)] [KD 2.920 (3.093)] 2024-10-14 07:34:09,274 - Train: 66.17% [827800/1251000] [661.7/1000.0] [batch_t 0.255 (0.240)] [data_t 0.007] [optim_t 0.248] [lr 0.000793] [CE 3.921 (4.187)] [KD 3.048 (3.122)] 2024-10-14 07:34:22,123 - Train: 66.18% [827850/1251000] [661.8/1000.0] [batch_t 0.255 (0.257)] [data_t 0.008] [optim_t 0.248] [lr 0.000792] [CE 4.181 (4.155)] [KD 3.318 (3.132)] 2024-10-14 07:34:33,829 - Train: 66.18% [827900/1251000] [661.8/1000.0] [batch_t 0.224 (0.234)] [data_t 0.008] [optim_t 0.216] [lr 0.000792] [CE 4.645 (4.172)] [KD 3.433 (3.148)] 2024-10-14 07:34:45,992 - Train: 66.18% [827950/1251000] [661.8/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.000792] [CE 4.563 (4.208)] [KD 3.477 (3.148)] 2024-10-14 07:34:58,601 - Train: 66.19% [828000/1251000] [661.9/1000.0] [batch_t 0.241 (0.252)] [data_t 0.007] [optim_t 0.234] [lr 0.000792] [CE 4.168 (4.232)] [KD 2.930 (3.162)] 2024-10-14 07:35:10,624 - Train: 66.19% [828050/1251000] [661.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.000792] [CE 3.943 (4.151)] [KD 3.084 (3.071)] 2024-10-14 07:35:22,515 - Train: 66.20% [828100/1251000] [662.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.229] [lr 0.000792] [CE 4.296 (4.127)] [KD 3.081 (3.125)] 2024-10-14 07:35:34,679 - Train: 66.20% [828150/1251000] [662.0/1000.0] [batch_t 0.202 (0.243)] [data_t 0.007] [optim_t 0.195] [lr 0.000791] [CE 3.748 (4.140)] [KD 2.910 (3.118)] 2024-10-14 07:35:45,867 - Test (net): 100.00% [50/50] [batch_t 0.106 (0.158)] [top1_cnt 38404] [top5_cnt 46768] [top_all 50000] 2024-10-14 07:35:45,868 - net: 76.808 (93.536) 2024-10-14 07:35:54,322 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.152)] [top1_cnt 39801] [top5_cnt 47362] [top_all 50000] 2024-10-14 07:35:54,322 - net_E: 79.602 (94.724) 2024-10-14 07:35:54,536 - Max [top1: 76.808 (epoch: 662)] [top1-ema: 79.608 (epoch: 658)] 2024-10-14 07:35:54,537 - ==> Total time: 2 days, 10:57:47 Eta: 1 day, 6:06:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:36:18,710 - Train: 66.20% [828200/1251000] [662.0/1000.0] [batch_t 0.224 (0.247)] [data_t 0.008] [optim_t 0.216] [lr 0.000791] [CE 4.378 (4.222)] [KD 3.017 (3.101)] 2024-10-14 07:36:30,928 - Train: 66.21% [828250/1251000] [662.1/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.000791] [CE 4.527 (4.103)] [KD 3.244 (3.081)] 2024-10-14 07:36:43,187 - Train: 66.21% [828300/1251000] [662.1/1000.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.000791] [CE 3.874 (4.093)] [KD 2.863 (3.028)] 2024-10-14 07:36:54,937 - Train: 66.22% [828350/1251000] [662.2/1000.0] [batch_t 0.239 (0.235)] [data_t 0.007] [optim_t 0.232] [lr 0.000791] [CE 4.282 (4.156)] [KD 3.284 (3.103)] 2024-10-14 07:37:06,955 - Train: 66.22% [828400/1251000] [662.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.010] [optim_t 0.228] [lr 0.000791] [CE 4.209 (4.230)] [KD 3.168 (3.130)] 2024-10-14 07:37:19,286 - Train: 66.22% [828450/1251000] [662.2/1000.0] [batch_t 0.442 (0.246)] [data_t 0.008] [optim_t 0.434] [lr 0.000790] [CE 4.118 (4.234)] [KD 3.278 (3.174)] 2024-10-14 07:37:31,409 - Train: 66.23% [828500/1251000] [662.3/1000.0] [batch_t 0.249 (0.242)] [data_t 0.006] [optim_t 0.243] [lr 0.000790] [CE 3.832 (4.148)] [KD 2.977 (3.117)] 2024-10-14 07:37:43,550 - Train: 66.23% [828550/1251000] [662.3/1000.0] [batch_t 0.231 (0.243)] [data_t 0.010] [optim_t 0.221] [lr 0.000790] [CE 3.956 (4.195)] [KD 3.021 (3.132)] 2024-10-14 07:37:55,063 - Train: 66.24% [828600/1251000] [662.4/1000.0] [batch_t 0.236 (0.230)] [data_t 0.007] [optim_t 0.230] [lr 0.000790] [CE 4.029 (4.265)] [KD 3.144 (3.174)] 2024-10-14 07:38:06,897 - Train: 66.24% [828650/1251000] [662.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.007] [optim_t 0.226] [lr 0.000790] [CE 4.108 (4.162)] [KD 2.980 (3.106)] 2024-10-14 07:38:19,389 - Train: 66.24% [828700/1251000] [662.4/1000.0] [batch_t 0.418 (0.250)] [data_t 0.007] [optim_t 0.411] [lr 0.000790] [CE 4.323 (4.251)] [KD 3.097 (3.147)] 2024-10-14 07:38:31,610 - Train: 66.25% [828750/1251000] [662.5/1000.0] [batch_t 0.223 (0.244)] [data_t 0.010] [optim_t 0.213] [lr 0.000790] [CE 3.944 (4.234)] [KD 3.074 (3.152)] 2024-10-14 07:38:43,257 - Train: 66.25% [828800/1251000] [662.5/1000.0] [batch_t 0.241 (0.233)] [data_t 0.006] [optim_t 0.235] [lr 0.000789] [CE 3.620 (4.250)] [KD 2.860 (3.128)] 2024-10-14 07:38:55,130 - Train: 66.25% [828850/1251000] [662.5/1000.0] [batch_t 0.248 (0.237)] [data_t 0.006] [optim_t 0.241] [lr 0.000789] [CE 4.182 (4.140)] [KD 3.366 (3.086)] 2024-10-14 07:39:07,826 - Train: 66.26% [828900/1251000] [662.6/1000.0] [batch_t 0.241 (0.254)] [data_t 0.006] [optim_t 0.235] [lr 0.000789] [CE 4.203 (4.173)] [KD 3.226 (3.139)] 2024-10-14 07:39:20,516 - Train: 66.26% [828950/1251000] [662.6/1000.0] [batch_t 0.246 (0.254)] [data_t 0.007] [optim_t 0.239] [lr 0.000789] [CE 4.723 (4.208)] [KD 3.354 (3.152)] 2024-10-14 07:39:32,320 - Train: 66.27% [829000/1251000] [662.7/1000.0] [batch_t 0.242 (0.236)] [data_t 0.010] [optim_t 0.232] [lr 0.000789] [CE 4.109 (4.195)] [KD 3.160 (3.139)] 2024-10-14 07:39:44,581 - Train: 66.27% [829050/1251000] [662.7/1000.0] [batch_t 0.244 (0.245)] [data_t 0.007] [optim_t 0.237] [lr 0.000789] [CE 4.188 (4.118)] [KD 3.263 (3.107)] 2024-10-14 07:39:56,804 - Train: 66.27% [829100/1251000] [662.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.000788] [CE 3.823 (4.208)] [KD 2.897 (3.104)] 2024-10-14 07:40:09,046 - Train: 66.28% [829150/1251000] [662.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000788] [CE 3.914 (4.207)] [KD 3.064 (3.146)] 2024-10-14 07:40:21,053 - Train: 66.28% [829200/1251000] [662.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.000788] [CE 4.098 (4.127)] [KD 3.057 (3.076)] 2024-10-14 07:40:32,805 - Train: 66.29% [829250/1251000] [662.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.007] [optim_t 0.228] [lr 0.000788] [CE 4.478 (4.293)] [KD 3.214 (3.150)] 2024-10-14 07:40:45,676 - Train: 66.29% [829300/1251000] [662.9/1000.0] [batch_t 0.250 (0.257)] [data_t 0.009] [optim_t 0.241] [lr 0.000788] [CE 4.139 (4.202)] [KD 3.022 (3.137)] 2024-10-14 07:40:57,732 - Train: 66.29% [829350/1251000] [662.9/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.000788] [CE 4.157 (4.171)] [KD 3.216 (3.112)] 2024-10-14 07:41:09,633 - Train: 66.30% [829400/1251000] [663.0/1000.0] [batch_t 0.231 (0.238)] [data_t 0.007] [optim_t 0.224] [lr 0.000787] [CE 4.338 (4.301)] [KD 3.147 (3.218)] 2024-10-14 07:41:21,237 - Test (net): 100.00% [50/50] [batch_t 0.078 (0.163)] [top1_cnt 38375] [top5_cnt 46636] [top_all 50000] 2024-10-14 07:41:21,238 - net: 76.750 (93.272) 2024-10-14 07:41:30,345 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 39792] [top5_cnt 47351] [top_all 50000] 2024-10-14 07:41:30,346 - net_E: 79.584 (94.702) 2024-10-14 07:41:30,552 - Max [top1: 76.808 (epoch: 662)] [top1-ema: 79.608 (epoch: 658)] 2024-10-14 07:41:30,553 - ==> Total time: 2 days, 11:03:23 Eta: 1 day, 6:01:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:41:43,233 - Train: 66.30% [829450/1251000] [663.0/1000.0] [batch_t 0.231 (0.264)] [data_t 0.010] [optim_t 0.221] [lr 0.000787] [CE 4.078 (4.151)] [KD 3.200 (3.075)] 2024-10-14 07:41:54,715 - Train: 66.31% [829500/1251000] [663.1/1000.0] [batch_t 0.231 (0.229)] [data_t 0.008] [optim_t 0.223] [lr 0.000787] [CE 4.029 (4.222)] [KD 3.065 (3.149)] 2024-10-14 07:42:06,979 - Train: 66.31% [829550/1251000] [663.1/1000.0] [batch_t 0.217 (0.245)] [data_t 0.007] [optim_t 0.210] [lr 0.000787] [CE 4.630 (4.212)] [KD 3.191 (3.132)] 2024-10-14 07:42:19,407 - Train: 66.31% [829600/1251000] [663.1/1000.0] [batch_t 0.219 (0.248)] [data_t 0.006] [optim_t 0.213] [lr 0.000787] [CE 3.765 (4.174)] [KD 2.870 (3.125)] 2024-10-14 07:42:31,008 - Train: 66.32% [829650/1251000] [663.2/1000.0] [batch_t 0.229 (0.232)] [data_t 0.007] [optim_t 0.222] [lr 0.000787] [CE 3.666 (4.167)] [KD 2.962 (3.131)] 2024-10-14 07:42:42,564 - Train: 66.32% [829700/1251000] [663.2/1000.0] [batch_t 0.229 (0.231)] [data_t 0.009] [optim_t 0.220] [lr 0.000786] [CE 3.666 (4.241)] [KD 2.847 (3.153)] 2024-10-14 07:42:55,063 - Train: 66.33% [829750/1251000] [663.3/1000.0] [batch_t 0.489 (0.250)] [data_t 0.008] [optim_t 0.481] [lr 0.000786] [CE 4.394 (4.202)] [KD 3.132 (3.109)] 2024-10-14 07:43:06,574 - Train: 66.33% [829800/1251000] [663.3/1000.0] [batch_t 0.215 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.000786] [CE 3.771 (4.194)] [KD 2.776 (3.146)] 2024-10-14 07:43:18,277 - Train: 66.33% [829850/1251000] [663.3/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.000786] [CE 4.013 (4.177)] [KD 2.884 (3.103)] 2024-10-14 07:43:29,914 - Train: 66.34% [829900/1251000] [663.4/1000.0] [batch_t 0.224 (0.233)] [data_t 0.007] [optim_t 0.217] [lr 0.000786] [CE 3.979 (4.181)] [KD 2.840 (3.135)] 2024-10-14 07:43:42,924 - Train: 66.34% [829950/1251000] [663.4/1000.0] [batch_t 0.231 (0.260)] [data_t 0.007] [optim_t 0.224] [lr 0.000786] [CE 3.884 (4.253)] [KD 2.943 (3.111)] 2024-10-14 07:43:54,412 - Train: 66.35% [830000/1251000] [663.5/1000.0] [batch_t 0.220 (0.230)] [data_t 0.008] [optim_t 0.211] [lr 0.000785] [CE 3.979 (4.132)] [KD 2.971 (3.095)] 2024-10-14 07:44:06,168 - Train: 66.35% [830050/1251000] [663.5/1000.0] [batch_t 0.247 (0.235)] [data_t 0.008] [optim_t 0.239] [lr 0.000785] [CE 4.251 (4.170)] [KD 3.078 (3.117)] 2024-10-14 07:44:18,423 - Train: 66.35% [830100/1251000] [663.5/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.000785] [CE 4.202 (4.186)] [KD 3.022 (3.136)] 2024-10-14 07:44:30,763 - Train: 66.36% [830150/1251000] [663.6/1000.0] [batch_t 0.242 (0.247)] [data_t 0.007] [optim_t 0.235] [lr 0.000785] [CE 4.328 (4.247)] [KD 3.581 (3.180)] 2024-10-14 07:44:42,530 - Train: 66.36% [830200/1251000] [663.6/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.000785] [CE 3.321 (4.206)] [KD 2.699 (3.094)] 2024-10-14 07:44:54,745 - Train: 66.37% [830250/1251000] [663.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.000785] [CE 4.558 (4.278)] [KD 3.254 (3.178)] 2024-10-14 07:45:06,355 - Train: 66.37% [830300/1251000] [663.7/1000.0] [batch_t 0.224 (0.232)] [data_t 0.010] [optim_t 0.214] [lr 0.000784] [CE 4.367 (4.178)] [KD 3.181 (3.113)] 2024-10-14 07:45:18,655 - Train: 66.37% [830350/1251000] [663.7/1000.0] [batch_t 0.245 (0.246)] [data_t 0.006] [optim_t 0.239] [lr 0.000784] [CE 4.068 (4.188)] [KD 2.875 (3.152)] 2024-10-14 07:45:30,717 - Train: 66.38% [830400/1251000] [663.8/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.000784] [CE 4.364 (4.195)] [KD 3.205 (3.117)] 2024-10-14 07:45:42,215 - Train: 66.38% [830450/1251000] [663.8/1000.0] [batch_t 0.235 (0.230)] [data_t 0.007] [optim_t 0.227] [lr 0.000784] [CE 4.146 (4.164)] [KD 3.152 (3.145)] 2024-10-14 07:45:53,849 - Train: 66.39% [830500/1251000] [663.9/1000.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.000784] [CE 3.876 (4.169)] [KD 3.161 (3.146)] 2024-10-14 07:46:06,821 - Train: 66.39% [830550/1251000] [663.9/1000.0] [batch_t 0.241 (0.259)] [data_t 0.009] [optim_t 0.232] [lr 0.000784] [CE 4.573 (4.208)] [KD 3.266 (3.163)] 2024-10-14 07:46:18,631 - Train: 66.39% [830600/1251000] [663.9/1000.0] [batch_t 0.231 (0.236)] [data_t 0.006] [optim_t 0.224] [lr 0.000784] [CE 4.557 (4.152)] [KD 3.389 (3.131)] 2024-10-14 07:46:30,356 - Train: 66.40% [830650/1251000] [664.0/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.000783] [CE 4.286 (4.092)] [KD 3.269 (3.072)] 2024-10-14 07:46:41,705 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.154)] [top1_cnt 38394] [top5_cnt 46724] [top_all 50000] 2024-10-14 07:46:41,706 - net: 76.788 (93.448) 2024-10-14 07:46:50,251 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.155)] [top1_cnt 39779] [top5_cnt 47362] [top_all 50000] 2024-10-14 07:46:50,252 - net_E: 79.558 (94.724) 2024-10-14 07:46:50,465 - Max [top1: 76.808 (epoch: 662)] [top1-ema: 79.608 (epoch: 658)] 2024-10-14 07:46:50,465 - ==> Total time: 2 days, 11:08:43 Eta: 1 day, 5:55:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:47:02,902 - Train: 66.40% [830700/1251000] [664.0/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.228] [lr 0.000783] [CE 4.151 (4.190)] [KD 3.124 (3.098)] 2024-10-14 07:47:14,650 - Train: 66.41% [830750/1251000] [664.1/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000783] [CE 4.916 (4.192)] [KD 3.306 (3.130)] 2024-10-14 07:47:27,105 - Train: 66.41% [830800/1251000] [664.1/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.000783] [CE 4.121 (4.117)] [KD 3.017 (3.118)] 2024-10-14 07:47:38,888 - Train: 66.41% [830850/1251000] [664.1/1000.0] [batch_t 0.226 (0.235)] [data_t 0.008] [optim_t 0.217] [lr 0.000783] [CE 4.227 (4.159)] [KD 3.145 (3.085)] 2024-10-14 07:47:50,468 - Train: 66.42% [830900/1251000] [664.2/1000.0] [batch_t 0.229 (0.231)] [data_t 0.010] [optim_t 0.219] [lr 0.000783] [CE 4.029 (4.129)] [KD 3.070 (3.063)] 2024-10-14 07:48:01,974 - Train: 66.42% [830950/1251000] [664.2/1000.0] [batch_t 0.234 (0.230)] [data_t 0.009] [optim_t 0.225] [lr 0.000782] [CE 3.933 (4.246)] [KD 3.011 (3.166)] 2024-10-14 07:48:14,019 - Train: 66.43% [831000/1251000] [664.3/1000.0] [batch_t 0.218 (0.241)] [data_t 0.009] [optim_t 0.209] [lr 0.000782] [CE 3.992 (4.132)] [KD 2.890 (3.111)] 2024-10-14 07:48:25,401 - Train: 66.43% [831050/1251000] [664.3/1000.0] [batch_t 0.221 (0.227)] [data_t 0.007] [optim_t 0.214] [lr 0.000782] [CE 4.059 (4.173)] [KD 2.934 (3.107)] 2024-10-14 07:48:37,026 - Train: 66.43% [831100/1251000] [664.3/1000.0] [batch_t 0.230 (0.232)] [data_t 0.010] [optim_t 0.220] [lr 0.000782] [CE 4.250 (4.183)] [KD 3.048 (3.151)] 2024-10-14 07:48:49,075 - Train: 66.44% [831150/1251000] [664.4/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.217] [lr 0.000782] [CE 3.909 (4.270)] [KD 3.008 (3.128)] 2024-10-14 07:49:00,629 - Train: 66.44% [831200/1251000] [664.4/1000.0] [batch_t 0.240 (0.231)] [data_t 0.009] [optim_t 0.231] [lr 0.000782] [CE 3.773 (4.145)] [KD 2.896 (3.095)] 2024-10-14 07:49:12,387 - Train: 66.45% [831250/1251000] [664.5/1000.0] [batch_t 0.221 (0.235)] [data_t 0.010] [optim_t 0.211] [lr 0.000781] [CE 4.162 (4.121)] [KD 3.237 (3.060)] 2024-10-14 07:49:23,858 - Train: 66.45% [831300/1251000] [664.5/1000.0] [batch_t 0.222 (0.229)] [data_t 0.008] [optim_t 0.214] [lr 0.000781] [CE 4.000 (4.174)] [KD 3.117 (3.073)] 2024-10-14 07:49:35,357 - Train: 66.45% [831350/1251000] [664.5/1000.0] [batch_t 0.229 (0.230)] [data_t 0.010] [optim_t 0.219] [lr 0.000781] [CE 3.833 (4.125)] [KD 2.862 (3.045)] 2024-10-14 07:49:46,860 - Train: 66.46% [831400/1251000] [664.6/1000.0] [batch_t 0.233 (0.230)] [data_t 0.008] [optim_t 0.225] [lr 0.000781] [CE 3.813 (4.171)] [KD 2.908 (3.144)] 2024-10-14 07:49:58,907 - Train: 66.46% [831450/1251000] [664.6/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.000781] [CE 4.060 (4.252)] [KD 3.019 (3.176)] 2024-10-14 07:50:10,535 - Train: 66.47% [831500/1251000] [664.7/1000.0] [batch_t 0.240 (0.232)] [data_t 0.009] [optim_t 0.231] [lr 0.000781] [CE 4.177 (4.178)] [KD 3.230 (3.121)] 2024-10-14 07:50:22,569 - Train: 66.47% [831550/1251000] [664.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000780] [CE 4.411 (4.235)] [KD 3.308 (3.126)] 2024-10-14 07:50:34,424 - Train: 66.47% [831600/1251000] [664.7/1000.0] [batch_t 0.221 (0.237)] [data_t 0.008] [optim_t 0.214] [lr 0.000780] [CE 4.351 (4.208)] [KD 3.180 (3.116)] 2024-10-14 07:50:46,019 - Train: 66.48% [831650/1251000] [664.8/1000.0] [batch_t 0.243 (0.232)] [data_t 0.007] [optim_t 0.236] [lr 0.000780] [CE 3.835 (4.188)] [KD 3.215 (3.131)] 2024-10-14 07:50:57,698 - Train: 66.48% [831700/1251000] [664.8/1000.0] [batch_t 0.220 (0.233)] [data_t 0.006] [optim_t 0.214] [lr 0.000780] [CE 4.273 (4.222)] [KD 3.153 (3.130)] 2024-10-14 07:51:10,127 - Train: 66.49% [831750/1251000] [664.9/1000.0] [batch_t 0.220 (0.248)] [data_t 0.010] [optim_t 0.210] [lr 0.000780] [CE 4.200 (4.247)] [KD 3.276 (3.173)] 2024-10-14 07:51:22,000 - Train: 66.49% [831800/1251000] [664.9/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.000780] [CE 4.235 (4.173)] [KD 3.046 (3.112)] 2024-10-14 07:51:33,746 - Train: 66.49% [831850/1251000] [664.9/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.000779] [CE 3.513 (4.162)] [KD 2.655 (3.100)] 2024-10-14 07:51:45,398 - Train: 66.50% [831900/1251000] [665.0/1000.0] [batch_t 0.230 (0.233)] [data_t 0.022] [optim_t 0.208] [lr 0.000779] [CE 4.596 (4.187)] [KD 3.320 (3.117)] 2024-10-14 07:51:56,495 - Test (net): 100.00% [50/50] [batch_t 0.046 (0.150)] [top1_cnt 38181] [top5_cnt 46614] [top_all 50000] 2024-10-14 07:51:56,496 - net: 76.362 (93.228) 2024-10-14 07:52:05,058 - Test (net_E): 100.00% [50/50] [batch_t 0.220 (0.156)] [top1_cnt 39768] [top5_cnt 47345] [top_all 50000] 2024-10-14 07:52:05,059 - net_E: 79.536 (94.690) 2024-10-14 07:52:05,288 - Max [top1: 76.808 (epoch: 662)] [top1-ema: 79.608 (epoch: 658)] 2024-10-14 07:52:05,289 - ==> Total time: 2 days, 11:13:58 Eta: 1 day, 5:50:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:52:16,981 - Train: 66.50% [831950/1251000] [665.0/1000.0] [batch_t 0.226 (0.255)] [data_t 0.006] [optim_t 0.219] [lr 0.000779] [CE 4.208 (4.163)] [KD 3.034 (3.058)] 2024-10-14 07:52:29,080 - Train: 66.51% [832000/1251000] [665.1/1000.0] [batch_t 0.219 (0.242)] [data_t 0.009] [optim_t 0.210] [lr 0.000779] [CE 4.270 (4.098)] [KD 3.099 (3.059)] 2024-10-14 07:52:41,485 - Train: 66.51% [832050/1251000] [665.1/1000.0] [batch_t 0.220 (0.248)] [data_t 0.009] [optim_t 0.211] [lr 0.000779] [CE 4.255 (4.153)] [KD 3.163 (3.088)] 2024-10-14 07:52:53,206 - Train: 66.51% [832100/1251000] [665.1/1000.0] [batch_t 0.220 (0.234)] [data_t 0.009] [optim_t 0.211] [lr 0.000779] [CE 4.488 (4.215)] [KD 3.229 (3.140)] 2024-10-14 07:53:05,113 - Train: 66.52% [832150/1251000] [665.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.000778] [CE 3.936 (4.143)] [KD 3.007 (3.106)] 2024-10-14 07:53:17,214 - Train: 66.52% [832200/1251000] [665.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.006] [optim_t 0.231] [lr 0.000778] [CE 4.759 (4.199)] [KD 3.335 (3.108)] 2024-10-14 07:53:29,983 - Train: 66.53% [832250/1251000] [665.3/1000.0] [batch_t 0.239 (0.255)] [data_t 0.008] [optim_t 0.232] [lr 0.000778] [CE 4.608 (4.290)] [KD 3.271 (3.145)] 2024-10-14 07:53:42,239 - Train: 66.53% [832300/1251000] [665.3/1000.0] [batch_t 0.226 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.000778] [CE 3.913 (4.169)] [KD 3.010 (3.058)] 2024-10-14 07:53:54,051 - Train: 66.53% [832350/1251000] [665.3/1000.0] [batch_t 0.219 (0.236)] [data_t 0.007] [optim_t 0.213] [lr 0.000778] [CE 4.156 (4.179)] [KD 3.244 (3.095)] 2024-10-14 07:54:05,894 - Train: 66.54% [832400/1251000] [665.4/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.000778] [CE 4.049 (4.135)] [KD 2.929 (3.103)] 2024-10-14 07:54:18,509 - Train: 66.54% [832450/1251000] [665.4/1000.0] [batch_t 0.224 (0.252)] [data_t 0.007] [optim_t 0.217] [lr 0.000778] [CE 4.780 (4.184)] [KD 3.353 (3.102)] 2024-10-14 07:54:30,634 - Train: 66.55% [832500/1251000] [665.5/1000.0] [batch_t 0.249 (0.242)] [data_t 0.007] [optim_t 0.242] [lr 0.000777] [CE 4.188 (4.241)] [KD 3.036 (3.187)] 2024-10-14 07:54:42,410 - Train: 66.55% [832550/1251000] [665.5/1000.0] [batch_t 0.243 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.000777] [CE 3.572 (4.184)] [KD 2.885 (3.135)] 2024-10-14 07:54:54,183 - Train: 66.55% [832600/1251000] [665.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.228] [lr 0.000777] [CE 4.136 (4.263)] [KD 2.984 (3.157)] 2024-10-14 07:55:06,575 - Train: 66.56% [832650/1251000] [665.6/1000.0] [batch_t 0.232 (0.248)] [data_t 0.010] [optim_t 0.222] [lr 0.000777] [CE 3.925 (4.172)] [KD 2.876 (3.121)] 2024-10-14 07:55:18,567 - Train: 66.56% [832700/1251000] [665.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.000777] [CE 4.253 (4.251)] [KD 3.030 (3.163)] 2024-10-14 07:55:30,406 - Train: 66.57% [832750/1251000] [665.7/1000.0] [batch_t 0.232 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.000777] [CE 4.472 (4.198)] [KD 3.364 (3.114)] 2024-10-14 07:55:42,025 - Train: 66.57% [832800/1251000] [665.7/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.000776] [CE 4.325 (4.145)] [KD 3.053 (3.081)] 2024-10-14 07:55:54,373 - Train: 66.57% [832850/1251000] [665.7/1000.0] [batch_t 0.224 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.000776] [CE 4.776 (4.161)] [KD 3.479 (3.099)] 2024-10-14 07:56:06,285 - Train: 66.58% [832900/1251000] [665.8/1000.0] [batch_t 0.226 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.000776] [CE 4.245 (4.104)] [KD 3.242 (3.069)] 2024-10-14 07:56:18,089 - Train: 66.58% [832950/1251000] [665.8/1000.0] [batch_t 0.242 (0.236)] [data_t 0.007] [optim_t 0.235] [lr 0.000776] [CE 4.045 (4.189)] [KD 3.025 (3.170)] 2024-10-14 07:56:29,853 - Train: 66.59% [833000/1251000] [665.9/1000.0] [batch_t 0.240 (0.235)] [data_t 0.010] [optim_t 0.230] [lr 0.000776] [CE 4.175 (4.122)] [KD 3.213 (3.101)] 2024-10-14 07:56:42,443 - Train: 66.59% [833050/1251000] [665.9/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000776] [CE 3.851 (4.203)] [KD 2.857 (3.136)] 2024-10-14 07:56:54,108 - Train: 66.59% [833100/1251000] [665.9/1000.0] [batch_t 0.225 (0.233)] [data_t 0.006] [optim_t 0.219] [lr 0.000775] [CE 4.219 (4.196)] [KD 3.346 (3.119)] 2024-10-14 07:57:05,915 - Train: 66.60% [833150/1251000] [666.0/1000.0] [batch_t 0.256 (0.236)] [data_t 0.006] [optim_t 0.249] [lr 0.000775] [CE 4.254 (4.205)] [KD 2.960 (3.137)] 2024-10-14 07:57:17,688 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.156)] [top1_cnt 38450] [top5_cnt 46736] [top_all 50000] 2024-10-14 07:57:17,689 - net: 76.900 (93.472) 2024-10-14 07:57:26,515 - Test (net_E): 100.00% [50/50] [batch_t 0.545 (0.160)] [top1_cnt 39798] [top5_cnt 47360] [top_all 50000] 2024-10-14 07:57:26,516 - net_E: 79.596 (94.720) 2024-10-14 07:57:26,729 - Max [top1: 76.900 (epoch: 666)] [top1-ema: 79.608 (epoch: 658)] 2024-10-14 07:57:26,730 - ==> Total time: 2 days, 11:19:19 Eta: 1 day, 5:45:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 07:57:46,627 - Train: 66.60% [833200/1251000] [666.0/1000.0] [batch_t 0.230 (0.245)] [data_t 0.010] [optim_t 0.220] [lr 0.000775] [CE 4.449 (4.160)] [KD 3.298 (3.056)] 2024-10-14 07:57:58,971 - Train: 66.61% [833250/1251000] [666.1/1000.0] [batch_t 0.413 (0.247)] [data_t 0.006] [optim_t 0.407] [lr 0.000775] [CE 3.385 (4.146)] [KD 2.715 (3.039)] 2024-10-14 07:58:11,027 - Train: 66.61% [833300/1251000] [666.1/1000.0] [batch_t 0.230 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.000775] [CE 4.241 (4.118)] [KD 3.114 (3.064)] 2024-10-14 07:58:22,509 - Train: 66.61% [833350/1251000] [666.1/1000.0] [batch_t 0.229 (0.229)] [data_t 0.007] [optim_t 0.221] [lr 0.000775] [CE 4.011 (4.158)] [KD 3.010 (3.089)] 2024-10-14 07:58:34,294 - Train: 66.62% [833400/1251000] [666.2/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000774] [CE 4.596 (4.192)] [KD 3.316 (3.120)] 2024-10-14 07:58:46,467 - Train: 66.62% [833450/1251000] [666.2/1000.0] [batch_t 0.217 (0.243)] [data_t 0.010] [optim_t 0.207] [lr 0.000774] [CE 4.089 (4.212)] [KD 3.081 (3.148)] 2024-10-14 07:58:58,257 - Train: 66.63% [833500/1251000] [666.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.007] [optim_t 0.226] [lr 0.000774] [CE 4.835 (4.281)] [KD 3.546 (3.132)] 2024-10-14 07:59:10,301 - Train: 66.63% [833550/1251000] [666.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.000774] [CE 4.585 (4.157)] [KD 3.363 (3.062)] 2024-10-14 07:59:22,524 - Train: 66.63% [833600/1251000] [666.3/1000.0] [batch_t 0.230 (0.244)] [data_t 0.010] [optim_t 0.220] [lr 0.000774] [CE 4.494 (4.217)] [KD 3.117 (3.112)] 2024-10-14 07:59:34,206 - Train: 66.64% [833650/1251000] [666.4/1000.0] [batch_t 0.238 (0.233)] [data_t 0.011] [optim_t 0.228] [lr 0.000774] [CE 4.156 (4.196)] [KD 3.027 (3.146)] 2024-10-14 07:59:46,558 - Train: 66.64% [833700/1251000] [666.4/1000.0] [batch_t 0.222 (0.247)] [data_t 0.009] [optim_t 0.212] [lr 0.000773] [CE 4.258 (4.197)] [KD 3.086 (3.150)] 2024-10-14 07:59:58,134 - Train: 66.65% [833750/1251000] [666.5/1000.0] [batch_t 0.219 (0.231)] [data_t 0.006] [optim_t 0.213] [lr 0.000773] [CE 4.178 (4.211)] [KD 3.006 (3.118)] 2024-10-14 08:00:10,174 - Train: 66.65% [833800/1251000] [666.5/1000.0] [batch_t 0.220 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.000773] [CE 3.986 (4.108)] [KD 3.178 (3.077)] 2024-10-14 08:00:21,766 - Train: 66.65% [833850/1251000] [666.5/1000.0] [batch_t 0.230 (0.232)] [data_t 0.008] [optim_t 0.222] [lr 0.000773] [CE 3.742 (4.223)] [KD 2.852 (3.124)] 2024-10-14 08:00:34,268 - Train: 66.66% [833900/1251000] [666.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.007] [optim_t 0.228] [lr 0.000773] [CE 4.356 (4.170)] [KD 3.059 (3.066)] 2024-10-14 08:00:46,191 - Train: 66.66% [833950/1251000] [666.6/1000.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.237] [lr 0.000773] [CE 4.053 (4.258)] [KD 2.935 (3.178)] 2024-10-14 08:00:57,771 - Train: 66.67% [834000/1251000] [666.7/1000.0] [batch_t 0.248 (0.231)] [data_t 0.008] [optim_t 0.240] [lr 0.000773] [CE 4.166 (4.224)] [KD 2.891 (3.157)] 2024-10-14 08:01:09,705 - Train: 66.67% [834050/1251000] [666.7/1000.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.237] [lr 0.000772] [CE 4.335 (4.119)] [KD 3.321 (3.080)] 2024-10-14 08:01:22,083 - Train: 66.67% [834100/1251000] [666.7/1000.0] [batch_t 0.223 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.000772] [CE 3.884 (4.112)] [KD 2.989 (3.079)] 2024-10-14 08:01:33,728 - Train: 66.68% [834150/1251000] [666.8/1000.0] [batch_t 0.241 (0.233)] [data_t 0.007] [optim_t 0.234] [lr 0.000772] [CE 4.251 (4.155)] [KD 3.169 (3.110)] 2024-10-14 08:01:45,483 - Train: 66.68% [834200/1251000] [666.8/1000.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.000772] [CE 3.756 (4.113)] [KD 2.902 (3.060)] 2024-10-14 08:01:57,937 - Train: 66.69% [834250/1251000] [666.9/1000.0] [batch_t 0.228 (0.249)] [data_t 0.006] [optim_t 0.222] [lr 0.000772] [CE 4.672 (4.145)] [KD 3.542 (3.069)] 2024-10-14 08:02:09,737 - Train: 66.69% [834300/1251000] [666.9/1000.0] [batch_t 0.240 (0.236)] [data_t 0.008] [optim_t 0.233] [lr 0.000772] [CE 4.314 (4.214)] [KD 3.151 (3.122)] 2024-10-14 08:02:21,644 - Train: 66.69% [834350/1251000] [666.9/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.000771] [CE 3.838 (4.208)] [KD 2.892 (3.124)] 2024-10-14 08:02:33,610 - Train: 66.70% [834400/1251000] [667.0/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.222] [lr 0.000771] [CE 4.281 (4.225)] [KD 3.099 (3.124)] 2024-10-14 08:02:46,067 - Test (net): 100.00% [50/50] [batch_t 0.203 (0.163)] [top1_cnt 38352] [top5_cnt 46687] [top_all 50000] 2024-10-14 08:02:46,068 - net: 76.704 (93.374) 2024-10-14 08:02:55,322 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 39818] [top5_cnt 47365] [top_all 50000] 2024-10-14 08:02:55,322 - net_E: 79.636 (94.730) 2024-10-14 08:02:55,501 - Max [top1: 76.900 (epoch: 666)] [top1-ema: 79.636 (epoch: 667)] 2024-10-14 08:02:55,502 - ==> Total time: 2 days, 11:24:48 Eta: 1 day, 5:39:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:03:16,111 - Train: 66.70% [834450/1251000] [667.0/1000.0] [batch_t 0.222 (0.255)] [data_t 0.007] [optim_t 0.215] [lr 0.000771] [CE 3.982 (4.168)] [KD 3.083 (3.072)] 2024-10-14 08:03:28,478 - Train: 66.71% [834500/1251000] [667.1/1000.0] [batch_t 0.242 (0.247)] [data_t 0.008] [optim_t 0.234] [lr 0.000771] [CE 4.030 (4.148)] [KD 3.130 (3.102)] 2024-10-14 08:03:40,839 - Train: 66.71% [834550/1251000] [667.1/1000.0] [batch_t 0.225 (0.247)] [data_t 0.008] [optim_t 0.217] [lr 0.000771] [CE 3.918 (4.169)] [KD 2.916 (3.069)] 2024-10-14 08:03:52,460 - Train: 66.71% [834600/1251000] [667.1/1000.0] [batch_t 0.218 (0.232)] [data_t 0.007] [optim_t 0.211] [lr 0.000771] [CE 3.946 (4.192)] [KD 2.792 (3.104)] 2024-10-14 08:04:04,283 - Train: 66.72% [834650/1251000] [667.2/1000.0] [batch_t 0.236 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.000770] [CE 3.982 (4.102)] [KD 2.936 (3.074)] 2024-10-14 08:04:16,628 - Train: 66.72% [834700/1251000] [667.2/1000.0] [batch_t 0.229 (0.247)] [data_t 0.010] [optim_t 0.220] [lr 0.000770] [CE 4.519 (4.199)] [KD 3.512 (3.114)] 2024-10-14 08:04:28,836 - Train: 66.73% [834750/1251000] [667.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.000770] [CE 4.033 (4.223)] [KD 2.991 (3.110)] 2024-10-14 08:04:40,847 - Train: 66.73% [834800/1251000] [667.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.000770] [CE 4.186 (4.108)] [KD 3.045 (3.051)] 2024-10-14 08:04:52,629 - Train: 66.73% [834850/1251000] [667.3/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.000770] [CE 3.498 (4.149)] [KD 2.863 (3.092)] 2024-10-14 08:05:04,398 - Train: 66.74% [834900/1251000] [667.4/1000.0] [batch_t 0.241 (0.235)] [data_t 0.007] [optim_t 0.234] [lr 0.000770] [CE 4.036 (4.159)] [KD 2.996 (3.083)] 2024-10-14 08:05:16,380 - Train: 66.74% [834950/1251000] [667.4/1000.0] [batch_t 0.223 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.000769] [CE 4.309 (4.188)] [KD 3.194 (3.104)] 2024-10-14 08:05:28,286 - Train: 66.75% [835000/1251000] [667.5/1000.0] [batch_t 0.241 (0.238)] [data_t 0.010] [optim_t 0.231] [lr 0.000769] [CE 4.250 (4.134)] [KD 3.065 (3.080)] 2024-10-14 08:05:39,845 - Train: 66.75% [835050/1251000] [667.5/1000.0] [batch_t 0.241 (0.231)] [data_t 0.009] [optim_t 0.232] [lr 0.000769] [CE 3.901 (4.144)] [KD 2.899 (3.088)] 2024-10-14 08:05:52,087 - Train: 66.75% [835100/1251000] [667.5/1000.0] [batch_t 0.219 (0.245)] [data_t 0.007] [optim_t 0.212] [lr 0.000769] [CE 4.765 (4.144)] [KD 3.435 (3.075)] 2024-10-14 08:06:04,361 - Train: 66.76% [835150/1251000] [667.6/1000.0] [batch_t 0.248 (0.245)] [data_t 0.006] [optim_t 0.243] [lr 0.000769] [CE 3.702 (4.214)] [KD 2.863 (3.119)] 2024-10-14 08:06:16,257 - Train: 66.76% [835200/1251000] [667.6/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.000769] [CE 4.403 (4.269)] [KD 3.319 (3.159)] 2024-10-14 08:06:28,179 - Train: 66.77% [835250/1251000] [667.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.006] [optim_t 0.226] [lr 0.000768] [CE 4.180 (4.135)] [KD 3.175 (3.075)] 2024-10-14 08:06:40,935 - Train: 66.77% [835300/1251000] [667.7/1000.0] [batch_t 0.235 (0.255)] [data_t 0.007] [optim_t 0.228] [lr 0.000768] [CE 4.347 (4.169)] [KD 3.224 (3.093)] 2024-10-14 08:06:52,818 - Train: 66.77% [835350/1251000] [667.7/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.000768] [CE 4.099 (4.189)] [KD 2.989 (3.091)] 2024-10-14 08:07:05,092 - Train: 66.78% [835400/1251000] [667.8/1000.0] [batch_t 0.224 (0.245)] [data_t 0.007] [optim_t 0.217] [lr 0.000768] [CE 3.994 (4.182)] [KD 2.988 (3.118)] 2024-10-14 08:07:17,440 - Train: 66.78% [835450/1251000] [667.8/1000.0] [batch_t 0.232 (0.247)] [data_t 0.007] [optim_t 0.225] [lr 0.000768] [CE 4.307 (4.100)] [KD 3.396 (3.094)] 2024-10-14 08:07:29,724 - Train: 66.79% [835500/1251000] [667.9/1000.0] [batch_t 0.219 (0.245)] [data_t 0.007] [optim_t 0.212] [lr 0.000768] [CE 3.585 (4.156)] [KD 2.978 (3.095)] 2024-10-14 08:07:41,807 - Train: 66.79% [835550/1251000] [667.9/1000.0] [batch_t 0.246 (0.242)] [data_t 0.007] [optim_t 0.239] [lr 0.000768] [CE 4.039 (4.132)] [KD 3.339 (3.101)] 2024-10-14 08:07:54,291 - Train: 66.79% [835600/1251000] [667.9/1000.0] [batch_t 0.248 (0.249)] [data_t 0.007] [optim_t 0.241] [lr 0.000767] [CE 4.212 (4.204)] [KD 3.031 (3.102)] 2024-10-14 08:08:06,050 - Train: 66.80% [835650/1251000] [668.0/1000.0] [batch_t 0.243 (0.235)] [data_t 0.007] [optim_t 0.236] [lr 0.000767] [CE 4.588 (4.155)] [KD 3.469 (3.099)] 2024-10-14 08:08:18,398 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.155)] [top1_cnt 38451] [top5_cnt 46657] [top_all 50000] 2024-10-14 08:08:18,399 - net: 76.902 (93.314) 2024-10-14 08:08:27,121 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.159)] [top1_cnt 39804] [top5_cnt 47369] [top_all 50000] 2024-10-14 08:08:27,121 - net_E: 79.608 (94.738) 2024-10-14 08:08:27,343 - Max [top1: 76.902 (epoch: 668)] [top1-ema: 79.636 (epoch: 667)] 2024-10-14 08:08:27,343 - ==> Total time: 2 days, 11:30:20 Eta: 1 day, 5:34:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:08:47,490 - Train: 66.80% [835700/1251000] [668.0/1000.0] [batch_t 0.479 (0.277)] [data_t 0.008] [optim_t 0.471] [lr 0.000767] [CE 3.994 (4.192)] [KD 2.882 (3.074)] 2024-10-14 08:08:59,469 - Train: 66.81% [835750/1251000] [668.1/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000767] [CE 4.093 (4.145)] [KD 2.980 (3.047)] 2024-10-14 08:09:11,571 - Train: 66.81% [835800/1251000] [668.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.007] [optim_t 0.232] [lr 0.000767] [CE 4.364 (4.191)] [KD 3.043 (3.083)] 2024-10-14 08:09:23,716 - Train: 66.81% [835850/1251000] [668.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000767] [CE 4.450 (4.190)] [KD 3.243 (3.133)] 2024-10-14 08:09:35,586 - Train: 66.82% [835900/1251000] [668.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.000766] [CE 3.873 (4.129)] [KD 2.869 (3.059)] 2024-10-14 08:09:48,041 - Train: 66.82% [835950/1251000] [668.2/1000.0] [batch_t 0.224 (0.249)] [data_t 0.009] [optim_t 0.215] [lr 0.000766] [CE 3.786 (4.136)] [KD 2.951 (3.046)] 2024-10-14 08:09:59,642 - Train: 66.83% [836000/1251000] [668.3/1000.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.000766] [CE 3.977 (4.122)] [KD 2.875 (3.064)] 2024-10-14 08:10:11,748 - Train: 66.83% [836050/1251000] [668.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.227] [lr 0.000766] [CE 4.020 (4.146)] [KD 2.907 (3.067)] 2024-10-14 08:10:23,946 - Train: 66.83% [836100/1251000] [668.3/1000.0] [batch_t 0.223 (0.244)] [data_t 0.010] [optim_t 0.214] [lr 0.000766] [CE 3.902 (4.169)] [KD 3.137 (3.093)] 2024-10-14 08:10:36,143 - Train: 66.84% [836150/1251000] [668.4/1000.0] [batch_t 0.219 (0.244)] [data_t 0.006] [optim_t 0.213] [lr 0.000766] [CE 4.362 (4.183)] [KD 3.169 (3.077)] 2024-10-14 08:10:47,994 - Train: 66.84% [836200/1251000] [668.4/1000.0] [batch_t 0.218 (0.237)] [data_t 0.008] [optim_t 0.211] [lr 0.000765] [CE 4.507 (4.110)] [KD 3.098 (3.081)] 2024-10-14 08:10:59,728 - Train: 66.85% [836250/1251000] [668.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.000765] [CE 4.495 (4.193)] [KD 3.379 (3.081)] 2024-10-14 08:11:11,859 - Train: 66.85% [836300/1251000] [668.5/1000.0] [batch_t 0.524 (0.242)] [data_t 0.010] [optim_t 0.514] [lr 0.000765] [CE 4.536 (4.237)] [KD 3.358 (3.142)] 2024-10-14 08:11:23,410 - Train: 66.85% [836350/1251000] [668.5/1000.0] [batch_t 0.219 (0.231)] [data_t 0.007] [optim_t 0.212] [lr 0.000765] [CE 4.036 (4.198)] [KD 2.989 (3.119)] 2024-10-14 08:11:35,707 - Train: 66.86% [836400/1251000] [668.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.008] [optim_t 0.230] [lr 0.000765] [CE 3.738 (4.150)] [KD 2.953 (3.067)] 2024-10-14 08:11:47,690 - Train: 66.86% [836450/1251000] [668.6/1000.0] [batch_t 0.250 (0.239)] [data_t 0.010] [optim_t 0.240] [lr 0.000765] [CE 4.188 (4.130)] [KD 3.087 (3.074)] 2024-10-14 08:11:59,697 - Train: 66.87% [836500/1251000] [668.7/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.000764] [CE 4.493 (4.176)] [KD 3.236 (3.105)] 2024-10-14 08:12:11,762 - Train: 66.87% [836550/1251000] [668.7/1000.0] [batch_t 0.228 (0.241)] [data_t 0.011] [optim_t 0.217] [lr 0.000764] [CE 4.132 (4.155)] [KD 3.100 (3.097)] 2024-10-14 08:12:23,720 - Train: 66.87% [836600/1251000] [668.7/1000.0] [batch_t 0.221 (0.239)] [data_t 0.008] [optim_t 0.213] [lr 0.000764] [CE 3.932 (4.208)] [KD 2.869 (3.113)] 2024-10-14 08:12:35,843 - Train: 66.88% [836650/1251000] [668.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.000764] [CE 3.635 (4.185)] [KD 2.903 (3.106)] 2024-10-14 08:12:48,155 - Train: 66.88% [836700/1251000] [668.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000764] [CE 4.180 (4.153)] [KD 3.245 (3.064)] 2024-10-14 08:13:00,193 - Train: 66.89% [836750/1251000] [668.9/1000.0] [batch_t 0.228 (0.241)] [data_t 0.010] [optim_t 0.218] [lr 0.000764] [CE 3.523 (4.212)] [KD 2.693 (3.105)] 2024-10-14 08:13:12,192 - Train: 66.89% [836800/1251000] [668.9/1000.0] [batch_t 0.230 (0.240)] [data_t 0.010] [optim_t 0.220] [lr 0.000763] [CE 4.208 (4.106)] [KD 3.201 (3.044)] 2024-10-14 08:13:24,039 - Train: 66.89% [836850/1251000] [668.9/1000.0] [batch_t 0.248 (0.237)] [data_t 0.006] [optim_t 0.242] [lr 0.000763] [CE 4.374 (4.225)] [KD 3.227 (3.152)] 2024-10-14 08:13:35,754 - Train: 66.90% [836900/1251000] [669.0/1000.0] [batch_t 0.208 (0.234)] [data_t 0.007] [optim_t 0.201] [lr 0.000763] [CE 4.491 (4.089)] [KD 3.216 (3.035)] 2024-10-14 08:13:50,530 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.192)] [top1_cnt 38321] [top5_cnt 46706] [top_all 50000] 2024-10-14 08:13:50,531 - net: 76.642 (93.412) 2024-10-14 08:13:59,789 - Test (net_E): 100.00% [50/50] [batch_t 0.124 (0.168)] [top1_cnt 39852] [top5_cnt 47354] [top_all 50000] 2024-10-14 08:13:59,790 - net_E: 79.704 (94.708) 2024-10-14 08:14:00,031 - Max [top1: 76.902 (epoch: 668)] [top1-ema: 79.704 (epoch: 669)] 2024-10-14 08:14:00,032 - ==> Total time: 2 days, 11:35:52 Eta: 1 day, 5:29:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:14:23,343 - Train: 66.90% [836950/1251000] [669.0/1000.0] [batch_t 0.253 (0.256)] [data_t 0.006] [optim_t 0.246] [lr 0.000763] [CE 4.046 (4.196)] [KD 3.099 (3.135)] 2024-10-14 08:14:35,516 - Train: 66.91% [837000/1251000] [669.1/1000.0] [batch_t 0.230 (0.243)] [data_t 0.007] [optim_t 0.223] [lr 0.000763] [CE 4.236 (4.260)] [KD 3.095 (3.108)] 2024-10-14 08:14:47,616 - Train: 66.91% [837050/1251000] [669.1/1000.0] [batch_t 0.243 (0.242)] [data_t 0.010] [optim_t 0.233] [lr 0.000763] [CE 4.352 (4.222)] [KD 3.462 (3.101)] 2024-10-14 08:14:59,243 - Train: 66.91% [837100/1251000] [669.1/1000.0] [batch_t 0.232 (0.232)] [data_t 0.007] [optim_t 0.225] [lr 0.000763] [CE 4.584 (4.142)] [KD 3.138 (3.050)] 2024-10-14 08:15:11,235 - Train: 66.92% [837150/1251000] [669.2/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.000762] [CE 3.844 (4.208)] [KD 2.817 (3.108)] 2024-10-14 08:15:23,424 - Train: 66.92% [837200/1251000] [669.2/1000.0] [batch_t 0.227 (0.244)] [data_t 0.006] [optim_t 0.220] [lr 0.000762] [CE 4.496 (4.262)] [KD 3.399 (3.118)] 2024-10-14 08:15:35,360 - Train: 66.93% [837250/1251000] [669.3/1000.0] [batch_t 0.427 (0.239)] [data_t 0.009] [optim_t 0.418] [lr 0.000762] [CE 4.212 (4.159)] [KD 3.096 (3.082)] 2024-10-14 08:15:47,184 - Train: 66.93% [837300/1251000] [669.3/1000.0] [batch_t 0.250 (0.236)] [data_t 0.007] [optim_t 0.243] [lr 0.000762] [CE 4.569 (4.185)] [KD 3.418 (3.070)] 2024-10-14 08:15:58,674 - Train: 66.93% [837350/1251000] [669.3/1000.0] [batch_t 0.239 (0.230)] [data_t 0.010] [optim_t 0.229] [lr 0.000762] [CE 4.371 (4.232)] [KD 3.259 (3.129)] 2024-10-14 08:16:11,075 - Train: 66.94% [837400/1251000] [669.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.010] [optim_t 0.226] [lr 0.000762] [CE 4.176 (4.160)] [KD 3.098 (3.109)] 2024-10-14 08:16:22,835 - Train: 66.94% [837450/1251000] [669.4/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.000761] [CE 4.105 (4.153)] [KD 2.999 (3.109)] 2024-10-14 08:16:34,780 - Train: 66.95% [837500/1251000] [669.5/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.221] [lr 0.000761] [CE 3.706 (4.197)] [KD 2.794 (3.100)] 2024-10-14 08:16:46,935 - Train: 66.95% [837550/1251000] [669.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000761] [CE 4.045 (4.217)] [KD 3.153 (3.146)] 2024-10-14 08:16:59,077 - Train: 66.95% [837600/1251000] [669.5/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.000761] [CE 4.020 (4.098)] [KD 3.109 (3.049)] 2024-10-14 08:17:10,811 - Train: 66.96% [837650/1251000] [669.6/1000.0] [batch_t 0.240 (0.235)] [data_t 0.008] [optim_t 0.233] [lr 0.000761] [CE 4.392 (4.179)] [KD 3.222 (3.065)] 2024-10-14 08:17:23,280 - Train: 66.96% [837700/1251000] [669.6/1000.0] [batch_t 0.229 (0.249)] [data_t 0.010] [optim_t 0.219] [lr 0.000761] [CE 4.287 (4.151)] [KD 3.368 (3.099)] 2024-10-14 08:17:35,030 - Train: 66.97% [837750/1251000] [669.7/1000.0] [batch_t 0.242 (0.235)] [data_t 0.010] [optim_t 0.232] [lr 0.000760] [CE 4.328 (4.157)] [KD 3.309 (3.077)] 2024-10-14 08:17:47,087 - Train: 66.97% [837800/1251000] [669.7/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000760] [CE 4.089 (4.207)] [KD 3.203 (3.113)] 2024-10-14 08:17:58,985 - Train: 66.97% [837850/1251000] [669.7/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.000760] [CE 4.333 (4.109)] [KD 3.253 (3.040)] 2024-10-14 08:18:11,102 - Train: 66.98% [837900/1251000] [669.8/1000.0] [batch_t 0.246 (0.242)] [data_t 0.007] [optim_t 0.240] [lr 0.000760] [CE 3.587 (4.143)] [KD 2.707 (3.082)] 2024-10-14 08:18:22,985 - Train: 66.98% [837950/1251000] [669.8/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.000760] [CE 3.765 (4.158)] [KD 3.018 (3.096)] 2024-10-14 08:18:35,075 - Train: 66.99% [838000/1251000] [669.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.010] [optim_t 0.230] [lr 0.000760] [CE 4.101 (4.148)] [KD 3.041 (3.092)] 2024-10-14 08:18:46,934 - Train: 66.99% [838050/1251000] [669.9/1000.0] [batch_t 0.226 (0.237)] [data_t 0.006] [optim_t 0.219] [lr 0.000759] [CE 3.771 (4.103)] [KD 2.807 (3.060)] 2024-10-14 08:18:58,829 - Train: 66.99% [838100/1251000] [669.9/1000.0] [batch_t 0.214 (0.238)] [data_t 0.009] [optim_t 0.205] [lr 0.000759] [CE 3.893 (4.172)] [KD 3.111 (3.091)] 2024-10-14 08:19:11,092 - Train: 67.00% [838150/1251000] [670.0/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000759] [CE 4.084 (4.221)] [KD 2.831 (3.102)] 2024-10-14 08:19:24,546 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.171)] [top1_cnt 38314] [top5_cnt 46758] [top_all 50000] 2024-10-14 08:19:24,546 - net: 76.628 (93.516) 2024-10-14 08:19:33,399 - Test (net_E): 100.00% [50/50] [batch_t 0.154 (0.161)] [top1_cnt 39853] [top5_cnt 47381] [top_all 50000] 2024-10-14 08:19:33,400 - net_E: 79.706 (94.762) 2024-10-14 08:19:33,615 - Max [top1: 76.902 (epoch: 668)] [top1-ema: 79.706 (epoch: 670)] 2024-10-14 08:19:33,616 - ==> Total time: 2 days, 11:41:26 Eta: 1 day, 5:23:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:19:53,492 - Train: 67.00% [838200/1251000] [670.0/1000.0] [batch_t 0.240 (0.266)] [data_t 0.009] [optim_t 0.231] [lr 0.000759] [CE 4.192 (4.171)] [KD 3.201 (3.076)] 2024-10-14 08:20:05,388 - Train: 67.01% [838250/1251000] [670.1/1000.0] [batch_t 0.254 (0.238)] [data_t 0.009] [optim_t 0.245] [lr 0.000759] [CE 4.160 (4.236)] [KD 3.246 (3.109)] 2024-10-14 08:20:17,216 - Train: 67.01% [838300/1251000] [670.1/1000.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000759] [CE 4.319 (4.191)] [KD 3.031 (3.102)] 2024-10-14 08:20:29,007 - Train: 67.01% [838350/1251000] [670.1/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.000758] [CE 4.008 (4.156)] [KD 3.115 (3.069)] 2024-10-14 08:20:41,005 - Train: 67.02% [838400/1251000] [670.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.000758] [CE 4.344 (4.131)] [KD 3.063 (3.024)] 2024-10-14 08:20:53,217 - Train: 67.02% [838450/1251000] [670.2/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000758] [CE 4.313 (4.187)] [KD 3.023 (3.080)] 2024-10-14 08:21:04,795 - Train: 67.03% [838500/1251000] [670.3/1000.0] [batch_t 0.244 (0.231)] [data_t 0.009] [optim_t 0.235] [lr 0.000758] [CE 4.595 (4.189)] [KD 3.274 (3.121)] 2024-10-14 08:21:16,708 - Train: 67.03% [838550/1251000] [670.3/1000.0] [batch_t 0.226 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.000758] [CE 4.270 (4.187)] [KD 3.158 (3.061)] 2024-10-14 08:21:28,904 - Train: 67.03% [838600/1251000] [670.3/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.000758] [CE 4.452 (4.113)] [KD 3.355 (3.101)] 2024-10-14 08:21:41,013 - Train: 67.04% [838650/1251000] [670.4/1000.0] [batch_t 0.222 (0.242)] [data_t 0.007] [optim_t 0.215] [lr 0.000758] [CE 4.370 (4.170)] [KD 3.188 (3.089)] 2024-10-14 08:21:52,875 - Train: 67.04% [838700/1251000] [670.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.006] [optim_t 0.232] [lr 0.000757] [CE 4.184 (4.182)] [KD 3.086 (3.073)] 2024-10-14 08:22:04,785 - Train: 67.05% [838750/1251000] [670.5/1000.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.000757] [CE 4.606 (4.174)] [KD 3.253 (3.095)] 2024-10-14 08:22:16,238 - Train: 67.05% [838800/1251000] [670.5/1000.0] [batch_t 0.225 (0.229)] [data_t 0.008] [optim_t 0.218] [lr 0.000757] [CE 4.453 (4.258)] [KD 3.140 (3.139)] 2024-10-14 08:22:28,281 - Train: 67.05% [838850/1251000] [670.5/1000.0] [batch_t 0.220 (0.241)] [data_t 0.010] [optim_t 0.211] [lr 0.000757] [CE 4.472 (4.156)] [KD 3.170 (3.087)] 2024-10-14 08:22:40,465 - Train: 67.06% [838900/1251000] [670.6/1000.0] [batch_t 0.213 (0.244)] [data_t 0.008] [optim_t 0.205] [lr 0.000757] [CE 4.369 (4.105)] [KD 3.246 (3.026)] 2024-10-14 08:22:52,103 - Train: 67.06% [838950/1251000] [670.6/1000.0] [batch_t 0.237 (0.233)] [data_t 0.007] [optim_t 0.230] [lr 0.000757] [CE 4.546 (4.170)] [KD 3.191 (3.093)] 2024-10-14 08:23:04,296 - Train: 67.07% [839000/1251000] [670.7/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.217] [lr 0.000756] [CE 3.964 (4.145)] [KD 2.868 (3.072)] 2024-10-14 08:23:16,292 - Train: 67.07% [839050/1251000] [670.7/1000.0] [batch_t 0.219 (0.240)] [data_t 0.009] [optim_t 0.210] [lr 0.000756] [CE 4.145 (4.111)] [KD 3.105 (3.040)] 2024-10-14 08:23:28,230 - Train: 67.07% [839100/1251000] [670.7/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.233] [lr 0.000756] [CE 3.797 (4.142)] [KD 2.846 (3.066)] 2024-10-14 08:23:40,047 - Train: 67.08% [839150/1251000] [670.8/1000.0] [batch_t 0.239 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.000756] [CE 4.658 (4.133)] [KD 3.328 (3.063)] 2024-10-14 08:23:52,692 - Train: 67.08% [839200/1251000] [670.8/1000.0] [batch_t 0.247 (0.253)] [data_t 0.010] [optim_t 0.237] [lr 0.000756] [CE 4.210 (4.249)] [KD 3.156 (3.127)] 2024-10-14 08:24:04,967 - Train: 67.09% [839250/1251000] [670.9/1000.0] [batch_t 0.225 (0.245)] [data_t 0.010] [optim_t 0.215] [lr 0.000756] [CE 4.413 (4.106)] [KD 3.313 (3.066)] 2024-10-14 08:24:16,822 - Train: 67.09% [839300/1251000] [670.9/1000.0] [batch_t 0.224 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.000755] [CE 4.815 (4.233)] [KD 3.375 (3.125)] 2024-10-14 08:24:28,361 - Train: 67.09% [839350/1251000] [670.9/1000.0] [batch_t 0.233 (0.231)] [data_t 0.010] [optim_t 0.224] [lr 0.000755] [CE 3.822 (4.090)] [KD 2.907 (3.045)] 2024-10-14 08:24:39,796 - Train: 67.10% [839400/1251000] [671.0/1000.0] [batch_t 0.226 (0.229)] [data_t 0.010] [optim_t 0.216] [lr 0.000755] [CE 4.304 (4.230)] [KD 3.071 (3.121)] 2024-10-14 08:24:52,466 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.149)] [top1_cnt 38349] [top5_cnt 46699] [top_all 50000] 2024-10-14 08:24:52,467 - net: 76.698 (93.398) 2024-10-14 08:25:01,134 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.158)] [top1_cnt 39837] [top5_cnt 47385] [top_all 50000] 2024-10-14 08:25:01,135 - net_E: 79.674 (94.770) 2024-10-14 08:25:01,325 - Max [top1: 76.902 (epoch: 668)] [top1-ema: 79.706 (epoch: 670)] 2024-10-14 08:25:01,326 - ==> Total time: 2 days, 11:46:54 Eta: 1 day, 5:18:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:25:14,875 - Train: 67.10% [839450/1251000] [671.0/1000.0] [batch_t 0.225 (0.249)] [data_t 0.008] [optim_t 0.217] [lr 0.000755] [CE 4.355 (4.183)] [KD 3.147 (3.075)] 2024-10-14 08:25:27,033 - Train: 67.11% [839500/1251000] [671.1/1000.0] [batch_t 0.229 (0.243)] [data_t 0.010] [optim_t 0.219] [lr 0.000755] [CE 4.518 (4.172)] [KD 3.325 (3.063)] 2024-10-14 08:25:38,826 - Train: 67.11% [839550/1251000] [671.1/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.000755] [CE 4.417 (4.159)] [KD 3.238 (3.067)] 2024-10-14 08:25:50,573 - Train: 67.11% [839600/1251000] [671.1/1000.0] [batch_t 0.240 (0.235)] [data_t 0.007] [optim_t 0.233] [lr 0.000754] [CE 4.680 (4.170)] [KD 3.484 (3.076)] 2024-10-14 08:26:02,451 - Train: 67.12% [839650/1251000] [671.2/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.000754] [CE 4.406 (4.163)] [KD 3.052 (3.083)] 2024-10-14 08:26:14,512 - Train: 67.12% [839700/1251000] [671.2/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.000754] [CE 4.484 (4.176)] [KD 3.194 (3.107)] 2024-10-14 08:26:26,415 - Train: 67.13% [839750/1251000] [671.3/1000.0] [batch_t 0.224 (0.238)] [data_t 0.006] [optim_t 0.218] [lr 0.000754] [CE 3.986 (4.151)] [KD 2.651 (3.064)] 2024-10-14 08:26:38,637 - Train: 67.13% [839800/1251000] [671.3/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.000754] [CE 4.204 (4.201)] [KD 3.177 (3.075)] 2024-10-14 08:26:50,274 - Train: 67.13% [839850/1251000] [671.3/1000.0] [batch_t 0.219 (0.233)] [data_t 0.007] [optim_t 0.212] [lr 0.000754] [CE 4.444 (4.184)] [KD 3.195 (3.066)] 2024-10-14 08:27:02,274 - Train: 67.14% [839900/1251000] [671.4/1000.0] [batch_t 0.260 (0.240)] [data_t 0.007] [optim_t 0.253] [lr 0.000754] [CE 4.054 (4.116)] [KD 2.833 (3.024)] 2024-10-14 08:27:14,820 - Train: 67.14% [839950/1251000] [671.4/1000.0] [batch_t 0.219 (0.251)] [data_t 0.006] [optim_t 0.213] [lr 0.000753] [CE 4.417 (4.200)] [KD 3.131 (3.130)] 2024-10-14 08:27:26,235 - Train: 67.15% [840000/1251000] [671.5/1000.0] [batch_t 0.210 (0.228)] [data_t 0.006] [optim_t 0.203] [lr 0.000753] [CE 4.372 (4.125)] [KD 3.315 (3.045)] 2024-10-14 08:27:37,622 - Train: 67.15% [840050/1251000] [671.5/1000.0] [batch_t 0.232 (0.228)] [data_t 0.009] [optim_t 0.223] [lr 0.000753] [CE 4.465 (4.146)] [KD 3.175 (3.093)] 2024-10-14 08:27:50,408 - Train: 67.15% [840100/1251000] [671.5/1000.0] [batch_t 0.222 (0.256)] [data_t 0.007] [optim_t 0.215] [lr 0.000753] [CE 4.517 (4.165)] [KD 3.388 (3.080)] 2024-10-14 08:28:02,163 - Train: 67.16% [840150/1251000] [671.6/1000.0] [batch_t 0.235 (0.235)] [data_t 0.008] [optim_t 0.227] [lr 0.000753] [CE 4.241 (4.168)] [KD 3.035 (3.064)] 2024-10-14 08:28:13,749 - Train: 67.16% [840200/1251000] [671.6/1000.0] [batch_t 0.223 (0.232)] [data_t 0.010] [optim_t 0.213] [lr 0.000753] [CE 3.761 (4.143)] [KD 2.835 (3.091)] 2024-10-14 08:28:25,737 - Train: 67.17% [840250/1251000] [671.7/1000.0] [batch_t 0.232 (0.240)] [data_t 0.010] [optim_t 0.222] [lr 0.000752] [CE 3.731 (4.189)] [KD 2.798 (3.081)] 2024-10-14 08:28:38,084 - Train: 67.17% [840300/1251000] [671.7/1000.0] [batch_t 0.231 (0.247)] [data_t 0.007] [optim_t 0.224] [lr 0.000752] [CE 4.516 (4.129)] [KD 3.216 (3.064)] 2024-10-14 08:28:49,968 - Train: 67.17% [840350/1251000] [671.7/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.000752] [CE 4.424 (4.184)] [KD 3.153 (3.090)] 2024-10-14 08:29:02,144 - Train: 67.18% [840400/1251000] [671.8/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.000752] [CE 4.427 (4.187)] [KD 3.190 (3.048)] 2024-10-14 08:29:13,881 - Train: 67.18% [840450/1251000] [671.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.008] [optim_t 0.224] [lr 0.000752] [CE 4.438 (4.115)] [KD 3.205 (3.017)] 2024-10-14 08:29:25,998 - Train: 67.19% [840500/1251000] [671.9/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.000752] [CE 3.928 (4.150)] [KD 3.042 (3.070)] 2024-10-14 08:29:38,468 - Train: 67.19% [840550/1251000] [671.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.006] [optim_t 0.226] [lr 0.000751] [CE 4.219 (4.112)] [KD 2.939 (3.015)] 2024-10-14 08:29:50,612 - Train: 67.19% [840600/1251000] [671.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.000751] [CE 3.983 (4.181)] [KD 3.044 (3.119)] 2024-10-14 08:30:02,179 - Train: 67.20% [840650/1251000] [672.0/1000.0] [batch_t 0.236 (0.231)] [data_t 0.009] [optim_t 0.227] [lr 0.000751] [CE 4.494 (4.153)] [KD 3.250 (3.089)] 2024-10-14 08:30:16,138 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 38369] [top5_cnt 46695] [top_all 50000] 2024-10-14 08:30:16,139 - net: 76.738 (93.390) 2024-10-14 08:30:24,685 - Test (net_E): 100.00% [50/50] [batch_t 0.104 (0.154)] [top1_cnt 39834] [top5_cnt 47383] [top_all 50000] 2024-10-14 08:30:24,686 - net_E: 79.668 (94.766) 2024-10-14 08:30:24,917 - Max [top1: 76.902 (epoch: 668)] [top1-ema: 79.706 (epoch: 670)] 2024-10-14 08:30:24,917 - ==> Total time: 2 days, 11:52:17 Eta: 1 day, 5:13:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:30:35,654 - Train: 67.20% [840700/1251000] [672.0/1000.0] [batch_t 0.240 (0.273)] [data_t 0.008] [optim_t 0.232] [lr 0.000751] [CE 4.460 (4.216)] [KD 3.070 (3.068)] 2024-10-14 08:30:47,847 - Train: 67.21% [840750/1251000] [672.1/1000.0] [batch_t 0.219 (0.244)] [data_t 0.008] [optim_t 0.211] [lr 0.000751] [CE 4.623 (4.222)] [KD 3.167 (3.088)] 2024-10-14 08:30:59,580 - Train: 67.21% [840800/1251000] [672.1/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.000751] [CE 4.108 (4.212)] [KD 2.858 (3.104)] 2024-10-14 08:31:11,578 - Train: 67.21% [840850/1251000] [672.1/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.000750] [CE 3.886 (4.108)] [KD 2.916 (3.039)] 2024-10-14 08:31:23,639 - Train: 67.22% [840900/1251000] [672.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000750] [CE 4.432 (4.159)] [KD 3.239 (3.062)] 2024-10-14 08:31:35,389 - Train: 67.22% [840950/1251000] [672.2/1000.0] [batch_t 0.226 (0.235)] [data_t 0.008] [optim_t 0.218] [lr 0.000750] [CE 4.482 (4.259)] [KD 3.100 (3.114)] 2024-10-14 08:31:47,585 - Train: 67.23% [841000/1251000] [672.3/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.000750] [CE 3.687 (4.202)] [KD 2.868 (3.073)] 2024-10-14 08:31:59,304 - Train: 67.23% [841050/1251000] [672.3/1000.0] [batch_t 0.223 (0.234)] [data_t 0.008] [optim_t 0.215] [lr 0.000750] [CE 4.323 (4.179)] [KD 2.987 (3.053)] 2024-10-14 08:32:11,054 - Train: 67.23% [841100/1251000] [672.3/1000.0] [batch_t 0.213 (0.235)] [data_t 0.007] [optim_t 0.206] [lr 0.000750] [CE 3.921 (4.174)] [KD 2.965 (3.108)] 2024-10-14 08:32:22,935 - Train: 67.24% [841150/1251000] [672.4/1000.0] [batch_t 0.242 (0.237)] [data_t 0.008] [optim_t 0.234] [lr 0.000750] [CE 4.267 (4.200)] [KD 3.105 (3.107)] 2024-10-14 08:32:35,125 - Train: 67.24% [841200/1251000] [672.4/1000.0] [batch_t 0.460 (0.244)] [data_t 0.006] [optim_t 0.453] [lr 0.000749] [CE 4.280 (4.147)] [KD 3.158 (3.058)] 2024-10-14 08:32:47,017 - Train: 67.25% [841250/1251000] [672.5/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.229] [lr 0.000749] [CE 4.098 (4.170)] [KD 2.839 (3.067)] 2024-10-14 08:32:58,972 - Train: 67.25% [841300/1251000] [672.5/1000.0] [batch_t 0.210 (0.239)] [data_t 0.007] [optim_t 0.203] [lr 0.000749] [CE 4.305 (4.094)] [KD 3.088 (3.050)] 2024-10-14 08:33:10,793 - Train: 67.25% [841350/1251000] [672.5/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.220] [lr 0.000749] [CE 4.601 (4.207)] [KD 3.329 (3.087)] 2024-10-14 08:33:22,719 - Train: 67.26% [841400/1251000] [672.6/1000.0] [batch_t 0.225 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.000749] [CE 4.536 (4.173)] [KD 3.408 (3.067)] 2024-10-14 08:33:34,491 - Train: 67.26% [841450/1251000] [672.6/1000.0] [batch_t 0.218 (0.235)] [data_t 0.009] [optim_t 0.209] [lr 0.000749] [CE 4.235 (4.212)] [KD 3.177 (3.089)] 2024-10-14 08:33:46,621 - Train: 67.27% [841500/1251000] [672.7/1000.0] [batch_t 0.246 (0.242)] [data_t 0.008] [optim_t 0.238] [lr 0.000748] [CE 4.081 (4.202)] [KD 3.038 (3.077)] 2024-10-14 08:33:58,563 - Train: 67.27% [841550/1251000] [672.7/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.000748] [CE 4.281 (4.228)] [KD 3.189 (3.131)] 2024-10-14 08:34:10,432 - Train: 67.27% [841600/1251000] [672.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.000748] [CE 4.227 (4.203)] [KD 3.118 (3.067)] 2024-10-14 08:34:22,162 - Train: 67.28% [841650/1251000] [672.8/1000.0] [batch_t 0.230 (0.234)] [data_t 0.007] [optim_t 0.224] [lr 0.000748] [CE 4.255 (4.220)] [KD 3.068 (3.079)] 2024-10-14 08:34:34,301 - Train: 67.28% [841700/1251000] [672.8/1000.0] [batch_t 0.400 (0.243)] [data_t 0.007] [optim_t 0.393] [lr 0.000748] [CE 4.024 (4.179)] [KD 2.861 (3.090)] 2024-10-14 08:34:45,890 - Train: 67.29% [841750/1251000] [672.9/1000.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.000748] [CE 4.178 (4.127)] [KD 3.139 (3.023)] 2024-10-14 08:34:57,616 - Train: 67.29% [841800/1251000] [672.9/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000747] [CE 4.180 (4.223)] [KD 3.131 (3.133)] 2024-10-14 08:35:09,934 - Train: 67.29% [841850/1251000] [672.9/1000.0] [batch_t 0.222 (0.246)] [data_t 0.008] [optim_t 0.214] [lr 0.000747] [CE 4.171 (4.164)] [KD 3.245 (3.077)] 2024-10-14 08:35:21,766 - Train: 67.30% [841900/1251000] [673.0/1000.0] [batch_t 0.230 (0.236)] [data_t 0.008] [optim_t 0.222] [lr 0.000747] [CE 3.833 (4.097)] [KD 3.140 (3.036)] 2024-10-14 08:35:36,029 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.167)] [top1_cnt 38487] [top5_cnt 46765] [top_all 50000] 2024-10-14 08:35:36,030 - net: 76.974 (93.530) 2024-10-14 08:35:44,985 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.163)] [top1_cnt 39830] [top5_cnt 47396] [top_all 50000] 2024-10-14 08:35:44,986 - net_E: 79.660 (94.792) 2024-10-14 08:35:45,202 - Max [top1: 76.974 (epoch: 673)] [top1-ema: 79.706 (epoch: 670)] 2024-10-14 08:35:45,202 - ==> Total time: 2 days, 11:57:38 Eta: 1 day, 5:08:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:36:03,727 - Train: 67.30% [841950/1251000] [673.0/1000.0] [batch_t 0.247 (0.250)] [data_t 0.010] [optim_t 0.237] [lr 0.000747] [CE 4.215 (4.146)] [KD 2.988 (3.052)] 2024-10-14 08:36:16,241 - Train: 67.31% [842000/1251000] [673.1/1000.0] [batch_t 0.226 (0.250)] [data_t 0.010] [optim_t 0.216] [lr 0.000747] [CE 4.223 (4.161)] [KD 3.019 (3.037)] 2024-10-14 08:36:28,301 - Train: 67.31% [842050/1251000] [673.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.228] [lr 0.000747] [CE 4.668 (4.196)] [KD 3.277 (3.079)] 2024-10-14 08:36:40,389 - Train: 67.31% [842100/1251000] [673.1/1000.0] [batch_t 0.222 (0.242)] [data_t 0.008] [optim_t 0.214] [lr 0.000746] [CE 3.913 (4.079)] [KD 2.886 (3.017)] 2024-10-14 08:36:52,292 - Train: 67.32% [842150/1251000] [673.2/1000.0] [batch_t 0.227 (0.238)] [data_t 0.008] [optim_t 0.219] [lr 0.000746] [CE 4.178 (4.159)] [KD 3.074 (3.074)] 2024-10-14 08:37:04,508 - Train: 67.32% [842200/1251000] [673.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.000746] [CE 3.906 (4.105)] [KD 3.058 (3.028)] 2024-10-14 08:37:16,617 - Train: 67.33% [842250/1251000] [673.3/1000.0] [batch_t 0.247 (0.242)] [data_t 0.007] [optim_t 0.240] [lr 0.000746] [CE 4.237 (4.180)] [KD 3.048 (3.043)] 2024-10-14 08:37:29,005 - Train: 67.33% [842300/1251000] [673.3/1000.0] [batch_t 0.224 (0.248)] [data_t 0.008] [optim_t 0.216] [lr 0.000746] [CE 4.070 (4.201)] [KD 2.979 (3.116)] 2024-10-14 08:37:41,038 - Train: 67.33% [842350/1251000] [673.3/1000.0] [batch_t 0.248 (0.240)] [data_t 0.008] [optim_t 0.240] [lr 0.000746] [CE 4.674 (4.246)] [KD 3.236 (3.114)] 2024-10-14 08:37:52,985 - Train: 67.34% [842400/1251000] [673.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.000746] [CE 4.117 (4.137)] [KD 3.104 (3.030)] 2024-10-14 08:38:04,918 - Train: 67.34% [842450/1251000] [673.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.008] [optim_t 0.226] [lr 0.000745] [CE 4.020 (4.217)] [KD 2.906 (3.091)] 2024-10-14 08:38:17,151 - Train: 67.35% [842500/1251000] [673.5/1000.0] [batch_t 0.439 (0.244)] [data_t 0.006] [optim_t 0.432] [lr 0.000745] [CE 4.046 (4.215)] [KD 3.062 (3.144)] 2024-10-14 08:38:29,076 - Train: 67.35% [842550/1251000] [673.5/1000.0] [batch_t 0.240 (0.238)] [data_t 0.007] [optim_t 0.232] [lr 0.000745] [CE 3.722 (4.200)] [KD 2.919 (3.123)] 2024-10-14 08:38:41,472 - Train: 67.35% [842600/1251000] [673.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.006] [optim_t 0.226] [lr 0.000745] [CE 4.414 (4.171)] [KD 3.244 (3.104)] 2024-10-14 08:38:53,443 - Train: 67.36% [842650/1251000] [673.6/1000.0] [batch_t 0.219 (0.239)] [data_t 0.008] [optim_t 0.211] [lr 0.000745] [CE 4.505 (4.182)] [KD 3.138 (3.083)] 2024-10-14 08:39:05,566 - Train: 67.36% [842700/1251000] [673.6/1000.0] [batch_t 0.249 (0.242)] [data_t 0.007] [optim_t 0.242] [lr 0.000745] [CE 4.306 (4.200)] [KD 3.197 (3.090)] 2024-10-14 08:39:17,924 - Train: 67.37% [842750/1251000] [673.7/1000.0] [batch_t 0.215 (0.247)] [data_t 0.007] [optim_t 0.208] [lr 0.000744] [CE 4.104 (4.136)] [KD 3.238 (3.073)] 2024-10-14 08:39:30,164 - Train: 67.37% [842800/1251000] [673.7/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.000744] [CE 4.111 (4.226)] [KD 3.110 (3.136)] 2024-10-14 08:39:42,161 - Train: 67.37% [842850/1251000] [673.7/1000.0] [batch_t 0.218 (0.240)] [data_t 0.007] [optim_t 0.212] [lr 0.000744] [CE 4.136 (4.201)] [KD 3.077 (3.067)] 2024-10-14 08:39:53,890 - Train: 67.38% [842900/1251000] [673.8/1000.0] [batch_t 0.396 (0.234)] [data_t 0.009] [optim_t 0.386] [lr 0.000744] [CE 4.757 (4.174)] [KD 3.383 (3.082)] 2024-10-14 08:40:06,303 - Train: 67.38% [842950/1251000] [673.8/1000.0] [batch_t 0.225 (0.248)] [data_t 0.008] [optim_t 0.217] [lr 0.000744] [CE 3.575 (4.160)] [KD 2.873 (3.074)] 2024-10-14 08:40:18,513 - Train: 67.39% [843000/1251000] [673.9/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.000744] [CE 4.309 (4.158)] [KD 3.091 (3.099)] 2024-10-14 08:40:30,454 - Train: 67.39% [843050/1251000] [673.9/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.000743] [CE 3.901 (4.105)] [KD 2.770 (3.030)] 2024-10-14 08:40:42,846 - Train: 67.39% [843100/1251000] [673.9/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.000743] [CE 3.908 (4.232)] [KD 2.965 (3.161)] 2024-10-14 08:40:54,790 - Train: 67.40% [843150/1251000] [674.0/1000.0] [batch_t 0.222 (0.239)] [data_t 0.010] [optim_t 0.212] [lr 0.000743] [CE 3.802 (4.115)] [KD 2.856 (3.069)] 2024-10-14 08:41:09,584 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.163)] [top1_cnt 38367] [top5_cnt 46738] [top_all 50000] 2024-10-14 08:41:09,585 - net: 76.734 (93.476) 2024-10-14 08:41:18,235 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 39849] [top5_cnt 47388] [top_all 50000] 2024-10-14 08:41:18,235 - net_E: 79.698 (94.776) 2024-10-14 08:41:18,470 - Max [top1: 76.974 (epoch: 673)] [top1-ema: 79.706 (epoch: 670)] 2024-10-14 08:41:18,470 - ==> Total time: 2 days, 12:03:11 Eta: 1 day, 5:02:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:41:28,307 - Train: 67.40% [843200/1251000] [674.0/1000.0] [batch_t 0.240 (0.266)] [data_t 0.007] [optim_t 0.233] [lr 0.000743] [CE 4.097 (4.175)] [KD 3.028 (3.089)] 2024-10-14 08:41:40,564 - Train: 67.41% [843250/1251000] [674.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.010] [optim_t 0.224] [lr 0.000743] [CE 4.363 (4.164)] [KD 3.138 (3.038)] 2024-10-14 08:41:52,969 - Train: 67.41% [843300/1251000] [674.1/1000.0] [batch_t 0.228 (0.248)] [data_t 0.008] [optim_t 0.220] [lr 0.000743] [CE 3.623 (4.193)] [KD 2.937 (3.077)] 2024-10-14 08:42:04,827 - Train: 67.41% [843350/1251000] [674.1/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.224] [lr 0.000743] [CE 4.566 (4.165)] [KD 3.176 (3.041)] 2024-10-14 08:42:16,515 - Train: 67.42% [843400/1251000] [674.2/1000.0] [batch_t 0.244 (0.234)] [data_t 0.009] [optim_t 0.235] [lr 0.000742] [CE 4.319 (4.216)] [KD 3.274 (3.107)] 2024-10-14 08:42:28,446 - Train: 67.42% [843450/1251000] [674.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.000742] [CE 4.418 (4.184)] [KD 3.209 (3.092)] 2024-10-14 08:42:40,674 - Train: 67.43% [843500/1251000] [674.3/1000.0] [batch_t 0.563 (0.244)] [data_t 0.010] [optim_t 0.552] [lr 0.000742] [CE 4.470 (4.180)] [KD 3.180 (3.078)] 2024-10-14 08:42:52,245 - Train: 67.43% [843550/1251000] [674.3/1000.0] [batch_t 0.221 (0.231)] [data_t 0.007] [optim_t 0.214] [lr 0.000742] [CE 4.056 (4.155)] [KD 3.006 (3.018)] 2024-10-14 08:43:04,465 - Train: 67.43% [843600/1251000] [674.3/1000.0] [batch_t 0.245 (0.244)] [data_t 0.007] [optim_t 0.238] [lr 0.000742] [CE 4.369 (4.182)] [KD 3.278 (3.072)] 2024-10-14 08:43:16,565 - Train: 67.44% [843650/1251000] [674.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.000742] [CE 4.076 (4.141)] [KD 3.013 (3.045)] 2024-10-14 08:43:28,210 - Train: 67.44% [843700/1251000] [674.4/1000.0] [batch_t 0.239 (0.233)] [data_t 0.007] [optim_t 0.232] [lr 0.000741] [CE 4.258 (4.182)] [KD 3.051 (3.084)] 2024-10-14 08:43:40,308 - Train: 67.45% [843750/1251000] [674.5/1000.0] [batch_t 0.230 (0.242)] [data_t 0.011] [optim_t 0.219] [lr 0.000741] [CE 4.399 (4.236)] [KD 3.048 (3.108)] 2024-10-14 08:43:52,368 - Train: 67.45% [843800/1251000] [674.5/1000.0] [batch_t 0.219 (0.241)] [data_t 0.007] [optim_t 0.212] [lr 0.000741] [CE 4.410 (4.152)] [KD 3.181 (3.049)] 2024-10-14 08:44:03,976 - Train: 67.45% [843850/1251000] [674.5/1000.0] [batch_t 0.227 (0.232)] [data_t 0.006] [optim_t 0.220] [lr 0.000741] [CE 4.565 (4.192)] [KD 3.329 (3.075)] 2024-10-14 08:44:16,257 - Train: 67.46% [843900/1251000] [674.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.007] [optim_t 0.226] [lr 0.000741] [CE 4.826 (4.194)] [KD 3.561 (3.086)] 2024-10-14 08:44:28,081 - Train: 67.46% [843950/1251000] [674.6/1000.0] [batch_t 0.218 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.000741] [CE 4.187 (4.163)] [KD 3.075 (3.075)] 2024-10-14 08:44:39,803 - Train: 67.47% [844000/1251000] [674.7/1000.0] [batch_t 0.218 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.000740] [CE 4.064 (4.194)] [KD 3.014 (3.102)] 2024-10-14 08:44:51,982 - Train: 67.47% [844050/1251000] [674.7/1000.0] [batch_t 0.249 (0.243)] [data_t 0.007] [optim_t 0.242] [lr 0.000740] [CE 4.348 (4.192)] [KD 3.265 (3.100)] 2024-10-14 08:45:03,797 - Train: 67.47% [844100/1251000] [674.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.226] [lr 0.000740] [CE 4.330 (4.113)] [KD 3.243 (3.051)] 2024-10-14 08:45:15,522 - Train: 67.48% [844150/1251000] [674.8/1000.0] [batch_t 0.230 (0.234)] [data_t 0.007] [optim_t 0.223] [lr 0.000740] [CE 4.053 (4.169)] [KD 2.870 (3.053)] 2024-10-14 08:45:27,419 - Train: 67.48% [844200/1251000] [674.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.000740] [CE 3.310 (4.080)] [KD 2.669 (3.023)] 2024-10-14 08:45:39,606 - Train: 67.49% [844250/1251000] [674.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.000740] [CE 4.097 (4.134)] [KD 2.970 (3.064)] 2024-10-14 08:45:51,294 - Train: 67.49% [844300/1251000] [674.9/1000.0] [batch_t 0.222 (0.234)] [data_t 0.010] [optim_t 0.212] [lr 0.000739] [CE 4.240 (4.130)] [KD 3.311 (3.043)] 2024-10-14 08:46:03,262 - Train: 67.49% [844350/1251000] [674.9/1000.0] [batch_t 0.247 (0.239)] [data_t 0.008] [optim_t 0.239] [lr 0.000739] [CE 3.905 (4.198)] [KD 2.971 (3.059)] 2024-10-14 08:46:15,284 - Train: 67.50% [844400/1251000] [675.0/1000.0] [batch_t 0.228 (0.240)] [data_t 0.008] [optim_t 0.220] [lr 0.000739] [CE 3.608 (4.135)] [KD 2.772 (3.073)] 2024-10-14 08:46:29,583 - Test (net): 100.00% [50/50] [batch_t 0.060 (0.163)] [top1_cnt 38607] [top5_cnt 46793] [top_all 50000] 2024-10-14 08:46:29,584 - net: 77.214 (93.586) 2024-10-14 08:46:39,982 - Test (net_E): 100.00% [50/50] [batch_t 0.071 (0.193)] [top1_cnt 39864] [top5_cnt 47390] [top_all 50000] 2024-10-14 08:46:39,983 - net_E: 79.728 (94.780) 2024-10-14 08:46:40,194 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.728 (epoch: 675)] 2024-10-14 08:46:40,194 - ==> Total time: 2 days, 12:08:32 Eta: 1 day, 4:57:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:47:09,677 - Train: 67.50% [844450/1251000] [675.0/1000.0] [batch_t 0.238 (0.256)] [data_t 0.009] [optim_t 0.229] [lr 0.000739] [CE 4.466 (4.132)] [KD 3.058 (3.022)] 2024-10-14 08:47:21,863 - Train: 67.51% [844500/1251000] [675.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.006] [optim_t 0.232] [lr 0.000739] [CE 3.920 (4.196)] [KD 2.950 (3.063)] 2024-10-14 08:47:34,327 - Train: 67.51% [844550/1251000] [675.1/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000739] [CE 4.279 (4.157)] [KD 3.064 (3.048)] 2024-10-14 08:47:46,123 - Train: 67.51% [844600/1251000] [675.1/1000.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.000739] [CE 4.633 (4.116)] [KD 3.186 (2.979)] 2024-10-14 08:47:57,595 - Train: 67.52% [844650/1251000] [675.2/1000.0] [batch_t 0.220 (0.229)] [data_t 0.007] [optim_t 0.213] [lr 0.000738] [CE 4.545 (4.196)] [KD 3.162 (3.078)] 2024-10-14 08:48:10,141 - Train: 67.52% [844700/1251000] [675.2/1000.0] [batch_t 0.221 (0.251)] [data_t 0.009] [optim_t 0.212] [lr 0.000738] [CE 4.582 (4.108)] [KD 3.296 (3.047)] 2024-10-14 08:48:22,185 - Train: 67.53% [844750/1251000] [675.3/1000.0] [batch_t 0.403 (0.241)] [data_t 0.010] [optim_t 0.393] [lr 0.000738] [CE 4.014 (4.189)] [KD 2.927 (3.056)] 2024-10-14 08:48:33,767 - Train: 67.53% [844800/1251000] [675.3/1000.0] [batch_t 0.232 (0.231)] [data_t 0.011] [optim_t 0.221] [lr 0.000738] [CE 4.374 (4.118)] [KD 3.139 (3.018)] 2024-10-14 08:48:45,710 - Train: 67.53% [844850/1251000] [675.3/1000.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.000738] [CE 4.395 (4.158)] [KD 3.273 (3.043)] 2024-10-14 08:48:57,770 - Train: 67.54% [844900/1251000] [675.4/1000.0] [batch_t 0.218 (0.241)] [data_t 0.008] [optim_t 0.210] [lr 0.000738] [CE 4.520 (4.178)] [KD 3.097 (3.101)] 2024-10-14 08:49:09,979 - Train: 67.54% [844950/1251000] [675.4/1000.0] [batch_t 0.220 (0.244)] [data_t 0.007] [optim_t 0.213] [lr 0.000737] [CE 3.976 (4.104)] [KD 2.821 (3.047)] 2024-10-14 08:49:21,917 - Train: 67.55% [845000/1251000] [675.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.006] [optim_t 0.228] [lr 0.000737] [CE 3.756 (4.202)] [KD 2.886 (3.104)] 2024-10-14 08:49:33,421 - Train: 67.55% [845050/1251000] [675.5/1000.0] [batch_t 0.227 (0.230)] [data_t 0.010] [optim_t 0.217] [lr 0.000737] [CE 4.544 (4.202)] [KD 3.248 (3.125)] 2024-10-14 08:49:45,583 - Train: 67.55% [845100/1251000] [675.5/1000.0] [batch_t 0.410 (0.243)] [data_t 0.008] [optim_t 0.402] [lr 0.000737] [CE 3.835 (4.190)] [KD 2.808 (3.049)] 2024-10-14 08:49:57,199 - Train: 67.56% [845150/1251000] [675.6/1000.0] [batch_t 0.233 (0.232)] [data_t 0.009] [optim_t 0.224] [lr 0.000737] [CE 4.533 (4.200)] [KD 3.360 (3.088)] 2024-10-14 08:50:09,080 - Train: 67.56% [845200/1251000] [675.6/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.220] [lr 0.000737] [CE 3.745 (4.176)] [KD 2.899 (3.094)] 2024-10-14 08:50:21,075 - Train: 67.57% [845250/1251000] [675.7/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.000736] [CE 4.418 (4.138)] [KD 3.112 (3.072)] 2024-10-14 08:50:32,844 - Train: 67.57% [845300/1251000] [675.7/1000.0] [batch_t 0.219 (0.235)] [data_t 0.007] [optim_t 0.213] [lr 0.000736] [CE 4.273 (4.171)] [KD 3.237 (3.104)] 2024-10-14 08:50:45,053 - Train: 67.57% [845350/1251000] [675.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.008] [optim_t 0.228] [lr 0.000736] [CE 4.018 (4.195)] [KD 2.777 (3.088)] 2024-10-14 08:50:56,937 - Train: 67.58% [845400/1251000] [675.8/1000.0] [batch_t 0.236 (0.238)] [data_t 0.006] [optim_t 0.230] [lr 0.000736] [CE 4.151 (4.120)] [KD 3.046 (3.023)] 2024-10-14 08:51:08,642 - Train: 67.58% [845450/1251000] [675.8/1000.0] [batch_t 0.228 (0.234)] [data_t 0.010] [optim_t 0.218] [lr 0.000736] [CE 4.035 (4.179)] [KD 2.807 (3.054)] 2024-10-14 08:51:20,647 - Train: 67.59% [845500/1251000] [675.9/1000.0] [batch_t 0.399 (0.240)] [data_t 0.008] [optim_t 0.391] [lr 0.000736] [CE 4.294 (4.246)] [KD 3.160 (3.117)] 2024-10-14 08:51:33,312 - Train: 67.59% [845550/1251000] [675.9/1000.0] [batch_t 0.450 (0.253)] [data_t 0.006] [optim_t 0.443] [lr 0.000736] [CE 4.011 (4.166)] [KD 3.024 (3.081)] 2024-10-14 08:51:45,379 - Train: 67.59% [845600/1251000] [675.9/1000.0] [batch_t 0.235 (0.241)] [data_t 0.007] [optim_t 0.228] [lr 0.000735] [CE 3.968 (4.085)] [KD 2.889 (3.009)] 2024-10-14 08:51:57,239 - Train: 67.60% [845650/1251000] [676.0/1000.0] [batch_t 0.218 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.000735] [CE 3.866 (4.126)] [KD 3.087 (3.057)] 2024-10-14 08:52:11,723 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.158)] [top1_cnt 38396] [top5_cnt 46706] [top_all 50000] 2024-10-14 08:52:11,724 - net: 76.792 (93.412) 2024-10-14 08:52:21,030 - Test (net_E): 100.00% [50/50] [batch_t 0.055 (0.170)] [top1_cnt 39835] [top5_cnt 47382] [top_all 50000] 2024-10-14 08:52:21,031 - net_E: 79.670 (94.764) 2024-10-14 08:52:21,219 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.728 (epoch: 675)] 2024-10-14 08:52:21,220 - ==> Total time: 2 days, 12:14:14 Eta: 1 day, 4:52:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:52:30,501 - Train: 67.60% [845700/1251000] [676.0/1000.0] [batch_t 0.239 (0.267)] [data_t 0.008] [optim_t 0.231] [lr 0.000735] [CE 3.604 (4.073)] [KD 2.556 (2.945)] 2024-10-14 08:52:42,921 - Train: 67.61% [845750/1251000] [676.1/1000.0] [batch_t 0.252 (0.248)] [data_t 0.010] [optim_t 0.242] [lr 0.000735] [CE 4.380 (4.161)] [KD 3.301 (2.998)] 2024-10-14 08:52:55,900 - Train: 67.61% [845800/1251000] [676.1/1000.0] [batch_t 0.440 (0.259)] [data_t 0.006] [optim_t 0.434] [lr 0.000735] [CE 4.541 (4.217)] [KD 3.180 (3.093)] 2024-10-14 08:53:07,920 - Train: 67.61% [845850/1251000] [676.1/1000.0] [batch_t 0.242 (0.240)] [data_t 0.006] [optim_t 0.235] [lr 0.000735] [CE 4.417 (4.210)] [KD 3.140 (3.093)] 2024-10-14 08:53:19,875 - Train: 67.62% [845900/1251000] [676.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.000734] [CE 3.837 (4.192)] [KD 2.799 (3.070)] 2024-10-14 08:53:31,753 - Train: 67.62% [845950/1251000] [676.2/1000.0] [batch_t 0.228 (0.237)] [data_t 0.011] [optim_t 0.217] [lr 0.000734] [CE 3.501 (4.161)] [KD 2.701 (3.096)] 2024-10-14 08:53:44,070 - Train: 67.63% [846000/1251000] [676.3/1000.0] [batch_t 0.260 (0.246)] [data_t 0.007] [optim_t 0.253] [lr 0.000734] [CE 4.359 (4.093)] [KD 2.922 (3.054)] 2024-10-14 08:53:56,391 - Train: 67.63% [846050/1251000] [676.3/1000.0] [batch_t 0.223 (0.246)] [data_t 0.010] [optim_t 0.213] [lr 0.000734] [CE 4.299 (4.148)] [KD 3.147 (3.071)] 2024-10-14 08:54:08,787 - Train: 67.63% [846100/1251000] [676.3/1000.0] [batch_t 0.250 (0.248)] [data_t 0.006] [optim_t 0.244] [lr 0.000734] [CE 4.220 (4.136)] [KD 3.193 (3.007)] 2024-10-14 08:54:21,242 - Train: 67.64% [846150/1251000] [676.4/1000.0] [batch_t 0.237 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.000734] [CE 4.030 (4.156)] [KD 2.976 (3.016)] 2024-10-14 08:54:33,609 - Train: 67.64% [846200/1251000] [676.4/1000.0] [batch_t 0.218 (0.247)] [data_t 0.010] [optim_t 0.209] [lr 0.000733] [CE 4.303 (4.260)] [KD 3.064 (3.103)] 2024-10-14 08:54:45,517 - Train: 67.65% [846250/1251000] [676.5/1000.0] [batch_t 0.257 (0.238)] [data_t 0.009] [optim_t 0.247] [lr 0.000733] [CE 3.775 (4.190)] [KD 2.843 (3.070)] 2024-10-14 08:54:57,436 - Train: 67.65% [846300/1251000] [676.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.010] [optim_t 0.226] [lr 0.000733] [CE 4.279 (4.176)] [KD 2.996 (3.083)] 2024-10-14 08:55:09,000 - Train: 67.65% [846350/1251000] [676.5/1000.0] [batch_t 0.219 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.000733] [CE 4.248 (4.238)] [KD 3.077 (3.067)] 2024-10-14 08:55:21,361 - Train: 67.66% [846400/1251000] [676.6/1000.0] [batch_t 0.223 (0.247)] [data_t 0.010] [optim_t 0.214] [lr 0.000733] [CE 4.003 (4.155)] [KD 2.922 (3.059)] 2024-10-14 08:55:33,432 - Train: 67.66% [846450/1251000] [676.6/1000.0] [batch_t 0.225 (0.241)] [data_t 0.006] [optim_t 0.218] [lr 0.000733] [CE 3.764 (4.094)] [KD 2.913 (2.997)] 2024-10-14 08:55:44,956 - Train: 67.67% [846500/1251000] [676.7/1000.0] [batch_t 0.229 (0.230)] [data_t 0.007] [optim_t 0.222] [lr 0.000733] [CE 3.745 (4.143)] [KD 2.655 (3.018)] 2024-10-14 08:55:56,505 - Train: 67.67% [846550/1251000] [676.7/1000.0] [batch_t 0.234 (0.231)] [data_t 0.007] [optim_t 0.227] [lr 0.000732] [CE 4.453 (4.139)] [KD 3.241 (3.023)] 2024-10-14 08:56:08,594 - Train: 67.67% [846600/1251000] [676.7/1000.0] [batch_t 0.215 (0.242)] [data_t 0.008] [optim_t 0.207] [lr 0.000732] [CE 4.160 (4.162)] [KD 3.042 (3.036)] 2024-10-14 08:56:20,277 - Train: 67.68% [846650/1251000] [676.8/1000.0] [batch_t 0.236 (0.233)] [data_t 0.007] [optim_t 0.229] [lr 0.000732] [CE 4.077 (4.228)] [KD 3.099 (3.097)] 2024-10-14 08:56:32,407 - Train: 67.68% [846700/1251000] [676.8/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000732] [CE 3.640 (4.197)] [KD 2.888 (3.127)] 2024-10-14 08:56:44,582 - Train: 67.69% [846750/1251000] [676.9/1000.0] [batch_t 0.428 (0.243)] [data_t 0.008] [optim_t 0.420] [lr 0.000732] [CE 3.867 (4.179)] [KD 3.079 (3.096)] 2024-10-14 08:56:56,423 - Train: 67.69% [846800/1251000] [676.9/1000.0] [batch_t 0.492 (0.237)] [data_t 0.007] [optim_t 0.485] [lr 0.000732] [CE 3.902 (4.145)] [KD 2.952 (3.028)] 2024-10-14 08:57:07,955 - Train: 67.69% [846850/1251000] [676.9/1000.0] [batch_t 0.215 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.000731] [CE 4.343 (4.202)] [KD 2.994 (3.078)] 2024-10-14 08:57:19,647 - Train: 67.70% [846900/1251000] [677.0/1000.0] [batch_t 0.234 (0.234)] [data_t 0.007] [optim_t 0.228] [lr 0.000731] [CE 3.715 (4.156)] [KD 2.767 (3.061)] 2024-10-14 08:57:34,273 - Test (net): 100.00% [50/50] [batch_t 0.427 (0.165)] [top1_cnt 38348] [top5_cnt 46679] [top_all 50000] 2024-10-14 08:57:34,273 - net: 76.696 (93.358) 2024-10-14 08:57:43,084 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 39879] [top5_cnt 47398] [top_all 50000] 2024-10-14 08:57:43,084 - net_E: 79.758 (94.796) 2024-10-14 08:57:43,309 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.758 (epoch: 677)] 2024-10-14 08:57:43,310 - ==> Total time: 2 days, 12:19:36 Eta: 1 day, 4:46:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 08:58:00,790 - Train: 67.70% [846950/1251000] [677.0/1000.0] [batch_t 0.227 (0.260)] [data_t 0.009] [optim_t 0.218] [lr 0.000731] [CE 4.024 (4.166)] [KD 2.945 (3.087)] 2024-10-14 08:58:13,077 - Train: 67.71% [847000/1251000] [677.1/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000731] [CE 4.098 (4.165)] [KD 3.038 (3.047)] 2024-10-14 08:58:25,671 - Train: 67.71% [847050/1251000] [677.1/1000.0] [batch_t 0.237 (0.252)] [data_t 0.007] [optim_t 0.229] [lr 0.000731] [CE 3.891 (4.102)] [KD 2.808 (2.969)] 2024-10-14 08:58:37,169 - Train: 67.71% [847100/1251000] [677.1/1000.0] [batch_t 0.233 (0.230)] [data_t 0.007] [optim_t 0.225] [lr 0.000731] [CE 3.770 (4.156)] [KD 3.065 (3.033)] 2024-10-14 08:58:49,091 - Train: 67.72% [847150/1251000] [677.2/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.000730] [CE 3.934 (4.172)] [KD 2.920 (3.048)] 2024-10-14 08:59:01,229 - Train: 67.72% [847200/1251000] [677.2/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000730] [CE 4.056 (4.185)] [KD 3.007 (3.055)] 2024-10-14 08:59:13,522 - Train: 67.73% [847250/1251000] [677.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.000730] [CE 3.893 (4.105)] [KD 2.974 (3.041)] 2024-10-14 08:59:25,555 - Train: 67.73% [847300/1251000] [677.3/1000.0] [batch_t 0.219 (0.240)] [data_t 0.007] [optim_t 0.213] [lr 0.000730] [CE 3.980 (4.156)] [KD 2.864 (3.053)] 2024-10-14 08:59:37,508 - Train: 67.73% [847350/1251000] [677.3/1000.0] [batch_t 0.224 (0.239)] [data_t 0.007] [optim_t 0.217] [lr 0.000730] [CE 4.662 (4.165)] [KD 3.094 (3.033)] 2024-10-14 08:59:49,644 - Train: 67.74% [847400/1251000] [677.4/1000.0] [batch_t 0.224 (0.243)] [data_t 0.010] [optim_t 0.215] [lr 0.000730] [CE 3.975 (4.188)] [KD 2.926 (3.072)] 2024-10-14 09:00:01,737 - Train: 67.74% [847450/1251000] [677.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000729] [CE 4.478 (4.256)] [KD 3.112 (3.083)] 2024-10-14 09:00:13,909 - Train: 67.75% [847500/1251000] [677.5/1000.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.000729] [CE 4.453 (4.177)] [KD 3.378 (3.098)] 2024-10-14 09:00:25,663 - Train: 67.75% [847550/1251000] [677.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.011] [optim_t 0.223] [lr 0.000729] [CE 3.950 (4.159)] [KD 2.801 (3.061)] 2024-10-14 09:00:37,962 - Train: 67.75% [847600/1251000] [677.5/1000.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.000729] [CE 4.296 (4.238)] [KD 3.157 (3.106)] 2024-10-14 09:00:50,357 - Train: 67.76% [847650/1251000] [677.6/1000.0] [batch_t 0.216 (0.248)] [data_t 0.008] [optim_t 0.209] [lr 0.000729] [CE 4.476 (4.125)] [KD 3.328 (3.053)] 2024-10-14 09:01:02,150 - Train: 67.76% [847700/1251000] [677.6/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.231] [lr 0.000729] [CE 4.338 (4.127)] [KD 3.180 (3.033)] 2024-10-14 09:01:14,410 - Train: 67.77% [847750/1251000] [677.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000729] [CE 3.618 (4.211)] [KD 2.777 (3.106)] 2024-10-14 09:01:26,423 - Train: 67.77% [847800/1251000] [677.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.000728] [CE 3.854 (4.147)] [KD 3.030 (3.044)] 2024-10-14 09:01:39,045 - Train: 67.77% [847850/1251000] [677.7/1000.0] [batch_t 0.248 (0.252)] [data_t 0.008] [optim_t 0.240] [lr 0.000728] [CE 4.564 (4.277)] [KD 3.142 (3.120)] 2024-10-14 09:01:51,089 - Train: 67.78% [847900/1251000] [677.8/1000.0] [batch_t 0.415 (0.241)] [data_t 0.009] [optim_t 0.406] [lr 0.000728] [CE 4.257 (4.166)] [KD 3.190 (3.101)] 2024-10-14 09:02:02,487 - Train: 67.78% [847950/1251000] [677.8/1000.0] [batch_t 0.240 (0.228)] [data_t 0.007] [optim_t 0.233] [lr 0.000728] [CE 4.034 (4.222)] [KD 3.067 (3.111)] 2024-10-14 09:02:14,923 - Train: 67.79% [848000/1251000] [677.9/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000728] [CE 4.061 (4.119)] [KD 2.938 (3.043)] 2024-10-14 09:02:26,960 - Train: 67.79% [848050/1251000] [677.9/1000.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.000728] [CE 4.508 (4.180)] [KD 3.371 (3.072)] 2024-10-14 09:02:38,898 - Train: 67.79% [848100/1251000] [677.9/1000.0] [batch_t 0.223 (0.239)] [data_t 0.006] [optim_t 0.216] [lr 0.000727] [CE 3.695 (4.118)] [KD 2.774 (3.043)] 2024-10-14 09:02:50,764 - Train: 67.80% [848150/1251000] [678.0/1000.0] [batch_t 0.226 (0.237)] [data_t 0.006] [optim_t 0.219] [lr 0.000727] [CE 3.599 (4.119)] [KD 2.834 (2.999)] 2024-10-14 09:03:05,688 - Test (net): 100.00% [50/50] [batch_t 0.070 (0.161)] [top1_cnt 38402] [top5_cnt 46726] [top_all 50000] 2024-10-14 09:03:05,689 - net: 76.804 (93.452) 2024-10-14 09:03:14,352 - Test (net_E): 100.00% [50/50] [batch_t 0.240 (0.157)] [top1_cnt 39861] [top5_cnt 47407] [top_all 50000] 2024-10-14 09:03:14,352 - net_E: 79.722 (94.814) 2024-10-14 09:03:14,532 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.758 (epoch: 677)] 2024-10-14 09:03:14,533 - ==> Total time: 2 days, 12:25:07 Eta: 1 day, 4:41:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:03:24,056 - Train: 67.80% [848200/1251000] [678.0/1000.0] [batch_t 0.231 (0.277)] [data_t 0.009] [optim_t 0.222] [lr 0.000727] [CE 4.396 (4.128)] [KD 3.220 (3.030)] 2024-10-14 09:03:36,373 - Train: 67.81% [848250/1251000] [678.1/1000.0] [batch_t 0.228 (0.246)] [data_t 0.009] [optim_t 0.219] [lr 0.000727] [CE 4.037 (4.145)] [KD 3.091 (3.034)] 2024-10-14 09:03:48,459 - Train: 67.81% [848300/1251000] [678.1/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.000727] [CE 3.974 (4.187)] [KD 2.938 (3.102)] 2024-10-14 09:03:59,868 - Train: 67.81% [848350/1251000] [678.1/1000.0] [batch_t 0.231 (0.228)] [data_t 0.010] [optim_t 0.222] [lr 0.000727] [CE 4.551 (4.187)] [KD 3.036 (3.079)] 2024-10-14 09:04:11,916 - Train: 67.82% [848400/1251000] [678.2/1000.0] [batch_t 0.230 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.000726] [CE 4.381 (4.182)] [KD 3.280 (3.085)] 2024-10-14 09:04:23,871 - Train: 67.82% [848450/1251000] [678.2/1000.0] [batch_t 0.240 (0.239)] [data_t 0.007] [optim_t 0.233] [lr 0.000726] [CE 4.055 (4.124)] [KD 3.040 (3.012)] 2024-10-14 09:04:35,710 - Train: 67.83% [848500/1251000] [678.3/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.000726] [CE 3.681 (4.090)] [KD 2.998 (3.020)] 2024-10-14 09:04:48,268 - Train: 67.83% [848550/1251000] [678.3/1000.0] [batch_t 0.239 (0.251)] [data_t 0.008] [optim_t 0.231] [lr 0.000726] [CE 4.216 (4.166)] [KD 3.130 (3.052)] 2024-10-14 09:05:00,500 - Train: 67.83% [848600/1251000] [678.3/1000.0] [batch_t 0.215 (0.244)] [data_t 0.010] [optim_t 0.205] [lr 0.000726] [CE 4.558 (4.186)] [KD 3.285 (3.063)] 2024-10-14 09:05:12,107 - Train: 67.84% [848650/1251000] [678.4/1000.0] [batch_t 0.252 (0.232)] [data_t 0.006] [optim_t 0.245] [lr 0.000726] [CE 4.131 (4.168)] [KD 2.891 (3.021)] 2024-10-14 09:05:23,821 - Train: 67.84% [848700/1251000] [678.4/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000726] [CE 4.221 (4.144)] [KD 3.003 (3.022)] 2024-10-14 09:05:35,521 - Train: 67.85% [848750/1251000] [678.5/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.000725] [CE 4.709 (4.243)] [KD 3.471 (3.060)] 2024-10-14 09:05:47,472 - Train: 67.85% [848800/1251000] [678.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000725] [CE 4.448 (4.236)] [KD 3.291 (3.126)] 2024-10-14 09:05:59,838 - Train: 67.85% [848850/1251000] [678.5/1000.0] [batch_t 0.225 (0.247)] [data_t 0.008] [optim_t 0.216] [lr 0.000725] [CE 3.917 (4.137)] [KD 2.986 (3.061)] 2024-10-14 09:06:12,167 - Train: 67.86% [848900/1251000] [678.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000725] [CE 4.415 (4.225)] [KD 3.197 (3.119)] 2024-10-14 09:06:24,079 - Train: 67.86% [848950/1251000] [678.6/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.000725] [CE 4.273 (4.195)] [KD 3.008 (3.120)] 2024-10-14 09:06:36,084 - Train: 67.87% [849000/1251000] [678.7/1000.0] [batch_t 0.244 (0.240)] [data_t 0.008] [optim_t 0.237] [lr 0.000725] [CE 3.848 (4.214)] [KD 2.896 (3.104)] 2024-10-14 09:06:48,029 - Train: 67.87% [849050/1251000] [678.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.000724] [CE 3.669 (4.173)] [KD 2.818 (3.070)] 2024-10-14 09:06:59,691 - Train: 67.87% [849100/1251000] [678.7/1000.0] [batch_t 0.239 (0.233)] [data_t 0.007] [optim_t 0.233] [lr 0.000724] [CE 3.885 (4.229)] [KD 2.951 (3.119)] 2024-10-14 09:07:12,235 - Train: 67.88% [849150/1251000] [678.8/1000.0] [batch_t 0.259 (0.251)] [data_t 0.008] [optim_t 0.252] [lr 0.000724] [CE 4.223 (4.177)] [KD 3.021 (3.073)] 2024-10-14 09:07:24,918 - Train: 67.88% [849200/1251000] [678.8/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000724] [CE 4.151 (4.191)] [KD 3.244 (3.066)] 2024-10-14 09:07:37,113 - Train: 67.89% [849250/1251000] [678.9/1000.0] [batch_t 0.223 (0.244)] [data_t 0.010] [optim_t 0.214] [lr 0.000724] [CE 3.932 (4.156)] [KD 2.950 (3.062)] 2024-10-14 09:07:49,133 - Train: 67.89% [849300/1251000] [678.9/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.000724] [CE 4.016 (4.102)] [KD 3.036 (2.989)] 2024-10-14 09:08:01,365 - Train: 67.89% [849350/1251000] [678.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000723] [CE 4.262 (4.184)] [KD 3.030 (3.054)] 2024-10-14 09:08:13,776 - Train: 67.90% [849400/1251000] [679.0/1000.0] [batch_t 0.230 (0.248)] [data_t 0.010] [optim_t 0.220] [lr 0.000723] [CE 4.046 (4.268)] [KD 2.882 (3.137)] 2024-10-14 09:08:29,836 - Test (net): 100.00% [50/50] [batch_t 0.189 (0.179)] [top1_cnt 38455] [top5_cnt 46740] [top_all 50000] 2024-10-14 09:08:29,837 - net: 76.910 (93.480) 2024-10-14 09:08:38,865 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 39805] [top5_cnt 47408] [top_all 50000] 2024-10-14 09:08:38,866 - net_E: 79.610 (94.816) 2024-10-14 09:08:39,100 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.758 (epoch: 677)] 2024-10-14 09:08:39,101 - ==> Total time: 2 days, 12:30:31 Eta: 1 day, 4:36:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:08:48,502 - Train: 67.90% [849450/1251000] [679.0/1000.0] [batch_t 0.254 (0.287)] [data_t 0.009] [optim_t 0.244] [lr 0.000723] [CE 4.028 (4.134)] [KD 2.923 (3.033)] 2024-10-14 09:09:01,232 - Train: 67.91% [849500/1251000] [679.1/1000.0] [batch_t 0.248 (0.254)] [data_t 0.007] [optim_t 0.241] [lr 0.000723] [CE 4.531 (4.208)] [KD 3.168 (3.057)] 2024-10-14 09:09:14,117 - Train: 67.91% [849550/1251000] [679.1/1000.0] [batch_t 0.479 (0.258)] [data_t 0.008] [optim_t 0.471] [lr 0.000723] [CE 3.858 (4.073)] [KD 2.910 (2.982)] 2024-10-14 09:09:26,028 - Train: 67.91% [849600/1251000] [679.1/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.000723] [CE 3.614 (4.160)] [KD 2.741 (3.038)] 2024-10-14 09:09:37,653 - Train: 67.92% [849650/1251000] [679.2/1000.0] [batch_t 0.231 (0.232)] [data_t 0.007] [optim_t 0.224] [lr 0.000723] [CE 4.064 (4.240)] [KD 2.846 (3.071)] 2024-10-14 09:09:50,196 - Train: 67.92% [849700/1251000] [679.2/1000.0] [batch_t 0.231 (0.251)] [data_t 0.010] [optim_t 0.220] [lr 0.000722] [CE 4.331 (4.161)] [KD 3.036 (3.045)] 2024-10-14 09:10:02,053 - Train: 67.93% [849750/1251000] [679.3/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.000722] [CE 4.024 (4.162)] [KD 2.822 (3.040)] 2024-10-14 09:10:13,782 - Train: 67.93% [849800/1251000] [679.3/1000.0] [batch_t 0.260 (0.234)] [data_t 0.010] [optim_t 0.249] [lr 0.000722] [CE 4.192 (4.139)] [KD 3.014 (3.007)] 2024-10-14 09:10:25,612 - Train: 67.93% [849850/1251000] [679.3/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.000722] [CE 4.189 (4.152)] [KD 3.111 (3.027)] 2024-10-14 09:10:37,926 - Train: 67.94% [849900/1251000] [679.4/1000.0] [batch_t 0.219 (0.246)] [data_t 0.010] [optim_t 0.209] [lr 0.000722] [CE 3.844 (4.224)] [KD 2.969 (3.109)] 2024-10-14 09:10:49,706 - Train: 67.94% [849950/1251000] [679.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000722] [CE 4.377 (4.111)] [KD 3.214 (3.008)] 2024-10-14 09:11:01,484 - Train: 67.95% [850000/1251000] [679.5/1000.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.000721] [CE 4.242 (4.163)] [KD 3.116 (3.061)] 2024-10-14 09:11:13,349 - Train: 67.95% [850050/1251000] [679.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.008] [optim_t 0.224] [lr 0.000721] [CE 3.855 (4.097)] [KD 2.811 (3.035)] 2024-10-14 09:11:25,431 - Train: 67.95% [850100/1251000] [679.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000721] [CE 4.512 (4.187)] [KD 3.274 (3.062)] 2024-10-14 09:11:37,647 - Train: 67.96% [850150/1251000] [679.6/1000.0] [batch_t 0.220 (0.244)] [data_t 0.010] [optim_t 0.210] [lr 0.000721] [CE 4.103 (4.193)] [KD 3.041 (3.026)] 2024-10-14 09:11:49,115 - Train: 67.96% [850200/1251000] [679.6/1000.0] [batch_t 0.244 (0.229)] [data_t 0.009] [optim_t 0.235] [lr 0.000721] [CE 3.986 (4.137)] [KD 2.914 (3.040)] 2024-10-14 09:12:01,235 - Train: 67.97% [850250/1251000] [679.7/1000.0] [batch_t 0.251 (0.242)] [data_t 0.007] [optim_t 0.244] [lr 0.000721] [CE 4.655 (4.175)] [KD 3.381 (3.051)] 2024-10-14 09:12:14,317 - Train: 67.97% [850300/1251000] [679.7/1000.0] [batch_t 0.225 (0.261)] [data_t 0.007] [optim_t 0.218] [lr 0.000720] [CE 4.009 (4.176)] [KD 3.145 (3.085)] 2024-10-14 09:12:26,374 - Train: 67.97% [850350/1251000] [679.7/1000.0] [batch_t 0.261 (0.241)] [data_t 0.009] [optim_t 0.252] [lr 0.000720] [CE 3.889 (4.176)] [KD 2.757 (3.111)] 2024-10-14 09:12:38,175 - Train: 67.98% [850400/1251000] [679.8/1000.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.000720] [CE 4.387 (4.180)] [KD 3.109 (3.046)] 2024-10-14 09:12:50,291 - Train: 67.98% [850450/1251000] [679.8/1000.0] [batch_t 0.411 (0.242)] [data_t 0.009] [optim_t 0.402] [lr 0.000720] [CE 4.711 (4.141)] [KD 3.395 (3.049)] 2024-10-14 09:13:02,459 - Train: 67.99% [850500/1251000] [679.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.000720] [CE 4.056 (4.159)] [KD 3.015 (3.069)] 2024-10-14 09:13:14,837 - Train: 67.99% [850550/1251000] [679.9/1000.0] [batch_t 0.230 (0.247)] [data_t 0.007] [optim_t 0.223] [lr 0.000720] [CE 3.910 (4.183)] [KD 2.913 (3.058)] 2024-10-14 09:13:27,007 - Train: 67.99% [850600/1251000] [679.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.010] [optim_t 0.226] [lr 0.000720] [CE 4.171 (4.133)] [KD 2.853 (3.065)] 2024-10-14 09:13:39,134 - Train: 68.00% [850650/1251000] [680.0/1000.0] [batch_t 0.237 (0.242)] [data_t 0.011] [optim_t 0.227] [lr 0.000719] [CE 4.467 (4.129)] [KD 3.206 (3.024)] 2024-10-14 09:13:55,398 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 38569] [top5_cnt 46769] [top_all 50000] 2024-10-14 09:13:55,399 - net: 77.138 (93.538) 2024-10-14 09:14:04,151 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.160)] [top1_cnt 39846] [top5_cnt 47417] [top_all 50000] 2024-10-14 09:14:04,152 - net_E: 79.692 (94.834) 2024-10-14 09:14:04,376 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.758 (epoch: 677)] 2024-10-14 09:14:04,377 - ==> Total time: 2 days, 12:35:57 Eta: 1 day, 4:31:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:14:13,678 - Train: 68.00% [850700/1251000] [680.0/1000.0] [batch_t 0.221 (0.253)] [data_t 0.007] [optim_t 0.214] [lr 0.000719] [CE 4.017 (4.211)] [KD 2.829 (3.008)] 2024-10-14 09:14:25,991 - Train: 68.01% [850750/1251000] [680.1/1000.0] [batch_t 0.226 (0.246)] [data_t 0.008] [optim_t 0.218] [lr 0.000719] [CE 3.893 (4.170)] [KD 2.878 (3.008)] 2024-10-14 09:14:38,115 - Train: 68.01% [850800/1251000] [680.1/1000.0] [batch_t 0.257 (0.242)] [data_t 0.009] [optim_t 0.248] [lr 0.000719] [CE 4.173 (4.155)] [KD 3.183 (3.061)] 2024-10-14 09:14:50,024 - Train: 68.01% [850850/1251000] [680.1/1000.0] [batch_t 0.236 (0.238)] [data_t 0.010] [optim_t 0.226] [lr 0.000719] [CE 4.682 (4.132)] [KD 2.886 (3.003)] 2024-10-14 09:15:01,368 - Train: 68.02% [850900/1251000] [680.2/1000.0] [batch_t 0.226 (0.227)] [data_t 0.009] [optim_t 0.217] [lr 0.000719] [CE 3.817 (4.181)] [KD 2.987 (3.044)] 2024-10-14 09:15:13,538 - Train: 68.02% [850950/1251000] [680.2/1000.0] [batch_t 0.475 (0.243)] [data_t 0.008] [optim_t 0.467] [lr 0.000718] [CE 3.802 (4.138)] [KD 2.925 (3.048)] 2024-10-14 09:15:25,372 - Train: 68.03% [851000/1251000] [680.3/1000.0] [batch_t 0.227 (0.237)] [data_t 0.008] [optim_t 0.218] [lr 0.000718] [CE 4.095 (4.161)] [KD 3.067 (3.053)] 2024-10-14 09:15:37,216 - Train: 68.03% [851050/1251000] [680.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000718] [CE 4.228 (4.197)] [KD 3.108 (3.012)] 2024-10-14 09:15:49,292 - Train: 68.03% [851100/1251000] [680.3/1000.0] [batch_t 0.259 (0.241)] [data_t 0.009] [optim_t 0.250] [lr 0.000718] [CE 3.970 (4.211)] [KD 3.140 (3.057)] 2024-10-14 09:16:00,912 - Train: 68.04% [851150/1251000] [680.4/1000.0] [batch_t 0.228 (0.232)] [data_t 0.009] [optim_t 0.219] [lr 0.000718] [CE 3.947 (4.140)] [KD 2.962 (3.022)] 2024-10-14 09:16:12,731 - Train: 68.04% [851200/1251000] [680.4/1000.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.000718] [CE 4.151 (4.177)] [KD 3.284 (3.059)] 2024-10-14 09:16:25,191 - Train: 68.05% [851250/1251000] [680.5/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.000718] [CE 4.557 (4.192)] [KD 3.478 (3.051)] 2024-10-14 09:16:37,124 - Train: 68.05% [851300/1251000] [680.5/1000.0] [batch_t 0.235 (0.238)] [data_t 0.007] [optim_t 0.228] [lr 0.000717] [CE 4.467 (4.203)] [KD 3.120 (3.073)] 2024-10-14 09:16:48,708 - Train: 68.05% [851350/1251000] [680.5/1000.0] [batch_t 0.227 (0.231)] [data_t 0.010] [optim_t 0.217] [lr 0.000717] [CE 4.256 (4.185)] [KD 3.208 (3.068)] 2024-10-14 09:17:00,807 - Train: 68.06% [851400/1251000] [680.6/1000.0] [batch_t 0.219 (0.242)] [data_t 0.008] [optim_t 0.211] [lr 0.000717] [CE 4.153 (4.181)] [KD 3.011 (3.041)] 2024-10-14 09:17:12,832 - Train: 68.06% [851450/1251000] [680.6/1000.0] [batch_t 0.218 (0.240)] [data_t 0.007] [optim_t 0.211] [lr 0.000717] [CE 4.186 (4.172)] [KD 3.028 (3.055)] 2024-10-14 09:17:24,709 - Train: 68.07% [851500/1251000] [680.7/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.000717] [CE 4.462 (4.206)] [KD 3.234 (3.016)] 2024-10-14 09:17:36,696 - Train: 68.07% [851550/1251000] [680.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.227] [lr 0.000717] [CE 4.414 (4.162)] [KD 3.157 (3.016)] 2024-10-14 09:17:48,718 - Train: 68.07% [851600/1251000] [680.7/1000.0] [batch_t 0.226 (0.240)] [data_t 0.008] [optim_t 0.219] [lr 0.000716] [CE 4.536 (4.131)] [KD 2.970 (2.969)] 2024-10-14 09:18:00,320 - Train: 68.08% [851650/1251000] [680.8/1000.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.000716] [CE 3.774 (4.119)] [KD 2.884 (3.012)] 2024-10-14 09:18:12,256 - Train: 68.08% [851700/1251000] [680.8/1000.0] [batch_t 0.230 (0.239)] [data_t 0.011] [optim_t 0.219] [lr 0.000716] [CE 4.345 (4.151)] [KD 3.186 (3.054)] 2024-10-14 09:18:24,196 - Train: 68.09% [851750/1251000] [680.9/1000.0] [batch_t 0.244 (0.239)] [data_t 0.008] [optim_t 0.236] [lr 0.000716] [CE 4.008 (4.127)] [KD 3.091 (3.062)] 2024-10-14 09:18:35,772 - Train: 68.09% [851800/1251000] [680.9/1000.0] [batch_t 0.238 (0.231)] [data_t 0.006] [optim_t 0.231] [lr 0.000716] [CE 3.867 (4.165)] [KD 2.954 (3.030)] 2024-10-14 09:18:48,309 - Train: 68.09% [851850/1251000] [680.9/1000.0] [batch_t 0.216 (0.251)] [data_t 0.008] [optim_t 0.207] [lr 0.000716] [CE 3.606 (4.184)] [KD 2.622 (3.061)] 2024-10-14 09:18:59,992 - Train: 68.10% [851900/1251000] [681.0/1000.0] [batch_t 0.237 (0.233)] [data_t 0.007] [optim_t 0.230] [lr 0.000715] [CE 4.060 (4.230)] [KD 3.128 (3.082)] 2024-10-14 09:19:15,458 - Test (net): 100.00% [50/50] [batch_t 0.202 (0.159)] [top1_cnt 38396] [top5_cnt 46813] [top_all 50000] 2024-10-14 09:19:15,459 - net: 76.792 (93.626) 2024-10-14 09:19:23,968 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.154)] [top1_cnt 39850] [top5_cnt 47412] [top_all 50000] 2024-10-14 09:19:23,969 - net_E: 79.700 (94.824) 2024-10-14 09:19:24,182 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.758 (epoch: 677)] 2024-10-14 09:19:24,183 - ==> Total time: 2 days, 12:41:16 Eta: 1 day, 4:25:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:19:32,473 - Train: 68.10% [851950/1251000] [681.0/1000.0] [batch_t 0.255 (0.275)] [data_t 0.007] [optim_t 0.248] [lr 0.000715] [CE 3.914 (4.122)] [KD 3.009 (3.032)] 2024-10-14 09:19:44,295 - Train: 68.11% [852000/1251000] [681.1/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.219] [lr 0.000715] [CE 4.321 (4.169)] [KD 3.048 (3.025)] 2024-10-14 09:19:56,314 - Train: 68.11% [852050/1251000] [681.1/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.000715] [CE 3.708 (4.139)] [KD 2.702 (3.022)] 2024-10-14 09:20:08,715 - Train: 68.11% [852100/1251000] [681.1/1000.0] [batch_t 0.217 (0.248)] [data_t 0.009] [optim_t 0.208] [lr 0.000715] [CE 4.542 (4.207)] [KD 3.259 (3.064)] 2024-10-14 09:20:20,091 - Train: 68.12% [852150/1251000] [681.2/1000.0] [batch_t 0.236 (0.227)] [data_t 0.010] [optim_t 0.226] [lr 0.000715] [CE 4.187 (4.163)] [KD 2.858 (3.058)] 2024-10-14 09:20:31,923 - Train: 68.12% [852200/1251000] [681.2/1000.0] [batch_t 0.222 (0.236)] [data_t 0.007] [optim_t 0.215] [lr 0.000715] [CE 4.279 (4.145)] [KD 3.239 (3.001)] 2024-10-14 09:20:43,573 - Train: 68.13% [852250/1251000] [681.3/1000.0] [batch_t 0.231 (0.233)] [data_t 0.010] [optim_t 0.221] [lr 0.000714] [CE 4.081 (4.166)] [KD 2.914 (3.027)] 2024-10-14 09:20:55,804 - Train: 68.13% [852300/1251000] [681.3/1000.0] [batch_t 0.251 (0.244)] [data_t 0.009] [optim_t 0.242] [lr 0.000714] [CE 4.125 (4.164)] [KD 2.783 (3.036)] 2024-10-14 09:21:07,372 - Train: 68.13% [852350/1251000] [681.3/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.214] [lr 0.000714] [CE 3.974 (4.159)] [KD 3.110 (3.049)] 2024-10-14 09:21:19,670 - Train: 68.14% [852400/1251000] [681.4/1000.0] [batch_t 0.474 (0.246)] [data_t 0.009] [optim_t 0.465] [lr 0.000714] [CE 4.173 (4.132)] [KD 2.998 (3.024)] 2024-10-14 09:21:31,026 - Train: 68.14% [852450/1251000] [681.4/1000.0] [batch_t 0.222 (0.227)] [data_t 0.009] [optim_t 0.213] [lr 0.000714] [CE 3.447 (4.192)] [KD 2.777 (3.079)] 2024-10-14 09:21:43,200 - Train: 68.15% [852500/1251000] [681.5/1000.0] [batch_t 0.223 (0.243)] [data_t 0.009] [optim_t 0.215] [lr 0.000714] [CE 3.706 (4.226)] [KD 2.868 (3.059)] 2024-10-14 09:21:54,422 - Train: 68.15% [852550/1251000] [681.5/1000.0] [batch_t 0.216 (0.224)] [data_t 0.007] [optim_t 0.209] [lr 0.000713] [CE 3.973 (4.214)] [KD 3.023 (3.077)] 2024-10-14 09:22:05,675 - Train: 68.15% [852600/1251000] [681.5/1000.0] [batch_t 0.232 (0.225)] [data_t 0.009] [optim_t 0.223] [lr 0.000713] [CE 4.652 (4.166)] [KD 3.322 (3.024)] 2024-10-14 09:22:17,328 - Train: 68.16% [852650/1251000] [681.6/1000.0] [batch_t 0.220 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.000713] [CE 4.583 (4.222)] [KD 3.354 (3.086)] 2024-10-14 09:22:29,528 - Train: 68.16% [852700/1251000] [681.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000713] [CE 4.131 (4.188)] [KD 3.061 (3.044)] 2024-10-14 09:22:41,023 - Train: 68.17% [852750/1251000] [681.7/1000.0] [batch_t 0.225 (0.230)] [data_t 0.007] [optim_t 0.218] [lr 0.000713] [CE 4.525 (4.118)] [KD 3.207 (3.004)] 2024-10-14 09:22:52,434 - Train: 68.17% [852800/1251000] [681.7/1000.0] [batch_t 0.222 (0.228)] [data_t 0.009] [optim_t 0.213] [lr 0.000713] [CE 3.762 (4.175)] [KD 2.810 (3.011)] 2024-10-14 09:23:04,207 - Train: 68.17% [852850/1251000] [681.7/1000.0] [batch_t 0.227 (0.235)] [data_t 0.010] [optim_t 0.216] [lr 0.000712] [CE 4.104 (4.128)] [KD 3.142 (3.015)] 2024-10-14 09:23:16,129 - Train: 68.18% [852900/1251000] [681.8/1000.0] [batch_t 0.220 (0.238)] [data_t 0.007] [optim_t 0.213] [lr 0.000712] [CE 4.507 (4.142)] [KD 3.171 (3.000)] 2024-10-14 09:23:27,541 - Train: 68.18% [852950/1251000] [681.8/1000.0] [batch_t 0.220 (0.228)] [data_t 0.009] [optim_t 0.211] [lr 0.000712] [CE 4.579 (4.273)] [KD 3.196 (3.070)] 2024-10-14 09:23:39,135 - Train: 68.19% [853000/1251000] [681.9/1000.0] [batch_t 0.222 (0.232)] [data_t 0.010] [optim_t 0.212] [lr 0.000712] [CE 3.947 (4.226)] [KD 2.950 (3.042)] 2024-10-14 09:23:51,361 - Train: 68.19% [853050/1251000] [681.9/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.000712] [CE 4.614 (4.169)] [KD 3.348 (3.073)] 2024-10-14 09:24:03,644 - Train: 68.19% [853100/1251000] [681.9/1000.0] [batch_t 0.222 (0.245)] [data_t 0.008] [optim_t 0.215] [lr 0.000712] [CE 4.039 (4.215)] [KD 2.837 (3.063)] 2024-10-14 09:24:15,432 - Train: 68.20% [853150/1251000] [682.0/1000.0] [batch_t 0.222 (0.236)] [data_t 0.008] [optim_t 0.215] [lr 0.000712] [CE 4.415 (4.194)] [KD 3.354 (3.034)] 2024-10-14 09:24:31,172 - Test (net): 100.00% [50/50] [batch_t 0.512 (0.162)] [top1_cnt 38512] [top5_cnt 46792] [top_all 50000] 2024-10-14 09:24:31,172 - net: 77.024 (93.584) 2024-10-14 09:24:39,602 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.152)] [top1_cnt 39858] [top5_cnt 47407] [top_all 50000] 2024-10-14 09:24:39,603 - net_E: 79.716 (94.814) 2024-10-14 09:24:39,808 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.758 (epoch: 677)] 2024-10-14 09:24:39,809 - ==> Total time: 2 days, 12:46:32 Eta: 1 day, 4:20:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:24:47,912 - Train: 68.20% [853200/1251000] [682.0/1000.0] [batch_t 0.229 (0.267)] [data_t 0.006] [optim_t 0.222] [lr 0.000711] [CE 3.931 (4.109)] [KD 2.910 (2.997)] 2024-10-14 09:24:59,932 - Train: 68.21% [853250/1251000] [682.1/1000.0] [batch_t 0.231 (0.240)] [data_t 0.008] [optim_t 0.223] [lr 0.000711] [CE 3.181 (4.200)] [KD 2.563 (3.050)] 2024-10-14 09:25:12,277 - Train: 68.21% [853300/1251000] [682.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000711] [CE 4.463 (4.169)] [KD 3.230 (3.025)] 2024-10-14 09:25:24,125 - Train: 68.21% [853350/1251000] [682.1/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.227] [lr 0.000711] [CE 3.795 (4.114)] [KD 2.849 (2.983)] 2024-10-14 09:25:36,293 - Train: 68.22% [853400/1251000] [682.2/1000.0] [batch_t 0.230 (0.243)] [data_t 0.006] [optim_t 0.224] [lr 0.000711] [CE 4.207 (4.133)] [KD 3.282 (3.042)] 2024-10-14 09:25:48,291 - Train: 68.22% [853450/1251000] [682.2/1000.0] [batch_t 0.242 (0.240)] [data_t 0.006] [optim_t 0.236] [lr 0.000711] [CE 3.971 (4.213)] [KD 3.042 (3.053)] 2024-10-14 09:26:00,317 - Train: 68.23% [853500/1251000] [682.3/1000.0] [batch_t 0.239 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.000710] [CE 4.077 (4.246)] [KD 2.897 (3.036)] 2024-10-14 09:26:12,578 - Train: 68.23% [853550/1251000] [682.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.007] [optim_t 0.227] [lr 0.000710] [CE 3.804 (4.144)] [KD 2.941 (2.977)] 2024-10-14 09:26:24,199 - Train: 68.23% [853600/1251000] [682.3/1000.0] [batch_t 0.270 (0.232)] [data_t 0.008] [optim_t 0.263] [lr 0.000710] [CE 4.138 (4.169)] [KD 3.198 (3.029)] 2024-10-14 09:26:36,264 - Train: 68.24% [853650/1251000] [682.4/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.000710] [CE 4.582 (4.195)] [KD 3.198 (3.082)] 2024-10-14 09:26:49,009 - Train: 68.24% [853700/1251000] [682.4/1000.0] [batch_t 0.405 (0.255)] [data_t 0.006] [optim_t 0.399] [lr 0.000710] [CE 3.852 (4.188)] [KD 2.833 (3.040)] 2024-10-14 09:27:00,720 - Train: 68.25% [853750/1251000] [682.5/1000.0] [batch_t 0.231 (0.234)] [data_t 0.006] [optim_t 0.224] [lr 0.000710] [CE 3.845 (4.137)] [KD 2.739 (3.003)] 2024-10-14 09:27:12,373 - Train: 68.25% [853800/1251000] [682.5/1000.0] [batch_t 0.221 (0.233)] [data_t 0.008] [optim_t 0.214] [lr 0.000710] [CE 4.213 (4.216)] [KD 2.908 (3.027)] 2024-10-14 09:27:24,092 - Train: 68.25% [853850/1251000] [682.5/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000709] [CE 4.052 (4.214)] [KD 3.004 (3.018)] 2024-10-14 09:27:36,775 - Train: 68.26% [853900/1251000] [682.6/1000.0] [batch_t 0.239 (0.253)] [data_t 0.008] [optim_t 0.231] [lr 0.000709] [CE 4.458 (4.177)] [KD 3.267 (3.050)] 2024-10-14 09:27:48,585 - Train: 68.26% [853950/1251000] [682.6/1000.0] [batch_t 0.229 (0.236)] [data_t 0.007] [optim_t 0.222] [lr 0.000709] [CE 4.160 (4.197)] [KD 3.179 (3.042)] 2024-10-14 09:28:00,680 - Train: 68.27% [854000/1251000] [682.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.006] [optim_t 0.226] [lr 0.000709] [CE 3.665 (4.129)] [KD 2.771 (2.985)] 2024-10-14 09:28:12,649 - Train: 68.27% [854050/1251000] [682.7/1000.0] [batch_t 0.223 (0.239)] [data_t 0.008] [optim_t 0.215] [lr 0.000709] [CE 4.505 (4.177)] [KD 3.178 (3.057)] 2024-10-14 09:28:24,813 - Train: 68.27% [854100/1251000] [682.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.000709] [CE 4.650 (4.163)] [KD 3.408 (3.054)] 2024-10-14 09:28:36,549 - Train: 68.28% [854150/1251000] [682.8/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.000708] [CE 4.095 (4.165)] [KD 2.981 (3.019)] 2024-10-14 09:28:48,585 - Train: 68.28% [854200/1251000] [682.8/1000.0] [batch_t 0.227 (0.241)] [data_t 0.007] [optim_t 0.220] [lr 0.000708] [CE 4.173 (4.170)] [KD 3.171 (3.044)] 2024-10-14 09:29:00,458 - Train: 68.29% [854250/1251000] [682.9/1000.0] [batch_t 0.229 (0.237)] [data_t 0.006] [optim_t 0.222] [lr 0.000708] [CE 4.840 (4.182)] [KD 3.285 (3.051)] 2024-10-14 09:29:12,809 - Train: 68.29% [854300/1251000] [682.9/1000.0] [batch_t 0.251 (0.247)] [data_t 0.009] [optim_t 0.242] [lr 0.000708] [CE 4.330 (4.205)] [KD 3.076 (3.053)] 2024-10-14 09:29:24,974 - Train: 68.29% [854350/1251000] [682.9/1000.0] [batch_t 0.219 (0.243)] [data_t 0.008] [optim_t 0.212] [lr 0.000708] [CE 4.310 (4.209)] [KD 3.302 (3.065)] 2024-10-14 09:29:36,598 - Train: 68.30% [854400/1251000] [683.0/1000.0] [batch_t 0.228 (0.232)] [data_t 0.009] [optim_t 0.219] [lr 0.000708] [CE 3.693 (4.139)] [KD 2.811 (3.045)] 2024-10-14 09:29:52,597 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.153)] [top1_cnt 38545] [top5_cnt 46795] [top_all 50000] 2024-10-14 09:29:52,597 - net: 77.090 (93.590) 2024-10-14 09:30:01,700 - Test (net_E): 100.00% [50/50] [batch_t 0.513 (0.167)] [top1_cnt 39876] [top5_cnt 47415] [top_all 50000] 2024-10-14 09:30:01,701 - net_E: 79.752 (94.830) 2024-10-14 09:30:01,915 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.758 (epoch: 677)] 2024-10-14 09:30:01,916 - ==> Total time: 2 days, 12:51:54 Eta: 1 day, 4:14:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:30:12,811 - Train: 68.30% [854450/1251000] [683.0/1000.0] [batch_t 0.249 (0.267)] [data_t 0.008] [optim_t 0.241] [lr 0.000707] [CE 3.629 (4.136)] [KD 2.644 (3.010)] 2024-10-14 09:30:25,039 - Train: 68.31% [854500/1251000] [683.1/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.000707] [CE 4.126 (4.197)] [KD 2.875 (3.055)] 2024-10-14 09:30:36,857 - Train: 68.31% [854550/1251000] [683.1/1000.0] [batch_t 0.239 (0.236)] [data_t 0.010] [optim_t 0.230] [lr 0.000707] [CE 3.773 (4.168)] [KD 2.907 (3.010)] 2024-10-14 09:30:48,748 - Train: 68.31% [854600/1251000] [683.1/1000.0] [batch_t 0.238 (0.238)] [data_t 0.007] [optim_t 0.231] [lr 0.000707] [CE 4.138 (4.158)] [KD 3.165 (3.041)] 2024-10-14 09:31:00,489 - Train: 68.32% [854650/1251000] [683.2/1000.0] [batch_t 0.246 (0.235)] [data_t 0.009] [optim_t 0.238] [lr 0.000707] [CE 3.922 (4.131)] [KD 2.872 (3.039)] 2024-10-14 09:31:12,199 - Train: 68.32% [854700/1251000] [683.2/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.000707] [CE 4.188 (4.251)] [KD 2.836 (3.057)] 2024-10-14 09:31:24,480 - Train: 68.33% [854750/1251000] [683.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000707] [CE 4.203 (4.092)] [KD 3.065 (3.026)] 2024-10-14 09:31:35,927 - Train: 68.33% [854800/1251000] [683.3/1000.0] [batch_t 0.238 (0.229)] [data_t 0.010] [optim_t 0.228] [lr 0.000706] [CE 3.751 (4.109)] [KD 2.809 (3.000)] 2024-10-14 09:31:48,068 - Train: 68.33% [854850/1251000] [683.3/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.000706] [CE 4.233 (4.229)] [KD 3.019 (3.052)] 2024-10-14 09:31:59,961 - Train: 68.34% [854900/1251000] [683.4/1000.0] [batch_t 0.225 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.000706] [CE 4.345 (4.200)] [KD 3.138 (3.031)] 2024-10-14 09:32:12,019 - Train: 68.34% [854950/1251000] [683.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.007] [optim_t 0.228] [lr 0.000706] [CE 4.061 (4.141)] [KD 2.836 (2.990)] 2024-10-14 09:32:23,824 - Train: 68.35% [855000/1251000] [683.5/1000.0] [batch_t 0.229 (0.236)] [data_t 0.010] [optim_t 0.219] [lr 0.000706] [CE 4.513 (4.165)] [KD 3.130 (3.004)] 2024-10-14 09:32:36,265 - Train: 68.35% [855050/1251000] [683.5/1000.0] [batch_t 0.225 (0.249)] [data_t 0.007] [optim_t 0.219] [lr 0.000706] [CE 3.641 (4.129)] [KD 2.682 (2.996)] 2024-10-14 09:32:48,081 - Train: 68.35% [855100/1251000] [683.5/1000.0] [batch_t 0.218 (0.236)] [data_t 0.007] [optim_t 0.211] [lr 0.000705] [CE 4.505 (4.055)] [KD 3.415 (2.972)] 2024-10-14 09:33:00,324 - Train: 68.36% [855150/1251000] [683.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.000705] [CE 4.129 (4.106)] [KD 3.028 (3.011)] 2024-10-14 09:33:12,593 - Train: 68.36% [855200/1251000] [683.6/1000.0] [batch_t 0.222 (0.245)] [data_t 0.009] [optim_t 0.214] [lr 0.000705] [CE 4.313 (4.162)] [KD 3.242 (3.034)] 2024-10-14 09:33:24,309 - Train: 68.37% [855250/1251000] [683.7/1000.0] [batch_t 0.219 (0.234)] [data_t 0.007] [optim_t 0.211] [lr 0.000705] [CE 3.699 (4.172)] [KD 2.811 (3.011)] 2024-10-14 09:33:36,007 - Train: 68.37% [855300/1251000] [683.7/1000.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.000705] [CE 4.439 (4.122)] [KD 3.306 (3.021)] 2024-10-14 09:33:48,396 - Train: 68.37% [855350/1251000] [683.7/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000705] [CE 4.022 (4.183)] [KD 3.084 (3.038)] 2024-10-14 09:34:00,031 - Train: 68.38% [855400/1251000] [683.8/1000.0] [batch_t 0.250 (0.232)] [data_t 0.010] [optim_t 0.240] [lr 0.000704] [CE 3.908 (4.200)] [KD 2.923 (3.077)] 2024-10-14 09:34:11,828 - Train: 68.38% [855450/1251000] [683.8/1000.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.000704] [CE 4.058 (4.163)] [KD 2.838 (3.023)] 2024-10-14 09:34:24,014 - Train: 68.39% [855500/1251000] [683.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.008] [optim_t 0.226] [lr 0.000704] [CE 4.425 (4.169)] [KD 3.206 (3.048)] 2024-10-14 09:34:35,415 - Train: 68.39% [855550/1251000] [683.9/1000.0] [batch_t 0.221 (0.228)] [data_t 0.008] [optim_t 0.213] [lr 0.000704] [CE 4.304 (4.087)] [KD 3.144 (2.987)] 2024-10-14 09:34:46,657 - Train: 68.39% [855600/1251000] [683.9/1000.0] [batch_t 0.226 (0.225)] [data_t 0.010] [optim_t 0.216] [lr 0.000704] [CE 3.842 (4.166)] [KD 2.652 (3.028)] 2024-10-14 09:34:58,356 - Train: 68.40% [855650/1251000] [684.0/1000.0] [batch_t 0.228 (0.234)] [data_t 0.006] [optim_t 0.221] [lr 0.000704] [CE 4.209 (4.110)] [KD 3.086 (3.065)] 2024-10-14 09:35:14,069 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.155)] [top1_cnt 38399] [top5_cnt 46635] [top_all 50000] 2024-10-14 09:35:14,070 - net: 76.798 (93.270) 2024-10-14 09:35:22,683 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.155)] [top1_cnt 39890] [top5_cnt 47426] [top_all 50000] 2024-10-14 09:35:22,684 - net_E: 79.780 (94.852) 2024-10-14 09:35:22,872 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.780 (epoch: 684)] 2024-10-14 09:35:22,873 - ==> Total time: 2 days, 12:57:15 Eta: 1 day, 4:09:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:35:39,280 - Train: 68.40% [855700/1251000] [684.0/1000.0] [batch_t 0.237 (0.275)] [data_t 0.010] [optim_t 0.228] [lr 0.000704] [CE 3.980 (4.117)] [KD 3.033 (3.079)] 2024-10-14 09:35:50,906 - Train: 68.41% [855750/1251000] [684.1/1000.0] [batch_t 0.225 (0.232)] [data_t 0.006] [optim_t 0.218] [lr 0.000703] [CE 3.560 (4.078)] [KD 2.837 (2.961)] 2024-10-14 09:36:03,496 - Train: 68.41% [855800/1251000] [684.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.000703] [CE 4.102 (4.225)] [KD 3.083 (3.085)] 2024-10-14 09:36:15,284 - Train: 68.41% [855850/1251000] [684.1/1000.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.000703] [CE 4.332 (4.153)] [KD 3.140 (3.034)] 2024-10-14 09:36:27,219 - Train: 68.42% [855900/1251000] [684.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.000703] [CE 4.605 (4.194)] [KD 3.291 (3.043)] 2024-10-14 09:36:39,219 - Train: 68.42% [855950/1251000] [684.2/1000.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.000703] [CE 4.442 (4.161)] [KD 3.168 (2.975)] 2024-10-14 09:36:50,995 - Train: 68.43% [856000/1251000] [684.3/1000.0] [batch_t 0.223 (0.235)] [data_t 0.008] [optim_t 0.215] [lr 0.000703] [CE 4.837 (4.105)] [KD 3.370 (3.012)] 2024-10-14 09:37:03,032 - Train: 68.43% [856050/1251000] [684.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.008] [optim_t 0.232] [lr 0.000702] [CE 3.903 (4.102)] [KD 2.867 (2.962)] 2024-10-14 09:37:15,060 - Train: 68.43% [856100/1251000] [684.3/1000.0] [batch_t 0.222 (0.240)] [data_t 0.006] [optim_t 0.216] [lr 0.000702] [CE 4.820 (4.219)] [KD 3.186 (3.046)] 2024-10-14 09:37:26,815 - Train: 68.44% [856150/1251000] [684.4/1000.0] [batch_t 0.224 (0.235)] [data_t 0.007] [optim_t 0.217] [lr 0.000702] [CE 3.824 (4.193)] [KD 3.011 (3.053)] 2024-10-14 09:37:38,960 - Train: 68.44% [856200/1251000] [684.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.000702] [CE 4.416 (4.094)] [KD 3.239 (2.982)] 2024-10-14 09:37:51,025 - Train: 68.45% [856250/1251000] [684.5/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000702] [CE 4.056 (4.207)] [KD 2.855 (3.063)] 2024-10-14 09:38:02,808 - Train: 68.45% [856300/1251000] [684.5/1000.0] [batch_t 0.249 (0.235)] [data_t 0.008] [optim_t 0.241] [lr 0.000702] [CE 4.301 (4.165)] [KD 3.079 (3.032)] 2024-10-14 09:38:14,994 - Train: 68.45% [856350/1251000] [684.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.000702] [CE 4.490 (4.111)] [KD 3.366 (2.974)] 2024-10-14 09:38:27,512 - Train: 68.46% [856400/1251000] [684.6/1000.0] [batch_t 0.230 (0.250)] [data_t 0.008] [optim_t 0.223] [lr 0.000701] [CE 4.259 (4.241)] [KD 2.851 (3.063)] 2024-10-14 09:38:39,450 - Train: 68.46% [856450/1251000] [684.6/1000.0] [batch_t 0.252 (0.239)] [data_t 0.008] [optim_t 0.244] [lr 0.000701] [CE 4.251 (4.233)] [KD 2.990 (3.058)] 2024-10-14 09:38:51,518 - Train: 68.47% [856500/1251000] [684.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.007] [optim_t 0.233] [lr 0.000701] [CE 3.898 (4.111)] [KD 2.791 (2.962)] 2024-10-14 09:39:03,270 - Train: 68.47% [856550/1251000] [684.7/1000.0] [batch_t 0.231 (0.235)] [data_t 0.007] [optim_t 0.224] [lr 0.000701] [CE 4.284 (4.166)] [KD 2.853 (3.013)] 2024-10-14 09:39:15,279 - Train: 68.47% [856600/1251000] [684.7/1000.0] [batch_t 0.222 (0.240)] [data_t 0.008] [optim_t 0.213] [lr 0.000701] [CE 4.057 (4.110)] [KD 2.840 (2.957)] 2024-10-14 09:39:27,160 - Train: 68.48% [856650/1251000] [684.8/1000.0] [batch_t 0.218 (0.237)] [data_t 0.008] [optim_t 0.210] [lr 0.000701] [CE 4.395 (4.185)] [KD 3.096 (3.059)] 2024-10-14 09:39:39,524 - Train: 68.48% [856700/1251000] [684.8/1000.0] [batch_t 0.227 (0.247)] [data_t 0.007] [optim_t 0.220] [lr 0.000700] [CE 3.879 (4.202)] [KD 2.981 (3.083)] 2024-10-14 09:39:51,532 - Train: 68.49% [856750/1251000] [684.9/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.000700] [CE 3.448 (4.109)] [KD 2.746 (3.000)] 2024-10-14 09:40:04,249 - Train: 68.49% [856800/1251000] [684.9/1000.0] [batch_t 0.222 (0.254)] [data_t 0.007] [optim_t 0.215] [lr 0.000700] [CE 4.386 (4.139)] [KD 3.217 (3.035)] 2024-10-14 09:40:16,206 - Train: 68.49% [856850/1251000] [684.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.008] [optim_t 0.227] [lr 0.000700] [CE 4.041 (4.213)] [KD 2.947 (3.061)] 2024-10-14 09:40:27,989 - Train: 68.50% [856900/1251000] [685.0/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.227] [lr 0.000700] [CE 3.912 (4.217)] [KD 2.775 (3.039)] 2024-10-14 09:40:44,851 - Test (net): 100.00% [50/50] [batch_t 0.058 (0.163)] [top1_cnt 38463] [top5_cnt 46756] [top_all 50000] 2024-10-14 09:40:44,852 - net: 76.926 (93.512) 2024-10-14 09:40:53,700 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 39909] [top5_cnt 47416] [top_all 50000] 2024-10-14 09:40:53,701 - net_E: 79.818 (94.832) 2024-10-14 09:40:53,900 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.818 (epoch: 685)] 2024-10-14 09:40:53,900 - ==> Total time: 2 days, 13:02:46 Eta: 1 day, 4:04:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:41:10,422 - Train: 68.50% [856950/1251000] [685.0/1000.0] [batch_t 0.261 (0.287)] [data_t 0.008] [optim_t 0.253] [lr 0.000700] [CE 4.000 (4.099)] [KD 3.004 (3.003)] 2024-10-14 09:41:23,338 - Train: 68.51% [857000/1251000] [685.1/1000.0] [batch_t 0.483 (0.258)] [data_t 0.007] [optim_t 0.476] [lr 0.000700] [CE 4.156 (4.210)] [KD 2.984 (3.034)] 2024-10-14 09:41:35,067 - Train: 68.51% [857050/1251000] [685.1/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.000699] [CE 4.050 (4.130)] [KD 2.938 (2.983)] 2024-10-14 09:41:46,883 - Train: 68.51% [857100/1251000] [685.1/1000.0] [batch_t 0.230 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.000699] [CE 3.539 (4.146)] [KD 2.523 (2.998)] 2024-10-14 09:41:58,370 - Train: 68.52% [857150/1251000] [685.2/1000.0] [batch_t 0.232 (0.230)] [data_t 0.007] [optim_t 0.226] [lr 0.000699] [CE 5.023 (4.241)] [KD 3.450 (3.051)] 2024-10-14 09:42:10,490 - Train: 68.52% [857200/1251000] [685.2/1000.0] [batch_t 0.219 (0.242)] [data_t 0.010] [optim_t 0.209] [lr 0.000699] [CE 4.145 (4.151)] [KD 3.097 (2.988)] 2024-10-14 09:42:22,852 - Train: 68.53% [857250/1251000] [685.3/1000.0] [batch_t 0.228 (0.247)] [data_t 0.008] [optim_t 0.220] [lr 0.000699] [CE 3.777 (4.185)] [KD 2.590 (2.998)] 2024-10-14 09:42:34,850 - Train: 68.53% [857300/1251000] [685.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000699] [CE 3.589 (4.142)] [KD 2.718 (2.967)] 2024-10-14 09:42:46,952 - Train: 68.53% [857350/1251000] [685.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.000698] [CE 3.984 (4.207)] [KD 2.830 (3.050)] 2024-10-14 09:42:58,724 - Train: 68.54% [857400/1251000] [685.4/1000.0] [batch_t 0.234 (0.235)] [data_t 0.006] [optim_t 0.227] [lr 0.000698] [CE 4.194 (4.196)] [KD 3.066 (3.038)] 2024-10-14 09:43:10,670 - Train: 68.54% [857450/1251000] [685.4/1000.0] [batch_t 0.243 (0.239)] [data_t 0.008] [optim_t 0.235] [lr 0.000698] [CE 4.278 (4.173)] [KD 2.936 (3.013)] 2024-10-14 09:43:22,909 - Train: 68.55% [857500/1251000] [685.5/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.235] [lr 0.000698] [CE 4.177 (4.164)] [KD 2.980 (3.049)] 2024-10-14 09:43:34,947 - Train: 68.55% [857550/1251000] [685.5/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.222] [lr 0.000698] [CE 4.411 (4.158)] [KD 2.940 (3.029)] 2024-10-14 09:43:47,348 - Train: 68.55% [857600/1251000] [685.5/1000.0] [batch_t 0.400 (0.248)] [data_t 0.006] [optim_t 0.394] [lr 0.000698] [CE 4.153 (4.140)] [KD 2.887 (3.015)] 2024-10-14 09:43:59,806 - Train: 68.56% [857650/1251000] [685.6/1000.0] [batch_t 0.219 (0.249)] [data_t 0.008] [optim_t 0.211] [lr 0.000697] [CE 3.996 (4.179)] [KD 2.913 (3.029)] 2024-10-14 09:44:11,511 - Train: 68.56% [857700/1251000] [685.6/1000.0] [batch_t 0.214 (0.234)] [data_t 0.008] [optim_t 0.206] [lr 0.000697] [CE 4.420 (4.172)] [KD 3.190 (3.039)] 2024-10-14 09:44:23,180 - Train: 68.57% [857750/1251000] [685.7/1000.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.000697] [CE 4.007 (4.225)] [KD 2.968 (3.047)] 2024-10-14 09:44:35,237 - Train: 68.57% [857800/1251000] [685.7/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.000697] [CE 4.784 (4.170)] [KD 3.228 (3.032)] 2024-10-14 09:44:47,414 - Train: 68.57% [857850/1251000] [685.7/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.000697] [CE 3.937 (4.152)] [KD 2.833 (3.036)] 2024-10-14 09:44:59,376 - Train: 68.58% [857900/1251000] [685.8/1000.0] [batch_t 0.226 (0.239)] [data_t 0.008] [optim_t 0.217] [lr 0.000697] [CE 3.878 (4.115)] [KD 2.899 (2.983)] 2024-10-14 09:45:11,287 - Train: 68.58% [857950/1251000] [685.8/1000.0] [batch_t 0.241 (0.238)] [data_t 0.007] [optim_t 0.234] [lr 0.000697] [CE 4.536 (4.145)] [KD 3.209 (2.962)] 2024-10-14 09:45:23,508 - Train: 68.59% [858000/1251000] [685.9/1000.0] [batch_t 0.255 (0.244)] [data_t 0.007] [optim_t 0.248] [lr 0.000696] [CE 4.031 (4.203)] [KD 2.898 (3.050)] 2024-10-14 09:45:36,209 - Train: 68.59% [858050/1251000] [685.9/1000.0] [batch_t 0.230 (0.254)] [data_t 0.010] [optim_t 0.220] [lr 0.000696] [CE 4.190 (4.172)] [KD 3.201 (3.017)] 2024-10-14 09:45:48,084 - Train: 68.59% [858100/1251000] [685.9/1000.0] [batch_t 0.242 (0.237)] [data_t 0.008] [optim_t 0.234] [lr 0.000696] [CE 3.673 (4.149)] [KD 2.874 (3.015)] 2024-10-14 09:45:59,618 - Train: 68.60% [858150/1251000] [686.0/1000.0] [batch_t 0.230 (0.230)] [data_t 0.010] [optim_t 0.220] [lr 0.000696] [CE 4.161 (4.150)] [KD 2.963 (3.055)] 2024-10-14 09:46:16,765 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 38423] [top5_cnt 46818] [top_all 50000] 2024-10-14 09:46:16,766 - net: 76.846 (93.636) 2024-10-14 09:46:25,938 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 39912] [top5_cnt 47428] [top_all 50000] 2024-10-14 09:46:25,939 - net_E: 79.824 (94.856) 2024-10-14 09:46:26,135 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.824 (epoch: 686)] 2024-10-14 09:46:26,136 - ==> Total time: 2 days, 13:08:18 Eta: 1 day, 3:59:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:46:42,218 - Train: 68.60% [858200/1251000] [686.0/1000.0] [batch_t 0.255 (0.264)] [data_t 0.008] [optim_t 0.247] [lr 0.000696] [CE 4.115 (4.154)] [KD 3.038 (3.109)] 2024-10-14 09:46:54,770 - Train: 68.61% [858250/1251000] [686.1/1000.0] [batch_t 0.231 (0.251)] [data_t 0.009] [optim_t 0.222] [lr 0.000696] [CE 4.459 (4.218)] [KD 3.034 (3.033)] 2024-10-14 09:47:07,021 - Train: 68.61% [858300/1251000] [686.1/1000.0] [batch_t 0.253 (0.245)] [data_t 0.010] [optim_t 0.243] [lr 0.000695] [CE 3.786 (4.124)] [KD 2.861 (3.013)] 2024-10-14 09:47:18,916 - Train: 68.61% [858350/1251000] [686.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.000695] [CE 3.980 (4.134)] [KD 3.014 (3.000)] 2024-10-14 09:47:30,930 - Train: 68.62% [858400/1251000] [686.2/1000.0] [batch_t 0.242 (0.240)] [data_t 0.007] [optim_t 0.235] [lr 0.000695] [CE 3.913 (4.123)] [KD 3.007 (2.990)] 2024-10-14 09:47:43,069 - Train: 68.62% [858450/1251000] [686.2/1000.0] [batch_t 0.230 (0.243)] [data_t 0.010] [optim_t 0.220] [lr 0.000695] [CE 4.148 (4.136)] [KD 2.859 (2.983)] 2024-10-14 09:47:54,784 - Train: 68.63% [858500/1251000] [686.3/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000695] [CE 4.334 (4.136)] [KD 3.033 (2.992)] 2024-10-14 09:48:06,887 - Train: 68.63% [858550/1251000] [686.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000695] [CE 3.779 (4.156)] [KD 2.653 (3.019)] 2024-10-14 09:48:19,757 - Train: 68.63% [858600/1251000] [686.3/1000.0] [batch_t 0.230 (0.257)] [data_t 0.009] [optim_t 0.221] [lr 0.000695] [CE 4.147 (4.239)] [KD 3.115 (3.069)] 2024-10-14 09:48:31,644 - Train: 68.64% [858650/1251000] [686.4/1000.0] [batch_t 0.249 (0.238)] [data_t 0.006] [optim_t 0.243] [lr 0.000694] [CE 3.829 (4.181)] [KD 2.970 (3.036)] 2024-10-14 09:48:43,432 - Train: 68.64% [858700/1251000] [686.4/1000.0] [batch_t 0.225 (0.236)] [data_t 0.010] [optim_t 0.215] [lr 0.000694] [CE 4.465 (4.157)] [KD 3.243 (2.995)] 2024-10-14 09:48:55,138 - Train: 68.65% [858750/1251000] [686.5/1000.0] [batch_t 0.213 (0.234)] [data_t 0.009] [optim_t 0.204] [lr 0.000694] [CE 3.812 (4.118)] [KD 2.809 (3.011)] 2024-10-14 09:49:07,133 - Train: 68.65% [858800/1251000] [686.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.000694] [CE 4.201 (4.205)] [KD 3.188 (3.018)] 2024-10-14 09:49:19,477 - Train: 68.65% [858850/1251000] [686.5/1000.0] [batch_t 0.222 (0.247)] [data_t 0.007] [optim_t 0.215] [lr 0.000694] [CE 4.251 (4.168)] [KD 2.979 (2.989)] 2024-10-14 09:49:31,886 - Train: 68.66% [858900/1251000] [686.6/1000.0] [batch_t 0.252 (0.248)] [data_t 0.006] [optim_t 0.246] [lr 0.000694] [CE 4.065 (4.141)] [KD 2.935 (2.999)] 2024-10-14 09:49:44,644 - Train: 68.66% [858950/1251000] [686.6/1000.0] [batch_t 0.226 (0.255)] [data_t 0.006] [optim_t 0.220] [lr 0.000693] [CE 4.102 (4.134)] [KD 3.171 (2.998)] 2024-10-14 09:49:56,349 - Train: 68.67% [859000/1251000] [686.7/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.000693] [CE 4.223 (4.136)] [KD 2.989 (3.001)] 2024-10-14 09:50:08,268 - Train: 68.67% [859050/1251000] [686.7/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.000693] [CE 4.558 (4.255)] [KD 3.087 (3.094)] 2024-10-14 09:50:20,459 - Train: 68.67% [859100/1251000] [686.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.006] [optim_t 0.230] [lr 0.000693] [CE 4.289 (4.199)] [KD 3.193 (3.078)] 2024-10-14 09:50:32,556 - Train: 68.68% [859150/1251000] [686.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.007] [optim_t 0.232] [lr 0.000693] [CE 3.814 (4.196)] [KD 2.897 (3.052)] 2024-10-14 09:50:44,515 - Train: 68.68% [859200/1251000] [686.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.008] [optim_t 0.235] [lr 0.000693] [CE 4.327 (4.211)] [KD 3.047 (3.060)] 2024-10-14 09:50:56,922 - Train: 68.69% [859250/1251000] [686.9/1000.0] [batch_t 0.232 (0.248)] [data_t 0.007] [optim_t 0.225] [lr 0.000693] [CE 4.335 (4.252)] [KD 2.854 (3.068)] 2024-10-14 09:51:09,503 - Train: 68.69% [859300/1251000] [686.9/1000.0] [batch_t 0.461 (0.251)] [data_t 0.006] [optim_t 0.455] [lr 0.000692] [CE 3.754 (4.062)] [KD 2.727 (2.968)] 2024-10-14 09:51:21,595 - Train: 68.69% [859350/1251000] [686.9/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.000692] [CE 4.432 (4.131)] [KD 2.905 (2.992)] 2024-10-14 09:51:33,717 - Train: 68.70% [859400/1251000] [687.0/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.000692] [CE 4.488 (4.214)] [KD 3.089 (3.025)] 2024-10-14 09:51:52,909 - Test (net): 100.00% [50/50] [batch_t 0.098 (0.201)] [top1_cnt 38339] [top5_cnt 46726] [top_all 50000] 2024-10-14 09:51:52,910 - net: 76.678 (93.452) 2024-10-14 09:52:01,660 - Test (net_E): 100.00% [50/50] [batch_t 0.272 (0.157)] [top1_cnt 39893] [top5_cnt 47438] [top_all 50000] 2024-10-14 09:52:01,661 - net_E: 79.786 (94.876) 2024-10-14 09:52:01,862 - Max [top1: 77.214 (epoch: 675)] [top1-ema: 79.824 (epoch: 686)] 2024-10-14 09:52:01,862 - ==> Total time: 2 days, 13:13:54 Eta: 1 day, 3:53:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:52:11,608 - Train: 68.70% [859450/1251000] [687.0/1000.0] [batch_t 0.237 (0.282)] [data_t 0.007] [optim_t 0.230] [lr 0.000692] [CE 4.172 (4.046)] [KD 2.917 (2.948)] 2024-10-14 09:52:23,671 - Train: 68.71% [859500/1251000] [687.1/1000.0] [batch_t 0.473 (0.241)] [data_t 0.010] [optim_t 0.464] [lr 0.000692] [CE 4.064 (4.134)] [KD 2.977 (2.948)] 2024-10-14 09:52:36,150 - Train: 68.71% [859550/1251000] [687.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.008] [optim_t 0.229] [lr 0.000692] [CE 4.183 (4.195)] [KD 2.956 (3.008)] 2024-10-14 09:52:48,049 - Train: 68.71% [859600/1251000] [687.1/1000.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000691] [CE 4.235 (4.083)] [KD 3.064 (2.969)] 2024-10-14 09:52:59,699 - Train: 68.72% [859650/1251000] [687.2/1000.0] [batch_t 0.261 (0.233)] [data_t 0.008] [optim_t 0.253] [lr 0.000691] [CE 3.571 (4.140)] [KD 2.726 (3.022)] 2024-10-14 09:53:11,851 - Train: 68.72% [859700/1251000] [687.2/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.000691] [CE 4.019 (4.122)] [KD 2.875 (2.994)] 2024-10-14 09:53:24,112 - Train: 68.73% [859750/1251000] [687.3/1000.0] [batch_t 0.221 (0.245)] [data_t 0.007] [optim_t 0.214] [lr 0.000691] [CE 4.273 (4.130)] [KD 3.002 (3.000)] 2024-10-14 09:53:36,046 - Train: 68.73% [859800/1251000] [687.3/1000.0] [batch_t 0.251 (0.239)] [data_t 0.007] [optim_t 0.244] [lr 0.000691] [CE 3.903 (4.169)] [KD 2.705 (2.991)] 2024-10-14 09:53:47,838 - Train: 68.73% [859850/1251000] [687.3/1000.0] [batch_t 0.254 (0.236)] [data_t 0.006] [optim_t 0.248] [lr 0.000691] [CE 4.059 (4.167)] [KD 3.045 (3.034)] 2024-10-14 09:53:59,399 - Train: 68.74% [859900/1251000] [687.4/1000.0] [batch_t 0.235 (0.231)] [data_t 0.009] [optim_t 0.226] [lr 0.000690] [CE 4.061 (4.173)] [KD 3.040 (3.001)] 2024-10-14 09:54:11,923 - Train: 68.74% [859950/1251000] [687.4/1000.0] [batch_t 0.257 (0.250)] [data_t 0.006] [optim_t 0.250] [lr 0.000690] [CE 4.460 (4.224)] [KD 3.299 (3.045)] 2024-10-14 09:54:24,321 - Train: 68.75% [860000/1251000] [687.5/1000.0] [batch_t 0.221 (0.248)] [data_t 0.006] [optim_t 0.215] [lr 0.000690] [CE 4.143 (4.148)] [KD 3.011 (3.028)] 2024-10-14 09:54:35,956 - Train: 68.75% [860050/1251000] [687.5/1000.0] [batch_t 0.233 (0.233)] [data_t 0.007] [optim_t 0.226] [lr 0.000690] [CE 4.150 (4.095)] [KD 3.127 (2.949)] 2024-10-14 09:54:48,138 - Train: 68.75% [860100/1251000] [687.5/1000.0] [batch_t 0.226 (0.243)] [data_t 0.006] [optim_t 0.219] [lr 0.000690] [CE 3.840 (4.195)] [KD 2.854 (3.022)] 2024-10-14 09:55:00,659 - Train: 68.76% [860150/1251000] [687.6/1000.0] [batch_t 0.238 (0.250)] [data_t 0.006] [optim_t 0.232] [lr 0.000690] [CE 4.411 (4.182)] [KD 3.213 (3.017)] 2024-10-14 09:55:12,350 - Train: 68.76% [860200/1251000] [687.6/1000.0] [batch_t 0.231 (0.234)] [data_t 0.007] [optim_t 0.224] [lr 0.000690] [CE 4.618 (4.101)] [KD 3.242 (2.993)] 2024-10-14 09:55:24,387 - Train: 68.76% [860250/1251000] [687.6/1000.0] [batch_t 0.219 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.000689] [CE 3.803 (4.176)] [KD 2.820 (3.029)] 2024-10-14 09:55:36,048 - Train: 68.77% [860300/1251000] [687.7/1000.0] [batch_t 0.230 (0.233)] [data_t 0.007] [optim_t 0.224] [lr 0.000689] [CE 3.787 (4.169)] [KD 2.837 (2.997)] 2024-10-14 09:55:48,368 - Train: 68.77% [860350/1251000] [687.7/1000.0] [batch_t 0.216 (0.246)] [data_t 0.008] [optim_t 0.208] [lr 0.000689] [CE 4.267 (4.211)] [KD 3.083 (3.069)] 2024-10-14 09:55:59,824 - Train: 68.78% [860400/1251000] [687.8/1000.0] [batch_t 0.215 (0.229)] [data_t 0.008] [optim_t 0.207] [lr 0.000689] [CE 4.088 (4.138)] [KD 2.864 (3.023)] 2024-10-14 09:56:11,283 - Train: 68.78% [860450/1251000] [687.8/1000.0] [batch_t 0.227 (0.229)] [data_t 0.007] [optim_t 0.221] [lr 0.000689] [CE 3.805 (4.196)] [KD 3.025 (3.056)] 2024-10-14 09:56:22,967 - Train: 68.78% [860500/1251000] [687.8/1000.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.000689] [CE 4.130 (4.129)] [KD 2.695 (3.013)] 2024-10-14 09:56:35,066 - Train: 68.79% [860550/1251000] [687.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.222] [lr 0.000688] [CE 3.775 (4.184)] [KD 2.668 (3.023)] 2024-10-14 09:56:47,019 - Train: 68.79% [860600/1251000] [687.9/1000.0] [batch_t 0.254 (0.239)] [data_t 0.009] [optim_t 0.245] [lr 0.000688] [CE 4.419 (4.134)] [KD 3.013 (3.015)] 2024-10-14 09:56:58,849 - Train: 68.80% [860650/1251000] [688.0/1000.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000688] [CE 3.693 (4.219)] [KD 2.830 (3.062)] 2024-10-14 09:57:16,894 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 38631] [top5_cnt 46824] [top_all 50000] 2024-10-14 09:57:16,895 - net: 77.262 (93.648) 2024-10-14 09:57:25,528 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.156)] [top1_cnt 39869] [top5_cnt 47458] [top_all 50000] 2024-10-14 09:57:25,528 - net_E: 79.738 (94.916) 2024-10-14 09:57:25,753 - Max [top1: 77.262 (epoch: 688)] [top1-ema: 79.824 (epoch: 686)] 2024-10-14 09:57:25,754 - ==> Total time: 2 days, 13:19:18 Eta: 1 day, 3:48:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 09:57:40,842 - Train: 68.80% [860700/1251000] [688.0/1000.0] [batch_t 0.243 (0.277)] [data_t 0.007] [optim_t 0.236] [lr 0.000688] [CE 4.300 (4.037)] [KD 3.152 (2.911)] 2024-10-14 09:57:52,953 - Train: 68.80% [860750/1251000] [688.0/1000.0] [batch_t 0.213 (0.242)] [data_t 0.009] [optim_t 0.204] [lr 0.000688] [CE 4.385 (4.141)] [KD 3.278 (3.010)] 2024-10-14 09:58:04,641 - Train: 68.81% [860800/1251000] [688.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000688] [CE 4.666 (4.185)] [KD 3.276 (3.001)] 2024-10-14 09:58:16,629 - Train: 68.81% [860850/1251000] [688.1/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000688] [CE 3.869 (4.189)] [KD 2.768 (2.981)] 2024-10-14 09:58:28,445 - Train: 68.82% [860900/1251000] [688.2/1000.0] [batch_t 0.258 (0.236)] [data_t 0.008] [optim_t 0.250] [lr 0.000687] [CE 3.926 (4.162)] [KD 2.853 (3.003)] 2024-10-14 09:58:40,425 - Train: 68.82% [860950/1251000] [688.2/1000.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.000687] [CE 4.033 (4.101)] [KD 3.036 (2.915)] 2024-10-14 09:58:52,189 - Train: 68.82% [861000/1251000] [688.2/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000687] [CE 4.532 (4.188)] [KD 3.180 (3.046)] 2024-10-14 09:59:04,022 - Train: 68.83% [861050/1251000] [688.3/1000.0] [batch_t 0.229 (0.236)] [data_t 0.010] [optim_t 0.219] [lr 0.000687] [CE 4.353 (4.132)] [KD 3.167 (3.016)] 2024-10-14 09:59:16,018 - Train: 68.83% [861100/1251000] [688.3/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.000687] [CE 4.427 (4.237)] [KD 3.069 (3.048)] 2024-10-14 09:59:27,997 - Train: 68.84% [861150/1251000] [688.4/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.225] [lr 0.000687] [CE 4.328 (4.169)] [KD 3.146 (3.040)] 2024-10-14 09:59:39,576 - Train: 68.84% [861200/1251000] [688.4/1000.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.217] [lr 0.000686] [CE 4.175 (4.102)] [KD 2.898 (3.018)] 2024-10-14 09:59:51,280 - Train: 68.84% [861250/1251000] [688.4/1000.0] [batch_t 0.232 (0.234)] [data_t 0.007] [optim_t 0.224] [lr 0.000686] [CE 4.256 (4.168)] [KD 3.001 (2.982)] 2024-10-14 10:00:03,127 - Train: 68.85% [861300/1251000] [688.5/1000.0] [batch_t 0.229 (0.237)] [data_t 0.006] [optim_t 0.223] [lr 0.000686] [CE 3.299 (4.167)] [KD 2.581 (3.008)] 2024-10-14 10:00:14,963 - Train: 68.85% [861350/1251000] [688.5/1000.0] [batch_t 0.227 (0.237)] [data_t 0.007] [optim_t 0.220] [lr 0.000686] [CE 4.412 (4.159)] [KD 3.228 (3.054)] 2024-10-14 10:00:26,803 - Train: 68.86% [861400/1251000] [688.6/1000.0] [batch_t 0.385 (0.237)] [data_t 0.007] [optim_t 0.379] [lr 0.000686] [CE 4.330 (4.148)] [KD 2.928 (3.007)] 2024-10-14 10:00:38,491 - Train: 68.86% [861450/1251000] [688.6/1000.0] [batch_t 0.219 (0.234)] [data_t 0.008] [optim_t 0.211] [lr 0.000686] [CE 4.048 (4.234)] [KD 2.844 (3.006)] 2024-10-14 10:00:49,956 - Train: 68.86% [861500/1251000] [688.6/1000.0] [batch_t 0.221 (0.229)] [data_t 0.011] [optim_t 0.210] [lr 0.000686] [CE 4.119 (4.220)] [KD 2.943 (3.025)] 2024-10-14 10:01:01,892 - Train: 68.87% [861550/1251000] [688.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.008] [optim_t 0.233] [lr 0.000685] [CE 4.093 (4.141)] [KD 2.827 (3.016)] 2024-10-14 10:01:13,830 - Train: 68.87% [861600/1251000] [688.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.010] [optim_t 0.231] [lr 0.000685] [CE 4.399 (4.130)] [KD 3.087 (2.989)] 2024-10-14 10:01:25,588 - Train: 68.88% [861650/1251000] [688.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.229] [lr 0.000685] [CE 3.550 (4.211)] [KD 2.838 (3.043)] 2024-10-14 10:01:37,092 - Train: 68.88% [861700/1251000] [688.8/1000.0] [batch_t 0.215 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.000685] [CE 4.739 (4.196)] [KD 3.204 (3.029)] 2024-10-14 10:01:49,238 - Train: 68.88% [861750/1251000] [688.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.000685] [CE 3.958 (4.219)] [KD 2.900 (3.047)] 2024-10-14 10:02:00,735 - Train: 68.89% [861800/1251000] [688.9/1000.0] [batch_t 0.251 (0.230)] [data_t 0.010] [optim_t 0.241] [lr 0.000685] [CE 3.869 (4.124)] [KD 2.878 (3.000)] 2024-10-14 10:02:12,841 - Train: 68.89% [861850/1251000] [688.9/1000.0] [batch_t 0.225 (0.242)] [data_t 0.009] [optim_t 0.215] [lr 0.000684] [CE 4.162 (4.208)] [KD 3.064 (3.022)] 2024-10-14 10:02:24,785 - Train: 68.90% [861900/1251000] [689.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000684] [CE 4.286 (4.127)] [KD 3.017 (2.971)] 2024-10-14 10:02:44,041 - Test (net): 100.00% [50/50] [batch_t 0.152 (0.193)] [top1_cnt 38599] [top5_cnt 46777] [top_all 50000] 2024-10-14 10:02:44,042 - net: 77.198 (93.554) 2024-10-14 10:02:53,681 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.177)] [top1_cnt 39915] [top5_cnt 47452] [top_all 50000] 2024-10-14 10:02:53,682 - net_E: 79.830 (94.904) 2024-10-14 10:02:53,877 - Max [top1: 77.262 (epoch: 688)] [top1-ema: 79.830 (epoch: 689)] 2024-10-14 10:02:53,877 - ==> Total time: 2 days, 13:24:46 Eta: 1 day, 3:43:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:03:11,128 - Train: 68.90% [861950/1251000] [689.0/1000.0] [batch_t 0.260 (0.287)] [data_t 0.007] [optim_t 0.253] [lr 0.000684] [CE 3.714 (4.160)] [KD 2.811 (3.047)] 2024-10-14 10:03:23,303 - Train: 68.90% [862000/1251000] [689.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.008] [optim_t 0.226] [lr 0.000684] [CE 4.185 (4.108)] [KD 3.295 (2.978)] 2024-10-14 10:03:35,155 - Train: 68.91% [862050/1251000] [689.1/1000.0] [batch_t 0.220 (0.237)] [data_t 0.010] [optim_t 0.211] [lr 0.000684] [CE 4.167 (4.135)] [KD 2.947 (2.971)] 2024-10-14 10:03:46,789 - Train: 68.91% [862100/1251000] [689.1/1000.0] [batch_t 0.219 (0.233)] [data_t 0.008] [optim_t 0.211] [lr 0.000684] [CE 3.987 (4.105)] [KD 2.961 (2.960)] 2024-10-14 10:03:58,909 - Train: 68.92% [862150/1251000] [689.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.008] [optim_t 0.219] [lr 0.000684] [CE 3.805 (4.128)] [KD 2.873 (2.985)] 2024-10-14 10:04:11,053 - Train: 68.92% [862200/1251000] [689.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000683] [CE 4.412 (4.134)] [KD 3.270 (2.978)] 2024-10-14 10:04:22,902 - Train: 68.92% [862250/1251000] [689.2/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.000683] [CE 4.321 (4.197)] [KD 3.078 (3.008)] 2024-10-14 10:04:34,732 - Train: 68.93% [862300/1251000] [689.3/1000.0] [batch_t 0.249 (0.236)] [data_t 0.010] [optim_t 0.239] [lr 0.000683] [CE 4.167 (4.219)] [KD 2.990 (3.063)] 2024-10-14 10:04:47,168 - Train: 68.93% [862350/1251000] [689.3/1000.0] [batch_t 0.224 (0.249)] [data_t 0.010] [optim_t 0.214] [lr 0.000683] [CE 4.316 (4.241)] [KD 3.000 (3.014)] 2024-10-14 10:04:58,749 - Train: 68.94% [862400/1251000] [689.4/1000.0] [batch_t 0.227 (0.231)] [data_t 0.010] [optim_t 0.217] [lr 0.000683] [CE 4.224 (4.232)] [KD 2.886 (2.998)] 2024-10-14 10:05:10,658 - Train: 68.94% [862450/1251000] [689.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.000683] [CE 3.657 (4.137)] [KD 2.694 (2.990)] 2024-10-14 10:05:23,379 - Train: 68.94% [862500/1251000] [689.4/1000.0] [batch_t 0.233 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000682] [CE 4.058 (4.182)] [KD 2.921 (3.049)] 2024-10-14 10:05:35,911 - Train: 68.95% [862550/1251000] [689.5/1000.0] [batch_t 0.233 (0.250)] [data_t 0.007] [optim_t 0.226] [lr 0.000682] [CE 4.214 (4.134)] [KD 3.098 (2.987)] 2024-10-14 10:05:48,111 - Train: 68.95% [862600/1251000] [689.5/1000.0] [batch_t 0.224 (0.244)] [data_t 0.006] [optim_t 0.218] [lr 0.000682] [CE 4.203 (4.150)] [KD 3.173 (3.007)] 2024-10-14 10:06:00,556 - Train: 68.96% [862650/1251000] [689.6/1000.0] [batch_t 0.222 (0.249)] [data_t 0.006] [optim_t 0.216] [lr 0.000682] [CE 4.221 (4.096)] [KD 2.999 (2.976)] 2024-10-14 10:06:12,367 - Train: 68.96% [862700/1251000] [689.6/1000.0] [batch_t 0.244 (0.236)] [data_t 0.007] [optim_t 0.237] [lr 0.000682] [CE 4.154 (4.237)] [KD 3.041 (3.047)] 2024-10-14 10:06:24,823 - Train: 68.96% [862750/1251000] [689.6/1000.0] [batch_t 0.227 (0.249)] [data_t 0.007] [optim_t 0.219] [lr 0.000682] [CE 4.611 (4.118)] [KD 3.225 (2.964)] 2024-10-14 10:06:36,863 - Train: 68.97% [862800/1251000] [689.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.007] [optim_t 0.227] [lr 0.000682] [CE 3.968 (4.209)] [KD 2.707 (3.058)] 2024-10-14 10:06:49,252 - Train: 68.97% [862850/1251000] [689.7/1000.0] [batch_t 0.245 (0.248)] [data_t 0.006] [optim_t 0.239] [lr 0.000681] [CE 4.040 (4.123)] [KD 2.911 (2.996)] 2024-10-14 10:07:01,159 - Train: 68.98% [862900/1251000] [689.8/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.217] [lr 0.000681] [CE 4.504 (4.173)] [KD 3.313 (3.012)] 2024-10-14 10:07:13,619 - Train: 68.98% [862950/1251000] [689.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.006] [optim_t 0.228] [lr 0.000681] [CE 4.404 (4.147)] [KD 3.236 (2.996)] 2024-10-14 10:07:25,432 - Train: 68.98% [863000/1251000] [689.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.008] [optim_t 0.228] [lr 0.000681] [CE 4.152 (4.178)] [KD 2.955 (3.031)] 2024-10-14 10:07:37,220 - Train: 68.99% [863050/1251000] [689.9/1000.0] [batch_t 0.231 (0.236)] [data_t 0.008] [optim_t 0.223] [lr 0.000681] [CE 3.848 (4.159)] [KD 2.852 (3.020)] 2024-10-14 10:07:49,241 - Train: 68.99% [863100/1251000] [689.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.000681] [CE 4.313 (4.119)] [KD 2.959 (2.998)] 2024-10-14 10:08:01,875 - Train: 69.00% [863150/1251000] [690.0/1000.0] [batch_t 0.533 (0.252)] [data_t 0.007] [optim_t 0.526] [lr 0.000680] [CE 4.146 (4.163)] [KD 3.116 (3.023)] 2024-10-14 10:08:21,231 - Test (net): 100.00% [50/50] [batch_t 0.122 (0.184)] [top1_cnt 38650] [top5_cnt 46875] [top_all 50000] 2024-10-14 10:08:21,231 - net: 77.300 (93.750) 2024-10-14 10:08:30,183 - Test (net_E): 100.00% [50/50] [batch_t 0.090 (0.162)] [top1_cnt 39892] [top5_cnt 47451] [top_all 50000] 2024-10-14 10:08:30,184 - net_E: 79.784 (94.902) 2024-10-14 10:08:30,385 - Max [top1: 77.300 (epoch: 690)] [top1-ema: 79.830 (epoch: 689)] 2024-10-14 10:08:30,386 - ==> Total time: 2 days, 13:30:23 Eta: 1 day, 3:37:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:08:50,205 - Train: 69.00% [863200/1251000] [690.0/1000.0] [batch_t 0.223 (0.289)] [data_t 0.010] [optim_t 0.214] [lr 0.000680] [CE 4.015 (4.227)] [KD 3.016 (3.019)] 2024-10-14 10:09:02,385 - Train: 69.00% [863250/1251000] [690.0/1000.0] [batch_t 0.474 (0.243)] [data_t 0.006] [optim_t 0.468] [lr 0.000680] [CE 3.863 (4.190)] [KD 3.097 (3.005)] 2024-10-14 10:09:14,477 - Train: 69.01% [863300/1251000] [690.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.006] [optim_t 0.233] [lr 0.000680] [CE 4.286 (4.143)] [KD 3.030 (2.979)] 2024-10-14 10:09:26,532 - Train: 69.01% [863350/1251000] [690.1/1000.0] [batch_t 0.226 (0.241)] [data_t 0.006] [optim_t 0.219] [lr 0.000680] [CE 4.283 (4.145)] [KD 3.112 (2.984)] 2024-10-14 10:09:38,165 - Train: 69.02% [863400/1251000] [690.2/1000.0] [batch_t 0.222 (0.232)] [data_t 0.007] [optim_t 0.215] [lr 0.000680] [CE 4.359 (4.159)] [KD 3.146 (2.954)] 2024-10-14 10:09:50,491 - Train: 69.02% [863450/1251000] [690.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.000680] [CE 4.085 (4.146)] [KD 3.104 (3.002)] 2024-10-14 10:10:01,913 - Train: 69.02% [863500/1251000] [690.2/1000.0] [batch_t 0.225 (0.228)] [data_t 0.011] [optim_t 0.214] [lr 0.000679] [CE 4.202 (4.223)] [KD 2.763 (2.988)] 2024-10-14 10:10:14,121 - Train: 69.03% [863550/1251000] [690.3/1000.0] [batch_t 0.219 (0.244)] [data_t 0.009] [optim_t 0.210] [lr 0.000679] [CE 3.905 (4.132)] [KD 2.928 (2.987)] 2024-10-14 10:10:25,747 - Train: 69.03% [863600/1251000] [690.3/1000.0] [batch_t 0.231 (0.232)] [data_t 0.007] [optim_t 0.224] [lr 0.000679] [CE 4.005 (4.152)] [KD 2.970 (2.975)] 2024-10-14 10:10:37,001 - Train: 69.04% [863650/1251000] [690.4/1000.0] [batch_t 0.218 (0.225)] [data_t 0.009] [optim_t 0.209] [lr 0.000679] [CE 3.958 (4.207)] [KD 3.166 (3.015)] 2024-10-14 10:10:48,370 - Train: 69.04% [863700/1251000] [690.4/1000.0] [batch_t 0.228 (0.227)] [data_t 0.010] [optim_t 0.218] [lr 0.000679] [CE 4.616 (4.217)] [KD 3.257 (3.035)] 2024-10-14 10:11:00,575 - Train: 69.04% [863750/1251000] [690.4/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.000679] [CE 4.040 (4.159)] [KD 2.817 (2.993)] 2024-10-14 10:11:12,099 - Train: 69.05% [863800/1251000] [690.5/1000.0] [batch_t 0.232 (0.230)] [data_t 0.009] [optim_t 0.223] [lr 0.000678] [CE 4.105 (4.155)] [KD 2.996 (3.005)] 2024-10-14 10:11:23,971 - Train: 69.05% [863850/1251000] [690.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.007] [optim_t 0.225] [lr 0.000678] [CE 4.236 (4.193)] [KD 3.011 (3.008)] 2024-10-14 10:11:35,654 - Train: 69.06% [863900/1251000] [690.6/1000.0] [batch_t 0.226 (0.233)] [data_t 0.008] [optim_t 0.218] [lr 0.000678] [CE 4.262 (4.150)] [KD 2.975 (2.985)] 2024-10-14 10:11:47,297 - Train: 69.06% [863950/1251000] [690.6/1000.0] [batch_t 0.228 (0.233)] [data_t 0.008] [optim_t 0.219] [lr 0.000678] [CE 4.037 (4.185)] [KD 2.973 (3.026)] 2024-10-14 10:11:59,007 - Train: 69.06% [864000/1251000] [690.6/1000.0] [batch_t 0.219 (0.234)] [data_t 0.009] [optim_t 0.210] [lr 0.000678] [CE 4.896 (4.277)] [KD 3.343 (3.079)] 2024-10-14 10:12:10,881 - Train: 69.07% [864050/1251000] [690.7/1000.0] [batch_t 0.442 (0.237)] [data_t 0.008] [optim_t 0.435] [lr 0.000678] [CE 3.657 (4.212)] [KD 2.627 (3.053)] 2024-10-14 10:12:22,547 - Train: 69.07% [864100/1251000] [690.7/1000.0] [batch_t 0.225 (0.233)] [data_t 0.010] [optim_t 0.215] [lr 0.000678] [CE 3.575 (4.160)] [KD 2.707 (2.978)] 2024-10-14 10:12:33,993 - Train: 69.08% [864150/1251000] [690.8/1000.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.212] [lr 0.000677] [CE 3.991 (4.124)] [KD 2.759 (2.968)] 2024-10-14 10:12:45,683 - Train: 69.08% [864200/1251000] [690.8/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.000677] [CE 4.151 (4.232)] [KD 2.936 (3.051)] 2024-10-14 10:12:57,358 - Train: 69.08% [864250/1251000] [690.8/1000.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.000677] [CE 4.563 (4.109)] [KD 3.204 (2.961)] 2024-10-14 10:13:09,241 - Train: 69.09% [864300/1251000] [690.9/1000.0] [batch_t 0.223 (0.237)] [data_t 0.007] [optim_t 0.216] [lr 0.000677] [CE 4.119 (4.192)] [KD 2.882 (3.011)] 2024-10-14 10:13:20,917 - Train: 69.09% [864350/1251000] [690.9/1000.0] [batch_t 0.248 (0.233)] [data_t 0.008] [optim_t 0.241] [lr 0.000677] [CE 4.043 (4.136)] [KD 3.071 (3.027)] 2024-10-14 10:13:32,628 - Train: 69.10% [864400/1251000] [691.0/1000.0] [batch_t 0.220 (0.234)] [data_t 0.010] [optim_t 0.210] [lr 0.000677] [CE 4.197 (4.214)] [KD 2.915 (3.055)] 2024-10-14 10:13:50,191 - Test (net): 100.00% [50/50] [batch_t 0.125 (0.155)] [top1_cnt 38539] [top5_cnt 46803] [top_all 50000] 2024-10-14 10:13:50,192 - net: 77.078 (93.606) 2024-10-14 10:13:58,716 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.155)] [top1_cnt 39891] [top5_cnt 47443] [top_all 50000] 2024-10-14 10:13:58,717 - net_E: 79.782 (94.886) 2024-10-14 10:13:58,912 - Max [top1: 77.300 (epoch: 690)] [top1-ema: 79.830 (epoch: 689)] 2024-10-14 10:13:58,912 - ==> Total time: 2 days, 13:35:51 Eta: 1 day, 3:32:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:14:04,567 - Train: 69.10% [864450/1251000] [691.0/1000.0] [batch_t 0.243 (0.295)] [data_t 0.007] [optim_t 0.237] [lr 0.000676] [CE 3.506 (3.978)] [KD 2.639 (2.829)] 2024-10-14 10:14:16,648 - Train: 69.10% [864500/1251000] [691.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000676] [CE 3.844 (4.079)] [KD 2.901 (2.919)] 2024-10-14 10:14:29,174 - Train: 69.11% [864550/1251000] [691.1/1000.0] [batch_t 0.237 (0.250)] [data_t 0.010] [optim_t 0.227] [lr 0.000676] [CE 4.010 (4.185)] [KD 2.774 (2.977)] 2024-10-14 10:14:41,222 - Train: 69.11% [864600/1251000] [691.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000676] [CE 3.902 (4.211)] [KD 2.796 (3.009)] 2024-10-14 10:14:52,910 - Train: 69.12% [864650/1251000] [691.2/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.000676] [CE 4.158 (4.143)] [KD 3.133 (3.014)] 2024-10-14 10:15:04,913 - Train: 69.12% [864700/1251000] [691.2/1000.0] [batch_t 0.222 (0.240)] [data_t 0.010] [optim_t 0.213] [lr 0.000676] [CE 4.071 (4.216)] [KD 2.958 (3.036)] 2024-10-14 10:15:17,085 - Train: 69.12% [864750/1251000] [691.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.000676] [CE 3.743 (4.137)] [KD 2.708 (2.978)] 2024-10-14 10:15:29,339 - Train: 69.13% [864800/1251000] [691.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.006] [optim_t 0.227] [lr 0.000675] [CE 4.408 (4.209)] [KD 3.154 (3.029)] 2024-10-14 10:15:41,595 - Train: 69.13% [864850/1251000] [691.3/1000.0] [batch_t 0.221 (0.245)] [data_t 0.008] [optim_t 0.213] [lr 0.000675] [CE 4.205 (4.222)] [KD 3.056 (3.050)] 2024-10-14 10:15:53,446 - Train: 69.14% [864900/1251000] [691.4/1000.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.000675] [CE 3.880 (4.165)] [KD 2.799 (3.000)] 2024-10-14 10:16:05,308 - Train: 69.14% [864950/1251000] [691.4/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.000675] [CE 3.681 (4.240)] [KD 2.581 (3.005)] 2024-10-14 10:16:17,464 - Train: 69.14% [865000/1251000] [691.4/1000.0] [batch_t 0.223 (0.243)] [data_t 0.009] [optim_t 0.214] [lr 0.000675] [CE 4.272 (4.133)] [KD 3.090 (2.941)] 2024-10-14 10:16:29,045 - Train: 69.15% [865050/1251000] [691.5/1000.0] [batch_t 0.244 (0.231)] [data_t 0.006] [optim_t 0.238] [lr 0.000675] [CE 3.872 (4.123)] [KD 2.844 (2.960)] 2024-10-14 10:16:41,139 - Train: 69.15% [865100/1251000] [691.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000674] [CE 3.875 (4.236)] [KD 2.801 (3.040)] 2024-10-14 10:16:53,240 - Train: 69.16% [865150/1251000] [691.6/1000.0] [batch_t 0.225 (0.242)] [data_t 0.008] [optim_t 0.217] [lr 0.000674] [CE 3.391 (4.150)] [KD 2.501 (2.983)] 2024-10-14 10:17:04,732 - Train: 69.16% [865200/1251000] [691.6/1000.0] [batch_t 0.224 (0.230)] [data_t 0.007] [optim_t 0.216] [lr 0.000674] [CE 4.343 (4.237)] [KD 3.185 (3.033)] 2024-10-14 10:17:16,343 - Train: 69.16% [865250/1251000] [691.6/1000.0] [batch_t 0.228 (0.232)] [data_t 0.007] [optim_t 0.220] [lr 0.000674] [CE 4.047 (4.115)] [KD 3.075 (2.962)] 2024-10-14 10:17:28,162 - Train: 69.17% [865300/1251000] [691.7/1000.0] [batch_t 0.235 (0.236)] [data_t 0.007] [optim_t 0.228] [lr 0.000674] [CE 4.331 (4.182)] [KD 3.039 (2.972)] 2024-10-14 10:17:39,989 - Train: 69.17% [865350/1251000] [691.7/1000.0] [batch_t 0.219 (0.236)] [data_t 0.010] [optim_t 0.209] [lr 0.000674] [CE 4.356 (4.108)] [KD 3.152 (2.949)] 2024-10-14 10:17:51,744 - Train: 69.18% [865400/1251000] [691.8/1000.0] [batch_t 0.228 (0.235)] [data_t 0.007] [optim_t 0.221] [lr 0.000674] [CE 4.299 (4.104)] [KD 3.051 (2.934)] 2024-10-14 10:18:03,385 - Train: 69.18% [865450/1251000] [691.8/1000.0] [batch_t 0.225 (0.233)] [data_t 0.007] [optim_t 0.218] [lr 0.000673] [CE 3.686 (4.106)] [KD 2.633 (2.982)] 2024-10-14 10:18:15,153 - Train: 69.18% [865500/1251000] [691.8/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.000673] [CE 3.839 (4.145)] [KD 2.887 (3.003)] 2024-10-14 10:18:27,079 - Train: 69.19% [865550/1251000] [691.9/1000.0] [batch_t 0.234 (0.238)] [data_t 0.010] [optim_t 0.224] [lr 0.000673] [CE 3.963 (4.180)] [KD 2.994 (3.005)] 2024-10-14 10:18:38,772 - Train: 69.19% [865600/1251000] [691.9/1000.0] [batch_t 0.233 (0.234)] [data_t 0.010] [optim_t 0.223] [lr 0.000673] [CE 3.987 (4.093)] [KD 2.994 (2.963)] 2024-10-14 10:18:50,977 - Train: 69.20% [865650/1251000] [692.0/1000.0] [batch_t 0.248 (0.244)] [data_t 0.008] [optim_t 0.240] [lr 0.000673] [CE 3.952 (4.194)] [KD 2.854 (3.004)] 2024-10-14 10:19:09,552 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.170)] [top1_cnt 38462] [top5_cnt 46729] [top_all 50000] 2024-10-14 10:19:09,553 - net: 76.924 (93.458) 2024-10-14 10:19:18,996 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 39877] [top5_cnt 47412] [top_all 50000] 2024-10-14 10:19:18,997 - net_E: 79.754 (94.824) 2024-10-14 10:19:19,199 - Max [top1: 77.300 (epoch: 690)] [top1-ema: 79.830 (epoch: 689)] 2024-10-14 10:19:19,199 - ==> Total time: 2 days, 13:41:12 Eta: 1 day, 3:27:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:19:24,934 - Train: 69.20% [865700/1251000] [692.0/1000.0] [batch_t 0.243 (0.311)] [data_t 0.007] [optim_t 0.237] [lr 0.000673] [CE 4.101 (4.185)] [KD 2.760 (3.011)] 2024-10-14 10:19:37,131 - Train: 69.20% [865750/1251000] [692.0/1000.0] [batch_t 0.250 (0.244)] [data_t 0.009] [optim_t 0.241] [lr 0.000672] [CE 3.965 (4.105)] [KD 2.808 (2.935)] 2024-10-14 10:19:49,316 - Train: 69.21% [865800/1251000] [692.1/1000.0] [batch_t 0.226 (0.244)] [data_t 0.008] [optim_t 0.218] [lr 0.000672] [CE 3.767 (4.111)] [KD 2.642 (2.951)] 2024-10-14 10:20:00,943 - Train: 69.21% [865850/1251000] [692.1/1000.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.000672] [CE 4.454 (4.199)] [KD 2.969 (2.992)] 2024-10-14 10:20:12,884 - Train: 69.22% [865900/1251000] [692.2/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.000672] [CE 3.989 (4.234)] [KD 2.881 (3.023)] 2024-10-14 10:20:25,169 - Train: 69.22% [865950/1251000] [692.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.000672] [CE 4.453 (4.155)] [KD 3.403 (2.978)] 2024-10-14 10:20:37,154 - Train: 69.22% [866000/1251000] [692.2/1000.0] [batch_t 0.240 (0.240)] [data_t 0.007] [optim_t 0.233] [lr 0.000672] [CE 4.297 (4.106)] [KD 2.936 (2.929)] 2024-10-14 10:20:49,116 - Train: 69.23% [866050/1251000] [692.3/1000.0] [batch_t 0.240 (0.239)] [data_t 0.010] [optim_t 0.230] [lr 0.000672] [CE 4.803 (4.134)] [KD 3.218 (2.993)] 2024-10-14 10:21:00,669 - Train: 69.23% [866100/1251000] [692.3/1000.0] [batch_t 0.230 (0.231)] [data_t 0.008] [optim_t 0.222] [lr 0.000671] [CE 3.974 (4.195)] [KD 2.921 (3.002)] 2024-10-14 10:21:12,432 - Train: 69.24% [866150/1251000] [692.4/1000.0] [batch_t 0.224 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.000671] [CE 3.737 (4.165)] [KD 2.928 (2.984)] 2024-10-14 10:21:24,803 - Train: 69.24% [866200/1251000] [692.4/1000.0] [batch_t 0.226 (0.247)] [data_t 0.010] [optim_t 0.216] [lr 0.000671] [CE 4.117 (4.170)] [KD 3.056 (3.041)] 2024-10-14 10:21:36,683 - Train: 69.24% [866250/1251000] [692.4/1000.0] [batch_t 0.228 (0.237)] [data_t 0.007] [optim_t 0.221] [lr 0.000671] [CE 4.253 (4.161)] [KD 3.172 (2.993)] 2024-10-14 10:21:48,270 - Train: 69.25% [866300/1251000] [692.5/1000.0] [batch_t 0.226 (0.232)] [data_t 0.007] [optim_t 0.219] [lr 0.000671] [CE 3.990 (4.097)] [KD 2.941 (2.974)] 2024-10-14 10:22:00,439 - Train: 69.25% [866350/1251000] [692.5/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000671] [CE 4.029 (4.157)] [KD 2.816 (3.042)] 2024-10-14 10:22:12,579 - Train: 69.26% [866400/1251000] [692.6/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.000670] [CE 3.827 (4.166)] [KD 2.771 (3.044)] 2024-10-14 10:22:24,610 - Train: 69.26% [866450/1251000] [692.6/1000.0] [batch_t 0.231 (0.240)] [data_t 0.010] [optim_t 0.221] [lr 0.000670] [CE 3.997 (4.103)] [KD 2.913 (2.992)] 2024-10-14 10:22:37,185 - Train: 69.26% [866500/1251000] [692.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.007] [optim_t 0.229] [lr 0.000670] [CE 4.323 (4.250)] [KD 2.957 (3.013)] 2024-10-14 10:22:49,541 - Train: 69.27% [866550/1251000] [692.7/1000.0] [batch_t 0.229 (0.247)] [data_t 0.008] [optim_t 0.221] [lr 0.000670] [CE 4.377 (4.197)] [KD 3.187 (3.031)] 2024-10-14 10:23:01,599 - Train: 69.27% [866600/1251000] [692.7/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.000670] [CE 4.330 (4.135)] [KD 2.925 (2.976)] 2024-10-14 10:23:13,575 - Train: 69.28% [866650/1251000] [692.8/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.000670] [CE 4.312 (4.152)] [KD 3.111 (2.980)] 2024-10-14 10:23:25,611 - Train: 69.28% [866700/1251000] [692.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.008] [optim_t 0.231] [lr 0.000670] [CE 4.257 (4.149)] [KD 2.976 (2.968)] 2024-10-14 10:23:37,814 - Train: 69.28% [866750/1251000] [692.8/1000.0] [batch_t 0.229 (0.244)] [data_t 0.010] [optim_t 0.219] [lr 0.000669] [CE 4.692 (4.137)] [KD 3.370 (2.946)] 2024-10-14 10:23:50,626 - Train: 69.29% [866800/1251000] [692.9/1000.0] [batch_t 0.239 (0.256)] [data_t 0.007] [optim_t 0.231] [lr 0.000669] [CE 3.860 (4.151)] [KD 2.786 (3.031)] 2024-10-14 10:24:02,804 - Train: 69.29% [866850/1251000] [692.9/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000669] [CE 4.453 (4.185)] [KD 3.267 (3.035)] 2024-10-14 10:24:14,515 - Train: 69.30% [866900/1251000] [693.0/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000669] [CE 4.345 (4.081)] [KD 2.885 (2.953)] 2024-10-14 10:24:34,018 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.177)] [top1_cnt 38651] [top5_cnt 46873] [top_all 50000] 2024-10-14 10:24:34,019 - net: 77.302 (93.746) 2024-10-14 10:24:44,119 - Test (net_E): 100.00% [50/50] [batch_t 0.549 (0.185)] [top1_cnt 39882] [top5_cnt 47426] [top_all 50000] 2024-10-14 10:24:44,120 - net_E: 79.764 (94.852) 2024-10-14 10:24:44,354 - Max [top1: 77.302 (epoch: 693)] [top1-ema: 79.830 (epoch: 689)] 2024-10-14 10:24:44,355 - ==> Total time: 2 days, 13:46:37 Eta: 1 day, 3:22:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:24:59,458 - Train: 69.30% [866950/1251000] [693.0/1000.0] [batch_t 0.226 (0.320)] [data_t 0.007] [optim_t 0.219] [lr 0.000669] [CE 4.485 (4.257)] [KD 3.119 (3.036)] 2024-10-14 10:25:11,084 - Train: 69.30% [867000/1251000] [693.0/1000.0] [batch_t 0.226 (0.232)] [data_t 0.007] [optim_t 0.220] [lr 0.000669] [CE 3.978 (4.176)] [KD 3.087 (2.986)] 2024-10-14 10:25:23,752 - Train: 69.31% [867050/1251000] [693.1/1000.0] [batch_t 0.222 (0.253)] [data_t 0.006] [optim_t 0.215] [lr 0.000668] [CE 4.237 (4.164)] [KD 3.131 (2.954)] 2024-10-14 10:25:35,994 - Train: 69.31% [867100/1251000] [693.1/1000.0] [batch_t 0.224 (0.245)] [data_t 0.006] [optim_t 0.218] [lr 0.000668] [CE 4.436 (4.203)] [KD 3.019 (3.001)] 2024-10-14 10:25:47,804 - Train: 69.32% [867150/1251000] [693.2/1000.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.000668] [CE 3.784 (4.128)] [KD 2.795 (2.985)] 2024-10-14 10:25:59,784 - Train: 69.32% [867200/1251000] [693.2/1000.0] [batch_t 0.221 (0.239)] [data_t 0.008] [optim_t 0.212] [lr 0.000668] [CE 4.216 (4.225)] [KD 3.027 (3.009)] 2024-10-14 10:26:11,747 - Train: 69.32% [867250/1251000] [693.2/1000.0] [batch_t 0.221 (0.239)] [data_t 0.008] [optim_t 0.213] [lr 0.000668] [CE 4.485 (4.133)] [KD 3.316 (3.030)] 2024-10-14 10:26:23,797 - Train: 69.33% [867300/1251000] [693.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.000668] [CE 4.471 (4.105)] [KD 3.180 (2.988)] 2024-10-14 10:26:36,243 - Train: 69.33% [867350/1251000] [693.3/1000.0] [batch_t 0.242 (0.249)] [data_t 0.008] [optim_t 0.234] [lr 0.000668] [CE 3.905 (4.225)] [KD 2.972 (3.069)] 2024-10-14 10:26:48,186 - Train: 69.34% [867400/1251000] [693.4/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000667] [CE 4.564 (4.117)] [KD 2.936 (2.985)] 2024-10-14 10:27:00,084 - Train: 69.34% [867450/1251000] [693.4/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.000667] [CE 4.373 (4.131)] [KD 3.084 (2.958)] 2024-10-14 10:27:12,117 - Train: 69.34% [867500/1251000] [693.4/1000.0] [batch_t 0.227 (0.240)] [data_t 0.011] [optim_t 0.217] [lr 0.000667] [CE 3.823 (4.179)] [KD 2.853 (2.999)] 2024-10-14 10:27:24,010 - Train: 69.35% [867550/1251000] [693.5/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.000667] [CE 4.263 (4.203)] [KD 2.835 (3.020)] 2024-10-14 10:27:35,864 - Train: 69.35% [867600/1251000] [693.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000667] [CE 4.108 (4.212)] [KD 2.772 (3.025)] 2024-10-14 10:27:48,296 - Train: 69.36% [867650/1251000] [693.6/1000.0] [batch_t 0.230 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.000667] [CE 3.926 (4.178)] [KD 2.895 (2.970)] 2024-10-14 10:28:00,326 - Train: 69.36% [867700/1251000] [693.6/1000.0] [batch_t 0.252 (0.240)] [data_t 0.009] [optim_t 0.242] [lr 0.000666] [CE 4.075 (4.102)] [KD 3.064 (2.953)] 2024-10-14 10:28:12,387 - Train: 69.36% [867750/1251000] [693.6/1000.0] [batch_t 0.226 (0.241)] [data_t 0.007] [optim_t 0.219] [lr 0.000666] [CE 4.291 (4.108)] [KD 3.212 (2.944)] 2024-10-14 10:28:24,316 - Train: 69.37% [867800/1251000] [693.7/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.216] [lr 0.000666] [CE 3.631 (4.203)] [KD 2.663 (3.008)] 2024-10-14 10:28:36,080 - Train: 69.37% [867850/1251000] [693.7/1000.0] [batch_t 0.228 (0.235)] [data_t 0.008] [optim_t 0.220] [lr 0.000666] [CE 4.373 (4.137)] [KD 3.095 (2.993)] 2024-10-14 10:28:48,397 - Train: 69.38% [867900/1251000] [693.8/1000.0] [batch_t 0.244 (0.246)] [data_t 0.010] [optim_t 0.234] [lr 0.000666] [CE 4.284 (4.217)] [KD 3.215 (3.010)] 2024-10-14 10:29:00,943 - Train: 69.38% [867950/1251000] [693.8/1000.0] [batch_t 0.219 (0.251)] [data_t 0.008] [optim_t 0.211] [lr 0.000666] [CE 4.207 (4.173)] [KD 2.722 (2.984)] 2024-10-14 10:29:12,595 - Train: 69.38% [868000/1251000] [693.8/1000.0] [batch_t 0.227 (0.233)] [data_t 0.006] [optim_t 0.221] [lr 0.000666] [CE 4.150 (4.134)] [KD 3.165 (2.989)] 2024-10-14 10:29:24,802 - Train: 69.39% [868050/1251000] [693.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.000665] [CE 4.160 (4.151)] [KD 3.137 (2.994)] 2024-10-14 10:29:36,936 - Train: 69.39% [868100/1251000] [693.9/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000665] [CE 4.474 (4.177)] [KD 3.080 (2.971)] 2024-10-14 10:29:48,892 - Train: 69.40% [868150/1251000] [694.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.000665] [CE 4.311 (4.247)] [KD 2.937 (3.002)] 2024-10-14 10:30:08,355 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 38546] [top5_cnt 46758] [top_all 50000] 2024-10-14 10:30:08,355 - net: 77.092 (93.516) 2024-10-14 10:30:17,160 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 39887] [top5_cnt 47421] [top_all 50000] 2024-10-14 10:30:17,161 - net_E: 79.774 (94.842) 2024-10-14 10:30:17,342 - Max [top1: 77.302 (epoch: 693)] [top1-ema: 79.830 (epoch: 689)] 2024-10-14 10:30:17,343 - ==> Total time: 2 days, 13:52:10 Eta: 1 day, 3:16:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:30:22,289 - Train: 69.40% [868200/1251000] [694.0/1000.0] [batch_t 0.234 (0.357)] [data_t 0.007] [optim_t 0.228] [lr 0.000665] [CE 4.358 (4.270)] [KD 3.183 (3.012)] 2024-10-14 10:30:34,085 - Train: 69.40% [868250/1251000] [694.0/1000.0] [batch_t 0.243 (0.236)] [data_t 0.010] [optim_t 0.234] [lr 0.000665] [CE 4.204 (4.108)] [KD 2.996 (2.956)] 2024-10-14 10:30:46,788 - Train: 69.41% [868300/1251000] [694.1/1000.0] [batch_t 0.235 (0.254)] [data_t 0.008] [optim_t 0.227] [lr 0.000665] [CE 4.494 (4.155)] [KD 3.070 (2.980)] 2024-10-14 10:30:58,863 - Train: 69.41% [868350/1251000] [694.1/1000.0] [batch_t 0.225 (0.241)] [data_t 0.006] [optim_t 0.219] [lr 0.000664] [CE 4.616 (4.196)] [KD 3.013 (3.003)] 2024-10-14 10:31:10,408 - Train: 69.42% [868400/1251000] [694.2/1000.0] [batch_t 0.252 (0.231)] [data_t 0.006] [optim_t 0.246] [lr 0.000664] [CE 3.800 (4.095)] [KD 2.930 (2.941)] 2024-10-14 10:31:22,533 - Train: 69.42% [868450/1251000] [694.2/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000664] [CE 3.881 (4.155)] [KD 3.035 (2.999)] 2024-10-14 10:31:34,284 - Train: 69.42% [868500/1251000] [694.2/1000.0] [batch_t 0.209 (0.235)] [data_t 0.007] [optim_t 0.202] [lr 0.000664] [CE 4.580 (4.149)] [KD 3.256 (2.976)] 2024-10-14 10:31:46,136 - Train: 69.43% [868550/1251000] [694.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.230] [lr 0.000664] [CE 4.171 (4.190)] [KD 2.969 (2.986)] 2024-10-14 10:31:58,171 - Train: 69.43% [868600/1251000] [694.3/1000.0] [batch_t 0.213 (0.240)] [data_t 0.009] [optim_t 0.204] [lr 0.000664] [CE 4.143 (4.061)] [KD 2.980 (2.914)] 2024-10-14 10:32:10,694 - Train: 69.44% [868650/1251000] [694.4/1000.0] [batch_t 0.244 (0.250)] [data_t 0.008] [optim_t 0.236] [lr 0.000664] [CE 4.592 (4.187)] [KD 3.313 (2.984)] 2024-10-14 10:32:22,717 - Train: 69.44% [868700/1251000] [694.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.000663] [CE 4.335 (4.193)] [KD 3.039 (3.007)] 2024-10-14 10:32:34,695 - Train: 69.44% [868750/1251000] [694.4/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.000663] [CE 3.934 (4.220)] [KD 2.890 (3.010)] 2024-10-14 10:32:46,805 - Train: 69.45% [868800/1251000] [694.5/1000.0] [batch_t 0.242 (0.242)] [data_t 0.007] [optim_t 0.235] [lr 0.000663] [CE 4.349 (4.106)] [KD 3.221 (2.956)] 2024-10-14 10:32:58,385 - Train: 69.45% [868850/1251000] [694.5/1000.0] [batch_t 0.236 (0.231)] [data_t 0.008] [optim_t 0.228] [lr 0.000663] [CE 4.019 (4.145)] [KD 2.709 (2.945)] 2024-10-14 10:33:10,267 - Train: 69.46% [868900/1251000] [694.6/1000.0] [batch_t 0.223 (0.237)] [data_t 0.006] [optim_t 0.217] [lr 0.000663] [CE 3.833 (4.114)] [KD 2.981 (2.927)] 2024-10-14 10:33:23,046 - Train: 69.46% [868950/1251000] [694.6/1000.0] [batch_t 0.227 (0.255)] [data_t 0.008] [optim_t 0.218] [lr 0.000663] [CE 4.502 (4.219)] [KD 3.004 (3.005)] 2024-10-14 10:33:34,913 - Train: 69.46% [869000/1251000] [694.6/1000.0] [batch_t 0.230 (0.237)] [data_t 0.007] [optim_t 0.223] [lr 0.000662] [CE 4.516 (4.209)] [KD 3.089 (2.990)] 2024-10-14 10:33:46,893 - Train: 69.47% [869050/1251000] [694.7/1000.0] [batch_t 0.253 (0.239)] [data_t 0.006] [optim_t 0.246] [lr 0.000662] [CE 4.261 (4.045)] [KD 2.962 (2.939)] 2024-10-14 10:33:59,051 - Train: 69.47% [869100/1251000] [694.7/1000.0] [batch_t 0.223 (0.243)] [data_t 0.008] [optim_t 0.215] [lr 0.000662] [CE 4.715 (4.141)] [KD 3.358 (2.986)] 2024-10-14 10:34:10,946 - Train: 69.48% [869150/1251000] [694.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.008] [optim_t 0.232] [lr 0.000662] [CE 4.055 (4.176)] [KD 2.986 (2.973)] 2024-10-14 10:34:23,210 - Train: 69.48% [869200/1251000] [694.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.007] [optim_t 0.224] [lr 0.000662] [CE 3.715 (4.144)] [KD 2.693 (2.999)] 2024-10-14 10:34:35,855 - Train: 69.48% [869250/1251000] [694.8/1000.0] [batch_t 0.222 (0.253)] [data_t 0.007] [optim_t 0.215] [lr 0.000662] [CE 4.376 (4.155)] [KD 3.050 (3.005)] 2024-10-14 10:34:47,978 - Train: 69.49% [869300/1251000] [694.9/1000.0] [batch_t 0.225 (0.242)] [data_t 0.009] [optim_t 0.216] [lr 0.000662] [CE 4.085 (4.198)] [KD 2.987 (3.023)] 2024-10-14 10:34:59,639 - Train: 69.49% [869350/1251000] [694.9/1000.0] [batch_t 0.244 (0.233)] [data_t 0.007] [optim_t 0.237] [lr 0.000661] [CE 4.471 (4.175)] [KD 3.102 (2.984)] 2024-10-14 10:35:11,772 - Train: 69.50% [869400/1251000] [695.0/1000.0] [batch_t 0.221 (0.242)] [data_t 0.008] [optim_t 0.213] [lr 0.000661] [CE 3.955 (4.199)] [KD 2.826 (2.968)] 2024-10-14 10:35:31,770 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.180)] [top1_cnt 38692] [top5_cnt 46890] [top_all 50000] 2024-10-14 10:35:31,770 - net: 77.384 (93.780) 2024-10-14 10:35:40,944 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 39885] [top5_cnt 47432] [top_all 50000] 2024-10-14 10:35:40,945 - net_E: 79.770 (94.864) 2024-10-14 10:35:41,149 - Max [top1: 77.384 (epoch: 695)] [top1-ema: 79.830 (epoch: 689)] 2024-10-14 10:35:41,150 - ==> Total time: 2 days, 13:57:33 Eta: 1 day, 3:11:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:35:54,973 - Train: 69.50% [869450/1251000] [695.0/1000.0] [batch_t 0.228 (0.323)] [data_t 0.008] [optim_t 0.219] [lr 0.000661] [CE 3.948 (4.143)] [KD 2.952 (2.930)] 2024-10-14 10:36:07,362 - Train: 69.50% [869500/1251000] [695.0/1000.0] [batch_t 0.249 (0.248)] [data_t 0.008] [optim_t 0.241] [lr 0.000661] [CE 4.418 (4.136)] [KD 2.993 (2.983)] 2024-10-14 10:36:20,456 - Train: 69.51% [869550/1251000] [695.1/1000.0] [batch_t 0.240 (0.262)] [data_t 0.007] [optim_t 0.233] [lr 0.000661] [CE 4.036 (4.128)] [KD 2.955 (2.959)] 2024-10-14 10:36:32,570 - Train: 69.51% [869600/1251000] [695.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.000661] [CE 4.253 (4.155)] [KD 2.906 (2.974)] 2024-10-14 10:36:44,479 - Train: 69.52% [869650/1251000] [695.2/1000.0] [batch_t 0.251 (0.238)] [data_t 0.006] [optim_t 0.244] [lr 0.000660] [CE 4.265 (4.086)] [KD 3.146 (2.931)] 2024-10-14 10:36:56,394 - Train: 69.52% [869700/1251000] [695.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.006] [optim_t 0.225] [lr 0.000660] [CE 3.801 (4.156)] [KD 2.698 (2.981)] 2024-10-14 10:37:08,807 - Train: 69.52% [869750/1251000] [695.2/1000.0] [batch_t 0.232 (0.248)] [data_t 0.006] [optim_t 0.226] [lr 0.000660] [CE 4.572 (4.138)] [KD 3.330 (2.956)] 2024-10-14 10:37:20,897 - Train: 69.53% [869800/1251000] [695.3/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.000660] [CE 4.139 (4.189)] [KD 2.938 (2.965)] 2024-10-14 10:37:32,916 - Train: 69.53% [869850/1251000] [695.3/1000.0] [batch_t 0.255 (0.240)] [data_t 0.007] [optim_t 0.248] [lr 0.000660] [CE 3.940 (4.109)] [KD 2.870 (2.953)] 2024-10-14 10:37:45,159 - Train: 69.54% [869900/1251000] [695.4/1000.0] [batch_t 0.439 (0.245)] [data_t 0.010] [optim_t 0.429] [lr 0.000660] [CE 3.892 (4.099)] [KD 3.096 (2.946)] 2024-10-14 10:37:57,526 - Train: 69.54% [869950/1251000] [695.4/1000.0] [batch_t 0.224 (0.247)] [data_t 0.007] [optim_t 0.217] [lr 0.000660] [CE 4.145 (4.196)] [KD 3.016 (2.986)] 2024-10-14 10:38:09,330 - Train: 69.54% [870000/1251000] [695.4/1000.0] [batch_t 0.241 (0.236)] [data_t 0.008] [optim_t 0.233] [lr 0.000659] [CE 4.070 (4.182)] [KD 2.961 (2.978)] 2024-10-14 10:38:21,525 - Train: 69.55% [870050/1251000] [695.5/1000.0] [batch_t 0.491 (0.244)] [data_t 0.008] [optim_t 0.483] [lr 0.000659] [CE 3.570 (4.073)] [KD 2.751 (2.960)] 2024-10-14 10:38:33,261 - Train: 69.55% [870100/1251000] [695.5/1000.0] [batch_t 0.227 (0.235)] [data_t 0.010] [optim_t 0.217] [lr 0.000659] [CE 4.021 (4.191)] [KD 2.989 (2.965)] 2024-10-14 10:38:45,454 - Train: 69.56% [870150/1251000] [695.6/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.000659] [CE 3.805 (4.130)] [KD 2.997 (2.972)] 2024-10-14 10:38:57,137 - Train: 69.56% [870200/1251000] [695.6/1000.0] [batch_t 0.226 (0.234)] [data_t 0.008] [optim_t 0.218] [lr 0.000659] [CE 4.519 (4.139)] [KD 3.063 (2.989)] 2024-10-14 10:39:09,430 - Train: 69.56% [870250/1251000] [695.6/1000.0] [batch_t 0.250 (0.246)] [data_t 0.008] [optim_t 0.242] [lr 0.000659] [CE 4.432 (4.156)] [KD 2.828 (2.963)] 2024-10-14 10:39:21,058 - Train: 69.57% [870300/1251000] [695.7/1000.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.000659] [CE 3.718 (4.185)] [KD 2.766 (3.032)] 2024-10-14 10:39:33,522 - Train: 69.57% [870350/1251000] [695.7/1000.0] [batch_t 0.421 (0.249)] [data_t 0.010] [optim_t 0.411] [lr 0.000658] [CE 4.157 (4.136)] [KD 3.093 (2.971)] 2024-10-14 10:39:45,016 - Train: 69.58% [870400/1251000] [695.8/1000.0] [batch_t 0.216 (0.230)] [data_t 0.008] [optim_t 0.208] [lr 0.000658] [CE 4.120 (4.190)] [KD 2.958 (3.018)] 2024-10-14 10:39:56,483 - Train: 69.58% [870450/1251000] [695.8/1000.0] [batch_t 0.222 (0.229)] [data_t 0.010] [optim_t 0.212] [lr 0.000658] [CE 3.972 (4.062)] [KD 2.954 (2.922)] 2024-10-14 10:40:08,134 - Train: 69.58% [870500/1251000] [695.8/1000.0] [batch_t 0.232 (0.233)] [data_t 0.008] [optim_t 0.224] [lr 0.000658] [CE 4.164 (4.100)] [KD 2.949 (2.970)] 2024-10-14 10:40:20,590 - Train: 69.59% [870550/1251000] [695.9/1000.0] [batch_t 0.230 (0.249)] [data_t 0.006] [optim_t 0.223] [lr 0.000658] [CE 3.536 (4.145)] [KD 2.822 (2.955)] 2024-10-14 10:40:32,351 - Train: 69.59% [870600/1251000] [695.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.010] [optim_t 0.225] [lr 0.000658] [CE 4.335 (4.109)] [KD 2.972 (2.960)] 2024-10-14 10:40:44,530 - Train: 69.60% [870650/1251000] [696.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000657] [CE 4.624 (4.205)] [KD 3.258 (3.009)] 2024-10-14 10:41:03,411 - Test (net): 100.00% [50/50] [batch_t 0.100 (0.154)] [top1_cnt 38642] [top5_cnt 46812] [top_all 50000] 2024-10-14 10:41:03,412 - net: 77.284 (93.624) 2024-10-14 10:41:12,192 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 39917] [top5_cnt 47427] [top_all 50000] 2024-10-14 10:41:12,193 - net_E: 79.834 (94.854) 2024-10-14 10:41:12,393 - Max [top1: 77.384 (epoch: 695)] [top1-ema: 79.834 (epoch: 696)] 2024-10-14 10:41:12,393 - ==> Total time: 2 days, 14:03:05 Eta: 1 day, 3:06:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:41:25,876 - Train: 69.60% [870700/1251000] [696.0/1000.0] [batch_t 0.216 (0.440)] [data_t 0.006] [optim_t 0.209] [lr 0.000657] [CE 4.285 (4.217)] [KD 2.954 (2.921)] 2024-10-14 10:41:37,681 - Train: 69.60% [870750/1251000] [696.0/1000.0] [batch_t 0.248 (0.236)] [data_t 0.007] [optim_t 0.242] [lr 0.000657] [CE 4.143 (4.181)] [KD 3.031 (2.999)] 2024-10-14 10:41:49,700 - Train: 69.61% [870800/1251000] [696.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.000657] [CE 3.931 (4.114)] [KD 2.840 (2.924)] 2024-10-14 10:42:01,481 - Train: 69.61% [870850/1251000] [696.1/1000.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.000657] [CE 4.276 (4.136)] [KD 3.044 (2.985)] 2024-10-14 10:42:13,627 - Train: 69.62% [870900/1251000] [696.2/1000.0] [batch_t 0.426 (0.243)] [data_t 0.010] [optim_t 0.416] [lr 0.000657] [CE 3.929 (4.131)] [KD 2.746 (2.974)] 2024-10-14 10:42:25,312 - Train: 69.62% [870950/1251000] [696.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.010] [optim_t 0.222] [lr 0.000657] [CE 4.110 (4.135)] [KD 3.048 (2.968)] 2024-10-14 10:42:36,849 - Train: 69.62% [871000/1251000] [696.2/1000.0] [batch_t 0.241 (0.231)] [data_t 0.008] [optim_t 0.233] [lr 0.000656] [CE 4.473 (4.153)] [KD 3.093 (2.958)] 2024-10-14 10:42:48,591 - Train: 69.63% [871050/1251000] [696.3/1000.0] [batch_t 0.218 (0.235)] [data_t 0.010] [optim_t 0.208] [lr 0.000656] [CE 4.019 (4.108)] [KD 3.018 (2.942)] 2024-10-14 10:43:00,608 - Train: 69.63% [871100/1251000] [696.3/1000.0] [batch_t 0.241 (0.240)] [data_t 0.006] [optim_t 0.234] [lr 0.000656] [CE 4.214 (4.174)] [KD 3.032 (2.990)] 2024-10-14 10:43:12,498 - Train: 69.64% [871150/1251000] [696.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.229] [lr 0.000656] [CE 4.229 (4.115)] [KD 2.928 (2.993)] 2024-10-14 10:43:24,422 - Train: 69.64% [871200/1251000] [696.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000656] [CE 4.556 (4.139)] [KD 3.092 (2.997)] 2024-10-14 10:43:36,131 - Train: 69.64% [871250/1251000] [696.4/1000.0] [batch_t 0.223 (0.234)] [data_t 0.007] [optim_t 0.216] [lr 0.000656] [CE 4.169 (4.165)] [KD 2.905 (3.001)] 2024-10-14 10:43:48,003 - Train: 69.65% [871300/1251000] [696.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.230] [lr 0.000655] [CE 4.596 (4.123)] [KD 3.112 (2.956)] 2024-10-14 10:43:59,673 - Train: 69.65% [871350/1251000] [696.5/1000.0] [batch_t 0.236 (0.233)] [data_t 0.010] [optim_t 0.227] [lr 0.000655] [CE 4.519 (4.144)] [KD 3.213 (2.968)] 2024-10-14 10:44:11,556 - Train: 69.66% [871400/1251000] [696.6/1000.0] [batch_t 0.237 (0.237)] [data_t 0.008] [optim_t 0.229] [lr 0.000655] [CE 4.381 (4.150)] [KD 3.125 (2.951)] 2024-10-14 10:44:23,982 - Train: 69.66% [871450/1251000] [696.6/1000.0] [batch_t 0.230 (0.248)] [data_t 0.007] [optim_t 0.223] [lr 0.000655] [CE 4.084 (4.149)] [KD 2.963 (3.009)] 2024-10-14 10:44:36,254 - Train: 69.66% [871500/1251000] [696.6/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000655] [CE 4.245 (4.188)] [KD 3.061 (3.011)] 2024-10-14 10:44:48,051 - Train: 69.67% [871550/1251000] [696.7/1000.0] [batch_t 0.226 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.000655] [CE 4.333 (4.188)] [KD 3.039 (2.992)] 2024-10-14 10:44:59,978 - Train: 69.67% [871600/1251000] [696.7/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.000655] [CE 3.611 (4.074)] [KD 2.685 (2.938)] 2024-10-14 10:45:12,042 - Train: 69.68% [871650/1251000] [696.8/1000.0] [batch_t 0.222 (0.241)] [data_t 0.006] [optim_t 0.216] [lr 0.000654] [CE 4.450 (4.112)] [KD 3.015 (2.948)] 2024-10-14 10:45:23,913 - Train: 69.68% [871700/1251000] [696.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.008] [optim_t 0.225] [lr 0.000654] [CE 3.651 (4.144)] [KD 2.863 (2.962)] 2024-10-14 10:45:36,371 - Train: 69.68% [871750/1251000] [696.8/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.000654] [CE 3.645 (4.133)] [KD 2.756 (2.977)] 2024-10-14 10:45:48,255 - Train: 69.69% [871800/1251000] [696.9/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.000654] [CE 3.955 (4.109)] [KD 2.860 (2.951)] 2024-10-14 10:46:00,087 - Train: 69.69% [871850/1251000] [696.9/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.000654] [CE 3.551 (4.219)] [KD 2.825 (3.039)] 2024-10-14 10:46:11,839 - Train: 69.70% [871900/1251000] [697.0/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.000654] [CE 4.559 (4.175)] [KD 3.107 (3.013)] 2024-10-14 10:46:31,835 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.171)] [top1_cnt 38590] [top5_cnt 46808] [top_all 50000] 2024-10-14 10:46:31,836 - net: 77.180 (93.616) 2024-10-14 10:46:41,511 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.178)] [top1_cnt 39939] [top5_cnt 47426] [top_all 50000] 2024-10-14 10:46:41,512 - net_E: 79.878 (94.852) 2024-10-14 10:46:41,735 - Max [top1: 77.384 (epoch: 695)] [top1-ema: 79.878 (epoch: 697)] 2024-10-14 10:46:41,736 - ==> Total time: 2 days, 14:08:34 Eta: 1 day, 3:00:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:46:55,860 - Train: 69.70% [871950/1251000] [697.0/1000.0] [batch_t 0.214 (0.446)] [data_t 0.008] [optim_t 0.206] [lr 0.000653] [CE 4.252 (4.461)] [KD 2.977 (3.060)] 2024-10-14 10:47:07,826 - Train: 69.70% [872000/1251000] [697.0/1000.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.000653] [CE 3.930 (4.124)] [KD 2.833 (2.934)] 2024-10-14 10:47:20,436 - Train: 69.71% [872050/1251000] [697.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.000653] [CE 3.770 (4.134)] [KD 2.733 (2.949)] 2024-10-14 10:47:32,505 - Train: 69.71% [872100/1251000] [697.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000653] [CE 4.292 (4.074)] [KD 2.970 (2.901)] 2024-10-14 10:47:44,676 - Train: 69.72% [872150/1251000] [697.2/1000.0] [batch_t 0.244 (0.243)] [data_t 0.007] [optim_t 0.237] [lr 0.000653] [CE 4.342 (4.166)] [KD 3.022 (2.966)] 2024-10-14 10:47:56,119 - Train: 69.72% [872200/1251000] [697.2/1000.0] [batch_t 0.226 (0.229)] [data_t 0.006] [optim_t 0.220] [lr 0.000653] [CE 4.392 (4.159)] [KD 3.060 (2.947)] 2024-10-14 10:48:08,258 - Train: 69.72% [872250/1251000] [697.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000653] [CE 3.826 (4.137)] [KD 2.834 (2.950)] 2024-10-14 10:48:20,398 - Train: 69.73% [872300/1251000] [697.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.006] [optim_t 0.232] [lr 0.000652] [CE 4.347 (4.026)] [KD 3.035 (2.881)] 2024-10-14 10:48:32,038 - Train: 69.73% [872350/1251000] [697.3/1000.0] [batch_t 0.223 (0.233)] [data_t 0.009] [optim_t 0.214] [lr 0.000652] [CE 4.165 (4.196)] [KD 3.117 (2.975)] 2024-10-14 10:48:43,552 - Train: 69.74% [872400/1251000] [697.4/1000.0] [batch_t 0.223 (0.230)] [data_t 0.008] [optim_t 0.215] [lr 0.000652] [CE 4.506 (4.222)] [KD 3.299 (2.981)] 2024-10-14 10:48:55,803 - Train: 69.74% [872450/1251000] [697.4/1000.0] [batch_t 0.223 (0.245)] [data_t 0.007] [optim_t 0.216] [lr 0.000652] [CE 4.095 (4.133)] [KD 2.807 (2.987)] 2024-10-14 10:49:07,584 - Train: 69.74% [872500/1251000] [697.4/1000.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.000652] [CE 4.109 (4.201)] [KD 2.710 (3.008)] 2024-10-14 10:49:19,383 - Train: 69.75% [872550/1251000] [697.5/1000.0] [batch_t 0.223 (0.236)] [data_t 0.010] [optim_t 0.213] [lr 0.000652] [CE 4.078 (4.148)] [KD 3.086 (2.994)] 2024-10-14 10:49:31,090 - Train: 69.75% [872600/1251000] [697.5/1000.0] [batch_t 0.230 (0.234)] [data_t 0.007] [optim_t 0.223] [lr 0.000652] [CE 3.886 (4.075)] [KD 2.750 (2.904)] 2024-10-14 10:49:43,075 - Train: 69.76% [872650/1251000] [697.6/1000.0] [batch_t 0.229 (0.240)] [data_t 0.010] [optim_t 0.219] [lr 0.000651] [CE 4.334 (4.112)] [KD 3.027 (2.940)] 2024-10-14 10:49:54,905 - Train: 69.76% [872700/1251000] [697.6/1000.0] [batch_t 0.223 (0.236)] [data_t 0.007] [optim_t 0.216] [lr 0.000651] [CE 4.337 (4.080)] [KD 3.132 (2.939)] 2024-10-14 10:50:06,626 - Train: 69.76% [872750/1251000] [697.6/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.000651] [CE 4.112 (4.128)] [KD 3.100 (2.986)] 2024-10-14 10:50:18,137 - Train: 69.77% [872800/1251000] [697.7/1000.0] [batch_t 0.226 (0.230)] [data_t 0.007] [optim_t 0.219] [lr 0.000651] [CE 4.281 (4.200)] [KD 3.009 (3.037)] 2024-10-14 10:50:30,334 - Train: 69.77% [872850/1251000] [697.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.000651] [CE 3.404 (4.094)] [KD 2.567 (2.938)] 2024-10-14 10:50:42,316 - Train: 69.78% [872900/1251000] [697.8/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.228] [lr 0.000651] [CE 3.937 (4.142)] [KD 2.924 (2.971)] 2024-10-14 10:50:54,280 - Train: 69.78% [872950/1251000] [697.8/1000.0] [batch_t 0.406 (0.239)] [data_t 0.006] [optim_t 0.400] [lr 0.000650] [CE 4.390 (4.178)] [KD 3.437 (3.039)] 2024-10-14 10:51:05,919 - Train: 69.78% [873000/1251000] [697.8/1000.0] [batch_t 0.233 (0.233)] [data_t 0.007] [optim_t 0.226] [lr 0.000650] [CE 4.394 (4.064)] [KD 3.275 (2.915)] 2024-10-14 10:51:18,462 - Train: 69.79% [873050/1251000] [697.9/1000.0] [batch_t 0.243 (0.251)] [data_t 0.008] [optim_t 0.235] [lr 0.000650] [CE 4.240 (4.135)] [KD 3.036 (2.968)] 2024-10-14 10:51:30,535 - Train: 69.79% [873100/1251000] [697.9/1000.0] [batch_t 0.252 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.000650] [CE 3.630 (4.123)] [KD 2.723 (2.959)] 2024-10-14 10:51:42,479 - Train: 69.80% [873150/1251000] [698.0/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.000650] [CE 3.409 (4.151)] [KD 2.582 (2.978)] 2024-10-14 10:52:02,688 - Test (net): 100.00% [50/50] [batch_t 0.296 (0.168)] [top1_cnt 38670] [top5_cnt 46868] [top_all 50000] 2024-10-14 10:52:02,689 - net: 77.340 (93.736) 2024-10-14 10:52:11,413 - Test (net_E): 100.00% [50/50] [batch_t 0.091 (0.159)] [top1_cnt 39891] [top5_cnt 47423] [top_all 50000] 2024-10-14 10:52:11,414 - net_E: 79.782 (94.846) 2024-10-14 10:52:11,613 - Max [top1: 77.384 (epoch: 695)] [top1-ema: 79.878 (epoch: 697)] 2024-10-14 10:52:11,613 - ==> Total time: 2 days, 14:14:04 Eta: 1 day, 2:55:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:52:15,547 - Train: 69.80% [873200/1251000] [698.0/1000.0] [batch_t 0.215 (0.536)] [data_t 0.008] [optim_t 0.207] [lr 0.000650] [CE 3.802 (3.823)] [KD 2.637 (2.648)] 2024-10-14 10:52:28,313 - Train: 69.80% [873250/1251000] [698.0/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.000650] [CE 4.280 (4.123)] [KD 2.903 (2.901)] 2024-10-14 10:52:40,547 - Train: 69.81% [873300/1251000] [698.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.007] [optim_t 0.224] [lr 0.000649] [CE 4.464 (4.130)] [KD 3.031 (2.940)] 2024-10-14 10:52:52,681 - Train: 69.81% [873350/1251000] [698.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.011] [optim_t 0.228] [lr 0.000649] [CE 3.652 (4.079)] [KD 2.789 (2.909)] 2024-10-14 10:53:04,332 - Train: 69.82% [873400/1251000] [698.2/1000.0] [batch_t 0.229 (0.233)] [data_t 0.007] [optim_t 0.222] [lr 0.000649] [CE 3.730 (4.122)] [KD 2.724 (2.935)] 2024-10-14 10:53:16,539 - Train: 69.82% [873450/1251000] [698.2/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.000649] [CE 4.061 (4.187)] [KD 3.037 (2.981)] 2024-10-14 10:53:28,691 - Train: 69.82% [873500/1251000] [698.2/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.000649] [CE 3.881 (4.216)] [KD 2.783 (2.987)] 2024-10-14 10:53:40,996 - Train: 69.83% [873550/1251000] [698.3/1000.0] [batch_t 0.244 (0.246)] [data_t 0.010] [optim_t 0.235] [lr 0.000649] [CE 3.724 (4.148)] [KD 2.646 (2.962)] 2024-10-14 10:53:53,455 - Train: 69.83% [873600/1251000] [698.3/1000.0] [batch_t 0.244 (0.249)] [data_t 0.009] [optim_t 0.235] [lr 0.000648] [CE 4.273 (4.102)] [KD 3.132 (2.976)] 2024-10-14 10:54:05,689 - Train: 69.84% [873650/1251000] [698.4/1000.0] [batch_t 0.227 (0.244)] [data_t 0.011] [optim_t 0.217] [lr 0.000648] [CE 3.838 (4.160)] [KD 2.788 (2.983)] 2024-10-14 10:54:17,726 - Train: 69.84% [873700/1251000] [698.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.225] [lr 0.000648] [CE 3.745 (4.085)] [KD 2.743 (2.961)] 2024-10-14 10:54:29,621 - Train: 69.84% [873750/1251000] [698.4/1000.0] [batch_t 0.230 (0.238)] [data_t 0.008] [optim_t 0.221] [lr 0.000648] [CE 3.977 (4.182)] [KD 3.021 (3.003)] 2024-10-14 10:54:41,446 - Train: 69.85% [873800/1251000] [698.5/1000.0] [batch_t 0.225 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.000648] [CE 3.477 (4.103)] [KD 2.644 (2.921)] 2024-10-14 10:54:53,935 - Train: 69.85% [873850/1251000] [698.5/1000.0] [batch_t 0.223 (0.250)] [data_t 0.007] [optim_t 0.215] [lr 0.000648] [CE 4.563 (4.171)] [KD 3.021 (3.003)] 2024-10-14 10:55:06,014 - Train: 69.86% [873900/1251000] [698.6/1000.0] [batch_t 0.230 (0.241)] [data_t 0.006] [optim_t 0.224] [lr 0.000648] [CE 4.051 (4.179)] [KD 2.837 (2.980)] 2024-10-14 10:55:17,988 - Train: 69.86% [873950/1251000] [698.6/1000.0] [batch_t 0.239 (0.239)] [data_t 0.010] [optim_t 0.229] [lr 0.000647] [CE 4.339 (4.205)] [KD 3.048 (3.019)] 2024-10-14 10:55:30,050 - Train: 69.86% [874000/1251000] [698.6/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000647] [CE 4.080 (4.098)] [KD 2.861 (2.931)] 2024-10-14 10:55:42,193 - Train: 69.87% [874050/1251000] [698.7/1000.0] [batch_t 0.243 (0.243)] [data_t 0.006] [optim_t 0.237] [lr 0.000647] [CE 4.574 (4.171)] [KD 3.018 (2.977)] 2024-10-14 10:55:54,511 - Train: 69.87% [874100/1251000] [698.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.000647] [CE 4.453 (4.118)] [KD 3.083 (2.935)] 2024-10-14 10:56:06,596 - Train: 69.88% [874150/1251000] [698.8/1000.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.000647] [CE 4.195 (4.141)] [KD 2.874 (2.978)] 2024-10-14 10:56:18,749 - Train: 69.88% [874200/1251000] [698.8/1000.0] [batch_t 0.225 (0.243)] [data_t 0.008] [optim_t 0.217] [lr 0.000647] [CE 4.563 (4.184)] [KD 3.168 (2.975)] 2024-10-14 10:56:31,047 - Train: 69.88% [874250/1251000] [698.8/1000.0] [batch_t 0.224 (0.246)] [data_t 0.008] [optim_t 0.216] [lr 0.000647] [CE 3.949 (4.153)] [KD 2.698 (2.956)] 2024-10-14 10:56:42,853 - Train: 69.89% [874300/1251000] [698.9/1000.0] [batch_t 0.229 (0.236)] [data_t 0.011] [optim_t 0.218] [lr 0.000646] [CE 3.669 (4.130)] [KD 2.668 (2.946)] 2024-10-14 10:56:54,885 - Train: 69.89% [874350/1251000] [698.9/1000.0] [batch_t 0.248 (0.240)] [data_t 0.010] [optim_t 0.238] [lr 0.000646] [CE 4.121 (4.110)] [KD 2.878 (2.932)] 2024-10-14 10:57:07,196 - Train: 69.90% [874400/1251000] [699.0/1000.0] [batch_t 0.245 (0.246)] [data_t 0.006] [optim_t 0.239] [lr 0.000646] [CE 4.229 (4.122)] [KD 2.885 (2.938)] 2024-10-14 10:57:28,231 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.169)] [top1_cnt 38619] [top5_cnt 46885] [top_all 50000] 2024-10-14 10:57:28,232 - net: 77.238 (93.770) 2024-10-14 10:57:38,317 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.185)] [top1_cnt 39909] [top5_cnt 47422] [top_all 50000] 2024-10-14 10:57:38,318 - net_E: 79.818 (94.844) 2024-10-14 10:57:38,519 - Max [top1: 77.384 (epoch: 695)] [top1-ema: 79.878 (epoch: 697)] 2024-10-14 10:57:38,520 - ==> Total time: 2 days, 14:19:31 Eta: 1 day, 2:50:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 10:57:42,788 - Train: 69.90% [874450/1251000] [699.0/1000.0] [batch_t 0.870 (0.870)] [data_t 0.639] [optim_t 0.232] [lr 0.000646] [CE 4.023 (4.023)] [KD 2.907 (2.907)] 2024-10-14 10:57:55,032 - Train: 69.90% [874500/1251000] [699.0/1000.0] [batch_t 0.420 (0.245)] [data_t 0.009] [optim_t 0.410] [lr 0.000646] [CE 4.305 (4.080)] [KD 2.924 (2.922)] 2024-10-14 10:58:07,031 - Train: 69.91% [874550/1251000] [699.1/1000.0] [batch_t 0.235 (0.240)] [data_t 0.006] [optim_t 0.229] [lr 0.000646] [CE 3.857 (4.142)] [KD 2.844 (2.985)] 2024-10-14 10:58:18,834 - Train: 69.91% [874600/1251000] [699.1/1000.0] [batch_t 0.216 (0.236)] [data_t 0.010] [optim_t 0.206] [lr 0.000645] [CE 4.488 (4.143)] [KD 3.036 (2.961)] 2024-10-14 10:58:30,643 - Train: 69.92% [874650/1251000] [699.2/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.000645] [CE 4.671 (4.167)] [KD 3.387 (2.974)] 2024-10-14 10:58:43,225 - Train: 69.92% [874700/1251000] [699.2/1000.0] [batch_t 0.439 (0.251)] [data_t 0.006] [optim_t 0.434] [lr 0.000645] [CE 3.774 (4.109)] [KD 2.771 (2.928)] 2024-10-14 10:58:55,211 - Train: 69.92% [874750/1251000] [699.2/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.000645] [CE 4.546 (4.164)] [KD 3.207 (2.989)] 2024-10-14 10:59:06,999 - Train: 69.93% [874800/1251000] [699.3/1000.0] [batch_t 0.236 (0.236)] [data_t 0.010] [optim_t 0.226] [lr 0.000645] [CE 3.965 (4.172)] [KD 2.822 (3.027)] 2024-10-14 10:59:18,822 - Train: 69.93% [874850/1251000] [699.3/1000.0] [batch_t 0.216 (0.236)] [data_t 0.007] [optim_t 0.209] [lr 0.000645] [CE 4.417 (4.148)] [KD 3.147 (2.925)] 2024-10-14 10:59:30,435 - Train: 69.94% [874900/1251000] [699.4/1000.0] [batch_t 0.225 (0.232)] [data_t 0.007] [optim_t 0.218] [lr 0.000645] [CE 4.179 (4.176)] [KD 3.066 (2.995)] 2024-10-14 10:59:42,267 - Train: 69.94% [874950/1251000] [699.4/1000.0] [batch_t 0.222 (0.236)] [data_t 0.006] [optim_t 0.216] [lr 0.000644] [CE 4.556 (4.157)] [KD 2.972 (2.940)] 2024-10-14 10:59:54,432 - Train: 69.94% [875000/1251000] [699.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.000644] [CE 4.383 (4.112)] [KD 3.062 (2.941)] 2024-10-14 11:00:06,128 - Train: 69.95% [875050/1251000] [699.5/1000.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.000644] [CE 3.963 (4.079)] [KD 2.867 (2.941)] 2024-10-14 11:00:17,964 - Train: 69.95% [875100/1251000] [699.5/1000.0] [batch_t 0.253 (0.237)] [data_t 0.007] [optim_t 0.246] [lr 0.000644] [CE 4.252 (4.142)] [KD 3.104 (2.953)] 2024-10-14 11:00:30,207 - Train: 69.96% [875150/1251000] [699.6/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.223] [lr 0.000644] [CE 4.558 (4.179)] [KD 3.222 (2.977)] 2024-10-14 11:00:41,981 - Train: 69.96% [875200/1251000] [699.6/1000.0] [batch_t 0.240 (0.235)] [data_t 0.010] [optim_t 0.230] [lr 0.000644] [CE 4.069 (4.143)] [KD 2.977 (2.965)] 2024-10-14 11:00:53,873 - Train: 69.96% [875250/1251000] [699.6/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000644] [CE 4.332 (4.154)] [KD 3.053 (2.999)] 2024-10-14 11:01:06,415 - Train: 69.97% [875300/1251000] [699.7/1000.0] [batch_t 0.238 (0.251)] [data_t 0.010] [optim_t 0.228] [lr 0.000643] [CE 2.989 (4.080)] [KD 2.467 (2.919)] 2024-10-14 11:01:18,666 - Train: 69.97% [875350/1251000] [699.7/1000.0] [batch_t 0.244 (0.245)] [data_t 0.007] [optim_t 0.237] [lr 0.000643] [CE 4.353 (4.178)] [KD 2.951 (2.973)] 2024-10-14 11:01:30,589 - Train: 69.98% [875400/1251000] [699.8/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.000643] [CE 4.423 (4.119)] [KD 3.082 (2.945)] 2024-10-14 11:01:42,638 - Train: 69.98% [875450/1251000] [699.8/1000.0] [batch_t 0.231 (0.241)] [data_t 0.006] [optim_t 0.225] [lr 0.000643] [CE 4.122 (4.178)] [KD 2.870 (2.962)] 2024-10-14 11:01:54,412 - Train: 69.98% [875500/1251000] [699.8/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000643] [CE 3.928 (4.143)] [KD 2.854 (2.973)] 2024-10-14 11:02:05,933 - Train: 69.99% [875550/1251000] [699.9/1000.0] [batch_t 0.225 (0.230)] [data_t 0.008] [optim_t 0.217] [lr 0.000643] [CE 4.315 (4.126)] [KD 2.920 (2.947)] 2024-10-14 11:02:18,351 - Train: 69.99% [875600/1251000] [699.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.000642] [CE 4.305 (4.233)] [KD 3.163 (2.986)] 2024-10-14 11:02:29,925 - Train: 70.00% [875650/1251000] [700.0/1000.0] [batch_t 0.239 (0.231)] [data_t 0.009] [optim_t 0.230] [lr 0.000642] [CE 4.082 (4.084)] [KD 3.044 (2.933)] 2024-10-14 11:02:41,481 - Train: 70.00% [875700/1251000] [700.0/1000.0] [batch_t 0.209 (0.231)] [data_t 0.007] [optim_t 0.202] [lr 0.000642] [CE 3.717 (4.175)] [KD 2.592 (2.989)] 2024-10-14 11:02:49,690 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.152)] [top1_cnt 38673] [top5_cnt 46910] [top_all 50000] 2024-10-14 11:02:49,691 - net: 77.346 (93.820) 2024-10-14 11:02:58,201 - Test (net_E): 100.00% [50/50] [batch_t 0.163 (0.154)] [top1_cnt 39923] [top5_cnt 47424] [top_all 50000] 2024-10-14 11:02:58,202 - net_E: 79.846 (94.848) 2024-10-14 11:02:58,390 - Max [top1: 77.384 (epoch: 695)] [top1-ema: 79.878 (epoch: 697)] 2024-10-14 11:02:58,390 - ==> Total time: 2 days, 14:24:51 Eta: 1 day, 2:44:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:03:13,707 - Train: 70.00% [875750/1251000] [700.0/1000.0] [batch_t 0.225 (0.250)] [data_t 0.009] [optim_t 0.216] [lr 0.000642] [CE 3.785 (4.112)] [KD 2.572 (2.930)] 2024-10-14 11:03:25,890 - Train: 70.01% [875800/1251000] [700.1/1000.0] [batch_t 0.230 (0.243)] [data_t 0.010] [optim_t 0.220] [lr 0.000642] [CE 4.000 (4.133)] [KD 2.718 (2.933)] 2024-10-14 11:03:37,725 - Train: 70.01% [875850/1251000] [700.1/1000.0] [batch_t 0.220 (0.237)] [data_t 0.007] [optim_t 0.213] [lr 0.000642] [CE 4.374 (4.131)] [KD 3.156 (2.906)] 2024-10-14 11:03:49,266 - Train: 70.02% [875900/1251000] [700.2/1000.0] [batch_t 0.243 (0.231)] [data_t 0.006] [optim_t 0.237] [lr 0.000642] [CE 3.960 (4.095)] [KD 2.759 (2.898)] 2024-10-14 11:04:01,250 - Train: 70.02% [875950/1251000] [700.2/1000.0] [batch_t 0.224 (0.240)] [data_t 0.006] [optim_t 0.218] [lr 0.000641] [CE 4.287 (4.156)] [KD 3.093 (2.910)] 2024-10-14 11:04:13,010 - Train: 70.02% [876000/1251000] [700.2/1000.0] [batch_t 0.239 (0.235)] [data_t 0.007] [optim_t 0.232] [lr 0.000641] [CE 4.233 (4.106)] [KD 3.148 (2.927)] 2024-10-14 11:04:24,800 - Train: 70.03% [876050/1251000] [700.3/1000.0] [batch_t 0.242 (0.236)] [data_t 0.010] [optim_t 0.232] [lr 0.000641] [CE 4.555 (4.119)] [KD 3.112 (2.977)] 2024-10-14 11:04:36,973 - Train: 70.03% [876100/1251000] [700.3/1000.0] [batch_t 0.230 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.000641] [CE 3.935 (4.115)] [KD 2.657 (2.955)] 2024-10-14 11:04:48,743 - Train: 70.04% [876150/1251000] [700.4/1000.0] [batch_t 0.216 (0.235)] [data_t 0.006] [optim_t 0.210] [lr 0.000641] [CE 4.249 (4.186)] [KD 3.089 (2.987)] 2024-10-14 11:05:00,629 - Train: 70.04% [876200/1251000] [700.4/1000.0] [batch_t 0.213 (0.238)] [data_t 0.006] [optim_t 0.207] [lr 0.000641] [CE 4.342 (4.134)] [KD 2.993 (2.931)] 2024-10-14 11:05:12,784 - Train: 70.04% [876250/1251000] [700.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.000640] [CE 3.513 (4.082)] [KD 2.560 (2.945)] 2024-10-14 11:05:24,710 - Train: 70.05% [876300/1251000] [700.5/1000.0] [batch_t 0.247 (0.238)] [data_t 0.010] [optim_t 0.237] [lr 0.000640] [CE 4.858 (4.153)] [KD 3.326 (2.970)] 2024-10-14 11:05:36,102 - Train: 70.05% [876350/1251000] [700.5/1000.0] [batch_t 0.220 (0.228)] [data_t 0.010] [optim_t 0.210] [lr 0.000640] [CE 3.655 (4.125)] [KD 2.773 (2.974)] 2024-10-14 11:05:48,419 - Train: 70.06% [876400/1251000] [700.6/1000.0] [batch_t 0.216 (0.246)] [data_t 0.008] [optim_t 0.208] [lr 0.000640] [CE 4.192 (4.139)] [KD 3.159 (2.943)] 2024-10-14 11:06:00,036 - Train: 70.06% [876450/1251000] [700.6/1000.0] [batch_t 0.212 (0.232)] [data_t 0.009] [optim_t 0.203] [lr 0.000640] [CE 4.263 (4.159)] [KD 3.136 (2.954)] 2024-10-14 11:06:11,988 - Train: 70.06% [876500/1251000] [700.6/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.000640] [CE 4.088 (4.193)] [KD 3.055 (3.025)] 2024-10-14 11:06:24,148 - Train: 70.07% [876550/1251000] [700.7/1000.0] [batch_t 0.477 (0.243)] [data_t 0.010] [optim_t 0.467] [lr 0.000640] [CE 3.555 (4.108)] [KD 2.494 (2.962)] 2024-10-14 11:06:35,684 - Train: 70.07% [876600/1251000] [700.7/1000.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.211] [lr 0.000639] [CE 3.798 (4.238)] [KD 2.840 (3.019)] 2024-10-14 11:06:46,822 - Train: 70.08% [876650/1251000] [700.8/1000.0] [batch_t 0.215 (0.223)] [data_t 0.008] [optim_t 0.208] [lr 0.000639] [CE 4.049 (4.151)] [KD 2.857 (2.971)] 2024-10-14 11:06:58,981 - Train: 70.08% [876700/1251000] [700.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.000639] [CE 4.119 (4.135)] [KD 2.789 (2.987)] 2024-10-14 11:07:11,224 - Train: 70.08% [876750/1251000] [700.8/1000.0] [batch_t 0.240 (0.245)] [data_t 0.010] [optim_t 0.230] [lr 0.000639] [CE 4.204 (4.147)] [KD 2.923 (2.986)] 2024-10-14 11:07:23,205 - Train: 70.09% [876800/1251000] [700.9/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.000639] [CE 4.729 (4.111)] [KD 3.378 (2.919)] 2024-10-14 11:07:35,389 - Train: 70.09% [876850/1251000] [700.9/1000.0] [batch_t 0.225 (0.243)] [data_t 0.006] [optim_t 0.219] [lr 0.000639] [CE 3.679 (4.157)] [KD 2.622 (2.969)] 2024-10-14 11:07:47,218 - Train: 70.10% [876900/1251000] [701.0/1000.0] [batch_t 0.226 (0.236)] [data_t 0.006] [optim_t 0.220] [lr 0.000639] [CE 4.248 (4.157)] [KD 2.945 (2.946)] 2024-10-14 11:07:58,462 - Train: 70.10% [876950/1251000] [701.0/1000.0] [batch_t 0.216 (0.225)] [data_t 0.006] [optim_t 0.211] [lr 0.000638] [CE 4.833 (4.133)] [KD 3.113 (2.922)] 2024-10-14 11:08:06,982 - Test (net): 100.00% [50/50] [batch_t 0.233 (0.155)] [top1_cnt 38614] [top5_cnt 46851] [top_all 50000] 2024-10-14 11:08:06,983 - net: 77.228 (93.702) 2024-10-14 11:08:15,427 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.153)] [top1_cnt 39940] [top5_cnt 47448] [top_all 50000] 2024-10-14 11:08:15,427 - net_E: 79.880 (94.896) 2024-10-14 11:08:15,621 - Max [top1: 77.384 (epoch: 695)] [top1-ema: 79.880 (epoch: 701)] 2024-10-14 11:08:15,622 - ==> Total time: 2 days, 14:30:08 Eta: 1 day, 2:39:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:08:41,895 - Train: 70.10% [877000/1251000] [701.0/1000.0] [batch_t 0.220 (0.243)] [data_t 0.010] [optim_t 0.210] [lr 0.000638] [CE 4.153 (4.233)] [KD 3.120 (3.007)] 2024-10-14 11:08:53,628 - Train: 70.11% [877050/1251000] [701.1/1000.0] [batch_t 0.462 (0.235)] [data_t 0.010] [optim_t 0.452] [lr 0.000638] [CE 4.463 (4.103)] [KD 2.955 (2.938)] 2024-10-14 11:09:05,611 - Train: 70.11% [877100/1251000] [701.1/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.000638] [CE 3.929 (4.098)] [KD 2.899 (2.875)] 2024-10-14 11:09:17,545 - Train: 70.12% [877150/1251000] [701.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.011] [optim_t 0.218] [lr 0.000638] [CE 4.275 (4.131)] [KD 2.785 (2.915)] 2024-10-14 11:09:29,315 - Train: 70.12% [877200/1251000] [701.2/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000638] [CE 4.239 (4.172)] [KD 3.003 (2.952)] 2024-10-14 11:09:41,041 - Train: 70.12% [877250/1251000] [701.2/1000.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.221] [lr 0.000637] [CE 4.390 (4.192)] [KD 3.136 (3.002)] 2024-10-14 11:09:53,216 - Train: 70.13% [877300/1251000] [701.3/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000637] [CE 4.098 (4.148)] [KD 2.735 (2.907)] 2024-10-14 11:10:05,001 - Train: 70.13% [877350/1251000] [701.3/1000.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.000637] [CE 4.622 (4.111)] [KD 3.192 (2.917)] 2024-10-14 11:10:17,333 - Train: 70.14% [877400/1251000] [701.4/1000.0] [batch_t 0.226 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.000637] [CE 4.137 (4.145)] [KD 2.916 (2.977)] 2024-10-14 11:10:29,349 - Train: 70.14% [877450/1251000] [701.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.000637] [CE 4.414 (4.162)] [KD 3.202 (2.938)] 2024-10-14 11:10:41,317 - Train: 70.14% [877500/1251000] [701.4/1000.0] [batch_t 0.243 (0.239)] [data_t 0.008] [optim_t 0.235] [lr 0.000637] [CE 3.732 (4.141)] [KD 2.782 (2.931)] 2024-10-14 11:10:52,929 - Train: 70.15% [877550/1251000] [701.5/1000.0] [batch_t 0.229 (0.232)] [data_t 0.010] [optim_t 0.219] [lr 0.000637] [CE 4.007 (4.218)] [KD 2.924 (2.997)] 2024-10-14 11:11:04,768 - Train: 70.15% [877600/1251000] [701.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000636] [CE 4.105 (4.109)] [KD 3.184 (2.942)] 2024-10-14 11:11:16,921 - Train: 70.16% [877650/1251000] [701.6/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.000636] [CE 4.280 (4.153)] [KD 3.103 (2.947)] 2024-10-14 11:11:28,927 - Train: 70.16% [877700/1251000] [701.6/1000.0] [batch_t 0.228 (0.240)] [data_t 0.006] [optim_t 0.222] [lr 0.000636] [CE 3.843 (4.239)] [KD 2.825 (3.027)] 2024-10-14 11:11:41,362 - Train: 70.16% [877750/1251000] [701.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.008] [optim_t 0.230] [lr 0.000636] [CE 4.506 (4.207)] [KD 3.151 (2.999)] 2024-10-14 11:11:53,151 - Train: 70.17% [877800/1251000] [701.7/1000.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000636] [CE 4.568 (4.163)] [KD 3.173 (2.967)] 2024-10-14 11:12:04,944 - Train: 70.17% [877850/1251000] [701.7/1000.0] [batch_t 0.214 (0.236)] [data_t 0.006] [optim_t 0.208] [lr 0.000636] [CE 4.455 (4.123)] [KD 3.220 (2.927)] 2024-10-14 11:12:17,114 - Train: 70.18% [877900/1251000] [701.8/1000.0] [batch_t 0.229 (0.243)] [data_t 0.010] [optim_t 0.219] [lr 0.000636] [CE 4.424 (4.219)] [KD 2.997 (2.990)] 2024-10-14 11:12:29,019 - Train: 70.18% [877950/1251000] [701.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.000635] [CE 4.133 (4.167)] [KD 2.978 (2.978)] 2024-10-14 11:12:40,766 - Train: 70.18% [878000/1251000] [701.8/1000.0] [batch_t 0.245 (0.235)] [data_t 0.011] [optim_t 0.234] [lr 0.000635] [CE 3.856 (4.187)] [KD 2.781 (2.961)] 2024-10-14 11:12:53,182 - Train: 70.19% [878050/1251000] [701.9/1000.0] [batch_t 0.404 (0.248)] [data_t 0.008] [optim_t 0.396] [lr 0.000635] [CE 4.052 (4.165)] [KD 2.984 (2.936)] 2024-10-14 11:13:05,171 - Train: 70.19% [878100/1251000] [701.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.010] [optim_t 0.222] [lr 0.000635] [CE 3.627 (4.175)] [KD 2.724 (2.971)] 2024-10-14 11:13:16,680 - Train: 70.20% [878150/1251000] [702.0/1000.0] [batch_t 0.231 (0.230)] [data_t 0.011] [optim_t 0.220] [lr 0.000635] [CE 3.856 (4.169)] [KD 2.666 (2.951)] 2024-10-14 11:13:28,217 - Train: 70.20% [878200/1251000] [702.0/1000.0] [batch_t 0.219 (0.231)] [data_t 0.007] [optim_t 0.212] [lr 0.000635] [CE 3.952 (4.115)] [KD 2.941 (2.913)] 2024-10-14 11:13:37,190 - Test (net): 100.00% [50/50] [batch_t 0.241 (0.159)] [top1_cnt 38739] [top5_cnt 46923] [top_all 50000] 2024-10-14 11:13:37,191 - net: 77.478 (93.846) 2024-10-14 11:13:46,839 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.176)] [top1_cnt 39953] [top5_cnt 47448] [top_all 50000] 2024-10-14 11:13:46,840 - net_E: 79.906 (94.896) 2024-10-14 11:13:47,024 - Max [top1: 77.478 (epoch: 702)] [top1-ema: 79.906 (epoch: 702)] 2024-10-14 11:13:47,025 - ==> Total time: 2 days, 14:35:39 Eta: 1 day, 2:34:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:14:19,782 - Train: 70.20% [878250/1251000] [702.0/1000.0] [batch_t 0.243 (0.256)] [data_t 0.010] [optim_t 0.233] [lr 0.000634] [CE 4.391 (4.176)] [KD 2.858 (2.912)] 2024-10-14 11:14:32,407 - Train: 70.21% [878300/1251000] [702.1/1000.0] [batch_t 0.428 (0.252)] [data_t 0.008] [optim_t 0.420] [lr 0.000634] [CE 4.365 (4.134)] [KD 3.182 (2.951)] 2024-10-14 11:14:44,474 - Train: 70.21% [878350/1251000] [702.1/1000.0] [batch_t 0.252 (0.241)] [data_t 0.006] [optim_t 0.246] [lr 0.000634] [CE 4.198 (4.195)] [KD 2.943 (2.972)] 2024-10-14 11:14:56,340 - Train: 70.22% [878400/1251000] [702.2/1000.0] [batch_t 0.237 (0.237)] [data_t 0.010] [optim_t 0.227] [lr 0.000634] [CE 4.041 (4.105)] [KD 2.822 (2.911)] 2024-10-14 11:15:07,991 - Train: 70.22% [878450/1251000] [702.2/1000.0] [batch_t 0.230 (0.233)] [data_t 0.010] [optim_t 0.221] [lr 0.000634] [CE 4.027 (4.146)] [KD 2.887 (2.952)] 2024-10-14 11:15:19,997 - Train: 70.22% [878500/1251000] [702.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.000634] [CE 4.313 (4.152)] [KD 3.015 (2.923)] 2024-10-14 11:15:32,108 - Train: 70.23% [878550/1251000] [702.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.234] [lr 0.000634] [CE 4.107 (4.213)] [KD 2.947 (2.984)] 2024-10-14 11:15:43,703 - Train: 70.23% [878600/1251000] [702.3/1000.0] [batch_t 0.239 (0.232)] [data_t 0.008] [optim_t 0.231] [lr 0.000633] [CE 3.931 (4.125)] [KD 2.709 (2.929)] 2024-10-14 11:15:55,823 - Train: 70.24% [878650/1251000] [702.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.000633] [CE 3.692 (4.116)] [KD 2.979 (2.925)] 2024-10-14 11:16:07,671 - Train: 70.24% [878700/1251000] [702.4/1000.0] [batch_t 0.227 (0.237)] [data_t 0.008] [optim_t 0.219] [lr 0.000633] [CE 4.130 (4.203)] [KD 2.876 (3.008)] 2024-10-14 11:16:19,844 - Train: 70.24% [878750/1251000] [702.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.000633] [CE 4.151 (4.079)] [KD 2.811 (2.906)] 2024-10-14 11:16:31,984 - Train: 70.25% [878800/1251000] [702.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.000633] [CE 4.300 (4.167)] [KD 2.931 (2.944)] 2024-10-14 11:16:44,021 - Train: 70.25% [878850/1251000] [702.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.008] [optim_t 0.229] [lr 0.000633] [CE 4.032 (4.135)] [KD 2.867 (2.953)] 2024-10-14 11:16:56,150 - Train: 70.26% [878900/1251000] [702.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.008] [optim_t 0.229] [lr 0.000633] [CE 4.108 (4.098)] [KD 2.827 (2.877)] 2024-10-14 11:17:08,188 - Train: 70.26% [878950/1251000] [702.6/1000.0] [batch_t 0.220 (0.241)] [data_t 0.008] [optim_t 0.212] [lr 0.000632] [CE 4.140 (4.212)] [KD 2.866 (2.952)] 2024-10-14 11:17:20,241 - Train: 70.26% [879000/1251000] [702.6/1000.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.000632] [CE 3.869 (4.096)] [KD 2.860 (2.920)] 2024-10-14 11:17:32,128 - Train: 70.27% [879050/1251000] [702.7/1000.0] [batch_t 0.227 (0.238)] [data_t 0.010] [optim_t 0.217] [lr 0.000632] [CE 3.423 (4.175)] [KD 2.745 (2.963)] 2024-10-14 11:17:44,118 - Train: 70.27% [879100/1251000] [702.7/1000.0] [batch_t 0.217 (0.240)] [data_t 0.007] [optim_t 0.210] [lr 0.000632] [CE 3.963 (4.131)] [KD 2.798 (2.940)] 2024-10-14 11:17:56,035 - Train: 70.28% [879150/1251000] [702.8/1000.0] [batch_t 0.226 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.000632] [CE 4.001 (4.053)] [KD 2.977 (2.906)] 2024-10-14 11:18:07,947 - Train: 70.28% [879200/1251000] [702.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.000632] [CE 3.830 (4.126)] [KD 2.836 (2.906)] 2024-10-14 11:18:20,132 - Train: 70.28% [879250/1251000] [702.8/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.000631] [CE 4.367 (4.051)] [KD 2.975 (2.883)] 2024-10-14 11:18:33,023 - Train: 70.29% [879300/1251000] [702.9/1000.0] [batch_t 0.231 (0.258)] [data_t 0.008] [optim_t 0.223] [lr 0.000631] [CE 4.053 (4.177)] [KD 3.146 (2.993)] 2024-10-14 11:18:45,369 - Train: 70.29% [879350/1251000] [702.9/1000.0] [batch_t 0.231 (0.247)] [data_t 0.006] [optim_t 0.224] [lr 0.000631] [CE 4.461 (4.150)] [KD 3.068 (2.958)] 2024-10-14 11:18:57,297 - Train: 70.30% [879400/1251000] [703.0/1000.0] [batch_t 0.239 (0.238)] [data_t 0.006] [optim_t 0.233] [lr 0.000631] [CE 3.929 (4.046)] [KD 2.674 (2.901)] 2024-10-14 11:19:09,159 - Train: 70.30% [879450/1251000] [703.0/1000.0] [batch_t 0.227 (0.237)] [data_t 0.005] [optim_t 0.221] [lr 0.000631] [CE 3.969 (4.146)] [KD 3.068 (3.001)] 2024-10-14 11:19:19,121 - Test (net): 100.00% [50/50] [batch_t 0.298 (0.175)] [top1_cnt 38544] [top5_cnt 46747] [top_all 50000] 2024-10-14 11:19:19,122 - net: 77.088 (93.494) 2024-10-14 11:19:28,302 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.168)] [top1_cnt 39963] [top5_cnt 47444] [top_all 50000] 2024-10-14 11:19:28,302 - net_E: 79.926 (94.888) 2024-10-14 11:19:28,513 - Max [top1: 77.478 (epoch: 702)] [top1-ema: 79.926 (epoch: 703)] 2024-10-14 11:19:28,514 - ==> Total time: 2 days, 14:41:21 Eta: 1 day, 2:29:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:19:52,628 - Train: 70.30% [879500/1251000] [703.0/1000.0] [batch_t 0.235 (0.258)] [data_t 0.006] [optim_t 0.229] [lr 0.000631] [CE 3.904 (4.132)] [KD 2.830 (2.909)] 2024-10-14 11:20:04,874 - Train: 70.31% [879550/1251000] [703.1/1000.0] [batch_t 0.716 (0.245)] [data_t 0.007] [optim_t 0.709] [lr 0.000631] [CE 4.106 (4.118)] [KD 2.871 (2.941)] 2024-10-14 11:20:16,742 - Train: 70.31% [879600/1251000] [703.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000630] [CE 3.924 (4.139)] [KD 2.710 (2.917)] 2024-10-14 11:20:28,718 - Train: 70.32% [879650/1251000] [703.2/1000.0] [batch_t 0.423 (0.239)] [data_t 0.010] [optim_t 0.413] [lr 0.000630] [CE 4.506 (4.149)] [KD 3.127 (2.942)] 2024-10-14 11:20:40,331 - Train: 70.32% [879700/1251000] [703.2/1000.0] [batch_t 0.230 (0.232)] [data_t 0.010] [optim_t 0.220] [lr 0.000630] [CE 4.036 (4.131)] [KD 2.895 (2.922)] 2024-10-14 11:20:52,120 - Train: 70.32% [879750/1251000] [703.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.006] [optim_t 0.229] [lr 0.000630] [CE 4.330 (4.086)] [KD 3.187 (2.943)] 2024-10-14 11:21:04,128 - Train: 70.33% [879800/1251000] [703.3/1000.0] [batch_t 0.228 (0.240)] [data_t 0.011] [optim_t 0.217] [lr 0.000630] [CE 3.999 (4.202)] [KD 2.740 (2.945)] 2024-10-14 11:21:15,680 - Train: 70.33% [879850/1251000] [703.3/1000.0] [batch_t 0.222 (0.231)] [data_t 0.006] [optim_t 0.216] [lr 0.000630] [CE 4.395 (4.156)] [KD 3.300 (2.914)] 2024-10-14 11:21:27,875 - Train: 70.34% [879900/1251000] [703.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000630] [CE 4.154 (4.106)] [KD 2.785 (2.942)] 2024-10-14 11:21:39,354 - Train: 70.34% [879950/1251000] [703.4/1000.0] [batch_t 0.234 (0.229)] [data_t 0.010] [optim_t 0.224] [lr 0.000629] [CE 3.983 (4.144)] [KD 2.822 (2.929)] 2024-10-14 11:21:51,142 - Train: 70.34% [880000/1251000] [703.4/1000.0] [batch_t 0.218 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.000629] [CE 4.120 (4.086)] [KD 2.927 (2.938)] 2024-10-14 11:22:02,555 - Train: 70.35% [880050/1251000] [703.5/1000.0] [batch_t 0.230 (0.228)] [data_t 0.007] [optim_t 0.223] [lr 0.000629] [CE 4.105 (4.185)] [KD 2.880 (2.956)] 2024-10-14 11:22:14,473 - Train: 70.35% [880100/1251000] [703.5/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.000629] [CE 3.491 (4.195)] [KD 2.727 (2.950)] 2024-10-14 11:22:26,369 - Train: 70.36% [880150/1251000] [703.6/1000.0] [batch_t 0.209 (0.238)] [data_t 0.009] [optim_t 0.200] [lr 0.000629] [CE 3.989 (4.133)] [KD 2.983 (2.960)] 2024-10-14 11:22:38,338 - Train: 70.36% [880200/1251000] [703.6/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.000629] [CE 4.111 (4.115)] [KD 2.785 (2.914)] 2024-10-14 11:22:49,927 - Train: 70.36% [880250/1251000] [703.6/1000.0] [batch_t 0.234 (0.232)] [data_t 0.007] [optim_t 0.227] [lr 0.000628] [CE 4.176 (4.125)] [KD 3.031 (2.915)] 2024-10-14 11:23:01,443 - Train: 70.37% [880300/1251000] [703.7/1000.0] [batch_t 0.227 (0.230)] [data_t 0.010] [optim_t 0.218] [lr 0.000628] [CE 4.322 (4.103)] [KD 3.002 (2.911)] 2024-10-14 11:23:12,988 - Train: 70.37% [880350/1251000] [703.7/1000.0] [batch_t 0.220 (0.231)] [data_t 0.007] [optim_t 0.213] [lr 0.000628] [CE 4.437 (4.132)] [KD 3.072 (2.940)] 2024-10-14 11:23:24,938 - Train: 70.38% [880400/1251000] [703.8/1000.0] [batch_t 0.221 (0.239)] [data_t 0.008] [optim_t 0.214] [lr 0.000628] [CE 3.708 (4.092)] [KD 2.626 (2.949)] 2024-10-14 11:23:36,616 - Train: 70.38% [880450/1251000] [703.8/1000.0] [batch_t 0.214 (0.233)] [data_t 0.008] [optim_t 0.206] [lr 0.000628] [CE 4.062 (4.203)] [KD 2.966 (3.001)] 2024-10-14 11:23:48,418 - Train: 70.38% [880500/1251000] [703.8/1000.0] [batch_t 0.231 (0.236)] [data_t 0.006] [optim_t 0.225] [lr 0.000628] [CE 3.995 (4.116)] [KD 3.078 (2.935)] 2024-10-14 11:24:00,171 - Train: 70.39% [880550/1251000] [703.9/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.000628] [CE 4.395 (4.181)] [KD 2.935 (2.941)] 2024-10-14 11:24:11,898 - Train: 70.39% [880600/1251000] [703.9/1000.0] [batch_t 0.216 (0.234)] [data_t 0.011] [optim_t 0.205] [lr 0.000627] [CE 4.153 (4.171)] [KD 3.036 (2.959)] 2024-10-14 11:24:23,693 - Train: 70.40% [880650/1251000] [704.0/1000.0] [batch_t 0.245 (0.236)] [data_t 0.007] [optim_t 0.238] [lr 0.000627] [CE 4.270 (4.182)] [KD 2.789 (2.971)] 2024-10-14 11:24:35,671 - Train: 70.40% [880700/1251000] [704.0/1000.0] [batch_t 0.219 (0.239)] [data_t 0.006] [optim_t 0.213] [lr 0.000627] [CE 4.254 (4.144)] [KD 3.059 (2.917)] 2024-10-14 11:24:45,359 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 38730] [top5_cnt 46904] [top_all 50000] 2024-10-14 11:24:45,360 - net: 77.460 (93.808) 2024-10-14 11:24:54,098 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 39964] [top5_cnt 47467] [top_all 50000] 2024-10-14 11:24:54,099 - net_E: 79.928 (94.934) 2024-10-14 11:24:54,297 - Max [top1: 77.478 (epoch: 702)] [top1-ema: 79.928 (epoch: 704)] 2024-10-14 11:24:54,298 - ==> Total time: 2 days, 14:46:47 Eta: 1 day, 2:23:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:25:18,493 - Train: 70.40% [880750/1251000] [704.0/1000.0] [batch_t 0.241 (0.257)] [data_t 0.007] [optim_t 0.234] [lr 0.000627] [CE 3.853 (4.120)] [KD 2.862 (2.947)] 2024-10-14 11:25:30,616 - Train: 70.41% [880800/1251000] [704.1/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000627] [CE 4.571 (4.159)] [KD 3.202 (2.950)] 2024-10-14 11:25:42,799 - Train: 70.41% [880850/1251000] [704.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000627] [CE 3.711 (4.161)] [KD 2.643 (2.919)] 2024-10-14 11:25:54,755 - Train: 70.42% [880900/1251000] [704.2/1000.0] [batch_t 0.253 (0.239)] [data_t 0.010] [optim_t 0.243] [lr 0.000627] [CE 4.490 (4.172)] [KD 3.143 (2.916)] 2024-10-14 11:26:07,336 - Train: 70.42% [880950/1251000] [704.2/1000.0] [batch_t 0.228 (0.251)] [data_t 0.009] [optim_t 0.219] [lr 0.000626] [CE 4.054 (4.165)] [KD 2.725 (2.939)] 2024-10-14 11:26:19,224 - Train: 70.42% [881000/1251000] [704.2/1000.0] [batch_t 0.220 (0.238)] [data_t 0.008] [optim_t 0.212] [lr 0.000626] [CE 4.736 (4.176)] [KD 3.187 (2.932)] 2024-10-14 11:26:31,479 - Train: 70.43% [881050/1251000] [704.3/1000.0] [batch_t 0.224 (0.245)] [data_t 0.009] [optim_t 0.215] [lr 0.000626] [CE 4.506 (4.129)] [KD 2.908 (2.942)] 2024-10-14 11:26:43,406 - Train: 70.43% [881100/1251000] [704.3/1000.0] [batch_t 0.226 (0.238)] [data_t 0.012] [optim_t 0.214] [lr 0.000626] [CE 4.017 (4.159)] [KD 2.761 (2.944)] 2024-10-14 11:26:55,234 - Train: 70.44% [881150/1251000] [704.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.224] [lr 0.000626] [CE 3.651 (4.138)] [KD 2.939 (2.914)] 2024-10-14 11:27:07,616 - Train: 70.44% [881200/1251000] [704.4/1000.0] [batch_t 0.231 (0.247)] [data_t 0.007] [optim_t 0.224] [lr 0.000626] [CE 3.990 (4.134)] [KD 2.802 (2.917)] 2024-10-14 11:27:20,355 - Train: 70.44% [881250/1251000] [704.4/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.232] [lr 0.000625] [CE 4.596 (4.142)] [KD 3.130 (2.935)] 2024-10-14 11:27:32,274 - Train: 70.45% [881300/1251000] [704.5/1000.0] [batch_t 0.242 (0.238)] [data_t 0.007] [optim_t 0.234] [lr 0.000625] [CE 3.595 (4.175)] [KD 2.702 (2.943)] 2024-10-14 11:27:44,611 - Train: 70.45% [881350/1251000] [704.5/1000.0] [batch_t 0.223 (0.247)] [data_t 0.009] [optim_t 0.214] [lr 0.000625] [CE 4.358 (4.173)] [KD 3.117 (2.969)] 2024-10-14 11:27:56,532 - Train: 70.46% [881400/1251000] [704.6/1000.0] [batch_t 0.226 (0.238)] [data_t 0.010] [optim_t 0.216] [lr 0.000625] [CE 4.034 (4.173)] [KD 2.818 (2.955)] 2024-10-14 11:28:08,481 - Train: 70.46% [881450/1251000] [704.6/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.000625] [CE 3.931 (4.118)] [KD 2.841 (2.905)] 2024-10-14 11:28:20,932 - Train: 70.46% [881500/1251000] [704.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.006] [optim_t 0.229] [lr 0.000625] [CE 3.672 (4.116)] [KD 2.781 (2.909)] 2024-10-14 11:28:33,315 - Train: 70.47% [881550/1251000] [704.7/1000.0] [batch_t 0.219 (0.247)] [data_t 0.008] [optim_t 0.211] [lr 0.000625] [CE 4.221 (4.173)] [KD 2.944 (2.949)] 2024-10-14 11:28:45,023 - Train: 70.47% [881600/1251000] [704.7/1000.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.000624] [CE 4.000 (4.118)] [KD 2.980 (2.910)] 2024-10-14 11:28:57,015 - Train: 70.48% [881650/1251000] [704.8/1000.0] [batch_t 0.240 (0.240)] [data_t 0.008] [optim_t 0.232] [lr 0.000624] [CE 3.693 (4.147)] [KD 2.834 (2.945)] 2024-10-14 11:29:09,092 - Train: 70.48% [881700/1251000] [704.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.010] [optim_t 0.226] [lr 0.000624] [CE 3.930 (4.160)] [KD 2.805 (2.947)] 2024-10-14 11:29:20,868 - Train: 70.48% [881750/1251000] [704.8/1000.0] [batch_t 0.235 (0.235)] [data_t 0.006] [optim_t 0.229] [lr 0.000624] [CE 4.348 (4.114)] [KD 3.164 (2.934)] 2024-10-14 11:29:32,794 - Train: 70.49% [881800/1251000] [704.9/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.000624] [CE 4.540 (4.212)] [KD 3.017 (2.982)] 2024-10-14 11:29:45,496 - Train: 70.49% [881850/1251000] [704.9/1000.0] [batch_t 0.226 (0.254)] [data_t 0.007] [optim_t 0.219] [lr 0.000624] [CE 4.141 (4.132)] [KD 2.817 (2.898)] 2024-10-14 11:29:57,744 - Train: 70.50% [881900/1251000] [705.0/1000.0] [batch_t 0.545 (0.245)] [data_t 0.007] [optim_t 0.538] [lr 0.000624] [CE 4.548 (4.072)] [KD 3.254 (2.914)] 2024-10-14 11:30:09,643 - Train: 70.50% [881950/1251000] [705.0/1000.0] [batch_t 0.216 (0.238)] [data_t 0.008] [optim_t 0.209] [lr 0.000623] [CE 4.170 (4.142)] [KD 2.876 (2.913)] 2024-10-14 11:30:19,825 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 38722] [top5_cnt 46891] [top_all 50000] 2024-10-14 11:30:19,826 - net: 77.444 (93.782) 2024-10-14 11:30:29,026 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 39978] [top5_cnt 47440] [top_all 50000] 2024-10-14 11:30:29,026 - net_E: 79.956 (94.880) 2024-10-14 11:30:29,260 - Max [top1: 77.478 (epoch: 702)] [top1-ema: 79.956 (epoch: 705)] 2024-10-14 11:30:29,261 - ==> Total time: 2 days, 14:52:22 Eta: 1 day, 2:18:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:30:56,677 - Train: 70.50% [882000/1251000] [705.0/1000.0] [batch_t 0.228 (0.255)] [data_t 0.009] [optim_t 0.219] [lr 0.000623] [CE 3.862 (4.175)] [KD 2.889 (2.970)] 2024-10-14 11:31:08,868 - Train: 70.51% [882050/1251000] [705.1/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.000623] [CE 4.673 (4.111)] [KD 3.272 (2.938)] 2024-10-14 11:31:20,975 - Train: 70.51% [882100/1251000] [705.1/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.000623] [CE 4.379 (4.102)] [KD 3.160 (2.904)] 2024-10-14 11:31:32,987 - Train: 70.52% [882150/1251000] [705.2/1000.0] [batch_t 0.242 (0.240)] [data_t 0.008] [optim_t 0.233] [lr 0.000623] [CE 4.381 (4.121)] [KD 3.024 (2.921)] 2024-10-14 11:31:44,999 - Train: 70.52% [882200/1251000] [705.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.000623] [CE 4.001 (4.131)] [KD 2.837 (2.942)] 2024-10-14 11:31:56,875 - Train: 70.52% [882250/1251000] [705.2/1000.0] [batch_t 0.212 (0.237)] [data_t 0.006] [optim_t 0.206] [lr 0.000622] [CE 4.273 (4.126)] [KD 2.857 (2.957)] 2024-10-14 11:32:08,797 - Train: 70.53% [882300/1251000] [705.3/1000.0] [batch_t 0.231 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.000622] [CE 3.671 (4.104)] [KD 2.761 (2.925)] 2024-10-14 11:32:20,661 - Train: 70.53% [882350/1251000] [705.3/1000.0] [batch_t 0.245 (0.237)] [data_t 0.007] [optim_t 0.238] [lr 0.000622] [CE 4.487 (4.102)] [KD 2.899 (2.889)] 2024-10-14 11:32:32,542 - Train: 70.54% [882400/1251000] [705.4/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.228] [lr 0.000622] [CE 4.139 (4.103)] [KD 2.988 (2.908)] 2024-10-14 11:32:44,313 - Train: 70.54% [882450/1251000] [705.4/1000.0] [batch_t 0.232 (0.235)] [data_t 0.008] [optim_t 0.224] [lr 0.000622] [CE 4.136 (4.107)] [KD 2.827 (2.895)] 2024-10-14 11:32:56,618 - Train: 70.54% [882500/1251000] [705.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.000622] [CE 4.020 (4.148)] [KD 2.706 (2.965)] 2024-10-14 11:33:08,706 - Train: 70.55% [882550/1251000] [705.5/1000.0] [batch_t 0.231 (0.242)] [data_t 0.006] [optim_t 0.224] [lr 0.000622] [CE 4.039 (4.117)] [KD 2.654 (2.925)] 2024-10-14 11:33:20,612 - Train: 70.55% [882600/1251000] [705.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000621] [CE 3.994 (4.191)] [KD 2.773 (2.964)] 2024-10-14 11:33:32,609 - Train: 70.56% [882650/1251000] [705.6/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.000621] [CE 4.177 (4.139)] [KD 2.959 (2.911)] 2024-10-14 11:33:44,564 - Train: 70.56% [882700/1251000] [705.6/1000.0] [batch_t 0.229 (0.239)] [data_t 0.008] [optim_t 0.221] [lr 0.000621] [CE 3.701 (4.141)] [KD 2.913 (2.958)] 2024-10-14 11:33:56,284 - Train: 70.56% [882750/1251000] [705.6/1000.0] [batch_t 0.232 (0.234)] [data_t 0.007] [optim_t 0.224] [lr 0.000621] [CE 4.202 (4.192)] [KD 2.895 (2.960)] 2024-10-14 11:34:08,406 - Train: 70.57% [882800/1251000] [705.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.000621] [CE 3.417 (4.112)] [KD 2.562 (2.895)] 2024-10-14 11:34:20,399 - Train: 70.57% [882850/1251000] [705.7/1000.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.218] [lr 0.000621] [CE 4.230 (4.168)] [KD 2.972 (2.964)] 2024-10-14 11:34:32,637 - Train: 70.58% [882900/1251000] [705.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.010] [optim_t 0.222] [lr 0.000621] [CE 3.774 (4.130)] [KD 2.727 (2.945)] 2024-10-14 11:34:44,172 - Train: 70.58% [882950/1251000] [705.8/1000.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.000620] [CE 3.968 (4.141)] [KD 2.746 (2.933)] 2024-10-14 11:34:56,193 - Train: 70.58% [883000/1251000] [705.8/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.000620] [CE 4.299 (4.128)] [KD 3.058 (2.948)] 2024-10-14 11:35:08,445 - Train: 70.59% [883050/1251000] [705.9/1000.0] [batch_t 0.216 (0.245)] [data_t 0.008] [optim_t 0.208] [lr 0.000620] [CE 3.976 (4.157)] [KD 2.842 (2.905)] 2024-10-14 11:35:20,754 - Train: 70.59% [883100/1251000] [705.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.000620] [CE 4.560 (4.111)] [KD 3.185 (2.934)] 2024-10-14 11:35:32,425 - Train: 70.60% [883150/1251000] [706.0/1000.0] [batch_t 0.224 (0.233)] [data_t 0.008] [optim_t 0.216] [lr 0.000620] [CE 3.562 (4.106)] [KD 2.594 (2.925)] 2024-10-14 11:35:44,202 - Train: 70.60% [883200/1251000] [706.0/1000.0] [batch_t 0.211 (0.235)] [data_t 0.006] [optim_t 0.205] [lr 0.000620] [CE 4.491 (4.190)] [KD 2.936 (2.932)] 2024-10-14 11:35:54,035 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 38824] [top5_cnt 46960] [top_all 50000] 2024-10-14 11:35:54,035 - net: 77.648 (93.920) 2024-10-14 11:36:03,032 - Test (net_E): 100.00% [50/50] [batch_t 0.090 (0.165)] [top1_cnt 40030] [top5_cnt 47460] [top_all 50000] 2024-10-14 11:36:03,032 - net_E: 80.060 (94.920) 2024-10-14 11:36:03,268 - Max [top1: 77.648 (epoch: 706)] [top1-ema: 80.060 (epoch: 706)] 2024-10-14 11:36:03,269 - ==> Total time: 2 days, 14:57:56 Eta: 1 day, 2:13:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:36:35,124 - Train: 70.60% [883250/1251000] [706.0/1000.0] [batch_t 0.228 (0.250)] [data_t 0.007] [optim_t 0.221] [lr 0.000620] [CE 3.755 (4.174)] [KD 2.715 (2.929)] 2024-10-14 11:36:47,264 - Train: 70.61% [883300/1251000] [706.1/1000.0] [batch_t 0.222 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.000619] [CE 4.190 (4.138)] [KD 2.878 (2.883)] 2024-10-14 11:36:59,504 - Train: 70.61% [883350/1251000] [706.1/1000.0] [batch_t 0.248 (0.245)] [data_t 0.006] [optim_t 0.242] [lr 0.000619] [CE 3.703 (4.072)] [KD 2.617 (2.876)] 2024-10-14 11:37:11,326 - Train: 70.62% [883400/1251000] [706.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.007] [optim_t 0.229] [lr 0.000619] [CE 3.756 (4.136)] [KD 2.741 (2.914)] 2024-10-14 11:37:23,498 - Train: 70.62% [883450/1251000] [706.2/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.000619] [CE 3.960 (4.181)] [KD 2.885 (2.914)] 2024-10-14 11:37:35,375 - Train: 70.62% [883500/1251000] [706.2/1000.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.000619] [CE 3.833 (4.134)] [KD 2.758 (2.892)] 2024-10-14 11:37:47,223 - Train: 70.63% [883550/1251000] [706.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.008] [optim_t 0.224] [lr 0.000619] [CE 4.289 (4.162)] [KD 3.033 (2.947)] 2024-10-14 11:37:59,062 - Train: 70.63% [883600/1251000] [706.3/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000618] [CE 3.948 (4.182)] [KD 2.837 (2.924)] 2024-10-14 11:38:11,940 - Train: 70.64% [883650/1251000] [706.4/1000.0] [batch_t 0.232 (0.257)] [data_t 0.010] [optim_t 0.222] [lr 0.000618] [CE 4.622 (4.109)] [KD 3.226 (2.922)] 2024-10-14 11:38:23,837 - Train: 70.64% [883700/1251000] [706.4/1000.0] [batch_t 0.228 (0.238)] [data_t 0.008] [optim_t 0.220] [lr 0.000618] [CE 4.522 (4.109)] [KD 3.273 (2.930)] 2024-10-14 11:38:35,781 - Train: 70.64% [883750/1251000] [706.4/1000.0] [batch_t 0.254 (0.239)] [data_t 0.010] [optim_t 0.244] [lr 0.000618] [CE 4.527 (4.041)] [KD 3.161 (2.877)] 2024-10-14 11:38:47,575 - Train: 70.65% [883800/1251000] [706.5/1000.0] [batch_t 0.245 (0.236)] [data_t 0.008] [optim_t 0.237] [lr 0.000618] [CE 3.575 (4.071)] [KD 2.617 (2.900)] 2024-10-14 11:38:59,153 - Train: 70.65% [883850/1251000] [706.5/1000.0] [batch_t 0.219 (0.231)] [data_t 0.011] [optim_t 0.208] [lr 0.000618] [CE 4.885 (4.170)] [KD 3.324 (2.921)] 2024-10-14 11:39:10,846 - Train: 70.66% [883900/1251000] [706.6/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.224] [lr 0.000618] [CE 3.939 (4.121)] [KD 2.670 (2.888)] 2024-10-14 11:39:22,850 - Train: 70.66% [883950/1251000] [706.6/1000.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.000617] [CE 4.297 (4.137)] [KD 3.059 (2.939)] 2024-10-14 11:39:34,940 - Train: 70.66% [884000/1251000] [706.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.008] [optim_t 0.233] [lr 0.000617] [CE 4.001 (4.168)] [KD 2.873 (2.955)] 2024-10-14 11:39:46,637 - Train: 70.67% [884050/1251000] [706.7/1000.0] [batch_t 0.226 (0.234)] [data_t 0.009] [optim_t 0.217] [lr 0.000617] [CE 4.195 (4.148)] [KD 2.893 (2.908)] 2024-10-14 11:39:58,470 - Train: 70.67% [884100/1251000] [706.7/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.000617] [CE 4.045 (4.178)] [KD 2.715 (2.928)] 2024-10-14 11:40:10,324 - Train: 70.68% [884150/1251000] [706.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.006] [optim_t 0.225] [lr 0.000617] [CE 4.174 (4.092)] [KD 2.725 (2.882)] 2024-10-14 11:40:22,366 - Train: 70.68% [884200/1251000] [706.8/1000.0] [batch_t 0.404 (0.241)] [data_t 0.007] [optim_t 0.397] [lr 0.000617] [CE 4.265 (4.128)] [KD 3.160 (2.927)] 2024-10-14 11:40:34,288 - Train: 70.68% [884250/1251000] [706.8/1000.0] [batch_t 0.234 (0.238)] [data_t 0.006] [optim_t 0.228] [lr 0.000617] [CE 4.230 (4.173)] [KD 2.963 (2.937)] 2024-10-14 11:40:46,669 - Train: 70.69% [884300/1251000] [706.9/1000.0] [batch_t 0.241 (0.247)] [data_t 0.007] [optim_t 0.234] [lr 0.000616] [CE 4.182 (4.092)] [KD 3.024 (2.869)] 2024-10-14 11:40:58,628 - Train: 70.69% [884350/1251000] [706.9/1000.0] [batch_t 0.218 (0.239)] [data_t 0.008] [optim_t 0.210] [lr 0.000616] [CE 4.311 (4.193)] [KD 3.168 (2.973)] 2024-10-14 11:41:10,437 - Train: 70.70% [884400/1251000] [707.0/1000.0] [batch_t 0.219 (0.236)] [data_t 0.010] [optim_t 0.209] [lr 0.000616] [CE 3.949 (4.146)] [KD 2.758 (2.945)] 2024-10-14 11:41:22,053 - Train: 70.70% [884450/1251000] [707.0/1000.0] [batch_t 0.233 (0.232)] [data_t 0.006] [optim_t 0.226] [lr 0.000616] [CE 4.314 (4.163)] [KD 3.119 (2.943)] 2024-10-14 11:41:32,529 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 38661] [top5_cnt 46869] [top_all 50000] 2024-10-14 11:41:32,530 - net: 77.322 (93.738) 2024-10-14 11:41:41,763 - Test (net_E): 100.00% [50/50] [batch_t 0.044 (0.168)] [top1_cnt 39999] [top5_cnt 47459] [top_all 50000] 2024-10-14 11:41:41,764 - net_E: 79.998 (94.918) 2024-10-14 11:41:41,975 - Max [top1: 77.648 (epoch: 706)] [top1-ema: 80.060 (epoch: 706)] 2024-10-14 11:41:41,975 - ==> Total time: 2 days, 15:03:34 Eta: 1 day, 2:08:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:41:55,981 - Train: 70.70% [884500/1251000] [707.0/1000.0] [batch_t 0.226 (0.253)] [data_t 0.009] [optim_t 0.216] [lr 0.000616] [CE 4.269 (4.135)] [KD 2.974 (2.887)] 2024-10-14 11:42:08,436 - Train: 70.71% [884550/1251000] [707.1/1000.0] [batch_t 0.220 (0.249)] [data_t 0.009] [optim_t 0.211] [lr 0.000616] [CE 4.392 (4.173)] [KD 2.987 (2.941)] 2024-10-14 11:42:20,731 - Train: 70.71% [884600/1251000] [707.1/1000.0] [batch_t 0.219 (0.246)] [data_t 0.010] [optim_t 0.210] [lr 0.000616] [CE 4.098 (4.233)] [KD 2.888 (2.970)] 2024-10-14 11:42:32,468 - Train: 70.72% [884650/1251000] [707.2/1000.0] [batch_t 0.242 (0.235)] [data_t 0.008] [optim_t 0.234] [lr 0.000615] [CE 4.536 (4.196)] [KD 3.142 (2.939)] 2024-10-14 11:42:44,155 - Train: 70.72% [884700/1251000] [707.2/1000.0] [batch_t 0.224 (0.234)] [data_t 0.011] [optim_t 0.213] [lr 0.000615] [CE 4.059 (4.126)] [KD 2.734 (2.894)] 2024-10-14 11:42:56,142 - Train: 70.72% [884750/1251000] [707.2/1000.0] [batch_t 0.217 (0.240)] [data_t 0.008] [optim_t 0.209] [lr 0.000615] [CE 4.271 (4.089)] [KD 2.839 (2.870)] 2024-10-14 11:43:07,815 - Train: 70.73% [884800/1251000] [707.3/1000.0] [batch_t 0.225 (0.233)] [data_t 0.010] [optim_t 0.214] [lr 0.000615] [CE 4.103 (4.201)] [KD 2.885 (2.917)] 2024-10-14 11:43:19,844 - Train: 70.73% [884850/1251000] [707.3/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.000615] [CE 4.616 (4.138)] [KD 2.897 (2.922)] 2024-10-14 11:43:32,056 - Train: 70.74% [884900/1251000] [707.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.235] [lr 0.000615] [CE 4.199 (4.128)] [KD 2.952 (2.921)] 2024-10-14 11:43:44,064 - Train: 70.74% [884950/1251000] [707.4/1000.0] [batch_t 0.219 (0.240)] [data_t 0.009] [optim_t 0.210] [lr 0.000614] [CE 3.799 (4.086)] [KD 2.730 (2.915)] 2024-10-14 11:43:55,698 - Train: 70.74% [885000/1251000] [707.4/1000.0] [batch_t 0.234 (0.233)] [data_t 0.008] [optim_t 0.226] [lr 0.000614] [CE 4.068 (4.161)] [KD 2.869 (2.899)] 2024-10-14 11:44:07,324 - Train: 70.75% [885050/1251000] [707.5/1000.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.000614] [CE 3.769 (4.182)] [KD 2.796 (2.956)] 2024-10-14 11:44:19,089 - Train: 70.75% [885100/1251000] [707.5/1000.0] [batch_t 0.217 (0.235)] [data_t 0.010] [optim_t 0.207] [lr 0.000614] [CE 4.623 (4.129)] [KD 3.045 (2.938)] 2024-10-14 11:44:31,197 - Train: 70.76% [885150/1251000] [707.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.234] [lr 0.000614] [CE 4.581 (4.119)] [KD 3.272 (2.904)] 2024-10-14 11:44:42,852 - Train: 70.76% [885200/1251000] [707.6/1000.0] [batch_t 0.218 (0.233)] [data_t 0.007] [optim_t 0.212] [lr 0.000614] [CE 4.292 (4.165)] [KD 2.904 (2.948)] 2024-10-14 11:44:54,803 - Train: 70.76% [885250/1251000] [707.6/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.000614] [CE 3.939 (4.149)] [KD 2.977 (2.940)] 2024-10-14 11:45:06,445 - Train: 70.77% [885300/1251000] [707.7/1000.0] [batch_t 0.231 (0.233)] [data_t 0.011] [optim_t 0.220] [lr 0.000613] [CE 4.658 (4.174)] [KD 3.109 (2.932)] 2024-10-14 11:45:18,714 - Train: 70.77% [885350/1251000] [707.7/1000.0] [batch_t 0.411 (0.245)] [data_t 0.006] [optim_t 0.405] [lr 0.000613] [CE 3.906 (4.137)] [KD 2.913 (2.917)] 2024-10-14 11:45:30,548 - Train: 70.78% [885400/1251000] [707.8/1000.0] [batch_t 0.227 (0.237)] [data_t 0.010] [optim_t 0.217] [lr 0.000613] [CE 4.249 (4.218)] [KD 3.080 (2.953)] 2024-10-14 11:45:42,251 - Train: 70.78% [885450/1251000] [707.8/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.000613] [CE 4.312 (4.167)] [KD 2.975 (2.939)] 2024-10-14 11:45:53,884 - Train: 70.78% [885500/1251000] [707.8/1000.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.000613] [CE 4.278 (4.142)] [KD 3.005 (2.914)] 2024-10-14 11:46:05,944 - Train: 70.79% [885550/1251000] [707.9/1000.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.209] [lr 0.000613] [CE 3.750 (4.117)] [KD 2.778 (2.905)] 2024-10-14 11:46:17,562 - Train: 70.79% [885600/1251000] [707.9/1000.0] [batch_t 0.230 (0.232)] [data_t 0.007] [optim_t 0.223] [lr 0.000613] [CE 4.457 (4.205)] [KD 3.111 (2.969)] 2024-10-14 11:46:29,409 - Train: 70.80% [885650/1251000] [708.0/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.219] [lr 0.000612] [CE 4.389 (4.171)] [KD 3.033 (2.954)] 2024-10-14 11:46:41,182 - Train: 70.80% [885700/1251000] [708.0/1000.0] [batch_t 0.219 (0.235)] [data_t 0.006] [optim_t 0.214] [lr 0.000612] [CE 4.043 (4.139)] [KD 2.817 (2.902)] 2024-10-14 11:46:51,011 - Test (net): 100.00% [50/50] [batch_t 0.049 (0.149)] [top1_cnt 38669] [top5_cnt 46885] [top_all 50000] 2024-10-14 11:46:51,011 - net: 77.338 (93.770) 2024-10-14 11:46:59,414 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.152)] [top1_cnt 40004] [top5_cnt 47466] [top_all 50000] 2024-10-14 11:46:59,415 - net_E: 80.008 (94.932) 2024-10-14 11:46:59,637 - Max [top1: 77.648 (epoch: 706)] [top1-ema: 80.060 (epoch: 706)] 2024-10-14 11:46:59,638 - ==> Total time: 2 days, 15:08:52 Eta: 1 day, 2:02:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:47:13,030 - Train: 70.80% [885750/1251000] [708.0/1000.0] [batch_t 0.236 (0.258)] [data_t 0.009] [optim_t 0.227] [lr 0.000612] [CE 3.855 (4.127)] [KD 3.032 (2.911)] 2024-10-14 11:47:25,576 - Train: 70.81% [885800/1251000] [708.1/1000.0] [batch_t 0.225 (0.251)] [data_t 0.008] [optim_t 0.217] [lr 0.000612] [CE 4.227 (4.121)] [KD 2.893 (2.897)] 2024-10-14 11:47:36,972 - Train: 70.81% [885850/1251000] [708.1/1000.0] [batch_t 0.226 (0.228)] [data_t 0.008] [optim_t 0.218] [lr 0.000612] [CE 4.033 (4.118)] [KD 2.818 (2.914)] 2024-10-14 11:47:48,942 - Train: 70.82% [885900/1251000] [708.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.008] [optim_t 0.226] [lr 0.000612] [CE 3.751 (4.087)] [KD 2.811 (2.932)] 2024-10-14 11:48:00,675 - Train: 70.82% [885950/1251000] [708.2/1000.0] [batch_t 0.237 (0.234)] [data_t 0.008] [optim_t 0.229] [lr 0.000612] [CE 4.545 (4.163)] [KD 3.225 (2.974)] 2024-10-14 11:48:12,473 - Train: 70.82% [886000/1251000] [708.2/1000.0] [batch_t 0.230 (0.236)] [data_t 0.008] [optim_t 0.221] [lr 0.000611] [CE 3.708 (4.092)] [KD 2.780 (2.906)] 2024-10-14 11:48:24,262 - Train: 70.83% [886050/1251000] [708.3/1000.0] [batch_t 0.220 (0.236)] [data_t 0.006] [optim_t 0.213] [lr 0.000611] [CE 4.182 (4.078)] [KD 2.751 (2.884)] 2024-10-14 11:48:36,554 - Train: 70.83% [886100/1251000] [708.3/1000.0] [batch_t 0.244 (0.246)] [data_t 0.007] [optim_t 0.237] [lr 0.000611] [CE 3.929 (4.128)] [KD 2.764 (2.942)] 2024-10-14 11:48:48,593 - Train: 70.84% [886150/1251000] [708.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000611] [CE 4.113 (4.124)] [KD 2.586 (2.912)] 2024-10-14 11:49:00,726 - Train: 70.84% [886200/1251000] [708.4/1000.0] [batch_t 0.221 (0.242)] [data_t 0.009] [optim_t 0.212] [lr 0.000611] [CE 3.807 (4.135)] [KD 2.726 (2.879)] 2024-10-14 11:49:12,612 - Train: 70.84% [886250/1251000] [708.4/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.221] [lr 0.000611] [CE 3.994 (4.111)] [KD 2.904 (2.920)] 2024-10-14 11:49:24,689 - Train: 70.85% [886300/1251000] [708.5/1000.0] [batch_t 0.239 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.000610] [CE 4.282 (4.141)] [KD 2.881 (2.908)] 2024-10-14 11:49:36,630 - Train: 70.85% [886350/1251000] [708.5/1000.0] [batch_t 0.242 (0.239)] [data_t 0.006] [optim_t 0.236] [lr 0.000610] [CE 4.187 (4.136)] [KD 3.023 (2.908)] 2024-10-14 11:49:48,708 - Train: 70.86% [886400/1251000] [708.6/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.000610] [CE 4.701 (4.191)] [KD 3.198 (2.933)] 2024-10-14 11:50:00,854 - Train: 70.86% [886450/1251000] [708.6/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.000610] [CE 3.758 (4.073)] [KD 2.875 (2.917)] 2024-10-14 11:50:12,907 - Train: 70.86% [886500/1251000] [708.6/1000.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.000610] [CE 4.413 (4.183)] [KD 3.014 (2.942)] 2024-10-14 11:50:25,039 - Train: 70.87% [886550/1251000] [708.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.006] [optim_t 0.238] [lr 0.000610] [CE 4.450 (4.113)] [KD 3.096 (2.903)] 2024-10-14 11:50:36,793 - Train: 70.87% [886600/1251000] [708.7/1000.0] [batch_t 0.457 (0.235)] [data_t 0.009] [optim_t 0.448] [lr 0.000610] [CE 4.546 (4.112)] [KD 3.040 (2.938)] 2024-10-14 11:50:48,356 - Train: 70.88% [886650/1251000] [708.8/1000.0] [batch_t 0.219 (0.231)] [data_t 0.007] [optim_t 0.212] [lr 0.000609] [CE 4.676 (4.143)] [KD 3.042 (2.952)] 2024-10-14 11:51:00,439 - Train: 70.88% [886700/1251000] [708.8/1000.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.000609] [CE 3.927 (4.193)] [KD 2.730 (2.904)] 2024-10-14 11:51:12,290 - Train: 70.88% [886750/1251000] [708.8/1000.0] [batch_t 0.219 (0.237)] [data_t 0.010] [optim_t 0.209] [lr 0.000609] [CE 3.999 (4.155)] [KD 2.940 (2.938)] 2024-10-14 11:51:24,370 - Train: 70.89% [886800/1251000] [708.9/1000.0] [batch_t 0.225 (0.241)] [data_t 0.007] [optim_t 0.218] [lr 0.000609] [CE 4.138 (4.128)] [KD 2.946 (2.930)] 2024-10-14 11:51:36,770 - Train: 70.89% [886850/1251000] [708.9/1000.0] [batch_t 0.247 (0.248)] [data_t 0.007] [optim_t 0.240] [lr 0.000609] [CE 3.990 (4.118)] [KD 2.710 (2.934)] 2024-10-14 11:51:48,557 - Train: 70.90% [886900/1251000] [709.0/1000.0] [batch_t 0.248 (0.235)] [data_t 0.010] [optim_t 0.238] [lr 0.000609] [CE 4.180 (4.184)] [KD 2.920 (2.974)] 2024-10-14 11:52:00,173 - Train: 70.90% [886950/1251000] [709.0/1000.0] [batch_t 0.207 (0.232)] [data_t 0.008] [optim_t 0.199] [lr 0.000609] [CE 4.020 (4.138)] [KD 2.926 (2.943)] 2024-10-14 11:52:11,859 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.182)] [top1_cnt 38820] [top5_cnt 46913] [top_all 50000] 2024-10-14 11:52:11,860 - net: 77.640 (93.826) 2024-10-14 11:52:22,255 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.191)] [top1_cnt 40025] [top5_cnt 47471] [top_all 50000] 2024-10-14 11:52:22,255 - net_E: 80.050 (94.942) 2024-10-14 11:52:22,442 - Max [top1: 77.648 (epoch: 706)] [top1-ema: 80.060 (epoch: 706)] 2024-10-14 11:52:22,442 - ==> Total time: 2 days, 15:14:15 Eta: 1 day, 1:57:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:52:36,169 - Train: 70.90% [887000/1251000] [709.0/1000.0] [batch_t 0.258 (0.261)] [data_t 0.011] [optim_t 0.247] [lr 0.000608] [CE 4.317 (4.215)] [KD 3.150 (2.940)] 2024-10-14 11:52:48,888 - Train: 70.91% [887050/1251000] [709.1/1000.0] [batch_t 0.248 (0.254)] [data_t 0.007] [optim_t 0.241] [lr 0.000608] [CE 4.797 (4.191)] [KD 3.267 (2.943)] 2024-10-14 11:53:01,335 - Train: 70.91% [887100/1251000] [709.1/1000.0] [batch_t 0.239 (0.249)] [data_t 0.006] [optim_t 0.232] [lr 0.000608] [CE 4.247 (4.158)] [KD 2.860 (2.940)] 2024-10-14 11:53:13,409 - Train: 70.92% [887150/1251000] [709.2/1000.0] [batch_t 0.271 (0.241)] [data_t 0.006] [optim_t 0.264] [lr 0.000608] [CE 4.268 (4.104)] [KD 2.980 (2.896)] 2024-10-14 11:53:25,428 - Train: 70.92% [887200/1251000] [709.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.000608] [CE 4.374 (4.069)] [KD 3.066 (2.865)] 2024-10-14 11:53:37,749 - Train: 70.92% [887250/1251000] [709.2/1000.0] [batch_t 0.222 (0.246)] [data_t 0.006] [optim_t 0.216] [lr 0.000608] [CE 4.247 (4.177)] [KD 2.798 (2.927)] 2024-10-14 11:53:49,745 - Train: 70.93% [887300/1251000] [709.3/1000.0] [batch_t 0.231 (0.240)] [data_t 0.010] [optim_t 0.221] [lr 0.000608] [CE 4.221 (4.169)] [KD 3.005 (2.976)] 2024-10-14 11:54:02,451 - Train: 70.93% [887350/1251000] [709.3/1000.0] [batch_t 0.222 (0.254)] [data_t 0.008] [optim_t 0.214] [lr 0.000607] [CE 4.416 (4.060)] [KD 2.992 (2.858)] 2024-10-14 11:54:14,229 - Train: 70.94% [887400/1251000] [709.4/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.000607] [CE 4.041 (4.147)] [KD 2.862 (2.895)] 2024-10-14 11:54:26,454 - Train: 70.94% [887450/1251000] [709.4/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.219] [lr 0.000607] [CE 3.885 (4.204)] [KD 2.824 (2.963)] 2024-10-14 11:54:38,421 - Train: 70.94% [887500/1251000] [709.4/1000.0] [batch_t 0.221 (0.239)] [data_t 0.010] [optim_t 0.210] [lr 0.000607] [CE 4.261 (4.112)] [KD 2.809 (2.880)] 2024-10-14 11:54:50,573 - Train: 70.95% [887550/1251000] [709.5/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.219] [lr 0.000607] [CE 4.165 (4.177)] [KD 2.976 (2.948)] 2024-10-14 11:55:02,497 - Train: 70.95% [887600/1251000] [709.5/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.221] [lr 0.000607] [CE 4.325 (4.097)] [KD 2.947 (2.893)] 2024-10-14 11:55:15,059 - Train: 70.96% [887650/1251000] [709.6/1000.0] [batch_t 0.237 (0.251)] [data_t 0.011] [optim_t 0.226] [lr 0.000606] [CE 4.400 (4.202)] [KD 3.121 (2.917)] 2024-10-14 11:55:27,147 - Train: 70.96% [887700/1251000] [709.6/1000.0] [batch_t 0.222 (0.242)] [data_t 0.008] [optim_t 0.215] [lr 0.000606] [CE 4.147 (4.125)] [KD 3.007 (2.901)] 2024-10-14 11:55:38,705 - Train: 70.96% [887750/1251000] [709.6/1000.0] [batch_t 0.229 (0.231)] [data_t 0.008] [optim_t 0.220] [lr 0.000606] [CE 4.275 (4.179)] [KD 2.972 (2.945)] 2024-10-14 11:55:50,494 - Train: 70.97% [887800/1251000] [709.7/1000.0] [batch_t 0.254 (0.236)] [data_t 0.007] [optim_t 0.247] [lr 0.000606] [CE 4.135 (4.147)] [KD 2.999 (2.918)] 2024-10-14 11:56:02,803 - Train: 70.97% [887850/1251000] [709.7/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.000606] [CE 3.942 (4.092)] [KD 2.735 (2.874)] 2024-10-14 11:56:14,843 - Train: 70.98% [887900/1251000] [709.8/1000.0] [batch_t 0.224 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.000606] [CE 4.126 (4.175)] [KD 2.982 (2.948)] 2024-10-14 11:56:27,109 - Train: 70.98% [887950/1251000] [709.8/1000.0] [batch_t 0.220 (0.245)] [data_t 0.008] [optim_t 0.212] [lr 0.000606] [CE 4.014 (4.166)] [KD 2.808 (2.959)] 2024-10-14 11:56:38,751 - Train: 70.98% [888000/1251000] [709.8/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.000605] [CE 4.100 (4.144)] [KD 2.742 (2.945)] 2024-10-14 11:56:50,735 - Train: 70.99% [888050/1251000] [709.9/1000.0] [batch_t 0.219 (0.240)] [data_t 0.008] [optim_t 0.211] [lr 0.000605] [CE 3.711 (4.160)] [KD 2.627 (2.903)] 2024-10-14 11:57:02,654 - Train: 70.99% [888100/1251000] [709.9/1000.0] [batch_t 0.243 (0.238)] [data_t 0.008] [optim_t 0.235] [lr 0.000605] [CE 4.377 (4.161)] [KD 2.743 (2.909)] 2024-10-14 11:57:15,134 - Train: 71.00% [888150/1251000] [710.0/1000.0] [batch_t 0.220 (0.249)] [data_t 0.008] [optim_t 0.213] [lr 0.000605] [CE 4.236 (4.078)] [KD 2.890 (2.876)] 2024-10-14 11:57:27,438 - Train: 71.00% [888200/1251000] [710.0/1000.0] [batch_t 0.213 (0.246)] [data_t 0.006] [optim_t 0.207] [lr 0.000605] [CE 3.661 (4.178)] [KD 2.953 (2.943)] 2024-10-14 11:57:37,900 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.156)] [top1_cnt 38805] [top5_cnt 46954] [top_all 50000] 2024-10-14 11:57:37,901 - net: 77.610 (93.908) 2024-10-14 11:57:48,390 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.193)] [top1_cnt 40044] [top5_cnt 47458] [top_all 50000] 2024-10-14 11:57:48,391 - net_E: 80.088 (94.916) 2024-10-14 11:57:48,573 - Max [top1: 77.648 (epoch: 706)] [top1-ema: 80.088 (epoch: 710)] 2024-10-14 11:57:48,573 - ==> Total time: 2 days, 15:19:41 Eta: 1 day, 1:51:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 11:58:16,948 - Train: 71.00% [888250/1251000] [710.0/1000.0] [batch_t 0.229 (0.261)] [data_t 0.007] [optim_t 0.222] [lr 0.000605] [CE 4.482 (4.184)] [KD 2.933 (2.932)] 2024-10-14 11:58:29,094 - Train: 71.01% [888300/1251000] [710.1/1000.0] [batch_t 0.244 (0.243)] [data_t 0.007] [optim_t 0.237] [lr 0.000605] [CE 4.468 (4.148)] [KD 3.088 (2.907)] 2024-10-14 11:58:41,310 - Train: 71.01% [888350/1251000] [710.1/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.000604] [CE 4.054 (4.121)] [KD 2.943 (2.881)] 2024-10-14 11:58:53,415 - Train: 71.02% [888400/1251000] [710.2/1000.0] [batch_t 0.242 (0.242)] [data_t 0.010] [optim_t 0.232] [lr 0.000604] [CE 3.953 (4.162)] [KD 2.832 (2.926)] 2024-10-14 11:59:05,253 - Train: 71.02% [888450/1251000] [710.2/1000.0] [batch_t 0.216 (0.237)] [data_t 0.010] [optim_t 0.206] [lr 0.000604] [CE 3.623 (4.124)] [KD 2.615 (2.886)] 2024-10-14 11:59:16,710 - Train: 71.02% [888500/1251000] [710.2/1000.0] [batch_t 0.245 (0.229)] [data_t 0.011] [optim_t 0.234] [lr 0.000604] [CE 4.470 (4.106)] [KD 2.908 (2.896)] 2024-10-14 11:59:29,147 - Train: 71.03% [888550/1251000] [710.3/1000.0] [batch_t 0.238 (0.249)] [data_t 0.007] [optim_t 0.231] [lr 0.000604] [CE 3.870 (4.096)] [KD 2.721 (2.921)] 2024-10-14 11:59:41,043 - Train: 71.03% [888600/1251000] [710.3/1000.0] [batch_t 0.222 (0.238)] [data_t 0.008] [optim_t 0.214] [lr 0.000604] [CE 4.078 (4.177)] [KD 2.873 (2.877)] 2024-10-14 11:59:52,851 - Train: 71.04% [888650/1251000] [710.4/1000.0] [batch_t 0.240 (0.236)] [data_t 0.010] [optim_t 0.230] [lr 0.000604] [CE 4.156 (4.101)] [KD 3.047 (2.902)] 2024-10-14 12:00:04,784 - Train: 71.04% [888700/1251000] [710.4/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.000603] [CE 4.620 (4.126)] [KD 3.162 (2.909)] 2024-10-14 12:00:16,824 - Train: 71.04% [888750/1251000] [710.4/1000.0] [batch_t 0.243 (0.241)] [data_t 0.007] [optim_t 0.236] [lr 0.000603] [CE 4.540 (4.149)] [KD 3.213 (2.895)] 2024-10-14 12:00:28,921 - Train: 71.05% [888800/1251000] [710.5/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.000603] [CE 3.884 (4.182)] [KD 2.893 (2.915)] 2024-10-14 12:00:40,987 - Train: 71.05% [888850/1251000] [710.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000603] [CE 4.157 (4.170)] [KD 3.053 (2.921)] 2024-10-14 12:00:53,127 - Train: 71.06% [888900/1251000] [710.6/1000.0] [batch_t 0.264 (0.243)] [data_t 0.009] [optim_t 0.255] [lr 0.000603] [CE 4.206 (4.141)] [KD 2.767 (2.874)] 2024-10-14 12:01:05,610 - Train: 71.06% [888950/1251000] [710.6/1000.0] [batch_t 0.248 (0.249)] [data_t 0.007] [optim_t 0.242] [lr 0.000603] [CE 4.391 (4.182)] [KD 2.822 (2.909)] 2024-10-14 12:01:17,709 - Train: 71.06% [889000/1251000] [710.6/1000.0] [batch_t 0.256 (0.242)] [data_t 0.008] [optim_t 0.248] [lr 0.000603] [CE 4.421 (4.075)] [KD 3.119 (2.883)] 2024-10-14 12:01:29,893 - Train: 71.07% [889050/1251000] [710.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.007] [optim_t 0.233] [lr 0.000602] [CE 4.472 (4.125)] [KD 3.169 (2.887)] 2024-10-14 12:01:41,870 - Train: 71.07% [889100/1251000] [710.7/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.217] [lr 0.000602] [CE 3.648 (4.062)] [KD 2.686 (2.869)] 2024-10-14 12:01:54,014 - Train: 71.08% [889150/1251000] [710.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.000602] [CE 3.772 (4.103)] [KD 2.748 (2.887)] 2024-10-14 12:02:06,115 - Train: 71.08% [889200/1251000] [710.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.000602] [CE 4.145 (4.080)] [KD 2.918 (2.881)] 2024-10-14 12:02:18,126 - Train: 71.08% [889250/1251000] [710.8/1000.0] [batch_t 0.538 (0.240)] [data_t 0.008] [optim_t 0.530] [lr 0.000602] [CE 4.549 (4.190)] [KD 3.172 (2.942)] 2024-10-14 12:02:29,835 - Train: 71.09% [889300/1251000] [710.9/1000.0] [batch_t 0.222 (0.234)] [data_t 0.009] [optim_t 0.213] [lr 0.000602] [CE 4.241 (4.111)] [KD 3.029 (2.932)] 2024-10-14 12:02:42,162 - Train: 71.09% [889350/1251000] [710.9/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.237] [lr 0.000601] [CE 4.536 (4.141)] [KD 3.029 (2.911)] 2024-10-14 12:02:53,893 - Train: 71.10% [889400/1251000] [711.0/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000601] [CE 4.585 (4.096)] [KD 3.233 (2.890)] 2024-10-14 12:03:05,667 - Train: 71.10% [889450/1251000] [711.0/1000.0] [batch_t 0.217 (0.235)] [data_t 0.008] [optim_t 0.209] [lr 0.000601] [CE 4.248 (4.146)] [KD 2.822 (2.910)] 2024-10-14 12:03:18,791 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.203)] [top1_cnt 38815] [top5_cnt 46863] [top_all 50000] 2024-10-14 12:03:18,792 - net: 77.630 (93.726) 2024-10-14 12:03:27,545 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.159)] [top1_cnt 40061] [top5_cnt 47484] [top_all 50000] 2024-10-14 12:03:27,546 - net_E: 80.122 (94.968) 2024-10-14 12:03:27,761 - Max [top1: 77.648 (epoch: 706)] [top1-ema: 80.122 (epoch: 711)] 2024-10-14 12:03:27,762 - ==> Total time: 2 days, 15:25:20 Eta: 1 day, 1:46:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:03:50,604 - Train: 71.10% [889500/1251000] [711.0/1000.0] [batch_t 0.228 (0.263)] [data_t 0.008] [optim_t 0.220] [lr 0.000601] [CE 4.425 (4.167)] [KD 3.067 (2.895)] 2024-10-14 12:04:02,566 - Train: 71.11% [889550/1251000] [711.1/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.000601] [CE 3.649 (4.200)] [KD 2.790 (2.922)] 2024-10-14 12:04:14,518 - Train: 71.11% [889600/1251000] [711.1/1000.0] [batch_t 0.243 (0.239)] [data_t 0.006] [optim_t 0.237] [lr 0.000601] [CE 4.117 (4.150)] [KD 2.747 (2.913)] 2024-10-14 12:04:26,590 - Train: 71.12% [889650/1251000] [711.2/1000.0] [batch_t 0.251 (0.241)] [data_t 0.007] [optim_t 0.244] [lr 0.000601] [CE 4.337 (4.137)] [KD 2.801 (2.895)] 2024-10-14 12:04:38,823 - Train: 71.12% [889700/1251000] [711.2/1000.0] [batch_t 0.227 (0.244)] [data_t 0.010] [optim_t 0.217] [lr 0.000600] [CE 4.093 (4.098)] [KD 2.700 (2.902)] 2024-10-14 12:04:50,647 - Train: 71.12% [889750/1251000] [711.2/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000600] [CE 4.204 (4.162)] [KD 2.733 (2.890)] 2024-10-14 12:05:02,375 - Train: 71.13% [889800/1251000] [711.3/1000.0] [batch_t 0.246 (0.234)] [data_t 0.007] [optim_t 0.240] [lr 0.000600] [CE 4.149 (4.110)] [KD 3.047 (2.877)] 2024-10-14 12:05:14,614 - Train: 71.13% [889850/1251000] [711.3/1000.0] [batch_t 0.251 (0.245)] [data_t 0.007] [optim_t 0.244] [lr 0.000600] [CE 4.671 (4.149)] [KD 3.337 (2.912)] 2024-10-14 12:05:26,782 - Train: 71.14% [889900/1251000] [711.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.000600] [CE 4.209 (4.150)] [KD 2.782 (2.914)] 2024-10-14 12:05:38,974 - Train: 71.14% [889950/1251000] [711.4/1000.0] [batch_t 0.226 (0.244)] [data_t 0.007] [optim_t 0.219] [lr 0.000600] [CE 4.090 (4.150)] [KD 2.835 (2.917)] 2024-10-14 12:05:50,860 - Train: 71.14% [890000/1251000] [711.4/1000.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.000600] [CE 4.039 (4.090)] [KD 2.809 (2.848)] 2024-10-14 12:06:02,621 - Train: 71.15% [890050/1251000] [711.5/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.000599] [CE 3.688 (4.097)] [KD 2.654 (2.903)] 2024-10-14 12:06:14,659 - Train: 71.15% [890100/1251000] [711.5/1000.0] [batch_t 0.221 (0.241)] [data_t 0.008] [optim_t 0.212] [lr 0.000599] [CE 4.255 (4.061)] [KD 2.939 (2.892)] 2024-10-14 12:06:26,419 - Train: 71.16% [890150/1251000] [711.6/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.212] [lr 0.000599] [CE 4.048 (4.192)] [KD 2.770 (2.924)] 2024-10-14 12:06:37,754 - Train: 71.16% [890200/1251000] [711.6/1000.0] [batch_t 0.228 (0.227)] [data_t 0.008] [optim_t 0.221] [lr 0.000599] [CE 4.128 (4.085)] [KD 2.932 (2.872)] 2024-10-14 12:06:49,922 - Train: 71.16% [890250/1251000] [711.6/1000.0] [batch_t 0.223 (0.243)] [data_t 0.008] [optim_t 0.215] [lr 0.000599] [CE 4.068 (4.167)] [KD 2.723 (2.938)] 2024-10-14 12:07:01,916 - Train: 71.17% [890300/1251000] [711.7/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.000599] [CE 3.638 (4.048)] [KD 2.645 (2.854)] 2024-10-14 12:07:14,015 - Train: 71.17% [890350/1251000] [711.7/1000.0] [batch_t 0.228 (0.242)] [data_t 0.008] [optim_t 0.220] [lr 0.000599] [CE 3.778 (4.077)] [KD 2.694 (2.899)] 2024-10-14 12:07:25,757 - Train: 71.18% [890400/1251000] [711.8/1000.0] [batch_t 0.247 (0.235)] [data_t 0.008] [optim_t 0.238] [lr 0.000598] [CE 3.943 (4.129)] [KD 2.738 (2.912)] 2024-10-14 12:07:37,083 - Train: 71.18% [890450/1251000] [711.8/1000.0] [batch_t 0.240 (0.226)] [data_t 0.007] [optim_t 0.233] [lr 0.000598] [CE 4.467 (4.126)] [KD 3.015 (2.899)] 2024-10-14 12:07:49,142 - Train: 71.18% [890500/1251000] [711.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.000598] [CE 3.902 (4.100)] [KD 2.991 (2.909)] 2024-10-14 12:08:01,177 - Train: 71.19% [890550/1251000] [711.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.006] [optim_t 0.229] [lr 0.000598] [CE 4.574 (4.135)] [KD 3.109 (2.918)] 2024-10-14 12:08:12,881 - Train: 71.19% [890600/1251000] [711.9/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.217] [lr 0.000598] [CE 4.024 (4.111)] [KD 2.815 (2.888)] 2024-10-14 12:08:24,942 - Train: 71.20% [890650/1251000] [712.0/1000.0] [batch_t 0.227 (0.241)] [data_t 0.007] [optim_t 0.220] [lr 0.000598] [CE 3.869 (4.128)] [KD 2.759 (2.913)] 2024-10-14 12:08:37,225 - Train: 71.20% [890700/1251000] [712.0/1000.0] [batch_t 0.223 (0.245)] [data_t 0.006] [optim_t 0.217] [lr 0.000598] [CE 3.913 (4.124)] [KD 2.721 (2.926)] 2024-10-14 12:08:48,274 - Test (net): 100.00% [50/50] [batch_t 0.266 (0.158)] [top1_cnt 38745] [top5_cnt 46875] [top_all 50000] 2024-10-14 12:08:48,275 - net: 77.490 (93.750) 2024-10-14 12:08:56,911 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.157)] [top1_cnt 40109] [top5_cnt 47465] [top_all 50000] 2024-10-14 12:08:56,912 - net_E: 80.218 (94.930) 2024-10-14 12:08:57,120 - Max [top1: 77.648 (epoch: 706)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:08:57,120 - ==> Total time: 2 days, 15:30:49 Eta: 1 day, 1:41:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:09:22,017 - Train: 71.20% [890750/1251000] [712.0/1000.0] [batch_t 0.239 (0.259)] [data_t 0.010] [optim_t 0.230] [lr 0.000597] [CE 4.113 (4.128)] [KD 2.770 (2.897)] 2024-10-14 12:09:33,993 - Train: 71.21% [890800/1251000] [712.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000597] [CE 3.887 (4.175)] [KD 2.863 (2.921)] 2024-10-14 12:09:45,791 - Train: 71.21% [890850/1251000] [712.1/1000.0] [batch_t 0.247 (0.236)] [data_t 0.008] [optim_t 0.239] [lr 0.000597] [CE 4.076 (4.109)] [KD 2.810 (2.874)] 2024-10-14 12:09:57,611 - Train: 71.22% [890900/1251000] [712.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.000597] [CE 4.139 (4.105)] [KD 2.852 (2.883)] 2024-10-14 12:10:09,728 - Train: 71.22% [890950/1251000] [712.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.006] [optim_t 0.222] [lr 0.000597] [CE 4.064 (4.208)] [KD 2.788 (2.911)] 2024-10-14 12:10:21,937 - Train: 71.22% [891000/1251000] [712.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.008] [optim_t 0.227] [lr 0.000597] [CE 4.523 (4.121)] [KD 3.259 (2.864)] 2024-10-14 12:10:33,852 - Train: 71.23% [891050/1251000] [712.3/1000.0] [batch_t 0.229 (0.238)] [data_t 0.006] [optim_t 0.222] [lr 0.000596] [CE 4.671 (4.119)] [KD 3.118 (2.899)] 2024-10-14 12:10:46,079 - Train: 71.23% [891100/1251000] [712.3/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.221] [lr 0.000596] [CE 3.978 (4.200)] [KD 2.797 (2.932)] 2024-10-14 12:10:57,941 - Train: 71.24% [891150/1251000] [712.4/1000.0] [batch_t 0.224 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.000596] [CE 3.856 (4.214)] [KD 2.868 (2.936)] 2024-10-14 12:11:09,691 - Train: 71.24% [891200/1251000] [712.4/1000.0] [batch_t 0.222 (0.235)] [data_t 0.009] [optim_t 0.212] [lr 0.000596] [CE 4.179 (4.182)] [KD 2.759 (2.933)] 2024-10-14 12:11:21,623 - Train: 71.24% [891250/1251000] [712.4/1000.0] [batch_t 0.216 (0.238)] [data_t 0.008] [optim_t 0.208] [lr 0.000596] [CE 4.545 (4.077)] [KD 2.951 (2.841)] 2024-10-14 12:11:33,552 - Train: 71.25% [891300/1251000] [712.5/1000.0] [batch_t 0.226 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.000596] [CE 4.265 (4.173)] [KD 3.024 (2.934)] 2024-10-14 12:11:45,161 - Train: 71.25% [891350/1251000] [712.5/1000.0] [batch_t 0.219 (0.232)] [data_t 0.010] [optim_t 0.209] [lr 0.000596] [CE 4.461 (4.138)] [KD 3.049 (2.952)] 2024-10-14 12:11:57,489 - Train: 71.25% [891400/1251000] [712.5/1000.0] [batch_t 0.221 (0.246)] [data_t 0.006] [optim_t 0.215] [lr 0.000595] [CE 3.785 (4.146)] [KD 2.816 (2.881)] 2024-10-14 12:12:09,185 - Train: 71.26% [891450/1251000] [712.6/1000.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000595] [CE 3.923 (4.159)] [KD 2.751 (2.915)] 2024-10-14 12:12:21,070 - Train: 71.26% [891500/1251000] [712.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000595] [CE 4.712 (4.153)] [KD 3.159 (2.907)] 2024-10-14 12:12:33,355 - Train: 71.27% [891550/1251000] [712.7/1000.0] [batch_t 0.229 (0.246)] [data_t 0.006] [optim_t 0.222] [lr 0.000595] [CE 4.637 (4.123)] [KD 3.161 (2.863)] 2024-10-14 12:12:45,044 - Train: 71.27% [891600/1251000] [712.7/1000.0] [batch_t 0.562 (0.234)] [data_t 0.009] [optim_t 0.553] [lr 0.000595] [CE 4.030 (4.076)] [KD 3.000 (2.866)] 2024-10-14 12:12:57,131 - Train: 71.27% [891650/1251000] [712.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.007] [optim_t 0.232] [lr 0.000595] [CE 4.295 (4.136)] [KD 2.791 (2.878)] 2024-10-14 12:13:09,020 - Train: 71.28% [891700/1251000] [712.8/1000.0] [batch_t 0.247 (0.238)] [data_t 0.007] [optim_t 0.239] [lr 0.000595] [CE 4.528 (4.134)] [KD 3.237 (2.890)] 2024-10-14 12:13:20,717 - Train: 71.28% [891750/1251000] [712.8/1000.0] [batch_t 0.225 (0.234)] [data_t 0.010] [optim_t 0.216] [lr 0.000594] [CE 4.394 (4.088)] [KD 3.264 (2.870)] 2024-10-14 12:13:32,159 - Train: 71.29% [891800/1251000] [712.9/1000.0] [batch_t 0.214 (0.229)] [data_t 0.008] [optim_t 0.206] [lr 0.000594] [CE 4.258 (4.172)] [KD 3.072 (2.902)] 2024-10-14 12:13:44,177 - Train: 71.29% [891850/1251000] [712.9/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.000594] [CE 3.879 (4.090)] [KD 2.708 (2.892)] 2024-10-14 12:13:55,988 - Train: 71.29% [891900/1251000] [712.9/1000.0] [batch_t 0.224 (0.236)] [data_t 0.007] [optim_t 0.217] [lr 0.000594] [CE 3.705 (4.085)] [KD 2.762 (2.866)] 2024-10-14 12:14:07,696 - Train: 71.30% [891950/1251000] [713.0/1000.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.000594] [CE 4.026 (4.078)] [KD 2.977 (2.891)] 2024-10-14 12:14:19,642 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.172)] [top1_cnt 38696] [top5_cnt 46916] [top_all 50000] 2024-10-14 12:14:19,643 - net: 77.392 (93.832) 2024-10-14 12:14:28,698 - Test (net_E): 100.00% [50/50] [batch_t 0.282 (0.165)] [top1_cnt 40109] [top5_cnt 47490] [top_all 50000] 2024-10-14 12:14:28,699 - net_E: 80.218 (94.980) 2024-10-14 12:14:28,909 - Max [top1: 77.648 (epoch: 706)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:14:28,910 - ==> Total time: 2 days, 15:36:21 Eta: 1 day, 1:36:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:14:41,122 - Train: 71.30% [892000/1251000] [713.0/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.000594] [CE 4.436 (4.061)] [KD 3.068 (2.847)] 2024-10-14 12:14:53,688 - Train: 71.31% [892050/1251000] [713.1/1000.0] [batch_t 0.237 (0.251)] [data_t 0.008] [optim_t 0.229] [lr 0.000594] [CE 3.846 (4.090)] [KD 2.728 (2.903)] 2024-10-14 12:15:05,906 - Train: 71.31% [892100/1251000] [713.1/1000.0] [batch_t 0.222 (0.244)] [data_t 0.009] [optim_t 0.213] [lr 0.000593] [CE 4.625 (4.143)] [KD 3.215 (2.907)] 2024-10-14 12:15:17,439 - Train: 71.31% [892150/1251000] [713.1/1000.0] [batch_t 0.235 (0.231)] [data_t 0.010] [optim_t 0.225] [lr 0.000593] [CE 3.721 (4.114)] [KD 2.628 (2.857)] 2024-10-14 12:15:29,270 - Train: 71.32% [892200/1251000] [713.2/1000.0] [batch_t 0.235 (0.236)] [data_t 0.010] [optim_t 0.226] [lr 0.000593] [CE 4.395 (4.152)] [KD 3.022 (2.884)] 2024-10-14 12:15:41,064 - Train: 71.32% [892250/1251000] [713.2/1000.0] [batch_t 0.222 (0.236)] [data_t 0.010] [optim_t 0.212] [lr 0.000593] [CE 3.726 (4.168)] [KD 2.689 (2.929)] 2024-10-14 12:15:52,891 - Train: 71.33% [892300/1251000] [713.3/1000.0] [batch_t 0.223 (0.236)] [data_t 0.010] [optim_t 0.214] [lr 0.000593] [CE 3.920 (4.144)] [KD 2.681 (2.892)] 2024-10-14 12:16:04,704 - Train: 71.33% [892350/1251000] [713.3/1000.0] [batch_t 0.215 (0.236)] [data_t 0.007] [optim_t 0.208] [lr 0.000593] [CE 4.192 (4.090)] [KD 2.784 (2.860)] 2024-10-14 12:16:16,382 - Train: 71.33% [892400/1251000] [713.3/1000.0] [batch_t 0.250 (0.233)] [data_t 0.009] [optim_t 0.242] [lr 0.000593] [CE 4.253 (4.179)] [KD 2.818 (2.919)] 2024-10-14 12:16:28,300 - Train: 71.34% [892450/1251000] [713.4/1000.0] [batch_t 0.220 (0.238)] [data_t 0.010] [optim_t 0.211] [lr 0.000592] [CE 3.923 (4.133)] [KD 2.664 (2.884)] 2024-10-14 12:16:39,680 - Train: 71.34% [892500/1251000] [713.4/1000.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.000592] [CE 3.854 (4.144)] [KD 2.772 (2.875)] 2024-10-14 12:16:51,300 - Train: 71.35% [892550/1251000] [713.5/1000.0] [batch_t 0.230 (0.232)] [data_t 0.007] [optim_t 0.223] [lr 0.000592] [CE 4.308 (4.138)] [KD 2.928 (2.894)] 2024-10-14 12:17:03,284 - Train: 71.35% [892600/1251000] [713.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.000592] [CE 4.277 (4.154)] [KD 3.059 (2.904)] 2024-10-14 12:17:15,308 - Train: 71.35% [892650/1251000] [713.5/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.219] [lr 0.000592] [CE 4.344 (4.158)] [KD 3.232 (2.926)] 2024-10-14 12:17:27,494 - Train: 71.36% [892700/1251000] [713.6/1000.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.000592] [CE 3.978 (4.137)] [KD 2.703 (2.904)] 2024-10-14 12:17:39,741 - Train: 71.36% [892750/1251000] [713.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.233] [lr 0.000592] [CE 4.111 (4.126)] [KD 2.714 (2.858)] 2024-10-14 12:17:51,650 - Train: 71.37% [892800/1251000] [713.7/1000.0] [batch_t 0.243 (0.238)] [data_t 0.007] [optim_t 0.235] [lr 0.000591] [CE 4.144 (4.161)] [KD 2.798 (2.884)] 2024-10-14 12:18:03,774 - Train: 71.37% [892850/1251000] [713.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000591] [CE 3.713 (4.175)] [KD 2.645 (2.910)] 2024-10-14 12:18:15,654 - Train: 71.37% [892900/1251000] [713.7/1000.0] [batch_t 0.230 (0.237)] [data_t 0.010] [optim_t 0.221] [lr 0.000591] [CE 4.094 (4.140)] [KD 2.848 (2.883)] 2024-10-14 12:18:27,625 - Train: 71.38% [892950/1251000] [713.8/1000.0] [batch_t 0.252 (0.239)] [data_t 0.009] [optim_t 0.243] [lr 0.000591] [CE 3.937 (4.153)] [KD 2.926 (2.917)] 2024-10-14 12:18:39,552 - Train: 71.38% [893000/1251000] [713.8/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.000591] [CE 3.706 (4.127)] [KD 2.682 (2.898)] 2024-10-14 12:18:51,881 - Train: 71.39% [893050/1251000] [713.9/1000.0] [batch_t 0.437 (0.246)] [data_t 0.010] [optim_t 0.427] [lr 0.000591] [CE 3.724 (4.142)] [KD 2.621 (2.876)] 2024-10-14 12:19:03,436 - Train: 71.39% [893100/1251000] [713.9/1000.0] [batch_t 0.227 (0.231)] [data_t 0.010] [optim_t 0.217] [lr 0.000590] [CE 4.480 (4.167)] [KD 3.080 (2.918)] 2024-10-14 12:19:14,997 - Train: 71.39% [893150/1251000] [713.9/1000.0] [batch_t 0.238 (0.231)] [data_t 0.008] [optim_t 0.229] [lr 0.000590] [CE 3.776 (4.065)] [KD 2.692 (2.870)] 2024-10-14 12:19:26,989 - Train: 71.40% [893200/1251000] [714.0/1000.0] [batch_t 0.216 (0.240)] [data_t 0.009] [optim_t 0.207] [lr 0.000590] [CE 4.183 (4.133)] [KD 2.740 (2.916)] 2024-10-14 12:19:38,932 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.158)] [top1_cnt 38730] [top5_cnt 46907] [top_all 50000] 2024-10-14 12:19:38,932 - net: 77.460 (93.814) 2024-10-14 12:19:48,107 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.168)] [top1_cnt 40084] [top5_cnt 47491] [top_all 50000] 2024-10-14 12:19:48,108 - net_E: 80.168 (94.982) 2024-10-14 12:19:48,338 - Max [top1: 77.648 (epoch: 706)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:19:48,339 - ==> Total time: 2 days, 15:41:41 Eta: 1 day, 1:30:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:20:00,404 - Train: 71.40% [893250/1251000] [714.0/1000.0] [batch_t 0.224 (0.258)] [data_t 0.008] [optim_t 0.215] [lr 0.000590] [CE 3.845 (4.177)] [KD 2.636 (2.908)] 2024-10-14 12:20:12,639 - Train: 71.41% [893300/1251000] [714.1/1000.0] [batch_t 0.215 (0.245)] [data_t 0.010] [optim_t 0.205] [lr 0.000590] [CE 3.784 (4.069)] [KD 2.821 (2.875)] 2024-10-14 12:20:24,309 - Train: 71.41% [893350/1251000] [714.1/1000.0] [batch_t 0.224 (0.233)] [data_t 0.008] [optim_t 0.216] [lr 0.000590] [CE 3.896 (4.086)] [KD 2.736 (2.871)] 2024-10-14 12:20:35,911 - Train: 71.41% [893400/1251000] [714.1/1000.0] [batch_t 0.235 (0.232)] [data_t 0.009] [optim_t 0.226] [lr 0.000590] [CE 4.029 (4.140)] [KD 2.741 (2.886)] 2024-10-14 12:20:47,764 - Train: 71.42% [893450/1251000] [714.2/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.000589] [CE 4.517 (4.143)] [KD 3.108 (2.855)] 2024-10-14 12:21:00,385 - Train: 71.42% [893500/1251000] [714.2/1000.0] [batch_t 0.235 (0.252)] [data_t 0.010] [optim_t 0.225] [lr 0.000589] [CE 4.277 (4.126)] [KD 3.022 (2.890)] 2024-10-14 12:21:12,484 - Train: 71.43% [893550/1251000] [714.3/1000.0] [batch_t 0.229 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.000589] [CE 4.135 (4.087)] [KD 2.909 (2.879)] 2024-10-14 12:21:24,037 - Train: 71.43% [893600/1251000] [714.3/1000.0] [batch_t 0.228 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.000589] [CE 3.847 (4.142)] [KD 2.788 (2.920)] 2024-10-14 12:21:35,893 - Train: 71.43% [893650/1251000] [714.3/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.000589] [CE 3.843 (4.155)] [KD 2.870 (2.914)] 2024-10-14 12:21:47,829 - Train: 71.44% [893700/1251000] [714.4/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.225] [lr 0.000589] [CE 4.536 (4.160)] [KD 3.181 (2.928)] 2024-10-14 12:21:59,178 - Train: 71.44% [893750/1251000] [714.4/1000.0] [batch_t 0.227 (0.227)] [data_t 0.008] [optim_t 0.219] [lr 0.000589] [CE 4.032 (4.221)] [KD 2.739 (2.943)] 2024-10-14 12:22:10,711 - Train: 71.45% [893800/1251000] [714.5/1000.0] [batch_t 0.230 (0.230)] [data_t 0.006] [optim_t 0.223] [lr 0.000588] [CE 4.334 (4.154)] [KD 3.032 (2.916)] 2024-10-14 12:22:22,673 - Train: 71.45% [893850/1251000] [714.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.006] [optim_t 0.228] [lr 0.000588] [CE 3.664 (4.063)] [KD 2.570 (2.872)] 2024-10-14 12:22:34,469 - Train: 71.45% [893900/1251000] [714.5/1000.0] [batch_t 0.218 (0.236)] [data_t 0.008] [optim_t 0.210] [lr 0.000588] [CE 3.773 (4.126)] [KD 2.640 (2.865)] 2024-10-14 12:22:45,933 - Train: 71.46% [893950/1251000] [714.6/1000.0] [batch_t 0.232 (0.229)] [data_t 0.008] [optim_t 0.224] [lr 0.000588] [CE 4.066 (4.041)] [KD 2.698 (2.852)] 2024-10-14 12:22:57,439 - Train: 71.46% [894000/1251000] [714.6/1000.0] [batch_t 0.235 (0.230)] [data_t 0.008] [optim_t 0.227] [lr 0.000588] [CE 4.417 (4.160)] [KD 2.833 (2.884)] 2024-10-14 12:23:09,129 - Train: 71.47% [894050/1251000] [714.7/1000.0] [batch_t 0.252 (0.234)] [data_t 0.007] [optim_t 0.245] [lr 0.000588] [CE 4.601 (4.166)] [KD 2.965 (2.894)] 2024-10-14 12:23:21,627 - Train: 71.47% [894100/1251000] [714.7/1000.0] [batch_t 0.239 (0.250)] [data_t 0.007] [optim_t 0.232] [lr 0.000588] [CE 4.264 (4.100)] [KD 2.987 (2.900)] 2024-10-14 12:23:34,061 - Train: 71.47% [894150/1251000] [714.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.010] [optim_t 0.227] [lr 0.000587] [CE 3.913 (4.172)] [KD 2.717 (2.918)] 2024-10-14 12:23:45,578 - Train: 71.48% [894200/1251000] [714.8/1000.0] [batch_t 0.227 (0.230)] [data_t 0.006] [optim_t 0.220] [lr 0.000587] [CE 3.769 (4.154)] [KD 2.559 (2.911)] 2024-10-14 12:23:57,313 - Train: 71.48% [894250/1251000] [714.8/1000.0] [batch_t 0.231 (0.234)] [data_t 0.007] [optim_t 0.224] [lr 0.000587] [CE 4.425 (4.171)] [KD 2.883 (2.906)] 2024-10-14 12:24:09,596 - Train: 71.49% [894300/1251000] [714.9/1000.0] [batch_t 0.239 (0.245)] [data_t 0.008] [optim_t 0.231] [lr 0.000587] [CE 3.956 (4.149)] [KD 2.671 (2.893)] 2024-10-14 12:24:21,545 - Train: 71.49% [894350/1251000] [714.9/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.000587] [CE 4.250 (4.084)] [KD 3.061 (2.861)] 2024-10-14 12:24:33,169 - Train: 71.49% [894400/1251000] [714.9/1000.0] [batch_t 0.224 (0.232)] [data_t 0.008] [optim_t 0.216] [lr 0.000587] [CE 3.975 (4.154)] [KD 2.663 (2.933)] 2024-10-14 12:24:45,287 - Train: 71.50% [894450/1251000] [715.0/1000.0] [batch_t 0.251 (0.242)] [data_t 0.020] [optim_t 0.231] [lr 0.000587] [CE 3.907 (4.108)] [KD 2.900 (2.902)] 2024-10-14 12:24:58,719 - Test (net): 100.00% [50/50] [batch_t 0.287 (0.187)] [top1_cnt 38833] [top5_cnt 46960] [top_all 50000] 2024-10-14 12:24:58,719 - net: 77.666 (93.920) 2024-10-14 12:25:07,897 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 40056] [top5_cnt 47512] [top_all 50000] 2024-10-14 12:25:07,897 - net_E: 80.112 (95.024) 2024-10-14 12:25:08,126 - Max [top1: 77.666 (epoch: 715)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:25:08,127 - ==> Total time: 2 days, 15:47:00 Eta: 1 day, 1:25:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:25:29,416 - Train: 71.50% [894500/1251000] [715.0/1000.0] [batch_t 0.242 (0.260)] [data_t 0.007] [optim_t 0.235] [lr 0.000586] [CE 3.901 (4.052)] [KD 2.572 (2.810)] 2024-10-14 12:25:41,269 - Train: 71.51% [894550/1251000] [715.1/1000.0] [batch_t 0.234 (0.237)] [data_t 0.008] [optim_t 0.226] [lr 0.000586] [CE 4.305 (4.153)] [KD 2.930 (2.852)] 2024-10-14 12:25:53,707 - Train: 71.51% [894600/1251000] [715.1/1000.0] [batch_t 0.225 (0.249)] [data_t 0.010] [optim_t 0.215] [lr 0.000586] [CE 4.790 (4.134)] [KD 3.180 (2.862)] 2024-10-14 12:26:05,984 - Train: 71.51% [894650/1251000] [715.1/1000.0] [batch_t 0.222 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.000586] [CE 4.255 (4.076)] [KD 3.030 (2.807)] 2024-10-14 12:26:17,823 - Train: 71.52% [894700/1251000] [715.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.231] [lr 0.000586] [CE 3.697 (4.136)] [KD 2.612 (2.873)] 2024-10-14 12:26:29,892 - Train: 71.52% [894750/1251000] [715.2/1000.0] [batch_t 0.228 (0.241)] [data_t 0.007] [optim_t 0.221] [lr 0.000586] [CE 4.089 (4.142)] [KD 2.936 (2.896)] 2024-10-14 12:26:42,429 - Train: 71.53% [894800/1251000] [715.3/1000.0] [batch_t 0.219 (0.251)] [data_t 0.009] [optim_t 0.209] [lr 0.000586] [CE 4.598 (4.162)] [KD 3.216 (2.909)] 2024-10-14 12:26:54,272 - Train: 71.53% [894850/1251000] [715.3/1000.0] [batch_t 0.233 (0.237)] [data_t 0.008] [optim_t 0.226] [lr 0.000585] [CE 4.018 (4.147)] [KD 2.725 (2.892)] 2024-10-14 12:27:06,606 - Train: 71.53% [894900/1251000] [715.3/1000.0] [batch_t 0.252 (0.246)] [data_t 0.007] [optim_t 0.245] [lr 0.000585] [CE 4.046 (4.160)] [KD 3.072 (2.936)] 2024-10-14 12:27:19,525 - Train: 71.54% [894950/1251000] [715.4/1000.0] [batch_t 0.248 (0.258)] [data_t 0.007] [optim_t 0.242] [lr 0.000585] [CE 3.781 (4.152)] [KD 2.786 (2.899)] 2024-10-14 12:27:31,774 - Train: 71.54% [895000/1251000] [715.4/1000.0] [batch_t 0.219 (0.245)] [data_t 0.009] [optim_t 0.210] [lr 0.000585] [CE 4.183 (4.178)] [KD 2.756 (2.919)] 2024-10-14 12:27:43,356 - Train: 71.55% [895050/1251000] [715.5/1000.0] [batch_t 0.245 (0.231)] [data_t 0.008] [optim_t 0.237] [lr 0.000585] [CE 4.743 (4.102)] [KD 3.180 (2.852)] 2024-10-14 12:27:55,961 - Train: 71.55% [895100/1251000] [715.5/1000.0] [batch_t 0.281 (0.252)] [data_t 0.007] [optim_t 0.275] [lr 0.000585] [CE 4.373 (4.121)] [KD 2.876 (2.867)] 2024-10-14 12:28:07,996 - Train: 71.55% [895150/1251000] [715.5/1000.0] [batch_t 0.225 (0.241)] [data_t 0.011] [optim_t 0.214] [lr 0.000585] [CE 4.014 (4.101)] [KD 2.789 (2.891)] 2024-10-14 12:28:19,944 - Train: 71.56% [895200/1251000] [715.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.000584] [CE 4.211 (4.061)] [KD 2.948 (2.851)] 2024-10-14 12:28:32,325 - Train: 71.56% [895250/1251000] [715.6/1000.0] [batch_t 0.229 (0.247)] [data_t 0.010] [optim_t 0.220] [lr 0.000584] [CE 3.901 (4.168)] [KD 2.667 (2.876)] 2024-10-14 12:28:44,030 - Train: 71.57% [895300/1251000] [715.7/1000.0] [batch_t 0.244 (0.234)] [data_t 0.008] [optim_t 0.236] [lr 0.000584] [CE 4.374 (4.096)] [KD 2.825 (2.852)] 2024-10-14 12:28:55,727 - Train: 71.57% [895350/1251000] [715.7/1000.0] [batch_t 0.225 (0.234)] [data_t 0.010] [optim_t 0.216] [lr 0.000584] [CE 4.869 (4.115)] [KD 3.463 (2.850)] 2024-10-14 12:29:08,322 - Train: 71.57% [895400/1251000] [715.7/1000.0] [batch_t 0.394 (0.252)] [data_t 0.009] [optim_t 0.386] [lr 0.000584] [CE 4.369 (4.217)] [KD 2.852 (2.915)] 2024-10-14 12:29:20,104 - Train: 71.58% [895450/1251000] [715.8/1000.0] [batch_t 0.217 (0.235)] [data_t 0.008] [optim_t 0.209] [lr 0.000584] [CE 4.564 (4.209)] [KD 2.939 (2.943)] 2024-10-14 12:29:31,579 - Train: 71.58% [895500/1251000] [715.8/1000.0] [batch_t 0.245 (0.229)] [data_t 0.009] [optim_t 0.236] [lr 0.000584] [CE 3.730 (4.125)] [KD 2.800 (2.884)] 2024-10-14 12:29:43,951 - Train: 71.59% [895550/1251000] [715.9/1000.0] [batch_t 0.505 (0.247)] [data_t 0.010] [optim_t 0.495] [lr 0.000583] [CE 3.644 (4.090)] [KD 2.660 (2.859)] 2024-10-14 12:29:55,440 - Train: 71.59% [895600/1251000] [715.9/1000.0] [batch_t 0.218 (0.230)] [data_t 0.006] [optim_t 0.211] [lr 0.000583] [CE 4.090 (4.122)] [KD 2.833 (2.887)] 2024-10-14 12:30:07,023 - Train: 71.59% [895650/1251000] [715.9/1000.0] [batch_t 0.221 (0.231)] [data_t 0.010] [optim_t 0.211] [lr 0.000583] [CE 4.474 (4.125)] [KD 2.846 (2.932)] 2024-10-14 12:30:19,465 - Train: 71.60% [895700/1251000] [716.0/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000583] [CE 4.049 (4.166)] [KD 2.984 (2.906)] 2024-10-14 12:30:33,440 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.190)] [top1_cnt 38786] [top5_cnt 46982] [top_all 50000] 2024-10-14 12:30:33,440 - net: 77.572 (93.964) 2024-10-14 12:30:42,453 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.163)] [top1_cnt 40078] [top5_cnt 47507] [top_all 50000] 2024-10-14 12:30:42,454 - net_E: 80.156 (95.014) 2024-10-14 12:30:42,679 - Max [top1: 77.666 (epoch: 715)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:30:42,680 - ==> Total time: 2 days, 15:52:35 Eta: 1 day, 1:20:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:30:54,202 - Train: 71.60% [895750/1251000] [716.0/1000.0] [batch_t 0.217 (0.251)] [data_t 0.007] [optim_t 0.210] [lr 0.000583] [CE 4.371 (4.090)] [KD 3.001 (2.870)] 2024-10-14 12:31:06,203 - Train: 71.61% [895800/1251000] [716.1/1000.0] [batch_t 0.217 (0.240)] [data_t 0.010] [optim_t 0.207] [lr 0.000583] [CE 4.482 (4.164)] [KD 2.955 (2.888)] 2024-10-14 12:31:17,960 - Train: 71.61% [895850/1251000] [716.1/1000.0] [batch_t 0.222 (0.235)] [data_t 0.010] [optim_t 0.212] [lr 0.000582] [CE 4.095 (4.088)] [KD 2.796 (2.849)] 2024-10-14 12:31:29,718 - Train: 71.61% [895900/1251000] [716.1/1000.0] [batch_t 0.245 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.000582] [CE 3.805 (4.087)] [KD 2.661 (2.875)] 2024-10-14 12:31:41,969 - Train: 71.62% [895950/1251000] [716.2/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.220] [lr 0.000582] [CE 3.805 (4.145)] [KD 2.735 (2.876)] 2024-10-14 12:31:53,873 - Train: 71.62% [896000/1251000] [716.2/1000.0] [batch_t 0.230 (0.238)] [data_t 0.010] [optim_t 0.220] [lr 0.000582] [CE 3.934 (4.111)] [KD 2.857 (2.867)] 2024-10-14 12:32:05,537 - Train: 71.63% [896050/1251000] [716.3/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.000582] [CE 3.900 (4.072)] [KD 2.916 (2.857)] 2024-10-14 12:32:17,392 - Train: 71.63% [896100/1251000] [716.3/1000.0] [batch_t 0.226 (0.237)] [data_t 0.007] [optim_t 0.219] [lr 0.000582] [CE 4.416 (4.077)] [KD 3.203 (2.848)] 2024-10-14 12:32:29,525 - Train: 71.63% [896150/1251000] [716.3/1000.0] [batch_t 0.217 (0.242)] [data_t 0.006] [optim_t 0.211] [lr 0.000582] [CE 4.235 (4.088)] [KD 2.907 (2.843)] 2024-10-14 12:32:41,138 - Train: 71.64% [896200/1251000] [716.4/1000.0] [batch_t 0.215 (0.232)] [data_t 0.008] [optim_t 0.208] [lr 0.000581] [CE 3.568 (4.163)] [KD 2.499 (2.935)] 2024-10-14 12:32:52,932 - Train: 71.64% [896250/1251000] [716.4/1000.0] [batch_t 0.223 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.000581] [CE 4.288 (4.100)] [KD 2.939 (2.892)] 2024-10-14 12:33:05,312 - Train: 71.65% [896300/1251000] [716.5/1000.0] [batch_t 0.224 (0.247)] [data_t 0.008] [optim_t 0.216] [lr 0.000581] [CE 4.633 (4.142)] [KD 3.297 (2.894)] 2024-10-14 12:33:17,187 - Train: 71.65% [896350/1251000] [716.5/1000.0] [batch_t 0.223 (0.237)] [data_t 0.010] [optim_t 0.212] [lr 0.000581] [CE 4.508 (4.110)] [KD 2.977 (2.859)] 2024-10-14 12:33:29,367 - Train: 71.65% [896400/1251000] [716.5/1000.0] [batch_t 0.268 (0.243)] [data_t 0.007] [optim_t 0.261] [lr 0.000581] [CE 4.198 (4.126)] [KD 2.773 (2.845)] 2024-10-14 12:33:41,611 - Train: 71.66% [896450/1251000] [716.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.010] [optim_t 0.228] [lr 0.000581] [CE 4.392 (4.148)] [KD 3.079 (2.859)] 2024-10-14 12:33:53,443 - Train: 71.66% [896500/1251000] [716.6/1000.0] [batch_t 0.239 (0.236)] [data_t 0.008] [optim_t 0.231] [lr 0.000581] [CE 3.589 (4.137)] [KD 2.644 (2.910)] 2024-10-14 12:34:05,443 - Train: 71.67% [896550/1251000] [716.7/1000.0] [batch_t 0.221 (0.240)] [data_t 0.010] [optim_t 0.212] [lr 0.000580] [CE 4.046 (4.233)] [KD 2.771 (2.967)] 2024-10-14 12:34:18,012 - Train: 71.67% [896600/1251000] [716.7/1000.0] [batch_t 0.241 (0.251)] [data_t 0.008] [optim_t 0.233] [lr 0.000580] [CE 4.216 (4.119)] [KD 2.956 (2.829)] 2024-10-14 12:34:30,342 - Train: 71.67% [896650/1251000] [716.7/1000.0] [batch_t 0.246 (0.246)] [data_t 0.006] [optim_t 0.240] [lr 0.000580] [CE 3.911 (4.082)] [KD 2.881 (2.848)] 2024-10-14 12:34:42,538 - Train: 71.68% [896700/1251000] [716.8/1000.0] [batch_t 0.219 (0.244)] [data_t 0.010] [optim_t 0.209] [lr 0.000580] [CE 4.067 (4.116)] [KD 2.858 (2.853)] 2024-10-14 12:34:54,592 - Train: 71.68% [896750/1251000] [716.8/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000580] [CE 4.607 (4.140)] [KD 2.984 (2.880)] 2024-10-14 12:35:07,279 - Train: 71.69% [896800/1251000] [716.9/1000.0] [batch_t 0.245 (0.254)] [data_t 0.008] [optim_t 0.237] [lr 0.000580] [CE 3.625 (4.132)] [KD 2.650 (2.898)] 2024-10-14 12:35:19,246 - Train: 71.69% [896850/1251000] [716.9/1000.0] [batch_t 0.224 (0.239)] [data_t 0.010] [optim_t 0.214] [lr 0.000580] [CE 4.337 (4.119)] [KD 3.165 (2.898)] 2024-10-14 12:35:31,657 - Train: 71.69% [896900/1251000] [716.9/1000.0] [batch_t 0.240 (0.248)] [data_t 0.008] [optim_t 0.232] [lr 0.000579] [CE 3.991 (4.163)] [KD 3.049 (2.944)] 2024-10-14 12:35:44,172 - Train: 71.70% [896950/1251000] [717.0/1000.0] [batch_t 0.236 (0.250)] [data_t 0.008] [optim_t 0.228] [lr 0.000579] [CE 4.694 (4.136)] [KD 3.277 (2.899)] 2024-10-14 12:35:56,503 - Test (net): 100.00% [50/50] [batch_t 0.166 (0.155)] [top1_cnt 38747] [top5_cnt 46898] [top_all 50000] 2024-10-14 12:35:56,504 - net: 77.494 (93.796) 2024-10-14 12:36:05,095 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.157)] [top1_cnt 40082] [top5_cnt 47512] [top_all 50000] 2024-10-14 12:36:05,096 - net_E: 80.164 (95.024) 2024-10-14 12:36:05,311 - Max [top1: 77.666 (epoch: 715)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:36:05,311 - ==> Total time: 2 days, 15:57:58 Eta: 1 day, 1:14:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:36:16,934 - Train: 71.70% [897000/1251000] [717.0/1000.0] [batch_t 0.234 (0.266)] [data_t 0.008] [optim_t 0.226] [lr 0.000579] [CE 3.492 (4.195)] [KD 2.656 (2.890)] 2024-10-14 12:36:29,532 - Train: 71.71% [897050/1251000] [717.1/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000579] [CE 3.868 (4.112)] [KD 2.919 (2.859)] 2024-10-14 12:36:41,438 - Train: 71.71% [897100/1251000] [717.1/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.000579] [CE 4.033 (4.163)] [KD 2.970 (2.878)] 2024-10-14 12:36:53,253 - Train: 71.71% [897150/1251000] [717.1/1000.0] [batch_t 0.222 (0.236)] [data_t 0.010] [optim_t 0.213] [lr 0.000579] [CE 4.235 (4.143)] [KD 3.032 (2.883)] 2024-10-14 12:37:05,615 - Train: 71.72% [897200/1251000] [717.2/1000.0] [batch_t 0.223 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.000579] [CE 4.099 (4.167)] [KD 3.100 (2.889)] 2024-10-14 12:37:17,373 - Train: 71.72% [897250/1251000] [717.2/1000.0] [batch_t 0.255 (0.235)] [data_t 0.010] [optim_t 0.245] [lr 0.000578] [CE 4.185 (4.089)] [KD 2.773 (2.874)] 2024-10-14 12:37:29,153 - Train: 71.73% [897300/1251000] [717.3/1000.0] [batch_t 0.238 (0.235)] [data_t 0.006] [optim_t 0.231] [lr 0.000578] [CE 4.295 (4.199)] [KD 2.923 (2.900)] 2024-10-14 12:37:41,441 - Train: 71.73% [897350/1251000] [717.3/1000.0] [batch_t 0.220 (0.246)] [data_t 0.010] [optim_t 0.209] [lr 0.000578] [CE 4.223 (4.085)] [KD 2.981 (2.866)] 2024-10-14 12:37:53,052 - Train: 71.73% [897400/1251000] [717.3/1000.0] [batch_t 0.242 (0.232)] [data_t 0.008] [optim_t 0.233] [lr 0.000578] [CE 3.984 (4.043)] [KD 2.849 (2.838)] 2024-10-14 12:38:04,543 - Train: 71.74% [897450/1251000] [717.4/1000.0] [batch_t 0.222 (0.230)] [data_t 0.010] [optim_t 0.212] [lr 0.000578] [CE 4.401 (4.095)] [KD 3.000 (2.867)] 2024-10-14 12:38:16,688 - Train: 71.74% [897500/1251000] [717.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.011] [optim_t 0.219] [lr 0.000578] [CE 4.236 (4.072)] [KD 2.907 (2.834)] 2024-10-14 12:38:28,405 - Train: 71.75% [897550/1251000] [717.5/1000.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000578] [CE 3.650 (4.080)] [KD 2.636 (2.836)] 2024-10-14 12:38:40,146 - Train: 71.75% [897600/1251000] [717.5/1000.0] [batch_t 0.233 (0.235)] [data_t 0.010] [optim_t 0.223] [lr 0.000577] [CE 4.456 (4.099)] [KD 3.059 (2.880)] 2024-10-14 12:38:52,188 - Train: 71.75% [897650/1251000] [717.5/1000.0] [batch_t 0.235 (0.241)] [data_t 0.007] [optim_t 0.228] [lr 0.000577] [CE 3.824 (4.119)] [KD 2.724 (2.880)] 2024-10-14 12:39:04,115 - Train: 71.76% [897700/1251000] [717.6/1000.0] [batch_t 0.229 (0.238)] [data_t 0.010] [optim_t 0.219] [lr 0.000577] [CE 4.467 (4.135)] [KD 3.207 (2.890)] 2024-10-14 12:39:15,887 - Train: 71.76% [897750/1251000] [717.6/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.000577] [CE 4.119 (4.097)] [KD 2.921 (2.867)] 2024-10-14 12:39:27,995 - Train: 71.77% [897800/1251000] [717.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000577] [CE 4.236 (4.144)] [KD 2.905 (2.882)] 2024-10-14 12:39:40,442 - Train: 71.77% [897850/1251000] [717.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.010] [optim_t 0.226] [lr 0.000577] [CE 3.989 (4.137)] [KD 2.758 (2.909)] 2024-10-14 12:39:51,942 - Train: 71.77% [897900/1251000] [717.7/1000.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.000577] [CE 4.492 (4.163)] [KD 2.983 (2.908)] 2024-10-14 12:40:03,975 - Train: 71.78% [897950/1251000] [717.8/1000.0] [batch_t 0.228 (0.240)] [data_t 0.010] [optim_t 0.218] [lr 0.000576] [CE 3.978 (4.113)] [KD 2.717 (2.841)] 2024-10-14 12:40:15,885 - Train: 71.78% [898000/1251000] [717.8/1000.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.000576] [CE 4.056 (4.081)] [KD 2.856 (2.852)] 2024-10-14 12:40:27,545 - Train: 71.79% [898050/1251000] [717.9/1000.0] [batch_t 0.224 (0.233)] [data_t 0.008] [optim_t 0.216] [lr 0.000576] [CE 4.004 (4.029)] [KD 2.636 (2.837)] 2024-10-14 12:40:39,527 - Train: 71.79% [898100/1251000] [717.9/1000.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.000576] [CE 3.846 (4.196)] [KD 2.864 (2.955)] 2024-10-14 12:40:51,475 - Train: 71.79% [898150/1251000] [717.9/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000576] [CE 3.741 (4.109)] [KD 2.603 (2.864)] 2024-10-14 12:41:03,084 - Train: 71.80% [898200/1251000] [718.0/1000.0] [batch_t 0.224 (0.232)] [data_t 0.007] [optim_t 0.217] [lr 0.000576] [CE 3.968 (4.186)] [KD 2.674 (2.898)] 2024-10-14 12:41:15,153 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.153)] [top1_cnt 38839] [top5_cnt 46955] [top_all 50000] 2024-10-14 12:41:15,155 - net: 77.678 (93.910) 2024-10-14 12:41:23,701 - Test (net_E): 100.00% [50/50] [batch_t 0.071 (0.155)] [top1_cnt 40085] [top5_cnt 47494] [top_all 50000] 2024-10-14 12:41:23,701 - net_E: 80.170 (94.988) 2024-10-14 12:41:23,900 - Max [top1: 77.678 (epoch: 718)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:41:23,900 - ==> Total time: 2 days, 16:03:16 Eta: 1 day, 1:09:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:41:45,244 - Train: 71.80% [898250/1251000] [718.0/1000.0] [batch_t 0.241 (0.256)] [data_t 0.008] [optim_t 0.232] [lr 0.000576] [CE 4.047 (4.096)] [KD 2.869 (2.798)] 2024-10-14 12:41:57,480 - Train: 71.81% [898300/1251000] [718.1/1000.0] [batch_t 0.245 (0.244)] [data_t 0.006] [optim_t 0.239] [lr 0.000575] [CE 3.768 (4.155)] [KD 2.815 (2.863)] 2024-10-14 12:42:09,189 - Train: 71.81% [898350/1251000] [718.1/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.222] [lr 0.000575] [CE 4.408 (4.042)] [KD 3.015 (2.802)] 2024-10-14 12:42:21,264 - Train: 71.81% [898400/1251000] [718.1/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.000575] [CE 4.272 (4.116)] [KD 2.960 (2.843)] 2024-10-14 12:42:33,444 - Train: 71.82% [898450/1251000] [718.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.000575] [CE 3.781 (4.077)] [KD 2.792 (2.838)] 2024-10-14 12:42:45,346 - Train: 71.82% [898500/1251000] [718.2/1000.0] [batch_t 0.224 (0.238)] [data_t 0.007] [optim_t 0.217] [lr 0.000575] [CE 3.953 (4.106)] [KD 2.771 (2.855)] 2024-10-14 12:42:56,872 - Train: 71.83% [898550/1251000] [718.3/1000.0] [batch_t 0.222 (0.230)] [data_t 0.006] [optim_t 0.216] [lr 0.000575] [CE 3.719 (4.144)] [KD 2.618 (2.858)] 2024-10-14 12:43:09,034 - Train: 71.83% [898600/1251000] [718.3/1000.0] [batch_t 0.222 (0.243)] [data_t 0.007] [optim_t 0.214] [lr 0.000575] [CE 3.934 (4.115)] [KD 2.586 (2.868)] 2024-10-14 12:43:21,025 - Train: 71.83% [898650/1251000] [718.3/1000.0] [batch_t 0.217 (0.240)] [data_t 0.006] [optim_t 0.211] [lr 0.000574] [CE 4.195 (4.199)] [KD 2.959 (2.918)] 2024-10-14 12:43:33,086 - Train: 71.84% [898700/1251000] [718.4/1000.0] [batch_t 0.217 (0.241)] [data_t 0.007] [optim_t 0.210] [lr 0.000574] [CE 4.056 (4.097)] [KD 2.872 (2.876)] 2024-10-14 12:43:45,387 - Train: 71.84% [898750/1251000] [718.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.000574] [CE 3.470 (4.102)] [KD 2.550 (2.849)] 2024-10-14 12:43:57,495 - Train: 71.85% [898800/1251000] [718.5/1000.0] [batch_t 0.226 (0.242)] [data_t 0.007] [optim_t 0.220] [lr 0.000574] [CE 4.461 (4.109)] [KD 3.078 (2.851)] 2024-10-14 12:44:09,415 - Train: 71.85% [898850/1251000] [718.5/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.000574] [CE 4.505 (4.208)] [KD 3.087 (2.937)] 2024-10-14 12:44:20,994 - Train: 71.85% [898900/1251000] [718.5/1000.0] [batch_t 0.219 (0.231)] [data_t 0.006] [optim_t 0.213] [lr 0.000574] [CE 4.574 (4.159)] [KD 3.149 (2.902)] 2024-10-14 12:44:32,347 - Train: 71.86% [898950/1251000] [718.6/1000.0] [batch_t 0.235 (0.227)] [data_t 0.006] [optim_t 0.228] [lr 0.000574] [CE 3.984 (4.053)] [KD 2.741 (2.827)] 2024-10-14 12:44:43,747 - Train: 71.86% [899000/1251000] [718.6/1000.0] [batch_t 0.216 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.000573] [CE 3.923 (4.058)] [KD 2.972 (2.845)] 2024-10-14 12:44:55,756 - Train: 71.87% [899050/1251000] [718.7/1000.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.000573] [CE 4.129 (4.125)] [KD 3.096 (2.877)] 2024-10-14 12:45:07,728 - Train: 71.87% [899100/1251000] [718.7/1000.0] [batch_t 0.228 (0.239)] [data_t 0.008] [optim_t 0.220] [lr 0.000573] [CE 3.878 (4.036)] [KD 2.675 (2.806)] 2024-10-14 12:45:19,615 - Train: 71.87% [899150/1251000] [718.7/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.000573] [CE 3.776 (4.124)] [KD 2.709 (2.832)] 2024-10-14 12:45:31,258 - Train: 71.88% [899200/1251000] [718.8/1000.0] [batch_t 0.221 (0.233)] [data_t 0.006] [optim_t 0.215] [lr 0.000573] [CE 4.006 (4.071)] [KD 2.883 (2.834)] 2024-10-14 12:45:42,824 - Train: 71.88% [899250/1251000] [718.8/1000.0] [batch_t 0.219 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.000573] [CE 3.702 (4.178)] [KD 2.608 (2.892)] 2024-10-14 12:45:54,675 - Train: 71.89% [899300/1251000] [718.9/1000.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000573] [CE 3.704 (4.060)] [KD 2.623 (2.857)] 2024-10-14 12:46:06,341 - Train: 71.89% [899350/1251000] [718.9/1000.0] [batch_t 0.226 (0.233)] [data_t 0.010] [optim_t 0.216] [lr 0.000572] [CE 4.162 (4.078)] [KD 3.060 (2.893)] 2024-10-14 12:46:18,624 - Train: 71.89% [899400/1251000] [718.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.224] [lr 0.000572] [CE 3.932 (4.083)] [KD 2.510 (2.846)] 2024-10-14 12:46:30,404 - Train: 71.90% [899450/1251000] [719.0/1000.0] [batch_t 0.229 (0.235)] [data_t 0.007] [optim_t 0.222] [lr 0.000572] [CE 3.994 (4.131)] [KD 2.949 (2.876)] 2024-10-14 12:46:42,657 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.151)] [top1_cnt 38777] [top5_cnt 46874] [top_all 50000] 2024-10-14 12:46:42,658 - net: 77.554 (93.748) 2024-10-14 12:46:51,179 - Test (net_E): 100.00% [50/50] [batch_t 0.193 (0.155)] [top1_cnt 40055] [top5_cnt 47500] [top_all 50000] 2024-10-14 12:46:51,180 - net_E: 80.110 (95.000) 2024-10-14 12:46:51,380 - Max [top1: 77.678 (epoch: 718)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:46:51,381 - ==> Total time: 2 days, 16:08:44 Eta: 1 day, 1:04:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:47:02,907 - Train: 71.90% [899500/1251000] [719.0/1000.0] [batch_t 0.247 (0.267)] [data_t 0.008] [optim_t 0.238] [lr 0.000572] [CE 4.798 (4.235)] [KD 3.227 (2.978)] 2024-10-14 12:47:15,033 - Train: 71.91% [899550/1251000] [719.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000572] [CE 4.393 (4.109)] [KD 3.102 (2.853)] 2024-10-14 12:47:27,466 - Train: 71.91% [899600/1251000] [719.1/1000.0] [batch_t 0.232 (0.248)] [data_t 0.010] [optim_t 0.223] [lr 0.000572] [CE 3.515 (4.045)] [KD 2.440 (2.830)] 2024-10-14 12:47:39,401 - Train: 71.91% [899650/1251000] [719.1/1000.0] [batch_t 0.220 (0.238)] [data_t 0.007] [optim_t 0.213] [lr 0.000572] [CE 4.115 (4.202)] [KD 2.967 (2.883)] 2024-10-14 12:47:51,665 - Train: 71.92% [899700/1251000] [719.2/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000571] [CE 3.932 (4.053)] [KD 2.818 (2.829)] 2024-10-14 12:48:03,381 - Train: 71.92% [899750/1251000] [719.2/1000.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.000571] [CE 4.227 (4.186)] [KD 2.957 (2.875)] 2024-10-14 12:48:15,571 - Train: 71.93% [899800/1251000] [719.3/1000.0] [batch_t 0.223 (0.244)] [data_t 0.010] [optim_t 0.213] [lr 0.000571] [CE 3.977 (4.142)] [KD 2.706 (2.861)] 2024-10-14 12:48:27,428 - Train: 71.93% [899850/1251000] [719.3/1000.0] [batch_t 0.232 (0.237)] [data_t 0.008] [optim_t 0.224] [lr 0.000571] [CE 4.075 (4.110)] [KD 2.817 (2.851)] 2024-10-14 12:48:39,145 - Train: 71.93% [899900/1251000] [719.3/1000.0] [batch_t 0.231 (0.234)] [data_t 0.010] [optim_t 0.221] [lr 0.000571] [CE 3.950 (4.093)] [KD 2.969 (2.843)] 2024-10-14 12:48:50,777 - Train: 71.94% [899950/1251000] [719.4/1000.0] [batch_t 0.232 (0.232)] [data_t 0.007] [optim_t 0.225] [lr 0.000571] [CE 3.437 (4.127)] [KD 2.335 (2.862)] 2024-10-14 12:49:03,499 - Train: 71.94% [900000/1251000] [719.4/1000.0] [batch_t 0.222 (0.254)] [data_t 0.008] [optim_t 0.214] [lr 0.000570] [CE 3.742 (4.100)] [KD 2.551 (2.877)] 2024-10-14 12:49:15,177 - Train: 71.95% [900050/1251000] [719.5/1000.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.000570] [CE 4.128 (4.114)] [KD 2.791 (2.884)] 2024-10-14 12:49:26,839 - Train: 71.95% [900100/1251000] [719.5/1000.0] [batch_t 0.218 (0.233)] [data_t 0.008] [optim_t 0.210] [lr 0.000570] [CE 4.442 (4.131)] [KD 3.085 (2.844)] 2024-10-14 12:49:38,838 - Train: 71.95% [900150/1251000] [719.5/1000.0] [batch_t 0.232 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.000570] [CE 4.458 (4.112)] [KD 3.058 (2.871)] 2024-10-14 12:49:51,073 - Train: 71.96% [900200/1251000] [719.6/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.000570] [CE 3.932 (4.119)] [KD 2.779 (2.832)] 2024-10-14 12:50:03,447 - Train: 71.96% [900250/1251000] [719.6/1000.0] [batch_t 0.240 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.000570] [CE 4.383 (4.229)] [KD 2.877 (2.892)] 2024-10-14 12:50:15,271 - Train: 71.97% [900300/1251000] [719.7/1000.0] [batch_t 0.240 (0.236)] [data_t 0.007] [optim_t 0.234] [lr 0.000570] [CE 4.369 (4.059)] [KD 3.024 (2.819)] 2024-10-14 12:50:27,509 - Train: 71.97% [900350/1251000] [719.7/1000.0] [batch_t 0.239 (0.245)] [data_t 0.008] [optim_t 0.231] [lr 0.000569] [CE 4.396 (4.112)] [KD 2.851 (2.850)] 2024-10-14 12:50:40,071 - Train: 71.97% [900400/1251000] [719.7/1000.0] [batch_t 0.228 (0.251)] [data_t 0.010] [optim_t 0.219] [lr 0.000569] [CE 4.265 (4.136)] [KD 2.972 (2.858)] 2024-10-14 12:50:51,795 - Train: 71.98% [900450/1251000] [719.8/1000.0] [batch_t 0.226 (0.234)] [data_t 0.007] [optim_t 0.219] [lr 0.000569] [CE 4.413 (4.156)] [KD 2.936 (2.887)] 2024-10-14 12:51:03,863 - Train: 71.98% [900500/1251000] [719.8/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.218] [lr 0.000569] [CE 4.385 (4.119)] [KD 3.000 (2.874)] 2024-10-14 12:51:15,764 - Train: 71.99% [900550/1251000] [719.9/1000.0] [batch_t 0.225 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.000569] [CE 3.913 (4.232)] [KD 2.727 (2.936)] 2024-10-14 12:51:28,036 - Train: 71.99% [900600/1251000] [719.9/1000.0] [batch_t 0.223 (0.245)] [data_t 0.008] [optim_t 0.215] [lr 0.000569] [CE 4.472 (4.171)] [KD 3.102 (2.868)] 2024-10-14 12:51:39,890 - Train: 71.99% [900650/1251000] [719.9/1000.0] [batch_t 0.217 (0.237)] [data_t 0.007] [optim_t 0.210] [lr 0.000569] [CE 4.264 (4.062)] [KD 2.951 (2.819)] 2024-10-14 12:51:51,618 - Train: 72.00% [900700/1251000] [720.0/1000.0] [batch_t 0.214 (0.234)] [data_t 0.007] [optim_t 0.207] [lr 0.000568] [CE 3.964 (4.108)] [KD 2.820 (2.867)] 2024-10-14 12:52:04,237 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.150)] [top1_cnt 38778] [top5_cnt 46934] [top_all 50000] 2024-10-14 12:52:04,238 - net: 77.556 (93.868) 2024-10-14 12:52:12,790 - Test (net_E): 100.00% [50/50] [batch_t 0.337 (0.156)] [top1_cnt 40089] [top5_cnt 47510] [top_all 50000] 2024-10-14 12:52:12,791 - net_E: 80.178 (95.020) 2024-10-14 12:52:13,003 - Max [top1: 77.678 (epoch: 718)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:52:13,004 - ==> Total time: 2 days, 16:14:05 Eta: 1 day, 0:58:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:52:32,434 - Train: 72.00% [900750/1251000] [720.0/1000.0] [batch_t 0.232 (0.251)] [data_t 0.008] [optim_t 0.224] [lr 0.000568] [CE 3.987 (4.116)] [KD 2.774 (2.828)] 2024-10-14 12:52:44,590 - Train: 72.01% [900800/1251000] [720.1/1000.0] [batch_t 0.217 (0.243)] [data_t 0.007] [optim_t 0.210] [lr 0.000568] [CE 3.696 (4.187)] [KD 2.684 (2.912)] 2024-10-14 12:52:56,738 - Train: 72.01% [900850/1251000] [720.1/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000568] [CE 4.047 (4.065)] [KD 2.927 (2.840)] 2024-10-14 12:53:08,660 - Train: 72.01% [900900/1251000] [720.1/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.000568] [CE 4.247 (4.134)] [KD 2.811 (2.853)] 2024-10-14 12:53:20,508 - Train: 72.02% [900950/1251000] [720.2/1000.0] [batch_t 0.221 (0.237)] [data_t 0.007] [optim_t 0.214] [lr 0.000568] [CE 3.594 (4.118)] [KD 2.555 (2.866)] 2024-10-14 12:53:32,182 - Train: 72.02% [901000/1251000] [720.2/1000.0] [batch_t 0.229 (0.233)] [data_t 0.008] [optim_t 0.221] [lr 0.000568] [CE 3.703 (4.095)] [KD 2.679 (2.806)] 2024-10-14 12:53:43,934 - Train: 72.03% [901050/1251000] [720.3/1000.0] [batch_t 0.226 (0.235)] [data_t 0.007] [optim_t 0.219] [lr 0.000567] [CE 4.514 (4.124)] [KD 2.917 (2.865)] 2024-10-14 12:53:55,777 - Train: 72.03% [901100/1251000] [720.3/1000.0] [batch_t 0.229 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.000567] [CE 4.147 (4.052)] [KD 2.899 (2.830)] 2024-10-14 12:54:07,777 - Train: 72.03% [901150/1251000] [720.3/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000567] [CE 4.375 (4.147)] [KD 2.968 (2.848)] 2024-10-14 12:54:19,695 - Train: 72.04% [901200/1251000] [720.4/1000.0] [batch_t 0.230 (0.238)] [data_t 0.006] [optim_t 0.224] [lr 0.000567] [CE 4.457 (4.152)] [KD 3.033 (2.867)] 2024-10-14 12:54:31,961 - Train: 72.04% [901250/1251000] [720.4/1000.0] [batch_t 0.219 (0.245)] [data_t 0.009] [optim_t 0.209] [lr 0.000567] [CE 4.345 (4.118)] [KD 2.867 (2.900)] 2024-10-14 12:54:43,703 - Train: 72.05% [901300/1251000] [720.5/1000.0] [batch_t 0.248 (0.235)] [data_t 0.007] [optim_t 0.242] [lr 0.000567] [CE 3.894 (4.098)] [KD 2.758 (2.871)] 2024-10-14 12:54:55,630 - Train: 72.05% [901350/1251000] [720.5/1000.0] [batch_t 0.242 (0.238)] [data_t 0.011] [optim_t 0.232] [lr 0.000567] [CE 4.561 (4.153)] [KD 3.000 (2.869)] 2024-10-14 12:55:07,166 - Train: 72.05% [901400/1251000] [720.5/1000.0] [batch_t 0.235 (0.231)] [data_t 0.006] [optim_t 0.228] [lr 0.000566] [CE 4.030 (4.081)] [KD 2.793 (2.839)] 2024-10-14 12:55:19,252 - Train: 72.06% [901450/1251000] [720.6/1000.0] [batch_t 0.222 (0.242)] [data_t 0.010] [optim_t 0.212] [lr 0.000566] [CE 3.955 (4.115)] [KD 2.568 (2.832)] 2024-10-14 12:55:31,584 - Train: 72.06% [901500/1251000] [720.6/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.000566] [CE 4.555 (4.144)] [KD 3.319 (2.867)] 2024-10-14 12:55:43,558 - Train: 72.07% [901550/1251000] [720.7/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.000566] [CE 3.950 (4.129)] [KD 2.711 (2.869)] 2024-10-14 12:55:55,266 - Train: 72.07% [901600/1251000] [720.7/1000.0] [batch_t 0.212 (0.234)] [data_t 0.010] [optim_t 0.202] [lr 0.000566] [CE 3.318 (4.088)] [KD 2.318 (2.822)] 2024-10-14 12:56:07,239 - Train: 72.07% [901650/1251000] [720.7/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000566] [CE 4.141 (4.182)] [KD 2.743 (2.902)] 2024-10-14 12:56:19,069 - Train: 72.08% [901700/1251000] [720.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000566] [CE 4.466 (4.107)] [KD 3.145 (2.858)] 2024-10-14 12:56:31,157 - Train: 72.08% [901750/1251000] [720.8/1000.0] [batch_t 0.218 (0.242)] [data_t 0.009] [optim_t 0.209] [lr 0.000565] [CE 3.980 (4.106)] [KD 2.720 (2.832)] 2024-10-14 12:56:42,956 - Train: 72.09% [901800/1251000] [720.9/1000.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.000565] [CE 4.085 (4.155)] [KD 2.990 (2.850)] 2024-10-14 12:56:55,011 - Train: 72.09% [901850/1251000] [720.9/1000.0] [batch_t 0.223 (0.241)] [data_t 0.008] [optim_t 0.215] [lr 0.000565] [CE 4.264 (4.095)] [KD 2.764 (2.835)] 2024-10-14 12:57:06,796 - Train: 72.09% [901900/1251000] [720.9/1000.0] [batch_t 0.224 (0.236)] [data_t 0.007] [optim_t 0.217] [lr 0.000565] [CE 3.721 (4.053)] [KD 2.772 (2.810)] 2024-10-14 12:57:18,322 - Train: 72.10% [901950/1251000] [721.0/1000.0] [batch_t 0.234 (0.230)] [data_t 0.010] [optim_t 0.224] [lr 0.000565] [CE 4.115 (4.136)] [KD 3.149 (2.880)] 2024-10-14 12:57:31,730 - Test (net): 100.00% [50/50] [batch_t 0.054 (0.166)] [top1_cnt 38894] [top5_cnt 46949] [top_all 50000] 2024-10-14 12:57:31,731 - net: 77.788 (93.898) 2024-10-14 12:57:40,010 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.149)] [top1_cnt 40064] [top5_cnt 47501] [top_all 50000] 2024-10-14 12:57:40,011 - net_E: 80.128 (95.002) 2024-10-14 12:57:40,234 - Max [top1: 77.788 (epoch: 721)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 12:57:40,234 - ==> Total time: 2 days, 16:19:33 Eta: 1 day, 0:53:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 12:57:59,818 - Train: 72.10% [902000/1251000] [721.0/1000.0] [batch_t 0.239 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.000565] [CE 3.930 (4.118)] [KD 2.608 (2.856)] 2024-10-14 12:58:12,047 - Train: 72.11% [902050/1251000] [721.1/1000.0] [batch_t 0.241 (0.244)] [data_t 0.010] [optim_t 0.232] [lr 0.000565] [CE 3.555 (4.083)] [KD 2.611 (2.826)] 2024-10-14 12:58:24,504 - Train: 72.11% [902100/1251000] [721.1/1000.0] [batch_t 0.240 (0.249)] [data_t 0.006] [optim_t 0.234] [lr 0.000564] [CE 4.050 (4.088)] [KD 2.651 (2.823)] 2024-10-14 12:58:36,044 - Train: 72.11% [902150/1251000] [721.1/1000.0] [batch_t 0.227 (0.231)] [data_t 0.010] [optim_t 0.217] [lr 0.000564] [CE 4.384 (4.198)] [KD 3.107 (2.875)] 2024-10-14 12:58:48,037 - Train: 72.12% [902200/1251000] [721.2/1000.0] [batch_t 0.240 (0.240)] [data_t 0.008] [optim_t 0.232] [lr 0.000564] [CE 3.911 (4.122)] [KD 2.759 (2.860)] 2024-10-14 12:59:00,053 - Train: 72.12% [902250/1251000] [721.2/1000.0] [batch_t 0.228 (0.240)] [data_t 0.008] [optim_t 0.220] [lr 0.000564] [CE 3.968 (4.101)] [KD 2.759 (2.846)] 2024-10-14 12:59:12,445 - Train: 72.13% [902300/1251000] [721.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.000564] [CE 4.292 (4.039)] [KD 3.155 (2.805)] 2024-10-14 12:59:24,214 - Train: 72.13% [902350/1251000] [721.3/1000.0] [batch_t 0.243 (0.235)] [data_t 0.007] [optim_t 0.237] [lr 0.000564] [CE 4.102 (4.099)] [KD 2.742 (2.836)] 2024-10-14 12:59:36,565 - Train: 72.13% [902400/1251000] [721.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.229] [lr 0.000564] [CE 3.857 (4.078)] [KD 2.943 (2.830)] 2024-10-14 12:59:48,398 - Train: 72.14% [902450/1251000] [721.4/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.000563] [CE 3.422 (4.063)] [KD 2.593 (2.815)] 2024-10-14 13:00:00,571 - Train: 72.14% [902500/1251000] [721.4/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.000563] [CE 3.601 (4.071)] [KD 2.495 (2.827)] 2024-10-14 13:00:12,259 - Train: 72.15% [902550/1251000] [721.5/1000.0] [batch_t 0.228 (0.234)] [data_t 0.008] [optim_t 0.220] [lr 0.000563] [CE 4.126 (4.045)] [KD 2.747 (2.800)] 2024-10-14 13:00:24,232 - Train: 72.15% [902600/1251000] [721.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.010] [optim_t 0.231] [lr 0.000563] [CE 3.946 (4.082)] [KD 2.777 (2.859)] 2024-10-14 13:00:36,061 - Train: 72.15% [902650/1251000] [721.5/1000.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.000563] [CE 4.077 (4.129)] [KD 2.699 (2.889)] 2024-10-14 13:00:48,731 - Train: 72.16% [902700/1251000] [721.6/1000.0] [batch_t 0.220 (0.253)] [data_t 0.008] [optim_t 0.212] [lr 0.000563] [CE 4.100 (4.115)] [KD 2.685 (2.839)] 2024-10-14 13:01:00,529 - Train: 72.16% [902750/1251000] [721.6/1000.0] [batch_t 0.227 (0.236)] [data_t 0.007] [optim_t 0.220] [lr 0.000563] [CE 3.980 (4.136)] [KD 2.819 (2.881)] 2024-10-14 13:01:12,415 - Train: 72.17% [902800/1251000] [721.7/1000.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.000562] [CE 4.461 (4.151)] [KD 2.982 (2.909)] 2024-10-14 13:01:24,278 - Train: 72.17% [902850/1251000] [721.7/1000.0] [batch_t 0.252 (0.237)] [data_t 0.009] [optim_t 0.243] [lr 0.000562] [CE 4.246 (4.157)] [KD 3.000 (2.883)] 2024-10-14 13:01:36,155 - Train: 72.17% [902900/1251000] [721.7/1000.0] [batch_t 0.227 (0.237)] [data_t 0.010] [optim_t 0.217] [lr 0.000562] [CE 4.049 (4.130)] [KD 2.853 (2.886)] 2024-10-14 13:01:47,614 - Train: 72.18% [902950/1251000] [721.8/1000.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.211] [lr 0.000562] [CE 4.351 (4.128)] [KD 3.081 (2.857)] 2024-10-14 13:01:59,511 - Train: 72.18% [903000/1251000] [721.8/1000.0] [batch_t 0.227 (0.238)] [data_t 0.008] [optim_t 0.219] [lr 0.000562] [CE 4.316 (4.200)] [KD 3.174 (2.928)] 2024-10-14 13:02:12,045 - Train: 72.19% [903050/1251000] [721.9/1000.0] [batch_t 0.224 (0.250)] [data_t 0.010] [optim_t 0.214] [lr 0.000562] [CE 4.164 (4.133)] [KD 2.710 (2.846)] 2024-10-14 13:02:23,917 - Train: 72.19% [903100/1251000] [721.9/1000.0] [batch_t 0.228 (0.237)] [data_t 0.008] [optim_t 0.220] [lr 0.000562] [CE 4.249 (4.070)] [KD 2.902 (2.819)] 2024-10-14 13:02:35,611 - Train: 72.19% [903150/1251000] [721.9/1000.0] [batch_t 0.223 (0.234)] [data_t 0.010] [optim_t 0.214] [lr 0.000561] [CE 4.446 (4.067)] [KD 3.034 (2.824)] 2024-10-14 13:02:47,738 - Train: 72.20% [903200/1251000] [722.0/1000.0] [batch_t 0.222 (0.242)] [data_t 0.008] [optim_t 0.215] [lr 0.000561] [CE 3.899 (4.051)] [KD 2.829 (2.842)] 2024-10-14 13:03:00,913 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.150)] [top1_cnt 39038] [top5_cnt 47011] [top_all 50000] 2024-10-14 13:03:00,914 - net: 78.076 (94.022) 2024-10-14 13:03:10,150 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 40056] [top5_cnt 47498] [top_all 50000] 2024-10-14 13:03:10,150 - net_E: 80.112 (94.996) 2024-10-14 13:03:10,384 - Max [top1: 78.076 (epoch: 722)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 13:03:10,384 - ==> Total time: 2 days, 16:25:03 Eta: 1 day, 0:48:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:03:30,313 - Train: 72.20% [903250/1251000] [722.0/1000.0] [batch_t 0.222 (0.255)] [data_t 0.007] [optim_t 0.215] [lr 0.000561] [CE 3.697 (4.137)] [KD 2.561 (2.874)] 2024-10-14 13:03:42,772 - Train: 72.21% [903300/1251000] [722.1/1000.0] [batch_t 0.229 (0.249)] [data_t 0.009] [optim_t 0.220] [lr 0.000561] [CE 4.229 (4.085)] [KD 2.554 (2.844)] 2024-10-14 13:03:55,302 - Train: 72.21% [903350/1251000] [722.1/1000.0] [batch_t 0.240 (0.250)] [data_t 0.010] [optim_t 0.230] [lr 0.000561] [CE 3.776 (4.110)] [KD 2.748 (2.865)] 2024-10-14 13:04:06,985 - Train: 72.21% [903400/1251000] [722.1/1000.0] [batch_t 0.233 (0.234)] [data_t 0.007] [optim_t 0.225] [lr 0.000561] [CE 4.330 (4.087)] [KD 2.949 (2.816)] 2024-10-14 13:04:18,838 - Train: 72.22% [903450/1251000] [722.2/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000561] [CE 4.450 (4.125)] [KD 2.992 (2.834)] 2024-10-14 13:04:31,365 - Train: 72.22% [903500/1251000] [722.2/1000.0] [batch_t 0.231 (0.250)] [data_t 0.007] [optim_t 0.224] [lr 0.000560] [CE 3.909 (4.081)] [KD 2.852 (2.816)] 2024-10-14 13:04:43,381 - Train: 72.23% [903550/1251000] [722.3/1000.0] [batch_t 0.222 (0.240)] [data_t 0.007] [optim_t 0.215] [lr 0.000560] [CE 3.995 (4.110)] [KD 2.671 (2.848)] 2024-10-14 13:04:55,294 - Train: 72.23% [903600/1251000] [722.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.000560] [CE 4.295 (4.124)] [KD 3.151 (2.864)] 2024-10-14 13:05:07,305 - Train: 72.23% [903650/1251000] [722.3/1000.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.000560] [CE 4.162 (4.103)] [KD 2.930 (2.890)] 2024-10-14 13:05:19,272 - Train: 72.24% [903700/1251000] [722.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.000560] [CE 3.843 (4.090)] [KD 2.778 (2.841)] 2024-10-14 13:05:32,026 - Train: 72.24% [903750/1251000] [722.4/1000.0] [batch_t 0.215 (0.255)] [data_t 0.010] [optim_t 0.205] [lr 0.000560] [CE 4.432 (4.144)] [KD 3.081 (2.880)] 2024-10-14 13:05:43,941 - Train: 72.25% [903800/1251000] [722.5/1000.0] [batch_t 0.241 (0.238)] [data_t 0.008] [optim_t 0.233] [lr 0.000560] [CE 4.203 (4.052)] [KD 2.924 (2.820)] 2024-10-14 13:05:55,523 - Train: 72.25% [903850/1251000] [722.5/1000.0] [batch_t 0.231 (0.231)] [data_t 0.010] [optim_t 0.221] [lr 0.000559] [CE 3.418 (4.169)] [KD 2.361 (2.880)] 2024-10-14 13:06:08,112 - Train: 72.25% [903900/1251000] [722.5/1000.0] [batch_t 0.529 (0.252)] [data_t 0.007] [optim_t 0.522] [lr 0.000559] [CE 3.794 (4.097)] [KD 2.621 (2.835)] 2024-10-14 13:06:20,592 - Train: 72.26% [903950/1251000] [722.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.000559] [CE 4.296 (4.065)] [KD 2.842 (2.810)] 2024-10-14 13:06:32,483 - Train: 72.26% [904000/1251000] [722.6/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.000559] [CE 3.551 (4.145)] [KD 2.548 (2.850)] 2024-10-14 13:06:44,527 - Train: 72.27% [904050/1251000] [722.7/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.000559] [CE 3.760 (4.079)] [KD 2.635 (2.834)] 2024-10-14 13:06:57,225 - Train: 72.27% [904100/1251000] [722.7/1000.0] [batch_t 0.226 (0.254)] [data_t 0.008] [optim_t 0.218] [lr 0.000559] [CE 4.874 (4.124)] [KD 3.082 (2.853)] 2024-10-14 13:07:09,469 - Train: 72.27% [904150/1251000] [722.7/1000.0] [batch_t 0.216 (0.245)] [data_t 0.007] [optim_t 0.209] [lr 0.000559] [CE 4.393 (4.218)] [KD 3.088 (2.920)] 2024-10-14 13:07:21,456 - Train: 72.28% [904200/1251000] [722.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.000558] [CE 3.649 (4.149)] [KD 2.597 (2.825)] 2024-10-14 13:07:33,845 - Train: 72.28% [904250/1251000] [722.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.006] [optim_t 0.231] [lr 0.000558] [CE 3.767 (4.117)] [KD 2.742 (2.839)] 2024-10-14 13:07:45,942 - Train: 72.29% [904300/1251000] [722.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000558] [CE 4.500 (4.187)] [KD 2.872 (2.883)] 2024-10-14 13:07:58,338 - Train: 72.29% [904350/1251000] [722.9/1000.0] [batch_t 0.226 (0.248)] [data_t 0.009] [optim_t 0.216] [lr 0.000558] [CE 3.865 (4.088)] [KD 2.596 (2.844)] 2024-10-14 13:08:10,553 - Train: 72.29% [904400/1251000] [722.9/1000.0] [batch_t 0.211 (0.244)] [data_t 0.006] [optim_t 0.205] [lr 0.000558] [CE 3.860 (4.141)] [KD 2.620 (2.875)] 2024-10-14 13:08:22,171 - Train: 72.30% [904450/1251000] [723.0/1000.0] [batch_t 0.237 (0.232)] [data_t 0.007] [optim_t 0.230] [lr 0.000558] [CE 3.992 (4.076)] [KD 2.891 (2.847)] 2024-10-14 13:08:36,123 - Test (net): 100.00% [50/50] [batch_t 0.382 (0.166)] [top1_cnt 38776] [top5_cnt 46938] [top_all 50000] 2024-10-14 13:08:36,123 - net: 77.552 (93.876) 2024-10-14 13:08:45,484 - Test (net_E): 100.00% [50/50] [batch_t 0.642 (0.171)] [top1_cnt 40083] [top5_cnt 47481] [top_all 50000] 2024-10-14 13:08:45,485 - net_E: 80.166 (94.962) 2024-10-14 13:08:45,712 - Max [top1: 78.076 (epoch: 722)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 13:08:45,713 - ==> Total time: 2 days, 16:30:38 Eta: 1 day, 0:42:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:08:55,946 - Train: 72.30% [904500/1251000] [723.0/1000.0] [batch_t 0.226 (0.261)] [data_t 0.010] [optim_t 0.217] [lr 0.000558] [CE 4.288 (4.122)] [KD 3.032 (2.821)] 2024-10-14 13:09:08,509 - Train: 72.31% [904550/1251000] [723.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.010] [optim_t 0.223] [lr 0.000557] [CE 4.503 (4.152)] [KD 3.005 (2.876)] 2024-10-14 13:09:21,022 - Train: 72.31% [904600/1251000] [723.1/1000.0] [batch_t 0.230 (0.250)] [data_t 0.010] [optim_t 0.220] [lr 0.000557] [CE 4.577 (4.122)] [KD 2.994 (2.841)] 2024-10-14 13:09:32,750 - Train: 72.31% [904650/1251000] [723.1/1000.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.000557] [CE 4.311 (4.190)] [KD 2.923 (2.885)] 2024-10-14 13:09:44,331 - Train: 72.32% [904700/1251000] [723.2/1000.0] [batch_t 0.237 (0.231)] [data_t 0.007] [optim_t 0.230] [lr 0.000557] [CE 4.152 (4.110)] [KD 2.966 (2.829)] 2024-10-14 13:09:56,005 - Train: 72.32% [904750/1251000] [723.2/1000.0] [batch_t 0.233 (0.233)] [data_t 0.008] [optim_t 0.225] [lr 0.000557] [CE 4.219 (4.083)] [KD 2.931 (2.847)] 2024-10-14 13:10:07,468 - Train: 72.33% [904800/1251000] [723.3/1000.0] [batch_t 0.226 (0.229)] [data_t 0.008] [optim_t 0.217] [lr 0.000557] [CE 4.737 (4.108)] [KD 3.181 (2.844)] 2024-10-14 13:10:19,120 - Train: 72.33% [904850/1251000] [723.3/1000.0] [batch_t 0.237 (0.233)] [data_t 0.006] [optim_t 0.231] [lr 0.000557] [CE 4.411 (4.144)] [KD 3.007 (2.862)] 2024-10-14 13:10:31,218 - Train: 72.33% [904900/1251000] [723.3/1000.0] [batch_t 0.239 (0.242)] [data_t 0.007] [optim_t 0.232] [lr 0.000556] [CE 3.687 (4.129)] [KD 2.692 (2.849)] 2024-10-14 13:10:42,708 - Train: 72.34% [904950/1251000] [723.4/1000.0] [batch_t 0.230 (0.230)] [data_t 0.008] [optim_t 0.222] [lr 0.000556] [CE 4.069 (4.115)] [KD 2.722 (2.827)] 2024-10-14 13:10:54,047 - Train: 72.34% [905000/1251000] [723.4/1000.0] [batch_t 0.233 (0.227)] [data_t 0.010] [optim_t 0.223] [lr 0.000556] [CE 3.941 (4.160)] [KD 2.724 (2.886)] 2024-10-14 13:11:05,762 - Train: 72.35% [905050/1251000] [723.5/1000.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000556] [CE 4.317 (4.151)] [KD 2.962 (2.839)] 2024-10-14 13:11:17,418 - Train: 72.35% [905100/1251000] [723.5/1000.0] [batch_t 0.239 (0.233)] [data_t 0.011] [optim_t 0.228] [lr 0.000556] [CE 4.615 (4.152)] [KD 3.314 (2.857)] 2024-10-14 13:11:29,212 - Train: 72.35% [905150/1251000] [723.5/1000.0] [batch_t 0.227 (0.236)] [data_t 0.007] [optim_t 0.220] [lr 0.000556] [CE 3.885 (4.169)] [KD 2.570 (2.889)] 2024-10-14 13:11:41,219 - Train: 72.36% [905200/1251000] [723.6/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000556] [CE 4.175 (4.154)] [KD 2.761 (2.853)] 2024-10-14 13:11:52,952 - Train: 72.36% [905250/1251000] [723.6/1000.0] [batch_t 0.222 (0.234)] [data_t 0.007] [optim_t 0.215] [lr 0.000555] [CE 4.074 (4.072)] [KD 2.888 (2.818)] 2024-10-14 13:12:04,463 - Train: 72.37% [905300/1251000] [723.7/1000.0] [batch_t 0.222 (0.230)] [data_t 0.010] [optim_t 0.211] [lr 0.000555] [CE 3.984 (4.206)] [KD 2.583 (2.855)] 2024-10-14 13:12:15,959 - Train: 72.37% [905350/1251000] [723.7/1000.0] [batch_t 0.212 (0.230)] [data_t 0.008] [optim_t 0.204] [lr 0.000555] [CE 4.088 (4.137)] [KD 2.891 (2.846)] 2024-10-14 13:12:27,539 - Train: 72.37% [905400/1251000] [723.7/1000.0] [batch_t 0.234 (0.231)] [data_t 0.010] [optim_t 0.223] [lr 0.000555] [CE 3.867 (4.103)] [KD 2.814 (2.834)] 2024-10-14 13:12:39,043 - Train: 72.38% [905450/1251000] [723.8/1000.0] [batch_t 0.224 (0.230)] [data_t 0.010] [optim_t 0.214] [lr 0.000555] [CE 3.723 (4.109)] [KD 2.475 (2.878)] 2024-10-14 13:12:50,987 - Train: 72.38% [905500/1251000] [723.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.229] [lr 0.000555] [CE 4.353 (4.162)] [KD 2.834 (2.876)] 2024-10-14 13:13:02,717 - Train: 72.39% [905550/1251000] [723.9/1000.0] [batch_t 0.230 (0.234)] [data_t 0.007] [optim_t 0.223] [lr 0.000555] [CE 4.091 (4.139)] [KD 2.759 (2.836)] 2024-10-14 13:13:14,559 - Train: 72.39% [905600/1251000] [723.9/1000.0] [batch_t 0.219 (0.237)] [data_t 0.006] [optim_t 0.213] [lr 0.000554] [CE 4.170 (4.139)] [KD 2.951 (2.853)] 2024-10-14 13:13:26,754 - Train: 72.39% [905650/1251000] [723.9/1000.0] [batch_t 0.244 (0.244)] [data_t 0.007] [optim_t 0.237] [lr 0.000554] [CE 4.096 (4.126)] [KD 3.054 (2.867)] 2024-10-14 13:13:38,527 - Train: 72.40% [905700/1251000] [724.0/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.000554] [CE 4.453 (4.130)] [KD 3.108 (2.839)] 2024-10-14 13:13:52,054 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.151)] [top1_cnt 38858] [top5_cnt 46951] [top_all 50000] 2024-10-14 13:13:52,055 - net: 77.716 (93.902) 2024-10-14 13:14:01,277 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 40082] [top5_cnt 47497] [top_all 50000] 2024-10-14 13:14:01,278 - net_E: 80.164 (94.994) 2024-10-14 13:14:01,492 - Max [top1: 78.076 (epoch: 722)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 13:14:01,492 - ==> Total time: 2 days, 16:35:54 Eta: 1 day, 0:37:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:14:13,973 - Train: 72.40% [905750/1251000] [724.0/1000.0] [batch_t 0.261 (0.267)] [data_t 0.008] [optim_t 0.253] [lr 0.000554] [CE 3.830 (4.041)] [KD 2.794 (2.779)] 2024-10-14 13:14:26,784 - Train: 72.41% [905800/1251000] [724.1/1000.0] [batch_t 0.246 (0.256)] [data_t 0.007] [optim_t 0.238] [lr 0.000554] [CE 4.290 (4.014)] [KD 2.891 (2.763)] 2024-10-14 13:14:39,361 - Train: 72.41% [905850/1251000] [724.1/1000.0] [batch_t 0.225 (0.251)] [data_t 0.007] [optim_t 0.218] [lr 0.000554] [CE 4.074 (4.154)] [KD 2.724 (2.852)] 2024-10-14 13:14:51,550 - Train: 72.41% [905900/1251000] [724.1/1000.0] [batch_t 0.218 (0.244)] [data_t 0.007] [optim_t 0.211] [lr 0.000554] [CE 4.077 (4.109)] [KD 2.661 (2.825)] 2024-10-14 13:15:03,278 - Train: 72.42% [905950/1251000] [724.2/1000.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.224] [lr 0.000553] [CE 4.003 (4.184)] [KD 2.853 (2.891)] 2024-10-14 13:15:15,280 - Train: 72.42% [906000/1251000] [724.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.011] [optim_t 0.227] [lr 0.000553] [CE 4.652 (4.117)] [KD 3.054 (2.837)] 2024-10-14 13:15:27,378 - Train: 72.43% [906050/1251000] [724.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000553] [CE 4.609 (4.139)] [KD 3.055 (2.839)] 2024-10-14 13:15:39,162 - Train: 72.43% [906100/1251000] [724.3/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.000553] [CE 4.256 (4.190)] [KD 2.938 (2.871)] 2024-10-14 13:15:50,593 - Train: 72.43% [906150/1251000] [724.3/1000.0] [batch_t 0.240 (0.228)] [data_t 0.007] [optim_t 0.232] [lr 0.000553] [CE 4.158 (4.165)] [KD 2.862 (2.893)] 2024-10-14 13:16:03,003 - Train: 72.44% [906200/1251000] [724.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.007] [optim_t 0.225] [lr 0.000553] [CE 4.545 (4.068)] [KD 3.073 (2.818)] 2024-10-14 13:16:14,968 - Train: 72.44% [906250/1251000] [724.4/1000.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.210] [lr 0.000553] [CE 3.922 (4.069)] [KD 2.654 (2.805)] 2024-10-14 13:16:26,532 - Train: 72.45% [906300/1251000] [724.5/1000.0] [batch_t 0.224 (0.231)] [data_t 0.007] [optim_t 0.217] [lr 0.000552] [CE 3.911 (4.205)] [KD 2.789 (2.885)] 2024-10-14 13:16:38,223 - Train: 72.45% [906350/1251000] [724.5/1000.0] [batch_t 0.217 (0.234)] [data_t 0.009] [optim_t 0.208] [lr 0.000552] [CE 4.071 (4.167)] [KD 2.739 (2.873)] 2024-10-14 13:16:50,006 - Train: 72.45% [906400/1251000] [724.5/1000.0] [batch_t 0.224 (0.235)] [data_t 0.007] [optim_t 0.217] [lr 0.000552] [CE 4.042 (4.106)] [KD 2.761 (2.843)] 2024-10-14 13:17:01,817 - Train: 72.46% [906450/1251000] [724.6/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.000552] [CE 4.515 (4.136)] [KD 3.111 (2.850)] 2024-10-14 13:17:13,907 - Train: 72.46% [906500/1251000] [724.6/1000.0] [batch_t 0.210 (0.242)] [data_t 0.009] [optim_t 0.200] [lr 0.000552] [CE 4.508 (4.088)] [KD 3.046 (2.833)] 2024-10-14 13:17:25,623 - Train: 72.47% [906550/1251000] [724.7/1000.0] [batch_t 0.224 (0.234)] [data_t 0.008] [optim_t 0.215] [lr 0.000552] [CE 3.759 (4.056)] [KD 2.737 (2.833)] 2024-10-14 13:17:37,503 - Train: 72.47% [906600/1251000] [724.7/1000.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.214] [lr 0.000552] [CE 3.876 (4.221)] [KD 2.762 (2.887)] 2024-10-14 13:17:49,285 - Train: 72.47% [906650/1251000] [724.7/1000.0] [batch_t 0.514 (0.235)] [data_t 0.009] [optim_t 0.504] [lr 0.000551] [CE 3.740 (4.159)] [KD 2.645 (2.869)] 2024-10-14 13:18:01,013 - Train: 72.48% [906700/1251000] [724.8/1000.0] [batch_t 0.225 (0.234)] [data_t 0.008] [optim_t 0.217] [lr 0.000551] [CE 3.632 (4.147)] [KD 2.617 (2.871)] 2024-10-14 13:18:12,885 - Train: 72.48% [906750/1251000] [724.8/1000.0] [batch_t 0.247 (0.237)] [data_t 0.007] [optim_t 0.240] [lr 0.000551] [CE 3.741 (4.050)] [KD 2.543 (2.811)] 2024-10-14 13:18:24,920 - Train: 72.49% [906800/1251000] [724.9/1000.0] [batch_t 0.221 (0.241)] [data_t 0.007] [optim_t 0.213] [lr 0.000551] [CE 4.279 (4.088)] [KD 2.759 (2.810)] 2024-10-14 13:18:37,630 - Train: 72.49% [906850/1251000] [724.9/1000.0] [batch_t 0.227 (0.254)] [data_t 0.007] [optim_t 0.220] [lr 0.000551] [CE 3.964 (4.184)] [KD 2.595 (2.898)] 2024-10-14 13:18:49,476 - Train: 72.49% [906900/1251000] [724.9/1000.0] [batch_t 0.243 (0.237)] [data_t 0.007] [optim_t 0.235] [lr 0.000551] [CE 3.743 (4.084)] [KD 2.479 (2.811)] 2024-10-14 13:19:01,384 - Train: 72.50% [906950/1251000] [725.0/1000.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.000551] [CE 4.480 (4.113)] [KD 3.208 (2.830)] 2024-10-14 13:19:17,242 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.177)] [top1_cnt 38873] [top5_cnt 46922] [top_all 50000] 2024-10-14 13:19:17,242 - net: 77.746 (93.844) 2024-10-14 13:19:26,447 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.169)] [top1_cnt 40080] [top5_cnt 47503] [top_all 50000] 2024-10-14 13:19:26,448 - net_E: 80.160 (95.006) 2024-10-14 13:19:26,632 - Max [top1: 78.076 (epoch: 722)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 13:19:26,633 - ==> Total time: 2 days, 16:41:19 Eta: 1 day, 0:32:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:19:36,412 - Train: 72.50% [907000/1251000] [725.0/1000.0] [batch_t 0.412 (0.265)] [data_t 0.011] [optim_t 0.401] [lr 0.000551] [CE 3.960 (4.093)] [KD 2.826 (2.854)] 2024-10-14 13:19:48,497 - Train: 72.51% [907050/1251000] [725.1/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.219] [lr 0.000550] [CE 4.434 (4.126)] [KD 3.101 (2.813)] 2024-10-14 13:20:00,406 - Train: 72.51% [907100/1251000] [725.1/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000550] [CE 3.995 (4.060)] [KD 2.718 (2.792)] 2024-10-14 13:20:12,846 - Train: 72.51% [907150/1251000] [725.1/1000.0] [batch_t 0.223 (0.249)] [data_t 0.007] [optim_t 0.216] [lr 0.000550] [CE 4.337 (4.112)] [KD 2.848 (2.847)] 2024-10-14 13:20:24,617 - Train: 72.52% [907200/1251000] [725.2/1000.0] [batch_t 0.238 (0.235)] [data_t 0.007] [optim_t 0.231] [lr 0.000550] [CE 4.394 (4.060)] [KD 2.930 (2.825)] 2024-10-14 13:20:36,748 - Train: 72.52% [907250/1251000] [725.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.000550] [CE 3.958 (4.129)] [KD 2.724 (2.835)] 2024-10-14 13:20:48,673 - Train: 72.53% [907300/1251000] [725.3/1000.0] [batch_t 0.229 (0.238)] [data_t 0.010] [optim_t 0.219] [lr 0.000550] [CE 4.102 (4.113)] [KD 2.803 (2.832)] 2024-10-14 13:21:00,492 - Train: 72.53% [907350/1251000] [725.3/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.000550] [CE 4.616 (4.113)] [KD 3.135 (2.858)] 2024-10-14 13:21:12,532 - Train: 72.53% [907400/1251000] [725.3/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.000549] [CE 3.622 (4.131)] [KD 2.454 (2.819)] 2024-10-14 13:21:24,565 - Train: 72.54% [907450/1251000] [725.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.006] [optim_t 0.227] [lr 0.000549] [CE 4.137 (4.161)] [KD 2.942 (2.895)] 2024-10-14 13:21:36,502 - Train: 72.54% [907500/1251000] [725.4/1000.0] [batch_t 0.233 (0.238)] [data_t 0.006] [optim_t 0.227] [lr 0.000549] [CE 4.010 (4.070)] [KD 2.696 (2.841)] 2024-10-14 13:21:48,313 - Train: 72.55% [907550/1251000] [725.5/1000.0] [batch_t 0.214 (0.236)] [data_t 0.010] [optim_t 0.204] [lr 0.000549] [CE 4.097 (4.099)] [KD 2.852 (2.828)] 2024-10-14 13:22:00,235 - Train: 72.55% [907600/1251000] [725.5/1000.0] [batch_t 0.223 (0.238)] [data_t 0.006] [optim_t 0.217] [lr 0.000549] [CE 3.927 (4.184)] [KD 2.798 (2.863)] 2024-10-14 13:22:12,341 - Train: 72.55% [907650/1251000] [725.5/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000549] [CE 4.153 (4.093)] [KD 2.784 (2.833)] 2024-10-14 13:22:24,507 - Train: 72.56% [907700/1251000] [725.6/1000.0] [batch_t 0.253 (0.243)] [data_t 0.007] [optim_t 0.246] [lr 0.000549] [CE 3.792 (4.143)] [KD 2.886 (2.868)] 2024-10-14 13:22:36,595 - Train: 72.56% [907750/1251000] [725.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000548] [CE 3.891 (4.159)] [KD 2.855 (2.861)] 2024-10-14 13:22:48,512 - Train: 72.57% [907800/1251000] [725.7/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.000548] [CE 4.124 (4.112)] [KD 2.697 (2.851)] 2024-10-14 13:23:00,633 - Train: 72.57% [907850/1251000] [725.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.000548] [CE 4.382 (4.121)] [KD 3.123 (2.860)] 2024-10-14 13:23:12,664 - Train: 72.57% [907900/1251000] [725.7/1000.0] [batch_t 0.228 (0.240)] [data_t 0.010] [optim_t 0.218] [lr 0.000548] [CE 3.808 (4.068)] [KD 2.639 (2.826)] 2024-10-14 13:23:25,150 - Train: 72.58% [907950/1251000] [725.8/1000.0] [batch_t 0.232 (0.250)] [data_t 0.008] [optim_t 0.224] [lr 0.000548] [CE 4.017 (4.109)] [KD 2.648 (2.850)] 2024-10-14 13:23:37,353 - Train: 72.58% [908000/1251000] [725.8/1000.0] [batch_t 0.287 (0.244)] [data_t 0.007] [optim_t 0.281] [lr 0.000548] [CE 4.724 (4.110)] [KD 3.137 (2.823)] 2024-10-14 13:23:49,682 - Train: 72.59% [908050/1251000] [725.9/1000.0] [batch_t 0.251 (0.246)] [data_t 0.010] [optim_t 0.241] [lr 0.000548] [CE 3.947 (4.130)] [KD 2.716 (2.864)] 2024-10-14 13:24:01,705 - Train: 72.59% [908100/1251000] [725.9/1000.0] [batch_t 0.258 (0.240)] [data_t 0.011] [optim_t 0.247] [lr 0.000547] [CE 3.488 (4.063)] [KD 2.670 (2.811)] 2024-10-14 13:24:13,753 - Train: 72.59% [908150/1251000] [725.9/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.000547] [CE 4.503 (4.117)] [KD 3.153 (2.835)] 2024-10-14 13:24:25,899 - Train: 72.60% [908200/1251000] [726.0/1000.0] [batch_t 0.256 (0.243)] [data_t 0.007] [optim_t 0.249] [lr 0.000547] [CE 4.512 (4.137)] [KD 3.134 (2.854)] 2024-10-14 13:24:42,450 - Test (net): 100.00% [50/50] [batch_t 0.046 (0.191)] [top1_cnt 38727] [top5_cnt 46777] [top_all 50000] 2024-10-14 13:24:42,451 - net: 77.454 (93.554) 2024-10-14 13:24:51,516 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 40085] [top5_cnt 47488] [top_all 50000] 2024-10-14 13:24:51,517 - net_E: 80.170 (94.976) 2024-10-14 13:24:51,684 - Max [top1: 78.076 (epoch: 722)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 13:24:51,684 - ==> Total time: 2 days, 16:46:44 Eta: 1 day, 0:26:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:25:00,925 - Train: 72.60% [908250/1251000] [726.0/1000.0] [batch_t 0.229 (0.264)] [data_t 0.010] [optim_t 0.219] [lr 0.000547] [CE 3.898 (4.031)] [KD 2.728 (2.803)] 2024-10-14 13:25:13,269 - Train: 72.61% [908300/1251000] [726.1/1000.0] [batch_t 0.239 (0.247)] [data_t 0.007] [optim_t 0.232] [lr 0.000547] [CE 4.001 (4.070)] [KD 2.881 (2.830)] 2024-10-14 13:25:25,092 - Train: 72.61% [908350/1251000] [726.1/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.000547] [CE 3.697 (4.143)] [KD 2.597 (2.811)] 2024-10-14 13:25:37,017 - Train: 72.61% [908400/1251000] [726.1/1000.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.000547] [CE 4.271 (4.075)] [KD 2.858 (2.814)] 2024-10-14 13:25:49,668 - Train: 72.62% [908450/1251000] [726.2/1000.0] [batch_t 0.222 (0.253)] [data_t 0.009] [optim_t 0.213] [lr 0.000546] [CE 3.873 (4.111)] [KD 2.789 (2.832)] 2024-10-14 13:26:01,611 - Train: 72.62% [908500/1251000] [726.2/1000.0] [batch_t 0.240 (0.239)] [data_t 0.008] [optim_t 0.233] [lr 0.000546] [CE 4.019 (4.119)] [KD 2.851 (2.822)] 2024-10-14 13:26:13,610 - Train: 72.63% [908550/1251000] [726.3/1000.0] [batch_t 0.221 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.000546] [CE 4.291 (4.107)] [KD 2.807 (2.804)] 2024-10-14 13:26:25,558 - Train: 72.63% [908600/1251000] [726.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.000546] [CE 3.982 (4.206)] [KD 2.808 (2.877)] 2024-10-14 13:26:38,073 - Train: 72.63% [908650/1251000] [726.3/1000.0] [batch_t 0.464 (0.250)] [data_t 0.008] [optim_t 0.456] [lr 0.000546] [CE 4.098 (4.181)] [KD 2.927 (2.847)] 2024-10-14 13:26:49,963 - Train: 72.64% [908700/1251000] [726.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.006] [optim_t 0.228] [lr 0.000546] [CE 3.642 (4.090)] [KD 2.640 (2.826)] 2024-10-14 13:27:02,032 - Train: 72.64% [908750/1251000] [726.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.006] [optim_t 0.230] [lr 0.000546] [CE 3.812 (4.106)] [KD 2.510 (2.845)] 2024-10-14 13:27:14,710 - Train: 72.65% [908800/1251000] [726.5/1000.0] [batch_t 0.247 (0.253)] [data_t 0.007] [optim_t 0.240] [lr 0.000545] [CE 4.361 (4.117)] [KD 2.899 (2.846)] 2024-10-14 13:27:27,077 - Train: 72.65% [908850/1251000] [726.5/1000.0] [batch_t 0.245 (0.247)] [data_t 0.006] [optim_t 0.239] [lr 0.000545] [CE 3.943 (4.055)] [KD 2.806 (2.807)] 2024-10-14 13:27:39,572 - Train: 72.65% [908900/1251000] [726.5/1000.0] [batch_t 0.248 (0.250)] [data_t 0.009] [optim_t 0.238] [lr 0.000545] [CE 4.070 (4.115)] [KD 2.625 (2.821)] 2024-10-14 13:27:51,400 - Train: 72.66% [908950/1251000] [726.6/1000.0] [batch_t 0.249 (0.236)] [data_t 0.008] [optim_t 0.241] [lr 0.000545] [CE 3.281 (4.080)] [KD 2.405 (2.805)] 2024-10-14 13:28:03,337 - Train: 72.66% [909000/1251000] [726.6/1000.0] [batch_t 0.238 (0.239)] [data_t 0.007] [optim_t 0.230] [lr 0.000545] [CE 3.954 (4.222)] [KD 2.606 (2.904)] 2024-10-14 13:28:15,680 - Train: 72.67% [909050/1251000] [726.7/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000545] [CE 4.170 (4.185)] [KD 2.920 (2.836)] 2024-10-14 13:28:28,538 - Train: 72.67% [909100/1251000] [726.7/1000.0] [batch_t 0.231 (0.257)] [data_t 0.008] [optim_t 0.224] [lr 0.000545] [CE 3.547 (4.109)] [KD 2.568 (2.828)] 2024-10-14 13:28:40,307 - Train: 72.67% [909150/1251000] [726.7/1000.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000544] [CE 4.329 (4.060)] [KD 2.960 (2.808)] 2024-10-14 13:28:52,322 - Train: 72.68% [909200/1251000] [726.8/1000.0] [batch_t 0.219 (0.240)] [data_t 0.008] [optim_t 0.211] [lr 0.000544] [CE 4.687 (4.159)] [KD 3.033 (2.853)] 2024-10-14 13:29:04,496 - Train: 72.68% [909250/1251000] [726.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.008] [optim_t 0.229] [lr 0.000544] [CE 4.058 (4.160)] [KD 2.781 (2.886)] 2024-10-14 13:29:16,458 - Train: 72.69% [909300/1251000] [726.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000544] [CE 3.825 (4.119)] [KD 2.750 (2.844)] 2024-10-14 13:29:28,444 - Train: 72.69% [909350/1251000] [726.9/1000.0] [batch_t 0.227 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.000544] [CE 3.915 (4.090)] [KD 2.857 (2.835)] 2024-10-14 13:29:40,511 - Train: 72.69% [909400/1251000] [726.9/1000.0] [batch_t 0.220 (0.241)] [data_t 0.008] [optim_t 0.212] [lr 0.000544] [CE 4.300 (4.175)] [KD 3.021 (2.872)] 2024-10-14 13:29:52,838 - Train: 72.70% [909450/1251000] [727.0/1000.0] [batch_t 0.226 (0.246)] [data_t 0.009] [optim_t 0.217] [lr 0.000544] [CE 3.589 (4.131)] [KD 2.395 (2.823)] 2024-10-14 13:30:07,439 - Test (net): 100.00% [50/50] [batch_t 0.301 (0.159)] [top1_cnt 39059] [top5_cnt 47003] [top_all 50000] 2024-10-14 13:30:07,440 - net: 78.118 (94.006) 2024-10-14 13:30:16,184 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.158)] [top1_cnt 40069] [top5_cnt 47487] [top_all 50000] 2024-10-14 13:30:16,185 - net_E: 80.138 (94.974) 2024-10-14 13:30:16,383 - Max [top1: 78.118 (epoch: 727)] [top1-ema: 80.218 (epoch: 712)] 2024-10-14 13:30:16,384 - ==> Total time: 2 days, 16:52:09 Eta: 1 day, 0:21:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:30:35,077 - Train: 72.70% [909500/1251000] [727.0/1000.0] [batch_t 0.224 (0.281)] [data_t 0.009] [optim_t 0.215] [lr 0.000543] [CE 4.504 (4.077)] [KD 3.011 (2.787)] 2024-10-14 13:30:46,833 - Train: 72.71% [909550/1251000] [727.1/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.211] [lr 0.000543] [CE 4.042 (4.151)] [KD 2.676 (2.797)] 2024-10-14 13:30:58,808 - Train: 72.71% [909600/1251000] [727.1/1000.0] [batch_t 0.220 (0.239)] [data_t 0.010] [optim_t 0.210] [lr 0.000543] [CE 3.885 (4.026)] [KD 2.792 (2.781)] 2024-10-14 13:31:10,894 - Train: 72.71% [909650/1251000] [727.1/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.000543] [CE 3.808 (4.177)] [KD 2.468 (2.852)] 2024-10-14 13:31:22,722 - Train: 72.72% [909700/1251000] [727.2/1000.0] [batch_t 0.242 (0.236)] [data_t 0.007] [optim_t 0.235] [lr 0.000543] [CE 3.638 (4.038)] [KD 2.630 (2.769)] 2024-10-14 13:31:34,960 - Train: 72.72% [909750/1251000] [727.2/1000.0] [batch_t 0.225 (0.245)] [data_t 0.010] [optim_t 0.216] [lr 0.000543] [CE 4.654 (4.130)] [KD 3.044 (2.846)] 2024-10-14 13:31:46,946 - Train: 72.73% [909800/1251000] [727.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.006] [optim_t 0.230] [lr 0.000543] [CE 3.691 (4.147)] [KD 2.676 (2.830)] 2024-10-14 13:31:59,128 - Train: 72.73% [909850/1251000] [727.3/1000.0] [batch_t 0.230 (0.243)] [data_t 0.010] [optim_t 0.220] [lr 0.000542] [CE 4.663 (4.125)] [KD 3.051 (2.801)] 2024-10-14 13:32:10,748 - Train: 72.73% [909900/1251000] [727.3/1000.0] [batch_t 0.216 (0.232)] [data_t 0.007] [optim_t 0.209] [lr 0.000542] [CE 3.982 (4.140)] [KD 2.650 (2.820)] 2024-10-14 13:32:22,136 - Train: 72.74% [909950/1251000] [727.4/1000.0] [batch_t 0.229 (0.228)] [data_t 0.009] [optim_t 0.220] [lr 0.000542] [CE 4.318 (4.151)] [KD 2.874 (2.857)] 2024-10-14 13:32:33,941 - Train: 72.74% [910000/1251000] [727.4/1000.0] [batch_t 0.216 (0.236)] [data_t 0.007] [optim_t 0.208] [lr 0.000542] [CE 4.686 (4.068)] [KD 2.906 (2.818)] 2024-10-14 13:32:46,442 - Train: 72.75% [910050/1251000] [727.5/1000.0] [batch_t 0.218 (0.250)] [data_t 0.009] [optim_t 0.209] [lr 0.000542] [CE 4.348 (4.156)] [KD 3.028 (2.834)] 2024-10-14 13:32:58,158 - Train: 72.75% [910100/1251000] [727.5/1000.0] [batch_t 0.236 (0.234)] [data_t 0.007] [optim_t 0.229] [lr 0.000542] [CE 3.810 (4.066)] [KD 2.694 (2.789)] 2024-10-14 13:33:10,045 - Train: 72.75% [910150/1251000] [727.5/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.000542] [CE 4.284 (4.104)] [KD 2.859 (2.840)] 2024-10-14 13:33:21,805 - Train: 72.76% [910200/1251000] [727.6/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000541] [CE 4.825 (4.228)] [KD 3.393 (2.863)] 2024-10-14 13:33:34,234 - Train: 72.76% [910250/1251000] [727.6/1000.0] [batch_t 0.226 (0.248)] [data_t 0.008] [optim_t 0.218] [lr 0.000541] [CE 3.723 (4.202)] [KD 2.840 (2.888)] 2024-10-14 13:33:45,813 - Train: 72.77% [910300/1251000] [727.7/1000.0] [batch_t 0.232 (0.231)] [data_t 0.008] [optim_t 0.225] [lr 0.000541] [CE 4.151 (4.171)] [KD 2.992 (2.862)] 2024-10-14 13:33:57,654 - Train: 72.77% [910350/1251000] [727.7/1000.0] [batch_t 0.250 (0.237)] [data_t 0.008] [optim_t 0.242] [lr 0.000541] [CE 3.714 (4.087)] [KD 2.589 (2.815)] 2024-10-14 13:34:09,742 - Train: 72.77% [910400/1251000] [727.7/1000.0] [batch_t 0.229 (0.242)] [data_t 0.008] [optim_t 0.222] [lr 0.000541] [CE 4.230 (4.088)] [KD 2.928 (2.809)] 2024-10-14 13:34:22,193 - Train: 72.78% [910450/1251000] [727.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.008] [optim_t 0.227] [lr 0.000541] [CE 4.095 (4.092)] [KD 2.853 (2.834)] 2024-10-14 13:34:34,090 - Train: 72.78% [910500/1251000] [727.8/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.221] [lr 0.000541] [CE 4.386 (4.115)] [KD 2.961 (2.828)] 2024-10-14 13:34:45,942 - Train: 72.79% [910550/1251000] [727.9/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000540] [CE 4.114 (4.084)] [KD 2.919 (2.834)] 2024-10-14 13:34:57,973 - Train: 72.79% [910600/1251000] [727.9/1000.0] [batch_t 0.248 (0.240)] [data_t 0.010] [optim_t 0.238] [lr 0.000540] [CE 4.138 (4.057)] [KD 2.677 (2.815)] 2024-10-14 13:35:10,540 - Train: 72.79% [910650/1251000] [727.9/1000.0] [batch_t 0.248 (0.251)] [data_t 0.006] [optim_t 0.241] [lr 0.000540] [CE 3.718 (4.150)] [KD 2.730 (2.863)] 2024-10-14 13:35:22,606 - Train: 72.80% [910700/1251000] [728.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.008] [optim_t 0.229] [lr 0.000540] [CE 3.823 (4.091)] [KD 2.904 (2.843)] 2024-10-14 13:35:37,888 - Test (net): 100.00% [50/50] [batch_t 0.452 (0.169)] [top1_cnt 38955] [top5_cnt 47003] [top_all 50000] 2024-10-14 13:35:37,889 - net: 77.910 (94.006) 2024-10-14 13:35:47,083 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 40111] [top5_cnt 47510] [top_all 50000] 2024-10-14 13:35:47,083 - net_E: 80.222 (95.020) 2024-10-14 13:35:47,285 - Max [top1: 78.118 (epoch: 727)] [top1-ema: 80.222 (epoch: 728)] 2024-10-14 13:35:47,286 - ==> Total time: 2 days, 16:57:40 Eta: 1 day, 0:16:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:36:04,792 - Train: 72.80% [910750/1251000] [728.0/1000.0] [batch_t 0.222 (0.264)] [data_t 0.009] [optim_t 0.212] [lr 0.000540] [CE 3.958 (4.001)] [KD 2.968 (2.792)] 2024-10-14 13:36:16,618 - Train: 72.81% [910800/1251000] [728.1/1000.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.000540] [CE 3.935 (4.162)] [KD 2.705 (2.837)] 2024-10-14 13:36:29,321 - Train: 72.81% [910850/1251000] [728.1/1000.0] [batch_t 0.233 (0.254)] [data_t 0.008] [optim_t 0.224] [lr 0.000540] [CE 3.823 (4.110)] [KD 2.675 (2.799)] 2024-10-14 13:36:41,475 - Train: 72.81% [910900/1251000] [728.1/1000.0] [batch_t 0.224 (0.243)] [data_t 0.006] [optim_t 0.218] [lr 0.000539] [CE 4.167 (4.126)] [KD 2.937 (2.792)] 2024-10-14 13:36:53,367 - Train: 72.82% [910950/1251000] [728.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.006] [optim_t 0.222] [lr 0.000539] [CE 3.885 (4.038)] [KD 2.727 (2.771)] 2024-10-14 13:37:05,198 - Train: 72.82% [911000/1251000] [728.2/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.221] [lr 0.000539] [CE 4.624 (4.059)] [KD 3.153 (2.768)] 2024-10-14 13:37:17,640 - Train: 72.83% [911050/1251000] [728.3/1000.0] [batch_t 0.218 (0.249)] [data_t 0.009] [optim_t 0.209] [lr 0.000539] [CE 4.431 (4.183)] [KD 2.988 (2.839)] 2024-10-14 13:37:29,491 - Train: 72.83% [911100/1251000] [728.3/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000539] [CE 4.037 (4.096)] [KD 2.667 (2.777)] 2024-10-14 13:37:41,480 - Train: 72.83% [911150/1251000] [728.3/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.000539] [CE 4.202 (4.140)] [KD 2.863 (2.846)] 2024-10-14 13:37:53,230 - Train: 72.84% [911200/1251000] [728.4/1000.0] [batch_t 0.247 (0.235)] [data_t 0.010] [optim_t 0.238] [lr 0.000539] [CE 4.549 (4.096)] [KD 2.958 (2.791)] 2024-10-14 13:38:05,549 - Train: 72.84% [911250/1251000] [728.4/1000.0] [batch_t 0.456 (0.246)] [data_t 0.007] [optim_t 0.449] [lr 0.000539] [CE 4.776 (4.138)] [KD 3.264 (2.798)] 2024-10-14 13:38:17,589 - Train: 72.85% [911300/1251000] [728.5/1000.0] [batch_t 0.223 (0.241)] [data_t 0.010] [optim_t 0.213] [lr 0.000538] [CE 4.066 (4.069)] [KD 2.924 (2.811)] 2024-10-14 13:38:29,320 - Train: 72.85% [911350/1251000] [728.5/1000.0] [batch_t 0.231 (0.234)] [data_t 0.008] [optim_t 0.223] [lr 0.000538] [CE 4.032 (4.081)] [KD 2.615 (2.814)] 2024-10-14 13:38:40,761 - Train: 72.85% [911400/1251000] [728.5/1000.0] [batch_t 0.238 (0.229)] [data_t 0.010] [optim_t 0.228] [lr 0.000538] [CE 3.872 (4.030)] [KD 2.639 (2.775)] 2024-10-14 13:38:53,187 - Train: 72.86% [911450/1251000] [728.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.000538] [CE 3.875 (4.107)] [KD 2.711 (2.826)] 2024-10-14 13:39:05,150 - Train: 72.86% [911500/1251000] [728.6/1000.0] [batch_t 0.256 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.000538] [CE 4.516 (4.102)] [KD 3.074 (2.834)] 2024-10-14 13:39:16,894 - Train: 72.87% [911550/1251000] [728.7/1000.0] [batch_t 0.232 (0.235)] [data_t 0.007] [optim_t 0.225] [lr 0.000538] [CE 3.835 (4.099)] [KD 2.716 (2.813)] 2024-10-14 13:39:28,833 - Train: 72.87% [911600/1251000] [728.7/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.000538] [CE 4.070 (4.164)] [KD 2.825 (2.834)] 2024-10-14 13:39:41,194 - Train: 72.87% [911650/1251000] [728.7/1000.0] [batch_t 0.232 (0.247)] [data_t 0.008] [optim_t 0.225] [lr 0.000537] [CE 4.372 (4.081)] [KD 2.657 (2.775)] 2024-10-14 13:39:52,936 - Train: 72.88% [911700/1251000] [728.8/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.000537] [CE 3.744 (4.065)] [KD 2.619 (2.775)] 2024-10-14 13:40:04,887 - Train: 72.88% [911750/1251000] [728.8/1000.0] [batch_t 0.212 (0.239)] [data_t 0.009] [optim_t 0.203] [lr 0.000537] [CE 4.353 (4.091)] [KD 3.006 (2.827)] 2024-10-14 13:40:16,461 - Train: 72.89% [911800/1251000] [728.9/1000.0] [batch_t 0.217 (0.231)] [data_t 0.009] [optim_t 0.208] [lr 0.000537] [CE 4.265 (4.141)] [KD 2.851 (2.850)] 2024-10-14 13:40:28,560 - Train: 72.89% [911850/1251000] [728.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000537] [CE 4.271 (4.061)] [KD 2.935 (2.801)] 2024-10-14 13:40:40,755 - Train: 72.89% [911900/1251000] [728.9/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.000537] [CE 4.090 (4.082)] [KD 2.796 (2.835)] 2024-10-14 13:40:52,116 - Train: 72.90% [911950/1251000] [729.0/1000.0] [batch_t 0.232 (0.227)] [data_t 0.007] [optim_t 0.225] [lr 0.000537] [CE 4.510 (4.045)] [KD 2.989 (2.799)] 2024-10-14 13:41:07,272 - Test (net): 100.00% [50/50] [batch_t 0.129 (0.158)] [top1_cnt 38942] [top5_cnt 46993] [top_all 50000] 2024-10-14 13:41:07,272 - net: 77.884 (93.986) 2024-10-14 13:41:15,929 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.158)] [top1_cnt 40126] [top5_cnt 47522] [top_all 50000] 2024-10-14 13:41:15,930 - net_E: 80.252 (95.044) 2024-10-14 13:41:16,134 - Max [top1: 78.118 (epoch: 727)] [top1-ema: 80.252 (epoch: 729)] 2024-10-14 13:41:16,135 - ==> Total time: 2 days, 17:03:08 Eta: 1 day, 0:10:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:41:34,169 - Train: 72.90% [912000/1251000] [729.0/1000.0] [batch_t 0.247 (0.274)] [data_t 0.006] [optim_t 0.241] [lr 0.000536] [CE 4.039 (4.145)] [KD 2.885 (2.850)] 2024-10-14 13:41:46,188 - Train: 72.91% [912050/1251000] [729.1/1000.0] [batch_t 0.241 (0.240)] [data_t 0.006] [optim_t 0.234] [lr 0.000536] [CE 4.636 (4.052)] [KD 3.196 (2.777)] 2024-10-14 13:41:58,185 - Train: 72.91% [912100/1251000] [729.1/1000.0] [batch_t 0.222 (0.240)] [data_t 0.007] [optim_t 0.215] [lr 0.000536] [CE 4.448 (4.139)] [KD 2.975 (2.821)] 2024-10-14 13:42:10,076 - Train: 72.91% [912150/1251000] [729.1/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.229] [lr 0.000536] [CE 3.969 (4.125)] [KD 2.795 (2.850)] 2024-10-14 13:42:21,683 - Train: 72.92% [912200/1251000] [729.2/1000.0] [batch_t 0.246 (0.232)] [data_t 0.008] [optim_t 0.238] [lr 0.000536] [CE 4.294 (4.086)] [KD 2.844 (2.793)] 2024-10-14 13:42:34,387 - Train: 72.92% [912250/1251000] [729.2/1000.0] [batch_t 0.250 (0.254)] [data_t 0.010] [optim_t 0.240] [lr 0.000536] [CE 4.447 (4.047)] [KD 2.981 (2.764)] 2024-10-14 13:42:46,685 - Train: 72.93% [912300/1251000] [729.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000536] [CE 3.939 (4.131)] [KD 2.682 (2.828)] 2024-10-14 13:42:58,715 - Train: 72.93% [912350/1251000] [729.3/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000535] [CE 3.944 (4.106)] [KD 2.607 (2.826)] 2024-10-14 13:43:11,667 - Train: 72.93% [912400/1251000] [729.3/1000.0] [batch_t 0.245 (0.259)] [data_t 0.007] [optim_t 0.238] [lr 0.000535] [CE 3.938 (4.098)] [KD 2.878 (2.839)] 2024-10-14 13:43:23,894 - Train: 72.94% [912450/1251000] [729.4/1000.0] [batch_t 0.210 (0.244)] [data_t 0.006] [optim_t 0.204] [lr 0.000535] [CE 3.908 (4.151)] [KD 2.783 (2.856)] 2024-10-14 13:43:35,895 - Train: 72.94% [912500/1251000] [729.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.230] [lr 0.000535] [CE 3.886 (4.094)] [KD 2.728 (2.832)] 2024-10-14 13:43:48,313 - Train: 72.95% [912550/1251000] [729.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000535] [CE 3.763 (4.073)] [KD 2.655 (2.818)] 2024-10-14 13:44:00,688 - Train: 72.95% [912600/1251000] [729.5/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.000535] [CE 3.835 (4.073)] [KD 2.720 (2.787)] 2024-10-14 13:44:12,605 - Train: 72.95% [912650/1251000] [729.5/1000.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.000535] [CE 4.198 (4.231)] [KD 2.889 (2.909)] 2024-10-14 13:44:25,488 - Train: 72.96% [912700/1251000] [729.6/1000.0] [batch_t 0.247 (0.257)] [data_t 0.007] [optim_t 0.239] [lr 0.000534] [CE 4.229 (4.107)] [KD 2.595 (2.811)] 2024-10-14 13:44:37,957 - Train: 72.96% [912750/1251000] [729.6/1000.0] [batch_t 0.229 (0.249)] [data_t 0.006] [optim_t 0.223] [lr 0.000534] [CE 3.843 (4.041)] [KD 2.756 (2.784)] 2024-10-14 13:44:50,676 - Train: 72.97% [912800/1251000] [729.7/1000.0] [batch_t 0.221 (0.254)] [data_t 0.010] [optim_t 0.211] [lr 0.000534] [CE 4.219 (4.093)] [KD 2.736 (2.782)] 2024-10-14 13:45:03,041 - Train: 72.97% [912850/1251000] [729.7/1000.0] [batch_t 0.254 (0.247)] [data_t 0.009] [optim_t 0.245] [lr 0.000534] [CE 4.516 (4.059)] [KD 3.311 (2.752)] 2024-10-14 13:45:15,058 - Train: 72.97% [912900/1251000] [729.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.000534] [CE 4.730 (4.157)] [KD 3.161 (2.862)] 2024-10-14 13:45:27,239 - Train: 72.98% [912950/1251000] [729.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.011] [optim_t 0.226] [lr 0.000534] [CE 4.105 (4.131)] [KD 2.611 (2.824)] 2024-10-14 13:45:39,586 - Train: 72.98% [913000/1251000] [729.8/1000.0] [batch_t 0.220 (0.247)] [data_t 0.010] [optim_t 0.210] [lr 0.000534] [CE 4.135 (4.083)] [KD 2.828 (2.788)] 2024-10-14 13:45:51,741 - Train: 72.99% [913050/1251000] [729.9/1000.0] [batch_t 0.225 (0.243)] [data_t 0.010] [optim_t 0.216] [lr 0.000533] [CE 3.342 (4.071)] [KD 2.408 (2.790)] 2024-10-14 13:46:04,544 - Train: 72.99% [913100/1251000] [729.9/1000.0] [batch_t 0.226 (0.256)] [data_t 0.009] [optim_t 0.217] [lr 0.000533] [CE 4.115 (4.145)] [KD 2.766 (2.850)] 2024-10-14 13:46:16,713 - Train: 72.99% [913150/1251000] [729.9/1000.0] [batch_t 0.526 (0.243)] [data_t 0.009] [optim_t 0.517] [lr 0.000533] [CE 4.090 (4.172)] [KD 2.916 (2.892)] 2024-10-14 13:46:28,736 - Train: 73.00% [913200/1251000] [730.0/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000533] [CE 4.165 (4.109)] [KD 2.937 (2.851)] 2024-10-14 13:46:45,194 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.173)] [top1_cnt 38977] [top5_cnt 47034] [top_all 50000] 2024-10-14 13:46:45,195 - net: 77.954 (94.068) 2024-10-14 13:46:53,907 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.158)] [top1_cnt 40128] [top5_cnt 47515] [top_all 50000] 2024-10-14 13:46:53,907 - net_E: 80.256 (95.030) 2024-10-14 13:46:54,117 - Max [top1: 78.118 (epoch: 727)] [top1-ema: 80.256 (epoch: 730)] 2024-10-14 13:46:54,118 - ==> Total time: 2 days, 17:08:46 Eta: 1 day, 0:05:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:47:12,259 - Train: 73.00% [913250/1251000] [730.0/1000.0] [batch_t 0.262 (0.265)] [data_t 0.007] [optim_t 0.255] [lr 0.000533] [CE 3.683 (4.091)] [KD 2.470 (2.795)] 2024-10-14 13:47:24,447 - Train: 73.01% [913300/1251000] [730.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.006] [optim_t 0.225] [lr 0.000533] [CE 4.170 (4.148)] [KD 2.782 (2.821)] 2024-10-14 13:47:37,097 - Train: 73.01% [913350/1251000] [730.1/1000.0] [batch_t 0.240 (0.253)] [data_t 0.009] [optim_t 0.231] [lr 0.000533] [CE 3.752 (4.064)] [KD 2.399 (2.760)] 2024-10-14 13:47:48,606 - Train: 73.01% [913400/1251000] [730.1/1000.0] [batch_t 0.233 (0.230)] [data_t 0.008] [optim_t 0.225] [lr 0.000532] [CE 4.032 (4.137)] [KD 2.810 (2.814)] 2024-10-14 13:48:00,787 - Train: 73.02% [913450/1251000] [730.2/1000.0] [batch_t 0.222 (0.243)] [data_t 0.007] [optim_t 0.216] [lr 0.000532] [CE 3.865 (4.149)] [KD 2.484 (2.831)] 2024-10-14 13:48:12,767 - Train: 73.02% [913500/1251000] [730.2/1000.0] [batch_t 0.243 (0.239)] [data_t 0.010] [optim_t 0.233] [lr 0.000532] [CE 4.160 (4.139)] [KD 2.723 (2.794)] 2024-10-14 13:48:24,987 - Train: 73.03% [913550/1251000] [730.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.006] [optim_t 0.230] [lr 0.000532] [CE 3.735 (4.132)] [KD 2.517 (2.803)] 2024-10-14 13:48:37,098 - Train: 73.03% [913600/1251000] [730.3/1000.0] [batch_t 0.401 (0.242)] [data_t 0.006] [optim_t 0.395] [lr 0.000532] [CE 4.250 (4.120)] [KD 3.050 (2.767)] 2024-10-14 13:48:49,049 - Train: 73.03% [913650/1251000] [730.3/1000.0] [batch_t 0.228 (0.239)] [data_t 0.006] [optim_t 0.221] [lr 0.000532] [CE 4.680 (4.104)] [KD 3.115 (2.812)] 2024-10-14 13:49:01,348 - Train: 73.04% [913700/1251000] [730.4/1000.0] [batch_t 0.230 (0.246)] [data_t 0.010] [optim_t 0.221] [lr 0.000532] [CE 3.959 (4.064)] [KD 2.747 (2.788)] 2024-10-14 13:49:13,535 - Train: 73.04% [913750/1251000] [730.4/1000.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.000532] [CE 4.054 (4.067)] [KD 2.808 (2.817)] 2024-10-14 13:49:25,504 - Train: 73.05% [913800/1251000] [730.5/1000.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.239] [lr 0.000531] [CE 3.684 (4.078)] [KD 2.682 (2.809)] 2024-10-14 13:49:37,456 - Train: 73.05% [913850/1251000] [730.5/1000.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.000531] [CE 4.392 (4.091)] [KD 2.915 (2.775)] 2024-10-14 13:49:49,531 - Train: 73.05% [913900/1251000] [730.5/1000.0] [batch_t 0.227 (0.241)] [data_t 0.010] [optim_t 0.217] [lr 0.000531] [CE 4.446 (4.124)] [KD 2.887 (2.830)] 2024-10-14 13:50:01,895 - Train: 73.06% [913950/1251000] [730.6/1000.0] [batch_t 0.244 (0.247)] [data_t 0.010] [optim_t 0.235] [lr 0.000531] [CE 3.795 (4.182)] [KD 2.565 (2.854)] 2024-10-14 13:50:14,476 - Train: 73.06% [914000/1251000] [730.6/1000.0] [batch_t 0.237 (0.251)] [data_t 0.010] [optim_t 0.227] [lr 0.000531] [CE 4.362 (4.112)] [KD 2.966 (2.823)] 2024-10-14 13:50:26,719 - Train: 73.07% [914050/1251000] [730.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.007] [optim_t 0.235] [lr 0.000531] [CE 3.765 (4.113)] [KD 2.602 (2.833)] 2024-10-14 13:50:39,404 - Train: 73.07% [914100/1251000] [730.7/1000.0] [batch_t 0.257 (0.254)] [data_t 0.008] [optim_t 0.249] [lr 0.000531] [CE 4.291 (4.082)] [KD 3.218 (2.828)] 2024-10-14 13:50:51,936 - Train: 73.07% [914150/1251000] [730.7/1000.0] [batch_t 0.240 (0.250)] [data_t 0.007] [optim_t 0.233] [lr 0.000530] [CE 3.856 (4.095)] [KD 2.759 (2.828)] 2024-10-14 13:51:04,216 - Train: 73.08% [914200/1251000] [730.8/1000.0] [batch_t 0.245 (0.245)] [data_t 0.010] [optim_t 0.235] [lr 0.000530] [CE 3.797 (4.174)] [KD 2.780 (2.862)] 2024-10-14 13:51:16,574 - Train: 73.08% [914250/1251000] [730.8/1000.0] [batch_t 0.247 (0.247)] [data_t 0.007] [optim_t 0.240] [lr 0.000530] [CE 4.622 (4.175)] [KD 3.031 (2.849)] 2024-10-14 13:51:29,147 - Train: 73.09% [914300/1251000] [730.9/1000.0] [batch_t 0.244 (0.251)] [data_t 0.007] [optim_t 0.237] [lr 0.000530] [CE 4.018 (4.072)] [KD 2.809 (2.801)] 2024-10-14 13:51:41,772 - Train: 73.09% [914350/1251000] [730.9/1000.0] [batch_t 0.232 (0.252)] [data_t 0.010] [optim_t 0.222] [lr 0.000530] [CE 3.577 (4.074)] [KD 2.582 (2.759)] 2024-10-14 13:51:54,191 - Train: 73.09% [914400/1251000] [730.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.000530] [CE 3.675 (4.047)] [KD 2.624 (2.763)] 2024-10-14 13:52:06,205 - Train: 73.10% [914450/1251000] [731.0/1000.0] [batch_t 0.247 (0.240)] [data_t 0.006] [optim_t 0.241] [lr 0.000530] [CE 4.538 (4.143)] [KD 2.844 (2.815)] 2024-10-14 13:52:22,500 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.174)] [top1_cnt 39140] [top5_cnt 47028] [top_all 50000] 2024-10-14 13:52:22,500 - net: 78.280 (94.056) 2024-10-14 13:52:31,330 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 40157] [top5_cnt 47529] [top_all 50000] 2024-10-14 13:52:31,331 - net_E: 80.314 (95.058) 2024-10-14 13:52:31,544 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.314 (epoch: 731)] 2024-10-14 13:52:31,545 - ==> Total time: 2 days, 17:14:24 Eta: 1 day, 0:00:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:52:53,852 - Train: 73.10% [914500/1251000] [731.0/1000.0] [batch_t 0.239 (0.256)] [data_t 0.008] [optim_t 0.230] [lr 0.000529] [CE 4.255 (4.038)] [KD 2.725 (2.736)] 2024-10-14 13:53:06,425 - Train: 73.11% [914550/1251000] [731.1/1000.0] [batch_t 0.225 (0.251)] [data_t 0.010] [optim_t 0.215] [lr 0.000529] [CE 4.109 (4.074)] [KD 2.809 (2.751)] 2024-10-14 13:53:18,831 - Train: 73.11% [914600/1251000] [731.1/1000.0] [batch_t 0.231 (0.248)] [data_t 0.010] [optim_t 0.221] [lr 0.000529] [CE 3.900 (4.095)] [KD 2.855 (2.794)] 2024-10-14 13:53:30,793 - Train: 73.11% [914650/1251000] [731.1/1000.0] [batch_t 0.247 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.000529] [CE 3.626 (4.083)] [KD 2.588 (2.800)] 2024-10-14 13:53:42,836 - Train: 73.12% [914700/1251000] [731.2/1000.0] [batch_t 0.261 (0.241)] [data_t 0.008] [optim_t 0.254] [lr 0.000529] [CE 4.008 (4.105)] [KD 2.858 (2.756)] 2024-10-14 13:53:55,447 - Train: 73.12% [914750/1251000] [731.2/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000529] [CE 4.403 (4.097)] [KD 3.034 (2.791)] 2024-10-14 13:54:07,927 - Train: 73.13% [914800/1251000] [731.3/1000.0] [batch_t 0.242 (0.249)] [data_t 0.007] [optim_t 0.235] [lr 0.000529] [CE 4.346 (4.085)] [KD 2.767 (2.797)] 2024-10-14 13:54:20,563 - Train: 73.13% [914850/1251000] [731.3/1000.0] [batch_t 0.238 (0.253)] [data_t 0.009] [optim_t 0.229] [lr 0.000528] [CE 4.054 (4.115)] [KD 2.801 (2.783)] 2024-10-14 13:54:32,948 - Train: 73.13% [914900/1251000] [731.3/1000.0] [batch_t 0.257 (0.247)] [data_t 0.007] [optim_t 0.250] [lr 0.000528] [CE 4.092 (4.182)] [KD 2.835 (2.853)] 2024-10-14 13:54:44,967 - Train: 73.14% [914950/1251000] [731.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.000528] [CE 4.398 (4.156)] [KD 2.940 (2.843)] 2024-10-14 13:54:56,758 - Train: 73.14% [915000/1251000] [731.4/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.217] [lr 0.000528] [CE 4.461 (4.076)] [KD 3.200 (2.800)] 2024-10-14 13:55:09,282 - Train: 73.15% [915050/1251000] [731.5/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.000528] [CE 3.835 (4.119)] [KD 2.617 (2.830)] 2024-10-14 13:55:21,129 - Train: 73.15% [915100/1251000] [731.5/1000.0] [batch_t 0.249 (0.237)] [data_t 0.009] [optim_t 0.239] [lr 0.000528] [CE 4.616 (4.045)] [KD 3.054 (2.775)] 2024-10-14 13:55:33,860 - Train: 73.15% [915150/1251000] [731.5/1000.0] [batch_t 0.241 (0.254)] [data_t 0.010] [optim_t 0.232] [lr 0.000528] [CE 3.974 (4.149)] [KD 2.805 (2.838)] 2024-10-14 13:55:46,393 - Train: 73.16% [915200/1251000] [731.6/1000.0] [batch_t 0.223 (0.250)] [data_t 0.006] [optim_t 0.217] [lr 0.000527] [CE 3.695 (4.166)] [KD 2.615 (2.860)] 2024-10-14 13:55:58,229 - Train: 73.16% [915250/1251000] [731.6/1000.0] [batch_t 0.244 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.000527] [CE 4.851 (4.097)] [KD 3.340 (2.773)] 2024-10-14 13:56:10,022 - Train: 73.17% [915300/1251000] [731.7/1000.0] [batch_t 0.221 (0.236)] [data_t 0.008] [optim_t 0.213] [lr 0.000527] [CE 3.832 (4.195)] [KD 2.574 (2.855)] 2024-10-14 13:56:22,266 - Train: 73.17% [915350/1251000] [731.7/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000527] [CE 3.432 (4.199)] [KD 2.652 (2.885)] 2024-10-14 13:56:34,658 - Train: 73.17% [915400/1251000] [731.7/1000.0] [batch_t 0.222 (0.248)] [data_t 0.009] [optim_t 0.213] [lr 0.000527] [CE 3.691 (4.134)] [KD 2.569 (2.839)] 2024-10-14 13:56:46,711 - Train: 73.18% [915450/1251000] [731.8/1000.0] [batch_t 0.228 (0.241)] [data_t 0.008] [optim_t 0.220] [lr 0.000527] [CE 4.525 (4.169)] [KD 3.004 (2.846)] 2024-10-14 13:56:58,915 - Train: 73.18% [915500/1251000] [731.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.000527] [CE 4.184 (4.100)] [KD 2.649 (2.835)] 2024-10-14 13:57:11,171 - Train: 73.19% [915550/1251000] [731.9/1000.0] [batch_t 0.213 (0.245)] [data_t 0.007] [optim_t 0.206] [lr 0.000526] [CE 4.564 (4.107)] [KD 3.074 (2.807)] 2024-10-14 13:57:22,951 - Train: 73.19% [915600/1251000] [731.9/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.000526] [CE 4.179 (4.083)] [KD 2.858 (2.828)] 2024-10-14 13:57:34,934 - Train: 73.19% [915650/1251000] [731.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.000526] [CE 4.585 (4.136)] [KD 3.155 (2.831)] 2024-10-14 13:57:46,975 - Train: 73.20% [915700/1251000] [732.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.007] [optim_t 0.230] [lr 0.000526] [CE 4.475 (4.148)] [KD 2.816 (2.831)] 2024-10-14 13:58:03,187 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.169)] [top1_cnt 39008] [top5_cnt 47005] [top_all 50000] 2024-10-14 13:58:03,188 - net: 78.016 (94.010) 2024-10-14 13:58:12,508 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.170)] [top1_cnt 40137] [top5_cnt 47530] [top_all 50000] 2024-10-14 13:58:12,508 - net_E: 80.274 (95.060) 2024-10-14 13:58:12,694 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.314 (epoch: 731)] 2024-10-14 13:58:12,695 - ==> Total time: 2 days, 17:20:05 Eta: 23:55:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 13:58:21,023 - Train: 73.20% [915750/1251000] [732.0/1000.0] [batch_t 0.253 (0.285)] [data_t 0.007] [optim_t 0.246] [lr 0.000526] [CE 4.105 (4.004)] [KD 2.736 (2.751)] 2024-10-14 13:58:33,437 - Train: 73.21% [915800/1251000] [732.1/1000.0] [batch_t 0.251 (0.248)] [data_t 0.010] [optim_t 0.241] [lr 0.000526] [CE 3.748 (4.040)] [KD 2.500 (2.750)] 2024-10-14 13:58:45,484 - Train: 73.21% [915850/1251000] [732.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000526] [CE 3.882 (4.153)] [KD 2.608 (2.830)] 2024-10-14 13:58:57,869 - Train: 73.21% [915900/1251000] [732.1/1000.0] [batch_t 0.250 (0.248)] [data_t 0.009] [optim_t 0.240] [lr 0.000526] [CE 4.334 (4.139)] [KD 2.762 (2.877)] 2024-10-14 13:59:10,221 - Train: 73.22% [915950/1251000] [732.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.010] [optim_t 0.227] [lr 0.000525] [CE 3.967 (4.081)] [KD 2.727 (2.787)] 2024-10-14 13:59:22,393 - Train: 73.22% [916000/1251000] [732.2/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000525] [CE 4.351 (4.119)] [KD 2.910 (2.803)] 2024-10-14 13:59:34,674 - Train: 73.23% [916050/1251000] [732.3/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.000525] [CE 3.535 (4.047)] [KD 2.611 (2.766)] 2024-10-14 13:59:46,900 - Train: 73.23% [916100/1251000] [732.3/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.000525] [CE 4.023 (4.099)] [KD 2.835 (2.799)] 2024-10-14 13:59:59,171 - Train: 73.23% [916150/1251000] [732.3/1000.0] [batch_t 0.248 (0.245)] [data_t 0.008] [optim_t 0.239] [lr 0.000525] [CE 3.854 (4.107)] [KD 2.599 (2.781)] 2024-10-14 14:00:11,450 - Train: 73.24% [916200/1251000] [732.4/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.000525] [CE 4.343 (4.033)] [KD 2.908 (2.753)] 2024-10-14 14:00:23,381 - Train: 73.24% [916250/1251000] [732.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.007] [optim_t 0.227] [lr 0.000525] [CE 4.097 (4.031)] [KD 2.667 (2.744)] 2024-10-14 14:00:35,893 - Train: 73.25% [916300/1251000] [732.5/1000.0] [batch_t 0.253 (0.250)] [data_t 0.007] [optim_t 0.246] [lr 0.000524] [CE 4.468 (4.114)] [KD 3.221 (2.799)] 2024-10-14 14:00:48,102 - Train: 73.25% [916350/1251000] [732.5/1000.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.000524] [CE 3.963 (4.115)] [KD 2.807 (2.796)] 2024-10-14 14:01:00,318 - Train: 73.25% [916400/1251000] [732.5/1000.0] [batch_t 0.221 (0.244)] [data_t 0.009] [optim_t 0.212] [lr 0.000524] [CE 4.086 (4.209)] [KD 2.611 (2.853)] 2024-10-14 14:01:12,293 - Train: 73.26% [916450/1251000] [732.6/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.223] [lr 0.000524] [CE 4.336 (4.113)] [KD 2.819 (2.797)] 2024-10-14 14:01:24,045 - Train: 73.26% [916500/1251000] [732.6/1000.0] [batch_t 0.237 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.000524] [CE 4.513 (4.160)] [KD 2.893 (2.817)] 2024-10-14 14:01:36,531 - Train: 73.27% [916550/1251000] [732.7/1000.0] [batch_t 0.233 (0.250)] [data_t 0.008] [optim_t 0.225] [lr 0.000524] [CE 3.946 (4.089)] [KD 2.749 (2.841)] 2024-10-14 14:01:49,125 - Train: 73.27% [916600/1251000] [732.7/1000.0] [batch_t 0.235 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.000524] [CE 4.427 (4.093)] [KD 3.054 (2.794)] 2024-10-14 14:02:00,868 - Train: 73.27% [916650/1251000] [732.7/1000.0] [batch_t 0.246 (0.235)] [data_t 0.008] [optim_t 0.238] [lr 0.000523] [CE 4.587 (4.116)] [KD 2.637 (2.812)] 2024-10-14 14:02:13,282 - Train: 73.28% [916700/1251000] [732.8/1000.0] [batch_t 0.253 (0.248)] [data_t 0.008] [optim_t 0.245] [lr 0.000523] [CE 4.265 (4.157)] [KD 3.027 (2.826)] 2024-10-14 14:02:25,880 - Train: 73.28% [916750/1251000] [732.8/1000.0] [batch_t 0.256 (0.252)] [data_t 0.007] [optim_t 0.249] [lr 0.000523] [CE 3.938 (4.113)] [KD 2.821 (2.792)] 2024-10-14 14:02:38,336 - Train: 73.29% [916800/1251000] [732.9/1000.0] [batch_t 0.252 (0.249)] [data_t 0.007] [optim_t 0.244] [lr 0.000523] [CE 4.025 (4.110)] [KD 2.753 (2.789)] 2024-10-14 14:02:50,959 - Train: 73.29% [916850/1251000] [732.9/1000.0] [batch_t 0.419 (0.252)] [data_t 0.009] [optim_t 0.410] [lr 0.000523] [CE 3.943 (4.024)] [KD 2.642 (2.735)] 2024-10-14 14:03:03,077 - Train: 73.29% [916900/1251000] [732.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.008] [optim_t 0.233] [lr 0.000523] [CE 4.214 (4.130)] [KD 2.805 (2.816)] 2024-10-14 14:03:15,217 - Train: 73.30% [916950/1251000] [733.0/1000.0] [batch_t 0.222 (0.243)] [data_t 0.007] [optim_t 0.215] [lr 0.000523] [CE 3.962 (4.094)] [KD 2.811 (2.799)] 2024-10-14 14:03:33,309 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.201)] [top1_cnt 39070] [top5_cnt 47087] [top_all 50000] 2024-10-14 14:03:33,310 - net: 78.140 (94.174) 2024-10-14 14:03:42,514 - Test (net_E): 100.00% [50/50] [batch_t 0.285 (0.167)] [top1_cnt 40156] [top5_cnt 47520] [top_all 50000] 2024-10-14 14:03:42,515 - net_E: 80.312 (95.040) 2024-10-14 14:03:42,765 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.314 (epoch: 731)] 2024-10-14 14:03:42,766 - ==> Total time: 2 days, 17:25:35 Eta: 23:49:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:03:51,351 - Train: 73.30% [917000/1251000] [733.0/1000.0] [batch_t 0.227 (0.295)] [data_t 0.008] [optim_t 0.219] [lr 0.000522] [CE 3.934 (4.027)] [KD 2.728 (2.720)] 2024-10-14 14:04:03,306 - Train: 73.31% [917050/1251000] [733.1/1000.0] [batch_t 0.246 (0.239)] [data_t 0.008] [optim_t 0.238] [lr 0.000522] [CE 3.936 (4.119)] [KD 2.737 (2.785)] 2024-10-14 14:04:16,241 - Train: 73.31% [917100/1251000] [733.1/1000.0] [batch_t 0.229 (0.259)] [data_t 0.007] [optim_t 0.222] [lr 0.000522] [CE 4.675 (4.163)] [KD 2.970 (2.832)] 2024-10-14 14:04:28,243 - Train: 73.31% [917150/1251000] [733.1/1000.0] [batch_t 0.233 (0.240)] [data_t 0.010] [optim_t 0.223] [lr 0.000522] [CE 4.060 (4.151)] [KD 2.802 (2.832)] 2024-10-14 14:04:40,551 - Train: 73.32% [917200/1251000] [733.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.011] [optim_t 0.226] [lr 0.000522] [CE 4.182 (4.095)] [KD 2.961 (2.801)] 2024-10-14 14:04:52,629 - Train: 73.32% [917250/1251000] [733.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.000522] [CE 3.991 (4.043)] [KD 2.729 (2.746)] 2024-10-14 14:05:05,370 - Train: 73.33% [917300/1251000] [733.3/1000.0] [batch_t 0.239 (0.255)] [data_t 0.008] [optim_t 0.232] [lr 0.000522] [CE 3.948 (4.122)] [KD 2.634 (2.796)] 2024-10-14 14:05:17,314 - Train: 73.33% [917350/1251000] [733.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.008] [optim_t 0.224] [lr 0.000521] [CE 3.802 (4.078)] [KD 2.714 (2.812)] 2024-10-14 14:05:29,865 - Train: 73.33% [917400/1251000] [733.3/1000.0] [batch_t 0.253 (0.251)] [data_t 0.011] [optim_t 0.243] [lr 0.000521] [CE 4.119 (4.146)] [KD 2.973 (2.845)] 2024-10-14 14:05:41,820 - Train: 73.34% [917450/1251000] [733.4/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.000521] [CE 4.164 (4.062)] [KD 2.957 (2.813)] 2024-10-14 14:05:54,278 - Train: 73.34% [917500/1251000] [733.4/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.000521] [CE 4.246 (4.061)] [KD 2.755 (2.759)] 2024-10-14 14:06:06,608 - Train: 73.35% [917550/1251000] [733.5/1000.0] [batch_t 0.269 (0.246)] [data_t 0.006] [optim_t 0.262] [lr 0.000521] [CE 4.501 (4.194)] [KD 3.027 (2.839)] 2024-10-14 14:06:19,125 - Train: 73.35% [917600/1251000] [733.5/1000.0] [batch_t 0.230 (0.250)] [data_t 0.010] [optim_t 0.220] [lr 0.000521] [CE 4.370 (4.137)] [KD 3.066 (2.816)] 2024-10-14 14:06:31,092 - Train: 73.35% [917650/1251000] [733.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.007] [optim_t 0.233] [lr 0.000521] [CE 3.846 (4.131)] [KD 2.592 (2.807)] 2024-10-14 14:06:43,499 - Train: 73.36% [917700/1251000] [733.6/1000.0] [batch_t 0.233 (0.248)] [data_t 0.010] [optim_t 0.223] [lr 0.000521] [CE 4.336 (4.141)] [KD 2.782 (2.801)] 2024-10-14 14:06:55,064 - Train: 73.36% [917750/1251000] [733.6/1000.0] [batch_t 0.235 (0.231)] [data_t 0.010] [optim_t 0.225] [lr 0.000520] [CE 4.176 (4.119)] [KD 2.848 (2.811)] 2024-10-14 14:07:07,474 - Train: 73.37% [917800/1251000] [733.7/1000.0] [batch_t 0.532 (0.248)] [data_t 0.007] [optim_t 0.525] [lr 0.000520] [CE 4.361 (4.158)] [KD 2.873 (2.839)] 2024-10-14 14:07:20,189 - Train: 73.37% [917850/1251000] [733.7/1000.0] [batch_t 0.232 (0.254)] [data_t 0.007] [optim_t 0.224] [lr 0.000520] [CE 3.659 (4.133)] [KD 2.566 (2.823)] 2024-10-14 14:07:32,841 - Train: 73.37% [917900/1251000] [733.7/1000.0] [batch_t 0.222 (0.253)] [data_t 0.007] [optim_t 0.214] [lr 0.000520] [CE 4.043 (4.057)] [KD 2.715 (2.756)] 2024-10-14 14:07:44,756 - Train: 73.38% [917950/1251000] [733.8/1000.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.000520] [CE 3.646 (4.129)] [KD 2.588 (2.823)] 2024-10-14 14:07:57,013 - Train: 73.38% [918000/1251000] [733.8/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.220] [lr 0.000520] [CE 4.004 (4.133)] [KD 2.658 (2.814)] 2024-10-14 14:08:09,011 - Train: 73.39% [918050/1251000] [733.9/1000.0] [batch_t 0.228 (0.240)] [data_t 0.007] [optim_t 0.222] [lr 0.000520] [CE 4.055 (4.129)] [KD 2.879 (2.826)] 2024-10-14 14:08:21,337 - Train: 73.39% [918100/1251000] [733.9/1000.0] [batch_t 0.213 (0.246)] [data_t 0.010] [optim_t 0.203] [lr 0.000519] [CE 4.110 (4.132)] [KD 2.900 (2.820)] 2024-10-14 14:08:33,952 - Train: 73.39% [918150/1251000] [733.9/1000.0] [batch_t 0.237 (0.252)] [data_t 0.007] [optim_t 0.230] [lr 0.000519] [CE 4.107 (4.154)] [KD 2.778 (2.836)] 2024-10-14 14:08:46,202 - Train: 73.40% [918200/1251000] [734.0/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.000519] [CE 3.423 (4.087)] [KD 2.568 (2.796)] 2024-10-14 14:09:03,162 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.176)] [top1_cnt 39028] [top5_cnt 47015] [top_all 50000] 2024-10-14 14:09:03,163 - net: 78.056 (94.030) 2024-10-14 14:09:12,815 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.177)] [top1_cnt 40174] [top5_cnt 47517] [top_all 50000] 2024-10-14 14:09:12,816 - net_E: 80.348 (95.034) 2024-10-14 14:09:13,058 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.348 (epoch: 734)] 2024-10-14 14:09:13,059 - ==> Total time: 2 days, 17:31:05 Eta: 23:44:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:09:30,144 - Train: 73.40% [918250/1251000] [734.0/1000.0] [batch_t 0.243 (0.284)] [data_t 0.010] [optim_t 0.233] [lr 0.000519] [CE 3.939 (4.151)] [KD 2.637 (2.781)] 2024-10-14 14:09:42,583 - Train: 73.41% [918300/1251000] [734.1/1000.0] [batch_t 0.246 (0.249)] [data_t 0.008] [optim_t 0.238] [lr 0.000519] [CE 4.360 (4.077)] [KD 2.839 (2.758)] 2024-10-14 14:09:54,995 - Train: 73.41% [918350/1251000] [734.1/1000.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.000519] [CE 4.343 (4.136)] [KD 2.789 (2.788)] 2024-10-14 14:10:07,988 - Train: 73.41% [918400/1251000] [734.1/1000.0] [batch_t 0.232 (0.260)] [data_t 0.010] [optim_t 0.222] [lr 0.000519] [CE 4.252 (4.121)] [KD 2.826 (2.781)] 2024-10-14 14:10:20,160 - Train: 73.42% [918450/1251000] [734.2/1000.0] [batch_t 0.409 (0.243)] [data_t 0.007] [optim_t 0.402] [lr 0.000518] [CE 4.719 (4.125)] [KD 3.077 (2.793)] 2024-10-14 14:10:32,121 - Train: 73.42% [918500/1251000] [734.2/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.221] [lr 0.000518] [CE 4.127 (4.114)] [KD 2.817 (2.801)] 2024-10-14 14:10:43,942 - Train: 73.43% [918550/1251000] [734.3/1000.0] [batch_t 0.249 (0.236)] [data_t 0.009] [optim_t 0.240] [lr 0.000518] [CE 4.263 (4.153)] [KD 2.861 (2.846)] 2024-10-14 14:10:56,317 - Train: 73.43% [918600/1251000] [734.3/1000.0] [batch_t 0.241 (0.247)] [data_t 0.008] [optim_t 0.233] [lr 0.000518] [CE 3.977 (4.040)] [KD 2.645 (2.743)] 2024-10-14 14:11:08,748 - Train: 73.43% [918650/1251000] [734.3/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000518] [CE 4.131 (4.103)] [KD 2.722 (2.843)] 2024-10-14 14:11:20,749 - Train: 73.44% [918700/1251000] [734.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.000518] [CE 4.349 (4.072)] [KD 2.859 (2.795)] 2024-10-14 14:11:32,576 - Train: 73.44% [918750/1251000] [734.4/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.000518] [CE 4.161 (4.101)] [KD 2.750 (2.810)] 2024-10-14 14:11:45,175 - Train: 73.45% [918800/1251000] [734.5/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000517] [CE 3.332 (4.071)] [KD 2.517 (2.817)] 2024-10-14 14:11:56,878 - Train: 73.45% [918850/1251000] [734.5/1000.0] [batch_t 0.225 (0.234)] [data_t 0.007] [optim_t 0.218] [lr 0.000517] [CE 3.572 (4.159)] [KD 2.512 (2.811)] 2024-10-14 14:12:08,754 - Train: 73.45% [918900/1251000] [734.5/1000.0] [batch_t 0.229 (0.237)] [data_t 0.006] [optim_t 0.222] [lr 0.000517] [CE 4.337 (4.116)] [KD 2.896 (2.783)] 2024-10-14 14:12:21,313 - Train: 73.46% [918950/1251000] [734.6/1000.0] [batch_t 0.260 (0.251)] [data_t 0.008] [optim_t 0.252] [lr 0.000517] [CE 4.023 (4.094)] [KD 2.657 (2.782)] 2024-10-14 14:12:34,091 - Train: 73.46% [919000/1251000] [734.6/1000.0] [batch_t 0.231 (0.255)] [data_t 0.007] [optim_t 0.224] [lr 0.000517] [CE 3.577 (4.186)] [KD 2.500 (2.872)] 2024-10-14 14:12:45,892 - Train: 73.47% [919050/1251000] [734.7/1000.0] [batch_t 0.241 (0.236)] [data_t 0.011] [optim_t 0.230] [lr 0.000517] [CE 3.848 (4.136)] [KD 2.702 (2.789)] 2024-10-14 14:12:57,891 - Train: 73.47% [919100/1251000] [734.7/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.000517] [CE 4.356 (4.199)] [KD 2.757 (2.842)] 2024-10-14 14:13:09,652 - Train: 73.47% [919150/1251000] [734.7/1000.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.000517] [CE 3.742 (4.140)] [KD 2.542 (2.806)] 2024-10-14 14:13:22,126 - Train: 73.48% [919200/1251000] [734.8/1000.0] [batch_t 0.230 (0.249)] [data_t 0.010] [optim_t 0.220] [lr 0.000516] [CE 4.078 (4.170)] [KD 2.777 (2.840)] 2024-10-14 14:13:34,211 - Train: 73.48% [919250/1251000] [734.8/1000.0] [batch_t 0.224 (0.242)] [data_t 0.007] [optim_t 0.218] [lr 0.000516] [CE 3.812 (4.082)] [KD 2.556 (2.763)] 2024-10-14 14:13:46,270 - Train: 73.49% [919300/1251000] [734.9/1000.0] [batch_t 0.233 (0.241)] [data_t 0.012] [optim_t 0.221] [lr 0.000516] [CE 3.855 (4.218)] [KD 2.629 (2.847)] 2024-10-14 14:13:58,109 - Train: 73.49% [919350/1251000] [734.9/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.000516] [CE 3.662 (4.119)] [KD 2.524 (2.772)] 2024-10-14 14:14:11,116 - Train: 73.49% [919400/1251000] [734.9/1000.0] [batch_t 0.251 (0.260)] [data_t 0.007] [optim_t 0.244] [lr 0.000516] [CE 4.118 (4.048)] [KD 2.776 (2.765)] 2024-10-14 14:14:22,768 - Train: 73.50% [919450/1251000] [735.0/1000.0] [batch_t 0.228 (0.233)] [data_t 0.010] [optim_t 0.218] [lr 0.000516] [CE 3.819 (4.112)] [KD 2.503 (2.805)] 2024-10-14 14:14:41,305 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.202)] [top1_cnt 39054] [top5_cnt 47054] [top_all 50000] 2024-10-14 14:14:41,305 - net: 78.108 (94.108) 2024-10-14 14:14:50,145 - Test (net_E): 100.00% [50/50] [batch_t 0.065 (0.159)] [top1_cnt 40145] [top5_cnt 47555] [top_all 50000] 2024-10-14 14:14:50,146 - net_E: 80.290 (95.110) 2024-10-14 14:14:50,345 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.348 (epoch: 734)] 2024-10-14 14:14:50,346 - ==> Total time: 2 days, 17:36:43 Eta: 23:39:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:15:07,590 - Train: 73.50% [919500/1251000] [735.0/1000.0] [batch_t 0.237 (0.301)] [data_t 0.010] [optim_t 0.227] [lr 0.000516] [CE 4.473 (4.113)] [KD 2.822 (2.752)] 2024-10-14 14:15:19,977 - Train: 73.51% [919550/1251000] [735.1/1000.0] [batch_t 0.245 (0.248)] [data_t 0.010] [optim_t 0.235] [lr 0.000515] [CE 4.154 (4.154)] [KD 2.904 (2.796)] 2024-10-14 14:15:32,683 - Train: 73.51% [919600/1251000] [735.1/1000.0] [batch_t 0.242 (0.254)] [data_t 0.010] [optim_t 0.232] [lr 0.000515] [CE 4.182 (4.091)] [KD 2.680 (2.768)] 2024-10-14 14:15:45,258 - Train: 73.51% [919650/1251000] [735.1/1000.0] [batch_t 0.245 (0.251)] [data_t 0.009] [optim_t 0.236] [lr 0.000515] [CE 3.669 (4.085)] [KD 2.763 (2.760)] 2024-10-14 14:15:57,243 - Train: 73.52% [919700/1251000] [735.2/1000.0] [batch_t 0.229 (0.240)] [data_t 0.011] [optim_t 0.218] [lr 0.000515] [CE 4.107 (4.149)] [KD 2.752 (2.824)] 2024-10-14 14:16:09,849 - Train: 73.52% [919750/1251000] [735.2/1000.0] [batch_t 0.243 (0.252)] [data_t 0.011] [optim_t 0.232] [lr 0.000515] [CE 4.046 (4.127)] [KD 2.735 (2.805)] 2024-10-14 14:16:22,032 - Train: 73.53% [919800/1251000] [735.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.000515] [CE 4.004 (4.130)] [KD 2.600 (2.818)] 2024-10-14 14:16:34,377 - Train: 73.53% [919850/1251000] [735.3/1000.0] [batch_t 0.249 (0.247)] [data_t 0.010] [optim_t 0.238] [lr 0.000515] [CE 3.664 (4.143)] [KD 2.522 (2.841)] 2024-10-14 14:16:46,884 - Train: 73.53% [919900/1251000] [735.3/1000.0] [batch_t 0.231 (0.250)] [data_t 0.007] [optim_t 0.224] [lr 0.000514] [CE 4.469 (4.154)] [KD 2.907 (2.812)] 2024-10-14 14:16:59,638 - Train: 73.54% [919950/1251000] [735.4/1000.0] [batch_t 0.404 (0.255)] [data_t 0.008] [optim_t 0.396] [lr 0.000514] [CE 3.738 (4.077)] [KD 2.699 (2.752)] 2024-10-14 14:17:11,976 - Train: 73.54% [920000/1251000] [735.4/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000514] [CE 4.182 (4.100)] [KD 2.898 (2.786)] 2024-10-14 14:17:24,276 - Train: 73.55% [920050/1251000] [735.5/1000.0] [batch_t 0.251 (0.246)] [data_t 0.007] [optim_t 0.243] [lr 0.000514] [CE 3.979 (4.078)] [KD 2.730 (2.774)] 2024-10-14 14:17:36,393 - Train: 73.55% [920100/1251000] [735.5/1000.0] [batch_t 0.252 (0.242)] [data_t 0.009] [optim_t 0.243] [lr 0.000514] [CE 4.800 (4.096)] [KD 3.113 (2.766)] 2024-10-14 14:17:48,758 - Train: 73.55% [920150/1251000] [735.5/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.000514] [CE 4.374 (4.072)] [KD 2.945 (2.748)] 2024-10-14 14:18:01,172 - Train: 73.56% [920200/1251000] [735.6/1000.0] [batch_t 0.229 (0.248)] [data_t 0.008] [optim_t 0.221] [lr 0.000514] [CE 3.939 (4.048)] [KD 2.561 (2.759)] 2024-10-14 14:18:13,219 - Train: 73.56% [920250/1251000] [735.6/1000.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.000513] [CE 4.113 (4.147)] [KD 2.694 (2.820)] 2024-10-14 14:18:25,693 - Train: 73.57% [920300/1251000] [735.7/1000.0] [batch_t 0.252 (0.249)] [data_t 0.007] [optim_t 0.245] [lr 0.000513] [CE 4.462 (4.130)] [KD 3.086 (2.800)] 2024-10-14 14:18:38,187 - Train: 73.57% [920350/1251000] [735.7/1000.0] [batch_t 0.230 (0.250)] [data_t 0.008] [optim_t 0.221] [lr 0.000513] [CE 4.243 (4.087)] [KD 2.929 (2.772)] 2024-10-14 14:18:50,069 - Train: 73.57% [920400/1251000] [735.7/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.225] [lr 0.000513] [CE 4.254 (4.114)] [KD 2.751 (2.761)] 2024-10-14 14:19:02,355 - Train: 73.58% [920450/1251000] [735.8/1000.0] [batch_t 0.246 (0.246)] [data_t 0.010] [optim_t 0.237] [lr 0.000513] [CE 4.647 (4.109)] [KD 3.123 (2.793)] 2024-10-14 14:19:14,634 - Train: 73.58% [920500/1251000] [735.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.000513] [CE 3.976 (4.081)] [KD 2.631 (2.805)] 2024-10-14 14:19:26,843 - Train: 73.59% [920550/1251000] [735.9/1000.0] [batch_t 0.247 (0.244)] [data_t 0.010] [optim_t 0.237] [lr 0.000513] [CE 4.288 (4.169)] [KD 2.747 (2.819)] 2024-10-14 14:19:39,320 - Train: 73.59% [920600/1251000] [735.9/1000.0] [batch_t 0.243 (0.249)] [data_t 0.010] [optim_t 0.233] [lr 0.000513] [CE 4.058 (4.045)] [KD 2.870 (2.753)] 2024-10-14 14:19:51,647 - Train: 73.59% [920650/1251000] [735.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.000512] [CE 3.828 (4.146)] [KD 2.513 (2.821)] 2024-10-14 14:20:03,886 - Train: 73.60% [920700/1251000] [736.0/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.226] [lr 0.000512] [CE 4.048 (4.127)] [KD 2.757 (2.838)] 2024-10-14 14:20:22,700 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.184)] [top1_cnt 38881] [top5_cnt 46972] [top_all 50000] 2024-10-14 14:20:22,701 - net: 77.762 (93.944) 2024-10-14 14:20:32,317 - Test (net_E): 100.00% [50/50] [batch_t 0.209 (0.174)] [top1_cnt 40125] [top5_cnt 47536] [top_all 50000] 2024-10-14 14:20:32,318 - net_E: 80.250 (95.072) 2024-10-14 14:20:32,529 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.348 (epoch: 734)] 2024-10-14 14:20:32,530 - ==> Total time: 2 days, 17:42:25 Eta: 23:34:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:20:40,131 - Train: 73.60% [920750/1251000] [736.0/1000.0] [batch_t 0.237 (0.283)] [data_t 0.007] [optim_t 0.230] [lr 0.000512] [CE 4.582 (4.128)] [KD 3.070 (2.747)] 2024-10-14 14:20:52,344 - Train: 73.61% [920800/1251000] [736.1/1000.0] [batch_t 0.239 (0.244)] [data_t 0.008] [optim_t 0.231] [lr 0.000512] [CE 4.543 (4.126)] [KD 2.889 (2.774)] 2024-10-14 14:21:04,765 - Train: 73.61% [920850/1251000] [736.1/1000.0] [batch_t 0.226 (0.248)] [data_t 0.007] [optim_t 0.218] [lr 0.000512] [CE 4.046 (4.060)] [KD 2.792 (2.756)] 2024-10-14 14:21:17,400 - Train: 73.61% [920900/1251000] [736.1/1000.0] [batch_t 0.234 (0.252)] [data_t 0.007] [optim_t 0.227] [lr 0.000512] [CE 3.655 (4.107)] [KD 2.525 (2.759)] 2024-10-14 14:21:29,686 - Train: 73.62% [920950/1251000] [736.2/1000.0] [batch_t 0.239 (0.246)] [data_t 0.006] [optim_t 0.232] [lr 0.000512] [CE 4.181 (4.180)] [KD 2.848 (2.825)] 2024-10-14 14:21:41,837 - Train: 73.62% [921000/1251000] [736.2/1000.0] [batch_t 0.237 (0.243)] [data_t 0.008] [optim_t 0.229] [lr 0.000511] [CE 4.096 (4.116)] [KD 2.917 (2.804)] 2024-10-14 14:21:54,352 - Train: 73.63% [921050/1251000] [736.3/1000.0] [batch_t 0.251 (0.250)] [data_t 0.007] [optim_t 0.244] [lr 0.000511] [CE 3.859 (4.130)] [KD 2.625 (2.828)] 2024-10-14 14:22:06,925 - Train: 73.63% [921100/1251000] [736.3/1000.0] [batch_t 0.221 (0.251)] [data_t 0.007] [optim_t 0.214] [lr 0.000511] [CE 4.559 (4.056)] [KD 2.714 (2.770)] 2024-10-14 14:22:18,837 - Train: 73.63% [921150/1251000] [736.3/1000.0] [batch_t 0.227 (0.238)] [data_t 0.007] [optim_t 0.219] [lr 0.000511] [CE 3.539 (4.087)] [KD 2.460 (2.770)] 2024-10-14 14:22:31,072 - Train: 73.64% [921200/1251000] [736.4/1000.0] [batch_t 0.260 (0.244)] [data_t 0.008] [optim_t 0.252] [lr 0.000511] [CE 4.353 (4.099)] [KD 2.877 (2.777)] 2024-10-14 14:22:43,341 - Train: 73.64% [921250/1251000] [736.4/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000511] [CE 4.038 (4.124)] [KD 2.868 (2.800)] 2024-10-14 14:22:55,761 - Train: 73.65% [921300/1251000] [736.5/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000511] [CE 3.878 (4.063)] [KD 2.634 (2.762)] 2024-10-14 14:23:07,663 - Train: 73.65% [921350/1251000] [736.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.000510] [CE 3.520 (4.068)] [KD 2.508 (2.798)] 2024-10-14 14:23:19,464 - Train: 73.65% [921400/1251000] [736.5/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.230] [lr 0.000510] [CE 3.679 (4.145)] [KD 2.580 (2.804)] 2024-10-14 14:23:31,325 - Train: 73.66% [921450/1251000] [736.6/1000.0] [batch_t 0.228 (0.237)] [data_t 0.010] [optim_t 0.218] [lr 0.000510] [CE 3.726 (4.110)] [KD 2.549 (2.777)] 2024-10-14 14:23:43,629 - Train: 73.66% [921500/1251000] [736.6/1000.0] [batch_t 0.224 (0.246)] [data_t 0.009] [optim_t 0.215] [lr 0.000510] [CE 4.303 (4.157)] [KD 2.896 (2.806)] 2024-10-14 14:23:55,920 - Train: 73.67% [921550/1251000] [736.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.006] [optim_t 0.229] [lr 0.000510] [CE 4.146 (4.040)] [KD 2.745 (2.732)] 2024-10-14 14:24:07,753 - Train: 73.67% [921600/1251000] [736.7/1000.0] [batch_t 0.245 (0.236)] [data_t 0.010] [optim_t 0.235] [lr 0.000510] [CE 3.493 (4.098)] [KD 2.337 (2.755)] 2024-10-14 14:24:19,512 - Train: 73.67% [921650/1251000] [736.7/1000.0] [batch_t 0.431 (0.235)] [data_t 0.007] [optim_t 0.423] [lr 0.000510] [CE 3.595 (4.037)] [KD 2.520 (2.758)] 2024-10-14 14:24:32,061 - Train: 73.68% [921700/1251000] [736.8/1000.0] [batch_t 0.230 (0.251)] [data_t 0.011] [optim_t 0.219] [lr 0.000509] [CE 3.885 (4.047)] [KD 2.865 (2.791)] 2024-10-14 14:24:43,845 - Train: 73.68% [921750/1251000] [736.8/1000.0] [batch_t 0.227 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.000509] [CE 4.368 (4.089)] [KD 2.715 (2.764)] 2024-10-14 14:24:55,721 - Train: 73.69% [921800/1251000] [736.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.229] [lr 0.000509] [CE 4.231 (4.099)] [KD 2.720 (2.793)] 2024-10-14 14:25:08,330 - Train: 73.69% [921850/1251000] [736.9/1000.0] [batch_t 0.222 (0.252)] [data_t 0.008] [optim_t 0.214] [lr 0.000509] [CE 4.308 (4.183)] [KD 2.909 (2.823)] 2024-10-14 14:25:21,123 - Train: 73.69% [921900/1251000] [736.9/1000.0] [batch_t 0.245 (0.256)] [data_t 0.011] [optim_t 0.234] [lr 0.000509] [CE 3.783 (4.068)] [KD 2.692 (2.761)] 2024-10-14 14:25:32,967 - Train: 73.70% [921950/1251000] [737.0/1000.0] [batch_t 0.239 (0.237)] [data_t 0.008] [optim_t 0.231] [lr 0.000509] [CE 3.869 (4.057)] [KD 2.675 (2.755)] 2024-10-14 14:25:50,572 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.168)] [top1_cnt 38975] [top5_cnt 47045] [top_all 50000] 2024-10-14 14:25:50,572 - net: 77.950 (94.090) 2024-10-14 14:26:00,070 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.174)] [top1_cnt 40146] [top5_cnt 47536] [top_all 50000] 2024-10-14 14:26:00,071 - net_E: 80.292 (95.072) 2024-10-14 14:26:00,280 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.348 (epoch: 734)] 2024-10-14 14:26:00,281 - ==> Total time: 2 days, 17:47:53 Eta: 23:28:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:26:06,761 - Train: 73.70% [922000/1251000] [737.0/1000.0] [batch_t 0.237 (0.276)] [data_t 0.007] [optim_t 0.230] [lr 0.000509] [CE 4.482 (4.057)] [KD 3.061 (2.798)] 2024-10-14 14:26:19,175 - Train: 73.71% [922050/1251000] [737.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000509] [CE 3.937 (4.131)] [KD 2.590 (2.781)] 2024-10-14 14:26:31,730 - Train: 73.71% [922100/1251000] [737.1/1000.0] [batch_t 0.241 (0.251)] [data_t 0.008] [optim_t 0.233] [lr 0.000508] [CE 4.086 (4.152)] [KD 2.722 (2.814)] 2024-10-14 14:26:44,163 - Train: 73.71% [922150/1251000] [737.1/1000.0] [batch_t 0.252 (0.248)] [data_t 0.010] [optim_t 0.242] [lr 0.000508] [CE 3.981 (4.088)] [KD 2.659 (2.778)] 2024-10-14 14:26:56,159 - Train: 73.72% [922200/1251000] [737.2/1000.0] [batch_t 0.228 (0.240)] [data_t 0.008] [optim_t 0.220] [lr 0.000508] [CE 4.015 (4.146)] [KD 2.741 (2.768)] 2024-10-14 14:27:08,413 - Train: 73.72% [922250/1251000] [737.2/1000.0] [batch_t 0.239 (0.245)] [data_t 0.010] [optim_t 0.230] [lr 0.000508] [CE 3.863 (4.072)] [KD 2.695 (2.770)] 2024-10-14 14:27:20,999 - Train: 73.73% [922300/1251000] [737.3/1000.0] [batch_t 0.229 (0.252)] [data_t 0.006] [optim_t 0.224] [lr 0.000508] [CE 4.309 (4.160)] [KD 2.892 (2.804)] 2024-10-14 14:27:33,522 - Train: 73.73% [922350/1251000] [737.3/1000.0] [batch_t 0.255 (0.250)] [data_t 0.010] [optim_t 0.246] [lr 0.000508] [CE 3.614 (4.070)] [KD 2.742 (2.771)] 2024-10-14 14:27:45,847 - Train: 73.73% [922400/1251000] [737.3/1000.0] [batch_t 0.247 (0.246)] [data_t 0.007] [optim_t 0.240] [lr 0.000508] [CE 4.532 (4.042)] [KD 2.783 (2.747)] 2024-10-14 14:27:58,679 - Train: 73.74% [922450/1251000] [737.4/1000.0] [batch_t 0.247 (0.256)] [data_t 0.008] [optim_t 0.239] [lr 0.000507] [CE 3.905 (4.194)] [KD 2.597 (2.829)] 2024-10-14 14:28:11,499 - Train: 73.74% [922500/1251000] [737.4/1000.0] [batch_t 0.242 (0.256)] [data_t 0.008] [optim_t 0.234] [lr 0.000507] [CE 3.960 (4.101)] [KD 2.640 (2.763)] 2024-10-14 14:28:23,829 - Train: 73.75% [922550/1251000] [737.5/1000.0] [batch_t 0.262 (0.246)] [data_t 0.008] [optim_t 0.254] [lr 0.000507] [CE 3.748 (4.089)] [KD 2.605 (2.750)] 2024-10-14 14:28:36,166 - Train: 73.75% [922600/1251000] [737.5/1000.0] [batch_t 0.244 (0.246)] [data_t 0.007] [optim_t 0.237] [lr 0.000507] [CE 3.933 (4.069)] [KD 2.775 (2.740)] 2024-10-14 14:28:47,906 - Train: 73.75% [922650/1251000] [737.5/1000.0] [batch_t 0.242 (0.235)] [data_t 0.010] [optim_t 0.232] [lr 0.000507] [CE 4.495 (4.033)] [KD 2.851 (2.776)] 2024-10-14 14:29:00,456 - Train: 73.76% [922700/1251000] [737.6/1000.0] [batch_t 0.247 (0.251)] [data_t 0.008] [optim_t 0.239] [lr 0.000507] [CE 3.682 (4.031)] [KD 2.495 (2.744)] 2024-10-14 14:29:13,374 - Train: 73.76% [922750/1251000] [737.6/1000.0] [batch_t 0.250 (0.258)] [data_t 0.007] [optim_t 0.243] [lr 0.000507] [CE 4.598 (4.107)] [KD 3.064 (2.772)] 2024-10-14 14:29:25,283 - Train: 73.76% [922800/1251000] [737.6/1000.0] [batch_t 0.232 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.000506] [CE 3.750 (4.087)] [KD 2.633 (2.757)] 2024-10-14 14:29:37,595 - Train: 73.77% [922850/1251000] [737.7/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.000506] [CE 4.737 (4.098)] [KD 3.150 (2.777)] 2024-10-14 14:29:50,349 - Train: 73.77% [922900/1251000] [737.7/1000.0] [batch_t 0.243 (0.255)] [data_t 0.009] [optim_t 0.234] [lr 0.000506] [CE 4.122 (4.166)] [KD 2.705 (2.839)] 2024-10-14 14:30:02,455 - Train: 73.78% [922950/1251000] [737.8/1000.0] [batch_t 0.244 (0.242)] [data_t 0.007] [optim_t 0.236] [lr 0.000506] [CE 4.282 (4.182)] [KD 2.976 (2.816)] 2024-10-14 14:30:14,948 - Train: 73.78% [923000/1251000] [737.8/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.000506] [CE 4.496 (4.124)] [KD 3.012 (2.794)] 2024-10-14 14:30:26,900 - Train: 73.78% [923050/1251000] [737.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.007] [optim_t 0.236] [lr 0.000506] [CE 4.136 (4.126)] [KD 2.920 (2.818)] 2024-10-14 14:30:39,802 - Train: 73.79% [923100/1251000] [737.9/1000.0] [batch_t 0.231 (0.258)] [data_t 0.009] [optim_t 0.223] [lr 0.000506] [CE 4.219 (4.074)] [KD 2.860 (2.767)] 2024-10-14 14:30:52,306 - Train: 73.79% [923150/1251000] [737.9/1000.0] [batch_t 0.238 (0.250)] [data_t 0.008] [optim_t 0.231] [lr 0.000506] [CE 4.275 (4.150)] [KD 2.831 (2.845)] 2024-10-14 14:31:04,723 - Train: 73.80% [923200/1251000] [738.0/1000.0] [batch_t 0.245 (0.248)] [data_t 0.008] [optim_t 0.237] [lr 0.000505] [CE 4.101 (4.143)] [KD 2.745 (2.811)] 2024-10-14 14:31:22,248 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 38927] [top5_cnt 46989] [top_all 50000] 2024-10-14 14:31:22,249 - net: 77.854 (93.978) 2024-10-14 14:31:31,896 - Test (net_E): 100.00% [50/50] [batch_t 0.544 (0.175)] [top1_cnt 40154] [top5_cnt 47529] [top_all 50000] 2024-10-14 14:31:31,897 - net_E: 80.308 (95.058) 2024-10-14 14:31:32,112 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.348 (epoch: 734)] 2024-10-14 14:31:32,113 - ==> Total time: 2 days, 17:53:24 Eta: 23:23:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:31:38,986 - Train: 73.80% [923250/1251000] [738.0/1000.0] [batch_t 0.233 (0.308)] [data_t 0.006] [optim_t 0.227] [lr 0.000505] [CE 4.405 (3.898)] [KD 3.102 (2.654)] 2024-10-14 14:31:50,838 - Train: 73.80% [923300/1251000] [738.0/1000.0] [batch_t 0.229 (0.237)] [data_t 0.006] [optim_t 0.223] [lr 0.000505] [CE 3.817 (4.097)] [KD 2.808 (2.755)] 2024-10-14 14:32:03,523 - Train: 73.81% [923350/1251000] [738.1/1000.0] [batch_t 0.485 (0.254)] [data_t 0.006] [optim_t 0.478] [lr 0.000505] [CE 4.710 (4.115)] [KD 3.096 (2.769)] 2024-10-14 14:32:15,644 - Train: 73.81% [923400/1251000] [738.1/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.000505] [CE 3.297 (4.132)] [KD 2.378 (2.797)] 2024-10-14 14:32:27,652 - Train: 73.82% [923450/1251000] [738.2/1000.0] [batch_t 0.249 (0.240)] [data_t 0.008] [optim_t 0.241] [lr 0.000505] [CE 3.909 (4.130)] [KD 2.638 (2.794)] 2024-10-14 14:32:39,719 - Train: 73.82% [923500/1251000] [738.2/1000.0] [batch_t 0.247 (0.241)] [data_t 0.007] [optim_t 0.240] [lr 0.000505] [CE 3.214 (4.037)] [KD 2.344 (2.709)] 2024-10-14 14:32:52,203 - Train: 73.82% [923550/1251000] [738.2/1000.0] [batch_t 0.238 (0.249)] [data_t 0.006] [optim_t 0.232] [lr 0.000504] [CE 4.119 (4.042)] [KD 2.729 (2.743)] 2024-10-14 14:33:04,201 - Train: 73.83% [923600/1251000] [738.3/1000.0] [batch_t 0.234 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.000504] [CE 3.672 (4.133)] [KD 2.594 (2.811)] 2024-10-14 14:33:16,323 - Train: 73.83% [923650/1251000] [738.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.006] [optim_t 0.230] [lr 0.000504] [CE 3.866 (4.061)] [KD 2.473 (2.746)] 2024-10-14 14:33:28,969 - Train: 73.84% [923700/1251000] [738.4/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.227] [lr 0.000504] [CE 3.843 (4.128)] [KD 2.746 (2.790)] 2024-10-14 14:33:41,442 - Train: 73.84% [923750/1251000] [738.4/1000.0] [batch_t 0.230 (0.249)] [data_t 0.010] [optim_t 0.220] [lr 0.000504] [CE 3.545 (4.021)] [KD 2.381 (2.748)] 2024-10-14 14:33:53,011 - Train: 73.84% [923800/1251000] [738.4/1000.0] [batch_t 0.240 (0.231)] [data_t 0.009] [optim_t 0.231] [lr 0.000504] [CE 4.373 (4.072)] [KD 2.972 (2.747)] 2024-10-14 14:34:05,021 - Train: 73.85% [923850/1251000] [738.5/1000.0] [batch_t 0.217 (0.240)] [data_t 0.010] [optim_t 0.207] [lr 0.000504] [CE 4.368 (4.111)] [KD 2.992 (2.810)] 2024-10-14 14:34:16,793 - Train: 73.85% [923900/1251000] [738.5/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.000503] [CE 4.047 (4.095)] [KD 2.799 (2.763)] 2024-10-14 14:34:28,961 - Train: 73.86% [923950/1251000] [738.6/1000.0] [batch_t 0.500 (0.243)] [data_t 0.007] [optim_t 0.493] [lr 0.000503] [CE 3.480 (4.078)] [KD 2.383 (2.760)] 2024-10-14 14:34:41,410 - Train: 73.86% [924000/1251000] [738.6/1000.0] [batch_t 0.230 (0.249)] [data_t 0.007] [optim_t 0.223] [lr 0.000503] [CE 4.120 (4.093)] [KD 2.622 (2.742)] 2024-10-14 14:34:53,933 - Train: 73.86% [924050/1251000] [738.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.008] [optim_t 0.227] [lr 0.000503] [CE 3.682 (4.057)] [KD 2.562 (2.762)] 2024-10-14 14:35:05,959 - Train: 73.87% [924100/1251000] [738.7/1000.0] [batch_t 0.243 (0.240)] [data_t 0.011] [optim_t 0.232] [lr 0.000503] [CE 3.515 (4.140)] [KD 2.439 (2.795)] 2024-10-14 14:35:18,095 - Train: 73.87% [924150/1251000] [738.7/1000.0] [batch_t 0.222 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.000503] [CE 3.803 (4.106)] [KD 2.561 (2.774)] 2024-10-14 14:35:29,967 - Train: 73.88% [924200/1251000] [738.8/1000.0] [batch_t 0.245 (0.237)] [data_t 0.010] [optim_t 0.235] [lr 0.000503] [CE 4.239 (4.116)] [KD 2.765 (2.805)] 2024-10-14 14:35:42,305 - Train: 73.88% [924250/1251000] [738.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000503] [CE 4.179 (4.148)] [KD 2.961 (2.825)] 2024-10-14 14:35:54,517 - Train: 73.88% [924300/1251000] [738.8/1000.0] [batch_t 0.223 (0.244)] [data_t 0.006] [optim_t 0.216] [lr 0.000502] [CE 3.479 (4.113)] [KD 2.518 (2.776)] 2024-10-14 14:36:07,242 - Train: 73.89% [924350/1251000] [738.9/1000.0] [batch_t 0.231 (0.254)] [data_t 0.007] [optim_t 0.224] [lr 0.000502] [CE 4.539 (4.068)] [KD 3.070 (2.766)] 2024-10-14 14:36:19,123 - Train: 73.89% [924400/1251000] [738.9/1000.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000502] [CE 4.116 (4.120)] [KD 2.752 (2.788)] 2024-10-14 14:36:31,586 - Train: 73.90% [924450/1251000] [739.0/1000.0] [batch_t 0.258 (0.249)] [data_t 0.008] [optim_t 0.251] [lr 0.000502] [CE 4.466 (4.195)] [KD 3.080 (2.840)] 2024-10-14 14:36:49,424 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 39016] [top5_cnt 46997] [top_all 50000] 2024-10-14 14:36:49,424 - net: 78.032 (93.994) 2024-10-14 14:36:58,499 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.165)] [top1_cnt 40197] [top5_cnt 47518] [top_all 50000] 2024-10-14 14:36:58,500 - net_E: 80.394 (95.036) 2024-10-14 14:36:58,722 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.394 (epoch: 739)] 2024-10-14 14:36:58,723 - ==> Total time: 2 days, 17:58:51 Eta: 23:18:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:37:17,334 - Train: 73.90% [924500/1251000] [739.0/1000.0] [batch_t 0.259 (0.278)] [data_t 0.009] [optim_t 0.250] [lr 0.000502] [CE 4.377 (4.228)] [KD 3.045 (2.842)] 2024-10-14 14:37:29,449 - Train: 73.90% [924550/1251000] [739.0/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.000502] [CE 4.127 (4.025)] [KD 2.883 (2.724)] 2024-10-14 14:37:42,497 - Train: 73.91% [924600/1251000] [739.1/1000.0] [batch_t 0.242 (0.261)] [data_t 0.011] [optim_t 0.231] [lr 0.000502] [CE 4.046 (4.150)] [KD 2.944 (2.802)] 2024-10-14 14:37:54,432 - Train: 73.91% [924650/1251000] [739.1/1000.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.000501] [CE 4.138 (4.160)] [KD 2.828 (2.764)] 2024-10-14 14:38:06,310 - Train: 73.92% [924700/1251000] [739.2/1000.0] [batch_t 0.227 (0.237)] [data_t 0.008] [optim_t 0.220] [lr 0.000501] [CE 4.234 (4.090)] [KD 2.780 (2.770)] 2024-10-14 14:38:18,122 - Train: 73.92% [924750/1251000] [739.2/1000.0] [batch_t 0.239 (0.236)] [data_t 0.007] [optim_t 0.233] [lr 0.000501] [CE 3.911 (4.036)] [KD 2.834 (2.763)] 2024-10-14 14:38:31,138 - Train: 73.92% [924800/1251000] [739.2/1000.0] [batch_t 0.222 (0.260)] [data_t 0.009] [optim_t 0.213] [lr 0.000501] [CE 4.373 (4.062)] [KD 2.898 (2.765)] 2024-10-14 14:38:43,412 - Train: 73.93% [924850/1251000] [739.3/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.000501] [CE 4.052 (4.052)] [KD 2.748 (2.764)] 2024-10-14 14:38:55,768 - Train: 73.93% [924900/1251000] [739.3/1000.0] [batch_t 0.248 (0.247)] [data_t 0.008] [optim_t 0.240] [lr 0.000501] [CE 4.111 (4.088)] [KD 2.920 (2.757)] 2024-10-14 14:39:07,827 - Train: 73.94% [924950/1251000] [739.4/1000.0] [batch_t 0.254 (0.241)] [data_t 0.009] [optim_t 0.245] [lr 0.000501] [CE 4.386 (4.128)] [KD 2.873 (2.780)] 2024-10-14 14:39:21,272 - Train: 73.94% [925000/1251000] [739.4/1000.0] [batch_t 0.234 (0.269)] [data_t 0.008] [optim_t 0.226] [lr 0.000500] [CE 3.629 (4.136)] [KD 2.531 (2.789)] 2024-10-14 14:39:33,670 - Train: 73.94% [925050/1251000] [739.4/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000500] [CE 4.262 (4.102)] [KD 2.818 (2.751)] 2024-10-14 14:39:45,744 - Train: 73.95% [925100/1251000] [739.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.000500] [CE 4.047 (4.114)] [KD 2.683 (2.775)] 2024-10-14 14:39:57,950 - Train: 73.95% [925150/1251000] [739.5/1000.0] [batch_t 0.240 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.000500] [CE 4.310 (4.056)] [KD 2.728 (2.716)] 2024-10-14 14:40:11,290 - Train: 73.96% [925200/1251000] [739.6/1000.0] [batch_t 0.232 (0.267)] [data_t 0.009] [optim_t 0.223] [lr 0.000500] [CE 4.338 (4.035)] [KD 3.029 (2.726)] 2024-10-14 14:40:23,736 - Train: 73.96% [925250/1251000] [739.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.010] [optim_t 0.223] [lr 0.000500] [CE 4.248 (4.158)] [KD 2.989 (2.777)] 2024-10-14 14:40:35,799 - Train: 73.96% [925300/1251000] [739.6/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000500] [CE 4.348 (4.117)] [KD 2.919 (2.780)] 2024-10-14 14:40:47,535 - Train: 73.97% [925350/1251000] [739.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000500] [CE 4.379 (4.106)] [KD 2.796 (2.777)] 2024-10-14 14:41:00,274 - Train: 73.97% [925400/1251000] [739.7/1000.0] [batch_t 0.225 (0.255)] [data_t 0.009] [optim_t 0.215] [lr 0.000499] [CE 4.367 (4.068)] [KD 2.752 (2.773)] 2024-10-14 14:41:12,576 - Train: 73.98% [925450/1251000] [739.8/1000.0] [batch_t 0.238 (0.246)] [data_t 0.008] [optim_t 0.230] [lr 0.000499] [CE 4.284 (4.095)] [KD 3.106 (2.784)] 2024-10-14 14:41:24,438 - Train: 73.98% [925500/1251000] [739.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.000499] [CE 4.375 (4.176)] [KD 3.069 (2.815)] 2024-10-14 14:41:36,521 - Train: 73.98% [925550/1251000] [739.8/1000.0] [batch_t 0.230 (0.241)] [data_t 0.011] [optim_t 0.219] [lr 0.000499] [CE 3.986 (4.138)] [KD 2.791 (2.797)] 2024-10-14 14:41:49,479 - Train: 73.99% [925600/1251000] [739.9/1000.0] [batch_t 0.227 (0.259)] [data_t 0.010] [optim_t 0.217] [lr 0.000499] [CE 4.068 (4.138)] [KD 2.829 (2.814)] 2024-10-14 14:42:01,372 - Train: 73.99% [925650/1251000] [739.9/1000.0] [batch_t 0.227 (0.238)] [data_t 0.010] [optim_t 0.217] [lr 0.000499] [CE 4.381 (4.170)] [KD 2.883 (2.818)] 2024-10-14 14:42:13,468 - Train: 74.00% [925700/1251000] [740.0/1000.0] [batch_t 0.235 (0.242)] [data_t 0.011] [optim_t 0.224] [lr 0.000499] [CE 4.195 (4.125)] [KD 2.991 (2.815)] 2024-10-14 14:42:33,574 - Test (net): 100.00% [50/50] [batch_t 0.630 (0.196)] [top1_cnt 39053] [top5_cnt 47026] [top_all 50000] 2024-10-14 14:42:33,575 - net: 78.106 (94.052) 2024-10-14 14:42:42,565 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 40216] [top5_cnt 47526] [top_all 50000] 2024-10-14 14:42:42,566 - net_E: 80.432 (95.052) 2024-10-14 14:42:42,782 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.432 (epoch: 740)] 2024-10-14 14:42:42,782 - ==> Total time: 2 days, 18:04:35 Eta: 23:12:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:42:57,086 - Train: 74.00% [925750/1251000] [740.0/1000.0] [batch_t 0.231 (0.276)] [data_t 0.008] [optim_t 0.224] [lr 0.000498] [CE 4.117 (4.114)] [KD 2.927 (2.772)] 2024-10-14 14:43:09,685 - Train: 74.00% [925800/1251000] [740.0/1000.0] [batch_t 0.236 (0.252)] [data_t 0.009] [optim_t 0.227] [lr 0.000498] [CE 4.180 (4.135)] [KD 2.709 (2.780)] 2024-10-14 14:43:22,331 - Train: 74.01% [925850/1251000] [740.1/1000.0] [batch_t 0.247 (0.253)] [data_t 0.008] [optim_t 0.239] [lr 0.000498] [CE 4.234 (4.100)] [KD 3.063 (2.786)] 2024-10-14 14:43:34,978 - Train: 74.01% [925900/1251000] [740.1/1000.0] [batch_t 0.274 (0.253)] [data_t 0.010] [optim_t 0.264] [lr 0.000498] [CE 4.372 (4.111)] [KD 2.805 (2.754)] 2024-10-14 14:43:47,398 - Train: 74.02% [925950/1251000] [740.2/1000.0] [batch_t 0.253 (0.248)] [data_t 0.007] [optim_t 0.246] [lr 0.000498] [CE 4.291 (4.097)] [KD 2.840 (2.765)] 2024-10-14 14:43:59,430 - Train: 74.02% [926000/1251000] [740.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.000498] [CE 3.477 (4.085)] [KD 2.340 (2.771)] 2024-10-14 14:44:11,895 - Train: 74.02% [926050/1251000] [740.2/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.000498] [CE 4.425 (4.095)] [KD 2.969 (2.781)] 2024-10-14 14:44:24,131 - Train: 74.03% [926100/1251000] [740.3/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.000497] [CE 4.119 (4.138)] [KD 2.854 (2.810)] 2024-10-14 14:44:36,353 - Train: 74.03% [926150/1251000] [740.3/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.000497] [CE 3.755 (4.084)] [KD 2.554 (2.776)] 2024-10-14 14:44:49,202 - Train: 74.04% [926200/1251000] [740.4/1000.0] [batch_t 0.229 (0.257)] [data_t 0.008] [optim_t 0.221] [lr 0.000497] [CE 4.283 (4.186)] [KD 2.883 (2.802)] 2024-10-14 14:45:01,569 - Train: 74.04% [926250/1251000] [740.4/1000.0] [batch_t 0.246 (0.247)] [data_t 0.008] [optim_t 0.238] [lr 0.000497] [CE 4.457 (4.110)] [KD 2.927 (2.757)] 2024-10-14 14:45:13,737 - Train: 74.04% [926300/1251000] [740.4/1000.0] [batch_t 0.233 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.000497] [CE 3.510 (4.035)] [KD 2.428 (2.720)] 2024-10-14 14:45:26,186 - Train: 74.05% [926350/1251000] [740.5/1000.0] [batch_t 0.234 (0.249)] [data_t 0.011] [optim_t 0.224] [lr 0.000497] [CE 4.051 (4.087)] [KD 2.798 (2.765)] 2024-10-14 14:45:38,568 - Train: 74.05% [926400/1251000] [740.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000497] [CE 4.152 (4.115)] [KD 2.650 (2.765)] 2024-10-14 14:45:51,081 - Train: 74.06% [926450/1251000] [740.6/1000.0] [batch_t 0.263 (0.250)] [data_t 0.010] [optim_t 0.253] [lr 0.000497] [CE 3.891 (4.057)] [KD 2.736 (2.734)] 2024-10-14 14:46:04,266 - Train: 74.06% [926500/1251000] [740.6/1000.0] [batch_t 0.254 (0.264)] [data_t 0.009] [optim_t 0.244] [lr 0.000496] [CE 4.347 (4.107)] [KD 2.808 (2.768)] 2024-10-14 14:46:16,926 - Train: 74.06% [926550/1251000] [740.6/1000.0] [batch_t 0.237 (0.253)] [data_t 0.010] [optim_t 0.227] [lr 0.000496] [CE 3.942 (4.138)] [KD 2.640 (2.781)] 2024-10-14 14:46:28,920 - Train: 74.07% [926600/1251000] [740.7/1000.0] [batch_t 0.243 (0.240)] [data_t 0.007] [optim_t 0.235] [lr 0.000496] [CE 4.291 (4.150)] [KD 2.883 (2.788)] 2024-10-14 14:46:41,483 - Train: 74.07% [926650/1251000] [740.7/1000.0] [batch_t 0.232 (0.251)] [data_t 0.008] [optim_t 0.224] [lr 0.000496] [CE 3.748 (4.127)] [KD 2.508 (2.771)] 2024-10-14 14:46:53,710 - Train: 74.08% [926700/1251000] [740.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000496] [CE 3.980 (4.095)] [KD 2.715 (2.762)] 2024-10-14 14:47:05,818 - Train: 74.08% [926750/1251000] [740.8/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.000496] [CE 4.147 (4.124)] [KD 2.697 (2.816)] 2024-10-14 14:47:17,976 - Train: 74.08% [926800/1251000] [740.8/1000.0] [batch_t 0.246 (0.243)] [data_t 0.007] [optim_t 0.239] [lr 0.000496] [CE 4.029 (4.083)] [KD 2.800 (2.774)] 2024-10-14 14:47:31,103 - Train: 74.09% [926850/1251000] [740.9/1000.0] [batch_t 0.247 (0.262)] [data_t 0.009] [optim_t 0.238] [lr 0.000495] [CE 4.309 (4.209)] [KD 2.694 (2.856)] 2024-10-14 14:47:43,028 - Train: 74.09% [926900/1251000] [740.9/1000.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.000495] [CE 4.496 (4.130)] [KD 3.093 (2.792)] 2024-10-14 14:47:54,844 - Train: 74.10% [926950/1251000] [741.0/1000.0] [batch_t 0.235 (0.236)] [data_t 0.010] [optim_t 0.225] [lr 0.000495] [CE 4.118 (4.197)] [KD 2.553 (2.829)] 2024-10-14 14:48:13,915 - Test (net): 100.00% [50/50] [batch_t 0.093 (0.172)] [top1_cnt 39065] [top5_cnt 47015] [top_all 50000] 2024-10-14 14:48:13,915 - net: 78.130 (94.030) 2024-10-14 14:48:23,620 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.178)] [top1_cnt 40215] [top5_cnt 47525] [top_all 50000] 2024-10-14 14:48:23,621 - net_E: 80.430 (95.050) 2024-10-14 14:48:23,850 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.432 (epoch: 740)] 2024-10-14 14:48:23,850 - ==> Total time: 2 days, 18:10:16 Eta: 23:07:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:48:30,297 - Train: 74.10% [927000/1251000] [741.0/1000.0] [batch_t 0.241 (0.335)] [data_t 0.010] [optim_t 0.231] [lr 0.000495] [CE 4.038 (4.074)] [KD 2.777 (2.780)] 2024-10-14 14:48:42,523 - Train: 74.10% [927050/1251000] [741.0/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.000495] [CE 4.285 (4.137)] [KD 2.817 (2.791)] 2024-10-14 14:48:54,843 - Train: 74.11% [927100/1251000] [741.1/1000.0] [batch_t 0.228 (0.246)] [data_t 0.006] [optim_t 0.221] [lr 0.000495] [CE 4.081 (4.082)] [KD 2.871 (2.742)] 2024-10-14 14:49:07,035 - Train: 74.11% [927150/1251000] [741.1/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.000495] [CE 4.542 (4.119)] [KD 3.000 (2.817)] 2024-10-14 14:49:18,693 - Train: 74.12% [927200/1251000] [741.2/1000.0] [batch_t 0.242 (0.233)] [data_t 0.006] [optim_t 0.236] [lr 0.000494] [CE 4.190 (4.069)] [KD 2.672 (2.749)] 2024-10-14 14:49:30,586 - Train: 74.12% [927250/1251000] [741.2/1000.0] [batch_t 0.229 (0.238)] [data_t 0.006] [optim_t 0.223] [lr 0.000494] [CE 4.298 (4.064)] [KD 2.876 (2.728)] 2024-10-14 14:49:43,116 - Train: 74.12% [927300/1251000] [741.2/1000.0] [batch_t 0.230 (0.250)] [data_t 0.008] [optim_t 0.223] [lr 0.000494] [CE 3.675 (4.076)] [KD 2.650 (2.750)] 2024-10-14 14:49:54,637 - Train: 74.13% [927350/1251000] [741.3/1000.0] [batch_t 0.244 (0.230)] [data_t 0.008] [optim_t 0.235] [lr 0.000494] [CE 4.322 (4.175)] [KD 3.035 (2.807)] 2024-10-14 14:50:06,786 - Train: 74.13% [927400/1251000] [741.3/1000.0] [batch_t 0.221 (0.243)] [data_t 0.008] [optim_t 0.213] [lr 0.000494] [CE 3.813 (4.113)] [KD 2.581 (2.764)] 2024-10-14 14:50:19,147 - Train: 74.14% [927450/1251000] [741.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.000494] [CE 3.565 (4.063)] [KD 2.460 (2.743)] 2024-10-14 14:50:31,301 - Train: 74.14% [927500/1251000] [741.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.000494] [CE 4.592 (4.066)] [KD 2.907 (2.746)] 2024-10-14 14:50:43,166 - Train: 74.14% [927550/1251000] [741.4/1000.0] [batch_t 0.237 (0.237)] [data_t 0.007] [optim_t 0.230] [lr 0.000494] [CE 3.608 (4.075)] [KD 2.538 (2.725)] 2024-10-14 14:50:55,567 - Train: 74.15% [927600/1251000] [741.5/1000.0] [batch_t 0.240 (0.248)] [data_t 0.007] [optim_t 0.233] [lr 0.000493] [CE 3.636 (4.053)] [KD 2.707 (2.735)] 2024-10-14 14:51:07,722 - Train: 74.15% [927650/1251000] [741.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.011] [optim_t 0.222] [lr 0.000493] [CE 3.661 (4.023)] [KD 2.452 (2.730)] 2024-10-14 14:51:20,099 - Train: 74.16% [927700/1251000] [741.6/1000.0] [batch_t 0.227 (0.247)] [data_t 0.006] [optim_t 0.221] [lr 0.000493] [CE 4.153 (4.131)] [KD 2.747 (2.762)] 2024-10-14 14:51:32,314 - Train: 74.16% [927750/1251000] [741.6/1000.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.000493] [CE 4.249 (4.162)] [KD 2.782 (2.792)] 2024-10-14 14:51:44,078 - Train: 74.16% [927800/1251000] [741.6/1000.0] [batch_t 0.223 (0.235)] [data_t 0.010] [optim_t 0.214] [lr 0.000493] [CE 4.341 (4.128)] [KD 2.760 (2.795)] 2024-10-14 14:51:56,188 - Train: 74.17% [927850/1251000] [741.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.000493] [CE 3.850 (4.070)] [KD 2.827 (2.756)] 2024-10-14 14:52:09,045 - Train: 74.17% [927900/1251000] [741.7/1000.0] [batch_t 0.236 (0.257)] [data_t 0.008] [optim_t 0.228] [lr 0.000493] [CE 4.599 (4.037)] [KD 3.066 (2.736)] 2024-10-14 14:52:20,861 - Train: 74.18% [927950/1251000] [741.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.011] [optim_t 0.225] [lr 0.000492] [CE 4.144 (4.051)] [KD 2.744 (2.745)] 2024-10-14 14:52:33,114 - Train: 74.18% [928000/1251000] [741.8/1000.0] [batch_t 0.227 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.000492] [CE 3.826 (4.104)] [KD 2.614 (2.773)] 2024-10-14 14:52:45,741 - Train: 74.18% [928050/1251000] [741.8/1000.0] [batch_t 0.237 (0.252)] [data_t 0.007] [optim_t 0.230] [lr 0.000492] [CE 4.462 (4.155)] [KD 2.920 (2.809)] 2024-10-14 14:52:58,221 - Train: 74.19% [928100/1251000] [741.9/1000.0] [batch_t 0.236 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.000492] [CE 4.540 (4.118)] [KD 3.044 (2.789)] 2024-10-14 14:53:10,431 - Train: 74.19% [928150/1251000] [741.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.000492] [CE 4.255 (4.137)] [KD 2.778 (2.784)] 2024-10-14 14:53:23,110 - Train: 74.20% [928200/1251000] [742.0/1000.0] [batch_t 0.242 (0.253)] [data_t 0.010] [optim_t 0.232] [lr 0.000492] [CE 4.686 (4.026)] [KD 3.108 (2.707)] 2024-10-14 14:53:43,160 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.190)] [top1_cnt 39024] [top5_cnt 47020] [top_all 50000] 2024-10-14 14:53:43,160 - net: 78.048 (94.040) 2024-10-14 14:53:51,942 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.159)] [top1_cnt 40183] [top5_cnt 47547] [top_all 50000] 2024-10-14 14:53:51,943 - net_E: 80.366 (95.094) 2024-10-14 14:53:52,142 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.432 (epoch: 740)] 2024-10-14 14:53:52,142 - ==> Total time: 2 days, 18:15:44 Eta: 23:02:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:53:57,806 - Train: 74.20% [928250/1251000] [742.0/1000.0] [batch_t 0.227 (0.312)] [data_t 0.008] [optim_t 0.219] [lr 0.000492] [CE 3.820 (4.069)] [KD 2.782 (2.771)] 2024-10-14 14:54:09,701 - Train: 74.20% [928300/1251000] [742.0/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.000492] [CE 3.584 (4.035)] [KD 2.427 (2.702)] 2024-10-14 14:54:22,355 - Train: 74.21% [928350/1251000] [742.1/1000.0] [batch_t 0.230 (0.253)] [data_t 0.007] [optim_t 0.223] [lr 0.000491] [CE 4.179 (4.065)] [KD 2.793 (2.730)] 2024-10-14 14:54:35,079 - Train: 74.21% [928400/1251000] [742.1/1000.0] [batch_t 0.232 (0.254)] [data_t 0.006] [optim_t 0.226] [lr 0.000491] [CE 4.118 (4.033)] [KD 2.646 (2.704)] 2024-10-14 14:54:47,230 - Train: 74.22% [928450/1251000] [742.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.006] [optim_t 0.225] [lr 0.000491] [CE 4.520 (4.035)] [KD 2.952 (2.743)] 2024-10-14 14:54:59,213 - Train: 74.22% [928500/1251000] [742.2/1000.0] [batch_t 0.249 (0.239)] [data_t 0.007] [optim_t 0.242] [lr 0.000491] [CE 4.562 (4.079)] [KD 3.311 (2.753)] 2024-10-14 14:55:11,471 - Train: 74.22% [928550/1251000] [742.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.007] [optim_t 0.227] [lr 0.000491] [CE 4.158 (4.115)] [KD 2.774 (2.777)] 2024-10-14 14:55:24,232 - Train: 74.23% [928600/1251000] [742.3/1000.0] [batch_t 0.230 (0.255)] [data_t 0.010] [optim_t 0.221] [lr 0.000491] [CE 3.818 (4.121)] [KD 2.785 (2.756)] 2024-10-14 14:55:37,078 - Train: 74.23% [928650/1251000] [742.3/1000.0] [batch_t 0.233 (0.257)] [data_t 0.007] [optim_t 0.227] [lr 0.000491] [CE 4.225 (4.003)] [KD 2.726 (2.690)] 2024-10-14 14:55:49,314 - Train: 74.24% [928700/1251000] [742.4/1000.0] [batch_t 0.247 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.000490] [CE 4.454 (4.148)] [KD 3.003 (2.773)] 2024-10-14 14:56:01,604 - Train: 74.24% [928750/1251000] [742.4/1000.0] [batch_t 0.247 (0.246)] [data_t 0.008] [optim_t 0.239] [lr 0.000490] [CE 3.937 (4.063)] [KD 2.841 (2.732)] 2024-10-14 14:56:14,907 - Train: 74.24% [928800/1251000] [742.4/1000.0] [batch_t 0.247 (0.266)] [data_t 0.008] [optim_t 0.239] [lr 0.000490] [CE 4.128 (4.080)] [KD 2.720 (2.752)] 2024-10-14 14:56:27,321 - Train: 74.25% [928850/1251000] [742.5/1000.0] [batch_t 0.239 (0.248)] [data_t 0.007] [optim_t 0.232] [lr 0.000490] [CE 4.197 (4.113)] [KD 2.799 (2.747)] 2024-10-14 14:56:39,596 - Train: 74.25% [928900/1251000] [742.5/1000.0] [batch_t 0.254 (0.245)] [data_t 0.007] [optim_t 0.246] [lr 0.000490] [CE 4.420 (4.137)] [KD 2.958 (2.796)] 2024-10-14 14:56:52,147 - Train: 74.26% [928950/1251000] [742.6/1000.0] [batch_t 0.236 (0.251)] [data_t 0.007] [optim_t 0.229] [lr 0.000490] [CE 4.462 (4.076)] [KD 2.815 (2.773)] 2024-10-14 14:57:05,475 - Train: 74.26% [929000/1251000] [742.6/1000.0] [batch_t 0.229 (0.266)] [data_t 0.008] [optim_t 0.221] [lr 0.000490] [CE 4.265 (4.061)] [KD 2.911 (2.751)] 2024-10-14 14:57:18,083 - Train: 74.26% [929050/1251000] [742.6/1000.0] [batch_t 0.226 (0.252)] [data_t 0.006] [optim_t 0.220] [lr 0.000489] [CE 4.287 (4.110)] [KD 2.965 (2.787)] 2024-10-14 14:57:30,295 - Train: 74.27% [929100/1251000] [742.7/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.000489] [CE 3.774 (4.185)] [KD 2.875 (2.786)] 2024-10-14 14:57:42,567 - Train: 74.27% [929150/1251000] [742.7/1000.0] [batch_t 0.247 (0.245)] [data_t 0.010] [optim_t 0.237] [lr 0.000489] [CE 4.180 (4.061)] [KD 2.808 (2.726)] 2024-10-14 14:57:55,072 - Train: 74.28% [929200/1251000] [742.8/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.219] [lr 0.000489] [CE 3.595 (4.029)] [KD 2.503 (2.713)] 2024-10-14 14:58:07,525 - Train: 74.28% [929250/1251000] [742.8/1000.0] [batch_t 0.540 (0.249)] [data_t 0.006] [optim_t 0.534] [lr 0.000489] [CE 4.190 (4.120)] [KD 2.492 (2.739)] 2024-10-14 14:58:19,463 - Train: 74.28% [929300/1251000] [742.8/1000.0] [batch_t 0.231 (0.239)] [data_t 0.007] [optim_t 0.223] [lr 0.000489] [CE 3.880 (4.039)] [KD 2.602 (2.734)] 2024-10-14 14:58:32,235 - Train: 74.29% [929350/1251000] [742.9/1000.0] [batch_t 0.260 (0.255)] [data_t 0.008] [optim_t 0.251] [lr 0.000489] [CE 4.369 (4.201)] [KD 2.822 (2.804)] 2024-10-14 14:58:44,908 - Train: 74.29% [929400/1251000] [742.9/1000.0] [batch_t 0.227 (0.253)] [data_t 0.007] [optim_t 0.220] [lr 0.000489] [CE 3.685 (4.029)] [KD 2.446 (2.719)] 2024-10-14 14:58:57,065 - Train: 74.30% [929450/1251000] [743.0/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000488] [CE 3.243 (4.120)] [KD 2.406 (2.777)] 2024-10-14 14:59:16,930 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.177)] [top1_cnt 38896] [top5_cnt 46956] [top_all 50000] 2024-10-14 14:59:16,931 - net: 77.792 (93.912) 2024-10-14 14:59:26,937 - Test (net_E): 100.00% [50/50] [batch_t 0.234 (0.183)] [top1_cnt 40223] [top5_cnt 47538] [top_all 50000] 2024-10-14 14:59:26,938 - net_E: 80.446 (95.076) 2024-10-14 14:59:27,174 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.446 (epoch: 743)] 2024-10-14 14:59:27,177 - ==> Total time: 2 days, 18:21:19 Eta: 22:57:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 14:59:41,504 - Train: 74.30% [929500/1251000] [743.0/1000.0] [batch_t 0.251 (0.314)] [data_t 0.007] [optim_t 0.244] [lr 0.000488] [CE 3.908 (4.170)] [KD 2.628 (2.777)] 2024-10-14 14:59:53,647 - Train: 74.30% [929550/1251000] [743.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000488] [CE 3.935 (4.101)] [KD 2.544 (2.736)] 2024-10-14 15:00:06,425 - Train: 74.31% [929600/1251000] [743.1/1000.0] [batch_t 0.229 (0.255)] [data_t 0.007] [optim_t 0.222] [lr 0.000488] [CE 4.090 (4.129)] [KD 2.790 (2.767)] 2024-10-14 15:00:18,735 - Train: 74.31% [929650/1251000] [743.1/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.000488] [CE 3.280 (4.004)] [KD 2.445 (2.694)] 2024-10-14 15:00:30,516 - Train: 74.32% [929700/1251000] [743.2/1000.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.212] [lr 0.000488] [CE 3.508 (4.135)] [KD 2.508 (2.772)] 2024-10-14 15:00:42,707 - Train: 74.32% [929750/1251000] [743.2/1000.0] [batch_t 0.239 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.000488] [CE 4.328 (3.989)] [KD 3.000 (2.701)] 2024-10-14 15:00:54,939 - Train: 74.32% [929800/1251000] [743.2/1000.0] [batch_t 0.227 (0.244)] [data_t 0.011] [optim_t 0.216] [lr 0.000487] [CE 3.681 (4.071)] [KD 2.364 (2.730)] 2024-10-14 15:01:07,402 - Train: 74.33% [929850/1251000] [743.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.000487] [CE 4.375 (4.160)] [KD 2.910 (2.736)] 2024-10-14 15:01:19,436 - Train: 74.33% [929900/1251000] [743.3/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.000487] [CE 4.548 (4.057)] [KD 2.989 (2.709)] 2024-10-14 15:01:31,607 - Train: 74.34% [929950/1251000] [743.4/1000.0] [batch_t 0.251 (0.243)] [data_t 0.007] [optim_t 0.244] [lr 0.000487] [CE 4.176 (4.094)] [KD 2.725 (2.738)] 2024-10-14 15:01:44,413 - Train: 74.34% [930000/1251000] [743.4/1000.0] [batch_t 0.247 (0.256)] [data_t 0.009] [optim_t 0.239] [lr 0.000487] [CE 4.352 (4.103)] [KD 2.854 (2.787)] 2024-10-14 15:01:56,539 - Train: 74.34% [930050/1251000] [743.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.000487] [CE 4.453 (4.132)] [KD 2.996 (2.740)] 2024-10-14 15:02:08,547 - Train: 74.35% [930100/1251000] [743.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.000487] [CE 4.609 (4.077)] [KD 2.970 (2.748)] 2024-10-14 15:02:20,410 - Train: 74.35% [930150/1251000] [743.5/1000.0] [batch_t 0.242 (0.237)] [data_t 0.007] [optim_t 0.235] [lr 0.000487] [CE 3.885 (4.110)] [KD 2.628 (2.749)] 2024-10-14 15:02:33,264 - Train: 74.36% [930200/1251000] [743.6/1000.0] [batch_t 0.238 (0.257)] [data_t 0.007] [optim_t 0.231] [lr 0.000486] [CE 3.715 (4.082)] [KD 2.567 (2.774)] 2024-10-14 15:02:45,457 - Train: 74.36% [930250/1251000] [743.6/1000.0] [batch_t 0.247 (0.244)] [data_t 0.007] [optim_t 0.240] [lr 0.000486] [CE 4.173 (4.095)] [KD 2.900 (2.786)] 2024-10-14 15:02:57,975 - Train: 74.36% [930300/1251000] [743.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.008] [optim_t 0.227] [lr 0.000486] [CE 4.184 (4.140)] [KD 2.705 (2.768)] 2024-10-14 15:03:10,355 - Train: 74.37% [930350/1251000] [743.7/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.229] [lr 0.000486] [CE 3.593 (4.159)] [KD 2.479 (2.791)] 2024-10-14 15:03:22,993 - Train: 74.37% [930400/1251000] [743.7/1000.0] [batch_t 0.248 (0.253)] [data_t 0.007] [optim_t 0.241] [lr 0.000486] [CE 3.898 (4.146)] [KD 2.738 (2.781)] 2024-10-14 15:03:35,109 - Train: 74.38% [930450/1251000] [743.8/1000.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.000486] [CE 4.393 (4.176)] [KD 2.852 (2.833)] 2024-10-14 15:03:47,761 - Train: 74.38% [930500/1251000] [743.8/1000.0] [batch_t 0.239 (0.253)] [data_t 0.007] [optim_t 0.231] [lr 0.000486] [CE 3.901 (4.056)] [KD 2.615 (2.742)] 2024-10-14 15:03:59,845 - Train: 74.38% [930550/1251000] [743.8/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.000485] [CE 4.202 (4.103)] [KD 2.911 (2.778)] 2024-10-14 15:04:12,396 - Train: 74.39% [930600/1251000] [743.9/1000.0] [batch_t 0.226 (0.251)] [data_t 0.007] [optim_t 0.219] [lr 0.000485] [CE 4.009 (4.071)] [KD 2.737 (2.744)] 2024-10-14 15:04:25,029 - Train: 74.39% [930650/1251000] [743.9/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000485] [CE 4.252 (4.145)] [KD 2.856 (2.751)] 2024-10-14 15:04:37,538 - Train: 74.40% [930700/1251000] [744.0/1000.0] [batch_t 0.258 (0.250)] [data_t 0.008] [optim_t 0.250] [lr 0.000485] [CE 3.781 (4.137)] [KD 2.481 (2.756)] 2024-10-14 15:04:57,155 - Test (net): 100.00% [50/50] [batch_t 0.198 (0.178)] [top1_cnt 38958] [top5_cnt 46935] [top_all 50000] 2024-10-14 15:04:57,156 - net: 77.916 (93.870) 2024-10-14 15:05:06,894 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.178)] [top1_cnt 40218] [top5_cnt 47536] [top_all 50000] 2024-10-14 15:05:06,894 - net_E: 80.436 (95.072) 2024-10-14 15:05:07,110 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.446 (epoch: 743)] 2024-10-14 15:05:07,111 - ==> Total time: 2 days, 18:26:59 Eta: 22:51:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:05:12,192 - Train: 74.40% [930750/1251000] [744.0/1000.0] [batch_t 0.246 (0.305)] [data_t 0.007] [optim_t 0.239] [lr 0.000485] [CE 4.249 (4.136)] [KD 2.901 (2.822)] 2024-10-14 15:05:25,110 - Train: 74.40% [930800/1251000] [744.0/1000.0] [batch_t 0.208 (0.258)] [data_t 0.007] [optim_t 0.201] [lr 0.000485] [CE 4.026 (4.177)] [KD 2.826 (2.801)] 2024-10-14 15:05:37,632 - Train: 74.41% [930850/1251000] [744.1/1000.0] [batch_t 0.224 (0.250)] [data_t 0.007] [optim_t 0.217] [lr 0.000485] [CE 4.113 (4.046)] [KD 2.747 (2.731)] 2024-10-14 15:05:49,865 - Train: 74.41% [930900/1251000] [744.1/1000.0] [batch_t 0.242 (0.244)] [data_t 0.006] [optim_t 0.236] [lr 0.000485] [CE 3.758 (4.145)] [KD 2.575 (2.825)] 2024-10-14 15:06:01,713 - Train: 74.42% [930950/1251000] [744.2/1000.0] [batch_t 0.229 (0.237)] [data_t 0.007] [optim_t 0.222] [lr 0.000484] [CE 4.171 (4.091)] [KD 2.717 (2.784)] 2024-10-14 15:06:14,115 - Train: 74.42% [931000/1251000] [744.2/1000.0] [batch_t 0.492 (0.248)] [data_t 0.009] [optim_t 0.483] [lr 0.000484] [CE 4.112 (4.139)] [KD 2.786 (2.785)] 2024-10-14 15:06:26,058 - Train: 74.42% [931050/1251000] [744.2/1000.0] [batch_t 0.244 (0.239)] [data_t 0.006] [optim_t 0.238] [lr 0.000484] [CE 4.423 (4.061)] [KD 3.045 (2.727)] 2024-10-14 15:06:38,113 - Train: 74.43% [931100/1251000] [744.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.000484] [CE 3.798 (4.080)] [KD 2.554 (2.732)] 2024-10-14 15:06:50,756 - Train: 74.43% [931150/1251000] [744.3/1000.0] [batch_t 0.254 (0.253)] [data_t 0.006] [optim_t 0.248] [lr 0.000484] [CE 3.813 (4.127)] [KD 2.595 (2.767)] 2024-10-14 15:07:02,405 - Train: 74.44% [931200/1251000] [744.4/1000.0] [batch_t 0.223 (0.233)] [data_t 0.010] [optim_t 0.213] [lr 0.000484] [CE 3.529 (4.150)] [KD 2.366 (2.777)] 2024-10-14 15:07:14,710 - Train: 74.44% [931250/1251000] [744.4/1000.0] [batch_t 0.221 (0.246)] [data_t 0.009] [optim_t 0.212] [lr 0.000484] [CE 4.046 (4.110)] [KD 2.590 (2.759)] 2024-10-14 15:07:26,735 - Train: 74.44% [931300/1251000] [744.4/1000.0] [batch_t 0.247 (0.240)] [data_t 0.010] [optim_t 0.237] [lr 0.000483] [CE 4.495 (4.108)] [KD 3.035 (2.778)] 2024-10-14 15:07:38,643 - Train: 74.45% [931350/1251000] [744.5/1000.0] [batch_t 0.226 (0.238)] [data_t 0.010] [optim_t 0.215] [lr 0.000483] [CE 4.383 (4.111)] [KD 2.819 (2.771)] 2024-10-14 15:07:50,690 - Train: 74.45% [931400/1251000] [744.5/1000.0] [batch_t 0.244 (0.241)] [data_t 0.008] [optim_t 0.236] [lr 0.000483] [CE 4.026 (4.106)] [KD 2.892 (2.774)] 2024-10-14 15:08:03,681 - Train: 74.46% [931450/1251000] [744.6/1000.0] [batch_t 0.246 (0.260)] [data_t 0.010] [optim_t 0.236] [lr 0.000483] [CE 3.926 (4.076)] [KD 2.591 (2.705)] 2024-10-14 15:08:16,284 - Train: 74.46% [931500/1251000] [744.6/1000.0] [batch_t 0.228 (0.252)] [data_t 0.006] [optim_t 0.222] [lr 0.000483] [CE 4.395 (4.184)] [KD 2.881 (2.769)] 2024-10-14 15:08:28,049 - Train: 74.46% [931550/1251000] [744.6/1000.0] [batch_t 0.228 (0.235)] [data_t 0.010] [optim_t 0.218] [lr 0.000483] [CE 3.315 (4.091)] [KD 2.402 (2.756)] 2024-10-14 15:08:40,459 - Train: 74.47% [931600/1251000] [744.7/1000.0] [batch_t 0.223 (0.248)] [data_t 0.009] [optim_t 0.214] [lr 0.000483] [CE 3.752 (4.057)] [KD 2.547 (2.717)] 2024-10-14 15:08:52,861 - Train: 74.47% [931650/1251000] [744.7/1000.0] [batch_t 0.222 (0.248)] [data_t 0.006] [optim_t 0.216] [lr 0.000482] [CE 3.932 (4.152)] [KD 2.629 (2.780)] 2024-10-14 15:09:05,191 - Train: 74.48% [931700/1251000] [744.8/1000.0] [batch_t 0.251 (0.246)] [data_t 0.008] [optim_t 0.243] [lr 0.000482] [CE 3.886 (4.133)] [KD 2.649 (2.744)] 2024-10-14 15:09:17,416 - Train: 74.48% [931750/1251000] [744.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.000482] [CE 3.958 (4.079)] [KD 2.708 (2.726)] 2024-10-14 15:09:30,370 - Train: 74.48% [931800/1251000] [744.8/1000.0] [batch_t 0.225 (0.259)] [data_t 0.009] [optim_t 0.216] [lr 0.000482] [CE 4.155 (4.050)] [KD 2.852 (2.731)] 2024-10-14 15:09:42,661 - Train: 74.49% [931850/1251000] [744.9/1000.0] [batch_t 0.431 (0.246)] [data_t 0.006] [optim_t 0.425] [lr 0.000482] [CE 3.546 (4.123)] [KD 2.513 (2.784)] 2024-10-14 15:09:54,847 - Train: 74.49% [931900/1251000] [744.9/1000.0] [batch_t 0.261 (0.244)] [data_t 0.008] [optim_t 0.253] [lr 0.000482] [CE 3.900 (4.110)] [KD 2.630 (2.761)] 2024-10-14 15:10:06,965 - Train: 74.50% [931950/1251000] [745.0/1000.0] [batch_t 0.220 (0.242)] [data_t 0.007] [optim_t 0.214] [lr 0.000482] [CE 4.074 (4.150)] [KD 2.664 (2.793)] 2024-10-14 15:10:26,078 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.158)] [top1_cnt 39138] [top5_cnt 47025] [top_all 50000] 2024-10-14 15:10:26,079 - net: 78.276 (94.050) 2024-10-14 15:10:35,863 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.179)] [top1_cnt 40239] [top5_cnt 47537] [top_all 50000] 2024-10-14 15:10:35,863 - net_E: 80.478 (95.074) 2024-10-14 15:10:36,081 - Max [top1: 78.280 (epoch: 731)] [top1-ema: 80.478 (epoch: 745)] 2024-10-14 15:10:36,102 - ==> Total time: 2 days, 18:32:28 Eta: 22:46:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:10:50,736 - Train: 74.50% [932000/1251000] [745.0/1000.0] [batch_t 0.239 (0.377)] [data_t 0.008] [optim_t 0.232] [lr 0.000482] [CE 3.912 (4.073)] [KD 2.777 (2.740)] 2024-10-14 15:11:02,458 - Train: 74.50% [932050/1251000] [745.0/1000.0] [batch_t 0.248 (0.234)] [data_t 0.008] [optim_t 0.240] [lr 0.000481] [CE 3.590 (4.128)] [KD 2.448 (2.781)] 2024-10-14 15:11:15,708 - Train: 74.51% [932100/1251000] [745.1/1000.0] [batch_t 0.485 (0.265)] [data_t 0.011] [optim_t 0.474] [lr 0.000481] [CE 3.678 (4.075)] [KD 2.398 (2.720)] 2024-10-14 15:11:27,570 - Train: 74.51% [932150/1251000] [745.1/1000.0] [batch_t 0.228 (0.237)] [data_t 0.008] [optim_t 0.220] [lr 0.000481] [CE 4.075 (4.113)] [KD 2.665 (2.750)] 2024-10-14 15:11:39,764 - Train: 74.52% [932200/1251000] [745.2/1000.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.000481] [CE 4.305 (4.094)] [KD 2.758 (2.697)] 2024-10-14 15:11:51,367 - Train: 74.52% [932250/1251000] [745.2/1000.0] [batch_t 0.222 (0.232)] [data_t 0.007] [optim_t 0.215] [lr 0.000481] [CE 3.464 (4.115)] [KD 2.263 (2.751)] 2024-10-14 15:12:04,063 - Train: 74.52% [932300/1251000] [745.2/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000481] [CE 4.056 (4.075)] [KD 2.837 (2.743)] 2024-10-14 15:12:16,148 - Train: 74.53% [932350/1251000] [745.3/1000.0] [batch_t 0.227 (0.242)] [data_t 0.010] [optim_t 0.217] [lr 0.000481] [CE 4.293 (4.081)] [KD 2.894 (2.746)] 2024-10-14 15:12:28,274 - Train: 74.53% [932400/1251000] [745.3/1000.0] [batch_t 0.228 (0.242)] [data_t 0.008] [optim_t 0.220] [lr 0.000480] [CE 4.243 (4.051)] [KD 2.711 (2.707)] 2024-10-14 15:12:40,511 - Train: 74.54% [932450/1251000] [745.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000480] [CE 4.202 (4.078)] [KD 2.866 (2.728)] 2024-10-14 15:12:52,843 - Train: 74.54% [932500/1251000] [745.4/1000.0] [batch_t 0.225 (0.246)] [data_t 0.007] [optim_t 0.217] [lr 0.000480] [CE 4.386 (4.131)] [KD 2.989 (2.759)] 2024-10-14 15:13:04,761 - Train: 74.54% [932550/1251000] [745.4/1000.0] [batch_t 0.240 (0.238)] [data_t 0.008] [optim_t 0.232] [lr 0.000480] [CE 4.395 (4.108)] [KD 3.134 (2.727)] 2024-10-14 15:13:17,158 - Train: 74.55% [932600/1251000] [745.5/1000.0] [batch_t 0.247 (0.248)] [data_t 0.007] [optim_t 0.241] [lr 0.000480] [CE 4.109 (4.096)] [KD 2.883 (2.765)] 2024-10-14 15:13:28,939 - Train: 74.55% [932650/1251000] [745.5/1000.0] [batch_t 0.259 (0.235)] [data_t 0.007] [optim_t 0.253] [lr 0.000480] [CE 3.556 (4.031)] [KD 2.531 (2.726)] 2024-10-14 15:13:41,544 - Train: 74.56% [932700/1251000] [745.6/1000.0] [batch_t 0.227 (0.252)] [data_t 0.008] [optim_t 0.219] [lr 0.000480] [CE 4.112 (4.136)] [KD 2.722 (2.784)] 2024-10-14 15:13:53,750 - Train: 74.56% [932750/1251000] [745.6/1000.0] [batch_t 0.224 (0.244)] [data_t 0.008] [optim_t 0.216] [lr 0.000480] [CE 4.075 (4.058)] [KD 2.853 (2.706)] 2024-10-14 15:14:05,918 - Train: 74.56% [932800/1251000] [745.6/1000.0] [batch_t 0.244 (0.243)] [data_t 0.007] [optim_t 0.237] [lr 0.000479] [CE 4.053 (4.079)] [KD 2.503 (2.720)] 2024-10-14 15:14:18,142 - Train: 74.57% [932850/1251000] [745.7/1000.0] [batch_t 0.251 (0.244)] [data_t 0.008] [optim_t 0.243] [lr 0.000479] [CE 4.116 (4.101)] [KD 2.718 (2.722)] 2024-10-14 15:14:30,605 - Train: 74.57% [932900/1251000] [745.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.007] [optim_t 0.226] [lr 0.000479] [CE 4.118 (4.097)] [KD 2.735 (2.751)] 2024-10-14 15:14:42,572 - Train: 74.58% [932950/1251000] [745.8/1000.0] [batch_t 0.254 (0.239)] [data_t 0.008] [optim_t 0.246] [lr 0.000479] [CE 4.280 (4.084)] [KD 2.794 (2.749)] 2024-10-14 15:14:55,082 - Train: 74.58% [933000/1251000] [745.8/1000.0] [batch_t 0.226 (0.250)] [data_t 0.010] [optim_t 0.216] [lr 0.000479] [CE 4.104 (4.135)] [KD 2.839 (2.764)] 2024-10-14 15:15:06,937 - Train: 74.58% [933050/1251000] [745.8/1000.0] [batch_t 0.245 (0.237)] [data_t 0.011] [optim_t 0.235] [lr 0.000479] [CE 4.192 (4.090)] [KD 2.812 (2.727)] 2024-10-14 15:15:19,731 - Train: 74.59% [933100/1251000] [745.9/1000.0] [batch_t 0.225 (0.256)] [data_t 0.008] [optim_t 0.217] [lr 0.000479] [CE 3.862 (4.093)] [KD 2.499 (2.744)] 2024-10-14 15:15:32,377 - Train: 74.59% [933150/1251000] [745.9/1000.0] [batch_t 0.530 (0.253)] [data_t 0.008] [optim_t 0.522] [lr 0.000478] [CE 3.904 (4.139)] [KD 2.626 (2.775)] 2024-10-14 15:15:44,680 - Train: 74.60% [933200/1251000] [746.0/1000.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.000478] [CE 3.714 (4.052)] [KD 2.607 (2.725)] 2024-10-14 15:16:05,542 - Test (net): 100.00% [50/50] [batch_t 0.161 (0.182)] [top1_cnt 39251] [top5_cnt 47103] [top_all 50000] 2024-10-14 15:16:05,544 - net: 78.502 (94.206) 2024-10-14 15:16:14,740 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.166)] [top1_cnt 40231] [top5_cnt 47524] [top_all 50000] 2024-10-14 15:16:14,741 - net_E: 80.462 (95.048) 2024-10-14 15:16:14,957 - Max [top1: 78.502 (epoch: 746)] [top1-ema: 80.478 (epoch: 745)] 2024-10-14 15:16:14,957 - ==> Total time: 2 days, 18:38:07 Eta: 22:41:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:16:28,515 - Train: 74.60% [933250/1251000] [746.0/1000.0] [batch_t 0.226 (0.362)] [data_t 0.007] [optim_t 0.219] [lr 0.000478] [CE 3.762 (4.132)] [KD 2.487 (2.700)] 2024-10-14 15:16:41,164 - Train: 74.60% [933300/1251000] [746.0/1000.0] [batch_t 0.236 (0.253)] [data_t 0.010] [optim_t 0.225] [lr 0.000478] [CE 3.806 (4.106)] [KD 2.809 (2.746)] 2024-10-14 15:16:53,433 - Train: 74.61% [933350/1251000] [746.1/1000.0] [batch_t 0.227 (0.245)] [data_t 0.007] [optim_t 0.220] [lr 0.000478] [CE 4.087 (4.117)] [KD 2.681 (2.755)] 2024-10-14 15:17:05,675 - Train: 74.61% [933400/1251000] [746.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000478] [CE 4.337 (4.086)] [KD 2.893 (2.750)] 2024-10-14 15:17:18,039 - Train: 74.62% [933450/1251000] [746.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.011] [optim_t 0.228] [lr 0.000478] [CE 3.875 (4.058)] [KD 2.709 (2.679)] 2024-10-14 15:17:30,620 - Train: 74.62% [933500/1251000] [746.2/1000.0] [batch_t 0.232 (0.251)] [data_t 0.007] [optim_t 0.225] [lr 0.000478] [CE 3.951 (4.110)] [KD 2.611 (2.722)] 2024-10-14 15:17:43,035 - Train: 74.62% [933550/1251000] [746.2/1000.0] [batch_t 0.244 (0.248)] [data_t 0.008] [optim_t 0.236] [lr 0.000477] [CE 4.535 (4.093)] [KD 2.996 (2.747)] 2024-10-14 15:17:55,870 - Train: 74.63% [933600/1251000] [746.3/1000.0] [batch_t 0.239 (0.256)] [data_t 0.007] [optim_t 0.232] [lr 0.000477] [CE 4.024 (4.091)] [KD 2.712 (2.739)] 2024-10-14 15:18:08,100 - Train: 74.63% [933650/1251000] [746.3/1000.0] [batch_t 0.221 (0.244)] [data_t 0.008] [optim_t 0.213] [lr 0.000477] [CE 3.652 (4.109)] [KD 2.442 (2.750)] 2024-10-14 15:18:20,358 - Train: 74.64% [933700/1251000] [746.4/1000.0] [batch_t 0.209 (0.245)] [data_t 0.006] [optim_t 0.202] [lr 0.000477] [CE 4.244 (4.089)] [KD 2.908 (2.747)] 2024-10-14 15:18:32,636 - Train: 74.64% [933750/1251000] [746.4/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.000477] [CE 4.131 (4.029)] [KD 2.865 (2.731)] 2024-10-14 15:18:44,877 - Train: 74.64% [933800/1251000] [746.4/1000.0] [batch_t 0.224 (0.245)] [data_t 0.011] [optim_t 0.212] [lr 0.000477] [CE 4.453 (4.055)] [KD 3.044 (2.752)] 2024-10-14 15:18:56,733 - Train: 74.65% [933850/1251000] [746.5/1000.0] [batch_t 0.238 (0.237)] [data_t 0.006] [optim_t 0.232] [lr 0.000477] [CE 4.328 (4.113)] [KD 2.842 (2.739)] 2024-10-14 15:19:09,757 - Train: 74.65% [933900/1251000] [746.5/1000.0] [batch_t 0.506 (0.260)] [data_t 0.006] [optim_t 0.500] [lr 0.000476] [CE 3.871 (4.049)] [KD 2.572 (2.699)] 2024-10-14 15:19:21,587 - Train: 74.66% [933950/1251000] [746.6/1000.0] [batch_t 0.231 (0.236)] [data_t 0.008] [optim_t 0.223] [lr 0.000476] [CE 4.028 (4.105)] [KD 2.942 (2.739)] 2024-10-14 15:19:33,742 - Train: 74.66% [934000/1251000] [746.6/1000.0] [batch_t 0.222 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.000476] [CE 4.163 (4.085)] [KD 2.670 (2.754)] 2024-10-14 15:19:45,880 - Train: 74.66% [934050/1251000] [746.6/1000.0] [batch_t 0.226 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.000476] [CE 3.542 (4.080)] [KD 2.341 (2.763)] 2024-10-14 15:19:57,874 - Train: 74.67% [934100/1251000] [746.7/1000.0] [batch_t 0.282 (0.240)] [data_t 0.006] [optim_t 0.276] [lr 0.000476] [CE 4.217 (4.107)] [KD 2.615 (2.750)] 2024-10-14 15:20:10,706 - Train: 74.67% [934150/1251000] [746.7/1000.0] [batch_t 0.245 (0.256)] [data_t 0.009] [optim_t 0.236] [lr 0.000476] [CE 3.821 (4.132)] [KD 2.635 (2.798)] 2024-10-14 15:20:23,570 - Train: 74.68% [934200/1251000] [746.8/1000.0] [batch_t 0.232 (0.257)] [data_t 0.006] [optim_t 0.226] [lr 0.000476] [CE 4.091 (4.203)] [KD 2.923 (2.795)] 2024-10-14 15:20:35,740 - Train: 74.68% [934250/1251000] [746.8/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.232] [lr 0.000476] [CE 3.525 (4.155)] [KD 2.528 (2.815)] 2024-10-14 15:20:47,952 - Train: 74.68% [934300/1251000] [746.8/1000.0] [batch_t 0.259 (0.244)] [data_t 0.009] [optim_t 0.251] [lr 0.000475] [CE 4.249 (4.131)] [KD 2.859 (2.798)] 2024-10-14 15:21:00,825 - Train: 74.69% [934350/1251000] [746.9/1000.0] [batch_t 0.247 (0.257)] [data_t 0.009] [optim_t 0.238] [lr 0.000475] [CE 4.249 (4.114)] [KD 2.844 (2.777)] 2024-10-14 15:21:13,910 - Train: 74.69% [934400/1251000] [746.9/1000.0] [batch_t 0.260 (0.261)] [data_t 0.010] [optim_t 0.250] [lr 0.000475] [CE 4.246 (4.108)] [KD 3.073 (2.758)] 2024-10-14 15:21:26,383 - Train: 74.70% [934450/1251000] [747.0/1000.0] [batch_t 0.272 (0.249)] [data_t 0.007] [optim_t 0.265] [lr 0.000475] [CE 3.789 (4.073)] [KD 2.654 (2.739)] 2024-10-14 15:21:49,213 - Test (net): 100.00% [50/50] [batch_t 0.046 (0.215)] [top1_cnt 39080] [top5_cnt 47034] [top_all 50000] 2024-10-14 15:21:49,214 - net: 78.160 (94.068) 2024-10-14 15:21:59,001 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.176)] [top1_cnt 40237] [top5_cnt 47539] [top_all 50000] 2024-10-14 15:21:59,001 - net_E: 80.474 (95.078) 2024-10-14 15:21:59,199 - Max [top1: 78.502 (epoch: 746)] [top1-ema: 80.478 (epoch: 745)] 2024-10-14 15:21:59,199 - ==> Total time: 2 days, 18:43:52 Eta: 22:36:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:22:03,398 - Train: 74.70% [934500/1251000] [747.0/1000.0] [batch_t 0.250 (0.436)] [data_t 0.008] [optim_t 0.242] [lr 0.000475] [CE 3.993 (4.023)] [KD 2.841 (2.795)] 2024-10-14 15:22:16,140 - Train: 74.70% [934550/1251000] [747.0/1000.0] [batch_t 0.249 (0.255)] [data_t 0.008] [optim_t 0.241] [lr 0.000475] [CE 4.408 (4.067)] [KD 3.002 (2.727)] 2024-10-14 15:22:28,880 - Train: 74.71% [934600/1251000] [747.1/1000.0] [batch_t 0.235 (0.255)] [data_t 0.007] [optim_t 0.227] [lr 0.000475] [CE 4.236 (4.060)] [KD 2.748 (2.689)] 2024-10-14 15:22:41,206 - Train: 74.71% [934650/1251000] [747.1/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000474] [CE 4.132 (4.053)] [KD 2.792 (2.717)] 2024-10-14 15:22:53,555 - Train: 74.72% [934700/1251000] [747.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.008] [optim_t 0.229] [lr 0.000474] [CE 4.534 (4.105)] [KD 2.933 (2.726)] 2024-10-14 15:23:06,096 - Train: 74.72% [934750/1251000] [747.2/1000.0] [batch_t 0.217 (0.251)] [data_t 0.006] [optim_t 0.211] [lr 0.000474] [CE 4.382 (4.086)] [KD 3.116 (2.740)] 2024-10-14 15:23:18,273 - Train: 74.72% [934800/1251000] [747.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000474] [CE 4.313 (4.108)] [KD 2.742 (2.740)] 2024-10-14 15:23:30,200 - Train: 74.73% [934850/1251000] [747.3/1000.0] [batch_t 0.235 (0.238)] [data_t 0.010] [optim_t 0.225] [lr 0.000474] [CE 4.194 (4.054)] [KD 2.889 (2.722)] 2024-10-14 15:23:43,098 - Train: 74.73% [934900/1251000] [747.3/1000.0] [batch_t 0.246 (0.258)] [data_t 0.007] [optim_t 0.239] [lr 0.000474] [CE 4.377 (4.117)] [KD 2.926 (2.768)] 2024-10-14 15:23:55,393 - Train: 74.74% [934950/1251000] [747.4/1000.0] [batch_t 0.250 (0.246)] [data_t 0.008] [optim_t 0.242] [lr 0.000474] [CE 3.992 (4.110)] [KD 2.579 (2.727)] 2024-10-14 15:24:07,526 - Train: 74.74% [935000/1251000] [747.4/1000.0] [batch_t 0.248 (0.242)] [data_t 0.007] [optim_t 0.242] [lr 0.000474] [CE 3.800 (4.064)] [KD 2.519 (2.725)] 2024-10-14 15:24:20,158 - Train: 74.74% [935050/1251000] [747.4/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000473] [CE 4.154 (4.102)] [KD 2.724 (2.760)] 2024-10-14 15:24:32,478 - Train: 74.75% [935100/1251000] [747.5/1000.0] [batch_t 0.244 (0.246)] [data_t 0.008] [optim_t 0.236] [lr 0.000473] [CE 4.270 (4.090)] [KD 2.858 (2.746)] 2024-10-14 15:24:44,620 - Train: 74.75% [935150/1251000] [747.5/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.236] [lr 0.000473] [CE 4.102 (4.095)] [KD 2.768 (2.738)] 2024-10-14 15:24:56,540 - Train: 74.76% [935200/1251000] [747.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000473] [CE 4.619 (4.061)] [KD 2.913 (2.729)] 2024-10-14 15:25:09,147 - Train: 74.76% [935250/1251000] [747.6/1000.0] [batch_t 0.235 (0.252)] [data_t 0.008] [optim_t 0.227] [lr 0.000473] [CE 4.268 (4.075)] [KD 2.730 (2.707)] 2024-10-14 15:25:21,213 - Train: 74.76% [935300/1251000] [747.6/1000.0] [batch_t 0.230 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.000473] [CE 4.010 (4.075)] [KD 2.641 (2.733)] 2024-10-14 15:25:34,088 - Train: 74.77% [935350/1251000] [747.7/1000.0] [batch_t 0.561 (0.257)] [data_t 0.007] [optim_t 0.554] [lr 0.000473] [CE 3.519 (4.118)] [KD 2.490 (2.797)] 2024-10-14 15:25:46,093 - Train: 74.77% [935400/1251000] [747.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.000472] [CE 4.454 (4.182)] [KD 2.949 (2.808)] 2024-10-14 15:25:57,897 - Train: 74.78% [935450/1251000] [747.8/1000.0] [batch_t 0.232 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.000472] [CE 4.017 (4.085)] [KD 2.757 (2.755)] 2024-10-14 15:26:10,156 - Train: 74.78% [935500/1251000] [747.8/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.000472] [CE 4.049 (4.095)] [KD 2.731 (2.738)] 2024-10-14 15:26:22,537 - Train: 74.78% [935550/1251000] [747.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000472] [CE 4.276 (4.084)] [KD 2.885 (2.730)] 2024-10-14 15:26:34,709 - Train: 74.79% [935600/1251000] [747.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.000472] [CE 3.950 (4.056)] [KD 2.730 (2.723)] 2024-10-14 15:26:47,114 - Train: 74.79% [935650/1251000] [747.9/1000.0] [batch_t 0.229 (0.248)] [data_t 0.010] [optim_t 0.219] [lr 0.000472] [CE 4.775 (4.075)] [KD 3.024 (2.735)] 2024-10-14 15:26:59,498 - Train: 74.80% [935700/1251000] [748.0/1000.0] [batch_t 0.243 (0.247)] [data_t 0.010] [optim_t 0.233] [lr 0.000472] [CE 4.175 (4.095)] [KD 2.668 (2.728)] 2024-10-14 15:27:20,031 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 39008] [top5_cnt 47020] [top_all 50000] 2024-10-14 15:27:20,032 - net: 78.016 (94.040) 2024-10-14 15:27:29,480 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.173)] [top1_cnt 40219] [top5_cnt 47532] [top_all 50000] 2024-10-14 15:27:29,481 - net_E: 80.438 (95.064) 2024-10-14 15:27:29,670 - Max [top1: 78.502 (epoch: 746)] [top1-ema: 80.478 (epoch: 745)] 2024-10-14 15:27:29,670 - ==> Total time: 2 days, 18:49:22 Eta: 22:30:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:27:33,895 - Train: 74.80% [935750/1251000] [748.0/1000.0] [batch_t 0.230 (0.476)] [data_t 0.006] [optim_t 0.224] [lr 0.000472] [CE 3.938 (4.065)] [KD 2.655 (2.684)] 2024-10-14 15:27:45,821 - Train: 74.80% [935800/1251000] [748.0/1000.0] [batch_t 0.247 (0.238)] [data_t 0.010] [optim_t 0.237] [lr 0.000471] [CE 3.825 (4.142)] [KD 2.624 (2.744)] 2024-10-14 15:27:58,532 - Train: 74.81% [935850/1251000] [748.1/1000.0] [batch_t 0.233 (0.254)] [data_t 0.008] [optim_t 0.225] [lr 0.000471] [CE 4.200 (4.044)] [KD 2.693 (2.725)] 2024-10-14 15:28:11,017 - Train: 74.81% [935900/1251000] [748.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.010] [optim_t 0.226] [lr 0.000471] [CE 4.231 (4.107)] [KD 2.750 (2.717)] 2024-10-14 15:28:23,197 - Train: 74.82% [935950/1251000] [748.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.010] [optim_t 0.225] [lr 0.000471] [CE 4.661 (4.170)] [KD 2.930 (2.737)] 2024-10-14 15:28:35,665 - Train: 74.82% [936000/1251000] [748.2/1000.0] [batch_t 0.236 (0.249)] [data_t 0.008] [optim_t 0.228] [lr 0.000471] [CE 3.751 (4.140)] [KD 2.625 (2.728)] 2024-10-14 15:28:48,153 - Train: 74.82% [936050/1251000] [748.2/1000.0] [batch_t 0.239 (0.250)] [data_t 0.007] [optim_t 0.233] [lr 0.000471] [CE 4.369 (4.048)] [KD 2.692 (2.672)] 2024-10-14 15:29:00,144 - Train: 74.83% [936100/1251000] [748.3/1000.0] [batch_t 0.222 (0.240)] [data_t 0.010] [optim_t 0.212] [lr 0.000471] [CE 3.978 (4.148)] [KD 2.631 (2.767)] 2024-10-14 15:29:12,788 - Train: 74.83% [936150/1251000] [748.3/1000.0] [batch_t 0.227 (0.253)] [data_t 0.010] [optim_t 0.217] [lr 0.000471] [CE 4.075 (4.065)] [KD 2.692 (2.733)] 2024-10-14 15:29:24,936 - Train: 74.84% [936200/1251000] [748.4/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000470] [CE 3.863 (4.084)] [KD 2.669 (2.734)] 2024-10-14 15:29:37,207 - Train: 74.84% [936250/1251000] [748.4/1000.0] [batch_t 0.249 (0.245)] [data_t 0.011] [optim_t 0.238] [lr 0.000470] [CE 4.429 (4.074)] [KD 2.993 (2.741)] 2024-10-14 15:29:49,575 - Train: 74.84% [936300/1251000] [748.4/1000.0] [batch_t 0.242 (0.247)] [data_t 0.010] [optim_t 0.232] [lr 0.000470] [CE 4.362 (4.058)] [KD 2.857 (2.731)] 2024-10-14 15:30:01,797 - Train: 74.85% [936350/1251000] [748.5/1000.0] [batch_t 0.268 (0.244)] [data_t 0.006] [optim_t 0.261] [lr 0.000470] [CE 4.274 (4.071)] [KD 2.815 (2.731)] 2024-10-14 15:30:14,037 - Train: 74.85% [936400/1251000] [748.5/1000.0] [batch_t 0.243 (0.245)] [data_t 0.007] [optim_t 0.236] [lr 0.000470] [CE 4.225 (4.105)] [KD 2.892 (2.756)] 2024-10-14 15:30:26,378 - Train: 74.86% [936450/1251000] [748.6/1000.0] [batch_t 0.230 (0.247)] [data_t 0.011] [optim_t 0.219] [lr 0.000470] [CE 4.312 (4.109)] [KD 3.129 (2.744)] 2024-10-14 15:30:39,136 - Train: 74.86% [936500/1251000] [748.6/1000.0] [batch_t 0.235 (0.255)] [data_t 0.010] [optim_t 0.225] [lr 0.000470] [CE 4.311 (4.099)] [KD 2.803 (2.748)] 2024-10-14 15:30:51,260 - Train: 74.86% [936550/1251000] [748.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000469] [CE 3.964 (4.070)] [KD 2.690 (2.715)] 2024-10-14 15:31:03,572 - Train: 74.87% [936600/1251000] [748.7/1000.0] [batch_t 0.245 (0.246)] [data_t 0.006] [optim_t 0.239] [lr 0.000469] [CE 3.850 (4.113)] [KD 2.750 (2.767)] 2024-10-14 15:31:15,970 - Train: 74.87% [936650/1251000] [748.7/1000.0] [batch_t 0.247 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.000469] [CE 4.241 (4.145)] [KD 2.803 (2.783)] 2024-10-14 15:31:27,789 - Train: 74.88% [936700/1251000] [748.8/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000469] [CE 3.976 (4.085)] [KD 2.689 (2.756)] 2024-10-14 15:31:40,143 - Train: 74.88% [936750/1251000] [748.8/1000.0] [batch_t 0.224 (0.247)] [data_t 0.009] [optim_t 0.215] [lr 0.000469] [CE 4.149 (4.142)] [KD 2.933 (2.749)] 2024-10-14 15:31:52,271 - Train: 74.88% [936800/1251000] [748.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.000469] [CE 4.301 (4.109)] [KD 2.971 (2.750)] 2024-10-14 15:32:05,178 - Train: 74.89% [936850/1251000] [748.9/1000.0] [batch_t 0.238 (0.258)] [data_t 0.010] [optim_t 0.228] [lr 0.000469] [CE 3.859 (4.054)] [KD 2.619 (2.718)] 2024-10-14 15:32:17,707 - Train: 74.89% [936900/1251000] [748.9/1000.0] [batch_t 0.250 (0.250)] [data_t 0.009] [optim_t 0.240] [lr 0.000469] [CE 3.808 (4.123)] [KD 2.705 (2.763)] 2024-10-14 15:32:30,283 - Train: 74.90% [936950/1251000] [749.0/1000.0] [batch_t 0.240 (0.251)] [data_t 0.007] [optim_t 0.233] [lr 0.000468] [CE 4.107 (4.099)] [KD 2.730 (2.766)] 2024-10-14 15:32:51,853 - Test (net): 100.00% [50/50] [batch_t 0.363 (0.188)] [top1_cnt 39218] [top5_cnt 47139] [top_all 50000] 2024-10-14 15:32:51,853 - net: 78.436 (94.278) 2024-10-14 15:33:01,754 - Test (net_E): 100.00% [50/50] [batch_t 0.044 (0.182)] [top1_cnt 40226] [top5_cnt 47548] [top_all 50000] 2024-10-14 15:33:01,755 - net_E: 80.452 (95.096) 2024-10-14 15:33:01,985 - Max [top1: 78.502 (epoch: 746)] [top1-ema: 80.478 (epoch: 745)] 2024-10-14 15:33:01,986 - ==> Total time: 2 days, 18:54:54 Eta: 22:25:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:33:08,075 - Train: 74.90% [937000/1251000] [749.0/1000.0] [batch_t 0.805 (0.805)] [data_t 0.584] [optim_t 0.221] [lr 0.000468] [CE 3.478 (3.478)] [KD 2.525 (2.525)] 2024-10-14 15:33:20,663 - Train: 74.90% [937050/1251000] [749.0/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000468] [CE 3.951 (4.049)] [KD 2.713 (2.688)] 2024-10-14 15:33:33,331 - Train: 74.91% [937100/1251000] [749.1/1000.0] [batch_t 0.218 (0.253)] [data_t 0.006] [optim_t 0.212] [lr 0.000468] [CE 4.061 (4.070)] [KD 2.647 (2.704)] 2024-10-14 15:33:45,275 - Train: 74.91% [937150/1251000] [749.1/1000.0] [batch_t 0.222 (0.239)] [data_t 0.007] [optim_t 0.215] [lr 0.000468] [CE 4.017 (4.089)] [KD 2.764 (2.691)] 2024-10-14 15:33:57,465 - Train: 74.92% [937200/1251000] [749.2/1000.0] [batch_t 0.216 (0.244)] [data_t 0.007] [optim_t 0.209] [lr 0.000468] [CE 3.065 (4.041)] [KD 2.214 (2.675)] 2024-10-14 15:34:09,510 - Train: 74.92% [937250/1251000] [749.2/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.000468] [CE 4.126 (4.060)] [KD 2.762 (2.699)] 2024-10-14 15:34:21,951 - Train: 74.92% [937300/1251000] [749.2/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.222] [lr 0.000467] [CE 3.694 (4.125)] [KD 2.444 (2.733)] 2024-10-14 15:34:33,948 - Train: 74.93% [937350/1251000] [749.3/1000.0] [batch_t 0.243 (0.240)] [data_t 0.010] [optim_t 0.232] [lr 0.000467] [CE 4.116 (4.078)] [KD 2.602 (2.726)] 2024-10-14 15:34:46,048 - Train: 74.93% [937400/1251000] [749.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.006] [optim_t 0.230] [lr 0.000467] [CE 3.946 (4.063)] [KD 2.741 (2.693)] 2024-10-14 15:34:57,908 - Train: 74.94% [937450/1251000] [749.4/1000.0] [batch_t 0.246 (0.237)] [data_t 0.008] [optim_t 0.238] [lr 0.000467] [CE 3.599 (4.059)] [KD 2.509 (2.721)] 2024-10-14 15:35:10,658 - Train: 74.94% [937500/1251000] [749.4/1000.0] [batch_t 0.246 (0.255)] [data_t 0.011] [optim_t 0.235] [lr 0.000467] [CE 4.407 (4.136)] [KD 2.926 (2.735)] 2024-10-14 15:35:22,755 - Train: 74.94% [937550/1251000] [749.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000467] [CE 4.679 (4.117)] [KD 3.122 (2.747)] 2024-10-14 15:35:35,001 - Train: 74.95% [937600/1251000] [749.5/1000.0] [batch_t 0.229 (0.245)] [data_t 0.006] [optim_t 0.223] [lr 0.000467] [CE 3.907 (4.089)] [KD 2.690 (2.730)] 2024-10-14 15:35:47,019 - Train: 74.95% [937650/1251000] [749.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000467] [CE 3.875 (4.097)] [KD 2.478 (2.725)] 2024-10-14 15:35:59,590 - Train: 74.96% [937700/1251000] [749.6/1000.0] [batch_t 0.243 (0.251)] [data_t 0.008] [optim_t 0.235] [lr 0.000466] [CE 4.196 (4.089)] [KD 2.662 (2.714)] 2024-10-14 15:36:11,896 - Train: 74.96% [937750/1251000] [749.6/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.000466] [CE 4.283 (4.100)] [KD 2.792 (2.723)] 2024-10-14 15:36:24,387 - Train: 74.96% [937800/1251000] [749.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.006] [optim_t 0.227] [lr 0.000466] [CE 3.967 (4.063)] [KD 2.650 (2.678)] 2024-10-14 15:36:36,823 - Train: 74.97% [937850/1251000] [749.7/1000.0] [batch_t 0.238 (0.249)] [data_t 0.006] [optim_t 0.232] [lr 0.000466] [CE 3.977 (4.049)] [KD 2.617 (2.708)] 2024-10-14 15:36:49,854 - Train: 74.97% [937900/1251000] [749.7/1000.0] [batch_t 0.240 (0.260)] [data_t 0.008] [optim_t 0.232] [lr 0.000466] [CE 4.068 (4.032)] [KD 2.772 (2.690)] 2024-10-14 15:37:02,089 - Train: 74.98% [937950/1251000] [749.8/1000.0] [batch_t 0.255 (0.245)] [data_t 0.007] [optim_t 0.248] [lr 0.000466] [CE 2.903 (4.073)] [KD 2.170 (2.708)] 2024-10-14 15:37:14,219 - Train: 74.98% [938000/1251000] [749.8/1000.0] [batch_t 0.230 (0.242)] [data_t 0.008] [optim_t 0.222] [lr 0.000466] [CE 3.650 (4.105)] [KD 2.449 (2.731)] 2024-10-14 15:37:26,447 - Train: 74.98% [938050/1251000] [749.8/1000.0] [batch_t 0.266 (0.244)] [data_t 0.010] [optim_t 0.255] [lr 0.000465] [CE 3.807 (4.105)] [KD 2.543 (2.752)] 2024-10-14 15:37:39,035 - Train: 74.99% [938100/1251000] [749.9/1000.0] [batch_t 0.225 (0.252)] [data_t 0.006] [optim_t 0.219] [lr 0.000465] [CE 3.821 (4.038)] [KD 2.612 (2.726)] 2024-10-14 15:37:51,353 - Train: 74.99% [938150/1251000] [749.9/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.000465] [CE 4.035 (4.089)] [KD 2.786 (2.742)] 2024-10-14 15:38:03,980 - Train: 75.00% [938200/1251000] [750.0/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.233] [lr 0.000465] [CE 4.189 (4.157)] [KD 2.894 (2.765)] 2024-10-14 15:38:15,651 - Train: 75.00% [938250/1251000] [750.0/1000.0] [batch_t 0.216 (0.233)] [data_t 0.007] [optim_t 0.209] [lr 0.000465] [CE 4.401 (4.126)] [KD 2.879 (2.767)] 2024-10-14 15:38:25,219 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.180)] [top1_cnt 39097] [top5_cnt 47049] [top_all 50000] 2024-10-14 15:38:25,220 - net: 78.194 (94.098) 2024-10-14 15:38:34,737 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.174)] [top1_cnt 40255] [top5_cnt 47570] [top_all 50000] 2024-10-14 15:38:34,738 - net_E: 80.510 (95.140) 2024-10-14 15:38:34,938 - Max [top1: 78.502 (epoch: 746)] [top1-ema: 80.510 (epoch: 750)] 2024-10-14 15:38:34,939 - ==> Total time: 2 days, 19:00:27 Eta: 22:20:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:39:07,553 - Train: 75.00% [938300/1251000] [750.0/1000.0] [batch_t 0.258 (0.270)] [data_t 0.007] [optim_t 0.251] [lr 0.000465] [CE 4.361 (4.132)] [KD 3.293 (2.760)] 2024-10-14 15:39:20,155 - Train: 75.01% [938350/1251000] [750.1/1000.0] [batch_t 0.247 (0.252)] [data_t 0.009] [optim_t 0.238] [lr 0.000465] [CE 3.817 (4.093)] [KD 2.617 (2.722)] 2024-10-14 15:39:32,700 - Train: 75.01% [938400/1251000] [750.1/1000.0] [batch_t 0.246 (0.251)] [data_t 0.007] [optim_t 0.239] [lr 0.000465] [CE 4.223 (4.191)] [KD 2.740 (2.754)] 2024-10-14 15:39:45,813 - Train: 75.02% [938450/1251000] [750.2/1000.0] [batch_t 0.231 (0.262)] [data_t 0.008] [optim_t 0.223] [lr 0.000464] [CE 3.501 (4.077)] [KD 2.507 (2.719)] 2024-10-14 15:39:57,632 - Train: 75.02% [938500/1251000] [750.2/1000.0] [batch_t 0.224 (0.236)] [data_t 0.008] [optim_t 0.216] [lr 0.000464] [CE 4.115 (4.065)] [KD 2.713 (2.715)] 2024-10-14 15:40:09,745 - Train: 75.02% [938550/1251000] [750.2/1000.0] [batch_t 0.218 (0.242)] [data_t 0.011] [optim_t 0.207] [lr 0.000464] [CE 4.004 (4.051)] [KD 2.614 (2.687)] 2024-10-14 15:40:22,250 - Train: 75.03% [938600/1251000] [750.3/1000.0] [batch_t 0.222 (0.250)] [data_t 0.011] [optim_t 0.211] [lr 0.000464] [CE 3.729 (4.007)] [KD 2.575 (2.643)] 2024-10-14 15:40:34,525 - Train: 75.03% [938650/1251000] [750.3/1000.0] [batch_t 0.247 (0.245)] [data_t 0.008] [optim_t 0.238] [lr 0.000464] [CE 4.252 (4.104)] [KD 2.588 (2.717)] 2024-10-14 15:40:46,791 - Train: 75.04% [938700/1251000] [750.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.000464] [CE 4.071 (4.140)] [KD 2.733 (2.739)] 2024-10-14 15:40:59,935 - Train: 75.04% [938750/1251000] [750.4/1000.0] [batch_t 0.221 (0.263)] [data_t 0.008] [optim_t 0.213] [lr 0.000464] [CE 3.943 (4.142)] [KD 2.724 (2.763)] 2024-10-14 15:41:12,014 - Train: 75.04% [938800/1251000] [750.4/1000.0] [batch_t 0.243 (0.241)] [data_t 0.007] [optim_t 0.236] [lr 0.000463] [CE 3.906 (4.130)] [KD 2.563 (2.739)] 2024-10-14 15:41:24,170 - Train: 75.05% [938850/1251000] [750.5/1000.0] [batch_t 0.262 (0.243)] [data_t 0.008] [optim_t 0.254] [lr 0.000463] [CE 4.398 (4.079)] [KD 2.828 (2.717)] 2024-10-14 15:41:37,018 - Train: 75.05% [938900/1251000] [750.5/1000.0] [batch_t 0.226 (0.257)] [data_t 0.009] [optim_t 0.217] [lr 0.000463] [CE 3.887 (4.156)] [KD 2.631 (2.758)] 2024-10-14 15:41:49,257 - Train: 75.06% [938950/1251000] [750.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.010] [optim_t 0.225] [lr 0.000463] [CE 4.265 (4.167)] [KD 2.757 (2.753)] 2024-10-14 15:42:01,779 - Train: 75.06% [939000/1251000] [750.6/1000.0] [batch_t 0.246 (0.250)] [data_t 0.010] [optim_t 0.236] [lr 0.000463] [CE 3.994 (4.050)] [KD 2.727 (2.681)] 2024-10-14 15:42:15,310 - Train: 75.06% [939050/1251000] [750.6/1000.0] [batch_t 0.269 (0.270)] [data_t 0.007] [optim_t 0.262] [lr 0.000463] [CE 4.239 (4.045)] [KD 2.666 (2.672)] 2024-10-14 15:42:27,954 - Train: 75.07% [939100/1251000] [750.7/1000.0] [batch_t 0.227 (0.253)] [data_t 0.008] [optim_t 0.219] [lr 0.000463] [CE 4.190 (4.129)] [KD 2.711 (2.725)] 2024-10-14 15:42:40,186 - Train: 75.07% [939150/1251000] [750.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000463] [CE 3.961 (4.124)] [KD 2.545 (2.731)] 2024-10-14 15:42:52,788 - Train: 75.08% [939200/1251000] [750.8/1000.0] [batch_t 0.240 (0.252)] [data_t 0.011] [optim_t 0.229] [lr 0.000462] [CE 4.038 (4.099)] [KD 2.592 (2.740)] 2024-10-14 15:43:05,381 - Train: 75.08% [939250/1251000] [750.8/1000.0] [batch_t 0.226 (0.252)] [data_t 0.010] [optim_t 0.216] [lr 0.000462] [CE 4.170 (4.081)] [KD 2.809 (2.696)] 2024-10-14 15:43:17,510 - Train: 75.08% [939300/1251000] [750.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.010] [optim_t 0.229] [lr 0.000462] [CE 4.060 (4.097)] [KD 2.881 (2.742)] 2024-10-14 15:43:30,783 - Train: 75.09% [939350/1251000] [750.9/1000.0] [batch_t 0.241 (0.265)] [data_t 0.009] [optim_t 0.232] [lr 0.000462] [CE 4.116 (4.072)] [KD 2.780 (2.702)] 2024-10-14 15:43:43,223 - Train: 75.09% [939400/1251000] [750.9/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.000462] [CE 4.229 (4.082)] [KD 2.699 (2.736)] 2024-10-14 15:43:55,606 - Train: 75.10% [939450/1251000] [751.0/1000.0] [batch_t 0.239 (0.247)] [data_t 0.008] [optim_t 0.231] [lr 0.000462] [CE 4.494 (4.098)] [KD 2.986 (2.725)] 2024-10-14 15:44:08,089 - Train: 75.10% [939500/1251000] [751.0/1000.0] [batch_t 0.221 (0.249)] [data_t 0.009] [optim_t 0.212] [lr 0.000462] [CE 3.444 (4.055)] [KD 2.496 (2.713)] 2024-10-14 15:44:17,995 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.182)] [top1_cnt 39244] [top5_cnt 47143] [top_all 50000] 2024-10-14 15:44:17,996 - net: 78.488 (94.286) 2024-10-14 15:44:28,268 - Test (net_E): 100.00% [50/50] [batch_t 0.224 (0.188)] [top1_cnt 40232] [top5_cnt 47583] [top_all 50000] 2024-10-14 15:44:28,268 - net_E: 80.464 (95.166) 2024-10-14 15:44:28,461 - Max [top1: 78.502 (epoch: 746)] [top1-ema: 80.510 (epoch: 750)] 2024-10-14 15:44:28,462 - ==> Total time: 2 days, 19:06:21 Eta: 22:14:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:44:44,918 - Train: 75.10% [939550/1251000] [751.0/1000.0] [batch_t 0.242 (0.269)] [data_t 0.008] [optim_t 0.234] [lr 0.000462] [CE 3.366 (4.026)] [KD 2.382 (2.679)] 2024-10-14 15:44:57,713 - Train: 75.11% [939600/1251000] [751.1/1000.0] [batch_t 0.241 (0.256)] [data_t 0.007] [optim_t 0.234] [lr 0.000461] [CE 4.108 (4.092)] [KD 2.569 (2.698)] 2024-10-14 15:45:10,514 - Train: 75.11% [939650/1251000] [751.1/1000.0] [batch_t 0.243 (0.256)] [data_t 0.011] [optim_t 0.232] [lr 0.000461] [CE 3.889 (4.057)] [KD 2.508 (2.716)] 2024-10-14 15:45:22,819 - Train: 75.12% [939700/1251000] [751.2/1000.0] [batch_t 0.246 (0.246)] [data_t 0.007] [optim_t 0.239] [lr 0.000461] [CE 4.266 (4.063)] [KD 2.565 (2.668)] 2024-10-14 15:45:34,830 - Train: 75.12% [939750/1251000] [751.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000461] [CE 3.902 (4.109)] [KD 2.538 (2.690)] 2024-10-14 15:45:47,796 - Train: 75.12% [939800/1251000] [751.2/1000.0] [batch_t 0.235 (0.259)] [data_t 0.009] [optim_t 0.226] [lr 0.000461] [CE 4.345 (4.073)] [KD 2.891 (2.687)] 2024-10-14 15:46:00,434 - Train: 75.13% [939850/1251000] [751.3/1000.0] [batch_t 0.230 (0.253)] [data_t 0.008] [optim_t 0.222] [lr 0.000461] [CE 4.234 (4.098)] [KD 2.697 (2.725)] 2024-10-14 15:46:12,440 - Train: 75.13% [939900/1251000] [751.3/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000461] [CE 4.074 (4.044)] [KD 2.631 (2.680)] 2024-10-14 15:46:24,604 - Train: 75.14% [939950/1251000] [751.4/1000.0] [batch_t 0.242 (0.243)] [data_t 0.011] [optim_t 0.232] [lr 0.000460] [CE 4.104 (4.165)] [KD 2.805 (2.759)] 2024-10-14 15:46:37,302 - Train: 75.14% [940000/1251000] [751.4/1000.0] [batch_t 0.241 (0.254)] [data_t 0.008] [optim_t 0.233] [lr 0.000460] [CE 3.780 (4.107)] [KD 2.621 (2.760)] 2024-10-14 15:46:49,663 - Train: 75.14% [940050/1251000] [751.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000460] [CE 4.106 (4.114)] [KD 2.795 (2.744)] 2024-10-14 15:47:01,975 - Train: 75.15% [940100/1251000] [751.5/1000.0] [batch_t 0.252 (0.246)] [data_t 0.007] [optim_t 0.245] [lr 0.000460] [CE 4.071 (4.003)] [KD 2.701 (2.657)] 2024-10-14 15:47:14,247 - Train: 75.15% [940150/1251000] [751.5/1000.0] [batch_t 0.247 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.000460] [CE 4.404 (4.068)] [KD 2.939 (2.712)] 2024-10-14 15:47:26,534 - Train: 75.16% [940200/1251000] [751.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.010] [optim_t 0.227] [lr 0.000460] [CE 3.654 (4.094)] [KD 2.511 (2.728)] 2024-10-14 15:47:38,858 - Train: 75.16% [940250/1251000] [751.6/1000.0] [batch_t 0.251 (0.246)] [data_t 0.010] [optim_t 0.242] [lr 0.000460] [CE 4.181 (4.025)] [KD 2.691 (2.673)] 2024-10-14 15:47:51,073 - Train: 75.16% [940300/1251000] [751.6/1000.0] [batch_t 0.246 (0.244)] [data_t 0.006] [optim_t 0.240] [lr 0.000460] [CE 4.525 (4.157)] [KD 2.932 (2.765)] 2024-10-14 15:48:02,784 - Train: 75.17% [940350/1251000] [751.7/1000.0] [batch_t 0.247 (0.234)] [data_t 0.013] [optim_t 0.234] [lr 0.000459] [CE 4.079 (4.069)] [KD 2.721 (2.714)] 2024-10-14 15:48:15,729 - Train: 75.17% [940400/1251000] [751.7/1000.0] [batch_t 0.232 (0.259)] [data_t 0.007] [optim_t 0.225] [lr 0.000459] [CE 4.382 (4.192)] [KD 2.936 (2.790)] 2024-10-14 15:48:28,257 - Train: 75.18% [940450/1251000] [751.8/1000.0] [batch_t 0.231 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000459] [CE 3.709 (4.056)] [KD 2.545 (2.715)] 2024-10-14 15:48:40,356 - Train: 75.18% [940500/1251000] [751.8/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.000459] [CE 4.169 (4.144)] [KD 2.860 (2.791)] 2024-10-14 15:48:52,528 - Train: 75.18% [940550/1251000] [751.8/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.000459] [CE 3.842 (4.059)] [KD 2.649 (2.702)] 2024-10-14 15:49:05,392 - Train: 75.19% [940600/1251000] [751.9/1000.0] [batch_t 0.240 (0.257)] [data_t 0.007] [optim_t 0.233] [lr 0.000459] [CE 3.699 (4.074)] [KD 2.606 (2.732)] 2024-10-14 15:49:17,555 - Train: 75.19% [940650/1251000] [751.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.000459] [CE 3.784 (4.061)] [KD 2.502 (2.699)] 2024-10-14 15:49:29,918 - Train: 75.20% [940700/1251000] [752.0/1000.0] [batch_t 0.233 (0.247)] [data_t 0.011] [optim_t 0.223] [lr 0.000459] [CE 4.197 (4.081)] [KD 2.935 (2.703)] 2024-10-14 15:49:42,133 - Train: 75.20% [940750/1251000] [752.0/1000.0] [batch_t 0.216 (0.244)] [data_t 0.008] [optim_t 0.209] [lr 0.000458] [CE 4.549 (4.105)] [KD 2.854 (2.715)] 2024-10-14 15:49:52,178 - Test (net): 100.00% [50/50] [batch_t 0.137 (0.180)] [top1_cnt 39287] [top5_cnt 47121] [top_all 50000] 2024-10-14 15:49:52,178 - net: 78.574 (94.242) 2024-10-14 15:50:01,298 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.166)] [top1_cnt 40229] [top5_cnt 47574] [top_all 50000] 2024-10-14 15:50:01,300 - net_E: 80.458 (95.148) 2024-10-14 15:50:01,539 - Max [top1: 78.574 (epoch: 752)] [top1-ema: 80.510 (epoch: 750)] 2024-10-14 15:50:01,540 - ==> Total time: 2 days, 19:11:54 Eta: 22:09:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:50:28,904 - Train: 75.20% [940800/1251000] [752.0/1000.0] [batch_t 0.229 (0.260)] [data_t 0.011] [optim_t 0.218] [lr 0.000458] [CE 4.113 (4.060)] [KD 2.890 (2.696)] 2024-10-14 15:50:41,233 - Train: 75.21% [940850/1251000] [752.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.000458] [CE 4.090 (4.034)] [KD 2.686 (2.669)] 2024-10-14 15:50:54,054 - Train: 75.21% [940900/1251000] [752.1/1000.0] [batch_t 0.247 (0.256)] [data_t 0.007] [optim_t 0.239] [lr 0.000458] [CE 4.336 (4.027)] [KD 2.847 (2.707)] 2024-10-14 15:51:06,637 - Train: 75.22% [940950/1251000] [752.2/1000.0] [batch_t 0.246 (0.251)] [data_t 0.010] [optim_t 0.236] [lr 0.000458] [CE 3.859 (4.033)] [KD 2.778 (2.669)] 2024-10-14 15:51:18,743 - Train: 75.22% [941000/1251000] [752.2/1000.0] [batch_t 0.253 (0.242)] [data_t 0.007] [optim_t 0.246] [lr 0.000458] [CE 4.278 (4.010)] [KD 2.909 (2.664)] 2024-10-14 15:51:31,160 - Train: 75.22% [941050/1251000] [752.2/1000.0] [batch_t 0.261 (0.248)] [data_t 0.010] [optim_t 0.251] [lr 0.000458] [CE 4.573 (4.088)] [KD 2.908 (2.681)] 2024-10-14 15:51:43,854 - Train: 75.23% [941100/1251000] [752.3/1000.0] [batch_t 0.244 (0.254)] [data_t 0.008] [optim_t 0.235] [lr 0.000457] [CE 4.227 (4.074)] [KD 2.934 (2.720)] 2024-10-14 15:51:57,032 - Train: 75.23% [941150/1251000] [752.3/1000.0] [batch_t 0.249 (0.263)] [data_t 0.007] [optim_t 0.242] [lr 0.000457] [CE 3.602 (4.013)] [KD 2.456 (2.696)] 2024-10-14 15:52:09,458 - Train: 75.24% [941200/1251000] [752.4/1000.0] [batch_t 0.244 (0.248)] [data_t 0.009] [optim_t 0.235] [lr 0.000457] [CE 4.146 (4.169)] [KD 2.781 (2.733)] 2024-10-14 15:52:21,886 - Train: 75.24% [941250/1251000] [752.4/1000.0] [batch_t 0.259 (0.248)] [data_t 0.009] [optim_t 0.250] [lr 0.000457] [CE 4.104 (4.092)] [KD 2.893 (2.704)] 2024-10-14 15:52:34,027 - Train: 75.24% [941300/1251000] [752.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000457] [CE 4.493 (4.078)] [KD 3.032 (2.720)] 2024-10-14 15:52:46,756 - Train: 75.25% [941350/1251000] [752.5/1000.0] [batch_t 0.245 (0.254)] [data_t 0.010] [optim_t 0.235] [lr 0.000457] [CE 4.112 (4.047)] [KD 2.678 (2.684)] 2024-10-14 15:52:58,937 - Train: 75.25% [941400/1251000] [752.5/1000.0] [batch_t 0.251 (0.243)] [data_t 0.007] [optim_t 0.244] [lr 0.000457] [CE 4.672 (4.045)] [KD 2.987 (2.673)] 2024-10-14 15:53:11,692 - Train: 75.26% [941450/1251000] [752.6/1000.0] [batch_t 0.254 (0.255)] [data_t 0.007] [optim_t 0.247] [lr 0.000457] [CE 4.053 (4.099)] [KD 2.573 (2.700)] 2024-10-14 15:53:24,122 - Train: 75.26% [941500/1251000] [752.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.007] [optim_t 0.228] [lr 0.000456] [CE 3.695 (4.140)] [KD 2.761 (2.750)] 2024-10-14 15:53:36,875 - Train: 75.26% [941550/1251000] [752.6/1000.0] [batch_t 0.241 (0.255)] [data_t 0.007] [optim_t 0.234] [lr 0.000456] [CE 4.421 (4.093)] [KD 2.744 (2.729)] 2024-10-14 15:53:49,156 - Train: 75.27% [941600/1251000] [752.7/1000.0] [batch_t 0.258 (0.245)] [data_t 0.007] [optim_t 0.252] [lr 0.000456] [CE 4.382 (4.103)] [KD 2.808 (2.711)] 2024-10-14 15:54:01,415 - Train: 75.27% [941650/1251000] [752.7/1000.0] [batch_t 0.248 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.000456] [CE 4.314 (4.000)] [KD 2.912 (2.676)] 2024-10-14 15:54:14,057 - Train: 75.28% [941700/1251000] [752.8/1000.0] [batch_t 0.245 (0.253)] [data_t 0.007] [optim_t 0.239] [lr 0.000456] [CE 4.103 (4.038)] [KD 2.579 (2.697)] 2024-10-14 15:54:26,753 - Train: 75.28% [941750/1251000] [752.8/1000.0] [batch_t 0.239 (0.254)] [data_t 0.010] [optim_t 0.229] [lr 0.000456] [CE 3.641 (4.045)] [KD 2.555 (2.698)] 2024-10-14 15:54:39,639 - Train: 75.28% [941800/1251000] [752.8/1000.0] [batch_t 0.238 (0.258)] [data_t 0.009] [optim_t 0.230] [lr 0.000456] [CE 3.899 (4.127)] [KD 2.559 (2.758)] 2024-10-14 15:54:51,662 - Train: 75.29% [941850/1251000] [752.9/1000.0] [batch_t 0.258 (0.240)] [data_t 0.006] [optim_t 0.252] [lr 0.000455] [CE 4.300 (4.103)] [KD 2.669 (2.746)] 2024-10-14 15:55:04,035 - Train: 75.29% [941900/1251000] [752.9/1000.0] [batch_t 0.257 (0.247)] [data_t 0.008] [optim_t 0.249] [lr 0.000455] [CE 4.176 (4.042)] [KD 2.734 (2.708)] 2024-10-14 15:55:16,695 - Train: 75.30% [941950/1251000] [753.0/1000.0] [batch_t 0.237 (0.253)] [data_t 0.006] [optim_t 0.231] [lr 0.000455] [CE 4.426 (4.128)] [KD 2.917 (2.738)] 2024-10-14 15:55:28,659 - Train: 75.30% [942000/1251000] [753.0/1000.0] [batch_t 0.203 (0.239)] [data_t 0.008] [optim_t 0.195] [lr 0.000455] [CE 4.200 (4.107)] [KD 2.768 (2.739)] 2024-10-14 15:55:38,322 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 39073] [top5_cnt 47089] [top_all 50000] 2024-10-14 15:55:38,323 - net: 78.146 (94.178) 2024-10-14 15:55:47,918 - Test (net_E): 100.00% [50/50] [batch_t 0.105 (0.176)] [top1_cnt 40201] [top5_cnt 47562] [top_all 50000] 2024-10-14 15:55:47,919 - net_E: 80.402 (95.124) 2024-10-14 15:55:48,185 - Max [top1: 78.574 (epoch: 752)] [top1-ema: 80.510 (epoch: 750)] 2024-10-14 15:55:48,186 - ==> Total time: 2 days, 19:17:40 Eta: 22:04:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 15:56:03,340 - Train: 75.30% [942050/1251000] [753.0/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000455] [CE 3.943 (4.087)] [KD 2.566 (2.740)] 2024-10-14 15:56:15,959 - Train: 75.31% [942100/1251000] [753.1/1000.0] [batch_t 0.240 (0.252)] [data_t 0.007] [optim_t 0.234] [lr 0.000455] [CE 4.144 (4.081)] [KD 2.784 (2.712)] 2024-10-14 15:56:28,346 - Train: 75.31% [942150/1251000] [753.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000455] [CE 3.928 (4.059)] [KD 2.591 (2.694)] 2024-10-14 15:56:40,201 - Train: 75.32% [942200/1251000] [753.2/1000.0] [batch_t 0.247 (0.237)] [data_t 0.007] [optim_t 0.240] [lr 0.000455] [CE 4.208 (4.056)] [KD 2.745 (2.700)] 2024-10-14 15:56:52,658 - Train: 75.32% [942250/1251000] [753.2/1000.0] [batch_t 0.220 (0.249)] [data_t 0.007] [optim_t 0.213] [lr 0.000454] [CE 3.694 (4.111)] [KD 2.560 (2.747)] 2024-10-14 15:57:05,240 - Train: 75.32% [942300/1251000] [753.2/1000.0] [batch_t 0.244 (0.251)] [data_t 0.008] [optim_t 0.236] [lr 0.000454] [CE 4.206 (4.111)] [KD 2.781 (2.706)] 2024-10-14 15:57:17,556 - Train: 75.33% [942350/1251000] [753.3/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000454] [CE 3.830 (4.067)] [KD 2.552 (2.688)] 2024-10-14 15:57:29,710 - Train: 75.33% [942400/1251000] [753.3/1000.0] [batch_t 0.228 (0.243)] [data_t 0.010] [optim_t 0.218] [lr 0.000454] [CE 3.883 (4.128)] [KD 2.707 (2.697)] 2024-10-14 15:57:41,816 - Train: 75.34% [942450/1251000] [753.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000454] [CE 4.040 (4.017)] [KD 2.748 (2.640)] 2024-10-14 15:57:54,073 - Train: 75.34% [942500/1251000] [753.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.000454] [CE 4.144 (4.082)] [KD 2.837 (2.702)] 2024-10-14 15:58:06,974 - Train: 75.34% [942550/1251000] [753.4/1000.0] [batch_t 0.240 (0.258)] [data_t 0.009] [optim_t 0.231] [lr 0.000454] [CE 4.262 (4.095)] [KD 2.871 (2.711)] 2024-10-14 15:58:19,320 - Train: 75.35% [942600/1251000] [753.5/1000.0] [batch_t 0.253 (0.247)] [data_t 0.009] [optim_t 0.244] [lr 0.000454] [CE 4.312 (4.124)] [KD 2.758 (2.742)] 2024-10-14 15:58:31,221 - Train: 75.35% [942650/1251000] [753.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.006] [optim_t 0.230] [lr 0.000453] [CE 3.958 (4.038)] [KD 2.513 (2.674)] 2024-10-14 15:58:43,790 - Train: 75.36% [942700/1251000] [753.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000453] [CE 4.189 (4.139)] [KD 2.598 (2.711)] 2024-10-14 15:58:56,094 - Train: 75.36% [942750/1251000] [753.6/1000.0] [batch_t 0.239 (0.246)] [data_t 0.010] [optim_t 0.229] [lr 0.000453] [CE 4.254 (4.157)] [KD 2.918 (2.743)] 2024-10-14 15:59:08,251 - Train: 75.36% [942800/1251000] [753.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000453] [CE 4.060 (4.073)] [KD 2.541 (2.691)] 2024-10-14 15:59:20,956 - Train: 75.37% [942850/1251000] [753.7/1000.0] [batch_t 0.242 (0.254)] [data_t 0.008] [optim_t 0.235] [lr 0.000453] [CE 4.100 (4.123)] [KD 2.840 (2.732)] 2024-10-14 15:59:33,856 - Train: 75.37% [942900/1251000] [753.7/1000.0] [batch_t 0.245 (0.258)] [data_t 0.010] [optim_t 0.235] [lr 0.000453] [CE 4.295 (4.015)] [KD 2.841 (2.705)] 2024-10-14 15:59:45,985 - Train: 75.38% [942950/1251000] [753.8/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.000453] [CE 4.249 (4.070)] [KD 2.994 (2.687)] 2024-10-14 15:59:57,991 - Train: 75.38% [943000/1251000] [753.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000452] [CE 4.139 (4.099)] [KD 2.829 (2.680)] 2024-10-14 16:00:10,342 - Train: 75.38% [943050/1251000] [753.8/1000.0] [batch_t 0.235 (0.247)] [data_t 0.010] [optim_t 0.225] [lr 0.000452] [CE 3.901 (4.022)] [KD 2.732 (2.672)] 2024-10-14 16:00:22,763 - Train: 75.39% [943100/1251000] [753.9/1000.0] [batch_t 0.224 (0.248)] [data_t 0.008] [optim_t 0.216] [lr 0.000452] [CE 3.992 (4.093)] [KD 2.551 (2.722)] 2024-10-14 16:00:35,457 - Train: 75.39% [943150/1251000] [753.9/1000.0] [batch_t 0.241 (0.254)] [data_t 0.009] [optim_t 0.232] [lr 0.000452] [CE 3.629 (4.047)] [KD 2.553 (2.710)] 2024-10-14 16:00:48,174 - Train: 75.40% [943200/1251000] [754.0/1000.0] [batch_t 0.237 (0.254)] [data_t 0.011] [optim_t 0.226] [lr 0.000452] [CE 4.116 (4.101)] [KD 2.717 (2.722)] 2024-10-14 16:00:59,999 - Train: 75.40% [943250/1251000] [754.0/1000.0] [batch_t 0.213 (0.236)] [data_t 0.006] [optim_t 0.207] [lr 0.000452] [CE 4.263 (4.148)] [KD 2.753 (2.738)] 2024-10-14 16:01:11,326 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.197)] [top1_cnt 39313] [top5_cnt 47127] [top_all 50000] 2024-10-14 16:01:11,326 - net: 78.626 (94.254) 2024-10-14 16:01:21,763 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.192)] [top1_cnt 40244] [top5_cnt 47570] [top_all 50000] 2024-10-14 16:01:21,766 - net_E: 80.488 (95.140) 2024-10-14 16:01:22,001 - Max [top1: 78.626 (epoch: 754)] [top1-ema: 80.510 (epoch: 750)] 2024-10-14 16:01:22,001 - ==> Total time: 2 days, 19:23:14 Eta: 21:59:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:01:47,239 - Train: 75.40% [943300/1251000] [754.0/1000.0] [batch_t 0.264 (0.268)] [data_t 0.009] [optim_t 0.255] [lr 0.000452] [CE 3.693 (4.094)] [KD 2.373 (2.677)] 2024-10-14 16:02:00,098 - Train: 75.41% [943350/1251000] [754.1/1000.0] [batch_t 0.236 (0.257)] [data_t 0.007] [optim_t 0.229] [lr 0.000452] [CE 4.155 (4.040)] [KD 2.726 (2.651)] 2024-10-14 16:02:12,838 - Train: 75.41% [943400/1251000] [754.1/1000.0] [batch_t 0.240 (0.255)] [data_t 0.008] [optim_t 0.231] [lr 0.000451] [CE 3.928 (4.102)] [KD 2.497 (2.689)] 2024-10-14 16:02:25,279 - Train: 75.42% [943450/1251000] [754.2/1000.0] [batch_t 0.252 (0.249)] [data_t 0.010] [optim_t 0.242] [lr 0.000451] [CE 4.058 (3.978)] [KD 2.707 (2.638)] 2024-10-14 16:02:37,748 - Train: 75.42% [943500/1251000] [754.2/1000.0] [batch_t 0.246 (0.249)] [data_t 0.007] [optim_t 0.239] [lr 0.000451] [CE 3.701 (4.045)] [KD 2.654 (2.683)] 2024-10-14 16:02:50,366 - Train: 75.42% [943550/1251000] [754.2/1000.0] [batch_t 0.221 (0.252)] [data_t 0.008] [optim_t 0.214] [lr 0.000451] [CE 4.023 (4.117)] [KD 2.730 (2.733)] 2024-10-14 16:03:02,452 - Train: 75.43% [943600/1251000] [754.3/1000.0] [batch_t 0.243 (0.242)] [data_t 0.010] [optim_t 0.233] [lr 0.000451] [CE 3.963 (4.115)] [KD 2.532 (2.725)] 2024-10-14 16:03:14,793 - Train: 75.43% [943650/1251000] [754.3/1000.0] [batch_t 0.223 (0.247)] [data_t 0.008] [optim_t 0.215] [lr 0.000451] [CE 4.446 (4.083)] [KD 2.689 (2.690)] 2024-10-14 16:03:27,227 - Train: 75.44% [943700/1251000] [754.4/1000.0] [batch_t 0.247 (0.248)] [data_t 0.006] [optim_t 0.240] [lr 0.000451] [CE 4.010 (4.108)] [KD 2.725 (2.712)] 2024-10-14 16:03:39,419 - Train: 75.44% [943750/1251000] [754.4/1000.0] [batch_t 0.220 (0.244)] [data_t 0.007] [optim_t 0.213] [lr 0.000451] [CE 3.458 (4.078)] [KD 2.464 (2.715)] 2024-10-14 16:03:51,802 - Train: 75.44% [943800/1251000] [754.4/1000.0] [batch_t 0.228 (0.247)] [data_t 0.008] [optim_t 0.220] [lr 0.000450] [CE 4.708 (4.117)] [KD 3.155 (2.724)] 2024-10-14 16:04:03,800 - Train: 75.45% [943850/1251000] [754.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.008] [optim_t 0.223] [lr 0.000450] [CE 3.824 (4.151)] [KD 2.433 (2.720)] 2024-10-14 16:04:15,685 - Train: 75.45% [943900/1251000] [754.5/1000.0] [batch_t 0.231 (0.237)] [data_t 0.007] [optim_t 0.225] [lr 0.000450] [CE 4.185 (4.077)] [KD 2.831 (2.696)] 2024-10-14 16:04:28,347 - Train: 75.46% [943950/1251000] [754.6/1000.0] [batch_t 0.236 (0.253)] [data_t 0.007] [optim_t 0.229] [lr 0.000450] [CE 3.875 (4.117)] [KD 2.619 (2.746)] 2024-10-14 16:04:40,547 - Train: 75.46% [944000/1251000] [754.6/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.000450] [CE 4.285 (4.086)] [KD 2.767 (2.697)] 2024-10-14 16:04:52,693 - Train: 75.46% [944050/1251000] [754.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000450] [CE 4.488 (4.160)] [KD 2.966 (2.748)] 2024-10-14 16:05:04,528 - Train: 75.47% [944100/1251000] [754.7/1000.0] [batch_t 0.226 (0.237)] [data_t 0.008] [optim_t 0.218] [lr 0.000450] [CE 4.246 (4.168)] [KD 2.805 (2.741)] 2024-10-14 16:05:16,987 - Train: 75.47% [944150/1251000] [754.7/1000.0] [batch_t 0.551 (0.249)] [data_t 0.009] [optim_t 0.542] [lr 0.000450] [CE 4.412 (4.106)] [KD 2.756 (2.727)] 2024-10-14 16:05:28,833 - Train: 75.48% [944200/1251000] [754.8/1000.0] [batch_t 0.238 (0.237)] [data_t 0.008] [optim_t 0.230] [lr 0.000449] [CE 4.427 (4.061)] [KD 2.972 (2.697)] 2024-10-14 16:05:41,154 - Train: 75.48% [944250/1251000] [754.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.000449] [CE 3.677 (4.043)] [KD 2.611 (2.668)] 2024-10-14 16:05:53,255 - Train: 75.48% [944300/1251000] [754.8/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.000449] [CE 3.739 (4.104)] [KD 2.631 (2.690)] 2024-10-14 16:06:05,709 - Train: 75.49% [944350/1251000] [754.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.226] [lr 0.000449] [CE 4.207 (4.079)] [KD 2.935 (2.719)] 2024-10-14 16:06:17,885 - Train: 75.49% [944400/1251000] [754.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.227] [lr 0.000449] [CE 4.177 (4.072)] [KD 2.765 (2.682)] 2024-10-14 16:06:30,162 - Train: 75.50% [944450/1251000] [755.0/1000.0] [batch_t 0.231 (0.245)] [data_t 0.010] [optim_t 0.221] [lr 0.000449] [CE 4.002 (4.044)] [KD 2.833 (2.677)] 2024-10-14 16:06:42,001 - Train: 75.50% [944500/1251000] [755.0/1000.0] [batch_t 0.208 (0.237)] [data_t 0.009] [optim_t 0.200] [lr 0.000449] [CE 4.292 (4.119)] [KD 2.749 (2.741)] 2024-10-14 16:06:53,346 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.193)] [top1_cnt 39205] [top5_cnt 47157] [top_all 50000] 2024-10-14 16:06:53,347 - net: 78.410 (94.314) 2024-10-14 16:07:02,723 - Test (net_E): 100.00% [50/50] [batch_t 0.507 (0.169)] [top1_cnt 40242] [top5_cnt 47575] [top_all 50000] 2024-10-14 16:07:02,724 - net_E: 80.484 (95.150) 2024-10-14 16:07:02,959 - Max [top1: 78.626 (epoch: 754)] [top1-ema: 80.510 (epoch: 750)] 2024-10-14 16:07:02,960 - ==> Total time: 2 days, 19:28:55 Eta: 21:53:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:07:19,631 - Train: 75.50% [944550/1251000] [755.0/1000.0] [batch_t 0.247 (0.267)] [data_t 0.010] [optim_t 0.238] [lr 0.000448] [CE 4.197 (4.110)] [KD 2.730 (2.698)] 2024-10-14 16:07:32,515 - Train: 75.51% [944600/1251000] [755.1/1000.0] [batch_t 0.243 (0.257)] [data_t 0.008] [optim_t 0.235] [lr 0.000448] [CE 4.351 (4.080)] [KD 2.724 (2.676)] 2024-10-14 16:07:44,740 - Train: 75.51% [944650/1251000] [755.1/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.000448] [CE 4.246 (4.028)] [KD 2.726 (2.661)] 2024-10-14 16:07:56,777 - Train: 75.52% [944700/1251000] [755.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.007] [optim_t 0.231] [lr 0.000448] [CE 4.085 (4.201)] [KD 2.872 (2.758)] 2024-10-14 16:08:09,036 - Train: 75.52% [944750/1251000] [755.2/1000.0] [batch_t 0.222 (0.245)] [data_t 0.010] [optim_t 0.213] [lr 0.000448] [CE 3.441 (4.111)] [KD 2.521 (2.715)] 2024-10-14 16:08:21,484 - Train: 75.52% [944800/1251000] [755.2/1000.0] [batch_t 0.225 (0.249)] [data_t 0.010] [optim_t 0.215] [lr 0.000448] [CE 4.689 (4.064)] [KD 3.028 (2.665)] 2024-10-14 16:08:33,649 - Train: 75.53% [944850/1251000] [755.3/1000.0] [batch_t 0.249 (0.243)] [data_t 0.011] [optim_t 0.237] [lr 0.000448] [CE 3.790 (4.111)] [KD 2.534 (2.701)] 2024-10-14 16:08:45,945 - Train: 75.53% [944900/1251000] [755.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.011] [optim_t 0.228] [lr 0.000448] [CE 3.807 (4.002)] [KD 2.568 (2.645)] 2024-10-14 16:08:58,072 - Train: 75.54% [944950/1251000] [755.4/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.000447] [CE 3.979 (3.993)] [KD 2.551 (2.643)] 2024-10-14 16:09:11,041 - Train: 75.54% [945000/1251000] [755.4/1000.0] [batch_t 0.233 (0.259)] [data_t 0.007] [optim_t 0.225] [lr 0.000447] [CE 4.675 (4.046)] [KD 2.980 (2.682)] 2024-10-14 16:09:22,814 - Train: 75.54% [945050/1251000] [755.4/1000.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000447] [CE 3.206 (4.069)] [KD 2.275 (2.688)] 2024-10-14 16:09:34,715 - Train: 75.55% [945100/1251000] [755.5/1000.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.213] [lr 0.000447] [CE 4.201 (4.110)] [KD 2.833 (2.687)] 2024-10-14 16:09:47,008 - Train: 75.55% [945150/1251000] [755.5/1000.0] [batch_t 0.235 (0.246)] [data_t 0.011] [optim_t 0.224] [lr 0.000447] [CE 4.128 (4.081)] [KD 2.655 (2.696)] 2024-10-14 16:09:59,359 - Train: 75.56% [945200/1251000] [755.6/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000447] [CE 4.209 (4.115)] [KD 2.680 (2.709)] 2024-10-14 16:10:11,544 - Train: 75.56% [945250/1251000] [755.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000447] [CE 3.999 (3.982)] [KD 2.569 (2.635)] 2024-10-14 16:10:23,919 - Train: 75.56% [945300/1251000] [755.6/1000.0] [batch_t 0.237 (0.247)] [data_t 0.008] [optim_t 0.229] [lr 0.000447] [CE 3.384 (4.086)] [KD 2.232 (2.710)] 2024-10-14 16:10:35,965 - Train: 75.57% [945350/1251000] [755.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.000446] [CE 3.527 (4.006)] [KD 2.449 (2.677)] 2024-10-14 16:10:48,541 - Train: 75.57% [945400/1251000] [755.7/1000.0] [batch_t 0.224 (0.251)] [data_t 0.007] [optim_t 0.217] [lr 0.000446] [CE 4.300 (4.049)] [KD 2.689 (2.689)] 2024-10-14 16:11:01,041 - Train: 75.58% [945450/1251000] [755.8/1000.0] [batch_t 0.236 (0.250)] [data_t 0.010] [optim_t 0.226] [lr 0.000446] [CE 3.733 (4.083)] [KD 2.498 (2.706)] 2024-10-14 16:11:12,944 - Train: 75.58% [945500/1251000] [755.8/1000.0] [batch_t 0.238 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.000446] [CE 3.751 (3.965)] [KD 2.483 (2.656)] 2024-10-14 16:11:25,278 - Train: 75.58% [945550/1251000] [755.8/1000.0] [batch_t 0.225 (0.246)] [data_t 0.008] [optim_t 0.217] [lr 0.000446] [CE 3.945 (3.995)] [KD 2.579 (2.666)] 2024-10-14 16:11:38,054 - Train: 75.59% [945600/1251000] [755.9/1000.0] [batch_t 0.538 (0.255)] [data_t 0.010] [optim_t 0.528] [lr 0.000446] [CE 4.066 (4.107)] [KD 2.719 (2.710)] 2024-10-14 16:11:49,720 - Train: 75.59% [945650/1251000] [755.9/1000.0] [batch_t 0.242 (0.233)] [data_t 0.010] [optim_t 0.231] [lr 0.000446] [CE 4.305 (4.058)] [KD 2.834 (2.686)] 2024-10-14 16:12:01,423 - Train: 75.60% [945700/1251000] [756.0/1000.0] [batch_t 0.257 (0.234)] [data_t 0.011] [optim_t 0.246] [lr 0.000445] [CE 3.992 (4.147)] [KD 2.774 (2.731)] 2024-10-14 16:12:14,001 - Train: 75.60% [945750/1251000] [756.0/1000.0] [batch_t 0.210 (0.251)] [data_t 0.007] [optim_t 0.202] [lr 0.000445] [CE 4.143 (4.100)] [KD 2.712 (2.697)] 2024-10-14 16:12:25,536 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.193)] [top1_cnt 39094] [top5_cnt 47093] [top_all 50000] 2024-10-14 16:12:25,537 - net: 78.188 (94.186) 2024-10-14 16:12:34,985 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 40219] [top5_cnt 47594] [top_all 50000] 2024-10-14 16:12:34,986 - net_E: 80.438 (95.188) 2024-10-14 16:12:35,228 - Max [top1: 78.626 (epoch: 754)] [top1-ema: 80.510 (epoch: 750)] 2024-10-14 16:12:35,229 - ==> Total time: 2 days, 19:34:28 Eta: 21:48:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:12:50,834 - Train: 75.60% [945800/1251000] [756.0/1000.0] [batch_t 0.233 (0.278)] [data_t 0.007] [optim_t 0.226] [lr 0.000445] [CE 4.411 (4.069)] [KD 2.748 (2.672)] 2024-10-14 16:13:03,664 - Train: 75.61% [945850/1251000] [756.1/1000.0] [batch_t 0.240 (0.256)] [data_t 0.007] [optim_t 0.232] [lr 0.000445] [CE 4.286 (4.055)] [KD 2.819 (2.692)] 2024-10-14 16:13:16,414 - Train: 75.61% [945900/1251000] [756.1/1000.0] [batch_t 0.240 (0.255)] [data_t 0.012] [optim_t 0.228] [lr 0.000445] [CE 3.950 (4.041)] [KD 2.690 (2.661)] 2024-10-14 16:13:28,988 - Train: 75.62% [945950/1251000] [756.2/1000.0] [batch_t 0.234 (0.251)] [data_t 0.008] [optim_t 0.227] [lr 0.000445] [CE 3.778 (4.070)] [KD 2.368 (2.665)] 2024-10-14 16:13:41,511 - Train: 75.62% [946000/1251000] [756.2/1000.0] [batch_t 0.248 (0.250)] [data_t 0.010] [optim_t 0.239] [lr 0.000445] [CE 4.037 (4.102)] [KD 2.697 (2.678)] 2024-10-14 16:13:54,457 - Train: 75.62% [946050/1251000] [756.2/1000.0] [batch_t 0.225 (0.259)] [data_t 0.007] [optim_t 0.218] [lr 0.000445] [CE 3.793 (4.144)] [KD 2.582 (2.721)] 2024-10-14 16:14:07,075 - Train: 75.63% [946100/1251000] [756.3/1000.0] [batch_t 0.236 (0.252)] [data_t 0.008] [optim_t 0.227] [lr 0.000444] [CE 3.782 (3.988)] [KD 2.323 (2.642)] 2024-10-14 16:14:19,195 - Train: 75.63% [946150/1251000] [756.3/1000.0] [batch_t 0.230 (0.242)] [data_t 0.010] [optim_t 0.221] [lr 0.000444] [CE 3.768 (4.051)] [KD 2.301 (2.651)] 2024-10-14 16:14:31,870 - Train: 75.64% [946200/1251000] [756.4/1000.0] [batch_t 0.245 (0.253)] [data_t 0.007] [optim_t 0.238] [lr 0.000444] [CE 4.532 (4.137)] [KD 2.736 (2.742)] 2024-10-14 16:14:44,706 - Train: 75.64% [946250/1251000] [756.4/1000.0] [batch_t 0.244 (0.257)] [data_t 0.010] [optim_t 0.234] [lr 0.000444] [CE 4.654 (4.053)] [KD 2.987 (2.688)] 2024-10-14 16:14:56,682 - Train: 75.64% [946300/1251000] [756.4/1000.0] [batch_t 0.239 (0.239)] [data_t 0.010] [optim_t 0.229] [lr 0.000444] [CE 4.016 (4.062)] [KD 2.712 (2.696)] 2024-10-14 16:15:09,542 - Train: 75.65% [946350/1251000] [756.5/1000.0] [batch_t 0.241 (0.257)] [data_t 0.007] [optim_t 0.234] [lr 0.000444] [CE 3.787 (4.052)] [KD 2.437 (2.689)] 2024-10-14 16:15:22,513 - Train: 75.65% [946400/1251000] [756.5/1000.0] [batch_t 0.222 (0.259)] [data_t 0.008] [optim_t 0.214] [lr 0.000444] [CE 4.398 (4.166)] [KD 2.812 (2.739)] 2024-10-14 16:15:34,681 - Train: 75.66% [946450/1251000] [756.6/1000.0] [batch_t 0.235 (0.243)] [data_t 0.010] [optim_t 0.225] [lr 0.000444] [CE 3.992 (4.054)] [KD 2.722 (2.693)] 2024-10-14 16:15:47,225 - Train: 75.66% [946500/1251000] [756.6/1000.0] [batch_t 0.246 (0.251)] [data_t 0.010] [optim_t 0.236] [lr 0.000443] [CE 4.210 (4.114)] [KD 2.905 (2.710)] 2024-10-14 16:15:59,702 - Train: 75.66% [946550/1251000] [756.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.000443] [CE 4.118 (4.123)] [KD 2.846 (2.718)] 2024-10-14 16:16:11,739 - Train: 75.67% [946600/1251000] [756.7/1000.0] [batch_t 0.246 (0.241)] [data_t 0.010] [optim_t 0.236] [lr 0.000443] [CE 4.150 (4.101)] [KD 2.694 (2.724)] 2024-10-14 16:16:24,415 - Train: 75.67% [946650/1251000] [756.7/1000.0] [batch_t 0.250 (0.253)] [data_t 0.006] [optim_t 0.244] [lr 0.000443] [CE 3.748 (4.104)] [KD 2.525 (2.719)] 2024-10-14 16:16:36,828 - Train: 75.68% [946700/1251000] [756.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.012] [optim_t 0.221] [lr 0.000443] [CE 3.926 (4.147)] [KD 2.371 (2.726)] 2024-10-14 16:16:49,365 - Train: 75.68% [946750/1251000] [756.8/1000.0] [batch_t 0.249 (0.251)] [data_t 0.010] [optim_t 0.239] [lr 0.000443] [CE 4.258 (4.076)] [KD 2.887 (2.711)] 2024-10-14 16:17:02,075 - Train: 75.68% [946800/1251000] [756.8/1000.0] [batch_t 0.452 (0.254)] [data_t 0.010] [optim_t 0.442] [lr 0.000443] [CE 4.385 (4.102)] [KD 2.724 (2.700)] 2024-10-14 16:17:14,292 - Train: 75.69% [946850/1251000] [756.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.010] [optim_t 0.222] [lr 0.000443] [CE 4.384 (4.123)] [KD 2.968 (2.725)] 2024-10-14 16:17:26,621 - Train: 75.69% [946900/1251000] [756.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.000442] [CE 3.597 (4.034)] [KD 2.341 (2.653)] 2024-10-14 16:17:39,269 - Train: 75.70% [946950/1251000] [757.0/1000.0] [batch_t 0.239 (0.253)] [data_t 0.008] [optim_t 0.231] [lr 0.000442] [CE 4.228 (4.070)] [KD 2.785 (2.699)] 2024-10-14 16:17:51,267 - Train: 75.70% [947000/1251000] [757.0/1000.0] [batch_t 0.213 (0.240)] [data_t 0.007] [optim_t 0.206] [lr 0.000442] [CE 3.692 (4.061)] [KD 2.400 (2.676)] 2024-10-14 16:18:02,444 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.176)] [top1_cnt 39229] [top5_cnt 47174] [top_all 50000] 2024-10-14 16:18:02,445 - net: 78.458 (94.348) 2024-10-14 16:18:12,235 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.179)] [top1_cnt 40224] [top5_cnt 47591] [top_all 50000] 2024-10-14 16:18:12,236 - net_E: 80.448 (95.182) 2024-10-14 16:18:12,448 - Max [top1: 78.626 (epoch: 754)] [top1-ema: 80.510 (epoch: 750)] 2024-10-14 16:18:12,449 - ==> Total time: 2 days, 19:40:05 Eta: 21:43:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:18:27,382 - Train: 75.70% [947050/1251000] [757.0/1000.0] [batch_t 0.239 (0.273)] [data_t 0.007] [optim_t 0.232] [lr 0.000442] [CE 3.964 (4.108)] [KD 2.459 (2.680)] 2024-10-14 16:18:40,421 - Train: 75.71% [947100/1251000] [757.1/1000.0] [batch_t 0.237 (0.260)] [data_t 0.008] [optim_t 0.229] [lr 0.000442] [CE 3.796 (4.128)] [KD 2.481 (2.714)] 2024-10-14 16:18:52,557 - Train: 75.71% [947150/1251000] [757.1/1000.0] [batch_t 0.248 (0.243)] [data_t 0.008] [optim_t 0.240] [lr 0.000442] [CE 3.900 (4.048)] [KD 2.617 (2.670)] 2024-10-14 16:19:04,972 - Train: 75.72% [947200/1251000] [757.2/1000.0] [batch_t 0.249 (0.248)] [data_t 0.008] [optim_t 0.241] [lr 0.000442] [CE 4.150 (4.122)] [KD 2.731 (2.700)] 2024-10-14 16:19:17,638 - Train: 75.72% [947250/1251000] [757.2/1000.0] [batch_t 0.230 (0.253)] [data_t 0.010] [optim_t 0.220] [lr 0.000441] [CE 3.995 (4.113)] [KD 2.645 (2.678)] 2024-10-14 16:19:29,805 - Train: 75.72% [947300/1251000] [757.2/1000.0] [batch_t 0.240 (0.243)] [data_t 0.008] [optim_t 0.232] [lr 0.000441] [CE 4.501 (4.039)] [KD 2.800 (2.625)] 2024-10-14 16:19:42,502 - Train: 75.73% [947350/1251000] [757.3/1000.0] [batch_t 0.272 (0.254)] [data_t 0.008] [optim_t 0.264] [lr 0.000441] [CE 4.168 (4.111)] [KD 2.850 (2.728)] 2024-10-14 16:19:55,270 - Train: 75.73% [947400/1251000] [757.3/1000.0] [batch_t 0.238 (0.255)] [data_t 0.008] [optim_t 0.230] [lr 0.000441] [CE 4.170 (4.082)] [KD 2.789 (2.698)] 2024-10-14 16:20:07,493 - Train: 75.74% [947450/1251000] [757.4/1000.0] [batch_t 0.245 (0.244)] [data_t 0.011] [optim_t 0.234] [lr 0.000441] [CE 4.257 (4.090)] [KD 2.761 (2.705)] 2024-10-14 16:20:20,116 - Train: 75.74% [947500/1251000] [757.4/1000.0] [batch_t 0.219 (0.252)] [data_t 0.007] [optim_t 0.212] [lr 0.000441] [CE 3.936 (4.045)] [KD 2.647 (2.687)] 2024-10-14 16:20:32,442 - Train: 75.74% [947550/1251000] [757.4/1000.0] [batch_t 0.239 (0.246)] [data_t 0.010] [optim_t 0.229] [lr 0.000441] [CE 4.382 (4.086)] [KD 2.819 (2.719)] 2024-10-14 16:20:44,335 - Train: 75.75% [947600/1251000] [757.5/1000.0] [batch_t 0.229 (0.238)] [data_t 0.011] [optim_t 0.218] [lr 0.000441] [CE 4.016 (4.137)] [KD 2.666 (2.742)] 2024-10-14 16:20:56,909 - Train: 75.75% [947650/1251000] [757.5/1000.0] [batch_t 0.240 (0.251)] [data_t 0.006] [optim_t 0.234] [lr 0.000440] [CE 3.813 (4.107)] [KD 2.655 (2.707)] 2024-10-14 16:21:09,796 - Train: 75.76% [947700/1251000] [757.6/1000.0] [batch_t 0.238 (0.258)] [data_t 0.009] [optim_t 0.229] [lr 0.000440] [CE 4.343 (4.142)] [KD 2.766 (2.725)] 2024-10-14 16:21:21,790 - Train: 75.76% [947750/1251000] [757.6/1000.0] [batch_t 0.220 (0.240)] [data_t 0.007] [optim_t 0.213] [lr 0.000440] [CE 4.389 (4.102)] [KD 2.908 (2.720)] 2024-10-14 16:21:34,178 - Train: 75.76% [947800/1251000] [757.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000440] [CE 3.915 (4.061)] [KD 2.465 (2.674)] 2024-10-14 16:21:47,051 - Train: 75.77% [947850/1251000] [757.7/1000.0] [batch_t 0.241 (0.257)] [data_t 0.010] [optim_t 0.231] [lr 0.000440] [CE 4.547 (4.025)] [KD 2.992 (2.672)] 2024-10-14 16:21:59,110 - Train: 75.77% [947900/1251000] [757.7/1000.0] [batch_t 0.249 (0.241)] [data_t 0.011] [optim_t 0.238] [lr 0.000440] [CE 4.640 (4.198)] [KD 2.932 (2.756)] 2024-10-14 16:22:11,473 - Train: 75.78% [947950/1251000] [757.8/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.000440] [CE 3.934 (4.072)] [KD 2.650 (2.720)] 2024-10-14 16:22:23,974 - Train: 75.78% [948000/1251000] [757.8/1000.0] [batch_t 0.243 (0.250)] [data_t 0.008] [optim_t 0.235] [lr 0.000440] [CE 3.763 (4.142)] [KD 2.475 (2.737)] 2024-10-14 16:22:36,481 - Train: 75.78% [948050/1251000] [757.8/1000.0] [batch_t 0.242 (0.250)] [data_t 0.011] [optim_t 0.230] [lr 0.000439] [CE 3.976 (4.059)] [KD 2.537 (2.662)] 2024-10-14 16:22:48,965 - Train: 75.79% [948100/1251000] [757.9/1000.0] [batch_t 0.230 (0.249)] [data_t 0.012] [optim_t 0.217] [lr 0.000439] [CE 4.054 (4.043)] [KD 2.614 (2.682)] 2024-10-14 16:23:01,284 - Train: 75.79% [948150/1251000] [757.9/1000.0] [batch_t 0.221 (0.246)] [data_t 0.009] [optim_t 0.213] [lr 0.000439] [CE 3.687 (4.040)] [KD 2.425 (2.662)] 2024-10-14 16:23:13,412 - Train: 75.80% [948200/1251000] [758.0/1000.0] [batch_t 0.241 (0.242)] [data_t 0.008] [optim_t 0.233] [lr 0.000439] [CE 4.320 (4.097)] [KD 2.838 (2.722)] 2024-10-14 16:23:26,068 - Train: 75.80% [948250/1251000] [758.0/1000.0] [batch_t 0.211 (0.253)] [data_t 0.007] [optim_t 0.204] [lr 0.000439] [CE 4.176 (4.081)] [KD 2.751 (2.702)] 2024-10-14 16:23:38,345 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.199)] [top1_cnt 39276] [top5_cnt 47140] [top_all 50000] 2024-10-14 16:23:38,346 - net: 78.552 (94.280) 2024-10-14 16:23:48,335 - Test (net_E): 100.00% [50/50] [batch_t 0.118 (0.182)] [top1_cnt 40253] [top5_cnt 47582] [top_all 50000] 2024-10-14 16:23:48,336 - net_E: 80.506 (95.164) 2024-10-14 16:23:48,580 - Max [top1: 78.626 (epoch: 754)] [top1-ema: 80.510 (epoch: 750)] 2024-10-14 16:23:48,581 - ==> Total time: 2 days, 19:45:41 Eta: 21:38:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:24:02,685 - Train: 75.80% [948300/1251000] [758.0/1000.0] [batch_t 0.246 (0.266)] [data_t 0.007] [optim_t 0.239] [lr 0.000439] [CE 3.657 (4.058)] [KD 2.440 (2.639)] 2024-10-14 16:24:15,461 - Train: 75.81% [948350/1251000] [758.1/1000.0] [batch_t 0.233 (0.255)] [data_t 0.007] [optim_t 0.226] [lr 0.000439] [CE 4.230 (4.012)] [KD 2.875 (2.669)] 2024-10-14 16:24:27,908 - Train: 75.81% [948400/1251000] [758.1/1000.0] [batch_t 0.229 (0.249)] [data_t 0.008] [optim_t 0.221] [lr 0.000439] [CE 4.390 (4.085)] [KD 2.688 (2.669)] 2024-10-14 16:24:40,859 - Train: 75.82% [948450/1251000] [758.2/1000.0] [batch_t 0.233 (0.259)] [data_t 0.007] [optim_t 0.226] [lr 0.000438] [CE 3.544 (4.067)] [KD 2.362 (2.667)] 2024-10-14 16:24:53,166 - Train: 75.82% [948500/1251000] [758.2/1000.0] [batch_t 0.240 (0.246)] [data_t 0.008] [optim_t 0.231] [lr 0.000438] [CE 4.340 (4.085)] [KD 2.792 (2.672)] 2024-10-14 16:25:05,785 - Train: 75.82% [948550/1251000] [758.2/1000.0] [batch_t 0.241 (0.252)] [data_t 0.007] [optim_t 0.234] [lr 0.000438] [CE 3.922 (4.070)] [KD 2.614 (2.686)] 2024-10-14 16:25:18,437 - Train: 75.83% [948600/1251000] [758.3/1000.0] [batch_t 0.464 (0.253)] [data_t 0.008] [optim_t 0.456] [lr 0.000438] [CE 4.344 (4.105)] [KD 2.758 (2.676)] 2024-10-14 16:25:31,174 - Train: 75.83% [948650/1251000] [758.3/1000.0] [batch_t 0.249 (0.255)] [data_t 0.010] [optim_t 0.239] [lr 0.000438] [CE 4.073 (4.075)] [KD 2.716 (2.686)] 2024-10-14 16:25:43,980 - Train: 75.84% [948700/1251000] [758.4/1000.0] [batch_t 0.238 (0.256)] [data_t 0.007] [optim_t 0.232] [lr 0.000438] [CE 4.370 (4.074)] [KD 2.741 (2.684)] 2024-10-14 16:25:56,141 - Train: 75.84% [948750/1251000] [758.4/1000.0] [batch_t 0.243 (0.243)] [data_t 0.008] [optim_t 0.235] [lr 0.000438] [CE 3.929 (4.137)] [KD 2.583 (2.728)] 2024-10-14 16:26:08,604 - Train: 75.84% [948800/1251000] [758.4/1000.0] [batch_t 0.250 (0.249)] [data_t 0.007] [optim_t 0.243] [lr 0.000438] [CE 3.545 (3.989)] [KD 2.520 (2.626)] 2024-10-14 16:26:21,781 - Train: 75.85% [948850/1251000] [758.5/1000.0] [batch_t 0.246 (0.263)] [data_t 0.010] [optim_t 0.236] [lr 0.000437] [CE 4.081 (4.053)] [KD 2.562 (2.661)] 2024-10-14 16:26:34,013 - Train: 75.85% [948900/1251000] [758.5/1000.0] [batch_t 0.247 (0.244)] [data_t 0.010] [optim_t 0.237] [lr 0.000437] [CE 4.366 (4.062)] [KD 2.760 (2.658)] 2024-10-14 16:26:46,747 - Train: 75.86% [948950/1251000] [758.6/1000.0] [batch_t 0.239 (0.255)] [data_t 0.011] [optim_t 0.228] [lr 0.000437] [CE 3.932 (4.039)] [KD 2.632 (2.652)] 2024-10-14 16:26:59,380 - Train: 75.86% [949000/1251000] [758.6/1000.0] [batch_t 0.236 (0.253)] [data_t 0.007] [optim_t 0.229] [lr 0.000437] [CE 4.179 (4.008)] [KD 2.684 (2.626)] 2024-10-14 16:27:12,091 - Train: 75.86% [949050/1251000] [758.6/1000.0] [batch_t 0.235 (0.254)] [data_t 0.008] [optim_t 0.227] [lr 0.000437] [CE 4.339 (4.058)] [KD 2.800 (2.680)] 2024-10-14 16:27:24,441 - Train: 75.87% [949100/1251000] [758.7/1000.0] [batch_t 0.240 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.000437] [CE 3.848 (4.079)] [KD 2.654 (2.700)] 2024-10-14 16:27:36,926 - Train: 75.87% [949150/1251000] [758.7/1000.0] [batch_t 0.244 (0.250)] [data_t 0.008] [optim_t 0.236] [lr 0.000437] [CE 4.135 (4.057)] [KD 2.724 (2.663)] 2024-10-14 16:27:49,285 - Train: 75.88% [949200/1251000] [758.8/1000.0] [batch_t 0.245 (0.247)] [data_t 0.010] [optim_t 0.234] [lr 0.000436] [CE 4.013 (4.111)] [KD 2.590 (2.701)] 2024-10-14 16:28:02,041 - Train: 75.88% [949250/1251000] [758.8/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.232] [lr 0.000436] [CE 3.485 (4.100)] [KD 2.356 (2.707)] 2024-10-14 16:28:14,817 - Train: 75.88% [949300/1251000] [758.8/1000.0] [batch_t 0.532 (0.255)] [data_t 0.007] [optim_t 0.525] [lr 0.000436] [CE 3.820 (4.032)] [KD 2.431 (2.652)] 2024-10-14 16:28:27,197 - Train: 75.89% [949350/1251000] [758.9/1000.0] [batch_t 0.224 (0.247)] [data_t 0.007] [optim_t 0.217] [lr 0.000436] [CE 4.120 (4.127)] [KD 2.818 (2.719)] 2024-10-14 16:28:39,349 - Train: 75.89% [949400/1251000] [758.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000436] [CE 4.066 (4.004)] [KD 2.756 (2.643)] 2024-10-14 16:28:52,141 - Train: 75.90% [949450/1251000] [759.0/1000.0] [batch_t 0.428 (0.256)] [data_t 0.010] [optim_t 0.418] [lr 0.000436] [CE 3.684 (4.047)] [KD 2.558 (2.667)] 2024-10-14 16:29:04,501 - Train: 75.90% [949500/1251000] [759.0/1000.0] [batch_t 0.219 (0.247)] [data_t 0.005] [optim_t 0.213] [lr 0.000436] [CE 4.077 (4.097)] [KD 2.654 (2.733)] 2024-10-14 16:29:16,385 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.183)] [top1_cnt 39328] [top5_cnt 47185] [top_all 50000] 2024-10-14 16:29:16,386 - net: 78.656 (94.370) 2024-10-14 16:29:26,568 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.184)] [top1_cnt 40283] [top5_cnt 47611] [top_all 50000] 2024-10-14 16:29:26,568 - net_E: 80.566 (95.222) 2024-10-14 16:29:26,804 - Max [top1: 78.656 (epoch: 759)] [top1-ema: 80.566 (epoch: 759)] 2024-10-14 16:29:26,805 - ==> Total time: 2 days, 19:51:19 Eta: 21:32:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:29:55,310 - Train: 75.90% [949550/1251000] [759.0/1000.0] [batch_t 0.240 (0.260)] [data_t 0.011] [optim_t 0.229] [lr 0.000436] [CE 3.991 (4.103)] [KD 2.466 (2.665)] 2024-10-14 16:30:08,505 - Train: 75.91% [949600/1251000] [759.1/1000.0] [batch_t 0.239 (0.264)] [data_t 0.007] [optim_t 0.232] [lr 0.000435] [CE 4.739 (4.126)] [KD 2.984 (2.683)] 2024-10-14 16:30:20,938 - Train: 75.91% [949650/1251000] [759.1/1000.0] [batch_t 0.240 (0.248)] [data_t 0.008] [optim_t 0.231] [lr 0.000435] [CE 4.417 (4.066)] [KD 2.936 (2.701)] 2024-10-14 16:30:33,157 - Train: 75.92% [949700/1251000] [759.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000435] [CE 3.798 (4.075)] [KD 2.475 (2.628)] 2024-10-14 16:30:45,437 - Train: 75.92% [949750/1251000] [759.2/1000.0] [batch_t 0.489 (0.245)] [data_t 0.010] [optim_t 0.479] [lr 0.000435] [CE 3.851 (4.100)] [KD 2.583 (2.656)] 2024-10-14 16:30:58,124 - Train: 75.92% [949800/1251000] [759.2/1000.0] [batch_t 0.224 (0.254)] [data_t 0.007] [optim_t 0.217] [lr 0.000435] [CE 4.357 (4.119)] [KD 2.845 (2.682)] 2024-10-14 16:31:10,277 - Train: 75.93% [949850/1251000] [759.3/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.000435] [CE 3.934 (4.023)] [KD 2.615 (2.649)] 2024-10-14 16:31:22,376 - Train: 75.93% [949900/1251000] [759.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.006] [optim_t 0.226] [lr 0.000435] [CE 4.313 (4.020)] [KD 2.993 (2.667)] 2024-10-14 16:31:35,276 - Train: 75.94% [949950/1251000] [759.4/1000.0] [batch_t 0.267 (0.258)] [data_t 0.007] [optim_t 0.260] [lr 0.000435] [CE 4.222 (4.068)] [KD 2.906 (2.662)] 2024-10-14 16:31:47,838 - Train: 75.94% [950000/1251000] [759.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.010] [optim_t 0.225] [lr 0.000434] [CE 4.176 (3.966)] [KD 2.781 (2.638)] 2024-10-14 16:32:00,040 - Train: 75.94% [950050/1251000] [759.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.010] [optim_t 0.231] [lr 0.000434] [CE 4.149 (4.077)] [KD 2.834 (2.684)] 2024-10-14 16:32:13,488 - Train: 75.95% [950100/1251000] [759.5/1000.0] [batch_t 0.236 (0.269)] [data_t 0.009] [optim_t 0.226] [lr 0.000434] [CE 4.036 (4.049)] [KD 2.513 (2.672)] 2024-10-14 16:32:26,223 - Train: 75.95% [950150/1251000] [759.5/1000.0] [batch_t 0.243 (0.255)] [data_t 0.009] [optim_t 0.234] [lr 0.000434] [CE 3.873 (4.039)] [KD 2.651 (2.671)] 2024-10-14 16:32:38,509 - Train: 75.96% [950200/1251000] [759.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000434] [CE 4.125 (4.034)] [KD 2.660 (2.667)] 2024-10-14 16:32:51,515 - Train: 75.96% [950250/1251000] [759.6/1000.0] [batch_t 0.253 (0.260)] [data_t 0.009] [optim_t 0.244] [lr 0.000434] [CE 3.918 (4.061)] [KD 2.583 (2.639)] 2024-10-14 16:33:03,818 - Train: 75.96% [950300/1251000] [759.6/1000.0] [batch_t 0.247 (0.246)] [data_t 0.007] [optim_t 0.239] [lr 0.000434] [CE 4.077 (4.060)] [KD 2.803 (2.660)] 2024-10-14 16:33:15,994 - Train: 75.97% [950350/1251000] [759.7/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.221] [lr 0.000434] [CE 4.519 (4.174)] [KD 2.904 (2.728)] 2024-10-14 16:33:29,241 - Train: 75.97% [950400/1251000] [759.7/1000.0] [batch_t 0.260 (0.265)] [data_t 0.008] [optim_t 0.252] [lr 0.000433] [CE 3.969 (4.044)] [KD 2.606 (2.656)] 2024-10-14 16:33:42,024 - Train: 75.98% [950450/1251000] [759.8/1000.0] [batch_t 0.247 (0.255)] [data_t 0.010] [optim_t 0.237] [lr 0.000433] [CE 4.399 (4.041)] [KD 2.799 (2.672)] 2024-10-14 16:33:54,107 - Train: 75.98% [950500/1251000] [759.8/1000.0] [batch_t 0.246 (0.241)] [data_t 0.008] [optim_t 0.239] [lr 0.000433] [CE 4.534 (4.053)] [KD 2.990 (2.666)] 2024-10-14 16:34:06,968 - Train: 75.98% [950550/1251000] [759.8/1000.0] [batch_t 0.244 (0.257)] [data_t 0.010] [optim_t 0.234] [lr 0.000433] [CE 4.055 (4.029)] [KD 2.573 (2.636)] 2024-10-14 16:34:19,489 - Train: 75.99% [950600/1251000] [759.9/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000433] [CE 4.122 (4.037)] [KD 2.658 (2.658)] 2024-10-14 16:34:31,703 - Train: 75.99% [950650/1251000] [759.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.000433] [CE 4.451 (4.036)] [KD 2.853 (2.647)] 2024-10-14 16:34:44,495 - Train: 76.00% [950700/1251000] [760.0/1000.0] [batch_t 0.237 (0.256)] [data_t 0.008] [optim_t 0.229] [lr 0.000433] [CE 4.069 (4.051)] [KD 2.716 (2.674)] 2024-10-14 16:34:56,644 - Train: 76.00% [950750/1251000] [760.0/1000.0] [batch_t 0.208 (0.243)] [data_t 0.006] [optim_t 0.202] [lr 0.000433] [CE 4.370 (4.025)] [KD 2.837 (2.656)] 2024-10-14 16:35:08,111 - Test (net): 100.00% [50/50] [batch_t 0.066 (0.175)] [top1_cnt 39341] [top5_cnt 47216] [top_all 50000] 2024-10-14 16:35:08,111 - net: 78.682 (94.432) 2024-10-14 16:35:17,587 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.173)] [top1_cnt 40298] [top5_cnt 47597] [top_all 50000] 2024-10-14 16:35:17,587 - net_E: 80.596 (95.194) 2024-10-14 16:35:17,801 - Max [top1: 78.682 (epoch: 760)] [top1-ema: 80.596 (epoch: 760)] 2024-10-14 16:35:17,801 - ==> Total time: 2 days, 19:57:10 Eta: 21:27:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:35:47,431 - Train: 76.00% [950800/1251000] [760.0/1000.0] [batch_t 0.238 (0.254)] [data_t 0.007] [optim_t 0.231] [lr 0.000432] [CE 4.047 (4.095)] [KD 2.697 (2.675)] 2024-10-14 16:35:59,822 - Train: 76.01% [950850/1251000] [760.1/1000.0] [batch_t 0.250 (0.248)] [data_t 0.007] [optim_t 0.244] [lr 0.000432] [CE 4.478 (4.063)] [KD 2.870 (2.660)] 2024-10-14 16:36:12,855 - Train: 76.01% [950900/1251000] [760.1/1000.0] [batch_t 0.237 (0.260)] [data_t 0.007] [optim_t 0.230] [lr 0.000432] [CE 4.056 (4.097)] [KD 2.870 (2.677)] 2024-10-14 16:36:25,106 - Train: 76.02% [950950/1251000] [760.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.000432] [CE 4.203 (4.118)] [KD 2.768 (2.671)] 2024-10-14 16:36:37,348 - Train: 76.02% [951000/1251000] [760.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.000432] [CE 4.168 (4.101)] [KD 2.810 (2.685)] 2024-10-14 16:36:49,926 - Train: 76.02% [951050/1251000] [760.2/1000.0] [batch_t 0.236 (0.251)] [data_t 0.011] [optim_t 0.226] [lr 0.000432] [CE 3.972 (4.057)] [KD 2.562 (2.664)] 2024-10-14 16:37:02,066 - Train: 76.03% [951100/1251000] [760.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.232] [lr 0.000432] [CE 4.257 (4.135)] [KD 2.781 (2.687)] 2024-10-14 16:37:14,725 - Train: 76.03% [951150/1251000] [760.3/1000.0] [batch_t 0.240 (0.253)] [data_t 0.010] [optim_t 0.230] [lr 0.000431] [CE 4.158 (4.057)] [KD 2.756 (2.692)] 2024-10-14 16:37:26,906 - Train: 76.04% [951200/1251000] [760.4/1000.0] [batch_t 0.265 (0.243)] [data_t 0.010] [optim_t 0.255] [lr 0.000431] [CE 4.180 (4.152)] [KD 2.752 (2.695)] 2024-10-14 16:37:39,925 - Train: 76.04% [951250/1251000] [760.4/1000.0] [batch_t 0.248 (0.260)] [data_t 0.010] [optim_t 0.238] [lr 0.000431] [CE 4.223 (4.034)] [KD 2.663 (2.645)] 2024-10-14 16:37:52,239 - Train: 76.04% [951300/1251000] [760.4/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000431] [CE 4.603 (4.100)] [KD 2.799 (2.668)] 2024-10-14 16:38:04,983 - Train: 76.05% [951350/1251000] [760.5/1000.0] [batch_t 0.238 (0.255)] [data_t 0.008] [optim_t 0.230] [lr 0.000431] [CE 4.038 (4.108)] [KD 2.493 (2.697)] 2024-10-14 16:38:17,460 - Train: 76.05% [951400/1251000] [760.5/1000.0] [batch_t 0.252 (0.249)] [data_t 0.009] [optim_t 0.243] [lr 0.000431] [CE 4.270 (4.040)] [KD 2.580 (2.651)] 2024-10-14 16:38:29,953 - Train: 76.06% [951450/1251000] [760.6/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.000431] [CE 4.050 (4.120)] [KD 2.554 (2.703)] 2024-10-14 16:38:42,711 - Train: 76.06% [951500/1251000] [760.6/1000.0] [batch_t 0.236 (0.255)] [data_t 0.010] [optim_t 0.226] [lr 0.000431] [CE 3.761 (4.041)] [KD 2.510 (2.642)] 2024-10-14 16:38:55,468 - Train: 76.06% [951550/1251000] [760.6/1000.0] [batch_t 0.242 (0.255)] [data_t 0.006] [optim_t 0.237] [lr 0.000430] [CE 4.377 (4.112)] [KD 2.947 (2.710)] 2024-10-14 16:39:08,265 - Train: 76.07% [951600/1251000] [760.7/1000.0] [batch_t 0.236 (0.256)] [data_t 0.008] [optim_t 0.227] [lr 0.000430] [CE 3.991 (4.072)] [KD 2.629 (2.679)] 2024-10-14 16:39:20,684 - Train: 76.07% [951650/1251000] [760.7/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000430] [CE 4.348 (4.071)] [KD 2.940 (2.683)] 2024-10-14 16:39:32,719 - Train: 76.08% [951700/1251000] [760.8/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.000430] [CE 3.787 (4.068)] [KD 2.470 (2.695)] 2024-10-14 16:39:44,893 - Train: 76.08% [951750/1251000] [760.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.000430] [CE 4.070 (4.040)] [KD 2.579 (2.670)] 2024-10-14 16:39:57,364 - Train: 76.08% [951800/1251000] [760.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000430] [CE 4.099 (4.087)] [KD 2.836 (2.696)] 2024-10-14 16:40:09,493 - Train: 76.09% [951850/1251000] [760.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.000430] [CE 3.893 (4.144)] [KD 2.524 (2.710)] 2024-10-14 16:40:22,964 - Train: 76.09% [951900/1251000] [760.9/1000.0] [batch_t 0.223 (0.269)] [data_t 0.008] [optim_t 0.215] [lr 0.000430] [CE 3.898 (4.086)] [KD 2.690 (2.676)] 2024-10-14 16:40:35,063 - Train: 76.10% [951950/1251000] [761.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.000429] [CE 3.860 (4.081)] [KD 2.529 (2.699)] 2024-10-14 16:40:47,155 - Train: 76.10% [952000/1251000] [761.0/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.000429] [CE 3.992 (4.080)] [KD 2.575 (2.685)] 2024-10-14 16:40:58,406 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 39199] [top5_cnt 47141] [top_all 50000] 2024-10-14 16:40:58,407 - net: 78.398 (94.282) 2024-10-14 16:41:07,486 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 40319] [top5_cnt 47594] [top_all 50000] 2024-10-14 16:41:07,486 - net_E: 80.638 (95.188) 2024-10-14 16:41:07,693 - Max [top1: 78.682 (epoch: 760)] [top1-ema: 80.638 (epoch: 761)] 2024-10-14 16:41:07,694 - ==> Total time: 2 days, 20:03:00 Eta: 21:22:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:41:30,234 - Train: 76.10% [952050/1251000] [761.0/1000.0] [batch_t 0.257 (0.263)] [data_t 0.008] [optim_t 0.249] [lr 0.000429] [CE 4.425 (4.063)] [KD 2.735 (2.670)] 2024-10-14 16:41:43,348 - Train: 76.11% [952100/1251000] [761.1/1000.0] [batch_t 0.530 (0.262)] [data_t 0.007] [optim_t 0.523] [lr 0.000429] [CE 3.976 (4.119)] [KD 2.713 (2.662)] 2024-10-14 16:41:56,534 - Train: 76.11% [952150/1251000] [761.1/1000.0] [batch_t 0.243 (0.264)] [data_t 0.007] [optim_t 0.236] [lr 0.000429] [CE 3.884 (4.131)] [KD 2.575 (2.679)] 2024-10-14 16:42:08,579 - Train: 76.12% [952200/1251000] [761.2/1000.0] [batch_t 0.252 (0.241)] [data_t 0.010] [optim_t 0.243] [lr 0.000429] [CE 4.111 (4.041)] [KD 2.640 (2.650)] 2024-10-14 16:42:21,089 - Train: 76.12% [952250/1251000] [761.2/1000.0] [batch_t 0.443 (0.250)] [data_t 0.008] [optim_t 0.436] [lr 0.000429] [CE 4.247 (4.071)] [KD 2.854 (2.644)] 2024-10-14 16:42:32,972 - Train: 76.12% [952300/1251000] [761.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.008] [optim_t 0.225] [lr 0.000429] [CE 3.845 (4.102)] [KD 2.553 (2.695)] 2024-10-14 16:42:45,994 - Train: 76.13% [952350/1251000] [761.3/1000.0] [batch_t 0.261 (0.260)] [data_t 0.008] [optim_t 0.253] [lr 0.000428] [CE 4.271 (4.032)] [KD 2.900 (2.656)] 2024-10-14 16:42:58,571 - Train: 76.13% [952400/1251000] [761.3/1000.0] [batch_t 0.239 (0.251)] [data_t 0.008] [optim_t 0.231] [lr 0.000428] [CE 3.734 (4.020)] [KD 2.465 (2.667)] 2024-10-14 16:43:11,319 - Train: 76.14% [952450/1251000] [761.4/1000.0] [batch_t 0.249 (0.255)] [data_t 0.007] [optim_t 0.242] [lr 0.000428] [CE 4.034 (4.090)] [KD 2.568 (2.662)] 2024-10-14 16:43:23,345 - Train: 76.14% [952500/1251000] [761.4/1000.0] [batch_t 0.244 (0.240)] [data_t 0.007] [optim_t 0.237] [lr 0.000428] [CE 4.084 (4.032)] [KD 2.632 (2.612)] 2024-10-14 16:43:36,321 - Train: 76.14% [952550/1251000] [761.4/1000.0] [batch_t 0.237 (0.259)] [data_t 0.007] [optim_t 0.230] [lr 0.000428] [CE 4.406 (4.134)] [KD 2.770 (2.720)] 2024-10-14 16:43:48,520 - Train: 76.15% [952600/1251000] [761.5/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.000428] [CE 4.132 (4.032)] [KD 2.845 (2.632)] 2024-10-14 16:44:00,539 - Train: 76.15% [952650/1251000] [761.5/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.000428] [CE 4.373 (4.025)] [KD 2.932 (2.650)] 2024-10-14 16:44:13,064 - Train: 76.16% [952700/1251000] [761.6/1000.0] [batch_t 0.227 (0.250)] [data_t 0.008] [optim_t 0.219] [lr 0.000428] [CE 4.523 (4.057)] [KD 2.764 (2.650)] 2024-10-14 16:44:26,286 - Train: 76.16% [952750/1251000] [761.6/1000.0] [batch_t 0.235 (0.264)] [data_t 0.007] [optim_t 0.228] [lr 0.000427] [CE 4.385 (4.047)] [KD 2.708 (2.642)] 2024-10-14 16:44:38,372 - Train: 76.16% [952800/1251000] [761.6/1000.0] [batch_t 0.250 (0.242)] [data_t 0.008] [optim_t 0.242] [lr 0.000427] [CE 4.137 (4.017)] [KD 2.784 (2.635)] 2024-10-14 16:44:50,472 - Train: 76.17% [952850/1251000] [761.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.000427] [CE 3.966 (4.101)] [KD 2.614 (2.695)] 2024-10-14 16:45:02,715 - Train: 76.17% [952900/1251000] [761.7/1000.0] [batch_t 0.267 (0.245)] [data_t 0.007] [optim_t 0.260] [lr 0.000427] [CE 4.559 (4.111)] [KD 3.158 (2.705)] 2024-10-14 16:45:15,563 - Train: 76.18% [952950/1251000] [761.8/1000.0] [batch_t 0.230 (0.257)] [data_t 0.010] [optim_t 0.221] [lr 0.000427] [CE 4.106 (4.052)] [KD 2.649 (2.646)] 2024-10-14 16:45:27,679 - Train: 76.18% [953000/1251000] [761.8/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000427] [CE 4.011 (4.030)] [KD 2.600 (2.654)] 2024-10-14 16:45:39,630 - Train: 76.18% [953050/1251000] [761.8/1000.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.000427] [CE 4.242 (4.058)] [KD 2.680 (2.647)] 2024-10-14 16:45:51,539 - Train: 76.19% [953100/1251000] [761.9/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.000427] [CE 3.925 (4.084)] [KD 2.572 (2.672)] 2024-10-14 16:46:03,825 - Train: 76.19% [953150/1251000] [761.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.011] [optim_t 0.221] [lr 0.000426] [CE 3.800 (4.049)] [KD 2.574 (2.663)] 2024-10-14 16:46:15,698 - Train: 76.20% [953200/1251000] [762.0/1000.0] [batch_t 0.233 (0.237)] [data_t 0.008] [optim_t 0.225] [lr 0.000426] [CE 3.985 (4.013)] [KD 2.770 (2.661)] 2024-10-14 16:46:27,457 - Train: 76.20% [953250/1251000] [762.0/1000.0] [batch_t 0.216 (0.235)] [data_t 0.008] [optim_t 0.208] [lr 0.000426] [CE 3.970 (4.091)] [KD 2.582 (2.690)] 2024-10-14 16:46:39,313 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 39278] [top5_cnt 47096] [top_all 50000] 2024-10-14 16:46:39,314 - net: 78.556 (94.192) 2024-10-14 16:46:48,552 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 40315] [top5_cnt 47612] [top_all 50000] 2024-10-14 16:46:48,552 - net_E: 80.630 (95.224) 2024-10-14 16:46:48,737 - Max [top1: 78.682 (epoch: 760)] [top1-ema: 80.638 (epoch: 761)] 2024-10-14 16:46:48,737 - ==> Total time: 2 days, 20:08:41 Eta: 21:17:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:47:01,472 - Train: 76.20% [953300/1251000] [762.0/1000.0] [batch_t 0.228 (0.261)] [data_t 0.007] [optim_t 0.221] [lr 0.000426] [CE 3.829 (4.042)] [KD 2.328 (2.630)] 2024-10-14 16:47:13,759 - Train: 76.21% [953350/1251000] [762.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.010] [optim_t 0.227] [lr 0.000426] [CE 3.672 (4.123)] [KD 2.422 (2.698)] 2024-10-14 16:47:26,246 - Train: 76.21% [953400/1251000] [762.1/1000.0] [batch_t 0.225 (0.250)] [data_t 0.006] [optim_t 0.220] [lr 0.000426] [CE 4.482 (4.112)] [KD 2.733 (2.685)] 2024-10-14 16:47:37,795 - Train: 76.22% [953450/1251000] [762.2/1000.0] [batch_t 0.234 (0.231)] [data_t 0.007] [optim_t 0.227] [lr 0.000426] [CE 4.530 (4.095)] [KD 2.914 (2.656)] 2024-10-14 16:47:49,853 - Train: 76.22% [953500/1251000] [762.2/1000.0] [batch_t 0.238 (0.241)] [data_t 0.006] [optim_t 0.232] [lr 0.000426] [CE 4.148 (4.075)] [KD 2.816 (2.657)] 2024-10-14 16:48:01,431 - Train: 76.22% [953550/1251000] [762.2/1000.0] [batch_t 0.227 (0.231)] [data_t 0.010] [optim_t 0.218] [lr 0.000425] [CE 3.720 (4.012)] [KD 2.589 (2.611)] 2024-10-14 16:48:13,710 - Train: 76.23% [953600/1251000] [762.3/1000.0] [batch_t 0.245 (0.245)] [data_t 0.010] [optim_t 0.236] [lr 0.000425] [CE 4.088 (4.118)] [KD 2.607 (2.680)] 2024-10-14 16:48:25,631 - Train: 76.23% [953650/1251000] [762.3/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.000425] [CE 4.179 (4.108)] [KD 2.600 (2.667)] 2024-10-14 16:48:37,805 - Train: 76.24% [953700/1251000] [762.4/1000.0] [batch_t 0.221 (0.243)] [data_t 0.010] [optim_t 0.212] [lr 0.000425] [CE 3.897 (4.107)] [KD 2.551 (2.682)] 2024-10-14 16:48:49,808 - Train: 76.24% [953750/1251000] [762.4/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.000425] [CE 4.104 (4.070)] [KD 2.504 (2.662)] 2024-10-14 16:49:01,661 - Train: 76.24% [953800/1251000] [762.4/1000.0] [batch_t 0.243 (0.237)] [data_t 0.007] [optim_t 0.235] [lr 0.000425] [CE 4.197 (4.008)] [KD 2.729 (2.614)] 2024-10-14 16:49:13,446 - Train: 76.25% [953850/1251000] [762.5/1000.0] [batch_t 0.244 (0.236)] [data_t 0.010] [optim_t 0.234] [lr 0.000425] [CE 4.066 (4.027)] [KD 2.625 (2.610)] 2024-10-14 16:49:25,560 - Train: 76.25% [953900/1251000] [762.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.000425] [CE 4.119 (4.022)] [KD 2.663 (2.629)] 2024-10-14 16:49:37,399 - Train: 76.25% [953950/1251000] [762.5/1000.0] [batch_t 0.227 (0.237)] [data_t 0.008] [optim_t 0.218] [lr 0.000424] [CE 4.251 (4.109)] [KD 2.650 (2.684)] 2024-10-14 16:49:49,137 - Train: 76.26% [954000/1251000] [762.6/1000.0] [batch_t 0.220 (0.235)] [data_t 0.007] [optim_t 0.213] [lr 0.000424] [CE 4.049 (4.054)] [KD 2.668 (2.616)] 2024-10-14 16:50:01,840 - Train: 76.26% [954050/1251000] [762.6/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000424] [CE 3.719 (4.061)] [KD 2.685 (2.679)] 2024-10-14 16:50:14,024 - Train: 76.27% [954100/1251000] [762.7/1000.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.000424] [CE 3.840 (4.114)] [KD 2.548 (2.695)] 2024-10-14 16:50:25,806 - Train: 76.27% [954150/1251000] [762.7/1000.0] [batch_t 0.231 (0.235)] [data_t 0.010] [optim_t 0.220] [lr 0.000424] [CE 4.189 (4.066)] [KD 2.614 (2.666)] 2024-10-14 16:50:37,725 - Train: 76.27% [954200/1251000] [762.7/1000.0] [batch_t 0.230 (0.238)] [data_t 0.006] [optim_t 0.224] [lr 0.000424] [CE 4.208 (4.111)] [KD 2.575 (2.674)] 2024-10-14 16:50:49,997 - Train: 76.28% [954250/1251000] [762.8/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.000424] [CE 4.070 (4.106)] [KD 2.589 (2.676)] 2024-10-14 16:51:01,742 - Train: 76.28% [954300/1251000] [762.8/1000.0] [batch_t 0.214 (0.235)] [data_t 0.006] [optim_t 0.207] [lr 0.000423] [CE 3.748 (4.080)] [KD 2.462 (2.666)] 2024-10-14 16:51:13,932 - Train: 76.29% [954350/1251000] [762.9/1000.0] [batch_t 0.243 (0.244)] [data_t 0.008] [optim_t 0.235] [lr 0.000423] [CE 4.356 (4.160)] [KD 2.823 (2.714)] 2024-10-14 16:51:26,525 - Train: 76.29% [954400/1251000] [762.9/1000.0] [batch_t 0.250 (0.252)] [data_t 0.007] [optim_t 0.243] [lr 0.000423] [CE 3.778 (4.134)] [KD 2.439 (2.695)] 2024-10-14 16:51:38,576 - Train: 76.29% [954450/1251000] [762.9/1000.0] [batch_t 0.258 (0.241)] [data_t 0.006] [optim_t 0.252] [lr 0.000423] [CE 3.937 (4.116)] [KD 2.572 (2.672)] 2024-10-14 16:51:50,353 - Train: 76.30% [954500/1251000] [763.0/1000.0] [batch_t 0.394 (0.235)] [data_t 0.007] [optim_t 0.387] [lr 0.000423] [CE 4.045 (4.031)] [KD 2.601 (2.630)] 2024-10-14 16:52:02,758 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.183)] [top1_cnt 39286] [top5_cnt 47133] [top_all 50000] 2024-10-14 16:52:02,758 - net: 78.572 (94.266) 2024-10-14 16:52:11,310 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.154)] [top1_cnt 40325] [top5_cnt 47596] [top_all 50000] 2024-10-14 16:52:11,311 - net_E: 80.650 (95.192) 2024-10-14 16:52:11,511 - Max [top1: 78.682 (epoch: 760)] [top1-ema: 80.650 (epoch: 763)] 2024-10-14 16:52:11,512 - ==> Total time: 2 days, 20:14:04 Eta: 21:11:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:52:32,867 - Train: 76.30% [954550/1251000] [763.0/1000.0] [batch_t 0.236 (0.250)] [data_t 0.008] [optim_t 0.229] [lr 0.000423] [CE 3.721 (4.032)] [KD 2.613 (2.640)] 2024-10-14 16:52:44,772 - Train: 76.31% [954600/1251000] [763.1/1000.0] [batch_t 0.224 (0.238)] [data_t 0.007] [optim_t 0.217] [lr 0.000423] [CE 3.670 (4.059)] [KD 2.419 (2.627)] 2024-10-14 16:52:57,012 - Train: 76.31% [954650/1251000] [763.1/1000.0] [batch_t 0.229 (0.245)] [data_t 0.010] [optim_t 0.219] [lr 0.000423] [CE 4.015 (4.073)] [KD 2.845 (2.656)] 2024-10-14 16:53:09,212 - Train: 76.31% [954700/1251000] [763.1/1000.0] [batch_t 0.229 (0.244)] [data_t 0.009] [optim_t 0.220] [lr 0.000422] [CE 3.963 (4.017)] [KD 2.501 (2.615)] 2024-10-14 16:53:21,253 - Train: 76.32% [954750/1251000] [763.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.000422] [CE 4.030 (4.057)] [KD 2.458 (2.603)] 2024-10-14 16:53:32,976 - Train: 76.32% [954800/1251000] [763.2/1000.0] [batch_t 0.472 (0.234)] [data_t 0.010] [optim_t 0.462] [lr 0.000422] [CE 3.766 (4.068)] [KD 2.542 (2.649)] 2024-10-14 16:53:45,273 - Train: 76.33% [954850/1251000] [763.3/1000.0] [batch_t 0.222 (0.246)] [data_t 0.009] [optim_t 0.213] [lr 0.000422] [CE 4.297 (4.091)] [KD 2.834 (2.670)] 2024-10-14 16:53:57,447 - Train: 76.33% [954900/1251000] [763.3/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000422] [CE 4.161 (4.097)] [KD 2.812 (2.686)] 2024-10-14 16:54:09,180 - Train: 76.33% [954950/1251000] [763.3/1000.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.000422] [CE 3.834 (4.037)] [KD 2.503 (2.625)] 2024-10-14 16:54:20,677 - Train: 76.34% [955000/1251000] [763.4/1000.0] [batch_t 0.233 (0.230)] [data_t 0.007] [optim_t 0.226] [lr 0.000422] [CE 3.520 (4.074)] [KD 2.454 (2.661)] 2024-10-14 16:54:33,222 - Train: 76.34% [955050/1251000] [763.4/1000.0] [batch_t 0.244 (0.251)] [data_t 0.010] [optim_t 0.234] [lr 0.000422] [CE 4.142 (4.164)] [KD 2.562 (2.719)] 2024-10-14 16:54:45,292 - Train: 76.35% [955100/1251000] [763.5/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000421] [CE 4.248 (4.071)] [KD 2.838 (2.693)] 2024-10-14 16:54:57,023 - Train: 76.35% [955150/1251000] [763.5/1000.0] [batch_t 0.229 (0.234)] [data_t 0.006] [optim_t 0.222] [lr 0.000421] [CE 3.952 (4.100)] [KD 2.456 (2.673)] 2024-10-14 16:55:08,744 - Train: 76.35% [955200/1251000] [763.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.008] [optim_t 0.225] [lr 0.000421] [CE 4.291 (4.003)] [KD 2.792 (2.590)] 2024-10-14 16:55:20,981 - Train: 76.36% [955250/1251000] [763.6/1000.0] [batch_t 0.218 (0.245)] [data_t 0.010] [optim_t 0.208] [lr 0.000421] [CE 4.186 (4.141)] [KD 2.603 (2.688)] 2024-10-14 16:55:33,028 - Train: 76.36% [955300/1251000] [763.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.008] [optim_t 0.232] [lr 0.000421] [CE 3.175 (3.992)] [KD 2.403 (2.617)] 2024-10-14 16:55:44,934 - Train: 76.37% [955350/1251000] [763.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000421] [CE 4.503 (4.074)] [KD 2.793 (2.629)] 2024-10-14 16:55:56,468 - Train: 76.37% [955400/1251000] [763.7/1000.0] [batch_t 0.218 (0.230)] [data_t 0.007] [optim_t 0.211] [lr 0.000421] [CE 4.184 (4.040)] [KD 2.633 (2.639)] 2024-10-14 16:56:09,273 - Train: 76.37% [955450/1251000] [763.7/1000.0] [batch_t 0.236 (0.256)] [data_t 0.007] [optim_t 0.229] [lr 0.000421] [CE 4.342 (4.103)] [KD 2.739 (2.696)] 2024-10-14 16:56:21,789 - Train: 76.38% [955500/1251000] [763.8/1000.0] [batch_t 0.219 (0.250)] [data_t 0.007] [optim_t 0.212] [lr 0.000420] [CE 4.338 (4.047)] [KD 2.781 (2.648)] 2024-10-14 16:56:33,514 - Train: 76.38% [955550/1251000] [763.8/1000.0] [batch_t 0.238 (0.234)] [data_t 0.007] [optim_t 0.231] [lr 0.000420] [CE 4.340 (4.106)] [KD 2.848 (2.681)] 2024-10-14 16:56:45,478 - Train: 76.39% [955600/1251000] [763.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.000420] [CE 4.035 (4.075)] [KD 2.693 (2.663)] 2024-10-14 16:56:58,314 - Train: 76.39% [955650/1251000] [763.9/1000.0] [batch_t 0.552 (0.257)] [data_t 0.007] [optim_t 0.545] [lr 0.000420] [CE 3.973 (4.030)] [KD 2.726 (2.652)] 2024-10-14 16:57:10,767 - Train: 76.39% [955700/1251000] [763.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.006] [optim_t 0.231] [lr 0.000420] [CE 3.837 (4.099)] [KD 2.695 (2.707)] 2024-10-14 16:57:22,619 - Train: 76.40% [955750/1251000] [764.0/1000.0] [batch_t 0.212 (0.237)] [data_t 0.006] [optim_t 0.206] [lr 0.000420] [CE 4.275 (4.099)] [KD 2.620 (2.676)] 2024-10-14 16:57:33,782 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.152)] [top1_cnt 39217] [top5_cnt 47161] [top_all 50000] 2024-10-14 16:57:33,782 - net: 78.434 (94.322) 2024-10-14 16:57:42,947 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 40311] [top5_cnt 47587] [top_all 50000] 2024-10-14 16:57:42,947 - net_E: 80.622 (95.174) 2024-10-14 16:57:43,192 - Max [top1: 78.682 (epoch: 760)] [top1-ema: 80.650 (epoch: 763)] 2024-10-14 16:57:43,193 - ==> Total time: 2 days, 20:19:35 Eta: 21:06:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 16:57:55,277 - Train: 76.40% [955800/1251000] [764.0/1000.0] [batch_t 0.240 (0.259)] [data_t 0.008] [optim_t 0.232] [lr 0.000420] [CE 4.680 (4.091)] [KD 3.069 (2.688)] 2024-10-14 16:58:08,227 - Train: 76.41% [955850/1251000] [764.1/1000.0] [batch_t 0.211 (0.259)] [data_t 0.007] [optim_t 0.204] [lr 0.000420] [CE 4.306 (4.063)] [KD 2.698 (2.641)] 2024-10-14 16:58:20,454 - Train: 76.41% [955900/1251000] [764.1/1000.0] [batch_t 0.233 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.000419] [CE 4.576 (4.056)] [KD 2.858 (2.622)] 2024-10-14 16:58:31,960 - Train: 76.41% [955950/1251000] [764.1/1000.0] [batch_t 0.232 (0.230)] [data_t 0.009] [optim_t 0.223] [lr 0.000419] [CE 4.177 (4.056)] [KD 2.653 (2.653)] 2024-10-14 16:58:43,813 - Train: 76.42% [956000/1251000] [764.2/1000.0] [batch_t 0.219 (0.237)] [data_t 0.010] [optim_t 0.209] [lr 0.000419] [CE 3.923 (4.030)] [KD 2.744 (2.625)] 2024-10-14 16:58:55,512 - Train: 76.42% [956050/1251000] [764.2/1000.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.220] [lr 0.000419] [CE 3.873 (4.066)] [KD 2.492 (2.639)] 2024-10-14 16:59:07,304 - Train: 76.43% [956100/1251000] [764.3/1000.0] [batch_t 0.222 (0.236)] [data_t 0.008] [optim_t 0.214] [lr 0.000419] [CE 3.890 (4.055)] [KD 2.482 (2.622)] 2024-10-14 16:59:19,402 - Train: 76.43% [956150/1251000] [764.3/1000.0] [batch_t 0.430 (0.242)] [data_t 0.009] [optim_t 0.420] [lr 0.000419] [CE 4.153 (4.147)] [KD 2.800 (2.658)] 2024-10-14 16:59:31,643 - Train: 76.43% [956200/1251000] [764.3/1000.0] [batch_t 0.222 (0.245)] [data_t 0.010] [optim_t 0.212] [lr 0.000419] [CE 3.941 (4.119)] [KD 2.380 (2.655)] 2024-10-14 16:59:43,164 - Train: 76.44% [956250/1251000] [764.4/1000.0] [batch_t 0.238 (0.230)] [data_t 0.008] [optim_t 0.230] [lr 0.000419] [CE 4.348 (4.075)] [KD 2.834 (2.657)] 2024-10-14 16:59:55,288 - Train: 76.44% [956300/1251000] [764.4/1000.0] [batch_t 0.222 (0.242)] [data_t 0.008] [optim_t 0.214] [lr 0.000418] [CE 4.356 (4.009)] [KD 2.862 (2.617)] 2024-10-14 17:00:07,059 - Train: 76.45% [956350/1251000] [764.5/1000.0] [batch_t 0.243 (0.235)] [data_t 0.007] [optim_t 0.236] [lr 0.000418] [CE 4.154 (4.101)] [KD 2.828 (2.705)] 2024-10-14 17:00:19,125 - Train: 76.45% [956400/1251000] [764.5/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.000418] [CE 3.884 (3.990)] [KD 2.407 (2.570)] 2024-10-14 17:00:31,097 - Train: 76.45% [956450/1251000] [764.5/1000.0] [batch_t 0.252 (0.239)] [data_t 0.010] [optim_t 0.243] [lr 0.000418] [CE 3.567 (4.102)] [KD 2.519 (2.667)] 2024-10-14 17:00:43,977 - Train: 76.46% [956500/1251000] [764.6/1000.0] [batch_t 0.228 (0.257)] [data_t 0.006] [optim_t 0.222] [lr 0.000418] [CE 3.879 (4.096)] [KD 2.551 (2.678)] 2024-10-14 17:00:55,636 - Train: 76.46% [956550/1251000] [764.6/1000.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000418] [CE 3.983 (4.088)] [KD 2.671 (2.677)] 2024-10-14 17:01:07,563 - Train: 76.47% [956600/1251000] [764.7/1000.0] [batch_t 0.234 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.000418] [CE 4.076 (4.056)] [KD 2.800 (2.675)] 2024-10-14 17:01:19,180 - Train: 76.47% [956650/1251000] [764.7/1000.0] [batch_t 0.237 (0.232)] [data_t 0.008] [optim_t 0.229] [lr 0.000418] [CE 3.887 (4.042)] [KD 2.601 (2.652)] 2024-10-14 17:01:30,821 - Train: 76.47% [956700/1251000] [764.7/1000.0] [batch_t 0.220 (0.233)] [data_t 0.010] [optim_t 0.210] [lr 0.000417] [CE 4.637 (4.082)] [KD 2.905 (2.670)] 2024-10-14 17:01:42,501 - Train: 76.48% [956750/1251000] [764.8/1000.0] [batch_t 0.225 (0.233)] [data_t 0.008] [optim_t 0.217] [lr 0.000417] [CE 4.378 (4.032)] [KD 2.779 (2.629)] 2024-10-14 17:01:54,037 - Train: 76.48% [956800/1251000] [764.8/1000.0] [batch_t 0.221 (0.231)] [data_t 0.007] [optim_t 0.213] [lr 0.000417] [CE 4.315 (4.094)] [KD 2.940 (2.648)] 2024-10-14 17:02:06,355 - Train: 76.49% [956850/1251000] [764.9/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.220] [lr 0.000417] [CE 4.249 (4.126)] [KD 2.752 (2.673)] 2024-10-14 17:02:18,675 - Train: 76.49% [956900/1251000] [764.9/1000.0] [batch_t 0.229 (0.246)] [data_t 0.009] [optim_t 0.220] [lr 0.000417] [CE 3.286 (4.101)] [KD 2.359 (2.655)] 2024-10-14 17:02:30,215 - Train: 76.49% [956950/1251000] [764.9/1000.0] [batch_t 0.261 (0.231)] [data_t 0.009] [optim_t 0.252] [lr 0.000417] [CE 4.585 (4.081)] [KD 3.102 (2.707)] 2024-10-14 17:02:41,665 - Train: 76.50% [957000/1251000] [765.0/1000.0] [batch_t 0.231 (0.229)] [data_t 0.014] [optim_t 0.217] [lr 0.000417] [CE 3.788 (4.008)] [KD 2.353 (2.615)] 2024-10-14 17:02:54,032 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.174)] [top1_cnt 39416] [top5_cnt 47226] [top_all 50000] 2024-10-14 17:02:54,033 - net: 78.832 (94.452) 2024-10-14 17:03:04,326 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.190)] [top1_cnt 40331] [top5_cnt 47569] [top_all 50000] 2024-10-14 17:03:04,327 - net_E: 80.662 (95.138) 2024-10-14 17:03:04,565 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.662 (epoch: 765)] 2024-10-14 17:03:04,566 - ==> Total time: 2 days, 20:24:57 Eta: 21:00:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:03:38,740 - Train: 76.50% [957050/1251000] [765.0/1000.0] [batch_t 0.240 (0.265)] [data_t 0.009] [optim_t 0.231] [lr 0.000417] [CE 4.225 (3.975)] [KD 2.789 (2.610)] 2024-10-14 17:03:51,602 - Train: 76.51% [957100/1251000] [765.1/1000.0] [batch_t 0.221 (0.257)] [data_t 0.007] [optim_t 0.214] [lr 0.000416] [CE 3.974 (4.117)] [KD 2.583 (2.643)] 2024-10-14 17:04:03,428 - Train: 76.51% [957150/1251000] [765.1/1000.0] [batch_t 0.237 (0.236)] [data_t 0.007] [optim_t 0.230] [lr 0.000416] [CE 3.240 (4.011)] [KD 2.381 (2.631)] 2024-10-14 17:04:15,210 - Train: 76.51% [957200/1251000] [765.1/1000.0] [batch_t 0.238 (0.235)] [data_t 0.007] [optim_t 0.230] [lr 0.000416] [CE 4.226 (4.109)] [KD 2.769 (2.687)] 2024-10-14 17:04:27,064 - Train: 76.52% [957250/1251000] [765.2/1000.0] [batch_t 0.222 (0.237)] [data_t 0.009] [optim_t 0.213] [lr 0.000416] [CE 4.586 (4.116)] [KD 2.925 (2.646)] 2024-10-14 17:04:39,514 - Train: 76.52% [957300/1251000] [765.2/1000.0] [batch_t 0.221 (0.249)] [data_t 0.006] [optim_t 0.215] [lr 0.000416] [CE 3.691 (4.049)] [KD 2.531 (2.622)] 2024-10-14 17:04:51,564 - Train: 76.53% [957350/1251000] [765.3/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.000416] [CE 3.683 (4.040)] [KD 2.465 (2.660)] 2024-10-14 17:05:03,227 - Train: 76.53% [957400/1251000] [765.3/1000.0] [batch_t 0.233 (0.233)] [data_t 0.006] [optim_t 0.227] [lr 0.000416] [CE 4.369 (4.069)] [KD 2.785 (2.684)] 2024-10-14 17:05:15,316 - Train: 76.53% [957450/1251000] [765.3/1000.0] [batch_t 0.236 (0.242)] [data_t 0.008] [optim_t 0.229] [lr 0.000416] [CE 4.555 (4.046)] [KD 3.055 (2.676)] 2024-10-14 17:05:27,711 - Train: 76.54% [957500/1251000] [765.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.007] [optim_t 0.228] [lr 0.000415] [CE 4.345 (4.018)] [KD 2.723 (2.648)] 2024-10-14 17:05:39,784 - Train: 76.54% [957550/1251000] [765.4/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.000415] [CE 4.510 (4.087)] [KD 2.822 (2.671)] 2024-10-14 17:05:51,659 - Train: 76.55% [957600/1251000] [765.5/1000.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000415] [CE 4.265 (4.139)] [KD 2.797 (2.721)] 2024-10-14 17:06:03,272 - Train: 76.55% [957650/1251000] [765.5/1000.0] [batch_t 0.240 (0.232)] [data_t 0.006] [optim_t 0.234] [lr 0.000415] [CE 4.449 (4.213)] [KD 2.706 (2.726)] 2024-10-14 17:06:15,984 - Train: 76.55% [957700/1251000] [765.5/1000.0] [batch_t 0.229 (0.254)] [data_t 0.008] [optim_t 0.221] [lr 0.000415] [CE 4.333 (4.029)] [KD 2.721 (2.662)] 2024-10-14 17:06:27,864 - Train: 76.56% [957750/1251000] [765.6/1000.0] [batch_t 0.247 (0.237)] [data_t 0.007] [optim_t 0.240] [lr 0.000415] [CE 4.254 (4.083)] [KD 2.634 (2.650)] 2024-10-14 17:06:39,479 - Train: 76.56% [957800/1251000] [765.6/1000.0] [batch_t 0.230 (0.232)] [data_t 0.006] [optim_t 0.224] [lr 0.000415] [CE 3.786 (4.076)] [KD 2.577 (2.666)] 2024-10-14 17:06:51,323 - Train: 76.57% [957850/1251000] [765.7/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.000415] [CE 4.583 (4.128)] [KD 2.751 (2.680)] 2024-10-14 17:07:04,456 - Train: 76.57% [957900/1251000] [765.7/1000.0] [batch_t 0.235 (0.262)] [data_t 0.006] [optim_t 0.229] [lr 0.000414] [CE 4.051 (4.084)] [KD 2.451 (2.636)] 2024-10-14 17:07:16,457 - Train: 76.57% [957950/1251000] [765.7/1000.0] [batch_t 0.233 (0.240)] [data_t 0.010] [optim_t 0.223] [lr 0.000414] [CE 4.677 (4.108)] [KD 2.947 (2.660)] 2024-10-14 17:07:28,241 - Train: 76.58% [958000/1251000] [765.8/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.000414] [CE 4.014 (4.015)] [KD 2.631 (2.610)] 2024-10-14 17:07:40,211 - Train: 76.58% [958050/1251000] [765.8/1000.0] [batch_t 0.228 (0.239)] [data_t 0.008] [optim_t 0.220] [lr 0.000414] [CE 4.635 (4.105)] [KD 2.963 (2.669)] 2024-10-14 17:07:52,888 - Train: 76.59% [958100/1251000] [765.9/1000.0] [batch_t 0.219 (0.253)] [data_t 0.008] [optim_t 0.211] [lr 0.000414] [CE 3.823 (4.062)] [KD 2.597 (2.655)] 2024-10-14 17:08:04,984 - Train: 76.59% [958150/1251000] [765.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.000414] [CE 3.939 (4.064)] [KD 2.401 (2.667)] 2024-10-14 17:08:17,145 - Train: 76.59% [958200/1251000] [765.9/1000.0] [batch_t 0.225 (0.243)] [data_t 0.007] [optim_t 0.218] [lr 0.000414] [CE 3.928 (4.078)] [KD 2.540 (2.674)] 2024-10-14 17:08:28,878 - Train: 76.60% [958250/1251000] [766.0/1000.0] [batch_t 0.228 (0.234)] [data_t 0.008] [optim_t 0.220] [lr 0.000414] [CE 3.915 (4.006)] [KD 2.763 (2.638)] 2024-10-14 17:08:41,031 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 39322] [top5_cnt 47175] [top_all 50000] 2024-10-14 17:08:41,032 - net: 78.644 (94.350) 2024-10-14 17:08:49,842 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.160)] [top1_cnt 40310] [top5_cnt 47590] [top_all 50000] 2024-10-14 17:08:49,843 - net_E: 80.620 (95.180) 2024-10-14 17:08:50,063 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.662 (epoch: 765)] 2024-10-14 17:08:50,063 - ==> Total time: 2 days, 20:30:42 Eta: 20:55:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:09:02,575 - Train: 76.60% [958300/1251000] [766.0/1000.0] [batch_t 0.231 (0.266)] [data_t 0.009] [optim_t 0.222] [lr 0.000413] [CE 3.710 (4.039)] [KD 2.416 (2.588)] 2024-10-14 17:09:15,457 - Train: 76.61% [958350/1251000] [766.1/1000.0] [batch_t 0.239 (0.257)] [data_t 0.010] [optim_t 0.229] [lr 0.000413] [CE 3.883 (4.126)] [KD 2.596 (2.667)] 2024-10-14 17:09:27,636 - Train: 76.61% [958400/1251000] [766.1/1000.0] [batch_t 0.221 (0.243)] [data_t 0.007] [optim_t 0.214] [lr 0.000413] [CE 3.811 (4.071)] [KD 2.442 (2.617)] 2024-10-14 17:09:39,775 - Train: 76.61% [958450/1251000] [766.1/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000413] [CE 4.304 (4.007)] [KD 2.915 (2.605)] 2024-10-14 17:09:51,648 - Train: 76.62% [958500/1251000] [766.2/1000.0] [batch_t 0.229 (0.237)] [data_t 0.009] [optim_t 0.220] [lr 0.000413] [CE 3.772 (4.128)] [KD 2.558 (2.670)] 2024-10-14 17:10:03,255 - Train: 76.62% [958550/1251000] [766.2/1000.0] [batch_t 0.242 (0.232)] [data_t 0.008] [optim_t 0.234] [lr 0.000413] [CE 3.320 (3.985)] [KD 2.311 (2.626)] 2024-10-14 17:10:15,599 - Train: 76.63% [958600/1251000] [766.3/1000.0] [batch_t 0.229 (0.247)] [data_t 0.007] [optim_t 0.222] [lr 0.000413] [CE 4.508 (4.058)] [KD 2.776 (2.631)] 2024-10-14 17:10:27,943 - Train: 76.63% [958650/1251000] [766.3/1000.0] [batch_t 0.226 (0.247)] [data_t 0.008] [optim_t 0.217] [lr 0.000413] [CE 4.113 (4.073)] [KD 2.867 (2.637)] 2024-10-14 17:10:39,904 - Train: 76.63% [958700/1251000] [766.3/1000.0] [batch_t 0.246 (0.239)] [data_t 0.008] [optim_t 0.239] [lr 0.000412] [CE 3.657 (4.003)] [KD 2.445 (2.627)] 2024-10-14 17:10:52,139 - Train: 76.64% [958750/1251000] [766.4/1000.0] [batch_t 0.461 (0.245)] [data_t 0.006] [optim_t 0.455] [lr 0.000412] [CE 4.562 (4.126)] [KD 2.756 (2.647)] 2024-10-14 17:11:04,020 - Train: 76.64% [958800/1251000] [766.4/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.236] [lr 0.000412] [CE 4.157 (4.034)] [KD 2.716 (2.624)] 2024-10-14 17:11:15,807 - Train: 76.65% [958850/1251000] [766.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.000412] [CE 3.570 (4.075)] [KD 2.415 (2.599)] 2024-10-14 17:11:27,738 - Train: 76.65% [958900/1251000] [766.5/1000.0] [batch_t 0.238 (0.238)] [data_t 0.008] [optim_t 0.230] [lr 0.000412] [CE 4.302 (4.038)] [KD 2.823 (2.612)] 2024-10-14 17:11:39,910 - Train: 76.65% [958950/1251000] [766.5/1000.0] [batch_t 0.226 (0.243)] [data_t 0.008] [optim_t 0.218] [lr 0.000412] [CE 3.851 (4.075)] [KD 2.521 (2.643)] 2024-10-14 17:11:52,200 - Train: 76.66% [959000/1251000] [766.6/1000.0] [batch_t 0.221 (0.246)] [data_t 0.010] [optim_t 0.211] [lr 0.000412] [CE 3.641 (4.093)] [KD 2.547 (2.670)] 2024-10-14 17:12:04,055 - Train: 76.66% [959050/1251000] [766.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.008] [optim_t 0.230] [lr 0.000412] [CE 4.025 (4.065)] [KD 2.488 (2.633)] 2024-10-14 17:12:16,005 - Train: 76.67% [959100/1251000] [766.7/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000411] [CE 4.061 (4.055)] [KD 2.679 (2.616)] 2024-10-14 17:12:27,531 - Train: 76.67% [959150/1251000] [766.7/1000.0] [batch_t 0.237 (0.230)] [data_t 0.009] [optim_t 0.227] [lr 0.000411] [CE 3.629 (4.075)] [KD 2.497 (2.631)] 2024-10-14 17:12:39,915 - Train: 76.67% [959200/1251000] [766.7/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000411] [CE 3.555 (4.068)] [KD 2.526 (2.660)] 2024-10-14 17:12:52,127 - Train: 76.68% [959250/1251000] [766.8/1000.0] [batch_t 0.224 (0.244)] [data_t 0.007] [optim_t 0.217] [lr 0.000411] [CE 4.251 (4.099)] [KD 2.788 (2.661)] 2024-10-14 17:13:04,152 - Train: 76.68% [959300/1251000] [766.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.011] [optim_t 0.220] [lr 0.000411] [CE 4.225 (4.077)] [KD 2.701 (2.662)] 2024-10-14 17:13:15,940 - Train: 76.69% [959350/1251000] [766.9/1000.0] [batch_t 0.236 (0.236)] [data_t 0.011] [optim_t 0.225] [lr 0.000411] [CE 4.085 (4.090)] [KD 2.826 (2.645)] 2024-10-14 17:13:28,075 - Train: 76.69% [959400/1251000] [766.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000411] [CE 3.936 (4.112)] [KD 2.497 (2.654)] 2024-10-14 17:13:39,794 - Train: 76.69% [959450/1251000] [766.9/1000.0] [batch_t 0.240 (0.233)] [data_t 0.007] [optim_t 0.232] [lr 0.000411] [CE 3.631 (4.021)] [KD 2.439 (2.614)] 2024-10-14 17:13:51,558 - Train: 76.70% [959500/1251000] [767.0/1000.0] [batch_t 0.219 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.000410] [CE 4.143 (4.043)] [KD 2.763 (2.637)] 2024-10-14 17:14:04,386 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.169)] [top1_cnt 39323] [top5_cnt 47168] [top_all 50000] 2024-10-14 17:14:04,387 - net: 78.646 (94.336) 2024-10-14 17:14:13,172 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 40355] [top5_cnt 47597] [top_all 50000] 2024-10-14 17:14:13,173 - net_E: 80.710 (95.194) 2024-10-14 17:14:13,354 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 17:14:13,355 - ==> Total time: 2 days, 20:36:06 Eta: 20:50:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:14:33,856 - Train: 76.70% [959550/1251000] [767.0/1000.0] [batch_t 0.234 (0.266)] [data_t 0.009] [optim_t 0.224] [lr 0.000410] [CE 3.798 (4.035)] [KD 2.461 (2.622)] 2024-10-14 17:14:46,711 - Train: 76.71% [959600/1251000] [767.1/1000.0] [batch_t 0.235 (0.257)] [data_t 0.008] [optim_t 0.227] [lr 0.000410] [CE 4.660 (3.989)] [KD 3.000 (2.604)] 2024-10-14 17:14:58,974 - Train: 76.71% [959650/1251000] [767.1/1000.0] [batch_t 0.227 (0.245)] [data_t 0.007] [optim_t 0.220] [lr 0.000410] [CE 4.021 (4.070)] [KD 2.691 (2.628)] 2024-10-14 17:15:11,410 - Train: 76.71% [959700/1251000] [767.1/1000.0] [batch_t 0.241 (0.249)] [data_t 0.007] [optim_t 0.234] [lr 0.000410] [CE 4.131 (4.066)] [KD 2.783 (2.603)] 2024-10-14 17:15:23,516 - Train: 76.72% [959750/1251000] [767.2/1000.0] [batch_t 0.236 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.000410] [CE 4.230 (4.082)] [KD 2.753 (2.643)] 2024-10-14 17:15:35,784 - Train: 76.72% [959800/1251000] [767.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.000410] [CE 3.653 (4.002)] [KD 2.393 (2.609)] 2024-10-14 17:15:48,054 - Train: 76.73% [959850/1251000] [767.3/1000.0] [batch_t 0.243 (0.245)] [data_t 0.010] [optim_t 0.233] [lr 0.000410] [CE 3.896 (4.075)] [KD 2.553 (2.664)] 2024-10-14 17:15:59,922 - Train: 76.73% [959900/1251000] [767.3/1000.0] [batch_t 0.214 (0.237)] [data_t 0.007] [optim_t 0.207] [lr 0.000409] [CE 4.354 (4.095)] [KD 2.817 (2.655)] 2024-10-14 17:16:12,200 - Train: 76.73% [959950/1251000] [767.3/1000.0] [batch_t 0.230 (0.245)] [data_t 0.010] [optim_t 0.220] [lr 0.000409] [CE 4.218 (4.107)] [KD 2.683 (2.672)] 2024-10-14 17:16:25,149 - Train: 76.74% [960000/1251000] [767.4/1000.0] [batch_t 0.234 (0.259)] [data_t 0.012] [optim_t 0.222] [lr 0.000409] [CE 4.651 (4.073)] [KD 2.770 (2.664)] 2024-10-14 17:16:37,387 - Train: 76.74% [960050/1251000] [767.4/1000.0] [batch_t 0.244 (0.245)] [data_t 0.010] [optim_t 0.234] [lr 0.000409] [CE 3.886 (4.051)] [KD 2.367 (2.611)] 2024-10-14 17:16:49,617 - Train: 76.75% [960100/1251000] [767.5/1000.0] [batch_t 0.240 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.000409] [CE 4.143 (4.068)] [KD 2.642 (2.624)] 2024-10-14 17:17:01,965 - Train: 76.75% [960150/1251000] [767.5/1000.0] [batch_t 0.245 (0.247)] [data_t 0.007] [optim_t 0.238] [lr 0.000409] [CE 4.022 (4.028)] [KD 2.558 (2.585)] 2024-10-14 17:17:14,966 - Train: 76.75% [960200/1251000] [767.5/1000.0] [batch_t 0.245 (0.260)] [data_t 0.010] [optim_t 0.236] [lr 0.000409] [CE 4.253 (4.040)] [KD 2.791 (2.635)] 2024-10-14 17:17:27,418 - Train: 76.76% [960250/1251000] [767.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000409] [CE 3.591 (4.024)] [KD 2.585 (2.607)] 2024-10-14 17:17:39,752 - Train: 76.76% [960300/1251000] [767.6/1000.0] [batch_t 0.241 (0.246)] [data_t 0.008] [optim_t 0.234] [lr 0.000408] [CE 4.728 (4.043)] [KD 2.934 (2.612)] 2024-10-14 17:17:51,873 - Train: 76.77% [960350/1251000] [767.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000408] [CE 4.491 (4.069)] [KD 2.760 (2.633)] 2024-10-14 17:18:04,459 - Train: 76.77% [960400/1251000] [767.7/1000.0] [batch_t 0.249 (0.252)] [data_t 0.012] [optim_t 0.237] [lr 0.000408] [CE 3.928 (4.003)] [KD 2.582 (2.600)] 2024-10-14 17:18:16,971 - Train: 76.77% [960450/1251000] [767.7/1000.0] [batch_t 0.260 (0.250)] [data_t 0.010] [optim_t 0.250] [lr 0.000408] [CE 3.745 (4.056)] [KD 2.627 (2.640)] 2024-10-14 17:18:29,448 - Train: 76.78% [960500/1251000] [767.8/1000.0] [batch_t 0.240 (0.249)] [data_t 0.010] [optim_t 0.230] [lr 0.000408] [CE 3.770 (4.128)] [KD 2.386 (2.660)] 2024-10-14 17:18:41,959 - Train: 76.78% [960550/1251000] [767.8/1000.0] [batch_t 0.242 (0.250)] [data_t 0.012] [optim_t 0.230] [lr 0.000408] [CE 4.214 (4.084)] [KD 2.803 (2.667)] 2024-10-14 17:18:54,592 - Train: 76.79% [960600/1251000] [767.9/1000.0] [batch_t 0.238 (0.252)] [data_t 0.010] [optim_t 0.227] [lr 0.000408] [CE 4.088 (4.063)] [KD 2.701 (2.637)] 2024-10-14 17:19:07,484 - Train: 76.79% [960650/1251000] [767.9/1000.0] [batch_t 0.234 (0.258)] [data_t 0.009] [optim_t 0.225] [lr 0.000408] [CE 4.122 (4.097)] [KD 2.753 (2.676)] 2024-10-14 17:19:19,683 - Train: 76.79% [960700/1251000] [767.9/1000.0] [batch_t 0.248 (0.244)] [data_t 0.010] [optim_t 0.238] [lr 0.000407] [CE 3.890 (4.060)] [KD 2.625 (2.643)] 2024-10-14 17:19:32,074 - Train: 76.80% [960750/1251000] [768.0/1000.0] [batch_t 0.505 (0.248)] [data_t 0.008] [optim_t 0.497] [lr 0.000407] [CE 4.201 (4.103)] [KD 2.780 (2.689)] 2024-10-14 17:19:45,354 - Test (net): 100.00% [50/50] [batch_t 0.046 (0.168)] [top1_cnt 39253] [top5_cnt 47170] [top_all 50000] 2024-10-14 17:19:45,355 - net: 78.506 (94.340) 2024-10-14 17:19:55,789 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.193)] [top1_cnt 40337] [top5_cnt 47592] [top_all 50000] 2024-10-14 17:19:55,789 - net_E: 80.674 (95.184) 2024-10-14 17:19:55,996 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 17:19:55,997 - ==> Total time: 2 days, 20:41:48 Eta: 20:45:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:20:08,114 - Train: 76.80% [960800/1251000] [768.0/1000.0] [batch_t 0.241 (0.292)] [data_t 0.009] [optim_t 0.232] [lr 0.000407] [CE 4.274 (4.070)] [KD 2.767 (2.610)] 2024-10-14 17:20:20,381 - Train: 76.81% [960850/1251000] [768.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000407] [CE 4.157 (4.042)] [KD 2.773 (2.614)] 2024-10-14 17:20:32,905 - Train: 76.81% [960900/1251000] [768.1/1000.0] [batch_t 0.231 (0.250)] [data_t 0.010] [optim_t 0.221] [lr 0.000407] [CE 4.171 (4.019)] [KD 2.531 (2.611)] 2024-10-14 17:20:45,052 - Train: 76.81% [960950/1251000] [768.1/1000.0] [batch_t 0.249 (0.243)] [data_t 0.008] [optim_t 0.240] [lr 0.000407] [CE 4.054 (4.080)] [KD 2.701 (2.633)] 2024-10-14 17:20:57,067 - Train: 76.82% [961000/1251000] [768.2/1000.0] [batch_t 0.237 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.000407] [CE 3.944 (4.066)] [KD 2.433 (2.639)] 2024-10-14 17:21:09,348 - Train: 76.82% [961050/1251000] [768.2/1000.0] [batch_t 0.249 (0.245)] [data_t 0.008] [optim_t 0.241] [lr 0.000407] [CE 3.851 (4.130)] [KD 2.426 (2.677)] 2024-10-14 17:21:22,435 - Train: 76.83% [961100/1251000] [768.3/1000.0] [batch_t 0.239 (0.262)] [data_t 0.007] [optim_t 0.232] [lr 0.000406] [CE 4.530 (4.095)] [KD 2.786 (2.662)] 2024-10-14 17:21:34,604 - Train: 76.83% [961150/1251000] [768.3/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.220] [lr 0.000406] [CE 4.115 (4.001)] [KD 2.812 (2.627)] 2024-10-14 17:21:46,725 - Train: 76.83% [961200/1251000] [768.3/1000.0] [batch_t 0.251 (0.242)] [data_t 0.011] [optim_t 0.240] [lr 0.000406] [CE 4.177 (4.127)] [KD 2.740 (2.642)] 2024-10-14 17:21:58,840 - Train: 76.84% [961250/1251000] [768.4/1000.0] [batch_t 0.218 (0.242)] [data_t 0.008] [optim_t 0.210] [lr 0.000406] [CE 3.971 (4.057)] [KD 2.570 (2.648)] 2024-10-14 17:22:11,055 - Train: 76.84% [961300/1251000] [768.4/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.000406] [CE 4.445 (4.087)] [KD 2.857 (2.629)] 2024-10-14 17:22:23,521 - Train: 76.85% [961350/1251000] [768.5/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.225] [lr 0.000406] [CE 4.286 (4.090)] [KD 2.738 (2.654)] 2024-10-14 17:22:36,011 - Train: 76.85% [961400/1251000] [768.5/1000.0] [batch_t 0.239 (0.250)] [data_t 0.008] [optim_t 0.231] [lr 0.000406] [CE 4.138 (4.054)] [KD 2.794 (2.629)] 2024-10-14 17:22:48,647 - Train: 76.85% [961450/1251000] [768.5/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000406] [CE 4.069 (4.074)] [KD 2.671 (2.632)] 2024-10-14 17:23:00,718 - Train: 76.86% [961500/1251000] [768.6/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.000405] [CE 4.455 (4.071)] [KD 2.851 (2.638)] 2024-10-14 17:23:13,320 - Train: 76.86% [961550/1251000] [768.6/1000.0] [batch_t 0.242 (0.252)] [data_t 0.007] [optim_t 0.235] [lr 0.000405] [CE 4.147 (4.062)] [KD 2.543 (2.621)] 2024-10-14 17:23:25,605 - Train: 76.87% [961600/1251000] [768.7/1000.0] [batch_t 0.265 (0.246)] [data_t 0.007] [optim_t 0.258] [lr 0.000405] [CE 3.584 (4.100)] [KD 2.289 (2.645)] 2024-10-14 17:23:38,250 - Train: 76.87% [961650/1251000] [768.7/1000.0] [batch_t 0.245 (0.253)] [data_t 0.009] [optim_t 0.236] [lr 0.000405] [CE 4.466 (3.993)] [KD 2.822 (2.626)] 2024-10-14 17:23:51,275 - Train: 76.87% [961700/1251000] [768.7/1000.0] [batch_t 0.236 (0.260)] [data_t 0.007] [optim_t 0.230] [lr 0.000405] [CE 3.993 (4.178)] [KD 2.735 (2.704)] 2024-10-14 17:24:03,595 - Train: 76.88% [961750/1251000] [768.8/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.000405] [CE 4.654 (4.114)] [KD 3.049 (2.658)] 2024-10-14 17:24:16,720 - Train: 76.88% [961800/1251000] [768.8/1000.0] [batch_t 0.262 (0.262)] [data_t 0.008] [optim_t 0.254] [lr 0.000405] [CE 3.985 (4.064)] [KD 2.603 (2.647)] 2024-10-14 17:24:29,612 - Train: 76.89% [961850/1251000] [768.9/1000.0] [batch_t 0.261 (0.258)] [data_t 0.008] [optim_t 0.252] [lr 0.000405] [CE 4.233 (4.081)] [KD 2.659 (2.640)] 2024-10-14 17:24:42,427 - Train: 76.89% [961900/1251000] [768.9/1000.0] [batch_t 0.263 (0.256)] [data_t 0.008] [optim_t 0.255] [lr 0.000404] [CE 3.874 (4.105)] [KD 2.646 (2.646)] 2024-10-14 17:24:55,178 - Train: 76.89% [961950/1251000] [768.9/1000.0] [batch_t 0.230 (0.255)] [data_t 0.008] [optim_t 0.221] [lr 0.000404] [CE 3.850 (4.005)] [KD 2.532 (2.628)] 2024-10-14 17:25:07,301 - Train: 76.90% [962000/1251000] [769.0/1000.0] [batch_t 0.273 (0.242)] [data_t 0.008] [optim_t 0.266] [lr 0.000404] [CE 3.610 (4.061)] [KD 2.379 (2.622)] 2024-10-14 17:25:21,088 - Test (net): 100.00% [50/50] [batch_t 0.336 (0.174)] [top1_cnt 39387] [top5_cnt 47182] [top_all 50000] 2024-10-14 17:25:21,089 - net: 78.774 (94.364) 2024-10-14 17:25:30,688 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 40336] [top5_cnt 47595] [top_all 50000] 2024-10-14 17:25:30,689 - net_E: 80.672 (95.190) 2024-10-14 17:25:30,915 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 17:25:30,916 - ==> Total time: 2 days, 20:47:23 Eta: 20:39:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:25:42,859 - Train: 76.90% [962050/1251000] [769.0/1000.0] [batch_t 0.260 (0.268)] [data_t 0.013] [optim_t 0.247] [lr 0.000404] [CE 3.966 (4.012)] [KD 2.549 (2.584)] 2024-10-14 17:25:55,947 - Train: 76.91% [962100/1251000] [769.1/1000.0] [batch_t 0.447 (0.262)] [data_t 0.008] [optim_t 0.438] [lr 0.000404] [CE 4.094 (4.133)] [KD 2.598 (2.660)] 2024-10-14 17:26:09,239 - Train: 76.91% [962150/1251000] [769.1/1000.0] [batch_t 0.246 (0.266)] [data_t 0.010] [optim_t 0.236] [lr 0.000404] [CE 4.043 (4.115)] [KD 2.606 (2.630)] 2024-10-14 17:26:21,507 - Train: 76.91% [962200/1251000] [769.1/1000.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.249] [lr 0.000404] [CE 4.039 (4.089)] [KD 2.649 (2.611)] 2024-10-14 17:26:34,087 - Train: 76.92% [962250/1251000] [769.2/1000.0] [batch_t 0.251 (0.251)] [data_t 0.011] [optim_t 0.240] [lr 0.000404] [CE 4.348 (4.039)] [KD 2.731 (2.609)] 2024-10-14 17:26:46,690 - Train: 76.92% [962300/1251000] [769.2/1000.0] [batch_t 0.243 (0.252)] [data_t 0.008] [optim_t 0.234] [lr 0.000403] [CE 3.869 (4.037)] [KD 2.527 (2.637)] 2024-10-14 17:26:59,286 - Train: 76.93% [962350/1251000] [769.3/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000403] [CE 4.484 (4.072)] [KD 2.839 (2.612)] 2024-10-14 17:27:11,497 - Train: 76.93% [962400/1251000] [769.3/1000.0] [batch_t 0.255 (0.244)] [data_t 0.007] [optim_t 0.248] [lr 0.000403] [CE 3.919 (4.063)] [KD 2.613 (2.624)] 2024-10-14 17:27:24,402 - Train: 76.93% [962450/1251000] [769.3/1000.0] [batch_t 0.258 (0.258)] [data_t 0.007] [optim_t 0.251] [lr 0.000403] [CE 4.310 (4.064)] [KD 2.772 (2.637)] 2024-10-14 17:27:36,913 - Train: 76.94% [962500/1251000] [769.4/1000.0] [batch_t 0.240 (0.250)] [data_t 0.011] [optim_t 0.229] [lr 0.000403] [CE 4.410 (4.030)] [KD 2.876 (2.593)] 2024-10-14 17:27:49,903 - Train: 76.94% [962550/1251000] [769.4/1000.0] [batch_t 0.241 (0.260)] [data_t 0.007] [optim_t 0.233] [lr 0.000403] [CE 3.930 (4.051)] [KD 2.743 (2.625)] 2024-10-14 17:28:02,041 - Train: 76.95% [962600/1251000] [769.5/1000.0] [batch_t 0.244 (0.243)] [data_t 0.010] [optim_t 0.234] [lr 0.000403] [CE 3.665 (4.019)] [KD 2.396 (2.590)] 2024-10-14 17:28:14,435 - Train: 76.95% [962650/1251000] [769.5/1000.0] [batch_t 0.243 (0.248)] [data_t 0.007] [optim_t 0.236] [lr 0.000403] [CE 4.120 (4.007)] [KD 2.550 (2.572)] 2024-10-14 17:28:26,943 - Train: 76.95% [962700/1251000] [769.5/1000.0] [batch_t 0.239 (0.250)] [data_t 0.010] [optim_t 0.229] [lr 0.000402] [CE 3.729 (4.077)] [KD 2.577 (2.608)] 2024-10-14 17:28:40,027 - Train: 76.96% [962750/1251000] [769.6/1000.0] [batch_t 0.235 (0.261)] [data_t 0.008] [optim_t 0.227] [lr 0.000402] [CE 4.587 (4.087)] [KD 2.933 (2.632)] 2024-10-14 17:28:52,332 - Train: 76.96% [962800/1251000] [769.6/1000.0] [batch_t 0.230 (0.246)] [data_t 0.010] [optim_t 0.220] [lr 0.000402] [CE 4.177 (4.056)] [KD 2.718 (2.618)] 2024-10-14 17:29:04,401 - Train: 76.97% [962850/1251000] [769.7/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.000402] [CE 3.836 (4.069)] [KD 2.438 (2.616)] 2024-10-14 17:29:17,426 - Train: 76.97% [962900/1251000] [769.7/1000.0] [batch_t 0.240 (0.260)] [data_t 0.010] [optim_t 0.230] [lr 0.000402] [CE 3.771 (4.060)] [KD 2.393 (2.628)] 2024-10-14 17:29:29,931 - Train: 76.97% [962950/1251000] [769.7/1000.0] [batch_t 0.220 (0.250)] [data_t 0.007] [optim_t 0.212] [lr 0.000402] [CE 3.367 (4.043)] [KD 2.400 (2.653)] 2024-10-14 17:29:41,845 - Train: 76.98% [963000/1251000] [769.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.007] [optim_t 0.232] [lr 0.000402] [CE 3.817 (4.063)] [KD 2.554 (2.639)] 2024-10-14 17:29:54,473 - Train: 76.98% [963050/1251000] [769.8/1000.0] [batch_t 0.234 (0.252)] [data_t 0.009] [optim_t 0.225] [lr 0.000402] [CE 3.772 (4.022)] [KD 2.485 (2.627)] 2024-10-14 17:30:07,218 - Train: 76.99% [963100/1251000] [769.9/1000.0] [batch_t 0.257 (0.255)] [data_t 0.010] [optim_t 0.247] [lr 0.000402] [CE 3.935 (3.999)] [KD 2.546 (2.605)] 2024-10-14 17:30:20,137 - Train: 76.99% [963150/1251000] [769.9/1000.0] [batch_t 0.605 (0.258)] [data_t 0.008] [optim_t 0.598] [lr 0.000401] [CE 3.625 (4.050)] [KD 2.360 (2.636)] 2024-10-14 17:30:32,666 - Train: 76.99% [963200/1251000] [769.9/1000.0] [batch_t 0.233 (0.250)] [data_t 0.010] [optim_t 0.223] [lr 0.000401] [CE 4.105 (4.149)] [KD 2.617 (2.672)] 2024-10-14 17:30:45,065 - Train: 77.00% [963250/1251000] [770.0/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000401] [CE 3.715 (4.062)] [KD 2.369 (2.628)] 2024-10-14 17:30:59,340 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.174)] [top1_cnt 39302] [top5_cnt 47207] [top_all 50000] 2024-10-14 17:30:59,340 - net: 78.604 (94.414) 2024-10-14 17:31:09,169 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.180)] [top1_cnt 40345] [top5_cnt 47596] [top_all 50000] 2024-10-14 17:31:09,170 - net_E: 80.690 (95.192) 2024-10-14 17:31:09,426 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 17:31:09,426 - ==> Total time: 2 days, 20:53:02 Eta: 20:34:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:31:20,430 - Train: 77.00% [963300/1251000] [770.0/1000.0] [batch_t 0.238 (0.264)] [data_t 0.008] [optim_t 0.230] [lr 0.000401] [CE 4.170 (4.003)] [KD 2.710 (2.564)] 2024-10-14 17:31:32,841 - Train: 77.01% [963350/1251000] [770.1/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.237] [lr 0.000401] [CE 4.010 (4.079)] [KD 2.602 (2.635)] 2024-10-14 17:31:45,623 - Train: 77.01% [963400/1251000] [770.1/1000.0] [batch_t 0.218 (0.255)] [data_t 0.007] [optim_t 0.211] [lr 0.000401] [CE 3.643 (4.073)] [KD 2.345 (2.599)] 2024-10-14 17:31:58,003 - Train: 77.01% [963450/1251000] [770.1/1000.0] [batch_t 0.228 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.000401] [CE 4.598 (3.970)] [KD 2.883 (2.565)] 2024-10-14 17:32:10,267 - Train: 77.02% [963500/1251000] [770.2/1000.0] [batch_t 0.246 (0.245)] [data_t 0.007] [optim_t 0.239] [lr 0.000401] [CE 4.420 (4.013)] [KD 2.645 (2.576)] 2024-10-14 17:32:22,581 - Train: 77.02% [963550/1251000] [770.2/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000400] [CE 4.570 (4.099)] [KD 2.869 (2.633)] 2024-10-14 17:32:34,907 - Train: 77.03% [963600/1251000] [770.3/1000.0] [batch_t 0.241 (0.246)] [data_t 0.008] [optim_t 0.233] [lr 0.000400] [CE 4.359 (4.143)] [KD 2.761 (2.684)] 2024-10-14 17:32:47,726 - Train: 77.03% [963650/1251000] [770.3/1000.0] [batch_t 0.249 (0.256)] [data_t 0.007] [optim_t 0.242] [lr 0.000400] [CE 4.227 (4.037)] [KD 2.705 (2.614)] 2024-10-14 17:32:59,707 - Train: 77.03% [963700/1251000] [770.3/1000.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.213] [lr 0.000400] [CE 4.112 (4.031)] [KD 2.603 (2.617)] 2024-10-14 17:33:12,255 - Train: 77.04% [963750/1251000] [770.4/1000.0] [batch_t 0.241 (0.251)] [data_t 0.008] [optim_t 0.233] [lr 0.000400] [CE 4.546 (4.057)] [KD 2.841 (2.643)] 2024-10-14 17:33:24,666 - Train: 77.04% [963800/1251000] [770.4/1000.0] [batch_t 0.227 (0.248)] [data_t 0.009] [optim_t 0.218] [lr 0.000400] [CE 4.209 (4.016)] [KD 2.705 (2.617)] 2024-10-14 17:33:37,796 - Train: 77.05% [963850/1251000] [770.5/1000.0] [batch_t 0.242 (0.262)] [data_t 0.007] [optim_t 0.235] [lr 0.000400] [CE 4.088 (4.012)] [KD 2.588 (2.582)] 2024-10-14 17:33:50,046 - Train: 77.05% [963900/1251000] [770.5/1000.0] [batch_t 0.256 (0.245)] [data_t 0.007] [optim_t 0.249] [lr 0.000400] [CE 4.089 (4.070)] [KD 2.770 (2.631)] 2024-10-14 17:34:02,850 - Train: 77.05% [963950/1251000] [770.5/1000.0] [batch_t 0.242 (0.256)] [data_t 0.008] [optim_t 0.234] [lr 0.000399] [CE 3.902 (4.023)] [KD 2.550 (2.633)] 2024-10-14 17:34:15,446 - Train: 77.06% [964000/1251000] [770.6/1000.0] [batch_t 0.261 (0.252)] [data_t 0.007] [optim_t 0.254] [lr 0.000399] [CE 4.123 (4.081)] [KD 2.761 (2.661)] 2024-10-14 17:34:28,318 - Train: 77.06% [964050/1251000] [770.6/1000.0] [batch_t 0.443 (0.257)] [data_t 0.009] [optim_t 0.433] [lr 0.000399] [CE 3.917 (4.066)] [KD 2.630 (2.664)] 2024-10-14 17:34:40,936 - Train: 77.07% [964100/1251000] [770.7/1000.0] [batch_t 0.236 (0.252)] [data_t 0.011] [optim_t 0.225] [lr 0.000399] [CE 4.719 (3.990)] [KD 3.032 (2.563)] 2024-10-14 17:34:53,497 - Train: 77.07% [964150/1251000] [770.7/1000.0] [batch_t 0.249 (0.251)] [data_t 0.011] [optim_t 0.239] [lr 0.000399] [CE 3.671 (4.073)] [KD 2.449 (2.629)] 2024-10-14 17:35:05,942 - Train: 77.07% [964200/1251000] [770.7/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.000399] [CE 4.385 (4.161)] [KD 2.749 (2.682)] 2024-10-14 17:35:18,836 - Train: 77.08% [964250/1251000] [770.8/1000.0] [batch_t 0.252 (0.258)] [data_t 0.008] [optim_t 0.244] [lr 0.000399] [CE 4.183 (4.140)] [KD 2.620 (2.661)] 2024-10-14 17:35:30,882 - Train: 77.08% [964300/1251000] [770.8/1000.0] [batch_t 0.222 (0.241)] [data_t 0.008] [optim_t 0.214] [lr 0.000399] [CE 4.156 (3.999)] [KD 2.756 (2.605)] 2024-10-14 17:35:42,983 - Train: 77.09% [964350/1251000] [770.9/1000.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.000398] [CE 3.836 (4.050)] [KD 2.516 (2.623)] 2024-10-14 17:35:55,753 - Train: 77.09% [964400/1251000] [770.9/1000.0] [batch_t 0.226 (0.255)] [data_t 0.010] [optim_t 0.216] [lr 0.000398] [CE 4.093 (4.094)] [KD 2.550 (2.649)] 2024-10-14 17:36:08,629 - Train: 77.09% [964450/1251000] [770.9/1000.0] [batch_t 0.255 (0.257)] [data_t 0.007] [optim_t 0.247] [lr 0.000398] [CE 3.593 (4.020)] [KD 2.401 (2.616)] 2024-10-14 17:36:20,856 - Train: 77.10% [964500/1251000] [771.0/1000.0] [batch_t 0.246 (0.244)] [data_t 0.008] [optim_t 0.238] [lr 0.000398] [CE 4.160 (4.181)] [KD 2.551 (2.703)] 2024-10-14 17:36:35,438 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.181)] [top1_cnt 39322] [top5_cnt 47144] [top_all 50000] 2024-10-14 17:36:35,439 - net: 78.644 (94.288) 2024-10-14 17:36:44,979 - Test (net_E): 100.00% [50/50] [batch_t 0.241 (0.175)] [top1_cnt 40287] [top5_cnt 47608] [top_all 50000] 2024-10-14 17:36:44,980 - net_E: 80.574 (95.216) 2024-10-14 17:36:45,183 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 17:36:45,184 - ==> Total time: 2 days, 20:58:37 Eta: 20:29:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:36:56,510 - Train: 77.10% [964550/1251000] [771.0/1000.0] [batch_t 0.226 (0.265)] [data_t 0.009] [optim_t 0.216] [lr 0.000398] [CE 4.404 (4.079)] [KD 2.650 (2.606)] 2024-10-14 17:37:08,600 - Train: 77.11% [964600/1251000] [771.1/1000.0] [batch_t 0.256 (0.242)] [data_t 0.008] [optim_t 0.248] [lr 0.000398] [CE 3.834 (4.081)] [KD 2.534 (2.629)] 2024-10-14 17:37:21,516 - Train: 77.11% [964650/1251000] [771.1/1000.0] [batch_t 0.263 (0.258)] [data_t 0.009] [optim_t 0.255] [lr 0.000398] [CE 4.180 (4.129)] [KD 2.644 (2.683)] 2024-10-14 17:37:34,207 - Train: 77.11% [964700/1251000] [771.1/1000.0] [batch_t 0.257 (0.254)] [data_t 0.011] [optim_t 0.247] [lr 0.000398] [CE 3.851 (4.048)] [KD 2.524 (2.629)] 2024-10-14 17:37:47,073 - Train: 77.12% [964750/1251000] [771.2/1000.0] [batch_t 0.249 (0.257)] [data_t 0.007] [optim_t 0.242] [lr 0.000397] [CE 4.055 (4.080)] [KD 2.642 (2.610)] 2024-10-14 17:37:59,312 - Train: 77.12% [964800/1251000] [771.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.010] [optim_t 0.225] [lr 0.000397] [CE 3.974 (4.076)] [KD 2.594 (2.637)] 2024-10-14 17:38:12,351 - Train: 77.13% [964850/1251000] [771.3/1000.0] [batch_t 0.255 (0.261)] [data_t 0.008] [optim_t 0.247] [lr 0.000397] [CE 4.585 (4.040)] [KD 2.755 (2.613)] 2024-10-14 17:38:24,898 - Train: 77.13% [964900/1251000] [771.3/1000.0] [batch_t 0.230 (0.251)] [data_t 0.009] [optim_t 0.222] [lr 0.000397] [CE 4.317 (4.168)] [KD 2.696 (2.646)] 2024-10-14 17:38:37,653 - Train: 77.13% [964950/1251000] [771.3/1000.0] [batch_t 0.245 (0.255)] [data_t 0.009] [optim_t 0.236] [lr 0.000397] [CE 4.324 (4.097)] [KD 2.798 (2.618)] 2024-10-14 17:38:50,317 - Train: 77.14% [965000/1251000] [771.4/1000.0] [batch_t 0.225 (0.253)] [data_t 0.008] [optim_t 0.217] [lr 0.000397] [CE 4.099 (4.115)] [KD 2.755 (2.616)] 2024-10-14 17:39:03,195 - Train: 77.14% [965050/1251000] [771.4/1000.0] [batch_t 0.258 (0.257)] [data_t 0.007] [optim_t 0.251] [lr 0.000397] [CE 3.995 (4.070)] [KD 2.738 (2.637)] 2024-10-14 17:39:15,492 - Train: 77.15% [965100/1251000] [771.5/1000.0] [batch_t 0.232 (0.246)] [data_t 0.011] [optim_t 0.221] [lr 0.000397] [CE 3.897 (4.033)] [KD 2.566 (2.606)] 2024-10-14 17:39:27,435 - Train: 77.15% [965150/1251000] [771.5/1000.0] [batch_t 0.230 (0.239)] [data_t 0.010] [optim_t 0.220] [lr 0.000396] [CE 4.385 (4.082)] [KD 2.935 (2.616)] 2024-10-14 17:39:39,406 - Train: 77.15% [965200/1251000] [771.5/1000.0] [batch_t 0.251 (0.239)] [data_t 0.008] [optim_t 0.243] [lr 0.000396] [CE 4.306 (4.050)] [KD 2.785 (2.621)] 2024-10-14 17:39:52,239 - Train: 77.16% [965250/1251000] [771.6/1000.0] [batch_t 0.219 (0.256)] [data_t 0.008] [optim_t 0.210] [lr 0.000396] [CE 4.206 (3.985)] [KD 2.654 (2.568)] 2024-10-14 17:40:04,438 - Train: 77.16% [965300/1251000] [771.6/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.000396] [CE 3.878 (4.029)] [KD 2.553 (2.613)] 2024-10-14 17:40:17,116 - Train: 77.17% [965350/1251000] [771.7/1000.0] [batch_t 0.236 (0.253)] [data_t 0.008] [optim_t 0.228] [lr 0.000396] [CE 3.878 (4.066)] [KD 2.291 (2.610)] 2024-10-14 17:40:29,426 - Train: 77.17% [965400/1251000] [771.7/1000.0] [batch_t 0.251 (0.246)] [data_t 0.008] [optim_t 0.243] [lr 0.000396] [CE 3.844 (4.047)] [KD 2.550 (2.615)] 2024-10-14 17:40:42,363 - Train: 77.17% [965450/1251000] [771.7/1000.0] [batch_t 0.229 (0.259)] [data_t 0.010] [optim_t 0.219] [lr 0.000396] [CE 3.989 (4.022)] [KD 2.472 (2.608)] 2024-10-14 17:40:54,803 - Train: 77.18% [965500/1251000] [771.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.010] [optim_t 0.229] [lr 0.000396] [CE 4.261 (4.005)] [KD 2.937 (2.625)] 2024-10-14 17:41:06,943 - Train: 77.18% [965550/1251000] [771.8/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000395] [CE 4.052 (4.088)] [KD 2.583 (2.628)] 2024-10-14 17:41:19,341 - Train: 77.19% [965600/1251000] [771.9/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000395] [CE 3.785 (4.058)] [KD 2.557 (2.623)] 2024-10-14 17:41:32,146 - Train: 77.19% [965650/1251000] [771.9/1000.0] [batch_t 0.225 (0.256)] [data_t 0.009] [optim_t 0.216] [lr 0.000395] [CE 4.225 (4.043)] [KD 2.693 (2.666)] 2024-10-14 17:41:44,301 - Train: 77.19% [965700/1251000] [771.9/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.000395] [CE 4.113 (3.992)] [KD 2.709 (2.568)] 2024-10-14 17:41:56,498 - Train: 77.20% [965750/1251000] [772.0/1000.0] [batch_t 0.250 (0.244)] [data_t 0.007] [optim_t 0.242] [lr 0.000395] [CE 3.584 (4.037)] [KD 2.382 (2.614)] 2024-10-14 17:42:12,211 - Test (net): 100.00% [50/50] [batch_t 0.141 (0.203)] [top1_cnt 39412] [top5_cnt 47261] [top_all 50000] 2024-10-14 17:42:12,212 - net: 78.824 (94.522) 2024-10-14 17:42:21,742 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.174)] [top1_cnt 40312] [top5_cnt 47596] [top_all 50000] 2024-10-14 17:42:21,742 - net_E: 80.624 (95.192) 2024-10-14 17:42:21,945 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 17:42:21,946 - ==> Total time: 2 days, 21:04:14 Eta: 20:23:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:42:32,839 - Train: 77.20% [965800/1251000] [772.0/1000.0] [batch_t 0.219 (0.262)] [data_t 0.008] [optim_t 0.212] [lr 0.000395] [CE 3.688 (4.094)] [KD 2.590 (2.632)] 2024-10-14 17:42:45,685 - Train: 77.21% [965850/1251000] [772.1/1000.0] [batch_t 0.242 (0.257)] [data_t 0.008] [optim_t 0.234] [lr 0.000395] [CE 4.264 (4.081)] [KD 2.641 (2.617)] 2024-10-14 17:42:58,435 - Train: 77.21% [965900/1251000] [772.1/1000.0] [batch_t 0.234 (0.255)] [data_t 0.006] [optim_t 0.228] [lr 0.000395] [CE 3.549 (4.080)] [KD 2.297 (2.610)] 2024-10-14 17:43:10,367 - Train: 77.21% [965950/1251000] [772.1/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.000395] [CE 3.678 (4.125)] [KD 2.333 (2.629)] 2024-10-14 17:43:23,169 - Train: 77.22% [966000/1251000] [772.2/1000.0] [batch_t 0.242 (0.256)] [data_t 0.010] [optim_t 0.232] [lr 0.000394] [CE 4.085 (4.054)] [KD 2.603 (2.639)] 2024-10-14 17:43:35,487 - Train: 77.22% [966050/1251000] [772.2/1000.0] [batch_t 0.242 (0.246)] [data_t 0.010] [optim_t 0.232] [lr 0.000394] [CE 3.862 (4.060)] [KD 2.589 (2.615)] 2024-10-14 17:43:47,288 - Train: 77.23% [966100/1251000] [772.3/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.231] [lr 0.000394] [CE 4.328 (4.075)] [KD 2.699 (2.632)] 2024-10-14 17:43:59,616 - Train: 77.23% [966150/1251000] [772.3/1000.0] [batch_t 0.239 (0.246)] [data_t 0.008] [optim_t 0.231] [lr 0.000394] [CE 3.344 (4.090)] [KD 2.300 (2.607)] 2024-10-14 17:44:12,249 - Train: 77.23% [966200/1251000] [772.3/1000.0] [batch_t 0.213 (0.252)] [data_t 0.009] [optim_t 0.204] [lr 0.000394] [CE 3.901 (4.092)] [KD 2.614 (2.617)] 2024-10-14 17:44:24,329 - Train: 77.24% [966250/1251000] [772.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.006] [optim_t 0.230] [lr 0.000394] [CE 3.974 (4.124)] [KD 2.578 (2.650)] 2024-10-14 17:44:36,684 - Train: 77.24% [966300/1251000] [772.4/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.000394] [CE 4.468 (3.991)] [KD 2.729 (2.603)] 2024-10-14 17:44:48,667 - Train: 77.25% [966350/1251000] [772.5/1000.0] [batch_t 0.243 (0.239)] [data_t 0.010] [optim_t 0.232] [lr 0.000394] [CE 3.927 (4.070)] [KD 2.468 (2.624)] 2024-10-14 17:45:00,528 - Train: 77.25% [966400/1251000] [772.5/1000.0] [batch_t 0.439 (0.237)] [data_t 0.008] [optim_t 0.431] [lr 0.000393] [CE 4.362 (4.103)] [KD 2.734 (2.649)] 2024-10-14 17:45:13,167 - Train: 77.25% [966450/1251000] [772.5/1000.0] [batch_t 0.251 (0.253)] [data_t 0.009] [optim_t 0.242] [lr 0.000393] [CE 3.676 (4.001)] [KD 2.407 (2.584)] 2024-10-14 17:45:25,451 - Train: 77.26% [966500/1251000] [772.6/1000.0] [batch_t 0.219 (0.245)] [data_t 0.008] [optim_t 0.211] [lr 0.000393] [CE 4.193 (3.990)] [KD 2.624 (2.587)] 2024-10-14 17:45:37,661 - Train: 77.26% [966550/1251000] [772.6/1000.0] [batch_t 0.232 (0.244)] [data_t 0.010] [optim_t 0.222] [lr 0.000393] [CE 4.382 (4.154)] [KD 2.693 (2.658)] 2024-10-14 17:45:49,889 - Train: 77.27% [966600/1251000] [772.7/1000.0] [batch_t 0.243 (0.244)] [data_t 0.007] [optim_t 0.236] [lr 0.000393] [CE 3.970 (4.069)] [KD 2.758 (2.633)] 2024-10-14 17:46:02,678 - Train: 77.27% [966650/1251000] [772.7/1000.0] [batch_t 0.257 (0.256)] [data_t 0.010] [optim_t 0.247] [lr 0.000393] [CE 4.451 (4.026)] [KD 2.791 (2.631)] 2024-10-14 17:46:14,674 - Train: 77.27% [966700/1251000] [772.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.011] [optim_t 0.228] [lr 0.000393] [CE 3.730 (4.040)] [KD 2.519 (2.619)] 2024-10-14 17:46:26,924 - Train: 77.28% [966750/1251000] [772.8/1000.0] [batch_t 0.252 (0.245)] [data_t 0.009] [optim_t 0.243] [lr 0.000393] [CE 4.075 (4.090)] [KD 2.546 (2.628)] 2024-10-14 17:46:39,541 - Train: 77.28% [966800/1251000] [772.8/1000.0] [batch_t 0.253 (0.252)] [data_t 0.010] [optim_t 0.243] [lr 0.000392] [CE 4.674 (4.119)] [KD 2.835 (2.642)] 2024-10-14 17:46:52,170 - Train: 77.29% [966850/1251000] [772.9/1000.0] [batch_t 0.230 (0.252)] [data_t 0.007] [optim_t 0.223] [lr 0.000392] [CE 4.042 (4.116)] [KD 2.639 (2.667)] 2024-10-14 17:47:04,731 - Train: 77.29% [966900/1251000] [772.9/1000.0] [batch_t 0.242 (0.251)] [data_t 0.008] [optim_t 0.235] [lr 0.000392] [CE 3.562 (4.011)] [KD 2.504 (2.602)] 2024-10-14 17:47:17,461 - Train: 77.29% [966950/1251000] [772.9/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000392] [CE 4.130 (4.084)] [KD 2.683 (2.629)] 2024-10-14 17:47:29,314 - Train: 77.30% [967000/1251000] [773.0/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000392] [CE 3.897 (4.053)] [KD 2.674 (2.620)] 2024-10-14 17:47:43,664 - Test (net): 100.00% [50/50] [batch_t 0.132 (0.166)] [top1_cnt 39371] [top5_cnt 47181] [top_all 50000] 2024-10-14 17:47:43,664 - net: 78.742 (94.362) 2024-10-14 17:47:53,832 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.186)] [top1_cnt 40306] [top5_cnt 47616] [top_all 50000] 2024-10-14 17:47:53,833 - net_E: 80.612 (95.232) 2024-10-14 17:47:54,062 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 17:47:54,062 - ==> Total time: 2 days, 21:09:46 Eta: 20:18:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:48:03,891 - Train: 77.30% [967050/1251000] [773.0/1000.0] [batch_t 0.243 (0.258)] [data_t 0.007] [optim_t 0.235] [lr 0.000392] [CE 4.117 (4.108)] [KD 2.813 (2.654)] 2024-10-14 17:48:17,127 - Train: 77.31% [967100/1251000] [773.1/1000.0] [batch_t 0.234 (0.264)] [data_t 0.010] [optim_t 0.224] [lr 0.000392] [CE 4.173 (3.958)] [KD 2.602 (2.571)] 2024-10-14 17:48:29,623 - Train: 77.31% [967150/1251000] [773.1/1000.0] [batch_t 0.237 (0.250)] [data_t 0.008] [optim_t 0.229] [lr 0.000392] [CE 4.191 (4.047)] [KD 2.574 (2.593)] 2024-10-14 17:48:41,890 - Train: 77.31% [967200/1251000] [773.1/1000.0] [batch_t 0.442 (0.245)] [data_t 0.009] [optim_t 0.433] [lr 0.000391] [CE 4.025 (4.072)] [KD 2.531 (2.578)] 2024-10-14 17:48:53,916 - Train: 77.32% [967250/1251000] [773.2/1000.0] [batch_t 0.244 (0.240)] [data_t 0.007] [optim_t 0.237] [lr 0.000391] [CE 4.355 (4.073)] [KD 2.769 (2.606)] 2024-10-14 17:49:05,821 - Train: 77.32% [967300/1251000] [773.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.000391] [CE 3.552 (4.016)] [KD 2.374 (2.595)] 2024-10-14 17:49:18,212 - Train: 77.33% [967350/1251000] [773.3/1000.0] [batch_t 0.227 (0.248)] [data_t 0.012] [optim_t 0.215] [lr 0.000391] [CE 3.734 (4.053)] [KD 2.294 (2.604)] 2024-10-14 17:49:30,729 - Train: 77.33% [967400/1251000] [773.3/1000.0] [batch_t 0.230 (0.250)] [data_t 0.007] [optim_t 0.223] [lr 0.000391] [CE 4.128 (4.145)] [KD 2.591 (2.650)] 2024-10-14 17:49:43,208 - Train: 77.33% [967450/1251000] [773.3/1000.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.221] [lr 0.000391] [CE 3.143 (4.015)] [KD 2.240 (2.603)] 2024-10-14 17:49:55,009 - Train: 77.34% [967500/1251000] [773.4/1000.0] [batch_t 0.240 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.000391] [CE 4.036 (4.051)] [KD 2.546 (2.607)] 2024-10-14 17:50:07,652 - Train: 77.34% [967550/1251000] [773.4/1000.0] [batch_t 0.264 (0.253)] [data_t 0.007] [optim_t 0.258] [lr 0.000391] [CE 3.832 (4.059)] [KD 2.480 (2.601)] 2024-10-14 17:50:19,816 - Train: 77.35% [967600/1251000] [773.5/1000.0] [batch_t 0.241 (0.243)] [data_t 0.011] [optim_t 0.230] [lr 0.000390] [CE 4.113 (4.007)] [KD 2.578 (2.600)] 2024-10-14 17:50:32,385 - Train: 77.35% [967650/1251000] [773.5/1000.0] [batch_t 0.243 (0.251)] [data_t 0.007] [optim_t 0.236] [lr 0.000390] [CE 4.485 (3.993)] [KD 2.746 (2.606)] 2024-10-14 17:50:44,695 - Train: 77.35% [967700/1251000] [773.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.000390] [CE 4.109 (4.054)] [KD 2.828 (2.604)] 2024-10-14 17:50:57,352 - Train: 77.36% [967750/1251000] [773.6/1000.0] [batch_t 0.231 (0.253)] [data_t 0.011] [optim_t 0.220] [lr 0.000390] [CE 4.409 (4.154)] [KD 2.674 (2.640)] 2024-10-14 17:51:09,643 - Train: 77.36% [967800/1251000] [773.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.000390] [CE 3.887 (4.075)] [KD 2.471 (2.613)] 2024-10-14 17:51:22,118 - Train: 77.37% [967850/1251000] [773.7/1000.0] [batch_t 0.251 (0.249)] [data_t 0.008] [optim_t 0.243] [lr 0.000390] [CE 3.785 (3.948)] [KD 2.330 (2.547)] 2024-10-14 17:51:34,061 - Train: 77.37% [967900/1251000] [773.7/1000.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000390] [CE 4.139 (4.063)] [KD 2.771 (2.625)] 2024-10-14 17:51:46,882 - Train: 77.37% [967950/1251000] [773.7/1000.0] [batch_t 0.234 (0.256)] [data_t 0.011] [optim_t 0.223] [lr 0.000390] [CE 4.086 (4.095)] [KD 2.452 (2.615)] 2024-10-14 17:51:59,037 - Train: 77.38% [968000/1251000] [773.8/1000.0] [batch_t 0.230 (0.243)] [data_t 0.010] [optim_t 0.220] [lr 0.000390] [CE 4.231 (4.112)] [KD 2.953 (2.661)] 2024-10-14 17:52:11,379 - Train: 77.38% [968050/1251000] [773.8/1000.0] [batch_t 0.230 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.000389] [CE 3.418 (4.088)] [KD 2.374 (2.657)] 2024-10-14 17:52:24,043 - Train: 77.39% [968100/1251000] [773.9/1000.0] [batch_t 0.216 (0.253)] [data_t 0.008] [optim_t 0.209] [lr 0.000389] [CE 4.192 (4.081)] [KD 2.671 (2.626)] 2024-10-14 17:52:36,822 - Train: 77.39% [968150/1251000] [773.9/1000.0] [batch_t 0.252 (0.255)] [data_t 0.007] [optim_t 0.245] [lr 0.000389] [CE 4.100 (4.023)] [KD 2.799 (2.594)] 2024-10-14 17:52:49,077 - Train: 77.39% [968200/1251000] [773.9/1000.0] [batch_t 0.276 (0.245)] [data_t 0.010] [optim_t 0.266] [lr 0.000389] [CE 3.950 (4.056)] [KD 2.661 (2.613)] 2024-10-14 17:53:01,381 - Train: 77.40% [968250/1251000] [774.0/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000389] [CE 3.951 (4.078)] [KD 2.556 (2.639)] 2024-10-14 17:53:17,452 - Test (net): 100.00% [50/50] [batch_t 0.245 (0.197)] [top1_cnt 39319] [top5_cnt 47153] [top_all 50000] 2024-10-14 17:53:17,453 - net: 78.638 (94.306) 2024-10-14 17:53:26,991 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.174)] [top1_cnt 40324] [top5_cnt 47610] [top_all 50000] 2024-10-14 17:53:26,991 - net_E: 80.648 (95.220) 2024-10-14 17:53:27,220 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 17:53:27,221 - ==> Total time: 2 days, 21:15:20 Eta: 20:13:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:53:37,875 - Train: 77.40% [968300/1251000] [774.0/1000.0] [batch_t 0.237 (0.272)] [data_t 0.007] [optim_t 0.230] [lr 0.000389] [CE 4.598 (4.105)] [KD 2.901 (2.614)] 2024-10-14 17:53:50,727 - Train: 77.41% [968350/1251000] [774.1/1000.0] [batch_t 0.245 (0.257)] [data_t 0.009] [optim_t 0.236] [lr 0.000389] [CE 4.047 (4.097)] [KD 2.366 (2.632)] 2024-10-14 17:54:03,498 - Train: 77.41% [968400/1251000] [774.1/1000.0] [batch_t 0.228 (0.255)] [data_t 0.007] [optim_t 0.221] [lr 0.000389] [CE 3.726 (4.067)] [KD 2.377 (2.601)] 2024-10-14 17:54:15,733 - Train: 77.41% [968450/1251000] [774.1/1000.0] [batch_t 0.240 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.000388] [CE 4.165 (4.061)] [KD 2.695 (2.611)] 2024-10-14 17:54:28,030 - Train: 77.42% [968500/1251000] [774.2/1000.0] [batch_t 0.258 (0.246)] [data_t 0.010] [optim_t 0.248] [lr 0.000388] [CE 3.889 (4.072)] [KD 2.498 (2.579)] 2024-10-14 17:54:40,689 - Train: 77.42% [968550/1251000] [774.2/1000.0] [batch_t 0.236 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.000388] [CE 4.620 (4.106)] [KD 2.724 (2.606)] 2024-10-14 17:54:53,192 - Train: 77.43% [968600/1251000] [774.3/1000.0] [batch_t 0.251 (0.250)] [data_t 0.007] [optim_t 0.244] [lr 0.000388] [CE 4.283 (4.096)] [KD 2.826 (2.613)] 2024-10-14 17:55:05,483 - Train: 77.43% [968650/1251000] [774.3/1000.0] [batch_t 0.240 (0.246)] [data_t 0.011] [optim_t 0.230] [lr 0.000388] [CE 3.806 (4.072)] [KD 2.415 (2.609)] 2024-10-14 17:55:18,296 - Train: 77.43% [968700/1251000] [774.3/1000.0] [batch_t 0.237 (0.256)] [data_t 0.007] [optim_t 0.230] [lr 0.000388] [CE 4.112 (4.055)] [KD 2.603 (2.609)] 2024-10-14 17:55:31,042 - Train: 77.44% [968750/1251000] [774.4/1000.0] [batch_t 0.240 (0.255)] [data_t 0.008] [optim_t 0.232] [lr 0.000388] [CE 3.969 (4.123)] [KD 2.565 (2.612)] 2024-10-14 17:55:43,701 - Train: 77.44% [968800/1251000] [774.4/1000.0] [batch_t 0.244 (0.253)] [data_t 0.007] [optim_t 0.237] [lr 0.000388] [CE 3.977 (4.015)] [KD 2.648 (2.601)] 2024-10-14 17:55:56,134 - Train: 77.45% [968850/1251000] [774.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.008] [optim_t 0.226] [lr 0.000387] [CE 3.679 (4.054)] [KD 2.368 (2.626)] 2024-10-14 17:56:08,517 - Train: 77.45% [968900/1251000] [774.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000387] [CE 3.863 (4.009)] [KD 2.407 (2.588)] 2024-10-14 17:56:21,462 - Train: 77.45% [968950/1251000] [774.5/1000.0] [batch_t 0.228 (0.259)] [data_t 0.007] [optim_t 0.222] [lr 0.000387] [CE 3.859 (4.027)] [KD 2.533 (2.593)] 2024-10-14 17:56:34,269 - Train: 77.46% [969000/1251000] [774.6/1000.0] [batch_t 0.255 (0.256)] [data_t 0.010] [optim_t 0.245] [lr 0.000387] [CE 3.693 (4.070)] [KD 2.545 (2.623)] 2024-10-14 17:56:46,466 - Train: 77.46% [969050/1251000] [774.6/1000.0] [batch_t 0.253 (0.244)] [data_t 0.008] [optim_t 0.246] [lr 0.000387] [CE 4.236 (4.010)] [KD 2.552 (2.577)] 2024-10-14 17:56:58,688 - Train: 77.47% [969100/1251000] [774.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.000387] [CE 4.425 (4.043)] [KD 2.791 (2.581)] 2024-10-14 17:57:11,818 - Train: 77.47% [969150/1251000] [774.7/1000.0] [batch_t 0.254 (0.262)] [data_t 0.010] [optim_t 0.245] [lr 0.000387] [CE 3.666 (4.051)] [KD 2.435 (2.591)] 2024-10-14 17:57:24,508 - Train: 77.47% [969200/1251000] [774.7/1000.0] [batch_t 0.250 (0.254)] [data_t 0.009] [optim_t 0.241] [lr 0.000387] [CE 3.812 (4.008)] [KD 2.379 (2.590)] 2024-10-14 17:57:36,869 - Train: 77.48% [969250/1251000] [774.8/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.000386] [CE 4.652 (4.043)] [KD 2.681 (2.618)] 2024-10-14 17:57:49,016 - Train: 77.48% [969300/1251000] [774.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.230] [lr 0.000386] [CE 4.196 (4.062)] [KD 2.805 (2.593)] 2024-10-14 17:58:01,731 - Train: 77.49% [969350/1251000] [774.9/1000.0] [batch_t 0.241 (0.254)] [data_t 0.008] [optim_t 0.234] [lr 0.000386] [CE 4.224 (4.053)] [KD 2.633 (2.633)] 2024-10-14 17:58:14,340 - Train: 77.49% [969400/1251000] [774.9/1000.0] [batch_t 0.235 (0.252)] [data_t 0.010] [optim_t 0.225] [lr 0.000386] [CE 3.445 (4.087)] [KD 2.178 (2.603)] 2024-10-14 17:58:26,710 - Train: 77.49% [969450/1251000] [774.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.011] [optim_t 0.231] [lr 0.000386] [CE 4.194 (4.120)] [KD 2.588 (2.642)] 2024-10-14 17:58:39,027 - Train: 77.50% [969500/1251000] [775.0/1000.0] [batch_t 0.224 (0.246)] [data_t 0.010] [optim_t 0.214] [lr 0.000386] [CE 3.714 (4.024)] [KD 2.514 (2.629)] 2024-10-14 17:58:54,527 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 39406] [top5_cnt 47130] [top_all 50000] 2024-10-14 17:58:54,527 - net: 78.812 (94.260) 2024-10-14 17:59:03,418 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 40303] [top5_cnt 47598] [top_all 50000] 2024-10-14 17:59:03,419 - net_E: 80.606 (95.196) 2024-10-14 17:59:03,634 - Max [top1: 78.832 (epoch: 765)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 17:59:03,634 - ==> Total time: 2 days, 21:20:56 Eta: 20:08:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 17:59:15,014 - Train: 77.50% [969550/1251000] [775.0/1000.0] [batch_t 0.234 (0.277)] [data_t 0.006] [optim_t 0.228] [lr 0.000386] [CE 3.811 (4.039)] [KD 2.571 (2.602)] 2024-10-14 17:59:27,406 - Train: 77.51% [969600/1251000] [775.1/1000.0] [batch_t 0.259 (0.248)] [data_t 0.008] [optim_t 0.251] [lr 0.000386] [CE 3.914 (4.068)] [KD 2.467 (2.580)] 2024-10-14 17:59:39,978 - Train: 77.51% [969650/1251000] [775.1/1000.0] [batch_t 0.229 (0.251)] [data_t 0.007] [optim_t 0.222] [lr 0.000385] [CE 4.432 (4.048)] [KD 2.960 (2.585)] 2024-10-14 17:59:52,801 - Train: 77.51% [969700/1251000] [775.1/1000.0] [batch_t 0.232 (0.256)] [data_t 0.007] [optim_t 0.225] [lr 0.000385] [CE 4.236 (4.011)] [KD 2.799 (2.590)] 2024-10-14 18:00:05,471 - Train: 77.52% [969750/1251000] [775.2/1000.0] [batch_t 0.261 (0.253)] [data_t 0.009] [optim_t 0.252] [lr 0.000385] [CE 4.507 (4.094)] [KD 2.727 (2.618)] 2024-10-14 18:00:17,672 - Train: 77.52% [969800/1251000] [775.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.000385] [CE 3.829 (4.048)] [KD 2.460 (2.584)] 2024-10-14 18:00:30,156 - Train: 77.53% [969850/1251000] [775.3/1000.0] [batch_t 0.246 (0.249)] [data_t 0.010] [optim_t 0.236] [lr 0.000385] [CE 3.511 (3.985)] [KD 2.358 (2.565)] 2024-10-14 18:00:43,194 - Train: 77.53% [969900/1251000] [775.3/1000.0] [batch_t 0.249 (0.261)] [data_t 0.008] [optim_t 0.241] [lr 0.000385] [CE 4.079 (4.000)] [KD 2.447 (2.588)] 2024-10-14 18:00:55,609 - Train: 77.53% [969950/1251000] [775.3/1000.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.000385] [CE 3.835 (4.141)] [KD 2.398 (2.653)] 2024-10-14 18:01:07,974 - Train: 77.54% [970000/1251000] [775.4/1000.0] [batch_t 0.229 (0.247)] [data_t 0.007] [optim_t 0.222] [lr 0.000385] [CE 4.401 (4.045)] [KD 2.878 (2.589)] 2024-10-14 18:01:20,690 - Train: 77.54% [970050/1251000] [775.4/1000.0] [batch_t 0.254 (0.254)] [data_t 0.007] [optim_t 0.248] [lr 0.000385] [CE 4.598 (3.985)] [KD 2.902 (2.551)] 2024-10-14 18:01:33,412 - Train: 77.55% [970100/1251000] [775.5/1000.0] [batch_t 0.236 (0.254)] [data_t 0.010] [optim_t 0.226] [lr 0.000384] [CE 4.298 (4.061)] [KD 2.836 (2.621)] 2024-10-14 18:01:46,180 - Train: 77.55% [970150/1251000] [775.5/1000.0] [batch_t 0.240 (0.255)] [data_t 0.010] [optim_t 0.231] [lr 0.000384] [CE 4.024 (4.033)] [KD 2.654 (2.600)] 2024-10-14 18:01:58,291 - Train: 77.55% [970200/1251000] [775.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000384] [CE 3.927 (4.133)] [KD 2.690 (2.662)] 2024-10-14 18:02:10,442 - Train: 77.56% [970250/1251000] [775.6/1000.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.000384] [CE 3.754 (4.010)] [KD 2.317 (2.589)] 2024-10-14 18:02:22,980 - Train: 77.56% [970300/1251000] [775.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.010] [optim_t 0.225] [lr 0.000384] [CE 4.507 (4.027)] [KD 2.666 (2.571)] 2024-10-14 18:02:35,634 - Train: 77.57% [970350/1251000] [775.7/1000.0] [batch_t 0.234 (0.253)] [data_t 0.010] [optim_t 0.224] [lr 0.000384] [CE 4.067 (4.037)] [KD 2.465 (2.585)] 2024-10-14 18:02:47,593 - Train: 77.57% [970400/1251000] [775.7/1000.0] [batch_t 0.217 (0.239)] [data_t 0.007] [optim_t 0.210] [lr 0.000384] [CE 4.060 (4.078)] [KD 2.552 (2.634)] 2024-10-14 18:02:59,711 - Train: 77.57% [970450/1251000] [775.7/1000.0] [batch_t 0.240 (0.242)] [data_t 0.011] [optim_t 0.229] [lr 0.000384] [CE 4.280 (4.106)] [KD 2.664 (2.623)] 2024-10-14 18:03:12,363 - Train: 77.58% [970500/1251000] [775.8/1000.0] [batch_t 0.247 (0.253)] [data_t 0.008] [optim_t 0.239] [lr 0.000383] [CE 3.450 (4.038)] [KD 2.392 (2.588)] 2024-10-14 18:03:24,569 - Train: 77.58% [970550/1251000] [775.8/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.000383] [CE 3.841 (4.024)] [KD 2.516 (2.594)] 2024-10-14 18:03:36,301 - Train: 77.59% [970600/1251000] [775.9/1000.0] [batch_t 0.243 (0.234)] [data_t 0.008] [optim_t 0.235] [lr 0.000383] [CE 4.138 (4.109)] [KD 2.652 (2.627)] 2024-10-14 18:03:48,496 - Train: 77.59% [970650/1251000] [775.9/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000383] [CE 3.785 (4.090)] [KD 2.507 (2.619)] 2024-10-14 18:04:01,033 - Train: 77.59% [970700/1251000] [775.9/1000.0] [batch_t 0.232 (0.251)] [data_t 0.010] [optim_t 0.222] [lr 0.000383] [CE 4.080 (4.007)] [KD 2.650 (2.567)] 2024-10-14 18:04:13,630 - Train: 77.60% [970750/1251000] [776.0/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000383] [CE 3.793 (4.095)] [KD 2.489 (2.602)] 2024-10-14 18:04:28,880 - Test (net): 100.00% [50/50] [batch_t 0.045 (0.174)] [top1_cnt 39512] [top5_cnt 47210] [top_all 50000] 2024-10-14 18:04:28,881 - net: 79.024 (94.420) 2024-10-14 18:04:38,212 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.171)] [top1_cnt 40329] [top5_cnt 47623] [top_all 50000] 2024-10-14 18:04:38,213 - net_E: 80.658 (95.246) 2024-10-14 18:04:38,426 - Max [top1: 79.024 (epoch: 776)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 18:04:38,426 - ==> Total time: 2 days, 21:26:31 Eta: 20:02:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:04:56,553 - Train: 77.60% [970800/1251000] [776.0/1000.0] [batch_t 0.233 (0.258)] [data_t 0.010] [optim_t 0.223] [lr 0.000383] [CE 3.767 (4.091)] [KD 2.547 (2.626)] 2024-10-14 18:05:08,783 - Train: 77.61% [970850/1251000] [776.1/1000.0] [batch_t 0.231 (0.244)] [data_t 0.010] [optim_t 0.221] [lr 0.000383] [CE 4.010 (4.134)] [KD 2.716 (2.626)] 2024-10-14 18:05:21,024 - Train: 77.61% [970900/1251000] [776.1/1000.0] [batch_t 0.218 (0.245)] [data_t 0.010] [optim_t 0.209] [lr 0.000382] [CE 3.562 (4.078)] [KD 2.175 (2.619)] 2024-10-14 18:05:33,409 - Train: 77.61% [970950/1251000] [776.1/1000.0] [batch_t 0.240 (0.248)] [data_t 0.010] [optim_t 0.229] [lr 0.000382] [CE 4.154 (4.060)] [KD 2.815 (2.583)] 2024-10-14 18:05:45,702 - Train: 77.62% [971000/1251000] [776.2/1000.0] [batch_t 0.251 (0.246)] [data_t 0.008] [optim_t 0.243] [lr 0.000382] [CE 3.917 (3.993)] [KD 2.481 (2.558)] 2024-10-14 18:05:57,865 - Train: 77.62% [971050/1251000] [776.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.000382] [CE 3.566 (4.085)] [KD 2.264 (2.604)] 2024-10-14 18:06:10,423 - Train: 77.63% [971100/1251000] [776.3/1000.0] [batch_t 0.241 (0.251)] [data_t 0.007] [optim_t 0.234] [lr 0.000382] [CE 4.437 (4.069)] [KD 2.814 (2.618)] 2024-10-14 18:06:23,114 - Train: 77.63% [971150/1251000] [776.3/1000.0] [batch_t 0.246 (0.254)] [data_t 0.007] [optim_t 0.240] [lr 0.000382] [CE 3.288 (4.064)] [KD 2.354 (2.581)] 2024-10-14 18:06:35,402 - Train: 77.63% [971200/1251000] [776.3/1000.0] [batch_t 0.228 (0.246)] [data_t 0.008] [optim_t 0.221] [lr 0.000382] [CE 3.916 (4.152)] [KD 2.695 (2.650)] 2024-10-14 18:06:47,757 - Train: 77.64% [971250/1251000] [776.4/1000.0] [batch_t 0.250 (0.247)] [data_t 0.010] [optim_t 0.240] [lr 0.000382] [CE 4.478 (4.150)] [KD 2.803 (2.655)] 2024-10-14 18:07:00,248 - Train: 77.64% [971300/1251000] [776.4/1000.0] [batch_t 0.246 (0.250)] [data_t 0.007] [optim_t 0.239] [lr 0.000382] [CE 3.982 (4.095)] [KD 2.602 (2.622)] 2024-10-14 18:07:12,834 - Train: 77.65% [971350/1251000] [776.5/1000.0] [batch_t 0.247 (0.252)] [data_t 0.009] [optim_t 0.237] [lr 0.000381] [CE 3.879 (3.982)] [KD 2.595 (2.526)] 2024-10-14 18:07:25,350 - Train: 77.65% [971400/1251000] [776.5/1000.0] [batch_t 0.233 (0.250)] [data_t 0.007] [optim_t 0.226] [lr 0.000381] [CE 4.154 (4.045)] [KD 2.564 (2.612)] 2024-10-14 18:07:37,817 - Train: 77.65% [971450/1251000] [776.5/1000.0] [batch_t 0.251 (0.249)] [data_t 0.009] [optim_t 0.242] [lr 0.000381] [CE 3.719 (4.088)] [KD 2.454 (2.622)] 2024-10-14 18:07:50,366 - Train: 77.66% [971500/1251000] [776.6/1000.0] [batch_t 0.447 (0.251)] [data_t 0.008] [optim_t 0.439] [lr 0.000381] [CE 4.190 (4.066)] [KD 2.706 (2.598)] 2024-10-14 18:08:03,030 - Train: 77.66% [971550/1251000] [776.6/1000.0] [batch_t 0.261 (0.253)] [data_t 0.011] [optim_t 0.250] [lr 0.000381] [CE 4.068 (4.068)] [KD 2.644 (2.601)] 2024-10-14 18:08:15,421 - Train: 77.67% [971600/1251000] [776.7/1000.0] [batch_t 0.227 (0.248)] [data_t 0.007] [optim_t 0.220] [lr 0.000381] [CE 4.331 (4.129)] [KD 2.677 (2.633)] 2024-10-14 18:08:27,585 - Train: 77.67% [971650/1251000] [776.7/1000.0] [batch_t 0.254 (0.243)] [data_t 0.007] [optim_t 0.248] [lr 0.000381] [CE 4.614 (4.044)] [KD 2.824 (2.580)] 2024-10-14 18:08:40,025 - Train: 77.67% [971700/1251000] [776.7/1000.0] [batch_t 0.234 (0.249)] [data_t 0.008] [optim_t 0.226] [lr 0.000381] [CE 3.898 (4.024)] [KD 2.535 (2.581)] 2024-10-14 18:08:53,042 - Train: 77.68% [971750/1251000] [776.8/1000.0] [batch_t 0.230 (0.260)] [data_t 0.006] [optim_t 0.224] [lr 0.000380] [CE 3.767 (4.038)] [KD 2.494 (2.592)] 2024-10-14 18:09:05,215 - Train: 77.68% [971800/1251000] [776.8/1000.0] [batch_t 0.251 (0.243)] [data_t 0.010] [optim_t 0.240] [lr 0.000380] [CE 3.909 (4.052)] [KD 2.683 (2.603)] 2024-10-14 18:09:17,442 - Train: 77.69% [971850/1251000] [776.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.008] [optim_t 0.226] [lr 0.000380] [CE 4.699 (4.072)] [KD 2.887 (2.595)] 2024-10-14 18:09:29,348 - Train: 77.69% [971900/1251000] [776.9/1000.0] [batch_t 0.242 (0.238)] [data_t 0.006] [optim_t 0.236] [lr 0.000380] [CE 3.811 (3.948)] [KD 2.387 (2.546)] 2024-10-14 18:09:42,364 - Train: 77.69% [971950/1251000] [776.9/1000.0] [batch_t 0.236 (0.260)] [data_t 0.006] [optim_t 0.229] [lr 0.000380] [CE 3.662 (4.084)] [KD 2.399 (2.594)] 2024-10-14 18:09:54,814 - Train: 77.70% [972000/1251000] [777.0/1000.0] [batch_t 0.437 (0.249)] [data_t 0.009] [optim_t 0.428] [lr 0.000380] [CE 3.849 (4.008)] [KD 2.579 (2.582)] 2024-10-14 18:10:10,081 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.167)] [top1_cnt 39470] [top5_cnt 47225] [top_all 50000] 2024-10-14 18:10:10,082 - net: 78.940 (94.450) 2024-10-14 18:10:19,867 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.179)] [top1_cnt 40332] [top5_cnt 47632] [top_all 50000] 2024-10-14 18:10:19,868 - net_E: 80.664 (95.264) 2024-10-14 18:10:20,094 - Max [top1: 79.024 (epoch: 776)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 18:10:20,095 - ==> Total time: 2 days, 21:32:12 Eta: 19:57:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:10:29,461 - Train: 77.70% [972050/1251000] [777.0/1000.0] [batch_t 0.239 (0.278)] [data_t 0.007] [optim_t 0.232] [lr 0.000380] [CE 3.792 (3.964)] [KD 2.409 (2.526)] 2024-10-14 18:10:41,807 - Train: 77.71% [972100/1251000] [777.1/1000.0] [batch_t 0.233 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.000380] [CE 4.328 (4.153)] [KD 2.559 (2.629)] 2024-10-14 18:10:54,489 - Train: 77.71% [972150/1251000] [777.1/1000.0] [batch_t 0.231 (0.253)] [data_t 0.007] [optim_t 0.224] [lr 0.000379] [CE 3.767 (4.021)] [KD 2.591 (2.586)] 2024-10-14 18:11:06,540 - Train: 77.71% [972200/1251000] [777.1/1000.0] [batch_t 0.224 (0.241)] [data_t 0.008] [optim_t 0.216] [lr 0.000379] [CE 4.421 (4.057)] [KD 2.751 (2.590)] 2024-10-14 18:11:18,757 - Train: 77.72% [972250/1251000] [777.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.008] [optim_t 0.227] [lr 0.000379] [CE 3.476 (4.115)] [KD 2.154 (2.617)] 2024-10-14 18:11:31,116 - Train: 77.72% [972300/1251000] [777.2/1000.0] [batch_t 0.417 (0.247)] [data_t 0.009] [optim_t 0.408] [lr 0.000379] [CE 4.362 (4.068)] [KD 2.666 (2.577)] 2024-10-14 18:11:43,282 - Train: 77.73% [972350/1251000] [777.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.000379] [CE 4.548 (4.079)] [KD 2.645 (2.609)] 2024-10-14 18:11:55,424 - Train: 77.73% [972400/1251000] [777.3/1000.0] [batch_t 0.243 (0.243)] [data_t 0.010] [optim_t 0.233] [lr 0.000379] [CE 3.703 (4.043)] [KD 2.509 (2.580)] 2024-10-14 18:12:07,886 - Train: 77.73% [972450/1251000] [777.3/1000.0] [batch_t 0.247 (0.249)] [data_t 0.009] [optim_t 0.238] [lr 0.000379] [CE 4.061 (4.070)] [KD 2.674 (2.633)] 2024-10-14 18:12:20,381 - Train: 77.74% [972500/1251000] [777.4/1000.0] [batch_t 0.263 (0.250)] [data_t 0.010] [optim_t 0.253] [lr 0.000379] [CE 3.732 (3.963)] [KD 2.468 (2.545)] 2024-10-14 18:12:32,374 - Train: 77.74% [972550/1251000] [777.4/1000.0] [batch_t 0.246 (0.240)] [data_t 0.008] [optim_t 0.238] [lr 0.000379] [CE 4.154 (4.094)] [KD 2.630 (2.631)] 2024-10-14 18:12:44,952 - Train: 77.75% [972600/1251000] [777.5/1000.0] [batch_t 0.234 (0.251)] [data_t 0.008] [optim_t 0.226] [lr 0.000378] [CE 4.513 (4.090)] [KD 2.774 (2.646)] 2024-10-14 18:12:57,400 - Train: 77.75% [972650/1251000] [777.5/1000.0] [batch_t 0.230 (0.249)] [data_t 0.008] [optim_t 0.221] [lr 0.000378] [CE 4.431 (4.060)] [KD 2.870 (2.615)] 2024-10-14 18:13:09,505 - Train: 77.75% [972700/1251000] [777.5/1000.0] [batch_t 0.252 (0.242)] [data_t 0.010] [optim_t 0.242] [lr 0.000378] [CE 3.926 (4.041)] [KD 2.622 (2.590)] 2024-10-14 18:13:21,896 - Train: 77.76% [972750/1251000] [777.6/1000.0] [batch_t 0.241 (0.248)] [data_t 0.010] [optim_t 0.231] [lr 0.000378] [CE 3.835 (4.040)] [KD 2.222 (2.574)] 2024-10-14 18:13:34,523 - Train: 77.76% [972800/1251000] [777.6/1000.0] [batch_t 0.231 (0.252)] [data_t 0.006] [optim_t 0.225] [lr 0.000378] [CE 3.892 (4.024)] [KD 2.421 (2.598)] 2024-10-14 18:13:46,501 - Train: 77.77% [972850/1251000] [777.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.010] [optim_t 0.231] [lr 0.000378] [CE 4.521 (4.060)] [KD 2.873 (2.610)] 2024-10-14 18:13:58,741 - Train: 77.77% [972900/1251000] [777.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000378] [CE 4.209 (4.039)] [KD 2.644 (2.594)] 2024-10-14 18:14:11,186 - Train: 77.77% [972950/1251000] [777.7/1000.0] [batch_t 0.241 (0.249)] [data_t 0.010] [optim_t 0.231] [lr 0.000378] [CE 4.212 (4.111)] [KD 2.689 (2.604)] 2024-10-14 18:14:23,345 - Train: 77.78% [973000/1251000] [777.8/1000.0] [batch_t 0.225 (0.243)] [data_t 0.008] [optim_t 0.217] [lr 0.000377] [CE 3.936 (4.094)] [KD 2.519 (2.629)] 2024-10-14 18:14:35,587 - Train: 77.78% [973050/1251000] [777.8/1000.0] [batch_t 0.244 (0.245)] [data_t 0.007] [optim_t 0.238] [lr 0.000377] [CE 3.867 (4.024)] [KD 2.430 (2.588)] 2024-10-14 18:14:48,030 - Train: 77.79% [973100/1251000] [777.9/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.231] [lr 0.000377] [CE 4.458 (4.085)] [KD 2.820 (2.620)] 2024-10-14 18:15:00,581 - Train: 77.79% [973150/1251000] [777.9/1000.0] [batch_t 0.241 (0.251)] [data_t 0.008] [optim_t 0.233] [lr 0.000377] [CE 4.147 (4.043)] [KD 2.646 (2.570)] 2024-10-14 18:15:13,676 - Train: 77.79% [973200/1251000] [777.9/1000.0] [batch_t 0.228 (0.262)] [data_t 0.007] [optim_t 0.221] [lr 0.000377] [CE 3.791 (4.002)] [KD 2.412 (2.544)] 2024-10-14 18:15:26,225 - Train: 77.80% [973250/1251000] [778.0/1000.0] [batch_t 0.242 (0.251)] [data_t 0.010] [optim_t 0.232] [lr 0.000377] [CE 4.298 (4.069)] [KD 2.607 (2.597)] 2024-10-14 18:15:42,302 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.183)] [top1_cnt 39523] [top5_cnt 47276] [top_all 50000] 2024-10-14 18:15:42,303 - net: 79.046 (94.552) 2024-10-14 18:15:51,217 - Test (net_E): 100.00% [50/50] [batch_t 0.123 (0.161)] [top1_cnt 40354] [top5_cnt 47633] [top_all 50000] 2024-10-14 18:15:51,218 - net_E: 80.708 (95.266) 2024-10-14 18:15:51,422 - Max [top1: 79.046 (epoch: 778)] [top1-ema: 80.710 (epoch: 767)] 2024-10-14 18:15:51,423 - ==> Total time: 2 days, 21:37:44 Eta: 19:52:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:16:13,401 - Train: 77.80% [973300/1251000] [778.0/1000.0] [batch_t 0.230 (0.272)] [data_t 0.008] [optim_t 0.221] [lr 0.000377] [CE 3.985 (4.126)] [KD 2.430 (2.595)] 2024-10-14 18:16:25,799 - Train: 77.81% [973350/1251000] [778.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.000377] [CE 4.127 (4.058)] [KD 2.609 (2.562)] 2024-10-14 18:16:38,678 - Train: 77.81% [973400/1251000] [778.1/1000.0] [batch_t 0.237 (0.257)] [data_t 0.008] [optim_t 0.229] [lr 0.000376] [CE 4.169 (4.153)] [KD 2.818 (2.621)] 2024-10-14 18:16:50,802 - Train: 77.81% [973450/1251000] [778.1/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.225] [lr 0.000376] [CE 4.333 (4.066)] [KD 2.569 (2.609)] 2024-10-14 18:17:02,832 - Train: 77.82% [973500/1251000] [778.2/1000.0] [batch_t 0.245 (0.240)] [data_t 0.010] [optim_t 0.235] [lr 0.000376] [CE 4.341 (4.036)] [KD 2.721 (2.571)] 2024-10-14 18:17:15,477 - Train: 77.82% [973550/1251000] [778.2/1000.0] [batch_t 0.402 (0.253)] [data_t 0.009] [optim_t 0.393] [lr 0.000376] [CE 3.595 (4.049)] [KD 2.295 (2.586)] 2024-10-14 18:17:27,717 - Train: 77.83% [973600/1251000] [778.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.010] [optim_t 0.223] [lr 0.000376] [CE 4.447 (4.028)] [KD 2.764 (2.564)] 2024-10-14 18:17:40,149 - Train: 77.83% [973650/1251000] [778.3/1000.0] [batch_t 0.241 (0.248)] [data_t 0.007] [optim_t 0.234] [lr 0.000376] [CE 4.524 (4.068)] [KD 2.690 (2.589)] 2024-10-14 18:17:52,683 - Train: 77.83% [973700/1251000] [778.3/1000.0] [batch_t 0.238 (0.250)] [data_t 0.008] [optim_t 0.230] [lr 0.000376] [CE 3.905 (4.026)] [KD 2.497 (2.579)] 2024-10-14 18:18:04,833 - Train: 77.84% [973750/1251000] [778.4/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000376] [CE 4.210 (4.067)] [KD 2.517 (2.594)] 2024-10-14 18:18:17,212 - Train: 77.84% [973800/1251000] [778.4/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000376] [CE 4.401 (4.029)] [KD 2.744 (2.591)] 2024-10-14 18:18:29,768 - Train: 77.85% [973850/1251000] [778.5/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.000375] [CE 4.095 (4.063)] [KD 2.739 (2.600)] 2024-10-14 18:18:41,849 - Train: 77.85% [973900/1251000] [778.5/1000.0] [batch_t 0.223 (0.241)] [data_t 0.007] [optim_t 0.216] [lr 0.000375] [CE 4.258 (4.056)] [KD 2.631 (2.583)] 2024-10-14 18:18:54,284 - Train: 77.85% [973950/1251000] [778.5/1000.0] [batch_t 0.243 (0.248)] [data_t 0.010] [optim_t 0.233] [lr 0.000375] [CE 3.949 (4.071)] [KD 2.343 (2.590)] 2024-10-14 18:19:06,964 - Train: 77.86% [974000/1251000] [778.6/1000.0] [batch_t 0.237 (0.253)] [data_t 0.011] [optim_t 0.226] [lr 0.000375] [CE 4.535 (4.005)] [KD 3.070 (2.544)] 2024-10-14 18:19:19,670 - Train: 77.86% [974050/1251000] [778.6/1000.0] [batch_t 0.231 (0.254)] [data_t 0.007] [optim_t 0.225] [lr 0.000375] [CE 3.921 (4.065)] [KD 2.526 (2.568)] 2024-10-14 18:19:31,905 - Train: 77.87% [974100/1251000] [778.7/1000.0] [batch_t 0.235 (0.244)] [data_t 0.008] [optim_t 0.228] [lr 0.000375] [CE 3.941 (4.047)] [KD 2.694 (2.554)] 2024-10-14 18:19:44,467 - Train: 77.87% [974150/1251000] [778.7/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.000375] [CE 4.130 (4.092)] [KD 2.690 (2.614)] 2024-10-14 18:19:57,229 - Train: 77.87% [974200/1251000] [778.7/1000.0] [batch_t 0.229 (0.255)] [data_t 0.008] [optim_t 0.221] [lr 0.000375] [CE 3.852 (3.977)] [KD 2.495 (2.535)] 2024-10-14 18:20:09,512 - Train: 77.88% [974250/1251000] [778.8/1000.0] [batch_t 0.246 (0.245)] [data_t 0.007] [optim_t 0.239] [lr 0.000374] [CE 3.974 (4.060)] [KD 2.459 (2.574)] 2024-10-14 18:20:22,139 - Train: 77.88% [974300/1251000] [778.8/1000.0] [batch_t 0.219 (0.252)] [data_t 0.006] [optim_t 0.212] [lr 0.000374] [CE 4.204 (4.017)] [KD 2.635 (2.581)] 2024-10-14 18:20:34,210 - Train: 77.89% [974350/1251000] [778.9/1000.0] [batch_t 0.241 (0.241)] [data_t 0.008] [optim_t 0.233] [lr 0.000374] [CE 3.967 (4.046)] [KD 2.667 (2.561)] 2024-10-14 18:20:46,870 - Train: 77.89% [974400/1251000] [778.9/1000.0] [batch_t 0.230 (0.253)] [data_t 0.007] [optim_t 0.222] [lr 0.000374] [CE 4.010 (4.058)] [KD 2.544 (2.604)] 2024-10-14 18:20:59,142 - Train: 77.89% [974450/1251000] [778.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000374] [CE 3.966 (4.045)] [KD 2.466 (2.600)] 2024-10-14 18:21:11,625 - Train: 77.90% [974500/1251000] [779.0/1000.0] [batch_t 0.249 (0.249)] [data_t 0.007] [optim_t 0.242] [lr 0.000374] [CE 4.335 (4.004)] [KD 2.656 (2.547)] 2024-10-14 18:21:28,196 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.184)] [top1_cnt 39449] [top5_cnt 47268] [top_all 50000] 2024-10-14 18:21:28,196 - net: 78.898 (94.536) 2024-10-14 18:21:37,821 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.176)] [top1_cnt 40377] [top5_cnt 47617] [top_all 50000] 2024-10-14 18:21:37,822 - net_E: 80.754 (95.234) 2024-10-14 18:21:38,053 - Max [top1: 79.046 (epoch: 778)] [top1-ema: 80.754 (epoch: 779)] 2024-10-14 18:21:38,054 - ==> Total time: 2 days, 21:43:30 Eta: 19:46:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:21:55,702 - Train: 77.90% [974550/1251000] [779.0/1000.0] [batch_t 0.231 (0.268)] [data_t 0.009] [optim_t 0.223] [lr 0.000374] [CE 4.165 (4.036)] [KD 2.447 (2.537)] 2024-10-14 18:22:08,360 - Train: 77.91% [974600/1251000] [779.1/1000.0] [batch_t 0.236 (0.253)] [data_t 0.010] [optim_t 0.226] [lr 0.000374] [CE 3.912 (4.000)] [KD 2.352 (2.532)] 2024-10-14 18:22:20,789 - Train: 77.91% [974650/1251000] [779.1/1000.0] [batch_t 0.244 (0.248)] [data_t 0.010] [optim_t 0.234] [lr 0.000373] [CE 4.303 (4.069)] [KD 2.787 (2.606)] 2024-10-14 18:22:33,111 - Train: 77.91% [974700/1251000] [779.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.000373] [CE 3.389 (4.083)] [KD 2.219 (2.593)] 2024-10-14 18:22:45,523 - Train: 77.92% [974750/1251000] [779.2/1000.0] [batch_t 0.235 (0.248)] [data_t 0.008] [optim_t 0.227] [lr 0.000373] [CE 4.177 (4.068)] [KD 2.666 (2.597)] 2024-10-14 18:22:58,193 - Train: 77.92% [974800/1251000] [779.2/1000.0] [batch_t 0.245 (0.253)] [data_t 0.010] [optim_t 0.235] [lr 0.000373] [CE 3.514 (4.029)] [KD 2.259 (2.582)] 2024-10-14 18:23:10,486 - Train: 77.93% [974850/1251000] [779.3/1000.0] [batch_t 0.259 (0.246)] [data_t 0.009] [optim_t 0.251] [lr 0.000373] [CE 4.417 (3.996)] [KD 2.789 (2.561)] 2024-10-14 18:23:23,125 - Train: 77.93% [974900/1251000] [779.3/1000.0] [batch_t 0.243 (0.253)] [data_t 0.008] [optim_t 0.235] [lr 0.000373] [CE 3.709 (3.990)] [KD 2.495 (2.564)] 2024-10-14 18:23:35,804 - Train: 77.93% [974950/1251000] [779.3/1000.0] [batch_t 0.246 (0.253)] [data_t 0.006] [optim_t 0.240] [lr 0.000373] [CE 3.977 (4.033)] [KD 2.443 (2.572)] 2024-10-14 18:23:48,287 - Train: 77.94% [975000/1251000] [779.4/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.000373] [CE 4.163 (4.040)] [KD 2.618 (2.580)] 2024-10-14 18:24:00,547 - Train: 77.94% [975050/1251000] [779.4/1000.0] [batch_t 0.224 (0.245)] [data_t 0.008] [optim_t 0.215] [lr 0.000373] [CE 3.436 (4.040)] [KD 2.350 (2.571)] 2024-10-14 18:24:13,304 - Train: 77.95% [975100/1251000] [779.5/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.232] [lr 0.000372] [CE 3.754 (4.011)] [KD 2.441 (2.545)] 2024-10-14 18:24:25,452 - Train: 77.95% [975150/1251000] [779.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.000372] [CE 3.954 (4.039)] [KD 2.514 (2.581)] 2024-10-14 18:24:37,984 - Train: 77.95% [975200/1251000] [779.5/1000.0] [batch_t 0.245 (0.250)] [data_t 0.007] [optim_t 0.238] [lr 0.000372] [CE 4.126 (4.010)] [KD 2.854 (2.573)] 2024-10-14 18:24:50,512 - Train: 77.96% [975250/1251000] [779.6/1000.0] [batch_t 0.253 (0.250)] [data_t 0.007] [optim_t 0.246] [lr 0.000372] [CE 4.433 (4.088)] [KD 2.849 (2.612)] 2024-10-14 18:25:02,415 - Train: 77.96% [975300/1251000] [779.6/1000.0] [batch_t 0.231 (0.238)] [data_t 0.011] [optim_t 0.220] [lr 0.000372] [CE 3.829 (4.021)] [KD 2.526 (2.575)] 2024-10-14 18:25:14,922 - Train: 77.97% [975350/1251000] [779.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.007] [optim_t 0.227] [lr 0.000372] [CE 3.535 (3.998)] [KD 2.405 (2.593)] 2024-10-14 18:25:27,176 - Train: 77.97% [975400/1251000] [779.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.000372] [CE 4.083 (4.055)] [KD 2.555 (2.570)] 2024-10-14 18:25:39,873 - Train: 77.97% [975450/1251000] [779.7/1000.0] [batch_t 0.226 (0.254)] [data_t 0.009] [optim_t 0.216] [lr 0.000372] [CE 3.995 (4.029)] [KD 2.507 (2.560)] 2024-10-14 18:25:52,111 - Train: 77.98% [975500/1251000] [779.8/1000.0] [batch_t 0.231 (0.245)] [data_t 0.008] [optim_t 0.224] [lr 0.000371] [CE 4.478 (4.083)] [KD 2.861 (2.618)] 2024-10-14 18:26:04,328 - Train: 77.98% [975550/1251000] [779.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000371] [CE 3.959 (4.059)] [KD 2.700 (2.578)] 2024-10-14 18:26:16,814 - Train: 77.99% [975600/1251000] [779.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.007] [optim_t 0.227] [lr 0.000371] [CE 4.153 (3.989)] [KD 2.579 (2.559)] 2024-10-14 18:26:29,850 - Train: 77.99% [975650/1251000] [779.9/1000.0] [batch_t 0.223 (0.260)] [data_t 0.006] [optim_t 0.217] [lr 0.000371] [CE 3.418 (4.092)] [KD 2.178 (2.652)] 2024-10-14 18:26:41,839 - Train: 77.99% [975700/1251000] [779.9/1000.0] [batch_t 0.240 (0.240)] [data_t 0.007] [optim_t 0.233] [lr 0.000371] [CE 4.266 (4.001)] [KD 2.843 (2.582)] 2024-10-14 18:26:54,429 - Train: 78.00% [975750/1251000] [780.0/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000371] [CE 4.531 (4.061)] [KD 2.788 (2.604)] 2024-10-14 18:27:10,441 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.172)] [top1_cnt 39483] [top5_cnt 47220] [top_all 50000] 2024-10-14 18:27:10,442 - net: 78.966 (94.440) 2024-10-14 18:27:21,124 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.197)] [top1_cnt 40378] [top5_cnt 47622] [top_all 50000] 2024-10-14 18:27:21,125 - net_E: 80.756 (95.244) 2024-10-14 18:27:21,373 - Max [top1: 79.046 (epoch: 778)] [top1-ema: 80.756 (epoch: 780)] 2024-10-14 18:27:21,374 - ==> Total time: 2 days, 21:49:14 Eta: 19:41:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:27:44,739 - Train: 78.00% [975800/1251000] [780.0/1000.0] [batch_t 0.530 (0.293)] [data_t 0.010] [optim_t 0.520] [lr 0.000371] [CE 3.983 (4.024)] [KD 2.412 (2.543)] 2024-10-14 18:27:57,019 - Train: 78.01% [975850/1251000] [780.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.006] [optim_t 0.233] [lr 0.000371] [CE 4.395 (4.099)] [KD 2.613 (2.608)] 2024-10-14 18:28:10,072 - Train: 78.01% [975900/1251000] [780.1/1000.0] [batch_t 0.227 (0.261)] [data_t 0.009] [optim_t 0.218] [lr 0.000371] [CE 4.676 (4.114)] [KD 2.904 (2.570)] 2024-10-14 18:28:22,448 - Train: 78.01% [975950/1251000] [780.1/1000.0] [batch_t 0.263 (0.247)] [data_t 0.010] [optim_t 0.252] [lr 0.000370] [CE 4.126 (4.065)] [KD 2.446 (2.582)] 2024-10-14 18:28:34,431 - Train: 78.02% [976000/1251000] [780.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000370] [CE 4.421 (4.030)] [KD 2.663 (2.548)] 2024-10-14 18:28:47,143 - Train: 78.02% [976050/1251000] [780.2/1000.0] [batch_t 0.240 (0.254)] [data_t 0.010] [optim_t 0.229] [lr 0.000370] [CE 3.285 (4.001)] [KD 2.157 (2.544)] 2024-10-14 18:28:59,810 - Train: 78.03% [976100/1251000] [780.3/1000.0] [batch_t 0.235 (0.253)] [data_t 0.010] [optim_t 0.225] [lr 0.000370] [CE 3.840 (4.009)] [KD 2.479 (2.558)] 2024-10-14 18:29:11,969 - Train: 78.03% [976150/1251000] [780.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.000370] [CE 4.059 (4.055)] [KD 2.556 (2.569)] 2024-10-14 18:29:24,437 - Train: 78.03% [976200/1251000] [780.3/1000.0] [batch_t 0.237 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.000370] [CE 3.883 (4.008)] [KD 2.564 (2.544)] 2024-10-14 18:29:36,769 - Train: 78.04% [976250/1251000] [780.4/1000.0] [batch_t 0.248 (0.246)] [data_t 0.010] [optim_t 0.238] [lr 0.000370] [CE 4.874 (4.035)] [KD 2.952 (2.577)] 2024-10-14 18:29:49,328 - Train: 78.04% [976300/1251000] [780.4/1000.0] [batch_t 0.226 (0.251)] [data_t 0.008] [optim_t 0.218] [lr 0.000370] [CE 4.510 (4.037)] [KD 2.764 (2.560)] 2024-10-14 18:30:01,806 - Train: 78.05% [976350/1251000] [780.5/1000.0] [batch_t 0.244 (0.249)] [data_t 0.009] [optim_t 0.235] [lr 0.000369] [CE 3.344 (4.021)] [KD 2.205 (2.542)] 2024-10-14 18:30:14,278 - Train: 78.05% [976400/1251000] [780.5/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.231] [lr 0.000369] [CE 3.408 (4.083)] [KD 2.149 (2.599)] 2024-10-14 18:30:26,608 - Train: 78.05% [976450/1251000] [780.5/1000.0] [batch_t 0.222 (0.246)] [data_t 0.007] [optim_t 0.215] [lr 0.000369] [CE 4.416 (4.138)] [KD 2.749 (2.614)] 2024-10-14 18:30:39,414 - Train: 78.06% [976500/1251000] [780.6/1000.0] [batch_t 0.227 (0.256)] [data_t 0.007] [optim_t 0.220] [lr 0.000369] [CE 4.008 (4.028)] [KD 2.565 (2.591)] 2024-10-14 18:30:51,280 - Train: 78.06% [976550/1251000] [780.6/1000.0] [batch_t 0.233 (0.237)] [data_t 0.010] [optim_t 0.223] [lr 0.000369] [CE 4.131 (4.017)] [KD 2.515 (2.565)] 2024-10-14 18:31:03,182 - Train: 78.07% [976600/1251000] [780.7/1000.0] [batch_t 0.240 (0.238)] [data_t 0.007] [optim_t 0.233] [lr 0.000369] [CE 4.409 (4.015)] [KD 2.922 (2.561)] 2024-10-14 18:31:15,970 - Train: 78.07% [976650/1251000] [780.7/1000.0] [batch_t 0.240 (0.256)] [data_t 0.007] [optim_t 0.232] [lr 0.000369] [CE 4.494 (4.044)] [KD 2.650 (2.564)] 2024-10-14 18:31:28,454 - Train: 78.07% [976700/1251000] [780.7/1000.0] [batch_t 0.229 (0.249)] [data_t 0.011] [optim_t 0.218] [lr 0.000369] [CE 4.072 (4.005)] [KD 2.528 (2.562)] 2024-10-14 18:31:40,864 - Train: 78.08% [976750/1251000] [780.8/1000.0] [batch_t 0.230 (0.248)] [data_t 0.008] [optim_t 0.223] [lr 0.000368] [CE 4.445 (4.035)] [KD 2.834 (2.546)] 2024-10-14 18:31:53,074 - Train: 78.08% [976800/1251000] [780.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.000368] [CE 4.085 (4.066)] [KD 2.556 (2.590)] 2024-10-14 18:32:05,589 - Train: 78.09% [976850/1251000] [780.9/1000.0] [batch_t 0.236 (0.250)] [data_t 0.008] [optim_t 0.229] [lr 0.000368] [CE 3.685 (4.049)] [KD 2.422 (2.587)] 2024-10-14 18:32:18,742 - Train: 78.09% [976900/1251000] [780.9/1000.0] [batch_t 0.438 (0.263)] [data_t 0.006] [optim_t 0.431] [lr 0.000368] [CE 4.586 (4.111)] [KD 2.864 (2.605)] 2024-10-14 18:32:31,023 - Train: 78.09% [976950/1251000] [780.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.228] [lr 0.000368] [CE 4.130 (4.074)] [KD 2.800 (2.606)] 2024-10-14 18:32:43,084 - Train: 78.10% [977000/1251000] [781.0/1000.0] [batch_t 0.229 (0.241)] [data_t 0.010] [optim_t 0.219] [lr 0.000368] [CE 4.254 (4.057)] [KD 2.697 (2.568)] 2024-10-14 18:33:00,619 - Test (net): 100.00% [50/50] [batch_t 0.592 (0.183)] [top1_cnt 39490] [top5_cnt 47244] [top_all 50000] 2024-10-14 18:33:00,619 - net: 78.980 (94.488) 2024-10-14 18:33:09,899 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.169)] [top1_cnt 40405] [top5_cnt 47626] [top_all 50000] 2024-10-14 18:33:09,900 - net_E: 80.810 (95.252) 2024-10-14 18:33:10,116 - Max [top1: 79.046 (epoch: 778)] [top1-ema: 80.810 (epoch: 781)] 2024-10-14 18:33:10,116 - ==> Total time: 2 days, 21:55:02 Eta: 19:36:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:33:27,357 - Train: 78.10% [977050/1251000] [781.0/1000.0] [batch_t 0.242 (0.266)] [data_t 0.009] [optim_t 0.233] [lr 0.000368] [CE 4.394 (4.106)] [KD 2.787 (2.575)] 2024-10-14 18:33:39,824 - Train: 78.11% [977100/1251000] [781.1/1000.0] [batch_t 0.245 (0.249)] [data_t 0.008] [optim_t 0.237] [lr 0.000368] [CE 3.933 (4.074)] [KD 2.640 (2.601)] 2024-10-14 18:33:52,158 - Train: 78.11% [977150/1251000] [781.1/1000.0] [batch_t 0.251 (0.246)] [data_t 0.009] [optim_t 0.242] [lr 0.000368] [CE 4.338 (4.095)] [KD 2.668 (2.578)] 2024-10-14 18:34:04,354 - Train: 78.11% [977200/1251000] [781.1/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.000367] [CE 4.248 (4.073)] [KD 2.435 (2.563)] 2024-10-14 18:34:16,576 - Train: 78.12% [977250/1251000] [781.2/1000.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.000367] [CE 3.747 (4.067)] [KD 2.415 (2.597)] 2024-10-14 18:34:28,655 - Train: 78.12% [977300/1251000] [781.2/1000.0] [batch_t 0.243 (0.241)] [data_t 0.011] [optim_t 0.232] [lr 0.000367] [CE 3.737 (3.965)] [KD 2.525 (2.545)] 2024-10-14 18:34:41,075 - Train: 78.13% [977350/1251000] [781.3/1000.0] [batch_t 0.223 (0.248)] [data_t 0.007] [optim_t 0.215] [lr 0.000367] [CE 4.054 (4.017)] [KD 2.461 (2.574)] 2024-10-14 18:34:53,991 - Train: 78.13% [977400/1251000] [781.3/1000.0] [batch_t 0.240 (0.258)] [data_t 0.006] [optim_t 0.233] [lr 0.000367] [CE 3.826 (4.114)] [KD 2.473 (2.614)] 2024-10-14 18:35:06,518 - Train: 78.13% [977450/1251000] [781.3/1000.0] [batch_t 0.241 (0.250)] [data_t 0.006] [optim_t 0.235] [lr 0.000367] [CE 3.890 (4.043)] [KD 2.373 (2.560)] 2024-10-14 18:35:19,613 - Train: 78.14% [977500/1251000] [781.4/1000.0] [batch_t 0.262 (0.262)] [data_t 0.007] [optim_t 0.255] [lr 0.000367] [CE 3.845 (4.044)] [KD 2.282 (2.583)] 2024-10-14 18:35:32,505 - Train: 78.14% [977550/1251000] [781.4/1000.0] [batch_t 0.241 (0.258)] [data_t 0.010] [optim_t 0.231] [lr 0.000367] [CE 4.221 (4.051)] [KD 2.553 (2.580)] 2024-10-14 18:35:45,101 - Train: 78.15% [977600/1251000] [781.5/1000.0] [batch_t 0.241 (0.252)] [data_t 0.010] [optim_t 0.231] [lr 0.000366] [CE 3.791 (4.077)] [KD 2.474 (2.597)] 2024-10-14 18:35:57,736 - Train: 78.15% [977650/1251000] [781.5/1000.0] [batch_t 0.252 (0.253)] [data_t 0.009] [optim_t 0.242] [lr 0.000366] [CE 3.748 (4.037)] [KD 2.512 (2.549)] 2024-10-14 18:36:10,579 - Train: 78.15% [977700/1251000] [781.5/1000.0] [batch_t 0.233 (0.257)] [data_t 0.009] [optim_t 0.224] [lr 0.000366] [CE 4.150 (4.089)] [KD 2.457 (2.560)] 2024-10-14 18:36:23,379 - Train: 78.16% [977750/1251000] [781.6/1000.0] [batch_t 0.246 (0.256)] [data_t 0.007] [optim_t 0.239] [lr 0.000366] [CE 4.173 (4.059)] [KD 2.676 (2.601)] 2024-10-14 18:36:36,075 - Train: 78.16% [977800/1251000] [781.6/1000.0] [batch_t 0.261 (0.254)] [data_t 0.006] [optim_t 0.255] [lr 0.000366] [CE 4.454 (4.104)] [KD 2.812 (2.627)] 2024-10-14 18:36:48,859 - Train: 78.17% [977850/1251000] [781.7/1000.0] [batch_t 0.533 (0.256)] [data_t 0.008] [optim_t 0.525] [lr 0.000366] [CE 3.348 (3.976)] [KD 2.189 (2.553)] 2024-10-14 18:37:01,010 - Train: 78.17% [977900/1251000] [781.7/1000.0] [batch_t 0.221 (0.243)] [data_t 0.007] [optim_t 0.213] [lr 0.000366] [CE 4.146 (4.002)] [KD 2.634 (2.561)] 2024-10-14 18:37:13,619 - Train: 78.17% [977950/1251000] [781.7/1000.0] [batch_t 0.230 (0.252)] [data_t 0.007] [optim_t 0.223] [lr 0.000366] [CE 4.055 (4.027)] [KD 2.402 (2.575)] 2024-10-14 18:37:26,603 - Train: 78.18% [978000/1251000] [781.8/1000.0] [batch_t 0.727 (0.259)] [data_t 0.007] [optim_t 0.720] [lr 0.000366] [CE 4.190 (4.019)] [KD 2.558 (2.556)] 2024-10-14 18:37:39,123 - Train: 78.18% [978050/1251000] [781.8/1000.0] [batch_t 0.231 (0.250)] [data_t 0.008] [optim_t 0.223] [lr 0.000365] [CE 4.016 (4.014)] [KD 2.486 (2.536)] 2024-10-14 18:37:51,938 - Train: 78.19% [978100/1251000] [781.9/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000365] [CE 4.188 (4.039)] [KD 2.556 (2.548)] 2024-10-14 18:38:04,557 - Train: 78.19% [978150/1251000] [781.9/1000.0] [batch_t 0.244 (0.252)] [data_t 0.008] [optim_t 0.236] [lr 0.000365] [CE 4.028 (4.191)] [KD 2.463 (2.667)] 2024-10-14 18:38:17,473 - Train: 78.19% [978200/1251000] [781.9/1000.0] [batch_t 0.252 (0.258)] [data_t 0.012] [optim_t 0.240] [lr 0.000365] [CE 3.965 (4.042)] [KD 2.369 (2.587)] 2024-10-14 18:38:29,711 - Train: 78.20% [978250/1251000] [782.0/1000.0] [batch_t 0.252 (0.245)] [data_t 0.010] [optim_t 0.242] [lr 0.000365] [CE 4.263 (4.118)] [KD 2.569 (2.620)] 2024-10-14 18:38:47,285 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.181)] [top1_cnt 39625] [top5_cnt 47308] [top_all 50000] 2024-10-14 18:38:47,285 - net: 79.250 (94.616) 2024-10-14 18:38:57,152 - Test (net_E): 100.00% [50/50] [batch_t 0.245 (0.181)] [top1_cnt 40397] [top5_cnt 47603] [top_all 50000] 2024-10-14 18:38:57,156 - net_E: 80.794 (95.206) 2024-10-14 18:38:57,391 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.810 (epoch: 781)] 2024-10-14 18:38:57,391 - ==> Total time: 2 days, 22:00:50 Eta: 19:31:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:39:18,302 - Train: 78.20% [978300/1251000] [782.0/1000.0] [batch_t 0.238 (0.291)] [data_t 0.007] [optim_t 0.231] [lr 0.000365] [CE 4.138 (3.941)] [KD 2.646 (2.502)] 2024-10-14 18:39:31,079 - Train: 78.21% [978350/1251000] [782.1/1000.0] [batch_t 0.227 (0.255)] [data_t 0.008] [optim_t 0.219] [lr 0.000365] [CE 3.901 (4.028)] [KD 2.510 (2.557)] 2024-10-14 18:39:43,237 - Train: 78.21% [978400/1251000] [782.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.000365] [CE 3.689 (4.016)] [KD 2.289 (2.554)] 2024-10-14 18:39:55,530 - Train: 78.21% [978450/1251000] [782.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000364] [CE 3.648 (4.116)] [KD 2.286 (2.612)] 2024-10-14 18:40:07,957 - Train: 78.22% [978500/1251000] [782.2/1000.0] [batch_t 0.238 (0.248)] [data_t 0.007] [optim_t 0.231] [lr 0.000364] [CE 3.759 (4.042)] [KD 2.367 (2.583)] 2024-10-14 18:40:20,117 - Train: 78.22% [978550/1251000] [782.2/1000.0] [batch_t 0.253 (0.243)] [data_t 0.008] [optim_t 0.245] [lr 0.000364] [CE 4.336 (3.994)] [KD 2.644 (2.511)] 2024-10-14 18:40:32,923 - Train: 78.23% [978600/1251000] [782.3/1000.0] [batch_t 0.239 (0.256)] [data_t 0.009] [optim_t 0.230] [lr 0.000364] [CE 3.440 (4.077)] [KD 2.031 (2.595)] 2024-10-14 18:40:45,750 - Train: 78.23% [978650/1251000] [782.3/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000364] [CE 4.038 (4.029)] [KD 2.718 (2.547)] 2024-10-14 18:40:57,589 - Train: 78.23% [978700/1251000] [782.3/1000.0] [batch_t 0.245 (0.237)] [data_t 0.010] [optim_t 0.235] [lr 0.000364] [CE 3.563 (4.070)] [KD 2.291 (2.575)] 2024-10-14 18:41:10,282 - Train: 78.24% [978750/1251000] [782.4/1000.0] [batch_t 0.249 (0.254)] [data_t 0.008] [optim_t 0.242] [lr 0.000364] [CE 4.207 (4.083)] [KD 2.862 (2.596)] 2024-10-14 18:41:23,120 - Train: 78.24% [978800/1251000] [782.4/1000.0] [batch_t 0.249 (0.257)] [data_t 0.010] [optim_t 0.239] [lr 0.000364] [CE 4.112 (4.040)] [KD 2.539 (2.572)] 2024-10-14 18:41:35,345 - Train: 78.25% [978850/1251000] [782.5/1000.0] [batch_t 0.246 (0.244)] [data_t 0.007] [optim_t 0.239] [lr 0.000364] [CE 3.674 (4.042)] [KD 2.408 (2.551)] 2024-10-14 18:41:47,972 - Train: 78.25% [978900/1251000] [782.5/1000.0] [batch_t 0.251 (0.252)] [data_t 0.009] [optim_t 0.241] [lr 0.000363] [CE 4.257 (4.052)] [KD 2.861 (2.590)] 2024-10-14 18:42:00,768 - Train: 78.25% [978950/1251000] [782.5/1000.0] [batch_t 0.226 (0.256)] [data_t 0.009] [optim_t 0.216] [lr 0.000363] [CE 3.862 (4.104)] [KD 2.497 (2.619)] 2024-10-14 18:42:12,985 - Train: 78.26% [979000/1251000] [782.6/1000.0] [batch_t 0.260 (0.244)] [data_t 0.010] [optim_t 0.250] [lr 0.000363] [CE 3.988 (4.080)] [KD 2.485 (2.579)] 2024-10-14 18:42:25,568 - Train: 78.26% [979050/1251000] [782.6/1000.0] [batch_t 0.229 (0.251)] [data_t 0.007] [optim_t 0.222] [lr 0.000363] [CE 4.180 (4.097)] [KD 2.663 (2.575)] 2024-10-14 18:42:38,113 - Train: 78.27% [979100/1251000] [782.7/1000.0] [batch_t 0.244 (0.251)] [data_t 0.008] [optim_t 0.236] [lr 0.000363] [CE 4.480 (4.082)] [KD 2.868 (2.584)] 2024-10-14 18:42:50,055 - Train: 78.27% [979150/1251000] [782.7/1000.0] [batch_t 0.247 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.000363] [CE 4.121 (4.049)] [KD 2.529 (2.567)] 2024-10-14 18:43:02,498 - Train: 78.27% [979200/1251000] [782.7/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.222] [lr 0.000363] [CE 4.111 (4.093)] [KD 2.640 (2.587)] 2024-10-14 18:43:15,296 - Train: 78.28% [979250/1251000] [782.8/1000.0] [batch_t 0.242 (0.256)] [data_t 0.008] [optim_t 0.234] [lr 0.000363] [CE 3.535 (4.033)] [KD 2.317 (2.538)] 2024-10-14 18:43:27,172 - Train: 78.28% [979300/1251000] [782.8/1000.0] [batch_t 0.248 (0.237)] [data_t 0.007] [optim_t 0.241] [lr 0.000362] [CE 4.197 (4.063)] [KD 2.705 (2.581)] 2024-10-14 18:43:39,249 - Train: 78.29% [979350/1251000] [782.9/1000.0] [batch_t 0.244 (0.241)] [data_t 0.008] [optim_t 0.235] [lr 0.000362] [CE 3.757 (4.042)] [KD 2.367 (2.572)] 2024-10-14 18:43:52,652 - Train: 78.29% [979400/1251000] [782.9/1000.0] [batch_t 0.232 (0.268)] [data_t 0.009] [optim_t 0.223] [lr 0.000362] [CE 4.144 (4.020)] [KD 2.667 (2.561)] 2024-10-14 18:44:04,862 - Train: 78.29% [979450/1251000] [782.9/1000.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.242] [lr 0.000362] [CE 3.972 (4.119)] [KD 2.462 (2.605)] 2024-10-14 18:44:17,320 - Train: 78.30% [979500/1251000] [783.0/1000.0] [batch_t 0.236 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.000362] [CE 4.448 (4.105)] [KD 2.781 (2.596)] 2024-10-14 18:44:34,507 - Test (net): 100.00% [50/50] [batch_t 0.632 (0.172)] [top1_cnt 39506] [top5_cnt 47344] [top_all 50000] 2024-10-14 18:44:34,508 - net: 79.012 (94.688) 2024-10-14 18:44:44,639 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.186)] [top1_cnt 40383] [top5_cnt 47615] [top_all 50000] 2024-10-14 18:44:44,639 - net_E: 80.766 (95.230) 2024-10-14 18:44:44,852 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.810 (epoch: 781)] 2024-10-14 18:44:44,852 - ==> Total time: 2 days, 22:06:37 Eta: 19:25:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:44:52,842 - Train: 78.30% [979550/1251000] [783.0/1000.0] [batch_t 0.244 (0.285)] [data_t 0.007] [optim_t 0.236] [lr 0.000362] [CE 4.231 (4.012)] [KD 2.635 (2.525)] 2024-10-14 18:45:04,974 - Train: 78.31% [979600/1251000] [783.1/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.000362] [CE 4.341 (4.039)] [KD 2.849 (2.555)] 2024-10-14 18:45:17,849 - Train: 78.31% [979650/1251000] [783.1/1000.0] [batch_t 0.231 (0.257)] [data_t 0.010] [optim_t 0.221] [lr 0.000362] [CE 3.565 (4.010)] [KD 2.378 (2.558)] 2024-10-14 18:45:30,486 - Train: 78.31% [979700/1251000] [783.1/1000.0] [batch_t 0.238 (0.253)] [data_t 0.007] [optim_t 0.230] [lr 0.000362] [CE 3.968 (4.061)] [KD 2.510 (2.569)] 2024-10-14 18:45:42,599 - Train: 78.32% [979750/1251000] [783.2/1000.0] [batch_t 0.256 (0.242)] [data_t 0.011] [optim_t 0.245] [lr 0.000361] [CE 3.302 (4.028)] [KD 2.257 (2.559)] 2024-10-14 18:45:55,152 - Train: 78.32% [979800/1251000] [783.2/1000.0] [batch_t 0.240 (0.251)] [data_t 0.008] [optim_t 0.232] [lr 0.000361] [CE 3.979 (4.041)] [KD 2.582 (2.575)] 2024-10-14 18:46:07,439 - Train: 78.33% [979850/1251000] [783.3/1000.0] [batch_t 0.240 (0.246)] [data_t 0.007] [optim_t 0.233] [lr 0.000361] [CE 3.787 (4.005)] [KD 2.437 (2.519)] 2024-10-14 18:46:19,959 - Train: 78.33% [979900/1251000] [783.3/1000.0] [batch_t 0.250 (0.250)] [data_t 0.008] [optim_t 0.241] [lr 0.000361] [CE 3.969 (3.991)] [KD 2.723 (2.514)] 2024-10-14 18:46:32,181 - Train: 78.33% [979950/1251000] [783.3/1000.0] [batch_t 0.230 (0.244)] [data_t 0.006] [optim_t 0.224] [lr 0.000361] [CE 4.196 (4.032)] [KD 2.781 (2.572)] 2024-10-14 18:46:44,689 - Train: 78.34% [980000/1251000] [783.4/1000.0] [batch_t 0.234 (0.250)] [data_t 0.008] [optim_t 0.226] [lr 0.000361] [CE 3.813 (4.019)] [KD 2.231 (2.569)] 2024-10-14 18:46:56,814 - Train: 78.34% [980050/1251000] [783.4/1000.0] [batch_t 0.254 (0.242)] [data_t 0.007] [optim_t 0.247] [lr 0.000361] [CE 3.572 (3.961)] [KD 2.415 (2.519)] 2024-10-14 18:47:09,461 - Train: 78.35% [980100/1251000] [783.5/1000.0] [batch_t 0.248 (0.253)] [data_t 0.006] [optim_t 0.242] [lr 0.000361] [CE 4.127 (4.059)] [KD 2.596 (2.593)] 2024-10-14 18:47:21,743 - Train: 78.35% [980150/1251000] [783.5/1000.0] [batch_t 0.225 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.000360] [CE 4.133 (4.051)] [KD 2.596 (2.559)] 2024-10-14 18:47:33,893 - Train: 78.35% [980200/1251000] [783.5/1000.0] [batch_t 0.243 (0.243)] [data_t 0.007] [optim_t 0.236] [lr 0.000360] [CE 4.213 (4.058)] [KD 2.550 (2.567)] 2024-10-14 18:47:46,400 - Train: 78.36% [980250/1251000] [783.6/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000360] [CE 4.226 (4.112)] [KD 2.634 (2.592)] 2024-10-14 18:47:58,897 - Train: 78.36% [980300/1251000] [783.6/1000.0] [batch_t 0.231 (0.250)] [data_t 0.007] [optim_t 0.224] [lr 0.000360] [CE 3.638 (4.102)] [KD 2.460 (2.618)] 2024-10-14 18:48:10,798 - Train: 78.37% [980350/1251000] [783.7/1000.0] [batch_t 0.238 (0.238)] [data_t 0.007] [optim_t 0.231] [lr 0.000360] [CE 4.082 (4.093)] [KD 2.512 (2.593)] 2024-10-14 18:48:23,137 - Train: 78.37% [980400/1251000] [783.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.010] [optim_t 0.225] [lr 0.000360] [CE 4.256 (4.106)] [KD 2.643 (2.598)] 2024-10-14 18:48:35,127 - Train: 78.37% [980450/1251000] [783.7/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.000360] [CE 4.360 (4.101)] [KD 2.743 (2.598)] 2024-10-14 18:48:47,290 - Train: 78.38% [980500/1251000] [783.8/1000.0] [batch_t 0.249 (0.243)] [data_t 0.008] [optim_t 0.241] [lr 0.000360] [CE 4.209 (4.049)] [KD 2.465 (2.539)] 2024-10-14 18:49:00,085 - Train: 78.38% [980550/1251000] [783.8/1000.0] [batch_t 0.232 (0.256)] [data_t 0.009] [optim_t 0.223] [lr 0.000360] [CE 4.259 (4.063)] [KD 2.566 (2.581)] 2024-10-14 18:49:12,282 - Train: 78.39% [980600/1251000] [783.9/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000359] [CE 3.814 (4.017)] [KD 2.370 (2.536)] 2024-10-14 18:49:24,342 - Train: 78.39% [980650/1251000] [783.9/1000.0] [batch_t 0.247 (0.241)] [data_t 0.008] [optim_t 0.239] [lr 0.000359] [CE 4.743 (4.100)] [KD 3.065 (2.596)] 2024-10-14 18:49:36,695 - Train: 78.39% [980700/1251000] [783.9/1000.0] [batch_t 0.229 (0.247)] [data_t 0.008] [optim_t 0.221] [lr 0.000359] [CE 3.989 (4.032)] [KD 2.461 (2.560)] 2024-10-14 18:49:48,328 - Train: 78.40% [980750/1251000] [784.0/1000.0] [batch_t 0.244 (0.232)] [data_t 0.008] [optim_t 0.236] [lr 0.000359] [CE 3.936 (4.113)] [KD 2.568 (2.611)] 2024-10-14 18:50:05,791 - Test (net): 100.00% [50/50] [batch_t 0.480 (0.182)] [top1_cnt 39558] [top5_cnt 47280] [top_all 50000] 2024-10-14 18:50:05,792 - net: 79.116 (94.560) 2024-10-14 18:50:15,052 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 40371] [top5_cnt 47601] [top_all 50000] 2024-10-14 18:50:15,053 - net_E: 80.742 (95.202) 2024-10-14 18:50:15,258 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.810 (epoch: 781)] 2024-10-14 18:50:15,258 - ==> Total time: 2 days, 22:12:08 Eta: 19:20:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:50:22,911 - Train: 78.40% [980800/1251000] [784.0/1000.0] [batch_t 0.230 (0.283)] [data_t 0.010] [optim_t 0.221] [lr 0.000359] [CE 4.203 (4.029)] [KD 2.626 (2.550)] 2024-10-14 18:50:35,100 - Train: 78.41% [980850/1251000] [784.1/1000.0] [batch_t 0.224 (0.244)] [data_t 0.008] [optim_t 0.216] [lr 0.000359] [CE 4.353 (3.979)] [KD 2.673 (2.522)] 2024-10-14 18:50:47,574 - Train: 78.41% [980900/1251000] [784.1/1000.0] [batch_t 0.241 (0.249)] [data_t 0.010] [optim_t 0.231] [lr 0.000359] [CE 3.622 (3.951)] [KD 2.341 (2.502)] 2024-10-14 18:50:59,625 - Train: 78.41% [980950/1251000] [784.1/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.000359] [CE 3.479 (4.035)] [KD 2.095 (2.541)] 2024-10-14 18:51:11,625 - Train: 78.42% [981000/1251000] [784.2/1000.0] [batch_t 0.242 (0.240)] [data_t 0.010] [optim_t 0.232] [lr 0.000358] [CE 4.138 (4.020)] [KD 2.681 (2.522)] 2024-10-14 18:51:23,908 - Train: 78.42% [981050/1251000] [784.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.000358] [CE 3.947 (4.054)] [KD 2.672 (2.558)] 2024-10-14 18:51:36,420 - Train: 78.43% [981100/1251000] [784.3/1000.0] [batch_t 0.243 (0.250)] [data_t 0.010] [optim_t 0.234] [lr 0.000358] [CE 4.079 (4.023)] [KD 2.581 (2.530)] 2024-10-14 18:51:48,465 - Train: 78.43% [981150/1251000] [784.3/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.222] [lr 0.000358] [CE 3.994 (4.071)] [KD 2.540 (2.529)] 2024-10-14 18:52:00,216 - Train: 78.43% [981200/1251000] [784.3/1000.0] [batch_t 0.225 (0.235)] [data_t 0.010] [optim_t 0.215] [lr 0.000358] [CE 4.618 (4.060)] [KD 2.920 (2.574)] 2024-10-14 18:52:12,996 - Train: 78.44% [981250/1251000] [784.4/1000.0] [batch_t 0.219 (0.255)] [data_t 0.008] [optim_t 0.211] [lr 0.000358] [CE 3.996 (4.077)] [KD 2.469 (2.597)] 2024-10-14 18:52:24,939 - Train: 78.44% [981300/1251000] [784.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.008] [optim_t 0.225] [lr 0.000358] [CE 4.612 (3.956)] [KD 2.926 (2.563)] 2024-10-14 18:52:37,072 - Train: 78.45% [981350/1251000] [784.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.008] [optim_t 0.229] [lr 0.000358] [CE 4.240 (4.028)] [KD 2.641 (2.551)] 2024-10-14 18:52:49,405 - Train: 78.45% [981400/1251000] [784.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000358] [CE 4.195 (4.022)] [KD 2.533 (2.550)] 2024-10-14 18:53:00,840 - Train: 78.45% [981450/1251000] [784.5/1000.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.000357] [CE 4.119 (4.023)] [KD 2.410 (2.554)] 2024-10-14 18:53:13,328 - Train: 78.46% [981500/1251000] [784.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.006] [optim_t 0.227] [lr 0.000357] [CE 4.082 (4.083)] [KD 2.609 (2.593)] 2024-10-14 18:53:25,477 - Train: 78.46% [981550/1251000] [784.6/1000.0] [batch_t 0.241 (0.243)] [data_t 0.010] [optim_t 0.231] [lr 0.000357] [CE 4.117 (4.065)] [KD 2.393 (2.556)] 2024-10-14 18:53:37,572 - Train: 78.47% [981600/1251000] [784.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.006] [optim_t 0.229] [lr 0.000357] [CE 3.943 (4.041)] [KD 2.352 (2.523)] 2024-10-14 18:53:49,478 - Train: 78.47% [981650/1251000] [784.7/1000.0] [batch_t 0.231 (0.238)] [data_t 0.007] [optim_t 0.224] [lr 0.000357] [CE 3.944 (4.062)] [KD 2.518 (2.546)] 2024-10-14 18:54:01,997 - Train: 78.47% [981700/1251000] [784.7/1000.0] [batch_t 0.242 (0.250)] [data_t 0.011] [optim_t 0.232] [lr 0.000357] [CE 4.129 (4.066)] [KD 2.646 (2.587)] 2024-10-14 18:54:13,947 - Train: 78.48% [981750/1251000] [784.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.008] [optim_t 0.231] [lr 0.000357] [CE 3.905 (3.986)] [KD 2.432 (2.527)] 2024-10-14 18:54:25,900 - Train: 78.48% [981800/1251000] [784.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.000357] [CE 4.067 (4.009)] [KD 2.541 (2.554)] 2024-10-14 18:54:37,923 - Train: 78.49% [981850/1251000] [784.9/1000.0] [batch_t 0.220 (0.240)] [data_t 0.009] [optim_t 0.211] [lr 0.000356] [CE 4.080 (4.149)] [KD 2.422 (2.603)] 2024-10-14 18:54:50,418 - Train: 78.49% [981900/1251000] [784.9/1000.0] [batch_t 0.222 (0.250)] [data_t 0.009] [optim_t 0.213] [lr 0.000356] [CE 3.873 (4.043)] [KD 2.338 (2.540)] 2024-10-14 18:55:02,212 - Train: 78.49% [981950/1251000] [784.9/1000.0] [batch_t 0.249 (0.236)] [data_t 0.008] [optim_t 0.242] [lr 0.000356] [CE 4.162 (4.027)] [KD 2.630 (2.567)] 2024-10-14 18:55:14,337 - Train: 78.50% [982000/1251000] [785.0/1000.0] [batch_t 0.503 (0.242)] [data_t 0.009] [optim_t 0.495] [lr 0.000356] [CE 4.494 (4.009)] [KD 2.825 (2.570)] 2024-10-14 18:55:31,829 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.177)] [top1_cnt 39418] [top5_cnt 47156] [top_all 50000] 2024-10-14 18:55:31,830 - net: 78.836 (94.312) 2024-10-14 18:55:40,914 - Test (net_E): 100.00% [50/50] [batch_t 0.074 (0.166)] [top1_cnt 40380] [top5_cnt 47616] [top_all 50000] 2024-10-14 18:55:40,915 - net_E: 80.760 (95.232) 2024-10-14 18:55:41,119 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.810 (epoch: 781)] 2024-10-14 18:55:41,127 - ==> Total time: 2 days, 22:17:33 Eta: 19:15:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 18:55:48,283 - Train: 78.50% [982050/1251000] [785.0/1000.0] [batch_t 0.223 (0.274)] [data_t 0.006] [optim_t 0.216] [lr 0.000356] [CE 3.815 (4.032)] [KD 2.254 (2.566)] 2024-10-14 18:56:00,326 - Train: 78.51% [982100/1251000] [785.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.000356] [CE 4.230 (4.077)] [KD 2.685 (2.554)] 2024-10-14 18:56:12,798 - Train: 78.51% [982150/1251000] [785.1/1000.0] [batch_t 0.480 (0.249)] [data_t 0.008] [optim_t 0.472] [lr 0.000356] [CE 4.215 (4.059)] [KD 2.675 (2.570)] 2024-10-14 18:56:24,776 - Train: 78.51% [982200/1251000] [785.1/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.000356] [CE 4.187 (4.005)] [KD 2.485 (2.535)] 2024-10-14 18:56:36,472 - Train: 78.52% [982250/1251000] [785.2/1000.0] [batch_t 0.224 (0.234)] [data_t 0.007] [optim_t 0.217] [lr 0.000356] [CE 4.035 (4.088)] [KD 2.586 (2.573)] 2024-10-14 18:56:48,562 - Train: 78.52% [982300/1251000] [785.2/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.000355] [CE 4.456 (4.056)] [KD 2.715 (2.561)] 2024-10-14 18:57:00,833 - Train: 78.53% [982350/1251000] [785.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.010] [optim_t 0.223] [lr 0.000355] [CE 4.129 (4.039)] [KD 2.547 (2.524)] 2024-10-14 18:57:13,018 - Train: 78.53% [982400/1251000] [785.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000355] [CE 4.247 (4.058)] [KD 2.624 (2.570)] 2024-10-14 18:57:25,234 - Train: 78.53% [982450/1251000] [785.3/1000.0] [batch_t 0.232 (0.244)] [data_t 0.011] [optim_t 0.221] [lr 0.000355] [CE 4.342 (4.036)] [KD 2.770 (2.563)] 2024-10-14 18:57:37,481 - Train: 78.54% [982500/1251000] [785.4/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.233] [lr 0.000355] [CE 4.367 (4.102)] [KD 2.929 (2.598)] 2024-10-14 18:57:49,647 - Train: 78.54% [982550/1251000] [785.4/1000.0] [batch_t 0.247 (0.243)] [data_t 0.008] [optim_t 0.238] [lr 0.000355] [CE 3.748 (4.047)] [KD 2.358 (2.574)] 2024-10-14 18:58:01,543 - Train: 78.55% [982600/1251000] [785.5/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.221] [lr 0.000355] [CE 3.742 (4.074)] [KD 2.366 (2.598)] 2024-10-14 18:58:13,758 - Train: 78.55% [982650/1251000] [785.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.000355] [CE 4.334 (4.059)] [KD 2.641 (2.561)] 2024-10-14 18:58:25,547 - Train: 78.55% [982700/1251000] [785.5/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.221] [lr 0.000355] [CE 4.073 (4.055)] [KD 2.344 (2.554)] 2024-10-14 18:58:37,952 - Train: 78.56% [982750/1251000] [785.6/1000.0] [batch_t 0.428 (0.248)] [data_t 0.008] [optim_t 0.420] [lr 0.000354] [CE 3.433 (4.019)] [KD 2.358 (2.560)] 2024-10-14 18:58:50,544 - Train: 78.56% [982800/1251000] [785.6/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.222] [lr 0.000354] [CE 3.824 (3.980)] [KD 2.429 (2.538)] 2024-10-14 18:59:02,165 - Train: 78.57% [982850/1251000] [785.7/1000.0] [batch_t 0.244 (0.232)] [data_t 0.008] [optim_t 0.236] [lr 0.000354] [CE 3.557 (4.030)] [KD 2.279 (2.522)] 2024-10-14 18:59:13,805 - Train: 78.57% [982900/1251000] [785.7/1000.0] [batch_t 0.243 (0.233)] [data_t 0.007] [optim_t 0.236] [lr 0.000354] [CE 4.073 (3.984)] [KD 2.597 (2.534)] 2024-10-14 18:59:26,279 - Train: 78.57% [982950/1251000] [785.7/1000.0] [batch_t 0.229 (0.249)] [data_t 0.007] [optim_t 0.222] [lr 0.000354] [CE 4.300 (3.958)] [KD 2.746 (2.522)] 2024-10-14 18:59:37,907 - Train: 78.58% [983000/1251000] [785.8/1000.0] [batch_t 0.237 (0.232)] [data_t 0.009] [optim_t 0.228] [lr 0.000354] [CE 3.497 (4.008)] [KD 2.138 (2.519)] 2024-10-14 18:59:49,838 - Train: 78.58% [983050/1251000] [785.8/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.000354] [CE 3.565 (4.024)] [KD 2.355 (2.560)] 2024-10-14 19:00:02,335 - Train: 78.59% [983100/1251000] [785.9/1000.0] [batch_t 0.232 (0.250)] [data_t 0.007] [optim_t 0.225] [lr 0.000354] [CE 3.866 (4.037)] [KD 2.402 (2.565)] 2024-10-14 19:00:14,589 - Train: 78.59% [983150/1251000] [785.9/1000.0] [batch_t 0.494 (0.245)] [data_t 0.009] [optim_t 0.485] [lr 0.000353] [CE 4.083 (4.059)] [KD 2.495 (2.584)] 2024-10-14 19:00:26,306 - Train: 78.59% [983200/1251000] [785.9/1000.0] [batch_t 0.245 (0.234)] [data_t 0.006] [optim_t 0.239] [lr 0.000353] [CE 4.166 (3.968)] [KD 2.761 (2.543)] 2024-10-14 19:00:38,456 - Train: 78.60% [983250/1251000] [786.0/1000.0] [batch_t 0.242 (0.243)] [data_t 0.008] [optim_t 0.234] [lr 0.000353] [CE 4.363 (4.029)] [KD 2.698 (2.540)] 2024-10-14 19:00:55,443 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 39538] [top5_cnt 47220] [top_all 50000] 2024-10-14 19:00:55,444 - net: 79.076 (94.440) 2024-10-14 19:01:04,399 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.163)] [top1_cnt 40376] [top5_cnt 47627] [top_all 50000] 2024-10-14 19:01:04,400 - net_E: 80.752 (95.254) 2024-10-14 19:01:04,598 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.810 (epoch: 781)] 2024-10-14 19:01:04,599 - ==> Total time: 2 days, 22:22:57 Eta: 19:09:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:01:12,106 - Train: 78.60% [983300/1251000] [786.0/1000.0] [batch_t 0.227 (0.277)] [data_t 0.007] [optim_t 0.221] [lr 0.000353] [CE 4.407 (3.980)] [KD 2.760 (2.485)] 2024-10-14 19:01:24,190 - Train: 78.61% [983350/1251000] [786.1/1000.0] [batch_t 0.227 (0.241)] [data_t 0.010] [optim_t 0.217] [lr 0.000353] [CE 3.599 (4.057)] [KD 2.385 (2.581)] 2024-10-14 19:01:36,869 - Train: 78.61% [983400/1251000] [786.1/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000353] [CE 3.957 (4.043)] [KD 2.583 (2.566)] 2024-10-14 19:01:48,747 - Train: 78.61% [983450/1251000] [786.1/1000.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.212] [lr 0.000353] [CE 3.843 (4.079)] [KD 2.479 (2.582)] 2024-10-14 19:02:00,698 - Train: 78.62% [983500/1251000] [786.2/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.219] [lr 0.000353] [CE 4.012 (4.035)] [KD 2.457 (2.516)] 2024-10-14 19:02:12,943 - Train: 78.62% [983550/1251000] [786.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000353] [CE 4.084 (4.015)] [KD 2.733 (2.505)] 2024-10-14 19:02:24,912 - Train: 78.63% [983600/1251000] [786.3/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.000352] [CE 3.896 (4.086)] [KD 2.426 (2.565)] 2024-10-14 19:02:36,924 - Train: 78.63% [983650/1251000] [786.3/1000.0] [batch_t 0.245 (0.240)] [data_t 0.008] [optim_t 0.237] [lr 0.000352] [CE 4.290 (4.025)] [KD 2.724 (2.551)] 2024-10-14 19:02:49,297 - Train: 78.63% [983700/1251000] [786.3/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000352] [CE 3.930 (4.074)] [KD 2.467 (2.566)] 2024-10-14 19:03:01,290 - Train: 78.64% [983750/1251000] [786.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.010] [optim_t 0.223] [lr 0.000352] [CE 4.570 (4.015)] [KD 2.863 (2.537)] 2024-10-14 19:03:13,910 - Train: 78.64% [983800/1251000] [786.4/1000.0] [batch_t 0.247 (0.252)] [data_t 0.007] [optim_t 0.240] [lr 0.000352] [CE 3.986 (4.044)] [KD 2.669 (2.559)] 2024-10-14 19:03:26,261 - Train: 78.65% [983850/1251000] [786.5/1000.0] [batch_t 0.254 (0.247)] [data_t 0.009] [optim_t 0.246] [lr 0.000352] [CE 3.447 (4.027)] [KD 2.302 (2.536)] 2024-10-14 19:03:37,948 - Train: 78.65% [983900/1251000] [786.5/1000.0] [batch_t 0.229 (0.234)] [data_t 0.007] [optim_t 0.223] [lr 0.000352] [CE 4.283 (4.097)] [KD 2.619 (2.596)] 2024-10-14 19:03:50,033 - Train: 78.65% [983950/1251000] [786.5/1000.0] [batch_t 0.222 (0.242)] [data_t 0.009] [optim_t 0.213] [lr 0.000352] [CE 4.238 (4.084)] [KD 2.619 (2.555)] 2024-10-14 19:04:02,498 - Train: 78.66% [984000/1251000] [786.6/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.000351] [CE 4.000 (4.078)] [KD 2.522 (2.541)] 2024-10-14 19:04:14,362 - Train: 78.66% [984050/1251000] [786.6/1000.0] [batch_t 0.253 (0.237)] [data_t 0.009] [optim_t 0.244] [lr 0.000351] [CE 4.720 (3.992)] [KD 3.009 (2.531)] 2024-10-14 19:04:26,417 - Train: 78.67% [984100/1251000] [786.7/1000.0] [batch_t 0.504 (0.241)] [data_t 0.009] [optim_t 0.495] [lr 0.000351] [CE 4.243 (4.124)] [KD 2.703 (2.576)] 2024-10-14 19:04:38,607 - Train: 78.67% [984150/1251000] [786.7/1000.0] [batch_t 0.243 (0.244)] [data_t 0.008] [optim_t 0.236] [lr 0.000351] [CE 3.523 (4.088)] [KD 2.296 (2.560)] 2024-10-14 19:04:50,694 - Train: 78.67% [984200/1251000] [786.7/1000.0] [batch_t 0.227 (0.242)] [data_t 0.010] [optim_t 0.217] [lr 0.000351] [CE 4.495 (4.061)] [KD 2.807 (2.570)] 2024-10-14 19:05:02,423 - Train: 78.68% [984250/1251000] [786.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.007] [optim_t 0.227] [lr 0.000351] [CE 4.294 (4.051)] [KD 2.674 (2.552)] 2024-10-14 19:05:15,193 - Train: 78.68% [984300/1251000] [786.8/1000.0] [batch_t 0.230 (0.255)] [data_t 0.007] [optim_t 0.223] [lr 0.000351] [CE 3.571 (4.006)] [KD 2.265 (2.514)] 2024-10-14 19:05:27,315 - Train: 78.69% [984350/1251000] [786.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.000351] [CE 4.160 (4.028)] [KD 2.557 (2.538)] 2024-10-14 19:05:39,265 - Train: 78.69% [984400/1251000] [786.9/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.000351] [CE 4.422 (4.007)] [KD 2.849 (2.523)] 2024-10-14 19:05:51,679 - Train: 78.69% [984450/1251000] [786.9/1000.0] [batch_t 0.226 (0.248)] [data_t 0.007] [optim_t 0.219] [lr 0.000350] [CE 4.089 (4.014)] [KD 2.630 (2.568)] 2024-10-14 19:06:03,345 - Train: 78.70% [984500/1251000] [787.0/1000.0] [batch_t 0.241 (0.233)] [data_t 0.010] [optim_t 0.231] [lr 0.000350] [CE 3.846 (4.037)] [KD 2.393 (2.531)] 2024-10-14 19:06:20,787 - Test (net): 100.00% [50/50] [batch_t 0.110 (0.162)] [top1_cnt 39497] [top5_cnt 47225] [top_all 50000] 2024-10-14 19:06:20,788 - net: 78.994 (94.450) 2024-10-14 19:06:30,982 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.186)] [top1_cnt 40391] [top5_cnt 47619] [top_all 50000] 2024-10-14 19:06:30,982 - net_E: 80.782 (95.238) 2024-10-14 19:06:31,223 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.810 (epoch: 781)] 2024-10-14 19:06:31,224 - ==> Total time: 2 days, 22:28:24 Eta: 19:04:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:06:38,819 - Train: 78.70% [984550/1251000] [787.0/1000.0] [batch_t 0.232 (0.306)] [data_t 0.007] [optim_t 0.225] [lr 0.000350] [CE 4.116 (3.904)] [KD 2.453 (2.449)] 2024-10-14 19:06:51,017 - Train: 78.71% [984600/1251000] [787.1/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.219] [lr 0.000350] [CE 4.275 (4.049)] [KD 2.643 (2.548)] 2024-10-14 19:07:03,013 - Train: 78.71% [984650/1251000] [787.1/1000.0] [batch_t 0.262 (0.240)] [data_t 0.007] [optim_t 0.256] [lr 0.000350] [CE 4.303 (3.975)] [KD 2.881 (2.503)] 2024-10-14 19:07:15,486 - Train: 78.71% [984700/1251000] [787.1/1000.0] [batch_t 0.231 (0.249)] [data_t 0.008] [optim_t 0.223] [lr 0.000350] [CE 4.023 (4.058)] [KD 2.508 (2.560)] 2024-10-14 19:07:27,315 - Train: 78.72% [984750/1251000] [787.2/1000.0] [batch_t 0.438 (0.236)] [data_t 0.008] [optim_t 0.429] [lr 0.000350] [CE 4.100 (4.010)] [KD 2.458 (2.530)] 2024-10-14 19:07:38,961 - Train: 78.72% [984800/1251000] [787.2/1000.0] [batch_t 0.245 (0.233)] [data_t 0.008] [optim_t 0.238] [lr 0.000350] [CE 3.828 (3.965)] [KD 2.500 (2.498)] 2024-10-14 19:07:51,513 - Train: 78.73% [984850/1251000] [787.3/1000.0] [batch_t 0.237 (0.251)] [data_t 0.010] [optim_t 0.227] [lr 0.000350] [CE 4.173 (4.000)] [KD 2.555 (2.520)] 2024-10-14 19:08:03,852 - Train: 78.73% [984900/1251000] [787.3/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.000349] [CE 4.188 (4.066)] [KD 2.677 (2.531)] 2024-10-14 19:08:15,897 - Train: 78.73% [984950/1251000] [787.3/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000349] [CE 4.229 (3.971)] [KD 2.594 (2.494)] 2024-10-14 19:08:28,385 - Train: 78.74% [985000/1251000] [787.4/1000.0] [batch_t 0.227 (0.250)] [data_t 0.008] [optim_t 0.219] [lr 0.000349] [CE 3.921 (4.024)] [KD 2.429 (2.544)] 2024-10-14 19:08:40,265 - Train: 78.74% [985050/1251000] [787.4/1000.0] [batch_t 0.236 (0.237)] [data_t 0.008] [optim_t 0.228] [lr 0.000349] [CE 3.835 (4.145)] [KD 2.371 (2.623)] 2024-10-14 19:08:51,930 - Train: 78.75% [985100/1251000] [787.5/1000.0] [batch_t 0.241 (0.233)] [data_t 0.006] [optim_t 0.235] [lr 0.000349] [CE 3.737 (4.061)] [KD 2.393 (2.576)] 2024-10-14 19:09:03,867 - Train: 78.75% [985150/1251000] [787.5/1000.0] [batch_t 0.253 (0.239)] [data_t 0.008] [optim_t 0.245] [lr 0.000349] [CE 3.903 (4.015)] [KD 2.532 (2.513)] 2024-10-14 19:09:16,726 - Train: 78.75% [985200/1251000] [787.5/1000.0] [batch_t 0.236 (0.257)] [data_t 0.008] [optim_t 0.228] [lr 0.000349] [CE 4.157 (4.045)] [KD 2.861 (2.544)] 2024-10-14 19:09:28,497 - Train: 78.76% [985250/1251000] [787.6/1000.0] [batch_t 0.229 (0.235)] [data_t 0.008] [optim_t 0.221] [lr 0.000349] [CE 3.951 (4.132)] [KD 2.430 (2.595)] 2024-10-14 19:09:40,333 - Train: 78.76% [985300/1251000] [787.6/1000.0] [batch_t 0.227 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.000348] [CE 4.170 (4.026)] [KD 2.517 (2.525)] 2024-10-14 19:09:52,446 - Train: 78.76% [985350/1251000] [787.6/1000.0] [batch_t 0.213 (0.242)] [data_t 0.009] [optim_t 0.204] [lr 0.000348] [CE 3.749 (4.056)] [KD 2.296 (2.561)] 2024-10-14 19:10:03,919 - Train: 78.77% [985400/1251000] [787.7/1000.0] [batch_t 0.239 (0.229)] [data_t 0.010] [optim_t 0.229] [lr 0.000348] [CE 3.954 (4.014)] [KD 2.538 (2.548)] 2024-10-14 19:10:16,047 - Train: 78.77% [985450/1251000] [787.7/1000.0] [batch_t 0.537 (0.242)] [data_t 0.009] [optim_t 0.528] [lr 0.000348] [CE 4.064 (4.084)] [KD 2.503 (2.577)] 2024-10-14 19:10:28,246 - Train: 78.78% [985500/1251000] [787.8/1000.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.220] [lr 0.000348] [CE 4.313 (4.119)] [KD 2.642 (2.587)] 2024-10-14 19:10:40,391 - Train: 78.78% [985550/1251000] [787.8/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.000348] [CE 4.279 (4.035)] [KD 2.780 (2.535)] 2024-10-14 19:10:52,649 - Train: 78.78% [985600/1251000] [787.8/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000348] [CE 3.911 (3.993)] [KD 2.381 (2.497)] 2024-10-14 19:11:05,162 - Train: 78.79% [985650/1251000] [787.9/1000.0] [batch_t 0.221 (0.250)] [data_t 0.008] [optim_t 0.213] [lr 0.000348] [CE 4.437 (4.073)] [KD 2.638 (2.568)] 2024-10-14 19:11:16,846 - Train: 78.79% [985700/1251000] [787.9/1000.0] [batch_t 0.220 (0.234)] [data_t 0.008] [optim_t 0.212] [lr 0.000348] [CE 4.058 (4.004)] [KD 2.631 (2.536)] 2024-10-14 19:11:28,975 - Train: 78.80% [985750/1251000] [788.0/1000.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.243] [lr 0.000347] [CE 4.036 (4.085)] [KD 2.547 (2.590)] 2024-10-14 19:11:48,184 - Test (net): 100.00% [50/50] [batch_t 0.123 (0.189)] [top1_cnt 39495] [top5_cnt 47274] [top_all 50000] 2024-10-14 19:11:48,185 - net: 78.990 (94.548) 2024-10-14 19:11:57,490 - Test (net_E): 100.00% [50/50] [batch_t 0.202 (0.169)] [top1_cnt 40391] [top5_cnt 47624] [top_all 50000] 2024-10-14 19:11:57,491 - net_E: 80.782 (95.248) 2024-10-14 19:11:57,687 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.810 (epoch: 781)] 2024-10-14 19:11:57,688 - ==> Total time: 2 days, 22:33:50 Eta: 18:59:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:12:04,152 - Train: 78.80% [985800/1251000] [788.0/1000.0] [batch_t 0.222 (0.285)] [data_t 0.006] [optim_t 0.215] [lr 0.000347] [CE 3.919 (4.026)] [KD 2.535 (2.507)] 2024-10-14 19:12:16,270 - Train: 78.80% [985850/1251000] [788.0/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.000347] [CE 4.542 (4.065)] [KD 2.602 (2.531)] 2024-10-14 19:12:28,638 - Train: 78.81% [985900/1251000] [788.1/1000.0] [batch_t 0.215 (0.247)] [data_t 0.006] [optim_t 0.208] [lr 0.000347] [CE 4.418 (4.015)] [KD 2.763 (2.502)] 2024-10-14 19:12:40,487 - Train: 78.81% [985950/1251000] [788.1/1000.0] [batch_t 0.227 (0.237)] [data_t 0.006] [optim_t 0.220] [lr 0.000347] [CE 4.391 (4.068)] [KD 2.470 (2.555)] 2024-10-14 19:12:52,449 - Train: 78.82% [986000/1251000] [788.2/1000.0] [batch_t 0.218 (0.239)] [data_t 0.007] [optim_t 0.212] [lr 0.000347] [CE 4.235 (4.058)] [KD 2.519 (2.543)] 2024-10-14 19:13:04,779 - Train: 78.82% [986050/1251000] [788.2/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.000347] [CE 4.364 (4.049)] [KD 2.593 (2.555)] 2024-10-14 19:13:17,129 - Train: 78.82% [986100/1251000] [788.2/1000.0] [batch_t 0.226 (0.247)] [data_t 0.010] [optim_t 0.217] [lr 0.000347] [CE 3.810 (4.031)] [KD 2.330 (2.528)] 2024-10-14 19:13:28,876 - Train: 78.83% [986150/1251000] [788.3/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.211] [lr 0.000347] [CE 4.314 (4.010)] [KD 2.704 (2.509)] 2024-10-14 19:13:41,106 - Train: 78.83% [986200/1251000] [788.3/1000.0] [batch_t 0.235 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.000346] [CE 4.227 (4.070)] [KD 2.572 (2.550)] 2024-10-14 19:13:53,336 - Train: 78.84% [986250/1251000] [788.4/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.221] [lr 0.000346] [CE 3.970 (4.101)] [KD 2.510 (2.576)] 2024-10-14 19:14:05,509 - Train: 78.84% [986300/1251000] [788.4/1000.0] [batch_t 0.226 (0.243)] [data_t 0.007] [optim_t 0.219] [lr 0.000346] [CE 3.586 (4.000)] [KD 2.213 (2.538)] 2024-10-14 19:14:17,505 - Train: 78.84% [986350/1251000] [788.4/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.000346] [CE 4.407 (4.058)] [KD 2.777 (2.554)] 2024-10-14 19:14:29,699 - Train: 78.85% [986400/1251000] [788.5/1000.0] [batch_t 0.242 (0.244)] [data_t 0.010] [optim_t 0.232] [lr 0.000346] [CE 4.199 (4.027)] [KD 2.713 (2.527)] 2024-10-14 19:14:41,716 - Train: 78.85% [986450/1251000] [788.5/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.000346] [CE 3.985 (3.977)] [KD 2.571 (2.531)] 2024-10-14 19:14:54,303 - Train: 78.86% [986500/1251000] [788.6/1000.0] [batch_t 0.548 (0.252)] [data_t 0.008] [optim_t 0.540] [lr 0.000346] [CE 3.964 (4.053)] [KD 2.602 (2.552)] 2024-10-14 19:15:06,653 - Train: 78.86% [986550/1251000] [788.6/1000.0] [batch_t 0.226 (0.247)] [data_t 0.008] [optim_t 0.218] [lr 0.000346] [CE 4.310 (4.118)] [KD 2.725 (2.609)] 2024-10-14 19:15:18,652 - Train: 78.86% [986600/1251000] [788.6/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.000345] [CE 4.201 (4.061)] [KD 2.673 (2.578)] 2024-10-14 19:15:30,753 - Train: 78.87% [986650/1251000] [788.7/1000.0] [batch_t 0.243 (0.242)] [data_t 0.007] [optim_t 0.235] [lr 0.000345] [CE 3.931 (4.083)] [KD 2.472 (2.574)] 2024-10-14 19:15:43,531 - Train: 78.87% [986700/1251000] [788.7/1000.0] [batch_t 0.236 (0.255)] [data_t 0.007] [optim_t 0.229] [lr 0.000345] [CE 4.411 (4.079)] [KD 2.694 (2.536)] 2024-10-14 19:15:55,284 - Train: 78.88% [986750/1251000] [788.8/1000.0] [batch_t 0.223 (0.235)] [data_t 0.008] [optim_t 0.214] [lr 0.000345] [CE 4.162 (4.052)] [KD 2.497 (2.577)] 2024-10-14 19:16:07,319 - Train: 78.88% [986800/1251000] [788.8/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.000345] [CE 3.957 (4.051)] [KD 2.459 (2.540)] 2024-10-14 19:16:19,768 - Train: 78.88% [986850/1251000] [788.8/1000.0] [batch_t 0.242 (0.249)] [data_t 0.007] [optim_t 0.235] [lr 0.000345] [CE 4.229 (3.972)] [KD 2.630 (2.507)] 2024-10-14 19:16:31,729 - Train: 78.89% [986900/1251000] [788.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.000345] [CE 3.590 (3.991)] [KD 2.120 (2.524)] 2024-10-14 19:16:43,512 - Train: 78.89% [986950/1251000] [788.9/1000.0] [batch_t 0.222 (0.235)] [data_t 0.010] [optim_t 0.212] [lr 0.000345] [CE 3.780 (4.058)] [KD 2.362 (2.547)] 2024-10-14 19:16:55,901 - Train: 78.90% [987000/1251000] [789.0/1000.0] [batch_t 0.227 (0.248)] [data_t 0.008] [optim_t 0.220] [lr 0.000345] [CE 3.647 (3.998)] [KD 2.346 (2.531)] 2024-10-14 19:17:15,242 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.195)] [top1_cnt 39454] [top5_cnt 47230] [top_all 50000] 2024-10-14 19:17:15,243 - net: 78.908 (94.460) 2024-10-14 19:17:24,523 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.169)] [top1_cnt 40405] [top5_cnt 47621] [top_all 50000] 2024-10-14 19:17:24,524 - net_E: 80.810 (95.242) 2024-10-14 19:17:24,720 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.810 (epoch: 781)] 2024-10-14 19:17:24,720 - ==> Total time: 2 days, 22:39:17 Eta: 18:53:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:17:31,087 - Train: 78.90% [987050/1251000] [789.0/1000.0] [batch_t 0.232 (0.312)] [data_t 0.008] [optim_t 0.224] [lr 0.000344] [CE 3.765 (4.122)] [KD 2.454 (2.549)] 2024-10-14 19:17:42,917 - Train: 78.90% [987100/1251000] [789.0/1000.0] [batch_t 0.232 (0.236)] [data_t 0.006] [optim_t 0.226] [lr 0.000344] [CE 3.787 (4.079)] [KD 2.400 (2.546)] 2024-10-14 19:17:54,994 - Train: 78.91% [987150/1251000] [789.1/1000.0] [batch_t 0.243 (0.241)] [data_t 0.008] [optim_t 0.235] [lr 0.000344] [CE 4.156 (4.069)] [KD 2.515 (2.558)] 2024-10-14 19:18:06,790 - Train: 78.91% [987200/1251000] [789.1/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.228] [lr 0.000344] [CE 3.886 (4.023)] [KD 2.459 (2.518)] 2024-10-14 19:18:18,472 - Train: 78.92% [987250/1251000] [789.2/1000.0] [batch_t 0.223 (0.233)] [data_t 0.008] [optim_t 0.214] [lr 0.000344] [CE 4.515 (4.053)] [KD 2.827 (2.544)] 2024-10-14 19:18:30,253 - Train: 78.92% [987300/1251000] [789.2/1000.0] [batch_t 0.220 (0.235)] [data_t 0.010] [optim_t 0.210] [lr 0.000344] [CE 4.179 (4.082)] [KD 2.414 (2.554)] 2024-10-14 19:18:42,159 - Train: 78.92% [987350/1251000] [789.2/1000.0] [batch_t 0.477 (0.238)] [data_t 0.009] [optim_t 0.468] [lr 0.000344] [CE 4.776 (4.071)] [KD 2.843 (2.540)] 2024-10-14 19:18:53,631 - Train: 78.93% [987400/1251000] [789.3/1000.0] [batch_t 0.223 (0.229)] [data_t 0.008] [optim_t 0.215] [lr 0.000344] [CE 4.112 (3.998)] [KD 2.636 (2.521)] 2024-10-14 19:19:05,684 - Train: 78.93% [987450/1251000] [789.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000344] [CE 4.398 (4.098)] [KD 2.682 (2.557)] 2024-10-14 19:19:17,451 - Train: 78.94% [987500/1251000] [789.4/1000.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.000343] [CE 4.426 (4.070)] [KD 2.624 (2.565)] 2024-10-14 19:19:29,447 - Train: 78.94% [987550/1251000] [789.4/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.000343] [CE 4.195 (3.990)] [KD 2.643 (2.478)] 2024-10-14 19:19:41,392 - Train: 78.94% [987600/1251000] [789.4/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.000343] [CE 3.542 (3.937)] [KD 2.164 (2.467)] 2024-10-14 19:19:53,191 - Train: 78.95% [987650/1251000] [789.5/1000.0] [batch_t 0.225 (0.236)] [data_t 0.007] [optim_t 0.218] [lr 0.000343] [CE 4.783 (4.066)] [KD 3.032 (2.548)] 2024-10-14 19:20:04,952 - Train: 78.95% [987700/1251000] [789.5/1000.0] [batch_t 0.216 (0.235)] [data_t 0.009] [optim_t 0.207] [lr 0.000343] [CE 4.283 (3.966)] [KD 2.738 (2.500)] 2024-10-14 19:20:16,985 - Train: 78.96% [987750/1251000] [789.6/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.000343] [CE 4.414 (4.010)] [KD 2.547 (2.508)] 2024-10-14 19:20:28,816 - Train: 78.96% [987800/1251000] [789.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.000343] [CE 4.057 (4.024)] [KD 2.421 (2.513)] 2024-10-14 19:20:40,654 - Train: 78.96% [987850/1251000] [789.6/1000.0] [batch_t 0.241 (0.237)] [data_t 0.007] [optim_t 0.234] [lr 0.000343] [CE 3.794 (4.075)] [KD 2.412 (2.553)] 2024-10-14 19:20:52,972 - Train: 78.97% [987900/1251000] [789.7/1000.0] [batch_t 0.255 (0.246)] [data_t 0.010] [optim_t 0.245] [lr 0.000343] [CE 4.175 (4.063)] [KD 2.351 (2.528)] 2024-10-14 19:21:04,736 - Train: 78.97% [987950/1251000] [789.7/1000.0] [batch_t 0.245 (0.235)] [data_t 0.011] [optim_t 0.233] [lr 0.000342] [CE 3.880 (4.065)] [KD 2.521 (2.557)] 2024-10-14 19:21:16,512 - Train: 78.98% [988000/1251000] [789.8/1000.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.000342] [CE 4.466 (4.054)] [KD 2.936 (2.563)] 2024-10-14 19:21:28,429 - Train: 78.98% [988050/1251000] [789.8/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000342] [CE 3.957 (4.095)] [KD 2.500 (2.573)] 2024-10-14 19:21:40,545 - Train: 78.98% [988100/1251000] [789.8/1000.0] [batch_t 0.225 (0.242)] [data_t 0.007] [optim_t 0.217] [lr 0.000342] [CE 4.450 (4.064)] [KD 2.742 (2.531)] 2024-10-14 19:21:52,871 - Train: 78.99% [988150/1251000] [789.9/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000342] [CE 3.749 (4.017)] [KD 2.305 (2.515)] 2024-10-14 19:22:05,162 - Train: 78.99% [988200/1251000] [789.9/1000.0] [batch_t 0.228 (0.246)] [data_t 0.010] [optim_t 0.218] [lr 0.000342] [CE 3.517 (4.092)] [KD 2.389 (2.569)] 2024-10-14 19:22:16,993 - Train: 79.00% [988250/1251000] [790.0/1000.0] [batch_t 0.229 (0.236)] [data_t 0.006] [optim_t 0.223] [lr 0.000342] [CE 3.895 (4.071)] [KD 2.532 (2.532)] 2024-10-14 19:22:36,387 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.194)] [top1_cnt 39498] [top5_cnt 47232] [top_all 50000] 2024-10-14 19:22:36,388 - net: 78.996 (94.464) 2024-10-14 19:22:45,577 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 40412] [top5_cnt 47597] [top_all 50000] 2024-10-14 19:22:45,578 - net_E: 80.824 (95.194) 2024-10-14 19:22:45,781 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.824 (epoch: 790)] 2024-10-14 19:22:45,782 - ==> Total time: 2 days, 22:44:38 Eta: 18:48:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:23:01,066 - Train: 79.00% [988300/1251000] [790.0/1000.0] [batch_t 0.231 (0.284)] [data_t 0.008] [optim_t 0.223] [lr 0.000342] [CE 3.610 (3.867)] [KD 2.291 (2.414)] 2024-10-14 19:23:13,363 - Train: 79.00% [988350/1251000] [790.0/1000.0] [batch_t 0.229 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.000341] [CE 4.115 (3.947)] [KD 2.649 (2.469)] 2024-10-14 19:23:25,754 - Train: 79.01% [988400/1251000] [790.1/1000.0] [batch_t 0.243 (0.248)] [data_t 0.008] [optim_t 0.235] [lr 0.000341] [CE 3.755 (4.094)] [KD 2.391 (2.551)] 2024-10-14 19:23:38,205 - Train: 79.01% [988450/1251000] [790.1/1000.0] [batch_t 0.234 (0.249)] [data_t 0.008] [optim_t 0.226] [lr 0.000341] [CE 4.147 (3.991)] [KD 2.714 (2.490)] 2024-10-14 19:23:49,975 - Train: 79.02% [988500/1251000] [790.2/1000.0] [batch_t 0.236 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.000341] [CE 4.293 (4.053)] [KD 2.529 (2.530)] 2024-10-14 19:24:02,433 - Train: 79.02% [988550/1251000] [790.2/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.000341] [CE 3.993 (4.023)] [KD 2.567 (2.526)] 2024-10-14 19:24:14,731 - Train: 79.02% [988600/1251000] [790.2/1000.0] [batch_t 0.229 (0.246)] [data_t 0.006] [optim_t 0.223] [lr 0.000341] [CE 4.000 (4.004)] [KD 2.580 (2.494)] 2024-10-14 19:24:26,809 - Train: 79.03% [988650/1251000] [790.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.000341] [CE 4.191 (4.052)] [KD 2.604 (2.549)] 2024-10-14 19:24:38,916 - Train: 79.03% [988700/1251000] [790.3/1000.0] [batch_t 0.243 (0.242)] [data_t 0.010] [optim_t 0.233] [lr 0.000341] [CE 4.520 (4.081)] [KD 2.843 (2.577)] 2024-10-14 19:24:51,466 - Train: 79.04% [988750/1251000] [790.4/1000.0] [batch_t 0.228 (0.251)] [data_t 0.007] [optim_t 0.221] [lr 0.000341] [CE 3.891 (4.028)] [KD 2.410 (2.484)] 2024-10-14 19:25:03,234 - Train: 79.04% [988800/1251000] [790.4/1000.0] [batch_t 0.238 (0.235)] [data_t 0.007] [optim_t 0.231] [lr 0.000340] [CE 3.776 (3.972)] [KD 2.462 (2.479)] 2024-10-14 19:25:15,633 - Train: 79.04% [988850/1251000] [790.4/1000.0] [batch_t 0.226 (0.248)] [data_t 0.009] [optim_t 0.217] [lr 0.000340] [CE 4.068 (4.068)] [KD 2.574 (2.544)] 2024-10-14 19:25:28,089 - Train: 79.05% [988900/1251000] [790.5/1000.0] [batch_t 0.233 (0.249)] [data_t 0.009] [optim_t 0.224] [lr 0.000340] [CE 4.197 (4.080)] [KD 2.622 (2.544)] 2024-10-14 19:25:40,087 - Train: 79.05% [988950/1251000] [790.5/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000340] [CE 3.793 (4.104)] [KD 2.308 (2.549)] 2024-10-14 19:25:52,400 - Train: 79.06% [989000/1251000] [790.6/1000.0] [batch_t 0.246 (0.246)] [data_t 0.007] [optim_t 0.239] [lr 0.000340] [CE 3.977 (4.047)] [KD 2.287 (2.524)] 2024-10-14 19:26:04,519 - Train: 79.06% [989050/1251000] [790.6/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.218] [lr 0.000340] [CE 4.276 (4.044)] [KD 2.652 (2.529)] 2024-10-14 19:26:16,562 - Train: 79.06% [989100/1251000] [790.6/1000.0] [batch_t 0.229 (0.241)] [data_t 0.008] [optim_t 0.221] [lr 0.000340] [CE 4.134 (4.068)] [KD 2.630 (2.557)] 2024-10-14 19:26:29,279 - Train: 79.07% [989150/1251000] [790.7/1000.0] [batch_t 0.228 (0.254)] [data_t 0.008] [optim_t 0.220] [lr 0.000340] [CE 3.638 (3.997)] [KD 2.299 (2.505)] 2024-10-14 19:26:41,332 - Train: 79.07% [989200/1251000] [790.7/1000.0] [batch_t 0.249 (0.241)] [data_t 0.008] [optim_t 0.241] [lr 0.000340] [CE 3.816 (4.023)] [KD 2.310 (2.535)] 2024-10-14 19:26:53,698 - Train: 79.08% [989250/1251000] [790.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000339] [CE 4.201 (4.027)] [KD 2.587 (2.523)] 2024-10-14 19:27:05,900 - Train: 79.08% [989300/1251000] [790.8/1000.0] [batch_t 0.216 (0.244)] [data_t 0.008] [optim_t 0.208] [lr 0.000339] [CE 3.886 (4.089)] [KD 2.357 (2.580)] 2024-10-14 19:27:18,353 - Train: 79.08% [989350/1251000] [790.8/1000.0] [batch_t 0.241 (0.249)] [data_t 0.008] [optim_t 0.233] [lr 0.000339] [CE 4.259 (4.108)] [KD 2.602 (2.592)] 2024-10-14 19:27:30,526 - Train: 79.09% [989400/1251000] [790.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.000339] [CE 3.655 (4.035)] [KD 2.204 (2.520)] 2024-10-14 19:27:42,393 - Train: 79.09% [989450/1251000] [790.9/1000.0] [batch_t 0.237 (0.237)] [data_t 0.010] [optim_t 0.227] [lr 0.000339] [CE 3.636 (4.038)] [KD 2.363 (2.534)] 2024-10-14 19:27:55,075 - Train: 79.10% [989500/1251000] [791.0/1000.0] [batch_t 0.230 (0.253)] [data_t 0.009] [optim_t 0.221] [lr 0.000339] [CE 3.678 (4.048)] [KD 2.379 (2.566)] 2024-10-14 19:28:14,433 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.183)] [top1_cnt 39482] [top5_cnt 47257] [top_all 50000] 2024-10-14 19:28:14,434 - net: 78.964 (94.514) 2024-10-14 19:28:24,042 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 40414] [top5_cnt 47606] [top_all 50000] 2024-10-14 19:28:24,043 - net_E: 80.828 (95.212) 2024-10-14 19:28:24,287 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.828 (epoch: 791)] 2024-10-14 19:28:24,288 - ==> Total time: 2 days, 22:50:17 Eta: 18:43:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:28:40,591 - Train: 79.10% [989550/1251000] [791.0/1000.0] [batch_t 0.227 (0.296)] [data_t 0.009] [optim_t 0.218] [lr 0.000339] [CE 3.666 (3.812)] [KD 2.158 (2.386)] 2024-10-14 19:28:52,352 - Train: 79.10% [989600/1251000] [791.0/1000.0] [batch_t 0.252 (0.235)] [data_t 0.007] [optim_t 0.244] [lr 0.000339] [CE 3.897 (4.077)] [KD 2.416 (2.566)] 2024-10-14 19:29:04,386 - Train: 79.11% [989650/1251000] [791.1/1000.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.000339] [CE 3.918 (4.072)] [KD 2.470 (2.541)] 2024-10-14 19:29:17,445 - Train: 79.11% [989700/1251000] [791.1/1000.0] [batch_t 0.238 (0.261)] [data_t 0.007] [optim_t 0.231] [lr 0.000338] [CE 3.815 (4.026)] [KD 2.353 (2.525)] 2024-10-14 19:29:29,801 - Train: 79.12% [989750/1251000] [791.2/1000.0] [batch_t 0.230 (0.247)] [data_t 0.006] [optim_t 0.224] [lr 0.000338] [CE 3.501 (4.079)] [KD 2.307 (2.547)] 2024-10-14 19:29:42,326 - Train: 79.12% [989800/1251000] [791.2/1000.0] [batch_t 0.240 (0.250)] [data_t 0.007] [optim_t 0.233] [lr 0.000338] [CE 4.004 (4.028)] [KD 2.456 (2.512)] 2024-10-14 19:29:54,154 - Train: 79.12% [989850/1251000] [791.2/1000.0] [batch_t 0.264 (0.236)] [data_t 0.007] [optim_t 0.256] [lr 0.000338] [CE 4.013 (4.059)] [KD 2.638 (2.550)] 2024-10-14 19:30:05,949 - Train: 79.13% [989900/1251000] [791.3/1000.0] [batch_t 0.230 (0.236)] [data_t 0.008] [optim_t 0.222] [lr 0.000338] [CE 3.803 (3.985)] [KD 2.271 (2.522)] 2024-10-14 19:30:18,348 - Train: 79.13% [989950/1251000] [791.3/1000.0] [batch_t 0.245 (0.248)] [data_t 0.006] [optim_t 0.239] [lr 0.000338] [CE 3.917 (4.127)] [KD 2.459 (2.546)] 2024-10-14 19:30:30,558 - Train: 79.14% [990000/1251000] [791.4/1000.0] [batch_t 0.420 (0.244)] [data_t 0.009] [optim_t 0.411] [lr 0.000338] [CE 4.372 (4.115)] [KD 2.740 (2.578)] 2024-10-14 19:30:42,545 - Train: 79.14% [990050/1251000] [791.4/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000338] [CE 3.434 (4.092)] [KD 2.214 (2.562)] 2024-10-14 19:30:54,741 - Train: 79.14% [990100/1251000] [791.4/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.222] [lr 0.000337] [CE 4.388 (3.990)] [KD 2.759 (2.499)] 2024-10-14 19:31:06,943 - Train: 79.15% [990150/1251000] [791.5/1000.0] [batch_t 0.231 (0.244)] [data_t 0.008] [optim_t 0.224] [lr 0.000337] [CE 4.286 (4.020)] [KD 2.534 (2.493)] 2024-10-14 19:31:18,873 - Train: 79.15% [990200/1251000] [791.5/1000.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000337] [CE 3.972 (4.075)] [KD 2.414 (2.531)] 2024-10-14 19:31:31,105 - Train: 79.16% [990250/1251000] [791.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.000337] [CE 3.968 (4.044)] [KD 2.694 (2.511)] 2024-10-14 19:31:43,158 - Train: 79.16% [990300/1251000] [791.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.000337] [CE 3.866 (4.008)] [KD 2.546 (2.503)] 2024-10-14 19:31:55,842 - Train: 79.16% [990350/1251000] [791.6/1000.0] [batch_t 0.231 (0.253)] [data_t 0.009] [optim_t 0.222] [lr 0.000337] [CE 3.962 (4.017)] [KD 2.386 (2.507)] 2024-10-14 19:32:08,185 - Train: 79.17% [990400/1251000] [791.7/1000.0] [batch_t 0.229 (0.247)] [data_t 0.010] [optim_t 0.218] [lr 0.000337] [CE 4.225 (4.071)] [KD 2.695 (2.532)] 2024-10-14 19:32:20,147 - Train: 79.17% [990450/1251000] [791.7/1000.0] [batch_t 0.223 (0.239)] [data_t 0.007] [optim_t 0.215] [lr 0.000337] [CE 3.559 (4.040)] [KD 2.273 (2.542)] 2024-10-14 19:32:31,655 - Train: 79.18% [990500/1251000] [791.8/1000.0] [batch_t 0.231 (0.230)] [data_t 0.007] [optim_t 0.224] [lr 0.000337] [CE 4.027 (4.014)] [KD 2.452 (2.541)] 2024-10-14 19:32:43,923 - Train: 79.18% [990550/1251000] [791.8/1000.0] [batch_t 0.246 (0.245)] [data_t 0.007] [optim_t 0.239] [lr 0.000336] [CE 3.640 (3.991)] [KD 2.544 (2.529)] 2024-10-14 19:32:55,880 - Train: 79.18% [990600/1251000] [791.8/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.000336] [CE 3.832 (3.979)] [KD 2.408 (2.531)] 2024-10-14 19:33:07,607 - Train: 79.19% [990650/1251000] [791.9/1000.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.000336] [CE 3.631 (4.110)] [KD 2.282 (2.561)] 2024-10-14 19:33:19,863 - Train: 79.19% [990700/1251000] [791.9/1000.0] [batch_t 0.232 (0.245)] [data_t 0.010] [optim_t 0.222] [lr 0.000336] [CE 3.270 (4.003)] [KD 1.993 (2.515)] 2024-10-14 19:33:31,943 - Train: 79.20% [990750/1251000] [792.0/1000.0] [batch_t 0.237 (0.241)] [data_t 0.007] [optim_t 0.230] [lr 0.000336] [CE 3.826 (4.080)] [KD 2.360 (2.559)] 2024-10-14 19:33:50,413 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 39517] [top5_cnt 47323] [top_all 50000] 2024-10-14 19:33:50,414 - net: 79.034 (94.646) 2024-10-14 19:33:59,327 - Test (net_E): 100.00% [50/50] [batch_t 0.145 (0.163)] [top1_cnt 40427] [top5_cnt 47631] [top_all 50000] 2024-10-14 19:33:59,328 - net_E: 80.854 (95.262) 2024-10-14 19:33:59,549 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.854 (epoch: 792)] 2024-10-14 19:33:59,550 - ==> Total time: 2 days, 22:55:52 Eta: 18:37:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:34:17,329 - Train: 79.20% [990800/1251000] [792.0/1000.0] [batch_t 0.228 (0.286)] [data_t 0.008] [optim_t 0.220] [lr 0.000336] [CE 3.549 (3.909)] [KD 2.163 (2.425)] 2024-10-14 19:34:29,653 - Train: 79.20% [990850/1251000] [792.0/1000.0] [batch_t 0.223 (0.246)] [data_t 0.006] [optim_t 0.216] [lr 0.000336] [CE 4.391 (4.087)] [KD 2.896 (2.534)] 2024-10-14 19:34:41,729 - Train: 79.21% [990900/1251000] [792.1/1000.0] [batch_t 0.463 (0.241)] [data_t 0.008] [optim_t 0.455] [lr 0.000336] [CE 4.580 (3.978)] [KD 2.659 (2.456)] 2024-10-14 19:34:53,861 - Train: 79.21% [990950/1251000] [792.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000336] [CE 4.067 (4.149)] [KD 2.627 (2.570)] 2024-10-14 19:35:06,083 - Train: 79.22% [991000/1251000] [792.2/1000.0] [batch_t 0.433 (0.244)] [data_t 0.009] [optim_t 0.423] [lr 0.000335] [CE 4.316 (4.049)] [KD 2.648 (2.550)] 2024-10-14 19:35:18,216 - Train: 79.22% [991050/1251000] [792.2/1000.0] [batch_t 0.224 (0.242)] [data_t 0.010] [optim_t 0.215] [lr 0.000335] [CE 3.536 (4.049)] [KD 2.312 (2.546)] 2024-10-14 19:35:30,106 - Train: 79.22% [991100/1251000] [792.2/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.000335] [CE 3.952 (4.078)] [KD 2.441 (2.554)] 2024-10-14 19:35:42,527 - Train: 79.23% [991150/1251000] [792.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.006] [optim_t 0.233] [lr 0.000335] [CE 3.922 (4.060)] [KD 2.600 (2.528)] 2024-10-14 19:35:54,562 - Train: 79.23% [991200/1251000] [792.3/1000.0] [batch_t 0.230 (0.241)] [data_t 0.011] [optim_t 0.219] [lr 0.000335] [CE 4.299 (4.040)] [KD 2.750 (2.551)] 2024-10-14 19:36:06,923 - Train: 79.24% [991250/1251000] [792.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000335] [CE 3.869 (4.099)] [KD 2.378 (2.551)] 2024-10-14 19:36:18,799 - Train: 79.24% [991300/1251000] [792.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.006] [optim_t 0.229] [lr 0.000335] [CE 3.942 (4.052)] [KD 2.342 (2.519)] 2024-10-14 19:36:31,501 - Train: 79.24% [991350/1251000] [792.4/1000.0] [batch_t 0.218 (0.254)] [data_t 0.008] [optim_t 0.210] [lr 0.000335] [CE 4.351 (4.091)] [KD 2.723 (2.550)] 2024-10-14 19:36:43,590 - Train: 79.25% [991400/1251000] [792.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.000335] [CE 4.030 (4.050)] [KD 2.514 (2.525)] 2024-10-14 19:36:55,872 - Train: 79.25% [991450/1251000] [792.5/1000.0] [batch_t 0.243 (0.245)] [data_t 0.007] [optim_t 0.236] [lr 0.000334] [CE 4.667 (4.093)] [KD 2.830 (2.555)] 2024-10-14 19:37:07,935 - Train: 79.26% [991500/1251000] [792.6/1000.0] [batch_t 0.226 (0.241)] [data_t 0.006] [optim_t 0.219] [lr 0.000334] [CE 4.502 (4.121)] [KD 2.786 (2.565)] 2024-10-14 19:37:20,366 - Train: 79.26% [991550/1251000] [792.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000334] [CE 4.180 (4.024)] [KD 2.663 (2.512)] 2024-10-14 19:37:32,213 - Train: 79.26% [991600/1251000] [792.6/1000.0] [batch_t 0.222 (0.237)] [data_t 0.010] [optim_t 0.212] [lr 0.000334] [CE 4.382 (4.077)] [KD 2.818 (2.527)] 2024-10-14 19:37:44,759 - Train: 79.27% [991650/1251000] [792.7/1000.0] [batch_t 0.240 (0.251)] [data_t 0.007] [optim_t 0.233] [lr 0.000334] [CE 4.232 (4.052)] [KD 2.659 (2.519)] 2024-10-14 19:37:56,814 - Train: 79.27% [991700/1251000] [792.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.000334] [CE 3.502 (4.093)] [KD 2.248 (2.542)] 2024-10-14 19:38:09,287 - Train: 79.28% [991750/1251000] [792.8/1000.0] [batch_t 0.228 (0.249)] [data_t 0.006] [optim_t 0.222] [lr 0.000334] [CE 3.696 (4.016)] [KD 2.225 (2.513)] 2024-10-14 19:38:21,207 - Train: 79.28% [991800/1251000] [792.8/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.000334] [CE 3.929 (4.039)] [KD 2.383 (2.486)] 2024-10-14 19:38:33,535 - Train: 79.28% [991850/1251000] [792.8/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.000334] [CE 4.089 (4.126)] [KD 2.512 (2.592)] 2024-10-14 19:38:45,669 - Train: 79.29% [991900/1251000] [792.9/1000.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.000333] [CE 4.680 (4.129)] [KD 2.710 (2.593)] 2024-10-14 19:38:57,964 - Train: 79.29% [991950/1251000] [792.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.000333] [CE 4.337 (4.040)] [KD 2.670 (2.520)] 2024-10-14 19:39:09,975 - Train: 79.30% [992000/1251000] [793.0/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.000333] [CE 3.944 (4.090)] [KD 2.368 (2.537)] 2024-10-14 19:39:28,401 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.159)] [top1_cnt 39586] [top5_cnt 47318] [top_all 50000] 2024-10-14 19:39:28,402 - net: 79.172 (94.636) 2024-10-14 19:39:37,791 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 40437] [top5_cnt 47639] [top_all 50000] 2024-10-14 19:39:37,792 - net_E: 80.874 (95.278) 2024-10-14 19:39:38,000 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.874 (epoch: 793)] 2024-10-14 19:39:38,001 - ==> Total time: 2 days, 23:01:30 Eta: 18:32:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:39:52,139 - Train: 79.30% [992050/1251000] [793.0/1000.0] [batch_t 0.221 (0.357)] [data_t 0.009] [optim_t 0.212] [lr 0.000333] [CE 4.567 (4.030)] [KD 2.872 (2.521)] 2024-10-14 19:40:03,974 - Train: 79.30% [992100/1251000] [793.0/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000333] [CE 4.109 (3.998)] [KD 2.754 (2.494)] 2024-10-14 19:40:16,047 - Train: 79.31% [992150/1251000] [793.1/1000.0] [batch_t 0.434 (0.241)] [data_t 0.008] [optim_t 0.425] [lr 0.000333] [CE 3.641 (3.973)] [KD 2.480 (2.487)] 2024-10-14 19:40:28,122 - Train: 79.31% [992200/1251000] [793.1/1000.0] [batch_t 0.244 (0.241)] [data_t 0.008] [optim_t 0.235] [lr 0.000333] [CE 4.120 (4.071)] [KD 2.419 (2.521)] 2024-10-14 19:40:40,158 - Train: 79.32% [992250/1251000] [793.2/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.000333] [CE 4.093 (4.105)] [KD 2.484 (2.550)] 2024-10-14 19:40:51,920 - Train: 79.32% [992300/1251000] [793.2/1000.0] [batch_t 0.224 (0.235)] [data_t 0.008] [optim_t 0.215] [lr 0.000333] [CE 3.806 (3.972)] [KD 2.449 (2.484)] 2024-10-14 19:41:03,994 - Train: 79.32% [992350/1251000] [793.2/1000.0] [batch_t 0.242 (0.241)] [data_t 0.008] [optim_t 0.234] [lr 0.000332] [CE 3.063 (4.004)] [KD 2.079 (2.498)] 2024-10-14 19:41:15,880 - Train: 79.33% [992400/1251000] [793.3/1000.0] [batch_t 0.237 (0.238)] [data_t 0.010] [optim_t 0.227] [lr 0.000332] [CE 4.087 (4.073)] [KD 2.535 (2.539)] 2024-10-14 19:41:27,864 - Train: 79.33% [992450/1251000] [793.3/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.000332] [CE 4.037 (4.056)] [KD 2.541 (2.518)] 2024-10-14 19:41:39,880 - Train: 79.34% [992500/1251000] [793.4/1000.0] [batch_t 0.235 (0.240)] [data_t 0.010] [optim_t 0.225] [lr 0.000332] [CE 4.358 (4.001)] [KD 2.795 (2.509)] 2024-10-14 19:41:52,094 - Train: 79.34% [992550/1251000] [793.4/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.000332] [CE 3.744 (4.041)] [KD 2.272 (2.540)] 2024-10-14 19:42:03,717 - Train: 79.34% [992600/1251000] [793.4/1000.0] [batch_t 0.227 (0.232)] [data_t 0.011] [optim_t 0.216] [lr 0.000332] [CE 4.381 (4.152)] [KD 2.639 (2.588)] 2024-10-14 19:42:15,761 - Train: 79.35% [992650/1251000] [793.5/1000.0] [batch_t 0.218 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.000332] [CE 4.329 (4.000)] [KD 2.568 (2.514)] 2024-10-14 19:42:28,316 - Train: 79.35% [992700/1251000] [793.5/1000.0] [batch_t 0.241 (0.251)] [data_t 0.008] [optim_t 0.233] [lr 0.000332] [CE 4.287 (3.989)] [KD 2.662 (2.503)] 2024-10-14 19:42:40,278 - Train: 79.36% [992750/1251000] [793.6/1000.0] [batch_t 0.248 (0.239)] [data_t 0.008] [optim_t 0.240] [lr 0.000332] [CE 3.777 (4.028)] [KD 2.348 (2.477)] 2024-10-14 19:42:52,447 - Train: 79.36% [992800/1251000] [793.6/1000.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.000331] [CE 4.076 (4.020)] [KD 2.515 (2.517)] 2024-10-14 19:43:04,890 - Train: 79.36% [992850/1251000] [793.6/1000.0] [batch_t 0.249 (0.249)] [data_t 0.008] [optim_t 0.241] [lr 0.000331] [CE 4.470 (4.031)] [KD 2.856 (2.534)] 2024-10-14 19:43:17,429 - Train: 79.37% [992900/1251000] [793.7/1000.0] [batch_t 0.248 (0.251)] [data_t 0.008] [optim_t 0.240] [lr 0.000331] [CE 4.244 (4.014)] [KD 2.478 (2.497)] 2024-10-14 19:43:29,921 - Train: 79.37% [992950/1251000] [793.7/1000.0] [batch_t 0.246 (0.250)] [data_t 0.007] [optim_t 0.239] [lr 0.000331] [CE 4.174 (4.036)] [KD 2.618 (2.517)] 2024-10-14 19:43:42,168 - Train: 79.38% [993000/1251000] [793.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.007] [optim_t 0.230] [lr 0.000331] [CE 3.825 (4.020)] [KD 2.576 (2.505)] 2024-10-14 19:43:54,438 - Train: 79.38% [993050/1251000] [793.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.007] [optim_t 0.230] [lr 0.000331] [CE 4.519 (4.084)] [KD 2.833 (2.539)] 2024-10-14 19:44:06,672 - Train: 79.38% [993100/1251000] [793.8/1000.0] [batch_t 0.249 (0.244)] [data_t 0.009] [optim_t 0.240] [lr 0.000331] [CE 4.401 (4.093)] [KD 2.609 (2.567)] 2024-10-14 19:44:19,645 - Train: 79.39% [993150/1251000] [793.9/1000.0] [batch_t 0.243 (0.259)] [data_t 0.008] [optim_t 0.235] [lr 0.000331] [CE 3.537 (4.016)] [KD 2.591 (2.518)] 2024-10-14 19:44:32,546 - Train: 79.39% [993200/1251000] [793.9/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.223] [lr 0.000330] [CE 4.009 (4.003)] [KD 2.488 (2.512)] 2024-10-14 19:44:45,112 - Train: 79.40% [993250/1251000] [794.0/1000.0] [batch_t 0.265 (0.251)] [data_t 0.010] [optim_t 0.255] [lr 0.000330] [CE 3.472 (4.047)] [KD 2.213 (2.548)] 2024-10-14 19:45:04,761 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 39525] [top5_cnt 47269] [top_all 50000] 2024-10-14 19:45:04,762 - net: 79.050 (94.538) 2024-10-14 19:45:15,085 - Test (net_E): 100.00% [50/50] [batch_t 0.626 (0.189)] [top1_cnt 40399] [top5_cnt 47640] [top_all 50000] 2024-10-14 19:45:15,086 - net_E: 80.798 (95.280) 2024-10-14 19:45:15,298 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.874 (epoch: 793)] 2024-10-14 19:45:15,299 - ==> Total time: 2 days, 23:07:08 Eta: 18:27:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:45:22,093 - Train: 79.40% [993300/1251000] [794.0/1000.0] [batch_t 0.244 (0.433)] [data_t 0.008] [optim_t 0.235] [lr 0.000330] [CE 4.168 (3.971)] [KD 2.736 (2.496)] 2024-10-14 19:45:34,905 - Train: 79.40% [993350/1251000] [794.0/1000.0] [batch_t 0.255 (0.256)] [data_t 0.011] [optim_t 0.244] [lr 0.000330] [CE 3.963 (3.954)] [KD 2.368 (2.473)] 2024-10-14 19:45:47,449 - Train: 79.41% [993400/1251000] [794.1/1000.0] [batch_t 0.246 (0.251)] [data_t 0.010] [optim_t 0.236] [lr 0.000330] [CE 4.490 (4.087)] [KD 2.443 (2.537)] 2024-10-14 19:46:00,138 - Train: 79.41% [993450/1251000] [794.1/1000.0] [batch_t 0.229 (0.254)] [data_t 0.007] [optim_t 0.222] [lr 0.000330] [CE 4.125 (4.081)] [KD 2.495 (2.547)] 2024-10-14 19:46:12,512 - Train: 79.42% [993500/1251000] [794.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000330] [CE 4.180 (4.074)] [KD 2.507 (2.526)] 2024-10-14 19:46:24,816 - Train: 79.42% [993550/1251000] [794.2/1000.0] [batch_t 0.257 (0.246)] [data_t 0.008] [optim_t 0.249] [lr 0.000330] [CE 3.772 (3.919)] [KD 2.473 (2.446)] 2024-10-14 19:46:37,490 - Train: 79.42% [993600/1251000] [794.2/1000.0] [batch_t 0.236 (0.253)] [data_t 0.007] [optim_t 0.229] [lr 0.000330] [CE 3.863 (4.019)] [KD 2.352 (2.509)] 2024-10-14 19:46:50,471 - Train: 79.43% [993650/1251000] [794.3/1000.0] [batch_t 0.252 (0.259)] [data_t 0.010] [optim_t 0.242] [lr 0.000329] [CE 4.112 (4.061)] [KD 2.452 (2.532)] 2024-10-14 19:47:02,976 - Train: 79.43% [993700/1251000] [794.3/1000.0] [batch_t 0.264 (0.250)] [data_t 0.009] [optim_t 0.255] [lr 0.000329] [CE 4.273 (4.013)] [KD 2.552 (2.480)] 2024-10-14 19:47:15,545 - Train: 79.44% [993750/1251000] [794.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.226] [lr 0.000329] [CE 4.097 (4.054)] [KD 2.548 (2.519)] 2024-10-14 19:47:28,469 - Train: 79.44% [993800/1251000] [794.4/1000.0] [batch_t 0.231 (0.258)] [data_t 0.008] [optim_t 0.223] [lr 0.000329] [CE 3.668 (3.968)] [KD 2.491 (2.487)] 2024-10-14 19:47:40,656 - Train: 79.44% [993850/1251000] [794.4/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.000329] [CE 3.947 (4.057)] [KD 2.422 (2.506)] 2024-10-14 19:47:53,229 - Train: 79.45% [993900/1251000] [794.5/1000.0] [batch_t 0.222 (0.251)] [data_t 0.009] [optim_t 0.213] [lr 0.000329] [CE 4.655 (4.032)] [KD 2.765 (2.510)] 2024-10-14 19:48:05,505 - Train: 79.45% [993950/1251000] [794.5/1000.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000329] [CE 3.459 (4.091)] [KD 2.398 (2.565)] 2024-10-14 19:48:18,097 - Train: 79.46% [994000/1251000] [794.6/1000.0] [batch_t 0.243 (0.252)] [data_t 0.010] [optim_t 0.233] [lr 0.000329] [CE 4.002 (4.009)] [KD 2.397 (2.514)] 2024-10-14 19:48:30,554 - Train: 79.46% [994050/1251000] [794.6/1000.0] [batch_t 0.225 (0.249)] [data_t 0.011] [optim_t 0.214] [lr 0.000329] [CE 4.021 (4.011)] [KD 2.380 (2.493)] 2024-10-14 19:48:43,128 - Train: 79.46% [994100/1251000] [794.6/1000.0] [batch_t 0.227 (0.251)] [data_t 0.011] [optim_t 0.216] [lr 0.000328] [CE 3.812 (4.047)] [KD 2.397 (2.518)] 2024-10-14 19:48:55,070 - Train: 79.47% [994150/1251000] [794.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.010] [optim_t 0.231] [lr 0.000328] [CE 4.025 (3.993)] [KD 2.578 (2.491)] 2024-10-14 19:49:07,913 - Train: 79.47% [994200/1251000] [794.7/1000.0] [batch_t 0.229 (0.257)] [data_t 0.009] [optim_t 0.220] [lr 0.000328] [CE 4.191 (4.051)] [KD 2.463 (2.521)] 2024-10-14 19:49:20,350 - Train: 79.48% [994250/1251000] [794.8/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.000328] [CE 3.649 (3.970)] [KD 2.335 (2.476)] 2024-10-14 19:49:32,866 - Train: 79.48% [994300/1251000] [794.8/1000.0] [batch_t 0.234 (0.250)] [data_t 0.011] [optim_t 0.223] [lr 0.000328] [CE 3.993 (4.010)] [KD 2.481 (2.496)] 2024-10-14 19:49:45,061 - Train: 79.48% [994350/1251000] [794.8/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.000328] [CE 4.075 (3.949)] [KD 2.594 (2.492)] 2024-10-14 19:49:58,206 - Train: 79.49% [994400/1251000] [794.9/1000.0] [batch_t 0.217 (0.263)] [data_t 0.007] [optim_t 0.211] [lr 0.000328] [CE 4.172 (4.131)] [KD 2.683 (2.561)] 2024-10-14 19:50:10,520 - Train: 79.49% [994450/1251000] [794.9/1000.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.218] [lr 0.000328] [CE 4.331 (4.063)] [KD 2.717 (2.544)] 2024-10-14 19:50:23,067 - Train: 79.50% [994500/1251000] [795.0/1000.0] [batch_t 0.245 (0.251)] [data_t 0.012] [optim_t 0.233] [lr 0.000328] [CE 4.068 (4.067)] [KD 2.682 (2.522)] 2024-10-14 19:50:43,097 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.179)] [top1_cnt 39583] [top5_cnt 47323] [top_all 50000] 2024-10-14 19:50:43,097 - net: 79.166 (94.646) 2024-10-14 19:50:51,965 - Test (net_E): 100.00% [50/50] [batch_t 0.049 (0.161)] [top1_cnt 40395] [top5_cnt 47651] [top_all 50000] 2024-10-14 19:50:51,966 - net_E: 80.790 (95.302) 2024-10-14 19:50:52,175 - Max [top1: 79.250 (epoch: 782)] [top1-ema: 80.874 (epoch: 793)] 2024-10-14 19:50:52,175 - ==> Total time: 2 days, 23:12:44 Eta: 18:21:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:51:05,775 - Train: 79.50% [994550/1251000] [795.0/1000.0] [batch_t 0.234 (0.388)] [data_t 0.007] [optim_t 0.227] [lr 0.000327] [CE 4.232 (3.902)] [KD 2.435 (2.385)] 2024-10-14 19:51:18,237 - Train: 79.50% [994600/1251000] [795.0/1000.0] [batch_t 0.227 (0.249)] [data_t 0.007] [optim_t 0.220] [lr 0.000327] [CE 4.162 (3.996)] [KD 2.662 (2.467)] 2024-10-14 19:51:31,120 - Train: 79.51% [994650/1251000] [795.1/1000.0] [batch_t 0.240 (0.257)] [data_t 0.007] [optim_t 0.233] [lr 0.000327] [CE 4.272 (4.056)] [KD 2.722 (2.506)] 2024-10-14 19:51:43,579 - Train: 79.51% [994700/1251000] [795.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.000327] [CE 3.960 (4.044)] [KD 2.423 (2.491)] 2024-10-14 19:51:55,594 - Train: 79.52% [994750/1251000] [795.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.010] [optim_t 0.223] [lr 0.000327] [CE 3.682 (4.146)] [KD 2.457 (2.559)] 2024-10-14 19:52:07,899 - Train: 79.52% [994800/1251000] [795.2/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.000327] [CE 4.301 (4.025)] [KD 2.651 (2.505)] 2024-10-14 19:52:20,197 - Train: 79.52% [994850/1251000] [795.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000327] [CE 3.637 (4.054)] [KD 2.162 (2.480)] 2024-10-14 19:52:32,509 - Train: 79.53% [994900/1251000] [795.3/1000.0] [batch_t 0.228 (0.246)] [data_t 0.009] [optim_t 0.219] [lr 0.000327] [CE 3.851 (4.051)] [KD 2.491 (2.530)] 2024-10-14 19:52:44,978 - Train: 79.53% [994950/1251000] [795.3/1000.0] [batch_t 0.253 (0.249)] [data_t 0.011] [optim_t 0.241] [lr 0.000327] [CE 3.620 (4.013)] [KD 2.283 (2.488)] 2024-10-14 19:52:57,350 - Train: 79.54% [995000/1251000] [795.4/1000.0] [batch_t 0.239 (0.247)] [data_t 0.008] [optim_t 0.231] [lr 0.000326] [CE 4.126 (3.995)] [KD 2.731 (2.487)] 2024-10-14 19:53:09,732 - Train: 79.54% [995050/1251000] [795.4/1000.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.000326] [CE 4.106 (3.976)] [KD 2.403 (2.479)] 2024-10-14 19:53:22,454 - Train: 79.54% [995100/1251000] [795.4/1000.0] [batch_t 0.248 (0.254)] [data_t 0.008] [optim_t 0.240] [lr 0.000326] [CE 4.007 (3.999)] [KD 2.637 (2.507)] 2024-10-14 19:53:34,425 - Train: 79.55% [995150/1251000] [795.5/1000.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.000326] [CE 4.134 (4.075)] [KD 2.461 (2.520)] 2024-10-14 19:53:46,498 - Train: 79.55% [995200/1251000] [795.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.000326] [CE 2.983 (3.991)] [KD 1.949 (2.477)] 2024-10-14 19:53:59,389 - Train: 79.56% [995250/1251000] [795.6/1000.0] [batch_t 0.233 (0.258)] [data_t 0.010] [optim_t 0.223] [lr 0.000326] [CE 4.379 (4.077)] [KD 2.692 (2.524)] 2024-10-14 19:54:12,169 - Train: 79.56% [995300/1251000] [795.6/1000.0] [batch_t 0.256 (0.255)] [data_t 0.006] [optim_t 0.250] [lr 0.000326] [CE 4.598 (4.103)] [KD 2.766 (2.542)] 2024-10-14 19:54:24,067 - Train: 79.56% [995350/1251000] [795.6/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.000326] [CE 4.145 (4.039)] [KD 2.580 (2.537)] 2024-10-14 19:54:36,434 - Train: 79.57% [995400/1251000] [795.7/1000.0] [batch_t 0.241 (0.247)] [data_t 0.007] [optim_t 0.235] [lr 0.000326] [CE 4.135 (4.061)] [KD 2.493 (2.510)] 2024-10-14 19:54:48,740 - Train: 79.57% [995450/1251000] [795.7/1000.0] [batch_t 0.234 (0.246)] [data_t 0.011] [optim_t 0.224] [lr 0.000325] [CE 4.142 (4.146)] [KD 2.657 (2.577)] 2024-10-14 19:55:00,913 - Train: 79.58% [995500/1251000] [795.8/1000.0] [batch_t 0.219 (0.243)] [data_t 0.006] [optim_t 0.212] [lr 0.000325] [CE 4.558 (4.063)] [KD 2.719 (2.525)] 2024-10-14 19:55:13,013 - Train: 79.58% [995550/1251000] [795.8/1000.0] [batch_t 0.240 (0.242)] [data_t 0.006] [optim_t 0.233] [lr 0.000325] [CE 4.171 (4.095)] [KD 2.565 (2.530)] 2024-10-14 19:55:25,602 - Train: 79.58% [995600/1251000] [795.8/1000.0] [batch_t 0.240 (0.252)] [data_t 0.008] [optim_t 0.232] [lr 0.000325] [CE 3.529 (4.093)] [KD 2.360 (2.566)] 2024-10-14 19:55:38,431 - Train: 79.59% [995650/1251000] [795.9/1000.0] [batch_t 0.237 (0.256)] [data_t 0.011] [optim_t 0.226] [lr 0.000325] [CE 4.336 (4.068)] [KD 2.564 (2.547)] 2024-10-14 19:55:51,113 - Train: 79.59% [995700/1251000] [795.9/1000.0] [batch_t 0.468 (0.253)] [data_t 0.006] [optim_t 0.462] [lr 0.000325] [CE 3.976 (4.012)] [KD 2.439 (2.494)] 2024-10-14 19:56:02,874 - Train: 79.60% [995750/1251000] [796.0/1000.0] [batch_t 0.238 (0.235)] [data_t 0.007] [optim_t 0.231] [lr 0.000325] [CE 4.137 (4.031)] [KD 2.452 (2.502)] 2024-10-14 19:56:23,585 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.182)] [top1_cnt 39632] [top5_cnt 47270] [top_all 50000] 2024-10-14 19:56:23,585 - net: 79.264 (94.540) 2024-10-14 19:56:32,759 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 40426] [top5_cnt 47653] [top_all 50000] 2024-10-14 19:56:32,760 - net_E: 80.852 (95.306) 2024-10-14 19:56:32,967 - Max [top1: 79.264 (epoch: 796)] [top1-ema: 80.874 (epoch: 793)] 2024-10-14 19:56:32,967 - ==> Total time: 2 days, 23:18:25 Eta: 18:16:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 19:56:46,991 - Train: 79.60% [995800/1251000] [796.0/1000.0] [batch_t 0.237 (0.405)] [data_t 0.008] [optim_t 0.229] [lr 0.000325] [CE 4.075 (3.828)] [KD 2.514 (2.397)] 2024-10-14 19:56:58,944 - Train: 79.60% [995850/1251000] [796.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.000325] [CE 4.040 (4.028)] [KD 2.565 (2.479)] 2024-10-14 19:57:11,759 - Train: 79.61% [995900/1251000] [796.1/1000.0] [batch_t 0.244 (0.256)] [data_t 0.008] [optim_t 0.236] [lr 0.000324] [CE 3.869 (4.047)] [KD 2.437 (2.504)] 2024-10-14 19:57:23,894 - Train: 79.61% [995950/1251000] [796.1/1000.0] [batch_t 0.242 (0.243)] [data_t 0.011] [optim_t 0.231] [lr 0.000324] [CE 4.066 (4.002)] [KD 2.486 (2.500)] 2024-10-14 19:57:36,116 - Train: 79.62% [996000/1251000] [796.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000324] [CE 3.775 (4.032)] [KD 2.537 (2.519)] 2024-10-14 19:57:48,457 - Train: 79.62% [996050/1251000] [796.2/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000324] [CE 4.188 (4.097)] [KD 2.497 (2.523)] 2024-10-14 19:58:00,860 - Train: 79.62% [996100/1251000] [796.2/1000.0] [batch_t 0.235 (0.248)] [data_t 0.008] [optim_t 0.226] [lr 0.000324] [CE 3.693 (4.050)] [KD 2.389 (2.512)] 2024-10-14 19:58:13,215 - Train: 79.63% [996150/1251000] [796.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000324] [CE 4.103 (4.055)] [KD 2.689 (2.494)] 2024-10-14 19:58:25,777 - Train: 79.63% [996200/1251000] [796.3/1000.0] [batch_t 0.250 (0.251)] [data_t 0.010] [optim_t 0.240] [lr 0.000324] [CE 4.037 (3.963)] [KD 2.561 (2.472)] 2024-10-14 19:58:37,779 - Train: 79.64% [996250/1251000] [796.4/1000.0] [batch_t 0.239 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.000324] [CE 3.533 (4.102)] [KD 2.450 (2.557)] 2024-10-14 19:58:50,203 - Train: 79.64% [996300/1251000] [796.4/1000.0] [batch_t 0.226 (0.248)] [data_t 0.009] [optim_t 0.217] [lr 0.000324] [CE 4.090 (4.004)] [KD 2.391 (2.502)] 2024-10-14 19:59:02,532 - Train: 79.64% [996350/1251000] [796.4/1000.0] [batch_t 0.242 (0.246)] [data_t 0.007] [optim_t 0.235] [lr 0.000323] [CE 4.279 (4.073)] [KD 2.625 (2.526)] 2024-10-14 19:59:14,572 - Train: 79.65% [996400/1251000] [796.5/1000.0] [batch_t 0.251 (0.241)] [data_t 0.008] [optim_t 0.243] [lr 0.000323] [CE 3.611 (4.023)] [KD 2.240 (2.497)] 2024-10-14 19:59:26,939 - Train: 79.65% [996450/1251000] [796.5/1000.0] [batch_t 0.230 (0.247)] [data_t 0.007] [optim_t 0.223] [lr 0.000323] [CE 4.098 (3.982)] [KD 2.386 (2.485)] 2024-10-14 19:59:39,893 - Train: 79.66% [996500/1251000] [796.6/1000.0] [batch_t 0.231 (0.259)] [data_t 0.007] [optim_t 0.224] [lr 0.000323] [CE 3.691 (3.987)] [KD 2.320 (2.485)] 2024-10-14 19:59:52,261 - Train: 79.66% [996550/1251000] [796.6/1000.0] [batch_t 0.258 (0.247)] [data_t 0.010] [optim_t 0.248] [lr 0.000323] [CE 4.164 (4.032)] [KD 2.419 (2.514)] 2024-10-14 20:00:04,777 - Train: 79.66% [996600/1251000] [796.6/1000.0] [batch_t 0.238 (0.250)] [data_t 0.010] [optim_t 0.229] [lr 0.000323] [CE 4.313 (4.014)] [KD 2.623 (2.501)] 2024-10-14 20:00:17,601 - Train: 79.67% [996650/1251000] [796.7/1000.0] [batch_t 0.232 (0.256)] [data_t 0.007] [optim_t 0.225] [lr 0.000323] [CE 3.858 (4.005)] [KD 2.511 (2.490)] 2024-10-14 20:00:29,988 - Train: 79.67% [996700/1251000] [796.7/1000.0] [batch_t 0.248 (0.248)] [data_t 0.008] [optim_t 0.240] [lr 0.000323] [CE 4.076 (4.110)] [KD 2.555 (2.491)] 2024-10-14 20:00:42,341 - Train: 79.68% [996750/1251000] [796.8/1000.0] [batch_t 0.254 (0.247)] [data_t 0.010] [optim_t 0.244] [lr 0.000323] [CE 3.931 (3.975)] [KD 2.360 (2.479)] 2024-10-14 20:00:54,816 - Train: 79.68% [996800/1251000] [796.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000322] [CE 4.544 (4.068)] [KD 2.779 (2.514)] 2024-10-14 20:01:06,696 - Train: 79.68% [996850/1251000] [796.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000322] [CE 3.577 (4.012)] [KD 2.308 (2.475)] 2024-10-14 20:01:19,050 - Train: 79.69% [996900/1251000] [796.9/1000.0] [batch_t 0.252 (0.247)] [data_t 0.008] [optim_t 0.245] [lr 0.000322] [CE 3.673 (4.059)] [KD 2.176 (2.544)] 2024-10-14 20:01:32,037 - Train: 79.69% [996950/1251000] [796.9/1000.0] [batch_t 0.236 (0.260)] [data_t 0.007] [optim_t 0.229] [lr 0.000322] [CE 4.726 (4.012)] [KD 2.801 (2.497)] 2024-10-14 20:01:43,977 - Train: 79.70% [997000/1251000] [797.0/1000.0] [batch_t 0.241 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.000322] [CE 3.983 (4.079)] [KD 2.345 (2.546)] 2024-10-14 20:02:04,795 - Test (net): 100.00% [50/50] [batch_t 0.491 (0.181)] [top1_cnt 39584] [top5_cnt 47296] [top_all 50000] 2024-10-14 20:02:04,796 - net: 79.168 (94.592) 2024-10-14 20:02:13,755 - Test (net_E): 100.00% [50/50] [batch_t 0.062 (0.163)] [top1_cnt 40427] [top5_cnt 47653] [top_all 50000] 2024-10-14 20:02:13,756 - net_E: 80.854 (95.306) 2024-10-14 20:02:13,967 - Max [top1: 79.264 (epoch: 796)] [top1-ema: 80.874 (epoch: 793)] 2024-10-14 20:02:13,968 - ==> Total time: 2 days, 23:24:06 Eta: 18:11:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:02:18,687 - Train: 79.70% [997050/1251000] [797.0/1000.0] [batch_t 0.236 (0.470)] [data_t 0.007] [optim_t 0.229] [lr 0.000322] [CE 3.926 (4.075)] [KD 2.427 (2.549)] 2024-10-14 20:02:30,921 - Train: 79.70% [997100/1251000] [797.0/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.000322] [CE 4.338 (3.972)] [KD 2.648 (2.502)] 2024-10-14 20:02:43,186 - Train: 79.71% [997150/1251000] [797.1/1000.0] [batch_t 0.244 (0.245)] [data_t 0.007] [optim_t 0.237] [lr 0.000322] [CE 4.199 (4.000)] [KD 2.538 (2.481)] 2024-10-14 20:02:55,533 - Train: 79.71% [997200/1251000] [797.1/1000.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.000322] [CE 3.796 (3.897)] [KD 2.412 (2.434)] 2024-10-14 20:03:07,851 - Train: 79.72% [997250/1251000] [797.2/1000.0] [batch_t 0.254 (0.246)] [data_t 0.008] [optim_t 0.246] [lr 0.000321] [CE 3.867 (4.021)] [KD 2.616 (2.516)] 2024-10-14 20:03:20,095 - Train: 79.72% [997300/1251000] [797.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.000321] [CE 3.687 (4.027)] [KD 2.382 (2.517)] 2024-10-14 20:03:32,513 - Train: 79.72% [997350/1251000] [797.2/1000.0] [batch_t 0.245 (0.248)] [data_t 0.007] [optim_t 0.238] [lr 0.000321] [CE 4.202 (4.055)] [KD 2.754 (2.472)] 2024-10-14 20:03:44,852 - Train: 79.73% [997400/1251000] [797.3/1000.0] [batch_t 0.226 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.000321] [CE 3.899 (4.046)] [KD 2.402 (2.492)] 2024-10-14 20:03:57,317 - Train: 79.73% [997450/1251000] [797.3/1000.0] [batch_t 0.230 (0.249)] [data_t 0.009] [optim_t 0.221] [lr 0.000321] [CE 3.799 (4.015)] [KD 2.319 (2.477)] 2024-10-14 20:04:09,482 - Train: 79.74% [997500/1251000] [797.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.011] [optim_t 0.226] [lr 0.000321] [CE 3.351 (4.041)] [KD 2.218 (2.503)] 2024-10-14 20:04:22,076 - Train: 79.74% [997550/1251000] [797.4/1000.0] [batch_t 0.248 (0.252)] [data_t 0.010] [optim_t 0.238] [lr 0.000321] [CE 4.140 (3.970)] [KD 2.463 (2.494)] 2024-10-14 20:04:34,786 - Train: 79.74% [997600/1251000] [797.4/1000.0] [batch_t 0.499 (0.254)] [data_t 0.010] [optim_t 0.489] [lr 0.000321] [CE 3.841 (4.016)] [KD 2.300 (2.500)] 2024-10-14 20:04:47,245 - Train: 79.75% [997650/1251000] [797.5/1000.0] [batch_t 0.248 (0.249)] [data_t 0.008] [optim_t 0.240] [lr 0.000321] [CE 3.984 (4.004)] [KD 2.471 (2.463)] 2024-10-14 20:04:59,640 - Train: 79.75% [997700/1251000] [797.5/1000.0] [batch_t 0.223 (0.248)] [data_t 0.007] [optim_t 0.216] [lr 0.000320] [CE 3.627 (4.056)] [KD 2.366 (2.508)] 2024-10-14 20:05:11,943 - Train: 79.76% [997750/1251000] [797.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000320] [CE 3.684 (4.023)] [KD 2.343 (2.503)] 2024-10-14 20:05:24,429 - Train: 79.76% [997800/1251000] [797.6/1000.0] [batch_t 0.235 (0.250)] [data_t 0.007] [optim_t 0.228] [lr 0.000320] [CE 4.178 (4.028)] [KD 2.526 (2.514)] 2024-10-14 20:05:37,048 - Train: 79.76% [997850/1251000] [797.6/1000.0] [batch_t 0.241 (0.252)] [data_t 0.010] [optim_t 0.231] [lr 0.000320] [CE 3.962 (4.099)] [KD 2.372 (2.527)] 2024-10-14 20:05:49,156 - Train: 79.77% [997900/1251000] [797.7/1000.0] [batch_t 0.242 (0.242)] [data_t 0.007] [optim_t 0.235] [lr 0.000320] [CE 3.977 (4.071)] [KD 2.515 (2.529)] 2024-10-14 20:06:01,122 - Train: 79.77% [997950/1251000] [797.7/1000.0] [batch_t 0.223 (0.239)] [data_t 0.007] [optim_t 0.216] [lr 0.000320] [CE 3.975 (4.053)] [KD 2.618 (2.521)] 2024-10-14 20:06:13,787 - Train: 79.78% [998000/1251000] [797.8/1000.0] [batch_t 0.253 (0.253)] [data_t 0.009] [optim_t 0.244] [lr 0.000320] [CE 4.415 (4.033)] [KD 2.617 (2.485)] 2024-10-14 20:06:25,988 - Train: 79.78% [998050/1251000] [797.8/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.219] [lr 0.000320] [CE 4.084 (4.002)] [KD 2.536 (2.487)] 2024-10-14 20:06:38,378 - Train: 79.78% [998100/1251000] [797.8/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000320] [CE 3.913 (4.069)] [KD 2.364 (2.538)] 2024-10-14 20:06:51,018 - Train: 79.79% [998150/1251000] [797.9/1000.0] [batch_t 0.258 (0.253)] [data_t 0.007] [optim_t 0.251] [lr 0.000319] [CE 4.341 (4.114)] [KD 2.683 (2.545)] 2024-10-14 20:07:03,522 - Train: 79.79% [998200/1251000] [797.9/1000.0] [batch_t 0.247 (0.250)] [data_t 0.008] [optim_t 0.239] [lr 0.000319] [CE 4.189 (4.081)] [KD 2.695 (2.512)] 2024-10-14 20:07:15,660 - Train: 79.80% [998250/1251000] [798.0/1000.0] [batch_t 0.241 (0.243)] [data_t 0.011] [optim_t 0.230] [lr 0.000319] [CE 3.366 (4.024)] [KD 2.117 (2.501)] 2024-10-14 20:07:36,383 - Test (net): 100.00% [50/50] [batch_t 0.127 (0.167)] [top1_cnt 39644] [top5_cnt 47307] [top_all 50000] 2024-10-14 20:07:36,383 - net: 79.288 (94.614) 2024-10-14 20:07:47,583 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.207)] [top1_cnt 40442] [top5_cnt 47647] [top_all 50000] 2024-10-14 20:07:47,584 - net_E: 80.884 (95.294) 2024-10-14 20:07:47,788 - Max [top1: 79.288 (epoch: 798)] [top1-ema: 80.884 (epoch: 798)] 2024-10-14 20:07:47,789 - ==> Total time: 2 days, 23:29:40 Eta: 18:05:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:08:08,765 - Train: 79.80% [998300/1251000] [798.0/1000.0] [batch_t 0.222 (0.522)] [data_t 0.009] [optim_t 0.212] [lr 0.000319] [CE 4.185 (4.208)] [KD 2.650 (2.569)] 2024-10-14 20:08:20,651 - Train: 79.80% [998350/1251000] [798.0/1000.0] [batch_t 0.244 (0.237)] [data_t 0.011] [optim_t 0.233] [lr 0.000319] [CE 4.187 (4.088)] [KD 2.569 (2.531)] 2024-10-14 20:08:33,375 - Train: 79.81% [998400/1251000] [798.1/1000.0] [batch_t 0.253 (0.254)] [data_t 0.008] [optim_t 0.245] [lr 0.000319] [CE 3.859 (3.963)] [KD 2.411 (2.475)] 2024-10-14 20:08:45,715 - Train: 79.81% [998450/1251000] [798.1/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000319] [CE 4.401 (4.081)] [KD 2.751 (2.504)] 2024-10-14 20:08:57,923 - Train: 79.82% [998500/1251000] [798.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000319] [CE 4.024 (3.984)] [KD 2.595 (2.452)] 2024-10-14 20:09:10,124 - Train: 79.82% [998550/1251000] [798.2/1000.0] [batch_t 0.254 (0.244)] [data_t 0.008] [optim_t 0.246] [lr 0.000319] [CE 4.111 (4.072)] [KD 2.507 (2.503)] 2024-10-14 20:09:22,854 - Train: 79.82% [998600/1251000] [798.2/1000.0] [batch_t 0.237 (0.254)] [data_t 0.007] [optim_t 0.230] [lr 0.000318] [CE 3.683 (3.997)] [KD 2.351 (2.482)] 2024-10-14 20:09:35,122 - Train: 79.83% [998650/1251000] [798.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.006] [optim_t 0.232] [lr 0.000318] [CE 3.772 (3.988)] [KD 2.255 (2.490)] 2024-10-14 20:09:47,497 - Train: 79.83% [998700/1251000] [798.3/1000.0] [batch_t 0.247 (0.247)] [data_t 0.007] [optim_t 0.240] [lr 0.000318] [CE 3.974 (4.036)] [KD 2.294 (2.477)] 2024-10-14 20:09:59,888 - Train: 79.84% [998750/1251000] [798.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.008] [optim_t 0.224] [lr 0.000318] [CE 4.385 (4.066)] [KD 2.560 (2.521)] 2024-10-14 20:10:12,523 - Train: 79.84% [998800/1251000] [798.4/1000.0] [batch_t 0.228 (0.253)] [data_t 0.010] [optim_t 0.218] [lr 0.000318] [CE 3.950 (4.016)] [KD 2.362 (2.475)] 2024-10-14 20:10:24,534 - Train: 79.84% [998850/1251000] [798.4/1000.0] [batch_t 0.437 (0.240)] [data_t 0.010] [optim_t 0.427] [lr 0.000318] [CE 4.406 (4.036)] [KD 2.686 (2.491)] 2024-10-14 20:10:37,093 - Train: 79.85% [998900/1251000] [798.5/1000.0] [batch_t 0.234 (0.251)] [data_t 0.007] [optim_t 0.227] [lr 0.000318] [CE 3.869 (3.958)] [KD 2.388 (2.491)] 2024-10-14 20:10:49,295 - Train: 79.85% [998950/1251000] [798.5/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000318] [CE 3.386 (4.064)] [KD 2.074 (2.502)] 2024-10-14 20:11:01,745 - Train: 79.86% [999000/1251000] [798.6/1000.0] [batch_t 0.248 (0.249)] [data_t 0.007] [optim_t 0.241] [lr 0.000318] [CE 4.005 (3.956)] [KD 2.467 (2.459)] 2024-10-14 20:11:14,463 - Train: 79.86% [999050/1251000] [798.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.224] [lr 0.000317] [CE 3.800 (4.079)] [KD 2.292 (2.515)] 2024-10-14 20:11:27,127 - Train: 79.86% [999100/1251000] [798.6/1000.0] [batch_t 0.229 (0.253)] [data_t 0.008] [optim_t 0.220] [lr 0.000317] [CE 4.196 (4.004)] [KD 2.631 (2.475)] 2024-10-14 20:11:39,062 - Train: 79.87% [999150/1251000] [798.7/1000.0] [batch_t 0.240 (0.239)] [data_t 0.007] [optim_t 0.233] [lr 0.000317] [CE 3.785 (4.005)] [KD 2.320 (2.492)] 2024-10-14 20:11:51,997 - Train: 79.87% [999200/1251000] [798.7/1000.0] [batch_t 0.239 (0.259)] [data_t 0.007] [optim_t 0.232] [lr 0.000317] [CE 3.354 (4.069)] [KD 2.078 (2.517)] 2024-10-14 20:12:04,278 - Train: 79.88% [999250/1251000] [798.8/1000.0] [batch_t 0.232 (0.245)] [data_t 0.007] [optim_t 0.225] [lr 0.000317] [CE 4.196 (4.059)] [KD 2.469 (2.519)] 2024-10-14 20:12:17,059 - Train: 79.88% [999300/1251000] [798.8/1000.0] [batch_t 0.221 (0.255)] [data_t 0.009] [optim_t 0.212] [lr 0.000317] [CE 3.877 (4.017)] [KD 2.379 (2.485)] 2024-10-14 20:12:29,633 - Train: 79.88% [999350/1251000] [798.8/1000.0] [batch_t 0.242 (0.251)] [data_t 0.012] [optim_t 0.230] [lr 0.000317] [CE 3.645 (3.974)] [KD 2.247 (2.462)] 2024-10-14 20:12:42,249 - Train: 79.89% [999400/1251000] [798.9/1000.0] [batch_t 0.229 (0.252)] [data_t 0.009] [optim_t 0.220] [lr 0.000317] [CE 4.384 (4.041)] [KD 2.768 (2.525)] 2024-10-14 20:12:54,618 - Train: 79.89% [999450/1251000] [798.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.227] [lr 0.000317] [CE 3.980 (4.032)] [KD 2.419 (2.506)] 2024-10-14 20:13:07,428 - Train: 79.90% [999500/1251000] [799.0/1000.0] [batch_t 0.552 (0.256)] [data_t 0.008] [optim_t 0.544] [lr 0.000316] [CE 3.867 (4.071)] [KD 2.509 (2.492)] 2024-10-14 20:13:28,465 - Test (net): 100.00% [50/50] [batch_t 0.045 (0.177)] [top1_cnt 39617] [top5_cnt 47279] [top_all 50000] 2024-10-14 20:13:28,466 - net: 79.234 (94.558) 2024-10-14 20:13:37,984 - Test (net_E): 100.00% [50/50] [batch_t 0.364 (0.172)] [top1_cnt 40454] [top5_cnt 47652] [top_all 50000] 2024-10-14 20:13:37,985 - net_E: 80.908 (95.304) 2024-10-14 20:13:38,232 - Max [top1: 79.288 (epoch: 798)] [top1-ema: 80.908 (epoch: 799)] 2024-10-14 20:13:38,233 - ==> Total time: 2 days, 23:35:31 Eta: 18:00:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:13:50,999 - Train: 79.90% [999550/1251000] [799.0/1000.0] [batch_t 0.972 (0.972)] [data_t 0.744] [optim_t 0.229] [lr 0.000316] [CE 4.192 (4.192)] [KD 2.564 (2.564)] 2024-10-14 20:14:03,479 - Train: 79.90% [999600/1251000] [799.0/1000.0] [batch_t 0.225 (0.249)] [data_t 0.008] [optim_t 0.217] [lr 0.000316] [CE 3.974 (4.037)] [KD 2.477 (2.471)] 2024-10-14 20:14:15,893 - Train: 79.91% [999650/1251000] [799.1/1000.0] [batch_t 0.241 (0.248)] [data_t 0.008] [optim_t 0.233] [lr 0.000316] [CE 4.341 (3.968)] [KD 2.550 (2.441)] 2024-10-14 20:14:28,244 - Train: 79.91% [999700/1251000] [799.1/1000.0] [batch_t 0.244 (0.247)] [data_t 0.007] [optim_t 0.236] [lr 0.000316] [CE 3.884 (4.030)] [KD 2.460 (2.487)] 2024-10-14 20:14:40,639 - Train: 79.92% [999750/1251000] [799.2/1000.0] [batch_t 0.228 (0.248)] [data_t 0.007] [optim_t 0.221] [lr 0.000316] [CE 4.552 (4.038)] [KD 2.785 (2.505)] 2024-10-14 20:14:52,938 - Train: 79.92% [999800/1251000] [799.2/1000.0] [batch_t 0.242 (0.246)] [data_t 0.007] [optim_t 0.235] [lr 0.000316] [CE 3.758 (3.990)] [KD 2.478 (2.439)] 2024-10-14 20:15:05,151 - Train: 79.92% [999850/1251000] [799.2/1000.0] [batch_t 0.256 (0.244)] [data_t 0.007] [optim_t 0.249] [lr 0.000316] [CE 4.283 (3.984)] [KD 2.539 (2.446)] 2024-10-14 20:15:17,785 - Train: 79.93% [999900/1251000] [799.3/1000.0] [batch_t 0.243 (0.252)] [data_t 0.007] [optim_t 0.236] [lr 0.000316] [CE 4.075 (3.990)] [KD 2.526 (2.451)] 2024-10-14 20:15:30,099 - Train: 79.93% [999950/1251000] [799.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.007] [optim_t 0.232] [lr 0.000315] [CE 3.855 (4.073)] [KD 2.424 (2.542)] 2024-10-14 20:15:42,335 - Train: 79.94% [1000000/1251000] [799.4/1000.0] [batch_t 0.241 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.000315] [CE 3.702 (4.091)] [KD 2.397 (2.511)] 2024-10-14 20:15:55,025 - Train: 79.94% [1000050/1251000] [799.4/1000.0] [batch_t 0.229 (0.254)] [data_t 0.007] [optim_t 0.222] [lr 0.000315] [CE 4.198 (4.125)] [KD 2.665 (2.534)] 2024-10-14 20:16:07,094 - Train: 79.94% [1000100/1251000] [799.4/1000.0] [batch_t 0.245 (0.241)] [data_t 0.007] [optim_t 0.238] [lr 0.000315] [CE 3.824 (4.020)] [KD 2.407 (2.476)] 2024-10-14 20:16:19,429 - Train: 79.95% [1000150/1251000] [799.5/1000.0] [batch_t 0.248 (0.246)] [data_t 0.007] [optim_t 0.241] [lr 0.000315] [CE 4.041 (3.992)] [KD 2.506 (2.481)] 2024-10-14 20:16:31,868 - Train: 79.95% [1000200/1251000] [799.5/1000.0] [batch_t 0.239 (0.249)] [data_t 0.008] [optim_t 0.232] [lr 0.000315] [CE 4.455 (4.088)] [KD 2.800 (2.521)] 2024-10-14 20:16:43,953 - Train: 79.96% [1000250/1251000] [799.6/1000.0] [batch_t 0.274 (0.241)] [data_t 0.009] [optim_t 0.266] [lr 0.000315] [CE 4.158 (3.999)] [KD 2.618 (2.455)] 2024-10-14 20:16:56,149 - Train: 79.96% [1000300/1251000] [799.6/1000.0] [batch_t 0.228 (0.244)] [data_t 0.011] [optim_t 0.217] [lr 0.000315] [CE 4.191 (4.059)] [KD 2.608 (2.516)] 2024-10-14 20:17:08,473 - Train: 79.96% [1000350/1251000] [799.6/1000.0] [batch_t 0.225 (0.246)] [data_t 0.009] [optim_t 0.216] [lr 0.000315] [CE 4.207 (4.049)] [KD 2.570 (2.521)] 2024-10-14 20:17:20,477 - Train: 79.97% [1000400/1251000] [799.7/1000.0] [batch_t 0.229 (0.240)] [data_t 0.011] [optim_t 0.218] [lr 0.000314] [CE 4.895 (4.001)] [KD 2.847 (2.459)] 2024-10-14 20:17:32,567 - Train: 79.97% [1000450/1251000] [799.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.000314] [CE 3.647 (3.933)] [KD 2.312 (2.424)] 2024-10-14 20:17:44,615 - Train: 79.98% [1000500/1251000] [799.8/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.000314] [CE 4.104 (4.066)] [KD 2.540 (2.533)] 2024-10-14 20:17:56,824 - Train: 79.98% [1000550/1251000] [799.8/1000.0] [batch_t 0.243 (0.244)] [data_t 0.007] [optim_t 0.236] [lr 0.000314] [CE 3.846 (4.053)] [KD 2.357 (2.507)] 2024-10-14 20:18:09,548 - Train: 79.98% [1000600/1251000] [799.8/1000.0] [batch_t 0.430 (0.254)] [data_t 0.008] [optim_t 0.421] [lr 0.000314] [CE 3.836 (3.998)] [KD 2.529 (2.488)] 2024-10-14 20:18:21,672 - Train: 79.99% [1000650/1251000] [799.9/1000.0] [batch_t 0.226 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.000314] [CE 4.450 (4.040)] [KD 2.647 (2.494)] 2024-10-14 20:18:33,849 - Train: 79.99% [1000700/1251000] [799.9/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.000314] [CE 4.208 (4.055)] [KD 2.599 (2.496)] 2024-10-14 20:18:46,137 - Train: 80.00% [1000750/1251000] [800.0/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.000314] [CE 4.060 (4.052)] [KD 2.577 (2.516)] 2024-10-14 20:18:58,197 - Train: 80.00% [1000800/1251000] [800.0/1000.0] [batch_t 0.211 (0.241)] [data_t 0.006] [optim_t 0.205] [lr 0.000314] [CE 3.760 (4.055)] [KD 2.246 (2.514)] 2024-10-14 20:19:07,223 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.169)] [top1_cnt 39561] [top5_cnt 47273] [top_all 50000] 2024-10-14 20:19:07,224 - net: 79.122 (94.546) 2024-10-14 20:19:16,253 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 40442] [top5_cnt 47663] [top_all 50000] 2024-10-14 20:19:16,254 - net_E: 80.884 (95.326) 2024-10-14 20:19:16,472 - Max [top1: 79.288 (epoch: 798)] [top1-ema: 80.908 (epoch: 799)] 2024-10-14 20:19:16,472 - ==> Total time: 2 days, 23:41:09 Eta: 17:55:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:19:32,946 - Train: 80.00% [1000850/1251000] [800.0/1000.0] [batch_t 0.235 (0.260)] [data_t 0.010] [optim_t 0.226] [lr 0.000314] [CE 4.469 (4.056)] [KD 2.682 (2.492)] 2024-10-14 20:19:44,996 - Train: 80.01% [1000900/1251000] [800.1/1000.0] [batch_t 0.243 (0.241)] [data_t 0.010] [optim_t 0.234] [lr 0.000313] [CE 4.053 (4.010)] [KD 2.527 (2.466)] 2024-10-14 20:19:57,119 - Train: 80.01% [1000950/1251000] [800.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.000313] [CE 3.763 (4.053)] [KD 2.409 (2.481)] 2024-10-14 20:20:09,794 - Train: 80.02% [1001000/1251000] [800.2/1000.0] [batch_t 0.235 (0.253)] [data_t 0.007] [optim_t 0.228] [lr 0.000313] [CE 3.825 (4.072)] [KD 2.324 (2.498)] 2024-10-14 20:20:21,812 - Train: 80.02% [1001050/1251000] [800.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.008] [optim_t 0.227] [lr 0.000313] [CE 3.915 (4.026)] [KD 2.445 (2.472)] 2024-10-14 20:20:34,363 - Train: 80.02% [1001100/1251000] [800.2/1000.0] [batch_t 0.233 (0.251)] [data_t 0.007] [optim_t 0.225] [lr 0.000313] [CE 4.234 (3.995)] [KD 2.565 (2.456)] 2024-10-14 20:20:46,422 - Train: 80.03% [1001150/1251000] [800.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.000313] [CE 3.694 (3.970)] [KD 2.388 (2.451)] 2024-10-14 20:20:58,479 - Train: 80.03% [1001200/1251000] [800.3/1000.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.000313] [CE 3.335 (3.965)] [KD 2.159 (2.439)] 2024-10-14 20:21:11,053 - Train: 80.04% [1001250/1251000] [800.4/1000.0] [batch_t 0.233 (0.251)] [data_t 0.007] [optim_t 0.226] [lr 0.000313] [CE 4.583 (4.026)] [KD 2.657 (2.478)] 2024-10-14 20:21:23,665 - Train: 80.04% [1001300/1251000] [800.4/1000.0] [batch_t 0.476 (0.252)] [data_t 0.007] [optim_t 0.469] [lr 0.000313] [CE 3.544 (4.103)] [KD 2.216 (2.513)] 2024-10-14 20:21:35,618 - Train: 80.04% [1001350/1251000] [800.4/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000312] [CE 3.736 (3.952)] [KD 2.331 (2.448)] 2024-10-14 20:21:48,371 - Train: 80.05% [1001400/1251000] [800.5/1000.0] [batch_t 0.237 (0.255)] [data_t 0.008] [optim_t 0.229] [lr 0.000312] [CE 4.295 (4.075)] [KD 2.575 (2.511)] 2024-10-14 20:22:00,479 - Train: 80.05% [1001450/1251000] [800.5/1000.0] [batch_t 0.230 (0.242)] [data_t 0.011] [optim_t 0.219] [lr 0.000312] [CE 3.929 (3.982)] [KD 2.482 (2.471)] 2024-10-14 20:22:12,591 - Train: 80.06% [1001500/1251000] [800.6/1000.0] [batch_t 0.243 (0.242)] [data_t 0.010] [optim_t 0.233] [lr 0.000312] [CE 4.407 (4.015)] [KD 2.618 (2.485)] 2024-10-14 20:22:25,349 - Train: 80.06% [1001550/1251000] [800.6/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.000312] [CE 3.595 (4.028)] [KD 2.269 (2.491)] 2024-10-14 20:22:37,515 - Train: 80.06% [1001600/1251000] [800.6/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.000312] [CE 3.739 (3.988)] [KD 2.175 (2.462)] 2024-10-14 20:22:50,162 - Train: 80.07% [1001650/1251000] [800.7/1000.0] [batch_t 0.235 (0.253)] [data_t 0.011] [optim_t 0.224] [lr 0.000312] [CE 4.036 (4.064)] [KD 2.515 (2.485)] 2024-10-14 20:23:02,688 - Train: 80.07% [1001700/1251000] [800.7/1000.0] [batch_t 0.247 (0.250)] [data_t 0.009] [optim_t 0.238] [lr 0.000312] [CE 3.463 (4.032)] [KD 2.232 (2.483)] 2024-10-14 20:23:14,763 - Train: 80.08% [1001750/1251000] [800.8/1000.0] [batch_t 0.256 (0.241)] [data_t 0.011] [optim_t 0.246] [lr 0.000312] [CE 4.170 (4.005)] [KD 2.466 (2.458)] 2024-10-14 20:23:27,290 - Train: 80.08% [1001800/1251000] [800.8/1000.0] [batch_t 0.254 (0.250)] [data_t 0.007] [optim_t 0.247] [lr 0.000311] [CE 3.844 (4.122)] [KD 2.498 (2.560)] 2024-10-14 20:23:40,152 - Train: 80.08% [1001850/1251000] [800.8/1000.0] [batch_t 0.229 (0.257)] [data_t 0.009] [optim_t 0.220] [lr 0.000311] [CE 3.892 (4.107)] [KD 2.224 (2.539)] 2024-10-14 20:23:52,060 - Train: 80.09% [1001900/1251000] [800.9/1000.0] [batch_t 0.245 (0.238)] [data_t 0.007] [optim_t 0.238] [lr 0.000311] [CE 4.100 (4.082)] [KD 2.627 (2.523)] 2024-10-14 20:24:04,309 - Train: 80.09% [1001950/1251000] [800.9/1000.0] [batch_t 0.240 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.000311] [CE 4.328 (4.042)] [KD 2.640 (2.504)] 2024-10-14 20:24:17,202 - Train: 80.10% [1002000/1251000] [801.0/1000.0] [batch_t 0.230 (0.258)] [data_t 0.007] [optim_t 0.223] [lr 0.000311] [CE 4.360 (4.049)] [KD 2.378 (2.472)] 2024-10-14 20:24:29,365 - Train: 80.10% [1002050/1251000] [801.0/1000.0] [batch_t 0.216 (0.243)] [data_t 0.008] [optim_t 0.208] [lr 0.000311] [CE 4.174 (4.082)] [KD 2.665 (2.526)] 2024-10-14 20:24:39,164 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.179)] [top1_cnt 39736] [top5_cnt 47322] [top_all 50000] 2024-10-14 20:24:39,164 - net: 79.472 (94.644) 2024-10-14 20:24:48,852 - Test (net_E): 100.00% [50/50] [batch_t 0.057 (0.177)] [top1_cnt 40457] [top5_cnt 47654] [top_all 50000] 2024-10-14 20:24:48,853 - net_E: 80.914 (95.308) 2024-10-14 20:24:49,062 - Max [top1: 79.472 (epoch: 801)] [top1-ema: 80.914 (epoch: 801)] 2024-10-14 20:24:49,063 - ==> Total time: 2 days, 23:46:41 Eta: 17:49:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:25:23,098 - Train: 80.10% [1002100/1251000] [801.0/1000.0] [batch_t 0.251 (0.268)] [data_t 0.007] [optim_t 0.244] [lr 0.000311] [CE 4.130 (3.985)] [KD 2.528 (2.469)] 2024-10-14 20:25:36,207 - Train: 80.11% [1002150/1251000] [801.1/1000.0] [batch_t 0.227 (0.262)] [data_t 0.010] [optim_t 0.217] [lr 0.000311] [CE 3.923 (4.065)] [KD 2.601 (2.495)] 2024-10-14 20:25:48,710 - Train: 80.11% [1002200/1251000] [801.1/1000.0] [batch_t 0.232 (0.250)] [data_t 0.006] [optim_t 0.226] [lr 0.000311] [CE 3.933 (4.037)] [KD 2.434 (2.472)] 2024-10-14 20:26:01,106 - Train: 80.12% [1002250/1251000] [801.2/1000.0] [batch_t 0.246 (0.248)] [data_t 0.007] [optim_t 0.239] [lr 0.000310] [CE 3.997 (4.043)] [KD 2.544 (2.497)] 2024-10-14 20:26:14,003 - Train: 80.12% [1002300/1251000] [801.2/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.000310] [CE 4.591 (4.027)] [KD 2.720 (2.496)] 2024-10-14 20:26:26,574 - Train: 80.12% [1002350/1251000] [801.2/1000.0] [batch_t 0.235 (0.251)] [data_t 0.007] [optim_t 0.228] [lr 0.000310] [CE 3.879 (4.073)] [KD 2.388 (2.504)] 2024-10-14 20:26:39,399 - Train: 80.13% [1002400/1251000] [801.3/1000.0] [batch_t 0.234 (0.256)] [data_t 0.010] [optim_t 0.225] [lr 0.000310] [CE 4.682 (4.048)] [KD 2.805 (2.504)] 2024-10-14 20:26:51,583 - Train: 80.13% [1002450/1251000] [801.3/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.000310] [CE 3.965 (4.047)] [KD 2.579 (2.499)] 2024-10-14 20:27:04,414 - Train: 80.14% [1002500/1251000] [801.4/1000.0] [batch_t 0.227 (0.256)] [data_t 0.006] [optim_t 0.221] [lr 0.000310] [CE 3.881 (4.027)] [KD 2.483 (2.470)] 2024-10-14 20:27:16,670 - Train: 80.14% [1002550/1251000] [801.4/1000.0] [batch_t 0.464 (0.245)] [data_t 0.007] [optim_t 0.457] [lr 0.000310] [CE 4.515 (4.005)] [KD 2.759 (2.492)] 2024-10-14 20:27:28,790 - Train: 80.14% [1002600/1251000] [801.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.000310] [CE 4.445 (4.075)] [KD 2.667 (2.524)] 2024-10-14 20:27:41,346 - Train: 80.15% [1002650/1251000] [801.5/1000.0] [batch_t 0.237 (0.251)] [data_t 0.007] [optim_t 0.231] [lr 0.000310] [CE 4.004 (4.007)] [KD 2.461 (2.499)] 2024-10-14 20:27:54,154 - Train: 80.15% [1002700/1251000] [801.5/1000.0] [batch_t 0.253 (0.256)] [data_t 0.008] [optim_t 0.244] [lr 0.000309] [CE 4.294 (4.029)] [KD 2.611 (2.498)] 2024-10-14 20:28:06,624 - Train: 80.16% [1002750/1251000] [801.6/1000.0] [batch_t 0.248 (0.249)] [data_t 0.008] [optim_t 0.240] [lr 0.000309] [CE 4.058 (4.053)] [KD 2.253 (2.482)] 2024-10-14 20:28:18,980 - Train: 80.16% [1002800/1251000] [801.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.010] [optim_t 0.224] [lr 0.000309] [CE 4.321 (4.073)] [KD 2.600 (2.508)] 2024-10-14 20:28:31,215 - Train: 80.16% [1002850/1251000] [801.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000309] [CE 3.959 (4.063)] [KD 2.438 (2.516)] 2024-10-14 20:28:43,318 - Train: 80.17% [1002900/1251000] [801.7/1000.0] [batch_t 0.245 (0.242)] [data_t 0.007] [optim_t 0.237] [lr 0.000309] [CE 3.925 (4.004)] [KD 2.369 (2.468)] 2024-10-14 20:28:56,049 - Train: 80.17% [1002950/1251000] [801.7/1000.0] [batch_t 0.443 (0.254)] [data_t 0.006] [optim_t 0.437] [lr 0.000309] [CE 4.177 (4.087)] [KD 2.659 (2.515)] 2024-10-14 20:29:08,245 - Train: 80.18% [1003000/1251000] [801.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.000309] [CE 4.630 (4.087)] [KD 2.735 (2.534)] 2024-10-14 20:29:20,829 - Train: 80.18% [1003050/1251000] [801.8/1000.0] [batch_t 0.228 (0.252)] [data_t 0.008] [optim_t 0.219] [lr 0.000309] [CE 4.220 (4.060)] [KD 2.510 (2.512)] 2024-10-14 20:29:33,366 - Train: 80.18% [1003100/1251000] [801.8/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.227] [lr 0.000309] [CE 4.263 (4.008)] [KD 2.672 (2.463)] 2024-10-14 20:29:45,294 - Train: 80.19% [1003150/1251000] [801.9/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.222] [lr 0.000308] [CE 3.849 (3.959)] [KD 2.328 (2.418)] 2024-10-14 20:29:57,485 - Train: 80.19% [1003200/1251000] [801.9/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000308] [CE 4.060 (4.043)] [KD 2.725 (2.474)] 2024-10-14 20:30:10,341 - Train: 80.20% [1003250/1251000] [802.0/1000.0] [batch_t 0.244 (0.257)] [data_t 0.008] [optim_t 0.236] [lr 0.000308] [CE 4.101 (4.085)] [KD 2.682 (2.519)] 2024-10-14 20:30:22,536 - Train: 80.20% [1003300/1251000] [802.0/1000.0] [batch_t 0.209 (0.244)] [data_t 0.007] [optim_t 0.202] [lr 0.000308] [CE 3.931 (4.075)] [KD 2.434 (2.502)] 2024-10-14 20:30:32,742 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.184)] [top1_cnt 39605] [top5_cnt 47257] [top_all 50000] 2024-10-14 20:30:32,742 - net: 79.210 (94.514) 2024-10-14 20:30:41,686 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 40460] [top5_cnt 47657] [top_all 50000] 2024-10-14 20:30:41,687 - net_E: 80.920 (95.314) 2024-10-14 20:30:41,894 - Max [top1: 79.472 (epoch: 801)] [top1-ema: 80.920 (epoch: 802)] 2024-10-14 20:30:41,894 - ==> Total time: 2 days, 23:52:34 Eta: 17:44:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:31:06,754 - Train: 80.20% [1003350/1251000] [802.0/1000.0] [batch_t 0.230 (0.265)] [data_t 0.007] [optim_t 0.223] [lr 0.000308] [CE 4.276 (3.968)] [KD 2.635 (2.447)] 2024-10-14 20:31:18,662 - Train: 80.21% [1003400/1251000] [802.1/1000.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.000308] [CE 4.404 (3.934)] [KD 2.723 (2.431)] 2024-10-14 20:31:31,188 - Train: 80.21% [1003450/1251000] [802.1/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.000308] [CE 4.503 (3.949)] [KD 2.738 (2.436)] 2024-10-14 20:31:43,275 - Train: 80.22% [1003500/1251000] [802.2/1000.0] [batch_t 0.223 (0.241)] [data_t 0.007] [optim_t 0.217] [lr 0.000308] [CE 3.991 (3.993)] [KD 2.464 (2.444)] 2024-10-14 20:31:55,705 - Train: 80.22% [1003550/1251000] [802.2/1000.0] [batch_t 0.233 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.000308] [CE 4.267 (4.097)] [KD 2.568 (2.536)] 2024-10-14 20:32:07,782 - Train: 80.22% [1003600/1251000] [802.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.007] [optim_t 0.227] [lr 0.000308] [CE 3.784 (3.997)] [KD 2.213 (2.450)] 2024-10-14 20:32:20,254 - Train: 80.23% [1003650/1251000] [802.3/1000.0] [batch_t 0.246 (0.249)] [data_t 0.011] [optim_t 0.235] [lr 0.000307] [CE 4.167 (4.052)] [KD 2.680 (2.496)] 2024-10-14 20:32:32,432 - Train: 80.23% [1003700/1251000] [802.3/1000.0] [batch_t 0.249 (0.243)] [data_t 0.007] [optim_t 0.242] [lr 0.000307] [CE 4.315 (3.937)] [KD 2.599 (2.454)] 2024-10-14 20:32:45,165 - Train: 80.24% [1003750/1251000] [802.4/1000.0] [batch_t 0.241 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.000307] [CE 4.430 (4.066)] [KD 2.638 (2.498)] 2024-10-14 20:32:57,665 - Train: 80.24% [1003800/1251000] [802.4/1000.0] [batch_t 0.244 (0.250)] [data_t 0.007] [optim_t 0.237] [lr 0.000307] [CE 3.783 (3.951)] [KD 2.493 (2.442)] 2024-10-14 20:33:09,828 - Train: 80.24% [1003850/1251000] [802.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.008] [optim_t 0.232] [lr 0.000307] [CE 4.131 (4.009)] [KD 2.596 (2.447)] 2024-10-14 20:33:21,934 - Train: 80.25% [1003900/1251000] [802.5/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000307] [CE 3.905 (3.970)] [KD 2.370 (2.456)] 2024-10-14 20:33:34,636 - Train: 80.25% [1003950/1251000] [802.5/1000.0] [batch_t 0.230 (0.254)] [data_t 0.009] [optim_t 0.222] [lr 0.000307] [CE 4.230 (3.945)] [KD 2.648 (2.449)] 2024-10-14 20:33:46,783 - Train: 80.26% [1004000/1251000] [802.6/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.229] [lr 0.000307] [CE 4.191 (4.008)] [KD 2.626 (2.473)] 2024-10-14 20:33:58,955 - Train: 80.26% [1004050/1251000] [802.6/1000.0] [batch_t 0.243 (0.243)] [data_t 0.008] [optim_t 0.235] [lr 0.000307] [CE 3.841 (4.065)] [KD 2.509 (2.515)] 2024-10-14 20:34:11,732 - Train: 80.26% [1004100/1251000] [802.6/1000.0] [batch_t 0.231 (0.255)] [data_t 0.008] [optim_t 0.223] [lr 0.000306] [CE 4.255 (4.039)] [KD 2.535 (2.477)] 2024-10-14 20:34:24,595 - Train: 80.27% [1004150/1251000] [802.7/1000.0] [batch_t 0.247 (0.257)] [data_t 0.009] [optim_t 0.238] [lr 0.000306] [CE 3.982 (4.059)] [KD 2.558 (2.513)] 2024-10-14 20:34:36,624 - Train: 80.27% [1004200/1251000] [802.7/1000.0] [batch_t 0.223 (0.240)] [data_t 0.007] [optim_t 0.216] [lr 0.000306] [CE 4.031 (4.025)] [KD 2.448 (2.475)] 2024-10-14 20:34:48,452 - Train: 80.28% [1004250/1251000] [802.8/1000.0] [batch_t 0.231 (0.236)] [data_t 0.007] [optim_t 0.225] [lr 0.000306] [CE 4.638 (4.042)] [KD 2.729 (2.450)] 2024-10-14 20:35:00,553 - Train: 80.28% [1004300/1251000] [802.8/1000.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.000306] [CE 4.279 (3.968)] [KD 2.705 (2.462)] 2024-10-14 20:35:13,293 - Train: 80.28% [1004350/1251000] [802.8/1000.0] [batch_t 0.228 (0.255)] [data_t 0.007] [optim_t 0.221] [lr 0.000306] [CE 4.035 (4.028)] [KD 2.307 (2.466)] 2024-10-14 20:35:25,495 - Train: 80.29% [1004400/1251000] [802.9/1000.0] [batch_t 0.223 (0.244)] [data_t 0.007] [optim_t 0.216] [lr 0.000306] [CE 4.067 (4.001)] [KD 2.552 (2.447)] 2024-10-14 20:35:38,029 - Train: 80.29% [1004450/1251000] [802.9/1000.0] [batch_t 0.253 (0.250)] [data_t 0.007] [optim_t 0.247] [lr 0.000306] [CE 3.481 (3.991)] [KD 2.169 (2.431)] 2024-10-14 20:35:50,581 - Train: 80.30% [1004500/1251000] [803.0/1000.0] [batch_t 0.234 (0.251)] [data_t 0.007] [optim_t 0.227] [lr 0.000306] [CE 4.340 (4.010)] [KD 2.711 (2.476)] 2024-10-14 20:36:02,609 - Train: 80.30% [1004550/1251000] [803.0/1000.0] [batch_t 0.223 (0.240)] [data_t 0.007] [optim_t 0.216] [lr 0.000305] [CE 3.461 (4.062)] [KD 2.127 (2.493)] 2024-10-14 20:36:12,193 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.167)] [top1_cnt 39732] [top5_cnt 47317] [top_all 50000] 2024-10-14 20:36:12,194 - net: 79.464 (94.634) 2024-10-14 20:36:21,654 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.172)] [top1_cnt 40437] [top5_cnt 47665] [top_all 50000] 2024-10-14 20:36:21,654 - net_E: 80.874 (95.330) 2024-10-14 20:36:21,847 - Max [top1: 79.472 (epoch: 801)] [top1-ema: 80.920 (epoch: 802)] 2024-10-14 20:36:21,848 - ==> Total time: 2 days, 23:58:14 Eta: 17:39:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:36:37,555 - Train: 80.30% [1004600/1251000] [803.0/1000.0] [batch_t 0.234 (0.253)] [data_t 0.007] [optim_t 0.227] [lr 0.000305] [CE 4.460 (3.987)] [KD 2.557 (2.439)] 2024-10-14 20:36:50,160 - Train: 80.31% [1004650/1251000] [803.1/1000.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000305] [CE 4.334 (3.945)] [KD 2.645 (2.420)] 2024-10-14 20:37:02,592 - Train: 80.31% [1004700/1251000] [803.1/1000.0] [batch_t 0.242 (0.248)] [data_t 0.010] [optim_t 0.231] [lr 0.000305] [CE 3.776 (4.058)] [KD 2.185 (2.465)] 2024-10-14 20:37:14,544 - Train: 80.32% [1004750/1251000] [803.2/1000.0] [batch_t 0.222 (0.239)] [data_t 0.006] [optim_t 0.215] [lr 0.000305] [CE 4.206 (4.019)] [KD 2.671 (2.496)] 2024-10-14 20:37:26,933 - Train: 80.32% [1004800/1251000] [803.2/1000.0] [batch_t 0.236 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.000305] [CE 4.068 (4.098)] [KD 2.456 (2.499)] 2024-10-14 20:37:39,044 - Train: 80.32% [1004850/1251000] [803.2/1000.0] [batch_t 0.252 (0.242)] [data_t 0.011] [optim_t 0.241] [lr 0.000305] [CE 4.238 (4.100)] [KD 2.514 (2.519)] 2024-10-14 20:37:51,449 - Train: 80.33% [1004900/1251000] [803.3/1000.0] [batch_t 0.235 (0.248)] [data_t 0.006] [optim_t 0.229] [lr 0.000305] [CE 4.633 (4.023)] [KD 3.149 (2.475)] 2024-10-14 20:38:03,797 - Train: 80.33% [1004950/1251000] [803.3/1000.0] [batch_t 0.233 (0.247)] [data_t 0.010] [optim_t 0.223] [lr 0.000305] [CE 2.980 (4.002)] [KD 1.950 (2.451)] 2024-10-14 20:38:15,760 - Train: 80.34% [1005000/1251000] [803.4/1000.0] [batch_t 0.245 (0.239)] [data_t 0.010] [optim_t 0.235] [lr 0.000304] [CE 3.799 (3.954)] [KD 2.393 (2.443)] 2024-10-14 20:38:28,067 - Train: 80.34% [1005050/1251000] [803.4/1000.0] [batch_t 0.224 (0.246)] [data_t 0.007] [optim_t 0.217] [lr 0.000304] [CE 3.909 (3.985)] [KD 2.417 (2.430)] 2024-10-14 20:38:41,124 - Train: 80.34% [1005100/1251000] [803.4/1000.0] [batch_t 0.230 (0.261)] [data_t 0.010] [optim_t 0.220] [lr 0.000304] [CE 4.222 (3.995)] [KD 2.616 (2.445)] 2024-10-14 20:38:53,599 - Train: 80.35% [1005150/1251000] [803.5/1000.0] [batch_t 0.246 (0.249)] [data_t 0.007] [optim_t 0.239] [lr 0.000304] [CE 4.202 (4.032)] [KD 2.582 (2.482)] 2024-10-14 20:39:05,720 - Train: 80.35% [1005200/1251000] [803.5/1000.0] [batch_t 0.252 (0.242)] [data_t 0.009] [optim_t 0.243] [lr 0.000304] [CE 4.454 (4.045)] [KD 2.581 (2.494)] 2024-10-14 20:39:18,145 - Train: 80.36% [1005250/1251000] [803.6/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000304] [CE 4.608 (3.971)] [KD 2.806 (2.433)] 2024-10-14 20:39:31,131 - Train: 80.36% [1005300/1251000] [803.6/1000.0] [batch_t 0.234 (0.260)] [data_t 0.008] [optim_t 0.226] [lr 0.000304] [CE 3.736 (3.978)] [KD 2.256 (2.447)] 2024-10-14 20:39:43,147 - Train: 80.36% [1005350/1251000] [803.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000304] [CE 3.725 (3.982)] [KD 2.396 (2.421)] 2024-10-14 20:39:55,562 - Train: 80.37% [1005400/1251000] [803.7/1000.0] [batch_t 0.231 (0.248)] [data_t 0.007] [optim_t 0.225] [lr 0.000304] [CE 4.126 (3.979)] [KD 2.521 (2.443)] 2024-10-14 20:40:08,125 - Train: 80.37% [1005450/1251000] [803.7/1000.0] [batch_t 0.268 (0.251)] [data_t 0.008] [optim_t 0.260] [lr 0.000304] [CE 4.324 (3.974)] [KD 2.374 (2.448)] 2024-10-14 20:40:20,416 - Train: 80.38% [1005500/1251000] [803.8/1000.0] [batch_t 0.229 (0.246)] [data_t 0.007] [optim_t 0.221] [lr 0.000303] [CE 3.783 (4.070)] [KD 2.265 (2.456)] 2024-10-14 20:40:32,621 - Train: 80.38% [1005550/1251000] [803.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.000303] [CE 3.557 (4.042)] [KD 2.154 (2.493)] 2024-10-14 20:40:45,010 - Train: 80.38% [1005600/1251000] [803.8/1000.0] [batch_t 0.267 (0.248)] [data_t 0.009] [optim_t 0.257] [lr 0.000303] [CE 3.714 (3.934)] [KD 2.424 (2.461)] 2024-10-14 20:40:56,779 - Train: 80.39% [1005650/1251000] [803.9/1000.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.223] [lr 0.000303] [CE 3.846 (4.010)] [KD 2.407 (2.455)] 2024-10-14 20:41:09,269 - Train: 80.39% [1005700/1251000] [803.9/1000.0] [batch_t 0.224 (0.250)] [data_t 0.009] [optim_t 0.215] [lr 0.000303] [CE 3.909 (4.015)] [KD 2.344 (2.457)] 2024-10-14 20:41:21,570 - Train: 80.40% [1005750/1251000] [804.0/1000.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.000303] [CE 3.741 (3.996)] [KD 2.477 (2.471)] 2024-10-14 20:41:33,148 - Train: 80.40% [1005800/1251000] [804.0/1000.0] [batch_t 0.216 (0.231)] [data_t 0.007] [optim_t 0.208] [lr 0.000303] [CE 3.886 (4.059)] [KD 2.336 (2.488)] 2024-10-14 20:41:43,287 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.174)] [top1_cnt 39656] [top5_cnt 47266] [top_all 50000] 2024-10-14 20:41:43,288 - net: 79.312 (94.532) 2024-10-14 20:41:52,823 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.176)] [top1_cnt 40427] [top5_cnt 47642] [top_all 50000] 2024-10-14 20:41:52,824 - net_E: 80.854 (95.284) 2024-10-14 20:41:53,032 - Max [top1: 79.472 (epoch: 801)] [top1-ema: 80.920 (epoch: 802)] 2024-10-14 20:41:53,033 - ==> Total time: 3 days, 0:03:45 Eta: 17:34:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:42:08,424 - Train: 80.40% [1005850/1251000] [804.0/1000.0] [batch_t 0.239 (0.260)] [data_t 0.008] [optim_t 0.231] [lr 0.000303] [CE 3.416 (4.046)] [KD 2.123 (2.459)] 2024-10-14 20:42:20,705 - Train: 80.41% [1005900/1251000] [804.1/1000.0] [batch_t 0.223 (0.245)] [data_t 0.010] [optim_t 0.214] [lr 0.000303] [CE 3.802 (3.958)] [KD 2.390 (2.440)] 2024-10-14 20:42:33,429 - Train: 80.41% [1005950/1251000] [804.1/1000.0] [batch_t 0.240 (0.254)] [data_t 0.008] [optim_t 0.231] [lr 0.000302] [CE 4.349 (4.038)] [KD 2.691 (2.481)] 2024-10-14 20:42:45,628 - Train: 80.42% [1006000/1251000] [804.2/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.000302] [CE 4.350 (4.084)] [KD 2.622 (2.487)] 2024-10-14 20:42:57,839 - Train: 80.42% [1006050/1251000] [804.2/1000.0] [batch_t 0.250 (0.244)] [data_t 0.010] [optim_t 0.239] [lr 0.000302] [CE 4.329 (3.985)] [KD 2.630 (2.451)] 2024-10-14 20:43:09,842 - Train: 80.42% [1006100/1251000] [804.2/1000.0] [batch_t 0.241 (0.240)] [data_t 0.008] [optim_t 0.233] [lr 0.000302] [CE 4.272 (4.076)] [KD 2.588 (2.508)] 2024-10-14 20:43:22,172 - Train: 80.43% [1006150/1251000] [804.3/1000.0] [batch_t 0.229 (0.246)] [data_t 0.007] [optim_t 0.222] [lr 0.000302] [CE 4.146 (4.031)] [KD 2.401 (2.474)] 2024-10-14 20:43:34,272 - Train: 80.43% [1006200/1251000] [804.3/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000302] [CE 3.922 (3.989)] [KD 2.509 (2.432)] 2024-10-14 20:43:46,845 - Train: 80.44% [1006250/1251000] [804.4/1000.0] [batch_t 0.542 (0.251)] [data_t 0.007] [optim_t 0.535] [lr 0.000302] [CE 4.424 (4.073)] [KD 2.613 (2.519)] 2024-10-14 20:43:59,183 - Train: 80.44% [1006300/1251000] [804.4/1000.0] [batch_t 0.234 (0.247)] [data_t 0.008] [optim_t 0.226] [lr 0.000302] [CE 3.643 (4.025)] [KD 2.576 (2.469)] 2024-10-14 20:44:11,763 - Train: 80.44% [1006350/1251000] [804.4/1000.0] [batch_t 0.239 (0.251)] [data_t 0.008] [optim_t 0.230] [lr 0.000302] [CE 4.439 (4.080)] [KD 2.504 (2.496)] 2024-10-14 20:44:23,742 - Train: 80.45% [1006400/1251000] [804.5/1000.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000301] [CE 4.334 (4.041)] [KD 2.809 (2.480)] 2024-10-14 20:44:35,816 - Train: 80.45% [1006450/1251000] [804.5/1000.0] [batch_t 0.251 (0.241)] [data_t 0.011] [optim_t 0.241] [lr 0.000301] [CE 4.228 (3.972)] [KD 2.536 (2.449)] 2024-10-14 20:44:48,170 - Train: 80.46% [1006500/1251000] [804.6/1000.0] [batch_t 0.244 (0.247)] [data_t 0.006] [optim_t 0.238] [lr 0.000301] [CE 4.318 (3.931)] [KD 2.635 (2.429)] 2024-10-14 20:45:00,655 - Train: 80.46% [1006550/1251000] [804.6/1000.0] [batch_t 0.227 (0.250)] [data_t 0.008] [optim_t 0.220] [lr 0.000301] [CE 4.181 (4.022)] [KD 2.733 (2.487)] 2024-10-14 20:45:13,598 - Train: 80.46% [1006600/1251000] [804.6/1000.0] [batch_t 0.244 (0.259)] [data_t 0.010] [optim_t 0.234] [lr 0.000301] [CE 4.060 (4.055)] [KD 2.610 (2.459)] 2024-10-14 20:45:26,130 - Train: 80.47% [1006650/1251000] [804.7/1000.0] [batch_t 0.236 (0.250)] [data_t 0.008] [optim_t 0.227] [lr 0.000301] [CE 3.824 (3.979)] [KD 2.537 (2.468)] 2024-10-14 20:45:38,173 - Train: 80.47% [1006700/1251000] [804.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000301] [CE 4.038 (4.007)] [KD 2.456 (2.460)] 2024-10-14 20:45:50,478 - Train: 80.48% [1006750/1251000] [804.8/1000.0] [batch_t 0.241 (0.246)] [data_t 0.007] [optim_t 0.234] [lr 0.000301] [CE 4.446 (3.978)] [KD 2.710 (2.448)] 2024-10-14 20:46:02,904 - Train: 80.48% [1006800/1251000] [804.8/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.000301] [CE 3.743 (4.042)] [KD 2.450 (2.497)] 2024-10-14 20:46:15,148 - Train: 80.48% [1006850/1251000] [804.8/1000.0] [batch_t 0.231 (0.245)] [data_t 0.007] [optim_t 0.224] [lr 0.000300] [CE 4.444 (4.041)] [KD 2.641 (2.464)] 2024-10-14 20:46:27,606 - Train: 80.49% [1006900/1251000] [804.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.000300] [CE 4.113 (3.996)] [KD 2.547 (2.456)] 2024-10-14 20:46:40,673 - Train: 80.49% [1006950/1251000] [804.9/1000.0] [batch_t 0.232 (0.261)] [data_t 0.010] [optim_t 0.222] [lr 0.000300] [CE 4.073 (3.935)] [KD 2.543 (2.402)] 2024-10-14 20:46:52,619 - Train: 80.50% [1007000/1251000] [805.0/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.000300] [CE 3.853 (4.042)] [KD 2.338 (2.467)] 2024-10-14 20:47:04,415 - Train: 80.50% [1007050/1251000] [805.0/1000.0] [batch_t 0.214 (0.236)] [data_t 0.006] [optim_t 0.208] [lr 0.000300] [CE 3.658 (4.126)] [KD 2.393 (2.518)] 2024-10-14 20:47:15,040 - Test (net): 100.00% [50/50] [batch_t 0.662 (0.179)] [top1_cnt 39734] [top5_cnt 47330] [top_all 50000] 2024-10-14 20:47:15,041 - net: 79.468 (94.660) 2024-10-14 20:47:24,070 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 40465] [top5_cnt 47637] [top_all 50000] 2024-10-14 20:47:24,070 - net_E: 80.930 (95.274) 2024-10-14 20:47:24,289 - Max [top1: 79.472 (epoch: 801)] [top1-ema: 80.930 (epoch: 805)] 2024-10-14 20:47:24,289 - ==> Total time: 3 days, 0:09:17 Eta: 17:28:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:47:49,277 - Train: 80.50% [1007100/1251000] [805.0/1000.0] [batch_t 0.244 (0.263)] [data_t 0.006] [optim_t 0.238] [lr 0.000300] [CE 3.876 (3.986)] [KD 2.446 (2.461)] 2024-10-14 20:48:01,763 - Train: 80.51% [1007150/1251000] [805.1/1000.0] [batch_t 0.241 (0.249)] [data_t 0.006] [optim_t 0.235] [lr 0.000300] [CE 3.470 (3.957)] [KD 2.206 (2.443)] 2024-10-14 20:48:14,175 - Train: 80.51% [1007200/1251000] [805.1/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000300] [CE 4.191 (4.063)] [KD 2.437 (2.468)] 2024-10-14 20:48:26,415 - Train: 80.52% [1007250/1251000] [805.2/1000.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.000300] [CE 3.763 (4.028)] [KD 2.285 (2.480)] 2024-10-14 20:48:38,317 - Train: 80.52% [1007300/1251000] [805.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.000300] [CE 4.117 (4.054)] [KD 2.398 (2.497)] 2024-10-14 20:48:50,610 - Train: 80.52% [1007350/1251000] [805.2/1000.0] [batch_t 0.241 (0.246)] [data_t 0.006] [optim_t 0.235] [lr 0.000299] [CE 3.956 (4.034)] [KD 2.188 (2.464)] 2024-10-14 20:49:02,885 - Train: 80.53% [1007400/1251000] [805.3/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.000299] [CE 3.984 (4.003)] [KD 2.556 (2.437)] 2024-10-14 20:49:14,859 - Train: 80.53% [1007450/1251000] [805.3/1000.0] [batch_t 0.232 (0.239)] [data_t 0.007] [optim_t 0.225] [lr 0.000299] [CE 4.290 (4.047)] [KD 2.691 (2.469)] 2024-10-14 20:49:27,134 - Train: 80.54% [1007500/1251000] [805.4/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.000299] [CE 4.181 (4.035)] [KD 2.461 (2.472)] 2024-10-14 20:49:39,361 - Train: 80.54% [1007550/1251000] [805.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.226] [lr 0.000299] [CE 3.719 (3.974)] [KD 2.481 (2.432)] 2024-10-14 20:49:51,390 - Train: 80.54% [1007600/1251000] [805.4/1000.0] [batch_t 0.221 (0.240)] [data_t 0.007] [optim_t 0.214] [lr 0.000299] [CE 4.255 (4.076)] [KD 2.606 (2.469)] 2024-10-14 20:50:03,343 - Train: 80.55% [1007650/1251000] [805.5/1000.0] [batch_t 0.254 (0.239)] [data_t 0.009] [optim_t 0.245] [lr 0.000299] [CE 3.867 (4.049)] [KD 2.328 (2.478)] 2024-10-14 20:50:15,715 - Train: 80.55% [1007700/1251000] [805.5/1000.0] [batch_t 0.261 (0.247)] [data_t 0.007] [optim_t 0.254] [lr 0.000299] [CE 3.917 (3.979)] [KD 2.308 (2.453)] 2024-10-14 20:50:28,590 - Train: 80.56% [1007750/1251000] [805.6/1000.0] [batch_t 0.241 (0.257)] [data_t 0.008] [optim_t 0.233] [lr 0.000299] [CE 3.994 (4.026)] [KD 2.401 (2.482)] 2024-10-14 20:50:40,720 - Train: 80.56% [1007800/1251000] [805.6/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000298] [CE 4.374 (4.019)] [KD 2.526 (2.442)] 2024-10-14 20:50:52,631 - Train: 80.56% [1007850/1251000] [805.6/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.000298] [CE 4.080 (4.061)] [KD 2.527 (2.496)] 2024-10-14 20:51:05,006 - Train: 80.57% [1007900/1251000] [805.7/1000.0] [batch_t 0.221 (0.247)] [data_t 0.008] [optim_t 0.213] [lr 0.000298] [CE 4.337 (3.969)] [KD 2.674 (2.438)] 2024-10-14 20:51:17,558 - Train: 80.57% [1007950/1251000] [805.7/1000.0] [batch_t 0.249 (0.251)] [data_t 0.007] [optim_t 0.242] [lr 0.000298] [CE 3.977 (3.952)] [KD 2.353 (2.455)] 2024-10-14 20:51:29,844 - Train: 80.58% [1008000/1251000] [805.8/1000.0] [batch_t 0.226 (0.246)] [data_t 0.007] [optim_t 0.219] [lr 0.000298] [CE 4.402 (4.048)] [KD 2.687 (2.469)] 2024-10-14 20:51:42,116 - Train: 80.58% [1008050/1251000] [805.8/1000.0] [batch_t 0.509 (0.245)] [data_t 0.007] [optim_t 0.502] [lr 0.000298] [CE 4.710 (4.025)] [KD 2.957 (2.459)] 2024-10-14 20:51:54,061 - Train: 80.58% [1008100/1251000] [805.8/1000.0] [batch_t 0.235 (0.239)] [data_t 0.011] [optim_t 0.224] [lr 0.000298] [CE 4.334 (4.028)] [KD 2.858 (2.454)] 2024-10-14 20:52:06,196 - Train: 80.59% [1008150/1251000] [805.9/1000.0] [batch_t 0.228 (0.242)] [data_t 0.008] [optim_t 0.219] [lr 0.000298] [CE 4.224 (4.017)] [KD 2.637 (2.475)] 2024-10-14 20:52:18,376 - Train: 80.59% [1008200/1251000] [805.9/1000.0] [batch_t 0.218 (0.243)] [data_t 0.007] [optim_t 0.211] [lr 0.000298] [CE 3.452 (4.061)] [KD 2.152 (2.495)] 2024-10-14 20:52:30,945 - Train: 80.60% [1008250/1251000] [806.0/1000.0] [batch_t 0.251 (0.251)] [data_t 0.008] [optim_t 0.242] [lr 0.000297] [CE 4.189 (4.030)] [KD 2.466 (2.483)] 2024-10-14 20:52:43,107 - Train: 80.60% [1008300/1251000] [806.0/1000.0] [batch_t 0.213 (0.243)] [data_t 0.007] [optim_t 0.205] [lr 0.000297] [CE 3.904 (4.004)] [KD 2.316 (2.433)] 2024-10-14 20:52:55,270 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.205)] [top1_cnt 39684] [top5_cnt 47342] [top_all 50000] 2024-10-14 20:52:55,270 - net: 79.368 (94.684) 2024-10-14 20:53:06,124 - Test (net_E): 100.00% [50/50] [batch_t 0.203 (0.200)] [top1_cnt 40461] [top5_cnt 47648] [top_all 50000] 2024-10-14 20:53:06,125 - net_E: 80.922 (95.296) 2024-10-14 20:53:06,369 - Max [top1: 79.472 (epoch: 801)] [top1-ema: 80.930 (epoch: 805)] 2024-10-14 20:53:06,370 - ==> Total time: 3 days, 0:14:59 Eta: 17:23:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:53:21,246 - Train: 80.60% [1008350/1251000] [806.0/1000.0] [batch_t 0.243 (0.259)] [data_t 0.014] [optim_t 0.230] [lr 0.000297] [CE 3.641 (4.004)] [KD 2.185 (2.448)] 2024-10-14 20:53:33,575 - Train: 80.61% [1008400/1251000] [806.1/1000.0] [batch_t 0.249 (0.246)] [data_t 0.008] [optim_t 0.241] [lr 0.000297] [CE 4.092 (3.985)] [KD 2.520 (2.419)] 2024-10-14 20:53:45,802 - Train: 80.61% [1008450/1251000] [806.1/1000.0] [batch_t 0.242 (0.244)] [data_t 0.006] [optim_t 0.236] [lr 0.000297] [CE 3.969 (3.970)] [KD 2.399 (2.386)] 2024-10-14 20:53:58,320 - Train: 80.62% [1008500/1251000] [806.2/1000.0] [batch_t 0.235 (0.250)] [data_t 0.007] [optim_t 0.227] [lr 0.000297] [CE 4.410 (4.034)] [KD 2.595 (2.463)] 2024-10-14 20:54:10,395 - Train: 80.62% [1008550/1251000] [806.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.010] [optim_t 0.229] [lr 0.000297] [CE 3.854 (4.087)] [KD 2.170 (2.479)] 2024-10-14 20:54:22,685 - Train: 80.62% [1008600/1251000] [806.2/1000.0] [batch_t 0.229 (0.246)] [data_t 0.010] [optim_t 0.219] [lr 0.000297] [CE 3.615 (3.973)] [KD 2.151 (2.444)] 2024-10-14 20:54:35,023 - Train: 80.63% [1008650/1251000] [806.3/1000.0] [batch_t 0.244 (0.247)] [data_t 0.010] [optim_t 0.234] [lr 0.000297] [CE 3.401 (4.057)] [KD 2.082 (2.497)] 2024-10-14 20:54:47,066 - Train: 80.63% [1008700/1251000] [806.3/1000.0] [batch_t 0.250 (0.241)] [data_t 0.010] [optim_t 0.240] [lr 0.000297] [CE 4.188 (4.011)] [KD 2.543 (2.446)] 2024-10-14 20:54:59,269 - Train: 80.64% [1008750/1251000] [806.4/1000.0] [batch_t 0.245 (0.244)] [data_t 0.008] [optim_t 0.237] [lr 0.000296] [CE 4.458 (4.008)] [KD 2.622 (2.475)] 2024-10-14 20:55:11,341 - Train: 80.64% [1008800/1251000] [806.4/1000.0] [batch_t 0.227 (0.241)] [data_t 0.008] [optim_t 0.219] [lr 0.000296] [CE 4.108 (4.024)] [KD 2.474 (2.471)] 2024-10-14 20:55:23,616 - Train: 80.64% [1008850/1251000] [806.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.000296] [CE 4.397 (4.065)] [KD 2.631 (2.477)] 2024-10-14 20:55:35,857 - Train: 80.65% [1008900/1251000] [806.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.000296] [CE 4.696 (4.033)] [KD 2.623 (2.454)] 2024-10-14 20:55:47,967 - Train: 80.65% [1008950/1251000] [806.5/1000.0] [batch_t 0.223 (0.242)] [data_t 0.007] [optim_t 0.216] [lr 0.000296] [CE 3.824 (4.014)] [KD 2.381 (2.449)] 2024-10-14 20:56:00,027 - Train: 80.66% [1009000/1251000] [806.6/1000.0] [batch_t 0.231 (0.241)] [data_t 0.007] [optim_t 0.224] [lr 0.000296] [CE 4.077 (4.029)] [KD 2.524 (2.456)] 2024-10-14 20:56:12,460 - Train: 80.66% [1009050/1251000] [806.6/1000.0] [batch_t 0.229 (0.248)] [data_t 0.009] [optim_t 0.220] [lr 0.000296] [CE 4.101 (4.028)] [KD 2.488 (2.483)] 2024-10-14 20:56:25,028 - Train: 80.66% [1009100/1251000] [806.6/1000.0] [batch_t 0.528 (0.251)] [data_t 0.007] [optim_t 0.520] [lr 0.000296] [CE 4.260 (4.052)] [KD 2.566 (2.478)] 2024-10-14 20:56:37,501 - Train: 80.67% [1009150/1251000] [806.7/1000.0] [batch_t 0.262 (0.249)] [data_t 0.010] [optim_t 0.252] [lr 0.000296] [CE 3.768 (3.994)] [KD 2.219 (2.453)] 2024-10-14 20:56:49,422 - Train: 80.67% [1009200/1251000] [806.7/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.000295] [CE 4.254 (4.023)] [KD 2.590 (2.464)] 2024-10-14 20:57:01,265 - Train: 80.68% [1009250/1251000] [806.8/1000.0] [batch_t 0.247 (0.237)] [data_t 0.009] [optim_t 0.238] [lr 0.000295] [CE 3.719 (4.109)] [KD 2.361 (2.495)] 2024-10-14 20:57:14,016 - Train: 80.68% [1009300/1251000] [806.8/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.230] [lr 0.000295] [CE 4.022 (4.064)] [KD 2.657 (2.487)] 2024-10-14 20:57:26,056 - Train: 80.68% [1009350/1251000] [806.8/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.000295] [CE 3.792 (3.980)] [KD 2.296 (2.404)] 2024-10-14 20:57:38,606 - Train: 80.69% [1009400/1251000] [806.9/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.230] [lr 0.000295] [CE 3.760 (4.016)] [KD 2.387 (2.457)] 2024-10-14 20:57:51,210 - Train: 80.69% [1009450/1251000] [806.9/1000.0] [batch_t 0.243 (0.252)] [data_t 0.010] [optim_t 0.233] [lr 0.000295] [CE 4.036 (4.035)] [KD 2.409 (2.458)] 2024-10-14 20:58:03,433 - Train: 80.70% [1009500/1251000] [807.0/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000295] [CE 4.394 (3.933)] [KD 2.580 (2.408)] 2024-10-14 20:58:15,316 - Train: 80.70% [1009550/1251000] [807.0/1000.0] [batch_t 0.217 (0.237)] [data_t 0.006] [optim_t 0.211] [lr 0.000295] [CE 4.393 (3.980)] [KD 2.514 (2.453)] 2024-10-14 20:58:27,593 - Test (net): 100.00% [50/50] [batch_t 0.093 (0.203)] [top1_cnt 39675] [top5_cnt 47325] [top_all 50000] 2024-10-14 20:58:27,593 - net: 79.350 (94.650) 2024-10-14 20:58:37,427 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.179)] [top1_cnt 40484] [top5_cnt 47663] [top_all 50000] 2024-10-14 20:58:37,428 - net_E: 80.968 (95.326) 2024-10-14 20:58:37,643 - Max [top1: 79.472 (epoch: 801)] [top1-ema: 80.968 (epoch: 807)] 2024-10-14 20:58:37,644 - ==> Total time: 3 days, 0:20:30 Eta: 17:18:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 20:59:01,026 - Train: 80.70% [1009600/1251000] [807.0/1000.0] [batch_t 0.233 (0.259)] [data_t 0.010] [optim_t 0.223] [lr 0.000295] [CE 4.016 (4.062)] [KD 2.324 (2.478)] 2024-10-14 20:59:13,824 - Train: 80.71% [1009650/1251000] [807.1/1000.0] [batch_t 0.251 (0.256)] [data_t 0.009] [optim_t 0.243] [lr 0.000295] [CE 4.090 (4.021)] [KD 2.518 (2.463)] 2024-10-14 20:59:26,014 - Train: 80.71% [1009700/1251000] [807.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.000294] [CE 4.242 (4.041)] [KD 2.618 (2.463)] 2024-10-14 20:59:38,310 - Train: 80.72% [1009750/1251000] [807.2/1000.0] [batch_t 0.239 (0.246)] [data_t 0.006] [optim_t 0.232] [lr 0.000294] [CE 3.942 (4.114)] [KD 2.429 (2.515)] 2024-10-14 20:59:51,380 - Train: 80.72% [1009800/1251000] [807.2/1000.0] [batch_t 0.252 (0.261)] [data_t 0.007] [optim_t 0.245] [lr 0.000294] [CE 3.692 (4.053)] [KD 2.438 (2.463)] 2024-10-14 21:00:03,571 - Train: 80.72% [1009850/1251000] [807.2/1000.0] [batch_t 0.450 (0.244)] [data_t 0.009] [optim_t 0.441] [lr 0.000294] [CE 3.510 (3.933)] [KD 2.291 (2.407)] 2024-10-14 21:00:15,981 - Train: 80.73% [1009900/1251000] [807.3/1000.0] [batch_t 0.232 (0.248)] [data_t 0.008] [optim_t 0.225] [lr 0.000294] [CE 4.173 (3.982)] [KD 2.348 (2.445)] 2024-10-14 21:00:28,775 - Train: 80.73% [1009950/1251000] [807.3/1000.0] [batch_t 0.248 (0.256)] [data_t 0.008] [optim_t 0.240] [lr 0.000294] [CE 4.082 (3.988)] [KD 2.520 (2.441)] 2024-10-14 21:00:40,986 - Train: 80.74% [1010000/1251000] [807.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000294] [CE 3.830 (3.974)] [KD 2.268 (2.417)] 2024-10-14 21:00:52,812 - Train: 80.74% [1010050/1251000] [807.4/1000.0] [batch_t 0.252 (0.236)] [data_t 0.007] [optim_t 0.245] [lr 0.000294] [CE 3.866 (4.006)] [KD 2.341 (2.457)] 2024-10-14 21:01:05,768 - Train: 80.74% [1010100/1251000] [807.4/1000.0] [batch_t 0.233 (0.259)] [data_t 0.008] [optim_t 0.225] [lr 0.000294] [CE 4.327 (4.039)] [KD 2.677 (2.481)] 2024-10-14 21:01:18,107 - Train: 80.75% [1010150/1251000] [807.5/1000.0] [batch_t 0.244 (0.247)] [data_t 0.006] [optim_t 0.238] [lr 0.000293] [CE 3.900 (4.080)] [KD 2.403 (2.470)] 2024-10-14 21:01:30,370 - Train: 80.75% [1010200/1251000] [807.5/1000.0] [batch_t 0.212 (0.245)] [data_t 0.006] [optim_t 0.206] [lr 0.000293] [CE 4.324 (3.957)] [KD 2.629 (2.399)] 2024-10-14 21:01:42,939 - Train: 80.76% [1010250/1251000] [807.6/1000.0] [batch_t 0.251 (0.251)] [data_t 0.009] [optim_t 0.242] [lr 0.000293] [CE 3.413 (4.034)] [KD 2.020 (2.498)] 2024-10-14 21:01:55,332 - Train: 80.76% [1010300/1251000] [807.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000293] [CE 3.767 (4.017)] [KD 2.170 (2.438)] 2024-10-14 21:02:07,410 - Train: 80.76% [1010350/1251000] [807.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000293] [CE 4.015 (3.981)] [KD 2.459 (2.445)] 2024-10-14 21:02:20,054 - Train: 80.77% [1010400/1251000] [807.7/1000.0] [batch_t 0.230 (0.253)] [data_t 0.006] [optim_t 0.224] [lr 0.000293] [CE 3.860 (4.163)] [KD 2.287 (2.497)] 2024-10-14 21:02:32,985 - Train: 80.77% [1010450/1251000] [807.7/1000.0] [batch_t 0.233 (0.258)] [data_t 0.010] [optim_t 0.223] [lr 0.000293] [CE 3.456 (3.988)] [KD 2.060 (2.442)] 2024-10-14 21:02:45,167 - Train: 80.78% [1010500/1251000] [807.8/1000.0] [batch_t 0.245 (0.243)] [data_t 0.007] [optim_t 0.239] [lr 0.000293] [CE 4.389 (3.980)] [KD 2.701 (2.439)] 2024-10-14 21:02:57,742 - Train: 80.78% [1010550/1251000] [807.8/1000.0] [batch_t 0.242 (0.251)] [data_t 0.010] [optim_t 0.232] [lr 0.000293] [CE 3.956 (4.031)] [KD 2.515 (2.470)] 2024-10-14 21:03:10,595 - Train: 80.78% [1010600/1251000] [807.8/1000.0] [batch_t 0.224 (0.257)] [data_t 0.007] [optim_t 0.217] [lr 0.000292] [CE 4.342 (4.124)] [KD 2.603 (2.463)] 2024-10-14 21:03:22,639 - Train: 80.79% [1010650/1251000] [807.9/1000.0] [batch_t 0.225 (0.241)] [data_t 0.011] [optim_t 0.213] [lr 0.000292] [CE 3.788 (3.976)] [KD 2.353 (2.426)] 2024-10-14 21:03:35,438 - Train: 80.79% [1010700/1251000] [807.9/1000.0] [batch_t 0.241 (0.256)] [data_t 0.010] [optim_t 0.231] [lr 0.000292] [CE 4.229 (3.983)] [KD 2.680 (2.433)] 2024-10-14 21:03:48,232 - Train: 80.80% [1010750/1251000] [808.0/1000.0] [batch_t 0.238 (0.256)] [data_t 0.008] [optim_t 0.229] [lr 0.000292] [CE 4.044 (4.055)] [KD 2.397 (2.464)] 2024-10-14 21:04:00,213 - Train: 80.80% [1010800/1251000] [808.0/1000.0] [batch_t 0.215 (0.239)] [data_t 0.008] [optim_t 0.207] [lr 0.000292] [CE 3.971 (3.934)] [KD 2.366 (2.439)] 2024-10-14 21:04:10,587 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 39691] [top5_cnt 47326] [top_all 50000] 2024-10-14 21:04:10,588 - net: 79.382 (94.652) 2024-10-14 21:04:19,652 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.162)] [top1_cnt 40513] [top5_cnt 47668] [top_all 50000] 2024-10-14 21:04:19,653 - net_E: 81.026 (95.336) 2024-10-14 21:04:19,851 - Max [top1: 79.472 (epoch: 801)] [top1-ema: 81.026 (epoch: 808)] 2024-10-14 21:04:19,852 - ==> Total time: 3 days, 0:26:12 Eta: 17:12:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:04:43,517 - Train: 80.80% [1010850/1251000] [808.0/1000.0] [batch_t 0.254 (0.248)] [data_t 0.011] [optim_t 0.244] [lr 0.000292] [CE 4.032 (4.009)] [KD 2.409 (2.426)] 2024-10-14 21:04:56,067 - Train: 80.81% [1010900/1251000] [808.1/1000.0] [batch_t 0.239 (0.251)] [data_t 0.013] [optim_t 0.226] [lr 0.000292] [CE 4.159 (4.020)] [KD 2.416 (2.449)] 2024-10-14 21:05:08,635 - Train: 80.81% [1010950/1251000] [808.1/1000.0] [batch_t 0.231 (0.251)] [data_t 0.007] [optim_t 0.223] [lr 0.000292] [CE 4.232 (3.991)] [KD 2.626 (2.419)] 2024-10-14 21:05:20,790 - Train: 80.82% [1011000/1251000] [808.2/1000.0] [batch_t 0.241 (0.243)] [data_t 0.008] [optim_t 0.233] [lr 0.000292] [CE 3.763 (4.056)] [KD 2.481 (2.462)] 2024-10-14 21:05:33,025 - Train: 80.82% [1011050/1251000] [808.2/1000.0] [batch_t 0.246 (0.244)] [data_t 0.008] [optim_t 0.239] [lr 0.000292] [CE 3.691 (4.014)] [KD 2.223 (2.433)] 2024-10-14 21:05:45,410 - Train: 80.82% [1011100/1251000] [808.2/1000.0] [batch_t 0.251 (0.247)] [data_t 0.006] [optim_t 0.245] [lr 0.000291] [CE 3.670 (4.030)] [KD 2.154 (2.453)] 2024-10-14 21:05:57,907 - Train: 80.83% [1011150/1251000] [808.3/1000.0] [batch_t 0.222 (0.250)] [data_t 0.008] [optim_t 0.215] [lr 0.000291] [CE 3.756 (3.970)] [KD 2.148 (2.422)] 2024-10-14 21:06:09,940 - Train: 80.83% [1011200/1251000] [808.3/1000.0] [batch_t 0.250 (0.240)] [data_t 0.010] [optim_t 0.240] [lr 0.000291] [CE 4.609 (4.048)] [KD 2.851 (2.459)] 2024-10-14 21:06:22,567 - Train: 80.84% [1011250/1251000] [808.4/1000.0] [batch_t 0.255 (0.252)] [data_t 0.007] [optim_t 0.248] [lr 0.000291] [CE 3.855 (4.040)] [KD 2.375 (2.428)] 2024-10-14 21:06:34,601 - Train: 80.84% [1011300/1251000] [808.4/1000.0] [batch_t 0.227 (0.240)] [data_t 0.006] [optim_t 0.221] [lr 0.000291] [CE 3.700 (4.005)] [KD 2.340 (2.424)] 2024-10-14 21:06:46,706 - Train: 80.84% [1011350/1251000] [808.4/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.000291] [CE 3.884 (4.014)] [KD 2.407 (2.434)] 2024-10-14 21:06:58,948 - Train: 80.85% [1011400/1251000] [808.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000291] [CE 3.798 (4.004)] [KD 2.401 (2.440)] 2024-10-14 21:07:11,247 - Train: 80.85% [1011450/1251000] [808.5/1000.0] [batch_t 0.253 (0.246)] [data_t 0.008] [optim_t 0.246] [lr 0.000291] [CE 4.097 (4.048)] [KD 2.528 (2.489)] 2024-10-14 21:07:23,364 - Train: 80.86% [1011500/1251000] [808.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.000291] [CE 3.670 (3.962)] [KD 2.348 (2.430)] 2024-10-14 21:07:35,836 - Train: 80.86% [1011550/1251000] [808.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.000290] [CE 4.463 (3.989)] [KD 2.700 (2.454)] 2024-10-14 21:07:48,677 - Train: 80.86% [1011600/1251000] [808.6/1000.0] [batch_t 0.244 (0.257)] [data_t 0.008] [optim_t 0.236] [lr 0.000290] [CE 4.579 (4.022)] [KD 2.846 (2.459)] 2024-10-14 21:08:00,823 - Train: 80.87% [1011650/1251000] [808.7/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.000290] [CE 3.704 (4.042)] [KD 2.247 (2.462)] 2024-10-14 21:08:13,274 - Train: 80.87% [1011700/1251000] [808.7/1000.0] [batch_t 0.228 (0.249)] [data_t 0.008] [optim_t 0.220] [lr 0.000290] [CE 3.678 (4.039)] [KD 2.205 (2.468)] 2024-10-14 21:08:25,573 - Train: 80.88% [1011750/1251000] [808.8/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000290] [CE 4.023 (4.004)] [KD 2.448 (2.487)] 2024-10-14 21:08:37,929 - Train: 80.88% [1011800/1251000] [808.8/1000.0] [batch_t 0.245 (0.247)] [data_t 0.010] [optim_t 0.234] [lr 0.000290] [CE 3.768 (3.919)] [KD 2.345 (2.401)] 2024-10-14 21:08:50,206 - Train: 80.88% [1011850/1251000] [808.8/1000.0] [batch_t 0.226 (0.245)] [data_t 0.008] [optim_t 0.218] [lr 0.000290] [CE 4.383 (4.052)] [KD 2.626 (2.454)] 2024-10-14 21:09:02,936 - Train: 80.89% [1011900/1251000] [808.9/1000.0] [batch_t 0.272 (0.254)] [data_t 0.009] [optim_t 0.263] [lr 0.000290] [CE 3.819 (4.044)] [KD 2.343 (2.456)] 2024-10-14 21:09:15,072 - Train: 80.89% [1011950/1251000] [808.9/1000.0] [batch_t 0.248 (0.243)] [data_t 0.010] [optim_t 0.237] [lr 0.000290] [CE 3.650 (3.993)] [KD 2.223 (2.446)] 2024-10-14 21:09:27,591 - Train: 80.90% [1012000/1251000] [809.0/1000.0] [batch_t 0.255 (0.250)] [data_t 0.010] [optim_t 0.245] [lr 0.000290] [CE 4.260 (4.011)] [KD 2.725 (2.479)] 2024-10-14 21:09:39,794 - Train: 80.90% [1012050/1251000] [809.0/1000.0] [batch_t 0.216 (0.244)] [data_t 0.007] [optim_t 0.208] [lr 0.000289] [CE 4.219 (4.010)] [KD 2.753 (2.462)] 2024-10-14 21:09:51,690 - Test (net): 100.00% [50/50] [batch_t 0.366 (0.188)] [top1_cnt 39721] [top5_cnt 47294] [top_all 50000] 2024-10-14 21:09:51,691 - net: 79.442 (94.588) 2024-10-14 21:10:01,240 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.174)] [top1_cnt 40514] [top5_cnt 47674] [top_all 50000] 2024-10-14 21:10:01,241 - net_E: 81.028 (95.348) 2024-10-14 21:10:01,504 - Max [top1: 79.472 (epoch: 801)] [top1-ema: 81.028 (epoch: 809)] 2024-10-14 21:10:01,505 - ==> Total time: 3 days, 0:31:54 Eta: 17:07:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:10:28,710 - Train: 80.90% [1012100/1251000] [809.0/1000.0] [batch_t 0.256 (0.269)] [data_t 0.007] [optim_t 0.248] [lr 0.000289] [CE 4.133 (4.030)] [KD 2.543 (2.444)] 2024-10-14 21:10:41,258 - Train: 80.91% [1012150/1251000] [809.1/1000.0] [batch_t 0.230 (0.251)] [data_t 0.010] [optim_t 0.220] [lr 0.000289] [CE 4.108 (4.055)] [KD 2.432 (2.465)] 2024-10-14 21:10:53,826 - Train: 80.91% [1012200/1251000] [809.1/1000.0] [batch_t 0.226 (0.251)] [data_t 0.007] [optim_t 0.219] [lr 0.000289] [CE 3.870 (3.991)] [KD 2.483 (2.439)] 2024-10-14 21:11:06,152 - Train: 80.92% [1012250/1251000] [809.2/1000.0] [batch_t 0.247 (0.246)] [data_t 0.008] [optim_t 0.239] [lr 0.000289] [CE 3.454 (4.008)] [KD 2.096 (2.455)] 2024-10-14 21:11:18,597 - Train: 80.92% [1012300/1251000] [809.2/1000.0] [batch_t 0.242 (0.249)] [data_t 0.008] [optim_t 0.234] [lr 0.000289] [CE 4.252 (4.035)] [KD 2.670 (2.434)] 2024-10-14 21:11:31,245 - Train: 80.92% [1012350/1251000] [809.2/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000289] [CE 4.395 (3.984)] [KD 2.670 (2.432)] 2024-10-14 21:11:43,860 - Train: 80.93% [1012400/1251000] [809.3/1000.0] [batch_t 0.239 (0.252)] [data_t 0.007] [optim_t 0.232] [lr 0.000289] [CE 4.148 (3.972)] [KD 2.392 (2.410)] 2024-10-14 21:11:56,079 - Train: 80.93% [1012450/1251000] [809.3/1000.0] [batch_t 0.248 (0.244)] [data_t 0.008] [optim_t 0.241] [lr 0.000289] [CE 3.953 (3.992)] [KD 2.433 (2.423)] 2024-10-14 21:12:08,608 - Train: 80.94% [1012500/1251000] [809.4/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.230] [lr 0.000288] [CE 4.060 (3.958)] [KD 2.475 (2.387)] 2024-10-14 21:12:21,046 - Train: 80.94% [1012550/1251000] [809.4/1000.0] [batch_t 0.242 (0.249)] [data_t 0.011] [optim_t 0.231] [lr 0.000288] [CE 4.357 (4.110)] [KD 2.657 (2.489)] 2024-10-14 21:12:34,072 - Train: 80.94% [1012600/1251000] [809.4/1000.0] [batch_t 0.233 (0.260)] [data_t 0.008] [optim_t 0.224] [lr 0.000288] [CE 3.896 (3.972)] [KD 2.267 (2.420)] 2024-10-14 21:12:46,074 - Train: 80.95% [1012650/1251000] [809.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000288] [CE 3.870 (3.974)] [KD 2.420 (2.434)] 2024-10-14 21:12:58,318 - Train: 80.95% [1012700/1251000] [809.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.000288] [CE 4.455 (4.078)] [KD 2.693 (2.495)] 2024-10-14 21:13:10,889 - Train: 80.96% [1012750/1251000] [809.6/1000.0] [batch_t 0.225 (0.251)] [data_t 0.010] [optim_t 0.215] [lr 0.000288] [CE 3.478 (3.971)] [KD 2.022 (2.419)] 2024-10-14 21:13:23,591 - Train: 80.96% [1012800/1251000] [809.6/1000.0] [batch_t 0.238 (0.254)] [data_t 0.008] [optim_t 0.231] [lr 0.000288] [CE 3.447 (4.031)] [KD 2.134 (2.457)] 2024-10-14 21:13:35,801 - Train: 80.96% [1012850/1251000] [809.6/1000.0] [batch_t 0.245 (0.244)] [data_t 0.011] [optim_t 0.234] [lr 0.000288] [CE 4.169 (4.028)] [KD 2.437 (2.442)] 2024-10-14 21:13:48,219 - Train: 80.97% [1012900/1251000] [809.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000288] [CE 3.979 (3.987)] [KD 2.448 (2.401)] 2024-10-14 21:14:00,301 - Train: 80.97% [1012950/1251000] [809.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000288] [CE 3.960 (4.037)] [KD 2.494 (2.439)] 2024-10-14 21:14:13,076 - Train: 80.98% [1013000/1251000] [809.8/1000.0] [batch_t 0.227 (0.255)] [data_t 0.008] [optim_t 0.219] [lr 0.000287] [CE 3.864 (4.042)] [KD 2.459 (2.451)] 2024-10-14 21:14:25,210 - Train: 80.98% [1013050/1251000] [809.8/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000287] [CE 4.065 (4.051)] [KD 2.541 (2.471)] 2024-10-14 21:14:37,276 - Train: 80.98% [1013100/1251000] [809.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.006] [optim_t 0.227] [lr 0.000287] [CE 4.394 (3.988)] [KD 2.694 (2.435)] 2024-10-14 21:14:49,668 - Train: 80.99% [1013150/1251000] [809.9/1000.0] [batch_t 0.246 (0.248)] [data_t 0.006] [optim_t 0.240] [lr 0.000287] [CE 4.311 (4.092)] [KD 2.639 (2.481)] 2024-10-14 21:15:02,520 - Train: 80.99% [1013200/1251000] [809.9/1000.0] [batch_t 0.245 (0.257)] [data_t 0.011] [optim_t 0.234] [lr 0.000287] [CE 3.983 (3.917)] [KD 2.328 (2.404)] 2024-10-14 21:15:14,458 - Train: 81.00% [1013250/1251000] [810.0/1000.0] [batch_t 0.227 (0.239)] [data_t 0.008] [optim_t 0.219] [lr 0.000287] [CE 4.212 (4.099)] [KD 2.598 (2.494)] 2024-10-14 21:15:26,612 - Train: 81.00% [1013300/1251000] [810.0/1000.0] [batch_t 0.217 (0.243)] [data_t 0.007] [optim_t 0.209] [lr 0.000287] [CE 4.081 (4.100)] [KD 2.480 (2.489)] 2024-10-14 21:15:38,546 - Test (net): 100.00% [50/50] [batch_t 0.417 (0.183)] [top1_cnt 39826] [top5_cnt 47360] [top_all 50000] 2024-10-14 21:15:38,546 - net: 79.652 (94.720) 2024-10-14 21:15:49,118 - Test (net_E): 100.00% [50/50] [batch_t 0.641 (0.195)] [top1_cnt 40549] [top5_cnt 47671] [top_all 50000] 2024-10-14 21:15:49,119 - net_E: 81.098 (95.342) 2024-10-14 21:15:49,358 - Max [top1: 79.652 (epoch: 810)] [top1-ema: 81.098 (epoch: 810)] 2024-10-14 21:15:49,359 - ==> Total time: 3 days, 0:37:42 Eta: 17:02:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:16:24,362 - Train: 81.00% [1013350/1251000] [810.0/1000.0] [batch_t 0.230 (0.258)] [data_t 0.010] [optim_t 0.220] [lr 0.000287] [CE 4.091 (4.042)] [KD 2.430 (2.440)] 2024-10-14 21:16:37,155 - Train: 81.01% [1013400/1251000] [810.1/1000.0] [batch_t 0.232 (0.256)] [data_t 0.011] [optim_t 0.221] [lr 0.000287] [CE 4.311 (4.028)] [KD 2.420 (2.433)] 2024-10-14 21:16:49,509 - Train: 81.01% [1013450/1251000] [810.1/1000.0] [batch_t 0.228 (0.247)] [data_t 0.009] [optim_t 0.219] [lr 0.000286] [CE 4.497 (3.991)] [KD 2.611 (2.429)] 2024-10-14 21:17:01,529 - Train: 81.02% [1013500/1251000] [810.2/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.000286] [CE 4.377 (4.035)] [KD 2.728 (2.439)] 2024-10-14 21:17:13,658 - Train: 81.02% [1013550/1251000] [810.2/1000.0] [batch_t 0.251 (0.242)] [data_t 0.007] [optim_t 0.244] [lr 0.000286] [CE 4.462 (3.976)] [KD 2.719 (2.426)] 2024-10-14 21:17:25,846 - Train: 81.02% [1013600/1251000] [810.2/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.000286] [CE 4.314 (4.034)] [KD 2.420 (2.446)] 2024-10-14 21:17:37,950 - Train: 81.03% [1013650/1251000] [810.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.000286] [CE 4.218 (4.012)] [KD 2.490 (2.434)] 2024-10-14 21:17:50,652 - Train: 81.03% [1013700/1251000] [810.3/1000.0] [batch_t 0.225 (0.254)] [data_t 0.008] [optim_t 0.218] [lr 0.000286] [CE 3.659 (4.015)] [KD 2.294 (2.435)] 2024-10-14 21:18:03,354 - Train: 81.04% [1013750/1251000] [810.4/1000.0] [batch_t 0.240 (0.254)] [data_t 0.007] [optim_t 0.233] [lr 0.000286] [CE 4.104 (3.981)] [KD 2.495 (2.408)] 2024-10-14 21:18:16,105 - Train: 81.04% [1013800/1251000] [810.4/1000.0] [batch_t 0.232 (0.255)] [data_t 0.006] [optim_t 0.226] [lr 0.000286] [CE 3.881 (4.006)] [KD 2.508 (2.420)] 2024-10-14 21:18:28,182 - Train: 81.04% [1013850/1251000] [810.4/1000.0] [batch_t 0.262 (0.241)] [data_t 0.007] [optim_t 0.254] [lr 0.000286] [CE 4.187 (3.913)] [KD 2.654 (2.394)] 2024-10-14 21:18:40,561 - Train: 81.05% [1013900/1251000] [810.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000286] [CE 4.337 (4.009)] [KD 2.559 (2.437)] 2024-10-14 21:18:52,986 - Train: 81.05% [1013950/1251000] [810.5/1000.0] [batch_t 0.223 (0.248)] [data_t 0.008] [optim_t 0.215] [lr 0.000285] [CE 4.271 (4.026)] [KD 2.552 (2.435)] 2024-10-14 21:19:05,161 - Train: 81.06% [1014000/1251000] [810.6/1000.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.000285] [CE 4.209 (3.939)] [KD 2.641 (2.403)] 2024-10-14 21:19:18,482 - Train: 81.06% [1014050/1251000] [810.6/1000.0] [batch_t 0.245 (0.266)] [data_t 0.007] [optim_t 0.238] [lr 0.000285] [CE 4.030 (4.000)] [KD 2.531 (2.440)] 2024-10-14 21:19:31,165 - Train: 81.06% [1014100/1251000] [810.6/1000.0] [batch_t 0.254 (0.253)] [data_t 0.009] [optim_t 0.245] [lr 0.000285] [CE 3.582 (4.027)] [KD 2.214 (2.454)] 2024-10-14 21:19:43,696 - Train: 81.07% [1014150/1251000] [810.7/1000.0] [batch_t 0.243 (0.250)] [data_t 0.008] [optim_t 0.236] [lr 0.000285] [CE 3.469 (3.963)] [KD 2.211 (2.415)] 2024-10-14 21:19:56,689 - Train: 81.07% [1014200/1251000] [810.7/1000.0] [batch_t 0.252 (0.260)] [data_t 0.008] [optim_t 0.244] [lr 0.000285] [CE 4.143 (4.039)] [KD 2.586 (2.449)] 2024-10-14 21:20:09,076 - Train: 81.08% [1014250/1251000] [810.8/1000.0] [batch_t 0.242 (0.247)] [data_t 0.007] [optim_t 0.236] [lr 0.000285] [CE 4.104 (3.933)] [KD 2.320 (2.394)] 2024-10-14 21:20:21,604 - Train: 81.08% [1014300/1251000] [810.8/1000.0] [batch_t 0.248 (0.250)] [data_t 0.009] [optim_t 0.239] [lr 0.000285] [CE 3.630 (4.014)] [KD 2.398 (2.434)] 2024-10-14 21:20:34,689 - Train: 81.08% [1014350/1251000] [810.8/1000.0] [batch_t 0.242 (0.261)] [data_t 0.008] [optim_t 0.234] [lr 0.000285] [CE 3.966 (4.007)] [KD 2.486 (2.430)] 2024-10-14 21:20:47,076 - Train: 81.09% [1014400/1251000] [810.9/1000.0] [batch_t 0.246 (0.247)] [data_t 0.010] [optim_t 0.235] [lr 0.000285] [CE 3.628 (4.082)] [KD 2.229 (2.468)] 2024-10-14 21:20:59,801 - Train: 81.09% [1014450/1251000] [810.9/1000.0] [batch_t 0.248 (0.254)] [data_t 0.011] [optim_t 0.237] [lr 0.000284] [CE 3.676 (3.993)] [KD 2.253 (2.421)] 2024-10-14 21:21:12,535 - Train: 81.10% [1014500/1251000] [811.0/1000.0] [batch_t 0.245 (0.254)] [data_t 0.007] [optim_t 0.238] [lr 0.000284] [CE 3.648 (4.013)] [KD 2.336 (2.449)] 2024-10-14 21:21:24,529 - Train: 81.10% [1014550/1251000] [811.0/1000.0] [batch_t 0.217 (0.240)] [data_t 0.007] [optim_t 0.210] [lr 0.000284] [CE 3.974 (4.017)] [KD 2.335 (2.424)] 2024-10-14 21:21:36,340 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.170)] [top1_cnt 39701] [top5_cnt 47362] [top_all 50000] 2024-10-14 21:21:36,341 - net: 79.402 (94.724) 2024-10-14 21:21:46,080 - Test (net_E): 100.00% [50/50] [batch_t 0.189 (0.177)] [top1_cnt 40523] [top5_cnt 47639] [top_all 50000] 2024-10-14 21:21:46,081 - net_E: 81.046 (95.278) 2024-10-14 21:21:46,268 - Max [top1: 79.652 (epoch: 810)] [top1-ema: 81.098 (epoch: 810)] 2024-10-14 21:21:46,269 - ==> Total time: 3 days, 0:43:39 Eta: 16:56:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:21:59,367 - Train: 81.10% [1014600/1251000] [811.0/1000.0] [batch_t 0.241 (0.257)] [data_t 0.010] [optim_t 0.231] [lr 0.000284] [CE 3.894 (4.029)] [KD 2.461 (2.477)] 2024-10-14 21:22:11,993 - Train: 81.11% [1014650/1251000] [811.1/1000.0] [batch_t 0.225 (0.252)] [data_t 0.008] [optim_t 0.217] [lr 0.000284] [CE 3.919 (4.025)] [KD 2.514 (2.442)] 2024-10-14 21:22:24,602 - Train: 81.11% [1014700/1251000] [811.1/1000.0] [batch_t 0.245 (0.252)] [data_t 0.010] [optim_t 0.235] [lr 0.000284] [CE 4.117 (4.038)] [KD 2.556 (2.440)] 2024-10-14 21:22:36,668 - Train: 81.12% [1014750/1251000] [811.2/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.000284] [CE 4.557 (4.049)] [KD 2.904 (2.426)] 2024-10-14 21:22:49,296 - Train: 81.12% [1014800/1251000] [811.2/1000.0] [batch_t 0.237 (0.252)] [data_t 0.010] [optim_t 0.227] [lr 0.000284] [CE 4.599 (4.009)] [KD 2.686 (2.456)] 2024-10-14 21:23:01,387 - Train: 81.12% [1014850/1251000] [811.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.000284] [CE 3.818 (3.993)] [KD 2.344 (2.426)] 2024-10-14 21:23:13,345 - Train: 81.13% [1014900/1251000] [811.3/1000.0] [batch_t 0.234 (0.239)] [data_t 0.006] [optim_t 0.227] [lr 0.000283] [CE 4.069 (3.972)] [KD 2.396 (2.420)] 2024-10-14 21:23:25,888 - Train: 81.13% [1014950/1251000] [811.3/1000.0] [batch_t 0.226 (0.251)] [data_t 0.008] [optim_t 0.217] [lr 0.000283] [CE 4.059 (4.048)] [KD 2.427 (2.461)] 2024-10-14 21:23:38,663 - Train: 81.14% [1015000/1251000] [811.4/1000.0] [batch_t 0.224 (0.255)] [data_t 0.008] [optim_t 0.216] [lr 0.000283] [CE 4.283 (4.036)] [KD 2.471 (2.431)] 2024-10-14 21:23:50,660 - Train: 81.14% [1015050/1251000] [811.4/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.000283] [CE 4.282 (4.069)] [KD 2.631 (2.466)] 2024-10-14 21:24:03,088 - Train: 81.14% [1015100/1251000] [811.4/1000.0] [batch_t 0.232 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.000283] [CE 3.905 (3.956)] [KD 2.318 (2.394)] 2024-10-14 21:24:14,979 - Train: 81.15% [1015150/1251000] [811.5/1000.0] [batch_t 0.243 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.000283] [CE 3.802 (4.048)] [KD 2.295 (2.465)] 2024-10-14 21:24:27,170 - Train: 81.15% [1015200/1251000] [811.5/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.226] [lr 0.000283] [CE 3.507 (4.051)] [KD 2.246 (2.467)] 2024-10-14 21:24:40,086 - Train: 81.16% [1015250/1251000] [811.6/1000.0] [batch_t 0.231 (0.258)] [data_t 0.010] [optim_t 0.221] [lr 0.000283] [CE 4.240 (4.009)] [KD 2.493 (2.420)] 2024-10-14 21:24:51,950 - Train: 81.16% [1015300/1251000] [811.6/1000.0] [batch_t 0.248 (0.237)] [data_t 0.009] [optim_t 0.239] [lr 0.000283] [CE 4.011 (3.954)] [KD 2.499 (2.432)] 2024-10-14 21:25:04,314 - Train: 81.16% [1015350/1251000] [811.6/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.000283] [CE 4.126 (4.017)] [KD 2.525 (2.409)] 2024-10-14 21:25:16,860 - Train: 81.17% [1015400/1251000] [811.7/1000.0] [batch_t 0.382 (0.251)] [data_t 0.007] [optim_t 0.375] [lr 0.000282] [CE 3.855 (4.021)] [KD 2.264 (2.433)] 2024-10-14 21:25:29,009 - Train: 81.17% [1015450/1251000] [811.7/1000.0] [batch_t 0.251 (0.243)] [data_t 0.007] [optim_t 0.244] [lr 0.000282] [CE 4.127 (4.040)] [KD 2.603 (2.461)] 2024-10-14 21:25:41,039 - Train: 81.18% [1015500/1251000] [811.8/1000.0] [batch_t 0.232 (0.240)] [data_t 0.007] [optim_t 0.225] [lr 0.000282] [CE 3.871 (4.007)] [KD 2.489 (2.436)] 2024-10-14 21:25:53,047 - Train: 81.18% [1015550/1251000] [811.8/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000282] [CE 3.985 (4.036)] [KD 2.578 (2.436)] 2024-10-14 21:26:05,238 - Train: 81.18% [1015600/1251000] [811.8/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.000282] [CE 3.550 (4.081)] [KD 2.179 (2.492)] 2024-10-14 21:26:17,791 - Train: 81.19% [1015650/1251000] [811.9/1000.0] [batch_t 0.231 (0.251)] [data_t 0.008] [optim_t 0.223] [lr 0.000282] [CE 4.154 (4.024)] [KD 2.487 (2.449)] 2024-10-14 21:26:29,893 - Train: 81.19% [1015700/1251000] [811.9/1000.0] [batch_t 0.263 (0.242)] [data_t 0.009] [optim_t 0.254] [lr 0.000282] [CE 3.946 (4.034)] [KD 2.472 (2.456)] 2024-10-14 21:26:42,450 - Train: 81.20% [1015750/1251000] [812.0/1000.0] [batch_t 0.232 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.000282] [CE 4.084 (3.982)] [KD 2.473 (2.420)] 2024-10-14 21:26:54,628 - Train: 81.20% [1015800/1251000] [812.0/1000.0] [batch_t 0.211 (0.243)] [data_t 0.008] [optim_t 0.202] [lr 0.000282] [CE 3.702 (3.990)] [KD 2.386 (2.458)] 2024-10-14 21:27:08,030 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.205)] [top1_cnt 39685] [top5_cnt 47389] [top_all 50000] 2024-10-14 21:27:08,031 - net: 79.370 (94.778) 2024-10-14 21:27:17,333 - Test (net_E): 100.00% [50/50] [batch_t 0.202 (0.169)] [top1_cnt 40531] [top5_cnt 47662] [top_all 50000] 2024-10-14 21:27:17,333 - net_E: 81.062 (95.324) 2024-10-14 21:27:17,533 - Max [top1: 79.652 (epoch: 810)] [top1-ema: 81.098 (epoch: 810)] 2024-10-14 21:27:17,534 - ==> Total time: 3 days, 0:49:10 Eta: 16:51:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:27:31,179 - Train: 81.20% [1015850/1251000] [812.0/1000.0] [batch_t 0.241 (0.279)] [data_t 0.009] [optim_t 0.232] [lr 0.000281] [CE 4.371 (4.080)] [KD 2.652 (2.442)] 2024-10-14 21:27:43,452 - Train: 81.21% [1015900/1251000] [812.1/1000.0] [batch_t 0.244 (0.245)] [data_t 0.007] [optim_t 0.237] [lr 0.000281] [CE 3.766 (3.952)] [KD 2.322 (2.411)] 2024-10-14 21:27:56,123 - Train: 81.21% [1015950/1251000] [812.1/1000.0] [batch_t 0.492 (0.253)] [data_t 0.007] [optim_t 0.485] [lr 0.000281] [CE 3.878 (3.999)] [KD 2.183 (2.411)] 2024-10-14 21:28:08,868 - Train: 81.22% [1016000/1251000] [812.2/1000.0] [batch_t 0.231 (0.255)] [data_t 0.008] [optim_t 0.224] [lr 0.000281] [CE 4.093 (3.921)] [KD 2.593 (2.396)] 2024-10-14 21:28:21,251 - Train: 81.22% [1016050/1251000] [812.2/1000.0] [batch_t 0.259 (0.247)] [data_t 0.008] [optim_t 0.251] [lr 0.000281] [CE 4.081 (4.009)] [KD 2.537 (2.398)] 2024-10-14 21:28:33,791 - Train: 81.22% [1016100/1251000] [812.2/1000.0] [batch_t 0.241 (0.251)] [data_t 0.006] [optim_t 0.234] [lr 0.000281] [CE 3.358 (4.060)] [KD 2.118 (2.432)] 2024-10-14 21:28:46,523 - Train: 81.23% [1016150/1251000] [812.3/1000.0] [batch_t 0.253 (0.254)] [data_t 0.009] [optim_t 0.244] [lr 0.000281] [CE 4.123 (4.031)] [KD 2.580 (2.432)] 2024-10-14 21:28:58,785 - Train: 81.23% [1016200/1251000] [812.3/1000.0] [batch_t 0.245 (0.245)] [data_t 0.010] [optim_t 0.235] [lr 0.000281] [CE 4.031 (3.989)] [KD 2.471 (2.406)] 2024-10-14 21:29:11,326 - Train: 81.24% [1016250/1251000] [812.4/1000.0] [batch_t 0.241 (0.251)] [data_t 0.011] [optim_t 0.230] [lr 0.000281] [CE 3.247 (4.030)] [KD 2.019 (2.441)] 2024-10-14 21:29:23,896 - Train: 81.24% [1016300/1251000] [812.4/1000.0] [batch_t 0.230 (0.251)] [data_t 0.007] [optim_t 0.224] [lr 0.000281] [CE 3.843 (4.033)] [KD 2.403 (2.410)] 2024-10-14 21:29:36,095 - Train: 81.24% [1016350/1251000] [812.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000280] [CE 3.629 (4.020)] [KD 2.267 (2.419)] 2024-10-14 21:29:48,170 - Train: 81.25% [1016400/1251000] [812.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.008] [optim_t 0.230] [lr 0.000280] [CE 4.236 (4.011)] [KD 2.442 (2.423)] 2024-10-14 21:30:00,829 - Train: 81.25% [1016450/1251000] [812.5/1000.0] [batch_t 0.253 (0.253)] [data_t 0.007] [optim_t 0.247] [lr 0.000280] [CE 4.201 (3.988)] [KD 2.504 (2.431)] 2024-10-14 21:30:12,982 - Train: 81.25% [1016500/1251000] [812.5/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000280] [CE 3.941 (4.017)] [KD 2.489 (2.427)] 2024-10-14 21:30:25,414 - Train: 81.26% [1016550/1251000] [812.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.007] [optim_t 0.228] [lr 0.000280] [CE 4.278 (4.055)] [KD 2.508 (2.454)] 2024-10-14 21:30:38,217 - Train: 81.26% [1016600/1251000] [812.6/1000.0] [batch_t 0.230 (0.256)] [data_t 0.010] [optim_t 0.220] [lr 0.000280] [CE 4.196 (3.993)] [KD 2.393 (2.427)] 2024-10-14 21:30:50,417 - Train: 81.27% [1016650/1251000] [812.7/1000.0] [batch_t 0.241 (0.244)] [data_t 0.010] [optim_t 0.231] [lr 0.000280] [CE 3.819 (4.063)] [KD 2.398 (2.446)] 2024-10-14 21:31:02,590 - Train: 81.27% [1016700/1251000] [812.7/1000.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.238] [lr 0.000280] [CE 3.677 (4.018)] [KD 2.263 (2.436)] 2024-10-14 21:31:15,369 - Train: 81.27% [1016750/1251000] [812.7/1000.0] [batch_t 0.239 (0.255)] [data_t 0.006] [optim_t 0.233] [lr 0.000280] [CE 4.362 (4.004)] [KD 2.659 (2.431)] 2024-10-14 21:31:27,741 - Train: 81.28% [1016800/1251000] [812.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.007] [optim_t 0.230] [lr 0.000280] [CE 3.906 (3.979)] [KD 2.302 (2.425)] 2024-10-14 21:31:40,065 - Train: 81.28% [1016850/1251000] [812.8/1000.0] [batch_t 0.241 (0.246)] [data_t 0.007] [optim_t 0.234] [lr 0.000279] [CE 3.490 (3.987)] [KD 2.140 (2.426)] 2024-10-14 21:31:53,165 - Train: 81.29% [1016900/1251000] [812.9/1000.0] [batch_t 0.226 (0.262)] [data_t 0.011] [optim_t 0.216] [lr 0.000279] [CE 3.875 (4.001)] [KD 2.420 (2.450)] 2024-10-14 21:32:05,499 - Train: 81.29% [1016950/1251000] [812.9/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.231] [lr 0.000279] [CE 3.968 (3.997)] [KD 2.480 (2.425)] 2024-10-14 21:32:17,593 - Train: 81.29% [1017000/1251000] [812.9/1000.0] [batch_t 0.251 (0.242)] [data_t 0.012] [optim_t 0.240] [lr 0.000279] [CE 4.026 (3.977)] [KD 2.375 (2.415)] 2024-10-14 21:32:30,215 - Train: 81.30% [1017050/1251000] [813.0/1000.0] [batch_t 0.213 (0.252)] [data_t 0.006] [optim_t 0.208] [lr 0.000279] [CE 4.078 (3.897)] [KD 2.395 (2.404)] 2024-10-14 21:32:42,715 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.183)] [top1_cnt 39738] [top5_cnt 47352] [top_all 50000] 2024-10-14 21:32:42,716 - net: 79.476 (94.704) 2024-10-14 21:32:51,791 - Test (net_E): 100.00% [50/50] [batch_t 0.330 (0.165)] [top1_cnt 40519] [top5_cnt 47667] [top_all 50000] 2024-10-14 21:32:51,791 - net_E: 81.038 (95.334) 2024-10-14 21:32:52,011 - Max [top1: 79.652 (epoch: 810)] [top1-ema: 81.098 (epoch: 810)] 2024-10-14 21:32:52,012 - ==> Total time: 3 days, 0:54:44 Eta: 16:46:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:33:05,224 - Train: 81.30% [1017100/1251000] [813.0/1000.0] [batch_t 0.231 (0.268)] [data_t 0.007] [optim_t 0.224] [lr 0.000279] [CE 4.234 (4.034)] [KD 2.675 (2.452)] 2024-10-14 21:33:17,679 - Train: 81.31% [1017150/1251000] [813.1/1000.0] [batch_t 0.247 (0.249)] [data_t 0.007] [optim_t 0.240] [lr 0.000279] [CE 3.785 (3.989)] [KD 2.279 (2.423)] 2024-10-14 21:33:30,680 - Train: 81.31% [1017200/1251000] [813.1/1000.0] [batch_t 0.246 (0.260)] [data_t 0.007] [optim_t 0.240] [lr 0.000279] [CE 4.339 (4.055)] [KD 2.766 (2.466)] 2024-10-14 21:33:43,090 - Train: 81.31% [1017250/1251000] [813.1/1000.0] [batch_t 0.242 (0.248)] [data_t 0.010] [optim_t 0.232] [lr 0.000279] [CE 3.959 (4.046)] [KD 2.399 (2.471)] 2024-10-14 21:33:55,239 - Train: 81.32% [1017300/1251000] [813.2/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.000278] [CE 3.994 (4.007)] [KD 2.468 (2.416)] 2024-10-14 21:34:07,643 - Train: 81.32% [1017350/1251000] [813.2/1000.0] [batch_t 0.246 (0.248)] [data_t 0.007] [optim_t 0.239] [lr 0.000278] [CE 4.404 (4.046)] [KD 2.418 (2.435)] 2024-10-14 21:34:20,328 - Train: 81.33% [1017400/1251000] [813.3/1000.0] [batch_t 0.231 (0.253)] [data_t 0.011] [optim_t 0.220] [lr 0.000278] [CE 4.277 (3.990)] [KD 2.416 (2.407)] 2024-10-14 21:34:32,799 - Train: 81.33% [1017450/1251000] [813.3/1000.0] [batch_t 0.242 (0.249)] [data_t 0.007] [optim_t 0.235] [lr 0.000278] [CE 3.691 (4.008)] [KD 2.232 (2.426)] 2024-10-14 21:34:45,190 - Train: 81.33% [1017500/1251000] [813.3/1000.0] [batch_t 0.240 (0.248)] [data_t 0.010] [optim_t 0.230] [lr 0.000278] [CE 3.671 (4.038)] [KD 2.202 (2.453)] 2024-10-14 21:34:57,948 - Train: 81.34% [1017550/1251000] [813.4/1000.0] [batch_t 0.230 (0.255)] [data_t 0.010] [optim_t 0.220] [lr 0.000278] [CE 4.238 (4.064)] [KD 2.609 (2.464)] 2024-10-14 21:35:10,408 - Train: 81.34% [1017600/1251000] [813.4/1000.0] [batch_t 0.230 (0.249)] [data_t 0.010] [optim_t 0.220] [lr 0.000278] [CE 3.896 (4.110)] [KD 2.279 (2.471)] 2024-10-14 21:35:22,469 - Train: 81.35% [1017650/1251000] [813.5/1000.0] [batch_t 0.250 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.000278] [CE 3.752 (4.006)] [KD 2.351 (2.450)] 2024-10-14 21:35:34,658 - Train: 81.35% [1017700/1251000] [813.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.011] [optim_t 0.225] [lr 0.000278] [CE 4.582 (4.039)] [KD 2.641 (2.437)] 2024-10-14 21:35:46,791 - Train: 81.35% [1017750/1251000] [813.5/1000.0] [batch_t 0.233 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000278] [CE 3.751 (4.099)] [KD 2.326 (2.460)] 2024-10-14 21:35:59,169 - Train: 81.36% [1017800/1251000] [813.6/1000.0] [batch_t 0.240 (0.247)] [data_t 0.008] [optim_t 0.232] [lr 0.000277] [CE 3.391 (4.093)] [KD 2.169 (2.447)] 2024-10-14 21:36:12,110 - Train: 81.36% [1017850/1251000] [813.6/1000.0] [batch_t 0.232 (0.259)] [data_t 0.010] [optim_t 0.222] [lr 0.000277] [CE 3.589 (4.038)] [KD 2.121 (2.425)] 2024-10-14 21:36:24,633 - Train: 81.37% [1017900/1251000] [813.7/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.000277] [CE 4.476 (3.977)] [KD 2.803 (2.416)] 2024-10-14 21:36:36,554 - Train: 81.37% [1017950/1251000] [813.7/1000.0] [batch_t 0.254 (0.238)] [data_t 0.006] [optim_t 0.247] [lr 0.000277] [CE 3.946 (4.063)] [KD 2.429 (2.428)] 2024-10-14 21:36:49,174 - Train: 81.37% [1018000/1251000] [813.7/1000.0] [batch_t 0.235 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.000277] [CE 3.593 (4.039)] [KD 2.219 (2.421)] 2024-10-14 21:37:01,824 - Train: 81.38% [1018050/1251000] [813.8/1000.0] [batch_t 0.235 (0.253)] [data_t 0.010] [optim_t 0.225] [lr 0.000277] [CE 4.199 (3.988)] [KD 2.606 (2.413)] 2024-10-14 21:37:13,703 - Train: 81.38% [1018100/1251000] [813.8/1000.0] [batch_t 0.243 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.000277] [CE 3.394 (3.917)] [KD 2.071 (2.368)] 2024-10-14 21:37:26,176 - Train: 81.39% [1018150/1251000] [813.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.008] [optim_t 0.229] [lr 0.000277] [CE 4.364 (4.014)] [KD 2.700 (2.438)] 2024-10-14 21:37:39,189 - Train: 81.39% [1018200/1251000] [813.9/1000.0] [batch_t 0.223 (0.260)] [data_t 0.006] [optim_t 0.217] [lr 0.000277] [CE 4.056 (4.023)] [KD 2.661 (2.442)] 2024-10-14 21:37:51,348 - Train: 81.39% [1018250/1251000] [813.9/1000.0] [batch_t 0.249 (0.243)] [data_t 0.007] [optim_t 0.242] [lr 0.000277] [CE 3.636 (3.933)] [KD 2.342 (2.373)] 2024-10-14 21:38:04,010 - Train: 81.40% [1018300/1251000] [814.0/1000.0] [batch_t 0.231 (0.253)] [data_t 0.010] [optim_t 0.221] [lr 0.000276] [CE 4.383 (4.043)] [KD 2.453 (2.469)] 2024-10-14 21:38:17,489 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.193)] [top1_cnt 39815] [top5_cnt 47356] [top_all 50000] 2024-10-14 21:38:17,490 - net: 79.630 (94.712) 2024-10-14 21:38:27,101 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.177)] [top1_cnt 40524] [top5_cnt 47669] [top_all 50000] 2024-10-14 21:38:27,101 - net_E: 81.048 (95.338) 2024-10-14 21:38:27,312 - Max [top1: 79.652 (epoch: 810)] [top1-ema: 81.098 (epoch: 810)] 2024-10-14 21:38:27,313 - ==> Total time: 3 days, 1:00:20 Eta: 16:40:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:38:40,072 - Train: 81.40% [1018350/1251000] [814.0/1000.0] [batch_t 0.226 (0.259)] [data_t 0.007] [optim_t 0.219] [lr 0.000276] [CE 4.085 (3.994)] [KD 2.507 (2.400)] 2024-10-14 21:38:52,756 - Train: 81.41% [1018400/1251000] [814.1/1000.0] [batch_t 0.234 (0.253)] [data_t 0.008] [optim_t 0.227] [lr 0.000276] [CE 3.767 (4.019)] [KD 2.262 (2.417)] 2024-10-14 21:39:05,363 - Train: 81.41% [1018450/1251000] [814.1/1000.0] [batch_t 0.253 (0.252)] [data_t 0.009] [optim_t 0.244] [lr 0.000276] [CE 3.847 (4.041)] [KD 2.305 (2.438)] 2024-10-14 21:39:17,876 - Train: 81.41% [1018500/1251000] [814.1/1000.0] [batch_t 0.244 (0.250)] [data_t 0.008] [optim_t 0.236] [lr 0.000276] [CE 3.819 (4.017)] [KD 2.341 (2.450)] 2024-10-14 21:39:30,349 - Train: 81.42% [1018550/1251000] [814.2/1000.0] [batch_t 0.252 (0.249)] [data_t 0.009] [optim_t 0.242] [lr 0.000276] [CE 4.118 (3.980)] [KD 2.468 (2.416)] 2024-10-14 21:39:42,752 - Train: 81.42% [1018600/1251000] [814.2/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000276] [CE 4.287 (3.986)] [KD 2.617 (2.403)] 2024-10-14 21:39:55,253 - Train: 81.43% [1018650/1251000] [814.3/1000.0] [batch_t 0.230 (0.250)] [data_t 0.010] [optim_t 0.221] [lr 0.000276] [CE 4.567 (3.969)] [KD 2.717 (2.408)] 2024-10-14 21:40:07,903 - Train: 81.43% [1018700/1251000] [814.3/1000.0] [batch_t 0.242 (0.253)] [data_t 0.007] [optim_t 0.235] [lr 0.000276] [CE 3.861 (4.006)] [KD 2.461 (2.419)] 2024-10-14 21:40:20,449 - Train: 81.43% [1018750/1251000] [814.3/1000.0] [batch_t 0.231 (0.251)] [data_t 0.006] [optim_t 0.224] [lr 0.000275] [CE 4.267 (3.999)] [KD 2.539 (2.405)] 2024-10-14 21:40:33,246 - Train: 81.44% [1018800/1251000] [814.4/1000.0] [batch_t 0.234 (0.256)] [data_t 0.007] [optim_t 0.227] [lr 0.000275] [CE 3.820 (4.027)] [KD 2.381 (2.421)] 2024-10-14 21:40:45,686 - Train: 81.44% [1018850/1251000] [814.4/1000.0] [batch_t 0.223 (0.249)] [data_t 0.006] [optim_t 0.217] [lr 0.000275] [CE 4.057 (3.979)] [KD 2.496 (2.396)] 2024-10-14 21:40:58,126 - Train: 81.45% [1018900/1251000] [814.5/1000.0] [batch_t 0.254 (0.248)] [data_t 0.007] [optim_t 0.247] [lr 0.000275] [CE 3.834 (4.037)] [KD 2.395 (2.437)] 2024-10-14 21:41:10,494 - Train: 81.45% [1018950/1251000] [814.5/1000.0] [batch_t 0.230 (0.246)] [data_t 0.008] [optim_t 0.222] [lr 0.000275] [CE 4.091 (4.057)] [KD 2.419 (2.447)] 2024-10-14 21:41:22,834 - Train: 81.45% [1019000/1251000] [814.5/1000.0] [batch_t 0.239 (0.247)] [data_t 0.008] [optim_t 0.231] [lr 0.000275] [CE 4.034 (3.943)] [KD 2.451 (2.392)] 2024-10-14 21:41:35,990 - Train: 81.46% [1019050/1251000] [814.6/1000.0] [batch_t 0.237 (0.262)] [data_t 0.006] [optim_t 0.231] [lr 0.000275] [CE 3.784 (4.034)] [KD 2.147 (2.423)] 2024-10-14 21:41:48,112 - Train: 81.46% [1019100/1251000] [814.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.000275] [CE 3.537 (3.980)] [KD 2.306 (2.414)] 2024-10-14 21:42:00,364 - Train: 81.47% [1019150/1251000] [814.7/1000.0] [batch_t 0.251 (0.245)] [data_t 0.010] [optim_t 0.241] [lr 0.000275] [CE 3.959 (3.994)] [KD 2.418 (2.425)] 2024-10-14 21:42:12,723 - Train: 81.47% [1019200/1251000] [814.7/1000.0] [batch_t 0.233 (0.247)] [data_t 0.010] [optim_t 0.222] [lr 0.000275] [CE 3.609 (4.040)] [KD 2.184 (2.413)] 2024-10-14 21:42:25,165 - Train: 81.47% [1019250/1251000] [814.7/1000.0] [batch_t 0.228 (0.249)] [data_t 0.010] [optim_t 0.217] [lr 0.000274] [CE 3.882 (3.998)] [KD 2.301 (2.394)] 2024-10-14 21:42:37,472 - Train: 81.48% [1019300/1251000] [814.8/1000.0] [batch_t 0.248 (0.246)] [data_t 0.007] [optim_t 0.241] [lr 0.000274] [CE 4.024 (3.958)] [KD 2.405 (2.385)] 2024-10-14 21:42:49,950 - Train: 81.48% [1019350/1251000] [814.8/1000.0] [batch_t 0.251 (0.249)] [data_t 0.009] [optim_t 0.242] [lr 0.000274] [CE 3.664 (4.010)] [KD 2.176 (2.433)] 2024-10-14 21:43:02,499 - Train: 81.49% [1019400/1251000] [814.9/1000.0] [batch_t 0.230 (0.251)] [data_t 0.008] [optim_t 0.221] [lr 0.000274] [CE 3.939 (4.018)] [KD 2.477 (2.460)] 2024-10-14 21:43:14,941 - Train: 81.49% [1019450/1251000] [814.9/1000.0] [batch_t 0.542 (0.249)] [data_t 0.008] [optim_t 0.534] [lr 0.000274] [CE 3.564 (4.096)] [KD 2.179 (2.471)] 2024-10-14 21:43:27,186 - Train: 81.49% [1019500/1251000] [814.9/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.000274] [CE 3.782 (4.017)] [KD 2.279 (2.428)] 2024-10-14 21:43:39,255 - Train: 81.50% [1019550/1251000] [815.0/1000.0] [batch_t 0.251 (0.241)] [data_t 0.030] [optim_t 0.221] [lr 0.000274] [CE 3.318 (4.041)] [KD 1.951 (2.455)] 2024-10-14 21:43:52,881 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.197)] [top1_cnt 39751] [top5_cnt 47307] [top_all 50000] 2024-10-14 21:43:52,882 - net: 79.502 (94.614) 2024-10-14 21:44:03,340 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.192)] [top1_cnt 40533] [top5_cnt 47663] [top_all 50000] 2024-10-14 21:44:03,341 - net_E: 81.066 (95.326) 2024-10-14 21:44:03,594 - Max [top1: 79.652 (epoch: 810)] [top1-ema: 81.098 (epoch: 810)] 2024-10-14 21:44:03,603 - ==> Total time: 3 days, 1:05:56 Eta: 16:35:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:44:17,611 - Train: 81.50% [1019600/1251000] [815.0/1000.0] [batch_t 0.244 (0.268)] [data_t 0.010] [optim_t 0.235] [lr 0.000274] [CE 3.560 (3.975)] [KD 2.169 (2.402)] 2024-10-14 21:44:30,007 - Train: 81.51% [1019650/1251000] [815.1/1000.0] [batch_t 0.235 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.000274] [CE 4.061 (4.046)] [KD 2.604 (2.413)] 2024-10-14 21:44:42,549 - Train: 81.51% [1019700/1251000] [815.1/1000.0] [batch_t 0.243 (0.251)] [data_t 0.011] [optim_t 0.233] [lr 0.000274] [CE 3.507 (4.035)] [KD 2.146 (2.407)] 2024-10-14 21:44:55,383 - Train: 81.51% [1019750/1251000] [815.1/1000.0] [batch_t 0.231 (0.257)] [data_t 0.007] [optim_t 0.224] [lr 0.000273] [CE 3.328 (4.012)] [KD 1.932 (2.391)] 2024-10-14 21:45:07,652 - Train: 81.52% [1019800/1251000] [815.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.000273] [CE 3.388 (3.982)] [KD 1.966 (2.406)] 2024-10-14 21:45:19,850 - Train: 81.52% [1019850/1251000] [815.2/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.000273] [CE 4.112 (4.015)] [KD 2.471 (2.434)] 2024-10-14 21:45:32,323 - Train: 81.53% [1019900/1251000] [815.3/1000.0] [batch_t 0.225 (0.249)] [data_t 0.008] [optim_t 0.217] [lr 0.000273] [CE 3.946 (4.021)] [KD 2.500 (2.411)] 2024-10-14 21:45:44,779 - Train: 81.53% [1019950/1251000] [815.3/1000.0] [batch_t 0.232 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.000273] [CE 3.720 (3.930)] [KD 2.211 (2.368)] 2024-10-14 21:45:56,832 - Train: 81.53% [1020000/1251000] [815.3/1000.0] [batch_t 0.239 (0.241)] [data_t 0.010] [optim_t 0.228] [lr 0.000273] [CE 4.365 (4.058)] [KD 2.656 (2.452)] 2024-10-14 21:46:09,527 - Train: 81.54% [1020050/1251000] [815.4/1000.0] [batch_t 0.236 (0.254)] [data_t 0.008] [optim_t 0.228] [lr 0.000273] [CE 3.672 (3.942)] [KD 2.272 (2.372)] 2024-10-14 21:46:21,808 - Train: 81.54% [1020100/1251000] [815.4/1000.0] [batch_t 0.242 (0.245)] [data_t 0.008] [optim_t 0.234] [lr 0.000273] [CE 4.089 (4.040)] [KD 2.612 (2.431)] 2024-10-14 21:46:34,086 - Train: 81.55% [1020150/1251000] [815.5/1000.0] [batch_t 0.248 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.000273] [CE 3.906 (4.043)] [KD 2.452 (2.428)] 2024-10-14 21:46:45,979 - Train: 81.55% [1020200/1251000] [815.5/1000.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.000273] [CE 3.850 (4.013)] [KD 2.264 (2.395)] 2024-10-14 21:46:58,694 - Train: 81.55% [1020250/1251000] [815.5/1000.0] [batch_t 0.243 (0.254)] [data_t 0.006] [optim_t 0.237] [lr 0.000272] [CE 4.392 (4.008)] [KD 2.596 (2.425)] 2024-10-14 21:47:11,179 - Train: 81.56% [1020300/1251000] [815.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.008] [optim_t 0.228] [lr 0.000272] [CE 3.776 (3.976)] [KD 2.230 (2.389)] 2024-10-14 21:47:23,377 - Train: 81.56% [1020350/1251000] [815.6/1000.0] [batch_t 0.236 (0.244)] [data_t 0.008] [optim_t 0.227] [lr 0.000272] [CE 3.741 (4.052)] [KD 2.313 (2.429)] 2024-10-14 21:47:35,990 - Train: 81.57% [1020400/1251000] [815.7/1000.0] [batch_t 0.238 (0.252)] [data_t 0.008] [optim_t 0.230] [lr 0.000272] [CE 3.913 (3.986)] [KD 2.405 (2.417)] 2024-10-14 21:47:48,419 - Train: 81.57% [1020450/1251000] [815.7/1000.0] [batch_t 0.234 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.000272] [CE 3.888 (3.913)] [KD 2.346 (2.335)] 2024-10-14 21:48:00,494 - Train: 81.57% [1020500/1251000] [815.7/1000.0] [batch_t 0.244 (0.241)] [data_t 0.006] [optim_t 0.237] [lr 0.000272] [CE 4.093 (4.035)] [KD 2.595 (2.426)] 2024-10-14 21:48:13,432 - Train: 81.58% [1020550/1251000] [815.8/1000.0] [batch_t 0.230 (0.259)] [data_t 0.007] [optim_t 0.223] [lr 0.000272] [CE 3.390 (3.911)] [KD 2.144 (2.376)] 2024-10-14 21:48:25,857 - Train: 81.58% [1020600/1251000] [815.8/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000272] [CE 3.910 (3.986)] [KD 2.285 (2.407)] 2024-10-14 21:48:38,116 - Train: 81.59% [1020650/1251000] [815.9/1000.0] [batch_t 0.246 (0.245)] [data_t 0.006] [optim_t 0.240] [lr 0.000272] [CE 3.693 (4.044)] [KD 2.140 (2.426)] 2024-10-14 21:48:50,789 - Train: 81.59% [1020700/1251000] [815.9/1000.0] [batch_t 0.244 (0.253)] [data_t 0.007] [optim_t 0.237] [lr 0.000272] [CE 4.332 (4.056)] [KD 2.528 (2.448)] 2024-10-14 21:49:02,983 - Train: 81.59% [1020750/1251000] [815.9/1000.0] [batch_t 0.242 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.000271] [CE 4.173 (3.945)] [KD 2.686 (2.389)] 2024-10-14 21:49:14,935 - Train: 81.60% [1020800/1251000] [816.0/1000.0] [batch_t 0.229 (0.239)] [data_t 0.006] [optim_t 0.223] [lr 0.000271] [CE 3.975 (3.997)] [KD 2.414 (2.414)] 2024-10-14 21:49:27,671 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.173)] [top1_cnt 39798] [top5_cnt 47361] [top_all 50000] 2024-10-14 21:49:27,672 - net: 79.596 (94.722) 2024-10-14 21:49:37,130 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 40555] [top5_cnt 47685] [top_all 50000] 2024-10-14 21:49:37,131 - net_E: 81.110 (95.370) 2024-10-14 21:49:37,341 - Max [top1: 79.652 (epoch: 810)] [top1-ema: 81.110 (epoch: 816)] 2024-10-14 21:49:37,342 - ==> Total time: 3 days, 1:11:30 Eta: 16:30:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:49:58,977 - Train: 81.60% [1020850/1251000] [816.0/1000.0] [batch_t 0.217 (0.269)] [data_t 0.008] [optim_t 0.209] [lr 0.000271] [CE 3.724 (3.946)] [KD 2.335 (2.407)] 2024-10-14 21:50:11,283 - Train: 81.61% [1020900/1251000] [816.1/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.000271] [CE 4.828 (3.997)] [KD 2.677 (2.392)] 2024-10-14 21:50:23,891 - Train: 81.61% [1020950/1251000] [816.1/1000.0] [batch_t 0.256 (0.252)] [data_t 0.010] [optim_t 0.246] [lr 0.000271] [CE 3.984 (3.983)] [KD 2.479 (2.387)] 2024-10-14 21:50:36,396 - Train: 81.61% [1021000/1251000] [816.1/1000.0] [batch_t 0.244 (0.250)] [data_t 0.007] [optim_t 0.238] [lr 0.000271] [CE 3.998 (3.996)] [KD 2.326 (2.407)] 2024-10-14 21:50:48,217 - Train: 81.62% [1021050/1251000] [816.2/1000.0] [batch_t 0.252 (0.236)] [data_t 0.010] [optim_t 0.242] [lr 0.000271] [CE 3.955 (3.942)] [KD 2.373 (2.381)] 2024-10-14 21:51:00,306 - Train: 81.62% [1021100/1251000] [816.2/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.000271] [CE 4.034 (4.049)] [KD 2.317 (2.460)] 2024-10-14 21:51:13,740 - Train: 81.63% [1021150/1251000] [816.3/1000.0] [batch_t 0.233 (0.268)] [data_t 0.010] [optim_t 0.222] [lr 0.000271] [CE 4.025 (4.050)] [KD 2.642 (2.448)] 2024-10-14 21:51:25,911 - Train: 81.63% [1021200/1251000] [816.3/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.000270] [CE 3.783 (3.904)] [KD 2.361 (2.375)] 2024-10-14 21:51:38,248 - Train: 81.63% [1021250/1251000] [816.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000270] [CE 4.672 (3.955)] [KD 2.988 (2.388)] 2024-10-14 21:51:51,333 - Train: 81.64% [1021300/1251000] [816.4/1000.0] [batch_t 0.235 (0.261)] [data_t 0.006] [optim_t 0.228] [lr 0.000270] [CE 4.152 (4.026)] [KD 2.399 (2.400)] 2024-10-14 21:52:03,911 - Train: 81.64% [1021350/1251000] [816.4/1000.0] [batch_t 0.254 (0.251)] [data_t 0.010] [optim_t 0.244] [lr 0.000270] [CE 3.798 (4.070)] [KD 2.369 (2.471)] 2024-10-14 21:52:15,863 - Train: 81.65% [1021400/1251000] [816.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.231] [lr 0.000270] [CE 3.640 (3.953)] [KD 2.222 (2.355)] 2024-10-14 21:52:28,627 - Train: 81.65% [1021450/1251000] [816.5/1000.0] [batch_t 0.240 (0.255)] [data_t 0.010] [optim_t 0.230] [lr 0.000270] [CE 4.238 (3.962)] [KD 2.540 (2.361)] 2024-10-14 21:52:41,141 - Train: 81.65% [1021500/1251000] [816.5/1000.0] [batch_t 0.229 (0.250)] [data_t 0.009] [optim_t 0.219] [lr 0.000270] [CE 3.845 (3.985)] [KD 2.272 (2.416)] 2024-10-14 21:52:53,727 - Train: 81.66% [1021550/1251000] [816.6/1000.0] [batch_t 0.238 (0.252)] [data_t 0.010] [optim_t 0.228] [lr 0.000270] [CE 3.537 (4.045)] [KD 2.309 (2.427)] 2024-10-14 21:53:06,321 - Train: 81.66% [1021600/1251000] [816.6/1000.0] [batch_t 0.228 (0.252)] [data_t 0.011] [optim_t 0.217] [lr 0.000270] [CE 4.398 (4.025)] [KD 2.569 (2.439)] 2024-10-14 21:53:18,371 - Train: 81.67% [1021650/1251000] [816.7/1000.0] [batch_t 0.262 (0.241)] [data_t 0.007] [optim_t 0.254] [lr 0.000270] [CE 3.848 (4.028)] [KD 2.346 (2.456)] 2024-10-14 21:53:30,755 - Train: 81.67% [1021700/1251000] [816.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.008] [optim_t 0.229] [lr 0.000269] [CE 3.940 (4.025)] [KD 2.370 (2.419)] 2024-10-14 21:53:43,848 - Train: 81.67% [1021750/1251000] [816.7/1000.0] [batch_t 0.233 (0.262)] [data_t 0.009] [optim_t 0.224] [lr 0.000269] [CE 3.943 (3.961)] [KD 2.347 (2.387)] 2024-10-14 21:53:56,282 - Train: 81.68% [1021800/1251000] [816.8/1000.0] [batch_t 0.255 (0.248)] [data_t 0.008] [optim_t 0.246] [lr 0.000269] [CE 3.974 (4.026)] [KD 2.319 (2.440)] 2024-10-14 21:54:08,344 - Train: 81.68% [1021850/1251000] [816.8/1000.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000269] [CE 3.905 (4.072)] [KD 2.530 (2.449)] 2024-10-14 21:54:21,155 - Train: 81.69% [1021900/1251000] [816.9/1000.0] [batch_t 0.248 (0.256)] [data_t 0.007] [optim_t 0.242] [lr 0.000269] [CE 4.608 (3.977)] [KD 2.963 (2.410)] 2024-10-14 21:54:34,023 - Train: 81.69% [1021950/1251000] [816.9/1000.0] [batch_t 0.256 (0.257)] [data_t 0.007] [optim_t 0.249] [lr 0.000269] [CE 4.305 (4.035)] [KD 2.642 (2.434)] 2024-10-14 21:54:46,048 - Train: 81.69% [1022000/1251000] [816.9/1000.0] [batch_t 0.233 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.000269] [CE 4.041 (4.060)] [KD 2.377 (2.445)] 2024-10-14 21:54:58,989 - Train: 81.70% [1022050/1251000] [817.0/1000.0] [batch_t 0.225 (0.259)] [data_t 0.007] [optim_t 0.218] [lr 0.000269] [CE 4.516 (4.070)] [KD 2.676 (2.427)] 2024-10-14 21:55:11,978 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 39756] [top5_cnt 47422] [top_all 50000] 2024-10-14 21:55:11,979 - net: 79.512 (94.844) 2024-10-14 21:55:21,535 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 40531] [top5_cnt 47676] [top_all 50000] 2024-10-14 21:55:21,535 - net_E: 81.062 (95.352) 2024-10-14 21:55:21,732 - Max [top1: 79.652 (epoch: 810)] [top1-ema: 81.110 (epoch: 816)] 2024-10-14 21:55:21,733 - ==> Total time: 3 days, 1:17:14 Eta: 16:24:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 21:55:33,990 - Train: 81.70% [1022100/1251000] [817.0/1000.0] [batch_t 0.244 (0.267)] [data_t 0.007] [optim_t 0.236] [lr 0.000269] [CE 4.087 (3.882)] [KD 2.448 (2.323)] 2024-10-14 21:55:46,233 - Train: 81.71% [1022150/1251000] [817.1/1000.0] [batch_t 0.242 (0.245)] [data_t 0.010] [optim_t 0.233] [lr 0.000269] [CE 4.119 (4.025)] [KD 2.580 (2.403)] 2024-10-14 21:55:58,666 - Train: 81.71% [1022200/1251000] [817.1/1000.0] [batch_t 0.248 (0.248)] [data_t 0.010] [optim_t 0.238] [lr 0.000268] [CE 4.175 (4.063)] [KD 2.305 (2.418)] 2024-10-14 21:56:11,021 - Train: 81.71% [1022250/1251000] [817.1/1000.0] [batch_t 0.239 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.000268] [CE 3.616 (3.942)] [KD 2.274 (2.359)] 2024-10-14 21:56:23,182 - Train: 81.72% [1022300/1251000] [817.2/1000.0] [batch_t 0.266 (0.243)] [data_t 0.008] [optim_t 0.258] [lr 0.000268] [CE 4.264 (3.988)] [KD 2.573 (2.401)] 2024-10-14 21:56:35,574 - Train: 81.72% [1022350/1251000] [817.2/1000.0] [batch_t 0.248 (0.248)] [data_t 0.011] [optim_t 0.237] [lr 0.000268] [CE 4.050 (3.969)] [KD 2.397 (2.373)] 2024-10-14 21:56:47,821 - Train: 81.73% [1022400/1251000] [817.3/1000.0] [batch_t 0.224 (0.245)] [data_t 0.007] [optim_t 0.217] [lr 0.000268] [CE 3.917 (4.020)] [KD 2.215 (2.405)] 2024-10-14 21:57:00,514 - Train: 81.73% [1022450/1251000] [817.3/1000.0] [batch_t 0.241 (0.254)] [data_t 0.008] [optim_t 0.234] [lr 0.000268] [CE 4.306 (4.006)] [KD 2.446 (2.400)] 2024-10-14 21:57:12,488 - Train: 81.73% [1022500/1251000] [817.3/1000.0] [batch_t 0.248 (0.239)] [data_t 0.010] [optim_t 0.238] [lr 0.000268] [CE 3.850 (4.008)] [KD 2.545 (2.425)] 2024-10-14 21:57:24,497 - Train: 81.74% [1022550/1251000] [817.4/1000.0] [batch_t 0.230 (0.240)] [data_t 0.006] [optim_t 0.223] [lr 0.000268] [CE 3.683 (4.023)] [KD 2.178 (2.418)] 2024-10-14 21:57:36,961 - Train: 81.74% [1022600/1251000] [817.4/1000.0] [batch_t 0.255 (0.249)] [data_t 0.010] [optim_t 0.245] [lr 0.000268] [CE 3.886 (3.975)] [KD 2.352 (2.395)] 2024-10-14 21:57:49,602 - Train: 81.75% [1022650/1251000] [817.5/1000.0] [batch_t 0.232 (0.253)] [data_t 0.010] [optim_t 0.223] [lr 0.000268] [CE 3.677 (3.923)] [KD 2.173 (2.346)] 2024-10-14 21:58:01,717 - Train: 81.75% [1022700/1251000] [817.5/1000.0] [batch_t 0.250 (0.242)] [data_t 0.008] [optim_t 0.242] [lr 0.000267] [CE 3.696 (4.038)] [KD 2.320 (2.425)] 2024-10-14 21:58:14,250 - Train: 81.75% [1022750/1251000] [817.5/1000.0] [batch_t 0.222 (0.250)] [data_t 0.010] [optim_t 0.212] [lr 0.000267] [CE 4.323 (4.010)] [KD 2.487 (2.394)] 2024-10-14 21:58:26,304 - Train: 81.76% [1022800/1251000] [817.6/1000.0] [batch_t 0.234 (0.241)] [data_t 0.006] [optim_t 0.227] [lr 0.000267] [CE 4.227 (3.985)] [KD 2.416 (2.395)] 2024-10-14 21:58:38,532 - Train: 81.76% [1022850/1251000] [817.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.000267] [CE 4.598 (4.040)] [KD 2.555 (2.441)] 2024-10-14 21:58:50,864 - Train: 81.77% [1022900/1251000] [817.7/1000.0] [batch_t 0.228 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.000267] [CE 3.872 (3.982)] [KD 2.450 (2.382)] 2024-10-14 21:59:03,682 - Train: 81.77% [1022950/1251000] [817.7/1000.0] [batch_t 0.233 (0.256)] [data_t 0.007] [optim_t 0.226] [lr 0.000267] [CE 4.366 (4.082)] [KD 2.519 (2.459)] 2024-10-14 21:59:15,770 - Train: 81.77% [1023000/1251000] [817.7/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.000267] [CE 4.144 (3.978)] [KD 2.314 (2.395)] 2024-10-14 21:59:28,533 - Train: 81.78% [1023050/1251000] [817.8/1000.0] [batch_t 0.247 (0.255)] [data_t 0.007] [optim_t 0.240] [lr 0.000267] [CE 4.198 (4.046)] [KD 2.496 (2.415)] 2024-10-14 21:59:41,075 - Train: 81.78% [1023100/1251000] [817.8/1000.0] [batch_t 0.246 (0.251)] [data_t 0.010] [optim_t 0.236] [lr 0.000267] [CE 3.755 (4.026)] [KD 2.339 (2.418)] 2024-10-14 21:59:52,949 - Train: 81.79% [1023150/1251000] [817.9/1000.0] [batch_t 0.230 (0.237)] [data_t 0.008] [optim_t 0.222] [lr 0.000267] [CE 3.509 (4.020)] [KD 2.273 (2.412)] 2024-10-14 22:00:05,916 - Train: 81.79% [1023200/1251000] [817.9/1000.0] [batch_t 0.239 (0.259)] [data_t 0.008] [optim_t 0.231] [lr 0.000266] [CE 4.692 (4.024)] [KD 2.730 (2.435)] 2024-10-14 22:00:18,962 - Train: 81.79% [1023250/1251000] [817.9/1000.0] [batch_t 0.233 (0.261)] [data_t 0.010] [optim_t 0.224] [lr 0.000266] [CE 4.066 (4.048)] [KD 2.553 (2.437)] 2024-10-14 22:00:31,133 - Train: 81.80% [1023300/1251000] [818.0/1000.0] [batch_t 0.249 (0.243)] [data_t 0.007] [optim_t 0.241] [lr 0.000266] [CE 3.280 (3.999)] [KD 2.034 (2.408)] 2024-10-14 22:00:44,709 - Test (net): 100.00% [50/50] [batch_t 0.195 (0.180)] [top1_cnt 39781] [top5_cnt 47404] [top_all 50000] 2024-10-14 22:00:44,710 - net: 79.562 (94.808) 2024-10-14 22:00:54,223 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 40529] [top5_cnt 47687] [top_all 50000] 2024-10-14 22:00:54,224 - net_E: 81.058 (95.374) 2024-10-14 22:00:54,454 - Max [top1: 79.652 (epoch: 810)] [top1-ema: 81.110 (epoch: 816)] 2024-10-14 22:00:54,454 - ==> Total time: 3 days, 1:22:47 Eta: 16:19:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:01:06,350 - Train: 81.80% [1023350/1251000] [818.0/1000.0] [batch_t 0.224 (0.264)] [data_t 0.009] [optim_t 0.215] [lr 0.000266] [CE 3.680 (4.131)] [KD 2.138 (2.450)] 2024-10-14 22:01:18,706 - Train: 81.81% [1023400/1251000] [818.1/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000266] [CE 4.339 (3.986)] [KD 2.579 (2.395)] 2024-10-14 22:01:31,561 - Train: 81.81% [1023450/1251000] [818.1/1000.0] [batch_t 0.237 (0.257)] [data_t 0.008] [optim_t 0.229] [lr 0.000266] [CE 3.629 (3.950)] [KD 2.195 (2.361)] 2024-10-14 22:01:43,988 - Train: 81.81% [1023500/1251000] [818.1/1000.0] [batch_t 0.243 (0.248)] [data_t 0.007] [optim_t 0.236] [lr 0.000266] [CE 4.103 (4.041)] [KD 2.656 (2.413)] 2024-10-14 22:01:56,086 - Train: 81.82% [1023550/1251000] [818.2/1000.0] [batch_t 0.240 (0.242)] [data_t 0.006] [optim_t 0.234] [lr 0.000266] [CE 4.159 (4.015)] [KD 2.489 (2.412)] 2024-10-14 22:02:08,578 - Train: 81.82% [1023600/1251000] [818.2/1000.0] [batch_t 0.248 (0.250)] [data_t 0.009] [optim_t 0.239] [lr 0.000266] [CE 4.041 (4.042)] [KD 2.280 (2.432)] 2024-10-14 22:02:21,384 - Train: 81.83% [1023650/1251000] [818.3/1000.0] [batch_t 0.241 (0.256)] [data_t 0.008] [optim_t 0.234] [lr 0.000266] [CE 4.482 (4.001)] [KD 2.632 (2.376)] 2024-10-14 22:02:34,245 - Train: 81.83% [1023700/1251000] [818.3/1000.0] [batch_t 0.233 (0.257)] [data_t 0.006] [optim_t 0.227] [lr 0.000265] [CE 4.096 (3.963)] [KD 2.469 (2.372)] 2024-10-14 22:02:46,747 - Train: 81.83% [1023750/1251000] [818.3/1000.0] [batch_t 0.228 (0.250)] [data_t 0.006] [optim_t 0.222] [lr 0.000265] [CE 4.464 (3.974)] [KD 2.771 (2.397)] 2024-10-14 22:02:58,866 - Train: 81.84% [1023800/1251000] [818.4/1000.0] [batch_t 0.251 (0.242)] [data_t 0.007] [optim_t 0.244] [lr 0.000265] [CE 4.220 (4.033)] [KD 2.577 (2.431)] 2024-10-14 22:03:11,714 - Train: 81.84% [1023850/1251000] [818.4/1000.0] [batch_t 0.232 (0.257)] [data_t 0.010] [optim_t 0.222] [lr 0.000265] [CE 4.327 (4.053)] [KD 2.837 (2.430)] 2024-10-14 22:03:24,351 - Train: 81.85% [1023900/1251000] [818.5/1000.0] [batch_t 0.251 (0.253)] [data_t 0.010] [optim_t 0.240] [lr 0.000265] [CE 3.649 (4.025)] [KD 2.378 (2.407)] 2024-10-14 22:03:36,738 - Train: 81.85% [1023950/1251000] [818.5/1000.0] [batch_t 0.262 (0.248)] [data_t 0.010] [optim_t 0.253] [lr 0.000265] [CE 4.415 (4.001)] [KD 2.743 (2.397)] 2024-10-14 22:03:48,916 - Train: 81.85% [1024000/1251000] [818.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000265] [CE 3.504 (3.951)] [KD 2.171 (2.397)] 2024-10-14 22:04:01,880 - Train: 81.86% [1024050/1251000] [818.6/1000.0] [batch_t 0.240 (0.259)] [data_t 0.008] [optim_t 0.232] [lr 0.000265] [CE 4.384 (4.022)] [KD 2.573 (2.417)] 2024-10-14 22:04:14,266 - Train: 81.86% [1024100/1251000] [818.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.010] [optim_t 0.226] [lr 0.000265] [CE 4.260 (4.087)] [KD 2.423 (2.439)] 2024-10-14 22:04:26,250 - Train: 81.87% [1024150/1251000] [818.7/1000.0] [batch_t 0.265 (0.240)] [data_t 0.007] [optim_t 0.258] [lr 0.000265] [CE 3.741 (3.944)] [KD 2.302 (2.362)] 2024-10-14 22:04:38,612 - Train: 81.87% [1024200/1251000] [818.7/1000.0] [batch_t 0.233 (0.247)] [data_t 0.007] [optim_t 0.226] [lr 0.000264] [CE 4.256 (4.054)] [KD 2.584 (2.444)] 2024-10-14 22:04:51,666 - Train: 81.87% [1024250/1251000] [818.7/1000.0] [batch_t 0.229 (0.261)] [data_t 0.007] [optim_t 0.222] [lr 0.000264] [CE 3.960 (4.025)] [KD 2.307 (2.395)] 2024-10-14 22:05:03,877 - Train: 81.88% [1024300/1251000] [818.8/1000.0] [batch_t 0.244 (0.244)] [data_t 0.010] [optim_t 0.234] [lr 0.000264] [CE 4.240 (3.949)] [KD 2.517 (2.346)] 2024-10-14 22:05:16,359 - Train: 81.88% [1024350/1251000] [818.8/1000.0] [batch_t 0.229 (0.249)] [data_t 0.010] [optim_t 0.219] [lr 0.000264] [CE 3.928 (4.022)] [KD 2.281 (2.417)] 2024-10-14 22:05:28,897 - Train: 81.89% [1024400/1251000] [818.9/1000.0] [batch_t 0.555 (0.251)] [data_t 0.008] [optim_t 0.548] [lr 0.000264] [CE 4.125 (4.008)] [KD 2.477 (2.401)] 2024-10-14 22:05:41,454 - Train: 81.89% [1024450/1251000] [818.9/1000.0] [batch_t 0.232 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.000264] [CE 3.754 (3.999)] [KD 2.223 (2.404)] 2024-10-14 22:05:53,914 - Train: 81.89% [1024500/1251000] [818.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.011] [optim_t 0.224] [lr 0.000264] [CE 3.818 (4.016)] [KD 2.246 (2.421)] 2024-10-14 22:06:06,673 - Train: 81.90% [1024550/1251000] [819.0/1000.0] [batch_t 0.233 (0.255)] [data_t 0.008] [optim_t 0.225] [lr 0.000264] [CE 4.232 (3.981)] [KD 2.474 (2.393)] 2024-10-14 22:06:21,706 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.202)] [top1_cnt 39872] [top5_cnt 47360] [top_all 50000] 2024-10-14 22:06:21,706 - net: 79.744 (94.720) 2024-10-14 22:06:31,681 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.182)] [top1_cnt 40536] [top5_cnt 47703] [top_all 50000] 2024-10-14 22:06:31,682 - net_E: 81.072 (95.406) 2024-10-14 22:06:31,930 - Max [top1: 79.744 (epoch: 819)] [top1-ema: 81.110 (epoch: 816)] 2024-10-14 22:06:31,931 - ==> Total time: 3 days, 1:28:24 Eta: 16:14:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:06:53,104 - Train: 81.90% [1024600/1251000] [819.0/1000.0] [batch_t 0.220 (0.257)] [data_t 0.010] [optim_t 0.210] [lr 0.000264] [CE 3.370 (3.924)] [KD 2.083 (2.341)] 2024-10-14 22:07:06,090 - Train: 81.91% [1024650/1251000] [819.1/1000.0] [batch_t 0.240 (0.259)] [data_t 0.007] [optim_t 0.233] [lr 0.000264] [CE 4.246 (3.940)] [KD 2.422 (2.357)] 2024-10-14 22:07:18,109 - Train: 81.91% [1024700/1251000] [819.1/1000.0] [batch_t 0.238 (0.240)] [data_t 0.011] [optim_t 0.227] [lr 0.000263] [CE 4.233 (4.041)] [KD 2.518 (2.431)] 2024-10-14 22:07:30,180 - Train: 81.91% [1024750/1251000] [819.1/1000.0] [batch_t 0.254 (0.241)] [data_t 0.008] [optim_t 0.246] [lr 0.000263] [CE 3.917 (4.010)] [KD 2.233 (2.393)] 2024-10-14 22:07:42,724 - Train: 81.92% [1024800/1251000] [819.2/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.000263] [CE 4.339 (3.980)] [KD 2.675 (2.373)] 2024-10-14 22:07:54,999 - Train: 81.92% [1024850/1251000] [819.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.011] [optim_t 0.224] [lr 0.000263] [CE 3.775 (4.029)] [KD 2.218 (2.409)] 2024-10-14 22:08:07,062 - Train: 81.93% [1024900/1251000] [819.3/1000.0] [batch_t 0.261 (0.241)] [data_t 0.007] [optim_t 0.254] [lr 0.000263] [CE 4.280 (3.958)] [KD 2.552 (2.369)] 2024-10-14 22:08:20,041 - Train: 81.93% [1024950/1251000] [819.3/1000.0] [batch_t 0.237 (0.259)] [data_t 0.010] [optim_t 0.227] [lr 0.000263] [CE 4.288 (3.907)] [KD 2.522 (2.337)] 2024-10-14 22:08:32,331 - Train: 81.93% [1025000/1251000] [819.3/1000.0] [batch_t 0.250 (0.246)] [data_t 0.008] [optim_t 0.242] [lr 0.000263] [CE 3.758 (4.060)] [KD 2.246 (2.428)] 2024-10-14 22:08:44,470 - Train: 81.94% [1025050/1251000] [819.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000263] [CE 3.481 (3.969)] [KD 2.231 (2.372)] 2024-10-14 22:08:56,793 - Train: 81.94% [1025100/1251000] [819.4/1000.0] [batch_t 0.218 (0.246)] [data_t 0.006] [optim_t 0.212] [lr 0.000263] [CE 3.999 (4.034)] [KD 2.311 (2.427)] 2024-10-14 22:09:09,527 - Train: 81.95% [1025150/1251000] [819.5/1000.0] [batch_t 0.229 (0.254)] [data_t 0.007] [optim_t 0.222] [lr 0.000263] [CE 4.469 (4.035)] [KD 2.554 (2.423)] 2024-10-14 22:09:21,538 - Train: 81.95% [1025200/1251000] [819.5/1000.0] [batch_t 0.249 (0.240)] [data_t 0.009] [optim_t 0.241] [lr 0.000262] [CE 4.144 (3.931)] [KD 2.448 (2.349)] 2024-10-14 22:09:34,097 - Train: 81.95% [1025250/1251000] [819.5/1000.0] [batch_t 0.440 (0.251)] [data_t 0.007] [optim_t 0.433] [lr 0.000262] [CE 4.068 (3.999)] [KD 2.267 (2.405)] 2024-10-14 22:09:46,422 - Train: 81.96% [1025300/1251000] [819.6/1000.0] [batch_t 0.227 (0.246)] [data_t 0.010] [optim_t 0.217] [lr 0.000262] [CE 4.384 (4.019)] [KD 2.483 (2.399)] 2024-10-14 22:09:58,922 - Train: 81.96% [1025350/1251000] [819.6/1000.0] [batch_t 0.243 (0.250)] [data_t 0.008] [optim_t 0.235] [lr 0.000262] [CE 4.056 (3.917)] [KD 2.443 (2.353)] 2024-10-14 22:10:11,109 - Train: 81.97% [1025400/1251000] [819.7/1000.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.000262] [CE 3.942 (4.033)] [KD 2.207 (2.401)] 2024-10-14 22:10:24,265 - Train: 81.97% [1025450/1251000] [819.7/1000.0] [batch_t 0.261 (0.263)] [data_t 0.009] [optim_t 0.252] [lr 0.000262] [CE 4.332 (4.016)] [KD 2.758 (2.400)] 2024-10-14 22:10:36,367 - Train: 81.97% [1025500/1251000] [819.7/1000.0] [batch_t 0.243 (0.242)] [data_t 0.007] [optim_t 0.236] [lr 0.000262] [CE 4.340 (3.971)] [KD 2.573 (2.377)] 2024-10-14 22:10:48,753 - Train: 81.98% [1025550/1251000] [819.8/1000.0] [batch_t 0.251 (0.248)] [data_t 0.007] [optim_t 0.243] [lr 0.000262] [CE 3.743 (4.023)] [KD 2.297 (2.427)] 2024-10-14 22:11:01,350 - Train: 81.98% [1025600/1251000] [819.8/1000.0] [batch_t 0.235 (0.252)] [data_t 0.010] [optim_t 0.225] [lr 0.000262] [CE 3.847 (4.000)] [KD 2.270 (2.411)] 2024-10-14 22:11:13,921 - Train: 81.99% [1025650/1251000] [819.9/1000.0] [batch_t 0.242 (0.251)] [data_t 0.008] [optim_t 0.234] [lr 0.000262] [CE 4.061 (4.049)] [KD 2.290 (2.433)] 2024-10-14 22:11:26,148 - Train: 81.99% [1025700/1251000] [819.9/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000261] [CE 4.229 (4.079)] [KD 2.552 (2.441)] 2024-10-14 22:11:39,131 - Train: 81.99% [1025750/1251000] [819.9/1000.0] [batch_t 0.247 (0.259)] [data_t 0.010] [optim_t 0.237] [lr 0.000261] [CE 4.615 (3.994)] [KD 2.698 (2.394)] 2024-10-14 22:11:51,144 - Train: 82.00% [1025800/1251000] [820.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.000261] [CE 4.143 (4.000)] [KD 2.336 (2.380)] 2024-10-14 22:12:04,533 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 39537] [top5_cnt 47323] [top_all 50000] 2024-10-14 22:12:04,534 - net: 79.074 (94.646) 2024-10-14 22:12:13,716 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.167)] [top1_cnt 40546] [top5_cnt 47705] [top_all 50000] 2024-10-14 22:12:13,717 - net_E: 81.092 (95.410) 2024-10-14 22:12:13,942 - Max [top1: 79.744 (epoch: 819)] [top1-ema: 81.110 (epoch: 816)] 2024-10-14 22:12:13,945 - ==> Total time: 3 days, 1:34:06 Eta: 16:08:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:12:24,968 - Train: 82.00% [1025850/1251000] [820.0/1000.0] [batch_t 0.234 (0.265)] [data_t 0.010] [optim_t 0.224] [lr 0.000261] [CE 3.552 (3.888)] [KD 2.075 (2.334)] 2024-10-14 22:12:37,309 - Train: 82.01% [1025900/1251000] [820.1/1000.0] [batch_t 0.487 (0.247)] [data_t 0.010] [optim_t 0.477] [lr 0.000261] [CE 4.016 (3.976)] [KD 2.333 (2.375)] 2024-10-14 22:12:50,215 - Train: 82.01% [1025950/1251000] [820.1/1000.0] [batch_t 0.236 (0.258)] [data_t 0.010] [optim_t 0.226] [lr 0.000261] [CE 3.571 (3.970)] [KD 2.348 (2.406)] 2024-10-14 22:13:02,265 - Train: 82.01% [1026000/1251000] [820.1/1000.0] [batch_t 0.253 (0.241)] [data_t 0.007] [optim_t 0.246] [lr 0.000261] [CE 3.934 (4.033)] [KD 2.315 (2.367)] 2024-10-14 22:13:15,212 - Train: 82.02% [1026050/1251000] [820.2/1000.0] [batch_t 0.249 (0.259)] [data_t 0.008] [optim_t 0.241] [lr 0.000261] [CE 4.678 (4.049)] [KD 2.909 (2.435)] 2024-10-14 22:13:27,963 - Train: 82.02% [1026100/1251000] [820.2/1000.0] [batch_t 0.265 (0.255)] [data_t 0.006] [optim_t 0.259] [lr 0.000261] [CE 3.973 (3.992)] [KD 2.319 (2.396)] 2024-10-14 22:13:40,521 - Train: 82.03% [1026150/1251000] [820.3/1000.0] [batch_t 0.247 (0.251)] [data_t 0.007] [optim_t 0.240] [lr 0.000261] [CE 4.585 (4.125)] [KD 2.843 (2.462)] 2024-10-14 22:13:52,677 - Train: 82.03% [1026200/1251000] [820.3/1000.0] [batch_t 0.253 (0.243)] [data_t 0.010] [optim_t 0.243] [lr 0.000260] [CE 4.231 (4.051)] [KD 2.444 (2.417)] 2024-10-14 22:14:05,806 - Train: 82.03% [1026250/1251000] [820.3/1000.0] [batch_t 0.258 (0.262)] [data_t 0.008] [optim_t 0.250] [lr 0.000260] [CE 3.792 (4.006)] [KD 2.194 (2.396)] 2024-10-14 22:14:17,739 - Train: 82.04% [1026300/1251000] [820.4/1000.0] [batch_t 0.258 (0.238)] [data_t 0.010] [optim_t 0.247] [lr 0.000260] [CE 3.746 (3.997)] [KD 2.208 (2.384)] 2024-10-14 22:14:30,122 - Train: 82.04% [1026350/1251000] [820.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000260] [CE 4.143 (4.038)] [KD 2.477 (2.402)] 2024-10-14 22:14:42,437 - Train: 82.05% [1026400/1251000] [820.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.000260] [CE 3.715 (3.954)] [KD 2.104 (2.355)] 2024-10-14 22:14:54,696 - Train: 82.05% [1026450/1251000] [820.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000260] [CE 4.507 (3.991)] [KD 2.690 (2.380)] 2024-10-14 22:15:06,974 - Train: 82.05% [1026500/1251000] [820.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.018] [optim_t 0.222] [lr 0.000260] [CE 3.922 (3.974)] [KD 2.254 (2.384)] 2024-10-14 22:15:19,853 - Train: 82.06% [1026550/1251000] [820.6/1000.0] [batch_t 0.226 (0.257)] [data_t 0.009] [optim_t 0.217] [lr 0.000260] [CE 3.905 (4.019)] [KD 2.410 (2.398)] 2024-10-14 22:15:32,296 - Train: 82.06% [1026600/1251000] [820.6/1000.0] [batch_t 0.241 (0.249)] [data_t 0.007] [optim_t 0.234] [lr 0.000260] [CE 4.059 (4.010)] [KD 2.534 (2.413)] 2024-10-14 22:15:44,628 - Train: 82.07% [1026650/1251000] [820.7/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.000260] [CE 4.477 (4.004)] [KD 2.557 (2.371)] 2024-10-14 22:15:57,028 - Train: 82.07% [1026700/1251000] [820.7/1000.0] [batch_t 0.231 (0.248)] [data_t 0.007] [optim_t 0.224] [lr 0.000259] [CE 4.314 (3.969)] [KD 2.565 (2.380)] 2024-10-14 22:16:09,415 - Train: 82.07% [1026750/1251000] [820.7/1000.0] [batch_t 0.234 (0.248)] [data_t 0.008] [optim_t 0.226] [lr 0.000259] [CE 3.492 (3.993)] [KD 2.141 (2.387)] 2024-10-14 22:16:21,384 - Train: 82.08% [1026800/1251000] [820.8/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.000259] [CE 3.784 (3.999)] [KD 2.260 (2.407)] 2024-10-14 22:16:34,283 - Train: 82.08% [1026850/1251000] [820.8/1000.0] [batch_t 0.232 (0.258)] [data_t 0.011] [optim_t 0.221] [lr 0.000259] [CE 3.888 (4.058)] [KD 2.286 (2.425)] 2024-10-14 22:16:46,697 - Train: 82.09% [1026900/1251000] [820.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000259] [CE 3.739 (4.014)] [KD 2.398 (2.418)] 2024-10-14 22:16:59,261 - Train: 82.09% [1026950/1251000] [820.9/1000.0] [batch_t 0.238 (0.251)] [data_t 0.008] [optim_t 0.230] [lr 0.000259] [CE 4.180 (3.998)] [KD 2.492 (2.390)] 2024-10-14 22:17:11,623 - Train: 82.09% [1027000/1251000] [820.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.011] [optim_t 0.226] [lr 0.000259] [CE 3.515 (4.001)] [KD 2.149 (2.396)] 2024-10-14 22:17:23,913 - Train: 82.10% [1027050/1251000] [821.0/1000.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000259] [CE 4.155 (4.057)] [KD 2.659 (2.433)] 2024-10-14 22:17:38,169 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.178)] [top1_cnt 39759] [top5_cnt 47387] [top_all 50000] 2024-10-14 22:17:38,170 - net: 79.518 (94.774) 2024-10-14 22:17:47,351 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 40557] [top5_cnt 47729] [top_all 50000] 2024-10-14 22:17:47,352 - net_E: 81.114 (95.458) 2024-10-14 22:17:47,585 - Max [top1: 79.744 (epoch: 819)] [top1-ema: 81.114 (epoch: 821)] 2024-10-14 22:17:47,586 - ==> Total time: 3 days, 1:39:40 Eta: 16:03:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:18:07,408 - Train: 82.10% [1027100/1251000] [821.0/1000.0] [batch_t 0.257 (0.278)] [data_t 0.008] [optim_t 0.249] [lr 0.000259] [CE 4.003 (4.090)] [KD 2.272 (2.405)] 2024-10-14 22:18:19,999 - Train: 82.11% [1027150/1251000] [821.1/1000.0] [batch_t 0.237 (0.252)] [data_t 0.011] [optim_t 0.226] [lr 0.000259] [CE 3.642 (4.010)] [KD 2.270 (2.398)] 2024-10-14 22:18:33,264 - Train: 82.11% [1027200/1251000] [821.1/1000.0] [batch_t 0.223 (0.265)] [data_t 0.008] [optim_t 0.215] [lr 0.000258] [CE 3.778 (4.028)] [KD 2.153 (2.388)] 2024-10-14 22:18:45,140 - Train: 82.11% [1027250/1251000] [821.1/1000.0] [batch_t 0.240 (0.237)] [data_t 0.007] [optim_t 0.233] [lr 0.000258] [CE 4.595 (4.053)] [KD 2.739 (2.412)] 2024-10-14 22:18:57,386 - Train: 82.12% [1027300/1251000] [821.2/1000.0] [batch_t 0.263 (0.245)] [data_t 0.009] [optim_t 0.254] [lr 0.000258] [CE 3.607 (3.993)] [KD 2.196 (2.394)] 2024-10-14 22:19:09,532 - Train: 82.12% [1027350/1251000] [821.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.232] [lr 0.000258] [CE 4.123 (3.993)] [KD 2.397 (2.395)] 2024-10-14 22:19:22,253 - Train: 82.13% [1027400/1251000] [821.3/1000.0] [batch_t 0.265 (0.254)] [data_t 0.008] [optim_t 0.257] [lr 0.000258] [CE 4.031 (4.026)] [KD 2.413 (2.383)] 2024-10-14 22:19:34,456 - Train: 82.13% [1027450/1251000] [821.3/1000.0] [batch_t 0.250 (0.244)] [data_t 0.008] [optim_t 0.242] [lr 0.000258] [CE 3.622 (3.997)] [KD 2.110 (2.392)] 2024-10-14 22:19:46,761 - Train: 82.13% [1027500/1251000] [821.3/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.000258] [CE 3.652 (3.985)] [KD 2.205 (2.347)] 2024-10-14 22:19:59,329 - Train: 82.14% [1027550/1251000] [821.4/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.000258] [CE 3.518 (3.988)] [KD 2.031 (2.385)] 2024-10-14 22:20:12,469 - Train: 82.14% [1027600/1251000] [821.4/1000.0] [batch_t 0.244 (0.263)] [data_t 0.010] [optim_t 0.234] [lr 0.000258] [CE 3.932 (3.983)] [KD 2.414 (2.372)] 2024-10-14 22:20:24,410 - Train: 82.15% [1027650/1251000] [821.5/1000.0] [batch_t 0.249 (0.239)] [data_t 0.011] [optim_t 0.238] [lr 0.000258] [CE 4.100 (4.008)] [KD 2.432 (2.402)] 2024-10-14 22:20:36,829 - Train: 82.15% [1027700/1251000] [821.5/1000.0] [batch_t 0.249 (0.248)] [data_t 0.009] [optim_t 0.241] [lr 0.000257] [CE 3.903 (3.884)] [KD 2.339 (2.355)] 2024-10-14 22:20:49,099 - Train: 82.15% [1027750/1251000] [821.5/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.000257] [CE 3.051 (4.011)] [KD 1.718 (2.373)] 2024-10-14 22:21:02,004 - Train: 82.16% [1027800/1251000] [821.6/1000.0] [batch_t 0.247 (0.258)] [data_t 0.009] [optim_t 0.237] [lr 0.000257] [CE 4.335 (3.948)] [KD 2.631 (2.354)] 2024-10-14 22:21:14,396 - Train: 82.16% [1027850/1251000] [821.6/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.000257] [CE 4.072 (3.937)] [KD 2.433 (2.339)] 2024-10-14 22:21:26,725 - Train: 82.17% [1027900/1251000] [821.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000257] [CE 3.691 (3.960)] [KD 2.248 (2.373)] 2024-10-14 22:21:38,995 - Train: 82.17% [1027950/1251000] [821.7/1000.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.251] [lr 0.000257] [CE 3.722 (3.961)] [KD 2.271 (2.350)] 2024-10-14 22:21:51,850 - Train: 82.17% [1028000/1251000] [821.7/1000.0] [batch_t 0.252 (0.257)] [data_t 0.011] [optim_t 0.240] [lr 0.000257] [CE 4.220 (3.898)] [KD 2.562 (2.340)] 2024-10-14 22:22:03,635 - Train: 82.18% [1028050/1251000] [821.8/1000.0] [batch_t 0.252 (0.235)] [data_t 0.010] [optim_t 0.243] [lr 0.000257] [CE 3.934 (4.047)] [KD 2.288 (2.416)] 2024-10-14 22:22:15,823 - Train: 82.18% [1028100/1251000] [821.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.010] [optim_t 0.227] [lr 0.000257] [CE 4.426 (4.047)] [KD 2.560 (2.417)] 2024-10-14 22:22:28,173 - Train: 82.19% [1028150/1251000] [821.9/1000.0] [batch_t 0.227 (0.247)] [data_t 0.010] [optim_t 0.217] [lr 0.000257] [CE 4.605 (4.010)] [KD 2.779 (2.403)] 2024-10-14 22:22:41,328 - Train: 82.19% [1028200/1251000] [821.9/1000.0] [batch_t 0.251 (0.263)] [data_t 0.010] [optim_t 0.240] [lr 0.000256] [CE 3.571 (4.061)] [KD 2.158 (2.418)] 2024-10-14 22:22:53,306 - Train: 82.19% [1028250/1251000] [821.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.011] [optim_t 0.223] [lr 0.000256] [CE 3.446 (3.983)] [KD 2.149 (2.369)] 2024-10-14 22:23:05,788 - Train: 82.20% [1028300/1251000] [822.0/1000.0] [batch_t 0.244 (0.249)] [data_t 0.010] [optim_t 0.234] [lr 0.000256] [CE 4.229 (4.027)] [KD 2.517 (2.395)] 2024-10-14 22:23:20,148 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.173)] [top1_cnt 39726] [top5_cnt 47356] [top_all 50000] 2024-10-14 22:23:20,148 - net: 79.452 (94.712) 2024-10-14 22:23:29,802 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.177)] [top1_cnt 40547] [top5_cnt 47700] [top_all 50000] 2024-10-14 22:23:29,803 - net_E: 81.094 (95.400) 2024-10-14 22:23:30,017 - Max [top1: 79.744 (epoch: 819)] [top1-ema: 81.114 (epoch: 821)] 2024-10-14 22:23:30,018 - ==> Total time: 3 days, 1:45:22 Eta: 15:58:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:23:40,742 - Train: 82.20% [1028350/1251000] [822.0/1000.0] [batch_t 0.233 (0.259)] [data_t 0.008] [optim_t 0.225] [lr 0.000256] [CE 3.930 (3.906)] [KD 2.446 (2.310)] 2024-10-14 22:23:53,572 - Train: 82.21% [1028400/1251000] [822.1/1000.0] [batch_t 0.240 (0.256)] [data_t 0.006] [optim_t 0.233] [lr 0.000256] [CE 4.032 (4.033)] [KD 2.480 (2.391)] 2024-10-14 22:24:05,954 - Train: 82.21% [1028450/1251000] [822.1/1000.0] [batch_t 0.250 (0.247)] [data_t 0.010] [optim_t 0.240] [lr 0.000256] [CE 3.948 (3.929)] [KD 2.256 (2.322)] 2024-10-14 22:24:18,413 - Train: 82.21% [1028500/1251000] [822.1/1000.0] [batch_t 0.244 (0.249)] [data_t 0.009] [optim_t 0.235] [lr 0.000256] [CE 3.794 (3.938)] [KD 2.202 (2.327)] 2024-10-14 22:24:30,767 - Train: 82.22% [1028550/1251000] [822.2/1000.0] [batch_t 0.240 (0.247)] [data_t 0.008] [optim_t 0.232] [lr 0.000256] [CE 4.049 (4.034)] [KD 2.344 (2.409)] 2024-10-14 22:24:42,795 - Train: 82.22% [1028600/1251000] [822.2/1000.0] [batch_t 0.254 (0.240)] [data_t 0.008] [optim_t 0.246] [lr 0.000256] [CE 3.784 (4.055)] [KD 2.276 (2.396)] 2024-10-14 22:24:55,066 - Train: 82.23% [1028650/1251000] [822.3/1000.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.000256] [CE 4.156 (4.016)] [KD 2.518 (2.382)] 2024-10-14 22:25:07,955 - Train: 82.23% [1028700/1251000] [822.3/1000.0] [batch_t 0.595 (0.258)] [data_t 0.007] [optim_t 0.589] [lr 0.000255] [CE 3.594 (4.056)] [KD 2.390 (2.421)] 2024-10-14 22:25:20,424 - Train: 82.23% [1028750/1251000] [822.3/1000.0] [batch_t 0.236 (0.249)] [data_t 0.010] [optim_t 0.226] [lr 0.000255] [CE 3.929 (3.975)] [KD 2.319 (2.371)] 2024-10-14 22:25:32,312 - Train: 82.24% [1028800/1251000] [822.4/1000.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.000255] [CE 3.919 (4.003)] [KD 2.402 (2.378)] 2024-10-14 22:25:44,523 - Train: 82.24% [1028850/1251000] [822.4/1000.0] [batch_t 0.249 (0.244)] [data_t 0.007] [optim_t 0.242] [lr 0.000255] [CE 4.016 (4.031)] [KD 2.392 (2.383)] 2024-10-14 22:25:56,712 - Train: 82.25% [1028900/1251000] [822.5/1000.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.000255] [CE 4.479 (3.957)] [KD 2.785 (2.353)] 2024-10-14 22:26:08,982 - Train: 82.25% [1028950/1251000] [822.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000255] [CE 4.080 (4.055)] [KD 2.350 (2.429)] 2024-10-14 22:26:21,085 - Train: 82.25% [1029000/1251000] [822.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.007] [optim_t 0.235] [lr 0.000255] [CE 3.985 (4.043)] [KD 2.339 (2.407)] 2024-10-14 22:26:34,542 - Train: 82.26% [1029050/1251000] [822.6/1000.0] [batch_t 0.239 (0.269)] [data_t 0.009] [optim_t 0.231] [lr 0.000255] [CE 4.370 (3.979)] [KD 2.639 (2.382)] 2024-10-14 22:26:46,421 - Train: 82.26% [1029100/1251000] [822.6/1000.0] [batch_t 0.245 (0.237)] [data_t 0.007] [optim_t 0.238] [lr 0.000255] [CE 3.613 (3.974)] [KD 2.211 (2.370)] 2024-10-14 22:26:58,511 - Train: 82.27% [1029150/1251000] [822.7/1000.0] [batch_t 0.245 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.000255] [CE 4.162 (4.078)] [KD 2.367 (2.412)] 2024-10-14 22:27:10,565 - Train: 82.27% [1029200/1251000] [822.7/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.000254] [CE 3.916 (3.988)] [KD 2.232 (2.368)] 2024-10-14 22:27:23,120 - Train: 82.27% [1029250/1251000] [822.7/1000.0] [batch_t 0.245 (0.251)] [data_t 0.007] [optim_t 0.238] [lr 0.000254] [CE 4.264 (3.930)] [KD 2.528 (2.366)] 2024-10-14 22:27:35,526 - Train: 82.28% [1029300/1251000] [822.8/1000.0] [batch_t 0.238 (0.248)] [data_t 0.011] [optim_t 0.227] [lr 0.000254] [CE 3.962 (3.972)] [KD 2.439 (2.364)] 2024-10-14 22:27:48,021 - Train: 82.28% [1029350/1251000] [822.8/1000.0] [batch_t 0.255 (0.250)] [data_t 0.010] [optim_t 0.245] [lr 0.000254] [CE 3.888 (4.001)] [KD 2.460 (2.398)] 2024-10-14 22:28:00,809 - Train: 82.29% [1029400/1251000] [822.9/1000.0] [batch_t 0.241 (0.256)] [data_t 0.007] [optim_t 0.234] [lr 0.000254] [CE 3.991 (4.029)] [KD 2.480 (2.381)] 2024-10-14 22:28:13,179 - Train: 82.29% [1029450/1251000] [822.9/1000.0] [batch_t 0.244 (0.247)] [data_t 0.007] [optim_t 0.237] [lr 0.000254] [CE 4.118 (4.065)] [KD 2.419 (2.385)] 2024-10-14 22:28:25,280 - Train: 82.29% [1029500/1251000] [822.9/1000.0] [batch_t 0.256 (0.242)] [data_t 0.008] [optim_t 0.248] [lr 0.000254] [CE 4.022 (3.949)] [KD 2.307 (2.362)] 2024-10-14 22:28:37,801 - Train: 82.30% [1029550/1251000] [823.0/1000.0] [batch_t 0.234 (0.250)] [data_t 0.006] [optim_t 0.228] [lr 0.000254] [CE 4.586 (4.017)] [KD 2.563 (2.400)] 2024-10-14 22:28:52,481 - Test (net): 100.00% [50/50] [batch_t 0.566 (0.173)] [top1_cnt 39745] [top5_cnt 47390] [top_all 50000] 2024-10-14 22:28:52,481 - net: 79.490 (94.780) 2024-10-14 22:29:01,267 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.160)] [top1_cnt 40583] [top5_cnt 47718] [top_all 50000] 2024-10-14 22:29:01,268 - net_E: 81.166 (95.436) 2024-10-14 22:29:01,489 - Max [top1: 79.744 (epoch: 819)] [top1-ema: 81.166 (epoch: 823)] 2024-10-14 22:29:01,490 - ==> Total time: 3 days, 1:50:54 Eta: 15:52:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:29:24,236 - Train: 82.30% [1029600/1251000] [823.0/1000.0] [batch_t 0.222 (0.270)] [data_t 0.010] [optim_t 0.213] [lr 0.000254] [CE 4.361 (4.047)] [KD 2.541 (2.398)] 2024-10-14 22:29:36,620 - Train: 82.31% [1029650/1251000] [823.1/1000.0] [batch_t 0.228 (0.247)] [data_t 0.010] [optim_t 0.218] [lr 0.000254] [CE 3.955 (3.994)] [KD 2.251 (2.378)] 2024-10-14 22:29:48,714 - Train: 82.31% [1029700/1251000] [823.1/1000.0] [batch_t 0.239 (0.242)] [data_t 0.010] [optim_t 0.229] [lr 0.000253] [CE 4.141 (4.025)] [KD 2.403 (2.389)] 2024-10-14 22:30:00,729 - Train: 82.31% [1029750/1251000] [823.1/1000.0] [batch_t 0.227 (0.240)] [data_t 0.006] [optim_t 0.221] [lr 0.000253] [CE 4.300 (3.974)] [KD 2.621 (2.373)] 2024-10-14 22:30:13,322 - Train: 82.32% [1029800/1251000] [823.2/1000.0] [batch_t 0.230 (0.252)] [data_t 0.012] [optim_t 0.218] [lr 0.000253] [CE 4.471 (3.971)] [KD 2.704 (2.351)] 2024-10-14 22:30:26,007 - Train: 82.32% [1029850/1251000] [823.2/1000.0] [batch_t 0.235 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000253] [CE 4.284 (3.965)] [KD 2.501 (2.363)] 2024-10-14 22:30:38,181 - Train: 82.33% [1029900/1251000] [823.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.000253] [CE 3.894 (4.023)] [KD 2.115 (2.396)] 2024-10-14 22:30:50,092 - Train: 82.33% [1029950/1251000] [823.3/1000.0] [batch_t 0.245 (0.238)] [data_t 0.007] [optim_t 0.237] [lr 0.000253] [CE 3.684 (4.031)] [KD 2.056 (2.394)] 2024-10-14 22:31:02,259 - Train: 82.33% [1030000/1251000] [823.3/1000.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.000253] [CE 4.209 (3.965)] [KD 2.404 (2.375)] 2024-10-14 22:31:14,581 - Train: 82.34% [1030050/1251000] [823.4/1000.0] [batch_t 0.229 (0.246)] [data_t 0.007] [optim_t 0.222] [lr 0.000253] [CE 4.066 (3.914)] [KD 2.508 (2.351)] 2024-10-14 22:31:27,066 - Train: 82.34% [1030100/1251000] [823.4/1000.0] [batch_t 0.236 (0.250)] [data_t 0.008] [optim_t 0.228] [lr 0.000253] [CE 3.753 (3.938)] [KD 2.145 (2.366)] 2024-10-14 22:31:39,304 - Train: 82.35% [1030150/1251000] [823.5/1000.0] [batch_t 0.231 (0.245)] [data_t 0.010] [optim_t 0.222] [lr 0.000253] [CE 4.535 (4.041)] [KD 2.711 (2.405)] 2024-10-14 22:31:50,984 - Train: 82.35% [1030200/1251000] [823.5/1000.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.000252] [CE 4.309 (4.028)] [KD 2.511 (2.372)] 2024-10-14 22:32:03,510 - Train: 82.35% [1030250/1251000] [823.5/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000252] [CE 3.608 (3.934)] [KD 2.115 (2.345)] 2024-10-14 22:32:15,615 - Train: 82.36% [1030300/1251000] [823.6/1000.0] [batch_t 0.236 (0.242)] [data_t 0.008] [optim_t 0.228] [lr 0.000252] [CE 3.876 (3.898)] [KD 2.381 (2.323)] 2024-10-14 22:32:27,668 - Train: 82.36% [1030350/1251000] [823.6/1000.0] [batch_t 0.248 (0.241)] [data_t 0.008] [optim_t 0.240] [lr 0.000252] [CE 3.830 (3.987)] [KD 2.392 (2.371)] 2024-10-14 22:32:39,974 - Train: 82.37% [1030400/1251000] [823.7/1000.0] [batch_t 0.248 (0.246)] [data_t 0.007] [optim_t 0.241] [lr 0.000252] [CE 4.121 (3.966)] [KD 2.380 (2.369)] 2024-10-14 22:32:52,708 - Train: 82.37% [1030450/1251000] [823.7/1000.0] [batch_t 0.239 (0.255)] [data_t 0.008] [optim_t 0.232] [lr 0.000252] [CE 3.823 (3.961)] [KD 2.250 (2.354)] 2024-10-14 22:33:04,646 - Train: 82.37% [1030500/1251000] [823.7/1000.0] [batch_t 0.246 (0.239)] [data_t 0.010] [optim_t 0.236] [lr 0.000252] [CE 3.966 (3.971)] [KD 2.497 (2.373)] 2024-10-14 22:33:17,058 - Train: 82.38% [1030550/1251000] [823.8/1000.0] [batch_t 0.216 (0.248)] [data_t 0.010] [optim_t 0.207] [lr 0.000252] [CE 3.868 (3.975)] [KD 2.411 (2.390)] 2024-10-14 22:33:28,907 - Train: 82.38% [1030600/1251000] [823.8/1000.0] [batch_t 0.221 (0.237)] [data_t 0.010] [optim_t 0.211] [lr 0.000252] [CE 3.791 (3.986)] [KD 2.242 (2.390)] 2024-10-14 22:33:41,606 - Train: 82.39% [1030650/1251000] [823.9/1000.0] [batch_t 0.230 (0.254)] [data_t 0.006] [optim_t 0.224] [lr 0.000252] [CE 4.418 (3.984)] [KD 2.482 (2.359)] 2024-10-14 22:33:53,880 - Train: 82.39% [1030700/1251000] [823.9/1000.0] [batch_t 0.242 (0.245)] [data_t 0.008] [optim_t 0.234] [lr 0.000252] [CE 3.765 (3.981)] [KD 2.386 (2.386)] 2024-10-14 22:34:06,221 - Train: 82.39% [1030750/1251000] [823.9/1000.0] [batch_t 0.241 (0.247)] [data_t 0.008] [optim_t 0.233] [lr 0.000251] [CE 4.079 (4.018)] [KD 2.517 (2.404)] 2024-10-14 22:34:18,226 - Train: 82.40% [1030800/1251000] [824.0/1000.0] [batch_t 0.240 (0.240)] [data_t 0.007] [optim_t 0.233] [lr 0.000251] [CE 3.686 (4.016)] [KD 2.226 (2.379)] 2024-10-14 22:34:32,711 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 39789] [top5_cnt 47367] [top_all 50000] 2024-10-14 22:34:32,712 - net: 79.578 (94.734) 2024-10-14 22:34:42,441 - Test (net_E): 100.00% [50/50] [batch_t 0.045 (0.175)] [top1_cnt 40586] [top5_cnt 47699] [top_all 50000] 2024-10-14 22:34:42,442 - net_E: 81.172 (95.398) 2024-10-14 22:34:42,649 - Max [top1: 79.744 (epoch: 819)] [top1-ema: 81.172 (epoch: 824)] 2024-10-14 22:34:42,650 - ==> Total time: 3 days, 1:56:35 Eta: 15:47:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:35:02,287 - Train: 82.40% [1030850/1251000] [824.0/1000.0] [batch_t 0.259 (0.272)] [data_t 0.007] [optim_t 0.251] [lr 0.000251] [CE 3.906 (3.922)] [KD 2.418 (2.337)] 2024-10-14 22:35:14,605 - Train: 82.41% [1030900/1251000] [824.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.007] [optim_t 0.225] [lr 0.000251] [CE 3.995 (4.033)] [KD 2.372 (2.401)] 2024-10-14 22:35:26,760 - Train: 82.41% [1030950/1251000] [824.1/1000.0] [batch_t 0.237 (0.243)] [data_t 0.006] [optim_t 0.231] [lr 0.000251] [CE 3.970 (4.015)] [KD 2.340 (2.393)] 2024-10-14 22:35:38,986 - Train: 82.41% [1031000/1251000] [824.1/1000.0] [batch_t 0.244 (0.244)] [data_t 0.010] [optim_t 0.234] [lr 0.000251] [CE 4.470 (4.006)] [KD 2.603 (2.372)] 2024-10-14 22:35:51,552 - Train: 82.42% [1031050/1251000] [824.2/1000.0] [batch_t 0.220 (0.251)] [data_t 0.007] [optim_t 0.213] [lr 0.000251] [CE 4.161 (4.034)] [KD 2.389 (2.415)] 2024-10-14 22:36:03,619 - Train: 82.42% [1031100/1251000] [824.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000251] [CE 3.814 (3.972)] [KD 2.338 (2.361)] 2024-10-14 22:36:15,812 - Train: 82.43% [1031150/1251000] [824.3/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.235] [lr 0.000251] [CE 3.569 (3.894)] [KD 2.072 (2.302)] 2024-10-14 22:36:28,769 - Train: 82.43% [1031200/1251000] [824.3/1000.0] [batch_t 0.240 (0.259)] [data_t 0.007] [optim_t 0.233] [lr 0.000251] [CE 4.245 (4.004)] [KD 2.551 (2.396)] 2024-10-14 22:36:41,044 - Train: 82.43% [1031250/1251000] [824.3/1000.0] [batch_t 0.230 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.000250] [CE 4.512 (3.991)] [KD 2.582 (2.369)] 2024-10-14 22:36:53,084 - Train: 82.44% [1031300/1251000] [824.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.006] [optim_t 0.230] [lr 0.000250] [CE 4.199 (4.001)] [KD 2.517 (2.380)] 2024-10-14 22:37:05,986 - Train: 82.44% [1031350/1251000] [824.4/1000.0] [batch_t 0.261 (0.258)] [data_t 0.007] [optim_t 0.254] [lr 0.000250] [CE 3.504 (3.963)] [KD 2.093 (2.370)] 2024-10-14 22:37:18,109 - Train: 82.45% [1031400/1251000] [824.5/1000.0] [batch_t 0.226 (0.242)] [data_t 0.006] [optim_t 0.220] [lr 0.000250] [CE 4.226 (3.955)] [KD 2.507 (2.354)] 2024-10-14 22:37:30,276 - Train: 82.45% [1031450/1251000] [824.5/1000.0] [batch_t 0.243 (0.243)] [data_t 0.008] [optim_t 0.235] [lr 0.000250] [CE 3.520 (4.107)] [KD 2.182 (2.444)] 2024-10-14 22:37:43,017 - Train: 82.45% [1031500/1251000] [824.5/1000.0] [batch_t 0.442 (0.255)] [data_t 0.008] [optim_t 0.434] [lr 0.000250] [CE 4.489 (4.006)] [KD 2.455 (2.388)] 2024-10-14 22:37:55,136 - Train: 82.46% [1031550/1251000] [824.6/1000.0] [batch_t 0.240 (0.242)] [data_t 0.010] [optim_t 0.229] [lr 0.000250] [CE 4.663 (4.036)] [KD 2.661 (2.399)] 2024-10-14 22:38:07,513 - Train: 82.46% [1031600/1251000] [824.6/1000.0] [batch_t 0.231 (0.247)] [data_t 0.010] [optim_t 0.221] [lr 0.000250] [CE 4.365 (4.038)] [KD 2.570 (2.408)] 2024-10-14 22:38:20,269 - Train: 82.47% [1031650/1251000] [824.7/1000.0] [batch_t 0.239 (0.255)] [data_t 0.006] [optim_t 0.233] [lr 0.000250] [CE 4.647 (3.978)] [KD 2.656 (2.383)] 2024-10-14 22:38:32,646 - Train: 82.47% [1031700/1251000] [824.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000250] [CE 4.032 (4.033)] [KD 2.230 (2.373)] 2024-10-14 22:38:44,607 - Train: 82.47% [1031750/1251000] [824.7/1000.0] [batch_t 0.266 (0.239)] [data_t 0.010] [optim_t 0.256] [lr 0.000249] [CE 3.774 (3.943)] [KD 2.104 (2.325)] 2024-10-14 22:38:56,915 - Train: 82.48% [1031800/1251000] [824.8/1000.0] [batch_t 0.227 (0.246)] [data_t 0.006] [optim_t 0.221] [lr 0.000249] [CE 3.805 (3.938)] [KD 2.308 (2.343)] 2024-10-14 22:39:10,087 - Train: 82.48% [1031850/1251000] [824.8/1000.0] [batch_t 0.242 (0.263)] [data_t 0.007] [optim_t 0.235] [lr 0.000249] [CE 4.168 (3.979)] [KD 2.485 (2.389)] 2024-10-14 22:39:22,734 - Train: 82.49% [1031900/1251000] [824.9/1000.0] [batch_t 0.462 (0.253)] [data_t 0.009] [optim_t 0.453] [lr 0.000249] [CE 4.233 (3.918)] [KD 2.449 (2.328)] 2024-10-14 22:39:35,220 - Train: 82.49% [1031950/1251000] [824.9/1000.0] [batch_t 0.242 (0.249)] [data_t 0.007] [optim_t 0.236] [lr 0.000249] [CE 4.030 (4.079)] [KD 2.449 (2.405)] 2024-10-14 22:39:47,831 - Train: 82.49% [1032000/1251000] [824.9/1000.0] [batch_t 0.438 (0.252)] [data_t 0.007] [optim_t 0.431] [lr 0.000249] [CE 4.319 (4.013)] [KD 2.469 (2.375)] 2024-10-14 22:40:00,039 - Train: 82.50% [1032050/1251000] [825.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.010] [optim_t 0.224] [lr 0.000249] [CE 4.004 (4.001)] [KD 2.389 (2.390)] 2024-10-14 22:40:14,736 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 39719] [top5_cnt 47340] [top_all 50000] 2024-10-14 22:40:14,736 - net: 79.438 (94.680) 2024-10-14 22:40:25,582 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.200)] [top1_cnt 40605] [top5_cnt 47709] [top_all 50000] 2024-10-14 22:40:25,583 - net_E: 81.210 (95.418) 2024-10-14 22:40:25,807 - Max [top1: 79.744 (epoch: 819)] [top1-ema: 81.210 (epoch: 825)] 2024-10-14 22:40:25,808 - ==> Total time: 3 days, 2:02:18 Eta: 15:42:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:40:50,679 - Train: 82.50% [1032100/1251000] [825.0/1000.0] [batch_t 0.225 (0.271)] [data_t 0.006] [optim_t 0.219] [lr 0.000249] [CE 3.926 (4.016)] [KD 2.391 (2.371)] 2024-10-14 22:41:02,868 - Train: 82.51% [1032150/1251000] [825.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.000249] [CE 4.077 (3.962)] [KD 2.211 (2.351)] 2024-10-14 22:41:15,794 - Train: 82.51% [1032200/1251000] [825.1/1000.0] [batch_t 0.225 (0.258)] [data_t 0.009] [optim_t 0.216] [lr 0.000249] [CE 4.123 (3.991)] [KD 2.369 (2.379)] 2024-10-14 22:41:27,803 - Train: 82.51% [1032250/1251000] [825.1/1000.0] [batch_t 0.234 (0.240)] [data_t 0.010] [optim_t 0.224] [lr 0.000248] [CE 4.567 (4.054)] [KD 2.693 (2.397)] 2024-10-14 22:41:39,927 - Train: 82.52% [1032300/1251000] [825.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.000248] [CE 4.319 (4.013)] [KD 2.434 (2.384)] 2024-10-14 22:41:52,642 - Train: 82.52% [1032350/1251000] [825.2/1000.0] [batch_t 0.231 (0.254)] [data_t 0.008] [optim_t 0.223] [lr 0.000248] [CE 4.480 (3.972)] [KD 2.586 (2.348)] 2024-10-14 22:42:05,476 - Train: 82.53% [1032400/1251000] [825.3/1000.0] [batch_t 0.230 (0.256)] [data_t 0.008] [optim_t 0.221] [lr 0.000248] [CE 3.741 (4.021)] [KD 2.396 (2.385)] 2024-10-14 22:42:18,081 - Train: 82.53% [1032450/1251000] [825.3/1000.0] [batch_t 0.553 (0.252)] [data_t 0.008] [optim_t 0.545] [lr 0.000248] [CE 3.976 (3.955)] [KD 2.409 (2.343)] 2024-10-14 22:42:30,417 - Train: 82.53% [1032500/1251000] [825.3/1000.0] [batch_t 0.252 (0.247)] [data_t 0.010] [optim_t 0.242] [lr 0.000248] [CE 3.673 (4.016)] [KD 2.163 (2.374)] 2024-10-14 22:42:42,677 - Train: 82.54% [1032550/1251000] [825.4/1000.0] [batch_t 0.249 (0.245)] [data_t 0.007] [optim_t 0.241] [lr 0.000248] [CE 4.504 (4.025)] [KD 2.634 (2.382)] 2024-10-14 22:42:55,296 - Train: 82.54% [1032600/1251000] [825.4/1000.0] [batch_t 0.224 (0.252)] [data_t 0.008] [optim_t 0.216] [lr 0.000248] [CE 3.633 (4.023)] [KD 2.123 (2.370)] 2024-10-14 22:43:07,643 - Train: 82.55% [1032650/1251000] [825.5/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000248] [CE 4.646 (3.998)] [KD 2.662 (2.372)] 2024-10-14 22:43:19,784 - Train: 82.55% [1032700/1251000] [825.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000248] [CE 4.165 (3.969)] [KD 2.586 (2.353)] 2024-10-14 22:43:32,771 - Train: 82.55% [1032750/1251000] [825.5/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.000248] [CE 3.654 (3.978)] [KD 2.091 (2.361)] 2024-10-14 22:43:45,431 - Train: 82.56% [1032800/1251000] [825.6/1000.0] [batch_t 0.403 (0.253)] [data_t 0.008] [optim_t 0.395] [lr 0.000247] [CE 3.305 (3.968)] [KD 2.018 (2.356)] 2024-10-14 22:43:57,326 - Train: 82.56% [1032850/1251000] [825.6/1000.0] [batch_t 0.252 (0.238)] [data_t 0.009] [optim_t 0.243] [lr 0.000247] [CE 4.191 (3.943)] [KD 2.604 (2.342)] 2024-10-14 22:44:09,529 - Train: 82.57% [1032900/1251000] [825.7/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.000247] [CE 4.182 (4.029)] [KD 2.431 (2.391)] 2024-10-14 22:44:21,925 - Train: 82.57% [1032950/1251000] [825.7/1000.0] [batch_t 0.224 (0.248)] [data_t 0.006] [optim_t 0.217] [lr 0.000247] [CE 4.036 (4.043)] [KD 2.338 (2.403)] 2024-10-14 22:44:34,256 - Train: 82.57% [1033000/1251000] [825.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000247] [CE 4.747 (3.987)] [KD 2.593 (2.320)] 2024-10-14 22:44:46,513 - Train: 82.58% [1033050/1251000] [825.8/1000.0] [batch_t 0.231 (0.245)] [data_t 0.007] [optim_t 0.224] [lr 0.000247] [CE 3.808 (3.999)] [KD 2.269 (2.365)] 2024-10-14 22:44:58,566 - Train: 82.58% [1033100/1251000] [825.8/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.000247] [CE 3.709 (3.899)] [KD 2.229 (2.301)] 2024-10-14 22:45:11,048 - Train: 82.59% [1033150/1251000] [825.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.008] [optim_t 0.227] [lr 0.000247] [CE 3.967 (4.004)] [KD 2.501 (2.370)] 2024-10-14 22:45:23,316 - Train: 82.59% [1033200/1251000] [825.9/1000.0] [batch_t 0.229 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.000247] [CE 4.211 (4.005)] [KD 2.451 (2.387)] 2024-10-14 22:45:36,044 - Train: 82.59% [1033250/1251000] [825.9/1000.0] [batch_t 0.249 (0.254)] [data_t 0.008] [optim_t 0.240] [lr 0.000247] [CE 3.745 (3.965)] [KD 2.292 (2.363)] 2024-10-14 22:45:48,248 - Train: 82.60% [1033300/1251000] [826.0/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.000246] [CE 4.192 (4.024)] [KD 2.281 (2.388)] 2024-10-14 22:46:04,628 - Test (net): 100.00% [50/50] [batch_t 0.591 (0.191)] [top1_cnt 39877] [top5_cnt 47426] [top_all 50000] 2024-10-14 22:46:04,629 - net: 79.754 (94.852) 2024-10-14 22:46:14,337 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.177)] [top1_cnt 40614] [top5_cnt 47719] [top_all 50000] 2024-10-14 22:46:14,338 - net_E: 81.228 (95.438) 2024-10-14 22:46:14,573 - Max [top1: 79.754 (epoch: 826)] [top1-ema: 81.228 (epoch: 826)] 2024-10-14 22:46:14,574 - ==> Total time: 3 days, 2:08:07 Eta: 15:37:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:46:39,525 - Train: 82.60% [1033350/1251000] [826.0/1000.0] [batch_t 0.250 (0.281)] [data_t 0.007] [optim_t 0.243] [lr 0.000246] [CE 3.580 (4.017)] [KD 1.946 (2.396)] 2024-10-14 22:46:52,181 - Train: 82.61% [1033400/1251000] [826.1/1000.0] [batch_t 0.257 (0.253)] [data_t 0.007] [optim_t 0.249] [lr 0.000246] [CE 4.059 (4.010)] [KD 2.403 (2.354)] 2024-10-14 22:47:04,565 - Train: 82.61% [1033450/1251000] [826.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.006] [optim_t 0.230] [lr 0.000246] [CE 3.904 (4.000)] [KD 2.280 (2.386)] 2024-10-14 22:47:17,043 - Train: 82.61% [1033500/1251000] [826.1/1000.0] [batch_t 0.226 (0.249)] [data_t 0.009] [optim_t 0.217] [lr 0.000246] [CE 4.369 (4.023)] [KD 2.496 (2.373)] 2024-10-14 22:47:29,066 - Train: 82.62% [1033550/1251000] [826.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.021] [optim_t 0.217] [lr 0.000246] [CE 3.756 (3.914)] [KD 2.338 (2.311)] 2024-10-14 22:47:40,969 - Train: 82.62% [1033600/1251000] [826.2/1000.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.000246] [CE 4.102 (3.971)] [KD 2.402 (2.355)] 2024-10-14 22:47:53,249 - Train: 82.63% [1033650/1251000] [826.3/1000.0] [batch_t 0.244 (0.245)] [data_t 0.008] [optim_t 0.235] [lr 0.000246] [CE 3.840 (3.993)] [KD 2.253 (2.356)] 2024-10-14 22:48:06,163 - Train: 82.63% [1033700/1251000] [826.3/1000.0] [batch_t 0.250 (0.258)] [data_t 0.008] [optim_t 0.242] [lr 0.000246] [CE 4.278 (4.000)] [KD 2.521 (2.357)] 2024-10-14 22:48:18,075 - Train: 82.63% [1033750/1251000] [826.3/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.221] [lr 0.000246] [CE 4.117 (4.049)] [KD 2.323 (2.373)] 2024-10-14 22:48:29,904 - Train: 82.64% [1033800/1251000] [826.4/1000.0] [batch_t 0.245 (0.236)] [data_t 0.011] [optim_t 0.234] [lr 0.000245] [CE 3.657 (4.042)] [KD 2.293 (2.364)] 2024-10-14 22:48:42,196 - Train: 82.64% [1033850/1251000] [826.4/1000.0] [batch_t 0.245 (0.246)] [data_t 0.010] [optim_t 0.235] [lr 0.000245] [CE 3.682 (3.989)] [KD 2.340 (2.350)] 2024-10-14 22:48:54,311 - Train: 82.65% [1033900/1251000] [826.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.010] [optim_t 0.222] [lr 0.000245] [CE 3.861 (3.970)] [KD 2.271 (2.358)] 2024-10-14 22:49:06,507 - Train: 82.65% [1033950/1251000] [826.5/1000.0] [batch_t 0.229 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.000245] [CE 3.534 (4.039)] [KD 2.118 (2.389)] 2024-10-14 22:49:19,542 - Train: 82.65% [1034000/1251000] [826.5/1000.0] [batch_t 0.250 (0.260)] [data_t 0.009] [optim_t 0.241] [lr 0.000245] [CE 3.643 (4.030)] [KD 2.264 (2.382)] 2024-10-14 22:49:31,840 - Train: 82.66% [1034050/1251000] [826.6/1000.0] [batch_t 0.241 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000245] [CE 3.861 (3.998)] [KD 2.319 (2.349)] 2024-10-14 22:49:44,178 - Train: 82.66% [1034100/1251000] [826.6/1000.0] [batch_t 0.247 (0.247)] [data_t 0.010] [optim_t 0.237] [lr 0.000245] [CE 4.005 (3.960)] [KD 2.296 (2.345)] 2024-10-14 22:49:56,146 - Train: 82.67% [1034150/1251000] [826.7/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.000245] [CE 4.219 (3.929)] [KD 2.545 (2.306)] 2024-10-14 22:50:08,483 - Train: 82.67% [1034200/1251000] [826.7/1000.0] [batch_t 0.230 (0.247)] [data_t 0.010] [optim_t 0.220] [lr 0.000245] [CE 4.134 (4.022)] [KD 2.427 (2.386)] 2024-10-14 22:50:20,501 - Train: 82.67% [1034250/1251000] [826.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.230] [lr 0.000245] [CE 3.925 (3.950)] [KD 2.369 (2.365)] 2024-10-14 22:50:33,737 - Train: 82.68% [1034300/1251000] [826.8/1000.0] [batch_t 0.215 (0.265)] [data_t 0.006] [optim_t 0.208] [lr 0.000245] [CE 3.705 (4.032)] [KD 2.211 (2.373)] 2024-10-14 22:50:45,566 - Train: 82.68% [1034350/1251000] [826.8/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.000244] [CE 3.997 (3.981)] [KD 2.343 (2.357)] 2024-10-14 22:50:57,056 - Train: 82.69% [1034400/1251000] [826.9/1000.0] [batch_t 0.218 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.000244] [CE 4.078 (3.965)] [KD 2.318 (2.344)] 2024-10-14 22:51:09,105 - Train: 82.69% [1034450/1251000] [826.9/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.222] [lr 0.000244] [CE 3.960 (3.979)] [KD 2.131 (2.366)] 2024-10-14 22:51:21,646 - Train: 82.69% [1034500/1251000] [826.9/1000.0] [batch_t 0.234 (0.251)] [data_t 0.011] [optim_t 0.224] [lr 0.000244] [CE 4.196 (4.076)] [KD 2.326 (2.395)] 2024-10-14 22:51:33,803 - Train: 82.70% [1034550/1251000] [827.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000244] [CE 3.678 (4.003)] [KD 2.094 (2.382)] 2024-10-14 22:51:49,329 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.177)] [top1_cnt 39936] [top5_cnt 47452] [top_all 50000] 2024-10-14 22:51:49,329 - net: 79.872 (94.904) 2024-10-14 22:51:59,457 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.186)] [top1_cnt 40604] [top5_cnt 47722] [top_all 50000] 2024-10-14 22:51:59,458 - net_E: 81.208 (95.444) 2024-10-14 22:51:59,699 - Max [top1: 79.872 (epoch: 827)] [top1-ema: 81.228 (epoch: 826)] 2024-10-14 22:51:59,699 - ==> Total time: 3 days, 2:13:52 Eta: 15:31:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:52:20,400 - Train: 82.70% [1034600/1251000] [827.0/1000.0] [batch_t 0.229 (0.267)] [data_t 0.008] [optim_t 0.221] [lr 0.000244] [CE 3.591 (3.835)] [KD 2.165 (2.268)] 2024-10-14 22:52:32,575 - Train: 82.71% [1034650/1251000] [827.1/1000.0] [batch_t 0.230 (0.243)] [data_t 0.010] [optim_t 0.220] [lr 0.000244] [CE 4.578 (3.964)] [KD 2.526 (2.332)] 2024-10-14 22:52:45,032 - Train: 82.71% [1034700/1251000] [827.1/1000.0] [batch_t 0.251 (0.249)] [data_t 0.010] [optim_t 0.242] [lr 0.000244] [CE 3.892 (3.956)] [KD 2.357 (2.326)] 2024-10-14 22:52:57,066 - Train: 82.71% [1034750/1251000] [827.1/1000.0] [batch_t 0.248 (0.240)] [data_t 0.007] [optim_t 0.241] [lr 0.000244] [CE 4.054 (3.982)] [KD 2.310 (2.359)] 2024-10-14 22:53:09,390 - Train: 82.72% [1034800/1251000] [827.2/1000.0] [batch_t 0.244 (0.246)] [data_t 0.008] [optim_t 0.236] [lr 0.000244] [CE 4.078 (4.023)] [KD 2.485 (2.388)] 2024-10-14 22:53:21,592 - Train: 82.72% [1034850/1251000] [827.2/1000.0] [batch_t 0.229 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.000243] [CE 3.778 (3.988)] [KD 2.238 (2.350)] 2024-10-14 22:53:34,359 - Train: 82.73% [1034900/1251000] [827.3/1000.0] [batch_t 0.242 (0.255)] [data_t 0.007] [optim_t 0.235] [lr 0.000243] [CE 4.047 (3.955)] [KD 2.360 (2.329)] 2024-10-14 22:53:46,677 - Train: 82.73% [1034950/1251000] [827.3/1000.0] [batch_t 0.240 (0.246)] [data_t 0.007] [optim_t 0.233] [lr 0.000243] [CE 4.097 (4.036)] [KD 2.521 (2.374)] 2024-10-14 22:53:58,502 - Train: 82.73% [1035000/1251000] [827.3/1000.0] [batch_t 0.242 (0.236)] [data_t 0.007] [optim_t 0.235] [lr 0.000243] [CE 4.147 (3.991)] [KD 2.436 (2.367)] 2024-10-14 22:54:10,767 - Train: 82.74% [1035050/1251000] [827.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000243] [CE 4.247 (4.007)] [KD 2.458 (2.369)] 2024-10-14 22:54:23,191 - Train: 82.74% [1035100/1251000] [827.4/1000.0] [batch_t 0.227 (0.248)] [data_t 0.010] [optim_t 0.217] [lr 0.000243] [CE 4.128 (3.993)] [KD 2.526 (2.367)] 2024-10-14 22:54:35,776 - Train: 82.75% [1035150/1251000] [827.5/1000.0] [batch_t 0.238 (0.251)] [data_t 0.010] [optim_t 0.228] [lr 0.000243] [CE 4.040 (4.033)] [KD 2.329 (2.379)] 2024-10-14 22:54:48,418 - Train: 82.75% [1035200/1251000] [827.5/1000.0] [batch_t 0.243 (0.253)] [data_t 0.009] [optim_t 0.234] [lr 0.000243] [CE 4.253 (3.979)] [KD 2.445 (2.370)] 2024-10-14 22:55:00,521 - Train: 82.75% [1035250/1251000] [827.5/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.000243] [CE 4.035 (3.944)] [KD 2.426 (2.337)] 2024-10-14 22:55:13,154 - Train: 82.76% [1035300/1251000] [827.6/1000.0] [batch_t 0.241 (0.252)] [data_t 0.008] [optim_t 0.232] [lr 0.000243] [CE 3.557 (3.899)] [KD 2.109 (2.307)] 2024-10-14 22:55:25,538 - Train: 82.76% [1035350/1251000] [827.6/1000.0] [batch_t 0.435 (0.247)] [data_t 0.008] [optim_t 0.426] [lr 0.000242] [CE 3.732 (3.965)] [KD 2.234 (2.373)] 2024-10-14 22:55:37,700 - Train: 82.77% [1035400/1251000] [827.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.226] [lr 0.000242] [CE 3.599 (4.034)] [KD 2.090 (2.389)] 2024-10-14 22:55:50,494 - Train: 82.77% [1035450/1251000] [827.7/1000.0] [batch_t 0.246 (0.256)] [data_t 0.009] [optim_t 0.237] [lr 0.000242] [CE 3.475 (3.982)] [KD 2.114 (2.360)] 2024-10-14 22:56:02,945 - Train: 82.77% [1035500/1251000] [827.7/1000.0] [batch_t 0.248 (0.249)] [data_t 0.007] [optim_t 0.241] [lr 0.000242] [CE 4.022 (4.031)] [KD 2.321 (2.366)] 2024-10-14 22:56:15,029 - Train: 82.78% [1035550/1251000] [827.8/1000.0] [batch_t 0.250 (0.241)] [data_t 0.007] [optim_t 0.243] [lr 0.000242] [CE 4.108 (3.995)] [KD 2.519 (2.367)] 2024-10-14 22:56:27,420 - Train: 82.78% [1035600/1251000] [827.8/1000.0] [batch_t 0.272 (0.248)] [data_t 0.007] [optim_t 0.264] [lr 0.000242] [CE 4.473 (4.010)] [KD 2.571 (2.374)] 2024-10-14 22:56:39,651 - Train: 82.79% [1035650/1251000] [827.9/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.000242] [CE 4.425 (3.998)] [KD 2.714 (2.378)] 2024-10-14 22:56:52,275 - Train: 82.79% [1035700/1251000] [827.9/1000.0] [batch_t 0.451 (0.252)] [data_t 0.007] [optim_t 0.444] [lr 0.000242] [CE 4.142 (3.977)] [KD 2.547 (2.360)] 2024-10-14 22:57:04,888 - Train: 82.79% [1035750/1251000] [827.9/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.000242] [CE 4.027 (4.023)] [KD 2.387 (2.377)] 2024-10-14 22:57:17,123 - Train: 82.80% [1035800/1251000] [828.0/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.000242] [CE 3.831 (3.989)] [KD 2.367 (2.363)] 2024-10-14 22:57:32,999 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.180)] [top1_cnt 39909] [top5_cnt 47442] [top_all 50000] 2024-10-14 22:57:32,999 - net: 79.818 (94.884) 2024-10-14 22:57:42,462 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.173)] [top1_cnt 40586] [top5_cnt 47728] [top_all 50000] 2024-10-14 22:57:42,463 - net_E: 81.172 (95.456) 2024-10-14 22:57:42,698 - Max [top1: 79.872 (epoch: 827)] [top1-ema: 81.228 (epoch: 826)] 2024-10-14 22:57:42,698 - ==> Total time: 3 days, 2:19:35 Eta: 15:26:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 22:57:52,228 - Train: 82.80% [1035850/1251000] [828.0/1000.0] [batch_t 0.242 (0.283)] [data_t 0.011] [optim_t 0.231] [lr 0.000242] [CE 4.423 (3.917)] [KD 2.389 (2.322)] 2024-10-14 22:58:04,561 - Train: 82.81% [1035900/1251000] [828.1/1000.0] [batch_t 0.254 (0.246)] [data_t 0.007] [optim_t 0.247] [lr 0.000241] [CE 3.578 (4.011)] [KD 2.085 (2.364)] 2024-10-14 22:58:17,598 - Train: 82.81% [1035950/1251000] [828.1/1000.0] [batch_t 0.231 (0.261)] [data_t 0.007] [optim_t 0.224] [lr 0.000241] [CE 4.333 (4.019)] [KD 2.472 (2.356)] 2024-10-14 22:58:29,754 - Train: 82.81% [1036000/1251000] [828.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.010] [optim_t 0.234] [lr 0.000241] [CE 3.619 (3.914)] [KD 2.157 (2.291)] 2024-10-14 22:58:42,139 - Train: 82.82% [1036050/1251000] [828.2/1000.0] [batch_t 0.247 (0.248)] [data_t 0.011] [optim_t 0.236] [lr 0.000241] [CE 4.328 (3.957)] [KD 2.544 (2.322)] 2024-10-14 22:58:54,172 - Train: 82.82% [1036100/1251000] [828.2/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.000241] [CE 3.910 (3.915)] [KD 2.281 (2.315)] 2024-10-14 22:59:06,594 - Train: 82.83% [1036150/1251000] [828.3/1000.0] [batch_t 0.247 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.000241] [CE 4.039 (3.983)] [KD 2.381 (2.340)] 2024-10-14 22:59:18,860 - Train: 82.83% [1036200/1251000] [828.3/1000.0] [batch_t 0.246 (0.245)] [data_t 0.010] [optim_t 0.235] [lr 0.000241] [CE 4.065 (3.915)] [KD 2.407 (2.310)] 2024-10-14 22:59:31,307 - Train: 82.83% [1036250/1251000] [828.3/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000241] [CE 3.892 (3.952)] [KD 2.313 (2.330)] 2024-10-14 22:59:43,345 - Train: 82.84% [1036300/1251000] [828.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000241] [CE 4.357 (4.080)] [KD 2.215 (2.383)] 2024-10-14 22:59:55,604 - Train: 82.84% [1036350/1251000] [828.4/1000.0] [batch_t 0.242 (0.245)] [data_t 0.010] [optim_t 0.232] [lr 0.000241] [CE 4.005 (3.956)] [KD 2.471 (2.305)] 2024-10-14 23:00:08,081 - Train: 82.85% [1036400/1251000] [828.5/1000.0] [batch_t 0.253 (0.249)] [data_t 0.007] [optim_t 0.246] [lr 0.000240] [CE 4.220 (3.944)] [KD 2.489 (2.335)] 2024-10-14 23:00:20,274 - Train: 82.85% [1036450/1251000] [828.5/1000.0] [batch_t 0.250 (0.244)] [data_t 0.010] [optim_t 0.240] [lr 0.000240] [CE 3.787 (3.974)] [KD 2.366 (2.358)] 2024-10-14 23:00:32,428 - Train: 82.85% [1036500/1251000] [828.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.000240] [CE 4.043 (3.974)] [KD 2.451 (2.372)] 2024-10-14 23:00:45,053 - Train: 82.86% [1036550/1251000] [828.6/1000.0] [batch_t 0.232 (0.252)] [data_t 0.010] [optim_t 0.222] [lr 0.000240] [CE 4.221 (3.970)] [KD 2.486 (2.338)] 2024-10-14 23:00:57,614 - Train: 82.86% [1036600/1251000] [828.6/1000.0] [batch_t 0.228 (0.251)] [data_t 0.011] [optim_t 0.217] [lr 0.000240] [CE 3.638 (4.018)] [KD 2.289 (2.397)] 2024-10-14 23:01:09,962 - Train: 82.87% [1036650/1251000] [828.7/1000.0] [batch_t 0.239 (0.247)] [data_t 0.010] [optim_t 0.230] [lr 0.000240] [CE 4.218 (3.964)] [KD 2.561 (2.344)] 2024-10-14 23:01:22,250 - Train: 82.87% [1036700/1251000] [828.7/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.000240] [CE 4.168 (3.952)] [KD 2.533 (2.347)] 2024-10-14 23:01:34,603 - Train: 82.87% [1036750/1251000] [828.7/1000.0] [batch_t 0.247 (0.247)] [data_t 0.008] [optim_t 0.239] [lr 0.000240] [CE 4.196 (4.022)] [KD 2.436 (2.388)] 2024-10-14 23:01:47,208 - Train: 82.88% [1036800/1251000] [828.8/1000.0] [batch_t 0.236 (0.252)] [data_t 0.007] [optim_t 0.228] [lr 0.000240] [CE 4.060 (4.038)] [KD 2.343 (2.375)] 2024-10-14 23:01:59,523 - Train: 82.88% [1036850/1251000] [828.8/1000.0] [batch_t 0.241 (0.246)] [data_t 0.007] [optim_t 0.233] [lr 0.000240] [CE 4.042 (4.052)] [KD 2.297 (2.372)] 2024-10-14 23:02:12,300 - Train: 82.89% [1036900/1251000] [828.9/1000.0] [batch_t 0.536 (0.255)] [data_t 0.009] [optim_t 0.527] [lr 0.000240] [CE 3.856 (3.999)] [KD 2.293 (2.356)] 2024-10-14 23:02:24,743 - Train: 82.89% [1036950/1251000] [828.9/1000.0] [batch_t 0.243 (0.249)] [data_t 0.010] [optim_t 0.233] [lr 0.000239] [CE 4.416 (4.036)] [KD 2.469 (2.376)] 2024-10-14 23:02:37,627 - Train: 82.89% [1037000/1251000] [828.9/1000.0] [batch_t 0.241 (0.258)] [data_t 0.008] [optim_t 0.233] [lr 0.000239] [CE 3.709 (4.012)] [KD 2.130 (2.368)] 2024-10-14 23:02:49,828 - Train: 82.90% [1037050/1251000] [829.0/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.000239] [CE 4.087 (3.981)] [KD 2.433 (2.367)] 2024-10-14 23:03:05,645 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 39939] [top5_cnt 47450] [top_all 50000] 2024-10-14 23:03:05,646 - net: 79.878 (94.900) 2024-10-14 23:03:15,516 - Test (net_E): 100.00% [50/50] [batch_t 0.581 (0.181)] [top1_cnt 40593] [top5_cnt 47730] [top_all 50000] 2024-10-14 23:03:15,517 - net_E: 81.186 (95.460) 2024-10-14 23:03:15,738 - Max [top1: 79.878 (epoch: 829)] [top1-ema: 81.228 (epoch: 826)] 2024-10-14 23:03:15,738 - ==> Total time: 3 days, 2:25:08 Eta: 15:21:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:03:33,212 - Train: 82.90% [1037100/1251000] [829.0/1000.0] [batch_t 0.233 (0.267)] [data_t 0.007] [optim_t 0.226] [lr 0.000239] [CE 3.856 (3.977)] [KD 2.138 (2.321)] 2024-10-14 23:03:45,663 - Train: 82.91% [1037150/1251000] [829.1/1000.0] [batch_t 0.241 (0.249)] [data_t 0.006] [optim_t 0.234] [lr 0.000239] [CE 3.401 (4.012)] [KD 2.106 (2.354)] 2024-10-14 23:03:58,277 - Train: 82.91% [1037200/1251000] [829.1/1000.0] [batch_t 0.225 (0.252)] [data_t 0.010] [optim_t 0.215] [lr 0.000239] [CE 3.834 (3.962)] [KD 2.273 (2.369)] 2024-10-14 23:04:10,522 - Train: 82.91% [1037250/1251000] [829.1/1000.0] [batch_t 0.261 (0.245)] [data_t 0.011] [optim_t 0.250] [lr 0.000239] [CE 3.926 (4.005)] [KD 2.083 (2.356)] 2024-10-14 23:04:22,635 - Train: 82.92% [1037300/1251000] [829.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.225] [lr 0.000239] [CE 3.650 (3.997)] [KD 2.115 (2.344)] 2024-10-14 23:04:34,950 - Train: 82.92% [1037350/1251000] [829.2/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.000239] [CE 4.479 (3.891)] [KD 2.624 (2.291)] 2024-10-14 23:04:47,535 - Train: 82.93% [1037400/1251000] [829.3/1000.0] [batch_t 0.229 (0.251)] [data_t 0.007] [optim_t 0.223] [lr 0.000239] [CE 4.014 (4.008)] [KD 2.443 (2.362)] 2024-10-14 23:05:00,388 - Train: 82.93% [1037450/1251000] [829.3/1000.0] [batch_t 0.250 (0.257)] [data_t 0.011] [optim_t 0.239] [lr 0.000238] [CE 3.799 (3.947)] [KD 2.347 (2.361)] 2024-10-14 23:05:12,956 - Train: 82.93% [1037500/1251000] [829.3/1000.0] [batch_t 0.240 (0.251)] [data_t 0.010] [optim_t 0.230] [lr 0.000238] [CE 3.877 (4.034)] [KD 2.348 (2.379)] 2024-10-14 23:05:25,197 - Train: 82.94% [1037550/1251000] [829.4/1000.0] [batch_t 0.246 (0.245)] [data_t 0.008] [optim_t 0.237] [lr 0.000238] [CE 4.035 (4.078)] [KD 2.184 (2.402)] 2024-10-14 23:05:38,274 - Train: 82.94% [1037600/1251000] [829.4/1000.0] [batch_t 0.237 (0.261)] [data_t 0.008] [optim_t 0.228] [lr 0.000238] [CE 4.113 (3.989)] [KD 2.512 (2.362)] 2024-10-14 23:05:50,657 - Train: 82.95% [1037650/1251000] [829.5/1000.0] [batch_t 0.243 (0.247)] [data_t 0.008] [optim_t 0.235] [lr 0.000238] [CE 3.538 (4.024)] [KD 2.156 (2.377)] 2024-10-14 23:06:02,698 - Train: 82.95% [1037700/1251000] [829.5/1000.0] [batch_t 0.243 (0.241)] [data_t 0.011] [optim_t 0.232] [lr 0.000238] [CE 3.690 (3.939)] [KD 2.317 (2.317)] 2024-10-14 23:06:15,427 - Train: 82.95% [1037750/1251000] [829.5/1000.0] [batch_t 0.256 (0.254)] [data_t 0.009] [optim_t 0.247] [lr 0.000238] [CE 3.716 (4.011)] [KD 2.188 (2.387)] 2024-10-14 23:06:28,757 - Train: 82.96% [1037800/1251000] [829.6/1000.0] [batch_t 0.238 (0.266)] [data_t 0.007] [optim_t 0.231] [lr 0.000238] [CE 3.523 (3.987)] [KD 2.156 (2.352)] 2024-10-14 23:06:41,180 - Train: 82.96% [1037850/1251000] [829.6/1000.0] [batch_t 0.437 (0.248)] [data_t 0.006] [optim_t 0.430] [lr 0.000238] [CE 4.114 (3.964)] [KD 2.464 (2.330)] 2024-10-14 23:06:53,556 - Train: 82.97% [1037900/1251000] [829.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000238] [CE 4.211 (4.016)] [KD 2.280 (2.366)] 2024-10-14 23:07:05,891 - Train: 82.97% [1037950/1251000] [829.7/1000.0] [batch_t 0.242 (0.246)] [data_t 0.008] [optim_t 0.235] [lr 0.000238] [CE 4.181 (4.002)] [KD 2.428 (2.370)] 2024-10-14 23:07:18,605 - Train: 82.97% [1038000/1251000] [829.7/1000.0] [batch_t 0.234 (0.254)] [data_t 0.008] [optim_t 0.226] [lr 0.000237] [CE 4.068 (4.014)] [KD 2.279 (2.358)] 2024-10-14 23:07:30,909 - Train: 82.98% [1038050/1251000] [829.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000237] [CE 3.815 (3.956)] [KD 2.272 (2.302)] 2024-10-14 23:07:43,421 - Train: 82.98% [1038100/1251000] [829.8/1000.0] [batch_t 0.235 (0.250)] [data_t 0.007] [optim_t 0.228] [lr 0.000237] [CE 3.966 (3.957)] [KD 2.518 (2.339)] 2024-10-14 23:07:55,348 - Train: 82.99% [1038150/1251000] [829.9/1000.0] [batch_t 0.250 (0.238)] [data_t 0.011] [optim_t 0.239] [lr 0.000237] [CE 3.370 (3.986)] [KD 2.062 (2.352)] 2024-10-14 23:08:07,904 - Train: 82.99% [1038200/1251000] [829.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.010] [optim_t 0.224] [lr 0.000237] [CE 3.791 (3.956)] [KD 2.245 (2.320)] 2024-10-14 23:08:20,093 - Train: 82.99% [1038250/1251000] [829.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.225] [lr 0.000237] [CE 4.319 (4.021)] [KD 2.268 (2.350)] 2024-10-14 23:08:32,100 - Train: 83.00% [1038300/1251000] [830.0/1000.0] [batch_t 0.238 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.000237] [CE 3.742 (4.008)] [KD 2.248 (2.360)] 2024-10-14 23:08:47,875 - Test (net): 100.00% [50/50] [batch_t 0.391 (0.169)] [top1_cnt 39840] [top5_cnt 47438] [top_all 50000] 2024-10-14 23:08:47,876 - net: 79.680 (94.876) 2024-10-14 23:08:57,883 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.184)] [top1_cnt 40572] [top5_cnt 47733] [top_all 50000] 2024-10-14 23:08:57,884 - net_E: 81.144 (95.466) 2024-10-14 23:08:58,104 - Max [top1: 79.878 (epoch: 829)] [top1-ema: 81.228 (epoch: 826)] 2024-10-14 23:08:58,104 - ==> Total time: 3 days, 2:30:50 Eta: 15:15:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:09:07,161 - Train: 83.00% [1038350/1251000] [830.0/1000.0] [batch_t 0.239 (0.290)] [data_t 0.010] [optim_t 0.229] [lr 0.000237] [CE 4.118 (3.999)] [KD 2.474 (2.359)] 2024-10-14 23:09:19,921 - Train: 83.01% [1038400/1251000] [830.1/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.000237] [CE 3.613 (3.997)] [KD 2.211 (2.342)] 2024-10-14 23:09:32,469 - Train: 83.01% [1038450/1251000] [830.1/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.226] [lr 0.000237] [CE 3.953 (4.023)] [KD 2.207 (2.367)] 2024-10-14 23:09:44,423 - Train: 83.01% [1038500/1251000] [830.1/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.222] [lr 0.000236] [CE 3.988 (4.010)] [KD 2.524 (2.355)] 2024-10-14 23:09:56,386 - Train: 83.02% [1038550/1251000] [830.2/1000.0] [batch_t 0.230 (0.239)] [data_t 0.008] [optim_t 0.222] [lr 0.000236] [CE 4.312 (4.040)] [KD 2.632 (2.364)] 2024-10-14 23:10:08,953 - Train: 83.02% [1038600/1251000] [830.2/1000.0] [batch_t 0.240 (0.251)] [data_t 0.007] [optim_t 0.233] [lr 0.000236] [CE 3.772 (4.049)] [KD 2.221 (2.370)] 2024-10-14 23:10:21,465 - Train: 83.03% [1038650/1251000] [830.3/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000236] [CE 4.010 (4.049)] [KD 2.367 (2.382)] 2024-10-14 23:10:33,616 - Train: 83.03% [1038700/1251000] [830.3/1000.0] [batch_t 0.247 (0.243)] [data_t 0.006] [optim_t 0.240] [lr 0.000236] [CE 4.166 (3.940)] [KD 2.484 (2.328)] 2024-10-14 23:10:46,129 - Train: 83.03% [1038750/1251000] [830.3/1000.0] [batch_t 0.238 (0.250)] [data_t 0.010] [optim_t 0.228] [lr 0.000236] [CE 4.325 (3.987)] [KD 2.441 (2.351)] 2024-10-14 23:10:58,530 - Train: 83.04% [1038800/1251000] [830.4/1000.0] [batch_t 0.256 (0.248)] [data_t 0.007] [optim_t 0.250] [lr 0.000236] [CE 4.179 (3.975)] [KD 2.225 (2.359)] 2024-10-14 23:11:10,839 - Train: 83.04% [1038850/1251000] [830.4/1000.0] [batch_t 0.253 (0.246)] [data_t 0.007] [optim_t 0.246] [lr 0.000236] [CE 3.902 (3.966)] [KD 2.265 (2.315)] 2024-10-14 23:11:23,317 - Train: 83.05% [1038900/1251000] [830.5/1000.0] [batch_t 0.226 (0.249)] [data_t 0.008] [optim_t 0.219] [lr 0.000236] [CE 4.384 (4.119)] [KD 2.698 (2.411)] 2024-10-14 23:11:35,967 - Train: 83.05% [1038950/1251000] [830.5/1000.0] [batch_t 0.239 (0.253)] [data_t 0.007] [optim_t 0.232] [lr 0.000236] [CE 4.152 (3.946)] [KD 2.527 (2.314)] 2024-10-14 23:11:48,065 - Train: 83.05% [1039000/1251000] [830.5/1000.0] [batch_t 0.243 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.000236] [CE 4.247 (4.016)] [KD 2.349 (2.328)] 2024-10-14 23:12:00,907 - Train: 83.06% [1039050/1251000] [830.6/1000.0] [batch_t 0.247 (0.257)] [data_t 0.007] [optim_t 0.240] [lr 0.000235] [CE 4.306 (3.970)] [KD 2.403 (2.343)] 2024-10-14 23:12:13,011 - Train: 83.06% [1039100/1251000] [830.6/1000.0] [batch_t 0.254 (0.242)] [data_t 0.006] [optim_t 0.247] [lr 0.000235] [CE 3.642 (3.967)] [KD 2.107 (2.339)] 2024-10-14 23:12:25,328 - Train: 83.07% [1039150/1251000] [830.7/1000.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.000235] [CE 4.373 (4.043)] [KD 2.507 (2.376)] 2024-10-14 23:12:37,790 - Train: 83.07% [1039200/1251000] [830.7/1000.0] [batch_t 0.222 (0.249)] [data_t 0.006] [optim_t 0.216] [lr 0.000235] [CE 4.415 (4.092)] [KD 2.475 (2.355)] 2024-10-14 23:12:50,062 - Train: 83.07% [1039250/1251000] [830.7/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.234] [lr 0.000235] [CE 3.624 (4.007)] [KD 2.078 (2.338)] 2024-10-14 23:13:02,273 - Train: 83.08% [1039300/1251000] [830.8/1000.0] [batch_t 0.271 (0.244)] [data_t 0.007] [optim_t 0.264] [lr 0.000235] [CE 4.292 (4.039)] [KD 2.677 (2.379)] 2024-10-14 23:13:14,869 - Train: 83.08% [1039350/1251000] [830.8/1000.0] [batch_t 0.239 (0.252)] [data_t 0.010] [optim_t 0.229] [lr 0.000235] [CE 3.516 (3.987)] [KD 2.181 (2.332)] 2024-10-14 23:13:27,321 - Train: 83.09% [1039400/1251000] [830.9/1000.0] [batch_t 0.247 (0.249)] [data_t 0.006] [optim_t 0.242] [lr 0.000235] [CE 4.273 (4.033)] [KD 2.455 (2.361)] 2024-10-14 23:13:40,089 - Train: 83.09% [1039450/1251000] [830.9/1000.0] [batch_t 0.243 (0.255)] [data_t 0.009] [optim_t 0.234] [lr 0.000235] [CE 4.290 (3.976)] [KD 2.624 (2.338)] 2024-10-14 23:13:52,354 - Train: 83.09% [1039500/1251000] [830.9/1000.0] [batch_t 0.224 (0.245)] [data_t 0.011] [optim_t 0.214] [lr 0.000235] [CE 4.355 (3.957)] [KD 2.525 (2.331)] 2024-10-14 23:14:04,993 - Train: 83.10% [1039550/1251000] [831.0/1000.0] [batch_t 0.259 (0.253)] [data_t 0.006] [optim_t 0.253] [lr 0.000234] [CE 3.980 (3.986)] [KD 2.298 (2.352)] 2024-10-14 23:14:22,087 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.183)] [top1_cnt 39998] [top5_cnt 47502] [top_all 50000] 2024-10-14 23:14:22,088 - net: 79.996 (95.004) 2024-10-14 23:14:32,159 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.185)] [top1_cnt 40570] [top5_cnt 47725] [top_all 50000] 2024-10-14 23:14:32,160 - net_E: 81.140 (95.450) 2024-10-14 23:14:32,351 - Max [top1: 79.996 (epoch: 831)] [top1-ema: 81.228 (epoch: 826)] 2024-10-14 23:14:32,352 - ==> Total time: 3 days, 2:36:25 Eta: 15:10:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:14:49,877 - Train: 83.10% [1039600/1251000] [831.0/1000.0] [batch_t 0.235 (0.268)] [data_t 0.010] [optim_t 0.225] [lr 0.000234] [CE 3.551 (4.054)] [KD 2.073 (2.324)] 2024-10-14 23:15:02,151 - Train: 83.11% [1039650/1251000] [831.1/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.000234] [CE 4.071 (3.996)] [KD 2.363 (2.328)] 2024-10-14 23:15:15,331 - Train: 83.11% [1039700/1251000] [831.1/1000.0] [batch_t 0.238 (0.263)] [data_t 0.007] [optim_t 0.231] [lr 0.000234] [CE 4.178 (3.937)] [KD 2.330 (2.313)] 2024-10-14 23:15:27,825 - Train: 83.11% [1039750/1251000] [831.1/1000.0] [batch_t 0.229 (0.250)] [data_t 0.009] [optim_t 0.220] [lr 0.000234] [CE 3.942 (3.989)] [KD 2.290 (2.344)] 2024-10-14 23:15:40,191 - Train: 83.12% [1039800/1251000] [831.2/1000.0] [batch_t 0.244 (0.247)] [data_t 0.008] [optim_t 0.236] [lr 0.000234] [CE 4.095 (3.952)] [KD 2.424 (2.337)] 2024-10-14 23:15:52,404 - Train: 83.12% [1039850/1251000] [831.2/1000.0] [batch_t 0.235 (0.244)] [data_t 0.006] [optim_t 0.229] [lr 0.000234] [CE 3.948 (3.993)] [KD 2.319 (2.313)] 2024-10-14 23:16:05,025 - Train: 83.13% [1039900/1251000] [831.3/1000.0] [batch_t 0.246 (0.252)] [data_t 0.008] [optim_t 0.238] [lr 0.000234] [CE 4.107 (3.948)] [KD 2.365 (2.320)] 2024-10-14 23:16:17,419 - Train: 83.13% [1039950/1251000] [831.3/1000.0] [batch_t 0.242 (0.248)] [data_t 0.007] [optim_t 0.236] [lr 0.000234] [CE 3.743 (3.931)] [KD 2.234 (2.327)] 2024-10-14 23:16:30,162 - Train: 83.13% [1040000/1251000] [831.3/1000.0] [batch_t 0.229 (0.255)] [data_t 0.010] [optim_t 0.219] [lr 0.000234] [CE 3.683 (4.036)] [KD 2.036 (2.335)] 2024-10-14 23:16:42,715 - Train: 83.14% [1040050/1251000] [831.4/1000.0] [batch_t 0.255 (0.251)] [data_t 0.008] [optim_t 0.247] [lr 0.000234] [CE 4.107 (3.971)] [KD 2.323 (2.336)] 2024-10-14 23:16:55,213 - Train: 83.14% [1040100/1251000] [831.4/1000.0] [batch_t 0.254 (0.250)] [data_t 0.009] [optim_t 0.246] [lr 0.000233] [CE 4.204 (4.000)] [KD 2.337 (2.352)] 2024-10-14 23:17:07,851 - Train: 83.15% [1040150/1251000] [831.5/1000.0] [batch_t 0.240 (0.253)] [data_t 0.008] [optim_t 0.232] [lr 0.000233] [CE 4.292 (4.007)] [KD 2.573 (2.354)] 2024-10-14 23:17:20,111 - Train: 83.15% [1040200/1251000] [831.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.000233] [CE 4.409 (4.055)] [KD 2.570 (2.383)] 2024-10-14 23:17:32,176 - Train: 83.15% [1040250/1251000] [831.5/1000.0] [batch_t 0.224 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.000233] [CE 3.941 (4.018)] [KD 2.166 (2.376)] 2024-10-14 23:17:44,922 - Train: 83.16% [1040300/1251000] [831.6/1000.0] [batch_t 0.231 (0.255)] [data_t 0.008] [optim_t 0.223] [lr 0.000233] [CE 4.272 (3.967)] [KD 2.406 (2.324)] 2024-10-14 23:17:57,478 - Train: 83.16% [1040350/1251000] [831.6/1000.0] [batch_t 0.233 (0.251)] [data_t 0.007] [optim_t 0.226] [lr 0.000233] [CE 3.944 (3.958)] [KD 2.211 (2.341)] 2024-10-14 23:18:09,548 - Train: 83.17% [1040400/1251000] [831.7/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.216] [lr 0.000233] [CE 4.536 (4.002)] [KD 2.629 (2.361)] 2024-10-14 23:18:21,817 - Train: 83.17% [1040450/1251000] [831.7/1000.0] [batch_t 0.220 (0.245)] [data_t 0.008] [optim_t 0.212] [lr 0.000233] [CE 4.059 (4.000)] [KD 2.393 (2.329)] 2024-10-14 23:18:34,410 - Train: 83.17% [1040500/1251000] [831.7/1000.0] [batch_t 0.255 (0.252)] [data_t 0.009] [optim_t 0.247] [lr 0.000233] [CE 4.129 (4.014)] [KD 2.440 (2.334)] 2024-10-14 23:18:46,447 - Train: 83.18% [1040550/1251000] [831.8/1000.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000233] [CE 4.126 (3.977)] [KD 2.560 (2.325)] 2024-10-14 23:18:58,908 - Train: 83.18% [1040600/1251000] [831.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.010] [optim_t 0.226] [lr 0.000233] [CE 3.947 (3.975)] [KD 2.144 (2.319)] 2024-10-14 23:19:11,035 - Train: 83.19% [1040650/1251000] [831.9/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.000232] [CE 3.879 (4.020)] [KD 2.342 (2.374)] 2024-10-14 23:19:23,454 - Train: 83.19% [1040700/1251000] [831.9/1000.0] [batch_t 0.226 (0.248)] [data_t 0.006] [optim_t 0.220] [lr 0.000232] [CE 4.136 (3.959)] [KD 2.348 (2.318)] 2024-10-14 23:19:35,836 - Train: 83.19% [1040750/1251000] [831.9/1000.0] [batch_t 0.239 (0.247)] [data_t 0.010] [optim_t 0.229] [lr 0.000232] [CE 4.053 (4.058)] [KD 2.418 (2.382)] 2024-10-14 23:19:47,596 - Train: 83.20% [1040800/1251000] [832.0/1000.0] [batch_t 0.231 (0.235)] [data_t 0.010] [optim_t 0.221] [lr 0.000232] [CE 3.969 (3.974)] [KD 2.331 (2.321)] 2024-10-14 23:20:03,961 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.170)] [top1_cnt 39997] [top5_cnt 47494] [top_all 50000] 2024-10-14 23:20:03,962 - net: 79.994 (94.988) 2024-10-14 23:20:13,560 - Test (net_E): 100.00% [50/50] [batch_t 0.251 (0.174)] [top1_cnt 40619] [top5_cnt 47751] [top_all 50000] 2024-10-14 23:20:13,561 - net_E: 81.238 (95.502) 2024-10-14 23:20:13,795 - Max [top1: 79.996 (epoch: 831)] [top1-ema: 81.238 (epoch: 832)] 2024-10-14 23:20:13,796 - ==> Total time: 3 days, 2:42:06 Eta: 15:05:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:20:31,996 - Train: 83.20% [1040850/1251000] [832.0/1000.0] [batch_t 0.244 (0.288)] [data_t 0.008] [optim_t 0.237] [lr 0.000232] [CE 4.185 (3.937)] [KD 2.467 (2.282)] 2024-10-14 23:20:44,359 - Train: 83.21% [1040900/1251000] [832.1/1000.0] [batch_t 0.230 (0.247)] [data_t 0.006] [optim_t 0.223] [lr 0.000232] [CE 3.550 (3.958)] [KD 1.960 (2.335)] 2024-10-14 23:20:56,793 - Train: 83.21% [1040950/1251000] [832.1/1000.0] [batch_t 0.238 (0.248)] [data_t 0.007] [optim_t 0.231] [lr 0.000232] [CE 3.731 (3.983)] [KD 2.261 (2.332)] 2024-10-14 23:21:09,276 - Train: 83.21% [1041000/1251000] [832.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.000232] [CE 4.095 (3.927)] [KD 2.313 (2.282)] 2024-10-14 23:21:21,254 - Train: 83.22% [1041050/1251000] [832.2/1000.0] [batch_t 0.237 (0.239)] [data_t 0.007] [optim_t 0.230] [lr 0.000232] [CE 4.079 (4.047)] [KD 2.317 (2.373)] 2024-10-14 23:21:33,120 - Train: 83.22% [1041100/1251000] [832.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.230] [lr 0.000232] [CE 3.430 (4.039)] [KD 2.120 (2.372)] 2024-10-14 23:21:45,876 - Train: 83.23% [1041150/1251000] [832.3/1000.0] [batch_t 0.244 (0.255)] [data_t 0.008] [optim_t 0.236] [lr 0.000231] [CE 3.903 (3.986)] [KD 2.349 (2.346)] 2024-10-14 23:21:57,933 - Train: 83.23% [1041200/1251000] [832.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.000231] [CE 4.191 (3.964)] [KD 2.405 (2.338)] 2024-10-14 23:22:10,020 - Train: 83.23% [1041250/1251000] [832.3/1000.0] [batch_t 0.223 (0.242)] [data_t 0.008] [optim_t 0.215] [lr 0.000231] [CE 3.983 (3.943)] [KD 2.238 (2.290)] 2024-10-14 23:22:22,290 - Train: 83.24% [1041300/1251000] [832.4/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.000231] [CE 3.943 (3.981)] [KD 2.165 (2.333)] 2024-10-14 23:22:34,623 - Train: 83.24% [1041350/1251000] [832.4/1000.0] [batch_t 0.250 (0.246)] [data_t 0.009] [optim_t 0.241] [lr 0.000231] [CE 3.706 (4.083)] [KD 2.130 (2.364)] 2024-10-14 23:22:46,466 - Train: 83.25% [1041400/1251000] [832.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.006] [optim_t 0.227] [lr 0.000231] [CE 3.683 (3.945)] [KD 2.289 (2.294)] 2024-10-14 23:22:58,736 - Train: 83.25% [1041450/1251000] [832.5/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.220] [lr 0.000231] [CE 3.836 (3.907)] [KD 2.342 (2.321)] 2024-10-14 23:23:10,840 - Train: 83.25% [1041500/1251000] [832.5/1000.0] [batch_t 0.246 (0.242)] [data_t 0.011] [optim_t 0.235] [lr 0.000231] [CE 3.901 (4.015)] [KD 2.373 (2.368)] 2024-10-14 23:23:23,404 - Train: 83.26% [1041550/1251000] [832.6/1000.0] [batch_t 0.240 (0.251)] [data_t 0.008] [optim_t 0.232] [lr 0.000231] [CE 4.148 (4.021)] [KD 2.328 (2.374)] 2024-10-14 23:23:35,669 - Train: 83.26% [1041600/1251000] [832.6/1000.0] [batch_t 0.227 (0.245)] [data_t 0.007] [optim_t 0.220] [lr 0.000231] [CE 3.835 (3.925)] [KD 2.312 (2.296)] 2024-10-14 23:23:47,736 - Train: 83.27% [1041650/1251000] [832.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.011] [optim_t 0.224] [lr 0.000231] [CE 3.773 (4.018)] [KD 2.287 (2.356)] 2024-10-14 23:23:59,698 - Train: 83.27% [1041700/1251000] [832.7/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.000230] [CE 4.606 (4.037)] [KD 2.577 (2.379)] 2024-10-14 23:24:12,600 - Train: 83.27% [1041750/1251000] [832.7/1000.0] [batch_t 0.239 (0.258)] [data_t 0.010] [optim_t 0.229] [lr 0.000230] [CE 3.946 (4.011)] [KD 2.371 (2.378)] 2024-10-14 23:24:24,564 - Train: 83.28% [1041800/1251000] [832.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.010] [optim_t 0.233] [lr 0.000230] [CE 4.311 (4.016)] [KD 2.558 (2.355)] 2024-10-14 23:24:36,561 - Train: 83.28% [1041850/1251000] [832.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.000230] [CE 4.078 (4.022)] [KD 2.210 (2.356)] 2024-10-14 23:24:49,270 - Train: 83.29% [1041900/1251000] [832.9/1000.0] [batch_t 0.230 (0.254)] [data_t 0.007] [optim_t 0.223] [lr 0.000230] [CE 4.014 (4.014)] [KD 2.513 (2.349)] 2024-10-14 23:25:02,039 - Train: 83.29% [1041950/1251000] [832.9/1000.0] [batch_t 0.254 (0.255)] [data_t 0.008] [optim_t 0.246] [lr 0.000230] [CE 3.879 (3.963)] [KD 2.237 (2.311)] 2024-10-14 23:25:14,065 - Train: 83.29% [1042000/1251000] [832.9/1000.0] [batch_t 0.249 (0.240)] [data_t 0.010] [optim_t 0.239] [lr 0.000230] [CE 4.138 (3.993)] [KD 2.500 (2.342)] 2024-10-14 23:25:26,458 - Train: 83.30% [1042050/1251000] [833.0/1000.0] [batch_t 0.248 (0.248)] [data_t 0.010] [optim_t 0.237] [lr 0.000230] [CE 4.242 (3.964)] [KD 2.553 (2.346)] 2024-10-14 23:25:44,118 - Test (net): 100.00% [50/50] [batch_t 0.073 (0.180)] [top1_cnt 39958] [top5_cnt 47468] [top_all 50000] 2024-10-14 23:25:44,119 - net: 79.916 (94.936) 2024-10-14 23:25:53,303 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 40594] [top5_cnt 47745] [top_all 50000] 2024-10-14 23:25:53,304 - net_E: 81.188 (95.490) 2024-10-14 23:25:53,495 - Max [top1: 79.996 (epoch: 831)] [top1-ema: 81.238 (epoch: 832)] 2024-10-14 23:25:53,495 - ==> Total time: 3 days, 2:47:46 Eta: 14:59:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:26:01,645 - Train: 83.30% [1042100/1251000] [833.0/1000.0] [batch_t 0.237 (0.277)] [data_t 0.008] [optim_t 0.229] [lr 0.000230] [CE 3.205 (3.880)] [KD 2.022 (2.276)] 2024-10-14 23:26:14,218 - Train: 83.31% [1042150/1251000] [833.1/1000.0] [batch_t 0.237 (0.251)] [data_t 0.010] [optim_t 0.227] [lr 0.000230] [CE 3.702 (3.956)] [KD 2.128 (2.317)] 2024-10-14 23:26:27,150 - Train: 83.31% [1042200/1251000] [833.1/1000.0] [batch_t 0.242 (0.258)] [data_t 0.010] [optim_t 0.232] [lr 0.000230] [CE 3.619 (3.934)] [KD 2.172 (2.317)] 2024-10-14 23:26:39,361 - Train: 83.31% [1042250/1251000] [833.1/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000229] [CE 4.034 (4.044)] [KD 2.419 (2.397)] 2024-10-14 23:26:51,427 - Train: 83.32% [1042300/1251000] [833.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.010] [optim_t 0.229] [lr 0.000229] [CE 4.367 (4.013)] [KD 2.503 (2.346)] 2024-10-14 23:27:03,670 - Train: 83.32% [1042350/1251000] [833.2/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.000229] [CE 3.692 (4.005)] [KD 2.067 (2.338)] 2024-10-14 23:27:16,546 - Train: 83.33% [1042400/1251000] [833.3/1000.0] [batch_t 0.225 (0.257)] [data_t 0.006] [optim_t 0.219] [lr 0.000229] [CE 3.936 (4.007)] [KD 2.339 (2.352)] 2024-10-14 23:27:28,510 - Train: 83.33% [1042450/1251000] [833.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000229] [CE 3.620 (4.001)] [KD 2.134 (2.334)] 2024-10-14 23:27:41,426 - Train: 83.33% [1042500/1251000] [833.3/1000.0] [batch_t 0.245 (0.258)] [data_t 0.009] [optim_t 0.236] [lr 0.000229] [CE 3.766 (3.922)] [KD 2.203 (2.267)] 2024-10-14 23:27:53,383 - Train: 83.34% [1042550/1251000] [833.4/1000.0] [batch_t 0.240 (0.239)] [data_t 0.010] [optim_t 0.231] [lr 0.000229] [CE 4.271 (3.946)] [KD 2.491 (2.310)] 2024-10-14 23:28:05,751 - Train: 83.34% [1042600/1251000] [833.4/1000.0] [batch_t 0.243 (0.246)] [data_t 0.011] [optim_t 0.232] [lr 0.000229] [CE 4.207 (3.999)] [KD 2.495 (2.350)] 2024-10-14 23:28:18,058 - Train: 83.35% [1042650/1251000] [833.5/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.000229] [CE 4.251 (3.981)] [KD 2.544 (2.342)] 2024-10-14 23:28:30,575 - Train: 83.35% [1042700/1251000] [833.5/1000.0] [batch_t 0.249 (0.250)] [data_t 0.008] [optim_t 0.242] [lr 0.000229] [CE 3.653 (4.012)] [KD 2.283 (2.355)] 2024-10-14 23:28:42,465 - Train: 83.35% [1042750/1251000] [833.5/1000.0] [batch_t 0.229 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.000228] [CE 4.263 (3.984)] [KD 2.411 (2.318)] 2024-10-14 23:28:55,172 - Train: 83.36% [1042800/1251000] [833.6/1000.0] [batch_t 0.244 (0.254)] [data_t 0.008] [optim_t 0.236] [lr 0.000228] [CE 3.849 (4.028)] [KD 2.263 (2.361)] 2024-10-14 23:29:07,749 - Train: 83.36% [1042850/1251000] [833.6/1000.0] [batch_t 0.246 (0.251)] [data_t 0.007] [optim_t 0.239] [lr 0.000228] [CE 3.873 (4.008)] [KD 2.264 (2.340)] 2024-10-14 23:29:20,145 - Train: 83.37% [1042900/1251000] [833.7/1000.0] [batch_t 0.245 (0.248)] [data_t 0.008] [optim_t 0.237] [lr 0.000228] [CE 4.011 (3.992)] [KD 2.247 (2.331)] 2024-10-14 23:29:32,374 - Train: 83.37% [1042950/1251000] [833.7/1000.0] [batch_t 0.239 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.000228] [CE 4.309 (4.032)] [KD 2.597 (2.365)] 2024-10-14 23:29:45,491 - Train: 83.37% [1043000/1251000] [833.7/1000.0] [batch_t 0.240 (0.262)] [data_t 0.009] [optim_t 0.231] [lr 0.000228] [CE 4.676 (3.917)] [KD 2.705 (2.297)] 2024-10-14 23:29:57,515 - Train: 83.38% [1043050/1251000] [833.8/1000.0] [batch_t 0.231 (0.240)] [data_t 0.007] [optim_t 0.224] [lr 0.000228] [CE 4.185 (4.013)] [KD 2.555 (2.353)] 2024-10-14 23:30:10,412 - Train: 83.38% [1043100/1251000] [833.8/1000.0] [batch_t 0.235 (0.258)] [data_t 0.007] [optim_t 0.228] [lr 0.000228] [CE 3.761 (3.930)] [KD 2.248 (2.310)] 2024-10-14 23:30:23,207 - Train: 83.39% [1043150/1251000] [833.9/1000.0] [batch_t 0.233 (0.256)] [data_t 0.007] [optim_t 0.226] [lr 0.000228] [CE 4.142 (3.939)] [KD 2.392 (2.306)] 2024-10-14 23:30:35,624 - Train: 83.39% [1043200/1251000] [833.9/1000.0] [batch_t 0.234 (0.248)] [data_t 0.011] [optim_t 0.223] [lr 0.000228] [CE 4.124 (4.082)] [KD 2.447 (2.381)] 2024-10-14 23:30:47,947 - Train: 83.39% [1043250/1251000] [833.9/1000.0] [batch_t 0.518 (0.246)] [data_t 0.011] [optim_t 0.507] [lr 0.000228] [CE 3.870 (3.987)] [KD 2.327 (2.354)] 2024-10-14 23:31:00,498 - Train: 83.40% [1043300/1251000] [834.0/1000.0] [batch_t 0.228 (0.251)] [data_t 0.008] [optim_t 0.220] [lr 0.000227] [CE 4.145 (3.986)] [KD 2.288 (2.317)] 2024-10-14 23:31:16,982 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.159)] [top1_cnt 40038] [top5_cnt 47464] [top_all 50000] 2024-10-14 23:31:16,982 - net: 80.076 (94.928) 2024-10-14 23:31:26,372 - Test (net_E): 100.00% [50/50] [batch_t 0.572 (0.171)] [top1_cnt 40566] [top5_cnt 47753] [top_all 50000] 2024-10-14 23:31:26,373 - net_E: 81.132 (95.506) 2024-10-14 23:31:26,580 - Max [top1: 80.076 (epoch: 834)] [top1-ema: 81.238 (epoch: 832)] 2024-10-14 23:31:26,581 - ==> Total time: 3 days, 2:53:19 Eta: 14:54:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:31:43,545 - Train: 83.40% [1043350/1251000] [834.0/1000.0] [batch_t 0.225 (0.275)] [data_t 0.010] [optim_t 0.215] [lr 0.000227] [CE 3.921 (3.876)] [KD 2.286 (2.244)] 2024-10-14 23:31:55,692 - Train: 83.41% [1043400/1251000] [834.1/1000.0] [batch_t 0.228 (0.243)] [data_t 0.007] [optim_t 0.221] [lr 0.000227] [CE 4.437 (4.060)] [KD 2.472 (2.356)] 2024-10-14 23:32:08,896 - Train: 83.41% [1043450/1251000] [834.1/1000.0] [batch_t 0.252 (0.264)] [data_t 0.007] [optim_t 0.245] [lr 0.000227] [CE 3.944 (3.959)] [KD 2.214 (2.297)] 2024-10-14 23:32:21,295 - Train: 83.41% [1043500/1251000] [834.1/1000.0] [batch_t 0.229 (0.248)] [data_t 0.008] [optim_t 0.221] [lr 0.000227] [CE 3.971 (3.999)] [KD 2.237 (2.321)] 2024-10-14 23:32:33,470 - Train: 83.42% [1043550/1251000] [834.2/1000.0] [batch_t 0.244 (0.243)] [data_t 0.007] [optim_t 0.237] [lr 0.000227] [CE 4.184 (3.994)] [KD 2.461 (2.348)] 2024-10-14 23:32:45,918 - Train: 83.42% [1043600/1251000] [834.2/1000.0] [batch_t 0.225 (0.249)] [data_t 0.007] [optim_t 0.218] [lr 0.000227] [CE 3.770 (3.976)] [KD 2.234 (2.314)] 2024-10-14 23:32:57,948 - Train: 83.43% [1043650/1251000] [834.3/1000.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000227] [CE 4.002 (3.926)] [KD 2.384 (2.301)] 2024-10-14 23:33:10,356 - Train: 83.43% [1043700/1251000] [834.3/1000.0] [batch_t 0.259 (0.248)] [data_t 0.006] [optim_t 0.253] [lr 0.000227] [CE 3.580 (3.944)] [KD 2.187 (2.315)] 2024-10-14 23:33:22,795 - Train: 83.43% [1043750/1251000] [834.3/1000.0] [batch_t 0.245 (0.249)] [data_t 0.006] [optim_t 0.238] [lr 0.000227] [CE 4.099 (3.936)] [KD 2.335 (2.294)] 2024-10-14 23:33:35,334 - Train: 83.44% [1043800/1251000] [834.4/1000.0] [batch_t 0.238 (0.251)] [data_t 0.007] [optim_t 0.232] [lr 0.000227] [CE 3.951 (3.997)] [KD 2.361 (2.334)] 2024-10-14 23:33:47,859 - Train: 83.44% [1043850/1251000] [834.4/1000.0] [batch_t 0.249 (0.250)] [data_t 0.006] [optim_t 0.243] [lr 0.000226] [CE 3.846 (4.003)] [KD 2.327 (2.338)] 2024-10-14 23:34:00,202 - Train: 83.45% [1043900/1251000] [834.5/1000.0] [batch_t 0.227 (0.247)] [data_t 0.010] [optim_t 0.217] [lr 0.000226] [CE 4.376 (3.975)] [KD 2.372 (2.304)] 2024-10-14 23:34:12,155 - Train: 83.45% [1043950/1251000] [834.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.228] [lr 0.000226] [CE 3.567 (4.064)] [KD 2.112 (2.359)] 2024-10-14 23:34:24,524 - Train: 83.45% [1044000/1251000] [834.5/1000.0] [batch_t 0.555 (0.247)] [data_t 0.007] [optim_t 0.548] [lr 0.000226] [CE 4.347 (3.998)] [KD 2.562 (2.331)] 2024-10-14 23:34:37,167 - Train: 83.46% [1044050/1251000] [834.6/1000.0] [batch_t 0.234 (0.253)] [data_t 0.007] [optim_t 0.227] [lr 0.000226] [CE 3.543 (4.020)] [KD 2.163 (2.339)] 2024-10-14 23:34:50,000 - Train: 83.46% [1044100/1251000] [834.6/1000.0] [batch_t 0.227 (0.256)] [data_t 0.010] [optim_t 0.218] [lr 0.000226] [CE 3.765 (3.923)] [KD 2.346 (2.309)] 2024-10-14 23:35:02,595 - Train: 83.47% [1044150/1251000] [834.7/1000.0] [batch_t 0.254 (0.252)] [data_t 0.010] [optim_t 0.244] [lr 0.000226] [CE 4.600 (3.971)] [KD 2.494 (2.329)] 2024-10-14 23:35:14,875 - Train: 83.47% [1044200/1251000] [834.7/1000.0] [batch_t 0.229 (0.245)] [data_t 0.010] [optim_t 0.219] [lr 0.000226] [CE 4.128 (3.975)] [KD 2.499 (2.343)] 2024-10-14 23:35:27,361 - Train: 83.47% [1044250/1251000] [834.7/1000.0] [batch_t 0.226 (0.250)] [data_t 0.009] [optim_t 0.217] [lr 0.000226] [CE 4.224 (4.047)] [KD 2.468 (2.362)] 2024-10-14 23:35:39,956 - Train: 83.48% [1044300/1251000] [834.8/1000.0] [batch_t 0.237 (0.252)] [data_t 0.010] [optim_t 0.227] [lr 0.000226] [CE 4.087 (4.014)] [KD 2.300 (2.331)] 2024-10-14 23:35:51,989 - Train: 83.48% [1044350/1251000] [834.8/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.000226] [CE 3.660 (3.959)] [KD 2.308 (2.334)] 2024-10-14 23:36:04,650 - Train: 83.49% [1044400/1251000] [834.9/1000.0] [batch_t 0.260 (0.253)] [data_t 0.008] [optim_t 0.252] [lr 0.000225] [CE 4.127 (3.966)] [KD 2.280 (2.323)] 2024-10-14 23:36:17,618 - Train: 83.49% [1044450/1251000] [834.9/1000.0] [batch_t 0.263 (0.259)] [data_t 0.009] [optim_t 0.254] [lr 0.000225] [CE 4.446 (3.940)] [KD 2.515 (2.306)] 2024-10-14 23:36:30,323 - Train: 83.49% [1044500/1251000] [834.9/1000.0] [batch_t 0.240 (0.254)] [data_t 0.007] [optim_t 0.233] [lr 0.000225] [CE 3.958 (3.967)] [KD 2.140 (2.332)] 2024-10-14 23:36:42,704 - Train: 83.50% [1044550/1251000] [835.0/1000.0] [batch_t 0.262 (0.247)] [data_t 0.011] [optim_t 0.251] [lr 0.000225] [CE 3.618 (4.049)] [KD 2.169 (2.379)] 2024-10-14 23:36:59,850 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.169)] [top1_cnt 39921] [top5_cnt 47463] [top_all 50000] 2024-10-14 23:36:59,851 - net: 79.842 (94.926) 2024-10-14 23:37:10,026 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.188)] [top1_cnt 40593] [top5_cnt 47748] [top_all 50000] 2024-10-14 23:37:10,027 - net_E: 81.186 (95.496) 2024-10-14 23:37:10,222 - Max [top1: 80.076 (epoch: 834)] [top1-ema: 81.238 (epoch: 832)] 2024-10-14 23:37:10,222 - ==> Total time: 3 days, 2:59:03 Eta: 14:49:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:37:17,272 - Train: 83.50% [1044600/1251000] [835.0/1000.0] [batch_t 0.237 (0.285)] [data_t 0.008] [optim_t 0.229] [lr 0.000225] [CE 3.858 (4.037)] [KD 2.235 (2.331)] 2024-10-14 23:37:29,784 - Train: 83.51% [1044650/1251000] [835.1/1000.0] [batch_t 0.245 (0.250)] [data_t 0.011] [optim_t 0.235] [lr 0.000225] [CE 4.023 (3.988)] [KD 2.335 (2.330)] 2024-10-14 23:37:42,011 - Train: 83.51% [1044700/1251000] [835.1/1000.0] [batch_t 0.230 (0.244)] [data_t 0.010] [optim_t 0.220] [lr 0.000225] [CE 3.921 (3.989)] [KD 2.241 (2.332)] 2024-10-14 23:37:54,548 - Train: 83.51% [1044750/1251000] [835.1/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000225] [CE 4.519 (3.962)] [KD 2.428 (2.300)] 2024-10-14 23:38:07,173 - Train: 83.52% [1044800/1251000] [835.2/1000.0] [batch_t 0.230 (0.252)] [data_t 0.010] [optim_t 0.220] [lr 0.000225] [CE 3.953 (3.967)] [KD 2.111 (2.312)] 2024-10-14 23:38:19,245 - Train: 83.52% [1044850/1251000] [835.2/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.000225] [CE 3.878 (3.927)] [KD 2.216 (2.290)] 2024-10-14 23:38:31,500 - Train: 83.53% [1044900/1251000] [835.3/1000.0] [batch_t 0.237 (0.245)] [data_t 0.006] [optim_t 0.231] [lr 0.000225] [CE 4.108 (3.994)] [KD 2.574 (2.334)] 2024-10-14 23:38:44,028 - Train: 83.53% [1044950/1251000] [835.3/1000.0] [batch_t 0.246 (0.250)] [data_t 0.010] [optim_t 0.237] [lr 0.000224] [CE 4.054 (3.978)] [KD 2.311 (2.310)] 2024-10-14 23:38:56,345 - Train: 83.53% [1045000/1251000] [835.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.000224] [CE 4.260 (3.977)] [KD 2.555 (2.313)] 2024-10-14 23:39:08,827 - Train: 83.54% [1045050/1251000] [835.4/1000.0] [batch_t 0.237 (0.249)] [data_t 0.007] [optim_t 0.230] [lr 0.000224] [CE 3.905 (4.013)] [KD 2.315 (2.333)] 2024-10-14 23:39:21,570 - Train: 83.54% [1045100/1251000] [835.4/1000.0] [batch_t 0.216 (0.255)] [data_t 0.007] [optim_t 0.209] [lr 0.000224] [CE 4.412 (4.000)] [KD 2.525 (2.319)] 2024-10-14 23:39:33,508 - Train: 83.55% [1045150/1251000] [835.5/1000.0] [batch_t 0.242 (0.239)] [data_t 0.010] [optim_t 0.232] [lr 0.000224] [CE 4.059 (3.940)] [KD 2.400 (2.299)] 2024-10-14 23:39:45,704 - Train: 83.55% [1045200/1251000] [835.5/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000224] [CE 3.651 (3.972)] [KD 2.080 (2.308)] 2024-10-14 23:39:57,981 - Train: 83.55% [1045250/1251000] [835.5/1000.0] [batch_t 0.244 (0.245)] [data_t 0.010] [optim_t 0.234] [lr 0.000224] [CE 3.869 (3.919)] [KD 2.177 (2.283)] 2024-10-14 23:40:10,752 - Train: 83.56% [1045300/1251000] [835.6/1000.0] [batch_t 0.223 (0.255)] [data_t 0.010] [optim_t 0.213] [lr 0.000224] [CE 4.187 (3.929)] [KD 2.365 (2.293)] 2024-10-14 23:40:22,876 - Train: 83.56% [1045350/1251000] [835.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000224] [CE 3.963 (3.991)] [KD 2.338 (2.320)] 2024-10-14 23:40:35,896 - Train: 83.57% [1045400/1251000] [835.7/1000.0] [batch_t 0.237 (0.260)] [data_t 0.007] [optim_t 0.230] [lr 0.000224] [CE 4.354 (4.035)] [KD 2.571 (2.344)] 2024-10-14 23:40:47,933 - Train: 83.57% [1045450/1251000] [835.7/1000.0] [batch_t 0.238 (0.241)] [data_t 0.008] [optim_t 0.230] [lr 0.000223] [CE 4.147 (3.945)] [KD 2.439 (2.318)] 2024-10-14 23:41:00,122 - Train: 83.57% [1045500/1251000] [835.7/1000.0] [batch_t 0.218 (0.244)] [data_t 0.009] [optim_t 0.209] [lr 0.000223] [CE 4.133 (3.994)] [KD 2.289 (2.322)] 2024-10-14 23:41:13,014 - Train: 83.58% [1045550/1251000] [835.8/1000.0] [batch_t 0.243 (0.258)] [data_t 0.009] [optim_t 0.234] [lr 0.000223] [CE 3.952 (4.014)] [KD 2.280 (2.336)] 2024-10-14 23:41:25,582 - Train: 83.58% [1045600/1251000] [835.8/1000.0] [batch_t 0.231 (0.251)] [data_t 0.010] [optim_t 0.220] [lr 0.000223] [CE 4.246 (4.012)] [KD 2.444 (2.332)] 2024-10-14 23:41:37,684 - Train: 83.59% [1045650/1251000] [835.9/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.000223] [CE 4.357 (3.984)] [KD 2.505 (2.322)] 2024-10-14 23:41:50,526 - Train: 83.59% [1045700/1251000] [835.9/1000.0] [batch_t 0.527 (0.257)] [data_t 0.006] [optim_t 0.521] [lr 0.000223] [CE 3.775 (3.969)] [KD 2.345 (2.347)] 2024-10-14 23:42:02,689 - Train: 83.59% [1045750/1251000] [835.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.006] [optim_t 0.234] [lr 0.000223] [CE 3.357 (3.874)] [KD 1.785 (2.286)] 2024-10-14 23:42:17,298 - Train: 83.60% [1045800/1251000] [836.0/1000.0] [batch_t 0.249 (0.242)] [data_t 0.008] [optim_t 0.242] [lr 0.000223] [CE 4.294 (3.971)] [KD 2.389 (2.328)] 2024-10-14 23:42:36,157 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.191)] [top1_cnt 39897] [top5_cnt 47449] [top_all 50000] 2024-10-14 23:42:36,157 - net: 79.794 (94.898) 2024-10-14 23:42:45,766 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 40602] [top5_cnt 47733] [top_all 50000] 2024-10-14 23:42:45,767 - net_E: 81.204 (95.466) 2024-10-14 23:42:45,963 - Max [top1: 80.076 (epoch: 834)] [top1-ema: 81.238 (epoch: 832)] 2024-10-14 23:42:45,964 - ==> Total time: 3 days, 3:04:38 Eta: 14:43:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:42:53,066 - Train: 83.60% [1045850/1251000] [836.0/1000.0] [batch_t 0.223 (0.290)] [data_t 0.006] [optim_t 0.216] [lr 0.000223] [CE 3.922 (4.079)] [KD 2.303 (2.393)] 2024-10-14 23:43:05,945 - Train: 83.61% [1045900/1251000] [836.1/1000.0] [batch_t 0.242 (0.255)] [data_t 0.010] [optim_t 0.232] [lr 0.000223] [CE 4.058 (3.997)] [KD 2.418 (2.305)] 2024-10-14 23:43:18,124 - Train: 83.61% [1045950/1251000] [836.1/1000.0] [batch_t 0.241 (0.243)] [data_t 0.008] [optim_t 0.232] [lr 0.000223] [CE 4.048 (3.938)] [KD 2.406 (2.323)] 2024-10-14 23:43:30,331 - Train: 83.61% [1046000/1251000] [836.1/1000.0] [batch_t 0.247 (0.244)] [data_t 0.007] [optim_t 0.240] [lr 0.000222] [CE 3.856 (3.941)] [KD 2.251 (2.295)] 2024-10-14 23:43:43,068 - Train: 83.62% [1046050/1251000] [836.2/1000.0] [batch_t 0.242 (0.255)] [data_t 0.010] [optim_t 0.232] [lr 0.000222] [CE 4.224 (3.965)] [KD 2.495 (2.319)] 2024-10-14 23:43:55,471 - Train: 83.62% [1046100/1251000] [836.2/1000.0] [batch_t 0.233 (0.248)] [data_t 0.010] [optim_t 0.223] [lr 0.000222] [CE 3.764 (3.998)] [KD 2.176 (2.314)] 2024-10-14 23:44:08,046 - Train: 83.63% [1046150/1251000] [836.3/1000.0] [batch_t 0.237 (0.251)] [data_t 0.011] [optim_t 0.226] [lr 0.000222] [CE 4.112 (4.035)] [KD 2.279 (2.369)] 2024-10-14 23:44:20,187 - Train: 83.63% [1046200/1251000] [836.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.010] [optim_t 0.229] [lr 0.000222] [CE 4.027 (4.049)] [KD 2.388 (2.336)] 2024-10-14 23:44:32,302 - Train: 83.63% [1046250/1251000] [836.3/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.227] [lr 0.000222] [CE 3.581 (3.966)] [KD 1.967 (2.311)] 2024-10-14 23:44:45,228 - Train: 83.64% [1046300/1251000] [836.4/1000.0] [batch_t 0.250 (0.258)] [data_t 0.007] [optim_t 0.243] [lr 0.000222] [CE 3.740 (3.928)] [KD 2.178 (2.297)] 2024-10-14 23:44:57,374 - Train: 83.64% [1046350/1251000] [836.4/1000.0] [batch_t 0.242 (0.243)] [data_t 0.008] [optim_t 0.234] [lr 0.000222] [CE 4.064 (3.926)] [KD 2.341 (2.274)] 2024-10-14 23:45:09,526 - Train: 83.65% [1046400/1251000] [836.5/1000.0] [batch_t 0.247 (0.243)] [data_t 0.010] [optim_t 0.237] [lr 0.000222] [CE 3.542 (3.928)] [KD 2.053 (2.296)] 2024-10-14 23:45:22,066 - Train: 83.65% [1046450/1251000] [836.5/1000.0] [batch_t 0.247 (0.251)] [data_t 0.007] [optim_t 0.241] [lr 0.000222] [CE 4.483 (3.964)] [KD 2.403 (2.311)] 2024-10-14 23:45:34,622 - Train: 83.65% [1046500/1251000] [836.5/1000.0] [batch_t 0.242 (0.251)] [data_t 0.011] [optim_t 0.232] [lr 0.000222] [CE 4.266 (3.966)] [KD 2.480 (2.298)] 2024-10-14 23:45:46,523 - Train: 83.66% [1046550/1251000] [836.6/1000.0] [batch_t 0.231 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.000221] [CE 3.667 (3.974)] [KD 2.275 (2.336)] 2024-10-14 23:45:59,130 - Train: 83.66% [1046600/1251000] [836.6/1000.0] [batch_t 0.230 (0.252)] [data_t 0.008] [optim_t 0.222] [lr 0.000221] [CE 3.500 (3.995)] [KD 2.071 (2.337)] 2024-10-14 23:46:11,510 - Train: 83.67% [1046650/1251000] [836.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.008] [optim_t 0.227] [lr 0.000221] [CE 4.354 (3.978)] [KD 2.587 (2.330)] 2024-10-14 23:46:23,932 - Train: 83.67% [1046700/1251000] [836.7/1000.0] [batch_t 0.254 (0.248)] [data_t 0.009] [optim_t 0.245] [lr 0.000221] [CE 4.248 (3.965)] [KD 2.450 (2.307)] 2024-10-14 23:46:36,469 - Train: 83.67% [1046750/1251000] [836.7/1000.0] [batch_t 0.245 (0.251)] [data_t 0.007] [optim_t 0.239] [lr 0.000221] [CE 4.285 (3.995)] [KD 2.659 (2.338)] 2024-10-14 23:46:48,715 - Train: 83.68% [1046800/1251000] [836.8/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000221] [CE 3.874 (3.964)] [KD 2.155 (2.306)] 2024-10-14 23:47:00,747 - Train: 83.68% [1046850/1251000] [836.8/1000.0] [batch_t 0.244 (0.240)] [data_t 0.008] [optim_t 0.236] [lr 0.000221] [CE 4.157 (3.955)] [KD 2.442 (2.298)] 2024-10-14 23:47:13,428 - Train: 83.69% [1046900/1251000] [836.9/1000.0] [batch_t 0.465 (0.253)] [data_t 0.010] [optim_t 0.455] [lr 0.000221] [CE 4.269 (4.069)] [KD 2.580 (2.371)] 2024-10-14 23:47:25,860 - Train: 83.69% [1046950/1251000] [836.9/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.237] [lr 0.000221] [CE 3.992 (4.023)] [KD 2.445 (2.344)] 2024-10-14 23:47:37,877 - Train: 83.69% [1047000/1251000] [836.9/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.000221] [CE 4.110 (4.047)] [KD 2.366 (2.342)] 2024-10-14 23:47:50,655 - Train: 83.70% [1047050/1251000] [837.0/1000.0] [batch_t 0.229 (0.255)] [data_t 0.010] [optim_t 0.219] [lr 0.000221] [CE 3.905 (3.990)] [KD 2.246 (2.337)] 2024-10-14 23:48:09,532 - Test (net): 100.00% [50/50] [batch_t 0.346 (0.186)] [top1_cnt 40085] [top5_cnt 47493] [top_all 50000] 2024-10-14 23:48:09,532 - net: 80.170 (94.986) 2024-10-14 23:48:18,418 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 40629] [top5_cnt 47728] [top_all 50000] 2024-10-14 23:48:18,418 - net_E: 81.258 (95.456) 2024-10-14 23:48:18,634 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.258 (epoch: 837)] 2024-10-14 23:48:18,635 - ==> Total time: 3 days, 3:10:11 Eta: 14:38:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:48:40,927 - Train: 83.70% [1047100/1251000] [837.0/1000.0] [batch_t 0.244 (0.287)] [data_t 0.008] [optim_t 0.236] [lr 0.000220] [CE 4.139 (3.929)] [KD 2.482 (2.261)] 2024-10-14 23:48:53,257 - Train: 83.71% [1047150/1251000] [837.1/1000.0] [batch_t 0.248 (0.246)] [data_t 0.006] [optim_t 0.242] [lr 0.000220] [CE 3.758 (3.940)] [KD 2.252 (2.307)] 2024-10-14 23:49:05,773 - Train: 83.71% [1047200/1251000] [837.1/1000.0] [batch_t 0.251 (0.250)] [data_t 0.009] [optim_t 0.242] [lr 0.000220] [CE 3.786 (3.908)] [KD 2.216 (2.240)] 2024-10-14 23:49:18,076 - Train: 83.71% [1047250/1251000] [837.1/1000.0] [batch_t 0.245 (0.246)] [data_t 0.010] [optim_t 0.235] [lr 0.000220] [CE 4.342 (4.000)] [KD 2.372 (2.307)] 2024-10-14 23:49:30,277 - Train: 83.72% [1047300/1251000] [837.2/1000.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.000220] [CE 3.635 (3.953)] [KD 2.247 (2.288)] 2024-10-14 23:49:42,861 - Train: 83.72% [1047350/1251000] [837.2/1000.0] [batch_t 0.237 (0.251)] [data_t 0.010] [optim_t 0.227] [lr 0.000220] [CE 4.375 (3.958)] [KD 2.545 (2.315)] 2024-10-14 23:49:55,251 - Train: 83.73% [1047400/1251000] [837.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.010] [optim_t 0.229] [lr 0.000220] [CE 3.537 (3.956)] [KD 2.104 (2.295)] 2024-10-14 23:50:07,769 - Train: 83.73% [1047450/1251000] [837.3/1000.0] [batch_t 0.236 (0.250)] [data_t 0.007] [optim_t 0.229] [lr 0.000220] [CE 3.792 (3.973)] [KD 2.273 (2.313)] 2024-10-14 23:50:20,225 - Train: 83.73% [1047500/1251000] [837.3/1000.0] [batch_t 0.233 (0.249)] [data_t 0.011] [optim_t 0.222] [lr 0.000220] [CE 3.730 (3.965)] [KD 2.239 (2.299)] 2024-10-14 23:50:32,246 - Train: 83.74% [1047550/1251000] [837.4/1000.0] [batch_t 0.237 (0.240)] [data_t 0.007] [optim_t 0.230] [lr 0.000220] [CE 4.289 (4.023)] [KD 2.506 (2.340)] 2024-10-14 23:50:44,604 - Train: 83.74% [1047600/1251000] [837.4/1000.0] [batch_t 0.247 (0.247)] [data_t 0.010] [optim_t 0.237] [lr 0.000220] [CE 3.948 (3.931)] [KD 2.271 (2.303)] 2024-10-14 23:50:57,085 - Train: 83.75% [1047650/1251000] [837.5/1000.0] [batch_t 0.260 (0.249)] [data_t 0.008] [optim_t 0.251] [lr 0.000219] [CE 4.442 (4.039)] [KD 2.582 (2.340)] 2024-10-14 23:51:09,753 - Train: 83.75% [1047700/1251000] [837.5/1000.0] [batch_t 0.243 (0.253)] [data_t 0.009] [optim_t 0.233] [lr 0.000219] [CE 4.005 (4.011)] [KD 2.435 (2.323)] 2024-10-14 23:51:21,812 - Train: 83.75% [1047750/1251000] [837.5/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000219] [CE 3.982 (4.031)] [KD 2.439 (2.339)] 2024-10-14 23:51:34,045 - Train: 83.76% [1047800/1251000] [837.6/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000219] [CE 4.348 (4.023)] [KD 2.458 (2.317)] 2024-10-14 23:51:46,528 - Train: 83.76% [1047850/1251000] [837.6/1000.0] [batch_t 0.230 (0.249)] [data_t 0.007] [optim_t 0.223] [lr 0.000219] [CE 3.872 (3.998)] [KD 2.376 (2.313)] 2024-10-14 23:51:58,948 - Train: 83.76% [1047900/1251000] [837.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000219] [CE 4.079 (4.019)] [KD 2.336 (2.330)] 2024-10-14 23:52:11,561 - Train: 83.77% [1047950/1251000] [837.7/1000.0] [batch_t 0.226 (0.252)] [data_t 0.010] [optim_t 0.216] [lr 0.000219] [CE 4.173 (3.928)] [KD 2.369 (2.305)] 2024-10-14 23:52:24,320 - Train: 83.77% [1048000/1251000] [837.7/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.000219] [CE 3.709 (3.956)] [KD 2.253 (2.299)] 2024-10-14 23:52:36,434 - Train: 83.78% [1048050/1251000] [837.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000219] [CE 3.902 (4.005)] [KD 2.398 (2.319)] 2024-10-14 23:52:49,017 - Train: 83.78% [1048100/1251000] [837.8/1000.0] [batch_t 0.234 (0.251)] [data_t 0.010] [optim_t 0.224] [lr 0.000219] [CE 4.010 (3.955)] [KD 2.355 (2.286)] 2024-10-14 23:53:01,458 - Train: 83.78% [1048150/1251000] [837.8/1000.0] [batch_t 0.247 (0.249)] [data_t 0.010] [optim_t 0.238] [lr 0.000219] [CE 3.832 (3.966)] [KD 2.273 (2.303)] 2024-10-14 23:53:13,962 - Train: 83.79% [1048200/1251000] [837.9/1000.0] [batch_t 0.239 (0.250)] [data_t 0.008] [optim_t 0.231] [lr 0.000218] [CE 4.015 (4.019)] [KD 2.352 (2.339)] 2024-10-14 23:53:26,946 - Train: 83.79% [1048250/1251000] [837.9/1000.0] [batch_t 0.250 (0.259)] [data_t 0.010] [optim_t 0.240] [lr 0.000218] [CE 4.411 (3.995)] [KD 2.528 (2.297)] 2024-10-14 23:53:39,848 - Train: 83.80% [1048300/1251000] [838.0/1000.0] [batch_t 0.256 (0.258)] [data_t 0.010] [optim_t 0.246] [lr 0.000218] [CE 4.199 (3.948)] [KD 2.508 (2.285)] 2024-10-14 23:53:57,578 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 39985] [top5_cnt 47449] [top_all 50000] 2024-10-14 23:53:57,578 - net: 79.970 (94.898) 2024-10-14 23:54:06,617 - Test (net_E): 100.00% [50/50] [batch_t 0.154 (0.164)] [top1_cnt 40652] [top5_cnt 47733] [top_all 50000] 2024-10-14 23:54:06,618 - net_E: 81.304 (95.466) 2024-10-14 23:54:06,830 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.304 (epoch: 838)] 2024-10-14 23:54:06,831 - ==> Total time: 3 days, 3:15:59 Eta: 14:33:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:54:22,684 - Train: 83.80% [1048350/1251000] [838.0/1000.0] [batch_t 0.244 (0.289)] [data_t 0.007] [optim_t 0.237] [lr 0.000218] [CE 3.971 (3.899)] [KD 2.423 (2.249)] 2024-10-14 23:54:35,060 - Train: 83.80% [1048400/1251000] [838.0/1000.0] [batch_t 0.224 (0.247)] [data_t 0.008] [optim_t 0.216] [lr 0.000218] [CE 3.662 (3.997)] [KD 2.141 (2.333)] 2024-10-14 23:54:47,757 - Train: 83.81% [1048450/1251000] [838.1/1000.0] [batch_t 0.235 (0.254)] [data_t 0.007] [optim_t 0.228] [lr 0.000218] [CE 4.613 (3.995)] [KD 2.446 (2.306)] 2024-10-14 23:54:59,642 - Train: 83.81% [1048500/1251000] [838.1/1000.0] [batch_t 0.240 (0.238)] [data_t 0.007] [optim_t 0.233] [lr 0.000218] [CE 3.653 (4.037)] [KD 2.224 (2.341)] 2024-10-14 23:55:12,048 - Train: 83.82% [1048550/1251000] [838.2/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000218] [CE 3.563 (3.953)] [KD 1.978 (2.285)] 2024-10-14 23:55:24,407 - Train: 83.82% [1048600/1251000] [838.2/1000.0] [batch_t 0.235 (0.247)] [data_t 0.010] [optim_t 0.225] [lr 0.000218] [CE 3.529 (3.978)] [KD 2.096 (2.311)] 2024-10-14 23:55:36,554 - Train: 83.82% [1048650/1251000] [838.2/1000.0] [batch_t 0.259 (0.243)] [data_t 0.008] [optim_t 0.251] [lr 0.000218] [CE 3.878 (3.935)] [KD 2.238 (2.304)] 2024-10-14 23:55:48,549 - Train: 83.83% [1048700/1251000] [838.3/1000.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000218] [CE 4.128 (3.967)] [KD 2.212 (2.306)] 2024-10-14 23:56:01,358 - Train: 83.83% [1048750/1251000] [838.3/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.225] [lr 0.000217] [CE 4.210 (3.998)] [KD 2.429 (2.333)] 2024-10-14 23:56:13,179 - Train: 83.84% [1048800/1251000] [838.4/1000.0] [batch_t 0.227 (0.236)] [data_t 0.010] [optim_t 0.218] [lr 0.000217] [CE 3.866 (3.960)] [KD 2.247 (2.315)] 2024-10-14 23:56:25,154 - Train: 83.84% [1048850/1251000] [838.4/1000.0] [batch_t 0.226 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.000217] [CE 4.557 (4.005)] [KD 2.528 (2.313)] 2024-10-14 23:56:37,417 - Train: 83.84% [1048900/1251000] [838.4/1000.0] [batch_t 0.219 (0.245)] [data_t 0.007] [optim_t 0.212] [lr 0.000217] [CE 4.026 (4.026)] [KD 2.264 (2.339)] 2024-10-14 23:56:49,579 - Train: 83.85% [1048950/1251000] [838.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.000217] [CE 4.136 (3.989)] [KD 2.416 (2.325)] 2024-10-14 23:57:01,615 - Train: 83.85% [1049000/1251000] [838.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.007] [optim_t 0.230] [lr 0.000217] [CE 4.017 (3.988)] [KD 2.308 (2.311)] 2024-10-14 23:57:14,364 - Train: 83.86% [1049050/1251000] [838.6/1000.0] [batch_t 0.224 (0.255)] [data_t 0.007] [optim_t 0.216] [lr 0.000217] [CE 3.719 (3.900)] [KD 2.114 (2.271)] 2024-10-14 23:57:26,452 - Train: 83.86% [1049100/1251000] [838.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.007] [optim_t 0.232] [lr 0.000217] [CE 4.147 (3.940)] [KD 2.421 (2.285)] 2024-10-14 23:57:38,397 - Train: 83.86% [1049150/1251000] [838.6/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.221] [lr 0.000217] [CE 3.706 (4.049)] [KD 2.220 (2.319)] 2024-10-14 23:57:51,299 - Train: 83.87% [1049200/1251000] [838.7/1000.0] [batch_t 0.234 (0.258)] [data_t 0.009] [optim_t 0.226] [lr 0.000217] [CE 3.836 (3.978)] [KD 2.192 (2.295)] 2024-10-14 23:58:03,371 - Train: 83.87% [1049250/1251000] [838.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.010] [optim_t 0.232] [lr 0.000217] [CE 3.960 (3.997)] [KD 2.547 (2.296)] 2024-10-14 23:58:15,798 - Train: 83.88% [1049300/1251000] [838.8/1000.0] [batch_t 0.253 (0.248)] [data_t 0.007] [optim_t 0.247] [lr 0.000216] [CE 4.185 (4.024)] [KD 2.448 (2.321)] 2024-10-14 23:58:27,939 - Train: 83.88% [1049350/1251000] [838.8/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.000216] [CE 3.794 (3.999)] [KD 2.309 (2.317)] 2024-10-14 23:58:40,307 - Train: 83.88% [1049400/1251000] [838.8/1000.0] [batch_t 0.219 (0.247)] [data_t 0.007] [optim_t 0.212] [lr 0.000216] [CE 3.801 (3.979)] [KD 2.279 (2.307)] 2024-10-14 23:58:52,142 - Train: 83.89% [1049450/1251000] [838.9/1000.0] [batch_t 0.244 (0.237)] [data_t 0.008] [optim_t 0.235] [lr 0.000216] [CE 4.354 (3.991)] [KD 2.380 (2.299)] 2024-10-14 23:59:04,325 - Train: 83.89% [1049500/1251000] [838.9/1000.0] [batch_t 0.228 (0.243)] [data_t 0.011] [optim_t 0.217] [lr 0.000216] [CE 4.220 (3.982)] [KD 2.372 (2.291)] 2024-10-14 23:59:16,701 - Train: 83.90% [1049550/1251000] [839.0/1000.0] [batch_t 0.254 (0.247)] [data_t 0.010] [optim_t 0.244] [lr 0.000216] [CE 3.954 (3.891)] [KD 2.370 (2.244)] 2024-10-14 23:59:34,808 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 39954] [top5_cnt 47495] [top_all 50000] 2024-10-14 23:59:34,809 - net: 79.908 (94.990) 2024-10-14 23:59:43,682 - Test (net_E): 100.00% [50/50] [batch_t 0.097 (0.161)] [top1_cnt 40651] [top5_cnt 47741] [top_all 50000] 2024-10-14 23:59:43,682 - net_E: 81.302 (95.482) 2024-10-14 23:59:43,922 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.304 (epoch: 838)] 2024-10-14 23:59:43,922 - ==> Total time: 3 days, 3:21:36 Eta: 14:27:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-14 23:59:50,944 - Train: 83.90% [1049600/1251000] [839.0/1000.0] [batch_t 0.241 (0.304)] [data_t 0.007] [optim_t 0.234] [lr 0.000216] [CE 3.617 (3.884)] [KD 1.993 (2.246)] 2024-10-15 00:00:03,229 - Train: 83.90% [1049650/1251000] [839.0/1000.0] [batch_t 0.243 (0.245)] [data_t 0.010] [optim_t 0.233] [lr 0.000216] [CE 4.011 (3.944)] [KD 2.381 (2.292)] 2024-10-15 00:00:15,432 - Train: 83.91% [1049700/1251000] [839.1/1000.0] [batch_t 0.239 (0.244)] [data_t 0.011] [optim_t 0.228] [lr 0.000216] [CE 3.483 (4.017)] [KD 1.959 (2.315)] 2024-10-15 00:00:27,893 - Train: 83.91% [1049750/1251000] [839.1/1000.0] [batch_t 0.228 (0.249)] [data_t 0.010] [optim_t 0.218] [lr 0.000216] [CE 3.769 (3.947)] [KD 2.205 (2.274)] 2024-10-15 00:00:40,202 - Train: 83.92% [1049800/1251000] [839.2/1000.0] [batch_t 0.235 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.000216] [CE 4.085 (3.986)] [KD 2.281 (2.282)] 2024-10-15 00:00:52,876 - Train: 83.92% [1049850/1251000] [839.2/1000.0] [batch_t 0.235 (0.253)] [data_t 0.007] [optim_t 0.229] [lr 0.000215] [CE 4.055 (3.951)] [KD 2.262 (2.299)] 2024-10-15 00:01:05,407 - Train: 83.92% [1049900/1251000] [839.2/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.232] [lr 0.000215] [CE 4.795 (4.005)] [KD 2.948 (2.306)] 2024-10-15 00:01:17,461 - Train: 83.93% [1049950/1251000] [839.3/1000.0] [batch_t 0.248 (0.241)] [data_t 0.011] [optim_t 0.238] [lr 0.000215] [CE 4.006 (3.973)] [KD 2.244 (2.304)] 2024-10-15 00:01:29,582 - Train: 83.93% [1050000/1251000] [839.3/1000.0] [batch_t 0.251 (0.242)] [data_t 0.007] [optim_t 0.244] [lr 0.000215] [CE 3.579 (3.872)] [KD 2.167 (2.229)] 2024-10-15 00:01:42,922 - Train: 83.94% [1050050/1251000] [839.4/1000.0] [batch_t 0.238 (0.267)] [data_t 0.008] [optim_t 0.230] [lr 0.000215] [CE 4.370 (4.019)] [KD 2.527 (2.328)] 2024-10-15 00:01:55,711 - Train: 83.94% [1050100/1251000] [839.4/1000.0] [batch_t 0.242 (0.256)] [data_t 0.009] [optim_t 0.233] [lr 0.000215] [CE 3.736 (3.898)] [KD 2.171 (2.245)] 2024-10-15 00:02:07,935 - Train: 83.94% [1050150/1251000] [839.4/1000.0] [batch_t 0.239 (0.244)] [data_t 0.008] [optim_t 0.231] [lr 0.000215] [CE 4.254 (3.993)] [KD 2.414 (2.298)] 2024-10-15 00:02:20,867 - Train: 83.95% [1050200/1251000] [839.5/1000.0] [batch_t 0.242 (0.258)] [data_t 0.009] [optim_t 0.232] [lr 0.000215] [CE 3.943 (4.015)] [KD 2.276 (2.313)] 2024-10-15 00:02:33,496 - Train: 83.95% [1050250/1251000] [839.5/1000.0] [batch_t 0.241 (0.252)] [data_t 0.006] [optim_t 0.235] [lr 0.000215] [CE 3.895 (3.978)] [KD 2.171 (2.302)] 2024-10-15 00:02:45,704 - Train: 83.96% [1050300/1251000] [839.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.233] [lr 0.000215] [CE 4.162 (4.039)] [KD 2.452 (2.347)] 2024-10-15 00:02:57,940 - Train: 83.96% [1050350/1251000] [839.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.228] [lr 0.000215] [CE 3.771 (4.010)] [KD 2.262 (2.336)] 2024-10-15 00:03:11,130 - Train: 83.96% [1050400/1251000] [839.6/1000.0] [batch_t 0.249 (0.264)] [data_t 0.007] [optim_t 0.242] [lr 0.000214] [CE 4.205 (3.927)] [KD 2.452 (2.271)] 2024-10-15 00:03:23,536 - Train: 83.97% [1050450/1251000] [839.7/1000.0] [batch_t 0.214 (0.248)] [data_t 0.007] [optim_t 0.207] [lr 0.000214] [CE 4.537 (3.950)] [KD 2.511 (2.301)] 2024-10-15 00:03:35,625 - Train: 83.97% [1050500/1251000] [839.7/1000.0] [batch_t 0.242 (0.242)] [data_t 0.010] [optim_t 0.232] [lr 0.000214] [CE 4.097 (3.943)] [KD 2.284 (2.257)] 2024-10-15 00:03:47,642 - Train: 83.98% [1050550/1251000] [839.8/1000.0] [batch_t 0.242 (0.240)] [data_t 0.010] [optim_t 0.231] [lr 0.000214] [CE 3.908 (3.931)] [KD 2.293 (2.277)] 2024-10-15 00:03:59,259 - Train: 83.98% [1050600/1251000] [839.8/1000.0] [batch_t 0.236 (0.232)] [data_t 0.010] [optim_t 0.226] [lr 0.000214] [CE 3.786 (3.947)] [KD 2.290 (2.303)] 2024-10-15 00:04:11,502 - Train: 83.98% [1050650/1251000] [839.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.007] [optim_t 0.231] [lr 0.000214] [CE 3.896 (4.030)] [KD 2.261 (2.325)] 2024-10-15 00:04:24,465 - Train: 83.99% [1050700/1251000] [839.9/1000.0] [batch_t 0.257 (0.259)] [data_t 0.010] [optim_t 0.246] [lr 0.000214] [CE 3.494 (3.998)] [KD 1.969 (2.284)] 2024-10-15 00:04:36,534 - Train: 83.99% [1050750/1251000] [839.9/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.000214] [CE 3.924 (3.984)] [KD 2.260 (2.292)] 2024-10-15 00:04:48,825 - Train: 84.00% [1050800/1251000] [840.0/1000.0] [batch_t 0.229 (0.246)] [data_t 0.010] [optim_t 0.219] [lr 0.000214] [CE 4.265 (3.997)] [KD 2.406 (2.311)] 2024-10-15 00:05:07,230 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.168)] [top1_cnt 40028] [top5_cnt 47510] [top_all 50000] 2024-10-15 00:05:07,231 - net: 80.056 (95.020) 2024-10-15 00:05:16,745 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.174)] [top1_cnt 40660] [top5_cnt 47760] [top_all 50000] 2024-10-15 00:05:16,746 - net_E: 81.320 (95.520) 2024-10-15 00:05:16,985 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.320 (epoch: 840)] 2024-10-15 00:05:16,986 - ==> Total time: 3 days, 3:27:09 Eta: 14:22:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:05:38,892 - Train: 84.00% [1050850/1251000] [840.0/1000.0] [batch_t 0.237 (0.332)] [data_t 0.009] [optim_t 0.228] [lr 0.000214] [CE 4.045 (4.055)] [KD 2.266 (2.304)] 2024-10-15 00:05:50,911 - Train: 84.00% [1050900/1251000] [840.0/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000214] [CE 4.161 (4.035)] [KD 2.310 (2.336)] 2024-10-15 00:06:03,752 - Train: 84.01% [1050950/1251000] [840.1/1000.0] [batch_t 0.260 (0.257)] [data_t 0.009] [optim_t 0.251] [lr 0.000213] [CE 3.554 (3.957)] [KD 2.072 (2.291)] 2024-10-15 00:06:16,775 - Train: 84.01% [1051000/1251000] [840.1/1000.0] [batch_t 0.232 (0.260)] [data_t 0.007] [optim_t 0.225] [lr 0.000213] [CE 4.042 (4.004)] [KD 2.390 (2.282)] 2024-10-15 00:06:28,845 - Train: 84.02% [1051050/1251000] [840.2/1000.0] [batch_t 0.250 (0.241)] [data_t 0.008] [optim_t 0.241] [lr 0.000213] [CE 4.086 (4.069)] [KD 2.381 (2.357)] 2024-10-15 00:06:41,330 - Train: 84.02% [1051100/1251000] [840.2/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.000213] [CE 4.172 (3.953)] [KD 2.468 (2.286)] 2024-10-15 00:06:53,557 - Train: 84.02% [1051150/1251000] [840.2/1000.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.000213] [CE 4.602 (3.877)] [KD 2.551 (2.223)] 2024-10-15 00:07:06,106 - Train: 84.03% [1051200/1251000] [840.3/1000.0] [batch_t 0.235 (0.251)] [data_t 0.010] [optim_t 0.226] [lr 0.000213] [CE 4.070 (4.026)] [KD 2.431 (2.329)] 2024-10-15 00:07:18,394 - Train: 84.03% [1051250/1251000] [840.3/1000.0] [batch_t 0.223 (0.246)] [data_t 0.007] [optim_t 0.216] [lr 0.000213] [CE 4.224 (3.944)] [KD 2.541 (2.284)] 2024-10-15 00:07:30,649 - Train: 84.04% [1051300/1251000] [840.4/1000.0] [batch_t 0.244 (0.245)] [data_t 0.007] [optim_t 0.237] [lr 0.000213] [CE 3.852 (3.914)] [KD 2.344 (2.271)] 2024-10-15 00:07:42,944 - Train: 84.04% [1051350/1251000] [840.4/1000.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.218] [lr 0.000213] [CE 3.826 (3.975)] [KD 2.149 (2.284)] 2024-10-15 00:07:55,788 - Train: 84.04% [1051400/1251000] [840.4/1000.0] [batch_t 0.233 (0.257)] [data_t 0.008] [optim_t 0.225] [lr 0.000213] [CE 4.178 (4.012)] [KD 2.363 (2.299)] 2024-10-15 00:08:07,945 - Train: 84.05% [1051450/1251000] [840.5/1000.0] [batch_t 0.243 (0.243)] [data_t 0.010] [optim_t 0.233] [lr 0.000213] [CE 3.688 (3.937)] [KD 2.259 (2.283)] 2024-10-15 00:08:20,234 - Train: 84.05% [1051500/1251000] [840.5/1000.0] [batch_t 0.218 (0.246)] [data_t 0.007] [optim_t 0.211] [lr 0.000213] [CE 3.587 (3.998)] [KD 2.060 (2.294)] 2024-10-15 00:08:33,037 - Train: 84.06% [1051550/1251000] [840.6/1000.0] [batch_t 0.232 (0.256)] [data_t 0.008] [optim_t 0.224] [lr 0.000212] [CE 3.784 (4.004)] [KD 2.146 (2.290)] 2024-10-15 00:08:45,608 - Train: 84.06% [1051600/1251000] [840.6/1000.0] [batch_t 0.233 (0.251)] [data_t 0.007] [optim_t 0.226] [lr 0.000212] [CE 4.389 (3.952)] [KD 2.557 (2.288)] 2024-10-15 00:08:57,933 - Train: 84.06% [1051650/1251000] [840.6/1000.0] [batch_t 0.229 (0.246)] [data_t 0.009] [optim_t 0.220] [lr 0.000212] [CE 4.351 (3.938)] [KD 2.485 (2.269)] 2024-10-15 00:09:10,701 - Train: 84.07% [1051700/1251000] [840.7/1000.0] [batch_t 0.235 (0.255)] [data_t 0.008] [optim_t 0.227] [lr 0.000212] [CE 3.994 (3.911)] [KD 2.330 (2.265)] 2024-10-15 00:09:22,763 - Train: 84.07% [1051750/1251000] [840.7/1000.0] [batch_t 0.246 (0.241)] [data_t 0.011] [optim_t 0.235] [lr 0.000212] [CE 4.198 (3.994)] [KD 2.423 (2.311)] 2024-10-15 00:09:35,356 - Train: 84.08% [1051800/1251000] [840.8/1000.0] [batch_t 0.230 (0.252)] [data_t 0.010] [optim_t 0.220] [lr 0.000212] [CE 3.733 (3.986)] [KD 2.246 (2.321)] 2024-10-15 00:09:48,619 - Train: 84.08% [1051850/1251000] [840.8/1000.0] [batch_t 0.446 (0.265)] [data_t 0.008] [optim_t 0.438] [lr 0.000212] [CE 4.155 (3.975)] [KD 2.605 (2.315)] 2024-10-15 00:10:00,519 - Train: 84.08% [1051900/1251000] [840.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.000212] [CE 3.762 (4.007)] [KD 2.279 (2.333)] 2024-10-15 00:10:13,056 - Train: 84.09% [1051950/1251000] [840.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.007] [optim_t 0.228] [lr 0.000212] [CE 3.445 (3.913)] [KD 2.128 (2.277)] 2024-10-15 00:10:25,905 - Train: 84.09% [1052000/1251000] [840.9/1000.0] [batch_t 0.217 (0.257)] [data_t 0.007] [optim_t 0.211] [lr 0.000212] [CE 4.277 (3.948)] [KD 2.323 (2.283)] 2024-10-15 00:10:38,048 - Train: 84.10% [1052050/1251000] [841.0/1000.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000212] [CE 4.459 (4.002)] [KD 2.487 (2.286)] 2024-10-15 00:10:56,314 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.163)] [top1_cnt 40018] [top5_cnt 47485] [top_all 50000] 2024-10-15 00:10:56,315 - net: 80.036 (94.970) 2024-10-15 00:11:05,208 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.162)] [top1_cnt 40678] [top5_cnt 47758] [top_all 50000] 2024-10-15 00:11:05,209 - net_E: 81.356 (95.516) 2024-10-15 00:11:05,413 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.356 (epoch: 841)] 2024-10-15 00:11:05,413 - ==> Total time: 3 days, 3:32:58 Eta: 14:17:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:11:21,116 - Train: 84.10% [1052100/1251000] [841.0/1000.0] [batch_t 0.230 (0.310)] [data_t 0.010] [optim_t 0.220] [lr 0.000211] [CE 4.273 (4.005)] [KD 2.532 (2.343)] 2024-10-15 00:11:33,706 - Train: 84.10% [1052150/1251000] [841.0/1000.0] [batch_t 0.242 (0.252)] [data_t 0.006] [optim_t 0.236] [lr 0.000211] [CE 4.142 (3.982)] [KD 2.363 (2.294)] 2024-10-15 00:11:46,803 - Train: 84.11% [1052200/1251000] [841.1/1000.0] [batch_t 0.245 (0.262)] [data_t 0.009] [optim_t 0.236] [lr 0.000211] [CE 3.961 (3.994)] [KD 2.327 (2.303)] 2024-10-15 00:11:58,916 - Train: 84.11% [1052250/1251000] [841.1/1000.0] [batch_t 0.225 (0.242)] [data_t 0.007] [optim_t 0.218] [lr 0.000211] [CE 4.153 (3.904)] [KD 2.456 (2.257)] 2024-10-15 00:12:11,549 - Train: 84.12% [1052300/1251000] [841.2/1000.0] [batch_t 0.235 (0.252)] [data_t 0.006] [optim_t 0.229] [lr 0.000211] [CE 3.493 (3.965)] [KD 2.077 (2.294)] 2024-10-15 00:12:24,015 - Train: 84.12% [1052350/1251000] [841.2/1000.0] [batch_t 0.246 (0.249)] [data_t 0.008] [optim_t 0.238] [lr 0.000211] [CE 3.841 (4.022)] [KD 2.149 (2.323)] 2024-10-15 00:12:36,306 - Train: 84.12% [1052400/1251000] [841.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.000211] [CE 3.559 (3.897)] [KD 2.235 (2.245)] 2024-10-15 00:12:48,337 - Train: 84.13% [1052450/1251000] [841.3/1000.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000211] [CE 3.479 (3.941)] [KD 2.009 (2.286)] 2024-10-15 00:13:01,062 - Train: 84.13% [1052500/1251000] [841.3/1000.0] [batch_t 0.242 (0.254)] [data_t 0.007] [optim_t 0.235] [lr 0.000211] [CE 3.567 (4.053)] [KD 2.123 (2.355)] 2024-10-15 00:13:13,395 - Train: 84.14% [1052550/1251000] [841.4/1000.0] [batch_t 0.233 (0.246)] [data_t 0.008] [optim_t 0.225] [lr 0.000211] [CE 4.233 (4.000)] [KD 2.364 (2.318)] 2024-10-15 00:13:25,780 - Train: 84.14% [1052600/1251000] [841.4/1000.0] [batch_t 0.231 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.000211] [CE 3.401 (3.968)] [KD 1.861 (2.306)] 2024-10-15 00:13:37,919 - Train: 84.14% [1052650/1251000] [841.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.000210] [CE 4.014 (4.060)] [KD 2.467 (2.331)] 2024-10-15 00:13:49,873 - Train: 84.15% [1052700/1251000] [841.5/1000.0] [batch_t 0.227 (0.239)] [data_t 0.007] [optim_t 0.220] [lr 0.000210] [CE 3.793 (4.002)] [KD 2.283 (2.314)] 2024-10-15 00:14:02,192 - Train: 84.15% [1052750/1251000] [841.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.010] [optim_t 0.229] [lr 0.000210] [CE 4.227 (3.938)] [KD 2.496 (2.251)] 2024-10-15 00:14:15,232 - Train: 84.16% [1052800/1251000] [841.6/1000.0] [batch_t 0.228 (0.261)] [data_t 0.007] [optim_t 0.221] [lr 0.000210] [CE 4.286 (3.936)] [KD 2.384 (2.267)] 2024-10-15 00:14:27,585 - Train: 84.16% [1052850/1251000] [841.6/1000.0] [batch_t 0.230 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.000210] [CE 3.798 (3.965)] [KD 2.239 (2.274)] 2024-10-15 00:14:39,744 - Train: 84.16% [1052900/1251000] [841.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.000210] [CE 3.923 (4.001)] [KD 2.119 (2.304)] 2024-10-15 00:14:52,353 - Train: 84.17% [1052950/1251000] [841.7/1000.0] [batch_t 0.252 (0.252)] [data_t 0.010] [optim_t 0.243] [lr 0.000210] [CE 4.096 (3.963)] [KD 2.541 (2.298)] 2024-10-15 00:15:04,639 - Train: 84.17% [1053000/1251000] [841.7/1000.0] [batch_t 0.543 (0.246)] [data_t 0.007] [optim_t 0.536] [lr 0.000210] [CE 3.639 (4.077)] [KD 2.105 (2.340)] 2024-10-15 00:15:16,853 - Train: 84.18% [1053050/1251000] [841.8/1000.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000210] [CE 3.328 (3.997)] [KD 1.874 (2.291)] 2024-10-15 00:15:28,790 - Train: 84.18% [1053100/1251000] [841.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000210] [CE 3.893 (3.950)] [KD 2.240 (2.280)] 2024-10-15 00:15:41,525 - Train: 84.18% [1053150/1251000] [841.8/1000.0] [batch_t 0.229 (0.254)] [data_t 0.007] [optim_t 0.223] [lr 0.000210] [CE 4.244 (4.032)] [KD 2.347 (2.314)] 2024-10-15 00:15:53,545 - Train: 84.19% [1053200/1251000] [841.9/1000.0] [batch_t 0.225 (0.240)] [data_t 0.007] [optim_t 0.218] [lr 0.000209] [CE 3.816 (3.925)] [KD 2.103 (2.262)] 2024-10-15 00:16:06,137 - Train: 84.19% [1053250/1251000] [841.9/1000.0] [batch_t 0.239 (0.252)] [data_t 0.007] [optim_t 0.231] [lr 0.000209] [CE 4.046 (3.894)] [KD 2.255 (2.262)] 2024-10-15 00:16:17,957 - Train: 84.20% [1053300/1251000] [842.0/1000.0] [batch_t 0.237 (0.236)] [data_t 0.010] [optim_t 0.227] [lr 0.000209] [CE 4.312 (3.975)] [KD 2.446 (2.284)] 2024-10-15 00:16:37,667 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.186)] [top1_cnt 39907] [top5_cnt 47446] [top_all 50000] 2024-10-15 00:16:37,668 - net: 79.814 (94.892) 2024-10-15 00:16:46,794 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.165)] [top1_cnt 40659] [top5_cnt 47758] [top_all 50000] 2024-10-15 00:16:46,795 - net_E: 81.318 (95.516) 2024-10-15 00:16:46,980 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.356 (epoch: 841)] 2024-10-15 00:16:46,980 - ==> Total time: 3 days, 3:38:39 Eta: 14:11:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:16:53,091 - Train: 84.20% [1053350/1251000] [842.0/1000.0] [batch_t 0.236 (0.323)] [data_t 0.009] [optim_t 0.227] [lr 0.000209] [CE 3.569 (3.992)] [KD 2.081 (2.255)] 2024-10-15 00:17:05,310 - Train: 84.20% [1053400/1251000] [842.0/1000.0] [batch_t 0.250 (0.244)] [data_t 0.006] [optim_t 0.244] [lr 0.000209] [CE 4.271 (4.012)] [KD 2.348 (2.288)] 2024-10-15 00:17:18,535 - Train: 84.21% [1053450/1251000] [842.1/1000.0] [batch_t 0.242 (0.264)] [data_t 0.007] [optim_t 0.235] [lr 0.000209] [CE 3.969 (3.927)] [KD 2.244 (2.279)] 2024-10-15 00:17:30,506 - Train: 84.21% [1053500/1251000] [842.1/1000.0] [batch_t 0.246 (0.239)] [data_t 0.009] [optim_t 0.237] [lr 0.000209] [CE 4.185 (4.030)] [KD 2.264 (2.308)] 2024-10-15 00:17:42,645 - Train: 84.22% [1053550/1251000] [842.2/1000.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.000209] [CE 3.900 (3.933)] [KD 2.303 (2.267)] 2024-10-15 00:17:54,350 - Train: 84.22% [1053600/1251000] [842.2/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.000209] [CE 4.033 (3.975)] [KD 2.339 (2.295)] 2024-10-15 00:18:06,950 - Train: 84.22% [1053650/1251000] [842.2/1000.0] [batch_t 0.227 (0.252)] [data_t 0.008] [optim_t 0.219] [lr 0.000209] [CE 3.783 (3.968)] [KD 2.220 (2.278)] 2024-10-15 00:18:19,250 - Train: 84.23% [1053700/1251000] [842.3/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.000209] [CE 3.970 (4.015)] [KD 2.217 (2.304)] 2024-10-15 00:18:31,636 - Train: 84.23% [1053750/1251000] [842.3/1000.0] [batch_t 0.253 (0.248)] [data_t 0.009] [optim_t 0.245] [lr 0.000208] [CE 4.008 (4.027)] [KD 2.167 (2.311)] 2024-10-15 00:18:43,805 - Train: 84.24% [1053800/1251000] [842.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.000208] [CE 3.767 (3.965)] [KD 2.166 (2.270)] 2024-10-15 00:18:55,722 - Train: 84.24% [1053850/1251000] [842.4/1000.0] [batch_t 0.227 (0.238)] [data_t 0.007] [optim_t 0.220] [lr 0.000208] [CE 3.740 (4.018)] [KD 2.062 (2.292)] 2024-10-15 00:19:07,854 - Train: 84.24% [1053900/1251000] [842.4/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000208] [CE 4.307 (3.937)] [KD 2.624 (2.294)] 2024-10-15 00:19:20,324 - Train: 84.25% [1053950/1251000] [842.5/1000.0] [batch_t 0.468 (0.249)] [data_t 0.009] [optim_t 0.458] [lr 0.000208] [CE 3.485 (3.994)] [KD 2.096 (2.279)] 2024-10-15 00:19:32,109 - Train: 84.25% [1054000/1251000] [842.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.000208] [CE 4.448 (3.954)] [KD 2.490 (2.278)] 2024-10-15 00:19:44,786 - Train: 84.26% [1054050/1251000] [842.6/1000.0] [batch_t 0.246 (0.253)] [data_t 0.007] [optim_t 0.239] [lr 0.000208] [CE 3.414 (3.844)] [KD 1.912 (2.238)] 2024-10-15 00:19:57,238 - Train: 84.26% [1054100/1251000] [842.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.008] [optim_t 0.227] [lr 0.000208] [CE 3.539 (4.054)] [KD 2.003 (2.315)] 2024-10-15 00:20:09,780 - Train: 84.26% [1054150/1251000] [842.6/1000.0] [batch_t 0.233 (0.251)] [data_t 0.007] [optim_t 0.225] [lr 0.000208] [CE 3.817 (3.993)] [KD 2.255 (2.285)] 2024-10-15 00:20:21,969 - Train: 84.27% [1054200/1251000] [842.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.000208] [CE 3.888 (3.956)] [KD 2.217 (2.299)] 2024-10-15 00:20:34,025 - Train: 84.27% [1054250/1251000] [842.7/1000.0] [batch_t 0.234 (0.241)] [data_t 0.007] [optim_t 0.227] [lr 0.000208] [CE 3.719 (3.929)] [KD 2.106 (2.267)] 2024-10-15 00:20:46,420 - Train: 84.28% [1054300/1251000] [842.8/1000.0] [batch_t 0.238 (0.248)] [data_t 0.008] [optim_t 0.230] [lr 0.000208] [CE 3.987 (4.025)] [KD 2.160 (2.294)] 2024-10-15 00:20:58,600 - Train: 84.28% [1054350/1251000] [842.8/1000.0] [batch_t 0.227 (0.243)] [data_t 0.010] [optim_t 0.216] [lr 0.000207] [CE 4.081 (4.048)] [KD 2.351 (2.344)] 2024-10-15 00:21:10,506 - Train: 84.28% [1054400/1251000] [842.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000207] [CE 3.771 (3.950)] [KD 2.183 (2.268)] 2024-10-15 00:21:22,784 - Train: 84.29% [1054450/1251000] [842.9/1000.0] [batch_t 0.228 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.000207] [CE 4.399 (3.940)] [KD 2.522 (2.267)] 2024-10-15 00:21:34,996 - Train: 84.29% [1054500/1251000] [842.9/1000.0] [batch_t 0.251 (0.244)] [data_t 0.010] [optim_t 0.240] [lr 0.000207] [CE 3.469 (3.926)] [KD 2.055 (2.258)] 2024-10-15 00:21:47,228 - Train: 84.30% [1054550/1251000] [843.0/1000.0] [batch_t 0.249 (0.244)] [data_t 0.009] [optim_t 0.239] [lr 0.000207] [CE 3.937 (4.049)] [KD 2.243 (2.303)] 2024-10-15 00:22:07,281 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.187)] [top1_cnt 40015] [top5_cnt 47498] [top_all 50000] 2024-10-15 00:22:07,281 - net: 80.030 (94.996) 2024-10-15 00:22:16,148 - Test (net_E): 100.00% [50/50] [batch_t 0.131 (0.162)] [top1_cnt 40668] [top5_cnt 47758] [top_all 50000] 2024-10-15 00:22:16,149 - net_E: 81.336 (95.516) 2024-10-15 00:22:16,387 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.356 (epoch: 841)] 2024-10-15 00:22:16,388 - ==> Total time: 3 days, 3:44:09 Eta: 14:06:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:22:22,586 - Train: 84.30% [1054600/1251000] [843.0/1000.0] [batch_t 0.237 (0.358)] [data_t 0.010] [optim_t 0.227] [lr 0.000207] [CE 3.614 (3.853)] [KD 2.112 (2.235)] 2024-10-15 00:22:35,098 - Train: 84.30% [1054650/1251000] [843.0/1000.0] [batch_t 0.243 (0.250)] [data_t 0.010] [optim_t 0.233] [lr 0.000207] [CE 3.830 (3.905)] [KD 2.300 (2.259)] 2024-10-15 00:22:47,702 - Train: 84.31% [1054700/1251000] [843.1/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000207] [CE 3.905 (3.958)] [KD 2.221 (2.281)] 2024-10-15 00:23:00,284 - Train: 84.31% [1054750/1251000] [843.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.000207] [CE 3.637 (3.959)] [KD 2.143 (2.303)] 2024-10-15 00:23:12,546 - Train: 84.32% [1054800/1251000] [843.2/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.226] [lr 0.000207] [CE 3.878 (3.965)] [KD 2.252 (2.266)] 2024-10-15 00:23:24,821 - Train: 84.32% [1054850/1251000] [843.2/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.000207] [CE 3.978 (4.046)] [KD 2.377 (2.331)] 2024-10-15 00:23:36,740 - Train: 84.32% [1054900/1251000] [843.2/1000.0] [batch_t 0.228 (0.238)] [data_t 0.011] [optim_t 0.217] [lr 0.000206] [CE 4.167 (3.954)] [KD 2.327 (2.287)] 2024-10-15 00:23:48,940 - Train: 84.33% [1054950/1251000] [843.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.000206] [CE 4.258 (4.043)] [KD 2.561 (2.309)] 2024-10-15 00:24:01,410 - Train: 84.33% [1055000/1251000] [843.3/1000.0] [batch_t 0.470 (0.249)] [data_t 0.007] [optim_t 0.463] [lr 0.000206] [CE 3.933 (4.008)] [KD 2.406 (2.321)] 2024-10-15 00:24:13,937 - Train: 84.34% [1055050/1251000] [843.4/1000.0] [batch_t 0.439 (0.250)] [data_t 0.007] [optim_t 0.432] [lr 0.000206] [CE 4.179 (3.941)] [KD 2.413 (2.281)] 2024-10-15 00:24:26,048 - Train: 84.34% [1055100/1251000] [843.4/1000.0] [batch_t 0.254 (0.242)] [data_t 0.010] [optim_t 0.244] [lr 0.000206] [CE 4.205 (3.990)] [KD 2.567 (2.286)] 2024-10-15 00:24:38,828 - Train: 84.34% [1055150/1251000] [843.4/1000.0] [batch_t 0.422 (0.255)] [data_t 0.010] [optim_t 0.412] [lr 0.000206] [CE 3.967 (3.995)] [KD 2.169 (2.306)] 2024-10-15 00:24:50,872 - Train: 84.35% [1055200/1251000] [843.5/1000.0] [batch_t 0.237 (0.241)] [data_t 0.007] [optim_t 0.230] [lr 0.000206] [CE 4.260 (3.959)] [KD 2.257 (2.293)] 2024-10-15 00:25:03,375 - Train: 84.35% [1055250/1251000] [843.5/1000.0] [batch_t 0.240 (0.250)] [data_t 0.006] [optim_t 0.233] [lr 0.000206] [CE 4.564 (4.002)] [KD 2.586 (2.294)] 2024-10-15 00:25:16,183 - Train: 84.36% [1055300/1251000] [843.6/1000.0] [batch_t 0.542 (0.256)] [data_t 0.008] [optim_t 0.535] [lr 0.000206] [CE 3.810 (3.956)] [KD 2.160 (2.273)] 2024-10-15 00:25:28,647 - Train: 84.36% [1055350/1251000] [843.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.228] [lr 0.000206] [CE 3.977 (3.896)] [KD 2.286 (2.241)] 2024-10-15 00:25:40,903 - Train: 84.36% [1055400/1251000] [843.6/1000.0] [batch_t 0.225 (0.245)] [data_t 0.010] [optim_t 0.215] [lr 0.000206] [CE 4.222 (3.972)] [KD 2.236 (2.278)] 2024-10-15 00:25:53,491 - Train: 84.37% [1055450/1251000] [843.7/1000.0] [batch_t 0.259 (0.252)] [data_t 0.007] [optim_t 0.251] [lr 0.000205] [CE 4.337 (3.916)] [KD 2.359 (2.250)] 2024-10-15 00:26:06,217 - Train: 84.37% [1055500/1251000] [843.7/1000.0] [batch_t 0.234 (0.254)] [data_t 0.010] [optim_t 0.224] [lr 0.000205] [CE 3.909 (3.979)] [KD 2.186 (2.288)] 2024-10-15 00:26:18,383 - Train: 84.38% [1055550/1251000] [843.8/1000.0] [batch_t 0.249 (0.243)] [data_t 0.008] [optim_t 0.241] [lr 0.000205] [CE 4.036 (3.939)] [KD 2.408 (2.267)] 2024-10-15 00:26:30,928 - Train: 84.38% [1055600/1251000] [843.8/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000205] [CE 3.891 (3.958)] [KD 2.340 (2.286)] 2024-10-15 00:26:44,210 - Train: 84.38% [1055650/1251000] [843.8/1000.0] [batch_t 0.232 (0.265)] [data_t 0.009] [optim_t 0.223] [lr 0.000205] [CE 4.207 (3.948)] [KD 2.330 (2.268)] 2024-10-15 00:26:55,976 - Train: 84.39% [1055700/1251000] [843.9/1000.0] [batch_t 0.245 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.000205] [CE 4.276 (3.993)] [KD 2.420 (2.271)] 2024-10-15 00:27:08,421 - Train: 84.39% [1055750/1251000] [843.9/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.000205] [CE 3.620 (3.945)] [KD 1.899 (2.252)] 2024-10-15 00:27:21,323 - Train: 84.40% [1055800/1251000] [844.0/1000.0] [batch_t 0.229 (0.258)] [data_t 0.008] [optim_t 0.221] [lr 0.000205] [CE 3.440 (3.956)] [KD 1.988 (2.262)] 2024-10-15 00:27:41,204 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 40020] [top5_cnt 47504] [top_all 50000] 2024-10-15 00:27:41,204 - net: 80.040 (95.008) 2024-10-15 00:27:51,582 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.191)] [top1_cnt 40670] [top5_cnt 47771] [top_all 50000] 2024-10-15 00:27:51,582 - net_E: 81.340 (95.542) 2024-10-15 00:27:51,821 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.356 (epoch: 841)] 2024-10-15 00:27:51,821 - ==> Total time: 3 days, 3:49:44 Eta: 14:00:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:27:56,695 - Train: 84.40% [1055850/1251000] [844.0/1000.0] [batch_t 0.239 (0.310)] [data_t 0.008] [optim_t 0.231] [lr 0.000205] [CE 4.264 (4.212)] [KD 2.315 (2.343)] 2024-10-15 00:28:09,214 - Train: 84.40% [1055900/1251000] [844.0/1000.0] [batch_t 0.231 (0.250)] [data_t 0.007] [optim_t 0.224] [lr 0.000205] [CE 3.975 (3.951)] [KD 2.165 (2.278)] 2024-10-15 00:28:21,519 - Train: 84.41% [1055950/1251000] [844.1/1000.0] [batch_t 0.231 (0.246)] [data_t 0.007] [optim_t 0.224] [lr 0.000205] [CE 3.915 (3.927)] [KD 2.194 (2.238)] 2024-10-15 00:28:33,763 - Train: 84.41% [1056000/1251000] [844.1/1000.0] [batch_t 0.230 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.000205] [CE 3.779 (4.000)] [KD 2.243 (2.290)] 2024-10-15 00:28:46,200 - Train: 84.42% [1056050/1251000] [844.2/1000.0] [batch_t 0.223 (0.249)] [data_t 0.009] [optim_t 0.215] [lr 0.000204] [CE 4.700 (3.989)] [KD 2.686 (2.266)] 2024-10-15 00:28:58,549 - Train: 84.42% [1056100/1251000] [844.2/1000.0] [batch_t 0.227 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.000204] [CE 4.382 (4.038)] [KD 2.502 (2.299)] 2024-10-15 00:29:10,774 - Train: 84.42% [1056150/1251000] [844.2/1000.0] [batch_t 0.251 (0.244)] [data_t 0.010] [optim_t 0.241] [lr 0.000204] [CE 3.562 (3.967)] [KD 2.111 (2.260)] 2024-10-15 00:29:23,074 - Train: 84.43% [1056200/1251000] [844.3/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.232] [lr 0.000204] [CE 3.224 (3.929)] [KD 1.966 (2.240)] 2024-10-15 00:29:35,319 - Train: 84.43% [1056250/1251000] [844.3/1000.0] [batch_t 0.244 (0.245)] [data_t 0.010] [optim_t 0.234] [lr 0.000204] [CE 4.009 (3.999)] [KD 2.238 (2.277)] 2024-10-15 00:29:48,034 - Train: 84.44% [1056300/1251000] [844.4/1000.0] [batch_t 0.413 (0.254)] [data_t 0.009] [optim_t 0.404] [lr 0.000204] [CE 3.884 (3.997)] [KD 2.374 (2.320)] 2024-10-15 00:30:00,203 - Train: 84.44% [1056350/1251000] [844.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.000204] [CE 4.188 (4.044)] [KD 2.276 (2.320)] 2024-10-15 00:30:12,586 - Train: 84.44% [1056400/1251000] [844.4/1000.0] [batch_t 0.227 (0.247)] [data_t 0.008] [optim_t 0.218] [lr 0.000204] [CE 3.889 (4.041)] [KD 2.087 (2.322)] 2024-10-15 00:30:24,934 - Train: 84.45% [1056450/1251000] [844.5/1000.0] [batch_t 0.230 (0.247)] [data_t 0.008] [optim_t 0.222] [lr 0.000204] [CE 4.237 (3.974)] [KD 2.400 (2.292)] 2024-10-15 00:30:37,063 - Train: 84.45% [1056500/1251000] [844.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.008] [optim_t 0.232] [lr 0.000204] [CE 4.319 (3.995)] [KD 2.546 (2.283)] 2024-10-15 00:30:49,032 - Train: 84.46% [1056550/1251000] [844.6/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000204] [CE 3.925 (4.031)] [KD 2.276 (2.330)] 2024-10-15 00:31:01,436 - Train: 84.46% [1056600/1251000] [844.6/1000.0] [batch_t 0.246 (0.248)] [data_t 0.007] [optim_t 0.239] [lr 0.000203] [CE 3.962 (4.025)] [KD 2.265 (2.303)] 2024-10-15 00:31:14,138 - Train: 84.46% [1056650/1251000] [844.6/1000.0] [batch_t 0.242 (0.254)] [data_t 0.007] [optim_t 0.234] [lr 0.000203] [CE 4.112 (3.965)] [KD 2.525 (2.282)] 2024-10-15 00:31:26,382 - Train: 84.47% [1056700/1251000] [844.7/1000.0] [batch_t 0.279 (0.245)] [data_t 0.007] [optim_t 0.272] [lr 0.000203] [CE 4.542 (4.044)] [KD 2.593 (2.316)] 2024-10-15 00:31:39,106 - Train: 84.47% [1056750/1251000] [844.7/1000.0] [batch_t 0.249 (0.254)] [data_t 0.007] [optim_t 0.242] [lr 0.000203] [CE 4.252 (3.975)] [KD 2.335 (2.278)] 2024-10-15 00:31:51,419 - Train: 84.48% [1056800/1251000] [844.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.000203] [CE 4.078 (4.026)] [KD 2.434 (2.312)] 2024-10-15 00:32:03,689 - Train: 84.48% [1056850/1251000] [844.8/1000.0] [batch_t 0.241 (0.245)] [data_t 0.010] [optim_t 0.231] [lr 0.000203] [CE 4.062 (3.979)] [KD 2.395 (2.265)] 2024-10-15 00:32:16,358 - Train: 84.48% [1056900/1251000] [844.8/1000.0] [batch_t 0.238 (0.253)] [data_t 0.007] [optim_t 0.231] [lr 0.000203] [CE 4.256 (3.987)] [KD 2.404 (2.294)] 2024-10-15 00:32:28,824 - Train: 84.49% [1056950/1251000] [844.9/1000.0] [batch_t 0.249 (0.249)] [data_t 0.011] [optim_t 0.239] [lr 0.000203] [CE 4.073 (4.002)] [KD 2.262 (2.293)] 2024-10-15 00:32:41,151 - Train: 84.49% [1057000/1251000] [844.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.000203] [CE 3.837 (3.920)] [KD 2.239 (2.236)] 2024-10-15 00:32:53,508 - Train: 84.50% [1057050/1251000] [845.0/1000.0] [batch_t 0.228 (0.247)] [data_t 0.007] [optim_t 0.221] [lr 0.000203] [CE 3.768 (4.042)] [KD 2.185 (2.310)] 2024-10-15 00:33:14,126 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.183)] [top1_cnt 39988] [top5_cnt 47447] [top_all 50000] 2024-10-15 00:33:14,127 - net: 79.976 (94.894) 2024-10-15 00:33:23,801 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.177)] [top1_cnt 40657] [top5_cnt 47769] [top_all 50000] 2024-10-15 00:33:23,802 - net_E: 81.314 (95.538) 2024-10-15 00:33:24,003 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.356 (epoch: 841)] 2024-10-15 00:33:24,004 - ==> Total time: 3 days, 3:55:16 Eta: 13:55:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:33:28,798 - Train: 84.50% [1057100/1251000] [845.0/1000.0] [batch_t 0.252 (0.356)] [data_t 0.007] [optim_t 0.244] [lr 0.000203] [CE 4.033 (4.076)] [KD 2.379 (2.334)] 2024-10-15 00:33:41,433 - Train: 84.50% [1057150/1251000] [845.0/1000.0] [batch_t 0.223 (0.252)] [data_t 0.010] [optim_t 0.214] [lr 0.000203] [CE 3.726 (3.975)] [KD 2.100 (2.277)] 2024-10-15 00:33:53,900 - Train: 84.51% [1057200/1251000] [845.1/1000.0] [batch_t 0.223 (0.249)] [data_t 0.009] [optim_t 0.213] [lr 0.000202] [CE 3.319 (3.986)] [KD 2.084 (2.285)] 2024-10-15 00:34:06,097 - Train: 84.51% [1057250/1251000] [845.1/1000.0] [batch_t 0.244 (0.244)] [data_t 0.016] [optim_t 0.228] [lr 0.000202] [CE 3.768 (3.940)] [KD 2.231 (2.269)] 2024-10-15 00:34:18,585 - Train: 84.52% [1057300/1251000] [845.2/1000.0] [batch_t 0.229 (0.250)] [data_t 0.010] [optim_t 0.219] [lr 0.000202] [CE 3.763 (4.024)] [KD 2.207 (2.279)] 2024-10-15 00:34:30,698 - Train: 84.52% [1057350/1251000] [845.2/1000.0] [batch_t 0.215 (0.242)] [data_t 0.006] [optim_t 0.209] [lr 0.000202] [CE 3.805 (3.867)] [KD 2.187 (2.226)] 2024-10-15 00:34:42,414 - Train: 84.52% [1057400/1251000] [845.2/1000.0] [batch_t 0.232 (0.234)] [data_t 0.007] [optim_t 0.225] [lr 0.000202] [CE 3.876 (3.950)] [KD 2.353 (2.249)] 2024-10-15 00:34:54,671 - Train: 84.53% [1057450/1251000] [845.3/1000.0] [batch_t 0.224 (0.245)] [data_t 0.010] [optim_t 0.214] [lr 0.000202] [CE 4.349 (3.985)] [KD 2.493 (2.292)] 2024-10-15 00:35:07,137 - Train: 84.53% [1057500/1251000] [845.3/1000.0] [batch_t 0.247 (0.249)] [data_t 0.008] [optim_t 0.239] [lr 0.000202] [CE 3.842 (3.963)] [KD 2.190 (2.269)] 2024-10-15 00:35:19,610 - Train: 84.54% [1057550/1251000] [845.4/1000.0] [batch_t 0.492 (0.249)] [data_t 0.008] [optim_t 0.484] [lr 0.000202] [CE 3.866 (4.015)] [KD 2.272 (2.298)] 2024-10-15 00:35:31,794 - Train: 84.54% [1057600/1251000] [845.4/1000.0] [batch_t 0.248 (0.244)] [data_t 0.008] [optim_t 0.240] [lr 0.000202] [CE 4.127 (3.948)] [KD 2.414 (2.273)] 2024-10-15 00:35:44,582 - Train: 84.54% [1057650/1251000] [845.4/1000.0] [batch_t 0.230 (0.256)] [data_t 0.008] [optim_t 0.222] [lr 0.000202] [CE 4.162 (4.007)] [KD 2.357 (2.289)] 2024-10-15 00:35:56,781 - Train: 84.55% [1057700/1251000] [845.5/1000.0] [batch_t 0.226 (0.244)] [data_t 0.006] [optim_t 0.220] [lr 0.000202] [CE 3.912 (3.966)] [KD 2.131 (2.276)] 2024-10-15 00:36:08,935 - Train: 84.55% [1057750/1251000] [845.5/1000.0] [batch_t 0.245 (0.243)] [data_t 0.008] [optim_t 0.237] [lr 0.000201] [CE 4.105 (3.969)] [KD 2.263 (2.270)] 2024-10-15 00:36:21,610 - Train: 84.56% [1057800/1251000] [845.6/1000.0] [batch_t 0.251 (0.253)] [data_t 0.007] [optim_t 0.243] [lr 0.000201] [CE 3.770 (3.909)] [KD 2.036 (2.231)] 2024-10-15 00:36:34,006 - Train: 84.56% [1057850/1251000] [845.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.006] [optim_t 0.232] [lr 0.000201] [CE 3.645 (3.916)] [KD 2.052 (2.224)] 2024-10-15 00:36:46,336 - Train: 84.56% [1057900/1251000] [845.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.010] [optim_t 0.224] [lr 0.000201] [CE 3.968 (3.899)] [KD 2.294 (2.237)] 2024-10-15 00:36:58,749 - Train: 84.57% [1057950/1251000] [845.7/1000.0] [batch_t 0.249 (0.248)] [data_t 0.007] [optim_t 0.241] [lr 0.000201] [CE 4.003 (3.984)] [KD 2.173 (2.276)] 2024-10-15 00:37:11,106 - Train: 84.57% [1058000/1251000] [845.7/1000.0] [batch_t 0.229 (0.247)] [data_t 0.010] [optim_t 0.219] [lr 0.000201] [CE 4.267 (4.030)] [KD 2.424 (2.309)] 2024-10-15 00:37:23,447 - Train: 84.58% [1058050/1251000] [845.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.008] [optim_t 0.225] [lr 0.000201] [CE 4.315 (3.964)] [KD 2.500 (2.280)] 2024-10-15 00:37:36,529 - Train: 84.58% [1058100/1251000] [845.8/1000.0] [batch_t 0.237 (0.261)] [data_t 0.007] [optim_t 0.230] [lr 0.000201] [CE 3.872 (4.020)] [KD 2.210 (2.280)] 2024-10-15 00:37:48,452 - Train: 84.58% [1058150/1251000] [845.8/1000.0] [batch_t 0.246 (0.238)] [data_t 0.008] [optim_t 0.238] [lr 0.000201] [CE 4.141 (3.967)] [KD 2.328 (2.273)] 2024-10-15 00:38:00,821 - Train: 84.59% [1058200/1251000] [845.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.010] [optim_t 0.232] [lr 0.000201] [CE 3.938 (4.022)] [KD 2.289 (2.308)] 2024-10-15 00:38:13,777 - Train: 84.59% [1058250/1251000] [845.9/1000.0] [batch_t 0.545 (0.259)] [data_t 0.008] [optim_t 0.537] [lr 0.000201] [CE 3.946 (3.945)] [KD 2.248 (2.280)] 2024-10-15 00:38:26,393 - Train: 84.60% [1058300/1251000] [846.0/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.000201] [CE 3.455 (3.965)] [KD 1.955 (2.274)] 2024-10-15 00:38:46,287 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.169)] [top1_cnt 40075] [top5_cnt 47518] [top_all 50000] 2024-10-15 00:38:46,287 - net: 80.150 (95.036) 2024-10-15 00:38:55,141 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.160)] [top1_cnt 40682] [top5_cnt 47761] [top_all 50000] 2024-10-15 00:38:55,142 - net_E: 81.364 (95.522) 2024-10-15 00:38:55,348 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.364 (epoch: 846)] 2024-10-15 00:38:55,348 - ==> Total time: 3 days, 4:00:48 Eta: 13:50:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:39:13,246 - Train: 84.60% [1058350/1251000] [846.0/1000.0] [batch_t 0.240 (0.395)] [data_t 0.010] [optim_t 0.230] [lr 0.000200] [CE 3.508 (4.102)] [KD 1.974 (2.299)] 2024-10-15 00:39:25,526 - Train: 84.60% [1058400/1251000] [846.0/1000.0] [batch_t 0.240 (0.245)] [data_t 0.010] [optim_t 0.231] [lr 0.000200] [CE 3.847 (4.046)] [KD 2.195 (2.328)] 2024-10-15 00:39:37,961 - Train: 84.61% [1058450/1251000] [846.1/1000.0] [batch_t 0.255 (0.249)] [data_t 0.007] [optim_t 0.248] [lr 0.000200] [CE 3.477 (4.047)] [KD 1.904 (2.296)] 2024-10-15 00:39:50,787 - Train: 84.61% [1058500/1251000] [846.1/1000.0] [batch_t 0.239 (0.256)] [data_t 0.007] [optim_t 0.232] [lr 0.000200] [CE 3.477 (3.956)] [KD 1.955 (2.248)] 2024-10-15 00:40:02,966 - Train: 84.62% [1058550/1251000] [846.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.006] [optim_t 0.228] [lr 0.000200] [CE 4.068 (3.922)] [KD 2.226 (2.260)] 2024-10-15 00:40:15,216 - Train: 84.62% [1058600/1251000] [846.2/1000.0] [batch_t 0.255 (0.245)] [data_t 0.010] [optim_t 0.246] [lr 0.000200] [CE 4.120 (3.963)] [KD 2.299 (2.303)] 2024-10-15 00:40:27,559 - Train: 84.62% [1058650/1251000] [846.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000200] [CE 4.003 (3.928)] [KD 2.413 (2.252)] 2024-10-15 00:40:39,721 - Train: 84.63% [1058700/1251000] [846.3/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000200] [CE 3.949 (3.976)] [KD 2.171 (2.264)] 2024-10-15 00:40:51,608 - Train: 84.63% [1058750/1251000] [846.3/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.000200] [CE 3.690 (3.992)] [KD 2.153 (2.283)] 2024-10-15 00:41:04,325 - Train: 84.64% [1058800/1251000] [846.4/1000.0] [batch_t 0.223 (0.254)] [data_t 0.007] [optim_t 0.216] [lr 0.000200] [CE 3.608 (3.946)] [KD 2.133 (2.285)] 2024-10-15 00:41:17,153 - Train: 84.64% [1058850/1251000] [846.4/1000.0] [batch_t 0.242 (0.256)] [data_t 0.010] [optim_t 0.232] [lr 0.000200] [CE 4.171 (3.925)] [KD 2.407 (2.247)] 2024-10-15 00:41:29,210 - Train: 84.64% [1058900/1251000] [846.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.010] [optim_t 0.232] [lr 0.000199] [CE 3.828 (3.924)] [KD 2.277 (2.262)] 2024-10-15 00:41:41,410 - Train: 84.65% [1058950/1251000] [846.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000199] [CE 3.971 (4.016)] [KD 2.314 (2.291)] 2024-10-15 00:41:53,201 - Train: 84.65% [1059000/1251000] [846.5/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000199] [CE 3.765 (3.934)] [KD 2.163 (2.243)] 2024-10-15 00:42:05,657 - Train: 84.66% [1059050/1251000] [846.6/1000.0] [batch_t 0.261 (0.249)] [data_t 0.007] [optim_t 0.254] [lr 0.000199] [CE 4.185 (3.938)] [KD 2.410 (2.239)] 2024-10-15 00:42:18,122 - Train: 84.66% [1059100/1251000] [846.6/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000199] [CE 4.136 (4.074)] [KD 2.368 (2.329)] 2024-10-15 00:42:30,584 - Train: 84.66% [1059150/1251000] [846.6/1000.0] [batch_t 0.245 (0.249)] [data_t 0.007] [optim_t 0.238] [lr 0.000199] [CE 4.152 (3.999)] [KD 2.338 (2.288)] 2024-10-15 00:42:43,108 - Train: 84.67% [1059200/1251000] [846.7/1000.0] [batch_t 0.243 (0.250)] [data_t 0.008] [optim_t 0.235] [lr 0.000199] [CE 3.558 (3.973)] [KD 2.116 (2.282)] 2024-10-15 00:42:55,300 - Train: 84.67% [1059250/1251000] [846.7/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.222] [lr 0.000199] [CE 4.067 (4.003)] [KD 2.334 (2.283)] 2024-10-15 00:43:07,497 - Train: 84.68% [1059300/1251000] [846.8/1000.0] [batch_t 0.227 (0.244)] [data_t 0.007] [optim_t 0.220] [lr 0.000199] [CE 4.220 (3.954)] [KD 2.513 (2.273)] 2024-10-15 00:43:19,288 - Train: 84.68% [1059350/1251000] [846.8/1000.0] [batch_t 0.243 (0.236)] [data_t 0.008] [optim_t 0.235] [lr 0.000199] [CE 4.095 (3.944)] [KD 2.346 (2.251)] 2024-10-15 00:43:31,247 - Train: 84.68% [1059400/1251000] [846.8/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000199] [CE 3.419 (3.951)] [KD 1.970 (2.245)] 2024-10-15 00:43:43,957 - Train: 84.69% [1059450/1251000] [846.9/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000199] [CE 4.011 (3.943)] [KD 2.379 (2.263)] 2024-10-15 00:43:56,387 - Train: 84.69% [1059500/1251000] [846.9/1000.0] [batch_t 0.229 (0.248)] [data_t 0.009] [optim_t 0.220] [lr 0.000198] [CE 4.191 (3.947)] [KD 2.227 (2.235)] 2024-10-15 00:44:08,688 - Train: 84.70% [1059550/1251000] [847.0/1000.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.000198] [CE 3.462 (4.022)] [KD 2.038 (2.308)] 2024-10-15 00:44:29,231 - Test (net): 100.00% [50/50] [batch_t 0.065 (0.179)] [top1_cnt 39981] [top5_cnt 47519] [top_all 50000] 2024-10-15 00:44:29,232 - net: 79.962 (95.038) 2024-10-15 00:44:39,294 - Test (net_E): 100.00% [50/50] [batch_t 0.307 (0.185)] [top1_cnt 40670] [top5_cnt 47773] [top_all 50000] 2024-10-15 00:44:39,295 - net_E: 81.340 (95.546) 2024-10-15 00:44:39,534 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.364 (epoch: 846)] 2024-10-15 00:44:39,534 - ==> Total time: 3 days, 4:06:32 Eta: 13:44:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:44:44,402 - Train: 84.70% [1059600/1251000] [847.0/1000.0] [batch_t 0.215 (0.497)] [data_t 0.012] [optim_t 0.204] [lr 0.000198] [CE 4.253 (3.988)] [KD 2.544 (2.376)] 2024-10-15 00:44:56,485 - Train: 84.70% [1059650/1251000] [847.0/1000.0] [batch_t 0.210 (0.241)] [data_t 0.009] [optim_t 0.201] [lr 0.000198] [CE 3.957 (3.845)] [KD 2.163 (2.196)] 2024-10-15 00:45:09,437 - Train: 84.71% [1059700/1251000] [847.1/1000.0] [batch_t 0.230 (0.259)] [data_t 0.007] [optim_t 0.223] [lr 0.000198] [CE 3.978 (3.968)] [KD 2.157 (2.241)] 2024-10-15 00:45:21,573 - Train: 84.71% [1059750/1251000] [847.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.008] [optim_t 0.235] [lr 0.000198] [CE 4.245 (3.995)] [KD 2.486 (2.269)] 2024-10-15 00:45:34,152 - Train: 84.72% [1059800/1251000] [847.2/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.224] [lr 0.000198] [CE 3.553 (3.929)] [KD 2.041 (2.252)] 2024-10-15 00:45:46,109 - Train: 84.72% [1059850/1251000] [847.2/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.221] [lr 0.000198] [CE 3.689 (3.978)] [KD 2.085 (2.259)] 2024-10-15 00:45:58,754 - Train: 84.72% [1059900/1251000] [847.2/1000.0] [batch_t 0.225 (0.253)] [data_t 0.006] [optim_t 0.219] [lr 0.000198] [CE 4.079 (3.976)] [KD 2.236 (2.270)] 2024-10-15 00:46:10,721 - Train: 84.73% [1059950/1251000] [847.3/1000.0] [batch_t 0.239 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.000198] [CE 3.602 (3.897)] [KD 2.086 (2.241)] 2024-10-15 00:46:22,824 - Train: 84.73% [1060000/1251000] [847.3/1000.0] [batch_t 0.243 (0.242)] [data_t 0.008] [optim_t 0.235] [lr 0.000198] [CE 4.486 (3.947)] [KD 2.456 (2.255)] 2024-10-15 00:46:35,105 - Train: 84.74% [1060050/1251000] [847.4/1000.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.000197] [CE 3.875 (4.044)] [KD 2.142 (2.297)] 2024-10-15 00:46:48,451 - Train: 84.74% [1060100/1251000] [847.4/1000.0] [batch_t 0.546 (0.267)] [data_t 0.008] [optim_t 0.538] [lr 0.000197] [CE 3.481 (3.915)] [KD 1.962 (2.252)] 2024-10-15 00:47:00,729 - Train: 84.74% [1060150/1251000] [847.4/1000.0] [batch_t 0.253 (0.245)] [data_t 0.009] [optim_t 0.244] [lr 0.000197] [CE 3.909 (3.970)] [KD 2.247 (2.289)] 2024-10-15 00:47:13,112 - Train: 84.75% [1060200/1251000] [847.5/1000.0] [batch_t 0.231 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.000197] [CE 3.571 (3.965)] [KD 2.130 (2.283)] 2024-10-15 00:47:25,127 - Train: 84.75% [1060250/1251000] [847.5/1000.0] [batch_t 0.231 (0.240)] [data_t 0.006] [optim_t 0.224] [lr 0.000197] [CE 3.817 (4.011)] [KD 2.174 (2.296)] 2024-10-15 00:47:37,654 - Train: 84.76% [1060300/1251000] [847.6/1000.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.000197] [CE 4.214 (3.924)] [KD 2.316 (2.280)] 2024-10-15 00:47:50,456 - Train: 84.76% [1060350/1251000] [847.6/1000.0] [batch_t 0.244 (0.256)] [data_t 0.006] [optim_t 0.238] [lr 0.000197] [CE 4.094 (3.945)] [KD 2.401 (2.268)] 2024-10-15 00:48:02,693 - Train: 84.76% [1060400/1251000] [847.6/1000.0] [batch_t 0.260 (0.244)] [data_t 0.007] [optim_t 0.253] [lr 0.000197] [CE 3.453 (4.038)] [KD 1.922 (2.303)] 2024-10-15 00:48:15,241 - Train: 84.77% [1060450/1251000] [847.7/1000.0] [batch_t 0.239 (0.251)] [data_t 0.008] [optim_t 0.232] [lr 0.000197] [CE 3.783 (3.977)] [KD 2.395 (2.289)] 2024-10-15 00:48:28,318 - Train: 84.77% [1060500/1251000] [847.7/1000.0] [batch_t 0.238 (0.261)] [data_t 0.010] [optim_t 0.228] [lr 0.000197] [CE 3.921 (3.982)] [KD 2.246 (2.274)] 2024-10-15 00:48:41,184 - Train: 84.78% [1060550/1251000] [847.8/1000.0] [batch_t 0.260 (0.257)] [data_t 0.007] [optim_t 0.253] [lr 0.000197] [CE 4.053 (4.001)] [KD 2.269 (2.270)] 2024-10-15 00:48:53,356 - Train: 84.78% [1060600/1251000] [847.8/1000.0] [batch_t 0.246 (0.243)] [data_t 0.007] [optim_t 0.239] [lr 0.000197] [CE 3.535 (3.943)] [KD 2.078 (2.243)] 2024-10-15 00:49:05,791 - Train: 84.78% [1060650/1251000] [847.8/1000.0] [batch_t 0.225 (0.248)] [data_t 0.008] [optim_t 0.217] [lr 0.000196] [CE 4.062 (3.961)] [KD 2.313 (2.258)] 2024-10-15 00:49:18,162 - Train: 84.79% [1060700/1251000] [847.9/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000196] [CE 3.658 (3.978)] [KD 2.092 (2.279)] 2024-10-15 00:49:30,408 - Train: 84.79% [1060750/1251000] [847.9/1000.0] [batch_t 0.232 (0.245)] [data_t 0.007] [optim_t 0.226] [lr 0.000196] [CE 4.392 (3.969)] [KD 2.407 (2.289)] 2024-10-15 00:49:42,373 - Train: 84.80% [1060800/1251000] [848.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.000196] [CE 3.900 (3.925)] [KD 2.370 (2.252)] 2024-10-15 00:50:01,855 - Test (net): 100.00% [50/50] [batch_t 0.051 (0.163)] [top1_cnt 40051] [top5_cnt 47524] [top_all 50000] 2024-10-15 00:50:01,856 - net: 80.102 (95.048) 2024-10-15 00:50:10,648 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.158)] [top1_cnt 40678] [top5_cnt 47765] [top_all 50000] 2024-10-15 00:50:10,648 - net_E: 81.356 (95.530) 2024-10-15 00:50:10,861 - Max [top1: 80.170 (epoch: 837)] [top1-ema: 81.364 (epoch: 846)] 2024-10-15 00:50:10,861 - ==> Total time: 3 days, 4:12:03 Eta: 13:39:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:50:14,966 - Train: 84.80% [1060850/1251000] [848.0/1000.0] [batch_t 0.217 (0.447)] [data_t 0.022] [optim_t 0.196] [lr 0.000196] [CE 3.320 (3.324)] [KD 1.944 (1.972)] 2024-10-15 00:50:26,482 - Train: 84.80% [1060900/1251000] [848.0/1000.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.212] [lr 0.000196] [CE 4.395 (3.998)] [KD 2.553 (2.290)] 2024-10-15 00:50:38,725 - Train: 84.81% [1060950/1251000] [848.1/1000.0] [batch_t 0.225 (0.245)] [data_t 0.008] [optim_t 0.217] [lr 0.000196] [CE 4.212 (3.992)] [KD 2.345 (2.289)] 2024-10-15 00:50:50,157 - Train: 84.81% [1061000/1251000] [848.1/1000.0] [batch_t 0.213 (0.228)] [data_t 0.007] [optim_t 0.206] [lr 0.000196] [CE 3.748 (3.960)] [KD 2.097 (2.260)] 2024-10-15 00:51:02,085 - Train: 84.82% [1061050/1251000] [848.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.008] [optim_t 0.225] [lr 0.000196] [CE 3.914 (3.973)] [KD 2.246 (2.253)] 2024-10-15 00:51:14,423 - Train: 84.82% [1061100/1251000] [848.2/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.000196] [CE 3.871 (3.937)] [KD 2.172 (2.237)] 2024-10-15 00:51:26,522 - Train: 84.82% [1061150/1251000] [848.2/1000.0] [batch_t 0.238 (0.242)] [data_t 0.010] [optim_t 0.228] [lr 0.000196] [CE 4.066 (3.974)] [KD 2.315 (2.245)] 2024-10-15 00:51:38,789 - Train: 84.83% [1061200/1251000] [848.3/1000.0] [batch_t 0.241 (0.245)] [data_t 0.008] [optim_t 0.234] [lr 0.000196] [CE 3.883 (3.865)] [KD 2.192 (2.211)] 2024-10-15 00:51:51,429 - Train: 84.83% [1061250/1251000] [848.3/1000.0] [batch_t 0.245 (0.253)] [data_t 0.007] [optim_t 0.238] [lr 0.000195] [CE 3.398 (3.983)] [KD 2.131 (2.266)] 2024-10-15 00:52:03,642 - Train: 84.84% [1061300/1251000] [848.4/1000.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.000195] [CE 4.264 (4.090)] [KD 2.500 (2.318)] 2024-10-15 00:52:15,774 - Train: 84.84% [1061350/1251000] [848.4/1000.0] [batch_t 0.249 (0.242)] [data_t 0.010] [optim_t 0.239] [lr 0.000195] [CE 4.363 (3.980)] [KD 2.531 (2.272)] 2024-10-15 00:52:28,707 - Train: 84.84% [1061400/1251000] [848.4/1000.0] [batch_t 0.284 (0.258)] [data_t 0.010] [optim_t 0.274] [lr 0.000195] [CE 4.008 (3.981)] [KD 2.209 (2.279)] 2024-10-15 00:52:40,721 - Train: 84.85% [1061450/1251000] [848.5/1000.0] [batch_t 0.234 (0.240)] [data_t 0.007] [optim_t 0.227] [lr 0.000195] [CE 3.261 (3.989)] [KD 1.975 (2.279)] 2024-10-15 00:52:52,954 - Train: 84.85% [1061500/1251000] [848.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000195] [CE 4.483 (4.001)] [KD 2.592 (2.266)] 2024-10-15 00:53:05,768 - Train: 84.86% [1061550/1251000] [848.6/1000.0] [batch_t 0.242 (0.256)] [data_t 0.008] [optim_t 0.235] [lr 0.000195] [CE 3.779 (3.951)] [KD 2.241 (2.249)] 2024-10-15 00:53:18,351 - Train: 84.86% [1061600/1251000] [848.6/1000.0] [batch_t 0.235 (0.251)] [data_t 0.007] [optim_t 0.229] [lr 0.000195] [CE 4.131 (3.926)] [KD 2.473 (2.252)] 2024-10-15 00:53:30,488 - Train: 84.86% [1061650/1251000] [848.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000195] [CE 4.213 (3.928)] [KD 2.280 (2.238)] 2024-10-15 00:53:43,020 - Train: 84.87% [1061700/1251000] [848.7/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000195] [CE 3.537 (3.920)] [KD 2.164 (2.227)] 2024-10-15 00:53:55,171 - Train: 84.87% [1061750/1251000] [848.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.000195] [CE 3.792 (3.870)] [KD 2.153 (2.218)] 2024-10-15 00:54:07,541 - Train: 84.88% [1061800/1251000] [848.8/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000194] [CE 3.930 (4.050)] [KD 2.069 (2.323)] 2024-10-15 00:54:20,099 - Train: 84.88% [1061850/1251000] [848.8/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.228] [lr 0.000194] [CE 3.698 (4.067)] [KD 2.060 (2.329)] 2024-10-15 00:54:32,246 - Train: 84.88% [1061900/1251000] [848.8/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.000194] [CE 3.725 (3.968)] [KD 2.043 (2.251)] 2024-10-15 00:54:44,882 - Train: 84.89% [1061950/1251000] [848.9/1000.0] [batch_t 0.245 (0.253)] [data_t 0.009] [optim_t 0.236] [lr 0.000194] [CE 3.647 (4.001)] [KD 2.033 (2.260)] 2024-10-15 00:54:56,802 - Train: 84.89% [1062000/1251000] [848.9/1000.0] [batch_t 0.224 (0.238)] [data_t 0.008] [optim_t 0.215] [lr 0.000194] [CE 4.623 (3.928)] [KD 2.534 (2.238)] 2024-10-15 00:55:08,944 - Train: 84.90% [1062050/1251000] [849.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000194] [CE 3.434 (4.003)] [KD 1.983 (2.282)] 2024-10-15 00:55:30,278 - Test (net): 100.00% [50/50] [batch_t 0.283 (0.187)] [top1_cnt 40125] [top5_cnt 47503] [top_all 50000] 2024-10-15 00:55:30,279 - net: 80.250 (95.006) 2024-10-15 00:55:39,468 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 40666] [top5_cnt 47776] [top_all 50000] 2024-10-15 00:55:39,469 - net_E: 81.332 (95.552) 2024-10-15 00:55:39,692 - Max [top1: 80.250 (epoch: 849)] [top1-ema: 81.364 (epoch: 846)] 2024-10-15 00:55:39,692 - ==> Total time: 3 days, 4:17:32 Eta: 13:34:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 00:55:51,926 - Train: 84.90% [1062100/1251000] [849.0/1000.0] [batch_t 1.007 (1.007)] [data_t 0.804] [optim_t 0.203] [lr 0.000194] [CE 3.315 (3.315)] [KD 1.940 (1.940)] 2024-10-15 00:56:04,173 - Train: 84.90% [1062150/1251000] [849.0/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.000194] [CE 4.083 (4.003)] [KD 2.347 (2.260)] 2024-10-15 00:56:16,656 - Train: 84.91% [1062200/1251000] [849.1/1000.0] [batch_t 0.252 (0.249)] [data_t 0.009] [optim_t 0.243] [lr 0.000194] [CE 3.943 (4.022)] [KD 2.294 (2.282)] 2024-10-15 00:56:28,709 - Train: 84.91% [1062250/1251000] [849.1/1000.0] [batch_t 0.230 (0.241)] [data_t 0.011] [optim_t 0.219] [lr 0.000194] [CE 3.760 (4.034)] [KD 2.148 (2.284)] 2024-10-15 00:56:40,937 - Train: 84.92% [1062300/1251000] [849.2/1000.0] [batch_t 0.248 (0.244)] [data_t 0.010] [optim_t 0.238] [lr 0.000194] [CE 4.448 (4.003)] [KD 2.484 (2.274)] 2024-10-15 00:56:53,146 - Train: 84.92% [1062350/1251000] [849.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.000194] [CE 3.387 (3.949)] [KD 1.835 (2.235)] 2024-10-15 00:57:05,616 - Train: 84.92% [1062400/1251000] [849.2/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000193] [CE 3.789 (3.912)] [KD 2.145 (2.221)] 2024-10-15 00:57:18,157 - Train: 84.93% [1062450/1251000] [849.3/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.234] [lr 0.000193] [CE 4.272 (3.915)] [KD 2.170 (2.239)] 2024-10-15 00:57:29,962 - Train: 84.93% [1062500/1251000] [849.3/1000.0] [batch_t 0.231 (0.236)] [data_t 0.010] [optim_t 0.221] [lr 0.000193] [CE 4.780 (4.053)] [KD 2.523 (2.287)] 2024-10-15 00:57:41,901 - Train: 84.94% [1062550/1251000] [849.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.011] [optim_t 0.223] [lr 0.000193] [CE 4.053 (3.881)] [KD 2.246 (2.221)] 2024-10-15 00:57:54,229 - Train: 84.94% [1062600/1251000] [849.4/1000.0] [batch_t 0.224 (0.246)] [data_t 0.010] [optim_t 0.214] [lr 0.000193] [CE 3.788 (4.000)] [KD 2.173 (2.263)] 2024-10-15 00:58:06,360 - Train: 84.94% [1062650/1251000] [849.4/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000193] [CE 3.712 (3.966)] [KD 1.991 (2.247)] 2024-10-15 00:58:18,424 - Train: 84.95% [1062700/1251000] [849.5/1000.0] [batch_t 0.251 (0.241)] [data_t 0.008] [optim_t 0.243] [lr 0.000193] [CE 3.772 (3.960)] [KD 2.100 (2.272)] 2024-10-15 00:58:30,892 - Train: 84.95% [1062750/1251000] [849.5/1000.0] [batch_t 0.246 (0.249)] [data_t 0.010] [optim_t 0.237] [lr 0.000193] [CE 3.875 (3.935)] [KD 2.140 (2.235)] 2024-10-15 00:58:43,438 - Train: 84.96% [1062800/1251000] [849.6/1000.0] [batch_t 0.258 (0.251)] [data_t 0.010] [optim_t 0.248] [lr 0.000193] [CE 3.912 (4.040)] [KD 2.210 (2.279)] 2024-10-15 00:58:55,465 - Train: 84.96% [1062850/1251000] [849.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.000193] [CE 4.133 (3.983)] [KD 2.436 (2.282)] 2024-10-15 00:59:07,553 - Train: 84.96% [1062900/1251000] [849.6/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.231] [lr 0.000193] [CE 4.464 (3.964)] [KD 2.471 (2.271)] 2024-10-15 00:59:19,664 - Train: 84.97% [1062950/1251000] [849.7/1000.0] [batch_t 0.233 (0.242)] [data_t 0.011] [optim_t 0.222] [lr 0.000193] [CE 3.680 (3.936)] [KD 2.138 (2.230)] 2024-10-15 00:59:32,139 - Train: 84.97% [1063000/1251000] [849.7/1000.0] [batch_t 0.243 (0.249)] [data_t 0.010] [optim_t 0.233] [lr 0.000192] [CE 3.641 (3.982)] [KD 1.841 (2.276)] 2024-10-15 00:59:44,968 - Train: 84.98% [1063050/1251000] [849.8/1000.0] [batch_t 0.236 (0.256)] [data_t 0.007] [optim_t 0.229] [lr 0.000192] [CE 2.995 (3.905)] [KD 1.904 (2.200)] 2024-10-15 00:59:56,817 - Train: 84.98% [1063100/1251000] [849.8/1000.0] [batch_t 0.242 (0.237)] [data_t 0.010] [optim_t 0.232] [lr 0.000192] [CE 4.237 (3.964)] [KD 2.446 (2.262)] 2024-10-15 01:00:09,085 - Train: 84.98% [1063150/1251000] [849.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.226] [lr 0.000192] [CE 4.266 (4.013)] [KD 2.324 (2.278)] 2024-10-15 01:00:21,985 - Train: 84.99% [1063200/1251000] [849.9/1000.0] [batch_t 0.437 (0.258)] [data_t 0.007] [optim_t 0.430] [lr 0.000192] [CE 3.733 (3.999)] [KD 2.157 (2.297)] 2024-10-15 01:00:33,979 - Train: 84.99% [1063250/1251000] [849.9/1000.0] [batch_t 0.253 (0.240)] [data_t 0.007] [optim_t 0.246] [lr 0.000192] [CE 3.911 (3.998)] [KD 2.297 (2.283)] 2024-10-15 01:00:46,090 - Train: 85.00% [1063300/1251000] [850.0/1000.0] [batch_t 0.251 (0.242)] [data_t 0.010] [optim_t 0.240] [lr 0.000192] [CE 4.399 (4.005)] [KD 2.528 (2.301)] 2024-10-15 01:00:58,306 - Train: 85.00% [1063350/1251000] [850.0/1000.0] [batch_t 0.214 (0.244)] [data_t 0.008] [optim_t 0.206] [lr 0.000192] [CE 3.622 (3.949)] [KD 1.904 (2.240)] 2024-10-15 01:01:08,530 - Test (net): 100.00% [50/50] [batch_t 0.433 (0.191)] [top1_cnt 40049] [top5_cnt 47489] [top_all 50000] 2024-10-15 01:01:08,531 - net: 80.098 (94.978) 2024-10-15 01:01:18,632 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.185)] [top1_cnt 40691] [top5_cnt 47762] [top_all 50000] 2024-10-15 01:01:18,633 - net_E: 81.382 (95.524) 2024-10-15 01:01:18,833 - Max [top1: 80.250 (epoch: 849)] [top1-ema: 81.382 (epoch: 850)] 2024-10-15 01:01:18,834 - ==> Total time: 3 days, 4:23:11 Eta: 13:28:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:01:44,500 - Train: 85.00% [1063400/1251000] [850.0/1000.0] [batch_t 0.244 (0.267)] [data_t 0.008] [optim_t 0.235] [lr 0.000192] [CE 3.893 (3.947)] [KD 2.216 (2.244)] 2024-10-15 01:01:56,652 - Train: 85.01% [1063450/1251000] [850.1/1000.0] [batch_t 0.230 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.000192] [CE 3.825 (3.913)] [KD 2.094 (2.211)] 2024-10-15 01:02:08,853 - Train: 85.01% [1063500/1251000] [850.1/1000.0] [batch_t 0.240 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.000192] [CE 4.043 (3.976)] [KD 2.244 (2.275)] 2024-10-15 01:02:21,593 - Train: 85.02% [1063550/1251000] [850.2/1000.0] [batch_t 0.249 (0.255)] [data_t 0.007] [optim_t 0.242] [lr 0.000192] [CE 4.291 (3.935)] [KD 2.365 (2.233)] 2024-10-15 01:02:34,126 - Train: 85.02% [1063600/1251000] [850.2/1000.0] [batch_t 0.236 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.000191] [CE 3.889 (3.933)] [KD 2.171 (2.234)] 2024-10-15 01:02:46,606 - Train: 85.02% [1063650/1251000] [850.2/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.232] [lr 0.000191] [CE 3.767 (3.910)] [KD 2.254 (2.246)] 2024-10-15 01:02:59,052 - Train: 85.03% [1063700/1251000] [850.3/1000.0] [batch_t 0.222 (0.249)] [data_t 0.007] [optim_t 0.215] [lr 0.000191] [CE 3.816 (4.031)] [KD 2.322 (2.290)] 2024-10-15 01:03:11,398 - Train: 85.03% [1063750/1251000] [850.3/1000.0] [batch_t 0.256 (0.247)] [data_t 0.010] [optim_t 0.246] [lr 0.000191] [CE 3.801 (3.977)] [KD 2.180 (2.235)] 2024-10-15 01:03:23,959 - Train: 85.04% [1063800/1251000] [850.4/1000.0] [batch_t 0.239 (0.251)] [data_t 0.010] [optim_t 0.229] [lr 0.000191] [CE 4.220 (4.001)] [KD 2.462 (2.287)] 2024-10-15 01:03:36,875 - Train: 85.04% [1063850/1251000] [850.4/1000.0] [batch_t 0.433 (0.258)] [data_t 0.006] [optim_t 0.427] [lr 0.000191] [CE 3.441 (4.001)] [KD 2.166 (2.268)] 2024-10-15 01:03:49,310 - Train: 85.04% [1063900/1251000] [850.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.008] [optim_t 0.226] [lr 0.000191] [CE 4.387 (3.957)] [KD 2.529 (2.249)] 2024-10-15 01:04:01,280 - Train: 85.05% [1063950/1251000] [850.5/1000.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.213] [lr 0.000191] [CE 4.096 (3.974)] [KD 2.394 (2.262)] 2024-10-15 01:04:13,905 - Train: 85.05% [1064000/1251000] [850.5/1000.0] [batch_t 0.256 (0.252)] [data_t 0.007] [optim_t 0.249] [lr 0.000191] [CE 3.469 (4.046)] [KD 2.147 (2.301)] 2024-10-15 01:04:26,257 - Train: 85.06% [1064050/1251000] [850.6/1000.0] [batch_t 0.241 (0.247)] [data_t 0.010] [optim_t 0.230] [lr 0.000191] [CE 4.721 (3.938)] [KD 2.724 (2.232)] 2024-10-15 01:04:38,222 - Train: 85.06% [1064100/1251000] [850.6/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.000191] [CE 4.491 (3.964)] [KD 2.370 (2.246)] 2024-10-15 01:04:50,633 - Train: 85.06% [1064150/1251000] [850.6/1000.0] [batch_t 0.232 (0.248)] [data_t 0.007] [optim_t 0.225] [lr 0.000191] [CE 4.063 (3.876)] [KD 2.157 (2.194)] 2024-10-15 01:05:03,314 - Train: 85.07% [1064200/1251000] [850.7/1000.0] [batch_t 0.254 (0.253)] [data_t 0.006] [optim_t 0.247] [lr 0.000190] [CE 4.223 (3.863)] [KD 2.391 (2.181)] 2024-10-15 01:05:15,448 - Train: 85.07% [1064250/1251000] [850.7/1000.0] [batch_t 0.251 (0.243)] [data_t 0.007] [optim_t 0.244] [lr 0.000190] [CE 4.350 (3.908)] [KD 2.408 (2.218)] 2024-10-15 01:05:28,097 - Train: 85.08% [1064300/1251000] [850.8/1000.0] [batch_t 0.235 (0.253)] [data_t 0.007] [optim_t 0.227] [lr 0.000190] [CE 3.753 (4.048)] [KD 2.103 (2.305)] 2024-10-15 01:05:40,554 - Train: 85.08% [1064350/1251000] [850.8/1000.0] [batch_t 0.248 (0.249)] [data_t 0.010] [optim_t 0.237] [lr 0.000190] [CE 4.123 (4.031)] [KD 2.217 (2.292)] 2024-10-15 01:05:52,454 - Train: 85.08% [1064400/1251000] [850.8/1000.0] [batch_t 0.231 (0.238)] [data_t 0.007] [optim_t 0.224] [lr 0.000190] [CE 3.725 (4.012)] [KD 1.949 (2.298)] 2024-10-15 01:06:04,817 - Train: 85.09% [1064450/1251000] [850.9/1000.0] [batch_t 0.234 (0.247)] [data_t 0.006] [optim_t 0.228] [lr 0.000190] [CE 4.285 (3.955)] [KD 2.500 (2.269)] 2024-10-15 01:06:17,461 - Train: 85.09% [1064500/1251000] [850.9/1000.0] [batch_t 0.240 (0.253)] [data_t 0.008] [optim_t 0.233] [lr 0.000190] [CE 3.977 (3.974)] [KD 2.153 (2.260)] 2024-10-15 01:06:29,461 - Train: 85.10% [1064550/1251000] [851.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.006] [optim_t 0.227] [lr 0.000190] [CE 4.157 (3.988)] [KD 2.441 (2.285)] 2024-10-15 01:06:41,437 - Train: 85.10% [1064600/1251000] [851.0/1000.0] [batch_t 0.210 (0.239)] [data_t 0.007] [optim_t 0.203] [lr 0.000190] [CE 3.813 (4.016)] [KD 2.208 (2.262)] 2024-10-15 01:06:50,872 - Test (net): 100.00% [50/50] [batch_t 0.163 (0.168)] [top1_cnt 40042] [top5_cnt 47529] [top_all 50000] 2024-10-15 01:06:50,872 - net: 80.084 (95.058) 2024-10-15 01:06:59,753 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.162)] [top1_cnt 40690] [top5_cnt 47763] [top_all 50000] 2024-10-15 01:06:59,754 - net_E: 81.380 (95.526) 2024-10-15 01:06:59,965 - Max [top1: 80.250 (epoch: 849)] [top1-ema: 81.382 (epoch: 850)] 2024-10-15 01:06:59,965 - ==> Total time: 3 days, 4:28:52 Eta: 13:23:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:07:19,829 - Train: 85.10% [1064650/1251000] [851.0/1000.0] [batch_t 0.222 (0.255)] [data_t 0.008] [optim_t 0.214] [lr 0.000190] [CE 4.560 (4.021)] [KD 2.453 (2.298)] 2024-10-15 01:07:32,235 - Train: 85.11% [1064700/1251000] [851.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.008] [optim_t 0.229] [lr 0.000190] [CE 4.641 (3.973)] [KD 2.416 (2.245)] 2024-10-15 01:07:44,611 - Train: 85.11% [1064750/1251000] [851.1/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000189] [CE 3.582 (3.941)] [KD 2.068 (2.239)] 2024-10-15 01:07:56,673 - Train: 85.12% [1064800/1251000] [851.2/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.217] [lr 0.000189] [CE 3.871 (3.938)] [KD 2.275 (2.225)] 2024-10-15 01:08:08,876 - Train: 85.12% [1064850/1251000] [851.2/1000.0] [batch_t 0.234 (0.244)] [data_t 0.010] [optim_t 0.224] [lr 0.000189] [CE 3.493 (3.989)] [KD 2.024 (2.245)] 2024-10-15 01:08:20,964 - Train: 85.12% [1064900/1251000] [851.2/1000.0] [batch_t 0.428 (0.242)] [data_t 0.006] [optim_t 0.422] [lr 0.000189] [CE 3.631 (3.983)] [KD 2.126 (2.245)] 2024-10-15 01:08:33,609 - Train: 85.13% [1064950/1251000] [851.3/1000.0] [batch_t 0.237 (0.253)] [data_t 0.007] [optim_t 0.230] [lr 0.000189] [CE 3.781 (4.002)] [KD 2.112 (2.265)] 2024-10-15 01:08:46,089 - Train: 85.13% [1065000/1251000] [851.3/1000.0] [batch_t 0.226 (0.249)] [data_t 0.010] [optim_t 0.216] [lr 0.000189] [CE 3.687 (3.988)] [KD 2.082 (2.240)] 2024-10-15 01:08:57,676 - Train: 85.14% [1065050/1251000] [851.4/1000.0] [batch_t 0.230 (0.232)] [data_t 0.010] [optim_t 0.220] [lr 0.000189] [CE 3.867 (3.975)] [KD 2.256 (2.235)] 2024-10-15 01:09:10,011 - Train: 85.14% [1065100/1251000] [851.4/1000.0] [batch_t 0.240 (0.247)] [data_t 0.010] [optim_t 0.229] [lr 0.000189] [CE 3.985 (4.012)] [KD 2.360 (2.312)] 2024-10-15 01:09:22,745 - Train: 85.14% [1065150/1251000] [851.4/1000.0] [batch_t 0.230 (0.254)] [data_t 0.006] [optim_t 0.223] [lr 0.000189] [CE 4.586 (4.044)] [KD 2.568 (2.297)] 2024-10-15 01:09:34,843 - Train: 85.15% [1065200/1251000] [851.5/1000.0] [batch_t 0.440 (0.242)] [data_t 0.006] [optim_t 0.434] [lr 0.000189] [CE 4.042 (3.976)] [KD 2.277 (2.257)] 2024-10-15 01:09:47,272 - Train: 85.15% [1065250/1251000] [851.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.008] [optim_t 0.225] [lr 0.000189] [CE 3.978 (3.975)] [KD 2.306 (2.255)] 2024-10-15 01:09:59,526 - Train: 85.16% [1065300/1251000] [851.6/1000.0] [batch_t 0.243 (0.245)] [data_t 0.008] [optim_t 0.235] [lr 0.000189] [CE 3.775 (4.008)] [KD 2.112 (2.284)] 2024-10-15 01:10:11,810 - Train: 85.16% [1065350/1251000] [851.6/1000.0] [batch_t 0.221 (0.246)] [data_t 0.007] [optim_t 0.214] [lr 0.000188] [CE 4.459 (4.022)] [KD 2.622 (2.272)] 2024-10-15 01:10:23,897 - Train: 85.16% [1065400/1251000] [851.6/1000.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.000188] [CE 3.324 (4.024)] [KD 2.037 (2.283)] 2024-10-15 01:10:36,176 - Train: 85.17% [1065450/1251000] [851.7/1000.0] [batch_t 0.241 (0.245)] [data_t 0.010] [optim_t 0.231] [lr 0.000188] [CE 4.242 (3.992)] [KD 2.301 (2.285)] 2024-10-15 01:10:48,610 - Train: 85.17% [1065500/1251000] [851.7/1000.0] [batch_t 0.549 (0.249)] [data_t 0.007] [optim_t 0.541] [lr 0.000188] [CE 4.062 (3.958)] [KD 2.214 (2.220)] 2024-10-15 01:11:00,889 - Train: 85.18% [1065550/1251000] [851.8/1000.0] [batch_t 0.227 (0.245)] [data_t 0.007] [optim_t 0.221] [lr 0.000188] [CE 3.854 (3.997)] [KD 2.211 (2.268)] 2024-10-15 01:11:12,958 - Train: 85.18% [1065600/1251000] [851.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.011] [optim_t 0.223] [lr 0.000188] [CE 3.948 (3.977)] [KD 2.266 (2.256)] 2024-10-15 01:11:25,338 - Train: 85.18% [1065650/1251000] [851.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.008] [optim_t 0.227] [lr 0.000188] [CE 3.994 (4.088)] [KD 2.369 (2.298)] 2024-10-15 01:11:37,359 - Train: 85.19% [1065700/1251000] [851.9/1000.0] [batch_t 0.241 (0.240)] [data_t 0.008] [optim_t 0.233] [lr 0.000188] [CE 4.280 (4.033)] [KD 2.536 (2.294)] 2024-10-15 01:11:49,884 - Train: 85.19% [1065750/1251000] [851.9/1000.0] [batch_t 0.228 (0.250)] [data_t 0.008] [optim_t 0.220] [lr 0.000188] [CE 4.617 (3.944)] [KD 2.700 (2.259)] 2024-10-15 01:12:02,036 - Train: 85.20% [1065800/1251000] [852.0/1000.0] [batch_t 0.240 (0.243)] [data_t 0.008] [optim_t 0.232] [lr 0.000188] [CE 3.950 (3.998)] [KD 2.235 (2.273)] 2024-10-15 01:12:14,327 - Train: 85.20% [1065850/1251000] [852.0/1000.0] [batch_t 0.219 (0.246)] [data_t 0.006] [optim_t 0.213] [lr 0.000188] [CE 4.412 (3.844)] [KD 2.525 (2.183)] 2024-10-15 01:12:24,114 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.174)] [top1_cnt 40177] [top5_cnt 47552] [top_all 50000] 2024-10-15 01:12:24,114 - net: 80.354 (95.104) 2024-10-15 01:12:33,049 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.162)] [top1_cnt 40704] [top5_cnt 47772] [top_all 50000] 2024-10-15 01:12:33,050 - net_E: 81.408 (95.544) 2024-10-15 01:12:33,261 - Max [top1: 80.354 (epoch: 852)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 01:12:33,262 - ==> Total time: 3 days, 4:34:26 Eta: 13:18:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:13:01,894 - Train: 85.20% [1065900/1251000] [852.0/1000.0] [batch_t 0.249 (0.249)] [data_t 0.010] [optim_t 0.239] [lr 0.000188] [CE 4.317 (3.931)] [KD 2.368 (2.202)] 2024-10-15 01:13:14,285 - Train: 85.21% [1065950/1251000] [852.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.228] [lr 0.000187] [CE 4.005 (3.969)] [KD 2.286 (2.238)] 2024-10-15 01:13:26,763 - Train: 85.21% [1066000/1251000] [852.1/1000.0] [batch_t 0.453 (0.249)] [data_t 0.007] [optim_t 0.447] [lr 0.000187] [CE 4.226 (3.975)] [KD 2.356 (2.243)] 2024-10-15 01:13:38,452 - Train: 85.22% [1066050/1251000] [852.2/1000.0] [batch_t 0.241 (0.234)] [data_t 0.008] [optim_t 0.234] [lr 0.000187] [CE 4.220 (3.920)] [KD 2.324 (2.223)] 2024-10-15 01:13:50,276 - Train: 85.22% [1066100/1251000] [852.2/1000.0] [batch_t 0.233 (0.236)] [data_t 0.010] [optim_t 0.223] [lr 0.000187] [CE 3.694 (3.967)] [KD 2.263 (2.228)] 2024-10-15 01:14:02,624 - Train: 85.22% [1066150/1251000] [852.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000187] [CE 4.263 (3.939)] [KD 2.324 (2.206)] 2024-10-15 01:14:14,589 - Train: 85.23% [1066200/1251000] [852.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000187] [CE 4.045 (3.987)] [KD 2.428 (2.255)] 2024-10-15 01:14:26,947 - Train: 85.23% [1066250/1251000] [852.3/1000.0] [batch_t 0.225 (0.247)] [data_t 0.008] [optim_t 0.217] [lr 0.000187] [CE 3.853 (3.945)] [KD 2.263 (2.260)] 2024-10-15 01:14:39,602 - Train: 85.24% [1066300/1251000] [852.4/1000.0] [batch_t 0.243 (0.253)] [data_t 0.010] [optim_t 0.233] [lr 0.000187] [CE 3.904 (3.939)] [KD 2.150 (2.229)] 2024-10-15 01:14:51,402 - Train: 85.24% [1066350/1251000] [852.4/1000.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000187] [CE 3.863 (3.975)] [KD 2.186 (2.248)] 2024-10-15 01:15:03,398 - Train: 85.24% [1066400/1251000] [852.4/1000.0] [batch_t 0.262 (0.240)] [data_t 0.007] [optim_t 0.254] [lr 0.000187] [CE 3.921 (3.974)] [KD 2.125 (2.248)] 2024-10-15 01:15:16,313 - Train: 85.25% [1066450/1251000] [852.5/1000.0] [batch_t 0.234 (0.258)] [data_t 0.009] [optim_t 0.226] [lr 0.000187] [CE 3.432 (3.948)] [KD 1.916 (2.237)] 2024-10-15 01:15:28,242 - Train: 85.25% [1066500/1251000] [852.5/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000187] [CE 3.968 (3.974)] [KD 2.213 (2.255)] 2024-10-15 01:15:40,314 - Train: 85.26% [1066550/1251000] [852.6/1000.0] [batch_t 0.249 (0.241)] [data_t 0.007] [optim_t 0.242] [lr 0.000186] [CE 3.540 (3.999)] [KD 2.049 (2.276)] 2024-10-15 01:15:52,485 - Train: 85.26% [1066600/1251000] [852.6/1000.0] [batch_t 0.234 (0.243)] [data_t 0.008] [optim_t 0.226] [lr 0.000186] [CE 4.501 (4.051)] [KD 2.534 (2.283)] 2024-10-15 01:16:04,845 - Train: 85.26% [1066650/1251000] [852.6/1000.0] [batch_t 0.248 (0.247)] [data_t 0.011] [optim_t 0.238] [lr 0.000186] [CE 3.801 (3.922)] [KD 2.129 (2.208)] 2024-10-15 01:16:16,928 - Train: 85.27% [1066700/1251000] [852.7/1000.0] [batch_t 0.219 (0.241)] [data_t 0.011] [optim_t 0.208] [lr 0.000186] [CE 4.595 (3.930)] [KD 2.473 (2.230)] 2024-10-15 01:16:29,473 - Train: 85.27% [1066750/1251000] [852.7/1000.0] [batch_t 0.518 (0.251)] [data_t 0.008] [optim_t 0.510] [lr 0.000186] [CE 4.227 (3.935)] [KD 2.404 (2.225)] 2024-10-15 01:16:41,611 - Train: 85.28% [1066800/1251000] [852.8/1000.0] [batch_t 0.453 (0.243)] [data_t 0.007] [optim_t 0.445] [lr 0.000186] [CE 3.998 (3.957)] [KD 2.198 (2.246)] 2024-10-15 01:16:53,501 - Train: 85.28% [1066850/1251000] [852.8/1000.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000186] [CE 4.508 (4.009)] [KD 2.575 (2.246)] 2024-10-15 01:17:05,319 - Train: 85.28% [1066900/1251000] [852.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.000186] [CE 3.733 (3.955)] [KD 2.183 (2.236)] 2024-10-15 01:17:18,017 - Train: 85.29% [1066950/1251000] [852.9/1000.0] [batch_t 0.235 (0.254)] [data_t 0.008] [optim_t 0.227] [lr 0.000186] [CE 4.489 (3.964)] [KD 2.587 (2.257)] 2024-10-15 01:17:29,932 - Train: 85.29% [1067000/1251000] [852.9/1000.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.000186] [CE 3.598 (3.971)] [KD 2.029 (2.278)] 2024-10-15 01:17:42,613 - Train: 85.30% [1067050/1251000] [853.0/1000.0] [batch_t 0.240 (0.253)] [data_t 0.007] [optim_t 0.234] [lr 0.000186] [CE 3.866 (3.966)] [KD 2.198 (2.251)] 2024-10-15 01:17:54,393 - Train: 85.30% [1067100/1251000] [853.0/1000.0] [batch_t 0.204 (0.235)] [data_t 0.008] [optim_t 0.196] [lr 0.000186] [CE 2.931 (3.933)] [KD 1.769 (2.243)] 2024-10-15 01:18:05,566 - Test (net): 100.00% [50/50] [batch_t 0.249 (0.199)] [top1_cnt 40172] [top5_cnt 47593] [top_all 50000] 2024-10-15 01:18:05,566 - net: 80.344 (95.186) 2024-10-15 01:18:15,407 - Test (net_E): 100.00% [50/50] [batch_t 0.066 (0.180)] [top1_cnt 40682] [top5_cnt 47771] [top_all 50000] 2024-10-15 01:18:15,408 - net_E: 81.364 (95.542) 2024-10-15 01:18:15,613 - Max [top1: 80.354 (epoch: 852)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 01:18:15,614 - ==> Total time: 3 days, 4:40:08 Eta: 13:12:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:18:31,063 - Train: 85.30% [1067150/1251000] [853.0/1000.0] [batch_t 0.233 (0.258)] [data_t 0.010] [optim_t 0.223] [lr 0.000185] [CE 4.050 (3.926)] [KD 2.405 (2.208)] 2024-10-15 01:18:44,271 - Train: 85.31% [1067200/1251000] [853.1/1000.0] [batch_t 0.230 (0.264)] [data_t 0.007] [optim_t 0.223] [lr 0.000185] [CE 4.104 (3.974)] [KD 2.333 (2.242)] 2024-10-15 01:18:56,345 - Train: 85.31% [1067250/1251000] [853.1/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.000185] [CE 3.930 (4.013)] [KD 2.012 (2.244)] 2024-10-15 01:19:08,306 - Train: 85.32% [1067300/1251000] [853.2/1000.0] [batch_t 0.251 (0.239)] [data_t 0.006] [optim_t 0.245] [lr 0.000185] [CE 3.899 (3.931)] [KD 2.218 (2.236)] 2024-10-15 01:19:20,926 - Train: 85.32% [1067350/1251000] [853.2/1000.0] [batch_t 0.443 (0.252)] [data_t 0.007] [optim_t 0.436] [lr 0.000185] [CE 3.691 (3.948)] [KD 2.101 (2.217)] 2024-10-15 01:19:33,632 - Train: 85.32% [1067400/1251000] [853.2/1000.0] [batch_t 0.255 (0.254)] [data_t 0.008] [optim_t 0.247] [lr 0.000185] [CE 3.930 (4.005)] [KD 2.241 (2.264)] 2024-10-15 01:19:46,222 - Train: 85.33% [1067450/1251000] [853.3/1000.0] [batch_t 0.259 (0.252)] [data_t 0.008] [optim_t 0.251] [lr 0.000185] [CE 3.716 (4.002)] [KD 2.064 (2.264)] 2024-10-15 01:19:58,830 - Train: 85.33% [1067500/1251000] [853.3/1000.0] [batch_t 0.248 (0.252)] [data_t 0.009] [optim_t 0.239] [lr 0.000185] [CE 3.986 (3.924)] [KD 2.186 (2.205)] 2024-10-15 01:20:11,176 - Train: 85.34% [1067550/1251000] [853.4/1000.0] [batch_t 0.216 (0.247)] [data_t 0.011] [optim_t 0.206] [lr 0.000185] [CE 3.450 (3.960)] [KD 2.001 (2.227)] 2024-10-15 01:20:23,540 - Train: 85.34% [1067600/1251000] [853.4/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.231] [lr 0.000185] [CE 4.003 (3.979)] [KD 2.234 (2.267)] 2024-10-15 01:20:36,111 - Train: 85.34% [1067650/1251000] [853.4/1000.0] [batch_t 0.249 (0.251)] [data_t 0.009] [optim_t 0.240] [lr 0.000185] [CE 3.714 (3.977)] [KD 2.004 (2.233)] 2024-10-15 01:20:48,419 - Train: 85.35% [1067700/1251000] [853.5/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.000185] [CE 3.829 (3.964)] [KD 2.015 (2.250)] 2024-10-15 01:21:00,867 - Train: 85.35% [1067750/1251000] [853.5/1000.0] [batch_t 0.227 (0.249)] [data_t 0.008] [optim_t 0.219] [lr 0.000184] [CE 4.011 (3.914)] [KD 2.090 (2.210)] 2024-10-15 01:21:13,880 - Train: 85.36% [1067800/1251000] [853.6/1000.0] [batch_t 0.251 (0.260)] [data_t 0.006] [optim_t 0.245] [lr 0.000184] [CE 4.436 (4.018)] [KD 2.420 (2.263)] 2024-10-15 01:21:26,141 - Train: 85.36% [1067850/1251000] [853.6/1000.0] [batch_t 0.248 (0.245)] [data_t 0.007] [optim_t 0.241] [lr 0.000184] [CE 3.468 (3.924)] [KD 1.900 (2.223)] 2024-10-15 01:21:38,030 - Train: 85.36% [1067900/1251000] [853.6/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.000184] [CE 4.041 (3.909)] [KD 2.306 (2.195)] 2024-10-15 01:21:50,391 - Train: 85.37% [1067950/1251000] [853.7/1000.0] [batch_t 0.229 (0.247)] [data_t 0.008] [optim_t 0.221] [lr 0.000184] [CE 4.472 (3.974)] [KD 2.558 (2.234)] 2024-10-15 01:22:02,916 - Train: 85.37% [1068000/1251000] [853.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.008] [optim_t 0.227] [lr 0.000184] [CE 3.674 (3.992)] [KD 2.114 (2.255)] 2024-10-15 01:22:15,471 - Train: 85.38% [1068050/1251000] [853.8/1000.0] [batch_t 0.230 (0.251)] [data_t 0.009] [optim_t 0.222] [lr 0.000184] [CE 3.480 (3.923)] [KD 2.077 (2.218)] 2024-10-15 01:22:28,175 - Train: 85.38% [1068100/1251000] [853.8/1000.0] [batch_t 0.232 (0.254)] [data_t 0.010] [optim_t 0.222] [lr 0.000184] [CE 3.735 (3.949)] [KD 2.358 (2.259)] 2024-10-15 01:22:40,608 - Train: 85.38% [1068150/1251000] [853.8/1000.0] [batch_t 0.243 (0.248)] [data_t 0.010] [optim_t 0.232] [lr 0.000184] [CE 3.539 (3.920)] [KD 2.175 (2.226)] 2024-10-15 01:22:53,291 - Train: 85.39% [1068200/1251000] [853.9/1000.0] [batch_t 0.242 (0.253)] [data_t 0.008] [optim_t 0.234] [lr 0.000184] [CE 4.469 (4.001)] [KD 2.505 (2.259)] 2024-10-15 01:23:06,015 - Train: 85.39% [1068250/1251000] [853.9/1000.0] [batch_t 0.247 (0.254)] [data_t 0.006] [optim_t 0.240] [lr 0.000184] [CE 3.377 (3.912)] [KD 1.799 (2.234)] 2024-10-15 01:23:18,456 - Train: 85.40% [1068300/1251000] [854.0/1000.0] [batch_t 0.242 (0.249)] [data_t 0.008] [optim_t 0.234] [lr 0.000184] [CE 3.674 (3.965)] [KD 2.027 (2.229)] 2024-10-15 01:23:30,288 - Train: 85.40% [1068350/1251000] [854.0/1000.0] [batch_t 0.211 (0.236)] [data_t 0.006] [optim_t 0.205] [lr 0.000183] [CE 4.242 (3.905)] [KD 2.359 (2.223)] 2024-10-15 01:23:41,363 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.192)] [top1_cnt 40104] [top5_cnt 47534] [top_all 50000] 2024-10-15 01:23:41,363 - net: 80.208 (95.068) 2024-10-15 01:23:51,950 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.196)] [top1_cnt 40693] [top5_cnt 47761] [top_all 50000] 2024-10-15 01:23:51,950 - net_E: 81.386 (95.522) 2024-10-15 01:23:52,197 - Max [top1: 80.354 (epoch: 852)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 01:23:52,198 - ==> Total time: 3 days, 4:45:44 Eta: 13:07:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:24:07,880 - Train: 85.40% [1068400/1251000] [854.0/1000.0] [batch_t 0.236 (0.262)] [data_t 0.007] [optim_t 0.229] [lr 0.000183] [CE 3.412 (3.984)] [KD 1.980 (2.250)] 2024-10-15 01:24:20,253 - Train: 85.41% [1068450/1251000] [854.1/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000183] [CE 3.964 (3.958)] [KD 2.053 (2.235)] 2024-10-15 01:24:32,650 - Train: 85.41% [1068500/1251000] [854.1/1000.0] [batch_t 0.230 (0.248)] [data_t 0.008] [optim_t 0.221] [lr 0.000183] [CE 3.335 (3.935)] [KD 1.952 (2.230)] 2024-10-15 01:24:44,632 - Train: 85.42% [1068550/1251000] [854.2/1000.0] [batch_t 0.255 (0.239)] [data_t 0.010] [optim_t 0.245] [lr 0.000183] [CE 4.205 (3.961)] [KD 2.239 (2.225)] 2024-10-15 01:24:56,630 - Train: 85.42% [1068600/1251000] [854.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.227] [lr 0.000183] [CE 4.441 (3.951)] [KD 2.466 (2.225)] 2024-10-15 01:25:08,666 - Train: 85.42% [1068650/1251000] [854.2/1000.0] [batch_t 0.239 (0.241)] [data_t 0.008] [optim_t 0.231] [lr 0.000183] [CE 4.377 (4.018)] [KD 2.485 (2.275)] 2024-10-15 01:25:20,671 - Train: 85.43% [1068700/1251000] [854.3/1000.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000183] [CE 4.028 (3.958)] [KD 2.158 (2.230)] 2024-10-15 01:25:32,789 - Train: 85.43% [1068750/1251000] [854.3/1000.0] [batch_t 0.248 (0.242)] [data_t 0.011] [optim_t 0.237] [lr 0.000183] [CE 3.794 (3.961)] [KD 2.088 (2.225)] 2024-10-15 01:25:45,162 - Train: 85.44% [1068800/1251000] [854.4/1000.0] [batch_t 0.223 (0.247)] [data_t 0.010] [optim_t 0.214] [lr 0.000183] [CE 4.070 (3.919)] [KD 2.289 (2.208)] 2024-10-15 01:25:57,294 - Train: 85.44% [1068850/1251000] [854.4/1000.0] [batch_t 0.233 (0.242)] [data_t 0.006] [optim_t 0.227] [lr 0.000183] [CE 3.664 (3.890)] [KD 2.082 (2.176)] 2024-10-15 01:26:09,405 - Train: 85.44% [1068900/1251000] [854.4/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000183] [CE 3.727 (3.980)] [KD 2.089 (2.254)] 2024-10-15 01:26:21,730 - Train: 85.45% [1068950/1251000] [854.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000183] [CE 4.243 (3.961)] [KD 2.353 (2.231)] 2024-10-15 01:26:33,811 - Train: 85.45% [1069000/1251000] [854.5/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.233] [lr 0.000182] [CE 4.243 (3.972)] [KD 2.372 (2.244)] 2024-10-15 01:26:45,902 - Train: 85.46% [1069050/1251000] [854.6/1000.0] [batch_t 0.245 (0.242)] [data_t 0.008] [optim_t 0.237] [lr 0.000182] [CE 4.189 (4.016)] [KD 2.252 (2.261)] 2024-10-15 01:26:57,890 - Train: 85.46% [1069100/1251000] [854.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000182] [CE 4.158 (3.949)] [KD 2.371 (2.235)] 2024-10-15 01:27:10,178 - Train: 85.46% [1069150/1251000] [854.6/1000.0] [batch_t 0.225 (0.246)] [data_t 0.007] [optim_t 0.218] [lr 0.000182] [CE 3.996 (3.998)] [KD 2.278 (2.252)] 2024-10-15 01:27:22,265 - Train: 85.47% [1069200/1251000] [854.7/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.000182] [CE 3.616 (3.995)] [KD 1.929 (2.252)] 2024-10-15 01:27:34,200 - Train: 85.47% [1069250/1251000] [854.7/1000.0] [batch_t 0.225 (0.239)] [data_t 0.010] [optim_t 0.215] [lr 0.000182] [CE 3.857 (3.967)] [KD 1.971 (2.220)] 2024-10-15 01:27:46,279 - Train: 85.48% [1069300/1251000] [854.8/1000.0] [batch_t 0.227 (0.241)] [data_t 0.007] [optim_t 0.221] [lr 0.000182] [CE 4.106 (3.998)] [KD 2.376 (2.271)] 2024-10-15 01:27:58,228 - Train: 85.48% [1069350/1251000] [854.8/1000.0] [batch_t 0.231 (0.239)] [data_t 0.008] [optim_t 0.223] [lr 0.000182] [CE 4.121 (3.939)] [KD 2.410 (2.237)] 2024-10-15 01:28:10,418 - Train: 85.48% [1069400/1251000] [854.8/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.000182] [CE 4.057 (3.953)] [KD 2.374 (2.218)] 2024-10-15 01:28:22,722 - Train: 85.49% [1069450/1251000] [854.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.007] [optim_t 0.228] [lr 0.000182] [CE 4.017 (4.011)] [KD 2.173 (2.258)] 2024-10-15 01:28:35,181 - Train: 85.49% [1069500/1251000] [854.9/1000.0] [batch_t 0.230 (0.249)] [data_t 0.010] [optim_t 0.221] [lr 0.000182] [CE 3.692 (3.905)] [KD 2.160 (2.204)] 2024-10-15 01:28:47,425 - Train: 85.50% [1069550/1251000] [855.0/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.230] [lr 0.000182] [CE 4.145 (3.931)] [KD 2.394 (2.206)] 2024-10-15 01:28:59,364 - Train: 85.50% [1069600/1251000] [855.0/1000.0] [batch_t 0.216 (0.239)] [data_t 0.006] [optim_t 0.209] [lr 0.000181] [CE 4.764 (3.959)] [KD 2.640 (2.235)] 2024-10-15 01:29:09,789 - Test (net): 100.00% [50/50] [batch_t 0.254 (0.174)] [top1_cnt 40149] [top5_cnt 47529] [top_all 50000] 2024-10-15 01:29:09,790 - net: 80.298 (95.058) 2024-10-15 01:29:19,618 - Test (net_E): 100.00% [50/50] [batch_t 0.666 (0.181)] [top1_cnt 40688] [top5_cnt 47771] [top_all 50000] 2024-10-15 01:29:19,619 - net_E: 81.376 (95.542) 2024-10-15 01:29:19,837 - Max [top1: 80.354 (epoch: 852)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 01:29:19,838 - ==> Total time: 3 days, 4:51:12 Eta: 13:02:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:29:42,500 - Train: 85.50% [1069650/1251000] [855.0/1000.0] [batch_t 0.233 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.000181] [CE 4.391 (3.914)] [KD 2.539 (2.208)] 2024-10-15 01:29:55,098 - Train: 85.51% [1069700/1251000] [855.1/1000.0] [batch_t 0.224 (0.252)] [data_t 0.006] [optim_t 0.217] [lr 0.000181] [CE 3.839 (3.978)] [KD 2.262 (2.236)] 2024-10-15 01:30:07,370 - Train: 85.51% [1069750/1251000] [855.1/1000.0] [batch_t 0.442 (0.245)] [data_t 0.010] [optim_t 0.432] [lr 0.000181] [CE 3.887 (3.966)] [KD 2.069 (2.256)] 2024-10-15 01:30:19,457 - Train: 85.52% [1069800/1251000] [855.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.007] [optim_t 0.232] [lr 0.000181] [CE 3.834 (3.942)] [KD 2.210 (2.238)] 2024-10-15 01:30:31,926 - Train: 85.52% [1069850/1251000] [855.2/1000.0] [batch_t 0.230 (0.249)] [data_t 0.009] [optim_t 0.221] [lr 0.000181] [CE 4.039 (3.902)] [KD 2.239 (2.182)] 2024-10-15 01:30:44,218 - Train: 85.52% [1069900/1251000] [855.2/1000.0] [batch_t 0.219 (0.246)] [data_t 0.010] [optim_t 0.209] [lr 0.000181] [CE 4.062 (3.981)] [KD 2.317 (2.239)] 2024-10-15 01:30:56,543 - Train: 85.53% [1069950/1251000] [855.3/1000.0] [batch_t 0.245 (0.246)] [data_t 0.008] [optim_t 0.236] [lr 0.000181] [CE 4.388 (4.011)] [KD 2.526 (2.267)] 2024-10-15 01:31:09,391 - Train: 85.53% [1070000/1251000] [855.3/1000.0] [batch_t 0.227 (0.257)] [data_t 0.009] [optim_t 0.219] [lr 0.000181] [CE 4.261 (3.990)] [KD 2.469 (2.242)] 2024-10-15 01:31:21,331 - Train: 85.54% [1070050/1251000] [855.4/1000.0] [batch_t 0.219 (0.239)] [data_t 0.007] [optim_t 0.211] [lr 0.000181] [CE 4.368 (3.940)] [KD 2.417 (2.198)] 2024-10-15 01:31:33,684 - Train: 85.54% [1070100/1251000] [855.4/1000.0] [batch_t 0.226 (0.247)] [data_t 0.008] [optim_t 0.218] [lr 0.000181] [CE 4.023 (3.903)] [KD 2.206 (2.203)] 2024-10-15 01:31:46,378 - Train: 85.54% [1070150/1251000] [855.4/1000.0] [batch_t 0.240 (0.254)] [data_t 0.007] [optim_t 0.233] [lr 0.000181] [CE 4.249 (3.942)] [KD 2.422 (2.223)] 2024-10-15 01:31:58,538 - Train: 85.55% [1070200/1251000] [855.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.010] [optim_t 0.229] [lr 0.000180] [CE 4.684 (3.990)] [KD 2.614 (2.256)] 2024-10-15 01:32:10,764 - Train: 85.55% [1070250/1251000] [855.5/1000.0] [batch_t 0.233 (0.244)] [data_t 0.006] [optim_t 0.226] [lr 0.000180] [CE 4.316 (3.919)] [KD 2.422 (2.216)] 2024-10-15 01:32:23,826 - Train: 85.56% [1070300/1251000] [855.6/1000.0] [batch_t 0.496 (0.261)] [data_t 0.006] [optim_t 0.490] [lr 0.000180] [CE 3.639 (3.924)] [KD 1.973 (2.200)] 2024-10-15 01:32:35,870 - Train: 85.56% [1070350/1251000] [855.6/1000.0] [batch_t 0.218 (0.241)] [data_t 0.007] [optim_t 0.211] [lr 0.000180] [CE 3.768 (3.915)] [KD 1.928 (2.226)] 2024-10-15 01:32:48,111 - Train: 85.56% [1070400/1251000] [855.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000180] [CE 3.949 (4.021)] [KD 2.181 (2.253)] 2024-10-15 01:33:00,091 - Train: 85.57% [1070450/1251000] [855.7/1000.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.000180] [CE 3.668 (3.922)] [KD 2.285 (2.213)] 2024-10-15 01:33:12,604 - Train: 85.57% [1070500/1251000] [855.7/1000.0] [batch_t 0.241 (0.250)] [data_t 0.007] [optim_t 0.234] [lr 0.000180] [CE 3.956 (3.999)] [KD 2.212 (2.254)] 2024-10-15 01:33:24,953 - Train: 85.58% [1070550/1251000] [855.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.006] [optim_t 0.228] [lr 0.000180] [CE 3.817 (3.954)] [KD 2.110 (2.222)] 2024-10-15 01:33:37,641 - Train: 85.58% [1070600/1251000] [855.8/1000.0] [batch_t 0.248 (0.254)] [data_t 0.009] [optim_t 0.240] [lr 0.000180] [CE 3.619 (3.957)] [KD 2.085 (2.247)] 2024-10-15 01:33:49,925 - Train: 85.58% [1070650/1251000] [855.8/1000.0] [batch_t 0.249 (0.246)] [data_t 0.008] [optim_t 0.241] [lr 0.000180] [CE 3.172 (3.999)] [KD 1.934 (2.267)] 2024-10-15 01:34:02,176 - Train: 85.59% [1070700/1251000] [855.9/1000.0] [batch_t 0.255 (0.245)] [data_t 0.006] [optim_t 0.248] [lr 0.000180] [CE 4.180 (3.930)] [KD 2.429 (2.202)] 2024-10-15 01:34:14,845 - Train: 85.59% [1070750/1251000] [855.9/1000.0] [batch_t 0.248 (0.253)] [data_t 0.006] [optim_t 0.243] [lr 0.000180] [CE 4.036 (3.978)] [KD 2.337 (2.251)] 2024-10-15 01:34:27,394 - Train: 85.60% [1070800/1251000] [856.0/1000.0] [batch_t 0.232 (0.251)] [data_t 0.008] [optim_t 0.224] [lr 0.000179] [CE 3.966 (4.019)] [KD 2.327 (2.292)] 2024-10-15 01:34:39,243 - Train: 85.60% [1070850/1251000] [856.0/1000.0] [batch_t 0.212 (0.237)] [data_t 0.006] [optim_t 0.206] [lr 0.000179] [CE 3.775 (3.939)] [KD 2.165 (2.212)] 2024-10-15 01:34:49,432 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 40120] [top5_cnt 47534] [top_all 50000] 2024-10-15 01:34:49,433 - net: 80.240 (95.068) 2024-10-15 01:34:58,628 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.167)] [top1_cnt 40683] [top5_cnt 47775] [top_all 50000] 2024-10-15 01:34:58,628 - net_E: 81.366 (95.550) 2024-10-15 01:34:58,851 - Max [top1: 80.354 (epoch: 852)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 01:34:58,852 - ==> Total time: 3 days, 4:56:51 Eta: 12:56:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:35:14,066 - Train: 85.60% [1070900/1251000] [856.0/1000.0] [batch_t 0.247 (0.275)] [data_t 0.007] [optim_t 0.240] [lr 0.000179] [CE 3.713 (4.081)] [KD 1.978 (2.311)] 2024-10-15 01:35:26,479 - Train: 85.61% [1070950/1251000] [856.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000179] [CE 4.136 (4.001)] [KD 2.378 (2.241)] 2024-10-15 01:35:38,954 - Train: 85.61% [1071000/1251000] [856.1/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.000179] [CE 4.324 (3.938)] [KD 2.383 (2.205)] 2024-10-15 01:35:51,240 - Train: 85.62% [1071050/1251000] [856.2/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.000179] [CE 3.945 (3.932)] [KD 2.143 (2.225)] 2024-10-15 01:36:03,484 - Train: 85.62% [1071100/1251000] [856.2/1000.0] [batch_t 0.259 (0.245)] [data_t 0.008] [optim_t 0.252] [lr 0.000179] [CE 3.961 (3.922)] [KD 2.326 (2.204)] 2024-10-15 01:36:15,789 - Train: 85.62% [1071150/1251000] [856.2/1000.0] [batch_t 0.254 (0.246)] [data_t 0.008] [optim_t 0.246] [lr 0.000179] [CE 4.038 (3.947)] [KD 2.231 (2.212)] 2024-10-15 01:36:28,342 - Train: 85.63% [1071200/1251000] [856.3/1000.0] [batch_t 0.229 (0.251)] [data_t 0.008] [optim_t 0.221] [lr 0.000179] [CE 3.694 (4.040)] [KD 2.053 (2.266)] 2024-10-15 01:36:40,516 - Train: 85.63% [1071250/1251000] [856.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.008] [optim_t 0.227] [lr 0.000179] [CE 3.784 (3.962)] [KD 2.153 (2.228)] 2024-10-15 01:36:53,323 - Train: 85.64% [1071300/1251000] [856.4/1000.0] [batch_t 0.221 (0.256)] [data_t 0.010] [optim_t 0.211] [lr 0.000179] [CE 4.016 (3.904)] [KD 2.143 (2.184)] 2024-10-15 01:37:05,415 - Train: 85.64% [1071350/1251000] [856.4/1000.0] [batch_t 0.227 (0.242)] [data_t 0.007] [optim_t 0.220] [lr 0.000179] [CE 3.937 (4.001)] [KD 2.242 (2.258)] 2024-10-15 01:37:17,781 - Train: 85.64% [1071400/1251000] [856.4/1000.0] [batch_t 0.251 (0.247)] [data_t 0.007] [optim_t 0.244] [lr 0.000178] [CE 4.149 (3.972)] [KD 2.229 (2.224)] 2024-10-15 01:37:30,081 - Train: 85.65% [1071450/1251000] [856.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.000178] [CE 4.271 (3.978)] [KD 2.375 (2.242)] 2024-10-15 01:37:42,396 - Train: 85.65% [1071500/1251000] [856.5/1000.0] [batch_t 0.228 (0.246)] [data_t 0.007] [optim_t 0.221] [lr 0.000178] [CE 3.591 (3.969)] [KD 2.241 (2.240)] 2024-10-15 01:37:54,684 - Train: 85.66% [1071550/1251000] [856.6/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.000178] [CE 3.608 (3.902)] [KD 2.092 (2.200)] 2024-10-15 01:38:07,233 - Train: 85.66% [1071600/1251000] [856.6/1000.0] [batch_t 0.249 (0.251)] [data_t 0.009] [optim_t 0.240] [lr 0.000178] [CE 3.596 (3.981)] [KD 2.005 (2.237)] 2024-10-15 01:38:19,731 - Train: 85.66% [1071650/1251000] [856.6/1000.0] [batch_t 0.244 (0.250)] [data_t 0.008] [optim_t 0.235] [lr 0.000178] [CE 3.764 (3.898)] [KD 2.177 (2.214)] 2024-10-15 01:38:32,081 - Train: 85.67% [1071700/1251000] [856.7/1000.0] [batch_t 0.229 (0.247)] [data_t 0.007] [optim_t 0.222] [lr 0.000178] [CE 3.826 (3.910)] [KD 2.166 (2.196)] 2024-10-15 01:38:44,253 - Train: 85.67% [1071750/1251000] [856.7/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.224] [lr 0.000178] [CE 4.015 (3.958)] [KD 2.377 (2.237)] 2024-10-15 01:38:56,178 - Train: 85.68% [1071800/1251000] [856.8/1000.0] [batch_t 0.252 (0.238)] [data_t 0.010] [optim_t 0.242] [lr 0.000178] [CE 3.641 (3.926)] [KD 2.010 (2.205)] 2024-10-15 01:39:08,784 - Train: 85.68% [1071850/1251000] [856.8/1000.0] [batch_t 0.222 (0.252)] [data_t 0.009] [optim_t 0.213] [lr 0.000178] [CE 3.998 (3.947)] [KD 2.375 (2.241)] 2024-10-15 01:39:21,334 - Train: 85.68% [1071900/1251000] [856.8/1000.0] [batch_t 0.245 (0.251)] [data_t 0.007] [optim_t 0.238] [lr 0.000178] [CE 4.040 (4.003)] [KD 2.298 (2.265)] 2024-10-15 01:39:33,735 - Train: 85.69% [1071950/1251000] [856.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.000178] [CE 4.231 (3.981)] [KD 2.465 (2.248)] 2024-10-15 01:39:45,895 - Train: 85.69% [1072000/1251000] [856.9/1000.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000178] [CE 4.014 (3.972)] [KD 2.295 (2.237)] 2024-10-15 01:39:58,080 - Train: 85.70% [1072050/1251000] [857.0/1000.0] [batch_t 0.240 (0.243)] [data_t 0.007] [optim_t 0.233] [lr 0.000177] [CE 4.027 (4.023)] [KD 2.372 (2.267)] 2024-10-15 01:40:10,262 - Train: 85.70% [1072100/1251000] [857.0/1000.0] [batch_t 0.209 (0.243)] [data_t 0.006] [optim_t 0.203] [lr 0.000177] [CE 3.790 (3.940)] [KD 2.004 (2.223)] 2024-10-15 01:40:21,416 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.181)] [top1_cnt 40109] [top5_cnt 47536] [top_all 50000] 2024-10-15 01:40:21,417 - net: 80.218 (95.072) 2024-10-15 01:40:30,651 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.168)] [top1_cnt 40701] [top5_cnt 47778] [top_all 50000] 2024-10-15 01:40:30,652 - net_E: 81.402 (95.556) 2024-10-15 01:40:30,890 - Max [top1: 80.354 (epoch: 852)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 01:40:30,891 - ==> Total time: 3 days, 5:02:23 Eta: 12:51:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:40:44,897 - Train: 85.70% [1072150/1251000] [857.0/1000.0] [batch_t 0.234 (0.250)] [data_t 0.008] [optim_t 0.226] [lr 0.000177] [CE 3.876 (4.055)] [KD 2.064 (2.265)] 2024-10-15 01:40:57,775 - Train: 85.71% [1072200/1251000] [857.1/1000.0] [batch_t 0.240 (0.257)] [data_t 0.009] [optim_t 0.231] [lr 0.000177] [CE 3.840 (3.933)] [KD 2.263 (2.213)] 2024-10-15 01:41:10,777 - Train: 85.71% [1072250/1251000] [857.1/1000.0] [batch_t 0.568 (0.260)] [data_t 0.010] [optim_t 0.558] [lr 0.000177] [CE 3.591 (3.924)] [KD 2.007 (2.194)] 2024-10-15 01:41:22,892 - Train: 85.72% [1072300/1251000] [857.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.226] [lr 0.000177] [CE 4.569 (3.992)] [KD 2.549 (2.244)] 2024-10-15 01:41:35,089 - Train: 85.72% [1072350/1251000] [857.2/1000.0] [batch_t 0.244 (0.244)] [data_t 0.007] [optim_t 0.237] [lr 0.000177] [CE 4.055 (3.997)] [KD 2.284 (2.239)] 2024-10-15 01:41:47,699 - Train: 85.72% [1072400/1251000] [857.2/1000.0] [batch_t 0.242 (0.252)] [data_t 0.010] [optim_t 0.232] [lr 0.000177] [CE 4.110 (3.958)] [KD 2.578 (2.226)] 2024-10-15 01:42:00,081 - Train: 85.73% [1072450/1251000] [857.3/1000.0] [batch_t 0.231 (0.247)] [data_t 0.007] [optim_t 0.224] [lr 0.000177] [CE 4.387 (4.043)] [KD 2.324 (2.263)] 2024-10-15 01:42:12,866 - Train: 85.73% [1072500/1251000] [857.3/1000.0] [batch_t 0.236 (0.256)] [data_t 0.009] [optim_t 0.227] [lr 0.000177] [CE 3.995 (3.970)] [KD 2.228 (2.238)] 2024-10-15 01:42:25,020 - Train: 85.74% [1072550/1251000] [857.4/1000.0] [batch_t 0.227 (0.243)] [data_t 0.007] [optim_t 0.220] [lr 0.000177] [CE 3.542 (3.969)] [KD 2.022 (2.212)] 2024-10-15 01:42:37,784 - Train: 85.74% [1072600/1251000] [857.4/1000.0] [batch_t 0.560 (0.255)] [data_t 0.008] [optim_t 0.552] [lr 0.000177] [CE 3.583 (3.905)] [KD 1.949 (2.194)] 2024-10-15 01:42:50,208 - Train: 85.74% [1072650/1251000] [857.4/1000.0] [batch_t 0.241 (0.248)] [data_t 0.006] [optim_t 0.235] [lr 0.000176] [CE 4.233 (3.928)] [KD 2.308 (2.226)] 2024-10-15 01:43:02,459 - Train: 85.75% [1072700/1251000] [857.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.007] [optim_t 0.233] [lr 0.000176] [CE 3.631 (3.976)] [KD 2.029 (2.224)] 2024-10-15 01:43:15,023 - Train: 85.75% [1072750/1251000] [857.5/1000.0] [batch_t 0.255 (0.251)] [data_t 0.008] [optim_t 0.247] [lr 0.000176] [CE 3.994 (3.917)] [KD 2.308 (2.187)] 2024-10-15 01:43:27,549 - Train: 85.76% [1072800/1251000] [857.6/1000.0] [batch_t 0.247 (0.250)] [data_t 0.006] [optim_t 0.240] [lr 0.000176] [CE 3.822 (3.908)] [KD 1.992 (2.177)] 2024-10-15 01:43:39,855 - Train: 85.76% [1072850/1251000] [857.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.000176] [CE 3.845 (3.897)] [KD 2.178 (2.178)] 2024-10-15 01:43:52,384 - Train: 85.76% [1072900/1251000] [857.6/1000.0] [batch_t 0.241 (0.250)] [data_t 0.007] [optim_t 0.234] [lr 0.000176] [CE 3.774 (3.930)] [KD 2.076 (2.197)] 2024-10-15 01:44:04,896 - Train: 85.77% [1072950/1251000] [857.7/1000.0] [batch_t 0.240 (0.250)] [data_t 0.010] [optim_t 0.230] [lr 0.000176] [CE 3.617 (3.948)] [KD 2.102 (2.233)] 2024-10-15 01:44:17,070 - Train: 85.77% [1073000/1251000] [857.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.010] [optim_t 0.231] [lr 0.000176] [CE 3.627 (3.861)] [KD 1.874 (2.167)] 2024-10-15 01:44:29,913 - Train: 85.78% [1073050/1251000] [857.8/1000.0] [batch_t 0.240 (0.257)] [data_t 0.009] [optim_t 0.231] [lr 0.000176] [CE 3.946 (4.008)] [KD 2.167 (2.269)] 2024-10-15 01:44:42,479 - Train: 85.78% [1073100/1251000] [857.8/1000.0] [batch_t 0.229 (0.251)] [data_t 0.007] [optim_t 0.222] [lr 0.000176] [CE 4.223 (3.922)] [KD 2.386 (2.194)] 2024-10-15 01:44:54,446 - Train: 85.78% [1073150/1251000] [857.8/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.000176] [CE 3.916 (3.932)] [KD 2.148 (2.232)] 2024-10-15 01:45:07,118 - Train: 85.79% [1073200/1251000] [857.9/1000.0] [batch_t 0.243 (0.253)] [data_t 0.008] [optim_t 0.235] [lr 0.000176] [CE 3.498 (4.010)] [KD 1.953 (2.264)] 2024-10-15 01:45:19,437 - Train: 85.79% [1073250/1251000] [857.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.007] [optim_t 0.225] [lr 0.000176] [CE 4.083 (4.039)] [KD 2.483 (2.260)] 2024-10-15 01:45:31,842 - Train: 85.80% [1073300/1251000] [858.0/1000.0] [batch_t 0.249 (0.248)] [data_t 0.007] [optim_t 0.242] [lr 0.000175] [CE 4.580 (4.029)] [KD 2.562 (2.240)] 2024-10-15 01:45:44,189 - Train: 85.80% [1073350/1251000] [858.0/1000.0] [batch_t 0.213 (0.247)] [data_t 0.008] [optim_t 0.206] [lr 0.000175] [CE 4.091 (3.891)] [KD 2.287 (2.172)] 2024-10-15 01:45:55,856 - Test (net): 100.00% [50/50] [batch_t 0.294 (0.188)] [top1_cnt 40137] [top5_cnt 47590] [top_all 50000] 2024-10-15 01:45:55,856 - net: 80.274 (95.180) 2024-10-15 01:46:05,890 - Test (net_E): 100.00% [50/50] [batch_t 0.536 (0.183)] [top1_cnt 40680] [top5_cnt 47771] [top_all 50000] 2024-10-15 01:46:05,890 - net_E: 81.360 (95.542) 2024-10-15 01:46:06,103 - Max [top1: 80.354 (epoch: 852)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 01:46:06,103 - ==> Total time: 3 days, 5:07:58 Eta: 12:45:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:46:20,167 - Train: 85.80% [1073400/1251000] [858.0/1000.0] [batch_t 0.246 (0.258)] [data_t 0.012] [optim_t 0.234] [lr 0.000175] [CE 3.990 (4.025)] [KD 2.130 (2.262)] 2024-10-15 01:46:32,245 - Train: 85.81% [1073450/1251000] [858.1/1000.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.000175] [CE 4.278 (3.930)] [KD 2.388 (2.214)] 2024-10-15 01:46:45,498 - Train: 85.81% [1073500/1251000] [858.1/1000.0] [batch_t 0.251 (0.265)] [data_t 0.007] [optim_t 0.244] [lr 0.000175] [CE 3.990 (3.976)] [KD 2.334 (2.219)] 2024-10-15 01:46:57,594 - Train: 85.82% [1073550/1251000] [858.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000175] [CE 3.069 (3.937)] [KD 1.746 (2.215)] 2024-10-15 01:47:09,764 - Train: 85.82% [1073600/1251000] [858.2/1000.0] [batch_t 0.244 (0.243)] [data_t 0.006] [optim_t 0.237] [lr 0.000175] [CE 4.003 (3.964)] [KD 2.207 (2.207)] 2024-10-15 01:47:22,418 - Train: 85.82% [1073650/1251000] [858.2/1000.0] [batch_t 0.232 (0.253)] [data_t 0.007] [optim_t 0.225] [lr 0.000175] [CE 3.867 (3.916)] [KD 2.145 (2.174)] 2024-10-15 01:47:34,828 - Train: 85.83% [1073700/1251000] [858.3/1000.0] [batch_t 0.223 (0.248)] [data_t 0.009] [optim_t 0.214] [lr 0.000175] [CE 4.295 (3.973)] [KD 2.377 (2.228)] 2024-10-15 01:47:46,841 - Train: 85.83% [1073750/1251000] [858.3/1000.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.000175] [CE 4.336 (3.978)] [KD 2.496 (2.240)] 2024-10-15 01:47:59,497 - Train: 85.84% [1073800/1251000] [858.4/1000.0] [batch_t 0.263 (0.253)] [data_t 0.007] [optim_t 0.257] [lr 0.000175] [CE 3.845 (3.938)] [KD 2.159 (2.221)] 2024-10-15 01:48:11,806 - Train: 85.84% [1073850/1251000] [858.4/1000.0] [batch_t 0.428 (0.246)] [data_t 0.009] [optim_t 0.418] [lr 0.000175] [CE 4.223 (3.932)] [KD 2.335 (2.218)] 2024-10-15 01:48:24,168 - Train: 85.84% [1073900/1251000] [858.4/1000.0] [batch_t 0.237 (0.247)] [data_t 0.008] [optim_t 0.229] [lr 0.000174] [CE 3.832 (3.999)] [KD 2.134 (2.239)] 2024-10-15 01:48:36,367 - Train: 85.85% [1073950/1251000] [858.5/1000.0] [batch_t 0.231 (0.244)] [data_t 0.008] [optim_t 0.223] [lr 0.000174] [CE 4.129 (3.970)] [KD 2.260 (2.236)] 2024-10-15 01:48:48,259 - Train: 85.85% [1074000/1251000] [858.5/1000.0] [batch_t 0.233 (0.238)] [data_t 0.007] [optim_t 0.226] [lr 0.000174] [CE 4.004 (4.011)] [KD 2.224 (2.223)] 2024-10-15 01:49:00,679 - Train: 85.86% [1074050/1251000] [858.6/1000.0] [batch_t 0.241 (0.248)] [data_t 0.010] [optim_t 0.232] [lr 0.000174] [CE 4.341 (3.907)] [KD 2.494 (2.191)] 2024-10-15 01:49:13,730 - Train: 85.86% [1074100/1251000] [858.6/1000.0] [batch_t 0.240 (0.261)] [data_t 0.010] [optim_t 0.231] [lr 0.000174] [CE 4.114 (3.982)] [KD 2.166 (2.198)] 2024-10-15 01:49:25,944 - Train: 85.86% [1074150/1251000] [858.6/1000.0] [batch_t 0.249 (0.244)] [data_t 0.007] [optim_t 0.242] [lr 0.000174] [CE 4.023 (4.056)] [KD 2.157 (2.279)] 2024-10-15 01:49:38,442 - Train: 85.87% [1074200/1251000] [858.7/1000.0] [batch_t 0.257 (0.250)] [data_t 0.006] [optim_t 0.250] [lr 0.000174] [CE 3.793 (3.970)] [KD 2.397 (2.240)] 2024-10-15 01:49:51,007 - Train: 85.87% [1074250/1251000] [858.7/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.227] [lr 0.000174] [CE 3.845 (3.958)] [KD 2.203 (2.219)] 2024-10-15 01:50:03,214 - Train: 85.88% [1074300/1251000] [858.8/1000.0] [batch_t 0.243 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.000174] [CE 4.618 (3.959)] [KD 2.582 (2.228)] 2024-10-15 01:50:15,694 - Train: 85.88% [1074350/1251000] [858.8/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.000174] [CE 4.025 (3.913)] [KD 2.262 (2.202)] 2024-10-15 01:50:28,288 - Train: 85.88% [1074400/1251000] [858.8/1000.0] [batch_t 0.245 (0.252)] [data_t 0.007] [optim_t 0.239] [lr 0.000174] [CE 4.381 (3.966)] [KD 2.541 (2.214)] 2024-10-15 01:50:40,450 - Train: 85.89% [1074450/1251000] [858.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.000174] [CE 3.784 (3.977)] [KD 2.161 (2.256)] 2024-10-15 01:50:52,730 - Train: 85.89% [1074500/1251000] [858.9/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000174] [CE 4.366 (3.931)] [KD 2.463 (2.213)] 2024-10-15 01:51:05,155 - Train: 85.90% [1074550/1251000] [859.0/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.000173] [CE 3.813 (3.948)] [KD 2.044 (2.218)] 2024-10-15 01:51:17,240 - Train: 85.90% [1074600/1251000] [859.0/1000.0] [batch_t 0.215 (0.242)] [data_t 0.007] [optim_t 0.207] [lr 0.000173] [CE 3.881 (4.003)] [KD 2.186 (2.224)] 2024-10-15 01:51:27,760 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.161)] [top1_cnt 40241] [top5_cnt 47539] [top_all 50000] 2024-10-15 01:51:27,761 - net: 80.482 (95.078) 2024-10-15 01:51:36,897 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 40663] [top5_cnt 47777] [top_all 50000] 2024-10-15 01:51:36,898 - net_E: 81.326 (95.554) 2024-10-15 01:51:37,097 - Max [top1: 80.482 (epoch: 859)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 01:51:37,097 - ==> Total time: 3 days, 5:13:29 Eta: 12:40:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:52:02,688 - Train: 85.90% [1074650/1251000] [859.0/1000.0] [batch_t 0.245 (0.262)] [data_t 0.010] [optim_t 0.235] [lr 0.000173] [CE 3.935 (3.957)] [KD 2.310 (2.197)] 2024-10-15 01:52:15,376 - Train: 85.91% [1074700/1251000] [859.1/1000.0] [batch_t 0.227 (0.254)] [data_t 0.009] [optim_t 0.217] [lr 0.000173] [CE 4.385 (3.971)] [KD 2.345 (2.197)] 2024-10-15 01:52:27,587 - Train: 85.91% [1074750/1251000] [859.1/1000.0] [batch_t 0.258 (0.244)] [data_t 0.006] [optim_t 0.252] [lr 0.000173] [CE 3.878 (3.975)] [KD 2.253 (2.238)] 2024-10-15 01:52:39,941 - Train: 85.92% [1074800/1251000] [859.2/1000.0] [batch_t 0.246 (0.247)] [data_t 0.007] [optim_t 0.239] [lr 0.000173] [CE 4.101 (3.919)] [KD 2.582 (2.183)] 2024-10-15 01:52:52,451 - Train: 85.92% [1074850/1251000] [859.2/1000.0] [batch_t 0.227 (0.250)] [data_t 0.009] [optim_t 0.218] [lr 0.000173] [CE 3.703 (3.913)] [KD 1.971 (2.196)] 2024-10-15 01:53:04,862 - Train: 85.92% [1074900/1251000] [859.2/1000.0] [batch_t 0.558 (0.248)] [data_t 0.008] [optim_t 0.550] [lr 0.000173] [CE 3.467 (3.899)] [KD 1.782 (2.190)] 2024-10-15 01:53:17,255 - Train: 85.93% [1074950/1251000] [859.3/1000.0] [batch_t 0.242 (0.248)] [data_t 0.011] [optim_t 0.231] [lr 0.000173] [CE 3.615 (3.901)] [KD 2.083 (2.184)] 2024-10-15 01:53:29,665 - Train: 85.93% [1075000/1251000] [859.3/1000.0] [batch_t 0.230 (0.248)] [data_t 0.006] [optim_t 0.223] [lr 0.000173] [CE 4.376 (3.987)] [KD 2.346 (2.233)] 2024-10-15 01:53:42,112 - Train: 85.94% [1075050/1251000] [859.4/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000173] [CE 3.923 (3.888)] [KD 2.212 (2.155)] 2024-10-15 01:53:54,638 - Train: 85.94% [1075100/1251000] [859.4/1000.0] [batch_t 0.248 (0.250)] [data_t 0.008] [optim_t 0.241] [lr 0.000173] [CE 4.291 (3.926)] [KD 2.466 (2.212)] 2024-10-15 01:54:07,352 - Train: 85.94% [1075150/1251000] [859.4/1000.0] [batch_t 0.233 (0.254)] [data_t 0.007] [optim_t 0.227] [lr 0.000172] [CE 3.695 (3.860)] [KD 1.892 (2.182)] 2024-10-15 01:54:20,244 - Train: 85.95% [1075200/1251000] [859.5/1000.0] [batch_t 0.565 (0.258)] [data_t 0.006] [optim_t 0.559] [lr 0.000172] [CE 4.106 (4.025)] [KD 2.222 (2.245)] 2024-10-15 01:54:32,642 - Train: 85.95% [1075250/1251000] [859.5/1000.0] [batch_t 0.247 (0.248)] [data_t 0.007] [optim_t 0.240] [lr 0.000172] [CE 4.234 (3.994)] [KD 2.334 (2.250)] 2024-10-15 01:54:44,794 - Train: 85.96% [1075300/1251000] [859.6/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.000172] [CE 3.892 (3.893)] [KD 2.124 (2.184)] 2024-10-15 01:54:57,711 - Train: 85.96% [1075350/1251000] [859.6/1000.0] [batch_t 0.254 (0.258)] [data_t 0.007] [optim_t 0.247] [lr 0.000172] [CE 4.371 (4.018)] [KD 2.487 (2.248)] 2024-10-15 01:55:10,310 - Train: 85.96% [1075400/1251000] [859.6/1000.0] [batch_t 0.225 (0.252)] [data_t 0.008] [optim_t 0.218] [lr 0.000172] [CE 3.677 (3.926)] [KD 2.028 (2.212)] 2024-10-15 01:55:22,577 - Train: 85.97% [1075450/1251000] [859.7/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000172] [CE 3.772 (3.883)] [KD 2.232 (2.183)] 2024-10-15 01:55:35,002 - Train: 85.97% [1075500/1251000] [859.7/1000.0] [batch_t 0.244 (0.248)] [data_t 0.010] [optim_t 0.234] [lr 0.000172] [CE 3.681 (4.009)] [KD 2.097 (2.231)] 2024-10-15 01:55:47,590 - Train: 85.98% [1075550/1251000] [859.8/1000.0] [batch_t 0.235 (0.252)] [data_t 0.008] [optim_t 0.227] [lr 0.000172] [CE 4.158 (3.951)] [KD 2.397 (2.228)] 2024-10-15 01:55:59,540 - Train: 85.98% [1075600/1251000] [859.8/1000.0] [batch_t 0.236 (0.239)] [data_t 0.008] [optim_t 0.228] [lr 0.000172] [CE 4.273 (3.981)] [KD 2.214 (2.218)] 2024-10-15 01:56:12,395 - Train: 85.98% [1075650/1251000] [859.8/1000.0] [batch_t 0.240 (0.257)] [data_t 0.011] [optim_t 0.230] [lr 0.000172] [CE 3.983 (3.988)] [KD 2.155 (2.238)] 2024-10-15 01:56:24,728 - Train: 85.99% [1075700/1251000] [859.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.000172] [CE 4.363 (3.923)] [KD 2.366 (2.210)] 2024-10-15 01:56:37,506 - Train: 85.99% [1075750/1251000] [859.9/1000.0] [batch_t 0.245 (0.255)] [data_t 0.008] [optim_t 0.236] [lr 0.000172] [CE 4.099 (3.974)] [KD 2.267 (2.218)] 2024-10-15 01:56:50,043 - Train: 86.00% [1075800/1251000] [860.0/1000.0] [batch_t 0.247 (0.251)] [data_t 0.010] [optim_t 0.237] [lr 0.000171] [CE 3.562 (4.037)] [KD 2.059 (2.248)] 2024-10-15 01:57:02,094 - Train: 86.00% [1075850/1251000] [860.0/1000.0] [batch_t 0.221 (0.241)] [data_t 0.005] [optim_t 0.216] [lr 0.000171] [CE 3.739 (3.938)] [KD 2.121 (2.218)] 2024-10-15 01:57:14,309 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.184)] [top1_cnt 40119] [top5_cnt 47547] [top_all 50000] 2024-10-15 01:57:14,309 - net: 80.238 (95.094) 2024-10-15 01:57:23,530 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 40679] [top5_cnt 47767] [top_all 50000] 2024-10-15 01:57:23,531 - net_E: 81.358 (95.534) 2024-10-15 01:57:23,756 - Max [top1: 80.482 (epoch: 859)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 01:57:23,776 - ==> Total time: 3 days, 5:19:16 Eta: 12:35:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 01:57:37,603 - Train: 86.00% [1075900/1251000] [860.0/1000.0] [batch_t 0.243 (0.264)] [data_t 0.010] [optim_t 0.233] [lr 0.000171] [CE 3.997 (4.011)] [KD 2.385 (2.221)] 2024-10-15 01:57:50,027 - Train: 86.01% [1075950/1251000] [860.1/1000.0] [batch_t 0.245 (0.248)] [data_t 0.008] [optim_t 0.237] [lr 0.000171] [CE 3.868 (3.916)] [KD 2.117 (2.173)] 2024-10-15 01:58:02,664 - Train: 86.01% [1076000/1251000] [860.1/1000.0] [batch_t 0.229 (0.253)] [data_t 0.010] [optim_t 0.219] [lr 0.000171] [CE 3.870 (3.929)] [KD 2.099 (2.190)] 2024-10-15 01:58:15,094 - Train: 86.02% [1076050/1251000] [860.2/1000.0] [batch_t 0.233 (0.248)] [data_t 0.007] [optim_t 0.225] [lr 0.000171] [CE 3.390 (3.911)] [KD 2.000 (2.180)] 2024-10-15 01:58:27,229 - Train: 86.02% [1076100/1251000] [860.2/1000.0] [batch_t 0.241 (0.243)] [data_t 0.008] [optim_t 0.232] [lr 0.000171] [CE 3.810 (3.994)] [KD 1.977 (2.230)] 2024-10-15 01:58:39,323 - Train: 86.02% [1076150/1251000] [860.2/1000.0] [batch_t 0.227 (0.242)] [data_t 0.007] [optim_t 0.221] [lr 0.000171] [CE 3.692 (3.914)] [KD 2.071 (2.187)] 2024-10-15 01:58:52,093 - Train: 86.03% [1076200/1251000] [860.3/1000.0] [batch_t 0.238 (0.255)] [data_t 0.010] [optim_t 0.228] [lr 0.000171] [CE 3.746 (3.991)] [KD 2.085 (2.209)] 2024-10-15 01:59:04,176 - Train: 86.03% [1076250/1251000] [860.3/1000.0] [batch_t 0.453 (0.241)] [data_t 0.010] [optim_t 0.444] [lr 0.000171] [CE 4.060 (3.894)] [KD 2.229 (2.146)] 2024-10-15 01:59:16,268 - Train: 86.04% [1076300/1251000] [860.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.000171] [CE 4.061 (3.892)] [KD 2.123 (2.173)] 2024-10-15 01:59:28,727 - Train: 86.04% [1076350/1251000] [860.4/1000.0] [batch_t 0.226 (0.249)] [data_t 0.009] [optim_t 0.217] [lr 0.000171] [CE 4.036 (3.993)] [KD 2.294 (2.239)] 2024-10-15 01:59:41,650 - Train: 86.04% [1076400/1251000] [860.4/1000.0] [batch_t 0.262 (0.258)] [data_t 0.007] [optim_t 0.255] [lr 0.000170] [CE 3.579 (3.898)] [KD 1.865 (2.142)] 2024-10-15 01:59:53,475 - Train: 86.05% [1076450/1251000] [860.5/1000.0] [batch_t 0.236 (0.236)] [data_t 0.010] [optim_t 0.226] [lr 0.000170] [CE 3.583 (3.954)] [KD 1.979 (2.197)] 2024-10-15 02:00:05,564 - Train: 86.05% [1076500/1251000] [860.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.000170] [CE 4.086 (3.932)] [KD 2.075 (2.213)] 2024-10-15 02:00:17,862 - Train: 86.06% [1076550/1251000] [860.6/1000.0] [batch_t 0.236 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.000170] [CE 3.749 (3.982)] [KD 2.154 (2.226)] 2024-10-15 02:00:30,530 - Train: 86.06% [1076600/1251000] [860.6/1000.0] [batch_t 0.248 (0.253)] [data_t 0.009] [optim_t 0.238] [lr 0.000170] [CE 3.681 (3.998)] [KD 2.052 (2.232)] 2024-10-15 02:00:42,665 - Train: 86.06% [1076650/1251000] [860.6/1000.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.246] [lr 0.000170] [CE 4.233 (3.917)] [KD 2.404 (2.182)] 2024-10-15 02:00:55,251 - Train: 86.07% [1076700/1251000] [860.7/1000.0] [batch_t 0.239 (0.252)] [data_t 0.008] [optim_t 0.231] [lr 0.000170] [CE 4.499 (3.972)] [KD 2.325 (2.205)] 2024-10-15 02:01:07,357 - Train: 86.07% [1076750/1251000] [860.7/1000.0] [batch_t 0.215 (0.242)] [data_t 0.007] [optim_t 0.209] [lr 0.000170] [CE 4.076 (3.889)] [KD 2.274 (2.168)] 2024-10-15 02:01:20,005 - Train: 86.08% [1076800/1251000] [860.8/1000.0] [batch_t 0.229 (0.253)] [data_t 0.009] [optim_t 0.220] [lr 0.000170] [CE 4.106 (3.900)] [KD 2.227 (2.177)] 2024-10-15 02:01:31,932 - Train: 86.08% [1076850/1251000] [860.8/1000.0] [batch_t 0.235 (0.238)] [data_t 0.010] [optim_t 0.225] [lr 0.000170] [CE 3.475 (4.018)] [KD 1.960 (2.261)] 2024-10-15 02:01:44,048 - Train: 86.08% [1076900/1251000] [860.8/1000.0] [batch_t 0.247 (0.242)] [data_t 0.010] [optim_t 0.237] [lr 0.000170] [CE 3.420 (3.981)] [KD 1.885 (2.225)] 2024-10-15 02:01:56,444 - Train: 86.09% [1076950/1251000] [860.9/1000.0] [batch_t 0.242 (0.248)] [data_t 0.007] [optim_t 0.235] [lr 0.000170] [CE 3.817 (3.980)] [KD 1.990 (2.213)] 2024-10-15 02:02:09,503 - Train: 86.09% [1077000/1251000] [860.9/1000.0] [batch_t 0.252 (0.261)] [data_t 0.009] [optim_t 0.243] [lr 0.000170] [CE 3.933 (3.974)] [KD 2.237 (2.224)] 2024-10-15 02:02:21,460 - Train: 86.10% [1077050/1251000] [861.0/1000.0] [batch_t 0.244 (0.239)] [data_t 0.007] [optim_t 0.237] [lr 0.000169] [CE 3.504 (4.016)] [KD 1.936 (2.241)] 2024-10-15 02:02:33,793 - Train: 86.10% [1077100/1251000] [861.0/1000.0] [batch_t 0.215 (0.246)] [data_t 0.006] [optim_t 0.209] [lr 0.000169] [CE 3.772 (3.941)] [KD 2.079 (2.215)] 2024-10-15 02:02:46,016 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.183)] [top1_cnt 40148] [top5_cnt 47626] [top_all 50000] 2024-10-15 02:02:46,017 - net: 80.296 (95.252) 2024-10-15 02:02:55,829 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.180)] [top1_cnt 40703] [top5_cnt 47764] [top_all 50000] 2024-10-15 02:02:55,830 - net_E: 81.406 (95.528) 2024-10-15 02:02:56,056 - Max [top1: 80.482 (epoch: 859)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 02:02:56,057 - ==> Total time: 3 days, 5:24:48 Eta: 12:29:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:03:09,840 - Train: 86.10% [1077150/1251000] [861.0/1000.0] [batch_t 0.242 (0.274)] [data_t 0.009] [optim_t 0.232] [lr 0.000169] [CE 4.059 (3.906)] [KD 2.422 (2.189)] 2024-10-15 02:03:22,600 - Train: 86.11% [1077200/1251000] [861.1/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.232] [lr 0.000169] [CE 4.190 (3.912)] [KD 2.089 (2.173)] 2024-10-15 02:03:34,781 - Train: 86.11% [1077250/1251000] [861.1/1000.0] [batch_t 0.250 (0.243)] [data_t 0.010] [optim_t 0.240] [lr 0.000169] [CE 4.562 (3.919)] [KD 2.492 (2.171)] 2024-10-15 02:03:46,824 - Train: 86.12% [1077300/1251000] [861.2/1000.0] [batch_t 0.250 (0.241)] [data_t 0.010] [optim_t 0.240] [lr 0.000169] [CE 4.095 (3.905)] [KD 2.245 (2.207)] 2024-10-15 02:03:59,225 - Train: 86.12% [1077350/1251000] [861.2/1000.0] [batch_t 0.249 (0.248)] [data_t 0.007] [optim_t 0.243] [lr 0.000169] [CE 4.071 (4.006)] [KD 2.238 (2.235)] 2024-10-15 02:04:11,270 - Train: 86.12% [1077400/1251000] [861.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.008] [optim_t 0.230] [lr 0.000169] [CE 3.551 (3.871)] [KD 2.124 (2.174)] 2024-10-15 02:04:23,967 - Train: 86.13% [1077450/1251000] [861.3/1000.0] [batch_t 0.530 (0.254)] [data_t 0.009] [optim_t 0.521] [lr 0.000169] [CE 3.703 (3.941)] [KD 2.015 (2.190)] 2024-10-15 02:04:36,635 - Train: 86.13% [1077500/1251000] [861.3/1000.0] [batch_t 0.244 (0.253)] [data_t 0.007] [optim_t 0.236] [lr 0.000169] [CE 4.181 (3.979)] [KD 2.274 (2.218)] 2024-10-15 02:04:48,787 - Train: 86.14% [1077550/1251000] [861.4/1000.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000169] [CE 4.035 (4.039)] [KD 2.095 (2.251)] 2024-10-15 02:05:00,490 - Train: 86.14% [1077600/1251000] [861.4/1000.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.000169] [CE 4.007 (3.959)] [KD 2.164 (2.215)] 2024-10-15 02:05:13,439 - Train: 86.14% [1077650/1251000] [861.4/1000.0] [batch_t 0.245 (0.259)] [data_t 0.006] [optim_t 0.239] [lr 0.000169] [CE 3.720 (3.896)] [KD 2.064 (2.176)] 2024-10-15 02:05:25,491 - Train: 86.15% [1077700/1251000] [861.5/1000.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.000168] [CE 4.234 (3.998)] [KD 2.385 (2.230)] 2024-10-15 02:05:37,452 - Train: 86.15% [1077750/1251000] [861.5/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.000168] [CE 4.153 (3.912)] [KD 2.308 (2.183)] 2024-10-15 02:05:50,320 - Train: 86.16% [1077800/1251000] [861.6/1000.0] [batch_t 0.252 (0.257)] [data_t 0.006] [optim_t 0.246] [lr 0.000168] [CE 3.952 (3.908)] [KD 2.341 (2.189)] 2024-10-15 02:06:02,483 - Train: 86.16% [1077850/1251000] [861.6/1000.0] [batch_t 0.245 (0.243)] [data_t 0.007] [optim_t 0.238] [lr 0.000168] [CE 3.616 (3.950)] [KD 2.142 (2.207)] 2024-10-15 02:06:14,588 - Train: 86.16% [1077900/1251000] [861.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.006] [optim_t 0.229] [lr 0.000168] [CE 3.726 (3.968)] [KD 2.063 (2.237)] 2024-10-15 02:06:27,265 - Train: 86.17% [1077950/1251000] [861.7/1000.0] [batch_t 0.250 (0.253)] [data_t 0.010] [optim_t 0.241] [lr 0.000168] [CE 4.228 (3.969)] [KD 2.358 (2.230)] 2024-10-15 02:06:39,282 - Train: 86.17% [1078000/1251000] [861.7/1000.0] [batch_t 0.229 (0.240)] [data_t 0.008] [optim_t 0.221] [lr 0.000168] [CE 3.720 (3.967)] [KD 2.061 (2.198)] 2024-10-15 02:06:51,332 - Train: 86.18% [1078050/1251000] [861.8/1000.0] [batch_t 0.229 (0.241)] [data_t 0.010] [optim_t 0.218] [lr 0.000168] [CE 4.419 (3.901)] [KD 2.423 (2.191)] 2024-10-15 02:07:04,304 - Train: 86.18% [1078100/1251000] [861.8/1000.0] [batch_t 0.229 (0.259)] [data_t 0.007] [optim_t 0.222] [lr 0.000168] [CE 3.803 (3.967)] [KD 2.096 (2.240)] 2024-10-15 02:07:16,036 - Train: 86.18% [1078150/1251000] [861.8/1000.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000168] [CE 3.809 (3.928)] [KD 2.089 (2.194)] 2024-10-15 02:07:28,025 - Train: 86.19% [1078200/1251000] [861.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.000168] [CE 4.350 (3.875)] [KD 2.513 (2.168)] 2024-10-15 02:07:40,508 - Train: 86.19% [1078250/1251000] [861.9/1000.0] [batch_t 0.221 (0.249)] [data_t 0.009] [optim_t 0.211] [lr 0.000168] [CE 4.100 (3.967)] [KD 2.356 (2.216)] 2024-10-15 02:07:52,709 - Train: 86.20% [1078300/1251000] [862.0/1000.0] [batch_t 0.234 (0.244)] [data_t 0.010] [optim_t 0.224] [lr 0.000167] [CE 3.790 (3.916)] [KD 2.031 (2.179)] 2024-10-15 02:08:04,728 - Train: 86.20% [1078350/1251000] [862.0/1000.0] [batch_t 0.216 (0.240)] [data_t 0.008] [optim_t 0.208] [lr 0.000167] [CE 4.017 (3.980)] [KD 2.239 (2.215)] 2024-10-15 02:08:16,982 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.182)] [top1_cnt 40259] [top5_cnt 47623] [top_all 50000] 2024-10-15 02:08:16,982 - net: 80.518 (95.246) 2024-10-15 02:08:27,497 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.195)] [top1_cnt 40698] [top5_cnt 47784] [top_all 50000] 2024-10-15 02:08:27,497 - net_E: 81.396 (95.568) 2024-10-15 02:08:27,686 - Max [top1: 80.518 (epoch: 862)] [top1-ema: 81.408 (epoch: 852)] 2024-10-15 02:08:27,687 - ==> Total time: 3 days, 5:30:20 Eta: 12:24:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:08:50,496 - Train: 86.20% [1078400/1251000] [862.0/1000.0] [batch_t 0.233 (0.262)] [data_t 0.008] [optim_t 0.225] [lr 0.000167] [CE 4.258 (3.903)] [KD 2.499 (2.185)] 2024-10-15 02:09:03,142 - Train: 86.21% [1078450/1251000] [862.1/1000.0] [batch_t 0.226 (0.253)] [data_t 0.009] [optim_t 0.217] [lr 0.000167] [CE 4.007 (3.975)] [KD 2.154 (2.204)] 2024-10-15 02:09:15,483 - Train: 86.21% [1078500/1251000] [862.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000167] [CE 3.375 (3.920)] [KD 2.019 (2.221)] 2024-10-15 02:09:28,087 - Train: 86.22% [1078550/1251000] [862.2/1000.0] [batch_t 0.225 (0.252)] [data_t 0.008] [optim_t 0.217] [lr 0.000167] [CE 3.983 (3.967)] [KD 2.224 (2.208)] 2024-10-15 02:09:40,339 - Train: 86.22% [1078600/1251000] [862.2/1000.0] [batch_t 0.231 (0.245)] [data_t 0.010] [optim_t 0.221] [lr 0.000167] [CE 4.154 (3.880)] [KD 2.253 (2.157)] 2024-10-15 02:09:52,637 - Train: 86.22% [1078650/1251000] [862.2/1000.0] [batch_t 0.233 (0.246)] [data_t 0.011] [optim_t 0.223] [lr 0.000167] [CE 4.282 (4.064)] [KD 2.488 (2.253)] 2024-10-15 02:10:05,086 - Train: 86.23% [1078700/1251000] [862.3/1000.0] [batch_t 0.229 (0.249)] [data_t 0.009] [optim_t 0.220] [lr 0.000167] [CE 4.035 (3.952)] [KD 2.136 (2.204)] 2024-10-15 02:10:17,503 - Train: 86.23% [1078750/1251000] [862.3/1000.0] [batch_t 0.241 (0.248)] [data_t 0.010] [optim_t 0.231] [lr 0.000167] [CE 3.856 (3.931)] [KD 2.228 (2.192)] 2024-10-15 02:10:29,738 - Train: 86.24% [1078800/1251000] [862.4/1000.0] [batch_t 0.221 (0.245)] [data_t 0.008] [optim_t 0.213] [lr 0.000167] [CE 3.532 (3.940)] [KD 1.879 (2.173)] 2024-10-15 02:10:41,952 - Train: 86.24% [1078850/1251000] [862.4/1000.0] [batch_t 0.247 (0.244)] [data_t 0.010] [optim_t 0.237] [lr 0.000167] [CE 3.534 (3.922)] [KD 1.922 (2.191)] 2024-10-15 02:10:53,934 - Train: 86.24% [1078900/1251000] [862.4/1000.0] [batch_t 0.233 (0.239)] [data_t 0.007] [optim_t 0.226] [lr 0.000167] [CE 3.632 (3.942)] [KD 2.071 (2.202)] 2024-10-15 02:11:05,786 - Train: 86.25% [1078950/1251000] [862.5/1000.0] [batch_t 0.226 (0.237)] [data_t 0.010] [optim_t 0.216] [lr 0.000166] [CE 3.680 (3.952)] [KD 2.051 (2.160)] 2024-10-15 02:11:18,239 - Train: 86.25% [1079000/1251000] [862.5/1000.0] [batch_t 0.444 (0.249)] [data_t 0.010] [optim_t 0.434] [lr 0.000166] [CE 3.191 (4.058)] [KD 1.926 (2.279)] 2024-10-15 02:11:30,369 - Train: 86.25% [1079050/1251000] [862.5/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.227] [lr 0.000166] [CE 3.714 (3.982)] [KD 1.992 (2.213)] 2024-10-15 02:11:42,484 - Train: 86.26% [1079100/1251000] [862.6/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000166] [CE 4.068 (3.948)] [KD 2.208 (2.178)] 2024-10-15 02:11:54,583 - Train: 86.26% [1079150/1251000] [862.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000166] [CE 3.836 (3.957)] [KD 2.154 (2.174)] 2024-10-15 02:12:06,541 - Train: 86.27% [1079200/1251000] [862.7/1000.0] [batch_t 0.244 (0.239)] [data_t 0.008] [optim_t 0.237] [lr 0.000166] [CE 3.883 (4.005)] [KD 2.181 (2.217)] 2024-10-15 02:12:18,764 - Train: 86.27% [1079250/1251000] [862.7/1000.0] [batch_t 0.249 (0.244)] [data_t 0.009] [optim_t 0.240] [lr 0.000166] [CE 4.179 (3.930)] [KD 2.235 (2.197)] 2024-10-15 02:12:31,266 - Train: 86.27% [1079300/1251000] [862.7/1000.0] [batch_t 0.255 (0.250)] [data_t 0.010] [optim_t 0.245] [lr 0.000166] [CE 4.175 (3.942)] [KD 2.221 (2.202)] 2024-10-15 02:12:43,779 - Train: 86.28% [1079350/1251000] [862.8/1000.0] [batch_t 0.241 (0.250)] [data_t 0.010] [optim_t 0.231] [lr 0.000166] [CE 3.320 (3.953)] [KD 1.960 (2.217)] 2024-10-15 02:12:55,824 - Train: 86.28% [1079400/1251000] [862.8/1000.0] [batch_t 0.242 (0.241)] [data_t 0.008] [optim_t 0.234] [lr 0.000166] [CE 4.190 (3.923)] [KD 2.288 (2.190)] 2024-10-15 02:13:08,631 - Train: 86.29% [1079450/1251000] [862.9/1000.0] [batch_t 0.243 (0.256)] [data_t 0.008] [optim_t 0.235] [lr 0.000166] [CE 4.393 (3.999)] [KD 2.404 (2.232)] 2024-10-15 02:13:21,301 - Train: 86.29% [1079500/1251000] [862.9/1000.0] [batch_t 0.226 (0.253)] [data_t 0.007] [optim_t 0.219] [lr 0.000166] [CE 3.960 (4.026)] [KD 2.207 (2.239)] 2024-10-15 02:13:34,018 - Train: 86.29% [1079550/1251000] [862.9/1000.0] [batch_t 0.253 (0.254)] [data_t 0.009] [optim_t 0.244] [lr 0.000166] [CE 3.989 (3.987)] [KD 2.219 (2.206)] 2024-10-15 02:13:46,890 - Train: 86.30% [1079600/1251000] [863.0/1000.0] [batch_t 0.221 (0.257)] [data_t 0.007] [optim_t 0.213] [lr 0.000165] [CE 3.870 (3.988)] [KD 2.158 (2.236)] 2024-10-15 02:13:59,057 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.169)] [top1_cnt 40210] [top5_cnt 47596] [top_all 50000] 2024-10-15 02:13:59,058 - net: 80.420 (95.192) 2024-10-15 02:14:08,911 - Test (net_E): 100.00% [50/50] [batch_t 0.299 (0.181)] [top1_cnt 40714] [top5_cnt 47781] [top_all 50000] 2024-10-15 02:14:08,912 - net_E: 81.428 (95.562) 2024-10-15 02:14:09,104 - Max [top1: 80.518 (epoch: 862)] [top1-ema: 81.428 (epoch: 863)] 2024-10-15 02:14:09,105 - ==> Total time: 3 days, 5:36:01 Eta: 12:19:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:14:31,879 - Train: 86.30% [1079650/1251000] [863.0/1000.0] [batch_t 0.242 (0.255)] [data_t 0.010] [optim_t 0.232] [lr 0.000165] [CE 3.874 (3.833)] [KD 2.032 (2.117)] 2024-10-15 02:14:44,420 - Train: 86.31% [1079700/1251000] [863.1/1000.0] [batch_t 0.248 (0.251)] [data_t 0.007] [optim_t 0.241] [lr 0.000165] [CE 3.188 (4.012)] [KD 1.943 (2.224)] 2024-10-15 02:14:56,390 - Train: 86.31% [1079750/1251000] [863.1/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.234] [lr 0.000165] [CE 4.043 (3.978)] [KD 2.270 (2.199)] 2024-10-15 02:15:08,364 - Train: 86.31% [1079800/1251000] [863.1/1000.0] [batch_t 0.229 (0.239)] [data_t 0.007] [optim_t 0.222] [lr 0.000165] [CE 3.791 (3.916)] [KD 2.106 (2.167)] 2024-10-15 02:15:20,988 - Train: 86.32% [1079850/1251000] [863.2/1000.0] [batch_t 0.457 (0.252)] [data_t 0.008] [optim_t 0.449] [lr 0.000165] [CE 3.977 (3.996)] [KD 2.106 (2.238)] 2024-10-15 02:15:33,586 - Train: 86.32% [1079900/1251000] [863.2/1000.0] [batch_t 0.240 (0.252)] [data_t 0.007] [optim_t 0.234] [lr 0.000165] [CE 4.021 (3.887)] [KD 2.060 (2.130)] 2024-10-15 02:15:45,608 - Train: 86.33% [1079950/1251000] [863.3/1000.0] [batch_t 0.248 (0.240)] [data_t 0.008] [optim_t 0.240] [lr 0.000165] [CE 3.918 (3.877)] [KD 2.139 (2.165)] 2024-10-15 02:15:58,158 - Train: 86.33% [1080000/1251000] [863.3/1000.0] [batch_t 0.252 (0.251)] [data_t 0.010] [optim_t 0.242] [lr 0.000165] [CE 3.795 (3.923)] [KD 2.263 (2.179)] 2024-10-15 02:16:10,307 - Train: 86.33% [1080050/1251000] [863.3/1000.0] [batch_t 0.247 (0.243)] [data_t 0.008] [optim_t 0.240] [lr 0.000165] [CE 4.147 (4.033)] [KD 2.363 (2.253)] 2024-10-15 02:16:22,686 - Train: 86.34% [1080100/1251000] [863.4/1000.0] [batch_t 0.234 (0.247)] [data_t 0.011] [optim_t 0.223] [lr 0.000165] [CE 3.844 (3.893)] [KD 2.113 (2.168)] 2024-10-15 02:16:35,125 - Train: 86.34% [1080150/1251000] [863.4/1000.0] [batch_t 0.235 (0.249)] [data_t 0.008] [optim_t 0.226] [lr 0.000165] [CE 4.384 (3.945)] [KD 2.423 (2.187)] 2024-10-15 02:16:47,755 - Train: 86.35% [1080200/1251000] [863.5/1000.0] [batch_t 0.232 (0.252)] [data_t 0.009] [optim_t 0.223] [lr 0.000165] [CE 4.342 (3.989)] [KD 2.288 (2.207)] 2024-10-15 02:16:59,667 - Train: 86.35% [1080250/1251000] [863.5/1000.0] [batch_t 0.244 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.000164] [CE 4.626 (3.983)] [KD 2.514 (2.218)] 2024-10-15 02:17:12,048 - Train: 86.35% [1080300/1251000] [863.5/1000.0] [batch_t 0.230 (0.247)] [data_t 0.007] [optim_t 0.223] [lr 0.000164] [CE 4.237 (3.965)] [KD 2.321 (2.206)] 2024-10-15 02:17:23,906 - Train: 86.36% [1080350/1251000] [863.6/1000.0] [batch_t 0.250 (0.237)] [data_t 0.008] [optim_t 0.242] [lr 0.000164] [CE 3.737 (3.960)] [KD 2.152 (2.188)] 2024-10-15 02:17:36,299 - Train: 86.36% [1080400/1251000] [863.6/1000.0] [batch_t 0.241 (0.248)] [data_t 0.007] [optim_t 0.234] [lr 0.000164] [CE 4.204 (3.904)] [KD 2.408 (2.174)] 2024-10-15 02:17:49,099 - Train: 86.37% [1080450/1251000] [863.7/1000.0] [batch_t 0.424 (0.256)] [data_t 0.007] [optim_t 0.417] [lr 0.000164] [CE 3.788 (3.938)] [KD 2.009 (2.195)] 2024-10-15 02:18:01,539 - Train: 86.37% [1080500/1251000] [863.7/1000.0] [batch_t 0.219 (0.249)] [data_t 0.009] [optim_t 0.210] [lr 0.000164] [CE 3.967 (3.982)] [KD 2.041 (2.221)] 2024-10-15 02:18:13,673 - Train: 86.37% [1080550/1251000] [863.7/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.223] [lr 0.000164] [CE 3.903 (3.960)] [KD 2.142 (2.198)] 2024-10-15 02:18:26,737 - Train: 86.38% [1080600/1251000] [863.8/1000.0] [batch_t 0.237 (0.261)] [data_t 0.007] [optim_t 0.230] [lr 0.000164] [CE 3.686 (3.914)] [KD 1.976 (2.160)] 2024-10-15 02:18:39,071 - Train: 86.38% [1080650/1251000] [863.8/1000.0] [batch_t 0.247 (0.246)] [data_t 0.007] [optim_t 0.240] [lr 0.000164] [CE 3.947 (3.944)] [KD 2.137 (2.180)] 2024-10-15 02:18:51,376 - Train: 86.39% [1080700/1251000] [863.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.006] [optim_t 0.229] [lr 0.000164] [CE 4.339 (3.913)] [KD 2.552 (2.188)] 2024-10-15 02:19:03,420 - Train: 86.39% [1080750/1251000] [863.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.000164] [CE 3.376 (3.952)] [KD 1.989 (2.203)] 2024-10-15 02:19:16,238 - Train: 86.39% [1080800/1251000] [863.9/1000.0] [batch_t 0.255 (0.256)] [data_t 0.008] [optim_t 0.247] [lr 0.000164] [CE 4.063 (3.907)] [KD 2.208 (2.164)] 2024-10-15 02:19:28,079 - Train: 86.40% [1080850/1251000] [864.0/1000.0] [batch_t 0.212 (0.237)] [data_t 0.006] [optim_t 0.206] [lr 0.000164] [CE 3.984 (3.899)] [KD 2.421 (2.191)] 2024-10-15 02:19:40,139 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.168)] [top1_cnt 40254] [top5_cnt 47612] [top_all 50000] 2024-10-15 02:19:40,140 - net: 80.508 (95.224) 2024-10-15 02:19:49,789 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.176)] [top1_cnt 40728] [top5_cnt 47787] [top_all 50000] 2024-10-15 02:19:49,790 - net_E: 81.456 (95.574) 2024-10-15 02:19:50,000 - Max [top1: 80.518 (epoch: 862)] [top1-ema: 81.456 (epoch: 864)] 2024-10-15 02:19:50,001 - ==> Total time: 3 days, 5:41:42 Eta: 12:13:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:20:11,714 - Train: 86.40% [1080900/1251000] [864.0/1000.0] [batch_t 0.237 (0.263)] [data_t 0.009] [optim_t 0.228] [lr 0.000163] [CE 3.634 (3.918)] [KD 2.061 (2.173)] 2024-10-15 02:20:24,604 - Train: 86.41% [1080950/1251000] [864.1/1000.0] [batch_t 0.229 (0.258)] [data_t 0.009] [optim_t 0.220] [lr 0.000163] [CE 4.019 (3.918)] [KD 2.309 (2.189)] 2024-10-15 02:20:37,133 - Train: 86.41% [1081000/1251000] [864.1/1000.0] [batch_t 0.222 (0.250)] [data_t 0.006] [optim_t 0.216] [lr 0.000163] [CE 4.054 (3.859)] [KD 2.098 (2.122)] 2024-10-15 02:20:49,055 - Train: 86.41% [1081050/1251000] [864.1/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.000163] [CE 3.752 (3.957)] [KD 2.095 (2.181)] 2024-10-15 02:21:01,446 - Train: 86.42% [1081100/1251000] [864.2/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.223] [lr 0.000163] [CE 4.247 (3.963)] [KD 2.299 (2.193)] 2024-10-15 02:21:13,357 - Train: 86.42% [1081150/1251000] [864.2/1000.0] [batch_t 0.234 (0.238)] [data_t 0.010] [optim_t 0.224] [lr 0.000163] [CE 3.900 (3.951)] [KD 2.144 (2.179)] 2024-10-15 02:21:25,618 - Train: 86.43% [1081200/1251000] [864.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.006] [optim_t 0.226] [lr 0.000163] [CE 4.101 (3.995)] [KD 2.157 (2.234)] 2024-10-15 02:21:37,919 - Train: 86.43% [1081250/1251000] [864.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.008] [optim_t 0.225] [lr 0.000163] [CE 3.871 (4.015)] [KD 2.221 (2.219)] 2024-10-15 02:21:50,094 - Train: 86.43% [1081300/1251000] [864.3/1000.0] [batch_t 0.245 (0.243)] [data_t 0.010] [optim_t 0.235] [lr 0.000163] [CE 4.453 (4.001)] [KD 2.416 (2.225)] 2024-10-15 02:22:01,927 - Train: 86.44% [1081350/1251000] [864.4/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000163] [CE 3.828 (3.919)] [KD 2.087 (2.171)] 2024-10-15 02:22:14,851 - Train: 86.44% [1081400/1251000] [864.4/1000.0] [batch_t 0.257 (0.258)] [data_t 0.007] [optim_t 0.250] [lr 0.000163] [CE 4.112 (3.966)] [KD 2.390 (2.195)] 2024-10-15 02:22:26,814 - Train: 86.45% [1081450/1251000] [864.5/1000.0] [batch_t 0.224 (0.239)] [data_t 0.007] [optim_t 0.217] [lr 0.000163] [CE 3.799 (3.950)] [KD 2.276 (2.196)] 2024-10-15 02:22:38,835 - Train: 86.45% [1081500/1251000] [864.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.000163] [CE 3.495 (3.912)] [KD 1.915 (2.171)] 2024-10-15 02:22:51,137 - Train: 86.45% [1081550/1251000] [864.5/1000.0] [batch_t 0.241 (0.246)] [data_t 0.007] [optim_t 0.234] [lr 0.000162] [CE 3.661 (3.956)] [KD 1.971 (2.191)] 2024-10-15 02:23:03,865 - Train: 86.46% [1081600/1251000] [864.6/1000.0] [batch_t 0.226 (0.254)] [data_t 0.008] [optim_t 0.217] [lr 0.000162] [CE 4.052 (3.959)] [KD 2.334 (2.187)] 2024-10-15 02:23:16,012 - Train: 86.46% [1081650/1251000] [864.6/1000.0] [batch_t 0.247 (0.243)] [data_t 0.010] [optim_t 0.237] [lr 0.000162] [CE 3.854 (3.882)] [KD 2.086 (2.159)] 2024-10-15 02:23:28,477 - Train: 86.47% [1081700/1251000] [864.7/1000.0] [batch_t 0.226 (0.249)] [data_t 0.007] [optim_t 0.219] [lr 0.000162] [CE 3.920 (3.902)] [KD 2.119 (2.165)] 2024-10-15 02:23:40,423 - Train: 86.47% [1081750/1251000] [864.7/1000.0] [batch_t 0.245 (0.239)] [data_t 0.010] [optim_t 0.235] [lr 0.000162] [CE 4.358 (4.035)] [KD 2.516 (2.240)] 2024-10-15 02:23:52,941 - Train: 86.47% [1081800/1251000] [864.7/1000.0] [batch_t 0.239 (0.250)] [data_t 0.008] [optim_t 0.231] [lr 0.000162] [CE 4.238 (3.956)] [KD 2.416 (2.190)] 2024-10-15 02:24:05,268 - Train: 86.48% [1081850/1251000] [864.8/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000162] [CE 4.097 (3.988)] [KD 2.230 (2.222)] 2024-10-15 02:24:17,727 - Train: 86.48% [1081900/1251000] [864.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.006] [optim_t 0.233] [lr 0.000162] [CE 4.040 (3.973)] [KD 2.280 (2.181)] 2024-10-15 02:24:29,884 - Train: 86.49% [1081950/1251000] [864.9/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.000162] [CE 3.961 (3.964)] [KD 2.146 (2.206)] 2024-10-15 02:24:42,520 - Train: 86.49% [1082000/1251000] [864.9/1000.0] [batch_t 0.232 (0.253)] [data_t 0.009] [optim_t 0.222] [lr 0.000162] [CE 4.285 (3.995)] [KD 2.198 (2.216)] 2024-10-15 02:24:54,856 - Train: 86.49% [1082050/1251000] [864.9/1000.0] [batch_t 0.249 (0.247)] [data_t 0.007] [optim_t 0.242] [lr 0.000162] [CE 4.146 (4.002)] [KD 2.220 (2.214)] 2024-10-15 02:25:07,175 - Train: 86.50% [1082100/1251000] [865.0/1000.0] [batch_t 0.256 (0.246)] [data_t 0.015] [optim_t 0.241] [lr 0.000162] [CE 3.520 (3.910)] [KD 1.867 (2.142)] 2024-10-15 02:25:19,489 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 40164] [top5_cnt 47603] [top_all 50000] 2024-10-15 02:25:19,490 - net: 80.328 (95.206) 2024-10-15 02:25:28,718 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 40744] [top5_cnt 47784] [top_all 50000] 2024-10-15 02:25:28,719 - net_E: 81.488 (95.568) 2024-10-15 02:25:28,927 - Max [top1: 80.518 (epoch: 862)] [top1-ema: 81.488 (epoch: 865)] 2024-10-15 02:25:28,927 - ==> Total time: 3 days, 5:47:21 Eta: 12:08:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:25:50,395 - Train: 86.50% [1082150/1251000] [865.0/1000.0] [batch_t 0.251 (0.268)] [data_t 0.007] [optim_t 0.244] [lr 0.000162] [CE 4.068 (4.023)] [KD 2.276 (2.245)] 2024-10-15 02:26:03,173 - Train: 86.51% [1082200/1251000] [865.1/1000.0] [batch_t 0.234 (0.255)] [data_t 0.008] [optim_t 0.226] [lr 0.000161] [CE 4.091 (3.905)] [KD 2.480 (2.149)] 2024-10-15 02:26:15,869 - Train: 86.51% [1082250/1251000] [865.1/1000.0] [batch_t 0.233 (0.254)] [data_t 0.010] [optim_t 0.224] [lr 0.000161] [CE 3.397 (3.967)] [KD 1.867 (2.183)] 2024-10-15 02:26:28,050 - Train: 86.51% [1082300/1251000] [865.1/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.000161] [CE 3.983 (3.991)] [KD 2.092 (2.205)] 2024-10-15 02:26:40,245 - Train: 86.52% [1082350/1251000] [865.2/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000161] [CE 3.637 (3.989)] [KD 2.135 (2.235)] 2024-10-15 02:26:52,320 - Train: 86.52% [1082400/1251000] [865.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.006] [optim_t 0.231] [lr 0.000161] [CE 4.003 (3.985)] [KD 2.162 (2.211)] 2024-10-15 02:27:04,729 - Train: 86.53% [1082450/1251000] [865.3/1000.0] [batch_t 0.517 (0.248)] [data_t 0.010] [optim_t 0.507] [lr 0.000161] [CE 3.753 (3.897)] [KD 2.205 (2.165)] 2024-10-15 02:27:16,949 - Train: 86.53% [1082500/1251000] [865.3/1000.0] [batch_t 0.246 (0.244)] [data_t 0.006] [optim_t 0.241] [lr 0.000161] [CE 4.259 (3.969)] [KD 2.435 (2.195)] 2024-10-15 02:27:29,758 - Train: 86.53% [1082550/1251000] [865.3/1000.0] [batch_t 0.229 (0.256)] [data_t 0.007] [optim_t 0.222] [lr 0.000161] [CE 4.008 (3.986)] [KD 2.465 (2.205)] 2024-10-15 02:27:42,066 - Train: 86.54% [1082600/1251000] [865.4/1000.0] [batch_t 0.237 (0.246)] [data_t 0.006] [optim_t 0.231] [lr 0.000161] [CE 3.463 (3.943)] [KD 1.837 (2.159)] 2024-10-15 02:27:54,274 - Train: 86.54% [1082650/1251000] [865.4/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.000161] [CE 4.442 (3.952)] [KD 2.479 (2.185)] 2024-10-15 02:28:06,373 - Train: 86.55% [1082700/1251000] [865.5/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.000161] [CE 4.072 (3.975)] [KD 2.234 (2.195)] 2024-10-15 02:28:18,501 - Train: 86.55% [1082750/1251000] [865.5/1000.0] [batch_t 0.245 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.000161] [CE 4.215 (3.941)] [KD 2.367 (2.215)] 2024-10-15 02:28:30,837 - Train: 86.55% [1082800/1251000] [865.5/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.236] [lr 0.000161] [CE 3.921 (3.919)] [KD 2.330 (2.172)] 2024-10-15 02:28:43,555 - Train: 86.56% [1082850/1251000] [865.6/1000.0] [batch_t 0.451 (0.254)] [data_t 0.010] [optim_t 0.442] [lr 0.000160] [CE 3.779 (3.961)] [KD 2.258 (2.178)] 2024-10-15 02:28:55,936 - Train: 86.56% [1082900/1251000] [865.6/1000.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000160] [CE 4.187 (3.940)] [KD 2.215 (2.182)] 2024-10-15 02:29:07,918 - Train: 86.57% [1082950/1251000] [865.7/1000.0] [batch_t 0.229 (0.239)] [data_t 0.010] [optim_t 0.218] [lr 0.000160] [CE 3.880 (3.928)] [KD 2.115 (2.191)] 2024-10-15 02:29:20,145 - Train: 86.57% [1083000/1251000] [865.7/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000160] [CE 4.257 (3.988)] [KD 2.437 (2.216)] 2024-10-15 02:29:32,523 - Train: 86.57% [1083050/1251000] [865.7/1000.0] [batch_t 0.246 (0.247)] [data_t 0.007] [optim_t 0.239] [lr 0.000160] [CE 4.171 (3.934)] [KD 2.277 (2.181)] 2024-10-15 02:29:44,797 - Train: 86.58% [1083100/1251000] [865.8/1000.0] [batch_t 0.222 (0.245)] [data_t 0.008] [optim_t 0.214] [lr 0.000160] [CE 4.306 (3.922)] [KD 2.323 (2.174)] 2024-10-15 02:29:56,767 - Train: 86.58% [1083150/1251000] [865.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000160] [CE 4.121 (3.945)] [KD 2.078 (2.185)] 2024-10-15 02:30:09,158 - Train: 86.59% [1083200/1251000] [865.9/1000.0] [batch_t 0.241 (0.248)] [data_t 0.006] [optim_t 0.235] [lr 0.000160] [CE 3.942 (3.968)] [KD 2.222 (2.202)] 2024-10-15 02:30:21,712 - Train: 86.59% [1083250/1251000] [865.9/1000.0] [batch_t 0.228 (0.251)] [data_t 0.008] [optim_t 0.220] [lr 0.000160] [CE 4.300 (3.998)] [KD 2.316 (2.207)] 2024-10-15 02:30:33,953 - Train: 86.59% [1083300/1251000] [865.9/1000.0] [batch_t 0.227 (0.245)] [data_t 0.010] [optim_t 0.218] [lr 0.000160] [CE 3.787 (3.995)] [KD 2.078 (2.225)] 2024-10-15 02:30:45,864 - Train: 86.60% [1083350/1251000] [866.0/1000.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.000160] [CE 3.658 (3.897)] [KD 1.887 (2.188)] 2024-10-15 02:30:58,762 - Test (net): 100.00% [50/50] [batch_t 0.512 (0.177)] [top1_cnt 40242] [top5_cnt 47617] [top_all 50000] 2024-10-15 02:30:58,763 - net: 80.484 (95.234) 2024-10-15 02:31:08,149 - Test (net_E): 100.00% [50/50] [batch_t 0.379 (0.170)] [top1_cnt 40716] [top5_cnt 47766] [top_all 50000] 2024-10-15 02:31:08,150 - net_E: 81.432 (95.532) 2024-10-15 02:31:08,360 - Max [top1: 80.518 (epoch: 862)] [top1-ema: 81.488 (epoch: 865)] 2024-10-15 02:31:08,361 - ==> Total time: 3 days, 5:53:01 Eta: 12:03:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:31:20,518 - Train: 86.60% [1083400/1251000] [866.0/1000.0] [batch_t 0.233 (0.266)] [data_t 0.011] [optim_t 0.222] [lr 0.000160] [CE 3.991 (3.973)] [KD 2.220 (2.192)] 2024-10-15 02:31:33,386 - Train: 86.61% [1083450/1251000] [866.1/1000.0] [batch_t 0.254 (0.257)] [data_t 0.007] [optim_t 0.247] [lr 0.000160] [CE 4.355 (4.060)] [KD 2.387 (2.248)] 2024-10-15 02:31:45,860 - Train: 86.61% [1083500/1251000] [866.1/1000.0] [batch_t 0.237 (0.249)] [data_t 0.008] [optim_t 0.228] [lr 0.000159] [CE 4.128 (3.891)] [KD 2.268 (2.133)] 2024-10-15 02:31:57,930 - Train: 86.61% [1083550/1251000] [866.1/1000.0] [batch_t 0.232 (0.241)] [data_t 0.008] [optim_t 0.224] [lr 0.000159] [CE 3.786 (3.837)] [KD 1.981 (2.136)] 2024-10-15 02:32:09,955 - Train: 86.62% [1083600/1251000] [866.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.000159] [CE 4.203 (3.951)] [KD 2.192 (2.186)] 2024-10-15 02:32:22,347 - Train: 86.62% [1083650/1251000] [866.2/1000.0] [batch_t 0.241 (0.248)] [data_t 0.006] [optim_t 0.235] [lr 0.000159] [CE 3.947 (3.905)] [KD 2.357 (2.149)] 2024-10-15 02:32:34,707 - Train: 86.63% [1083700/1251000] [866.3/1000.0] [batch_t 0.239 (0.247)] [data_t 0.008] [optim_t 0.231] [lr 0.000159] [CE 4.211 (3.978)] [KD 2.300 (2.207)] 2024-10-15 02:32:47,353 - Train: 86.63% [1083750/1251000] [866.3/1000.0] [batch_t 0.230 (0.253)] [data_t 0.008] [optim_t 0.222] [lr 0.000159] [CE 3.536 (3.942)] [KD 1.812 (2.159)] 2024-10-15 02:32:59,562 - Train: 86.63% [1083800/1251000] [866.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.008] [optim_t 0.226] [lr 0.000159] [CE 4.151 (3.972)] [KD 2.203 (2.193)] 2024-10-15 02:33:12,173 - Train: 86.64% [1083850/1251000] [866.4/1000.0] [batch_t 0.247 (0.252)] [data_t 0.006] [optim_t 0.240] [lr 0.000159] [CE 3.974 (3.896)] [KD 2.177 (2.157)] 2024-10-15 02:33:24,571 - Train: 86.64% [1083900/1251000] [866.4/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000159] [CE 3.761 (3.992)] [KD 2.079 (2.193)] 2024-10-15 02:33:36,609 - Train: 86.65% [1083950/1251000] [866.5/1000.0] [batch_t 0.245 (0.241)] [data_t 0.007] [optim_t 0.239] [lr 0.000159] [CE 3.864 (3.945)] [KD 2.098 (2.191)] 2024-10-15 02:33:48,562 - Train: 86.65% [1084000/1251000] [866.5/1000.0] [batch_t 0.232 (0.239)] [data_t 0.010] [optim_t 0.222] [lr 0.000159] [CE 3.456 (3.962)] [KD 1.841 (2.169)] 2024-10-15 02:34:01,033 - Train: 86.65% [1084050/1251000] [866.5/1000.0] [batch_t 0.222 (0.249)] [data_t 0.008] [optim_t 0.213] [lr 0.000159] [CE 4.108 (3.969)] [KD 2.232 (2.187)] 2024-10-15 02:34:13,630 - Train: 86.66% [1084100/1251000] [866.6/1000.0] [batch_t 0.235 (0.252)] [data_t 0.008] [optim_t 0.227] [lr 0.000159] [CE 4.329 (3.936)] [KD 2.363 (2.184)] 2024-10-15 02:34:25,831 - Train: 86.66% [1084150/1251000] [866.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000158] [CE 4.037 (3.963)] [KD 2.148 (2.194)] 2024-10-15 02:34:37,966 - Train: 86.67% [1084200/1251000] [866.7/1000.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.000158] [CE 3.765 (3.951)] [KD 1.889 (2.195)] 2024-10-15 02:34:50,615 - Train: 86.67% [1084250/1251000] [866.7/1000.0] [batch_t 0.528 (0.253)] [data_t 0.007] [optim_t 0.521] [lr 0.000158] [CE 4.107 (3.938)] [KD 2.255 (2.164)] 2024-10-15 02:35:02,553 - Train: 86.67% [1084300/1251000] [866.7/1000.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000158] [CE 3.916 (3.998)] [KD 2.209 (2.214)] 2024-10-15 02:35:14,563 - Train: 86.68% [1084350/1251000] [866.8/1000.0] [batch_t 0.255 (0.240)] [data_t 0.010] [optim_t 0.245] [lr 0.000158] [CE 4.386 (4.012)] [KD 2.307 (2.195)] 2024-10-15 02:35:26,795 - Train: 86.68% [1084400/1251000] [866.8/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.000158] [CE 3.826 (3.985)] [KD 2.245 (2.200)] 2024-10-15 02:35:39,432 - Train: 86.69% [1084450/1251000] [866.9/1000.0] [batch_t 0.237 (0.252)] [data_t 0.007] [optim_t 0.230] [lr 0.000158] [CE 4.500 (3.866)] [KD 2.564 (2.165)] 2024-10-15 02:35:51,971 - Train: 86.69% [1084500/1251000] [866.9/1000.0] [batch_t 0.240 (0.251)] [data_t 0.007] [optim_t 0.233] [lr 0.000158] [CE 3.696 (3.969)] [KD 2.135 (2.182)] 2024-10-15 02:36:04,163 - Train: 86.69% [1084550/1251000] [866.9/1000.0] [batch_t 0.243 (0.244)] [data_t 0.007] [optim_t 0.236] [lr 0.000158] [CE 3.528 (3.951)] [KD 1.986 (2.171)] 2024-10-15 02:36:16,671 - Train: 86.70% [1084600/1251000] [867.0/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.000158] [CE 3.606 (3.856)] [KD 1.968 (2.158)] 2024-10-15 02:36:30,465 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.189)] [top1_cnt 40286] [top5_cnt 47596] [top_all 50000] 2024-10-15 02:36:30,466 - net: 80.572 (95.192) 2024-10-15 02:36:39,346 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.161)] [top1_cnt 40712] [top5_cnt 47753] [top_all 50000] 2024-10-15 02:36:39,346 - net_E: 81.424 (95.506) 2024-10-15 02:36:39,568 - Max [top1: 80.572 (epoch: 867)] [top1-ema: 81.488 (epoch: 865)] 2024-10-15 02:36:39,569 - ==> Total time: 3 days, 5:58:32 Eta: 11:57:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:37:00,358 - Train: 86.70% [1084650/1251000] [867.0/1000.0] [batch_t 0.248 (0.252)] [data_t 0.006] [optim_t 0.241] [lr 0.000158] [CE 3.886 (3.959)] [KD 2.071 (2.179)] 2024-10-15 02:37:13,199 - Train: 86.71% [1084700/1251000] [867.1/1000.0] [batch_t 0.245 (0.257)] [data_t 0.007] [optim_t 0.238] [lr 0.000158] [CE 4.438 (3.962)] [KD 2.440 (2.191)] 2024-10-15 02:37:25,762 - Train: 86.71% [1084750/1251000] [867.1/1000.0] [batch_t 0.461 (0.251)] [data_t 0.006] [optim_t 0.455] [lr 0.000158] [CE 3.756 (3.927)] [KD 1.991 (2.175)] 2024-10-15 02:37:37,990 - Train: 86.71% [1084800/1251000] [867.1/1000.0] [batch_t 0.243 (0.244)] [data_t 0.007] [optim_t 0.236] [lr 0.000157] [CE 4.101 (3.962)] [KD 2.163 (2.159)] 2024-10-15 02:37:50,091 - Train: 86.72% [1084850/1251000] [867.2/1000.0] [batch_t 0.246 (0.242)] [data_t 0.006] [optim_t 0.239] [lr 0.000157] [CE 3.779 (3.968)] [KD 2.129 (2.187)] 2024-10-15 02:38:02,584 - Train: 86.72% [1084900/1251000] [867.2/1000.0] [batch_t 0.243 (0.250)] [data_t 0.008] [optim_t 0.235] [lr 0.000157] [CE 3.766 (3.950)] [KD 2.098 (2.164)] 2024-10-15 02:38:14,924 - Train: 86.73% [1084950/1251000] [867.3/1000.0] [batch_t 0.239 (0.247)] [data_t 0.008] [optim_t 0.231] [lr 0.000157] [CE 4.388 (3.953)] [KD 2.547 (2.172)] 2024-10-15 02:38:27,597 - Train: 86.73% [1085000/1251000] [867.3/1000.0] [batch_t 0.242 (0.253)] [data_t 0.007] [optim_t 0.235] [lr 0.000157] [CE 4.177 (4.000)] [KD 2.319 (2.221)] 2024-10-15 02:38:40,000 - Train: 86.73% [1085050/1251000] [867.3/1000.0] [batch_t 0.251 (0.248)] [data_t 0.007] [optim_t 0.245] [lr 0.000157] [CE 3.755 (3.993)] [KD 2.130 (2.202)] 2024-10-15 02:38:52,464 - Train: 86.74% [1085100/1251000] [867.4/1000.0] [batch_t 0.243 (0.249)] [data_t 0.007] [optim_t 0.237] [lr 0.000157] [CE 4.137 (3.893)] [KD 2.276 (2.150)] 2024-10-15 02:39:04,676 - Train: 86.74% [1085150/1251000] [867.4/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.000157] [CE 3.814 (4.000)] [KD 2.114 (2.201)] 2024-10-15 02:39:16,882 - Train: 86.75% [1085200/1251000] [867.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.006] [optim_t 0.228] [lr 0.000157] [CE 3.984 (3.953)] [KD 2.093 (2.157)] 2024-10-15 02:39:29,211 - Train: 86.75% [1085250/1251000] [867.5/1000.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000157] [CE 4.343 (4.011)] [KD 2.452 (2.211)] 2024-10-15 02:39:41,879 - Train: 86.75% [1085300/1251000] [867.5/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000157] [CE 3.845 (3.943)] [KD 2.085 (2.176)] 2024-10-15 02:39:54,316 - Train: 86.76% [1085350/1251000] [867.6/1000.0] [batch_t 0.248 (0.249)] [data_t 0.006] [optim_t 0.241] [lr 0.000157] [CE 4.011 (3.940)] [KD 2.223 (2.183)] 2024-10-15 02:40:06,599 - Train: 86.76% [1085400/1251000] [867.6/1000.0] [batch_t 0.242 (0.245)] [data_t 0.007] [optim_t 0.235] [lr 0.000157] [CE 3.149 (3.907)] [KD 1.837 (2.169)] 2024-10-15 02:40:18,940 - Train: 86.77% [1085450/1251000] [867.7/1000.0] [batch_t 0.243 (0.247)] [data_t 0.008] [optim_t 0.234] [lr 0.000156] [CE 3.863 (3.944)] [KD 2.092 (2.163)] 2024-10-15 02:40:31,434 - Train: 86.77% [1085500/1251000] [867.7/1000.0] [batch_t 0.242 (0.250)] [data_t 0.007] [optim_t 0.236] [lr 0.000156] [CE 4.242 (3.943)] [KD 2.354 (2.182)] 2024-10-15 02:40:44,008 - Train: 86.77% [1085550/1251000] [867.7/1000.0] [batch_t 0.244 (0.251)] [data_t 0.007] [optim_t 0.237] [lr 0.000156] [CE 3.980 (3.914)] [KD 2.129 (2.148)] 2024-10-15 02:40:56,331 - Train: 86.78% [1085600/1251000] [867.8/1000.0] [batch_t 0.255 (0.246)] [data_t 0.008] [optim_t 0.246] [lr 0.000156] [CE 3.911 (3.992)] [KD 2.111 (2.194)] 2024-10-15 02:41:08,866 - Train: 86.78% [1085650/1251000] [867.8/1000.0] [batch_t 0.249 (0.250)] [data_t 0.009] [optim_t 0.241] [lr 0.000156] [CE 4.042 (3.939)] [KD 2.224 (2.157)] 2024-10-15 02:41:21,334 - Train: 86.79% [1085700/1251000] [867.9/1000.0] [batch_t 0.241 (0.249)] [data_t 0.007] [optim_t 0.234] [lr 0.000156] [CE 4.049 (3.930)] [KD 2.015 (2.190)] 2024-10-15 02:41:33,674 - Train: 86.79% [1085750/1251000] [867.9/1000.0] [batch_t 0.229 (0.247)] [data_t 0.010] [optim_t 0.219] [lr 0.000156] [CE 3.494 (3.908)] [KD 1.866 (2.162)] 2024-10-15 02:41:45,896 - Train: 86.79% [1085800/1251000] [867.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.008] [optim_t 0.224] [lr 0.000156] [CE 4.032 (3.916)] [KD 2.012 (2.161)] 2024-10-15 02:41:58,424 - Train: 86.80% [1085850/1251000] [868.0/1000.0] [batch_t 0.240 (0.250)] [data_t 0.010] [optim_t 0.230] [lr 0.000156] [CE 3.767 (3.910)] [KD 2.083 (2.170)] 2024-10-15 02:42:13,309 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.200)] [top1_cnt 40199] [top5_cnt 47616] [top_all 50000] 2024-10-15 02:42:13,309 - net: 80.398 (95.232) 2024-10-15 02:42:23,820 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.194)] [top1_cnt 40708] [top5_cnt 47777] [top_all 50000] 2024-10-15 02:42:23,820 - net_E: 81.416 (95.554) 2024-10-15 02:42:24,020 - Max [top1: 80.572 (epoch: 867)] [top1-ema: 81.488 (epoch: 865)] 2024-10-15 02:42:24,021 - ==> Total time: 3 days, 6:04:16 Eta: 11:52:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:42:35,715 - Train: 86.80% [1085900/1251000] [868.0/1000.0] [batch_t 0.225 (0.265)] [data_t 0.010] [optim_t 0.215] [lr 0.000156] [CE 4.193 (3.885)] [KD 2.348 (2.151)] 2024-10-15 02:42:47,959 - Train: 86.81% [1085950/1251000] [868.1/1000.0] [batch_t 0.252 (0.245)] [data_t 0.009] [optim_t 0.243] [lr 0.000156] [CE 4.168 (3.961)] [KD 2.350 (2.183)] 2024-10-15 02:43:00,772 - Train: 86.81% [1086000/1251000] [868.1/1000.0] [batch_t 0.242 (0.256)] [data_t 0.009] [optim_t 0.234] [lr 0.000156] [CE 3.803 (3.971)] [KD 2.209 (2.192)] 2024-10-15 02:43:13,102 - Train: 86.81% [1086050/1251000] [868.1/1000.0] [batch_t 0.236 (0.246)] [data_t 0.011] [optim_t 0.226] [lr 0.000156] [CE 4.131 (3.894)] [KD 2.272 (2.144)] 2024-10-15 02:43:25,240 - Train: 86.82% [1086100/1251000] [868.2/1000.0] [batch_t 0.239 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.000156] [CE 3.642 (3.903)] [KD 1.916 (2.137)] 2024-10-15 02:43:37,725 - Train: 86.82% [1086150/1251000] [868.2/1000.0] [batch_t 0.232 (0.250)] [data_t 0.008] [optim_t 0.224] [lr 0.000155] [CE 3.998 (3.960)] [KD 2.110 (2.186)] 2024-10-15 02:43:50,458 - Train: 86.83% [1086200/1251000] [868.3/1000.0] [batch_t 0.246 (0.254)] [data_t 0.009] [optim_t 0.238] [lr 0.000155] [CE 3.838 (3.947)] [KD 2.072 (2.188)] 2024-10-15 02:44:02,455 - Train: 86.83% [1086250/1251000] [868.3/1000.0] [batch_t 0.230 (0.240)] [data_t 0.008] [optim_t 0.221] [lr 0.000155] [CE 3.797 (3.855)] [KD 2.058 (2.122)] 2024-10-15 02:44:14,588 - Train: 86.83% [1086300/1251000] [868.3/1000.0] [batch_t 0.212 (0.242)] [data_t 0.006] [optim_t 0.206] [lr 0.000155] [CE 4.102 (3.984)] [KD 2.399 (2.192)] 2024-10-15 02:44:26,960 - Train: 86.84% [1086350/1251000] [868.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.006] [optim_t 0.229] [lr 0.000155] [CE 3.973 (3.910)] [KD 2.226 (2.150)] 2024-10-15 02:44:39,454 - Train: 86.84% [1086400/1251000] [868.4/1000.0] [batch_t 0.225 (0.250)] [data_t 0.008] [optim_t 0.217] [lr 0.000155] [CE 3.888 (3.914)] [KD 2.239 (2.171)] 2024-10-15 02:44:51,589 - Train: 86.85% [1086450/1251000] [868.5/1000.0] [batch_t 0.251 (0.243)] [data_t 0.007] [optim_t 0.244] [lr 0.000155] [CE 3.866 (3.990)] [KD 2.159 (2.198)] 2024-10-15 02:45:03,861 - Train: 86.85% [1086500/1251000] [868.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.000155] [CE 3.821 (3.939)] [KD 1.982 (2.186)] 2024-10-15 02:45:16,095 - Train: 86.85% [1086550/1251000] [868.5/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000155] [CE 3.346 (3.964)] [KD 1.843 (2.193)] 2024-10-15 02:45:28,558 - Train: 86.86% [1086600/1251000] [868.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.007] [optim_t 0.226] [lr 0.000155] [CE 4.098 (3.970)] [KD 2.123 (2.176)] 2024-10-15 02:45:40,981 - Train: 86.86% [1086650/1251000] [868.6/1000.0] [batch_t 0.247 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.000155] [CE 4.336 (4.001)] [KD 2.394 (2.192)] 2024-10-15 02:45:53,161 - Train: 86.87% [1086700/1251000] [868.7/1000.0] [batch_t 0.230 (0.243)] [data_t 0.007] [optim_t 0.223] [lr 0.000155] [CE 3.689 (3.966)] [KD 2.257 (2.176)] 2024-10-15 02:46:05,244 - Train: 86.87% [1086750/1251000] [868.7/1000.0] [batch_t 0.250 (0.241)] [data_t 0.007] [optim_t 0.243] [lr 0.000155] [CE 3.283 (3.881)] [KD 1.883 (2.140)] 2024-10-15 02:46:18,058 - Train: 86.87% [1086800/1251000] [868.7/1000.0] [batch_t 0.259 (0.256)] [data_t 0.006] [optim_t 0.253] [lr 0.000154] [CE 3.785 (3.981)] [KD 1.888 (2.179)] 2024-10-15 02:46:30,671 - Train: 86.88% [1086850/1251000] [868.8/1000.0] [batch_t 0.261 (0.252)] [data_t 0.010] [optim_t 0.251] [lr 0.000154] [CE 3.354 (3.914)] [KD 1.879 (2.172)] 2024-10-15 02:46:42,789 - Train: 86.88% [1086900/1251000] [868.8/1000.0] [batch_t 0.230 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.000154] [CE 4.067 (3.895)] [KD 2.257 (2.142)] 2024-10-15 02:46:55,284 - Train: 86.89% [1086950/1251000] [868.9/1000.0] [batch_t 0.227 (0.250)] [data_t 0.007] [optim_t 0.220] [lr 0.000154] [CE 4.129 (3.878)] [KD 2.191 (2.136)] 2024-10-15 02:47:07,634 - Train: 86.89% [1087000/1251000] [868.9/1000.0] [batch_t 0.245 (0.247)] [data_t 0.007] [optim_t 0.237] [lr 0.000154] [CE 4.169 (3.991)] [KD 2.088 (2.201)] 2024-10-15 02:47:19,384 - Train: 86.89% [1087050/1251000] [868.9/1000.0] [batch_t 0.229 (0.235)] [data_t 0.008] [optim_t 0.220] [lr 0.000154] [CE 4.113 (3.931)] [KD 2.190 (2.203)] 2024-10-15 02:47:31,776 - Train: 86.90% [1087100/1251000] [869.0/1000.0] [batch_t 0.230 (0.248)] [data_t 0.010] [optim_t 0.220] [lr 0.000154] [CE 3.821 (3.965)] [KD 1.957 (2.192)] 2024-10-15 02:47:45,322 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 40336] [top5_cnt 47611] [top_all 50000] 2024-10-15 02:47:45,323 - net: 80.672 (95.222) 2024-10-15 02:47:54,988 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 40726] [top5_cnt 47786] [top_all 50000] 2024-10-15 02:47:54,989 - net_E: 81.452 (95.572) 2024-10-15 02:47:55,184 - Max [top1: 80.672 (epoch: 869)] [top1-ema: 81.488 (epoch: 865)] 2024-10-15 02:47:55,184 - ==> Total time: 3 days, 6:09:47 Eta: 11:46:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:48:18,975 - Train: 86.90% [1087150/1251000] [869.0/1000.0] [batch_t 0.253 (0.272)] [data_t 0.007] [optim_t 0.246] [lr 0.000154] [CE 3.839 (3.948)] [KD 2.021 (2.158)] 2024-10-15 02:48:31,541 - Train: 86.91% [1087200/1251000] [869.1/1000.0] [batch_t 0.243 (0.251)] [data_t 0.007] [optim_t 0.236] [lr 0.000154] [CE 3.948 (3.957)] [KD 2.144 (2.195)] 2024-10-15 02:48:43,968 - Train: 86.91% [1087250/1251000] [869.1/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000154] [CE 4.323 (3.985)] [KD 2.380 (2.213)] 2024-10-15 02:48:55,943 - Train: 86.91% [1087300/1251000] [869.1/1000.0] [batch_t 0.233 (0.239)] [data_t 0.006] [optim_t 0.226] [lr 0.000154] [CE 4.079 (3.948)] [KD 2.223 (2.182)] 2024-10-15 02:49:08,566 - Train: 86.92% [1087350/1251000] [869.2/1000.0] [batch_t 0.249 (0.252)] [data_t 0.009] [optim_t 0.241] [lr 0.000154] [CE 4.095 (3.910)] [KD 2.253 (2.160)] 2024-10-15 02:49:21,255 - Train: 86.92% [1087400/1251000] [869.2/1000.0] [batch_t 0.228 (0.254)] [data_t 0.008] [optim_t 0.220] [lr 0.000154] [CE 3.742 (3.907)] [KD 2.129 (2.138)] 2024-10-15 02:49:33,079 - Train: 86.93% [1087450/1251000] [869.3/1000.0] [batch_t 0.242 (0.236)] [data_t 0.010] [optim_t 0.232] [lr 0.000154] [CE 3.625 (3.972)] [KD 2.040 (2.192)] 2024-10-15 02:49:45,913 - Train: 86.93% [1087500/1251000] [869.3/1000.0] [batch_t 0.252 (0.256)] [data_t 0.007] [optim_t 0.246] [lr 0.000153] [CE 3.973 (3.927)] [KD 2.228 (2.176)] 2024-10-15 02:49:58,554 - Train: 86.93% [1087550/1251000] [869.3/1000.0] [batch_t 0.228 (0.253)] [data_t 0.007] [optim_t 0.222] [lr 0.000153] [CE 4.247 (3.911)] [KD 2.282 (2.157)] 2024-10-15 02:50:10,701 - Train: 86.94% [1087600/1251000] [869.4/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.000153] [CE 3.878 (3.885)] [KD 1.982 (2.130)] 2024-10-15 02:50:23,147 - Train: 86.94% [1087650/1251000] [869.4/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.000153] [CE 3.145 (4.000)] [KD 1.946 (2.191)] 2024-10-15 02:50:35,666 - Train: 86.95% [1087700/1251000] [869.5/1000.0] [batch_t 0.415 (0.250)] [data_t 0.007] [optim_t 0.408] [lr 0.000153] [CE 3.502 (3.987)] [KD 1.762 (2.177)] 2024-10-15 02:50:48,209 - Train: 86.95% [1087750/1251000] [869.5/1000.0] [batch_t 0.246 (0.251)] [data_t 0.007] [optim_t 0.239] [lr 0.000153] [CE 4.132 (3.932)] [KD 2.370 (2.173)] 2024-10-15 02:51:01,025 - Train: 86.95% [1087800/1251000] [869.5/1000.0] [batch_t 0.256 (0.256)] [data_t 0.006] [optim_t 0.249] [lr 0.000153] [CE 3.990 (3.909)] [KD 2.225 (2.149)] 2024-10-15 02:51:13,489 - Train: 86.96% [1087850/1251000] [869.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.007] [optim_t 0.228] [lr 0.000153] [CE 4.338 (3.993)] [KD 2.480 (2.209)] 2024-10-15 02:51:25,629 - Train: 86.96% [1087900/1251000] [869.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.008] [optim_t 0.225] [lr 0.000153] [CE 3.726 (3.969)] [KD 2.108 (2.191)] 2024-10-15 02:51:38,294 - Train: 86.97% [1087950/1251000] [869.7/1000.0] [batch_t 0.257 (0.253)] [data_t 0.007] [optim_t 0.250] [lr 0.000153] [CE 4.268 (3.979)] [KD 2.422 (2.190)] 2024-10-15 02:51:51,208 - Train: 86.97% [1088000/1251000] [869.7/1000.0] [batch_t 0.245 (0.258)] [data_t 0.008] [optim_t 0.237] [lr 0.000153] [CE 4.100 (3.969)] [KD 2.161 (2.182)] 2024-10-15 02:52:03,459 - Train: 86.97% [1088050/1251000] [869.7/1000.0] [batch_t 0.255 (0.245)] [data_t 0.011] [optim_t 0.244] [lr 0.000153] [CE 3.853 (3.944)] [KD 2.116 (2.161)] 2024-10-15 02:52:15,873 - Train: 86.98% [1088100/1251000] [869.8/1000.0] [batch_t 0.240 (0.248)] [data_t 0.008] [optim_t 0.232] [lr 0.000153] [CE 3.975 (3.995)] [KD 2.165 (2.213)] 2024-10-15 02:52:28,801 - Train: 86.98% [1088150/1251000] [869.8/1000.0] [batch_t 0.236 (0.258)] [data_t 0.007] [optim_t 0.229] [lr 0.000152] [CE 4.138 (3.909)] [KD 2.206 (2.149)] 2024-10-15 02:52:41,235 - Train: 86.99% [1088200/1251000] [869.9/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.000152] [CE 4.300 (3.934)] [KD 2.451 (2.182)] 2024-10-15 02:52:53,713 - Train: 86.99% [1088250/1251000] [869.9/1000.0] [batch_t 0.239 (0.249)] [data_t 0.008] [optim_t 0.231] [lr 0.000152] [CE 3.821 (3.887)] [KD 1.988 (2.116)] 2024-10-15 02:53:06,544 - Train: 86.99% [1088300/1251000] [869.9/1000.0] [batch_t 0.237 (0.256)] [data_t 0.006] [optim_t 0.231] [lr 0.000152] [CE 3.831 (4.017)] [KD 2.050 (2.209)] 2024-10-15 02:53:19,160 - Train: 87.00% [1088350/1251000] [870.0/1000.0] [batch_t 0.246 (0.252)] [data_t 0.011] [optim_t 0.235] [lr 0.000152] [CE 4.349 (3.956)] [KD 2.212 (2.154)] 2024-10-15 02:53:33,601 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.186)] [top1_cnt 40288] [top5_cnt 47545] [top_all 50000] 2024-10-15 02:53:33,602 - net: 80.576 (95.090) 2024-10-15 02:53:42,808 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 40756] [top5_cnt 47774] [top_all 50000] 2024-10-15 02:53:42,809 - net_E: 81.512 (95.548) 2024-10-15 02:53:43,015 - Max [top1: 80.672 (epoch: 869)] [top1-ema: 81.512 (epoch: 870)] 2024-10-15 02:53:43,015 - ==> Total time: 3 days, 6:15:35 Eta: 11:41:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:54:09,783 - Train: 87.00% [1088400/1251000] [870.0/1000.0] [batch_t 0.248 (0.259)] [data_t 0.007] [optim_t 0.241] [lr 0.000152] [CE 4.424 (3.910)] [KD 2.455 (2.154)] 2024-10-15 02:54:22,531 - Train: 87.01% [1088450/1251000] [870.1/1000.0] [batch_t 0.243 (0.255)] [data_t 0.008] [optim_t 0.235] [lr 0.000152] [CE 3.825 (3.943)] [KD 2.183 (2.160)] 2024-10-15 02:54:34,892 - Train: 87.01% [1088500/1251000] [870.1/1000.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000152] [CE 3.887 (3.941)] [KD 2.146 (2.179)] 2024-10-15 02:54:47,184 - Train: 87.01% [1088550/1251000] [870.1/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000152] [CE 4.146 (3.947)] [KD 2.255 (2.170)] 2024-10-15 02:54:59,320 - Train: 87.02% [1088600/1251000] [870.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.222] [lr 0.000152] [CE 3.689 (3.931)] [KD 2.098 (2.139)] 2024-10-15 02:55:11,649 - Train: 87.02% [1088650/1251000] [870.2/1000.0] [batch_t 0.240 (0.246)] [data_t 0.007] [optim_t 0.233] [lr 0.000152] [CE 3.553 (3.905)] [KD 1.928 (2.146)] 2024-10-15 02:55:24,220 - Train: 87.03% [1088700/1251000] [870.3/1000.0] [batch_t 0.472 (0.251)] [data_t 0.006] [optim_t 0.465] [lr 0.000152] [CE 4.162 (3.972)] [KD 2.249 (2.184)] 2024-10-15 02:55:36,508 - Train: 87.03% [1088750/1251000] [870.3/1000.0] [batch_t 0.271 (0.246)] [data_t 0.010] [optim_t 0.261] [lr 0.000152] [CE 4.209 (3.913)] [KD 2.167 (2.147)] 2024-10-15 02:55:48,984 - Train: 87.03% [1088800/1251000] [870.3/1000.0] [batch_t 0.232 (0.249)] [data_t 0.010] [optim_t 0.223] [lr 0.000151] [CE 3.901 (3.988)] [KD 2.194 (2.184)] 2024-10-15 02:56:01,487 - Train: 87.04% [1088850/1251000] [870.4/1000.0] [batch_t 0.246 (0.250)] [data_t 0.007] [optim_t 0.239] [lr 0.000151] [CE 3.925 (3.920)] [KD 1.976 (2.144)] 2024-10-15 02:56:13,366 - Train: 87.04% [1088900/1251000] [870.4/1000.0] [batch_t 0.240 (0.237)] [data_t 0.007] [optim_t 0.233] [lr 0.000151] [CE 4.388 (3.926)] [KD 2.404 (2.151)] 2024-10-15 02:56:25,720 - Train: 87.05% [1088950/1251000] [870.5/1000.0] [batch_t 0.243 (0.247)] [data_t 0.007] [optim_t 0.236] [lr 0.000151] [CE 3.654 (3.931)] [KD 2.005 (2.154)] 2024-10-15 02:56:38,078 - Train: 87.05% [1089000/1251000] [870.5/1000.0] [batch_t 0.266 (0.247)] [data_t 0.010] [optim_t 0.256] [lr 0.000151] [CE 4.005 (3.918)] [KD 2.247 (2.161)] 2024-10-15 02:56:50,414 - Train: 87.05% [1089050/1251000] [870.5/1000.0] [batch_t 0.252 (0.247)] [data_t 0.008] [optim_t 0.243] [lr 0.000151] [CE 3.959 (3.954)] [KD 2.121 (2.163)] 2024-10-15 02:57:02,539 - Train: 87.06% [1089100/1251000] [870.6/1000.0] [batch_t 0.261 (0.242)] [data_t 0.007] [optim_t 0.254] [lr 0.000151] [CE 4.355 (3.958)] [KD 2.520 (2.173)] 2024-10-15 02:57:15,238 - Train: 87.06% [1089150/1251000] [870.6/1000.0] [batch_t 0.224 (0.254)] [data_t 0.009] [optim_t 0.215] [lr 0.000151] [CE 4.320 (4.015)] [KD 2.536 (2.226)] 2024-10-15 02:57:27,910 - Train: 87.07% [1089200/1251000] [870.7/1000.0] [batch_t 0.226 (0.253)] [data_t 0.007] [optim_t 0.218] [lr 0.000151] [CE 4.271 (3.968)] [KD 2.260 (2.165)] 2024-10-15 02:57:40,453 - Train: 87.07% [1089250/1251000] [870.7/1000.0] [batch_t 0.242 (0.251)] [data_t 0.007] [optim_t 0.235] [lr 0.000151] [CE 4.412 (4.000)] [KD 2.228 (2.186)] 2024-10-15 02:57:53,153 - Train: 87.07% [1089300/1251000] [870.7/1000.0] [batch_t 0.236 (0.254)] [data_t 0.009] [optim_t 0.227] [lr 0.000151] [CE 3.813 (3.896)] [KD 2.113 (2.154)] 2024-10-15 02:58:05,731 - Train: 87.08% [1089350/1251000] [870.8/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000151] [CE 4.287 (3.924)] [KD 2.379 (2.133)] 2024-10-15 02:58:18,069 - Train: 87.08% [1089400/1251000] [870.8/1000.0] [batch_t 0.248 (0.247)] [data_t 0.007] [optim_t 0.241] [lr 0.000151] [CE 4.135 (3.919)] [KD 2.406 (2.165)] 2024-10-15 02:58:30,355 - Train: 87.09% [1089450/1251000] [870.9/1000.0] [batch_t 0.245 (0.246)] [data_t 0.008] [optim_t 0.237] [lr 0.000151] [CE 4.263 (3.948)] [KD 2.486 (2.178)] 2024-10-15 02:58:43,090 - Train: 87.09% [1089500/1251000] [870.9/1000.0] [batch_t 0.255 (0.254)] [data_t 0.010] [optim_t 0.245] [lr 0.000150] [CE 4.154 (3.916)] [KD 2.224 (2.148)] 2024-10-15 02:58:55,415 - Train: 87.09% [1089550/1251000] [870.9/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.000150] [CE 3.555 (3.924)] [KD 2.000 (2.164)] 2024-10-15 02:59:08,285 - Train: 87.10% [1089600/1251000] [871.0/1000.0] [batch_t 0.259 (0.257)] [data_t 0.007] [optim_t 0.252] [lr 0.000150] [CE 3.739 (3.937)] [KD 2.144 (2.181)] 2024-10-15 02:59:22,781 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.179)] [top1_cnt 40295] [top5_cnt 47617] [top_all 50000] 2024-10-15 02:59:22,782 - net: 80.590 (95.234) 2024-10-15 02:59:31,831 - Test (net_E): 100.00% [50/50] [batch_t 0.122 (0.165)] [top1_cnt 40760] [top5_cnt 47786] [top_all 50000] 2024-10-15 02:59:31,832 - net_E: 81.520 (95.572) 2024-10-15 02:59:32,044 - Max [top1: 80.672 (epoch: 869)] [top1-ema: 81.520 (epoch: 871)] 2024-10-15 02:59:32,045 - ==> Total time: 3 days, 6:21:24 Eta: 11:36:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 02:59:51,799 - Train: 87.10% [1089650/1251000] [871.0/1000.0] [batch_t 0.223 (0.260)] [data_t 0.009] [optim_t 0.214] [lr 0.000150] [CE 3.369 (3.854)] [KD 1.802 (2.115)] 2024-10-15 03:00:03,859 - Train: 87.11% [1089700/1251000] [871.1/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.000150] [CE 4.266 (3.922)] [KD 2.310 (2.132)] 2024-10-15 03:00:16,542 - Train: 87.11% [1089750/1251000] [871.1/1000.0] [batch_t 0.485 (0.253)] [data_t 0.010] [optim_t 0.475] [lr 0.000150] [CE 3.826 (3.905)] [KD 2.188 (2.130)] 2024-10-15 03:00:28,761 - Train: 87.11% [1089800/1251000] [871.1/1000.0] [batch_t 0.225 (0.244)] [data_t 0.010] [optim_t 0.216] [lr 0.000150] [CE 4.158 (3.948)] [KD 2.229 (2.154)] 2024-10-15 03:00:40,645 - Train: 87.12% [1089850/1251000] [871.2/1000.0] [batch_t 0.228 (0.237)] [data_t 0.010] [optim_t 0.218] [lr 0.000150] [CE 4.046 (3.882)] [KD 2.235 (2.146)] 2024-10-15 03:00:53,012 - Train: 87.12% [1089900/1251000] [871.2/1000.0] [batch_t 0.227 (0.247)] [data_t 0.010] [optim_t 0.217] [lr 0.000150] [CE 3.741 (4.027)] [KD 2.157 (2.203)] 2024-10-15 03:01:05,433 - Train: 87.13% [1089950/1251000] [871.3/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000150] [CE 3.627 (3.971)] [KD 1.970 (2.175)] 2024-10-15 03:01:17,861 - Train: 87.13% [1090000/1251000] [871.3/1000.0] [batch_t 0.250 (0.248)] [data_t 0.010] [optim_t 0.240] [lr 0.000150] [CE 3.714 (3.947)] [KD 2.231 (2.152)] 2024-10-15 03:01:30,186 - Train: 87.13% [1090050/1251000] [871.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.221] [lr 0.000150] [CE 4.026 (3.968)] [KD 2.165 (2.158)] 2024-10-15 03:01:42,519 - Train: 87.14% [1090100/1251000] [871.4/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000150] [CE 4.146 (3.996)] [KD 2.247 (2.173)] 2024-10-15 03:01:54,701 - Train: 87.14% [1090150/1251000] [871.4/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.000150] [CE 4.441 (3.966)] [KD 2.641 (2.180)] 2024-10-15 03:02:07,511 - Train: 87.15% [1090200/1251000] [871.5/1000.0] [batch_t 0.253 (0.256)] [data_t 0.007] [optim_t 0.245] [lr 0.000149] [CE 3.393 (4.017)] [KD 1.868 (2.188)] 2024-10-15 03:02:19,938 - Train: 87.15% [1090250/1251000] [871.5/1000.0] [batch_t 0.243 (0.248)] [data_t 0.007] [optim_t 0.236] [lr 0.000149] [CE 4.002 (3.915)] [KD 2.127 (2.156)] 2024-10-15 03:02:31,885 - Train: 87.15% [1090300/1251000] [871.5/1000.0] [batch_t 0.239 (0.239)] [data_t 0.010] [optim_t 0.229] [lr 0.000149] [CE 3.797 (3.927)] [KD 2.186 (2.166)] 2024-10-15 03:02:44,317 - Train: 87.16% [1090350/1251000] [871.6/1000.0] [batch_t 0.241 (0.248)] [data_t 0.006] [optim_t 0.234] [lr 0.000149] [CE 3.827 (3.932)] [KD 2.205 (2.149)] 2024-10-15 03:02:56,875 - Train: 87.16% [1090400/1251000] [871.6/1000.0] [batch_t 0.232 (0.251)] [data_t 0.007] [optim_t 0.225] [lr 0.000149] [CE 4.170 (3.930)] [KD 2.030 (2.170)] 2024-10-15 03:03:08,818 - Train: 87.17% [1090450/1251000] [871.7/1000.0] [batch_t 0.233 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.000149] [CE 4.320 (3.962)] [KD 2.294 (2.177)] 2024-10-15 03:03:21,421 - Train: 87.17% [1090500/1251000] [871.7/1000.0] [batch_t 0.230 (0.252)] [data_t 0.009] [optim_t 0.221] [lr 0.000149] [CE 3.946 (3.955)] [KD 2.080 (2.162)] 2024-10-15 03:03:34,078 - Train: 87.17% [1090550/1251000] [871.7/1000.0] [batch_t 0.230 (0.253)] [data_t 0.007] [optim_t 0.224] [lr 0.000149] [CE 3.564 (3.892)] [KD 1.864 (2.138)] 2024-10-15 03:03:46,414 - Train: 87.18% [1090600/1251000] [871.8/1000.0] [batch_t 0.238 (0.247)] [data_t 0.007] [optim_t 0.232] [lr 0.000149] [CE 4.365 (3.929)] [KD 2.429 (2.154)] 2024-10-15 03:03:58,907 - Train: 87.18% [1090650/1251000] [871.8/1000.0] [batch_t 0.234 (0.250)] [data_t 0.007] [optim_t 0.228] [lr 0.000149] [CE 4.402 (3.938)] [KD 2.315 (2.159)] 2024-10-15 03:04:11,167 - Train: 87.19% [1090700/1251000] [871.9/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000149] [CE 4.002 (3.981)] [KD 2.158 (2.163)] 2024-10-15 03:04:23,390 - Train: 87.19% [1090750/1251000] [871.9/1000.0] [batch_t 0.229 (0.244)] [data_t 0.010] [optim_t 0.219] [lr 0.000149] [CE 4.606 (3.921)] [KD 2.516 (2.148)] 2024-10-15 03:04:36,301 - Train: 87.19% [1090800/1251000] [871.9/1000.0] [batch_t 0.244 (0.258)] [data_t 0.007] [optim_t 0.237] [lr 0.000149] [CE 3.666 (3.883)] [KD 1.913 (2.139)] 2024-10-15 03:04:48,579 - Train: 87.20% [1090850/1251000] [872.0/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.000148] [CE 4.134 (3.946)] [KD 2.194 (2.164)] 2024-10-15 03:05:02,567 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.164)] [top1_cnt 40266] [top5_cnt 47599] [top_all 50000] 2024-10-15 03:05:02,568 - net: 80.532 (95.198) 2024-10-15 03:05:11,698 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.165)] [top1_cnt 40737] [top5_cnt 47794] [top_all 50000] 2024-10-15 03:05:11,698 - net_E: 81.474 (95.588) 2024-10-15 03:05:11,907 - Max [top1: 80.672 (epoch: 869)] [top1-ema: 81.520 (epoch: 871)] 2024-10-15 03:05:11,908 - ==> Total time: 3 days, 6:27:04 Eta: 11:30:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:05:23,495 - Train: 87.20% [1090900/1251000] [872.0/1000.0] [batch_t 0.243 (0.267)] [data_t 0.007] [optim_t 0.236] [lr 0.000148] [CE 4.320 (3.896)] [KD 2.220 (2.113)] 2024-10-15 03:05:36,380 - Train: 87.21% [1090950/1251000] [872.1/1000.0] [batch_t 0.234 (0.257)] [data_t 0.009] [optim_t 0.224] [lr 0.000148] [CE 4.252 (3.907)] [KD 2.263 (2.141)] 2024-10-15 03:05:49,058 - Train: 87.21% [1091000/1251000] [872.1/1000.0] [batch_t 0.241 (0.253)] [data_t 0.008] [optim_t 0.232] [lr 0.000148] [CE 4.045 (3.948)] [KD 2.228 (2.148)] 2024-10-15 03:06:01,314 - Train: 87.21% [1091050/1251000] [872.1/1000.0] [batch_t 0.248 (0.245)] [data_t 0.008] [optim_t 0.240] [lr 0.000148] [CE 3.560 (3.898)] [KD 2.036 (2.136)] 2024-10-15 03:06:13,920 - Train: 87.22% [1091100/1251000] [872.2/1000.0] [batch_t 0.238 (0.252)] [data_t 0.007] [optim_t 0.231] [lr 0.000148] [CE 3.915 (3.950)] [KD 2.126 (2.153)] 2024-10-15 03:06:26,318 - Train: 87.22% [1091150/1251000] [872.2/1000.0] [batch_t 0.249 (0.248)] [data_t 0.007] [optim_t 0.241] [lr 0.000148] [CE 3.891 (3.908)] [KD 2.123 (2.134)] 2024-10-15 03:06:38,544 - Train: 87.23% [1091200/1251000] [872.3/1000.0] [batch_t 0.274 (0.244)] [data_t 0.009] [optim_t 0.265] [lr 0.000148] [CE 4.434 (3.931)] [KD 2.245 (2.147)] 2024-10-15 03:06:50,991 - Train: 87.23% [1091250/1251000] [872.3/1000.0] [batch_t 0.240 (0.249)] [data_t 0.007] [optim_t 0.233] [lr 0.000148] [CE 4.177 (4.002)] [KD 2.178 (2.192)] 2024-10-15 03:07:03,226 - Train: 87.23% [1091300/1251000] [872.3/1000.0] [batch_t 0.246 (0.245)] [data_t 0.010] [optim_t 0.236] [lr 0.000148] [CE 4.142 (3.991)] [KD 2.328 (2.168)] 2024-10-15 03:07:15,783 - Train: 87.24% [1091350/1251000] [872.4/1000.0] [batch_t 0.270 (0.251)] [data_t 0.008] [optim_t 0.262] [lr 0.000148] [CE 4.113 (3.953)] [KD 2.212 (2.160)] 2024-10-15 03:07:27,854 - Train: 87.24% [1091400/1251000] [872.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.225] [lr 0.000148] [CE 3.219 (3.901)] [KD 1.832 (2.163)] 2024-10-15 03:07:40,390 - Train: 87.25% [1091450/1251000] [872.5/1000.0] [batch_t 0.248 (0.251)] [data_t 0.007] [optim_t 0.241] [lr 0.000148] [CE 3.800 (3.974)] [KD 2.164 (2.173)] 2024-10-15 03:07:52,963 - Train: 87.25% [1091500/1251000] [872.5/1000.0] [batch_t 0.448 (0.251)] [data_t 0.011] [optim_t 0.438] [lr 0.000148] [CE 3.769 (3.943)] [KD 2.079 (2.168)] 2024-10-15 03:08:05,532 - Train: 87.25% [1091550/1251000] [872.5/1000.0] [batch_t 0.240 (0.251)] [data_t 0.007] [optim_t 0.234] [lr 0.000147] [CE 3.357 (3.913)] [KD 1.976 (2.144)] 2024-10-15 03:08:18,459 - Train: 87.26% [1091600/1251000] [872.6/1000.0] [batch_t 0.242 (0.258)] [data_t 0.007] [optim_t 0.235] [lr 0.000147] [CE 3.940 (3.906)] [KD 2.093 (2.147)] 2024-10-15 03:08:31,149 - Train: 87.26% [1091650/1251000] [872.6/1000.0] [batch_t 0.242 (0.254)] [data_t 0.007] [optim_t 0.235] [lr 0.000147] [CE 3.845 (3.888)] [KD 2.045 (2.118)] 2024-10-15 03:08:43,155 - Train: 87.27% [1091700/1251000] [872.7/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.232] [lr 0.000147] [CE 4.141 (3.977)] [KD 2.238 (2.156)] 2024-10-15 03:08:55,927 - Train: 87.27% [1091750/1251000] [872.7/1000.0] [batch_t 0.230 (0.255)] [data_t 0.007] [optim_t 0.223] [lr 0.000147] [CE 3.715 (3.895)] [KD 1.965 (2.151)] 2024-10-15 03:09:08,327 - Train: 87.27% [1091800/1251000] [872.7/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.229] [lr 0.000147] [CE 4.154 (3.937)] [KD 2.253 (2.171)] 2024-10-15 03:09:20,691 - Train: 87.28% [1091850/1251000] [872.8/1000.0] [batch_t 0.231 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.000147] [CE 3.830 (3.937)] [KD 2.212 (2.151)] 2024-10-15 03:09:33,310 - Train: 87.28% [1091900/1251000] [872.8/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.000147] [CE 4.185 (3.885)] [KD 2.328 (2.118)] 2024-10-15 03:09:46,106 - Train: 87.29% [1091950/1251000] [872.9/1000.0] [batch_t 0.251 (0.256)] [data_t 0.008] [optim_t 0.243] [lr 0.000147] [CE 3.885 (3.972)] [KD 2.336 (2.163)] 2024-10-15 03:09:58,623 - Train: 87.29% [1092000/1251000] [872.9/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.000147] [CE 3.906 (3.944)] [KD 2.132 (2.127)] 2024-10-15 03:10:10,967 - Train: 87.29% [1092050/1251000] [872.9/1000.0] [batch_t 0.245 (0.247)] [data_t 0.007] [optim_t 0.238] [lr 0.000147] [CE 3.974 (3.841)] [KD 2.319 (2.093)] 2024-10-15 03:10:23,731 - Train: 87.30% [1092100/1251000] [873.0/1000.0] [batch_t 0.240 (0.255)] [data_t 0.010] [optim_t 0.230] [lr 0.000147] [CE 4.523 (3.965)] [KD 2.369 (2.177)] 2024-10-15 03:10:38,058 - Test (net): 100.00% [50/50] [batch_t 0.045 (0.165)] [top1_cnt 40329] [top5_cnt 47586] [top_all 50000] 2024-10-15 03:10:38,058 - net: 80.658 (95.172) 2024-10-15 03:10:47,730 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.177)] [top1_cnt 40743] [top5_cnt 47802] [top_all 50000] 2024-10-15 03:10:47,731 - net_E: 81.486 (95.604) 2024-10-15 03:10:47,960 - Max [top1: 80.672 (epoch: 869)] [top1-ema: 81.520 (epoch: 871)] 2024-10-15 03:10:47,960 - ==> Total time: 3 days, 6:32:40 Eta: 11:25:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:10:58,083 - Train: 87.30% [1092150/1251000] [873.0/1000.0] [batch_t 0.249 (0.259)] [data_t 0.011] [optim_t 0.239] [lr 0.000147] [CE 4.038 (3.934)] [KD 2.250 (2.148)] 2024-10-15 03:11:10,486 - Train: 87.31% [1092200/1251000] [873.1/1000.0] [batch_t 0.243 (0.248)] [data_t 0.010] [optim_t 0.233] [lr 0.000147] [CE 4.027 (3.985)] [KD 2.226 (2.181)] 2024-10-15 03:11:23,432 - Train: 87.31% [1092250/1251000] [873.1/1000.0] [batch_t 0.486 (0.259)] [data_t 0.007] [optim_t 0.479] [lr 0.000146] [CE 3.727 (3.901)] [KD 2.014 (2.134)] 2024-10-15 03:11:35,539 - Train: 87.31% [1092300/1251000] [873.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.000146] [CE 3.912 (3.940)] [KD 2.220 (2.142)] 2024-10-15 03:11:47,728 - Train: 87.32% [1092350/1251000] [873.2/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000146] [CE 3.824 (3.976)] [KD 2.086 (2.166)] 2024-10-15 03:12:00,086 - Train: 87.32% [1092400/1251000] [873.2/1000.0] [batch_t 0.238 (0.247)] [data_t 0.006] [optim_t 0.232] [lr 0.000146] [CE 3.582 (3.850)] [KD 2.134 (2.104)] 2024-10-15 03:12:12,585 - Train: 87.33% [1092450/1251000] [873.3/1000.0] [batch_t 0.245 (0.250)] [data_t 0.010] [optim_t 0.235] [lr 0.000146] [CE 3.536 (3.928)] [KD 1.982 (2.140)] 2024-10-15 03:12:24,676 - Train: 87.33% [1092500/1251000] [873.3/1000.0] [batch_t 0.231 (0.242)] [data_t 0.010] [optim_t 0.222] [lr 0.000146] [CE 4.185 (3.949)] [KD 2.217 (2.176)] 2024-10-15 03:12:36,974 - Train: 87.33% [1092550/1251000] [873.3/1000.0] [batch_t 0.425 (0.246)] [data_t 0.010] [optim_t 0.415] [lr 0.000146] [CE 4.104 (3.956)] [KD 2.391 (2.153)] 2024-10-15 03:12:49,089 - Train: 87.34% [1092600/1251000] [873.4/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.218] [lr 0.000146] [CE 3.490 (3.962)] [KD 2.030 (2.153)] 2024-10-15 03:13:01,229 - Train: 87.34% [1092650/1251000] [873.4/1000.0] [batch_t 0.248 (0.243)] [data_t 0.010] [optim_t 0.239] [lr 0.000146] [CE 4.356 (3.971)] [KD 2.417 (2.155)] 2024-10-15 03:13:13,697 - Train: 87.35% [1092700/1251000] [873.5/1000.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.000146] [CE 4.561 (4.016)] [KD 2.493 (2.190)] 2024-10-15 03:13:25,722 - Train: 87.35% [1092750/1251000] [873.5/1000.0] [batch_t 0.218 (0.240)] [data_t 0.007] [optim_t 0.212] [lr 0.000146] [CE 3.674 (3.959)] [KD 1.917 (2.164)] 2024-10-15 03:13:37,837 - Train: 87.35% [1092800/1251000] [873.5/1000.0] [batch_t 0.244 (0.242)] [data_t 0.008] [optim_t 0.236] [lr 0.000146] [CE 4.094 (3.935)] [KD 2.078 (2.132)] 2024-10-15 03:13:49,937 - Train: 87.36% [1092850/1251000] [873.6/1000.0] [batch_t 0.254 (0.242)] [data_t 0.008] [optim_t 0.246] [lr 0.000146] [CE 4.898 (3.990)] [KD 2.559 (2.156)] 2024-10-15 03:14:01,758 - Train: 87.36% [1092900/1251000] [873.6/1000.0] [batch_t 0.224 (0.236)] [data_t 0.006] [optim_t 0.218] [lr 0.000146] [CE 4.377 (3.930)] [KD 2.433 (2.161)] 2024-10-15 03:14:14,222 - Train: 87.37% [1092950/1251000] [873.7/1000.0] [batch_t 0.241 (0.249)] [data_t 0.010] [optim_t 0.231] [lr 0.000145] [CE 3.774 (4.002)] [KD 2.022 (2.179)] 2024-10-15 03:14:26,896 - Train: 87.37% [1093000/1251000] [873.7/1000.0] [batch_t 0.228 (0.253)] [data_t 0.010] [optim_t 0.218] [lr 0.000145] [CE 4.309 (4.004)] [KD 2.567 (2.187)] 2024-10-15 03:14:39,093 - Train: 87.37% [1093050/1251000] [873.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000145] [CE 3.697 (3.932)] [KD 2.100 (2.160)] 2024-10-15 03:14:51,309 - Train: 87.38% [1093100/1251000] [873.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.008] [optim_t 0.232] [lr 0.000145] [CE 4.012 (3.926)] [KD 2.130 (2.142)] 2024-10-15 03:15:03,218 - Train: 87.38% [1093150/1251000] [873.8/1000.0] [batch_t 0.241 (0.238)] [data_t 0.010] [optim_t 0.231] [lr 0.000145] [CE 4.537 (3.937)] [KD 2.497 (2.125)] 2024-10-15 03:15:15,236 - Train: 87.39% [1093200/1251000] [873.9/1000.0] [batch_t 0.227 (0.240)] [data_t 0.010] [optim_t 0.217] [lr 0.000145] [CE 3.606 (3.839)] [KD 2.124 (2.131)] 2024-10-15 03:15:28,123 - Train: 87.39% [1093250/1251000] [873.9/1000.0] [batch_t 0.226 (0.258)] [data_t 0.008] [optim_t 0.219] [lr 0.000145] [CE 3.810 (4.007)] [KD 2.113 (2.184)] 2024-10-15 03:15:40,338 - Train: 87.39% [1093300/1251000] [873.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.007] [optim_t 0.228] [lr 0.000145] [CE 3.983 (3.904)] [KD 2.024 (2.137)] 2024-10-15 03:15:52,512 - Train: 87.40% [1093350/1251000] [874.0/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.000145] [CE 3.822 (3.965)] [KD 2.160 (2.162)] 2024-10-15 03:16:07,968 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.188)] [top1_cnt 40342] [top5_cnt 47616] [top_all 50000] 2024-10-15 03:16:07,969 - net: 80.684 (95.232) 2024-10-15 03:16:17,558 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.175)] [top1_cnt 40782] [top5_cnt 47816] [top_all 50000] 2024-10-15 03:16:17,559 - net_E: 81.564 (95.632) 2024-10-15 03:16:17,804 - Max [top1: 80.684 (epoch: 874)] [top1-ema: 81.564 (epoch: 874)] 2024-10-15 03:16:17,804 - ==> Total time: 3 days, 6:38:10 Eta: 11:20:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:16:42,601 - Train: 87.40% [1093400/1251000] [874.0/1000.0] [batch_t 0.263 (0.262)] [data_t 0.007] [optim_t 0.257] [lr 0.000145] [CE 3.900 (3.896)] [KD 2.112 (2.153)] 2024-10-15 03:16:54,854 - Train: 87.41% [1093450/1251000] [874.1/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.000145] [CE 4.053 (3.974)] [KD 2.304 (2.156)] 2024-10-15 03:17:07,791 - Train: 87.41% [1093500/1251000] [874.1/1000.0] [batch_t 0.248 (0.259)] [data_t 0.010] [optim_t 0.238] [lr 0.000145] [CE 4.423 (3.861)] [KD 2.457 (2.115)] 2024-10-15 03:17:20,226 - Train: 87.41% [1093550/1251000] [874.1/1000.0] [batch_t 0.257 (0.249)] [data_t 0.010] [optim_t 0.247] [lr 0.000145] [CE 4.226 (3.922)] [KD 2.257 (2.121)] 2024-10-15 03:17:32,581 - Train: 87.42% [1093600/1251000] [874.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.011] [optim_t 0.227] [lr 0.000145] [CE 4.168 (3.988)] [KD 2.174 (2.175)] 2024-10-15 03:17:44,915 - Train: 87.42% [1093650/1251000] [874.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000144] [CE 3.636 (4.013)] [KD 2.033 (2.191)] 2024-10-15 03:17:56,802 - Train: 87.43% [1093700/1251000] [874.3/1000.0] [batch_t 0.255 (0.238)] [data_t 0.007] [optim_t 0.248] [lr 0.000144] [CE 3.973 (3.932)] [KD 2.074 (2.141)] 2024-10-15 03:18:09,398 - Train: 87.43% [1093750/1251000] [874.3/1000.0] [batch_t 0.229 (0.252)] [data_t 0.010] [optim_t 0.219] [lr 0.000144] [CE 3.431 (4.014)] [KD 1.921 (2.213)] 2024-10-15 03:18:22,042 - Train: 87.43% [1093800/1251000] [874.3/1000.0] [batch_t 0.277 (0.253)] [data_t 0.007] [optim_t 0.270] [lr 0.000144] [CE 3.938 (3.874)] [KD 2.333 (2.126)] 2024-10-15 03:18:34,242 - Train: 87.44% [1093850/1251000] [874.4/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.000144] [CE 3.820 (3.879)] [KD 2.047 (2.122)] 2024-10-15 03:18:46,450 - Train: 87.44% [1093900/1251000] [874.4/1000.0] [batch_t 0.224 (0.244)] [data_t 0.010] [optim_t 0.213] [lr 0.000144] [CE 3.866 (3.937)] [KD 1.978 (2.133)] 2024-10-15 03:18:58,815 - Train: 87.45% [1093950/1251000] [874.5/1000.0] [batch_t 0.233 (0.247)] [data_t 0.007] [optim_t 0.226] [lr 0.000144] [CE 4.160 (4.020)] [KD 2.353 (2.178)] 2024-10-15 03:19:10,805 - Train: 87.45% [1094000/1251000] [874.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.007] [optim_t 0.235] [lr 0.000144] [CE 4.202 (3.933)] [KD 2.355 (2.131)] 2024-10-15 03:19:22,692 - Train: 87.45% [1094050/1251000] [874.5/1000.0] [batch_t 0.248 (0.238)] [data_t 0.007] [optim_t 0.241] [lr 0.000144] [CE 3.788 (3.931)] [KD 2.002 (2.123)] 2024-10-15 03:19:35,233 - Train: 87.46% [1094100/1251000] [874.6/1000.0] [batch_t 0.239 (0.251)] [data_t 0.007] [optim_t 0.232] [lr 0.000144] [CE 4.394 (3.937)] [KD 2.311 (2.131)] 2024-10-15 03:19:48,079 - Train: 87.46% [1094150/1251000] [874.6/1000.0] [batch_t 0.231 (0.257)] [data_t 0.009] [optim_t 0.221] [lr 0.000144] [CE 4.081 (3.878)] [KD 2.238 (2.121)] 2024-10-15 03:20:00,080 - Train: 87.47% [1094200/1251000] [874.7/1000.0] [batch_t 0.237 (0.240)] [data_t 0.006] [optim_t 0.231] [lr 0.000144] [CE 3.719 (3.908)] [KD 2.007 (2.136)] 2024-10-15 03:20:12,897 - Train: 87.47% [1094250/1251000] [874.7/1000.0] [batch_t 0.233 (0.256)] [data_t 0.006] [optim_t 0.227] [lr 0.000144] [CE 3.360 (3.918)] [KD 1.911 (2.133)] 2024-10-15 03:20:24,960 - Train: 87.47% [1094300/1251000] [874.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.000144] [CE 3.845 (3.947)] [KD 2.088 (2.143)] 2024-10-15 03:20:37,229 - Train: 87.48% [1094350/1251000] [874.8/1000.0] [batch_t 0.248 (0.245)] [data_t 0.008] [optim_t 0.241] [lr 0.000143] [CE 3.938 (3.932)] [KD 2.286 (2.151)] 2024-10-15 03:20:49,647 - Train: 87.48% [1094400/1251000] [874.8/1000.0] [batch_t 0.220 (0.248)] [data_t 0.007] [optim_t 0.213] [lr 0.000143] [CE 3.816 (3.985)] [KD 2.228 (2.175)] 2024-10-15 03:21:02,187 - Train: 87.49% [1094450/1251000] [874.9/1000.0] [batch_t 0.246 (0.251)] [data_t 0.008] [optim_t 0.238] [lr 0.000143] [CE 3.613 (3.931)] [KD 2.125 (2.138)] 2024-10-15 03:21:14,223 - Train: 87.49% [1094500/1251000] [874.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.006] [optim_t 0.234] [lr 0.000143] [CE 4.259 (3.951)] [KD 2.122 (2.167)] 2024-10-15 03:21:27,095 - Train: 87.49% [1094550/1251000] [874.9/1000.0] [batch_t 0.235 (0.257)] [data_t 0.007] [optim_t 0.229] [lr 0.000143] [CE 4.061 (4.004)] [KD 2.052 (2.164)] 2024-10-15 03:21:39,210 - Train: 87.50% [1094600/1251000] [875.0/1000.0] [batch_t 0.247 (0.242)] [data_t 0.007] [optim_t 0.240] [lr 0.000143] [CE 3.405 (3.890)] [KD 1.799 (2.136)] 2024-10-15 03:21:53,700 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 40256] [top5_cnt 47578] [top_all 50000] 2024-10-15 03:21:53,700 - net: 80.512 (95.156) 2024-10-15 03:22:03,627 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.183)] [top1_cnt 40766] [top5_cnt 47821] [top_all 50000] 2024-10-15 03:22:03,627 - net_E: 81.532 (95.642) 2024-10-15 03:22:03,840 - Max [top1: 80.684 (epoch: 874)] [top1-ema: 81.564 (epoch: 874)] 2024-10-15 03:22:03,840 - ==> Total time: 3 days, 6:43:56 Eta: 11:14:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:22:15,046 - Train: 87.50% [1094650/1251000] [875.0/1000.0] [batch_t 0.238 (0.258)] [data_t 0.010] [optim_t 0.228] [lr 0.000143] [CE 3.458 (4.002)] [KD 1.867 (2.186)] 2024-10-15 03:22:27,929 - Train: 87.51% [1094700/1251000] [875.1/1000.0] [batch_t 0.244 (0.257)] [data_t 0.006] [optim_t 0.237] [lr 0.000143] [CE 3.909 (3.920)] [KD 2.220 (2.132)] 2024-10-15 03:22:40,537 - Train: 87.51% [1094750/1251000] [875.1/1000.0] [batch_t 0.233 (0.252)] [data_t 0.010] [optim_t 0.223] [lr 0.000143] [CE 3.708 (3.860)] [KD 2.101 (2.109)] 2024-10-15 03:22:52,858 - Train: 87.51% [1094800/1251000] [875.1/1000.0] [batch_t 0.245 (0.246)] [data_t 0.007] [optim_t 0.238] [lr 0.000143] [CE 3.723 (3.920)] [KD 1.956 (2.132)] 2024-10-15 03:23:05,605 - Train: 87.52% [1094850/1251000] [875.2/1000.0] [batch_t 0.247 (0.255)] [data_t 0.009] [optim_t 0.238] [lr 0.000143] [CE 4.572 (3.934)] [KD 2.545 (2.141)] 2024-10-15 03:23:17,994 - Train: 87.52% [1094900/1251000] [875.2/1000.0] [batch_t 0.253 (0.248)] [data_t 0.007] [optim_t 0.247] [lr 0.000143] [CE 3.635 (3.873)] [KD 1.849 (2.095)] 2024-10-15 03:23:30,329 - Train: 87.53% [1094950/1251000] [875.3/1000.0] [batch_t 0.231 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.000143] [CE 3.515 (3.893)] [KD 1.795 (2.113)] 2024-10-15 03:23:42,467 - Train: 87.53% [1095000/1251000] [875.3/1000.0] [batch_t 0.230 (0.243)] [data_t 0.010] [optim_t 0.220] [lr 0.000143] [CE 4.075 (3.950)] [KD 2.271 (2.158)] 2024-10-15 03:23:54,563 - Train: 87.53% [1095050/1251000] [875.3/1000.0] [batch_t 0.249 (0.242)] [data_t 0.008] [optim_t 0.242] [lr 0.000142] [CE 3.977 (3.894)] [KD 2.135 (2.123)] 2024-10-15 03:24:07,501 - Train: 87.54% [1095100/1251000] [875.4/1000.0] [batch_t 0.238 (0.259)] [data_t 0.008] [optim_t 0.231] [lr 0.000142] [CE 3.742 (3.814)] [KD 2.197 (2.092)] 2024-10-15 03:24:20,372 - Train: 87.54% [1095150/1251000] [875.4/1000.0] [batch_t 0.239 (0.257)] [data_t 0.007] [optim_t 0.232] [lr 0.000142] [CE 3.646 (3.990)] [KD 2.029 (2.192)] 2024-10-15 03:24:32,548 - Train: 87.55% [1095200/1251000] [875.5/1000.0] [batch_t 0.237 (0.243)] [data_t 0.008] [optim_t 0.230] [lr 0.000142] [CE 3.969 (3.863)] [KD 2.210 (2.114)] 2024-10-15 03:24:44,650 - Train: 87.55% [1095250/1251000] [875.5/1000.0] [batch_t 0.252 (0.242)] [data_t 0.009] [optim_t 0.243] [lr 0.000142] [CE 4.467 (3.905)] [KD 2.309 (2.119)] 2024-10-15 03:24:57,027 - Train: 87.55% [1095300/1251000] [875.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000142] [CE 3.831 (3.868)] [KD 2.036 (2.101)] 2024-10-15 03:25:09,385 - Train: 87.56% [1095350/1251000] [875.6/1000.0] [batch_t 0.231 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.000142] [CE 3.911 (3.887)] [KD 1.996 (2.117)] 2024-10-15 03:25:22,301 - Train: 87.56% [1095400/1251000] [875.6/1000.0] [batch_t 0.242 (0.258)] [data_t 0.007] [optim_t 0.234] [lr 0.000142] [CE 4.146 (4.019)] [KD 2.203 (2.174)] 2024-10-15 03:25:34,686 - Train: 87.57% [1095450/1251000] [875.7/1000.0] [batch_t 0.230 (0.247)] [data_t 0.008] [optim_t 0.223] [lr 0.000142] [CE 3.909 (3.850)] [KD 2.080 (2.090)] 2024-10-15 03:25:47,050 - Train: 87.57% [1095500/1251000] [875.7/1000.0] [batch_t 0.248 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.000142] [CE 4.235 (3.953)] [KD 2.421 (2.134)] 2024-10-15 03:25:59,114 - Train: 87.57% [1095550/1251000] [875.7/1000.0] [batch_t 0.262 (0.241)] [data_t 0.010] [optim_t 0.252] [lr 0.000142] [CE 3.685 (3.873)] [KD 2.055 (2.106)] 2024-10-15 03:26:11,295 - Train: 87.58% [1095600/1251000] [875.8/1000.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.000142] [CE 4.091 (3.987)] [KD 2.237 (2.187)] 2024-10-15 03:26:23,811 - Train: 87.58% [1095650/1251000] [875.8/1000.0] [batch_t 0.230 (0.250)] [data_t 0.010] [optim_t 0.220] [lr 0.000142] [CE 4.326 (3.938)] [KD 2.379 (2.136)] 2024-10-15 03:26:36,067 - Train: 87.59% [1095700/1251000] [875.9/1000.0] [batch_t 0.219 (0.245)] [data_t 0.012] [optim_t 0.206] [lr 0.000142] [CE 3.363 (3.987)] [KD 1.881 (2.177)] 2024-10-15 03:26:48,932 - Train: 87.59% [1095750/1251000] [875.9/1000.0] [batch_t 0.250 (0.257)] [data_t 0.008] [optim_t 0.242] [lr 0.000141] [CE 3.934 (3.958)] [KD 2.105 (2.143)] 2024-10-15 03:27:01,037 - Train: 87.59% [1095800/1251000] [875.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.225] [lr 0.000141] [CE 4.118 (3.868)] [KD 2.274 (2.128)] 2024-10-15 03:27:12,934 - Train: 87.60% [1095850/1251000] [876.0/1000.0] [batch_t 0.248 (0.238)] [data_t 0.008] [optim_t 0.240] [lr 0.000141] [CE 3.453 (3.910)] [KD 1.957 (2.155)] 2024-10-15 03:27:28,221 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.177)] [top1_cnt 40302] [top5_cnt 47643] [top_all 50000] 2024-10-15 03:27:28,222 - net: 80.604 (95.286) 2024-10-15 03:27:37,636 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 40773] [top5_cnt 47818] [top_all 50000] 2024-10-15 03:27:37,637 - net_E: 81.546 (95.636) 2024-10-15 03:27:37,840 - Max [top1: 80.684 (epoch: 874)] [top1-ema: 81.564 (epoch: 874)] 2024-10-15 03:27:37,840 - ==> Total time: 3 days, 6:49:30 Eta: 11:09:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:27:47,532 - Train: 87.60% [1095900/1251000] [876.0/1000.0] [batch_t 0.255 (0.282)] [data_t 0.009] [optim_t 0.245] [lr 0.000141] [CE 4.300 (3.956)] [KD 2.240 (2.155)] 2024-10-15 03:28:00,842 - Train: 87.61% [1095950/1251000] [876.1/1000.0] [batch_t 0.239 (0.266)] [data_t 0.009] [optim_t 0.231] [lr 0.000141] [CE 4.383 (3.913)] [KD 2.357 (2.123)] 2024-10-15 03:28:13,091 - Train: 87.61% [1096000/1251000] [876.1/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000141] [CE 3.715 (3.940)] [KD 1.970 (2.116)] 2024-10-15 03:28:25,154 - Train: 87.61% [1096050/1251000] [876.1/1000.0] [batch_t 0.239 (0.241)] [data_t 0.007] [optim_t 0.232] [lr 0.000141] [CE 4.342 (3.961)] [KD 2.312 (2.164)] 2024-10-15 03:28:37,429 - Train: 87.62% [1096100/1251000] [876.2/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000141] [CE 3.945 (3.905)] [KD 2.115 (2.108)] 2024-10-15 03:28:49,778 - Train: 87.62% [1096150/1251000] [876.2/1000.0] [batch_t 0.229 (0.247)] [data_t 0.008] [optim_t 0.221] [lr 0.000141] [CE 3.988 (3.922)] [KD 2.169 (2.132)] 2024-10-15 03:29:01,871 - Train: 87.63% [1096200/1251000] [876.3/1000.0] [batch_t 0.234 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.000141] [CE 3.896 (3.856)] [KD 2.163 (2.082)] 2024-10-15 03:29:14,386 - Train: 87.63% [1096250/1251000] [876.3/1000.0] [batch_t 0.229 (0.250)] [data_t 0.009] [optim_t 0.220] [lr 0.000141] [CE 3.824 (3.888)] [KD 2.061 (2.119)] 2024-10-15 03:29:26,781 - Train: 87.63% [1096300/1251000] [876.3/1000.0] [batch_t 0.235 (0.248)] [data_t 0.008] [optim_t 0.227] [lr 0.000141] [CE 3.974 (3.978)] [KD 2.210 (2.128)] 2024-10-15 03:29:39,105 - Train: 87.64% [1096350/1251000] [876.4/1000.0] [batch_t 0.222 (0.246)] [data_t 0.008] [optim_t 0.213] [lr 0.000141] [CE 4.196 (3.948)] [KD 2.520 (2.169)] 2024-10-15 03:29:51,513 - Train: 87.64% [1096400/1251000] [876.4/1000.0] [batch_t 0.424 (0.248)] [data_t 0.007] [optim_t 0.417] [lr 0.000141] [CE 3.524 (3.952)] [KD 1.847 (2.150)] 2024-10-15 03:30:03,623 - Train: 87.65% [1096450/1251000] [876.5/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.000140] [CE 4.256 (3.931)] [KD 2.446 (2.149)] 2024-10-15 03:30:15,697 - Train: 87.65% [1096500/1251000] [876.5/1000.0] [batch_t 0.245 (0.241)] [data_t 0.007] [optim_t 0.238] [lr 0.000140] [CE 4.094 (3.937)] [KD 2.229 (2.131)] 2024-10-15 03:30:28,469 - Train: 87.65% [1096550/1251000] [876.5/1000.0] [batch_t 0.225 (0.255)] [data_t 0.008] [optim_t 0.217] [lr 0.000140] [CE 3.783 (3.920)] [KD 1.995 (2.123)] 2024-10-15 03:30:41,175 - Train: 87.66% [1096600/1251000] [876.6/1000.0] [batch_t 0.236 (0.254)] [data_t 0.007] [optim_t 0.229] [lr 0.000140] [CE 3.910 (3.962)] [KD 2.258 (2.141)] 2024-10-15 03:30:53,132 - Train: 87.66% [1096650/1251000] [876.6/1000.0] [batch_t 0.265 (0.239)] [data_t 0.010] [optim_t 0.255] [lr 0.000140] [CE 3.981 (3.945)] [KD 2.012 (2.112)] 2024-10-15 03:31:05,165 - Train: 87.67% [1096700/1251000] [876.7/1000.0] [batch_t 0.242 (0.240)] [data_t 0.007] [optim_t 0.235] [lr 0.000140] [CE 3.584 (3.967)] [KD 1.985 (2.151)] 2024-10-15 03:31:17,697 - Train: 87.67% [1096750/1251000] [876.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.010] [optim_t 0.225] [lr 0.000140] [CE 4.062 (4.027)] [KD 2.141 (2.198)] 2024-10-15 03:31:29,743 - Train: 87.67% [1096800/1251000] [876.7/1000.0] [batch_t 0.245 (0.241)] [data_t 0.010] [optim_t 0.235] [lr 0.000140] [CE 3.843 (4.024)] [KD 2.139 (2.187)] 2024-10-15 03:31:41,904 - Train: 87.68% [1096850/1251000] [876.8/1000.0] [batch_t 0.237 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.000140] [CE 4.213 (3.904)] [KD 2.219 (2.084)] 2024-10-15 03:31:54,037 - Train: 87.68% [1096900/1251000] [876.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.000140] [CE 4.168 (3.993)] [KD 2.218 (2.158)] 2024-10-15 03:32:06,581 - Train: 87.69% [1096950/1251000] [876.9/1000.0] [batch_t 0.208 (0.251)] [data_t 0.007] [optim_t 0.201] [lr 0.000140] [CE 3.860 (3.960)] [KD 2.017 (2.143)] 2024-10-15 03:32:18,887 - Train: 87.69% [1097000/1251000] [876.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.000140] [CE 3.982 (3.970)] [KD 2.076 (2.138)] 2024-10-15 03:32:31,310 - Train: 87.69% [1097050/1251000] [876.9/1000.0] [batch_t 0.246 (0.248)] [data_t 0.011] [optim_t 0.236] [lr 0.000140] [CE 3.578 (4.000)] [KD 1.932 (2.160)] 2024-10-15 03:32:43,368 - Train: 87.70% [1097100/1251000] [877.0/1000.0] [batch_t 0.244 (0.241)] [data_t 0.011] [optim_t 0.233] [lr 0.000140] [CE 3.664 (3.930)] [KD 2.003 (2.126)] 2024-10-15 03:32:59,000 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.171)] [top1_cnt 40308] [top5_cnt 47631] [top_all 50000] 2024-10-15 03:32:59,001 - net: 80.616 (95.262) 2024-10-15 03:33:07,802 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.159)] [top1_cnt 40781] [top5_cnt 47829] [top_all 50000] 2024-10-15 03:33:07,803 - net_E: 81.562 (95.658) 2024-10-15 03:33:07,991 - Max [top1: 80.684 (epoch: 874)] [top1-ema: 81.564 (epoch: 874)] 2024-10-15 03:33:07,992 - ==> Total time: 3 days, 6:55:00 Eta: 11:04:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:33:17,600 - Train: 87.70% [1097150/1251000] [877.0/1000.0] [batch_t 0.247 (0.274)] [data_t 0.007] [optim_t 0.240] [lr 0.000139] [CE 4.148 (3.885)] [KD 2.377 (2.068)] 2024-10-15 03:33:30,342 - Train: 87.71% [1097200/1251000] [877.1/1000.0] [batch_t 0.232 (0.255)] [data_t 0.009] [optim_t 0.222] [lr 0.000139] [CE 4.317 (3.965)] [KD 2.249 (2.141)] 2024-10-15 03:33:42,246 - Train: 87.71% [1097250/1251000] [877.1/1000.0] [batch_t 0.223 (0.238)] [data_t 0.008] [optim_t 0.215] [lr 0.000139] [CE 3.895 (3.931)] [KD 1.996 (2.113)] 2024-10-15 03:33:54,291 - Train: 87.71% [1097300/1251000] [877.1/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.000139] [CE 3.842 (3.889)] [KD 2.131 (2.099)] 2024-10-15 03:34:06,827 - Train: 87.72% [1097350/1251000] [877.2/1000.0] [batch_t 0.231 (0.251)] [data_t 0.010] [optim_t 0.221] [lr 0.000139] [CE 3.440 (3.976)] [KD 1.954 (2.159)] 2024-10-15 03:34:19,220 - Train: 87.72% [1097400/1251000] [877.2/1000.0] [batch_t 0.215 (0.248)] [data_t 0.008] [optim_t 0.207] [lr 0.000139] [CE 3.821 (3.990)] [KD 2.053 (2.171)] 2024-10-15 03:34:31,469 - Train: 87.73% [1097450/1251000] [877.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.010] [optim_t 0.223] [lr 0.000139] [CE 3.402 (3.881)] [KD 1.885 (2.102)] 2024-10-15 03:34:43,703 - Train: 87.73% [1097500/1251000] [877.3/1000.0] [batch_t 0.249 (0.245)] [data_t 0.006] [optim_t 0.243] [lr 0.000139] [CE 3.872 (3.988)] [KD 2.031 (2.177)] 2024-10-15 03:34:55,846 - Train: 87.73% [1097550/1251000] [877.3/1000.0] [batch_t 0.248 (0.243)] [data_t 0.007] [optim_t 0.241] [lr 0.000139] [CE 4.250 (3.987)] [KD 2.330 (2.157)] 2024-10-15 03:35:08,672 - Train: 87.74% [1097600/1251000] [877.4/1000.0] [batch_t 0.245 (0.256)] [data_t 0.007] [optim_t 0.238] [lr 0.000139] [CE 4.018 (3.946)] [KD 2.120 (2.136)] 2024-10-15 03:35:20,940 - Train: 87.74% [1097650/1251000] [877.4/1000.0] [batch_t 0.243 (0.245)] [data_t 0.008] [optim_t 0.235] [lr 0.000139] [CE 3.881 (3.941)] [KD 2.109 (2.157)] 2024-10-15 03:35:32,809 - Train: 87.75% [1097700/1251000] [877.5/1000.0] [batch_t 0.231 (0.237)] [data_t 0.010] [optim_t 0.221] [lr 0.000139] [CE 3.943 (3.880)] [KD 2.047 (2.119)] 2024-10-15 03:35:45,156 - Train: 87.75% [1097750/1251000] [877.5/1000.0] [batch_t 0.242 (0.247)] [data_t 0.007] [optim_t 0.235] [lr 0.000139] [CE 3.946 (3.906)] [KD 2.242 (2.114)] 2024-10-15 03:35:57,822 - Train: 87.75% [1097800/1251000] [877.5/1000.0] [batch_t 0.242 (0.253)] [data_t 0.007] [optim_t 0.235] [lr 0.000139] [CE 4.099 (3.912)] [KD 2.191 (2.113)] 2024-10-15 03:36:09,615 - Train: 87.76% [1097850/1251000] [877.6/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.000138] [CE 4.207 (3.977)] [KD 2.191 (2.175)] 2024-10-15 03:36:21,701 - Train: 87.76% [1097900/1251000] [877.6/1000.0] [batch_t 0.231 (0.242)] [data_t 0.010] [optim_t 0.221] [lr 0.000138] [CE 4.292 (3.977)] [KD 2.451 (2.165)] 2024-10-15 03:36:34,297 - Train: 87.77% [1097950/1251000] [877.7/1000.0] [batch_t 0.227 (0.252)] [data_t 0.009] [optim_t 0.218] [lr 0.000138] [CE 3.970 (3.966)] [KD 2.162 (2.166)] 2024-10-15 03:36:47,055 - Train: 87.77% [1098000/1251000] [877.7/1000.0] [batch_t 0.471 (0.255)] [data_t 0.007] [optim_t 0.464] [lr 0.000138] [CE 3.739 (3.906)] [KD 1.994 (2.120)] 2024-10-15 03:36:59,415 - Train: 87.77% [1098050/1251000] [877.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000138] [CE 3.356 (3.924)] [KD 1.789 (2.129)] 2024-10-15 03:37:11,632 - Train: 87.78% [1098100/1251000] [877.8/1000.0] [batch_t 0.243 (0.244)] [data_t 0.008] [optim_t 0.235] [lr 0.000138] [CE 3.629 (3.892)] [KD 2.020 (2.116)] 2024-10-15 03:37:23,872 - Train: 87.78% [1098150/1251000] [877.8/1000.0] [batch_t 0.229 (0.245)] [data_t 0.010] [optim_t 0.218] [lr 0.000138] [CE 4.508 (3.985)] [KD 2.529 (2.171)] 2024-10-15 03:37:36,587 - Train: 87.79% [1098200/1251000] [877.9/1000.0] [batch_t 0.521 (0.254)] [data_t 0.007] [optim_t 0.514] [lr 0.000138] [CE 4.205 (3.893)] [KD 2.284 (2.123)] 2024-10-15 03:37:49,064 - Train: 87.79% [1098250/1251000] [877.9/1000.0] [batch_t 0.234 (0.249)] [data_t 0.007] [optim_t 0.226] [lr 0.000138] [CE 3.871 (3.960)] [KD 1.995 (2.137)] 2024-10-15 03:38:01,261 - Train: 87.79% [1098300/1251000] [877.9/1000.0] [batch_t 0.243 (0.244)] [data_t 0.006] [optim_t 0.237] [lr 0.000138] [CE 3.529 (3.959)] [KD 2.017 (2.141)] 2024-10-15 03:38:13,839 - Train: 87.80% [1098350/1251000] [878.0/1000.0] [batch_t 0.237 (0.251)] [data_t 0.011] [optim_t 0.227] [lr 0.000138] [CE 3.783 (3.901)] [KD 1.868 (2.124)] 2024-10-15 03:38:30,232 - Test (net): 100.00% [50/50] [batch_t 0.385 (0.181)] [top1_cnt 40234] [top5_cnt 47599] [top_all 50000] 2024-10-15 03:38:30,233 - net: 80.468 (95.198) 2024-10-15 03:38:40,006 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.179)] [top1_cnt 40755] [top5_cnt 47843] [top_all 50000] 2024-10-15 03:38:40,007 - net_E: 81.510 (95.686) 2024-10-15 03:38:40,255 - Max [top1: 80.684 (epoch: 874)] [top1-ema: 81.564 (epoch: 874)] 2024-10-15 03:38:40,255 - ==> Total time: 3 days, 7:00:33 Eta: 10:58:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:38:49,905 - Train: 87.80% [1098400/1251000] [878.0/1000.0] [batch_t 0.441 (0.299)] [data_t 0.008] [optim_t 0.433] [lr 0.000138] [CE 4.564 (3.955)] [KD 2.389 (2.149)] 2024-10-15 03:39:01,966 - Train: 87.81% [1098450/1251000] [878.1/1000.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.000138] [CE 3.850 (3.937)] [KD 1.935 (2.120)] 2024-10-15 03:39:14,389 - Train: 87.81% [1098500/1251000] [878.1/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.000138] [CE 3.847 (3.838)] [KD 1.956 (2.084)] 2024-10-15 03:39:26,838 - Train: 87.81% [1098550/1251000] [878.1/1000.0] [batch_t 0.257 (0.249)] [data_t 0.009] [optim_t 0.247] [lr 0.000138] [CE 3.888 (3.954)] [KD 1.971 (2.139)] 2024-10-15 03:39:38,970 - Train: 87.82% [1098600/1251000] [878.2/1000.0] [batch_t 0.242 (0.242)] [data_t 0.007] [optim_t 0.235] [lr 0.000137] [CE 4.025 (3.975)] [KD 2.190 (2.142)] 2024-10-15 03:39:51,490 - Train: 87.82% [1098650/1251000] [878.2/1000.0] [batch_t 0.231 (0.250)] [data_t 0.007] [optim_t 0.224] [lr 0.000137] [CE 4.020 (3.921)] [KD 2.171 (2.109)] 2024-10-15 03:40:03,441 - Train: 87.83% [1098700/1251000] [878.3/1000.0] [batch_t 0.276 (0.239)] [data_t 0.010] [optim_t 0.266] [lr 0.000137] [CE 3.838 (3.898)] [KD 1.992 (2.103)] 2024-10-15 03:40:16,117 - Train: 87.83% [1098750/1251000] [878.3/1000.0] [batch_t 0.234 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000137] [CE 3.705 (3.850)] [KD 1.899 (2.075)] 2024-10-15 03:40:28,643 - Train: 87.83% [1098800/1251000] [878.3/1000.0] [batch_t 0.243 (0.250)] [data_t 0.008] [optim_t 0.235] [lr 0.000137] [CE 3.926 (3.904)] [KD 2.023 (2.127)] 2024-10-15 03:40:40,397 - Train: 87.84% [1098850/1251000] [878.4/1000.0] [batch_t 0.220 (0.235)] [data_t 0.008] [optim_t 0.212] [lr 0.000137] [CE 4.055 (3.933)] [KD 2.147 (2.148)] 2024-10-15 03:40:52,660 - Train: 87.84% [1098900/1251000] [878.4/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.000137] [CE 3.648 (3.941)] [KD 1.831 (2.098)] 2024-10-15 03:41:05,292 - Train: 87.85% [1098950/1251000] [878.5/1000.0] [batch_t 0.237 (0.252)] [data_t 0.011] [optim_t 0.226] [lr 0.000137] [CE 3.331 (3.849)] [KD 1.892 (2.073)] 2024-10-15 03:41:17,429 - Train: 87.85% [1099000/1251000] [878.5/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.000137] [CE 3.797 (3.938)] [KD 2.208 (2.134)] 2024-10-15 03:41:29,770 - Train: 87.85% [1099050/1251000] [878.5/1000.0] [batch_t 0.220 (0.247)] [data_t 0.008] [optim_t 0.212] [lr 0.000137] [CE 4.399 (3.905)] [KD 2.528 (2.136)] 2024-10-15 03:41:42,003 - Train: 87.86% [1099100/1251000] [878.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.011] [optim_t 0.224] [lr 0.000137] [CE 3.850 (3.933)] [KD 2.259 (2.138)] 2024-10-15 03:41:54,388 - Train: 87.86% [1099150/1251000] [878.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.227] [lr 0.000137] [CE 4.481 (4.011)] [KD 2.485 (2.180)] 2024-10-15 03:42:06,626 - Train: 87.87% [1099200/1251000] [878.7/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.000137] [CE 3.796 (3.911)] [KD 1.978 (2.134)] 2024-10-15 03:42:19,253 - Train: 87.87% [1099250/1251000] [878.7/1000.0] [batch_t 0.242 (0.252)] [data_t 0.008] [optim_t 0.234] [lr 0.000137] [CE 3.838 (3.941)] [KD 2.143 (2.126)] 2024-10-15 03:42:31,469 - Train: 87.87% [1099300/1251000] [878.7/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.000136] [CE 3.767 (4.002)] [KD 1.992 (2.159)] 2024-10-15 03:42:44,001 - Train: 87.88% [1099350/1251000] [878.8/1000.0] [batch_t 0.244 (0.250)] [data_t 0.007] [optim_t 0.236] [lr 0.000136] [CE 4.284 (4.023)] [KD 2.137 (2.153)] 2024-10-15 03:42:56,846 - Train: 87.88% [1099400/1251000] [878.8/1000.0] [batch_t 0.233 (0.257)] [data_t 0.008] [optim_t 0.225] [lr 0.000136] [CE 4.167 (3.857)] [KD 2.135 (2.121)] 2024-10-15 03:43:08,803 - Train: 87.89% [1099450/1251000] [878.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.000136] [CE 3.067 (3.970)] [KD 1.693 (2.150)] 2024-10-15 03:43:21,006 - Train: 87.89% [1099500/1251000] [878.9/1000.0] [batch_t 0.236 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.000136] [CE 4.374 (3.943)] [KD 2.426 (2.133)] 2024-10-15 03:43:34,122 - Train: 87.89% [1099550/1251000] [878.9/1000.0] [batch_t 0.225 (0.262)] [data_t 0.010] [optim_t 0.214] [lr 0.000136] [CE 3.793 (4.005)] [KD 2.023 (2.138)] 2024-10-15 03:43:46,253 - Train: 87.90% [1099600/1251000] [879.0/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.222] [lr 0.000136] [CE 4.148 (3.939)] [KD 2.240 (2.134)] 2024-10-15 03:44:02,398 - Test (net): 100.00% [50/50] [batch_t 0.598 (0.175)] [top1_cnt 40393] [top5_cnt 47618] [top_all 50000] 2024-10-15 03:44:02,399 - net: 80.786 (95.236) 2024-10-15 03:44:11,891 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.174)] [top1_cnt 40775] [top5_cnt 47837] [top_all 50000] 2024-10-15 03:44:11,892 - net_E: 81.550 (95.674) 2024-10-15 03:44:12,132 - Max [top1: 80.786 (epoch: 879)] [top1-ema: 81.564 (epoch: 874)] 2024-10-15 03:44:12,133 - ==> Total time: 3 days, 7:06:04 Eta: 10:53:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:44:29,873 - Train: 87.90% [1099650/1251000] [879.0/1000.0] [batch_t 0.230 (0.260)] [data_t 0.009] [optim_t 0.221] [lr 0.000136] [CE 3.766 (3.898)] [KD 2.191 (2.088)] 2024-10-15 03:44:42,040 - Train: 87.91% [1099700/1251000] [879.1/1000.0] [batch_t 0.224 (0.243)] [data_t 0.009] [optim_t 0.215] [lr 0.000136] [CE 4.056 (3.901)] [KD 2.248 (2.100)] 2024-10-15 03:44:54,256 - Train: 87.91% [1099750/1251000] [879.1/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.000136] [CE 4.031 (3.998)] [KD 2.221 (2.159)] 2024-10-15 03:45:06,584 - Train: 87.91% [1099800/1251000] [879.1/1000.0] [batch_t 0.220 (0.246)] [data_t 0.009] [optim_t 0.211] [lr 0.000136] [CE 3.869 (3.920)] [KD 2.060 (2.089)] 2024-10-15 03:45:18,654 - Train: 87.92% [1099850/1251000] [879.2/1000.0] [batch_t 0.253 (0.241)] [data_t 0.007] [optim_t 0.245] [lr 0.000136] [CE 4.280 (3.918)] [KD 2.296 (2.137)] 2024-10-15 03:45:30,816 - Train: 87.92% [1099900/1251000] [879.2/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000136] [CE 4.300 (3.923)] [KD 2.393 (2.111)] 2024-10-15 03:45:42,810 - Train: 87.93% [1099950/1251000] [879.3/1000.0] [batch_t 0.244 (0.240)] [data_t 0.007] [optim_t 0.238] [lr 0.000136] [CE 4.108 (3.958)] [KD 2.225 (2.150)] 2024-10-15 03:45:55,267 - Train: 87.93% [1100000/1251000] [879.3/1000.0] [batch_t 0.235 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.000135] [CE 3.671 (3.896)] [KD 1.995 (2.118)] 2024-10-15 03:46:07,649 - Train: 87.93% [1100050/1251000] [879.3/1000.0] [batch_t 0.249 (0.247)] [data_t 0.010] [optim_t 0.239] [lr 0.000135] [CE 3.606 (3.967)] [KD 1.990 (2.139)] 2024-10-15 03:46:19,869 - Train: 87.94% [1100100/1251000] [879.4/1000.0] [batch_t 0.243 (0.244)] [data_t 0.010] [optim_t 0.233] [lr 0.000135] [CE 3.780 (3.964)] [KD 2.024 (2.141)] 2024-10-15 03:46:32,706 - Train: 87.94% [1100150/1251000] [879.4/1000.0] [batch_t 0.229 (0.257)] [data_t 0.007] [optim_t 0.222] [lr 0.000135] [CE 3.657 (3.919)] [KD 1.884 (2.103)] 2024-10-15 03:46:45,001 - Train: 87.95% [1100200/1251000] [879.5/1000.0] [batch_t 0.271 (0.246)] [data_t 0.007] [optim_t 0.264] [lr 0.000135] [CE 4.393 (4.015)] [KD 2.474 (2.174)] 2024-10-15 03:46:56,906 - Train: 87.95% [1100250/1251000] [879.5/1000.0] [batch_t 0.228 (0.238)] [data_t 0.010] [optim_t 0.218] [lr 0.000135] [CE 3.737 (3.891)] [KD 2.056 (2.093)] 2024-10-15 03:47:09,129 - Train: 87.95% [1100300/1251000] [879.5/1000.0] [batch_t 0.231 (0.244)] [data_t 0.010] [optim_t 0.221] [lr 0.000135] [CE 4.184 (3.941)] [KD 2.264 (2.111)] 2024-10-15 03:47:21,247 - Train: 87.96% [1100350/1251000] [879.6/1000.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000135] [CE 3.482 (3.891)] [KD 1.948 (2.111)] 2024-10-15 03:47:33,542 - Train: 87.96% [1100400/1251000] [879.6/1000.0] [batch_t 0.231 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.000135] [CE 3.068 (3.900)] [KD 1.659 (2.098)] 2024-10-15 03:47:46,040 - Train: 87.97% [1100450/1251000] [879.7/1000.0] [batch_t 0.249 (0.250)] [data_t 0.007] [optim_t 0.241] [lr 0.000135] [CE 3.622 (3.923)] [KD 2.075 (2.120)] 2024-10-15 03:47:58,115 - Train: 87.97% [1100500/1251000] [879.7/1000.0] [batch_t 0.230 (0.241)] [data_t 0.011] [optim_t 0.219] [lr 0.000135] [CE 3.498 (3.917)] [KD 1.945 (2.127)] 2024-10-15 03:48:10,356 - Train: 87.97% [1100550/1251000] [879.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.008] [optim_t 0.234] [lr 0.000135] [CE 3.317 (3.945)] [KD 1.900 (2.126)] 2024-10-15 03:48:22,719 - Train: 87.98% [1100600/1251000] [879.8/1000.0] [batch_t 0.244 (0.247)] [data_t 0.011] [optim_t 0.233] [lr 0.000135] [CE 4.619 (3.927)] [KD 2.362 (2.126)] 2024-10-15 03:48:34,656 - Train: 87.98% [1100650/1251000] [879.8/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000135] [CE 4.237 (3.866)] [KD 2.132 (2.098)] 2024-10-15 03:48:46,738 - Train: 87.99% [1100700/1251000] [879.9/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.000135] [CE 3.513 (3.950)] [KD 1.971 (2.126)] 2024-10-15 03:48:58,764 - Train: 87.99% [1100750/1251000] [879.9/1000.0] [batch_t 0.264 (0.240)] [data_t 0.007] [optim_t 0.257] [lr 0.000134] [CE 3.668 (3.917)] [KD 1.945 (2.140)] 2024-10-15 03:49:11,304 - Train: 87.99% [1100800/1251000] [879.9/1000.0] [batch_t 0.249 (0.251)] [data_t 0.007] [optim_t 0.242] [lr 0.000134] [CE 3.927 (3.970)] [KD 2.081 (2.147)] 2024-10-15 03:49:23,609 - Train: 88.00% [1100850/1251000] [880.0/1000.0] [batch_t 0.239 (0.246)] [data_t 0.006] [optim_t 0.233] [lr 0.000134] [CE 3.562 (3.861)] [KD 1.883 (2.079)] 2024-10-15 03:49:41,422 - Test (net): 100.00% [50/50] [batch_t 0.617 (0.205)] [top1_cnt 40243] [top5_cnt 47640] [top_all 50000] 2024-10-15 03:49:41,422 - net: 80.486 (95.280) 2024-10-15 03:49:51,239 - Test (net_E): 100.00% [50/50] [batch_t 0.107 (0.179)] [top1_cnt 40780] [top5_cnt 47831] [top_all 50000] 2024-10-15 03:49:51,240 - net_E: 81.560 (95.662) 2024-10-15 03:49:51,462 - Max [top1: 80.786 (epoch: 879)] [top1-ema: 81.564 (epoch: 874)] 2024-10-15 03:49:51,463 - ==> Total time: 3 days, 7:11:44 Eta: 10:47:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:50:00,540 - Train: 88.00% [1100900/1251000] [880.0/1000.0] [batch_t 0.238 (0.273)] [data_t 0.007] [optim_t 0.231] [lr 0.000134] [CE 4.182 (3.938)] [KD 2.214 (2.100)] 2024-10-15 03:50:12,908 - Train: 88.01% [1100950/1251000] [880.1/1000.0] [batch_t 0.240 (0.247)] [data_t 0.008] [optim_t 0.232] [lr 0.000134] [CE 3.690 (3.884)] [KD 2.247 (2.107)] 2024-10-15 03:50:25,565 - Train: 88.01% [1101000/1251000] [880.1/1000.0] [batch_t 0.246 (0.253)] [data_t 0.008] [optim_t 0.238] [lr 0.000134] [CE 3.829 (3.931)] [KD 1.950 (2.113)] 2024-10-15 03:50:37,915 - Train: 88.01% [1101050/1251000] [880.1/1000.0] [batch_t 0.241 (0.247)] [data_t 0.007] [optim_t 0.234] [lr 0.000134] [CE 3.933 (3.857)] [KD 2.141 (2.063)] 2024-10-15 03:50:50,247 - Train: 88.02% [1101100/1251000] [880.2/1000.0] [batch_t 0.230 (0.246)] [data_t 0.008] [optim_t 0.222] [lr 0.000134] [CE 3.953 (3.950)] [KD 2.086 (2.118)] 2024-10-15 03:51:02,846 - Train: 88.02% [1101150/1251000] [880.2/1000.0] [batch_t 0.240 (0.252)] [data_t 0.007] [optim_t 0.233] [lr 0.000134] [CE 3.849 (3.957)] [KD 2.000 (2.124)] 2024-10-15 03:51:15,279 - Train: 88.03% [1101200/1251000] [880.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.011] [optim_t 0.226] [lr 0.000134] [CE 3.705 (3.943)] [KD 1.974 (2.118)] 2024-10-15 03:51:27,634 - Train: 88.03% [1101250/1251000] [880.3/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.000134] [CE 3.755 (3.909)] [KD 2.151 (2.121)] 2024-10-15 03:51:39,979 - Train: 88.03% [1101300/1251000] [880.3/1000.0] [batch_t 0.249 (0.247)] [data_t 0.010] [optim_t 0.239] [lr 0.000134] [CE 3.477 (3.924)] [KD 1.866 (2.116)] 2024-10-15 03:51:52,562 - Train: 88.04% [1101350/1251000] [880.4/1000.0] [batch_t 0.241 (0.251)] [data_t 0.008] [optim_t 0.234] [lr 0.000134] [CE 4.168 (3.958)] [KD 2.311 (2.135)] 2024-10-15 03:52:04,374 - Train: 88.04% [1101400/1251000] [880.4/1000.0] [batch_t 0.247 (0.236)] [data_t 0.011] [optim_t 0.236] [lr 0.000134] [CE 3.623 (3.890)] [KD 1.995 (2.099)] 2024-10-15 03:52:17,120 - Train: 88.05% [1101450/1251000] [880.5/1000.0] [batch_t 0.260 (0.255)] [data_t 0.009] [optim_t 0.251] [lr 0.000134] [CE 3.619 (3.861)] [KD 2.087 (2.101)] 2024-10-15 03:52:29,813 - Train: 88.05% [1101500/1251000] [880.5/1000.0] [batch_t 0.240 (0.254)] [data_t 0.008] [optim_t 0.232] [lr 0.000133] [CE 4.465 (3.959)] [KD 2.365 (2.114)] 2024-10-15 03:52:42,073 - Train: 88.05% [1101550/1251000] [880.5/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.000133] [CE 4.060 (3.903)] [KD 2.154 (2.098)] 2024-10-15 03:52:54,691 - Train: 88.06% [1101600/1251000] [880.6/1000.0] [batch_t 0.235 (0.252)] [data_t 0.008] [optim_t 0.228] [lr 0.000133] [CE 3.995 (3.957)] [KD 1.920 (2.117)] 2024-10-15 03:53:07,435 - Train: 88.06% [1101650/1251000] [880.6/1000.0] [batch_t 0.233 (0.255)] [data_t 0.007] [optim_t 0.226] [lr 0.000133] [CE 4.064 (3.986)] [KD 2.268 (2.154)] 2024-10-15 03:53:19,403 - Train: 88.07% [1101700/1251000] [880.7/1000.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.000133] [CE 3.526 (3.942)] [KD 1.850 (2.122)] 2024-10-15 03:53:32,249 - Train: 88.07% [1101750/1251000] [880.7/1000.0] [batch_t 0.431 (0.257)] [data_t 0.007] [optim_t 0.423] [lr 0.000133] [CE 3.639 (3.883)] [KD 1.874 (2.083)] 2024-10-15 03:53:44,336 - Train: 88.07% [1101800/1251000] [880.7/1000.0] [batch_t 0.225 (0.242)] [data_t 0.010] [optim_t 0.215] [lr 0.000133] [CE 3.977 (3.877)] [KD 2.005 (2.102)] 2024-10-15 03:53:56,433 - Train: 88.08% [1101850/1251000] [880.8/1000.0] [batch_t 0.236 (0.242)] [data_t 0.010] [optim_t 0.226] [lr 0.000133] [CE 3.861 (3.922)] [KD 2.060 (2.126)] 2024-10-15 03:54:08,675 - Train: 88.08% [1101900/1251000] [880.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.011] [optim_t 0.228] [lr 0.000133] [CE 3.527 (3.939)] [KD 1.733 (2.132)] 2024-10-15 03:54:21,593 - Train: 88.09% [1101950/1251000] [880.9/1000.0] [batch_t 0.558 (0.258)] [data_t 0.008] [optim_t 0.549] [lr 0.000133] [CE 3.681 (3.843)] [KD 1.989 (2.082)] 2024-10-15 03:54:33,515 - Train: 88.09% [1102000/1251000] [880.9/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.221] [lr 0.000133] [CE 4.158 (3.860)] [KD 2.232 (2.082)] 2024-10-15 03:54:45,859 - Train: 88.09% [1102050/1251000] [880.9/1000.0] [batch_t 0.243 (0.247)] [data_t 0.010] [optim_t 0.233] [lr 0.000133] [CE 4.192 (3.948)] [KD 2.269 (2.148)] 2024-10-15 03:54:58,400 - Train: 88.10% [1102100/1251000] [881.0/1000.0] [batch_t 0.258 (0.251)] [data_t 0.010] [optim_t 0.248] [lr 0.000133] [CE 4.465 (3.971)] [KD 2.490 (2.174)] 2024-10-15 03:55:15,692 - Test (net): 100.00% [50/50] [batch_t 0.171 (0.187)] [top1_cnt 40389] [top5_cnt 47644] [top_all 50000] 2024-10-15 03:55:15,693 - net: 80.778 (95.288) 2024-10-15 03:55:25,483 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.178)] [top1_cnt 40775] [top5_cnt 47833] [top_all 50000] 2024-10-15 03:55:25,484 - net_E: 81.550 (95.666) 2024-10-15 03:55:25,702 - Max [top1: 80.786 (epoch: 879)] [top1-ema: 81.564 (epoch: 874)] 2024-10-15 03:55:25,702 - ==> Total time: 3 days, 7:17:18 Eta: 10:42:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 03:55:34,008 - Train: 88.10% [1102150/1251000] [881.0/1000.0] [batch_t 0.223 (0.263)] [data_t 0.009] [optim_t 0.214] [lr 0.000133] [CE 4.092 (3.923)] [KD 2.161 (2.098)] 2024-10-15 03:55:46,111 - Train: 88.11% [1102200/1251000] [881.1/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.000132] [CE 4.362 (3.914)] [KD 2.329 (2.101)] 2024-10-15 03:55:58,551 - Train: 88.11% [1102250/1251000] [881.1/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000132] [CE 3.781 (3.928)] [KD 2.063 (2.116)] 2024-10-15 03:56:10,455 - Train: 88.11% [1102300/1251000] [881.1/1000.0] [batch_t 0.238 (0.238)] [data_t 0.010] [optim_t 0.228] [lr 0.000132] [CE 3.425 (3.974)] [KD 1.942 (2.141)] 2024-10-15 03:56:22,577 - Train: 88.12% [1102350/1251000] [881.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.000132] [CE 3.998 (3.949)] [KD 2.158 (2.137)] 2024-10-15 03:56:34,463 - Train: 88.12% [1102400/1251000] [881.2/1000.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.000132] [CE 3.707 (3.956)] [KD 2.028 (2.124)] 2024-10-15 03:56:46,505 - Train: 88.13% [1102450/1251000] [881.3/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.000132] [CE 3.634 (3.946)] [KD 1.926 (2.123)] 2024-10-15 03:56:58,538 - Train: 88.13% [1102500/1251000] [881.3/1000.0] [batch_t 0.227 (0.241)] [data_t 0.010] [optim_t 0.217] [lr 0.000132] [CE 3.809 (3.955)] [KD 2.093 (2.129)] 2024-10-15 03:57:10,445 - Train: 88.13% [1102550/1251000] [881.3/1000.0] [batch_t 0.240 (0.238)] [data_t 0.011] [optim_t 0.229] [lr 0.000132] [CE 3.761 (3.933)] [KD 2.062 (2.120)] 2024-10-15 03:57:22,875 - Train: 88.14% [1102600/1251000] [881.4/1000.0] [batch_t 0.237 (0.248)] [data_t 0.008] [optim_t 0.229] [lr 0.000132] [CE 4.170 (3.928)] [KD 2.097 (2.131)] 2024-10-15 03:57:35,925 - Train: 88.14% [1102650/1251000] [881.4/1000.0] [batch_t 0.239 (0.261)] [data_t 0.009] [optim_t 0.230] [lr 0.000132] [CE 3.561 (3.961)] [KD 1.976 (2.139)] 2024-10-15 03:57:48,273 - Train: 88.15% [1102700/1251000] [881.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000132] [CE 4.285 (3.880)] [KD 2.394 (2.096)] 2024-10-15 03:58:00,481 - Train: 88.15% [1102750/1251000] [881.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000132] [CE 3.904 (3.918)] [KD 2.233 (2.138)] 2024-10-15 03:58:12,632 - Train: 88.15% [1102800/1251000] [881.5/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.000132] [CE 3.657 (3.925)] [KD 1.921 (2.092)] 2024-10-15 03:58:24,918 - Train: 88.16% [1102850/1251000] [881.6/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000132] [CE 4.066 (3.926)] [KD 2.131 (2.122)] 2024-10-15 03:58:37,678 - Train: 88.16% [1102900/1251000] [881.6/1000.0] [batch_t 0.239 (0.255)] [data_t 0.010] [optim_t 0.229] [lr 0.000132] [CE 4.104 (3.823)] [KD 2.229 (2.069)] 2024-10-15 03:58:50,710 - Train: 88.17% [1102950/1251000] [881.7/1000.0] [batch_t 0.244 (0.260)] [data_t 0.008] [optim_t 0.235] [lr 0.000131] [CE 4.252 (3.875)] [KD 2.377 (2.103)] 2024-10-15 03:59:02,812 - Train: 88.17% [1103000/1251000] [881.7/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.232] [lr 0.000131] [CE 3.421 (3.923)] [KD 1.758 (2.127)] 2024-10-15 03:59:15,388 - Train: 88.17% [1103050/1251000] [881.7/1000.0] [batch_t 0.237 (0.251)] [data_t 0.007] [optim_t 0.230] [lr 0.000131] [CE 3.401 (3.920)] [KD 1.898 (2.110)] 2024-10-15 03:59:27,935 - Train: 88.18% [1103100/1251000] [881.8/1000.0] [batch_t 0.229 (0.251)] [data_t 0.008] [optim_t 0.221] [lr 0.000131] [CE 4.225 (3.992)] [KD 2.296 (2.134)] 2024-10-15 03:59:39,728 - Train: 88.18% [1103150/1251000] [881.8/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.231] [lr 0.000131] [CE 4.164 (3.939)] [KD 2.131 (2.113)] 2024-10-15 03:59:51,782 - Train: 88.19% [1103200/1251000] [881.9/1000.0] [batch_t 0.240 (0.241)] [data_t 0.007] [optim_t 0.233] [lr 0.000131] [CE 3.756 (3.895)] [KD 1.943 (2.097)] 2024-10-15 04:00:04,820 - Train: 88.19% [1103250/1251000] [881.9/1000.0] [batch_t 0.229 (0.261)] [data_t 0.008] [optim_t 0.221] [lr 0.000131] [CE 4.167 (3.945)] [KD 2.274 (2.122)] 2024-10-15 04:00:17,182 - Train: 88.19% [1103300/1251000] [881.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000131] [CE 4.016 (3.988)] [KD 2.015 (2.130)] 2024-10-15 04:00:29,314 - Train: 88.20% [1103350/1251000] [882.0/1000.0] [batch_t 0.334 (0.242)] [data_t 0.007] [optim_t 0.327] [lr 0.000131] [CE 4.078 (3.960)] [KD 2.141 (2.129)] 2024-10-15 04:00:46,285 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.182)] [top1_cnt 40384] [top5_cnt 47635] [top_all 50000] 2024-10-15 04:00:46,286 - net: 80.768 (95.270) 2024-10-15 04:00:55,787 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 40758] [top5_cnt 47825] [top_all 50000] 2024-10-15 04:00:55,788 - net_E: 81.516 (95.650) 2024-10-15 04:00:56,016 - Max [top1: 80.786 (epoch: 879)] [top1-ema: 81.564 (epoch: 874)] 2024-10-15 04:00:56,017 - ==> Total time: 3 days, 7:22:48 Eta: 10:37:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:01:04,081 - Train: 88.20% [1103400/1251000] [882.0/1000.0] [batch_t 0.236 (0.277)] [data_t 0.007] [optim_t 0.229] [lr 0.000131] [CE 4.063 (4.000)] [KD 2.273 (2.145)] 2024-10-15 04:01:16,612 - Train: 88.21% [1103450/1251000] [882.1/1000.0] [batch_t 0.253 (0.250)] [data_t 0.007] [optim_t 0.246] [lr 0.000131] [CE 3.780 (3.890)] [KD 2.054 (2.084)] 2024-10-15 04:01:29,437 - Train: 88.21% [1103500/1251000] [882.1/1000.0] [batch_t 0.243 (0.256)] [data_t 0.007] [optim_t 0.236] [lr 0.000131] [CE 4.062 (3.914)] [KD 2.158 (2.113)] 2024-10-15 04:01:41,489 - Train: 88.21% [1103550/1251000] [882.1/1000.0] [batch_t 0.242 (0.241)] [data_t 0.007] [optim_t 0.236] [lr 0.000131] [CE 4.101 (3.941)] [KD 2.097 (2.128)] 2024-10-15 04:01:53,575 - Train: 88.22% [1103600/1251000] [882.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.219] [lr 0.000131] [CE 3.522 (3.860)] [KD 1.912 (2.095)] 2024-10-15 04:02:05,981 - Train: 88.22% [1103650/1251000] [882.2/1000.0] [batch_t 0.240 (0.248)] [data_t 0.007] [optim_t 0.232] [lr 0.000131] [CE 3.438 (3.939)] [KD 1.868 (2.120)] 2024-10-15 04:02:18,427 - Train: 88.23% [1103700/1251000] [882.3/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.235] [lr 0.000130] [CE 4.333 (3.973)] [KD 2.376 (2.168)] 2024-10-15 04:02:31,164 - Train: 88.23% [1103750/1251000] [882.3/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.000130] [CE 3.585 (3.931)] [KD 2.031 (2.116)] 2024-10-15 04:02:43,587 - Train: 88.23% [1103800/1251000] [882.3/1000.0] [batch_t 0.244 (0.248)] [data_t 0.007] [optim_t 0.237] [lr 0.000130] [CE 3.582 (3.935)] [KD 2.013 (2.122)] 2024-10-15 04:02:55,525 - Train: 88.24% [1103850/1251000] [882.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.000130] [CE 4.179 (4.000)] [KD 2.225 (2.166)] 2024-10-15 04:03:08,105 - Train: 88.24% [1103900/1251000] [882.4/1000.0] [batch_t 0.221 (0.251)] [data_t 0.007] [optim_t 0.215] [lr 0.000130] [CE 3.570 (3.919)] [KD 1.957 (2.108)] 2024-10-15 04:03:20,686 - Train: 88.25% [1103950/1251000] [882.5/1000.0] [batch_t 0.232 (0.251)] [data_t 0.007] [optim_t 0.225] [lr 0.000130] [CE 3.287 (3.939)] [KD 1.719 (2.093)] 2024-10-15 04:03:32,868 - Train: 88.25% [1104000/1251000] [882.5/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.000130] [CE 3.663 (3.997)] [KD 1.916 (2.164)] 2024-10-15 04:03:44,758 - Train: 88.25% [1104050/1251000] [882.5/1000.0] [batch_t 0.229 (0.238)] [data_t 0.010] [optim_t 0.219] [lr 0.000130] [CE 4.060 (3.957)] [KD 2.189 (2.125)] 2024-10-15 04:03:57,406 - Train: 88.26% [1104100/1251000] [882.6/1000.0] [batch_t 0.238 (0.253)] [data_t 0.006] [optim_t 0.231] [lr 0.000130] [CE 4.164 (3.943)] [KD 2.182 (2.125)] 2024-10-15 04:04:09,526 - Train: 88.26% [1104150/1251000] [882.6/1000.0] [batch_t 0.226 (0.242)] [data_t 0.007] [optim_t 0.218] [lr 0.000130] [CE 3.610 (3.861)] [KD 2.024 (2.071)] 2024-10-15 04:04:21,514 - Train: 88.27% [1104200/1251000] [882.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.010] [optim_t 0.228] [lr 0.000130] [CE 4.017 (3.952)] [KD 2.235 (2.121)] 2024-10-15 04:04:33,867 - Train: 88.27% [1104250/1251000] [882.7/1000.0] [batch_t 0.215 (0.247)] [data_t 0.006] [optim_t 0.208] [lr 0.000130] [CE 4.360 (3.933)] [KD 2.412 (2.118)] 2024-10-15 04:04:46,373 - Train: 88.27% [1104300/1251000] [882.7/1000.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000130] [CE 4.019 (3.914)] [KD 2.073 (2.086)] 2024-10-15 04:04:58,533 - Train: 88.28% [1104350/1251000] [882.8/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.000130] [CE 3.462 (3.924)] [KD 1.787 (2.127)] 2024-10-15 04:05:10,766 - Train: 88.28% [1104400/1251000] [882.8/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000130] [CE 3.721 (3.893)] [KD 2.010 (2.088)] 2024-10-15 04:05:22,814 - Train: 88.29% [1104450/1251000] [882.9/1000.0] [batch_t 0.246 (0.241)] [data_t 0.008] [optim_t 0.238] [lr 0.000129] [CE 4.087 (3.958)] [KD 2.147 (2.123)] 2024-10-15 04:05:35,198 - Train: 88.29% [1104500/1251000] [882.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.006] [optim_t 0.234] [lr 0.000129] [CE 4.127 (3.933)] [KD 2.144 (2.124)] 2024-10-15 04:05:47,358 - Train: 88.29% [1104550/1251000] [882.9/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.227] [lr 0.000129] [CE 3.889 (3.936)] [KD 2.218 (2.113)] 2024-10-15 04:05:59,550 - Train: 88.30% [1104600/1251000] [883.0/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.000129] [CE 4.211 (3.961)] [KD 2.076 (2.114)] 2024-10-15 04:06:16,311 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.168)] [top1_cnt 40361] [top5_cnt 47649] [top_all 50000] 2024-10-15 04:06:16,312 - net: 80.722 (95.298) 2024-10-15 04:06:25,840 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 40786] [top5_cnt 47847] [top_all 50000] 2024-10-15 04:06:25,841 - net_E: 81.572 (95.694) 2024-10-15 04:06:26,063 - Max [top1: 80.786 (epoch: 879)] [top1-ema: 81.572 (epoch: 883)] 2024-10-15 04:06:26,064 - ==> Total time: 3 days, 7:28:18 Eta: 10:31:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:06:42,891 - Train: 88.30% [1104650/1251000] [883.0/1000.0] [batch_t 0.255 (0.270)] [data_t 0.007] [optim_t 0.248] [lr 0.000129] [CE 3.635 (3.931)] [KD 1.985 (2.139)] 2024-10-15 04:06:54,975 - Train: 88.31% [1104700/1251000] [883.1/1000.0] [batch_t 0.260 (0.242)] [data_t 0.007] [optim_t 0.254] [lr 0.000129] [CE 4.114 (3.939)] [KD 2.230 (2.109)] 2024-10-15 04:07:08,123 - Train: 88.31% [1104750/1251000] [883.1/1000.0] [batch_t 0.235 (0.263)] [data_t 0.009] [optim_t 0.226] [lr 0.000129] [CE 3.922 (3.898)] [KD 2.345 (2.098)] 2024-10-15 04:07:20,083 - Train: 88.31% [1104800/1251000] [883.1/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.000129] [CE 3.883 (3.916)] [KD 2.027 (2.083)] 2024-10-15 04:07:32,068 - Train: 88.32% [1104850/1251000] [883.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.000129] [CE 3.958 (3.963)] [KD 2.099 (2.126)] 2024-10-15 04:07:44,307 - Train: 88.32% [1104900/1251000] [883.2/1000.0] [batch_t 0.222 (0.245)] [data_t 0.007] [optim_t 0.215] [lr 0.000129] [CE 4.363 (3.965)] [KD 2.368 (2.125)] 2024-10-15 04:07:56,746 - Train: 88.33% [1104950/1251000] [883.3/1000.0] [batch_t 0.225 (0.249)] [data_t 0.007] [optim_t 0.217] [lr 0.000129] [CE 4.058 (3.865)] [KD 2.223 (2.087)] 2024-10-15 04:08:08,599 - Train: 88.33% [1105000/1251000] [883.3/1000.0] [batch_t 0.224 (0.237)] [data_t 0.008] [optim_t 0.216] [lr 0.000129] [CE 4.062 (3.967)] [KD 2.282 (2.132)] 2024-10-15 04:08:21,113 - Train: 88.33% [1105050/1251000] [883.3/1000.0] [batch_t 0.236 (0.250)] [data_t 0.008] [optim_t 0.228] [lr 0.000129] [CE 3.870 (3.903)] [KD 2.141 (2.097)] 2024-10-15 04:08:33,267 - Train: 88.34% [1105100/1251000] [883.4/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.000129] [CE 3.667 (3.922)] [KD 2.212 (2.108)] 2024-10-15 04:08:45,869 - Train: 88.34% [1105150/1251000] [883.4/1000.0] [batch_t 0.229 (0.252)] [data_t 0.009] [optim_t 0.221] [lr 0.000129] [CE 3.970 (3.930)] [KD 2.150 (2.099)] 2024-10-15 04:08:58,279 - Train: 88.35% [1105200/1251000] [883.5/1000.0] [batch_t 0.251 (0.248)] [data_t 0.010] [optim_t 0.241] [lr 0.000128] [CE 4.378 (3.857)] [KD 2.252 (2.058)] 2024-10-15 04:09:10,318 - Train: 88.35% [1105250/1251000] [883.5/1000.0] [batch_t 0.249 (0.241)] [data_t 0.010] [optim_t 0.239] [lr 0.000128] [CE 3.777 (4.007)] [KD 2.052 (2.136)] 2024-10-15 04:09:22,319 - Train: 88.35% [1105300/1251000] [883.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.011] [optim_t 0.230] [lr 0.000128] [CE 3.647 (3.971)] [KD 1.969 (2.140)] 2024-10-15 04:09:34,790 - Train: 88.36% [1105350/1251000] [883.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.010] [optim_t 0.226] [lr 0.000128] [CE 3.564 (3.919)] [KD 1.781 (2.091)] 2024-10-15 04:09:47,645 - Train: 88.36% [1105400/1251000] [883.6/1000.0] [batch_t 0.242 (0.257)] [data_t 0.010] [optim_t 0.232] [lr 0.000128] [CE 3.790 (3.920)] [KD 2.107 (2.121)] 2024-10-15 04:09:59,890 - Train: 88.37% [1105450/1251000] [883.7/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.220] [lr 0.000128] [CE 4.326 (3.962)] [KD 2.087 (2.101)] 2024-10-15 04:10:12,225 - Train: 88.37% [1105500/1251000] [883.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.008] [optim_t 0.233] [lr 0.000128] [CE 3.696 (3.984)] [KD 1.771 (2.119)] 2024-10-15 04:10:24,605 - Train: 88.37% [1105550/1251000] [883.7/1000.0] [batch_t 0.230 (0.247)] [data_t 0.008] [optim_t 0.222] [lr 0.000128] [CE 3.543 (3.983)] [KD 1.895 (2.118)] 2024-10-15 04:10:36,482 - Train: 88.38% [1105600/1251000] [883.8/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.219] [lr 0.000128] [CE 3.458 (3.896)] [KD 1.760 (2.090)] 2024-10-15 04:10:48,729 - Train: 88.38% [1105650/1251000] [883.8/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.234] [lr 0.000128] [CE 3.557 (3.949)] [KD 1.926 (2.127)] 2024-10-15 04:11:01,893 - Train: 88.39% [1105700/1251000] [883.9/1000.0] [batch_t 0.223 (0.263)] [data_t 0.008] [optim_t 0.215] [lr 0.000128] [CE 3.896 (3.953)] [KD 2.091 (2.122)] 2024-10-15 04:11:14,686 - Train: 88.39% [1105750/1251000] [883.9/1000.0] [batch_t 0.245 (0.256)] [data_t 0.008] [optim_t 0.237] [lr 0.000128] [CE 3.585 (3.929)] [KD 1.946 (2.098)] 2024-10-15 04:11:26,918 - Train: 88.39% [1105800/1251000] [883.9/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.225] [lr 0.000128] [CE 3.417 (3.946)] [KD 1.862 (2.109)] 2024-10-15 04:11:39,315 - Train: 88.40% [1105850/1251000] [884.0/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000128] [CE 4.086 (3.940)] [KD 2.173 (2.099)] 2024-10-15 04:11:55,824 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.162)] [top1_cnt 40340] [top5_cnt 47645] [top_all 50000] 2024-10-15 04:11:55,825 - net: 80.680 (95.290) 2024-10-15 04:12:04,972 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 40774] [top5_cnt 47840] [top_all 50000] 2024-10-15 04:12:04,973 - net_E: 81.548 (95.680) 2024-10-15 04:12:05,191 - Max [top1: 80.786 (epoch: 879)] [top1-ema: 81.572 (epoch: 883)] 2024-10-15 04:12:05,192 - ==> Total time: 3 days, 7:33:57 Eta: 10:26:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:12:13,448 - Train: 88.40% [1105900/1251000] [884.0/1000.0] [batch_t 0.243 (0.274)] [data_t 0.008] [optim_t 0.235] [lr 0.000128] [CE 3.958 (4.022)] [KD 2.121 (2.154)] 2024-10-15 04:12:25,748 - Train: 88.41% [1105950/1251000] [884.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000127] [CE 4.175 (3.900)] [KD 2.172 (2.104)] 2024-10-15 04:12:39,182 - Train: 88.41% [1106000/1251000] [884.1/1000.0] [batch_t 0.246 (0.269)] [data_t 0.010] [optim_t 0.235] [lr 0.000127] [CE 4.430 (3.964)] [KD 2.478 (2.126)] 2024-10-15 04:12:51,049 - Train: 88.41% [1106050/1251000] [884.1/1000.0] [batch_t 0.240 (0.237)] [data_t 0.010] [optim_t 0.229] [lr 0.000127] [CE 3.977 (3.886)] [KD 1.988 (2.067)] 2024-10-15 04:13:03,078 - Train: 88.42% [1106100/1251000] [884.2/1000.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.000127] [CE 3.282 (3.946)] [KD 1.719 (2.127)] 2024-10-15 04:13:15,092 - Train: 88.42% [1106150/1251000] [884.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000127] [CE 3.992 (3.946)] [KD 2.181 (2.134)] 2024-10-15 04:13:27,493 - Train: 88.43% [1106200/1251000] [884.3/1000.0] [batch_t 0.240 (0.248)] [data_t 0.010] [optim_t 0.229] [lr 0.000127] [CE 4.233 (3.921)] [KD 2.257 (2.120)] 2024-10-15 04:13:39,551 - Train: 88.43% [1106250/1251000] [884.3/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000127] [CE 3.668 (3.912)] [KD 1.981 (2.103)] 2024-10-15 04:13:51,850 - Train: 88.43% [1106300/1251000] [884.3/1000.0] [batch_t 0.225 (0.246)] [data_t 0.010] [optim_t 0.215] [lr 0.000127] [CE 3.691 (3.937)] [KD 2.038 (2.083)] 2024-10-15 04:14:03,585 - Train: 88.44% [1106350/1251000] [884.4/1000.0] [batch_t 0.230 (0.235)] [data_t 0.007] [optim_t 0.223] [lr 0.000127] [CE 3.992 (3.829)] [KD 2.160 (2.060)] 2024-10-15 04:14:15,995 - Train: 88.44% [1106400/1251000] [884.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.000127] [CE 3.827 (3.944)] [KD 2.081 (2.103)] 2024-10-15 04:14:27,928 - Train: 88.45% [1106450/1251000] [884.5/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.224] [lr 0.000127] [CE 4.338 (3.921)] [KD 2.339 (2.101)] 2024-10-15 04:14:39,726 - Train: 88.45% [1106500/1251000] [884.5/1000.0] [batch_t 0.229 (0.236)] [data_t 0.007] [optim_t 0.222] [lr 0.000127] [CE 3.651 (3.954)] [KD 1.765 (2.106)] 2024-10-15 04:14:52,126 - Train: 88.45% [1106550/1251000] [884.5/1000.0] [batch_t 0.235 (0.248)] [data_t 0.010] [optim_t 0.225] [lr 0.000127] [CE 4.234 (3.865)] [KD 2.319 (2.087)] 2024-10-15 04:15:05,137 - Train: 88.46% [1106600/1251000] [884.6/1000.0] [batch_t 0.265 (0.260)] [data_t 0.010] [optim_t 0.255] [lr 0.000127] [CE 3.988 (3.999)] [KD 2.161 (2.152)] 2024-10-15 04:15:17,494 - Train: 88.46% [1106650/1251000] [884.6/1000.0] [batch_t 0.242 (0.247)] [data_t 0.010] [optim_t 0.232] [lr 0.000127] [CE 4.071 (3.884)] [KD 2.123 (2.089)] 2024-10-15 04:15:29,688 - Train: 88.47% [1106700/1251000] [884.7/1000.0] [batch_t 0.243 (0.244)] [data_t 0.010] [optim_t 0.233] [lr 0.000126] [CE 3.859 (3.939)] [KD 2.130 (2.119)] 2024-10-15 04:15:41,865 - Train: 88.47% [1106750/1251000] [884.7/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.000126] [CE 4.020 (4.011)] [KD 2.244 (2.157)] 2024-10-15 04:15:54,440 - Train: 88.47% [1106800/1251000] [884.7/1000.0] [batch_t 0.248 (0.251)] [data_t 0.006] [optim_t 0.242] [lr 0.000126] [CE 3.782 (3.994)] [KD 2.108 (2.144)] 2024-10-15 04:16:06,610 - Train: 88.48% [1106850/1251000] [884.8/1000.0] [batch_t 0.245 (0.243)] [data_t 0.007] [optim_t 0.238] [lr 0.000126] [CE 4.431 (3.905)] [KD 2.301 (2.073)] 2024-10-15 04:16:19,198 - Train: 88.48% [1106900/1251000] [884.8/1000.0] [batch_t 0.229 (0.252)] [data_t 0.010] [optim_t 0.218] [lr 0.000126] [CE 3.604 (3.995)] [KD 1.941 (2.122)] 2024-10-15 04:16:31,551 - Train: 88.49% [1106950/1251000] [884.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.011] [optim_t 0.225] [lr 0.000126] [CE 4.001 (4.022)] [KD 2.191 (2.177)] 2024-10-15 04:16:44,439 - Train: 88.49% [1107000/1251000] [884.9/1000.0] [batch_t 0.231 (0.258)] [data_t 0.010] [optim_t 0.221] [lr 0.000126] [CE 3.812 (3.971)] [KD 2.059 (2.127)] 2024-10-15 04:16:56,697 - Train: 88.49% [1107050/1251000] [884.9/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.000126] [CE 4.059 (3.911)] [KD 2.136 (2.116)] 2024-10-15 04:17:08,741 - Train: 88.50% [1107100/1251000] [885.0/1000.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.000126] [CE 3.639 (3.920)] [KD 2.008 (2.105)] 2024-10-15 04:17:27,336 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.190)] [top1_cnt 40397] [top5_cnt 47624] [top_all 50000] 2024-10-15 04:17:27,336 - net: 80.794 (95.248) 2024-10-15 04:17:36,508 - Test (net_E): 100.00% [50/50] [batch_t 0.305 (0.167)] [top1_cnt 40790] [top5_cnt 47833] [top_all 50000] 2024-10-15 04:17:36,509 - net_E: 81.580 (95.666) 2024-10-15 04:17:36,735 - Max [top1: 80.794 (epoch: 885)] [top1-ema: 81.580 (epoch: 885)] 2024-10-15 04:17:36,736 - ==> Total time: 3 days, 7:39:29 Eta: 10:21:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:18:02,458 - Train: 88.50% [1107150/1251000] [885.0/1000.0] [batch_t 0.245 (0.295)] [data_t 0.007] [optim_t 0.238] [lr 0.000126] [CE 3.821 (3.958)] [KD 2.046 (2.126)] 2024-10-15 04:18:15,206 - Train: 88.51% [1107200/1251000] [885.1/1000.0] [batch_t 0.231 (0.255)] [data_t 0.008] [optim_t 0.223] [lr 0.000126] [CE 4.279 (3.898)] [KD 2.364 (2.084)] 2024-10-15 04:18:28,003 - Train: 88.51% [1107250/1251000] [885.1/1000.0] [batch_t 0.249 (0.256)] [data_t 0.008] [optim_t 0.241] [lr 0.000126] [CE 3.945 (3.871)] [KD 2.008 (2.064)] 2024-10-15 04:18:40,232 - Train: 88.51% [1107300/1251000] [885.1/1000.0] [batch_t 0.244 (0.244)] [data_t 0.007] [optim_t 0.237] [lr 0.000126] [CE 3.631 (3.917)] [KD 2.019 (2.117)] 2024-10-15 04:18:52,212 - Train: 88.52% [1107350/1251000] [885.2/1000.0] [batch_t 0.233 (0.239)] [data_t 0.006] [optim_t 0.227] [lr 0.000126] [CE 3.739 (3.903)] [KD 1.982 (2.082)] 2024-10-15 04:19:04,029 - Train: 88.52% [1107400/1251000] [885.2/1000.0] [batch_t 0.247 (0.236)] [data_t 0.008] [optim_t 0.239] [lr 0.000126] [CE 3.932 (3.908)] [KD 2.114 (2.102)] 2024-10-15 04:19:16,732 - Train: 88.53% [1107450/1251000] [885.3/1000.0] [batch_t 0.221 (0.254)] [data_t 0.010] [optim_t 0.211] [lr 0.000125] [CE 4.065 (3.894)] [KD 2.257 (2.094)] 2024-10-15 04:19:28,706 - Train: 88.53% [1107500/1251000] [885.3/1000.0] [batch_t 0.236 (0.239)] [data_t 0.007] [optim_t 0.230] [lr 0.000125] [CE 3.895 (3.886)] [KD 1.962 (2.078)] 2024-10-15 04:19:41,404 - Train: 88.53% [1107550/1251000] [885.3/1000.0] [batch_t 0.235 (0.254)] [data_t 0.011] [optim_t 0.225] [lr 0.000125] [CE 3.867 (3.895)] [KD 2.128 (2.063)] 2024-10-15 04:19:53,989 - Train: 88.54% [1107600/1251000] [885.4/1000.0] [batch_t 0.239 (0.252)] [data_t 0.010] [optim_t 0.229] [lr 0.000125] [CE 3.944 (3.929)] [KD 2.175 (2.098)] 2024-10-15 04:20:06,678 - Train: 88.54% [1107650/1251000] [885.4/1000.0] [batch_t 0.228 (0.254)] [data_t 0.008] [optim_t 0.220] [lr 0.000125] [CE 3.526 (3.946)] [KD 2.009 (2.112)] 2024-10-15 04:20:18,870 - Train: 88.55% [1107700/1251000] [885.5/1000.0] [batch_t 0.230 (0.244)] [data_t 0.008] [optim_t 0.222] [lr 0.000125] [CE 4.063 (3.874)] [KD 2.215 (2.083)] 2024-10-15 04:20:31,670 - Train: 88.55% [1107750/1251000] [885.5/1000.0] [batch_t 0.230 (0.256)] [data_t 0.010] [optim_t 0.221] [lr 0.000125] [CE 3.902 (3.870)] [KD 2.048 (2.102)] 2024-10-15 04:20:44,004 - Train: 88.55% [1107800/1251000] [885.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.000125] [CE 3.807 (3.883)] [KD 1.975 (2.070)] 2024-10-15 04:20:56,908 - Train: 88.56% [1107850/1251000] [885.6/1000.0] [batch_t 0.255 (0.258)] [data_t 0.007] [optim_t 0.248] [lr 0.000125] [CE 4.143 (3.955)] [KD 2.366 (2.113)] 2024-10-15 04:21:09,252 - Train: 88.56% [1107900/1251000] [885.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.008] [optim_t 0.227] [lr 0.000125] [CE 3.571 (3.927)] [KD 1.834 (2.112)] 2024-10-15 04:21:22,000 - Train: 88.57% [1107950/1251000] [885.7/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.000125] [CE 3.171 (3.916)] [KD 1.716 (2.091)] 2024-10-15 04:21:34,059 - Train: 88.57% [1108000/1251000] [885.7/1000.0] [batch_t 0.230 (0.241)] [data_t 0.011] [optim_t 0.219] [lr 0.000125] [CE 3.983 (3.941)] [KD 2.138 (2.114)] 2024-10-15 04:21:46,511 - Train: 88.57% [1108050/1251000] [885.7/1000.0] [batch_t 0.243 (0.249)] [data_t 0.007] [optim_t 0.235] [lr 0.000125] [CE 4.134 (3.933)] [KD 2.104 (2.111)] 2024-10-15 04:21:58,937 - Train: 88.58% [1108100/1251000] [885.8/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.000125] [CE 4.176 (3.966)] [KD 2.055 (2.109)] 2024-10-15 04:22:11,101 - Train: 88.58% [1108150/1251000] [885.8/1000.0] [batch_t 0.255 (0.243)] [data_t 0.008] [optim_t 0.247] [lr 0.000125] [CE 3.530 (3.896)] [KD 2.000 (2.101)] 2024-10-15 04:22:23,402 - Train: 88.59% [1108200/1251000] [885.9/1000.0] [batch_t 0.226 (0.246)] [data_t 0.010] [optim_t 0.216] [lr 0.000124] [CE 4.299 (3.968)] [KD 2.352 (2.144)] 2024-10-15 04:22:36,533 - Train: 88.59% [1108250/1251000] [885.9/1000.0] [batch_t 0.232 (0.262)] [data_t 0.010] [optim_t 0.222] [lr 0.000124] [CE 4.350 (3.876)] [KD 2.341 (2.106)] 2024-10-15 04:22:48,339 - Train: 88.59% [1108300/1251000] [885.9/1000.0] [batch_t 0.247 (0.236)] [data_t 0.011] [optim_t 0.237] [lr 0.000124] [CE 4.312 (3.909)] [KD 2.287 (2.094)] 2024-10-15 04:23:00,459 - Train: 88.60% [1108350/1251000] [886.0/1000.0] [batch_t 0.227 (0.242)] [data_t 0.008] [optim_t 0.219] [lr 0.000124] [CE 3.808 (3.959)] [KD 1.993 (2.134)] 2024-10-15 04:23:19,403 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.192)] [top1_cnt 40322] [top5_cnt 47622] [top_all 50000] 2024-10-15 04:23:19,403 - net: 80.644 (95.244) 2024-10-15 04:23:29,152 - Test (net_E): 100.00% [50/50] [batch_t 0.309 (0.178)] [top1_cnt 40810] [top5_cnt 47823] [top_all 50000] 2024-10-15 04:23:29,153 - net_E: 81.620 (95.646) 2024-10-15 04:23:29,389 - Max [top1: 80.794 (epoch: 885)] [top1-ema: 81.620 (epoch: 886)] 2024-10-15 04:23:29,390 - ==> Total time: 3 days, 7:45:22 Eta: 10:15:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:23:46,051 - Train: 88.60% [1108400/1251000] [886.0/1000.0] [batch_t 0.242 (0.276)] [data_t 0.009] [optim_t 0.234] [lr 0.000124] [CE 3.734 (3.994)] [KD 2.093 (2.152)] 2024-10-15 04:23:58,930 - Train: 88.61% [1108450/1251000] [886.1/1000.0] [batch_t 0.235 (0.257)] [data_t 0.007] [optim_t 0.228] [lr 0.000124] [CE 4.205 (3.918)] [KD 2.267 (2.077)] 2024-10-15 04:24:11,414 - Train: 88.61% [1108500/1251000] [886.1/1000.0] [batch_t 0.242 (0.249)] [data_t 0.008] [optim_t 0.234] [lr 0.000124] [CE 3.736 (3.954)] [KD 1.972 (2.127)] 2024-10-15 04:24:23,989 - Train: 88.61% [1108550/1251000] [886.1/1000.0] [batch_t 0.239 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.000124] [CE 3.691 (3.960)] [KD 1.840 (2.120)] 2024-10-15 04:24:36,065 - Train: 88.62% [1108600/1251000] [886.2/1000.0] [batch_t 0.222 (0.241)] [data_t 0.007] [optim_t 0.215] [lr 0.000124] [CE 4.178 (3.953)] [KD 2.307 (2.119)] 2024-10-15 04:24:48,545 - Train: 88.62% [1108650/1251000] [886.2/1000.0] [batch_t 0.229 (0.249)] [data_t 0.009] [optim_t 0.220] [lr 0.000124] [CE 4.009 (3.832)] [KD 2.194 (2.058)] 2024-10-15 04:25:00,842 - Train: 88.63% [1108700/1251000] [886.3/1000.0] [batch_t 0.238 (0.246)] [data_t 0.007] [optim_t 0.231] [lr 0.000124] [CE 3.747 (3.916)] [KD 2.060 (2.091)] 2024-10-15 04:25:13,549 - Train: 88.63% [1108750/1251000] [886.3/1000.0] [batch_t 0.235 (0.254)] [data_t 0.008] [optim_t 0.227] [lr 0.000124] [CE 3.778 (3.947)] [KD 2.045 (2.093)] 2024-10-15 04:25:25,700 - Train: 88.63% [1108800/1251000] [886.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.000124] [CE 3.579 (3.935)] [KD 1.919 (2.100)] 2024-10-15 04:25:38,034 - Train: 88.64% [1108850/1251000] [886.4/1000.0] [batch_t 0.414 (0.246)] [data_t 0.007] [optim_t 0.407] [lr 0.000124] [CE 4.130 (3.785)] [KD 2.151 (2.032)] 2024-10-15 04:25:50,347 - Train: 88.64% [1108900/1251000] [886.4/1000.0] [batch_t 0.239 (0.246)] [data_t 0.010] [optim_t 0.229] [lr 0.000124] [CE 3.990 (3.906)] [KD 2.151 (2.097)] 2024-10-15 04:26:02,706 - Train: 88.65% [1108950/1251000] [886.5/1000.0] [batch_t 0.244 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.000123] [CE 3.668 (3.922)] [KD 1.895 (2.092)] 2024-10-15 04:26:14,959 - Train: 88.65% [1109000/1251000] [886.5/1000.0] [batch_t 0.233 (0.245)] [data_t 0.010] [optim_t 0.223] [lr 0.000123] [CE 3.253 (3.923)] [KD 1.732 (2.092)] 2024-10-15 04:26:27,328 - Train: 88.65% [1109050/1251000] [886.5/1000.0] [batch_t 0.423 (0.247)] [data_t 0.010] [optim_t 0.414] [lr 0.000123] [CE 3.558 (3.909)] [KD 1.940 (2.109)] 2024-10-15 04:26:39,973 - Train: 88.66% [1109100/1251000] [886.6/1000.0] [batch_t 0.224 (0.253)] [data_t 0.009] [optim_t 0.215] [lr 0.000123] [CE 3.597 (3.893)] [KD 2.119 (2.063)] 2024-10-15 04:26:52,351 - Train: 88.66% [1109150/1251000] [886.6/1000.0] [batch_t 0.241 (0.247)] [data_t 0.007] [optim_t 0.234] [lr 0.000123] [CE 4.418 (3.915)] [KD 2.232 (2.101)] 2024-10-15 04:27:04,573 - Train: 88.67% [1109200/1251000] [886.7/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.000123] [CE 3.922 (3.865)] [KD 2.216 (2.059)] 2024-10-15 04:27:16,621 - Train: 88.67% [1109250/1251000] [886.7/1000.0] [batch_t 0.222 (0.241)] [data_t 0.010] [optim_t 0.212] [lr 0.000123] [CE 4.154 (3.852)] [KD 2.331 (2.082)] 2024-10-15 04:27:29,196 - Train: 88.67% [1109300/1251000] [886.7/1000.0] [batch_t 0.248 (0.251)] [data_t 0.009] [optim_t 0.240] [lr 0.000123] [CE 3.580 (3.951)] [KD 1.956 (2.124)] 2024-10-15 04:27:41,569 - Train: 88.68% [1109350/1251000] [886.8/1000.0] [batch_t 0.229 (0.247)] [data_t 0.007] [optim_t 0.222] [lr 0.000123] [CE 3.890 (3.878)] [KD 2.004 (2.078)] 2024-10-15 04:27:53,844 - Train: 88.68% [1109400/1251000] [886.8/1000.0] [batch_t 0.553 (0.245)] [data_t 0.010] [optim_t 0.542] [lr 0.000123] [CE 4.207 (3.921)] [KD 2.210 (2.103)] 2024-10-15 04:28:06,044 - Train: 88.69% [1109450/1251000] [886.9/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000123] [CE 4.383 (3.900)] [KD 2.323 (2.083)] 2024-10-15 04:28:18,830 - Train: 88.69% [1109500/1251000] [886.9/1000.0] [batch_t 0.239 (0.255)] [data_t 0.011] [optim_t 0.228] [lr 0.000123] [CE 4.016 (3.943)] [KD 2.093 (2.085)] 2024-10-15 04:28:31,038 - Train: 88.69% [1109550/1251000] [886.9/1000.0] [batch_t 0.221 (0.244)] [data_t 0.006] [optim_t 0.214] [lr 0.000123] [CE 3.741 (3.915)] [KD 1.936 (2.087)] 2024-10-15 04:28:43,393 - Train: 88.70% [1109600/1251000] [887.0/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000123] [CE 3.753 (3.905)] [KD 1.975 (2.065)] 2024-10-15 04:29:01,157 - Test (net): 100.00% [50/50] [batch_t 0.077 (0.174)] [top1_cnt 40388] [top5_cnt 47631] [top_all 50000] 2024-10-15 04:29:01,158 - net: 80.776 (95.262) 2024-10-15 04:29:10,809 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.174)] [top1_cnt 40820] [top5_cnt 47823] [top_all 50000] 2024-10-15 04:29:10,810 - net_E: 81.640 (95.646) 2024-10-15 04:29:11,028 - Max [top1: 80.794 (epoch: 885)] [top1-ema: 81.640 (epoch: 887)] 2024-10-15 04:29:11,029 - ==> Total time: 3 days, 7:51:03 Eta: 10:10:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:29:27,113 - Train: 88.70% [1109650/1251000] [887.0/1000.0] [batch_t 0.243 (0.299)] [data_t 0.010] [optim_t 0.233] [lr 0.000123] [CE 4.256 (3.995)] [KD 2.410 (2.120)] 2024-10-15 04:29:39,983 - Train: 88.71% [1109700/1251000] [887.1/1000.0] [batch_t 0.239 (0.257)] [data_t 0.007] [optim_t 0.232] [lr 0.000123] [CE 4.207 (3.975)] [KD 2.263 (2.106)] 2024-10-15 04:29:52,871 - Train: 88.71% [1109750/1251000] [887.1/1000.0] [batch_t 0.259 (0.258)] [data_t 0.010] [optim_t 0.249] [lr 0.000122] [CE 3.639 (3.863)] [KD 2.068 (2.092)] 2024-10-15 04:30:04,958 - Train: 88.71% [1109800/1251000] [887.1/1000.0] [batch_t 0.242 (0.242)] [data_t 0.010] [optim_t 0.232] [lr 0.000122] [CE 3.759 (3.961)] [KD 2.106 (2.103)] 2024-10-15 04:30:17,058 - Train: 88.72% [1109850/1251000] [887.2/1000.0] [batch_t 0.248 (0.242)] [data_t 0.010] [optim_t 0.238] [lr 0.000122] [CE 4.312 (3.949)] [KD 2.354 (2.108)] 2024-10-15 04:30:29,540 - Train: 88.72% [1109900/1251000] [887.2/1000.0] [batch_t 0.244 (0.249)] [data_t 0.007] [optim_t 0.238] [lr 0.000122] [CE 4.231 (3.904)] [KD 2.203 (2.078)] 2024-10-15 04:30:42,098 - Train: 88.73% [1109950/1251000] [887.3/1000.0] [batch_t 0.242 (0.251)] [data_t 0.010] [optim_t 0.232] [lr 0.000122] [CE 4.147 (3.840)] [KD 2.210 (2.046)] 2024-10-15 04:30:54,677 - Train: 88.73% [1110000/1251000] [887.3/1000.0] [batch_t 0.230 (0.251)] [data_t 0.010] [optim_t 0.220] [lr 0.000122] [CE 3.714 (3.914)] [KD 2.017 (2.089)] 2024-10-15 04:31:07,604 - Train: 88.73% [1110050/1251000] [887.3/1000.0] [batch_t 0.228 (0.258)] [data_t 0.008] [optim_t 0.220] [lr 0.000122] [CE 3.766 (3.879)] [KD 1.958 (2.082)] 2024-10-15 04:31:19,569 - Train: 88.74% [1110100/1251000] [887.4/1000.0] [batch_t 0.243 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.000122] [CE 3.602 (3.826)] [KD 1.912 (2.051)] 2024-10-15 04:31:31,609 - Train: 88.74% [1110150/1251000] [887.4/1000.0] [batch_t 0.239 (0.241)] [data_t 0.010] [optim_t 0.229] [lr 0.000122] [CE 3.848 (3.949)] [KD 1.924 (2.085)] 2024-10-15 04:31:43,749 - Train: 88.75% [1110200/1251000] [887.5/1000.0] [batch_t 0.490 (0.243)] [data_t 0.010] [optim_t 0.480] [lr 0.000122] [CE 4.073 (3.896)] [KD 2.073 (2.086)] 2024-10-15 04:31:55,737 - Train: 88.75% [1110250/1251000] [887.5/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.000122] [CE 4.103 (3.941)] [KD 2.357 (2.120)] 2024-10-15 04:32:07,873 - Train: 88.75% [1110300/1251000] [887.5/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.000122] [CE 3.810 (3.946)] [KD 1.869 (2.086)] 2024-10-15 04:32:20,537 - Train: 88.76% [1110350/1251000] [887.6/1000.0] [batch_t 0.231 (0.253)] [data_t 0.007] [optim_t 0.224] [lr 0.000122] [CE 4.476 (3.822)] [KD 2.385 (2.049)] 2024-10-15 04:32:32,523 - Train: 88.76% [1110400/1251000] [887.6/1000.0] [batch_t 0.240 (0.240)] [data_t 0.010] [optim_t 0.230] [lr 0.000122] [CE 3.998 (3.845)] [KD 2.055 (2.037)] 2024-10-15 04:32:44,413 - Train: 88.76% [1110450/1251000] [887.6/1000.0] [batch_t 0.254 (0.238)] [data_t 0.009] [optim_t 0.245] [lr 0.000122] [CE 4.100 (4.017)] [KD 2.286 (2.143)] 2024-10-15 04:32:56,339 - Train: 88.77% [1110500/1251000] [887.7/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.232] [lr 0.000121] [CE 4.502 (3.853)] [KD 2.424 (2.061)] 2024-10-15 04:33:08,820 - Train: 88.77% [1110550/1251000] [887.7/1000.0] [batch_t 0.242 (0.249)] [data_t 0.007] [optim_t 0.235] [lr 0.000121] [CE 3.556 (4.005)] [KD 2.123 (2.127)] 2024-10-15 04:33:21,151 - Train: 88.78% [1110600/1251000] [887.8/1000.0] [batch_t 0.245 (0.246)] [data_t 0.011] [optim_t 0.234] [lr 0.000121] [CE 4.094 (3.929)] [KD 2.121 (2.097)] 2024-10-15 04:33:33,545 - Train: 88.78% [1110650/1251000] [887.8/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000121] [CE 3.780 (3.904)] [KD 2.022 (2.074)] 2024-10-15 04:33:45,873 - Train: 88.78% [1110700/1251000] [887.8/1000.0] [batch_t 0.226 (0.246)] [data_t 0.011] [optim_t 0.216] [lr 0.000121] [CE 3.966 (3.984)] [KD 2.082 (2.119)] 2024-10-15 04:33:57,997 - Train: 88.79% [1110750/1251000] [887.9/1000.0] [batch_t 0.227 (0.242)] [data_t 0.008] [optim_t 0.220] [lr 0.000121] [CE 3.619 (3.911)] [KD 1.923 (2.079)] 2024-10-15 04:34:09,941 - Train: 88.79% [1110800/1251000] [887.9/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.000121] [CE 3.489 (3.928)] [KD 1.839 (2.091)] 2024-10-15 04:34:22,016 - Train: 88.80% [1110850/1251000] [888.0/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.000121] [CE 3.718 (3.878)] [KD 1.989 (2.066)] 2024-10-15 04:34:41,645 - Test (net): 100.00% [50/50] [batch_t 0.138 (0.197)] [top1_cnt 40303] [top5_cnt 47645] [top_all 50000] 2024-10-15 04:34:41,645 - net: 80.606 (95.290) 2024-10-15 04:34:50,849 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 40789] [top5_cnt 47817] [top_all 50000] 2024-10-15 04:34:50,849 - net_E: 81.578 (95.634) 2024-10-15 04:34:51,070 - Max [top1: 80.794 (epoch: 885)] [top1-ema: 81.640 (epoch: 887)] 2024-10-15 04:34:51,070 - ==> Total time: 3 days, 7:56:43 Eta: 10:04:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:34:57,502 - Train: 88.80% [1110900/1251000] [888.0/1000.0] [batch_t 0.243 (0.273)] [data_t 0.009] [optim_t 0.234] [lr 0.000121] [CE 4.138 (3.809)] [KD 2.165 (2.054)] 2024-10-15 04:35:09,918 - Train: 88.80% [1110950/1251000] [888.0/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000121] [CE 3.391 (3.876)] [KD 1.771 (2.063)] 2024-10-15 04:35:22,314 - Train: 88.81% [1111000/1251000] [888.1/1000.0] [batch_t 0.241 (0.248)] [data_t 0.008] [optim_t 0.233] [lr 0.000121] [CE 3.959 (3.901)] [KD 2.041 (2.066)] 2024-10-15 04:35:34,410 - Train: 88.81% [1111050/1251000] [888.1/1000.0] [batch_t 0.245 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.000121] [CE 3.276 (3.912)] [KD 1.709 (2.068)] 2024-10-15 04:35:46,543 - Train: 88.82% [1111100/1251000] [888.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.000121] [CE 3.607 (3.948)] [KD 1.888 (2.104)] 2024-10-15 04:35:58,772 - Train: 88.82% [1111150/1251000] [888.2/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000121] [CE 3.969 (3.909)] [KD 2.185 (2.072)] 2024-10-15 04:36:11,496 - Train: 88.82% [1111200/1251000] [888.2/1000.0] [batch_t 0.223 (0.254)] [data_t 0.007] [optim_t 0.216] [lr 0.000121] [CE 4.496 (3.941)] [KD 2.544 (2.100)] 2024-10-15 04:36:23,768 - Train: 88.83% [1111250/1251000] [888.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.000121] [CE 4.011 (3.864)] [KD 2.148 (2.061)] 2024-10-15 04:36:36,089 - Train: 88.83% [1111300/1251000] [888.3/1000.0] [batch_t 0.233 (0.246)] [data_t 0.008] [optim_t 0.225] [lr 0.000120] [CE 2.993 (3.878)] [KD 1.608 (2.090)] 2024-10-15 04:36:48,880 - Train: 88.84% [1111350/1251000] [888.4/1000.0] [batch_t 0.252 (0.256)] [data_t 0.008] [optim_t 0.244] [lr 0.000120] [CE 4.066 (3.958)] [KD 2.308 (2.107)] 2024-10-15 04:37:01,154 - Train: 88.84% [1111400/1251000] [888.4/1000.0] [batch_t 0.241 (0.245)] [data_t 0.010] [optim_t 0.232] [lr 0.000120] [CE 4.012 (3.855)] [KD 2.136 (2.055)] 2024-10-15 04:37:12,925 - Train: 88.84% [1111450/1251000] [888.4/1000.0] [batch_t 0.243 (0.235)] [data_t 0.011] [optim_t 0.232] [lr 0.000120] [CE 3.664 (3.882)] [KD 1.953 (2.073)] 2024-10-15 04:37:25,237 - Train: 88.85% [1111500/1251000] [888.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.008] [optim_t 0.232] [lr 0.000120] [CE 3.625 (3.900)] [KD 1.917 (2.074)] 2024-10-15 04:37:37,994 - Train: 88.85% [1111550/1251000] [888.5/1000.0] [batch_t 0.231 (0.255)] [data_t 0.008] [optim_t 0.223] [lr 0.000120] [CE 3.824 (3.916)] [KD 1.920 (2.074)] 2024-10-15 04:37:50,139 - Train: 88.86% [1111600/1251000] [888.6/1000.0] [batch_t 0.265 (0.243)] [data_t 0.008] [optim_t 0.257] [lr 0.000120] [CE 4.425 (3.967)] [KD 2.440 (2.111)] 2024-10-15 04:38:02,525 - Train: 88.86% [1111650/1251000] [888.6/1000.0] [batch_t 0.256 (0.248)] [data_t 0.007] [optim_t 0.249] [lr 0.000120] [CE 3.973 (3.917)] [KD 2.012 (2.091)] 2024-10-15 04:38:14,627 - Train: 88.86% [1111700/1251000] [888.6/1000.0] [batch_t 0.221 (0.242)] [data_t 0.010] [optim_t 0.211] [lr 0.000120] [CE 4.351 (3.927)] [KD 2.344 (2.091)] 2024-10-15 04:38:26,810 - Train: 88.87% [1111750/1251000] [888.7/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.226] [lr 0.000120] [CE 4.400 (3.956)] [KD 2.289 (2.085)] 2024-10-15 04:38:38,895 - Train: 88.87% [1111800/1251000] [888.7/1000.0] [batch_t 0.246 (0.241)] [data_t 0.010] [optim_t 0.236] [lr 0.000120] [CE 4.134 (3.895)] [KD 2.193 (2.086)] 2024-10-15 04:38:50,991 - Train: 88.88% [1111850/1251000] [888.8/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.000120] [CE 4.039 (3.914)] [KD 2.085 (2.086)] 2024-10-15 04:39:02,733 - Train: 88.88% [1111900/1251000] [888.8/1000.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.000120] [CE 3.532 (3.890)] [KD 1.838 (2.060)] 2024-10-15 04:39:15,293 - Train: 88.88% [1111950/1251000] [888.8/1000.0] [batch_t 0.225 (0.251)] [data_t 0.009] [optim_t 0.216] [lr 0.000120] [CE 4.047 (3.983)] [KD 2.331 (2.120)] 2024-10-15 04:39:27,404 - Train: 88.89% [1112000/1251000] [888.9/1000.0] [batch_t 0.232 (0.242)] [data_t 0.010] [optim_t 0.222] [lr 0.000120] [CE 4.015 (3.865)] [KD 2.177 (2.060)] 2024-10-15 04:39:39,222 - Train: 88.89% [1112050/1251000] [888.9/1000.0] [batch_t 0.235 (0.236)] [data_t 0.010] [optim_t 0.225] [lr 0.000119] [CE 3.960 (3.939)] [KD 2.229 (2.090)] 2024-10-15 04:39:51,375 - Train: 88.90% [1112100/1251000] [889.0/1000.0] [batch_t 0.245 (0.243)] [data_t 0.007] [optim_t 0.238] [lr 0.000119] [CE 3.779 (3.923)] [KD 2.075 (2.098)] 2024-10-15 04:40:10,538 - Test (net): 100.00% [50/50] [batch_t 0.471 (0.183)] [top1_cnt 40400] [top5_cnt 47662] [top_all 50000] 2024-10-15 04:40:10,539 - net: 80.800 (95.324) 2024-10-15 04:40:19,587 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 40816] [top5_cnt 47824] [top_all 50000] 2024-10-15 04:40:19,587 - net_E: 81.632 (95.648) 2024-10-15 04:40:19,808 - Max [top1: 80.800 (epoch: 889)] [top1-ema: 81.640 (epoch: 887)] 2024-10-15 04:40:19,809 - ==> Total time: 3 days, 8:02:12 Eta: 9:59:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:40:34,885 - Train: 88.90% [1112150/1251000] [889.0/1000.0] [batch_t 0.231 (0.307)] [data_t 0.009] [optim_t 0.221] [lr 0.000119] [CE 3.998 (3.790)] [KD 2.192 (2.041)] 2024-10-15 04:40:47,353 - Train: 88.90% [1112200/1251000] [889.0/1000.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000119] [CE 3.941 (3.953)] [KD 2.126 (2.093)] 2024-10-15 04:40:59,794 - Train: 88.91% [1112250/1251000] [889.1/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.000119] [CE 4.263 (3.912)] [KD 2.169 (2.080)] 2024-10-15 04:41:11,841 - Train: 88.91% [1112300/1251000] [889.1/1000.0] [batch_t 0.221 (0.241)] [data_t 0.006] [optim_t 0.215] [lr 0.000119] [CE 4.021 (3.910)] [KD 1.824 (2.084)] 2024-10-15 04:41:23,917 - Train: 88.92% [1112350/1251000] [889.2/1000.0] [batch_t 0.244 (0.241)] [data_t 0.007] [optim_t 0.238] [lr 0.000119] [CE 3.312 (3.917)] [KD 1.679 (2.086)] 2024-10-15 04:41:36,710 - Train: 88.92% [1112400/1251000] [889.2/1000.0] [batch_t 0.228 (0.256)] [data_t 0.008] [optim_t 0.220] [lr 0.000119] [CE 4.036 (3.977)] [KD 2.140 (2.091)] 2024-10-15 04:41:49,193 - Train: 88.92% [1112450/1251000] [889.2/1000.0] [batch_t 0.233 (0.249)] [data_t 0.008] [optim_t 0.226] [lr 0.000119] [CE 3.701 (3.899)] [KD 1.931 (2.082)] 2024-10-15 04:42:01,538 - Train: 88.93% [1112500/1251000] [889.3/1000.0] [batch_t 0.251 (0.247)] [data_t 0.008] [optim_t 0.243] [lr 0.000119] [CE 3.568 (3.928)] [KD 1.887 (2.105)] 2024-10-15 04:42:13,661 - Train: 88.93% [1112550/1251000] [889.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.000119] [CE 3.989 (3.962)] [KD 2.056 (2.113)] 2024-10-15 04:42:26,084 - Train: 88.94% [1112600/1251000] [889.4/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000119] [CE 3.894 (3.958)] [KD 2.030 (2.103)] 2024-10-15 04:42:38,608 - Train: 88.94% [1112650/1251000] [889.4/1000.0] [batch_t 0.249 (0.250)] [data_t 0.010] [optim_t 0.239] [lr 0.000119] [CE 3.988 (3.841)] [KD 2.131 (2.052)] 2024-10-15 04:42:50,960 - Train: 88.94% [1112700/1251000] [889.4/1000.0] [batch_t 0.228 (0.247)] [data_t 0.007] [optim_t 0.221] [lr 0.000119] [CE 3.831 (3.929)] [KD 1.999 (2.059)] 2024-10-15 04:43:02,901 - Train: 88.95% [1112750/1251000] [889.5/1000.0] [batch_t 0.243 (0.239)] [data_t 0.010] [optim_t 0.233] [lr 0.000119] [CE 3.893 (3.904)] [KD 2.101 (2.063)] 2024-10-15 04:43:15,244 - Train: 88.95% [1112800/1251000] [889.5/1000.0] [batch_t 0.238 (0.247)] [data_t 0.008] [optim_t 0.230] [lr 0.000119] [CE 3.915 (3.871)] [KD 2.147 (2.042)] 2024-10-15 04:43:28,139 - Train: 88.96% [1112850/1251000] [889.6/1000.0] [batch_t 0.241 (0.258)] [data_t 0.010] [optim_t 0.231] [lr 0.000118] [CE 3.516 (3.913)] [KD 1.905 (2.072)] 2024-10-15 04:43:40,494 - Train: 88.96% [1112900/1251000] [889.6/1000.0] [batch_t 0.234 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.000118] [CE 3.981 (3.908)] [KD 2.076 (2.074)] 2024-10-15 04:43:52,499 - Train: 88.96% [1112950/1251000] [889.6/1000.0] [batch_t 0.257 (0.240)] [data_t 0.007] [optim_t 0.250] [lr 0.000118] [CE 4.332 (3.971)] [KD 2.283 (2.125)] 2024-10-15 04:44:05,165 - Train: 88.97% [1113000/1251000] [889.7/1000.0] [batch_t 0.242 (0.253)] [data_t 0.010] [optim_t 0.232] [lr 0.000118] [CE 3.990 (3.867)] [KD 2.101 (2.081)] 2024-10-15 04:44:17,982 - Train: 88.97% [1113050/1251000] [889.7/1000.0] [batch_t 0.241 (0.256)] [data_t 0.007] [optim_t 0.234] [lr 0.000118] [CE 4.486 (3.947)] [KD 2.273 (2.108)] 2024-10-15 04:44:30,204 - Train: 88.98% [1113100/1251000] [889.8/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.000118] [CE 3.527 (3.891)] [KD 1.789 (2.071)] 2024-10-15 04:44:42,445 - Train: 88.98% [1113150/1251000] [889.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.010] [optim_t 0.223] [lr 0.000118] [CE 3.946 (3.959)] [KD 2.076 (2.093)] 2024-10-15 04:44:54,717 - Train: 88.98% [1113200/1251000] [889.8/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.000118] [CE 3.877 (3.923)] [KD 1.859 (2.083)] 2024-10-15 04:45:07,558 - Train: 88.99% [1113250/1251000] [889.9/1000.0] [batch_t 0.230 (0.257)] [data_t 0.007] [optim_t 0.223] [lr 0.000118] [CE 3.694 (3.924)] [KD 1.862 (2.081)] 2024-10-15 04:45:20,387 - Train: 88.99% [1113300/1251000] [889.9/1000.0] [batch_t 0.243 (0.256)] [data_t 0.007] [optim_t 0.236] [lr 0.000118] [CE 4.215 (3.921)] [KD 2.165 (2.074)] 2024-10-15 04:45:32,557 - Train: 89.00% [1113350/1251000] [890.0/1000.0] [batch_t 0.233 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.000118] [CE 4.262 (3.940)] [KD 2.410 (2.087)] 2024-10-15 04:45:51,375 - Test (net): 100.00% [50/50] [batch_t 0.315 (0.174)] [top1_cnt 40478] [top5_cnt 47697] [top_all 50000] 2024-10-15 04:45:51,376 - net: 80.956 (95.394) 2024-10-15 04:46:01,544 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.185)] [top1_cnt 40819] [top5_cnt 47835] [top_all 50000] 2024-10-15 04:46:01,544 - net_E: 81.638 (95.670) 2024-10-15 04:46:01,781 - Max [top1: 80.956 (epoch: 890)] [top1-ema: 81.640 (epoch: 887)] 2024-10-15 04:46:01,781 - ==> Total time: 3 days, 8:07:54 Eta: 9:54:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:46:19,702 - Train: 89.00% [1113400/1251000] [890.0/1000.0] [batch_t 0.241 (0.302)] [data_t 0.011] [optim_t 0.231] [lr 0.000118] [CE 4.112 (3.896)] [KD 2.229 (2.072)] 2024-10-15 04:46:32,432 - Train: 89.00% [1113450/1251000] [890.0/1000.0] [batch_t 0.237 (0.254)] [data_t 0.007] [optim_t 0.230] [lr 0.000118] [CE 4.342 (3.871)] [KD 2.195 (2.056)] 2024-10-15 04:46:44,968 - Train: 89.01% [1113500/1251000] [890.1/1000.0] [batch_t 0.232 (0.251)] [data_t 0.009] [optim_t 0.223] [lr 0.000118] [CE 3.815 (3.917)] [KD 1.999 (2.053)] 2024-10-15 04:46:56,975 - Train: 89.01% [1113550/1251000] [890.1/1000.0] [batch_t 0.242 (0.240)] [data_t 0.007] [optim_t 0.235] [lr 0.000118] [CE 3.716 (3.935)] [KD 1.919 (2.098)] 2024-10-15 04:47:09,558 - Train: 89.02% [1113600/1251000] [890.2/1000.0] [batch_t 0.230 (0.251)] [data_t 0.008] [optim_t 0.222] [lr 0.000118] [CE 3.912 (3.966)] [KD 1.990 (2.101)] 2024-10-15 04:47:22,195 - Train: 89.02% [1113650/1251000] [890.2/1000.0] [batch_t 0.241 (0.253)] [data_t 0.009] [optim_t 0.232] [lr 0.000117] [CE 3.107 (3.919)] [KD 1.677 (2.091)] 2024-10-15 04:47:34,197 - Train: 89.02% [1113700/1251000] [890.2/1000.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.000117] [CE 3.719 (3.910)] [KD 1.954 (2.065)] 2024-10-15 04:47:46,752 - Train: 89.03% [1113750/1251000] [890.3/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.000117] [CE 3.972 (3.908)] [KD 1.868 (2.060)] 2024-10-15 04:47:59,411 - Train: 89.03% [1113800/1251000] [890.3/1000.0] [batch_t 0.237 (0.253)] [data_t 0.008] [optim_t 0.229] [lr 0.000117] [CE 3.888 (3.886)] [KD 2.101 (2.055)] 2024-10-15 04:48:11,748 - Train: 89.04% [1113850/1251000] [890.4/1000.0] [batch_t 0.238 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.000117] [CE 3.828 (3.924)] [KD 2.199 (2.097)] 2024-10-15 04:48:24,310 - Train: 89.04% [1113900/1251000] [890.4/1000.0] [batch_t 0.242 (0.251)] [data_t 0.010] [optim_t 0.232] [lr 0.000117] [CE 3.960 (3.859)] [KD 2.038 (2.035)] 2024-10-15 04:48:36,785 - Train: 89.04% [1113950/1251000] [890.4/1000.0] [batch_t 0.222 (0.249)] [data_t 0.007] [optim_t 0.214] [lr 0.000117] [CE 3.894 (3.901)] [KD 2.024 (2.082)] 2024-10-15 04:48:48,987 - Train: 89.05% [1114000/1251000] [890.5/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.000117] [CE 3.288 (3.909)] [KD 1.820 (2.076)] 2024-10-15 04:49:01,446 - Train: 89.05% [1114050/1251000] [890.5/1000.0] [batch_t 0.252 (0.249)] [data_t 0.008] [optim_t 0.244] [lr 0.000117] [CE 4.387 (3.935)] [KD 2.388 (2.096)] 2024-10-15 04:49:14,338 - Train: 89.06% [1114100/1251000] [890.6/1000.0] [batch_t 0.251 (0.258)] [data_t 0.009] [optim_t 0.242] [lr 0.000117] [CE 4.114 (3.857)] [KD 2.019 (2.076)] 2024-10-15 04:49:26,832 - Train: 89.06% [1114150/1251000] [890.6/1000.0] [batch_t 0.240 (0.250)] [data_t 0.008] [optim_t 0.232] [lr 0.000117] [CE 3.309 (3.917)] [KD 1.773 (2.075)] 2024-10-15 04:49:39,241 - Train: 89.06% [1114200/1251000] [890.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.229] [lr 0.000117] [CE 3.789 (3.926)] [KD 2.124 (2.103)] 2024-10-15 04:49:52,364 - Train: 89.07% [1114250/1251000] [890.7/1000.0] [batch_t 0.253 (0.262)] [data_t 0.009] [optim_t 0.244] [lr 0.000117] [CE 3.813 (3.902)] [KD 2.061 (2.091)] 2024-10-15 04:50:04,476 - Train: 89.07% [1114300/1251000] [890.7/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000117] [CE 4.025 (3.880)] [KD 2.191 (2.062)] 2024-10-15 04:50:16,989 - Train: 89.08% [1114350/1251000] [890.8/1000.0] [batch_t 0.227 (0.250)] [data_t 0.007] [optim_t 0.220] [lr 0.000117] [CE 3.538 (3.895)] [KD 1.829 (2.067)] 2024-10-15 04:50:30,032 - Train: 89.08% [1114400/1251000] [890.8/1000.0] [batch_t 0.232 (0.261)] [data_t 0.010] [optim_t 0.222] [lr 0.000117] [CE 3.438 (3.919)] [KD 1.776 (2.065)] 2024-10-15 04:50:42,205 - Train: 89.08% [1114450/1251000] [890.8/1000.0] [batch_t 0.245 (0.243)] [data_t 0.006] [optim_t 0.238] [lr 0.000116] [CE 4.257 (3.970)] [KD 2.212 (2.116)] 2024-10-15 04:50:54,618 - Train: 89.09% [1114500/1251000] [890.9/1000.0] [batch_t 0.249 (0.248)] [data_t 0.008] [optim_t 0.241] [lr 0.000116] [CE 3.549 (3.961)] [KD 1.863 (2.087)] 2024-10-15 04:51:07,629 - Train: 89.09% [1114550/1251000] [890.9/1000.0] [batch_t 0.246 (0.260)] [data_t 0.010] [optim_t 0.237] [lr 0.000116] [CE 4.110 (3.964)] [KD 2.298 (2.099)] 2024-10-15 04:51:20,097 - Train: 89.10% [1114600/1251000] [891.0/1000.0] [batch_t 0.244 (0.249)] [data_t 0.007] [optim_t 0.238] [lr 0.000116] [CE 3.770 (3.984)] [KD 1.882 (2.124)] 2024-10-15 04:51:40,224 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.192)] [top1_cnt 40481] [top5_cnt 47679] [top_all 50000] 2024-10-15 04:51:40,225 - net: 80.962 (95.358) 2024-10-15 04:51:49,944 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 40831] [top5_cnt 47834] [top_all 50000] 2024-10-15 04:51:49,945 - net_E: 81.662 (95.668) 2024-10-15 04:51:50,147 - Max [top1: 80.962 (epoch: 891)] [top1-ema: 81.662 (epoch: 891)] 2024-10-15 04:51:50,147 - ==> Total time: 3 days, 8:13:42 Eta: 9:48:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:52:14,903 - Train: 89.10% [1114650/1251000] [891.0/1000.0] [batch_t 0.242 (0.311)] [data_t 0.007] [optim_t 0.235] [lr 0.000116] [CE 3.471 (3.680)] [KD 1.936 (1.939)] 2024-10-15 04:52:26,758 - Train: 89.10% [1114700/1251000] [891.0/1000.0] [batch_t 0.230 (0.237)] [data_t 0.007] [optim_t 0.223] [lr 0.000116] [CE 4.279 (3.915)] [KD 2.341 (2.078)] 2024-10-15 04:52:38,986 - Train: 89.11% [1114750/1251000] [891.1/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.000116] [CE 3.703 (3.938)] [KD 2.025 (2.093)] 2024-10-15 04:52:51,552 - Train: 89.11% [1114800/1251000] [891.1/1000.0] [batch_t 0.258 (0.251)] [data_t 0.006] [optim_t 0.252] [lr 0.000116] [CE 4.300 (3.936)] [KD 2.354 (2.096)] 2024-10-15 04:53:04,009 - Train: 89.12% [1114850/1251000] [891.2/1000.0] [batch_t 0.230 (0.249)] [data_t 0.009] [optim_t 0.220] [lr 0.000116] [CE 4.044 (3.957)] [KD 2.172 (2.091)] 2024-10-15 04:53:16,323 - Train: 89.12% [1114900/1251000] [891.2/1000.0] [batch_t 0.275 (0.246)] [data_t 0.007] [optim_t 0.268] [lr 0.000116] [CE 3.554 (3.886)] [KD 1.780 (2.053)] 2024-10-15 04:53:28,526 - Train: 89.12% [1114950/1251000] [891.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000116] [CE 3.897 (3.981)] [KD 1.918 (2.104)] 2024-10-15 04:53:40,466 - Train: 89.13% [1115000/1251000] [891.3/1000.0] [batch_t 0.243 (0.239)] [data_t 0.007] [optim_t 0.236] [lr 0.000116] [CE 3.818 (3.912)] [KD 2.019 (2.070)] 2024-10-15 04:53:53,276 - Train: 89.13% [1115050/1251000] [891.3/1000.0] [batch_t 0.232 (0.256)] [data_t 0.010] [optim_t 0.222] [lr 0.000116] [CE 3.754 (3.921)] [KD 2.109 (2.080)] 2024-10-15 04:54:05,712 - Train: 89.14% [1115100/1251000] [891.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.006] [optim_t 0.233] [lr 0.000116] [CE 3.996 (3.906)] [KD 2.125 (2.063)] 2024-10-15 04:54:18,135 - Train: 89.14% [1115150/1251000] [891.4/1000.0] [batch_t 0.243 (0.248)] [data_t 0.011] [optim_t 0.232] [lr 0.000116] [CE 3.645 (4.004)] [KD 1.834 (2.120)] 2024-10-15 04:54:30,238 - Train: 89.14% [1115200/1251000] [891.4/1000.0] [batch_t 0.242 (0.242)] [data_t 0.006] [optim_t 0.235] [lr 0.000116] [CE 4.153 (3.931)] [KD 2.164 (2.075)] 2024-10-15 04:54:42,518 - Train: 89.15% [1115250/1251000] [891.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.000115] [CE 3.692 (3.893)] [KD 1.883 (2.060)] 2024-10-15 04:54:54,399 - Train: 89.15% [1115300/1251000] [891.5/1000.0] [batch_t 0.224 (0.237)] [data_t 0.010] [optim_t 0.214] [lr 0.000115] [CE 3.974 (3.936)] [KD 2.208 (2.094)] 2024-10-15 04:55:06,867 - Train: 89.16% [1115350/1251000] [891.6/1000.0] [batch_t 0.249 (0.249)] [data_t 0.008] [optim_t 0.241] [lr 0.000115] [CE 3.754 (3.878)] [KD 1.987 (2.066)] 2024-10-15 04:55:18,891 - Train: 89.16% [1115400/1251000] [891.6/1000.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.000115] [CE 3.709 (3.926)] [KD 2.000 (2.072)] 2024-10-15 04:55:31,679 - Train: 89.16% [1115450/1251000] [891.6/1000.0] [batch_t 0.236 (0.256)] [data_t 0.009] [optim_t 0.227] [lr 0.000115] [CE 3.538 (3.854)] [KD 1.862 (2.029)] 2024-10-15 04:55:43,615 - Train: 89.17% [1115500/1251000] [891.7/1000.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.000115] [CE 3.513 (3.904)] [KD 1.877 (2.051)] 2024-10-15 04:55:55,772 - Train: 89.17% [1115550/1251000] [891.7/1000.0] [batch_t 0.242 (0.243)] [data_t 0.007] [optim_t 0.236] [lr 0.000115] [CE 3.292 (3.915)] [KD 1.809 (2.065)] 2024-10-15 04:56:07,676 - Train: 89.18% [1115600/1251000] [891.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000115] [CE 3.931 (3.889)] [KD 2.010 (2.054)] 2024-10-15 04:56:20,238 - Train: 89.18% [1115650/1251000] [891.8/1000.0] [batch_t 0.240 (0.251)] [data_t 0.011] [optim_t 0.229] [lr 0.000115] [CE 3.590 (3.906)] [KD 1.878 (2.082)] 2024-10-15 04:56:32,302 - Train: 89.18% [1115700/1251000] [891.8/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000115] [CE 3.963 (3.896)] [KD 2.174 (2.089)] 2024-10-15 04:56:44,581 - Train: 89.19% [1115750/1251000] [891.9/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000115] [CE 3.596 (3.873)] [KD 1.870 (2.041)] 2024-10-15 04:56:57,096 - Train: 89.19% [1115800/1251000] [891.9/1000.0] [batch_t 0.227 (0.250)] [data_t 0.008] [optim_t 0.218] [lr 0.000115] [CE 3.934 (3.885)] [KD 2.107 (2.046)] 2024-10-15 04:57:09,725 - Train: 89.20% [1115850/1251000] [892.0/1000.0] [batch_t 0.236 (0.252)] [data_t 0.010] [optim_t 0.226] [lr 0.000115] [CE 3.448 (3.929)] [KD 1.864 (2.108)] 2024-10-15 04:57:30,070 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.202)] [top1_cnt 40454] [top5_cnt 47669] [top_all 50000] 2024-10-15 04:57:30,071 - net: 80.908 (95.338) 2024-10-15 04:57:39,838 - Test (net_E): 100.00% [50/50] [batch_t 0.488 (0.177)] [top1_cnt 40824] [top5_cnt 47830] [top_all 50000] 2024-10-15 04:57:39,839 - net_E: 81.648 (95.660) 2024-10-15 04:57:40,037 - Max [top1: 80.962 (epoch: 891)] [top1-ema: 81.662 (epoch: 891)] 2024-10-15 04:57:40,038 - ==> Total time: 3 days, 8:19:32 Eta: 9:43:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 04:57:45,467 - Train: 89.20% [1115900/1251000] [892.0/1000.0] [batch_t 0.236 (0.302)] [data_t 0.008] [optim_t 0.229] [lr 0.000115] [CE 4.153 (3.977)] [KD 2.173 (2.046)] 2024-10-15 04:57:57,782 - Train: 89.20% [1115950/1251000] [892.0/1000.0] [batch_t 0.238 (0.246)] [data_t 0.010] [optim_t 0.228] [lr 0.000115] [CE 3.861 (3.941)] [KD 1.822 (2.082)] 2024-10-15 04:58:10,143 - Train: 89.21% [1116000/1251000] [892.1/1000.0] [batch_t 0.480 (0.247)] [data_t 0.008] [optim_t 0.472] [lr 0.000115] [CE 3.723 (3.916)] [KD 1.861 (2.048)] 2024-10-15 04:58:22,902 - Train: 89.21% [1116050/1251000] [892.1/1000.0] [batch_t 0.239 (0.255)] [data_t 0.008] [optim_t 0.231] [lr 0.000114] [CE 3.615 (3.990)] [KD 1.971 (2.111)] 2024-10-15 04:58:35,027 - Train: 89.22% [1116100/1251000] [892.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.010] [optim_t 0.219] [lr 0.000114] [CE 3.974 (3.915)] [KD 1.987 (2.071)] 2024-10-15 04:58:46,951 - Train: 89.22% [1116150/1251000] [892.2/1000.0] [batch_t 0.221 (0.238)] [data_t 0.007] [optim_t 0.214] [lr 0.000114] [CE 3.815 (3.916)] [KD 1.919 (2.046)] 2024-10-15 04:58:59,225 - Train: 89.22% [1116200/1251000] [892.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.224] [lr 0.000114] [CE 4.135 (3.911)] [KD 2.143 (2.084)] 2024-10-15 04:59:12,062 - Train: 89.23% [1116250/1251000] [892.3/1000.0] [batch_t 0.242 (0.257)] [data_t 0.008] [optim_t 0.234] [lr 0.000114] [CE 3.219 (3.889)] [KD 1.650 (2.067)] 2024-10-15 04:59:23,934 - Train: 89.23% [1116300/1251000] [892.3/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.231] [lr 0.000114] [CE 3.915 (3.912)] [KD 1.968 (2.073)] 2024-10-15 04:59:35,935 - Train: 89.24% [1116350/1251000] [892.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.000114] [CE 3.891 (3.885)] [KD 2.010 (2.044)] 2024-10-15 04:59:48,392 - Train: 89.24% [1116400/1251000] [892.4/1000.0] [batch_t 0.246 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.000114] [CE 3.642 (3.858)] [KD 1.891 (2.062)] 2024-10-15 05:00:01,041 - Train: 89.24% [1116450/1251000] [892.4/1000.0] [batch_t 0.230 (0.253)] [data_t 0.010] [optim_t 0.220] [lr 0.000114] [CE 4.308 (3.935)] [KD 2.355 (2.085)] 2024-10-15 05:00:13,376 - Train: 89.25% [1116500/1251000] [892.5/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000114] [CE 4.530 (4.025)] [KD 2.285 (2.129)] 2024-10-15 05:00:25,618 - Train: 89.25% [1116550/1251000] [892.5/1000.0] [batch_t 0.276 (0.245)] [data_t 0.009] [optim_t 0.267] [lr 0.000114] [CE 3.431 (3.946)] [KD 1.786 (2.077)] 2024-10-15 05:00:37,728 - Train: 89.26% [1116600/1251000] [892.6/1000.0] [batch_t 0.243 (0.242)] [data_t 0.008] [optim_t 0.235] [lr 0.000114] [CE 4.114 (3.869)] [KD 2.156 (2.028)] 2024-10-15 05:00:50,546 - Train: 89.26% [1116650/1251000] [892.6/1000.0] [batch_t 0.228 (0.256)] [data_t 0.008] [optim_t 0.219] [lr 0.000114] [CE 3.783 (3.947)] [KD 1.994 (2.083)] 2024-10-15 05:01:02,831 - Train: 89.26% [1116700/1251000] [892.6/1000.0] [batch_t 0.251 (0.245)] [data_t 0.009] [optim_t 0.242] [lr 0.000114] [CE 3.954 (3.868)] [KD 2.196 (2.065)] 2024-10-15 05:01:14,715 - Train: 89.27% [1116750/1251000] [892.7/1000.0] [batch_t 0.238 (0.237)] [data_t 0.010] [optim_t 0.228] [lr 0.000114] [CE 4.208 (3.881)] [KD 2.186 (2.053)] 2024-10-15 05:01:27,279 - Train: 89.27% [1116800/1251000] [892.7/1000.0] [batch_t 0.229 (0.251)] [data_t 0.010] [optim_t 0.218] [lr 0.000114] [CE 4.093 (3.934)] [KD 2.208 (2.077)] 2024-10-15 05:01:40,281 - Train: 89.28% [1116850/1251000] [892.8/1000.0] [batch_t 0.237 (0.260)] [data_t 0.006] [optim_t 0.231] [lr 0.000113] [CE 3.961 (3.880)] [KD 2.090 (2.048)] 2024-10-15 05:01:52,166 - Train: 89.28% [1116900/1251000] [892.8/1000.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000113] [CE 4.624 (3.930)] [KD 2.447 (2.087)] 2024-10-15 05:02:04,556 - Train: 89.28% [1116950/1251000] [892.8/1000.0] [batch_t 0.234 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.000113] [CE 3.545 (3.866)] [KD 1.807 (2.060)] 2024-10-15 05:02:17,367 - Train: 89.29% [1117000/1251000] [892.9/1000.0] [batch_t 0.233 (0.256)] [data_t 0.010] [optim_t 0.223] [lr 0.000113] [CE 4.132 (3.978)] [KD 2.207 (2.100)] 2024-10-15 05:02:30,265 - Train: 89.29% [1117050/1251000] [892.9/1000.0] [batch_t 0.241 (0.258)] [data_t 0.006] [optim_t 0.235] [lr 0.000113] [CE 3.666 (3.872)] [KD 2.024 (2.051)] 2024-10-15 05:02:42,266 - Train: 89.30% [1117100/1251000] [893.0/1000.0] [batch_t 0.232 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.000113] [CE 3.840 (3.940)] [KD 2.032 (2.095)] 2024-10-15 05:03:02,503 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.187)] [top1_cnt 40490] [top5_cnt 47705] [top_all 50000] 2024-10-15 05:03:02,505 - net: 80.980 (95.410) 2024-10-15 05:03:12,606 - Test (net_E): 100.00% [50/50] [batch_t 0.045 (0.186)] [top1_cnt 40851] [top5_cnt 47827] [top_all 50000] 2024-10-15 05:03:12,607 - net_E: 81.702 (95.654) 2024-10-15 05:03:12,795 - Max [top1: 80.980 (epoch: 893)] [top1-ema: 81.702 (epoch: 893)] 2024-10-15 05:03:12,796 - ==> Total time: 3 days, 8:25:05 Eta: 9:38:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:03:32,552 - Train: 89.30% [1117150/1251000] [893.0/1000.0] [batch_t 0.229 (0.310)] [data_t 0.007] [optim_t 0.221] [lr 0.000113] [CE 3.692 (3.810)] [KD 2.159 (2.068)] 2024-10-15 05:03:45,223 - Train: 89.30% [1117200/1251000] [893.0/1000.0] [batch_t 0.544 (0.253)] [data_t 0.009] [optim_t 0.535] [lr 0.000113] [CE 4.122 (3.887)] [KD 2.047 (2.030)] 2024-10-15 05:03:57,668 - Train: 89.31% [1117250/1251000] [893.1/1000.0] [batch_t 0.233 (0.249)] [data_t 0.007] [optim_t 0.226] [lr 0.000113] [CE 3.789 (3.926)] [KD 1.917 (2.081)] 2024-10-15 05:04:09,747 - Train: 89.31% [1117300/1251000] [893.1/1000.0] [batch_t 0.223 (0.241)] [data_t 0.007] [optim_t 0.216] [lr 0.000113] [CE 3.378 (3.913)] [KD 1.841 (2.079)] 2024-10-15 05:04:22,680 - Train: 89.32% [1117350/1251000] [893.2/1000.0] [batch_t 0.250 (0.258)] [data_t 0.010] [optim_t 0.240] [lr 0.000113] [CE 4.391 (3.937)] [KD 2.209 (2.079)] 2024-10-15 05:04:34,995 - Train: 89.32% [1117400/1251000] [893.2/1000.0] [batch_t 0.253 (0.246)] [data_t 0.007] [optim_t 0.246] [lr 0.000113] [CE 3.463 (3.927)] [KD 1.780 (2.083)] 2024-10-15 05:04:47,023 - Train: 89.32% [1117450/1251000] [893.2/1000.0] [batch_t 0.246 (0.240)] [data_t 0.008] [optim_t 0.238] [lr 0.000113] [CE 3.516 (3.882)] [KD 1.796 (2.043)] 2024-10-15 05:04:58,905 - Train: 89.33% [1117500/1251000] [893.3/1000.0] [batch_t 0.265 (0.237)] [data_t 0.007] [optim_t 0.258] [lr 0.000113] [CE 3.778 (3.939)] [KD 1.838 (2.072)] 2024-10-15 05:05:11,868 - Train: 89.33% [1117550/1251000] [893.3/1000.0] [batch_t 0.243 (0.259)] [data_t 0.007] [optim_t 0.236] [lr 0.000113] [CE 3.928 (3.897)] [KD 2.240 (2.073)] 2024-10-15 05:05:23,954 - Train: 89.34% [1117600/1251000] [893.4/1000.0] [batch_t 0.241 (0.242)] [data_t 0.008] [optim_t 0.233] [lr 0.000113] [CE 4.098 (3.943)] [KD 2.147 (2.086)] 2024-10-15 05:05:36,290 - Train: 89.34% [1117650/1251000] [893.4/1000.0] [batch_t 0.249 (0.246)] [data_t 0.007] [optim_t 0.242] [lr 0.000112] [CE 4.188 (3.932)] [KD 2.163 (2.075)] 2024-10-15 05:05:48,486 - Train: 89.34% [1117700/1251000] [893.4/1000.0] [batch_t 0.235 (0.244)] [data_t 0.008] [optim_t 0.227] [lr 0.000112] [CE 4.158 (3.954)] [KD 2.266 (2.096)] 2024-10-15 05:06:00,907 - Train: 89.35% [1117750/1251000] [893.5/1000.0] [batch_t 0.271 (0.248)] [data_t 0.008] [optim_t 0.264] [lr 0.000112] [CE 3.710 (3.950)] [KD 1.820 (2.084)] 2024-10-15 05:06:12,987 - Train: 89.35% [1117800/1251000] [893.5/1000.0] [batch_t 0.244 (0.241)] [data_t 0.011] [optim_t 0.233] [lr 0.000112] [CE 3.515 (3.951)] [KD 1.726 (2.119)] 2024-10-15 05:06:25,637 - Train: 89.36% [1117850/1251000] [893.6/1000.0] [batch_t 0.225 (0.253)] [data_t 0.008] [optim_t 0.217] [lr 0.000112] [CE 3.862 (3.914)] [KD 1.964 (2.073)] 2024-10-15 05:06:38,047 - Train: 89.36% [1117900/1251000] [893.6/1000.0] [batch_t 0.235 (0.248)] [data_t 0.008] [optim_t 0.227] [lr 0.000112] [CE 3.352 (3.882)] [KD 1.766 (2.059)] 2024-10-15 05:06:50,565 - Train: 89.36% [1117950/1251000] [893.6/1000.0] [batch_t 0.232 (0.250)] [data_t 0.008] [optim_t 0.224] [lr 0.000112] [CE 3.424 (3.905)] [KD 1.810 (2.056)] 2024-10-15 05:07:03,107 - Train: 89.37% [1118000/1251000] [893.7/1000.0] [batch_t 0.248 (0.251)] [data_t 0.008] [optim_t 0.240] [lr 0.000112] [CE 4.367 (3.936)] [KD 2.241 (2.058)] 2024-10-15 05:07:15,453 - Train: 89.37% [1118050/1251000] [893.7/1000.0] [batch_t 0.252 (0.247)] [data_t 0.009] [optim_t 0.243] [lr 0.000112] [CE 3.335 (3.770)] [KD 1.747 (2.016)] 2024-10-15 05:07:27,740 - Train: 89.38% [1118100/1251000] [893.8/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.000112] [CE 4.147 (3.915)] [KD 2.166 (2.072)] 2024-10-15 05:07:40,130 - Train: 89.38% [1118150/1251000] [893.8/1000.0] [batch_t 0.232 (0.248)] [data_t 0.010] [optim_t 0.222] [lr 0.000112] [CE 3.351 (3.899)] [KD 1.796 (2.051)] 2024-10-15 05:07:52,636 - Train: 89.38% [1118200/1251000] [893.8/1000.0] [batch_t 0.231 (0.250)] [data_t 0.007] [optim_t 0.224] [lr 0.000112] [CE 3.970 (4.008)] [KD 2.099 (2.099)] 2024-10-15 05:08:04,600 - Train: 89.39% [1118250/1251000] [893.9/1000.0] [batch_t 0.217 (0.239)] [data_t 0.008] [optim_t 0.209] [lr 0.000112] [CE 4.062 (3.843)] [KD 2.175 (2.031)] 2024-10-15 05:08:16,435 - Train: 89.39% [1118300/1251000] [893.9/1000.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.000112] [CE 4.662 (3.886)] [KD 2.600 (2.062)] 2024-10-15 05:08:29,303 - Train: 89.40% [1118350/1251000] [894.0/1000.0] [batch_t 0.245 (0.257)] [data_t 0.007] [optim_t 0.238] [lr 0.000112] [CE 3.792 (3.929)] [KD 1.901 (2.088)] 2024-10-15 05:08:50,491 - Test (net): 100.00% [50/50] [batch_t 0.143 (0.210)] [top1_cnt 40467] [top5_cnt 47736] [top_all 50000] 2024-10-15 05:08:50,492 - net: 80.934 (95.472) 2024-10-15 05:09:01,643 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.205)] [top1_cnt 40847] [top5_cnt 47833] [top_all 50000] 2024-10-15 05:09:01,644 - net_E: 81.694 (95.666) 2024-10-15 05:09:01,881 - Max [top1: 80.980 (epoch: 893)] [top1-ema: 81.702 (epoch: 893)] 2024-10-15 05:09:01,881 - ==> Total time: 3 days, 8:30:54 Eta: 9:32:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:09:11,653 - Train: 89.40% [1118400/1251000] [894.0/1000.0] [batch_t 0.242 (0.318)] [data_t 0.011] [optim_t 0.231] [lr 0.000112] [CE 4.169 (4.028)] [KD 2.041 (2.092)] 2024-10-15 05:09:24,327 - Train: 89.40% [1118450/1251000] [894.0/1000.0] [batch_t 0.252 (0.253)] [data_t 0.007] [optim_t 0.245] [lr 0.000112] [CE 3.970 (3.930)] [KD 2.147 (2.077)] 2024-10-15 05:09:37,334 - Train: 89.41% [1118500/1251000] [894.1/1000.0] [batch_t 0.245 (0.260)] [data_t 0.007] [optim_t 0.239] [lr 0.000111] [CE 4.094 (3.925)] [KD 2.107 (2.058)] 2024-10-15 05:09:49,531 - Train: 89.41% [1118550/1251000] [894.1/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.225] [lr 0.000111] [CE 3.663 (3.873)] [KD 1.926 (2.047)] 2024-10-15 05:10:01,725 - Train: 89.42% [1118600/1251000] [894.2/1000.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.000111] [CE 3.687 (3.884)] [KD 2.062 (2.050)] 2024-10-15 05:10:14,607 - Train: 89.42% [1118650/1251000] [894.2/1000.0] [batch_t 0.239 (0.257)] [data_t 0.006] [optim_t 0.232] [lr 0.000111] [CE 3.943 (3.913)] [KD 2.134 (2.059)] 2024-10-15 05:10:26,860 - Train: 89.42% [1118700/1251000] [894.2/1000.0] [batch_t 0.228 (0.245)] [data_t 0.010] [optim_t 0.219] [lr 0.000111] [CE 4.334 (3.847)] [KD 2.304 (2.024)] 2024-10-15 05:10:39,109 - Train: 89.43% [1118750/1251000] [894.3/1000.0] [batch_t 0.228 (0.245)] [data_t 0.008] [optim_t 0.220] [lr 0.000111] [CE 4.243 (3.926)] [KD 2.275 (2.077)] 2024-10-15 05:10:51,561 - Train: 89.43% [1118800/1251000] [894.3/1000.0] [batch_t 0.403 (0.249)] [data_t 0.011] [optim_t 0.392] [lr 0.000111] [CE 3.847 (3.847)] [KD 2.191 (2.039)] 2024-10-15 05:11:03,670 - Train: 89.44% [1118850/1251000] [894.4/1000.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000111] [CE 3.982 (3.865)] [KD 2.139 (2.042)] 2024-10-15 05:11:15,928 - Train: 89.44% [1118900/1251000] [894.4/1000.0] [batch_t 0.250 (0.245)] [data_t 0.010] [optim_t 0.240] [lr 0.000111] [CE 3.588 (3.903)] [KD 1.960 (2.048)] 2024-10-15 05:11:28,577 - Train: 89.44% [1118950/1251000] [894.4/1000.0] [batch_t 0.237 (0.253)] [data_t 0.011] [optim_t 0.226] [lr 0.000111] [CE 4.238 (3.919)] [KD 2.155 (2.067)] 2024-10-15 05:11:40,742 - Train: 89.45% [1119000/1251000] [894.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.000111] [CE 4.263 (3.923)] [KD 2.278 (2.075)] 2024-10-15 05:11:53,066 - Train: 89.45% [1119050/1251000] [894.5/1000.0] [batch_t 0.255 (0.246)] [data_t 0.011] [optim_t 0.244] [lr 0.000111] [CE 4.015 (3.914)] [KD 2.119 (2.070)] 2024-10-15 05:12:05,498 - Train: 89.46% [1119100/1251000] [894.6/1000.0] [batch_t 0.250 (0.248)] [data_t 0.009] [optim_t 0.240] [lr 0.000111] [CE 4.502 (3.903)] [KD 2.178 (2.069)] 2024-10-15 05:12:18,201 - Train: 89.46% [1119150/1251000] [894.6/1000.0] [batch_t 0.226 (0.254)] [data_t 0.007] [optim_t 0.219] [lr 0.000111] [CE 3.972 (3.922)] [KD 2.097 (2.062)] 2024-10-15 05:12:30,686 - Train: 89.46% [1119200/1251000] [894.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.008] [optim_t 0.226] [lr 0.000111] [CE 3.923 (3.898)] [KD 1.969 (2.042)] 2024-10-15 05:12:43,232 - Train: 89.47% [1119250/1251000] [894.7/1000.0] [batch_t 0.231 (0.251)] [data_t 0.007] [optim_t 0.224] [lr 0.000111] [CE 3.705 (4.016)] [KD 2.092 (2.119)] 2024-10-15 05:12:55,637 - Train: 89.47% [1119300/1251000] [894.7/1000.0] [batch_t 0.246 (0.248)] [data_t 0.008] [optim_t 0.238] [lr 0.000110] [CE 4.358 (3.927)] [KD 2.214 (2.078)] 2024-10-15 05:13:08,243 - Train: 89.48% [1119350/1251000] [894.8/1000.0] [batch_t 0.218 (0.252)] [data_t 0.009] [optim_t 0.210] [lr 0.000110] [CE 3.798 (3.895)] [KD 1.945 (2.061)] 2024-10-15 05:13:20,702 - Train: 89.48% [1119400/1251000] [894.8/1000.0] [batch_t 0.238 (0.249)] [data_t 0.007] [optim_t 0.231] [lr 0.000110] [CE 4.027 (3.885)] [KD 2.156 (2.045)] 2024-10-15 05:13:33,280 - Train: 89.48% [1119450/1251000] [894.8/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.000110] [CE 3.926 (3.957)] [KD 2.120 (2.083)] 2024-10-15 05:13:45,669 - Train: 89.49% [1119500/1251000] [894.9/1000.0] [batch_t 0.248 (0.248)] [data_t 0.010] [optim_t 0.238] [lr 0.000110] [CE 3.446 (3.914)] [KD 1.829 (2.052)] 2024-10-15 05:13:58,366 - Train: 89.49% [1119550/1251000] [894.9/1000.0] [batch_t 0.521 (0.254)] [data_t 0.008] [optim_t 0.513] [lr 0.000110] [CE 3.955 (3.826)] [KD 2.064 (2.034)] 2024-10-15 05:14:10,689 - Train: 89.50% [1119600/1251000] [895.0/1000.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.000110] [CE 4.498 (3.949)] [KD 2.444 (2.110)] 2024-10-15 05:14:31,715 - Test (net): 100.00% [50/50] [batch_t 0.127 (0.192)] [top1_cnt 40481] [top5_cnt 47676] [top_all 50000] 2024-10-15 05:14:31,716 - net: 80.962 (95.352) 2024-10-15 05:14:41,783 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.181)] [top1_cnt 40845] [top5_cnt 47859] [top_all 50000] 2024-10-15 05:14:41,783 - net_E: 81.690 (95.718) 2024-10-15 05:14:41,991 - Max [top1: 80.980 (epoch: 893)] [top1-ema: 81.702 (epoch: 893)] 2024-10-15 05:14:41,991 - ==> Total time: 3 days, 8:36:34 Eta: 9:27:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:14:46,730 - Train: 89.50% [1119650/1251000] [895.0/1000.0] [batch_t 0.243 (0.367)] [data_t 0.008] [optim_t 0.235] [lr 0.000110] [CE 4.304 (4.086)] [KD 2.254 (2.164)] 2024-10-15 05:14:59,321 - Train: 89.50% [1119700/1251000] [895.0/1000.0] [batch_t 0.242 (0.252)] [data_t 0.009] [optim_t 0.233] [lr 0.000110] [CE 3.910 (3.964)] [KD 2.032 (2.098)] 2024-10-15 05:15:12,025 - Train: 89.51% [1119750/1251000] [895.1/1000.0] [batch_t 0.233 (0.254)] [data_t 0.010] [optim_t 0.223] [lr 0.000110] [CE 3.904 (3.859)] [KD 2.055 (2.037)] 2024-10-15 05:15:24,405 - Train: 89.51% [1119800/1251000] [895.1/1000.0] [batch_t 0.248 (0.247)] [data_t 0.010] [optim_t 0.239] [lr 0.000110] [CE 3.831 (3.991)] [KD 2.080 (2.090)] 2024-10-15 05:15:36,597 - Train: 89.52% [1119850/1251000] [895.2/1000.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.000110] [CE 4.454 (3.881)] [KD 2.259 (2.042)] 2024-10-15 05:15:48,719 - Train: 89.52% [1119900/1251000] [895.2/1000.0] [batch_t 0.243 (0.242)] [data_t 0.008] [optim_t 0.235] [lr 0.000110] [CE 3.708 (3.888)] [KD 1.944 (2.042)] 2024-10-15 05:16:00,617 - Train: 89.52% [1119950/1251000] [895.2/1000.0] [batch_t 0.224 (0.238)] [data_t 0.010] [optim_t 0.214] [lr 0.000110] [CE 3.582 (3.856)] [KD 1.882 (2.027)] 2024-10-15 05:16:12,993 - Train: 89.53% [1120000/1251000] [895.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000110] [CE 3.945 (3.936)] [KD 2.041 (2.071)] 2024-10-15 05:16:25,468 - Train: 89.53% [1120050/1251000] [895.3/1000.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.000110] [CE 3.836 (3.907)] [KD 2.029 (2.038)] 2024-10-15 05:16:37,361 - Train: 89.54% [1120100/1251000] [895.4/1000.0] [batch_t 0.228 (0.238)] [data_t 0.010] [optim_t 0.218] [lr 0.000110] [CE 4.238 (3.870)] [KD 2.150 (2.051)] 2024-10-15 05:16:49,596 - Train: 89.54% [1120150/1251000] [895.4/1000.0] [batch_t 0.244 (0.245)] [data_t 0.008] [optim_t 0.236] [lr 0.000109] [CE 3.583 (3.843)] [KD 1.942 (2.014)] 2024-10-15 05:17:02,151 - Train: 89.54% [1120200/1251000] [895.4/1000.0] [batch_t 0.231 (0.251)] [data_t 0.008] [optim_t 0.223] [lr 0.000109] [CE 4.002 (3.855)] [KD 2.224 (2.035)] 2024-10-15 05:17:14,174 - Train: 89.55% [1120250/1251000] [895.5/1000.0] [batch_t 0.226 (0.240)] [data_t 0.011] [optim_t 0.215] [lr 0.000109] [CE 3.874 (3.950)] [KD 1.990 (2.071)] 2024-10-15 05:17:26,229 - Train: 89.55% [1120300/1251000] [895.5/1000.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.000109] [CE 4.073 (3.862)] [KD 2.166 (2.048)] 2024-10-15 05:17:38,952 - Train: 89.56% [1120350/1251000] [895.6/1000.0] [batch_t 0.222 (0.254)] [data_t 0.007] [optim_t 0.215] [lr 0.000109] [CE 4.262 (3.935)] [KD 2.181 (2.070)] 2024-10-15 05:17:50,937 - Train: 89.56% [1120400/1251000] [895.6/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.000109] [CE 4.364 (3.889)] [KD 2.265 (2.061)] 2024-10-15 05:18:03,021 - Train: 89.56% [1120450/1251000] [895.6/1000.0] [batch_t 0.256 (0.241)] [data_t 0.010] [optim_t 0.246] [lr 0.000109] [CE 3.754 (3.819)] [KD 1.975 (2.012)] 2024-10-15 05:18:15,348 - Train: 89.57% [1120500/1251000] [895.7/1000.0] [batch_t 0.221 (0.246)] [data_t 0.007] [optim_t 0.214] [lr 0.000109] [CE 4.022 (3.919)] [KD 1.944 (2.066)] 2024-10-15 05:18:27,637 - Train: 89.57% [1120550/1251000] [895.7/1000.0] [batch_t 0.224 (0.246)] [data_t 0.009] [optim_t 0.214] [lr 0.000109] [CE 3.899 (3.898)] [KD 1.933 (2.036)] 2024-10-15 05:18:39,978 - Train: 89.58% [1120600/1251000] [895.8/1000.0] [batch_t 0.231 (0.247)] [data_t 0.007] [optim_t 0.224] [lr 0.000109] [CE 3.774 (3.938)] [KD 1.861 (2.048)] 2024-10-15 05:18:52,324 - Train: 89.58% [1120650/1251000] [895.8/1000.0] [batch_t 0.224 (0.247)] [data_t 0.009] [optim_t 0.215] [lr 0.000109] [CE 4.308 (3.946)] [KD 2.207 (2.079)] 2024-10-15 05:19:04,390 - Train: 89.58% [1120700/1251000] [895.8/1000.0] [batch_t 0.234 (0.241)] [data_t 0.010] [optim_t 0.224] [lr 0.000109] [CE 3.836 (3.942)] [KD 2.033 (2.035)] 2024-10-15 05:19:17,103 - Train: 89.59% [1120750/1251000] [895.9/1000.0] [batch_t 0.231 (0.254)] [data_t 0.007] [optim_t 0.223] [lr 0.000109] [CE 3.956 (3.936)] [KD 2.142 (2.072)] 2024-10-15 05:19:29,690 - Train: 89.59% [1120800/1251000] [895.9/1000.0] [batch_t 0.222 (0.252)] [data_t 0.007] [optim_t 0.214] [lr 0.000109] [CE 4.089 (3.917)] [KD 2.240 (2.062)] 2024-10-15 05:19:41,812 - Train: 89.60% [1120850/1251000] [896.0/1000.0] [batch_t 0.246 (0.242)] [data_t 0.011] [optim_t 0.236] [lr 0.000109] [CE 3.580 (3.884)] [KD 1.929 (2.034)] 2024-10-15 05:20:01,232 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.163)] [top1_cnt 40521] [top5_cnt 47707] [top_all 50000] 2024-10-15 05:20:01,232 - net: 81.042 (95.414) 2024-10-15 05:20:11,188 - Test (net_E): 100.00% [50/50] [batch_t 0.044 (0.182)] [top1_cnt 40846] [top5_cnt 47866] [top_all 50000] 2024-10-15 05:20:11,189 - net_E: 81.692 (95.732) 2024-10-15 05:20:11,400 - Max [top1: 81.042 (epoch: 896)] [top1-ema: 81.702 (epoch: 893)] 2024-10-15 05:20:11,401 - ==> Total time: 3 days, 8:42:04 Eta: 9:22:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:20:25,089 - Train: 89.60% [1120900/1251000] [896.0/1000.0] [batch_t 0.250 (0.410)] [data_t 0.011] [optim_t 0.239] [lr 0.000109] [CE 3.963 (3.993)] [KD 2.071 (2.140)] 2024-10-15 05:20:37,433 - Train: 89.60% [1120950/1251000] [896.0/1000.0] [batch_t 0.466 (0.247)] [data_t 0.008] [optim_t 0.458] [lr 0.000108] [CE 4.012 (3.796)] [KD 2.192 (1.977)] 2024-10-15 05:20:50,506 - Train: 89.61% [1121000/1251000] [896.1/1000.0] [batch_t 0.234 (0.261)] [data_t 0.007] [optim_t 0.226] [lr 0.000108] [CE 4.021 (3.952)] [KD 2.263 (2.066)] 2024-10-15 05:21:02,675 - Train: 89.61% [1121050/1251000] [896.1/1000.0] [batch_t 0.246 (0.243)] [data_t 0.010] [optim_t 0.236] [lr 0.000108] [CE 4.220 (3.858)] [KD 2.336 (2.034)] 2024-10-15 05:21:15,126 - Train: 89.62% [1121100/1251000] [896.2/1000.0] [batch_t 0.252 (0.249)] [data_t 0.009] [optim_t 0.243] [lr 0.000108] [CE 3.689 (3.914)] [KD 2.046 (2.087)] 2024-10-15 05:21:27,119 - Train: 89.62% [1121150/1251000] [896.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000108] [CE 3.503 (3.867)] [KD 1.835 (2.029)] 2024-10-15 05:21:39,328 - Train: 89.62% [1121200/1251000] [896.2/1000.0] [batch_t 0.227 (0.244)] [data_t 0.007] [optim_t 0.219] [lr 0.000108] [CE 3.900 (3.951)] [KD 1.997 (2.079)] 2024-10-15 05:21:51,493 - Train: 89.63% [1121250/1251000] [896.3/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000108] [CE 4.195 (3.909)] [KD 2.061 (2.061)] 2024-10-15 05:22:04,607 - Train: 89.63% [1121300/1251000] [896.3/1000.0] [batch_t 0.236 (0.262)] [data_t 0.011] [optim_t 0.225] [lr 0.000108] [CE 3.572 (3.904)] [KD 1.985 (2.043)] 2024-10-15 05:22:16,777 - Train: 89.64% [1121350/1251000] [896.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.000108] [CE 4.262 (3.923)] [KD 2.298 (2.058)] 2024-10-15 05:22:28,942 - Train: 89.64% [1121400/1251000] [896.4/1000.0] [batch_t 0.502 (0.243)] [data_t 0.007] [optim_t 0.495] [lr 0.000108] [CE 3.735 (3.908)] [KD 1.938 (2.055)] 2024-10-15 05:22:40,973 - Train: 89.64% [1121450/1251000] [896.4/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.000108] [CE 3.597 (3.923)] [KD 1.892 (2.041)] 2024-10-15 05:22:53,287 - Train: 89.65% [1121500/1251000] [896.5/1000.0] [batch_t 0.247 (0.246)] [data_t 0.008] [optim_t 0.239] [lr 0.000108] [CE 3.799 (3.834)] [KD 1.968 (2.026)] 2024-10-15 05:23:05,391 - Train: 89.65% [1121550/1251000] [896.5/1000.0] [batch_t 0.244 (0.242)] [data_t 0.008] [optim_t 0.235] [lr 0.000108] [CE 4.048 (3.913)] [KD 2.330 (2.054)] 2024-10-15 05:23:17,996 - Train: 89.66% [1121600/1251000] [896.6/1000.0] [batch_t 0.247 (0.252)] [data_t 0.006] [optim_t 0.241] [lr 0.000108] [CE 3.960 (3.945)] [KD 2.068 (2.076)] 2024-10-15 05:23:31,176 - Train: 89.66% [1121650/1251000] [896.6/1000.0] [batch_t 0.230 (0.263)] [data_t 0.006] [optim_t 0.223] [lr 0.000108] [CE 3.993 (3.856)] [KD 2.046 (2.011)] 2024-10-15 05:23:43,406 - Train: 89.66% [1121700/1251000] [896.6/1000.0] [batch_t 0.227 (0.244)] [data_t 0.010] [optim_t 0.218] [lr 0.000108] [CE 3.545 (3.907)] [KD 1.875 (2.055)] 2024-10-15 05:23:55,312 - Train: 89.67% [1121750/1251000] [896.7/1000.0] [batch_t 0.245 (0.238)] [data_t 0.008] [optim_t 0.237] [lr 0.000108] [CE 3.499 (3.876)] [KD 1.778 (2.043)] 2024-10-15 05:24:07,081 - Train: 89.67% [1121800/1251000] [896.7/1000.0] [batch_t 0.237 (0.235)] [data_t 0.007] [optim_t 0.230] [lr 0.000107] [CE 3.459 (3.937)] [KD 1.719 (2.069)] 2024-10-15 05:24:19,398 - Train: 89.68% [1121850/1251000] [896.8/1000.0] [batch_t 0.420 (0.246)] [data_t 0.006] [optim_t 0.414] [lr 0.000107] [CE 4.073 (3.897)] [KD 2.108 (2.057)] 2024-10-15 05:24:31,558 - Train: 89.68% [1121900/1251000] [896.8/1000.0] [batch_t 0.244 (0.243)] [data_t 0.007] [optim_t 0.237] [lr 0.000107] [CE 4.006 (3.894)] [KD 2.027 (2.073)] 2024-10-15 05:24:43,659 - Train: 89.68% [1121950/1251000] [896.8/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000107] [CE 4.246 (3.928)] [KD 2.247 (2.066)] 2024-10-15 05:24:55,959 - Train: 89.69% [1122000/1251000] [896.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.008] [optim_t 0.230] [lr 0.000107] [CE 4.286 (3.955)] [KD 2.337 (2.077)] 2024-10-15 05:25:08,135 - Train: 89.69% [1122050/1251000] [896.9/1000.0] [batch_t 0.245 (0.243)] [data_t 0.010] [optim_t 0.235] [lr 0.000107] [CE 3.418 (3.905)] [KD 1.901 (2.058)] 2024-10-15 05:25:20,491 - Train: 89.70% [1122100/1251000] [897.0/1000.0] [batch_t 0.246 (0.247)] [data_t 0.008] [optim_t 0.239] [lr 0.000107] [CE 3.742 (3.932)] [KD 2.020 (2.092)] 2024-10-15 05:25:41,139 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.179)] [top1_cnt 40581] [top5_cnt 47704] [top_all 50000] 2024-10-15 05:25:41,140 - net: 81.162 (95.408) 2024-10-15 05:25:50,441 - Test (net_E): 100.00% [50/50] [batch_t 0.138 (0.171)] [top1_cnt 40840] [top5_cnt 47860] [top_all 50000] 2024-10-15 05:25:50,442 - net_E: 81.680 (95.720) 2024-10-15 05:25:50,656 - Max [top1: 81.162 (epoch: 897)] [top1-ema: 81.702 (epoch: 893)] 2024-10-15 05:25:50,656 - ==> Total time: 3 days, 8:47:43 Eta: 9:16:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:26:07,300 - Train: 89.70% [1122150/1251000] [897.0/1000.0] [batch_t 0.227 (0.503)] [data_t 0.006] [optim_t 0.221] [lr 0.000107] [CE 3.465 (3.590)] [KD 1.967 (1.932)] 2024-10-15 05:26:19,595 - Train: 89.70% [1122200/1251000] [897.0/1000.0] [batch_t 0.250 (0.246)] [data_t 0.009] [optim_t 0.242] [lr 0.000107] [CE 4.311 (3.872)] [KD 2.207 (2.029)] 2024-10-15 05:26:32,891 - Train: 89.71% [1122250/1251000] [897.1/1000.0] [batch_t 0.255 (0.266)] [data_t 0.009] [optim_t 0.245] [lr 0.000107] [CE 4.160 (3.896)] [KD 2.248 (2.041)] 2024-10-15 05:26:45,278 - Train: 89.71% [1122300/1251000] [897.1/1000.0] [batch_t 0.237 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000107] [CE 4.378 (3.894)] [KD 2.393 (2.041)] 2024-10-15 05:26:57,536 - Train: 89.72% [1122350/1251000] [897.2/1000.0] [batch_t 0.263 (0.245)] [data_t 0.009] [optim_t 0.254] [lr 0.000107] [CE 3.881 (3.933)] [KD 2.092 (2.058)] 2024-10-15 05:27:09,779 - Train: 89.72% [1122400/1251000] [897.2/1000.0] [batch_t 0.239 (0.245)] [data_t 0.010] [optim_t 0.229] [lr 0.000107] [CE 3.736 (3.871)] [KD 1.973 (2.032)] 2024-10-15 05:27:22,246 - Train: 89.72% [1122450/1251000] [897.2/1000.0] [batch_t 0.231 (0.249)] [data_t 0.010] [optim_t 0.222] [lr 0.000107] [CE 4.477 (3.841)] [KD 2.341 (2.007)] 2024-10-15 05:27:34,790 - Train: 89.73% [1122500/1251000] [897.3/1000.0] [batch_t 0.236 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.000107] [CE 3.660 (3.938)] [KD 1.979 (2.087)] 2024-10-15 05:27:46,898 - Train: 89.73% [1122550/1251000] [897.3/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000107] [CE 4.152 (3.903)] [KD 2.075 (2.034)] 2024-10-15 05:27:59,265 - Train: 89.74% [1122600/1251000] [897.4/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000107] [CE 4.005 (3.945)] [KD 2.057 (2.071)] 2024-10-15 05:28:11,763 - Train: 89.74% [1122650/1251000] [897.4/1000.0] [batch_t 0.234 (0.250)] [data_t 0.008] [optim_t 0.226] [lr 0.000106] [CE 3.845 (3.929)] [KD 2.115 (2.066)] 2024-10-15 05:28:24,111 - Train: 89.74% [1122700/1251000] [897.4/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000106] [CE 3.827 (3.875)] [KD 1.996 (2.061)] 2024-10-15 05:28:35,934 - Train: 89.75% [1122750/1251000] [897.5/1000.0] [batch_t 0.217 (0.236)] [data_t 0.007] [optim_t 0.210] [lr 0.000106] [CE 3.927 (3.952)] [KD 2.076 (2.059)] 2024-10-15 05:28:48,003 - Train: 89.75% [1122800/1251000] [897.5/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.000106] [CE 4.261 (3.889)] [KD 2.296 (2.042)] 2024-10-15 05:29:00,629 - Train: 89.76% [1122850/1251000] [897.6/1000.0] [batch_t 0.243 (0.252)] [data_t 0.008] [optim_t 0.235] [lr 0.000106] [CE 4.156 (3.878)] [KD 2.024 (2.050)] 2024-10-15 05:29:13,092 - Train: 89.76% [1122900/1251000] [897.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.229] [lr 0.000106] [CE 4.153 (3.943)] [KD 2.137 (2.049)] 2024-10-15 05:29:25,203 - Train: 89.76% [1122950/1251000] [897.6/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000106] [CE 3.466 (3.918)] [KD 1.859 (2.066)] 2024-10-15 05:29:37,186 - Train: 89.77% [1123000/1251000] [897.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.008] [optim_t 0.233] [lr 0.000106] [CE 3.998 (3.939)] [KD 2.160 (2.063)] 2024-10-15 05:29:49,664 - Train: 89.77% [1123050/1251000] [897.7/1000.0] [batch_t 0.231 (0.249)] [data_t 0.008] [optim_t 0.222] [lr 0.000106] [CE 4.224 (3.971)] [KD 2.262 (2.079)] 2024-10-15 05:30:01,988 - Train: 89.78% [1123100/1251000] [897.8/1000.0] [batch_t 0.252 (0.246)] [data_t 0.008] [optim_t 0.244] [lr 0.000106] [CE 3.848 (3.925)] [KD 2.037 (2.036)] 2024-10-15 05:30:14,271 - Train: 89.78% [1123150/1251000] [897.8/1000.0] [batch_t 0.225 (0.245)] [data_t 0.010] [optim_t 0.216] [lr 0.000106] [CE 3.565 (3.943)] [KD 1.775 (2.084)] 2024-10-15 05:30:26,309 - Train: 89.78% [1123200/1251000] [897.8/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.000106] [CE 3.648 (3.937)] [KD 1.910 (2.075)] 2024-10-15 05:30:39,440 - Train: 89.79% [1123250/1251000] [897.9/1000.0] [batch_t 0.241 (0.262)] [data_t 0.009] [optim_t 0.231] [lr 0.000106] [CE 3.922 (3.861)] [KD 2.058 (2.011)] 2024-10-15 05:30:51,413 - Train: 89.79% [1123300/1251000] [897.9/1000.0] [batch_t 0.240 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.000106] [CE 3.520 (3.930)] [KD 2.019 (2.065)] 2024-10-15 05:31:03,260 - Train: 89.80% [1123350/1251000] [898.0/1000.0] [batch_t 0.249 (0.237)] [data_t 0.008] [optim_t 0.241] [lr 0.000106] [CE 4.145 (3.839)] [KD 2.144 (2.030)] 2024-10-15 05:31:24,107 - Test (net): 100.00% [50/50] [batch_t 0.683 (0.179)] [top1_cnt 40493] [top5_cnt 47679] [top_all 50000] 2024-10-15 05:31:24,107 - net: 80.986 (95.358) 2024-10-15 05:31:33,890 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.178)] [top1_cnt 40838] [top5_cnt 47860] [top_all 50000] 2024-10-15 05:31:33,891 - net_E: 81.676 (95.720) 2024-10-15 05:31:34,108 - Max [top1: 81.162 (epoch: 897)] [top1-ema: 81.702 (epoch: 893)] 2024-10-15 05:31:34,109 - ==> Total time: 3 days, 8:53:26 Eta: 9:11:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:31:38,438 - Train: 89.80% [1123400/1251000] [898.0/1000.0] [batch_t 0.212 (0.505)] [data_t 0.008] [optim_t 0.204] [lr 0.000106] [CE 3.795 (3.882)] [KD 1.896 (1.984)] 2024-10-15 05:31:50,899 - Train: 89.80% [1123450/1251000] [898.0/1000.0] [batch_t 0.225 (0.249)] [data_t 0.009] [optim_t 0.216] [lr 0.000106] [CE 4.353 (3.860)] [KD 2.296 (2.017)] 2024-10-15 05:32:03,149 - Train: 89.81% [1123500/1251000] [898.1/1000.0] [batch_t 0.240 (0.245)] [data_t 0.011] [optim_t 0.229] [lr 0.000105] [CE 4.139 (3.917)] [KD 2.063 (2.041)] 2024-10-15 05:32:15,568 - Train: 89.81% [1123550/1251000] [898.1/1000.0] [batch_t 0.505 (0.248)] [data_t 0.006] [optim_t 0.499] [lr 0.000105] [CE 3.975 (3.900)] [KD 2.145 (2.049)] 2024-10-15 05:32:27,645 - Train: 89.82% [1123600/1251000] [898.2/1000.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.000105] [CE 4.391 (3.931)] [KD 2.275 (2.050)] 2024-10-15 05:32:39,845 - Train: 89.82% [1123650/1251000] [898.2/1000.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.219] [lr 0.000105] [CE 4.126 (3.832)] [KD 2.061 (2.001)] 2024-10-15 05:32:51,755 - Train: 89.82% [1123700/1251000] [898.2/1000.0] [batch_t 0.238 (0.238)] [data_t 0.006] [optim_t 0.232] [lr 0.000105] [CE 3.813 (3.851)] [KD 2.020 (2.011)] 2024-10-15 05:33:03,745 - Train: 89.83% [1123750/1251000] [898.3/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000105] [CE 3.668 (3.940)] [KD 1.856 (2.049)] 2024-10-15 05:33:17,218 - Train: 89.83% [1123800/1251000] [898.3/1000.0] [batch_t 0.247 (0.269)] [data_t 0.007] [optim_t 0.240] [lr 0.000105] [CE 4.035 (3.905)] [KD 2.131 (2.041)] 2024-10-15 05:33:30,046 - Train: 89.84% [1123850/1251000] [898.4/1000.0] [batch_t 0.252 (0.256)] [data_t 0.009] [optim_t 0.242] [lr 0.000105] [CE 4.058 (3.886)] [KD 2.056 (2.019)] 2024-10-15 05:33:42,147 - Train: 89.84% [1123900/1251000] [898.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000105] [CE 3.536 (3.859)] [KD 1.838 (2.035)] 2024-10-15 05:33:54,201 - Train: 89.84% [1123950/1251000] [898.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.000105] [CE 4.159 (3.897)] [KD 2.136 (2.046)] 2024-10-15 05:34:06,713 - Train: 89.85% [1124000/1251000] [898.5/1000.0] [batch_t 0.251 (0.250)] [data_t 0.010] [optim_t 0.242] [lr 0.000105] [CE 3.346 (3.888)] [KD 1.785 (2.040)] 2024-10-15 05:34:19,234 - Train: 89.85% [1124050/1251000] [898.5/1000.0] [batch_t 0.244 (0.250)] [data_t 0.010] [optim_t 0.234] [lr 0.000105] [CE 4.677 (3.883)] [KD 2.557 (2.017)] 2024-10-15 05:34:31,849 - Train: 89.86% [1124100/1251000] [898.6/1000.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000105] [CE 3.854 (3.949)] [KD 2.053 (2.080)] 2024-10-15 05:34:44,443 - Train: 89.86% [1124150/1251000] [898.6/1000.0] [batch_t 0.230 (0.252)] [data_t 0.007] [optim_t 0.223] [lr 0.000105] [CE 3.603 (3.854)] [KD 1.881 (2.009)] 2024-10-15 05:34:57,168 - Train: 89.86% [1124200/1251000] [898.6/1000.0] [batch_t 0.230 (0.254)] [data_t 0.009] [optim_t 0.221] [lr 0.000105] [CE 3.606 (3.987)] [KD 1.825 (2.093)] 2024-10-15 05:35:09,704 - Train: 89.87% [1124250/1251000] [898.7/1000.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000105] [CE 3.901 (3.924)] [KD 2.055 (2.057)] 2024-10-15 05:35:21,742 - Train: 89.87% [1124300/1251000] [898.7/1000.0] [batch_t 0.263 (0.241)] [data_t 0.007] [optim_t 0.257] [lr 0.000105] [CE 4.650 (3.893)] [KD 2.475 (2.031)] 2024-10-15 05:35:33,788 - Train: 89.88% [1124350/1251000] [898.8/1000.0] [batch_t 0.239 (0.241)] [data_t 0.010] [optim_t 0.230] [lr 0.000104] [CE 4.243 (3.915)] [KD 2.277 (2.057)] 2024-10-15 05:35:46,550 - Train: 89.88% [1124400/1251000] [898.8/1000.0] [batch_t 0.240 (0.255)] [data_t 0.010] [optim_t 0.231] [lr 0.000104] [CE 3.611 (3.870)] [KD 1.904 (2.030)] 2024-10-15 05:35:59,670 - Train: 89.88% [1124450/1251000] [898.8/1000.0] [batch_t 0.244 (0.262)] [data_t 0.008] [optim_t 0.236] [lr 0.000104] [CE 3.604 (3.853)] [KD 1.891 (2.014)] 2024-10-15 05:36:12,105 - Train: 89.89% [1124500/1251000] [898.9/1000.0] [batch_t 0.241 (0.248)] [data_t 0.007] [optim_t 0.234] [lr 0.000104] [CE 4.107 (3.986)] [KD 2.171 (2.091)] 2024-10-15 05:36:24,665 - Train: 89.89% [1124550/1251000] [898.9/1000.0] [batch_t 0.231 (0.251)] [data_t 0.010] [optim_t 0.221] [lr 0.000104] [CE 4.359 (3.898)] [KD 2.309 (2.046)] 2024-10-15 05:36:36,966 - Train: 89.90% [1124600/1251000] [899.0/1000.0] [batch_t 0.250 (0.246)] [data_t 0.006] [optim_t 0.244] [lr 0.000104] [CE 4.124 (3.915)] [KD 2.089 (2.047)] 2024-10-15 05:36:58,687 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.181)] [top1_cnt 40482] [top5_cnt 47733] [top_all 50000] 2024-10-15 05:36:58,688 - net: 80.964 (95.466) 2024-10-15 05:37:09,251 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.195)] [top1_cnt 40822] [top5_cnt 47865] [top_all 50000] 2024-10-15 05:37:09,251 - net_E: 81.644 (95.730) 2024-10-15 05:37:09,507 - Max [top1: 81.162 (epoch: 897)] [top1-ema: 81.702 (epoch: 893)] 2024-10-15 05:37:09,508 - ==> Total time: 3 days, 8:59:02 Eta: 9:05:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:37:13,223 - Train: 89.90% [1124650/1251000] [899.0/1000.0] [batch_t 0.925 (0.925)] [data_t 0.615] [optim_t 0.311] [lr 0.000104] [CE 4.311 (4.311)] [KD 2.195 (2.195)] 2024-10-15 05:37:25,728 - Train: 89.90% [1124700/1251000] [899.0/1000.0] [batch_t 0.237 (0.250)] [data_t 0.010] [optim_t 0.228] [lr 0.000104] [CE 3.715 (3.851)] [KD 2.010 (2.011)] 2024-10-15 05:37:38,463 - Train: 89.91% [1124750/1251000] [899.1/1000.0] [batch_t 0.248 (0.255)] [data_t 0.010] [optim_t 0.237] [lr 0.000104] [CE 3.731 (3.960)] [KD 1.864 (2.065)] 2024-10-15 05:37:50,961 - Train: 89.91% [1124800/1251000] [899.1/1000.0] [batch_t 0.258 (0.250)] [data_t 0.007] [optim_t 0.251] [lr 0.000104] [CE 4.015 (3.949)] [KD 2.020 (2.061)] 2024-10-15 05:38:03,310 - Train: 89.92% [1124850/1251000] [899.2/1000.0] [batch_t 0.244 (0.247)] [data_t 0.006] [optim_t 0.238] [lr 0.000104] [CE 3.690 (4.028)] [KD 1.967 (2.098)] 2024-10-15 05:38:15,728 - Train: 89.92% [1124900/1251000] [899.2/1000.0] [batch_t 0.245 (0.248)] [data_t 0.010] [optim_t 0.235] [lr 0.000104] [CE 3.997 (3.831)] [KD 2.069 (2.020)] 2024-10-15 05:38:28,192 - Train: 89.92% [1124950/1251000] [899.2/1000.0] [batch_t 0.243 (0.249)] [data_t 0.010] [optim_t 0.233] [lr 0.000104] [CE 3.974 (3.885)] [KD 2.014 (2.035)] 2024-10-15 05:38:40,342 - Train: 89.93% [1125000/1251000] [899.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.011] [optim_t 0.226] [lr 0.000104] [CE 3.495 (3.878)] [KD 1.917 (2.031)] 2024-10-15 05:38:52,779 - Train: 89.93% [1125050/1251000] [899.3/1000.0] [batch_t 0.239 (0.249)] [data_t 0.008] [optim_t 0.232] [lr 0.000104] [CE 4.057 (3.828)] [KD 2.276 (1.995)] 2024-10-15 05:39:05,509 - Train: 89.94% [1125100/1251000] [899.4/1000.0] [batch_t 0.233 (0.254)] [data_t 0.008] [optim_t 0.225] [lr 0.000104] [CE 3.962 (3.905)] [KD 2.125 (2.036)] 2024-10-15 05:39:18,045 - Train: 89.94% [1125150/1251000] [899.4/1000.0] [batch_t 0.251 (0.251)] [data_t 0.007] [optim_t 0.244] [lr 0.000104] [CE 3.278 (3.906)] [KD 1.717 (2.046)] 2024-10-15 05:39:30,289 - Train: 89.94% [1125200/1251000] [899.4/1000.0] [batch_t 0.252 (0.245)] [data_t 0.007] [optim_t 0.245] [lr 0.000103] [CE 4.040 (3.925)] [KD 2.166 (2.060)] 2024-10-15 05:39:42,450 - Train: 89.95% [1125250/1251000] [899.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.000103] [CE 4.121 (3.927)] [KD 2.067 (2.039)] 2024-10-15 05:39:54,703 - Train: 89.95% [1125300/1251000] [899.5/1000.0] [batch_t 0.431 (0.245)] [data_t 0.009] [optim_t 0.423] [lr 0.000103] [CE 3.693 (3.848)] [KD 2.018 (2.009)] 2024-10-15 05:40:07,101 - Train: 89.96% [1125350/1251000] [899.6/1000.0] [batch_t 0.222 (0.248)] [data_t 0.011] [optim_t 0.211] [lr 0.000103] [CE 4.034 (3.900)] [KD 2.104 (2.049)] 2024-10-15 05:40:19,372 - Train: 89.96% [1125400/1251000] [899.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.000103] [CE 3.970 (3.875)] [KD 2.247 (2.053)] 2024-10-15 05:40:31,893 - Train: 89.96% [1125450/1251000] [899.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.010] [optim_t 0.225] [lr 0.000103] [CE 4.096 (3.884)] [KD 2.128 (1.997)] 2024-10-15 05:40:44,050 - Train: 89.97% [1125500/1251000] [899.7/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.000103] [CE 3.344 (3.890)] [KD 1.815 (2.049)] 2024-10-15 05:40:56,648 - Train: 89.97% [1125550/1251000] [899.7/1000.0] [batch_t 0.242 (0.252)] [data_t 0.010] [optim_t 0.232] [lr 0.000103] [CE 4.026 (3.892)] [KD 2.201 (2.030)] 2024-10-15 05:41:08,918 - Train: 89.98% [1125600/1251000] [899.8/1000.0] [batch_t 0.238 (0.245)] [data_t 0.010] [optim_t 0.228] [lr 0.000103] [CE 3.712 (3.910)] [KD 1.882 (2.030)] 2024-10-15 05:41:21,402 - Train: 89.98% [1125650/1251000] [899.8/1000.0] [batch_t 0.243 (0.249)] [data_t 0.007] [optim_t 0.236] [lr 0.000103] [CE 4.604 (3.957)] [KD 2.277 (2.093)] 2024-10-15 05:41:33,724 - Train: 89.98% [1125700/1251000] [899.8/1000.0] [batch_t 0.261 (0.246)] [data_t 0.011] [optim_t 0.250] [lr 0.000103] [CE 4.092 (3.929)] [KD 2.037 (2.070)] 2024-10-15 05:41:46,569 - Train: 89.99% [1125750/1251000] [899.9/1000.0] [batch_t 0.257 (0.257)] [data_t 0.008] [optim_t 0.249] [lr 0.000103] [CE 4.051 (3.884)] [KD 2.027 (2.011)] 2024-10-15 05:41:58,907 - Train: 89.99% [1125800/1251000] [899.9/1000.0] [batch_t 0.229 (0.247)] [data_t 0.010] [optim_t 0.219] [lr 0.000103] [CE 3.972 (3.934)] [KD 2.047 (2.052)] 2024-10-15 05:42:11,353 - Train: 90.00% [1125850/1251000] [900.0/1000.0] [batch_t 0.242 (0.249)] [data_t 0.010] [optim_t 0.232] [lr 0.000103] [CE 3.187 (3.786)] [KD 1.743 (1.974)] 2024-10-15 05:42:23,563 - Train: 90.00% [1125900/1251000] [900.0/1000.0] [batch_t 0.220 (0.244)] [data_t 0.009] [optim_t 0.211] [lr 0.000103] [CE 3.652 (3.856)] [KD 1.921 (2.010)] 2024-10-15 05:42:33,065 - Test (net): 100.00% [50/50] [batch_t 0.444 (0.178)] [top1_cnt 40548] [top5_cnt 47769] [top_all 50000] 2024-10-15 05:42:33,066 - net: 81.096 (95.538) 2024-10-15 05:42:42,849 - Test (net_E): 100.00% [50/50] [batch_t 0.060 (0.179)] [top1_cnt 40818] [top5_cnt 47870] [top_all 50000] 2024-10-15 05:42:42,849 - net_E: 81.636 (95.740) 2024-10-15 05:42:43,090 - Max [top1: 81.162 (epoch: 897)] [top1-ema: 81.702 (epoch: 893)] 2024-10-15 05:42:43,090 - ==> Total time: 3 days, 9:04:35 Eta: 9:00:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:43:09,189 - Train: 90.00% [1125950/1251000] [900.0/1000.0] [batch_t 0.229 (0.266)] [data_t 0.009] [optim_t 0.220] [lr 0.000103] [CE 4.043 (3.915)] [KD 2.081 (2.035)] 2024-10-15 05:43:21,704 - Train: 90.01% [1126000/1251000] [900.1/1000.0] [batch_t 0.241 (0.250)] [data_t 0.007] [optim_t 0.234] [lr 0.000103] [CE 4.066 (3.830)] [KD 2.135 (1.988)] 2024-10-15 05:43:33,792 - Train: 90.01% [1126050/1251000] [900.1/1000.0] [batch_t 0.233 (0.242)] [data_t 0.010] [optim_t 0.223] [lr 0.000103] [CE 4.127 (3.836)] [KD 2.153 (1.987)] 2024-10-15 05:43:46,243 - Train: 90.02% [1126100/1251000] [900.2/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.231] [lr 0.000102] [CE 3.560 (3.870)] [KD 1.855 (2.022)] 2024-10-15 05:43:58,297 - Train: 90.02% [1126150/1251000] [900.2/1000.0] [batch_t 0.229 (0.241)] [data_t 0.007] [optim_t 0.222] [lr 0.000102] [CE 3.759 (3.909)] [KD 1.913 (2.013)] 2024-10-15 05:44:10,744 - Train: 90.02% [1126200/1251000] [900.2/1000.0] [batch_t 0.228 (0.249)] [data_t 0.008] [optim_t 0.219] [lr 0.000102] [CE 4.030 (3.899)] [KD 2.149 (2.041)] 2024-10-15 05:44:23,217 - Train: 90.03% [1126250/1251000] [900.3/1000.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.225] [lr 0.000102] [CE 4.329 (3.875)] [KD 2.221 (2.012)] 2024-10-15 05:44:35,912 - Train: 90.03% [1126300/1251000] [900.3/1000.0] [batch_t 0.233 (0.254)] [data_t 0.006] [optim_t 0.227] [lr 0.000102] [CE 3.874 (3.925)] [KD 2.045 (2.072)] 2024-10-15 05:44:47,799 - Train: 90.04% [1126350/1251000] [900.4/1000.0] [batch_t 0.231 (0.238)] [data_t 0.010] [optim_t 0.221] [lr 0.000102] [CE 4.072 (3.848)] [KD 2.290 (2.016)] 2024-10-15 05:45:00,268 - Train: 90.04% [1126400/1251000] [900.4/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.231] [lr 0.000102] [CE 3.778 (3.991)] [KD 2.065 (2.082)] 2024-10-15 05:45:12,467 - Train: 90.04% [1126450/1251000] [900.4/1000.0] [batch_t 0.436 (0.244)] [data_t 0.009] [optim_t 0.427] [lr 0.000102] [CE 3.643 (3.877)] [KD 2.002 (2.040)] 2024-10-15 05:45:24,309 - Train: 90.05% [1126500/1251000] [900.5/1000.0] [batch_t 0.247 (0.237)] [data_t 0.008] [optim_t 0.239] [lr 0.000102] [CE 4.174 (3.919)] [KD 2.284 (2.057)] 2024-10-15 05:45:36,728 - Train: 90.05% [1126550/1251000] [900.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000102] [CE 3.089 (3.874)] [KD 1.634 (2.012)] 2024-10-15 05:45:49,293 - Train: 90.06% [1126600/1251000] [900.6/1000.0] [batch_t 0.231 (0.251)] [data_t 0.007] [optim_t 0.225] [lr 0.000102] [CE 3.873 (3.882)] [KD 2.120 (2.039)] 2024-10-15 05:46:01,259 - Train: 90.06% [1126650/1251000] [900.6/1000.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.000102] [CE 3.996 (3.820)] [KD 2.051 (1.975)] 2024-10-15 05:46:13,679 - Train: 90.06% [1126700/1251000] [900.6/1000.0] [batch_t 0.226 (0.248)] [data_t 0.009] [optim_t 0.216] [lr 0.000102] [CE 3.809 (3.908)] [KD 1.949 (2.037)] 2024-10-15 05:46:25,629 - Train: 90.07% [1126750/1251000] [900.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.008] [optim_t 0.233] [lr 0.000102] [CE 3.989 (3.976)] [KD 2.153 (2.081)] 2024-10-15 05:46:38,322 - Train: 90.07% [1126800/1251000] [900.7/1000.0] [batch_t 0.253 (0.254)] [data_t 0.008] [optim_t 0.245] [lr 0.000102] [CE 3.891 (3.831)] [KD 2.091 (1.996)] 2024-10-15 05:46:50,530 - Train: 90.08% [1126850/1251000] [900.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.008] [optim_t 0.231] [lr 0.000102] [CE 3.698 (3.873)] [KD 1.894 (2.036)] 2024-10-15 05:47:03,319 - Train: 90.08% [1126900/1251000] [900.8/1000.0] [batch_t 0.566 (0.256)] [data_t 0.008] [optim_t 0.558] [lr 0.000102] [CE 3.860 (3.959)] [KD 1.827 (2.061)] 2024-10-15 05:47:15,549 - Train: 90.08% [1126950/1251000] [900.8/1000.0] [batch_t 0.243 (0.244)] [data_t 0.008] [optim_t 0.235] [lr 0.000101] [CE 3.201 (3.851)] [KD 1.722 (2.012)] 2024-10-15 05:47:27,927 - Train: 90.09% [1127000/1251000] [900.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000101] [CE 3.633 (3.988)] [KD 1.878 (2.112)] 2024-10-15 05:47:39,735 - Train: 90.09% [1127050/1251000] [900.9/1000.0] [batch_t 0.230 (0.236)] [data_t 0.010] [optim_t 0.220] [lr 0.000101] [CE 3.771 (3.915)] [KD 1.861 (2.043)] 2024-10-15 05:47:52,063 - Train: 90.10% [1127100/1251000] [901.0/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.000101] [CE 3.773 (3.872)] [KD 1.935 (2.044)] 2024-10-15 05:48:03,895 - Train: 90.10% [1127150/1251000] [901.0/1000.0] [batch_t 0.210 (0.236)] [data_t 0.006] [optim_t 0.204] [lr 0.000101] [CE 3.955 (3.866)] [KD 2.192 (2.030)] 2024-10-15 05:48:13,226 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.171)] [top1_cnt 40455] [top5_cnt 47661] [top_all 50000] 2024-10-15 05:48:13,227 - net: 80.910 (95.322) 2024-10-15 05:48:22,602 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.171)] [top1_cnt 40838] [top5_cnt 47860] [top_all 50000] 2024-10-15 05:48:22,603 - net_E: 81.676 (95.720) 2024-10-15 05:48:22,822 - Max [top1: 81.162 (epoch: 897)] [top1-ema: 81.702 (epoch: 893)] 2024-10-15 05:48:22,822 - ==> Total time: 3 days, 9:10:15 Eta: 8:55:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:48:38,882 - Train: 90.10% [1127200/1251000] [901.0/1000.0] [batch_t 0.227 (0.255)] [data_t 0.008] [optim_t 0.219] [lr 0.000101] [CE 4.163 (3.963)] [KD 2.010 (2.064)] 2024-10-15 05:48:50,813 - Train: 90.11% [1127250/1251000] [901.1/1000.0] [batch_t 0.234 (0.238)] [data_t 0.006] [optim_t 0.228] [lr 0.000101] [CE 3.710 (3.979)] [KD 1.984 (2.070)] 2024-10-15 05:49:03,010 - Train: 90.11% [1127300/1251000] [901.1/1000.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.000101] [CE 4.162 (3.869)] [KD 2.192 (2.011)] 2024-10-15 05:49:14,896 - Train: 90.12% [1127350/1251000] [901.2/1000.0] [batch_t 0.238 (0.237)] [data_t 0.007] [optim_t 0.231] [lr 0.000101] [CE 3.651 (3.991)] [KD 1.971 (2.085)] 2024-10-15 05:49:27,585 - Train: 90.12% [1127400/1251000] [901.2/1000.0] [batch_t 0.232 (0.254)] [data_t 0.009] [optim_t 0.223] [lr 0.000101] [CE 3.686 (3.924)] [KD 1.967 (2.052)] 2024-10-15 05:49:39,659 - Train: 90.12% [1127450/1251000] [901.2/1000.0] [batch_t 0.233 (0.241)] [data_t 0.008] [optim_t 0.225] [lr 0.000101] [CE 3.906 (3.920)] [KD 2.128 (2.016)] 2024-10-15 05:49:51,523 - Train: 90.13% [1127500/1251000] [901.3/1000.0] [batch_t 0.228 (0.237)] [data_t 0.008] [optim_t 0.220] [lr 0.000101] [CE 3.478 (3.894)] [KD 1.877 (2.043)] 2024-10-15 05:50:03,718 - Train: 90.13% [1127550/1251000] [901.3/1000.0] [batch_t 0.595 (0.244)] [data_t 0.008] [optim_t 0.587] [lr 0.000101] [CE 4.253 (3.979)] [KD 2.105 (2.067)] 2024-10-15 05:50:16,464 - Train: 90.14% [1127600/1251000] [901.4/1000.0] [batch_t 0.231 (0.255)] [data_t 0.009] [optim_t 0.221] [lr 0.000101] [CE 4.127 (3.846)] [KD 2.172 (2.020)] 2024-10-15 05:50:28,329 - Train: 90.14% [1127650/1251000] [901.4/1000.0] [batch_t 0.239 (0.237)] [data_t 0.010] [optim_t 0.229] [lr 0.000101] [CE 4.098 (3.886)] [KD 2.196 (2.023)] 2024-10-15 05:50:40,632 - Train: 90.14% [1127700/1251000] [901.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.007] [optim_t 0.228] [lr 0.000101] [CE 4.189 (3.856)] [KD 2.162 (2.003)] 2024-10-15 05:50:52,663 - Train: 90.15% [1127750/1251000] [901.5/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.000101] [CE 4.086 (3.947)] [KD 2.120 (2.047)] 2024-10-15 05:51:05,350 - Train: 90.15% [1127800/1251000] [901.5/1000.0] [batch_t 0.250 (0.254)] [data_t 0.008] [optim_t 0.243] [lr 0.000101] [CE 4.431 (3.915)] [KD 2.211 (2.032)] 2024-10-15 05:51:17,388 - Train: 90.16% [1127850/1251000] [901.6/1000.0] [batch_t 0.244 (0.241)] [data_t 0.010] [optim_t 0.234] [lr 0.000100] [CE 3.668 (3.890)] [KD 1.929 (2.046)] 2024-10-15 05:51:30,131 - Train: 90.16% [1127900/1251000] [901.6/1000.0] [batch_t 0.235 (0.255)] [data_t 0.007] [optim_t 0.227] [lr 0.000100] [CE 3.953 (3.906)] [KD 2.136 (2.028)] 2024-10-15 05:51:41,918 - Train: 90.16% [1127950/1251000] [901.6/1000.0] [batch_t 0.246 (0.236)] [data_t 0.009] [optim_t 0.237] [lr 0.000100] [CE 3.722 (3.861)] [KD 1.989 (2.026)] 2024-10-15 05:51:54,666 - Train: 90.17% [1128000/1251000] [901.7/1000.0] [batch_t 0.440 (0.255)] [data_t 0.006] [optim_t 0.434] [lr 0.000100] [CE 3.859 (3.863)] [KD 2.124 (2.028)] 2024-10-15 05:52:06,873 - Train: 90.17% [1128050/1251000] [901.7/1000.0] [batch_t 0.236 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.000100] [CE 4.152 (3.913)] [KD 2.284 (2.041)] 2024-10-15 05:52:18,929 - Train: 90.18% [1128100/1251000] [901.8/1000.0] [batch_t 0.248 (0.241)] [data_t 0.007] [optim_t 0.241] [lr 0.000100] [CE 3.581 (4.009)] [KD 1.841 (2.079)] 2024-10-15 05:52:30,998 - Train: 90.18% [1128150/1251000] [901.8/1000.0] [batch_t 0.242 (0.241)] [data_t 0.007] [optim_t 0.236] [lr 0.000100] [CE 4.077 (3.917)] [KD 2.040 (2.059)] 2024-10-15 05:52:43,779 - Train: 90.18% [1128200/1251000] [901.8/1000.0] [batch_t 0.231 (0.255)] [data_t 0.010] [optim_t 0.221] [lr 0.000100] [CE 4.182 (3.940)] [KD 2.188 (2.044)] 2024-10-15 05:52:56,339 - Train: 90.19% [1128250/1251000] [901.9/1000.0] [batch_t 0.234 (0.251)] [data_t 0.008] [optim_t 0.226] [lr 0.000100] [CE 4.111 (3.997)] [KD 2.073 (2.071)] 2024-10-15 05:53:08,650 - Train: 90.19% [1128300/1251000] [901.9/1000.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.000100] [CE 3.949 (3.884)] [KD 1.917 (2.020)] 2024-10-15 05:53:20,754 - Train: 90.20% [1128350/1251000] [902.0/1000.0] [batch_t 0.226 (0.242)] [data_t 0.010] [optim_t 0.216] [lr 0.000100] [CE 4.322 (3.900)] [KD 2.255 (2.047)] 2024-10-15 05:53:32,902 - Train: 90.20% [1128400/1251000] [902.0/1000.0] [batch_t 0.208 (0.243)] [data_t 0.007] [optim_t 0.201] [lr 0.000100] [CE 3.266 (3.866)] [KD 1.618 (2.006)] 2024-10-15 05:53:42,480 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 40560] [top5_cnt 47751] [top_all 50000] 2024-10-15 05:53:42,481 - net: 81.120 (95.502) 2024-10-15 05:53:51,729 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 40871] [top5_cnt 47849] [top_all 50000] 2024-10-15 05:53:51,730 - net_E: 81.742 (95.698) 2024-10-15 05:53:51,936 - Max [top1: 81.162 (epoch: 897)] [top1-ema: 81.742 (epoch: 902)] 2024-10-15 05:53:51,937 - ==> Total time: 3 days, 9:15:44 Eta: 8:49:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:54:18,676 - Train: 90.20% [1128450/1251000] [902.0/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.000100] [CE 4.087 (3.844)] [KD 2.162 (1.993)] 2024-10-15 05:54:31,345 - Train: 90.21% [1128500/1251000] [902.1/1000.0] [batch_t 0.247 (0.253)] [data_t 0.007] [optim_t 0.240] [lr 0.000100] [CE 3.977 (3.835)] [KD 2.122 (1.993)] 2024-10-15 05:54:43,690 - Train: 90.21% [1128550/1251000] [902.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.010] [optim_t 0.227] [lr 0.000100] [CE 4.648 (3.908)] [KD 2.344 (2.028)] 2024-10-15 05:54:55,891 - Train: 90.22% [1128600/1251000] [902.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.000100] [CE 3.862 (3.928)] [KD 1.927 (2.038)] 2024-10-15 05:55:08,064 - Train: 90.22% [1128650/1251000] [902.2/1000.0] [batch_t 0.243 (0.243)] [data_t 0.006] [optim_t 0.236] [lr 0.000100] [CE 4.003 (3.899)] [KD 2.062 (2.049)] 2024-10-15 05:55:20,781 - Train: 90.22% [1128700/1251000] [902.2/1000.0] [batch_t 0.259 (0.254)] [data_t 0.011] [optim_t 0.248] [lr 0.000099] [CE 3.649 (3.899)] [KD 1.975 (2.020)] 2024-10-15 05:55:33,057 - Train: 90.23% [1128750/1251000] [902.3/1000.0] [batch_t 0.227 (0.245)] [data_t 0.010] [optim_t 0.216] [lr 0.000099] [CE 3.926 (3.879)] [KD 1.929 (2.020)] 2024-10-15 05:55:44,956 - Train: 90.23% [1128800/1251000] [902.3/1000.0] [batch_t 0.232 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.000099] [CE 3.792 (3.866)] [KD 2.001 (2.018)] 2024-10-15 05:55:56,913 - Train: 90.24% [1128850/1251000] [902.4/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.000099] [CE 4.242 (3.869)] [KD 2.318 (2.035)] 2024-10-15 05:56:09,352 - Train: 90.24% [1128900/1251000] [902.4/1000.0] [batch_t 0.230 (0.249)] [data_t 0.008] [optim_t 0.222] [lr 0.000099] [CE 4.025 (3.857)] [KD 2.145 (2.003)] 2024-10-15 05:56:21,581 - Train: 90.24% [1128950/1251000] [902.4/1000.0] [batch_t 0.249 (0.244)] [data_t 0.010] [optim_t 0.238] [lr 0.000099] [CE 3.592 (3.839)] [KD 1.907 (2.015)] 2024-10-15 05:56:33,813 - Train: 90.25% [1129000/1251000] [902.5/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.000099] [CE 3.763 (3.790)] [KD 2.052 (1.988)] 2024-10-15 05:56:45,966 - Train: 90.25% [1129050/1251000] [902.5/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.000099] [CE 3.585 (3.945)] [KD 1.917 (2.033)] 2024-10-15 05:56:58,365 - Train: 90.26% [1129100/1251000] [902.6/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000099] [CE 4.420 (3.947)] [KD 2.231 (2.035)] 2024-10-15 05:57:10,917 - Train: 90.26% [1129150/1251000] [902.6/1000.0] [batch_t 0.238 (0.251)] [data_t 0.009] [optim_t 0.229] [lr 0.000099] [CE 4.033 (3.866)] [KD 2.078 (2.009)] 2024-10-15 05:57:23,322 - Train: 90.26% [1129200/1251000] [902.6/1000.0] [batch_t 0.238 (0.248)] [data_t 0.008] [optim_t 0.230] [lr 0.000099] [CE 4.394 (3.906)] [KD 2.365 (2.037)] 2024-10-15 05:57:35,376 - Train: 90.27% [1129250/1251000] [902.7/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.000099] [CE 3.565 (3.895)] [KD 1.835 (2.002)] 2024-10-15 05:57:48,416 - Train: 90.27% [1129300/1251000] [902.7/1000.0] [batch_t 0.244 (0.261)] [data_t 0.007] [optim_t 0.237] [lr 0.000099] [CE 3.849 (3.939)] [KD 2.000 (2.065)] 2024-10-15 05:58:00,527 - Train: 90.28% [1129350/1251000] [902.8/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.000099] [CE 3.900 (3.909)] [KD 1.837 (2.022)] 2024-10-15 05:58:12,992 - Train: 90.28% [1129400/1251000] [902.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.010] [optim_t 0.224] [lr 0.000099] [CE 3.979 (3.905)] [KD 2.030 (2.028)] 2024-10-15 05:58:24,775 - Train: 90.28% [1129450/1251000] [902.8/1000.0] [batch_t 0.233 (0.235)] [data_t 0.007] [optim_t 0.226] [lr 0.000099] [CE 4.243 (3.933)] [KD 2.013 (2.044)] 2024-10-15 05:58:37,120 - Train: 90.29% [1129500/1251000] [902.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.010] [optim_t 0.226] [lr 0.000099] [CE 3.658 (3.946)] [KD 1.871 (2.042)] 2024-10-15 05:58:49,284 - Train: 90.29% [1129550/1251000] [902.9/1000.0] [batch_t 0.222 (0.243)] [data_t 0.006] [optim_t 0.216] [lr 0.000099] [CE 3.734 (3.926)] [KD 2.114 (2.048)] 2024-10-15 05:59:01,989 - Train: 90.30% [1129600/1251000] [903.0/1000.0] [batch_t 0.238 (0.254)] [data_t 0.008] [optim_t 0.230] [lr 0.000098] [CE 4.112 (3.858)] [KD 2.184 (2.035)] 2024-10-15 05:59:13,605 - Train: 90.30% [1129650/1251000] [903.0/1000.0] [batch_t 0.208 (0.232)] [data_t 0.007] [optim_t 0.201] [lr 0.000098] [CE 3.917 (3.924)] [KD 2.047 (2.045)] 2024-10-15 05:59:23,196 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.167)] [top1_cnt 40584] [top5_cnt 47719] [top_all 50000] 2024-10-15 05:59:23,197 - net: 81.168 (95.438) 2024-10-15 05:59:32,881 - Test (net_E): 100.00% [50/50] [batch_t 0.198 (0.178)] [top1_cnt 40863] [top5_cnt 47860] [top_all 50000] 2024-10-15 05:59:32,898 - net_E: 81.726 (95.720) 2024-10-15 05:59:33,111 - Max [top1: 81.168 (epoch: 903)] [top1-ema: 81.742 (epoch: 902)] 2024-10-15 05:59:33,112 - ==> Total time: 3 days, 9:21:25 Eta: 8:44:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 05:59:58,119 - Train: 90.30% [1129700/1251000] [903.0/1000.0] [batch_t 0.235 (0.262)] [data_t 0.008] [optim_t 0.227] [lr 0.000098] [CE 3.982 (3.935)] [KD 2.104 (2.074)] 2024-10-15 06:00:10,994 - Train: 90.31% [1129750/1251000] [903.1/1000.0] [batch_t 0.244 (0.257)] [data_t 0.009] [optim_t 0.235] [lr 0.000098] [CE 3.906 (3.941)] [KD 2.163 (2.049)] 2024-10-15 06:00:23,375 - Train: 90.31% [1129800/1251000] [903.1/1000.0] [batch_t 0.241 (0.247)] [data_t 0.008] [optim_t 0.233] [lr 0.000098] [CE 3.402 (3.885)] [KD 1.762 (2.013)] 2024-10-15 06:00:35,314 - Train: 90.32% [1129850/1251000] [903.2/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000098] [CE 3.852 (3.844)] [KD 1.966 (2.001)] 2024-10-15 06:00:47,433 - Train: 90.32% [1129900/1251000] [903.2/1000.0] [batch_t 0.221 (0.242)] [data_t 0.007] [optim_t 0.214] [lr 0.000098] [CE 3.625 (3.903)] [KD 1.843 (2.031)] 2024-10-15 06:00:59,358 - Train: 90.32% [1129950/1251000] [903.2/1000.0] [batch_t 0.241 (0.238)] [data_t 0.007] [optim_t 0.234] [lr 0.000098] [CE 3.649 (3.923)] [KD 1.861 (2.044)] 2024-10-15 06:01:11,536 - Train: 90.33% [1130000/1251000] [903.3/1000.0] [batch_t 0.242 (0.243)] [data_t 0.010] [optim_t 0.232] [lr 0.000098] [CE 4.093 (3.869)] [KD 2.181 (2.016)] 2024-10-15 06:01:24,226 - Train: 90.33% [1130050/1251000] [903.3/1000.0] [batch_t 0.232 (0.254)] [data_t 0.008] [optim_t 0.224] [lr 0.000098] [CE 3.900 (3.816)] [KD 2.022 (1.967)] 2024-10-15 06:01:36,546 - Train: 90.34% [1130100/1251000] [903.4/1000.0] [batch_t 0.242 (0.246)] [data_t 0.011] [optim_t 0.232] [lr 0.000098] [CE 4.267 (3.902)] [KD 2.105 (2.020)] 2024-10-15 06:01:48,555 - Train: 90.34% [1130150/1251000] [903.4/1000.0] [batch_t 0.243 (0.240)] [data_t 0.011] [optim_t 0.232] [lr 0.000098] [CE 3.915 (3.922)] [KD 2.012 (2.039)] 2024-10-15 06:02:01,329 - Train: 90.34% [1130200/1251000] [903.4/1000.0] [batch_t 0.257 (0.255)] [data_t 0.010] [optim_t 0.247] [lr 0.000098] [CE 3.615 (3.988)] [KD 1.794 (2.088)] 2024-10-15 06:02:13,326 - Train: 90.35% [1130250/1251000] [903.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.000098] [CE 4.131 (3.922)] [KD 2.269 (2.020)] 2024-10-15 06:02:25,578 - Train: 90.35% [1130300/1251000] [903.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000098] [CE 3.853 (3.900)] [KD 2.020 (2.037)] 2024-10-15 06:02:37,999 - Train: 90.36% [1130350/1251000] [903.6/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000098] [CE 3.698 (3.910)] [KD 1.857 (2.034)] 2024-10-15 06:02:51,474 - Train: 90.36% [1130400/1251000] [903.6/1000.0] [batch_t 0.233 (0.269)] [data_t 0.007] [optim_t 0.226] [lr 0.000098] [CE 3.767 (3.933)] [KD 1.910 (2.054)] 2024-10-15 06:03:03,626 - Train: 90.36% [1130450/1251000] [903.6/1000.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.000098] [CE 3.835 (3.904)] [KD 1.855 (2.032)] 2024-10-15 06:03:16,002 - Train: 90.37% [1130500/1251000] [903.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.008] [optim_t 0.228] [lr 0.000097] [CE 3.982 (3.927)] [KD 2.085 (2.051)] 2024-10-15 06:03:27,936 - Train: 90.37% [1130550/1251000] [903.7/1000.0] [batch_t 0.241 (0.238)] [data_t 0.007] [optim_t 0.233] [lr 0.000097] [CE 4.270 (3.873)] [KD 2.265 (2.016)] 2024-10-15 06:03:40,615 - Train: 90.38% [1130600/1251000] [903.8/1000.0] [batch_t 0.247 (0.253)] [data_t 0.008] [optim_t 0.239] [lr 0.000097] [CE 3.677 (3.939)] [KD 1.801 (2.042)] 2024-10-15 06:03:52,428 - Train: 90.38% [1130650/1251000] [903.8/1000.0] [batch_t 0.244 (0.236)] [data_t 0.008] [optim_t 0.236] [lr 0.000097] [CE 4.028 (3.901)] [KD 2.098 (2.027)] 2024-10-15 06:04:05,667 - Train: 90.38% [1130700/1251000] [903.8/1000.0] [batch_t 0.224 (0.265)] [data_t 0.007] [optim_t 0.217] [lr 0.000097] [CE 3.955 (3.861)] [KD 2.301 (1.995)] 2024-10-15 06:04:17,520 - Train: 90.39% [1130750/1251000] [903.9/1000.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.000097] [CE 4.352 (3.858)] [KD 2.230 (1.987)] 2024-10-15 06:04:30,242 - Train: 90.39% [1130800/1251000] [903.9/1000.0] [batch_t 0.240 (0.254)] [data_t 0.008] [optim_t 0.232] [lr 0.000097] [CE 3.753 (3.917)] [KD 2.046 (2.045)] 2024-10-15 06:04:42,188 - Train: 90.40% [1130850/1251000] [904.0/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.000097] [CE 3.724 (3.862)] [KD 2.051 (1.996)] 2024-10-15 06:04:54,072 - Train: 90.40% [1130900/1251000] [904.0/1000.0] [batch_t 0.212 (0.237)] [data_t 0.006] [optim_t 0.206] [lr 0.000097] [CE 3.825 (3.816)] [KD 1.969 (1.988)] 2024-10-15 06:05:04,838 - Test (net): 100.00% [50/50] [batch_t 0.044 (0.187)] [top1_cnt 40550] [top5_cnt 47758] [top_all 50000] 2024-10-15 06:05:04,839 - net: 81.100 (95.516) 2024-10-15 06:05:14,042 - Test (net_E): 100.00% [50/50] [batch_t 0.399 (0.167)] [top1_cnt 40889] [top5_cnt 47863] [top_all 50000] 2024-10-15 06:05:14,043 - net_E: 81.778 (95.726) 2024-10-15 06:05:14,258 - Max [top1: 81.168 (epoch: 903)] [top1-ema: 81.778 (epoch: 904)] 2024-10-15 06:05:14,259 - ==> Total time: 3 days, 9:27:07 Eta: 8:38:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:05:39,319 - Train: 90.40% [1130950/1251000] [904.0/1000.0] [batch_t 0.258 (0.261)] [data_t 0.007] [optim_t 0.251] [lr 0.000097] [CE 3.749 (3.940)] [KD 1.985 (2.052)] 2024-10-15 06:05:52,064 - Train: 90.41% [1131000/1251000] [904.1/1000.0] [batch_t 0.232 (0.255)] [data_t 0.010] [optim_t 0.222] [lr 0.000097] [CE 3.784 (3.925)] [KD 1.965 (2.033)] 2024-10-15 06:06:04,379 - Train: 90.41% [1131050/1251000] [904.1/1000.0] [batch_t 0.255 (0.246)] [data_t 0.009] [optim_t 0.247] [lr 0.000097] [CE 3.855 (3.896)] [KD 1.957 (2.014)] 2024-10-15 06:06:16,478 - Train: 90.42% [1131100/1251000] [904.2/1000.0] [batch_t 0.230 (0.242)] [data_t 0.008] [optim_t 0.222] [lr 0.000097] [CE 4.159 (3.824)] [KD 2.267 (2.002)] 2024-10-15 06:06:28,750 - Train: 90.42% [1131150/1251000] [904.2/1000.0] [batch_t 0.241 (0.245)] [data_t 0.010] [optim_t 0.230] [lr 0.000097] [CE 3.820 (3.842)] [KD 1.919 (1.985)] 2024-10-15 06:06:41,027 - Train: 90.42% [1131200/1251000] [904.2/1000.0] [batch_t 0.226 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.000097] [CE 3.824 (3.894)] [KD 1.914 (2.030)] 2024-10-15 06:06:53,068 - Train: 90.43% [1131250/1251000] [904.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.000097] [CE 3.761 (3.917)] [KD 2.051 (2.025)] 2024-10-15 06:07:06,219 - Train: 90.43% [1131300/1251000] [904.3/1000.0] [batch_t 0.249 (0.263)] [data_t 0.009] [optim_t 0.240] [lr 0.000097] [CE 4.062 (3.927)] [KD 2.093 (2.038)] 2024-10-15 06:07:18,761 - Train: 90.44% [1131350/1251000] [904.4/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.000097] [CE 3.657 (3.854)] [KD 1.883 (2.028)] 2024-10-15 06:07:31,349 - Train: 90.44% [1131400/1251000] [904.4/1000.0] [batch_t 0.236 (0.252)] [data_t 0.007] [optim_t 0.230] [lr 0.000096] [CE 3.958 (4.000)] [KD 1.987 (2.051)] 2024-10-15 06:07:43,928 - Train: 90.44% [1131450/1251000] [904.4/1000.0] [batch_t 0.242 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.000096] [CE 3.443 (3.920)] [KD 1.704 (2.013)] 2024-10-15 06:07:56,347 - Train: 90.45% [1131500/1251000] [904.5/1000.0] [batch_t 0.255 (0.248)] [data_t 0.010] [optim_t 0.245] [lr 0.000096] [CE 4.182 (3.909)] [KD 2.153 (2.024)] 2024-10-15 06:08:08,826 - Train: 90.45% [1131550/1251000] [904.5/1000.0] [batch_t 0.235 (0.249)] [data_t 0.007] [optim_t 0.228] [lr 0.000096] [CE 4.142 (3.882)] [KD 2.380 (2.015)] 2024-10-15 06:08:22,022 - Train: 90.46% [1131600/1251000] [904.6/1000.0] [batch_t 0.241 (0.264)] [data_t 0.007] [optim_t 0.234] [lr 0.000096] [CE 3.937 (3.907)] [KD 1.928 (2.034)] 2024-10-15 06:08:34,012 - Train: 90.46% [1131650/1251000] [904.6/1000.0] [batch_t 0.249 (0.240)] [data_t 0.007] [optim_t 0.242] [lr 0.000096] [CE 4.550 (3.854)] [KD 2.333 (2.005)] 2024-10-15 06:08:46,300 - Train: 90.46% [1131700/1251000] [904.6/1000.0] [batch_t 0.244 (0.246)] [data_t 0.011] [optim_t 0.233] [lr 0.000096] [CE 3.719 (3.934)] [KD 1.981 (2.030)] 2024-10-15 06:08:58,999 - Train: 90.47% [1131750/1251000] [904.7/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000096] [CE 4.288 (3.950)] [KD 2.227 (2.048)] 2024-10-15 06:09:11,329 - Train: 90.47% [1131800/1251000] [904.7/1000.0] [batch_t 0.241 (0.246)] [data_t 0.007] [optim_t 0.234] [lr 0.000096] [CE 4.216 (4.020)] [KD 2.069 (2.069)] 2024-10-15 06:09:23,119 - Train: 90.48% [1131850/1251000] [904.8/1000.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.000096] [CE 4.423 (3.893)] [KD 2.265 (2.015)] 2024-10-15 06:09:35,593 - Train: 90.48% [1131900/1251000] [904.8/1000.0] [batch_t 0.249 (0.249)] [data_t 0.010] [optim_t 0.239] [lr 0.000096] [CE 3.950 (3.873)] [KD 2.091 (2.014)] 2024-10-15 06:09:47,954 - Train: 90.48% [1131950/1251000] [904.8/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.000096] [CE 4.138 (3.965)] [KD 2.152 (2.040)] 2024-10-15 06:10:00,561 - Train: 90.49% [1132000/1251000] [904.9/1000.0] [batch_t 0.263 (0.252)] [data_t 0.009] [optim_t 0.254] [lr 0.000096] [CE 3.526 (3.928)] [KD 1.803 (2.033)] 2024-10-15 06:10:13,125 - Train: 90.49% [1132050/1251000] [904.9/1000.0] [batch_t 0.242 (0.251)] [data_t 0.008] [optim_t 0.234] [lr 0.000096] [CE 3.700 (3.958)] [KD 1.914 (2.054)] 2024-10-15 06:10:25,865 - Train: 90.50% [1132100/1251000] [905.0/1000.0] [batch_t 0.243 (0.255)] [data_t 0.010] [optim_t 0.234] [lr 0.000096] [CE 3.741 (3.892)] [KD 2.057 (2.016)] 2024-10-15 06:10:38,011 - Train: 90.50% [1132150/1251000] [905.0/1000.0] [batch_t 0.211 (0.243)] [data_t 0.006] [optim_t 0.205] [lr 0.000096] [CE 3.827 (3.899)] [KD 1.865 (2.032)] 2024-10-15 06:10:48,397 - Test (net): 100.00% [50/50] [batch_t 0.307 (0.174)] [top1_cnt 40478] [top5_cnt 47752] [top_all 50000] 2024-10-15 06:10:48,398 - net: 80.956 (95.504) 2024-10-15 06:10:57,554 - Test (net_E): 100.00% [50/50] [batch_t 0.184 (0.167)] [top1_cnt 40916] [top5_cnt 47865] [top_all 50000] 2024-10-15 06:10:57,555 - net_E: 81.832 (95.730) 2024-10-15 06:10:57,738 - Max [top1: 81.168 (epoch: 903)] [top1-ema: 81.832 (epoch: 905)] 2024-10-15 06:10:57,739 - ==> Total time: 3 days, 9:32:50 Eta: 8:33:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:11:24,241 - Train: 90.50% [1132200/1251000] [905.0/1000.0] [batch_t 0.251 (0.270)] [data_t 0.009] [optim_t 0.243] [lr 0.000096] [CE 4.333 (3.867)] [KD 2.152 (1.991)] 2024-10-15 06:11:36,792 - Train: 90.51% [1132250/1251000] [905.1/1000.0] [batch_t 0.477 (0.251)] [data_t 0.007] [optim_t 0.470] [lr 0.000096] [CE 4.031 (3.898)] [KD 2.064 (2.037)] 2024-10-15 06:11:48,568 - Train: 90.51% [1132300/1251000] [905.1/1000.0] [batch_t 0.246 (0.235)] [data_t 0.009] [optim_t 0.237] [lr 0.000095] [CE 4.016 (3.905)] [KD 1.998 (2.012)] 2024-10-15 06:12:01,199 - Train: 90.52% [1132350/1251000] [905.2/1000.0] [batch_t 0.245 (0.252)] [data_t 0.009] [optim_t 0.235] [lr 0.000095] [CE 4.328 (3.938)] [KD 2.313 (2.049)] 2024-10-15 06:12:13,684 - Train: 90.52% [1132400/1251000] [905.2/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000095] [CE 4.034 (3.911)] [KD 2.021 (2.044)] 2024-10-15 06:12:25,840 - Train: 90.52% [1132450/1251000] [905.2/1000.0] [batch_t 0.247 (0.243)] [data_t 0.011] [optim_t 0.237] [lr 0.000095] [CE 3.879 (3.891)] [KD 1.942 (2.015)] 2024-10-15 06:12:38,407 - Train: 90.53% [1132500/1251000] [905.3/1000.0] [batch_t 0.228 (0.251)] [data_t 0.008] [optim_t 0.220] [lr 0.000095] [CE 4.084 (3.943)] [KD 2.040 (2.033)] 2024-10-15 06:12:50,549 - Train: 90.53% [1132550/1251000] [905.3/1000.0] [batch_t 0.245 (0.243)] [data_t 0.008] [optim_t 0.237] [lr 0.000095] [CE 3.360 (3.852)] [KD 1.710 (2.008)] 2024-10-15 06:13:02,740 - Train: 90.54% [1132600/1251000] [905.4/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000095] [CE 3.969 (3.944)] [KD 2.017 (2.058)] 2024-10-15 06:13:15,549 - Train: 90.54% [1132650/1251000] [905.4/1000.0] [batch_t 0.236 (0.256)] [data_t 0.007] [optim_t 0.229] [lr 0.000095] [CE 3.506 (3.875)] [KD 1.765 (1.991)] 2024-10-15 06:13:27,895 - Train: 90.54% [1132700/1251000] [905.4/1000.0] [batch_t 0.243 (0.247)] [data_t 0.007] [optim_t 0.236] [lr 0.000095] [CE 4.116 (3.930)] [KD 2.188 (2.046)] 2024-10-15 06:13:40,142 - Train: 90.55% [1132750/1251000] [905.5/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000095] [CE 4.126 (3.904)] [KD 2.057 (2.018)] 2024-10-15 06:13:52,389 - Train: 90.55% [1132800/1251000] [905.5/1000.0] [batch_t 0.244 (0.245)] [data_t 0.008] [optim_t 0.235] [lr 0.000095] [CE 3.475 (3.881)] [KD 1.876 (2.017)] 2024-10-15 06:14:04,729 - Train: 90.56% [1132850/1251000] [905.6/1000.0] [batch_t 0.226 (0.247)] [data_t 0.009] [optim_t 0.217] [lr 0.000095] [CE 4.356 (3.869)] [KD 2.150 (2.011)] 2024-10-15 06:14:17,042 - Train: 90.56% [1132900/1251000] [905.6/1000.0] [batch_t 0.238 (0.246)] [data_t 0.011] [optim_t 0.228] [lr 0.000095] [CE 3.503 (3.923)] [KD 1.812 (2.012)] 2024-10-15 06:14:30,140 - Train: 90.56% [1132950/1251000] [905.6/1000.0] [batch_t 0.230 (0.262)] [data_t 0.008] [optim_t 0.222] [lr 0.000095] [CE 3.800 (3.819)] [KD 1.827 (1.972)] 2024-10-15 06:14:42,066 - Train: 90.57% [1133000/1251000] [905.7/1000.0] [batch_t 0.243 (0.238)] [data_t 0.007] [optim_t 0.236] [lr 0.000095] [CE 4.156 (3.862)] [KD 2.108 (1.996)] 2024-10-15 06:14:53,916 - Train: 90.57% [1133050/1251000] [905.7/1000.0] [batch_t 0.243 (0.237)] [data_t 0.010] [optim_t 0.233] [lr 0.000095] [CE 3.664 (3.920)] [KD 1.984 (2.037)] 2024-10-15 06:15:06,381 - Train: 90.58% [1133100/1251000] [905.8/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000095] [CE 3.981 (3.904)] [KD 2.167 (2.022)] 2024-10-15 06:15:18,898 - Train: 90.58% [1133150/1251000] [905.8/1000.0] [batch_t 0.248 (0.250)] [data_t 0.010] [optim_t 0.238] [lr 0.000095] [CE 3.984 (3.913)] [KD 2.100 (2.038)] 2024-10-15 06:15:31,208 - Train: 90.58% [1133200/1251000] [905.8/1000.0] [batch_t 0.228 (0.246)] [data_t 0.008] [optim_t 0.220] [lr 0.000095] [CE 4.256 (3.950)] [KD 2.095 (2.047)] 2024-10-15 06:15:43,911 - Train: 90.59% [1133250/1251000] [905.9/1000.0] [batch_t 0.254 (0.254)] [data_t 0.009] [optim_t 0.245] [lr 0.000094] [CE 3.711 (3.875)] [KD 1.979 (2.016)] 2024-10-15 06:15:56,234 - Train: 90.59% [1133300/1251000] [905.9/1000.0] [batch_t 0.238 (0.246)] [data_t 0.010] [optim_t 0.228] [lr 0.000094] [CE 4.006 (3.954)] [KD 2.099 (2.062)] 2024-10-15 06:16:08,660 - Train: 90.60% [1133350/1251000] [906.0/1000.0] [batch_t 0.244 (0.248)] [data_t 0.009] [optim_t 0.234] [lr 0.000094] [CE 3.959 (3.916)] [KD 2.033 (2.014)] 2024-10-15 06:16:20,902 - Train: 90.60% [1133400/1251000] [906.0/1000.0] [batch_t 0.219 (0.245)] [data_t 0.008] [optim_t 0.211] [lr 0.000094] [CE 3.804 (3.857)] [KD 2.025 (1.993)] 2024-10-15 06:16:32,107 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.185)] [top1_cnt 40507] [top5_cnt 47729] [top_all 50000] 2024-10-15 06:16:32,108 - net: 81.014 (95.458) 2024-10-15 06:16:41,725 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.176)] [top1_cnt 40918] [top5_cnt 47862] [top_all 50000] 2024-10-15 06:16:41,726 - net_E: 81.836 (95.724) 2024-10-15 06:16:41,953 - Max [top1: 81.168 (epoch: 903)] [top1-ema: 81.836 (epoch: 906)] 2024-10-15 06:16:41,954 - ==> Total time: 3 days, 9:38:34 Eta: 8:28:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:17:06,461 - Train: 90.60% [1133450/1251000] [906.0/1000.0] [batch_t 0.242 (0.259)] [data_t 0.008] [optim_t 0.234] [lr 0.000094] [CE 4.159 (3.896)] [KD 2.135 (2.033)] 2024-10-15 06:17:19,802 - Train: 90.61% [1133500/1251000] [906.1/1000.0] [batch_t 0.251 (0.267)] [data_t 0.007] [optim_t 0.244] [lr 0.000094] [CE 3.893 (3.823)] [KD 1.911 (1.970)] 2024-10-15 06:17:31,942 - Train: 90.61% [1133550/1251000] [906.1/1000.0] [batch_t 0.223 (0.243)] [data_t 0.007] [optim_t 0.216] [lr 0.000094] [CE 3.827 (3.932)] [KD 2.055 (2.036)] 2024-10-15 06:17:44,155 - Train: 90.62% [1133600/1251000] [906.2/1000.0] [batch_t 0.219 (0.244)] [data_t 0.007] [optim_t 0.212] [lr 0.000094] [CE 3.918 (3.906)] [KD 2.113 (2.020)] 2024-10-15 06:17:56,838 - Train: 90.62% [1133650/1251000] [906.2/1000.0] [batch_t 0.243 (0.253)] [data_t 0.010] [optim_t 0.233] [lr 0.000094] [CE 4.407 (3.911)] [KD 2.206 (2.031)] 2024-10-15 06:18:09,179 - Train: 90.62% [1133700/1251000] [906.2/1000.0] [batch_t 0.237 (0.247)] [data_t 0.011] [optim_t 0.226] [lr 0.000094] [CE 3.760 (3.894)] [KD 1.966 (2.017)] 2024-10-15 06:18:21,057 - Train: 90.63% [1133750/1251000] [906.3/1000.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.000094] [CE 4.363 (3.936)] [KD 2.292 (2.024)] 2024-10-15 06:18:33,875 - Train: 90.63% [1133800/1251000] [906.3/1000.0] [batch_t 0.240 (0.256)] [data_t 0.007] [optim_t 0.233] [lr 0.000094] [CE 3.487 (3.919)] [KD 1.825 (2.010)] 2024-10-15 06:18:46,088 - Train: 90.64% [1133850/1251000] [906.4/1000.0] [batch_t 0.225 (0.244)] [data_t 0.007] [optim_t 0.218] [lr 0.000094] [CE 4.216 (3.968)] [KD 2.120 (2.036)] 2024-10-15 06:18:58,127 - Train: 90.64% [1133900/1251000] [906.4/1000.0] [batch_t 0.244 (0.241)] [data_t 0.008] [optim_t 0.236] [lr 0.000094] [CE 3.711 (3.937)] [KD 1.944 (2.023)] 2024-10-15 06:19:10,721 - Train: 90.64% [1133950/1251000] [906.4/1000.0] [batch_t 0.246 (0.252)] [data_t 0.008] [optim_t 0.239] [lr 0.000094] [CE 3.920 (3.902)] [KD 2.022 (1.998)] 2024-10-15 06:19:22,870 - Train: 90.65% [1134000/1251000] [906.5/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.000094] [CE 4.005 (3.972)] [KD 2.075 (2.053)] 2024-10-15 06:19:35,138 - Train: 90.65% [1134050/1251000] [906.5/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.000094] [CE 3.953 (3.807)] [KD 2.110 (1.972)] 2024-10-15 06:19:48,028 - Train: 90.66% [1134100/1251000] [906.6/1000.0] [batch_t 0.243 (0.258)] [data_t 0.010] [optim_t 0.233] [lr 0.000094] [CE 3.624 (3.941)] [KD 1.860 (2.023)] 2024-10-15 06:20:00,039 - Train: 90.66% [1134150/1251000] [906.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.008] [optim_t 0.226] [lr 0.000093] [CE 2.894 (3.841)] [KD 1.542 (2.015)] 2024-10-15 06:20:12,276 - Train: 90.66% [1134200/1251000] [906.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.000093] [CE 3.712 (3.893)] [KD 1.864 (1.995)] 2024-10-15 06:20:25,131 - Train: 90.67% [1134250/1251000] [906.7/1000.0] [batch_t 0.233 (0.257)] [data_t 0.009] [optim_t 0.223] [lr 0.000093] [CE 3.933 (3.937)] [KD 2.003 (2.048)] 2024-10-15 06:20:37,641 - Train: 90.67% [1134300/1251000] [906.7/1000.0] [batch_t 0.252 (0.250)] [data_t 0.007] [optim_t 0.245] [lr 0.000093] [CE 4.028 (3.911)] [KD 2.191 (2.010)] 2024-10-15 06:20:49,490 - Train: 90.68% [1134350/1251000] [906.8/1000.0] [batch_t 0.240 (0.237)] [data_t 0.010] [optim_t 0.230] [lr 0.000093] [CE 4.169 (3.991)] [KD 2.124 (2.047)] 2024-10-15 06:21:02,100 - Train: 90.68% [1134400/1251000] [906.8/1000.0] [batch_t 0.245 (0.252)] [data_t 0.008] [optim_t 0.238] [lr 0.000093] [CE 4.277 (3.913)] [KD 2.375 (2.015)] 2024-10-15 06:21:14,223 - Train: 90.68% [1134450/1251000] [906.8/1000.0] [batch_t 0.221 (0.242)] [data_t 0.008] [optim_t 0.213] [lr 0.000093] [CE 3.677 (3.913)] [KD 2.123 (2.037)] 2024-10-15 06:21:26,742 - Train: 90.69% [1134500/1251000] [906.9/1000.0] [batch_t 0.262 (0.250)] [data_t 0.011] [optim_t 0.251] [lr 0.000093] [CE 3.985 (3.933)] [KD 2.135 (2.024)] 2024-10-15 06:21:39,231 - Train: 90.69% [1134550/1251000] [906.9/1000.0] [batch_t 0.228 (0.250)] [data_t 0.010] [optim_t 0.218] [lr 0.000093] [CE 3.689 (3.941)] [KD 1.888 (2.031)] 2024-10-15 06:21:51,290 - Train: 90.70% [1134600/1251000] [907.0/1000.0] [batch_t 0.236 (0.241)] [data_t 0.010] [optim_t 0.226] [lr 0.000093] [CE 3.601 (3.952)] [KD 1.897 (2.059)] 2024-10-15 06:22:03,253 - Train: 90.70% [1134650/1251000] [907.0/1000.0] [batch_t 0.209 (0.239)] [data_t 0.006] [optim_t 0.203] [lr 0.000093] [CE 3.995 (3.849)] [KD 2.008 (1.995)] 2024-10-15 06:22:13,910 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.171)] [top1_cnt 40556] [top5_cnt 47748] [top_all 50000] 2024-10-15 06:22:13,911 - net: 81.112 (95.496) 2024-10-15 06:22:23,958 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.185)] [top1_cnt 40916] [top5_cnt 47877] [top_all 50000] 2024-10-15 06:22:23,959 - net_E: 81.832 (95.754) 2024-10-15 06:22:24,191 - Max [top1: 81.168 (epoch: 903)] [top1-ema: 81.836 (epoch: 906)] 2024-10-15 06:22:24,192 - ==> Total time: 3 days, 9:44:16 Eta: 8:22:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:22:38,429 - Train: 90.70% [1134700/1251000] [907.0/1000.0] [batch_t 0.225 (0.259)] [data_t 0.007] [optim_t 0.218] [lr 0.000093] [CE 3.838 (3.914)] [KD 2.153 (2.040)] 2024-10-15 06:22:51,136 - Train: 90.71% [1134750/1251000] [907.1/1000.0] [batch_t 0.225 (0.254)] [data_t 0.010] [optim_t 0.215] [lr 0.000093] [CE 3.858 (3.917)] [KD 1.898 (2.040)] 2024-10-15 06:23:03,184 - Train: 90.71% [1134800/1251000] [907.1/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.000093] [CE 3.631 (3.956)] [KD 1.864 (2.040)] 2024-10-15 06:23:15,376 - Train: 90.72% [1134850/1251000] [907.2/1000.0] [batch_t 0.251 (0.244)] [data_t 0.007] [optim_t 0.244] [lr 0.000093] [CE 4.164 (3.914)] [KD 2.080 (2.027)] 2024-10-15 06:23:27,377 - Train: 90.72% [1134900/1251000] [907.2/1000.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.000093] [CE 4.163 (3.941)] [KD 2.179 (2.040)] 2024-10-15 06:23:39,815 - Train: 90.72% [1134950/1251000] [907.2/1000.0] [batch_t 0.226 (0.249)] [data_t 0.009] [optim_t 0.218] [lr 0.000093] [CE 3.925 (3.822)] [KD 1.964 (1.990)] 2024-10-15 06:23:52,054 - Train: 90.73% [1135000/1251000] [907.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000093] [CE 3.567 (3.998)] [KD 1.990 (2.071)] 2024-10-15 06:24:04,571 - Train: 90.73% [1135050/1251000] [907.3/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.000093] [CE 3.621 (3.867)] [KD 1.916 (1.991)] 2024-10-15 06:24:16,812 - Train: 90.74% [1135100/1251000] [907.4/1000.0] [batch_t 0.230 (0.245)] [data_t 0.007] [optim_t 0.223] [lr 0.000092] [CE 3.717 (3.917)] [KD 1.896 (2.003)] 2024-10-15 06:24:29,308 - Train: 90.74% [1135150/1251000] [907.4/1000.0] [batch_t 0.221 (0.250)] [data_t 0.006] [optim_t 0.214] [lr 0.000092] [CE 3.918 (3.853)] [KD 2.113 (2.004)] 2024-10-15 06:24:41,236 - Train: 90.74% [1135200/1251000] [907.4/1000.0] [batch_t 0.239 (0.238)] [data_t 0.007] [optim_t 0.232] [lr 0.000092] [CE 3.784 (3.874)] [KD 2.003 (1.990)] 2024-10-15 06:24:53,650 - Train: 90.75% [1135250/1251000] [907.5/1000.0] [batch_t 0.229 (0.248)] [data_t 0.008] [optim_t 0.220] [lr 0.000092] [CE 3.456 (3.825)] [KD 1.695 (1.976)] 2024-10-15 06:25:06,149 - Train: 90.75% [1135300/1251000] [907.5/1000.0] [batch_t 0.233 (0.250)] [data_t 0.012] [optim_t 0.221] [lr 0.000092] [CE 4.285 (3.944)] [KD 2.212 (2.036)] 2024-10-15 06:25:18,734 - Train: 90.76% [1135350/1251000] [907.6/1000.0] [batch_t 0.500 (0.252)] [data_t 0.010] [optim_t 0.490] [lr 0.000092] [CE 4.023 (3.883)] [KD 2.004 (2.000)] 2024-10-15 06:25:31,070 - Train: 90.76% [1135400/1251000] [907.6/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000092] [CE 3.909 (3.880)] [KD 2.096 (2.026)] 2024-10-15 06:25:43,470 - Train: 90.76% [1135450/1251000] [907.6/1000.0] [batch_t 0.229 (0.248)] [data_t 0.009] [optim_t 0.220] [lr 0.000092] [CE 4.348 (3.916)] [KD 2.192 (2.019)] 2024-10-15 06:25:55,519 - Train: 90.77% [1135500/1251000] [907.7/1000.0] [batch_t 0.229 (0.241)] [data_t 0.010] [optim_t 0.219] [lr 0.000092] [CE 4.221 (3.901)] [KD 2.249 (2.030)] 2024-10-15 06:26:07,871 - Train: 90.77% [1135550/1251000] [907.7/1000.0] [batch_t 0.241 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.000092] [CE 3.405 (3.883)] [KD 1.826 (1.989)] 2024-10-15 06:26:20,452 - Train: 90.78% [1135600/1251000] [907.8/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000092] [CE 3.841 (3.940)] [KD 2.123 (2.056)] 2024-10-15 06:26:32,913 - Train: 90.78% [1135650/1251000] [907.8/1000.0] [batch_t 0.220 (0.249)] [data_t 0.007] [optim_t 0.213] [lr 0.000092] [CE 3.956 (3.921)] [KD 2.039 (2.060)] 2024-10-15 06:26:45,204 - Train: 90.78% [1135700/1251000] [907.8/1000.0] [batch_t 0.242 (0.246)] [data_t 0.007] [optim_t 0.235] [lr 0.000092] [CE 3.487 (3.937)] [KD 1.853 (2.023)] 2024-10-15 06:26:57,414 - Train: 90.79% [1135750/1251000] [907.9/1000.0] [batch_t 0.231 (0.244)] [data_t 0.010] [optim_t 0.221] [lr 0.000092] [CE 3.466 (3.910)] [KD 1.778 (1.994)] 2024-10-15 06:27:09,628 - Train: 90.79% [1135800/1251000] [907.9/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.000092] [CE 4.126 (3.942)] [KD 2.184 (2.042)] 2024-10-15 06:27:22,134 - Train: 90.80% [1135850/1251000] [908.0/1000.0] [batch_t 0.471 (0.250)] [data_t 0.007] [optim_t 0.465] [lr 0.000092] [CE 4.147 (3.893)] [KD 2.318 (2.010)] 2024-10-15 06:27:34,530 - Train: 90.80% [1135900/1251000] [908.0/1000.0] [batch_t 0.216 (0.248)] [data_t 0.006] [optim_t 0.210] [lr 0.000092] [CE 3.959 (3.890)] [KD 2.107 (2.018)] 2024-10-15 06:27:46,541 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.193)] [top1_cnt 40551] [top5_cnt 47741] [top_all 50000] 2024-10-15 06:27:46,542 - net: 81.102 (95.482) 2024-10-15 06:27:57,107 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.195)] [top1_cnt 40881] [top5_cnt 47875] [top_all 50000] 2024-10-15 06:27:57,108 - net_E: 81.762 (95.750) 2024-10-15 06:27:57,358 - Max [top1: 81.168 (epoch: 903)] [top1-ema: 81.836 (epoch: 906)] 2024-10-15 06:27:57,358 - ==> Total time: 3 days, 9:49:50 Eta: 8:17:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:28:12,336 - Train: 90.80% [1135950/1251000] [908.0/1000.0] [batch_t 0.231 (0.280)] [data_t 0.010] [optim_t 0.220] [lr 0.000092] [CE 3.802 (3.954)] [KD 1.924 (2.029)] 2024-10-15 06:28:24,697 - Train: 90.81% [1136000/1251000] [908.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000091] [CE 4.398 (3.874)] [KD 2.179 (1.984)] 2024-10-15 06:28:37,159 - Train: 90.81% [1136050/1251000] [908.1/1000.0] [batch_t 0.246 (0.249)] [data_t 0.007] [optim_t 0.239] [lr 0.000091] [CE 3.812 (3.893)] [KD 2.051 (2.016)] 2024-10-15 06:28:49,828 - Train: 90.82% [1136100/1251000] [908.2/1000.0] [batch_t 0.226 (0.253)] [data_t 0.010] [optim_t 0.216] [lr 0.000091] [CE 4.060 (3.858)] [KD 2.121 (1.996)] 2024-10-15 06:29:01,971 - Train: 90.82% [1136150/1251000] [908.2/1000.0] [batch_t 0.259 (0.243)] [data_t 0.008] [optim_t 0.251] [lr 0.000091] [CE 4.685 (3.945)] [KD 2.437 (2.044)] 2024-10-15 06:29:15,074 - Train: 90.82% [1136200/1251000] [908.2/1000.0] [batch_t 0.245 (0.262)] [data_t 0.010] [optim_t 0.235] [lr 0.000091] [CE 3.771 (3.946)] [KD 1.957 (2.040)] 2024-10-15 06:29:27,401 - Train: 90.83% [1136250/1251000] [908.3/1000.0] [batch_t 0.236 (0.246)] [data_t 0.011] [optim_t 0.225] [lr 0.000091] [CE 3.560 (3.904)] [KD 2.013 (2.007)] 2024-10-15 06:29:39,456 - Train: 90.83% [1136300/1251000] [908.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.007] [optim_t 0.229] [lr 0.000091] [CE 3.985 (3.872)] [KD 1.940 (2.009)] 2024-10-15 06:29:51,726 - Train: 90.84% [1136350/1251000] [908.4/1000.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.220] [lr 0.000091] [CE 4.309 (3.925)] [KD 2.187 (2.010)] 2024-10-15 06:30:04,608 - Train: 90.84% [1136400/1251000] [908.4/1000.0] [batch_t 0.243 (0.257)] [data_t 0.011] [optim_t 0.233] [lr 0.000091] [CE 3.544 (3.895)] [KD 1.768 (2.017)] 2024-10-15 06:30:16,850 - Train: 90.84% [1136450/1251000] [908.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.000091] [CE 3.544 (3.848)] [KD 1.859 (1.994)] 2024-10-15 06:30:28,999 - Train: 90.85% [1136500/1251000] [908.5/1000.0] [batch_t 0.230 (0.243)] [data_t 0.010] [optim_t 0.220] [lr 0.000091] [CE 3.652 (3.818)] [KD 1.901 (1.971)] 2024-10-15 06:30:41,210 - Train: 90.85% [1136550/1251000] [908.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.007] [optim_t 0.229] [lr 0.000091] [CE 4.250 (3.880)] [KD 2.202 (2.007)] 2024-10-15 06:30:53,112 - Train: 90.86% [1136600/1251000] [908.6/1000.0] [batch_t 0.226 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.000091] [CE 3.626 (3.860)] [KD 1.926 (1.995)] 2024-10-15 06:31:05,315 - Train: 90.86% [1136650/1251000] [908.6/1000.0] [batch_t 0.244 (0.244)] [data_t 0.011] [optim_t 0.233] [lr 0.000091] [CE 4.296 (3.886)] [KD 2.075 (2.008)] 2024-10-15 06:31:17,241 - Train: 90.86% [1136700/1251000] [908.6/1000.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000091] [CE 4.036 (3.933)] [KD 2.071 (2.050)] 2024-10-15 06:31:30,136 - Train: 90.87% [1136750/1251000] [908.7/1000.0] [batch_t 0.249 (0.258)] [data_t 0.009] [optim_t 0.240] [lr 0.000091] [CE 4.195 (3.964)] [KD 2.144 (2.026)] 2024-10-15 06:31:42,530 - Train: 90.87% [1136800/1251000] [908.7/1000.0] [batch_t 0.228 (0.248)] [data_t 0.011] [optim_t 0.217] [lr 0.000091] [CE 3.325 (3.877)] [KD 1.710 (2.002)] 2024-10-15 06:31:54,848 - Train: 90.88% [1136850/1251000] [908.8/1000.0] [batch_t 0.258 (0.246)] [data_t 0.010] [optim_t 0.248] [lr 0.000091] [CE 4.172 (3.906)] [KD 2.123 (2.001)] 2024-10-15 06:32:06,883 - Train: 90.88% [1136900/1251000] [908.8/1000.0] [batch_t 0.236 (0.240)] [data_t 0.008] [optim_t 0.229] [lr 0.000091] [CE 3.296 (3.899)] [KD 1.646 (2.018)] 2024-10-15 06:32:19,470 - Train: 90.88% [1136950/1251000] [908.8/1000.0] [batch_t 0.232 (0.252)] [data_t 0.007] [optim_t 0.225] [lr 0.000090] [CE 3.767 (3.823)] [KD 1.917 (1.959)] 2024-10-15 06:32:31,841 - Train: 90.89% [1137000/1251000] [908.9/1000.0] [batch_t 0.253 (0.247)] [data_t 0.010] [optim_t 0.242] [lr 0.000090] [CE 3.885 (3.953)] [KD 1.941 (2.056)] 2024-10-15 06:32:44,785 - Train: 90.89% [1137050/1251000] [908.9/1000.0] [batch_t 0.234 (0.259)] [data_t 0.010] [optim_t 0.224] [lr 0.000090] [CE 3.749 (3.887)] [KD 1.988 (1.991)] 2024-10-15 06:32:57,264 - Train: 90.90% [1137100/1251000] [909.0/1000.0] [batch_t 0.237 (0.249)] [data_t 0.009] [optim_t 0.228] [lr 0.000090] [CE 3.646 (3.883)] [KD 1.766 (2.006)] 2024-10-15 06:33:10,234 - Train: 90.90% [1137150/1251000] [909.0/1000.0] [batch_t 0.217 (0.259)] [data_t 0.009] [optim_t 0.208] [lr 0.000090] [CE 3.874 (3.896)] [KD 1.931 (2.006)] 2024-10-15 06:33:21,956 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.182)] [top1_cnt 40639] [top5_cnt 47733] [top_all 50000] 2024-10-15 06:33:21,957 - net: 81.278 (95.466) 2024-10-15 06:33:31,820 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.181)] [top1_cnt 40905] [top5_cnt 47885] [top_all 50000] 2024-10-15 06:33:31,820 - net_E: 81.810 (95.770) 2024-10-15 06:33:32,058 - Max [top1: 81.278 (epoch: 909)] [top1-ema: 81.836 (epoch: 906)] 2024-10-15 06:33:32,059 - ==> Total time: 3 days, 9:55:24 Eta: 8:12:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:33:54,281 - Train: 90.90% [1137200/1251000] [909.0/1000.0] [batch_t 0.251 (0.257)] [data_t 0.011] [optim_t 0.240] [lr 0.000090] [CE 3.782 (3.862)] [KD 1.876 (1.978)] 2024-10-15 06:34:06,923 - Train: 90.91% [1137250/1251000] [909.1/1000.0] [batch_t 0.231 (0.253)] [data_t 0.007] [optim_t 0.224] [lr 0.000090] [CE 4.065 (3.865)] [KD 2.067 (1.964)] 2024-10-15 06:34:19,596 - Train: 90.91% [1137300/1251000] [909.1/1000.0] [batch_t 0.232 (0.253)] [data_t 0.014] [optim_t 0.219] [lr 0.000090] [CE 4.064 (3.877)] [KD 2.040 (1.989)] 2024-10-15 06:34:32,467 - Train: 90.92% [1137350/1251000] [909.2/1000.0] [batch_t 0.249 (0.257)] [data_t 0.007] [optim_t 0.242] [lr 0.000090] [CE 4.248 (3.831)] [KD 2.283 (1.953)] 2024-10-15 06:34:44,997 - Train: 90.92% [1137400/1251000] [909.2/1000.0] [batch_t 0.216 (0.250)] [data_t 0.008] [optim_t 0.208] [lr 0.000090] [CE 3.944 (3.860)] [KD 1.790 (1.988)] 2024-10-15 06:34:57,055 - Train: 90.92% [1137450/1251000] [909.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.000090] [CE 4.407 (3.909)] [KD 2.174 (2.006)] 2024-10-15 06:35:09,611 - Train: 90.93% [1137500/1251000] [909.3/1000.0] [batch_t 0.481 (0.251)] [data_t 0.007] [optim_t 0.474] [lr 0.000090] [CE 3.657 (3.883)] [KD 1.695 (1.988)] 2024-10-15 06:35:21,943 - Train: 90.93% [1137550/1251000] [909.3/1000.0] [batch_t 0.245 (0.246)] [data_t 0.010] [optim_t 0.235] [lr 0.000090] [CE 4.438 (3.923)] [KD 2.251 (2.020)] 2024-10-15 06:35:33,839 - Train: 90.94% [1137600/1251000] [909.4/1000.0] [batch_t 0.246 (0.238)] [data_t 0.011] [optim_t 0.235] [lr 0.000090] [CE 3.844 (3.988)] [KD 1.948 (2.063)] 2024-10-15 06:35:45,900 - Train: 90.94% [1137650/1251000] [909.4/1000.0] [batch_t 0.224 (0.241)] [data_t 0.007] [optim_t 0.217] [lr 0.000090] [CE 3.445 (3.953)] [KD 1.700 (2.010)] 2024-10-15 06:35:58,596 - Train: 90.94% [1137700/1251000] [909.4/1000.0] [batch_t 0.235 (0.254)] [data_t 0.006] [optim_t 0.229] [lr 0.000090] [CE 4.507 (3.934)] [KD 2.193 (2.025)] 2024-10-15 06:36:11,242 - Train: 90.95% [1137750/1251000] [909.5/1000.0] [batch_t 0.246 (0.253)] [data_t 0.007] [optim_t 0.239] [lr 0.000090] [CE 4.120 (3.952)] [KD 2.197 (2.042)] 2024-10-15 06:36:23,286 - Train: 90.95% [1137800/1251000] [909.5/1000.0] [batch_t 0.245 (0.241)] [data_t 0.006] [optim_t 0.239] [lr 0.000090] [CE 3.856 (3.919)] [KD 1.933 (2.016)] 2024-10-15 06:36:35,549 - Train: 90.96% [1137850/1251000] [909.6/1000.0] [batch_t 0.220 (0.245)] [data_t 0.009] [optim_t 0.211] [lr 0.000090] [CE 4.005 (3.873)] [KD 1.881 (1.992)] 2024-10-15 06:36:48,333 - Train: 90.96% [1137900/1251000] [909.6/1000.0] [batch_t 0.242 (0.256)] [data_t 0.007] [optim_t 0.235] [lr 0.000089] [CE 4.244 (3.857)] [KD 2.147 (1.995)] 2024-10-15 06:37:00,679 - Train: 90.96% [1137950/1251000] [909.6/1000.0] [batch_t 0.256 (0.247)] [data_t 0.007] [optim_t 0.249] [lr 0.000089] [CE 3.802 (3.890)] [KD 1.826 (1.990)] 2024-10-15 06:37:13,269 - Train: 90.97% [1138000/1251000] [909.7/1000.0] [batch_t 0.240 (0.252)] [data_t 0.008] [optim_t 0.232] [lr 0.000089] [CE 4.576 (3.965)] [KD 2.372 (2.058)] 2024-10-15 06:37:26,053 - Train: 90.97% [1138050/1251000] [909.7/1000.0] [batch_t 0.246 (0.256)] [data_t 0.007] [optim_t 0.240] [lr 0.000089] [CE 4.377 (3.898)] [KD 2.377 (2.020)] 2024-10-15 06:37:38,671 - Train: 90.98% [1138100/1251000] [909.8/1000.0] [batch_t 0.243 (0.252)] [data_t 0.007] [optim_t 0.236] [lr 0.000089] [CE 4.101 (3.871)] [KD 2.163 (2.011)] 2024-10-15 06:37:50,789 - Train: 90.98% [1138150/1251000] [909.8/1000.0] [batch_t 0.254 (0.242)] [data_t 0.009] [optim_t 0.245] [lr 0.000089] [CE 3.685 (3.903)] [KD 2.023 (2.000)] 2024-10-15 06:38:03,431 - Train: 90.98% [1138200/1251000] [909.8/1000.0] [batch_t 0.269 (0.253)] [data_t 0.010] [optim_t 0.259] [lr 0.000089] [CE 3.820 (3.869)] [KD 2.034 (1.986)] 2024-10-15 06:38:15,951 - Train: 90.99% [1138250/1251000] [909.9/1000.0] [batch_t 0.235 (0.250)] [data_t 0.007] [optim_t 0.228] [lr 0.000089] [CE 3.922 (3.901)] [KD 2.069 (2.005)] 2024-10-15 06:38:28,988 - Train: 90.99% [1138300/1251000] [909.9/1000.0] [batch_t 0.257 (0.261)] [data_t 0.008] [optim_t 0.250] [lr 0.000089] [CE 3.940 (3.875)] [KD 2.095 (1.991)] 2024-10-15 06:38:42,170 - Train: 91.00% [1138350/1251000] [910.0/1000.0] [batch_t 0.232 (0.263)] [data_t 0.008] [optim_t 0.224] [lr 0.000089] [CE 3.795 (3.896)] [KD 1.865 (2.011)] 2024-10-15 06:38:54,455 - Train: 91.00% [1138400/1251000] [910.0/1000.0] [batch_t 0.231 (0.245)] [data_t 0.006] [optim_t 0.225] [lr 0.000089] [CE 4.065 (3.825)] [KD 2.012 (1.982)] 2024-10-15 06:39:05,522 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 40554] [top5_cnt 47666] [top_all 50000] 2024-10-15 06:39:05,523 - net: 81.108 (95.332) 2024-10-15 06:39:14,635 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 40936] [top5_cnt 47868] [top_all 50000] 2024-10-15 06:39:14,636 - net_E: 81.872 (95.736) 2024-10-15 06:39:14,863 - Max [top1: 81.278 (epoch: 909)] [top1-ema: 81.872 (epoch: 910)] 2024-10-15 06:39:14,864 - ==> Total time: 3 days, 10:01:07 Eta: 8:06:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:39:38,063 - Train: 91.00% [1138450/1251000] [910.0/1000.0] [batch_t 0.244 (0.256)] [data_t 0.009] [optim_t 0.235] [lr 0.000089] [CE 4.104 (3.945)] [KD 2.058 (2.043)] 2024-10-15 06:39:50,453 - Train: 91.01% [1138500/1251000] [910.1/1000.0] [batch_t 0.240 (0.248)] [data_t 0.007] [optim_t 0.233] [lr 0.000089] [CE 4.183 (3.893)] [KD 2.142 (1.991)] 2024-10-15 06:40:03,731 - Train: 91.01% [1138550/1251000] [910.1/1000.0] [batch_t 0.248 (0.265)] [data_t 0.007] [optim_t 0.241] [lr 0.000089] [CE 3.855 (3.976)] [KD 1.971 (2.039)] 2024-10-15 06:40:15,904 - Train: 91.02% [1138600/1251000] [910.2/1000.0] [batch_t 0.255 (0.243)] [data_t 0.010] [optim_t 0.245] [lr 0.000089] [CE 4.088 (3.964)] [KD 2.232 (2.029)] 2024-10-15 06:40:28,613 - Train: 91.02% [1138650/1251000] [910.2/1000.0] [batch_t 0.251 (0.254)] [data_t 0.007] [optim_t 0.243] [lr 0.000089] [CE 4.024 (3.938)] [KD 2.152 (2.034)] 2024-10-15 06:40:40,999 - Train: 91.02% [1138700/1251000] [910.2/1000.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.000089] [CE 3.897 (3.908)] [KD 2.000 (2.010)] 2024-10-15 06:40:53,422 - Train: 91.03% [1138750/1251000] [910.3/1000.0] [batch_t 0.232 (0.248)] [data_t 0.008] [optim_t 0.224] [lr 0.000089] [CE 3.852 (3.860)] [KD 1.916 (1.979)] 2024-10-15 06:41:05,742 - Train: 91.03% [1138800/1251000] [910.3/1000.0] [batch_t 0.247 (0.246)] [data_t 0.010] [optim_t 0.237] [lr 0.000089] [CE 4.455 (3.863)] [KD 2.268 (1.991)] 2024-10-15 06:41:17,910 - Train: 91.04% [1138850/1251000] [910.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.011] [optim_t 0.225] [lr 0.000089] [CE 4.483 (3.949)] [KD 2.338 (2.020)] 2024-10-15 06:41:30,648 - Train: 91.04% [1138900/1251000] [910.4/1000.0] [batch_t 0.250 (0.255)] [data_t 0.009] [optim_t 0.241] [lr 0.000088] [CE 4.209 (3.861)] [KD 2.121 (1.986)] 2024-10-15 06:41:43,664 - Train: 91.04% [1138950/1251000] [910.4/1000.0] [batch_t 0.236 (0.260)] [data_t 0.009] [optim_t 0.228] [lr 0.000088] [CE 3.952 (3.919)] [KD 2.024 (2.008)] 2024-10-15 06:41:55,852 - Train: 91.05% [1139000/1251000] [910.5/1000.0] [batch_t 0.249 (0.244)] [data_t 0.008] [optim_t 0.240] [lr 0.000088] [CE 3.818 (3.952)] [KD 1.946 (2.037)] 2024-10-15 06:42:08,379 - Train: 91.05% [1139050/1251000] [910.5/1000.0] [batch_t 0.239 (0.250)] [data_t 0.010] [optim_t 0.229] [lr 0.000088] [CE 4.155 (3.911)] [KD 2.130 (2.010)] 2024-10-15 06:42:21,069 - Train: 91.06% [1139100/1251000] [910.6/1000.0] [batch_t 0.240 (0.254)] [data_t 0.008] [optim_t 0.232] [lr 0.000088] [CE 4.177 (3.934)] [KD 2.109 (1.998)] 2024-10-15 06:42:33,708 - Train: 91.06% [1139150/1251000] [910.6/1000.0] [batch_t 0.243 (0.253)] [data_t 0.008] [optim_t 0.235] [lr 0.000088] [CE 4.158 (3.867)] [KD 2.144 (1.983)] 2024-10-15 06:42:46,534 - Train: 91.06% [1139200/1251000] [910.6/1000.0] [batch_t 0.241 (0.256)] [data_t 0.008] [optim_t 0.233] [lr 0.000088] [CE 4.445 (3.922)] [KD 2.188 (2.018)] 2024-10-15 06:42:58,740 - Train: 91.07% [1139250/1251000] [910.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.010] [optim_t 0.232] [lr 0.000088] [CE 4.262 (3.938)] [KD 2.142 (2.028)] 2024-10-15 06:43:10,635 - Train: 91.07% [1139300/1251000] [910.7/1000.0] [batch_t 0.241 (0.238)] [data_t 0.010] [optim_t 0.232] [lr 0.000088] [CE 4.253 (3.863)] [KD 2.232 (1.981)] 2024-10-15 06:43:23,029 - Train: 91.08% [1139350/1251000] [910.8/1000.0] [batch_t 0.224 (0.248)] [data_t 0.010] [optim_t 0.214] [lr 0.000088] [CE 4.120 (3.876)] [KD 2.010 (1.979)] 2024-10-15 06:43:35,342 - Train: 91.08% [1139400/1251000] [910.8/1000.0] [batch_t 0.239 (0.246)] [data_t 0.008] [optim_t 0.231] [lr 0.000088] [CE 4.323 (3.891)] [KD 2.162 (2.005)] 2024-10-15 06:43:47,212 - Train: 91.08% [1139450/1251000] [910.8/1000.0] [batch_t 0.232 (0.237)] [data_t 0.010] [optim_t 0.222] [lr 0.000088] [CE 3.843 (3.895)] [KD 1.949 (1.990)] 2024-10-15 06:43:59,399 - Train: 91.09% [1139500/1251000] [910.9/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.235] [lr 0.000088] [CE 3.683 (3.874)] [KD 1.897 (1.984)] 2024-10-15 06:44:12,594 - Train: 91.09% [1139550/1251000] [910.9/1000.0] [batch_t 0.236 (0.264)] [data_t 0.008] [optim_t 0.228] [lr 0.000088] [CE 3.832 (3.947)] [KD 1.798 (2.003)] 2024-10-15 06:44:24,508 - Train: 91.10% [1139600/1251000] [911.0/1000.0] [batch_t 0.236 (0.238)] [data_t 0.007] [optim_t 0.228] [lr 0.000088] [CE 3.702 (3.827)] [KD 1.912 (1.971)] 2024-10-15 06:44:36,868 - Train: 91.10% [1139650/1251000] [911.0/1000.0] [batch_t 0.208 (0.247)] [data_t 0.006] [optim_t 0.202] [lr 0.000088] [CE 3.616 (3.853)] [KD 1.992 (1.998)] 2024-10-15 06:44:48,489 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.174)] [top1_cnt 40521] [top5_cnt 47737] [top_all 50000] 2024-10-15 06:44:48,490 - net: 81.042 (95.474) 2024-10-15 06:44:58,042 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.175)] [top1_cnt 40910] [top5_cnt 47866] [top_all 50000] 2024-10-15 06:44:58,043 - net_E: 81.820 (95.732) 2024-10-15 06:44:58,277 - Max [top1: 81.278 (epoch: 909)] [top1-ema: 81.872 (epoch: 910)] 2024-10-15 06:44:58,277 - ==> Total time: 3 days, 10:06:51 Eta: 8:01:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:45:11,620 - Train: 91.10% [1139700/1251000] [911.0/1000.0] [batch_t 0.235 (0.258)] [data_t 0.011] [optim_t 0.224] [lr 0.000088] [CE 4.059 (3.975)] [KD 2.035 (2.054)] 2024-10-15 06:45:24,260 - Train: 91.11% [1139750/1251000] [911.1/1000.0] [batch_t 0.227 (0.253)] [data_t 0.007] [optim_t 0.220] [lr 0.000088] [CE 4.026 (3.866)] [KD 2.075 (1.987)] 2024-10-15 06:45:37,617 - Train: 91.11% [1139800/1251000] [911.1/1000.0] [batch_t 0.229 (0.267)] [data_t 0.011] [optim_t 0.218] [lr 0.000088] [CE 4.103 (3.892)] [KD 2.160 (1.990)] 2024-10-15 06:45:49,682 - Train: 91.12% [1139850/1251000] [911.2/1000.0] [batch_t 0.244 (0.241)] [data_t 0.007] [optim_t 0.237] [lr 0.000087] [CE 3.929 (3.931)] [KD 2.045 (2.019)] 2024-10-15 06:46:02,142 - Train: 91.12% [1139900/1251000] [911.2/1000.0] [batch_t 0.245 (0.249)] [data_t 0.008] [optim_t 0.236] [lr 0.000087] [CE 3.708 (3.889)] [KD 1.817 (1.993)] 2024-10-15 06:46:14,333 - Train: 91.12% [1139950/1251000] [911.2/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.000087] [CE 4.040 (3.871)] [KD 1.946 (1.981)] 2024-10-15 06:46:27,475 - Train: 91.13% [1140000/1251000] [911.3/1000.0] [batch_t 0.231 (0.263)] [data_t 0.010] [optim_t 0.220] [lr 0.000087] [CE 3.880 (3.921)] [KD 1.979 (2.002)] 2024-10-15 06:46:39,994 - Train: 91.13% [1140050/1251000] [911.3/1000.0] [batch_t 0.241 (0.250)] [data_t 0.008] [optim_t 0.233] [lr 0.000087] [CE 4.394 (3.825)] [KD 2.125 (1.942)] 2024-10-15 06:46:51,979 - Train: 91.14% [1140100/1251000] [911.4/1000.0] [batch_t 0.225 (0.239)] [data_t 0.010] [optim_t 0.215] [lr 0.000087] [CE 4.136 (3.955)] [KD 2.263 (2.036)] 2024-10-15 06:47:04,143 - Train: 91.14% [1140150/1251000] [911.4/1000.0] [batch_t 0.247 (0.243)] [data_t 0.011] [optim_t 0.236] [lr 0.000087] [CE 3.374 (3.880)] [KD 1.799 (2.011)] 2024-10-15 06:47:17,278 - Train: 91.14% [1140200/1251000] [911.4/1000.0] [batch_t 0.241 (0.262)] [data_t 0.007] [optim_t 0.234] [lr 0.000087] [CE 4.226 (3.860)] [KD 2.166 (1.985)] 2024-10-15 06:47:29,469 - Train: 91.15% [1140250/1251000] [911.5/1000.0] [batch_t 0.251 (0.244)] [data_t 0.008] [optim_t 0.243] [lr 0.000087] [CE 4.118 (3.817)] [KD 2.203 (1.949)] 2024-10-15 06:47:41,624 - Train: 91.15% [1140300/1251000] [911.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.010] [optim_t 0.226] [lr 0.000087] [CE 3.902 (3.846)] [KD 2.172 (1.952)] 2024-10-15 06:47:54,124 - Train: 91.16% [1140350/1251000] [911.6/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.000087] [CE 3.713 (3.885)] [KD 1.872 (1.999)] 2024-10-15 06:48:06,906 - Train: 91.16% [1140400/1251000] [911.6/1000.0] [batch_t 0.226 (0.255)] [data_t 0.006] [optim_t 0.219] [lr 0.000087] [CE 3.886 (3.854)] [KD 2.015 (1.992)] 2024-10-15 06:48:18,975 - Train: 91.16% [1140450/1251000] [911.6/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000087] [CE 3.818 (3.896)] [KD 1.816 (2.007)] 2024-10-15 06:48:31,050 - Train: 91.17% [1140500/1251000] [911.7/1000.0] [batch_t 0.230 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.000087] [CE 4.148 (3.962)] [KD 2.090 (2.047)] 2024-10-15 06:48:42,889 - Train: 91.17% [1140550/1251000] [911.7/1000.0] [batch_t 0.256 (0.237)] [data_t 0.008] [optim_t 0.248] [lr 0.000087] [CE 3.963 (3.932)] [KD 2.199 (2.004)] 2024-10-15 06:48:55,649 - Train: 91.18% [1140600/1251000] [911.8/1000.0] [batch_t 0.228 (0.255)] [data_t 0.010] [optim_t 0.218] [lr 0.000087] [CE 3.759 (3.895)] [KD 1.902 (1.997)] 2024-10-15 06:49:08,063 - Train: 91.18% [1140650/1251000] [911.8/1000.0] [batch_t 0.238 (0.248)] [data_t 0.009] [optim_t 0.228] [lr 0.000087] [CE 3.933 (3.857)] [KD 1.892 (1.970)] 2024-10-15 06:49:19,881 - Train: 91.18% [1140700/1251000] [911.8/1000.0] [batch_t 0.233 (0.236)] [data_t 0.008] [optim_t 0.225] [lr 0.000087] [CE 3.745 (3.866)] [KD 1.931 (1.974)] 2024-10-15 06:49:32,352 - Train: 91.19% [1140750/1251000] [911.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.008] [optim_t 0.224] [lr 0.000087] [CE 3.976 (3.894)] [KD 2.062 (2.006)] 2024-10-15 06:49:45,357 - Train: 91.19% [1140800/1251000] [911.9/1000.0] [batch_t 0.525 (0.260)] [data_t 0.007] [optim_t 0.518] [lr 0.000087] [CE 4.287 (3.851)] [KD 2.226 (1.986)] 2024-10-15 06:49:57,115 - Train: 91.20% [1140850/1251000] [912.0/1000.0] [batch_t 0.245 (0.235)] [data_t 0.011] [optim_t 0.234] [lr 0.000086] [CE 3.869 (3.894)] [KD 1.926 (2.001)] 2024-10-15 06:50:09,685 - Train: 91.20% [1140900/1251000] [912.0/1000.0] [batch_t 0.223 (0.251)] [data_t 0.005] [optim_t 0.217] [lr 0.000086] [CE 4.133 (3.857)] [KD 2.305 (1.994)] 2024-10-15 06:50:22,182 - Test (net): 100.00% [50/50] [batch_t 0.300 (0.186)] [top1_cnt 40574] [top5_cnt 47761] [top_all 50000] 2024-10-15 06:50:22,182 - net: 81.148 (95.522) 2024-10-15 06:50:31,677 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 40909] [top5_cnt 47870] [top_all 50000] 2024-10-15 06:50:31,678 - net_E: 81.818 (95.740) 2024-10-15 06:50:31,874 - Max [top1: 81.278 (epoch: 909)] [top1-ema: 81.872 (epoch: 910)] 2024-10-15 06:50:31,875 - ==> Total time: 3 days, 10:12:24 Eta: 7:55:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:50:44,955 - Train: 91.20% [1140950/1251000] [912.0/1000.0] [batch_t 0.237 (0.264)] [data_t 0.009] [optim_t 0.228] [lr 0.000086] [CE 3.590 (3.806)] [KD 1.918 (1.977)] 2024-10-15 06:50:57,212 - Train: 91.21% [1141000/1251000] [912.1/1000.0] [batch_t 0.247 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.000086] [CE 3.974 (3.930)] [KD 2.141 (2.013)] 2024-10-15 06:51:09,908 - Train: 91.21% [1141050/1251000] [912.1/1000.0] [batch_t 0.237 (0.254)] [data_t 0.009] [optim_t 0.229] [lr 0.000086] [CE 3.922 (3.864)] [KD 1.896 (1.972)] 2024-10-15 06:51:21,921 - Train: 91.22% [1141100/1251000] [912.2/1000.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.000086] [CE 3.987 (3.906)] [KD 2.055 (1.990)] 2024-10-15 06:51:33,774 - Train: 91.22% [1141150/1251000] [912.2/1000.0] [batch_t 0.241 (0.237)] [data_t 0.007] [optim_t 0.234] [lr 0.000086] [CE 3.957 (3.873)] [KD 1.957 (1.977)] 2024-10-15 06:51:45,856 - Train: 91.22% [1141200/1251000] [912.2/1000.0] [batch_t 0.236 (0.241)] [data_t 0.011] [optim_t 0.225] [lr 0.000086] [CE 3.944 (3.924)] [KD 1.883 (2.004)] 2024-10-15 06:51:58,188 - Train: 91.23% [1141250/1251000] [912.3/1000.0] [batch_t 0.251 (0.246)] [data_t 0.009] [optim_t 0.242] [lr 0.000086] [CE 3.556 (3.900)] [KD 1.816 (1.999)] 2024-10-15 06:52:10,343 - Train: 91.23% [1141300/1251000] [912.3/1000.0] [batch_t 0.227 (0.243)] [data_t 0.010] [optim_t 0.217] [lr 0.000086] [CE 4.055 (3.936)] [KD 1.997 (2.018)] 2024-10-15 06:52:22,720 - Train: 91.24% [1141350/1251000] [912.4/1000.0] [batch_t 0.218 (0.247)] [data_t 0.009] [optim_t 0.209] [lr 0.000086] [CE 3.788 (3.911)] [KD 1.979 (2.000)] 2024-10-15 06:52:34,684 - Train: 91.24% [1141400/1251000] [912.4/1000.0] [batch_t 0.245 (0.239)] [data_t 0.010] [optim_t 0.236] [lr 0.000086] [CE 3.477 (3.889)] [KD 1.865 (1.988)] 2024-10-15 06:52:46,751 - Train: 91.24% [1141450/1251000] [912.4/1000.0] [batch_t 0.235 (0.241)] [data_t 0.008] [optim_t 0.227] [lr 0.000086] [CE 3.989 (3.882)] [KD 1.900 (1.971)] 2024-10-15 06:52:58,627 - Train: 91.25% [1141500/1251000] [912.5/1000.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.000086] [CE 3.760 (3.874)] [KD 1.919 (1.964)] 2024-10-15 06:53:11,007 - Train: 91.25% [1141550/1251000] [912.5/1000.0] [batch_t 0.221 (0.247)] [data_t 0.007] [optim_t 0.214] [lr 0.000086] [CE 3.654 (3.941)] [KD 1.730 (2.019)] 2024-10-15 06:53:22,680 - Train: 91.25% [1141600/1251000] [912.5/1000.0] [batch_t 0.239 (0.233)] [data_t 0.010] [optim_t 0.229] [lr 0.000086] [CE 3.847 (3.881)] [KD 2.002 (1.984)] 2024-10-15 06:53:35,209 - Train: 91.26% [1141650/1251000] [912.6/1000.0] [batch_t 0.232 (0.250)] [data_t 0.008] [optim_t 0.224] [lr 0.000086] [CE 3.511 (3.881)] [KD 1.743 (1.992)] 2024-10-15 06:53:47,362 - Train: 91.26% [1141700/1251000] [912.6/1000.0] [batch_t 0.233 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.000086] [CE 3.924 (3.911)] [KD 1.908 (1.992)] 2024-10-15 06:53:59,192 - Train: 91.27% [1141750/1251000] [912.7/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.227] [lr 0.000086] [CE 3.464 (3.919)] [KD 1.746 (2.004)] 2024-10-15 06:54:11,583 - Train: 91.27% [1141800/1251000] [912.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.007] [optim_t 0.232] [lr 0.000085] [CE 3.930 (3.929)] [KD 1.958 (1.992)] 2024-10-15 06:54:24,550 - Train: 91.27% [1141850/1251000] [912.7/1000.0] [batch_t 0.233 (0.259)] [data_t 0.008] [optim_t 0.224] [lr 0.000085] [CE 3.864 (3.867)] [KD 1.874 (1.967)] 2024-10-15 06:54:36,523 - Train: 91.28% [1141900/1251000] [912.8/1000.0] [batch_t 0.225 (0.239)] [data_t 0.011] [optim_t 0.214] [lr 0.000085] [CE 3.944 (3.950)] [KD 2.016 (2.043)] 2024-10-15 06:54:48,633 - Train: 91.28% [1141950/1251000] [912.8/1000.0] [batch_t 0.217 (0.242)] [data_t 0.009] [optim_t 0.209] [lr 0.000085] [CE 4.041 (3.909)] [KD 1.959 (1.981)] 2024-10-15 06:55:01,201 - Train: 91.29% [1142000/1251000] [912.9/1000.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000085] [CE 4.262 (3.867)] [KD 2.086 (1.979)] 2024-10-15 06:55:13,726 - Train: 91.29% [1142050/1251000] [912.9/1000.0] [batch_t 0.229 (0.250)] [data_t 0.007] [optim_t 0.223] [lr 0.000085] [CE 3.513 (3.926)] [KD 1.787 (2.022)] 2024-10-15 06:55:25,973 - Train: 91.29% [1142100/1251000] [912.9/1000.0] [batch_t 0.240 (0.245)] [data_t 0.007] [optim_t 0.233] [lr 0.000085] [CE 3.651 (3.896)] [KD 1.939 (1.996)] 2024-10-15 06:55:38,313 - Train: 91.30% [1142150/1251000] [913.0/1000.0] [batch_t 0.224 (0.247)] [data_t 0.009] [optim_t 0.215] [lr 0.000085] [CE 3.829 (3.945)] [KD 1.878 (2.022)] 2024-10-15 06:55:49,957 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.165)] [top1_cnt 40643] [top5_cnt 47759] [top_all 50000] 2024-10-15 06:55:49,958 - net: 81.286 (95.518) 2024-10-15 06:55:59,168 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.168)] [top1_cnt 40937] [top5_cnt 47852] [top_all 50000] 2024-10-15 06:55:59,168 - net_E: 81.874 (95.704) 2024-10-15 06:55:59,417 - Max [top1: 81.286 (epoch: 913)] [top1-ema: 81.874 (epoch: 913)] 2024-10-15 06:55:59,417 - ==> Total time: 3 days, 10:17:52 Eta: 7:50:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 06:56:30,014 - Train: 91.30% [1142200/1251000] [913.0/1000.0] [batch_t 0.231 (0.265)] [data_t 0.009] [optim_t 0.222] [lr 0.000085] [CE 4.087 (3.844)] [KD 2.118 (1.948)] 2024-10-15 06:56:42,866 - Train: 91.31% [1142250/1251000] [913.1/1000.0] [batch_t 0.238 (0.257)] [data_t 0.007] [optim_t 0.231] [lr 0.000085] [CE 4.167 (3.869)] [KD 2.087 (1.961)] 2024-10-15 06:56:55,412 - Train: 91.31% [1142300/1251000] [913.1/1000.0] [batch_t 0.248 (0.251)] [data_t 0.008] [optim_t 0.241] [lr 0.000085] [CE 4.191 (3.917)] [KD 2.155 (2.027)] 2024-10-15 06:57:07,494 - Train: 91.31% [1142350/1251000] [913.1/1000.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.000085] [CE 4.222 (3.930)] [KD 2.101 (1.995)] 2024-10-15 06:57:19,641 - Train: 91.32% [1142400/1251000] [913.2/1000.0] [batch_t 0.243 (0.243)] [data_t 0.008] [optim_t 0.236] [lr 0.000085] [CE 3.177 (3.888)] [KD 1.502 (1.984)] 2024-10-15 06:57:32,321 - Train: 91.32% [1142450/1251000] [913.2/1000.0] [batch_t 0.241 (0.253)] [data_t 0.007] [optim_t 0.234] [lr 0.000085] [CE 3.651 (3.883)] [KD 1.815 (1.981)] 2024-10-15 06:57:44,665 - Train: 91.33% [1142500/1251000] [913.3/1000.0] [batch_t 0.248 (0.247)] [data_t 0.008] [optim_t 0.240] [lr 0.000085] [CE 3.967 (3.863)] [KD 1.981 (1.977)] 2024-10-15 06:57:56,571 - Train: 91.33% [1142550/1251000] [913.3/1000.0] [batch_t 0.241 (0.238)] [data_t 0.008] [optim_t 0.233] [lr 0.000085] [CE 3.989 (3.869)] [KD 2.056 (1.985)] 2024-10-15 06:58:09,655 - Train: 91.33% [1142600/1251000] [913.3/1000.0] [batch_t 0.246 (0.261)] [data_t 0.007] [optim_t 0.239] [lr 0.000085] [CE 3.899 (3.828)] [KD 1.892 (1.967)] 2024-10-15 06:58:21,962 - Train: 91.34% [1142650/1251000] [913.4/1000.0] [batch_t 0.241 (0.246)] [data_t 0.010] [optim_t 0.231] [lr 0.000085] [CE 3.940 (3.942)] [KD 2.127 (2.005)] 2024-10-15 06:58:34,498 - Train: 91.34% [1142700/1251000] [913.4/1000.0] [batch_t 0.228 (0.250)] [data_t 0.007] [optim_t 0.222] [lr 0.000085] [CE 3.883 (3.836)] [KD 1.859 (1.954)] 2024-10-15 06:58:46,830 - Train: 91.35% [1142750/1251000] [913.5/1000.0] [batch_t 0.238 (0.246)] [data_t 0.009] [optim_t 0.229] [lr 0.000085] [CE 3.580 (3.848)] [KD 1.744 (1.959)] 2024-10-15 06:58:58,975 - Train: 91.35% [1142800/1251000] [913.5/1000.0] [batch_t 0.234 (0.243)] [data_t 0.008] [optim_t 0.227] [lr 0.000084] [CE 3.909 (3.932)] [KD 2.136 (2.015)] 2024-10-15 06:59:11,100 - Train: 91.35% [1142850/1251000] [913.5/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.234] [lr 0.000084] [CE 3.880 (3.838)] [KD 2.039 (1.964)] 2024-10-15 06:59:23,997 - Train: 91.36% [1142900/1251000] [913.6/1000.0] [batch_t 0.238 (0.258)] [data_t 0.008] [optim_t 0.230] [lr 0.000084] [CE 3.876 (3.910)] [KD 2.049 (2.022)] 2024-10-15 06:59:36,259 - Train: 91.36% [1142950/1251000] [913.6/1000.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000084] [CE 3.683 (3.856)] [KD 1.854 (1.955)] 2024-10-15 06:59:48,819 - Train: 91.37% [1143000/1251000] [913.7/1000.0] [batch_t 0.248 (0.251)] [data_t 0.011] [optim_t 0.236] [lr 0.000084] [CE 3.500 (3.968)] [KD 1.767 (2.018)] 2024-10-15 07:00:01,293 - Train: 91.37% [1143050/1251000] [913.7/1000.0] [batch_t 0.271 (0.249)] [data_t 0.007] [optim_t 0.264] [lr 0.000084] [CE 4.491 (3.877)] [KD 2.240 (2.002)] 2024-10-15 07:00:13,951 - Train: 91.37% [1143100/1251000] [913.7/1000.0] [batch_t 0.272 (0.253)] [data_t 0.007] [optim_t 0.264] [lr 0.000084] [CE 3.988 (3.935)] [KD 2.128 (2.018)] 2024-10-15 07:00:25,973 - Train: 91.38% [1143150/1251000] [913.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.008] [optim_t 0.225] [lr 0.000084] [CE 3.747 (3.867)] [KD 1.911 (1.969)] 2024-10-15 07:00:38,304 - Train: 91.38% [1143200/1251000] [913.8/1000.0] [batch_t 0.242 (0.246)] [data_t 0.008] [optim_t 0.234] [lr 0.000084] [CE 4.075 (3.876)] [KD 2.098 (1.993)] 2024-10-15 07:00:50,921 - Train: 91.39% [1143250/1251000] [913.9/1000.0] [batch_t 0.230 (0.252)] [data_t 0.008] [optim_t 0.222] [lr 0.000084] [CE 4.224 (3.924)] [KD 2.258 (1.994)] 2024-10-15 07:01:03,512 - Train: 91.39% [1143300/1251000] [913.9/1000.0] [batch_t 0.248 (0.252)] [data_t 0.010] [optim_t 0.238] [lr 0.000084] [CE 3.796 (3.880)] [KD 1.844 (1.953)] 2024-10-15 07:01:15,605 - Train: 91.39% [1143350/1251000] [913.9/1000.0] [batch_t 0.232 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.000084] [CE 4.484 (3.919)] [KD 2.407 (2.014)] 2024-10-15 07:01:27,952 - Train: 91.40% [1143400/1251000] [914.0/1000.0] [batch_t 0.225 (0.247)] [data_t 0.006] [optim_t 0.219] [lr 0.000084] [CE 3.731 (3.905)] [KD 1.824 (1.994)] 2024-10-15 07:01:41,349 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.192)] [top1_cnt 40688] [top5_cnt 47760] [top_all 50000] 2024-10-15 07:01:41,350 - net: 81.376 (95.520) 2024-10-15 07:01:50,914 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 40949] [top5_cnt 47870] [top_all 50000] 2024-10-15 07:01:50,914 - net_E: 81.898 (95.740) 2024-10-15 07:01:51,155 - Max [top1: 81.376 (epoch: 914)] [top1-ema: 81.898 (epoch: 914)] 2024-10-15 07:01:51,156 - ==> Total time: 3 days, 10:23:43 Eta: 7:45:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:02:23,576 - Train: 91.40% [1143450/1251000] [914.0/1000.0] [batch_t 0.229 (0.267)] [data_t 0.009] [optim_t 0.220] [lr 0.000084] [CE 3.918 (3.842)] [KD 1.990 (1.950)] 2024-10-15 07:02:36,177 - Train: 91.41% [1143500/1251000] [914.1/1000.0] [batch_t 0.239 (0.252)] [data_t 0.007] [optim_t 0.232] [lr 0.000084] [CE 3.978 (3.877)] [KD 1.993 (1.977)] 2024-10-15 07:02:48,865 - Train: 91.41% [1143550/1251000] [914.1/1000.0] [batch_t 0.240 (0.254)] [data_t 0.011] [optim_t 0.229] [lr 0.000084] [CE 4.588 (3.906)] [KD 2.342 (1.986)] 2024-10-15 07:03:01,203 - Train: 91.41% [1143600/1251000] [914.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.010] [optim_t 0.224] [lr 0.000084] [CE 4.071 (3.893)] [KD 2.046 (1.966)] 2024-10-15 07:03:13,326 - Train: 91.42% [1143650/1251000] [914.2/1000.0] [batch_t 0.270 (0.242)] [data_t 0.008] [optim_t 0.262] [lr 0.000084] [CE 3.840 (3.872)] [KD 2.116 (1.980)] 2024-10-15 07:03:25,601 - Train: 91.42% [1143700/1251000] [914.2/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.000084] [CE 4.364 (3.866)] [KD 2.228 (1.975)] 2024-10-15 07:03:37,792 - Train: 91.43% [1143750/1251000] [914.3/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.000084] [CE 4.037 (3.961)] [KD 2.066 (2.033)] 2024-10-15 07:03:50,184 - Train: 91.43% [1143800/1251000] [914.3/1000.0] [batch_t 0.250 (0.248)] [data_t 0.007] [optim_t 0.243] [lr 0.000083] [CE 4.065 (3.967)] [KD 1.914 (2.037)] 2024-10-15 07:04:03,240 - Train: 91.43% [1143850/1251000] [914.3/1000.0] [batch_t 0.250 (0.261)] [data_t 0.010] [optim_t 0.240] [lr 0.000083] [CE 4.141 (3.903)] [KD 1.993 (2.008)] 2024-10-15 07:04:15,622 - Train: 91.44% [1143900/1251000] [914.4/1000.0] [batch_t 0.224 (0.247)] [data_t 0.007] [optim_t 0.217] [lr 0.000083] [CE 3.103 (3.888)] [KD 1.594 (1.966)] 2024-10-15 07:04:27,693 - Train: 91.44% [1143950/1251000] [914.4/1000.0] [batch_t 0.248 (0.241)] [data_t 0.010] [optim_t 0.238] [lr 0.000083] [CE 3.404 (3.864)] [KD 1.729 (1.976)] 2024-10-15 07:04:39,814 - Train: 91.45% [1144000/1251000] [914.5/1000.0] [batch_t 0.241 (0.242)] [data_t 0.008] [optim_t 0.233] [lr 0.000083] [CE 3.837 (3.836)] [KD 2.123 (1.954)] 2024-10-15 07:04:51,751 - Train: 91.45% [1144050/1251000] [914.5/1000.0] [batch_t 0.241 (0.239)] [data_t 0.010] [optim_t 0.232] [lr 0.000083] [CE 3.995 (3.963)] [KD 2.057 (2.019)] 2024-10-15 07:05:04,256 - Train: 91.45% [1144100/1251000] [914.5/1000.0] [batch_t 0.238 (0.250)] [data_t 0.009] [optim_t 0.229] [lr 0.000083] [CE 3.827 (3.998)] [KD 2.005 (2.052)] 2024-10-15 07:05:16,706 - Train: 91.46% [1144150/1251000] [914.6/1000.0] [batch_t 0.231 (0.249)] [data_t 0.010] [optim_t 0.222] [lr 0.000083] [CE 4.201 (3.851)] [KD 2.225 (1.972)] 2024-10-15 07:05:29,331 - Train: 91.46% [1144200/1251000] [914.6/1000.0] [batch_t 0.243 (0.252)] [data_t 0.007] [optim_t 0.236] [lr 0.000083] [CE 3.525 (3.898)] [KD 1.755 (1.977)] 2024-10-15 07:05:41,319 - Train: 91.47% [1144250/1251000] [914.7/1000.0] [batch_t 0.249 (0.240)] [data_t 0.007] [optim_t 0.243] [lr 0.000083] [CE 3.802 (3.866)] [KD 1.895 (1.970)] 2024-10-15 07:05:53,521 - Train: 91.47% [1144300/1251000] [914.7/1000.0] [batch_t 0.232 (0.244)] [data_t 0.006] [optim_t 0.226] [lr 0.000083] [CE 3.702 (3.903)] [KD 1.869 (1.989)] 2024-10-15 07:06:05,651 - Train: 91.47% [1144350/1251000] [914.7/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000083] [CE 3.893 (3.898)] [KD 1.912 (2.002)] 2024-10-15 07:06:17,782 - Train: 91.48% [1144400/1251000] [914.8/1000.0] [batch_t 0.229 (0.242)] [data_t 0.006] [optim_t 0.223] [lr 0.000083] [CE 3.724 (3.858)] [KD 1.939 (1.946)] 2024-10-15 07:06:30,339 - Train: 91.48% [1144450/1251000] [914.8/1000.0] [batch_t 0.444 (0.251)] [data_t 0.007] [optim_t 0.437] [lr 0.000083] [CE 4.455 (3.880)] [KD 2.355 (1.988)] 2024-10-15 07:06:42,582 - Train: 91.49% [1144500/1251000] [914.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.000083] [CE 4.029 (3.904)] [KD 2.036 (1.976)] 2024-10-15 07:06:54,632 - Train: 91.49% [1144550/1251000] [914.9/1000.0] [batch_t 0.267 (0.241)] [data_t 0.011] [optim_t 0.256] [lr 0.000083] [CE 4.139 (3.828)] [KD 2.014 (1.951)] 2024-10-15 07:07:06,944 - Train: 91.49% [1144600/1251000] [914.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.000083] [CE 3.636 (3.892)] [KD 1.966 (2.004)] 2024-10-15 07:07:18,726 - Train: 91.50% [1144650/1251000] [915.0/1000.0] [batch_t 0.235 (0.235)] [data_t 0.023] [optim_t 0.212] [lr 0.000083] [CE 3.791 (3.801)] [KD 1.903 (1.947)] 2024-10-15 07:07:31,165 - Test (net): 100.00% [50/50] [batch_t 0.199 (0.169)] [top1_cnt 40644] [top5_cnt 47771] [top_all 50000] 2024-10-15 07:07:31,165 - net: 81.288 (95.542) 2024-10-15 07:07:40,259 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 40947] [top5_cnt 47885] [top_all 50000] 2024-10-15 07:07:40,260 - net_E: 81.894 (95.770) 2024-10-15 07:07:40,463 - Max [top1: 81.376 (epoch: 914)] [top1-ema: 81.898 (epoch: 914)] 2024-10-15 07:07:40,464 - ==> Total time: 3 days, 10:29:33 Eta: 7:39:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:08:03,455 - Train: 91.50% [1144700/1251000] [915.0/1000.0] [batch_t 0.233 (0.264)] [data_t 0.007] [optim_t 0.226] [lr 0.000083] [CE 4.382 (3.885)] [KD 2.260 (1.987)] 2024-10-15 07:08:16,467 - Train: 91.51% [1144750/1251000] [915.1/1000.0] [batch_t 0.243 (0.260)] [data_t 0.006] [optim_t 0.237] [lr 0.000083] [CE 3.969 (3.905)] [KD 1.995 (1.992)] 2024-10-15 07:08:28,995 - Train: 91.51% [1144800/1251000] [915.1/1000.0] [batch_t 0.240 (0.250)] [data_t 0.007] [optim_t 0.234] [lr 0.000083] [CE 4.051 (3.894)] [KD 2.001 (1.975)] 2024-10-15 07:08:41,351 - Train: 91.51% [1144850/1251000] [915.1/1000.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.236] [lr 0.000082] [CE 3.734 (3.885)] [KD 2.025 (1.977)] 2024-10-15 07:08:53,560 - Train: 91.52% [1144900/1251000] [915.2/1000.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000082] [CE 4.275 (3.891)] [KD 2.240 (1.987)] 2024-10-15 07:09:06,336 - Train: 91.52% [1144950/1251000] [915.2/1000.0] [batch_t 0.251 (0.255)] [data_t 0.009] [optim_t 0.242] [lr 0.000082] [CE 3.946 (3.928)] [KD 1.932 (2.017)] 2024-10-15 07:09:18,761 - Train: 91.53% [1145000/1251000] [915.3/1000.0] [batch_t 0.261 (0.248)] [data_t 0.010] [optim_t 0.251] [lr 0.000082] [CE 3.986 (3.927)] [KD 2.016 (1.980)] 2024-10-15 07:09:31,109 - Train: 91.53% [1145050/1251000] [915.3/1000.0] [batch_t 0.233 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.000082] [CE 4.388 (3.962)] [KD 2.228 (2.033)] 2024-10-15 07:09:43,514 - Train: 91.53% [1145100/1251000] [915.3/1000.0] [batch_t 0.243 (0.248)] [data_t 0.007] [optim_t 0.236] [lr 0.000082] [CE 4.056 (3.879)] [KD 2.215 (1.976)] 2024-10-15 07:09:56,372 - Train: 91.54% [1145150/1251000] [915.4/1000.0] [batch_t 0.238 (0.257)] [data_t 0.008] [optim_t 0.231] [lr 0.000082] [CE 3.611 (3.895)] [KD 1.816 (1.994)] 2024-10-15 07:10:08,477 - Train: 91.54% [1145200/1251000] [915.4/1000.0] [batch_t 0.242 (0.242)] [data_t 0.007] [optim_t 0.234] [lr 0.000082] [CE 3.449 (3.806)] [KD 1.760 (1.928)] 2024-10-15 07:10:20,903 - Train: 91.55% [1145250/1251000] [915.5/1000.0] [batch_t 0.253 (0.248)] [data_t 0.009] [optim_t 0.244] [lr 0.000082] [CE 4.057 (3.902)] [KD 2.068 (2.003)] 2024-10-15 07:10:33,309 - Train: 91.55% [1145300/1251000] [915.5/1000.0] [batch_t 0.222 (0.248)] [data_t 0.008] [optim_t 0.214] [lr 0.000082] [CE 3.897 (3.916)] [KD 2.011 (1.985)] 2024-10-15 07:10:45,759 - Train: 91.55% [1145350/1251000] [915.5/1000.0] [batch_t 0.224 (0.249)] [data_t 0.007] [optim_t 0.217] [lr 0.000082] [CE 3.938 (3.923)] [KD 2.019 (2.010)] 2024-10-15 07:10:58,592 - Train: 91.56% [1145400/1251000] [915.6/1000.0] [batch_t 0.239 (0.256)] [data_t 0.010] [optim_t 0.229] [lr 0.000082] [CE 3.505 (3.924)] [KD 1.754 (1.997)] 2024-10-15 07:11:11,094 - Train: 91.56% [1145450/1251000] [915.6/1000.0] [batch_t 0.234 (0.250)] [data_t 0.008] [optim_t 0.226] [lr 0.000082] [CE 3.985 (3.885)] [KD 2.062 (1.971)] 2024-10-15 07:11:22,881 - Train: 91.57% [1145500/1251000] [915.7/1000.0] [batch_t 0.248 (0.236)] [data_t 0.009] [optim_t 0.240] [lr 0.000082] [CE 3.903 (3.889)] [KD 1.919 (1.959)] 2024-10-15 07:11:35,656 - Train: 91.57% [1145550/1251000] [915.7/1000.0] [batch_t 0.215 (0.255)] [data_t 0.007] [optim_t 0.208] [lr 0.000082] [CE 3.562 (3.864)] [KD 1.823 (1.969)] 2024-10-15 07:11:47,831 - Train: 91.57% [1145600/1251000] [915.7/1000.0] [batch_t 0.249 (0.243)] [data_t 0.009] [optim_t 0.240] [lr 0.000082] [CE 3.940 (3.838)] [KD 2.108 (1.947)] 2024-10-15 07:11:59,492 - Train: 91.58% [1145650/1251000] [915.8/1000.0] [batch_t 0.249 (0.233)] [data_t 0.010] [optim_t 0.239] [lr 0.000082] [CE 3.928 (3.853)] [KD 2.105 (1.940)] 2024-10-15 07:12:11,843 - Train: 91.58% [1145700/1251000] [915.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000082] [CE 4.158 (3.969)] [KD 2.072 (2.040)] 2024-10-15 07:12:24,555 - Train: 91.59% [1145750/1251000] [915.9/1000.0] [batch_t 0.236 (0.254)] [data_t 0.007] [optim_t 0.229] [lr 0.000082] [CE 3.995 (3.887)] [KD 2.049 (1.997)] 2024-10-15 07:12:36,906 - Train: 91.59% [1145800/1251000] [915.9/1000.0] [batch_t 0.231 (0.247)] [data_t 0.011] [optim_t 0.220] [lr 0.000082] [CE 3.961 (3.884)] [KD 1.922 (1.983)] 2024-10-15 07:12:48,843 - Train: 91.59% [1145850/1251000] [915.9/1000.0] [batch_t 0.260 (0.239)] [data_t 0.008] [optim_t 0.252] [lr 0.000081] [CE 4.263 (3.868)] [KD 2.254 (1.961)] 2024-10-15 07:13:00,941 - Train: 91.60% [1145900/1251000] [916.0/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.000081] [CE 3.617 (3.872)] [KD 1.735 (1.978)] 2024-10-15 07:13:14,042 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.175)] [top1_cnt 40689] [top5_cnt 47786] [top_all 50000] 2024-10-15 07:13:14,043 - net: 81.378 (95.572) 2024-10-15 07:13:23,592 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 40940] [top5_cnt 47884] [top_all 50000] 2024-10-15 07:13:23,593 - net_E: 81.880 (95.768) 2024-10-15 07:13:23,799 - Max [top1: 81.378 (epoch: 916)] [top1-ema: 81.898 (epoch: 914)] 2024-10-15 07:13:23,800 - ==> Total time: 3 days, 10:35:16 Eta: 7:34:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:13:45,004 - Train: 91.60% [1145950/1251000] [916.0/1000.0] [batch_t 0.499 (0.264)] [data_t 0.010] [optim_t 0.489] [lr 0.000081] [CE 4.129 (3.934)] [KD 2.251 (2.012)] 2024-10-15 07:13:57,262 - Train: 91.61% [1146000/1251000] [916.1/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000081] [CE 4.386 (3.847)] [KD 2.300 (1.962)] 2024-10-15 07:14:09,605 - Train: 91.61% [1146050/1251000] [916.1/1000.0] [batch_t 0.224 (0.247)] [data_t 0.011] [optim_t 0.213] [lr 0.000081] [CE 3.609 (3.901)] [KD 1.866 (1.963)] 2024-10-15 07:14:21,672 - Train: 91.61% [1146100/1251000] [916.1/1000.0] [batch_t 0.243 (0.241)] [data_t 0.010] [optim_t 0.233] [lr 0.000081] [CE 3.875 (3.883)] [KD 1.992 (1.984)] 2024-10-15 07:14:33,935 - Train: 91.62% [1146150/1251000] [916.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.011] [optim_t 0.224] [lr 0.000081] [CE 4.621 (3.796)] [KD 2.270 (1.912)] 2024-10-15 07:14:46,328 - Train: 91.62% [1146200/1251000] [916.2/1000.0] [batch_t 0.239 (0.248)] [data_t 0.010] [optim_t 0.229] [lr 0.000081] [CE 3.646 (3.894)] [KD 1.886 (1.971)] 2024-10-15 07:14:58,842 - Train: 91.63% [1146250/1251000] [916.3/1000.0] [batch_t 0.233 (0.250)] [data_t 0.008] [optim_t 0.225] [lr 0.000081] [CE 4.094 (3.776)] [KD 2.119 (1.934)] 2024-10-15 07:15:11,379 - Train: 91.63% [1146300/1251000] [916.3/1000.0] [batch_t 0.269 (0.251)] [data_t 0.010] [optim_t 0.259] [lr 0.000081] [CE 3.784 (3.856)] [KD 1.943 (1.963)] 2024-10-15 07:15:23,551 - Train: 91.63% [1146350/1251000] [916.3/1000.0] [batch_t 0.223 (0.243)] [data_t 0.007] [optim_t 0.216] [lr 0.000081] [CE 4.070 (3.888)] [KD 2.109 (2.019)] 2024-10-15 07:15:36,003 - Train: 91.64% [1146400/1251000] [916.4/1000.0] [batch_t 0.227 (0.249)] [data_t 0.010] [optim_t 0.217] [lr 0.000081] [CE 3.738 (3.942)] [KD 1.907 (2.023)] 2024-10-15 07:15:48,349 - Train: 91.64% [1146450/1251000] [916.4/1000.0] [batch_t 0.230 (0.247)] [data_t 0.010] [optim_t 0.220] [lr 0.000081] [CE 3.454 (3.864)] [KD 1.848 (1.962)] 2024-10-15 07:16:00,603 - Train: 91.65% [1146500/1251000] [916.5/1000.0] [batch_t 0.441 (0.245)] [data_t 0.010] [optim_t 0.431] [lr 0.000081] [CE 4.134 (3.845)] [KD 2.116 (1.952)] 2024-10-15 07:16:12,911 - Train: 91.65% [1146550/1251000] [916.5/1000.0] [batch_t 0.228 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.000081] [CE 3.588 (3.850)] [KD 1.824 (1.967)] 2024-10-15 07:16:25,598 - Train: 91.65% [1146600/1251000] [916.5/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.000081] [CE 3.787 (3.913)] [KD 1.955 (1.995)] 2024-10-15 07:16:38,048 - Train: 91.66% [1146650/1251000] [916.6/1000.0] [batch_t 0.265 (0.249)] [data_t 0.010] [optim_t 0.255] [lr 0.000081] [CE 3.899 (3.914)] [KD 2.164 (1.995)] 2024-10-15 07:16:50,320 - Train: 91.66% [1146700/1251000] [916.6/1000.0] [batch_t 0.274 (0.245)] [data_t 0.007] [optim_t 0.267] [lr 0.000081] [CE 4.127 (3.965)] [KD 2.007 (1.990)] 2024-10-15 07:17:02,708 - Train: 91.67% [1146750/1251000] [916.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.007] [optim_t 0.231] [lr 0.000081] [CE 3.513 (3.846)] [KD 1.825 (1.962)] 2024-10-15 07:17:14,829 - Train: 91.67% [1146800/1251000] [916.7/1000.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.000081] [CE 3.751 (3.803)] [KD 1.865 (1.941)] 2024-10-15 07:17:27,419 - Train: 91.67% [1146850/1251000] [916.7/1000.0] [batch_t 0.244 (0.252)] [data_t 0.010] [optim_t 0.234] [lr 0.000081] [CE 3.822 (3.861)] [KD 1.896 (1.963)] 2024-10-15 07:17:39,761 - Train: 91.68% [1146900/1251000] [916.8/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.227] [lr 0.000080] [CE 3.800 (3.895)] [KD 2.018 (1.966)] 2024-10-15 07:17:51,917 - Train: 91.68% [1146950/1251000] [916.8/1000.0] [batch_t 0.245 (0.243)] [data_t 0.011] [optim_t 0.234] [lr 0.000080] [CE 3.905 (3.853)] [KD 1.925 (1.959)] 2024-10-15 07:18:04,675 - Train: 91.69% [1147000/1251000] [916.9/1000.0] [batch_t 0.251 (0.255)] [data_t 0.007] [optim_t 0.244] [lr 0.000080] [CE 3.937 (3.893)] [KD 2.027 (1.978)] 2024-10-15 07:18:17,651 - Train: 91.69% [1147050/1251000] [916.9/1000.0] [batch_t 0.240 (0.259)] [data_t 0.008] [optim_t 0.232] [lr 0.000080] [CE 3.902 (3.960)] [KD 2.072 (2.017)] 2024-10-15 07:18:29,818 - Train: 91.69% [1147100/1251000] [916.9/1000.0] [batch_t 0.252 (0.243)] [data_t 0.007] [optim_t 0.245] [lr 0.000080] [CE 3.630 (3.923)] [KD 1.880 (2.005)] 2024-10-15 07:18:42,212 - Train: 91.70% [1147150/1251000] [917.0/1000.0] [batch_t 0.243 (0.248)] [data_t 0.007] [optim_t 0.235] [lr 0.000080] [CE 3.490 (3.844)] [KD 1.773 (1.965)] 2024-10-15 07:18:55,123 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.170)] [top1_cnt 40683] [top5_cnt 47775] [top_all 50000] 2024-10-15 07:18:55,124 - net: 81.366 (95.550) 2024-10-15 07:19:04,218 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.166)] [top1_cnt 40943] [top5_cnt 47884] [top_all 50000] 2024-10-15 07:19:04,218 - net_E: 81.886 (95.768) 2024-10-15 07:19:04,441 - Max [top1: 81.378 (epoch: 916)] [top1-ema: 81.898 (epoch: 914)] 2024-10-15 07:19:04,442 - ==> Total time: 3 days, 10:40:57 Eta: 7:29:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:19:17,542 - Train: 91.70% [1147200/1251000] [917.0/1000.0] [batch_t 0.250 (0.277)] [data_t 0.008] [optim_t 0.241] [lr 0.000080] [CE 4.316 (3.834)] [KD 2.284 (1.940)] 2024-10-15 07:19:30,135 - Train: 91.71% [1147250/1251000] [917.1/1000.0] [batch_t 0.239 (0.252)] [data_t 0.008] [optim_t 0.231] [lr 0.000080] [CE 3.267 (3.892)] [KD 1.615 (1.971)] 2024-10-15 07:19:42,285 - Train: 91.71% [1147300/1251000] [917.1/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.231] [lr 0.000080] [CE 3.719 (3.869)] [KD 2.005 (1.968)] 2024-10-15 07:19:54,136 - Train: 91.71% [1147350/1251000] [917.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.007] [optim_t 0.225] [lr 0.000080] [CE 4.055 (3.847)] [KD 1.966 (1.948)] 2024-10-15 07:20:06,432 - Train: 91.72% [1147400/1251000] [917.2/1000.0] [batch_t 0.246 (0.246)] [data_t 0.007] [optim_t 0.238] [lr 0.000080] [CE 4.055 (3.861)] [KD 2.060 (1.968)] 2024-10-15 07:20:18,579 - Train: 91.72% [1147450/1251000] [917.2/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000080] [CE 3.954 (3.876)] [KD 1.961 (1.966)] 2024-10-15 07:20:30,730 - Train: 91.73% [1147500/1251000] [917.3/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.221] [lr 0.000080] [CE 4.355 (3.880)] [KD 2.284 (1.985)] 2024-10-15 07:20:43,204 - Train: 91.73% [1147550/1251000] [917.3/1000.0] [batch_t 0.235 (0.249)] [data_t 0.010] [optim_t 0.225] [lr 0.000080] [CE 4.168 (3.892)] [KD 1.997 (1.969)] 2024-10-15 07:20:55,618 - Train: 91.73% [1147600/1251000] [917.3/1000.0] [batch_t 0.236 (0.248)] [data_t 0.010] [optim_t 0.226] [lr 0.000080] [CE 3.617 (3.917)] [KD 1.814 (1.980)] 2024-10-15 07:21:07,745 - Train: 91.74% [1147650/1251000] [917.4/1000.0] [batch_t 0.225 (0.242)] [data_t 0.008] [optim_t 0.218] [lr 0.000080] [CE 3.763 (3.913)] [KD 1.938 (1.985)] 2024-10-15 07:21:19,775 - Train: 91.74% [1147700/1251000] [917.4/1000.0] [batch_t 0.463 (0.240)] [data_t 0.010] [optim_t 0.453] [lr 0.000080] [CE 3.350 (3.936)] [KD 1.728 (2.013)] 2024-10-15 07:21:31,895 - Train: 91.75% [1147750/1251000] [917.5/1000.0] [batch_t 0.245 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.000080] [CE 3.753 (3.881)] [KD 1.858 (1.954)] 2024-10-15 07:21:44,483 - Train: 91.75% [1147800/1251000] [917.5/1000.0] [batch_t 0.227 (0.252)] [data_t 0.010] [optim_t 0.218] [lr 0.000080] [CE 4.391 (3.916)] [KD 2.147 (1.993)] 2024-10-15 07:21:56,935 - Train: 91.75% [1147850/1251000] [917.5/1000.0] [batch_t 0.221 (0.249)] [data_t 0.009] [optim_t 0.212] [lr 0.000080] [CE 3.801 (3.919)] [KD 1.862 (1.983)] 2024-10-15 07:22:09,141 - Train: 91.76% [1147900/1251000] [917.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.000079] [CE 4.072 (3.972)] [KD 2.047 (2.045)] 2024-10-15 07:22:20,953 - Train: 91.76% [1147950/1251000] [917.6/1000.0] [batch_t 0.241 (0.236)] [data_t 0.008] [optim_t 0.233] [lr 0.000079] [CE 3.762 (3.897)] [KD 1.941 (2.001)] 2024-10-15 07:22:33,157 - Train: 91.77% [1148000/1251000] [917.7/1000.0] [batch_t 0.448 (0.244)] [data_t 0.009] [optim_t 0.439] [lr 0.000079] [CE 4.058 (3.870)] [KD 2.077 (1.970)] 2024-10-15 07:22:46,016 - Train: 91.77% [1148050/1251000] [917.7/1000.0] [batch_t 0.416 (0.257)] [data_t 0.007] [optim_t 0.409] [lr 0.000079] [CE 4.100 (3.824)] [KD 2.142 (1.941)] 2024-10-15 07:22:57,948 - Train: 91.77% [1148100/1251000] [917.7/1000.0] [batch_t 0.247 (0.238)] [data_t 0.008] [optim_t 0.239] [lr 0.000079] [CE 3.930 (3.924)] [KD 1.903 (2.013)] 2024-10-15 07:23:10,168 - Train: 91.78% [1148150/1251000] [917.8/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000079] [CE 4.383 (3.906)] [KD 2.147 (1.980)] 2024-10-15 07:23:22,186 - Train: 91.78% [1148200/1251000] [917.8/1000.0] [batch_t 0.223 (0.240)] [data_t 0.007] [optim_t 0.216] [lr 0.000079] [CE 4.176 (3.847)] [KD 2.074 (1.950)] 2024-10-15 07:23:34,885 - Train: 91.79% [1148250/1251000] [917.9/1000.0] [batch_t 0.228 (0.254)] [data_t 0.008] [optim_t 0.220] [lr 0.000079] [CE 3.469 (3.764)] [KD 1.723 (1.907)] 2024-10-15 07:23:47,044 - Train: 91.79% [1148300/1251000] [917.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.008] [optim_t 0.226] [lr 0.000079] [CE 4.037 (3.888)] [KD 2.010 (1.988)] 2024-10-15 07:23:59,365 - Train: 91.79% [1148350/1251000] [917.9/1000.0] [batch_t 0.442 (0.246)] [data_t 0.007] [optim_t 0.435] [lr 0.000079] [CE 3.699 (3.925)] [KD 1.729 (1.990)] 2024-10-15 07:24:11,850 - Train: 91.80% [1148400/1251000] [918.0/1000.0] [batch_t 0.242 (0.250)] [data_t 0.011] [optim_t 0.231] [lr 0.000079] [CE 3.958 (3.882)] [KD 2.006 (1.974)] 2024-10-15 07:24:25,668 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.175)] [top1_cnt 40648] [top5_cnt 47765] [top_all 50000] 2024-10-15 07:24:25,669 - net: 81.296 (95.530) 2024-10-15 07:24:35,383 - Test (net_E): 100.00% [50/50] [batch_t 0.180 (0.178)] [top1_cnt 40951] [top5_cnt 47871] [top_all 50000] 2024-10-15 07:24:35,384 - net_E: 81.902 (95.742) 2024-10-15 07:24:35,589 - Max [top1: 81.378 (epoch: 916)] [top1-ema: 81.902 (epoch: 918)] 2024-10-15 07:24:35,590 - ==> Total time: 3 days, 10:46:28 Eta: 7:23:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:24:56,904 - Train: 91.80% [1148450/1251000] [918.0/1000.0] [batch_t 0.248 (0.251)] [data_t 0.008] [optim_t 0.240] [lr 0.000079] [CE 4.225 (3.948)] [KD 1.983 (2.006)] 2024-10-15 07:25:09,337 - Train: 91.81% [1148500/1251000] [918.1/1000.0] [batch_t 0.234 (0.248)] [data_t 0.007] [optim_t 0.227] [lr 0.000079] [CE 4.100 (3.892)] [KD 2.112 (1.976)] 2024-10-15 07:25:21,366 - Train: 91.81% [1148550/1251000] [918.1/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.000079] [CE 3.734 (3.856)] [KD 1.869 (1.951)] 2024-10-15 07:25:34,135 - Train: 91.81% [1148600/1251000] [918.1/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.000079] [CE 4.779 (3.881)] [KD 2.472 (1.985)] 2024-10-15 07:25:46,067 - Train: 91.82% [1148650/1251000] [918.2/1000.0] [batch_t 0.231 (0.238)] [data_t 0.008] [optim_t 0.223] [lr 0.000079] [CE 3.952 (3.860)] [KD 2.002 (1.959)] 2024-10-15 07:25:58,227 - Train: 91.82% [1148700/1251000] [918.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000079] [CE 4.395 (3.936)] [KD 2.245 (2.007)] 2024-10-15 07:26:11,023 - Train: 91.83% [1148750/1251000] [918.3/1000.0] [batch_t 0.233 (0.256)] [data_t 0.007] [optim_t 0.226] [lr 0.000079] [CE 3.944 (3.834)] [KD 1.832 (1.943)] 2024-10-15 07:26:23,337 - Train: 91.83% [1148800/1251000] [918.3/1000.0] [batch_t 0.229 (0.246)] [data_t 0.009] [optim_t 0.220] [lr 0.000079] [CE 3.434 (3.943)] [KD 1.697 (1.999)] 2024-10-15 07:26:35,256 - Train: 91.83% [1148850/1251000] [918.3/1000.0] [batch_t 0.241 (0.238)] [data_t 0.011] [optim_t 0.230] [lr 0.000079] [CE 3.548 (3.888)] [KD 1.808 (1.967)] 2024-10-15 07:26:47,444 - Train: 91.84% [1148900/1251000] [918.4/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.218] [lr 0.000079] [CE 4.243 (3.928)] [KD 2.239 (2.004)] 2024-10-15 07:26:59,410 - Train: 91.84% [1148950/1251000] [918.4/1000.0] [batch_t 0.238 (0.239)] [data_t 0.007] [optim_t 0.232] [lr 0.000078] [CE 3.823 (3.840)] [KD 1.838 (1.940)] 2024-10-15 07:27:11,603 - Train: 91.85% [1149000/1251000] [918.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.000078] [CE 3.169 (3.851)] [KD 1.576 (1.944)] 2024-10-15 07:27:24,460 - Train: 91.85% [1149050/1251000] [918.5/1000.0] [batch_t 0.233 (0.257)] [data_t 0.006] [optim_t 0.227] [lr 0.000078] [CE 3.975 (3.816)] [KD 1.903 (1.935)] 2024-10-15 07:27:36,812 - Train: 91.85% [1149100/1251000] [918.5/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000078] [CE 3.404 (3.888)] [KD 1.886 (1.970)] 2024-10-15 07:27:48,779 - Train: 91.86% [1149150/1251000] [918.6/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000078] [CE 3.911 (3.884)] [KD 2.014 (1.977)] 2024-10-15 07:28:01,479 - Train: 91.86% [1149200/1251000] [918.6/1000.0] [batch_t 0.246 (0.254)] [data_t 0.007] [optim_t 0.239] [lr 0.000078] [CE 4.354 (3.917)] [KD 2.053 (1.987)] 2024-10-15 07:28:13,817 - Train: 91.87% [1149250/1251000] [918.7/1000.0] [batch_t 0.228 (0.247)] [data_t 0.007] [optim_t 0.221] [lr 0.000078] [CE 4.271 (3.805)] [KD 2.097 (1.912)] 2024-10-15 07:28:26,339 - Train: 91.87% [1149300/1251000] [918.7/1000.0] [batch_t 0.248 (0.250)] [data_t 0.010] [optim_t 0.237] [lr 0.000078] [CE 3.854 (3.851)] [KD 1.959 (1.941)] 2024-10-15 07:28:39,459 - Train: 91.87% [1149350/1251000] [918.7/1000.0] [batch_t 0.250 (0.262)] [data_t 0.008] [optim_t 0.242] [lr 0.000078] [CE 4.140 (3.887)] [KD 2.190 (1.971)] 2024-10-15 07:28:52,353 - Train: 91.88% [1149400/1251000] [918.8/1000.0] [batch_t 0.237 (0.258)] [data_t 0.008] [optim_t 0.228] [lr 0.000078] [CE 4.165 (3.948)] [KD 1.976 (2.013)] 2024-10-15 07:29:04,369 - Train: 91.88% [1149450/1251000] [918.8/1000.0] [batch_t 0.251 (0.240)] [data_t 0.009] [optim_t 0.243] [lr 0.000078] [CE 3.886 (3.856)] [KD 2.027 (1.978)] 2024-10-15 07:29:16,655 - Train: 91.89% [1149500/1251000] [918.9/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.226] [lr 0.000078] [CE 3.739 (3.869)] [KD 1.838 (1.955)] 2024-10-15 07:29:28,762 - Train: 91.89% [1149550/1251000] [918.9/1000.0] [batch_t 0.242 (0.242)] [data_t 0.010] [optim_t 0.232] [lr 0.000078] [CE 3.598 (3.868)] [KD 1.858 (1.955)] 2024-10-15 07:29:41,264 - Train: 91.89% [1149600/1251000] [918.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.008] [optim_t 0.229] [lr 0.000078] [CE 3.693 (3.937)] [KD 1.844 (2.008)] 2024-10-15 07:29:53,289 - Train: 91.90% [1149650/1251000] [919.0/1000.0] [batch_t 0.223 (0.240)] [data_t 0.007] [optim_t 0.215] [lr 0.000078] [CE 3.403 (3.859)] [KD 1.718 (1.951)] 2024-10-15 07:30:06,890 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 40646] [top5_cnt 47794] [top_all 50000] 2024-10-15 07:30:06,891 - net: 81.292 (95.588) 2024-10-15 07:30:16,385 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.173)] [top1_cnt 40973] [top5_cnt 47878] [top_all 50000] 2024-10-15 07:30:16,385 - net_E: 81.946 (95.756) 2024-10-15 07:30:16,643 - Max [top1: 81.378 (epoch: 916)] [top1-ema: 81.946 (epoch: 919)] 2024-10-15 07:30:16,644 - ==> Total time: 3 days, 10:52:09 Eta: 7:18:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:30:36,964 - Train: 91.90% [1149700/1251000] [919.0/1000.0] [batch_t 0.261 (0.268)] [data_t 0.011] [optim_t 0.250] [lr 0.000078] [CE 3.563 (3.887)] [KD 1.921 (1.983)] 2024-10-15 07:30:49,081 - Train: 91.91% [1149750/1251000] [919.1/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.225] [lr 0.000078] [CE 4.146 (3.958)] [KD 2.200 (2.010)] 2024-10-15 07:31:01,337 - Train: 91.91% [1149800/1251000] [919.1/1000.0] [batch_t 0.233 (0.245)] [data_t 0.010] [optim_t 0.223] [lr 0.000078] [CE 3.890 (3.895)] [KD 1.885 (1.993)] 2024-10-15 07:31:13,599 - Train: 91.91% [1149850/1251000] [919.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.008] [optim_t 0.231] [lr 0.000078] [CE 3.760 (3.993)] [KD 1.823 (2.019)] 2024-10-15 07:31:26,158 - Train: 91.92% [1149900/1251000] [919.2/1000.0] [batch_t 0.240 (0.251)] [data_t 0.009] [optim_t 0.231] [lr 0.000078] [CE 4.001 (3.870)] [KD 2.159 (1.964)] 2024-10-15 07:31:38,402 - Train: 91.92% [1149950/1251000] [919.2/1000.0] [batch_t 0.242 (0.245)] [data_t 0.008] [optim_t 0.234] [lr 0.000078] [CE 3.359 (3.820)] [KD 1.650 (1.936)] 2024-10-15 07:31:50,689 - Train: 91.93% [1150000/1251000] [919.3/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.000078] [CE 4.243 (3.864)] [KD 2.373 (1.963)] 2024-10-15 07:32:02,760 - Train: 91.93% [1150050/1251000] [919.3/1000.0] [batch_t 0.248 (0.241)] [data_t 0.011] [optim_t 0.237] [lr 0.000077] [CE 3.815 (3.850)] [KD 1.974 (1.961)] 2024-10-15 07:32:15,359 - Train: 91.93% [1150100/1251000] [919.3/1000.0] [batch_t 0.224 (0.252)] [data_t 0.010] [optim_t 0.215] [lr 0.000077] [CE 4.439 (3.930)] [KD 2.178 (1.993)] 2024-10-15 07:32:27,377 - Train: 91.94% [1150150/1251000] [919.4/1000.0] [batch_t 0.248 (0.240)] [data_t 0.011] [optim_t 0.238] [lr 0.000077] [CE 3.743 (3.809)] [KD 1.847 (1.945)] 2024-10-15 07:32:39,447 - Train: 91.94% [1150200/1251000] [919.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000077] [CE 4.141 (3.850)] [KD 2.134 (1.960)] 2024-10-15 07:32:51,930 - Train: 91.95% [1150250/1251000] [919.5/1000.0] [batch_t 0.219 (0.249)] [data_t 0.009] [optim_t 0.210] [lr 0.000077] [CE 3.578 (3.848)] [KD 1.826 (1.958)] 2024-10-15 07:33:04,500 - Train: 91.95% [1150300/1251000] [919.5/1000.0] [batch_t 0.248 (0.251)] [data_t 0.010] [optim_t 0.238] [lr 0.000077] [CE 3.688 (3.896)] [KD 1.872 (1.958)] 2024-10-15 07:33:16,380 - Train: 91.95% [1150350/1251000] [919.5/1000.0] [batch_t 0.225 (0.237)] [data_t 0.007] [optim_t 0.217] [lr 0.000077] [CE 3.945 (3.924)] [KD 1.897 (1.964)] 2024-10-15 07:33:28,667 - Train: 91.96% [1150400/1251000] [919.6/1000.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.000077] [CE 3.728 (3.891)] [KD 1.930 (1.968)] 2024-10-15 07:33:41,033 - Train: 91.96% [1150450/1251000] [919.6/1000.0] [batch_t 0.251 (0.247)] [data_t 0.008] [optim_t 0.244] [lr 0.000077] [CE 4.074 (3.910)] [KD 2.010 (1.988)] 2024-10-15 07:33:53,308 - Train: 91.97% [1150500/1251000] [919.7/1000.0] [batch_t 0.222 (0.245)] [data_t 0.007] [optim_t 0.215] [lr 0.000077] [CE 3.935 (3.819)] [KD 1.896 (1.932)] 2024-10-15 07:34:05,646 - Train: 91.97% [1150550/1251000] [919.7/1000.0] [batch_t 0.245 (0.247)] [data_t 0.007] [optim_t 0.238] [lr 0.000077] [CE 4.157 (3.851)] [KD 1.966 (1.924)] 2024-10-15 07:34:18,139 - Train: 91.97% [1150600/1251000] [919.7/1000.0] [batch_t 0.222 (0.250)] [data_t 0.009] [optim_t 0.214] [lr 0.000077] [CE 3.536 (3.898)] [KD 1.702 (1.977)] 2024-10-15 07:34:30,112 - Train: 91.98% [1150650/1251000] [919.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.010] [optim_t 0.233] [lr 0.000077] [CE 3.932 (3.958)] [KD 1.944 (2.008)] 2024-10-15 07:34:42,831 - Train: 91.98% [1150700/1251000] [919.8/1000.0] [batch_t 0.247 (0.254)] [data_t 0.008] [optim_t 0.239] [lr 0.000077] [CE 3.602 (3.901)] [KD 1.877 (1.972)] 2024-10-15 07:34:55,121 - Train: 91.99% [1150750/1251000] [919.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.228] [lr 0.000077] [CE 4.077 (3.916)] [KD 1.891 (1.972)] 2024-10-15 07:35:07,681 - Train: 91.99% [1150800/1251000] [919.9/1000.0] [batch_t 0.243 (0.251)] [data_t 0.008] [optim_t 0.235] [lr 0.000077] [CE 3.929 (3.805)] [KD 2.150 (1.922)] 2024-10-15 07:35:19,684 - Train: 91.99% [1150850/1251000] [919.9/1000.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.000077] [CE 3.944 (3.842)] [KD 2.091 (1.947)] 2024-10-15 07:35:32,821 - Train: 92.00% [1150900/1251000] [920.0/1000.0] [batch_t 0.226 (0.263)] [data_t 0.010] [optim_t 0.216] [lr 0.000077] [CE 3.228 (3.830)] [KD 1.753 (1.960)] 2024-10-15 07:35:46,456 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.171)] [top1_cnt 40690] [top5_cnt 47788] [top_all 50000] 2024-10-15 07:35:46,456 - net: 81.380 (95.576) 2024-10-15 07:35:56,292 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.181)] [top1_cnt 40967] [top5_cnt 47873] [top_all 50000] 2024-10-15 07:35:56,292 - net_E: 81.934 (95.746) 2024-10-15 07:35:56,522 - Max [top1: 81.380 (epoch: 920)] [top1-ema: 81.946 (epoch: 919)] 2024-10-15 07:35:56,523 - ==> Total time: 3 days, 10:57:49 Eta: 7:12:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:36:19,826 - Train: 92.00% [1150950/1251000] [920.0/1000.0] [batch_t 0.236 (0.261)] [data_t 0.009] [optim_t 0.226] [lr 0.000077] [CE 4.171 (3.874)] [KD 2.181 (1.967)] 2024-10-15 07:36:32,071 - Train: 92.01% [1151000/1251000] [920.1/1000.0] [batch_t 0.250 (0.245)] [data_t 0.010] [optim_t 0.240] [lr 0.000077] [CE 4.057 (3.892)] [KD 2.096 (1.965)] 2024-10-15 07:36:44,299 - Train: 92.01% [1151050/1251000] [920.1/1000.0] [batch_t 0.232 (0.244)] [data_t 0.007] [optim_t 0.225] [lr 0.000077] [CE 3.923 (3.885)] [KD 1.910 (1.976)] 2024-10-15 07:36:56,587 - Train: 92.01% [1151100/1251000] [920.1/1000.0] [batch_t 0.233 (0.246)] [data_t 0.011] [optim_t 0.223] [lr 0.000076] [CE 3.525 (3.946)] [KD 1.838 (1.986)] 2024-10-15 07:37:08,432 - Train: 92.02% [1151150/1251000] [920.2/1000.0] [batch_t 0.247 (0.237)] [data_t 0.011] [optim_t 0.236] [lr 0.000076] [CE 3.886 (3.896)] [KD 1.915 (1.968)] 2024-10-15 07:37:21,204 - Train: 92.02% [1151200/1251000] [920.2/1000.0] [batch_t 0.243 (0.255)] [data_t 0.008] [optim_t 0.235] [lr 0.000076] [CE 3.724 (3.873)] [KD 1.938 (1.950)] 2024-10-15 07:37:33,284 - Train: 92.03% [1151250/1251000] [920.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.000076] [CE 3.913 (3.840)] [KD 2.037 (1.982)] 2024-10-15 07:37:45,636 - Train: 92.03% [1151300/1251000] [920.3/1000.0] [batch_t 0.236 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000076] [CE 3.356 (3.806)] [KD 1.723 (1.938)] 2024-10-15 07:37:57,519 - Train: 92.03% [1151350/1251000] [920.3/1000.0] [batch_t 0.235 (0.237)] [data_t 0.006] [optim_t 0.228] [lr 0.000076] [CE 4.163 (3.860)] [KD 2.221 (1.946)] 2024-10-15 07:38:10,120 - Train: 92.04% [1151400/1251000] [920.4/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.000076] [CE 4.027 (3.877)] [KD 1.996 (1.960)] 2024-10-15 07:38:22,241 - Train: 92.04% [1151450/1251000] [920.4/1000.0] [batch_t 0.249 (0.242)] [data_t 0.007] [optim_t 0.242] [lr 0.000076] [CE 3.840 (3.872)] [KD 1.855 (1.961)] 2024-10-15 07:38:34,934 - Train: 92.05% [1151500/1251000] [920.5/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.000076] [CE 3.549 (3.875)] [KD 1.870 (1.971)] 2024-10-15 07:38:47,001 - Train: 92.05% [1151550/1251000] [920.5/1000.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000076] [CE 3.992 (3.816)] [KD 2.117 (1.930)] 2024-10-15 07:38:59,427 - Train: 92.05% [1151600/1251000] [920.5/1000.0] [batch_t 0.246 (0.248)] [data_t 0.010] [optim_t 0.236] [lr 0.000076] [CE 3.812 (3.852)] [KD 1.951 (1.946)] 2024-10-15 07:39:11,827 - Train: 92.06% [1151650/1251000] [920.6/1000.0] [batch_t 0.245 (0.248)] [data_t 0.007] [optim_t 0.238] [lr 0.000076] [CE 4.137 (3.890)] [KD 1.967 (1.963)] 2024-10-15 07:39:23,996 - Train: 92.06% [1151700/1251000] [920.6/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000076] [CE 3.938 (3.907)] [KD 1.922 (1.959)] 2024-10-15 07:39:36,762 - Train: 92.07% [1151750/1251000] [920.7/1000.0] [batch_t 0.246 (0.255)] [data_t 0.011] [optim_t 0.235] [lr 0.000076] [CE 4.146 (3.804)] [KD 2.053 (1.916)] 2024-10-15 07:39:49,227 - Train: 92.07% [1151800/1251000] [920.7/1000.0] [batch_t 0.237 (0.249)] [data_t 0.006] [optim_t 0.230] [lr 0.000076] [CE 3.768 (3.853)] [KD 1.893 (1.945)] 2024-10-15 07:40:01,396 - Train: 92.07% [1151850/1251000] [920.7/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000076] [CE 3.737 (3.868)] [KD 1.781 (1.946)] 2024-10-15 07:40:13,880 - Train: 92.08% [1151900/1251000] [920.8/1000.0] [batch_t 0.249 (0.249)] [data_t 0.006] [optim_t 0.243] [lr 0.000076] [CE 4.180 (3.867)] [KD 2.211 (1.958)] 2024-10-15 07:40:26,143 - Train: 92.08% [1151950/1251000] [920.8/1000.0] [batch_t 0.263 (0.245)] [data_t 0.007] [optim_t 0.256] [lr 0.000076] [CE 3.855 (3.887)] [KD 2.065 (1.973)] 2024-10-15 07:40:38,465 - Train: 92.09% [1152000/1251000] [920.9/1000.0] [batch_t 0.237 (0.246)] [data_t 0.008] [optim_t 0.228] [lr 0.000076] [CE 3.535 (3.872)] [KD 1.930 (1.945)] 2024-10-15 07:40:51,137 - Train: 92.09% [1152050/1251000] [920.9/1000.0] [batch_t 0.242 (0.253)] [data_t 0.007] [optim_t 0.235] [lr 0.000076] [CE 4.168 (3.824)] [KD 2.096 (1.941)] 2024-10-15 07:41:03,832 - Train: 92.09% [1152100/1251000] [920.9/1000.0] [batch_t 0.252 (0.254)] [data_t 0.007] [optim_t 0.245] [lr 0.000076] [CE 3.919 (3.885)] [KD 2.016 (1.966)] 2024-10-15 07:41:16,010 - Train: 92.10% [1152150/1251000] [921.0/1000.0] [batch_t 0.238 (0.243)] [data_t 0.007] [optim_t 0.230] [lr 0.000076] [CE 3.760 (3.915)] [KD 1.831 (1.958)] 2024-10-15 07:41:30,178 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.167)] [top1_cnt 40717] [top5_cnt 47768] [top_all 50000] 2024-10-15 07:41:30,179 - net: 81.434 (95.536) 2024-10-15 07:41:40,130 - Test (net_E): 100.00% [50/50] [batch_t 0.361 (0.181)] [top1_cnt 40957] [top5_cnt 47867] [top_all 50000] 2024-10-15 07:41:40,131 - net_E: 81.914 (95.734) 2024-10-15 07:41:40,370 - Max [top1: 81.434 (epoch: 921)] [top1-ema: 81.946 (epoch: 919)] 2024-10-15 07:41:40,371 - ==> Total time: 3 days, 11:03:33 Eta: 7:07:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:42:00,134 - Train: 92.10% [1152200/1251000] [921.0/1000.0] [batch_t 0.240 (0.267)] [data_t 0.009] [optim_t 0.231] [lr 0.000075] [CE 3.667 (3.789)] [KD 1.859 (1.903)] 2024-10-15 07:42:12,849 - Train: 92.11% [1152250/1251000] [921.1/1000.0] [batch_t 0.452 (0.254)] [data_t 0.006] [optim_t 0.445] [lr 0.000075] [CE 4.094 (3.911)] [KD 2.137 (1.963)] 2024-10-15 07:42:25,205 - Train: 92.11% [1152300/1251000] [921.1/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.000075] [CE 3.847 (3.929)] [KD 2.019 (1.978)] 2024-10-15 07:42:37,289 - Train: 92.11% [1152350/1251000] [921.1/1000.0] [batch_t 0.240 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.000075] [CE 4.217 (3.906)] [KD 2.054 (1.970)] 2024-10-15 07:42:49,212 - Train: 92.12% [1152400/1251000] [921.2/1000.0] [batch_t 0.409 (0.238)] [data_t 0.007] [optim_t 0.402] [lr 0.000075] [CE 4.358 (3.911)] [KD 2.208 (1.972)] 2024-10-15 07:43:01,571 - Train: 92.12% [1152450/1251000] [921.2/1000.0] [batch_t 0.221 (0.247)] [data_t 0.008] [optim_t 0.213] [lr 0.000075] [CE 4.333 (3.898)] [KD 2.165 (1.983)] 2024-10-15 07:43:13,827 - Train: 92.13% [1152500/1251000] [921.3/1000.0] [batch_t 0.220 (0.245)] [data_t 0.007] [optim_t 0.213] [lr 0.000075] [CE 4.171 (3.917)] [KD 2.114 (1.984)] 2024-10-15 07:43:25,935 - Train: 92.13% [1152550/1251000] [921.3/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.000075] [CE 3.739 (3.886)] [KD 1.793 (1.973)] 2024-10-15 07:43:38,354 - Train: 92.13% [1152600/1251000] [921.3/1000.0] [batch_t 0.260 (0.248)] [data_t 0.007] [optim_t 0.253] [lr 0.000075] [CE 4.285 (3.909)] [KD 2.216 (1.959)] 2024-10-15 07:43:50,789 - Train: 92.14% [1152650/1251000] [921.4/1000.0] [batch_t 0.208 (0.248)] [data_t 0.007] [optim_t 0.201] [lr 0.000075] [CE 3.614 (3.824)] [KD 1.825 (1.925)] 2024-10-15 07:44:02,521 - Train: 92.14% [1152700/1251000] [921.4/1000.0] [batch_t 0.246 (0.234)] [data_t 0.007] [optim_t 0.238] [lr 0.000075] [CE 4.203 (3.826)] [KD 2.233 (1.953)] 2024-10-15 07:44:15,046 - Train: 92.15% [1152750/1251000] [921.5/1000.0] [batch_t 0.247 (0.250)] [data_t 0.008] [optim_t 0.239] [lr 0.000075] [CE 4.767 (3.878)] [KD 2.303 (1.957)] 2024-10-15 07:44:27,231 - Train: 92.15% [1152800/1251000] [921.5/1000.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.000075] [CE 4.097 (3.948)] [KD 2.069 (1.992)] 2024-10-15 07:44:40,053 - Train: 92.15% [1152850/1251000] [921.5/1000.0] [batch_t 0.480 (0.256)] [data_t 0.006] [optim_t 0.474] [lr 0.000075] [CE 3.573 (3.831)] [KD 1.813 (1.921)] 2024-10-15 07:44:52,325 - Train: 92.16% [1152900/1251000] [921.6/1000.0] [batch_t 0.239 (0.245)] [data_t 0.008] [optim_t 0.231] [lr 0.000075] [CE 3.863 (3.890)] [KD 1.911 (1.952)] 2024-10-15 07:45:04,724 - Train: 92.16% [1152950/1251000] [921.6/1000.0] [batch_t 0.449 (0.248)] [data_t 0.007] [optim_t 0.442] [lr 0.000075] [CE 3.639 (3.833)] [KD 1.708 (1.935)] 2024-10-15 07:45:16,609 - Train: 92.17% [1153000/1251000] [921.7/1000.0] [batch_t 0.252 (0.238)] [data_t 0.007] [optim_t 0.245] [lr 0.000075] [CE 3.644 (3.799)] [KD 1.778 (1.918)] 2024-10-15 07:45:28,988 - Train: 92.17% [1153050/1251000] [921.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.007] [optim_t 0.230] [lr 0.000075] [CE 3.909 (3.877)] [KD 2.047 (1.973)] 2024-10-15 07:45:41,266 - Train: 92.17% [1153100/1251000] [921.7/1000.0] [batch_t 0.247 (0.245)] [data_t 0.007] [optim_t 0.240] [lr 0.000075] [CE 3.641 (3.915)] [KD 1.991 (2.002)] 2024-10-15 07:45:53,624 - Train: 92.18% [1153150/1251000] [921.8/1000.0] [batch_t 0.233 (0.247)] [data_t 0.006] [optim_t 0.228] [lr 0.000075] [CE 3.974 (3.912)] [KD 2.009 (1.969)] 2024-10-15 07:46:06,352 - Train: 92.18% [1153200/1251000] [921.8/1000.0] [batch_t 0.263 (0.254)] [data_t 0.006] [optim_t 0.257] [lr 0.000075] [CE 3.619 (3.915)] [KD 1.782 (1.950)] 2024-10-15 07:46:18,663 - Train: 92.19% [1153250/1251000] [921.9/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.222] [lr 0.000075] [CE 3.283 (3.809)] [KD 1.725 (1.907)] 2024-10-15 07:46:31,281 - Train: 92.19% [1153300/1251000] [921.9/1000.0] [batch_t 0.230 (0.252)] [data_t 0.009] [optim_t 0.220] [lr 0.000074] [CE 3.628 (3.859)] [KD 1.995 (1.944)] 2024-10-15 07:46:44,315 - Train: 92.19% [1153350/1251000] [921.9/1000.0] [batch_t 0.245 (0.261)] [data_t 0.009] [optim_t 0.236] [lr 0.000074] [CE 4.075 (3.941)] [KD 1.964 (1.994)] 2024-10-15 07:46:56,580 - Train: 92.20% [1153400/1251000] [922.0/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.234] [lr 0.000074] [CE 3.854 (3.926)] [KD 1.930 (1.984)] 2024-10-15 07:47:10,767 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.172)] [top1_cnt 40775] [top5_cnt 47806] [top_all 50000] 2024-10-15 07:47:10,768 - net: 81.550 (95.612) 2024-10-15 07:47:19,699 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.163)] [top1_cnt 40990] [top5_cnt 47864] [top_all 50000] 2024-10-15 07:47:19,700 - net_E: 81.980 (95.728) 2024-10-15 07:47:19,931 - Max [top1: 81.550 (epoch: 922)] [top1-ema: 81.980 (epoch: 922)] 2024-10-15 07:47:19,931 - ==> Total time: 3 days, 11:09:12 Eta: 7:02:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:47:47,390 - Train: 92.20% [1153450/1251000] [922.0/1000.0] [batch_t 0.228 (0.260)] [data_t 0.009] [optim_t 0.218] [lr 0.000074] [CE 3.618 (3.869)] [KD 1.769 (1.945)] 2024-10-15 07:47:59,799 - Train: 92.21% [1153500/1251000] [922.1/1000.0] [batch_t 0.227 (0.248)] [data_t 0.009] [optim_t 0.218] [lr 0.000074] [CE 3.759 (3.849)] [KD 1.888 (1.953)] 2024-10-15 07:48:12,832 - Train: 92.21% [1153550/1251000] [922.1/1000.0] [batch_t 0.247 (0.260)] [data_t 0.007] [optim_t 0.240] [lr 0.000074] [CE 3.614 (3.911)] [KD 1.763 (1.974)] 2024-10-15 07:48:25,353 - Train: 92.21% [1153600/1251000] [922.1/1000.0] [batch_t 0.261 (0.250)] [data_t 0.011] [optim_t 0.250] [lr 0.000074] [CE 3.449 (3.933)] [KD 1.708 (2.006)] 2024-10-15 07:48:37,916 - Train: 92.22% [1153650/1251000] [922.2/1000.0] [batch_t 0.259 (0.251)] [data_t 0.008] [optim_t 0.251] [lr 0.000074] [CE 4.204 (3.891)] [KD 2.121 (1.968)] 2024-10-15 07:48:50,277 - Train: 92.22% [1153700/1251000] [922.2/1000.0] [batch_t 0.244 (0.247)] [data_t 0.006] [optim_t 0.237] [lr 0.000074] [CE 4.100 (3.883)] [KD 2.040 (1.946)] 2024-10-15 07:49:02,641 - Train: 92.23% [1153750/1251000] [922.3/1000.0] [batch_t 0.251 (0.247)] [data_t 0.007] [optim_t 0.244] [lr 0.000074] [CE 4.103 (3.878)] [KD 2.069 (1.958)] 2024-10-15 07:49:14,838 - Train: 92.23% [1153800/1251000] [922.3/1000.0] [batch_t 0.250 (0.244)] [data_t 0.010] [optim_t 0.240] [lr 0.000074] [CE 3.302 (3.825)] [KD 1.665 (1.941)] 2024-10-15 07:49:27,769 - Train: 92.23% [1153850/1251000] [922.3/1000.0] [batch_t 0.226 (0.258)] [data_t 0.008] [optim_t 0.218] [lr 0.000074] [CE 3.954 (3.930)] [KD 2.095 (1.980)] 2024-10-15 07:49:40,598 - Train: 92.24% [1153900/1251000] [922.4/1000.0] [batch_t 0.233 (0.256)] [data_t 0.008] [optim_t 0.225] [lr 0.000074] [CE 3.383 (3.888)] [KD 1.695 (1.971)] 2024-10-15 07:49:52,881 - Train: 92.24% [1153950/1251000] [922.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.224] [lr 0.000074] [CE 3.268 (3.902)] [KD 1.642 (1.940)] 2024-10-15 07:50:04,992 - Train: 92.25% [1154000/1251000] [922.5/1000.0] [batch_t 0.443 (0.242)] [data_t 0.009] [optim_t 0.434] [lr 0.000074] [CE 3.412 (3.863)] [KD 1.606 (1.937)] 2024-10-15 07:50:17,303 - Train: 92.25% [1154050/1251000] [922.5/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000074] [CE 3.547 (3.900)] [KD 1.760 (1.976)] 2024-10-15 07:50:29,771 - Train: 92.25% [1154100/1251000] [922.5/1000.0] [batch_t 0.236 (0.249)] [data_t 0.010] [optim_t 0.226] [lr 0.000074] [CE 4.254 (3.859)] [KD 2.179 (1.943)] 2024-10-15 07:50:41,977 - Train: 92.26% [1154150/1251000] [922.6/1000.0] [batch_t 0.245 (0.244)] [data_t 0.011] [optim_t 0.234] [lr 0.000074] [CE 4.121 (3.861)] [KD 2.028 (1.963)] 2024-10-15 07:50:54,782 - Train: 92.26% [1154200/1251000] [922.6/1000.0] [batch_t 0.248 (0.256)] [data_t 0.009] [optim_t 0.239] [lr 0.000074] [CE 3.834 (3.924)] [KD 1.984 (1.976)] 2024-10-15 07:51:07,294 - Train: 92.27% [1154250/1251000] [922.7/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000074] [CE 3.821 (3.845)] [KD 1.912 (1.949)] 2024-10-15 07:51:19,517 - Train: 92.27% [1154300/1251000] [922.7/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.000074] [CE 3.853 (3.885)] [KD 2.053 (1.962)] 2024-10-15 07:51:32,161 - Train: 92.27% [1154350/1251000] [922.7/1000.0] [batch_t 0.241 (0.253)] [data_t 0.007] [optim_t 0.234] [lr 0.000074] [CE 3.808 (3.819)] [KD 1.702 (1.924)] 2024-10-15 07:51:44,441 - Train: 92.28% [1154400/1251000] [922.8/1000.0] [batch_t 0.543 (0.245)] [data_t 0.007] [optim_t 0.537] [lr 0.000073] [CE 3.462 (3.865)] [KD 1.659 (1.958)] 2024-10-15 07:51:56,534 - Train: 92.28% [1154450/1251000] [922.8/1000.0] [batch_t 0.244 (0.242)] [data_t 0.007] [optim_t 0.237] [lr 0.000073] [CE 3.902 (3.832)] [KD 1.858 (1.933)] 2024-10-15 07:52:09,315 - Train: 92.29% [1154500/1251000] [922.9/1000.0] [batch_t 0.238 (0.255)] [data_t 0.009] [optim_t 0.229] [lr 0.000073] [CE 3.900 (3.871)] [KD 1.977 (1.944)] 2024-10-15 07:52:22,028 - Train: 92.29% [1154550/1251000] [922.9/1000.0] [batch_t 0.232 (0.254)] [data_t 0.010] [optim_t 0.223] [lr 0.000073] [CE 4.474 (3.813)] [KD 2.336 (1.929)] 2024-10-15 07:52:34,381 - Train: 92.29% [1154600/1251000] [922.9/1000.0] [batch_t 0.223 (0.247)] [data_t 0.010] [optim_t 0.213] [lr 0.000073] [CE 4.511 (3.987)] [KD 2.325 (2.026)] 2024-10-15 07:52:46,658 - Train: 92.30% [1154650/1251000] [923.0/1000.0] [batch_t 0.225 (0.245)] [data_t 0.010] [optim_t 0.215] [lr 0.000073] [CE 4.008 (3.849)] [KD 1.868 (1.945)] 2024-10-15 07:53:00,769 - Test (net): 100.00% [50/50] [batch_t 0.089 (0.167)] [top1_cnt 40728] [top5_cnt 47786] [top_all 50000] 2024-10-15 07:53:00,770 - net: 81.456 (95.572) 2024-10-15 07:53:09,926 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.164)] [top1_cnt 40982] [top5_cnt 47869] [top_all 50000] 2024-10-15 07:53:09,927 - net_E: 81.964 (95.738) 2024-10-15 07:53:10,154 - Max [top1: 81.550 (epoch: 922)] [top1-ema: 81.980 (epoch: 922)] 2024-10-15 07:53:10,155 - ==> Total time: 3 days, 11:15:02 Eta: 6:56:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:53:20,491 - Train: 92.30% [1154700/1251000] [923.0/1000.0] [batch_t 0.244 (0.262)] [data_t 0.008] [optim_t 0.236] [lr 0.000073] [CE 4.265 (3.835)] [KD 2.118 (1.965)] 2024-10-15 07:53:33,229 - Train: 92.31% [1154750/1251000] [923.1/1000.0] [batch_t 0.514 (0.254)] [data_t 0.010] [optim_t 0.504] [lr 0.000073] [CE 3.418 (3.883)] [KD 1.631 (1.955)] 2024-10-15 07:53:45,941 - Train: 92.31% [1154800/1251000] [923.1/1000.0] [batch_t 0.231 (0.254)] [data_t 0.007] [optim_t 0.224] [lr 0.000073] [CE 3.751 (3.856)] [KD 1.810 (1.924)] 2024-10-15 07:53:58,184 - Train: 92.31% [1154850/1251000] [923.1/1000.0] [batch_t 0.249 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.000073] [CE 3.919 (3.963)] [KD 2.062 (2.000)] 2024-10-15 07:54:10,767 - Train: 92.32% [1154900/1251000] [923.2/1000.0] [batch_t 0.243 (0.251)] [data_t 0.008] [optim_t 0.234] [lr 0.000073] [CE 4.150 (3.868)] [KD 1.862 (1.927)] 2024-10-15 07:54:23,138 - Train: 92.32% [1154950/1251000] [923.2/1000.0] [batch_t 0.242 (0.247)] [data_t 0.010] [optim_t 0.232] [lr 0.000073] [CE 4.151 (3.823)] [KD 2.178 (1.925)] 2024-10-15 07:54:35,782 - Train: 92.33% [1155000/1251000] [923.3/1000.0] [batch_t 0.253 (0.253)] [data_t 0.010] [optim_t 0.243] [lr 0.000073] [CE 3.829 (3.909)] [KD 2.097 (1.954)] 2024-10-15 07:54:48,495 - Train: 92.33% [1155050/1251000] [923.3/1000.0] [batch_t 0.254 (0.254)] [data_t 0.007] [optim_t 0.247] [lr 0.000073] [CE 3.677 (3.880)] [KD 1.931 (1.948)] 2024-10-15 07:55:01,802 - Train: 92.33% [1155100/1251000] [923.3/1000.0] [batch_t 0.260 (0.266)] [data_t 0.007] [optim_t 0.253] [lr 0.000073] [CE 4.246 (3.936)] [KD 2.113 (1.984)] 2024-10-15 07:55:14,031 - Train: 92.34% [1155150/1251000] [923.4/1000.0] [batch_t 0.238 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.000073] [CE 3.971 (3.866)] [KD 2.037 (1.936)] 2024-10-15 07:55:26,792 - Train: 92.34% [1155200/1251000] [923.4/1000.0] [batch_t 0.251 (0.255)] [data_t 0.010] [optim_t 0.241] [lr 0.000073] [CE 4.111 (3.839)] [KD 2.079 (1.919)] 2024-10-15 07:55:39,699 - Train: 92.35% [1155250/1251000] [923.5/1000.0] [batch_t 0.242 (0.258)] [data_t 0.007] [optim_t 0.235] [lr 0.000073] [CE 3.407 (3.853)] [KD 1.681 (1.952)] 2024-10-15 07:55:52,200 - Train: 92.35% [1155300/1251000] [923.5/1000.0] [batch_t 0.245 (0.250)] [data_t 0.007] [optim_t 0.239] [lr 0.000073] [CE 3.715 (3.889)] [KD 1.875 (1.957)] 2024-10-15 07:56:04,526 - Train: 92.35% [1155350/1251000] [923.5/1000.0] [batch_t 0.245 (0.246)] [data_t 0.007] [optim_t 0.238] [lr 0.000073] [CE 4.228 (3.932)] [KD 2.153 (1.991)] 2024-10-15 07:56:17,715 - Train: 92.36% [1155400/1251000] [923.6/1000.0] [batch_t 0.227 (0.264)] [data_t 0.008] [optim_t 0.220] [lr 0.000073] [CE 4.099 (3.896)] [KD 2.026 (1.982)] 2024-10-15 07:56:30,030 - Train: 92.36% [1155450/1251000] [923.6/1000.0] [batch_t 0.256 (0.246)] [data_t 0.007] [optim_t 0.249] [lr 0.000073] [CE 4.007 (3.932)] [KD 1.913 (1.962)] 2024-10-15 07:56:42,582 - Train: 92.37% [1155500/1251000] [923.7/1000.0] [batch_t 0.238 (0.251)] [data_t 0.007] [optim_t 0.231] [lr 0.000073] [CE 3.590 (3.890)] [KD 1.673 (1.932)] 2024-10-15 07:56:55,226 - Train: 92.37% [1155550/1251000] [923.7/1000.0] [batch_t 0.249 (0.253)] [data_t 0.009] [optim_t 0.240] [lr 0.000072] [CE 4.041 (3.894)] [KD 2.033 (1.962)] 2024-10-15 07:57:07,683 - Train: 92.37% [1155600/1251000] [923.7/1000.0] [batch_t 0.236 (0.249)] [data_t 0.008] [optim_t 0.228] [lr 0.000072] [CE 4.019 (3.945)] [KD 2.065 (1.982)] 2024-10-15 07:57:20,052 - Train: 92.38% [1155650/1251000] [923.8/1000.0] [batch_t 0.224 (0.247)] [data_t 0.006] [optim_t 0.218] [lr 0.000072] [CE 4.204 (3.875)] [KD 2.197 (1.951)] 2024-10-15 07:57:32,767 - Train: 92.38% [1155700/1251000] [923.8/1000.0] [batch_t 0.239 (0.254)] [data_t 0.007] [optim_t 0.232] [lr 0.000072] [CE 3.966 (3.943)] [KD 1.989 (1.999)] 2024-10-15 07:57:45,212 - Train: 92.39% [1155750/1251000] [923.9/1000.0] [batch_t 0.231 (0.249)] [data_t 0.010] [optim_t 0.221] [lr 0.000072] [CE 3.709 (3.894)] [KD 1.808 (1.958)] 2024-10-15 07:57:57,742 - Train: 92.39% [1155800/1251000] [923.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.010] [optim_t 0.227] [lr 0.000072] [CE 3.923 (3.866)] [KD 2.038 (1.977)] 2024-10-15 07:58:10,791 - Train: 92.39% [1155850/1251000] [923.9/1000.0] [batch_t 0.236 (0.261)] [data_t 0.008] [optim_t 0.228] [lr 0.000072] [CE 3.832 (3.942)] [KD 1.905 (1.984)] 2024-10-15 07:58:22,947 - Train: 92.40% [1155900/1251000] [924.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.007] [optim_t 0.227] [lr 0.000072] [CE 3.925 (3.845)] [KD 1.903 (1.956)] 2024-10-15 07:58:38,011 - Test (net): 100.00% [50/50] [batch_t 0.355 (0.180)] [top1_cnt 40661] [top5_cnt 47767] [top_all 50000] 2024-10-15 07:58:38,012 - net: 81.322 (95.534) 2024-10-15 07:58:46,821 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.161)] [top1_cnt 40972] [top5_cnt 47868] [top_all 50000] 2024-10-15 07:58:46,822 - net_E: 81.944 (95.736) 2024-10-15 07:58:47,046 - Max [top1: 81.550 (epoch: 922)] [top1-ema: 81.980 (epoch: 922)] 2024-10-15 07:58:47,046 - ==> Total time: 3 days, 11:20:39 Eta: 6:51:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 07:58:57,132 - Train: 92.40% [1155950/1251000] [924.0/1000.0] [batch_t 0.249 (0.268)] [data_t 0.009] [optim_t 0.240] [lr 0.000072] [CE 4.058 (3.868)] [KD 2.122 (1.933)] 2024-10-15 07:59:10,160 - Train: 92.41% [1156000/1251000] [924.1/1000.0] [batch_t 0.239 (0.260)] [data_t 0.009] [optim_t 0.230] [lr 0.000072] [CE 4.077 (3.818)] [KD 1.989 (1.949)] 2024-10-15 07:59:22,828 - Train: 92.41% [1156050/1251000] [924.1/1000.0] [batch_t 0.438 (0.253)] [data_t 0.007] [optim_t 0.430] [lr 0.000072] [CE 3.446 (3.989)] [KD 1.801 (2.017)] 2024-10-15 07:59:35,070 - Train: 92.41% [1156100/1251000] [924.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.011] [optim_t 0.228] [lr 0.000072] [CE 4.388 (3.895)] [KD 2.249 (1.947)] 2024-10-15 07:59:47,534 - Train: 92.42% [1156150/1251000] [924.2/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.228] [lr 0.000072] [CE 3.166 (3.863)] [KD 1.536 (1.944)] 2024-10-15 07:59:59,809 - Train: 92.42% [1156200/1251000] [924.2/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.000072] [CE 4.029 (3.860)] [KD 2.082 (1.935)] 2024-10-15 08:00:12,247 - Train: 92.43% [1156250/1251000] [924.3/1000.0] [batch_t 0.226 (0.249)] [data_t 0.009] [optim_t 0.217] [lr 0.000072] [CE 3.767 (3.855)] [KD 1.970 (1.940)] 2024-10-15 08:00:24,482 - Train: 92.43% [1156300/1251000] [924.3/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.000072] [CE 4.151 (3.920)] [KD 2.058 (1.982)] 2024-10-15 08:00:37,051 - Train: 92.43% [1156350/1251000] [924.3/1000.0] [batch_t 0.240 (0.251)] [data_t 0.008] [optim_t 0.232] [lr 0.000072] [CE 3.777 (3.898)] [KD 2.007 (1.959)] 2024-10-15 08:00:49,718 - Train: 92.44% [1156400/1251000] [924.4/1000.0] [batch_t 0.565 (0.253)] [data_t 0.009] [optim_t 0.557] [lr 0.000072] [CE 3.871 (3.825)] [KD 1.988 (1.924)] 2024-10-15 08:01:01,779 - Train: 92.44% [1156450/1251000] [924.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.000072] [CE 3.987 (3.863)] [KD 2.026 (1.944)] 2024-10-15 08:01:14,062 - Train: 92.45% [1156500/1251000] [924.5/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.000072] [CE 4.259 (3.890)] [KD 2.081 (1.960)] 2024-10-15 08:01:26,358 - Train: 92.45% [1156550/1251000] [924.5/1000.0] [batch_t 0.252 (0.246)] [data_t 0.006] [optim_t 0.246] [lr 0.000072] [CE 3.872 (3.899)] [KD 2.120 (1.960)] 2024-10-15 08:01:38,875 - Train: 92.45% [1156600/1251000] [924.5/1000.0] [batch_t 0.243 (0.250)] [data_t 0.007] [optim_t 0.236] [lr 0.000072] [CE 3.540 (3.852)] [KD 1.735 (1.930)] 2024-10-15 08:01:51,511 - Train: 92.46% [1156650/1251000] [924.6/1000.0] [batch_t 0.239 (0.253)] [data_t 0.010] [optim_t 0.229] [lr 0.000071] [CE 3.353 (3.887)] [KD 1.565 (1.951)] 2024-10-15 08:02:04,126 - Train: 92.46% [1156700/1251000] [924.6/1000.0] [batch_t 0.226 (0.252)] [data_t 0.010] [optim_t 0.215] [lr 0.000071] [CE 3.979 (3.799)] [KD 1.885 (1.898)] 2024-10-15 08:02:16,556 - Train: 92.47% [1156750/1251000] [924.7/1000.0] [batch_t 0.237 (0.248)] [data_t 0.007] [optim_t 0.230] [lr 0.000071] [CE 3.481 (3.838)] [KD 1.710 (1.936)] 2024-10-15 08:02:28,687 - Train: 92.47% [1156800/1251000] [924.7/1000.0] [batch_t 0.246 (0.242)] [data_t 0.011] [optim_t 0.236] [lr 0.000071] [CE 3.334 (3.878)] [KD 1.704 (1.957)] 2024-10-15 08:02:41,304 - Train: 92.47% [1156850/1251000] [924.7/1000.0] [batch_t 0.247 (0.252)] [data_t 0.010] [optim_t 0.237] [lr 0.000071] [CE 3.798 (3.900)] [KD 1.869 (1.977)] 2024-10-15 08:02:53,736 - Train: 92.48% [1156900/1251000] [924.8/1000.0] [batch_t 0.235 (0.248)] [data_t 0.011] [optim_t 0.224] [lr 0.000071] [CE 3.743 (3.900)] [KD 1.807 (1.944)] 2024-10-15 08:03:06,214 - Train: 92.48% [1156950/1251000] [924.8/1000.0] [batch_t 0.225 (0.249)] [data_t 0.009] [optim_t 0.216] [lr 0.000071] [CE 3.473 (3.915)] [KD 1.814 (1.977)] 2024-10-15 08:03:18,409 - Train: 92.49% [1157000/1251000] [924.9/1000.0] [batch_t 0.228 (0.244)] [data_t 0.007] [optim_t 0.221] [lr 0.000071] [CE 4.168 (3.878)] [KD 1.927 (1.952)] 2024-10-15 08:03:31,538 - Train: 92.49% [1157050/1251000] [924.9/1000.0] [batch_t 0.235 (0.262)] [data_t 0.008] [optim_t 0.227] [lr 0.000071] [CE 3.741 (3.902)] [KD 1.871 (1.967)] 2024-10-15 08:03:43,722 - Train: 92.49% [1157100/1251000] [924.9/1000.0] [batch_t 0.227 (0.243)] [data_t 0.011] [optim_t 0.216] [lr 0.000071] [CE 3.980 (3.951)] [KD 1.827 (1.978)] 2024-10-15 08:03:55,683 - Train: 92.50% [1157150/1251000] [925.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000071] [CE 4.091 (3.844)] [KD 1.988 (1.945)] 2024-10-15 08:04:11,052 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.185)] [top1_cnt 40706] [top5_cnt 47809] [top_all 50000] 2024-10-15 08:04:11,053 - net: 81.412 (95.618) 2024-10-15 08:04:20,420 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.170)] [top1_cnt 40978] [top5_cnt 47876] [top_all 50000] 2024-10-15 08:04:20,421 - net_E: 81.956 (95.752) 2024-10-15 08:04:20,630 - Max [top1: 81.550 (epoch: 922)] [top1-ema: 81.980 (epoch: 922)] 2024-10-15 08:04:20,630 - ==> Total time: 3 days, 11:26:13 Eta: 6:45:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:04:30,338 - Train: 92.50% [1157200/1251000] [925.0/1000.0] [batch_t 0.248 (0.266)] [data_t 0.008] [optim_t 0.241] [lr 0.000071] [CE 3.735 (3.812)] [KD 1.848 (1.946)] 2024-10-15 08:04:42,774 - Train: 92.51% [1157250/1251000] [925.1/1000.0] [batch_t 0.248 (0.248)] [data_t 0.010] [optim_t 0.237] [lr 0.000071] [CE 3.590 (3.838)] [KD 1.800 (1.934)] 2024-10-15 08:04:55,140 - Train: 92.51% [1157300/1251000] [925.1/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000071] [CE 3.785 (3.830)] [KD 1.945 (1.923)] 2024-10-15 08:05:07,855 - Train: 92.51% [1157350/1251000] [925.1/1000.0] [batch_t 0.232 (0.254)] [data_t 0.010] [optim_t 0.222] [lr 0.000071] [CE 3.761 (3.868)] [KD 1.948 (1.948)] 2024-10-15 08:05:19,780 - Train: 92.52% [1157400/1251000] [925.2/1000.0] [batch_t 0.232 (0.238)] [data_t 0.007] [optim_t 0.225] [lr 0.000071] [CE 4.031 (3.916)] [KD 1.960 (1.954)] 2024-10-15 08:05:31,764 - Train: 92.52% [1157450/1251000] [925.2/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.000071] [CE 4.022 (3.839)] [KD 2.004 (1.926)] 2024-10-15 08:05:44,264 - Train: 92.53% [1157500/1251000] [925.3/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000071] [CE 3.923 (3.897)] [KD 1.953 (1.971)] 2024-10-15 08:05:56,685 - Train: 92.53% [1157550/1251000] [925.3/1000.0] [batch_t 0.220 (0.248)] [data_t 0.006] [optim_t 0.214] [lr 0.000071] [CE 3.474 (3.808)] [KD 1.719 (1.912)] 2024-10-15 08:06:08,770 - Train: 92.53% [1157600/1251000] [925.3/1000.0] [batch_t 0.228 (0.242)] [data_t 0.011] [optim_t 0.217] [lr 0.000071] [CE 3.766 (3.809)] [KD 1.848 (1.911)] 2024-10-15 08:06:21,292 - Train: 92.54% [1157650/1251000] [925.4/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000071] [CE 4.106 (3.870)] [KD 2.157 (1.929)] 2024-10-15 08:06:33,997 - Train: 92.54% [1157700/1251000] [925.4/1000.0] [batch_t 0.254 (0.254)] [data_t 0.011] [optim_t 0.243] [lr 0.000071] [CE 3.457 (3.838)] [KD 1.718 (1.937)] 2024-10-15 08:06:46,005 - Train: 92.55% [1157750/1251000] [925.5/1000.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.000071] [CE 4.341 (3.872)] [KD 2.135 (1.947)] 2024-10-15 08:06:58,192 - Train: 92.55% [1157800/1251000] [925.5/1000.0] [batch_t 0.242 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.000070] [CE 4.000 (3.909)] [KD 1.968 (1.966)] 2024-10-15 08:07:10,789 - Train: 92.55% [1157850/1251000] [925.5/1000.0] [batch_t 0.228 (0.252)] [data_t 0.009] [optim_t 0.219] [lr 0.000070] [CE 3.654 (3.889)] [KD 1.969 (1.972)] 2024-10-15 08:07:23,653 - Train: 92.56% [1157900/1251000] [925.6/1000.0] [batch_t 0.243 (0.257)] [data_t 0.010] [optim_t 0.234] [lr 0.000070] [CE 3.847 (3.866)] [KD 1.970 (1.931)] 2024-10-15 08:07:36,215 - Train: 92.56% [1157950/1251000] [925.6/1000.0] [batch_t 0.239 (0.251)] [data_t 0.008] [optim_t 0.231] [lr 0.000070] [CE 3.821 (3.859)] [KD 1.987 (1.917)] 2024-10-15 08:07:48,466 - Train: 92.57% [1158000/1251000] [925.7/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.000070] [CE 3.286 (3.886)] [KD 1.726 (1.970)] 2024-10-15 08:08:00,536 - Train: 92.57% [1158050/1251000] [925.7/1000.0] [batch_t 0.250 (0.241)] [data_t 0.009] [optim_t 0.241] [lr 0.000070] [CE 4.200 (3.818)] [KD 2.072 (1.939)] 2024-10-15 08:08:13,675 - Train: 92.57% [1158100/1251000] [925.7/1000.0] [batch_t 0.236 (0.263)] [data_t 0.012] [optim_t 0.224] [lr 0.000070] [CE 3.770 (3.836)] [KD 1.814 (1.922)] 2024-10-15 08:08:25,651 - Train: 92.58% [1158150/1251000] [925.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.007] [optim_t 0.230] [lr 0.000070] [CE 3.819 (3.929)] [KD 1.790 (1.975)] 2024-10-15 08:08:37,998 - Train: 92.58% [1158200/1251000] [925.8/1000.0] [batch_t 0.241 (0.247)] [data_t 0.008] [optim_t 0.233] [lr 0.000070] [CE 3.962 (3.933)] [KD 1.950 (1.984)] 2024-10-15 08:08:50,646 - Train: 92.59% [1158250/1251000] [925.9/1000.0] [batch_t 0.231 (0.253)] [data_t 0.007] [optim_t 0.225] [lr 0.000070] [CE 3.762 (3.819)] [KD 1.926 (1.920)] 2024-10-15 08:09:03,514 - Train: 92.59% [1158300/1251000] [925.9/1000.0] [batch_t 0.241 (0.257)] [data_t 0.010] [optim_t 0.231] [lr 0.000070] [CE 3.594 (3.845)] [KD 1.777 (1.926)] 2024-10-15 08:09:15,693 - Train: 92.59% [1158350/1251000] [925.9/1000.0] [batch_t 0.234 (0.243)] [data_t 0.008] [optim_t 0.227] [lr 0.000070] [CE 3.597 (3.887)] [KD 1.786 (1.929)] 2024-10-15 08:09:28,012 - Train: 92.60% [1158400/1251000] [926.0/1000.0] [batch_t 0.224 (0.246)] [data_t 0.007] [optim_t 0.217] [lr 0.000070] [CE 3.436 (3.851)] [KD 1.683 (1.930)] 2024-10-15 08:09:42,964 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.165)] [top1_cnt 40689] [top5_cnt 47773] [top_all 50000] 2024-10-15 08:09:42,964 - net: 81.378 (95.546) 2024-10-15 08:09:52,360 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 40978] [top5_cnt 47882] [top_all 50000] 2024-10-15 08:09:52,361 - net_E: 81.956 (95.764) 2024-10-15 08:09:52,572 - Max [top1: 81.550 (epoch: 922)] [top1-ema: 81.980 (epoch: 922)] 2024-10-15 08:09:52,573 - ==> Total time: 3 days, 11:31:45 Eta: 6:40:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:10:01,675 - Train: 92.60% [1158450/1251000] [926.0/1000.0] [batch_t 0.260 (0.255)] [data_t 0.007] [optim_t 0.253] [lr 0.000070] [CE 3.910 (3.815)] [KD 1.983 (1.914)] 2024-10-15 08:10:14,388 - Train: 92.61% [1158500/1251000] [926.1/1000.0] [batch_t 0.232 (0.254)] [data_t 0.006] [optim_t 0.226] [lr 0.000070] [CE 3.705 (3.870)] [KD 1.734 (1.939)] 2024-10-15 08:10:26,642 - Train: 92.61% [1158550/1251000] [926.1/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.234] [lr 0.000070] [CE 3.604 (3.896)] [KD 1.833 (1.977)] 2024-10-15 08:10:38,486 - Train: 92.61% [1158600/1251000] [926.1/1000.0] [batch_t 0.232 (0.237)] [data_t 0.007] [optim_t 0.225] [lr 0.000070] [CE 3.458 (3.831)] [KD 1.739 (1.928)] 2024-10-15 08:10:50,534 - Train: 92.62% [1158650/1251000] [926.2/1000.0] [batch_t 0.227 (0.241)] [data_t 0.011] [optim_t 0.216] [lr 0.000070] [CE 3.997 (3.755)] [KD 2.014 (1.878)] 2024-10-15 08:11:02,976 - Train: 92.62% [1158700/1251000] [926.2/1000.0] [batch_t 0.243 (0.249)] [data_t 0.009] [optim_t 0.234] [lr 0.000070] [CE 4.023 (3.858)] [KD 1.962 (1.939)] 2024-10-15 08:11:15,260 - Train: 92.63% [1158750/1251000] [926.3/1000.0] [batch_t 0.248 (0.246)] [data_t 0.010] [optim_t 0.238] [lr 0.000070] [CE 3.571 (3.964)] [KD 1.638 (2.007)] 2024-10-15 08:11:27,513 - Train: 92.63% [1158800/1251000] [926.3/1000.0] [batch_t 0.224 (0.245)] [data_t 0.009] [optim_t 0.215] [lr 0.000070] [CE 4.175 (3.806)] [KD 2.151 (1.903)] 2024-10-15 08:11:39,769 - Train: 92.63% [1158850/1251000] [926.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.011] [optim_t 0.224] [lr 0.000070] [CE 4.369 (3.865)] [KD 2.223 (1.937)] 2024-10-15 08:11:52,021 - Train: 92.64% [1158900/1251000] [926.4/1000.0] [batch_t 0.224 (0.245)] [data_t 0.008] [optim_t 0.216] [lr 0.000070] [CE 3.611 (3.849)] [KD 1.882 (1.929)] 2024-10-15 08:12:04,444 - Train: 92.64% [1158950/1251000] [926.4/1000.0] [batch_t 0.240 (0.248)] [data_t 0.007] [optim_t 0.233] [lr 0.000070] [CE 4.196 (3.873)] [KD 2.131 (1.942)] 2024-10-15 08:12:16,688 - Train: 92.65% [1159000/1251000] [926.5/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.000069] [CE 4.129 (3.837)] [KD 2.160 (1.934)] 2024-10-15 08:12:28,646 - Train: 92.65% [1159050/1251000] [926.5/1000.0] [batch_t 0.253 (0.239)] [data_t 0.007] [optim_t 0.246] [lr 0.000069] [CE 4.172 (3.806)] [KD 1.966 (1.921)] 2024-10-15 08:12:41,190 - Train: 92.65% [1159100/1251000] [926.5/1000.0] [batch_t 0.236 (0.251)] [data_t 0.008] [optim_t 0.228] [lr 0.000069] [CE 3.286 (3.822)] [KD 1.605 (1.915)] 2024-10-15 08:12:53,400 - Train: 92.66% [1159150/1251000] [926.6/1000.0] [batch_t 0.235 (0.244)] [data_t 0.010] [optim_t 0.225] [lr 0.000069] [CE 3.559 (3.908)] [KD 1.664 (1.947)] 2024-10-15 08:13:05,605 - Train: 92.66% [1159200/1251000] [926.6/1000.0] [batch_t 0.240 (0.244)] [data_t 0.007] [optim_t 0.234] [lr 0.000069] [CE 4.026 (3.854)] [KD 1.913 (1.915)] 2024-10-15 08:13:17,646 - Train: 92.67% [1159250/1251000] [926.7/1000.0] [batch_t 0.227 (0.241)] [data_t 0.010] [optim_t 0.217] [lr 0.000069] [CE 4.081 (3.899)] [KD 2.077 (1.950)] 2024-10-15 08:13:30,209 - Train: 92.67% [1159300/1251000] [926.7/1000.0] [batch_t 0.239 (0.251)] [data_t 0.008] [optim_t 0.231] [lr 0.000069] [CE 3.699 (3.966)] [KD 1.795 (1.980)] 2024-10-15 08:13:42,482 - Train: 92.67% [1159350/1251000] [926.7/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.000069] [CE 3.533 (3.864)] [KD 1.830 (1.955)] 2024-10-15 08:13:54,926 - Train: 92.68% [1159400/1251000] [926.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.007] [optim_t 0.232] [lr 0.000069] [CE 3.970 (3.874)] [KD 1.974 (1.942)] 2024-10-15 08:14:07,437 - Train: 92.68% [1159450/1251000] [926.8/1000.0] [batch_t 0.255 (0.250)] [data_t 0.010] [optim_t 0.245] [lr 0.000069] [CE 3.476 (3.851)] [KD 1.861 (1.900)] 2024-10-15 08:14:20,365 - Train: 92.69% [1159500/1251000] [926.9/1000.0] [batch_t 0.246 (0.258)] [data_t 0.006] [optim_t 0.240] [lr 0.000069] [CE 4.241 (3.952)] [KD 2.015 (1.978)] 2024-10-15 08:14:33,392 - Train: 92.69% [1159550/1251000] [926.9/1000.0] [batch_t 0.238 (0.260)] [data_t 0.008] [optim_t 0.231] [lr 0.000069] [CE 4.236 (3.848)] [KD 2.089 (1.932)] 2024-10-15 08:14:45,856 - Train: 92.69% [1159600/1251000] [926.9/1000.0] [batch_t 0.244 (0.249)] [data_t 0.010] [optim_t 0.234] [lr 0.000069] [CE 3.876 (3.911)] [KD 1.938 (1.959)] 2024-10-15 08:14:57,964 - Train: 92.70% [1159650/1251000] [927.0/1000.0] [batch_t 0.245 (0.242)] [data_t 0.008] [optim_t 0.237] [lr 0.000069] [CE 3.805 (3.891)] [KD 1.986 (1.965)] 2024-10-15 08:15:15,324 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.202)] [top1_cnt 40717] [top5_cnt 47811] [top_all 50000] 2024-10-15 08:15:15,324 - net: 81.434 (95.622) 2024-10-15 08:15:24,785 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.172)] [top1_cnt 40975] [top5_cnt 47893] [top_all 50000] 2024-10-15 08:15:24,786 - net_E: 81.950 (95.786) 2024-10-15 08:15:25,013 - Max [top1: 81.550 (epoch: 922)] [top1-ema: 81.980 (epoch: 922)] 2024-10-15 08:15:25,014 - ==> Total time: 3 days, 11:37:17 Eta: 6:35:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:15:34,346 - Train: 92.70% [1159700/1251000] [927.0/1000.0] [batch_t 0.233 (0.282)] [data_t 0.007] [optim_t 0.225] [lr 0.000069] [CE 3.832 (3.909)] [KD 1.939 (1.950)] 2024-10-15 08:15:46,466 - Train: 92.71% [1159750/1251000] [927.1/1000.0] [batch_t 0.248 (0.242)] [data_t 0.011] [optim_t 0.238] [lr 0.000069] [CE 4.283 (3.980)] [KD 2.038 (2.014)] 2024-10-15 08:15:59,237 - Train: 92.71% [1159800/1251000] [927.1/1000.0] [batch_t 0.223 (0.255)] [data_t 0.010] [optim_t 0.213] [lr 0.000069] [CE 3.683 (3.871)] [KD 1.765 (1.933)] 2024-10-15 08:16:11,806 - Train: 92.71% [1159850/1251000] [927.1/1000.0] [batch_t 0.230 (0.251)] [data_t 0.010] [optim_t 0.220] [lr 0.000069] [CE 4.366 (4.016)] [KD 2.048 (2.031)] 2024-10-15 08:16:23,849 - Train: 92.72% [1159900/1251000] [927.2/1000.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000069] [CE 3.883 (3.915)] [KD 2.110 (1.950)] 2024-10-15 08:16:36,927 - Train: 92.72% [1159950/1251000] [927.2/1000.0] [batch_t 0.239 (0.261)] [data_t 0.009] [optim_t 0.230] [lr 0.000069] [CE 3.456 (3.829)] [KD 1.723 (1.918)] 2024-10-15 08:16:49,737 - Train: 92.73% [1160000/1251000] [927.3/1000.0] [batch_t 0.239 (0.256)] [data_t 0.007] [optim_t 0.232] [lr 0.000069] [CE 3.859 (3.886)] [KD 1.892 (1.945)] 2024-10-15 08:17:01,803 - Train: 92.73% [1160050/1251000] [927.3/1000.0] [batch_t 0.252 (0.241)] [data_t 0.010] [optim_t 0.242] [lr 0.000069] [CE 4.264 (3.874)] [KD 1.977 (1.945)] 2024-10-15 08:17:14,683 - Train: 92.73% [1160100/1251000] [927.3/1000.0] [batch_t 0.237 (0.257)] [data_t 0.010] [optim_t 0.227] [lr 0.000069] [CE 3.630 (3.850)] [KD 1.880 (1.945)] 2024-10-15 08:17:27,440 - Train: 92.74% [1160150/1251000] [927.4/1000.0] [batch_t 0.231 (0.255)] [data_t 0.006] [optim_t 0.224] [lr 0.000068] [CE 3.848 (3.815)] [KD 2.121 (1.915)] 2024-10-15 08:17:39,611 - Train: 92.74% [1160200/1251000] [927.4/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.229] [lr 0.000068] [CE 3.674 (3.930)] [KD 1.724 (1.950)] 2024-10-15 08:17:52,326 - Train: 92.75% [1160250/1251000] [927.5/1000.0] [batch_t 0.232 (0.254)] [data_t 0.010] [optim_t 0.222] [lr 0.000068] [CE 3.588 (3.798)] [KD 1.743 (1.900)] 2024-10-15 08:18:05,102 - Train: 92.75% [1160300/1251000] [927.5/1000.0] [batch_t 0.254 (0.255)] [data_t 0.010] [optim_t 0.245] [lr 0.000068] [CE 3.797 (3.965)] [KD 1.981 (1.975)] 2024-10-15 08:18:17,312 - Train: 92.75% [1160350/1251000] [927.5/1000.0] [batch_t 0.249 (0.244)] [data_t 0.008] [optim_t 0.241] [lr 0.000068] [CE 4.030 (3.867)] [KD 2.073 (1.947)] 2024-10-15 08:18:29,833 - Train: 92.76% [1160400/1251000] [927.6/1000.0] [batch_t 0.239 (0.250)] [data_t 0.007] [optim_t 0.232] [lr 0.000068] [CE 3.540 (3.898)] [KD 1.772 (1.956)] 2024-10-15 08:18:42,322 - Train: 92.76% [1160450/1251000] [927.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.008] [optim_t 0.225] [lr 0.000068] [CE 4.067 (3.926)] [KD 2.045 (1.964)] 2024-10-15 08:18:54,379 - Train: 92.77% [1160500/1251000] [927.7/1000.0] [batch_t 0.258 (0.241)] [data_t 0.010] [optim_t 0.248] [lr 0.000068] [CE 4.083 (3.870)] [KD 2.209 (1.949)] 2024-10-15 08:19:07,047 - Train: 92.77% [1160550/1251000] [927.7/1000.0] [batch_t 0.232 (0.253)] [data_t 0.007] [optim_t 0.225] [lr 0.000068] [CE 3.722 (3.901)] [KD 1.966 (1.964)] 2024-10-15 08:19:19,431 - Train: 92.77% [1160600/1251000] [927.7/1000.0] [batch_t 0.258 (0.247)] [data_t 0.008] [optim_t 0.250] [lr 0.000068] [CE 4.020 (3.871)] [KD 2.138 (1.937)] 2024-10-15 08:19:31,595 - Train: 92.78% [1160650/1251000] [927.8/1000.0] [batch_t 0.245 (0.243)] [data_t 0.008] [optim_t 0.237] [lr 0.000068] [CE 3.540 (3.898)] [KD 1.731 (1.954)] 2024-10-15 08:19:43,671 - Train: 92.78% [1160700/1251000] [927.8/1000.0] [batch_t 0.227 (0.241)] [data_t 0.007] [optim_t 0.219] [lr 0.000068] [CE 4.053 (3.835)] [KD 2.104 (1.922)] 2024-10-15 08:19:56,121 - Train: 92.79% [1160750/1251000] [927.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.006] [optim_t 0.229] [lr 0.000068] [CE 3.839 (3.820)] [KD 2.047 (1.894)] 2024-10-15 08:20:08,470 - Train: 92.79% [1160800/1251000] [927.9/1000.0] [batch_t 0.230 (0.247)] [data_t 0.008] [optim_t 0.222] [lr 0.000068] [CE 3.919 (3.906)] [KD 2.079 (1.943)] 2024-10-15 08:20:20,504 - Train: 92.79% [1160850/1251000] [927.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.000068] [CE 3.594 (3.891)] [KD 1.786 (1.948)] 2024-10-15 08:20:33,087 - Train: 92.80% [1160900/1251000] [928.0/1000.0] [batch_t 0.244 (0.251)] [data_t 0.007] [optim_t 0.237] [lr 0.000068] [CE 3.893 (3.852)] [KD 2.035 (1.906)] 2024-10-15 08:20:48,511 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.168)] [top1_cnt 40726] [top5_cnt 47787] [top_all 50000] 2024-10-15 08:20:48,512 - net: 81.452 (95.574) 2024-10-15 08:20:57,535 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 40994] [top5_cnt 47889] [top_all 50000] 2024-10-15 08:20:57,536 - net_E: 81.988 (95.778) 2024-10-15 08:20:57,728 - Max [top1: 81.550 (epoch: 922)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 08:20:57,729 - ==> Total time: 3 days, 11:42:50 Eta: 6:29:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:21:19,041 - Train: 92.80% [1160950/1251000] [928.0/1000.0] [batch_t 0.227 (0.271)] [data_t 0.010] [optim_t 0.217] [lr 0.000068] [CE 3.443 (3.747)] [KD 1.615 (1.879)] 2024-10-15 08:21:31,408 - Train: 92.81% [1161000/1251000] [928.1/1000.0] [batch_t 0.249 (0.247)] [data_t 0.008] [optim_t 0.241] [lr 0.000068] [CE 4.119 (3.920)] [KD 1.998 (1.951)] 2024-10-15 08:21:44,250 - Train: 92.81% [1161050/1251000] [928.1/1000.0] [batch_t 0.237 (0.257)] [data_t 0.008] [optim_t 0.229] [lr 0.000068] [CE 3.679 (3.919)] [KD 1.696 (1.962)] 2024-10-15 08:21:56,537 - Train: 92.81% [1161100/1251000] [928.1/1000.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.218] [lr 0.000068] [CE 3.556 (3.875)] [KD 1.833 (1.951)] 2024-10-15 08:22:08,937 - Train: 92.82% [1161150/1251000] [928.2/1000.0] [batch_t 0.252 (0.248)] [data_t 0.009] [optim_t 0.243] [lr 0.000068] [CE 4.042 (3.915)] [KD 2.083 (1.991)] 2024-10-15 08:22:21,042 - Train: 92.82% [1161200/1251000] [928.2/1000.0] [batch_t 0.237 (0.242)] [data_t 0.010] [optim_t 0.227] [lr 0.000068] [CE 3.945 (3.906)] [KD 1.952 (1.956)] 2024-10-15 08:22:33,363 - Train: 92.83% [1161250/1251000] [928.3/1000.0] [batch_t 0.246 (0.246)] [data_t 0.008] [optim_t 0.237] [lr 0.000068] [CE 3.705 (3.889)] [KD 1.817 (1.950)] 2024-10-15 08:22:46,316 - Train: 92.83% [1161300/1251000] [928.3/1000.0] [batch_t 0.251 (0.259)] [data_t 0.008] [optim_t 0.244] [lr 0.000068] [CE 4.363 (3.868)] [KD 2.261 (1.937)] 2024-10-15 08:22:58,094 - Train: 92.83% [1161350/1251000] [928.3/1000.0] [batch_t 0.240 (0.235)] [data_t 0.010] [optim_t 0.230] [lr 0.000067] [CE 3.572 (3.854)] [KD 1.781 (1.926)] 2024-10-15 08:23:10,330 - Train: 92.84% [1161400/1251000] [928.4/1000.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000067] [CE 3.748 (3.893)] [KD 2.027 (1.949)] 2024-10-15 08:23:23,085 - Train: 92.84% [1161450/1251000] [928.4/1000.0] [batch_t 0.236 (0.255)] [data_t 0.009] [optim_t 0.227] [lr 0.000067] [CE 4.170 (3.875)] [KD 2.027 (1.930)] 2024-10-15 08:23:35,505 - Train: 92.85% [1161500/1251000] [928.5/1000.0] [batch_t 0.560 (0.248)] [data_t 0.010] [optim_t 0.550] [lr 0.000067] [CE 3.939 (3.914)] [KD 2.019 (1.967)] 2024-10-15 08:23:47,188 - Train: 92.85% [1161550/1251000] [928.5/1000.0] [batch_t 0.228 (0.233)] [data_t 0.010] [optim_t 0.219] [lr 0.000067] [CE 4.067 (3.852)] [KD 2.016 (1.904)] 2024-10-15 08:23:59,356 - Train: 92.85% [1161600/1251000] [928.5/1000.0] [batch_t 0.245 (0.243)] [data_t 0.010] [optim_t 0.235] [lr 0.000067] [CE 3.714 (3.837)] [KD 1.834 (1.926)] 2024-10-15 08:24:11,978 - Train: 92.86% [1161650/1251000] [928.6/1000.0] [batch_t 0.248 (0.252)] [data_t 0.007] [optim_t 0.241] [lr 0.000067] [CE 3.692 (3.939)] [KD 1.875 (1.960)] 2024-10-15 08:24:24,439 - Train: 92.86% [1161700/1251000] [928.6/1000.0] [batch_t 0.235 (0.249)] [data_t 0.007] [optim_t 0.227] [lr 0.000067] [CE 3.475 (3.872)] [KD 1.688 (1.930)] 2024-10-15 08:24:36,997 - Train: 92.87% [1161750/1251000] [928.7/1000.0] [batch_t 0.246 (0.251)] [data_t 0.009] [optim_t 0.237] [lr 0.000067] [CE 4.098 (3.878)] [KD 1.978 (1.939)] 2024-10-15 08:24:48,970 - Train: 92.87% [1161800/1251000] [928.7/1000.0] [batch_t 0.229 (0.239)] [data_t 0.011] [optim_t 0.219] [lr 0.000067] [CE 3.720 (3.795)] [KD 1.979 (1.907)] 2024-10-15 08:25:01,454 - Train: 92.87% [1161850/1251000] [928.7/1000.0] [batch_t 0.246 (0.249)] [data_t 0.008] [optim_t 0.239] [lr 0.000067] [CE 3.952 (3.939)] [KD 2.006 (1.982)] 2024-10-15 08:25:13,847 - Train: 92.88% [1161900/1251000] [928.8/1000.0] [batch_t 0.249 (0.248)] [data_t 0.007] [optim_t 0.242] [lr 0.000067] [CE 3.900 (3.883)] [KD 1.966 (1.962)] 2024-10-15 08:25:26,519 - Train: 92.88% [1161950/1251000] [928.8/1000.0] [batch_t 0.240 (0.253)] [data_t 0.007] [optim_t 0.232] [lr 0.000067] [CE 3.617 (3.820)] [KD 1.853 (1.909)] 2024-10-15 08:25:38,691 - Train: 92.89% [1162000/1251000] [928.9/1000.0] [batch_t 0.247 (0.243)] [data_t 0.007] [optim_t 0.241] [lr 0.000067] [CE 4.327 (3.938)] [KD 2.096 (1.965)] 2024-10-15 08:25:51,589 - Train: 92.89% [1162050/1251000] [928.9/1000.0] [batch_t 0.237 (0.258)] [data_t 0.007] [optim_t 0.230] [lr 0.000067] [CE 4.007 (3.869)] [KD 1.880 (1.924)] 2024-10-15 08:26:04,001 - Train: 92.89% [1162100/1251000] [928.9/1000.0] [batch_t 0.243 (0.248)] [data_t 0.007] [optim_t 0.236] [lr 0.000067] [CE 3.947 (3.923)] [KD 2.025 (1.973)] 2024-10-15 08:26:16,230 - Train: 92.90% [1162150/1251000] [929.0/1000.0] [batch_t 0.232 (0.244)] [data_t 0.008] [optim_t 0.224] [lr 0.000067] [CE 4.026 (3.869)] [KD 1.902 (1.942)] 2024-10-15 08:26:31,709 - Test (net): 100.00% [50/50] [batch_t 0.206 (0.168)] [top1_cnt 40661] [top5_cnt 47797] [top_all 50000] 2024-10-15 08:26:31,710 - net: 81.322 (95.594) 2024-10-15 08:26:41,531 - Test (net_E): 100.00% [50/50] [batch_t 0.411 (0.180)] [top1_cnt 40968] [top5_cnt 47893] [top_all 50000] 2024-10-15 08:26:41,532 - net_E: 81.936 (95.786) 2024-10-15 08:26:41,773 - Max [top1: 81.550 (epoch: 922)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 08:26:41,773 - ==> Total time: 3 days, 11:48:34 Eta: 6:24:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:26:51,159 - Train: 92.90% [1162200/1251000] [929.0/1000.0] [batch_t 0.262 (0.292)] [data_t 0.007] [optim_t 0.255] [lr 0.000067] [CE 3.702 (3.928)] [KD 1.785 (1.987)] 2024-10-15 08:27:04,022 - Train: 92.91% [1162250/1251000] [929.1/1000.0] [batch_t 0.432 (0.257)] [data_t 0.008] [optim_t 0.425] [lr 0.000067] [CE 3.811 (3.864)] [KD 1.789 (1.949)] 2024-10-15 08:27:16,489 - Train: 92.91% [1162300/1251000] [929.1/1000.0] [batch_t 0.484 (0.249)] [data_t 0.009] [optim_t 0.476] [lr 0.000067] [CE 3.747 (3.895)] [KD 1.911 (1.928)] 2024-10-15 08:27:28,803 - Train: 92.91% [1162350/1251000] [929.1/1000.0] [batch_t 0.231 (0.246)] [data_t 0.010] [optim_t 0.221] [lr 0.000067] [CE 4.064 (3.829)] [KD 2.016 (1.903)] 2024-10-15 08:27:40,834 - Train: 92.92% [1162400/1251000] [929.2/1000.0] [batch_t 0.234 (0.240)] [data_t 0.007] [optim_t 0.227] [lr 0.000067] [CE 3.553 (3.922)] [KD 1.829 (1.958)] 2024-10-15 08:27:52,948 - Train: 92.92% [1162450/1251000] [929.2/1000.0] [batch_t 0.226 (0.242)] [data_t 0.006] [optim_t 0.220] [lr 0.000067] [CE 4.309 (3.874)] [KD 2.276 (1.921)] 2024-10-15 08:28:05,186 - Train: 92.93% [1162500/1251000] [929.3/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.217] [lr 0.000067] [CE 4.257 (3.874)] [KD 2.127 (1.943)] 2024-10-15 08:28:17,482 - Train: 92.93% [1162550/1251000] [929.3/1000.0] [batch_t 0.242 (0.246)] [data_t 0.010] [optim_t 0.233] [lr 0.000066] [CE 3.693 (3.869)] [KD 1.878 (1.920)] 2024-10-15 08:28:29,727 - Train: 92.93% [1162600/1251000] [929.3/1000.0] [batch_t 0.243 (0.245)] [data_t 0.011] [optim_t 0.232] [lr 0.000066] [CE 4.175 (3.807)] [KD 2.122 (1.899)] 2024-10-15 08:28:42,516 - Train: 92.94% [1162650/1251000] [929.4/1000.0] [batch_t 0.237 (0.256)] [data_t 0.008] [optim_t 0.229] [lr 0.000066] [CE 4.093 (3.855)] [KD 2.151 (1.937)] 2024-10-15 08:28:54,560 - Train: 92.94% [1162700/1251000] [929.4/1000.0] [batch_t 0.224 (0.241)] [data_t 0.006] [optim_t 0.218] [lr 0.000066] [CE 4.351 (3.892)] [KD 2.237 (1.944)] 2024-10-15 08:29:06,660 - Train: 92.95% [1162750/1251000] [929.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000066] [CE 3.812 (3.810)] [KD 1.876 (1.914)] 2024-10-15 08:29:18,396 - Train: 92.95% [1162800/1251000] [929.5/1000.0] [batch_t 0.236 (0.235)] [data_t 0.010] [optim_t 0.226] [lr 0.000066] [CE 3.776 (3.913)] [KD 1.824 (1.930)] 2024-10-15 08:29:30,394 - Train: 92.95% [1162850/1251000] [929.5/1000.0] [batch_t 0.239 (0.240)] [data_t 0.008] [optim_t 0.231] [lr 0.000066] [CE 3.476 (3.912)] [KD 1.679 (1.949)] 2024-10-15 08:29:42,926 - Train: 92.96% [1162900/1251000] [929.6/1000.0] [batch_t 0.236 (0.250)] [data_t 0.007] [optim_t 0.229] [lr 0.000066] [CE 4.195 (3.824)] [KD 2.065 (1.931)] 2024-10-15 08:29:55,114 - Train: 92.96% [1162950/1251000] [929.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.010] [optim_t 0.224] [lr 0.000066] [CE 4.109 (3.942)] [KD 2.153 (1.957)] 2024-10-15 08:30:07,366 - Train: 92.97% [1163000/1251000] [929.7/1000.0] [batch_t 0.234 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.000066] [CE 3.646 (3.822)] [KD 1.753 (1.881)] 2024-10-15 08:30:19,850 - Train: 92.97% [1163050/1251000] [929.7/1000.0] [batch_t 0.244 (0.249)] [data_t 0.008] [optim_t 0.236] [lr 0.000066] [CE 4.168 (3.902)] [KD 2.128 (1.941)] 2024-10-15 08:30:31,985 - Train: 92.97% [1163100/1251000] [929.7/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.000066] [CE 3.187 (3.901)] [KD 1.540 (1.942)] 2024-10-15 08:30:44,179 - Train: 92.98% [1163150/1251000] [929.8/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.000066] [CE 3.498 (3.865)] [KD 1.725 (1.925)] 2024-10-15 08:30:56,845 - Train: 92.98% [1163200/1251000] [929.8/1000.0] [batch_t 0.546 (0.253)] [data_t 0.009] [optim_t 0.537] [lr 0.000066] [CE 3.976 (3.837)] [KD 1.872 (1.909)] 2024-10-15 08:31:09,629 - Train: 92.99% [1163250/1251000] [929.9/1000.0] [batch_t 0.251 (0.255)] [data_t 0.009] [optim_t 0.242] [lr 0.000066] [CE 3.957 (3.859)] [KD 2.005 (1.932)] 2024-10-15 08:31:22,124 - Train: 92.99% [1163300/1251000] [929.9/1000.0] [batch_t 0.243 (0.250)] [data_t 0.010] [optim_t 0.233] [lr 0.000066] [CE 3.457 (3.816)] [KD 1.723 (1.901)] 2024-10-15 08:31:34,727 - Train: 92.99% [1163350/1251000] [929.9/1000.0] [batch_t 0.247 (0.252)] [data_t 0.010] [optim_t 0.237] [lr 0.000066] [CE 4.000 (3.896)] [KD 2.178 (1.945)] 2024-10-15 08:31:46,890 - Train: 93.00% [1163400/1251000] [930.0/1000.0] [batch_t 0.234 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000066] [CE 3.675 (3.822)] [KD 1.837 (1.925)] 2024-10-15 08:32:03,416 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.182)] [top1_cnt 40791] [top5_cnt 47820] [top_all 50000] 2024-10-15 08:32:03,417 - net: 81.582 (95.640) 2024-10-15 08:32:12,673 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 40974] [top5_cnt 47904] [top_all 50000] 2024-10-15 08:32:12,674 - net_E: 81.948 (95.808) 2024-10-15 08:32:12,915 - Max [top1: 81.582 (epoch: 930)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 08:32:12,916 - ==> Total time: 3 days, 11:54:05 Eta: 6:18:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:32:35,312 - Train: 93.00% [1163450/1251000] [930.0/1000.0] [batch_t 0.232 (0.283)] [data_t 0.010] [optim_t 0.222] [lr 0.000066] [CE 3.641 (4.061)] [KD 1.857 (2.004)] 2024-10-15 08:32:47,684 - Train: 93.01% [1163500/1251000] [930.1/1000.0] [batch_t 0.234 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.000066] [CE 3.596 (3.881)] [KD 1.818 (1.934)] 2024-10-15 08:33:00,760 - Train: 93.01% [1163550/1251000] [930.1/1000.0] [batch_t 0.225 (0.261)] [data_t 0.009] [optim_t 0.216] [lr 0.000066] [CE 3.746 (3.855)] [KD 1.908 (1.948)] 2024-10-15 08:33:12,856 - Train: 93.01% [1163600/1251000] [930.1/1000.0] [batch_t 0.246 (0.242)] [data_t 0.008] [optim_t 0.238] [lr 0.000066] [CE 3.547 (3.939)] [KD 1.717 (1.947)] 2024-10-15 08:33:24,894 - Train: 93.02% [1163650/1251000] [930.2/1000.0] [batch_t 0.242 (0.241)] [data_t 0.007] [optim_t 0.235] [lr 0.000066] [CE 3.365 (3.822)] [KD 1.748 (1.890)] 2024-10-15 08:33:37,510 - Train: 93.02% [1163700/1251000] [930.2/1000.0] [batch_t 0.234 (0.252)] [data_t 0.008] [optim_t 0.225] [lr 0.000066] [CE 3.706 (3.781)] [KD 1.931 (1.893)] 2024-10-15 08:33:50,069 - Train: 93.03% [1163750/1251000] [930.3/1000.0] [batch_t 0.531 (0.251)] [data_t 0.009] [optim_t 0.522] [lr 0.000066] [CE 3.776 (3.922)] [KD 1.871 (1.965)] 2024-10-15 08:34:01,960 - Train: 93.03% [1163800/1251000] [930.3/1000.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.000065] [CE 4.129 (3.854)] [KD 1.985 (1.913)] 2024-10-15 08:34:14,622 - Train: 93.03% [1163850/1251000] [930.3/1000.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.000065] [CE 3.754 (3.886)] [KD 1.864 (1.944)] 2024-10-15 08:34:27,102 - Train: 93.04% [1163900/1251000] [930.4/1000.0] [batch_t 0.240 (0.249)] [data_t 0.009] [optim_t 0.231] [lr 0.000065] [CE 3.944 (3.865)] [KD 1.902 (1.902)] 2024-10-15 08:34:39,004 - Train: 93.04% [1163950/1251000] [930.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.000065] [CE 4.344 (3.870)] [KD 2.273 (1.942)] 2024-10-15 08:34:51,163 - Train: 93.05% [1164000/1251000] [930.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.232] [lr 0.000065] [CE 4.292 (3.932)] [KD 2.114 (1.954)] 2024-10-15 08:35:03,300 - Train: 93.05% [1164050/1251000] [930.5/1000.0] [batch_t 0.256 (0.243)] [data_t 0.007] [optim_t 0.249] [lr 0.000065] [CE 3.996 (3.887)] [KD 2.024 (1.946)] 2024-10-15 08:35:16,033 - Train: 93.05% [1164100/1251000] [930.5/1000.0] [batch_t 0.231 (0.255)] [data_t 0.008] [optim_t 0.223] [lr 0.000065] [CE 3.664 (3.922)] [KD 1.868 (1.957)] 2024-10-15 08:35:28,602 - Train: 93.06% [1164150/1251000] [930.6/1000.0] [batch_t 0.245 (0.251)] [data_t 0.007] [optim_t 0.238] [lr 0.000065] [CE 3.812 (3.924)] [KD 1.841 (1.952)] 2024-10-15 08:35:41,081 - Train: 93.06% [1164200/1251000] [930.6/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.225] [lr 0.000065] [CE 3.753 (3.857)] [KD 1.914 (1.929)] 2024-10-15 08:35:52,997 - Train: 93.07% [1164250/1251000] [930.7/1000.0] [batch_t 0.225 (0.238)] [data_t 0.007] [optim_t 0.218] [lr 0.000065] [CE 4.361 (3.871)] [KD 2.019 (1.928)] 2024-10-15 08:36:05,598 - Train: 93.07% [1164300/1251000] [930.7/1000.0] [batch_t 0.240 (0.252)] [data_t 0.009] [optim_t 0.231] [lr 0.000065] [CE 3.725 (3.930)] [KD 1.841 (1.937)] 2024-10-15 08:36:17,751 - Train: 93.07% [1164350/1251000] [930.7/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000065] [CE 3.635 (3.853)] [KD 1.886 (1.948)] 2024-10-15 08:36:30,699 - Train: 93.08% [1164400/1251000] [930.8/1000.0] [batch_t 0.275 (0.259)] [data_t 0.009] [optim_t 0.266] [lr 0.000065] [CE 3.920 (3.888)] [KD 1.734 (1.915)] 2024-10-15 08:36:43,068 - Train: 93.08% [1164450/1251000] [930.8/1000.0] [batch_t 0.266 (0.247)] [data_t 0.009] [optim_t 0.257] [lr 0.000065] [CE 4.123 (3.925)] [KD 2.039 (1.944)] 2024-10-15 08:36:55,332 - Train: 93.09% [1164500/1251000] [930.9/1000.0] [batch_t 0.246 (0.245)] [data_t 0.010] [optim_t 0.237] [lr 0.000065] [CE 4.233 (3.825)] [KD 2.183 (1.890)] 2024-10-15 08:37:07,693 - Train: 93.09% [1164550/1251000] [930.9/1000.0] [batch_t 0.220 (0.247)] [data_t 0.008] [optim_t 0.212] [lr 0.000065] [CE 3.560 (3.937)] [KD 1.776 (1.955)] 2024-10-15 08:37:20,151 - Train: 93.09% [1164600/1251000] [930.9/1000.0] [batch_t 0.244 (0.249)] [data_t 0.007] [optim_t 0.237] [lr 0.000065] [CE 4.210 (3.870)] [KD 2.106 (1.933)] 2024-10-15 08:37:32,146 - Train: 93.10% [1164650/1251000] [931.0/1000.0] [batch_t 0.233 (0.240)] [data_t 0.010] [optim_t 0.222] [lr 0.000065] [CE 3.946 (3.894)] [KD 1.958 (1.938)] 2024-10-15 08:37:50,917 - Test (net): 100.00% [50/50] [batch_t 0.116 (0.214)] [top1_cnt 40722] [top5_cnt 47817] [top_all 50000] 2024-10-15 08:37:50,918 - net: 81.444 (95.634) 2024-10-15 08:38:00,358 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.170)] [top1_cnt 40990] [top5_cnt 47900] [top_all 50000] 2024-10-15 08:38:00,359 - net_E: 81.980 (95.800) 2024-10-15 08:38:00,572 - Max [top1: 81.582 (epoch: 930)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 08:38:00,572 - ==> Total time: 3 days, 11:59:53 Eta: 6:13:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:38:13,472 - Train: 93.10% [1164700/1251000] [931.0/1000.0] [batch_t 0.241 (0.315)] [data_t 0.008] [optim_t 0.233] [lr 0.000065] [CE 3.279 (3.779)] [KD 1.551 (1.874)] 2024-10-15 08:38:26,195 - Train: 93.11% [1164750/1251000] [931.1/1000.0] [batch_t 0.253 (0.254)] [data_t 0.008] [optim_t 0.246] [lr 0.000065] [CE 3.637 (3.854)] [KD 1.870 (1.926)] 2024-10-15 08:38:38,824 - Train: 93.11% [1164800/1251000] [931.1/1000.0] [batch_t 0.234 (0.252)] [data_t 0.010] [optim_t 0.224] [lr 0.000065] [CE 4.085 (3.854)] [KD 2.125 (1.916)] 2024-10-15 08:38:51,683 - Train: 93.11% [1164850/1251000] [931.1/1000.0] [batch_t 0.248 (0.257)] [data_t 0.007] [optim_t 0.241] [lr 0.000065] [CE 4.087 (3.900)] [KD 2.129 (1.938)] 2024-10-15 08:39:04,184 - Train: 93.12% [1164900/1251000] [931.2/1000.0] [batch_t 0.249 (0.250)] [data_t 0.010] [optim_t 0.239] [lr 0.000065] [CE 3.920 (3.852)] [KD 2.019 (1.921)] 2024-10-15 08:39:16,476 - Train: 93.12% [1164950/1251000] [931.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.008] [optim_t 0.229] [lr 0.000065] [CE 3.955 (3.856)] [KD 1.945 (1.895)] 2024-10-15 08:39:29,122 - Train: 93.13% [1165000/1251000] [931.3/1000.0] [batch_t 0.244 (0.253)] [data_t 0.011] [optim_t 0.234] [lr 0.000064] [CE 4.108 (3.846)] [KD 2.167 (1.913)] 2024-10-15 08:39:41,520 - Train: 93.13% [1165050/1251000] [931.3/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000064] [CE 3.798 (3.752)] [KD 2.033 (1.850)] 2024-10-15 08:39:53,720 - Train: 93.13% [1165100/1251000] [931.3/1000.0] [batch_t 0.248 (0.244)] [data_t 0.011] [optim_t 0.238] [lr 0.000064] [CE 4.268 (3.863)] [KD 2.026 (1.910)] 2024-10-15 08:40:06,526 - Train: 93.14% [1165150/1251000] [931.4/1000.0] [batch_t 0.235 (0.256)] [data_t 0.006] [optim_t 0.229] [lr 0.000064] [CE 3.712 (3.823)] [KD 1.832 (1.914)] 2024-10-15 08:40:18,757 - Train: 93.14% [1165200/1251000] [931.4/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.000064] [CE 3.945 (3.809)] [KD 1.996 (1.913)] 2024-10-15 08:40:31,026 - Train: 93.15% [1165250/1251000] [931.5/1000.0] [batch_t 0.244 (0.245)] [data_t 0.008] [optim_t 0.235] [lr 0.000064] [CE 4.051 (3.893)] [KD 1.982 (1.958)] 2024-10-15 08:40:43,983 - Train: 93.15% [1165300/1251000] [931.5/1000.0] [batch_t 0.227 (0.259)] [data_t 0.008] [optim_t 0.218] [lr 0.000064] [CE 3.943 (3.882)] [KD 2.093 (1.942)] 2024-10-15 08:40:56,341 - Train: 93.15% [1165350/1251000] [931.5/1000.0] [batch_t 0.244 (0.247)] [data_t 0.008] [optim_t 0.236] [lr 0.000064] [CE 3.755 (3.892)] [KD 1.869 (1.937)] 2024-10-15 08:41:08,401 - Train: 93.16% [1165400/1251000] [931.6/1000.0] [batch_t 0.269 (0.241)] [data_t 0.008] [optim_t 0.261] [lr 0.000064] [CE 4.151 (3.855)] [KD 2.182 (1.914)] 2024-10-15 08:41:21,369 - Train: 93.16% [1165450/1251000] [931.6/1000.0] [batch_t 0.228 (0.259)] [data_t 0.009] [optim_t 0.219] [lr 0.000064] [CE 4.282 (3.854)] [KD 2.030 (1.908)] 2024-10-15 08:41:34,164 - Train: 93.17% [1165500/1251000] [931.7/1000.0] [batch_t 0.229 (0.256)] [data_t 0.009] [optim_t 0.220] [lr 0.000064] [CE 3.921 (3.928)] [KD 1.951 (1.933)] 2024-10-15 08:41:46,200 - Train: 93.17% [1165550/1251000] [931.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.010] [optim_t 0.232] [lr 0.000064] [CE 4.336 (3.884)] [KD 2.086 (1.931)] 2024-10-15 08:41:58,168 - Train: 93.17% [1165600/1251000] [931.7/1000.0] [batch_t 0.241 (0.239)] [data_t 0.008] [optim_t 0.233] [lr 0.000064] [CE 3.530 (3.896)] [KD 1.743 (1.939)] 2024-10-15 08:42:11,608 - Train: 93.18% [1165650/1251000] [931.8/1000.0] [batch_t 0.231 (0.269)] [data_t 0.007] [optim_t 0.223] [lr 0.000064] [CE 3.277 (3.889)] [KD 1.500 (1.949)] 2024-10-15 08:42:23,545 - Train: 93.18% [1165700/1251000] [931.8/1000.0] [batch_t 0.224 (0.239)] [data_t 0.008] [optim_t 0.216] [lr 0.000064] [CE 3.617 (3.795)] [KD 1.745 (1.880)] 2024-10-15 08:42:35,628 - Train: 93.19% [1165750/1251000] [931.9/1000.0] [batch_t 0.229 (0.241)] [data_t 0.008] [optim_t 0.221] [lr 0.000064] [CE 3.431 (3.862)] [KD 1.696 (1.916)] 2024-10-15 08:42:48,746 - Train: 93.19% [1165800/1251000] [931.9/1000.0] [batch_t 0.243 (0.262)] [data_t 0.009] [optim_t 0.234] [lr 0.000064] [CE 4.101 (3.920)] [KD 2.155 (1.960)] 2024-10-15 08:43:00,714 - Train: 93.19% [1165850/1251000] [931.9/1000.0] [batch_t 0.239 (0.239)] [data_t 0.011] [optim_t 0.228] [lr 0.000064] [CE 3.793 (3.808)] [KD 1.775 (1.878)] 2024-10-15 08:43:12,906 - Train: 93.20% [1165900/1251000] [932.0/1000.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000064] [CE 3.393 (3.854)] [KD 1.791 (1.919)] 2024-10-15 08:43:30,396 - Test (net): 100.00% [50/50] [batch_t 0.482 (0.178)] [top1_cnt 40730] [top5_cnt 47821] [top_all 50000] 2024-10-15 08:43:30,397 - net: 81.460 (95.642) 2024-10-15 08:43:39,560 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.168)] [top1_cnt 40979] [top5_cnt 47884] [top_all 50000] 2024-10-15 08:43:39,560 - net_E: 81.958 (95.768) 2024-10-15 08:43:39,751 - Max [top1: 81.582 (epoch: 930)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 08:43:39,751 - ==> Total time: 3 days, 12:05:32 Eta: 6:08:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:43:48,115 - Train: 93.20% [1165950/1251000] [932.0/1000.0] [batch_t 0.242 (0.276)] [data_t 0.008] [optim_t 0.234] [lr 0.000064] [CE 4.321 (4.032)] [KD 2.151 (2.017)] 2024-10-15 08:44:00,579 - Train: 93.21% [1166000/1251000] [932.1/1000.0] [batch_t 0.253 (0.249)] [data_t 0.009] [optim_t 0.244] [lr 0.000064] [CE 3.706 (3.906)] [KD 1.874 (1.943)] 2024-10-15 08:44:13,453 - Train: 93.21% [1166050/1251000] [932.1/1000.0] [batch_t 0.218 (0.257)] [data_t 0.006] [optim_t 0.212] [lr 0.000064] [CE 3.757 (3.888)] [KD 1.873 (1.936)] 2024-10-15 08:44:25,734 - Train: 93.21% [1166100/1251000] [932.1/1000.0] [batch_t 0.239 (0.245)] [data_t 0.010] [optim_t 0.229] [lr 0.000064] [CE 4.121 (3.976)] [KD 1.916 (1.969)] 2024-10-15 08:44:38,080 - Train: 93.22% [1166150/1251000] [932.2/1000.0] [batch_t 0.234 (0.247)] [data_t 0.008] [optim_t 0.226] [lr 0.000064] [CE 3.851 (3.850)] [KD 1.979 (1.920)] 2024-10-15 08:44:50,492 - Train: 93.22% [1166200/1251000] [932.2/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.237] [lr 0.000064] [CE 3.686 (3.849)] [KD 1.881 (1.915)] 2024-10-15 08:45:03,368 - Train: 93.23% [1166250/1251000] [932.3/1000.0] [batch_t 0.595 (0.257)] [data_t 0.010] [optim_t 0.585] [lr 0.000064] [CE 3.942 (3.886)] [KD 1.981 (1.921)] 2024-10-15 08:45:15,403 - Train: 93.23% [1166300/1251000] [932.3/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.229] [lr 0.000063] [CE 3.774 (3.922)] [KD 1.853 (1.941)] 2024-10-15 08:45:27,796 - Train: 93.23% [1166350/1251000] [932.3/1000.0] [batch_t 0.253 (0.248)] [data_t 0.007] [optim_t 0.247] [lr 0.000063] [CE 4.175 (3.912)] [KD 2.130 (1.940)] 2024-10-15 08:45:40,331 - Train: 93.24% [1166400/1251000] [932.4/1000.0] [batch_t 0.241 (0.250)] [data_t 0.010] [optim_t 0.231] [lr 0.000063] [CE 3.722 (3.865)] [KD 1.801 (1.924)] 2024-10-15 08:45:52,484 - Train: 93.24% [1166450/1251000] [932.4/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.000063] [CE 3.879 (3.948)] [KD 1.842 (1.957)] 2024-10-15 08:46:04,749 - Train: 93.25% [1166500/1251000] [932.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.010] [optim_t 0.229] [lr 0.000063] [CE 4.197 (3.874)] [KD 2.109 (1.918)] 2024-10-15 08:46:17,571 - Train: 93.25% [1166550/1251000] [932.5/1000.0] [batch_t 0.254 (0.256)] [data_t 0.008] [optim_t 0.245] [lr 0.000063] [CE 3.620 (3.922)] [KD 1.687 (1.951)] 2024-10-15 08:46:29,819 - Train: 93.25% [1166600/1251000] [932.5/1000.0] [batch_t 0.232 (0.245)] [data_t 0.011] [optim_t 0.221] [lr 0.000063] [CE 3.787 (3.910)] [KD 1.901 (1.923)] 2024-10-15 08:46:42,442 - Train: 93.26% [1166650/1251000] [932.6/1000.0] [batch_t 0.235 (0.252)] [data_t 0.010] [optim_t 0.225] [lr 0.000063] [CE 3.973 (3.868)] [KD 1.990 (1.936)] 2024-10-15 08:46:54,911 - Train: 93.26% [1166700/1251000] [932.6/1000.0] [batch_t 0.233 (0.249)] [data_t 0.010] [optim_t 0.223] [lr 0.000063] [CE 4.262 (3.842)] [KD 2.109 (1.903)] 2024-10-15 08:47:07,202 - Train: 93.27% [1166750/1251000] [932.7/1000.0] [batch_t 0.240 (0.246)] [data_t 0.010] [optim_t 0.230] [lr 0.000063] [CE 3.438 (3.899)] [KD 1.753 (1.933)] 2024-10-15 08:47:19,500 - Train: 93.27% [1166800/1251000] [932.7/1000.0] [batch_t 0.249 (0.246)] [data_t 0.006] [optim_t 0.242] [lr 0.000063] [CE 3.517 (3.843)] [KD 1.835 (1.911)] 2024-10-15 08:47:32,686 - Train: 93.27% [1166850/1251000] [932.7/1000.0] [batch_t 0.256 (0.264)] [data_t 0.007] [optim_t 0.249] [lr 0.000063] [CE 4.165 (3.887)] [KD 2.097 (1.931)] 2024-10-15 08:47:45,048 - Train: 93.28% [1166900/1251000] [932.8/1000.0] [batch_t 0.252 (0.247)] [data_t 0.010] [optim_t 0.241] [lr 0.000063] [CE 4.106 (3.944)] [KD 2.122 (1.977)] 2024-10-15 08:47:57,221 - Train: 93.28% [1166950/1251000] [932.8/1000.0] [batch_t 0.252 (0.243)] [data_t 0.007] [optim_t 0.244] [lr 0.000063] [CE 3.845 (3.850)] [KD 1.846 (1.930)] 2024-10-15 08:48:10,132 - Train: 93.29% [1167000/1251000] [932.9/1000.0] [batch_t 0.241 (0.258)] [data_t 0.010] [optim_t 0.230] [lr 0.000063] [CE 3.545 (3.816)] [KD 1.836 (1.910)] 2024-10-15 08:48:22,370 - Train: 93.29% [1167050/1251000] [932.9/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000063] [CE 3.186 (3.889)] [KD 1.526 (1.915)] 2024-10-15 08:48:34,538 - Train: 93.29% [1167100/1251000] [932.9/1000.0] [batch_t 0.235 (0.243)] [data_t 0.008] [optim_t 0.227] [lr 0.000063] [CE 3.929 (3.907)] [KD 1.923 (1.938)] 2024-10-15 08:48:47,465 - Train: 93.30% [1167150/1251000] [933.0/1000.0] [batch_t 0.252 (0.258)] [data_t 0.010] [optim_t 0.242] [lr 0.000063] [CE 3.581 (3.858)] [KD 1.871 (1.894)] 2024-10-15 08:49:04,866 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.178)] [top1_cnt 40734] [top5_cnt 47824] [top_all 50000] 2024-10-15 08:49:04,867 - net: 81.468 (95.648) 2024-10-15 08:49:14,212 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.170)] [top1_cnt 40981] [top5_cnt 47895] [top_all 50000] 2024-10-15 08:49:14,213 - net_E: 81.962 (95.790) 2024-10-15 08:49:14,419 - Max [top1: 81.582 (epoch: 930)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 08:49:14,420 - ==> Total time: 3 days, 12:11:07 Eta: 6:02:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:49:22,039 - Train: 93.30% [1167200/1251000] [933.0/1000.0] [batch_t 0.244 (0.269)] [data_t 0.011] [optim_t 0.233] [lr 0.000063] [CE 3.567 (3.848)] [KD 1.722 (1.918)] 2024-10-15 08:49:34,450 - Train: 93.31% [1167250/1251000] [933.1/1000.0] [batch_t 0.240 (0.248)] [data_t 0.007] [optim_t 0.233] [lr 0.000063] [CE 4.078 (3.889)] [KD 1.992 (1.940)] 2024-10-15 08:49:47,287 - Train: 93.31% [1167300/1251000] [933.1/1000.0] [batch_t 0.233 (0.257)] [data_t 0.007] [optim_t 0.226] [lr 0.000063] [CE 4.029 (3.884)] [KD 1.943 (1.951)] 2024-10-15 08:49:59,452 - Train: 93.31% [1167350/1251000] [933.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.232] [lr 0.000063] [CE 3.599 (3.877)] [KD 1.786 (1.952)] 2024-10-15 08:50:11,945 - Train: 93.32% [1167400/1251000] [933.2/1000.0] [batch_t 0.258 (0.250)] [data_t 0.007] [optim_t 0.250] [lr 0.000063] [CE 3.619 (3.867)] [KD 1.779 (1.915)] 2024-10-15 08:50:24,847 - Train: 93.32% [1167450/1251000] [933.2/1000.0] [batch_t 0.243 (0.258)] [data_t 0.008] [optim_t 0.235] [lr 0.000063] [CE 3.696 (3.927)] [KD 1.864 (1.965)] 2024-10-15 08:50:36,912 - Train: 93.33% [1167500/1251000] [933.3/1000.0] [batch_t 0.241 (0.241)] [data_t 0.007] [optim_t 0.234] [lr 0.000063] [CE 4.268 (3.900)] [KD 2.147 (1.921)] 2024-10-15 08:50:49,270 - Train: 93.33% [1167550/1251000] [933.3/1000.0] [batch_t 0.239 (0.247)] [data_t 0.006] [optim_t 0.233] [lr 0.000062] [CE 4.067 (3.827)] [KD 2.140 (1.920)] 2024-10-15 08:51:02,210 - Train: 93.33% [1167600/1251000] [933.3/1000.0] [batch_t 0.235 (0.259)] [data_t 0.008] [optim_t 0.228] [lr 0.000062] [CE 4.408 (3.872)] [KD 2.210 (1.934)] 2024-10-15 08:51:14,514 - Train: 93.34% [1167650/1251000] [933.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.010] [optim_t 0.226] [lr 0.000062] [CE 4.111 (3.853)] [KD 2.167 (1.932)] 2024-10-15 08:51:26,931 - Train: 93.34% [1167700/1251000] [933.4/1000.0] [batch_t 0.262 (0.248)] [data_t 0.007] [optim_t 0.255] [lr 0.000062] [CE 3.872 (3.875)] [KD 2.000 (1.936)] 2024-10-15 08:51:39,832 - Train: 93.35% [1167750/1251000] [933.5/1000.0] [batch_t 0.245 (0.258)] [data_t 0.007] [optim_t 0.238] [lr 0.000062] [CE 3.519 (3.867)] [KD 1.714 (1.935)] 2024-10-15 08:51:51,999 - Train: 93.35% [1167800/1251000] [933.5/1000.0] [batch_t 0.229 (0.243)] [data_t 0.007] [optim_t 0.222] [lr 0.000062] [CE 3.583 (3.912)] [KD 1.831 (1.922)] 2024-10-15 08:52:04,304 - Train: 93.35% [1167850/1251000] [933.5/1000.0] [batch_t 0.242 (0.246)] [data_t 0.006] [optim_t 0.235] [lr 0.000062] [CE 4.226 (3.874)] [KD 1.960 (1.930)] 2024-10-15 08:52:16,823 - Train: 93.36% [1167900/1251000] [933.6/1000.0] [batch_t 0.220 (0.250)] [data_t 0.007] [optim_t 0.212] [lr 0.000062] [CE 3.634 (3.839)] [KD 1.772 (1.889)] 2024-10-15 08:52:29,010 - Train: 93.36% [1167950/1251000] [933.6/1000.0] [batch_t 0.242 (0.244)] [data_t 0.007] [optim_t 0.236] [lr 0.000062] [CE 4.349 (3.869)] [KD 2.104 (1.937)] 2024-10-15 08:52:41,293 - Train: 93.37% [1168000/1251000] [933.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.000062] [CE 4.084 (3.854)] [KD 2.087 (1.924)] 2024-10-15 08:52:53,999 - Train: 93.37% [1168050/1251000] [933.7/1000.0] [batch_t 0.487 (0.254)] [data_t 0.007] [optim_t 0.480] [lr 0.000062] [CE 4.492 (3.843)] [KD 2.193 (1.906)] 2024-10-15 08:53:05,747 - Train: 93.37% [1168100/1251000] [933.7/1000.0] [batch_t 0.233 (0.235)] [data_t 0.007] [optim_t 0.226] [lr 0.000062] [CE 3.305 (3.873)] [KD 1.613 (1.915)] 2024-10-15 08:53:18,277 - Train: 93.38% [1168150/1251000] [933.8/1000.0] [batch_t 0.249 (0.250)] [data_t 0.008] [optim_t 0.241] [lr 0.000062] [CE 4.324 (3.829)] [KD 2.107 (1.922)] 2024-10-15 08:53:30,735 - Train: 93.38% [1168200/1251000] [933.8/1000.0] [batch_t 0.469 (0.249)] [data_t 0.007] [optim_t 0.462] [lr 0.000062] [CE 4.150 (3.953)] [KD 2.060 (1.968)] 2024-10-15 08:53:43,260 - Train: 93.39% [1168250/1251000] [933.9/1000.0] [batch_t 0.221 (0.250)] [data_t 0.007] [optim_t 0.214] [lr 0.000062] [CE 3.981 (3.830)] [KD 2.087 (1.903)] 2024-10-15 08:53:55,300 - Train: 93.39% [1168300/1251000] [933.9/1000.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.000062] [CE 3.823 (3.885)] [KD 1.807 (1.922)] 2024-10-15 08:54:07,878 - Train: 93.39% [1168350/1251000] [933.9/1000.0] [batch_t 0.233 (0.251)] [data_t 0.010] [optim_t 0.223] [lr 0.000062] [CE 3.831 (3.880)] [KD 1.843 (1.908)] 2024-10-15 08:54:20,509 - Train: 93.40% [1168400/1251000] [934.0/1000.0] [batch_t 0.226 (0.252)] [data_t 0.007] [optim_t 0.219] [lr 0.000062] [CE 3.626 (3.820)] [KD 1.856 (1.894)] 2024-10-15 08:54:38,071 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.185)] [top1_cnt 40715] [top5_cnt 47821] [top_all 50000] 2024-10-15 08:54:38,072 - net: 81.430 (95.642) 2024-10-15 08:54:47,234 - Test (net_E): 100.00% [50/50] [batch_t 0.045 (0.167)] [top1_cnt 40964] [top5_cnt 47903] [top_all 50000] 2024-10-15 08:54:47,235 - net_E: 81.928 (95.806) 2024-10-15 08:54:47,461 - Max [top1: 81.582 (epoch: 930)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 08:54:47,462 - ==> Total time: 3 days, 12:16:40 Eta: 5:57:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 08:54:54,922 - Train: 93.40% [1168450/1251000] [934.0/1000.0] [batch_t 0.228 (0.289)] [data_t 0.009] [optim_t 0.220] [lr 0.000062] [CE 4.076 (3.834)] [KD 1.863 (1.884)] 2024-10-15 08:55:07,900 - Train: 93.41% [1168500/1251000] [934.1/1000.0] [batch_t 0.576 (0.259)] [data_t 0.009] [optim_t 0.567] [lr 0.000062] [CE 3.601 (3.871)] [KD 1.758 (1.916)] 2024-10-15 08:55:20,234 - Train: 93.41% [1168550/1251000] [934.1/1000.0] [batch_t 0.239 (0.246)] [data_t 0.006] [optim_t 0.232] [lr 0.000062] [CE 4.060 (3.885)] [KD 2.062 (1.930)] 2024-10-15 08:55:33,066 - Train: 93.41% [1168600/1251000] [934.1/1000.0] [batch_t 0.236 (0.256)] [data_t 0.009] [optim_t 0.227] [lr 0.000062] [CE 3.462 (3.793)] [KD 1.709 (1.887)] 2024-10-15 08:55:45,116 - Train: 93.42% [1168650/1251000] [934.2/1000.0] [batch_t 0.249 (0.241)] [data_t 0.010] [optim_t 0.239] [lr 0.000062] [CE 4.281 (3.839)] [KD 2.092 (1.888)] 2024-10-15 08:55:57,324 - Train: 93.42% [1168700/1251000] [934.2/1000.0] [batch_t 0.222 (0.244)] [data_t 0.006] [optim_t 0.215] [lr 0.000062] [CE 3.846 (3.885)] [KD 2.017 (1.927)] 2024-10-15 08:56:09,673 - Train: 93.43% [1168750/1251000] [934.3/1000.0] [batch_t 0.248 (0.247)] [data_t 0.007] [optim_t 0.241] [lr 0.000062] [CE 4.426 (3.865)] [KD 2.315 (1.930)] 2024-10-15 08:56:22,135 - Train: 93.43% [1168800/1251000] [934.3/1000.0] [batch_t 0.256 (0.249)] [data_t 0.008] [optim_t 0.249] [lr 0.000062] [CE 3.579 (3.825)] [KD 1.884 (1.888)] 2024-10-15 08:56:34,552 - Train: 93.43% [1168850/1251000] [934.3/1000.0] [batch_t 0.237 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.000061] [CE 3.506 (3.850)] [KD 1.644 (1.913)] 2024-10-15 08:56:46,592 - Train: 93.44% [1168900/1251000] [934.4/1000.0] [batch_t 0.271 (0.241)] [data_t 0.007] [optim_t 0.264] [lr 0.000061] [CE 3.624 (3.905)] [KD 1.747 (1.943)] 2024-10-15 08:56:58,836 - Train: 93.44% [1168950/1251000] [934.4/1000.0] [batch_t 0.252 (0.245)] [data_t 0.007] [optim_t 0.245] [lr 0.000061] [CE 3.786 (3.894)] [KD 1.916 (1.920)] 2024-10-15 08:57:11,742 - Train: 93.45% [1169000/1251000] [934.5/1000.0] [batch_t 0.248 (0.258)] [data_t 0.006] [optim_t 0.242] [lr 0.000061] [CE 3.985 (3.864)] [KD 1.958 (1.917)] 2024-10-15 08:57:24,075 - Train: 93.45% [1169050/1251000] [934.5/1000.0] [batch_t 0.246 (0.246)] [data_t 0.007] [optim_t 0.239] [lr 0.000061] [CE 3.635 (3.895)] [KD 1.738 (1.921)] 2024-10-15 08:57:36,668 - Train: 93.45% [1169100/1251000] [934.5/1000.0] [batch_t 0.255 (0.252)] [data_t 0.007] [optim_t 0.248] [lr 0.000061] [CE 3.900 (3.904)] [KD 1.912 (1.934)] 2024-10-15 08:57:49,554 - Train: 93.46% [1169150/1251000] [934.6/1000.0] [batch_t 0.235 (0.258)] [data_t 0.007] [optim_t 0.228] [lr 0.000061] [CE 4.031 (3.843)] [KD 2.127 (1.914)] 2024-10-15 08:58:01,798 - Train: 93.46% [1169200/1251000] [934.6/1000.0] [batch_t 0.253 (0.245)] [data_t 0.008] [optim_t 0.245] [lr 0.000061] [CE 4.048 (3.852)] [KD 2.040 (1.899)] 2024-10-15 08:58:14,298 - Train: 93.47% [1169250/1251000] [934.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.008] [optim_t 0.228] [lr 0.000061] [CE 3.704 (3.873)] [KD 1.881 (1.908)] 2024-10-15 08:58:26,663 - Train: 93.47% [1169300/1251000] [934.7/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000061] [CE 3.752 (3.806)] [KD 1.771 (1.901)] 2024-10-15 08:58:39,049 - Train: 93.47% [1169350/1251000] [934.7/1000.0] [batch_t 0.262 (0.248)] [data_t 0.006] [optim_t 0.256] [lr 0.000061] [CE 4.076 (3.883)] [KD 1.929 (1.907)] 2024-10-15 08:58:51,490 - Train: 93.48% [1169400/1251000] [934.8/1000.0] [batch_t 0.229 (0.249)] [data_t 0.008] [optim_t 0.221] [lr 0.000061] [CE 3.709 (3.764)] [KD 1.795 (1.873)] 2024-10-15 08:59:04,051 - Train: 93.48% [1169450/1251000] [934.8/1000.0] [batch_t 0.241 (0.251)] [data_t 0.009] [optim_t 0.232] [lr 0.000061] [CE 4.103 (3.855)] [KD 2.044 (1.922)] 2024-10-15 08:59:16,030 - Train: 93.49% [1169500/1251000] [934.9/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.000061] [CE 3.951 (3.879)] [KD 1.832 (1.909)] 2024-10-15 08:59:28,488 - Train: 93.49% [1169550/1251000] [934.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.008] [optim_t 0.229] [lr 0.000061] [CE 3.938 (3.929)] [KD 1.966 (1.941)] 2024-10-15 08:59:41,529 - Train: 93.49% [1169600/1251000] [934.9/1000.0] [batch_t 0.229 (0.261)] [data_t 0.009] [optim_t 0.221] [lr 0.000061] [CE 3.774 (3.877)] [KD 1.871 (1.934)] 2024-10-15 08:59:54,010 - Train: 93.50% [1169650/1251000] [935.0/1000.0] [batch_t 0.551 (0.249)] [data_t 0.006] [optim_t 0.544] [lr 0.000061] [CE 4.071 (3.790)] [KD 2.080 (1.882)] 2024-10-15 09:00:11,121 - Test (net): 100.00% [50/50] [batch_t 0.211 (0.172)] [top1_cnt 40756] [top5_cnt 47787] [top_all 50000] 2024-10-15 09:00:11,122 - net: 81.512 (95.574) 2024-10-15 09:00:20,786 - Test (net_E): 100.00% [50/50] [batch_t 0.471 (0.176)] [top1_cnt 40983] [top5_cnt 47909] [top_all 50000] 2024-10-15 09:00:20,787 - net_E: 81.966 (95.818) 2024-10-15 09:00:20,987 - Max [top1: 81.582 (epoch: 930)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:00:20,988 - ==> Total time: 3 days, 12:22:13 Eta: 5:51:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:00:28,476 - Train: 93.50% [1169700/1251000] [935.0/1000.0] [batch_t 0.251 (0.300)] [data_t 0.008] [optim_t 0.243] [lr 0.000061] [CE 3.718 (3.819)] [KD 1.759 (1.867)] 2024-10-15 09:00:40,809 - Train: 93.51% [1169750/1251000] [935.1/1000.0] [batch_t 0.229 (0.246)] [data_t 0.006] [optim_t 0.223] [lr 0.000061] [CE 3.626 (3.942)] [KD 1.943 (1.948)] 2024-10-15 09:00:53,361 - Train: 93.51% [1169800/1251000] [935.1/1000.0] [batch_t 0.241 (0.251)] [data_t 0.008] [optim_t 0.233] [lr 0.000061] [CE 3.917 (3.785)] [KD 2.077 (1.873)] 2024-10-15 09:01:05,705 - Train: 93.51% [1169850/1251000] [935.1/1000.0] [batch_t 0.251 (0.247)] [data_t 0.006] [optim_t 0.245] [lr 0.000061] [CE 4.416 (3.843)] [KD 2.351 (1.889)] 2024-10-15 09:01:18,216 - Train: 93.52% [1169900/1251000] [935.2/1000.0] [batch_t 0.238 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.000061] [CE 4.008 (3.822)] [KD 1.902 (1.890)] 2024-10-15 09:01:30,508 - Train: 93.52% [1169950/1251000] [935.2/1000.0] [batch_t 0.256 (0.246)] [data_t 0.006] [optim_t 0.250] [lr 0.000061] [CE 3.985 (3.921)] [KD 1.987 (1.930)] 2024-10-15 09:01:42,605 - Train: 93.53% [1170000/1251000] [935.3/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000061] [CE 3.651 (3.814)] [KD 1.793 (1.880)] 2024-10-15 09:01:54,838 - Train: 93.53% [1170050/1251000] [935.3/1000.0] [batch_t 0.224 (0.244)] [data_t 0.007] [optim_t 0.217] [lr 0.000061] [CE 3.761 (3.843)] [KD 1.845 (1.889)] 2024-10-15 09:02:06,781 - Train: 93.53% [1170100/1251000] [935.3/1000.0] [batch_t 0.222 (0.239)] [data_t 0.006] [optim_t 0.216] [lr 0.000061] [CE 3.660 (3.854)] [KD 1.810 (1.890)] 2024-10-15 09:02:19,678 - Train: 93.54% [1170150/1251000] [935.4/1000.0] [batch_t 0.225 (0.258)] [data_t 0.010] [optim_t 0.215] [lr 0.000061] [CE 4.221 (3.868)] [KD 2.096 (1.941)] 2024-10-15 09:02:31,759 - Train: 93.54% [1170200/1251000] [935.4/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.000060] [CE 3.631 (3.852)] [KD 1.721 (1.903)] 2024-10-15 09:02:44,026 - Train: 93.55% [1170250/1251000] [935.5/1000.0] [batch_t 0.220 (0.245)] [data_t 0.008] [optim_t 0.212] [lr 0.000060] [CE 3.790 (3.847)] [KD 1.892 (1.912)] 2024-10-15 09:02:55,790 - Train: 93.55% [1170300/1251000] [935.5/1000.0] [batch_t 0.232 (0.235)] [data_t 0.006] [optim_t 0.226] [lr 0.000060] [CE 4.136 (3.886)] [KD 2.142 (1.919)] 2024-10-15 09:03:08,248 - Train: 93.55% [1170350/1251000] [935.5/1000.0] [batch_t 0.246 (0.249)] [data_t 0.007] [optim_t 0.239] [lr 0.000060] [CE 3.837 (3.834)] [KD 1.994 (1.888)] 2024-10-15 09:03:20,297 - Train: 93.56% [1170400/1251000] [935.6/1000.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.000060] [CE 3.975 (3.884)] [KD 1.840 (1.930)] 2024-10-15 09:03:32,829 - Train: 93.56% [1170450/1251000] [935.6/1000.0] [batch_t 0.248 (0.250)] [data_t 0.007] [optim_t 0.241] [lr 0.000060] [CE 3.864 (3.926)] [KD 1.891 (1.935)] 2024-10-15 09:03:45,456 - Train: 93.57% [1170500/1251000] [935.7/1000.0] [batch_t 0.244 (0.252)] [data_t 0.007] [optim_t 0.238] [lr 0.000060] [CE 2.974 (3.921)] [KD 1.461 (1.932)] 2024-10-15 09:03:57,234 - Train: 93.57% [1170550/1251000] [935.7/1000.0] [batch_t 0.237 (0.235)] [data_t 0.010] [optim_t 0.227] [lr 0.000060] [CE 3.975 (3.864)] [KD 2.003 (1.913)] 2024-10-15 09:04:09,315 - Train: 93.57% [1170600/1251000] [935.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.010] [optim_t 0.233] [lr 0.000060] [CE 4.430 (3.852)] [KD 2.167 (1.914)] 2024-10-15 09:04:21,687 - Train: 93.58% [1170650/1251000] [935.8/1000.0] [batch_t 0.239 (0.247)] [data_t 0.007] [optim_t 0.232] [lr 0.000060] [CE 3.084 (3.748)] [KD 1.512 (1.841)] 2024-10-15 09:04:33,769 - Train: 93.58% [1170700/1251000] [935.8/1000.0] [batch_t 0.243 (0.241)] [data_t 0.007] [optim_t 0.236] [lr 0.000060] [CE 4.173 (3.901)] [KD 2.075 (1.949)] 2024-10-15 09:04:46,374 - Train: 93.59% [1170750/1251000] [935.9/1000.0] [batch_t 0.250 (0.252)] [data_t 0.007] [optim_t 0.244] [lr 0.000060] [CE 3.874 (3.901)] [KD 1.910 (1.942)] 2024-10-15 09:04:58,978 - Train: 93.59% [1170800/1251000] [935.9/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000060] [CE 3.937 (3.960)] [KD 1.949 (1.955)] 2024-10-15 09:05:11,099 - Train: 93.59% [1170850/1251000] [935.9/1000.0] [batch_t 0.238 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.000060] [CE 3.719 (3.864)] [KD 1.925 (1.918)] 2024-10-15 09:05:23,168 - Train: 93.60% [1170900/1251000] [936.0/1000.0] [batch_t 0.263 (0.241)] [data_t 0.007] [optim_t 0.256] [lr 0.000060] [CE 3.947 (3.902)] [KD 1.993 (1.953)] 2024-10-15 09:05:41,665 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.182)] [top1_cnt 40790] [top5_cnt 47807] [top_all 50000] 2024-10-15 09:05:41,666 - net: 81.580 (95.614) 2024-10-15 09:05:51,427 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.179)] [top1_cnt 40954] [top5_cnt 47909] [top_all 50000] 2024-10-15 09:05:51,428 - net_E: 81.908 (95.818) 2024-10-15 09:05:51,628 - Max [top1: 81.582 (epoch: 930)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:05:51,629 - ==> Total time: 3 days, 12:27:44 Eta: 5:46:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:05:58,384 - Train: 93.60% [1170950/1251000] [936.0/1000.0] [batch_t 0.234 (0.282)] [data_t 0.009] [optim_t 0.224] [lr 0.000060] [CE 3.942 (3.874)] [KD 1.818 (1.906)] 2024-10-15 09:06:11,231 - Train: 93.61% [1171000/1251000] [936.1/1000.0] [batch_t 0.251 (0.257)] [data_t 0.007] [optim_t 0.244] [lr 0.000060] [CE 4.273 (3.888)] [KD 2.088 (1.922)] 2024-10-15 09:06:23,954 - Train: 93.61% [1171050/1251000] [936.1/1000.0] [batch_t 0.249 (0.254)] [data_t 0.010] [optim_t 0.239] [lr 0.000060] [CE 4.070 (3.808)] [KD 1.867 (1.883)] 2024-10-15 09:06:36,116 - Train: 93.61% [1171100/1251000] [936.1/1000.0] [batch_t 0.228 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.000060] [CE 3.446 (3.868)] [KD 1.742 (1.907)] 2024-10-15 09:06:48,312 - Train: 93.62% [1171150/1251000] [936.2/1000.0] [batch_t 0.245 (0.244)] [data_t 0.010] [optim_t 0.235] [lr 0.000060] [CE 3.819 (3.884)] [KD 1.934 (1.921)] 2024-10-15 09:07:00,432 - Train: 93.62% [1171200/1251000] [936.2/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000060] [CE 3.672 (3.877)] [KD 1.753 (1.923)] 2024-10-15 09:07:13,678 - Train: 93.63% [1171250/1251000] [936.3/1000.0] [batch_t 0.257 (0.265)] [data_t 0.007] [optim_t 0.250] [lr 0.000060] [CE 3.814 (3.869)] [KD 1.929 (1.909)] 2024-10-15 09:07:25,650 - Train: 93.63% [1171300/1251000] [936.3/1000.0] [batch_t 0.231 (0.239)] [data_t 0.010] [optim_t 0.221] [lr 0.000060] [CE 4.478 (3.876)] [KD 2.234 (1.935)] 2024-10-15 09:07:37,596 - Train: 93.63% [1171350/1251000] [936.3/1000.0] [batch_t 0.256 (0.239)] [data_t 0.010] [optim_t 0.246] [lr 0.000060] [CE 4.310 (3.936)] [KD 2.115 (1.937)] 2024-10-15 09:07:49,994 - Train: 93.64% [1171400/1251000] [936.4/1000.0] [batch_t 0.236 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000060] [CE 3.762 (3.911)] [KD 1.766 (1.934)] 2024-10-15 09:08:02,546 - Train: 93.64% [1171450/1251000] [936.4/1000.0] [batch_t 0.246 (0.251)] [data_t 0.011] [optim_t 0.236] [lr 0.000060] [CE 3.878 (3.872)] [KD 1.908 (1.915)] 2024-10-15 09:08:15,135 - Train: 93.65% [1171500/1251000] [936.5/1000.0] [batch_t 0.239 (0.252)] [data_t 0.010] [optim_t 0.229] [lr 0.000059] [CE 4.006 (3.865)] [KD 2.160 (1.904)] 2024-10-15 09:08:27,937 - Train: 93.65% [1171550/1251000] [936.5/1000.0] [batch_t 0.243 (0.256)] [data_t 0.007] [optim_t 0.236] [lr 0.000059] [CE 4.289 (3.895)] [KD 2.174 (1.901)] 2024-10-15 09:08:40,463 - Train: 93.65% [1171600/1251000] [936.5/1000.0] [batch_t 0.242 (0.250)] [data_t 0.008] [optim_t 0.233] [lr 0.000059] [CE 3.657 (3.827)] [KD 1.887 (1.867)] 2024-10-15 09:08:53,160 - Train: 93.66% [1171650/1251000] [936.6/1000.0] [batch_t 0.236 (0.254)] [data_t 0.008] [optim_t 0.228] [lr 0.000059] [CE 3.930 (3.859)] [KD 1.959 (1.903)] 2024-10-15 09:09:05,099 - Train: 93.66% [1171700/1251000] [936.6/1000.0] [batch_t 0.244 (0.239)] [data_t 0.008] [optim_t 0.237] [lr 0.000059] [CE 3.890 (3.869)] [KD 2.061 (1.912)] 2024-10-15 09:09:17,348 - Train: 93.67% [1171750/1251000] [936.7/1000.0] [batch_t 0.219 (0.245)] [data_t 0.007] [optim_t 0.212] [lr 0.000059] [CE 3.821 (3.915)] [KD 1.927 (1.933)] 2024-10-15 09:09:29,996 - Train: 93.67% [1171800/1251000] [936.7/1000.0] [batch_t 0.234 (0.253)] [data_t 0.008] [optim_t 0.226] [lr 0.000059] [CE 3.993 (3.803)] [KD 1.949 (1.875)] 2024-10-15 09:09:42,951 - Train: 93.67% [1171850/1251000] [936.7/1000.0] [batch_t 0.240 (0.259)] [data_t 0.007] [optim_t 0.233] [lr 0.000059] [CE 3.177 (3.869)] [KD 1.543 (1.917)] 2024-10-15 09:09:55,594 - Train: 93.68% [1171900/1251000] [936.8/1000.0] [batch_t 0.228 (0.253)] [data_t 0.009] [optim_t 0.219] [lr 0.000059] [CE 3.791 (3.828)] [KD 1.922 (1.902)] 2024-10-15 09:10:08,003 - Train: 93.68% [1171950/1251000] [936.8/1000.0] [batch_t 0.235 (0.248)] [data_t 0.007] [optim_t 0.228] [lr 0.000059] [CE 4.046 (3.865)] [KD 2.066 (1.926)] 2024-10-15 09:10:20,708 - Train: 93.69% [1172000/1251000] [936.9/1000.0] [batch_t 0.238 (0.254)] [data_t 0.008] [optim_t 0.231] [lr 0.000059] [CE 4.009 (3.848)] [KD 1.946 (1.911)] 2024-10-15 09:10:33,735 - Train: 93.69% [1172050/1251000] [936.9/1000.0] [batch_t 0.243 (0.260)] [data_t 0.008] [optim_t 0.234] [lr 0.000059] [CE 4.072 (3.874)] [KD 2.031 (1.900)] 2024-10-15 09:10:46,593 - Train: 93.69% [1172100/1251000] [936.9/1000.0] [batch_t 0.238 (0.257)] [data_t 0.009] [optim_t 0.229] [lr 0.000059] [CE 3.713 (3.879)] [KD 1.719 (1.909)] 2024-10-15 09:10:58,614 - Train: 93.70% [1172150/1251000] [937.0/1000.0] [batch_t 0.246 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.000059] [CE 4.065 (3.879)] [KD 2.136 (1.910)] 2024-10-15 09:11:16,026 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 40794] [top5_cnt 47825] [top_all 50000] 2024-10-15 09:11:16,027 - net: 81.588 (95.650) 2024-10-15 09:11:25,524 - Test (net_E): 100.00% [50/50] [batch_t 0.520 (0.174)] [top1_cnt 40971] [top5_cnt 47916] [top_all 50000] 2024-10-15 09:11:25,525 - net_E: 81.942 (95.832) 2024-10-15 09:11:25,752 - Max [top1: 81.588 (epoch: 937)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:11:25,752 - ==> Total time: 3 days, 12:33:18 Eta: 5:41:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:11:43,501 - Train: 93.70% [1172200/1251000] [937.0/1000.0] [batch_t 0.227 (0.319)] [data_t 0.006] [optim_t 0.221] [lr 0.000059] [CE 4.106 (3.741)] [KD 1.976 (1.867)] 2024-10-15 09:11:55,371 - Train: 93.71% [1172250/1251000] [937.1/1000.0] [batch_t 0.247 (0.237)] [data_t 0.009] [optim_t 0.238] [lr 0.000059] [CE 4.064 (3.851)] [KD 1.976 (1.886)] 2024-10-15 09:12:07,893 - Train: 93.71% [1172300/1251000] [937.1/1000.0] [batch_t 0.250 (0.250)] [data_t 0.008] [optim_t 0.242] [lr 0.000059] [CE 4.269 (3.832)] [KD 2.169 (1.899)] 2024-10-15 09:12:20,110 - Train: 93.71% [1172350/1251000] [937.1/1000.0] [batch_t 0.222 (0.244)] [data_t 0.011] [optim_t 0.211] [lr 0.000059] [CE 3.944 (3.802)] [KD 1.962 (1.891)] 2024-10-15 09:12:32,574 - Train: 93.72% [1172400/1251000] [937.2/1000.0] [batch_t 0.229 (0.249)] [data_t 0.008] [optim_t 0.221] [lr 0.000059] [CE 4.148 (3.830)] [KD 1.992 (1.888)] 2024-10-15 09:12:44,230 - Train: 93.72% [1172450/1251000] [937.2/1000.0] [batch_t 0.236 (0.233)] [data_t 0.010] [optim_t 0.226] [lr 0.000059] [CE 3.469 (3.814)] [KD 1.759 (1.878)] 2024-10-15 09:12:56,183 - Train: 93.73% [1172500/1251000] [937.3/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000059] [CE 3.212 (3.844)] [KD 1.626 (1.893)] 2024-10-15 09:13:08,179 - Train: 93.73% [1172550/1251000] [937.3/1000.0] [batch_t 0.242 (0.240)] [data_t 0.006] [optim_t 0.235] [lr 0.000059] [CE 3.920 (3.912)] [KD 1.931 (1.924)] 2024-10-15 09:13:20,087 - Train: 93.73% [1172600/1251000] [937.3/1000.0] [batch_t 0.236 (0.238)] [data_t 0.011] [optim_t 0.224] [lr 0.000059] [CE 3.750 (3.893)] [KD 1.865 (1.919)] 2024-10-15 09:13:32,937 - Train: 93.74% [1172650/1251000] [937.4/1000.0] [batch_t 0.233 (0.257)] [data_t 0.007] [optim_t 0.226] [lr 0.000059] [CE 4.282 (3.914)] [KD 2.102 (1.946)] 2024-10-15 09:13:45,246 - Train: 93.74% [1172700/1251000] [937.4/1000.0] [batch_t 0.250 (0.246)] [data_t 0.010] [optim_t 0.240] [lr 0.000059] [CE 4.097 (3.841)] [KD 2.071 (1.880)] 2024-10-15 09:13:57,233 - Train: 93.75% [1172750/1251000] [937.5/1000.0] [batch_t 0.236 (0.240)] [data_t 0.011] [optim_t 0.225] [lr 0.000059] [CE 3.727 (3.875)] [KD 1.817 (1.904)] 2024-10-15 09:14:09,887 - Train: 93.75% [1172800/1251000] [937.5/1000.0] [batch_t 0.226 (0.253)] [data_t 0.010] [optim_t 0.217] [lr 0.000059] [CE 3.226 (3.827)] [KD 1.555 (1.869)] 2024-10-15 09:14:21,939 - Train: 93.75% [1172850/1251000] [937.5/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.000059] [CE 4.064 (3.883)] [KD 2.184 (1.927)] 2024-10-15 09:14:34,222 - Train: 93.76% [1172900/1251000] [937.6/1000.0] [batch_t 0.235 (0.245)] [data_t 0.007] [optim_t 0.228] [lr 0.000058] [CE 4.235 (3.860)] [KD 2.015 (1.888)] 2024-10-15 09:14:47,232 - Train: 93.76% [1172950/1251000] [937.6/1000.0] [batch_t 0.238 (0.260)] [data_t 0.008] [optim_t 0.230] [lr 0.000058] [CE 3.680 (3.914)] [KD 1.763 (1.926)] 2024-10-15 09:14:59,696 - Train: 93.76% [1173000/1251000] [937.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.008] [optim_t 0.228] [lr 0.000058] [CE 3.245 (3.892)] [KD 1.535 (1.910)] 2024-10-15 09:15:11,937 - Train: 93.77% [1173050/1251000] [937.7/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.000058] [CE 4.415 (3.835)] [KD 2.163 (1.887)] 2024-10-15 09:15:24,462 - Train: 93.77% [1173100/1251000] [937.7/1000.0] [batch_t 0.223 (0.250)] [data_t 0.007] [optim_t 0.216] [lr 0.000058] [CE 3.617 (3.923)] [KD 1.834 (1.928)] 2024-10-15 09:15:36,526 - Train: 93.78% [1173150/1251000] [937.8/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.233] [lr 0.000058] [CE 3.897 (3.820)] [KD 1.985 (1.903)] 2024-10-15 09:15:48,758 - Train: 93.78% [1173200/1251000] [937.8/1000.0] [batch_t 0.487 (0.244)] [data_t 0.009] [optim_t 0.478] [lr 0.000058] [CE 3.612 (3.838)] [KD 1.756 (1.913)] 2024-10-15 09:16:00,706 - Train: 93.78% [1173250/1251000] [937.8/1000.0] [batch_t 0.539 (0.239)] [data_t 0.008] [optim_t 0.531] [lr 0.000058] [CE 3.748 (3.850)] [KD 1.779 (1.882)] 2024-10-15 09:16:13,728 - Train: 93.79% [1173300/1251000] [937.9/1000.0] [batch_t 0.238 (0.260)] [data_t 0.011] [optim_t 0.227] [lr 0.000058] [CE 3.571 (3.854)] [KD 1.818 (1.901)] 2024-10-15 09:16:25,512 - Train: 93.79% [1173350/1251000] [937.9/1000.0] [batch_t 0.241 (0.235)] [data_t 0.010] [optim_t 0.231] [lr 0.000058] [CE 3.611 (3.893)] [KD 1.806 (1.925)] 2024-10-15 09:16:37,307 - Train: 93.80% [1173400/1251000] [938.0/1000.0] [batch_t 0.234 (0.236)] [data_t 0.008] [optim_t 0.226] [lr 0.000058] [CE 3.892 (3.866)] [KD 1.991 (1.921)] 2024-10-15 09:16:55,336 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.168)] [top1_cnt 40719] [top5_cnt 47830] [top_all 50000] 2024-10-15 09:16:55,337 - net: 81.438 (95.660) 2024-10-15 09:17:04,670 - Test (net_E): 100.00% [50/50] [batch_t 0.488 (0.170)] [top1_cnt 40966] [top5_cnt 47925] [top_all 50000] 2024-10-15 09:17:04,670 - net_E: 81.932 (95.850) 2024-10-15 09:17:04,890 - Max [top1: 81.588 (epoch: 937)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:17:04,890 - ==> Total time: 3 days, 12:38:57 Eta: 5:35:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:17:12,666 - Train: 93.80% [1173450/1251000] [938.0/1000.0] [batch_t 0.244 (0.300)] [data_t 0.007] [optim_t 0.237] [lr 0.000058] [CE 3.653 (3.995)] [KD 1.748 (1.967)] 2024-10-15 09:17:25,339 - Train: 93.80% [1173500/1251000] [938.0/1000.0] [batch_t 0.254 (0.253)] [data_t 0.008] [optim_t 0.246] [lr 0.000058] [CE 3.009 (3.829)] [KD 1.483 (1.908)] 2024-10-15 09:17:38,138 - Train: 93.81% [1173550/1251000] [938.1/1000.0] [batch_t 0.219 (0.256)] [data_t 0.012] [optim_t 0.207] [lr 0.000058] [CE 4.087 (3.893)] [KD 1.986 (1.922)] 2024-10-15 09:17:50,269 - Train: 93.81% [1173600/1251000] [938.1/1000.0] [batch_t 0.240 (0.242)] [data_t 0.012] [optim_t 0.228] [lr 0.000058] [CE 3.444 (3.820)] [KD 1.748 (1.874)] 2024-10-15 09:18:02,831 - Train: 93.82% [1173650/1251000] [938.2/1000.0] [batch_t 0.253 (0.251)] [data_t 0.008] [optim_t 0.245] [lr 0.000058] [CE 3.692 (3.858)] [KD 1.826 (1.908)] 2024-10-15 09:18:14,872 - Train: 93.82% [1173700/1251000] [938.2/1000.0] [batch_t 0.232 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.000058] [CE 4.231 (3.890)] [KD 2.070 (1.924)] 2024-10-15 09:18:27,557 - Train: 93.82% [1173750/1251000] [938.2/1000.0] [batch_t 0.507 (0.253)] [data_t 0.008] [optim_t 0.499] [lr 0.000058] [CE 3.472 (3.864)] [KD 1.780 (1.897)] 2024-10-15 09:18:40,484 - Train: 93.83% [1173800/1251000] [938.3/1000.0] [batch_t 0.253 (0.258)] [data_t 0.008] [optim_t 0.246] [lr 0.000058] [CE 3.561 (3.947)] [KD 1.714 (1.942)] 2024-10-15 09:18:52,653 - Train: 93.83% [1173850/1251000] [938.3/1000.0] [batch_t 0.249 (0.243)] [data_t 0.010] [optim_t 0.239] [lr 0.000058] [CE 3.950 (3.908)] [KD 2.014 (1.924)] 2024-10-15 09:19:04,801 - Train: 93.84% [1173900/1251000] [938.4/1000.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.000058] [CE 3.877 (3.787)] [KD 1.947 (1.884)] 2024-10-15 09:19:17,615 - Train: 93.84% [1173950/1251000] [938.4/1000.0] [batch_t 0.234 (0.256)] [data_t 0.007] [optim_t 0.227] [lr 0.000058] [CE 3.775 (3.913)] [KD 1.736 (1.928)] 2024-10-15 09:19:29,899 - Train: 93.84% [1174000/1251000] [938.4/1000.0] [batch_t 0.247 (0.246)] [data_t 0.007] [optim_t 0.240] [lr 0.000058] [CE 3.888 (3.877)] [KD 2.006 (1.917)] 2024-10-15 09:19:42,141 - Train: 93.85% [1174050/1251000] [938.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.008] [optim_t 0.229] [lr 0.000058] [CE 3.926 (3.899)] [KD 1.897 (1.918)] 2024-10-15 09:19:54,620 - Train: 93.85% [1174100/1251000] [938.5/1000.0] [batch_t 0.227 (0.249)] [data_t 0.010] [optim_t 0.217] [lr 0.000058] [CE 3.844 (3.923)] [KD 1.943 (1.930)] 2024-10-15 09:20:07,539 - Train: 93.86% [1174150/1251000] [938.6/1000.0] [batch_t 0.245 (0.258)] [data_t 0.008] [optim_t 0.237] [lr 0.000058] [CE 3.914 (3.857)] [KD 1.971 (1.923)] 2024-10-15 09:20:19,625 - Train: 93.86% [1174200/1251000] [938.6/1000.0] [batch_t 0.248 (0.242)] [data_t 0.007] [optim_t 0.240] [lr 0.000058] [CE 3.994 (3.826)] [KD 1.960 (1.878)] 2024-10-15 09:20:32,027 - Train: 93.86% [1174250/1251000] [938.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.000057] [CE 3.738 (3.882)] [KD 1.729 (1.905)] 2024-10-15 09:20:44,229 - Train: 93.87% [1174300/1251000] [938.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.000057] [CE 3.695 (3.803)] [KD 1.849 (1.872)] 2024-10-15 09:20:56,498 - Train: 93.87% [1174350/1251000] [938.7/1000.0] [batch_t 0.229 (0.245)] [data_t 0.010] [optim_t 0.219] [lr 0.000057] [CE 4.221 (3.853)] [KD 2.017 (1.884)] 2024-10-15 09:21:09,114 - Train: 93.88% [1174400/1251000] [938.8/1000.0] [batch_t 0.227 (0.252)] [data_t 0.010] [optim_t 0.217] [lr 0.000057] [CE 3.428 (3.795)] [KD 1.658 (1.869)] 2024-10-15 09:21:21,680 - Train: 93.88% [1174450/1251000] [938.8/1000.0] [batch_t 0.223 (0.251)] [data_t 0.007] [optim_t 0.216] [lr 0.000057] [CE 3.496 (3.846)] [KD 1.731 (1.907)] 2024-10-15 09:21:33,477 - Train: 93.88% [1174500/1251000] [938.8/1000.0] [batch_t 0.236 (0.236)] [data_t 0.010] [optim_t 0.225] [lr 0.000057] [CE 3.694 (3.872)] [KD 1.822 (1.891)] 2024-10-15 09:21:46,101 - Train: 93.89% [1174550/1251000] [938.9/1000.0] [batch_t 0.237 (0.252)] [data_t 0.007] [optim_t 0.230] [lr 0.000057] [CE 3.965 (3.844)] [KD 1.922 (1.889)] 2024-10-15 09:21:58,433 - Train: 93.89% [1174600/1251000] [938.9/1000.0] [batch_t 0.236 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.000057] [CE 4.171 (3.918)] [KD 2.097 (1.942)] 2024-10-15 09:22:10,784 - Train: 93.90% [1174650/1251000] [939.0/1000.0] [batch_t 0.247 (0.247)] [data_t 0.010] [optim_t 0.237] [lr 0.000057] [CE 3.973 (3.851)] [KD 1.919 (1.902)] 2024-10-15 09:22:29,476 - Test (net): 100.00% [50/50] [batch_t 0.044 (0.172)] [top1_cnt 40792] [top5_cnt 47870] [top_all 50000] 2024-10-15 09:22:29,477 - net: 81.584 (95.740) 2024-10-15 09:22:38,495 - Test (net_E): 100.00% [50/50] [batch_t 0.058 (0.164)] [top1_cnt 40986] [top5_cnt 47930] [top_all 50000] 2024-10-15 09:22:38,496 - net_E: 81.972 (95.860) 2024-10-15 09:22:38,746 - Max [top1: 81.588 (epoch: 937)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:22:38,746 - ==> Total time: 3 days, 12:44:31 Eta: 5:30:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:22:45,267 - Train: 93.90% [1174700/1251000] [939.0/1000.0] [batch_t 0.236 (0.294)] [data_t 0.010] [optim_t 0.226] [lr 0.000057] [CE 3.645 (3.820)] [KD 1.745 (1.851)] 2024-10-15 09:22:57,516 - Train: 93.90% [1174750/1251000] [939.0/1000.0] [batch_t 0.213 (0.245)] [data_t 0.009] [optim_t 0.204] [lr 0.000057] [CE 3.876 (3.866)] [KD 1.892 (1.907)] 2024-10-15 09:23:09,659 - Train: 93.91% [1174800/1251000] [939.1/1000.0] [batch_t 0.240 (0.243)] [data_t 0.010] [optim_t 0.230] [lr 0.000057] [CE 3.654 (3.842)] [KD 1.827 (1.889)] 2024-10-15 09:23:21,549 - Train: 93.91% [1174850/1251000] [939.1/1000.0] [batch_t 0.240 (0.238)] [data_t 0.010] [optim_t 0.230] [lr 0.000057] [CE 3.798 (3.889)] [KD 1.838 (1.894)] 2024-10-15 09:23:33,730 - Train: 93.92% [1174900/1251000] [939.2/1000.0] [batch_t 0.482 (0.243)] [data_t 0.007] [optim_t 0.476] [lr 0.000057] [CE 3.726 (3.923)] [KD 1.735 (1.922)] 2024-10-15 09:23:45,727 - Train: 93.92% [1174950/1251000] [939.2/1000.0] [batch_t 0.227 (0.240)] [data_t 0.010] [optim_t 0.217] [lr 0.000057] [CE 4.053 (3.859)] [KD 2.052 (1.893)] 2024-10-15 09:23:57,729 - Train: 93.92% [1175000/1251000] [939.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.010] [optim_t 0.230] [lr 0.000057] [CE 4.377 (3.827)] [KD 2.040 (1.885)] 2024-10-15 09:24:09,817 - Train: 93.93% [1175050/1251000] [939.3/1000.0] [batch_t 0.240 (0.241)] [data_t 0.011] [optim_t 0.229] [lr 0.000057] [CE 4.195 (3.783)] [KD 2.117 (1.849)] 2024-10-15 09:24:22,616 - Train: 93.93% [1175100/1251000] [939.3/1000.0] [batch_t 0.240 (0.256)] [data_t 0.007] [optim_t 0.233] [lr 0.000057] [CE 3.614 (3.887)] [KD 1.798 (1.912)] 2024-10-15 09:24:34,556 - Train: 93.94% [1175150/1251000] [939.4/1000.0] [batch_t 0.226 (0.239)] [data_t 0.010] [optim_t 0.217] [lr 0.000057] [CE 4.033 (3.934)] [KD 1.949 (1.930)] 2024-10-15 09:24:46,859 - Train: 93.94% [1175200/1251000] [939.4/1000.0] [batch_t 0.236 (0.246)] [data_t 0.011] [optim_t 0.226] [lr 0.000057] [CE 3.371 (3.824)] [KD 1.656 (1.894)] 2024-10-15 09:24:58,887 - Train: 93.94% [1175250/1251000] [939.4/1000.0] [batch_t 0.247 (0.240)] [data_t 0.010] [optim_t 0.237] [lr 0.000057] [CE 3.832 (3.868)] [KD 1.933 (1.922)] 2024-10-15 09:25:11,100 - Train: 93.95% [1175300/1251000] [939.5/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.000057] [CE 3.873 (3.897)] [KD 1.904 (1.910)] 2024-10-15 09:25:23,449 - Train: 93.95% [1175350/1251000] [939.5/1000.0] [batch_t 0.234 (0.247)] [data_t 0.008] [optim_t 0.226] [lr 0.000057] [CE 3.500 (3.909)] [KD 1.782 (1.919)] 2024-10-15 09:25:35,672 - Train: 93.96% [1175400/1251000] [939.6/1000.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000057] [CE 3.971 (3.913)] [KD 2.105 (1.939)] 2024-10-15 09:25:47,781 - Train: 93.96% [1175450/1251000] [939.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000057] [CE 3.945 (3.890)] [KD 1.837 (1.917)] 2024-10-15 09:26:00,417 - Train: 93.96% [1175500/1251000] [939.6/1000.0] [batch_t 0.251 (0.253)] [data_t 0.010] [optim_t 0.241] [lr 0.000057] [CE 3.588 (3.817)] [KD 1.747 (1.869)] 2024-10-15 09:26:12,805 - Train: 93.97% [1175550/1251000] [939.7/1000.0] [batch_t 0.250 (0.248)] [data_t 0.010] [optim_t 0.241] [lr 0.000057] [CE 4.138 (3.882)] [KD 1.882 (1.908)] 2024-10-15 09:26:24,947 - Train: 93.97% [1175600/1251000] [939.7/1000.0] [batch_t 0.247 (0.243)] [data_t 0.010] [optim_t 0.237] [lr 0.000057] [CE 3.475 (3.782)] [KD 1.838 (1.857)] 2024-10-15 09:26:37,350 - Train: 93.98% [1175650/1251000] [939.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.000057] [CE 3.486 (3.908)] [KD 1.600 (1.909)] 2024-10-15 09:26:49,489 - Train: 93.98% [1175700/1251000] [939.8/1000.0] [batch_t 0.229 (0.243)] [data_t 0.010] [optim_t 0.218] [lr 0.000056] [CE 3.884 (3.794)] [KD 1.857 (1.852)] 2024-10-15 09:27:01,714 - Train: 93.98% [1175750/1251000] [939.8/1000.0] [batch_t 0.257 (0.244)] [data_t 0.007] [optim_t 0.249] [lr 0.000056] [CE 3.646 (3.877)] [KD 1.753 (1.902)] 2024-10-15 09:27:14,472 - Train: 93.99% [1175800/1251000] [939.9/1000.0] [batch_t 0.241 (0.255)] [data_t 0.008] [optim_t 0.233] [lr 0.000056] [CE 3.586 (3.845)] [KD 1.781 (1.883)] 2024-10-15 09:27:26,648 - Train: 93.99% [1175850/1251000] [939.9/1000.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000056] [CE 3.302 (3.808)] [KD 1.638 (1.878)] 2024-10-15 09:27:39,073 - Train: 94.00% [1175900/1251000] [940.0/1000.0] [batch_t 0.263 (0.248)] [data_t 0.009] [optim_t 0.253] [lr 0.000056] [CE 4.388 (3.831)] [KD 2.108 (1.878)] 2024-10-15 09:27:58,067 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.168)] [top1_cnt 40779] [top5_cnt 47834] [top_all 50000] 2024-10-15 09:27:58,067 - net: 81.558 (95.668) 2024-10-15 09:28:07,908 - Test (net_E): 100.00% [50/50] [batch_t 0.099 (0.180)] [top1_cnt 40977] [top5_cnt 47934] [top_all 50000] 2024-10-15 09:28:07,908 - net_E: 81.954 (95.868) 2024-10-15 09:28:08,148 - Max [top1: 81.588 (epoch: 937)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:28:08,149 - ==> Total time: 3 days, 12:50:00 Eta: 5:24:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:28:14,368 - Train: 94.00% [1175950/1251000] [940.0/1000.0] [batch_t 0.253 (0.320)] [data_t 0.008] [optim_t 0.245] [lr 0.000056] [CE 3.673 (3.977)] [KD 1.769 (1.990)] 2024-10-15 09:28:26,622 - Train: 94.00% [1176000/1251000] [940.0/1000.0] [batch_t 0.228 (0.245)] [data_t 0.009] [optim_t 0.219] [lr 0.000056] [CE 3.742 (3.839)] [KD 1.769 (1.882)] 2024-10-15 09:28:39,187 - Train: 94.01% [1176050/1251000] [940.1/1000.0] [batch_t 0.254 (0.251)] [data_t 0.008] [optim_t 0.246] [lr 0.000056] [CE 3.103 (3.915)] [KD 1.595 (1.933)] 2024-10-15 09:28:51,131 - Train: 94.01% [1176100/1251000] [940.1/1000.0] [batch_t 0.238 (0.239)] [data_t 0.010] [optim_t 0.228] [lr 0.000056] [CE 4.219 (3.878)] [KD 1.974 (1.885)] 2024-10-15 09:29:03,401 - Train: 94.02% [1176150/1251000] [940.2/1000.0] [batch_t 0.223 (0.245)] [data_t 0.008] [optim_t 0.215] [lr 0.000056] [CE 3.652 (3.900)] [KD 1.793 (1.928)] 2024-10-15 09:29:15,745 - Train: 94.02% [1176200/1251000] [940.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.007] [optim_t 0.232] [lr 0.000056] [CE 4.442 (3.859)] [KD 2.044 (1.906)] 2024-10-15 09:29:28,155 - Train: 94.02% [1176250/1251000] [940.2/1000.0] [batch_t 0.238 (0.248)] [data_t 0.008] [optim_t 0.231] [lr 0.000056] [CE 3.846 (3.956)] [KD 1.712 (1.951)] 2024-10-15 09:29:40,566 - Train: 94.03% [1176300/1251000] [940.3/1000.0] [batch_t 0.241 (0.248)] [data_t 0.007] [optim_t 0.234] [lr 0.000056] [CE 3.834 (3.866)] [KD 1.917 (1.907)] 2024-10-15 09:29:53,119 - Train: 94.03% [1176350/1251000] [940.3/1000.0] [batch_t 0.236 (0.251)] [data_t 0.007] [optim_t 0.230] [lr 0.000056] [CE 3.495 (3.781)] [KD 1.740 (1.864)] 2024-10-15 09:30:05,050 - Train: 94.04% [1176400/1251000] [940.4/1000.0] [batch_t 0.243 (0.238)] [data_t 0.008] [optim_t 0.235] [lr 0.000056] [CE 3.388 (3.834)] [KD 1.696 (1.893)] 2024-10-15 09:30:17,695 - Train: 94.04% [1176450/1251000] [940.4/1000.0] [batch_t 0.254 (0.253)] [data_t 0.009] [optim_t 0.246] [lr 0.000056] [CE 3.313 (3.914)] [KD 1.606 (1.932)] 2024-10-15 09:30:30,146 - Train: 94.04% [1176500/1251000] [940.4/1000.0] [batch_t 0.235 (0.249)] [data_t 0.007] [optim_t 0.228] [lr 0.000056] [CE 3.764 (3.915)] [KD 1.831 (1.937)] 2024-10-15 09:30:42,024 - Train: 94.05% [1176550/1251000] [940.5/1000.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000056] [CE 3.414 (3.828)] [KD 1.661 (1.879)] 2024-10-15 09:30:54,576 - Train: 94.05% [1176600/1251000] [940.5/1000.0] [batch_t 0.247 (0.251)] [data_t 0.007] [optim_t 0.240] [lr 0.000056] [CE 3.946 (3.911)] [KD 1.763 (1.923)] 2024-10-15 09:31:07,352 - Train: 94.06% [1176650/1251000] [940.6/1000.0] [batch_t 0.234 (0.255)] [data_t 0.010] [optim_t 0.225] [lr 0.000056] [CE 3.853 (3.942)] [KD 1.987 (1.959)] 2024-10-15 09:31:19,572 - Train: 94.06% [1176700/1251000] [940.6/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.000056] [CE 4.171 (3.810)] [KD 2.075 (1.861)] 2024-10-15 09:31:32,101 - Train: 94.06% [1176750/1251000] [940.6/1000.0] [batch_t 0.247 (0.250)] [data_t 0.009] [optim_t 0.237] [lr 0.000056] [CE 3.619 (3.794)] [KD 1.728 (1.856)] 2024-10-15 09:31:44,566 - Train: 94.07% [1176800/1251000] [940.7/1000.0] [batch_t 0.228 (0.249)] [data_t 0.007] [optim_t 0.221] [lr 0.000056] [CE 3.840 (3.829)] [KD 1.823 (1.893)] 2024-10-15 09:31:56,675 - Train: 94.07% [1176850/1251000] [940.7/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.234] [lr 0.000056] [CE 4.021 (3.832)] [KD 1.906 (1.890)] 2024-10-15 09:32:09,141 - Train: 94.08% [1176900/1251000] [940.8/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.000056] [CE 3.750 (3.848)] [KD 1.847 (1.884)] 2024-10-15 09:32:21,510 - Train: 94.08% [1176950/1251000] [940.8/1000.0] [batch_t 0.239 (0.247)] [data_t 0.008] [optim_t 0.231] [lr 0.000056] [CE 3.199 (3.845)] [KD 1.442 (1.886)] 2024-10-15 09:32:34,076 - Train: 94.08% [1177000/1251000] [940.8/1000.0] [batch_t 0.266 (0.251)] [data_t 0.007] [optim_t 0.259] [lr 0.000056] [CE 3.961 (3.803)] [KD 1.967 (1.856)] 2024-10-15 09:32:47,098 - Train: 94.09% [1177050/1251000] [940.9/1000.0] [batch_t 0.243 (0.260)] [data_t 0.009] [optim_t 0.234] [lr 0.000056] [CE 3.493 (3.851)] [KD 1.862 (1.885)] 2024-10-15 09:32:59,700 - Train: 94.09% [1177100/1251000] [940.9/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000055] [CE 4.024 (3.765)] [KD 1.918 (1.853)] 2024-10-15 09:33:11,965 - Train: 94.10% [1177150/1251000] [941.0/1000.0] [batch_t 0.242 (0.245)] [data_t 0.008] [optim_t 0.234] [lr 0.000055] [CE 4.018 (3.896)] [KD 1.937 (1.918)] 2024-10-15 09:33:31,380 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.180)] [top1_cnt 40723] [top5_cnt 47831] [top_all 50000] 2024-10-15 09:33:31,381 - net: 81.446 (95.662) 2024-10-15 09:33:40,436 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 40981] [top5_cnt 47939] [top_all 50000] 2024-10-15 09:33:40,436 - net_E: 81.962 (95.878) 2024-10-15 09:33:40,644 - Max [top1: 81.588 (epoch: 937)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:33:40,645 - ==> Total time: 3 days, 12:55:33 Eta: 5:19:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:33:46,638 - Train: 94.10% [1177200/1251000] [941.0/1000.0] [batch_t 0.241 (0.304)] [data_t 0.010] [optim_t 0.231] [lr 0.000055] [CE 3.648 (3.797)] [KD 1.726 (1.839)] 2024-10-15 09:33:59,418 - Train: 94.10% [1177250/1251000] [941.0/1000.0] [batch_t 0.229 (0.255)] [data_t 0.007] [optim_t 0.222] [lr 0.000055] [CE 3.700 (3.913)] [KD 1.944 (1.926)] 2024-10-15 09:34:12,038 - Train: 94.11% [1177300/1251000] [941.1/1000.0] [batch_t 0.513 (0.252)] [data_t 0.007] [optim_t 0.506] [lr 0.000055] [CE 4.164 (3.861)] [KD 2.063 (1.909)] 2024-10-15 09:34:24,234 - Train: 94.11% [1177350/1251000] [941.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.232] [lr 0.000055] [CE 3.521 (3.896)] [KD 1.717 (1.914)] 2024-10-15 09:34:36,113 - Train: 94.12% [1177400/1251000] [941.2/1000.0] [batch_t 0.242 (0.237)] [data_t 0.010] [optim_t 0.232] [lr 0.000055] [CE 3.893 (3.888)] [KD 2.044 (1.902)] 2024-10-15 09:34:48,516 - Train: 94.12% [1177450/1251000] [941.2/1000.0] [batch_t 0.241 (0.248)] [data_t 0.010] [optim_t 0.231] [lr 0.000055] [CE 3.269 (3.816)] [KD 1.570 (1.857)] 2024-10-15 09:35:00,647 - Train: 94.12% [1177500/1251000] [941.2/1000.0] [batch_t 0.232 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000055] [CE 3.768 (3.847)] [KD 1.954 (1.907)] 2024-10-15 09:35:12,962 - Train: 94.13% [1177550/1251000] [941.3/1000.0] [batch_t 0.224 (0.246)] [data_t 0.006] [optim_t 0.218] [lr 0.000055] [CE 3.559 (3.865)] [KD 1.776 (1.901)] 2024-10-15 09:35:24,967 - Train: 94.13% [1177600/1251000] [941.3/1000.0] [batch_t 0.230 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.000055] [CE 4.061 (3.815)] [KD 2.034 (1.876)] 2024-10-15 09:35:37,235 - Train: 94.14% [1177650/1251000] [941.4/1000.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000055] [CE 3.790 (3.825)] [KD 1.859 (1.885)] 2024-10-15 09:35:49,513 - Train: 94.14% [1177700/1251000] [941.4/1000.0] [batch_t 0.259 (0.245)] [data_t 0.007] [optim_t 0.253] [lr 0.000055] [CE 3.884 (3.944)] [KD 2.104 (1.936)] 2024-10-15 09:36:01,825 - Train: 94.14% [1177750/1251000] [941.4/1000.0] [batch_t 0.251 (0.246)] [data_t 0.007] [optim_t 0.244] [lr 0.000055] [CE 3.649 (3.875)] [KD 1.746 (1.911)] 2024-10-15 09:36:14,092 - Train: 94.15% [1177800/1251000] [941.5/1000.0] [batch_t 0.269 (0.245)] [data_t 0.010] [optim_t 0.259] [lr 0.000055] [CE 3.755 (3.873)] [KD 1.830 (1.910)] 2024-10-15 09:36:26,379 - Train: 94.15% [1177850/1251000] [941.5/1000.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.218] [lr 0.000055] [CE 3.815 (3.918)] [KD 1.775 (1.919)] 2024-10-15 09:36:39,337 - Train: 94.16% [1177900/1251000] [941.6/1000.0] [batch_t 0.482 (0.259)] [data_t 0.008] [optim_t 0.473] [lr 0.000055] [CE 3.651 (3.831)] [KD 1.723 (1.874)] 2024-10-15 09:36:51,693 - Train: 94.16% [1177950/1251000] [941.6/1000.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.000055] [CE 3.995 (3.840)] [KD 1.993 (1.883)] 2024-10-15 09:37:03,466 - Train: 94.16% [1178000/1251000] [941.6/1000.0] [batch_t 0.247 (0.235)] [data_t 0.007] [optim_t 0.240] [lr 0.000055] [CE 3.811 (3.892)] [KD 1.966 (1.908)] 2024-10-15 09:37:16,125 - Train: 94.17% [1178050/1251000] [941.7/1000.0] [batch_t 0.242 (0.253)] [data_t 0.010] [optim_t 0.233] [lr 0.000055] [CE 4.408 (3.857)] [KD 2.010 (1.876)] 2024-10-15 09:37:28,430 - Train: 94.17% [1178100/1251000] [941.7/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.000055] [CE 3.921 (3.890)] [KD 1.824 (1.919)] 2024-10-15 09:37:40,581 - Train: 94.18% [1178150/1251000] [941.8/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000055] [CE 3.366 (3.818)] [KD 1.593 (1.879)] 2024-10-15 09:37:52,928 - Train: 94.18% [1178200/1251000] [941.8/1000.0] [batch_t 0.227 (0.247)] [data_t 0.010] [optim_t 0.217] [lr 0.000055] [CE 4.178 (3.829)] [KD 2.034 (1.891)] 2024-10-15 09:38:05,577 - Train: 94.18% [1178250/1251000] [941.8/1000.0] [batch_t 0.223 (0.253)] [data_t 0.007] [optim_t 0.216] [lr 0.000055] [CE 3.954 (3.936)] [KD 2.043 (1.942)] 2024-10-15 09:38:17,682 - Train: 94.19% [1178300/1251000] [941.9/1000.0] [batch_t 0.227 (0.242)] [data_t 0.010] [optim_t 0.216] [lr 0.000055] [CE 4.257 (3.837)] [KD 2.136 (1.882)] 2024-10-15 09:38:29,897 - Train: 94.19% [1178350/1251000] [941.9/1000.0] [batch_t 0.245 (0.244)] [data_t 0.007] [optim_t 0.238] [lr 0.000055] [CE 3.833 (3.781)] [KD 1.810 (1.857)] 2024-10-15 09:38:41,898 - Train: 94.20% [1178400/1251000] [942.0/1000.0] [batch_t 0.218 (0.240)] [data_t 0.009] [optim_t 0.209] [lr 0.000055] [CE 4.186 (3.829)] [KD 1.927 (1.885)] 2024-10-15 09:39:02,129 - Test (net): 100.00% [50/50] [batch_t 0.169 (0.197)] [top1_cnt 40743] [top5_cnt 47866] [top_all 50000] 2024-10-15 09:39:02,129 - net: 81.486 (95.732) 2024-10-15 09:39:12,101 - Test (net_E): 100.00% [50/50] [batch_t 0.313 (0.182)] [top1_cnt 40954] [top5_cnt 47942] [top_all 50000] 2024-10-15 09:39:12,102 - net_E: 81.908 (95.884) 2024-10-15 09:39:12,341 - Max [top1: 81.588 (epoch: 937)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:39:12,341 - ==> Total time: 3 days, 13:01:05 Eta: 5:14:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:39:18,566 - Train: 94.20% [1178450/1251000] [942.0/1000.0] [batch_t 0.237 (0.351)] [data_t 0.010] [optim_t 0.227] [lr 0.000055] [CE 3.771 (3.943)] [KD 1.904 (1.870)] 2024-10-15 09:39:30,999 - Train: 94.20% [1178500/1251000] [942.0/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000055] [CE 4.243 (3.947)] [KD 1.958 (1.931)] 2024-10-15 09:39:43,551 - Train: 94.21% [1178550/1251000] [942.1/1000.0] [batch_t 0.237 (0.251)] [data_t 0.010] [optim_t 0.228] [lr 0.000055] [CE 3.727 (3.794)] [KD 1.721 (1.866)] 2024-10-15 09:39:55,968 - Train: 94.21% [1178600/1251000] [942.1/1000.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.221] [lr 0.000054] [CE 3.608 (3.828)] [KD 1.674 (1.875)] 2024-10-15 09:40:08,234 - Train: 94.22% [1178650/1251000] [942.2/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.000054] [CE 3.778 (3.948)] [KD 1.878 (1.928)] 2024-10-15 09:40:20,289 - Train: 94.22% [1178700/1251000] [942.2/1000.0] [batch_t 0.234 (0.241)] [data_t 0.008] [optim_t 0.226] [lr 0.000054] [CE 3.872 (3.813)] [KD 1.814 (1.864)] 2024-10-15 09:40:32,323 - Train: 94.22% [1178750/1251000] [942.2/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000054] [CE 3.676 (3.923)] [KD 1.700 (1.917)] 2024-10-15 09:40:44,653 - Train: 94.23% [1178800/1251000] [942.3/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.000054] [CE 3.623 (3.932)] [KD 1.858 (1.939)] 2024-10-15 09:40:56,825 - Train: 94.23% [1178850/1251000] [942.3/1000.0] [batch_t 0.238 (0.243)] [data_t 0.008] [optim_t 0.230] [lr 0.000054] [CE 4.254 (3.900)] [KD 2.054 (1.908)] 2024-10-15 09:41:09,427 - Train: 94.24% [1178900/1251000] [942.4/1000.0] [batch_t 0.238 (0.252)] [data_t 0.007] [optim_t 0.231] [lr 0.000054] [CE 3.833 (3.923)] [KD 1.863 (1.939)] 2024-10-15 09:41:22,243 - Train: 94.24% [1178950/1251000] [942.4/1000.0] [batch_t 0.233 (0.256)] [data_t 0.009] [optim_t 0.224] [lr 0.000054] [CE 3.873 (3.862)] [KD 1.932 (1.903)] 2024-10-15 09:41:34,262 - Train: 94.24% [1179000/1251000] [942.4/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.225] [lr 0.000054] [CE 3.633 (3.826)] [KD 1.862 (1.862)] 2024-10-15 09:41:46,407 - Train: 94.25% [1179050/1251000] [942.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.000054] [CE 4.114 (3.918)] [KD 1.829 (1.925)] 2024-10-15 09:41:59,036 - Train: 94.25% [1179100/1251000] [942.5/1000.0] [batch_t 0.245 (0.252)] [data_t 0.006] [optim_t 0.239] [lr 0.000054] [CE 4.179 (3.905)] [KD 2.011 (1.923)] 2024-10-15 09:42:11,438 - Train: 94.26% [1179150/1251000] [942.6/1000.0] [batch_t 0.236 (0.248)] [data_t 0.007] [optim_t 0.229] [lr 0.000054] [CE 3.837 (3.910)] [KD 1.891 (1.918)] 2024-10-15 09:42:23,733 - Train: 94.26% [1179200/1251000] [942.6/1000.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.000054] [CE 4.183 (3.927)] [KD 2.130 (1.928)] 2024-10-15 09:42:36,562 - Train: 94.26% [1179250/1251000] [942.6/1000.0] [batch_t 0.237 (0.256)] [data_t 0.010] [optim_t 0.227] [lr 0.000054] [CE 3.263 (3.851)] [KD 1.597 (1.879)] 2024-10-15 09:42:48,598 - Train: 94.27% [1179300/1251000] [942.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.006] [optim_t 0.233] [lr 0.000054] [CE 3.736 (3.848)] [KD 1.819 (1.865)] 2024-10-15 09:43:00,669 - Train: 94.27% [1179350/1251000] [942.7/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.000054] [CE 3.494 (3.840)] [KD 1.664 (1.854)] 2024-10-15 09:43:13,150 - Train: 94.28% [1179400/1251000] [942.8/1000.0] [batch_t 0.243 (0.249)] [data_t 0.006] [optim_t 0.236] [lr 0.000054] [CE 3.788 (3.825)] [KD 1.830 (1.879)] 2024-10-15 09:43:25,124 - Train: 94.28% [1179450/1251000] [942.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000054] [CE 3.650 (3.872)] [KD 1.731 (1.899)] 2024-10-15 09:43:37,604 - Train: 94.28% [1179500/1251000] [942.8/1000.0] [batch_t 0.244 (0.249)] [data_t 0.009] [optim_t 0.235] [lr 0.000054] [CE 4.241 (3.848)] [KD 2.012 (1.893)] 2024-10-15 09:43:50,849 - Train: 94.29% [1179550/1251000] [942.9/1000.0] [batch_t 0.217 (0.265)] [data_t 0.006] [optim_t 0.211] [lr 0.000054] [CE 3.836 (3.904)] [KD 1.702 (1.890)] 2024-10-15 09:44:02,847 - Train: 94.29% [1179600/1251000] [942.9/1000.0] [batch_t 0.243 (0.240)] [data_t 0.007] [optim_t 0.236] [lr 0.000054] [CE 3.742 (3.856)] [KD 1.881 (1.889)] 2024-10-15 09:44:15,197 - Train: 94.30% [1179650/1251000] [943.0/1000.0] [batch_t 0.240 (0.247)] [data_t 0.008] [optim_t 0.232] [lr 0.000054] [CE 3.435 (3.873)] [KD 1.672 (1.895)] 2024-10-15 09:44:34,557 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 40770] [top5_cnt 47860] [top_all 50000] 2024-10-15 09:44:34,557 - net: 81.540 (95.720) 2024-10-15 09:44:44,485 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.183)] [top1_cnt 40957] [top5_cnt 47939] [top_all 50000] 2024-10-15 09:44:44,486 - net_E: 81.914 (95.878) 2024-10-15 09:44:44,728 - Max [top1: 81.588 (epoch: 937)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:44:44,729 - ==> Total time: 3 days, 13:06:37 Eta: 5:08:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:44:50,276 - Train: 94.30% [1179700/1251000] [943.0/1000.0] [batch_t 0.242 (0.323)] [data_t 0.010] [optim_t 0.232] [lr 0.000054] [CE 3.911 (3.932)] [KD 1.985 (1.975)] 2024-10-15 09:45:02,472 - Train: 94.30% [1179750/1251000] [943.0/1000.0] [batch_t 0.249 (0.244)] [data_t 0.008] [optim_t 0.241] [lr 0.000054] [CE 3.950 (3.868)] [KD 1.786 (1.891)] 2024-10-15 09:45:14,903 - Train: 94.31% [1179800/1251000] [943.1/1000.0] [batch_t 0.507 (0.248)] [data_t 0.010] [optim_t 0.497] [lr 0.000054] [CE 4.008 (3.877)] [KD 2.015 (1.887)] 2024-10-15 09:45:27,165 - Train: 94.31% [1179850/1251000] [943.1/1000.0] [batch_t 0.238 (0.245)] [data_t 0.007] [optim_t 0.231] [lr 0.000054] [CE 4.002 (3.790)] [KD 1.944 (1.868)] 2024-10-15 09:45:39,661 - Train: 94.32% [1179900/1251000] [943.2/1000.0] [batch_t 0.251 (0.250)] [data_t 0.008] [optim_t 0.243] [lr 0.000054] [CE 3.916 (3.829)] [KD 1.875 (1.873)] 2024-10-15 09:45:51,734 - Train: 94.32% [1179950/1251000] [943.2/1000.0] [batch_t 0.241 (0.241)] [data_t 0.010] [optim_t 0.231] [lr 0.000054] [CE 3.991 (3.898)] [KD 1.907 (1.913)] 2024-10-15 09:46:04,098 - Train: 94.32% [1180000/1251000] [943.2/1000.0] [batch_t 0.242 (0.247)] [data_t 0.007] [optim_t 0.235] [lr 0.000054] [CE 4.178 (3.913)] [KD 2.014 (1.914)] 2024-10-15 09:46:16,498 - Train: 94.33% [1180050/1251000] [943.3/1000.0] [batch_t 0.229 (0.248)] [data_t 0.010] [optim_t 0.219] [lr 0.000054] [CE 3.914 (3.843)] [KD 1.968 (1.873)] 2024-10-15 09:46:28,996 - Train: 94.33% [1180100/1251000] [943.3/1000.0] [batch_t 0.254 (0.250)] [data_t 0.010] [optim_t 0.244] [lr 0.000053] [CE 4.022 (3.910)] [KD 1.929 (1.903)] 2024-10-15 09:46:41,169 - Train: 94.34% [1180150/1251000] [943.4/1000.0] [batch_t 0.246 (0.243)] [data_t 0.011] [optim_t 0.236] [lr 0.000053] [CE 4.008 (3.906)] [KD 1.957 (1.921)] 2024-10-15 09:46:53,466 - Train: 94.34% [1180200/1251000] [943.4/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.222] [lr 0.000053] [CE 3.371 (3.803)] [KD 1.649 (1.868)] 2024-10-15 09:47:05,794 - Train: 94.34% [1180250/1251000] [943.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.000053] [CE 3.821 (3.915)] [KD 1.877 (1.933)] 2024-10-15 09:47:18,501 - Train: 94.35% [1180300/1251000] [943.5/1000.0] [batch_t 0.242 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.000053] [CE 3.993 (3.850)] [KD 1.943 (1.870)] 2024-10-15 09:47:30,503 - Train: 94.35% [1180350/1251000] [943.5/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.000053] [CE 4.020 (3.894)] [KD 2.027 (1.908)] 2024-10-15 09:47:43,229 - Train: 94.36% [1180400/1251000] [943.6/1000.0] [batch_t 0.240 (0.254)] [data_t 0.008] [optim_t 0.232] [lr 0.000053] [CE 3.718 (3.803)] [KD 1.762 (1.843)] 2024-10-15 09:47:55,672 - Train: 94.36% [1180450/1251000] [943.6/1000.0] [batch_t 0.228 (0.249)] [data_t 0.007] [optim_t 0.221] [lr 0.000053] [CE 3.857 (3.882)] [KD 1.852 (1.902)] 2024-10-15 09:48:08,207 - Train: 94.36% [1180500/1251000] [943.6/1000.0] [batch_t 0.250 (0.250)] [data_t 0.010] [optim_t 0.241] [lr 0.000053] [CE 3.558 (3.815)] [KD 1.763 (1.879)] 2024-10-15 09:48:20,331 - Train: 94.37% [1180550/1251000] [943.7/1000.0] [batch_t 0.246 (0.242)] [data_t 0.010] [optim_t 0.236] [lr 0.000053] [CE 4.000 (3.844)] [KD 2.024 (1.889)] 2024-10-15 09:48:32,819 - Train: 94.37% [1180600/1251000] [943.7/1000.0] [batch_t 0.240 (0.250)] [data_t 0.008] [optim_t 0.232] [lr 0.000053] [CE 3.816 (3.844)] [KD 1.957 (1.892)] 2024-10-15 09:48:45,235 - Train: 94.38% [1180650/1251000] [943.8/1000.0] [batch_t 0.251 (0.248)] [data_t 0.006] [optim_t 0.245] [lr 0.000053] [CE 3.997 (3.841)] [KD 1.903 (1.875)] 2024-10-15 09:48:58,303 - Train: 94.38% [1180700/1251000] [943.8/1000.0] [batch_t 0.249 (0.261)] [data_t 0.011] [optim_t 0.238] [lr 0.000053] [CE 3.965 (3.834)] [KD 2.019 (1.871)] 2024-10-15 09:49:11,019 - Train: 94.38% [1180750/1251000] [943.8/1000.0] [batch_t 0.247 (0.254)] [data_t 0.010] [optim_t 0.237] [lr 0.000053] [CE 3.819 (3.862)] [KD 2.033 (1.909)] 2024-10-15 09:49:23,190 - Train: 94.39% [1180800/1251000] [943.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000053] [CE 3.875 (3.850)] [KD 2.046 (1.897)] 2024-10-15 09:49:35,471 - Train: 94.39% [1180850/1251000] [943.9/1000.0] [batch_t 0.271 (0.245)] [data_t 0.008] [optim_t 0.263] [lr 0.000053] [CE 3.944 (3.877)] [KD 1.951 (1.903)] 2024-10-15 09:49:48,841 - Train: 94.40% [1180900/1251000] [944.0/1000.0] [batch_t 0.249 (0.267)] [data_t 0.010] [optim_t 0.239] [lr 0.000053] [CE 3.743 (3.883)] [KD 1.949 (1.886)] 2024-10-15 09:50:09,355 - Test (net): 100.00% [50/50] [batch_t 0.066 (0.193)] [top1_cnt 40827] [top5_cnt 47844] [top_all 50000] 2024-10-15 09:50:09,356 - net: 81.654 (95.688) 2024-10-15 09:50:18,653 - Test (net_E): 100.00% [50/50] [batch_t 0.071 (0.168)] [top1_cnt 40973] [top5_cnt 47940] [top_all 50000] 2024-10-15 09:50:18,654 - net_E: 81.946 (95.880) 2024-10-15 09:50:18,884 - Max [top1: 81.654 (epoch: 944)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:50:18,885 - ==> Total time: 3 days, 13:12:11 Eta: 5:03:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:50:33,984 - Train: 94.40% [1180950/1251000] [944.0/1000.0] [batch_t 0.231 (0.361)] [data_t 0.010] [optim_t 0.221] [lr 0.000053] [CE 3.081 (3.671)] [KD 1.473 (1.776)] 2024-10-15 09:50:46,416 - Train: 94.40% [1181000/1251000] [944.0/1000.0] [batch_t 0.253 (0.248)] [data_t 0.008] [optim_t 0.245] [lr 0.000053] [CE 3.848 (3.862)] [KD 1.896 (1.878)] 2024-10-15 09:50:59,232 - Train: 94.41% [1181050/1251000] [944.1/1000.0] [batch_t 0.228 (0.256)] [data_t 0.006] [optim_t 0.222] [lr 0.000053] [CE 4.334 (3.808)] [KD 2.186 (1.859)] 2024-10-15 09:51:11,447 - Train: 94.41% [1181100/1251000] [944.1/1000.0] [batch_t 0.238 (0.244)] [data_t 0.008] [optim_t 0.230] [lr 0.000053] [CE 4.007 (3.875)] [KD 1.879 (1.899)] 2024-10-15 09:51:23,626 - Train: 94.42% [1181150/1251000] [944.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000053] [CE 4.434 (3.904)] [KD 2.109 (1.927)] 2024-10-15 09:51:36,308 - Train: 94.42% [1181200/1251000] [944.2/1000.0] [batch_t 0.232 (0.253)] [data_t 0.010] [optim_t 0.222] [lr 0.000053] [CE 3.775 (3.886)] [KD 1.887 (1.895)] 2024-10-15 09:51:48,712 - Train: 94.42% [1181250/1251000] [944.2/1000.0] [batch_t 0.249 (0.248)] [data_t 0.011] [optim_t 0.238] [lr 0.000053] [CE 3.980 (3.889)] [KD 2.073 (1.896)] 2024-10-15 09:52:00,943 - Train: 94.43% [1181300/1251000] [944.3/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.000053] [CE 3.791 (3.880)] [KD 1.882 (1.912)] 2024-10-15 09:52:13,665 - Train: 94.43% [1181350/1251000] [944.3/1000.0] [batch_t 0.232 (0.254)] [data_t 0.010] [optim_t 0.223] [lr 0.000053] [CE 3.644 (3.845)] [KD 1.761 (1.878)] 2024-10-15 09:52:25,980 - Train: 94.44% [1181400/1251000] [944.4/1000.0] [batch_t 0.233 (0.246)] [data_t 0.010] [optim_t 0.223] [lr 0.000053] [CE 3.935 (3.906)] [KD 1.934 (1.916)] 2024-10-15 09:52:38,493 - Train: 94.44% [1181450/1251000] [944.4/1000.0] [batch_t 0.252 (0.250)] [data_t 0.008] [optim_t 0.244] [lr 0.000053] [CE 3.678 (3.830)] [KD 1.996 (1.889)] 2024-10-15 09:52:51,523 - Train: 94.44% [1181500/1251000] [944.4/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.000053] [CE 4.135 (3.850)] [KD 2.000 (1.896)] 2024-10-15 09:53:04,021 - Train: 94.45% [1181550/1251000] [944.5/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.231] [lr 0.000053] [CE 3.652 (3.775)] [KD 1.904 (1.840)] 2024-10-15 09:53:16,391 - Train: 94.45% [1181600/1251000] [944.5/1000.0] [batch_t 0.244 (0.247)] [data_t 0.008] [optim_t 0.236] [lr 0.000052] [CE 3.620 (3.812)] [KD 1.864 (1.845)] 2024-10-15 09:53:29,208 - Train: 94.46% [1181650/1251000] [944.6/1000.0] [batch_t 0.224 (0.256)] [data_t 0.007] [optim_t 0.217] [lr 0.000052] [CE 3.649 (3.899)] [KD 1.757 (1.916)] 2024-10-15 09:53:41,713 - Train: 94.46% [1181700/1251000] [944.6/1000.0] [batch_t 0.233 (0.250)] [data_t 0.009] [optim_t 0.224] [lr 0.000052] [CE 4.105 (3.823)] [KD 2.023 (1.874)] 2024-10-15 09:53:53,978 - Train: 94.46% [1181750/1251000] [944.6/1000.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.000052] [CE 3.759 (3.782)] [KD 1.876 (1.857)] 2024-10-15 09:54:06,840 - Train: 94.47% [1181800/1251000] [944.7/1000.0] [batch_t 0.240 (0.257)] [data_t 0.007] [optim_t 0.234] [lr 0.000052] [CE 3.703 (3.882)] [KD 1.740 (1.894)] 2024-10-15 09:54:19,440 - Train: 94.47% [1181850/1251000] [944.7/1000.0] [batch_t 0.248 (0.252)] [data_t 0.008] [optim_t 0.240] [lr 0.000052] [CE 3.754 (3.832)] [KD 1.902 (1.878)] 2024-10-15 09:54:32,048 - Train: 94.48% [1181900/1251000] [944.8/1000.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.000052] [CE 3.799 (3.759)] [KD 1.845 (1.840)] 2024-10-15 09:54:44,590 - Train: 94.48% [1181950/1251000] [944.8/1000.0] [batch_t 0.232 (0.251)] [data_t 0.008] [optim_t 0.224] [lr 0.000052] [CE 3.580 (3.928)] [KD 1.824 (1.925)] 2024-10-15 09:54:57,137 - Train: 94.48% [1182000/1251000] [944.8/1000.0] [batch_t 0.246 (0.251)] [data_t 0.006] [optim_t 0.240] [lr 0.000052] [CE 3.707 (3.891)] [KD 1.779 (1.891)] 2024-10-15 09:55:09,347 - Train: 94.49% [1182050/1251000] [944.9/1000.0] [batch_t 0.232 (0.244)] [data_t 0.011] [optim_t 0.221] [lr 0.000052] [CE 4.083 (3.829)] [KD 1.918 (1.866)] 2024-10-15 09:55:22,042 - Train: 94.49% [1182100/1251000] [944.9/1000.0] [batch_t 0.231 (0.254)] [data_t 0.008] [optim_t 0.223] [lr 0.000052] [CE 3.804 (3.821)] [KD 1.919 (1.868)] 2024-10-15 09:55:34,648 - Train: 94.50% [1182150/1251000] [945.0/1000.0] [batch_t 0.240 (0.252)] [data_t 0.008] [optim_t 0.232] [lr 0.000052] [CE 3.811 (3.903)] [KD 1.859 (1.918)] 2024-10-15 09:55:55,243 - Test (net): 100.00% [50/50] [batch_t 0.045 (0.182)] [top1_cnt 40826] [top5_cnt 47833] [top_all 50000] 2024-10-15 09:55:55,244 - net: 81.652 (95.666) 2024-10-15 09:56:05,336 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.184)] [top1_cnt 40984] [top5_cnt 47930] [top_all 50000] 2024-10-15 09:56:05,337 - net_E: 81.968 (95.860) 2024-10-15 09:56:05,583 - Max [top1: 81.654 (epoch: 944)] [top1-ema: 81.988 (epoch: 928)] 2024-10-15 09:56:05,584 - ==> Total time: 3 days, 13:17:58 Eta: 4:57:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 09:56:19,739 - Train: 94.50% [1182200/1251000] [945.0/1000.0] [batch_t 0.218 (0.368)] [data_t 0.006] [optim_t 0.212] [lr 0.000052] [CE 3.797 (3.896)] [KD 1.860 (1.915)] 2024-10-15 09:56:31,708 - Train: 94.50% [1182250/1251000] [945.0/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.000052] [CE 4.142 (3.927)] [KD 2.113 (1.946)] 2024-10-15 09:56:44,394 - Train: 94.51% [1182300/1251000] [945.1/1000.0] [batch_t 0.240 (0.254)] [data_t 0.007] [optim_t 0.233] [lr 0.000052] [CE 3.858 (3.847)] [KD 2.013 (1.880)] 2024-10-15 09:56:56,816 - Train: 94.51% [1182350/1251000] [945.1/1000.0] [batch_t 0.226 (0.248)] [data_t 0.007] [optim_t 0.219] [lr 0.000052] [CE 3.879 (3.781)] [KD 1.991 (1.842)] 2024-10-15 09:57:09,044 - Train: 94.52% [1182400/1251000] [945.2/1000.0] [batch_t 0.240 (0.244)] [data_t 0.010] [optim_t 0.230] [lr 0.000052] [CE 3.787 (3.847)] [KD 1.879 (1.889)] 2024-10-15 09:57:21,458 - Train: 94.52% [1182450/1251000] [945.2/1000.0] [batch_t 0.247 (0.248)] [data_t 0.010] [optim_t 0.237] [lr 0.000052] [CE 3.913 (3.850)] [KD 1.825 (1.902)] 2024-10-15 09:57:33,316 - Train: 94.52% [1182500/1251000] [945.2/1000.0] [batch_t 0.233 (0.237)] [data_t 0.007] [optim_t 0.226] [lr 0.000052] [CE 3.568 (3.845)] [KD 1.781 (1.867)] 2024-10-15 09:57:45,439 - Train: 94.53% [1182550/1251000] [945.3/1000.0] [batch_t 0.245 (0.242)] [data_t 0.007] [optim_t 0.238] [lr 0.000052] [CE 3.837 (3.856)] [KD 1.806 (1.855)] 2024-10-15 09:57:58,251 - Train: 94.53% [1182600/1251000] [945.3/1000.0] [batch_t 0.231 (0.256)] [data_t 0.009] [optim_t 0.222] [lr 0.000052] [CE 3.840 (3.937)] [KD 1.797 (1.919)] 2024-10-15 09:58:10,466 - Train: 94.54% [1182650/1251000] [945.4/1000.0] [batch_t 0.230 (0.244)] [data_t 0.010] [optim_t 0.220] [lr 0.000052] [CE 4.328 (3.864)] [KD 2.270 (1.917)] 2024-10-15 09:58:22,696 - Train: 94.54% [1182700/1251000] [945.4/1000.0] [batch_t 0.250 (0.244)] [data_t 0.011] [optim_t 0.239] [lr 0.000052] [CE 3.935 (3.829)] [KD 2.007 (1.878)] 2024-10-15 09:58:35,162 - Train: 94.54% [1182750/1251000] [945.4/1000.0] [batch_t 0.233 (0.249)] [data_t 0.011] [optim_t 0.222] [lr 0.000052] [CE 4.006 (3.853)] [KD 1.867 (1.875)] 2024-10-15 09:58:47,247 - Train: 94.55% [1182800/1251000] [945.5/1000.0] [batch_t 0.234 (0.242)] [data_t 0.007] [optim_t 0.227] [lr 0.000052] [CE 4.193 (3.876)] [KD 1.996 (1.878)] 2024-10-15 09:58:59,201 - Train: 94.55% [1182850/1251000] [945.5/1000.0] [batch_t 0.251 (0.239)] [data_t 0.009] [optim_t 0.242] [lr 0.000052] [CE 4.483 (3.821)] [KD 2.107 (1.864)] 2024-10-15 09:59:11,742 - Train: 94.56% [1182900/1251000] [945.6/1000.0] [batch_t 0.250 (0.251)] [data_t 0.007] [optim_t 0.243] [lr 0.000052] [CE 3.722 (3.829)] [KD 1.696 (1.871)] 2024-10-15 09:59:23,842 - Train: 94.56% [1182950/1251000] [945.6/1000.0] [batch_t 0.233 (0.242)] [data_t 0.007] [optim_t 0.226] [lr 0.000052] [CE 3.904 (3.816)] [KD 1.923 (1.853)] 2024-10-15 09:59:36,704 - Train: 94.56% [1183000/1251000] [945.6/1000.0] [batch_t 0.244 (0.257)] [data_t 0.010] [optim_t 0.234] [lr 0.000052] [CE 3.530 (3.826)] [KD 1.657 (1.865)] 2024-10-15 09:59:49,481 - Train: 94.57% [1183050/1251000] [945.7/1000.0] [batch_t 0.238 (0.255)] [data_t 0.008] [optim_t 0.230] [lr 0.000052] [CE 3.573 (3.853)] [KD 1.810 (1.903)] 2024-10-15 10:00:01,632 - Train: 94.57% [1183100/1251000] [945.7/1000.0] [batch_t 0.263 (0.243)] [data_t 0.008] [optim_t 0.256] [lr 0.000052] [CE 3.693 (3.862)] [KD 1.878 (1.903)] 2024-10-15 10:00:14,006 - Train: 94.58% [1183150/1251000] [945.8/1000.0] [batch_t 0.250 (0.247)] [data_t 0.008] [optim_t 0.242] [lr 0.000052] [CE 3.567 (3.897)] [KD 1.662 (1.890)] 2024-10-15 10:00:26,954 - Train: 94.58% [1183200/1251000] [945.8/1000.0] [batch_t 0.237 (0.259)] [data_t 0.009] [optim_t 0.228] [lr 0.000051] [CE 3.752 (3.903)] [KD 1.863 (1.915)] 2024-10-15 10:00:39,205 - Train: 94.58% [1183250/1251000] [945.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.010] [optim_t 0.223] [lr 0.000051] [CE 3.801 (3.895)] [KD 1.937 (1.901)] 2024-10-15 10:00:51,580 - Train: 94.59% [1183300/1251000] [945.9/1000.0] [batch_t 0.232 (0.247)] [data_t 0.007] [optim_t 0.225] [lr 0.000051] [CE 3.872 (3.822)] [KD 1.807 (1.870)] 2024-10-15 10:01:04,013 - Train: 94.59% [1183350/1251000] [945.9/1000.0] [batch_t 0.237 (0.248)] [data_t 0.010] [optim_t 0.227] [lr 0.000051] [CE 3.805 (3.805)] [KD 1.688 (1.854)] 2024-10-15 10:01:16,349 - Train: 94.60% [1183400/1251000] [946.0/1000.0] [batch_t 0.238 (0.247)] [data_t 0.011] [optim_t 0.227] [lr 0.000051] [CE 3.727 (3.924)] [KD 1.982 (1.935)] 2024-10-15 10:01:36,044 - Test (net): 100.00% [50/50] [batch_t 0.240 (0.167)] [top1_cnt 40801] [top5_cnt 47835] [top_all 50000] 2024-10-15 10:01:36,044 - net: 81.602 (95.670) 2024-10-15 10:01:45,598 - Test (net_E): 100.00% [50/50] [batch_t 0.474 (0.173)] [top1_cnt 41016] [top5_cnt 47932] [top_all 50000] 2024-10-15 10:01:45,599 - net_E: 82.032 (95.864) 2024-10-15 10:01:45,801 - Max [top1: 81.654 (epoch: 944)] [top1-ema: 82.032 (epoch: 946)] 2024-10-15 10:01:45,802 - ==> Total time: 3 days, 13:23:38 Eta: 4:52:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:02:00,066 - Train: 94.60% [1183450/1251000] [946.0/1000.0] [batch_t 0.226 (0.458)] [data_t 0.010] [optim_t 0.216] [lr 0.000051] [CE 3.821 (3.920)] [KD 1.897 (1.916)] 2024-10-15 10:02:12,355 - Train: 94.60% [1183500/1251000] [946.0/1000.0] [batch_t 0.224 (0.246)] [data_t 0.009] [optim_t 0.215] [lr 0.000051] [CE 3.965 (3.888)] [KD 2.014 (1.903)] 2024-10-15 10:02:25,051 - Train: 94.61% [1183550/1251000] [946.1/1000.0] [batch_t 0.474 (0.254)] [data_t 0.007] [optim_t 0.468] [lr 0.000051] [CE 4.026 (3.850)] [KD 1.908 (1.869)] 2024-10-15 10:02:37,551 - Train: 94.61% [1183600/1251000] [946.1/1000.0] [batch_t 0.506 (0.250)] [data_t 0.009] [optim_t 0.497] [lr 0.000051] [CE 3.800 (3.894)] [KD 1.798 (1.901)] 2024-10-15 10:02:49,420 - Train: 94.62% [1183650/1251000] [946.2/1000.0] [batch_t 0.232 (0.237)] [data_t 0.006] [optim_t 0.226] [lr 0.000051] [CE 3.959 (3.889)] [KD 1.940 (1.887)] 2024-10-15 10:03:01,292 - Train: 94.62% [1183700/1251000] [946.2/1000.0] [batch_t 0.240 (0.237)] [data_t 0.007] [optim_t 0.233] [lr 0.000051] [CE 4.730 (3.920)] [KD 2.332 (1.917)] 2024-10-15 10:03:13,624 - Train: 94.62% [1183750/1251000] [946.2/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.000051] [CE 3.515 (3.875)] [KD 1.710 (1.875)] 2024-10-15 10:03:26,169 - Train: 94.63% [1183800/1251000] [946.3/1000.0] [batch_t 0.250 (0.251)] [data_t 0.007] [optim_t 0.243] [lr 0.000051] [CE 3.845 (3.791)] [KD 1.891 (1.846)] 2024-10-15 10:03:38,340 - Train: 94.63% [1183850/1251000] [946.3/1000.0] [batch_t 0.225 (0.243)] [data_t 0.010] [optim_t 0.215] [lr 0.000051] [CE 4.493 (3.941)] [KD 2.235 (1.934)] 2024-10-15 10:03:51,054 - Train: 94.64% [1183900/1251000] [946.4/1000.0] [batch_t 0.241 (0.254)] [data_t 0.011] [optim_t 0.231] [lr 0.000051] [CE 3.753 (3.769)] [KD 1.768 (1.843)] 2024-10-15 10:04:03,237 - Train: 94.64% [1183950/1251000] [946.4/1000.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.000051] [CE 3.976 (3.798)] [KD 1.772 (1.848)] 2024-10-15 10:04:15,353 - Train: 94.64% [1184000/1251000] [946.4/1000.0] [batch_t 0.247 (0.242)] [data_t 0.010] [optim_t 0.237] [lr 0.000051] [CE 3.609 (3.816)] [KD 1.673 (1.859)] 2024-10-15 10:04:27,551 - Train: 94.65% [1184050/1251000] [946.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.010] [optim_t 0.227] [lr 0.000051] [CE 4.513 (3.863)] [KD 2.257 (1.897)] 2024-10-15 10:04:40,050 - Train: 94.65% [1184100/1251000] [946.5/1000.0] [batch_t 0.446 (0.250)] [data_t 0.010] [optim_t 0.435] [lr 0.000051] [CE 3.989 (3.797)] [KD 1.883 (1.852)] 2024-10-15 10:04:52,049 - Train: 94.66% [1184150/1251000] [946.6/1000.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.000051] [CE 4.333 (3.883)] [KD 2.191 (1.887)] 2024-10-15 10:05:04,514 - Train: 94.66% [1184200/1251000] [946.6/1000.0] [batch_t 0.250 (0.249)] [data_t 0.010] [optim_t 0.241] [lr 0.000051] [CE 3.933 (3.899)] [KD 2.074 (1.909)] 2024-10-15 10:05:16,729 - Train: 94.66% [1184250/1251000] [946.6/1000.0] [batch_t 0.253 (0.244)] [data_t 0.007] [optim_t 0.246] [lr 0.000051] [CE 3.687 (3.868)] [KD 1.727 (1.892)] 2024-10-15 10:05:28,774 - Train: 94.67% [1184300/1251000] [946.7/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.000051] [CE 4.314 (3.963)] [KD 2.050 (1.941)] 2024-10-15 10:05:41,025 - Train: 94.67% [1184350/1251000] [946.7/1000.0] [batch_t 0.243 (0.245)] [data_t 0.011] [optim_t 0.232] [lr 0.000051] [CE 3.801 (3.797)] [KD 1.732 (1.844)] 2024-10-15 10:05:53,560 - Train: 94.68% [1184400/1251000] [946.8/1000.0] [batch_t 0.240 (0.251)] [data_t 0.008] [optim_t 0.233] [lr 0.000051] [CE 3.840 (3.835)] [KD 1.881 (1.887)] 2024-10-15 10:06:05,470 - Train: 94.68% [1184450/1251000] [946.8/1000.0] [batch_t 0.233 (0.238)] [data_t 0.010] [optim_t 0.222] [lr 0.000051] [CE 3.712 (3.884)] [KD 1.779 (1.901)] 2024-10-15 10:06:18,188 - Train: 94.68% [1184500/1251000] [946.8/1000.0] [batch_t 0.244 (0.254)] [data_t 0.007] [optim_t 0.236] [lr 0.000051] [CE 3.809 (3.825)] [KD 1.944 (1.863)] 2024-10-15 10:06:30,856 - Train: 94.69% [1184550/1251000] [946.9/1000.0] [batch_t 0.235 (0.253)] [data_t 0.007] [optim_t 0.228] [lr 0.000051] [CE 4.279 (3.880)] [KD 2.158 (1.894)] 2024-10-15 10:06:42,957 - Train: 94.69% [1184600/1251000] [946.9/1000.0] [batch_t 0.247 (0.242)] [data_t 0.007] [optim_t 0.240] [lr 0.000051] [CE 3.859 (3.869)] [KD 1.825 (1.899)] 2024-10-15 10:06:55,170 - Train: 94.70% [1184650/1251000] [947.0/1000.0] [batch_t 0.232 (0.244)] [data_t 0.006] [optim_t 0.226] [lr 0.000051] [CE 3.804 (3.806)] [KD 1.746 (1.845)] 2024-10-15 10:07:16,207 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.172)] [top1_cnt 40835] [top5_cnt 47834] [top_all 50000] 2024-10-15 10:07:16,208 - net: 81.670 (95.668) 2024-10-15 10:07:25,024 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.160)] [top1_cnt 41013] [top5_cnt 47923] [top_all 50000] 2024-10-15 10:07:25,024 - net_E: 82.026 (95.846) 2024-10-15 10:07:25,252 - Max [top1: 81.670 (epoch: 947)] [top1-ema: 82.032 (epoch: 946)] 2024-10-15 10:07:25,253 - ==> Total time: 3 days, 13:29:18 Eta: 4:47:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:07:38,631 - Train: 94.70% [1184700/1251000] [947.0/1000.0] [batch_t 0.226 (0.453)] [data_t 0.008] [optim_t 0.218] [lr 0.000051] [CE 3.889 (4.010)] [KD 1.987 (1.969)] 2024-10-15 10:07:51,065 - Train: 94.70% [1184750/1251000] [947.0/1000.0] [batch_t 0.236 (0.248)] [data_t 0.010] [optim_t 0.227] [lr 0.000051] [CE 3.773 (3.852)] [KD 1.946 (1.871)] 2024-10-15 10:08:03,210 - Train: 94.71% [1184800/1251000] [947.1/1000.0] [batch_t 0.225 (0.243)] [data_t 0.010] [optim_t 0.215] [lr 0.000050] [CE 3.839 (3.833)] [KD 1.741 (1.863)] 2024-10-15 10:08:15,491 - Train: 94.71% [1184850/1251000] [947.1/1000.0] [batch_t 0.265 (0.245)] [data_t 0.010] [optim_t 0.255] [lr 0.000050] [CE 3.993 (3.941)] [KD 1.963 (1.927)] 2024-10-15 10:08:28,403 - Train: 94.72% [1184900/1251000] [947.2/1000.0] [batch_t 0.239 (0.258)] [data_t 0.008] [optim_t 0.231] [lr 0.000050] [CE 3.757 (3.833)] [KD 1.898 (1.873)] 2024-10-15 10:08:40,927 - Train: 94.72% [1184950/1251000] [947.2/1000.0] [batch_t 0.459 (0.250)] [data_t 0.009] [optim_t 0.450] [lr 0.000050] [CE 4.354 (3.903)] [KD 2.075 (1.894)] 2024-10-15 10:08:52,951 - Train: 94.72% [1185000/1251000] [947.2/1000.0] [batch_t 0.236 (0.240)] [data_t 0.007] [optim_t 0.229] [lr 0.000050] [CE 4.225 (3.808)] [KD 2.010 (1.867)] 2024-10-15 10:09:05,481 - Train: 94.73% [1185050/1251000] [947.3/1000.0] [batch_t 0.251 (0.250)] [data_t 0.010] [optim_t 0.241] [lr 0.000050] [CE 3.798 (3.865)] [KD 1.990 (1.872)] 2024-10-15 10:09:17,959 - Train: 94.73% [1185100/1251000] [947.3/1000.0] [batch_t 0.225 (0.249)] [data_t 0.007] [optim_t 0.218] [lr 0.000050] [CE 3.881 (3.878)] [KD 2.070 (1.878)] 2024-10-15 10:09:30,287 - Train: 94.74% [1185150/1251000] [947.4/1000.0] [batch_t 0.220 (0.246)] [data_t 0.007] [optim_t 0.213] [lr 0.000050] [CE 4.329 (3.899)] [KD 2.090 (1.911)] 2024-10-15 10:09:42,575 - Train: 94.74% [1185200/1251000] [947.4/1000.0] [batch_t 0.250 (0.246)] [data_t 0.007] [optim_t 0.242] [lr 0.000050] [CE 4.052 (3.840)] [KD 1.946 (1.865)] 2024-10-15 10:09:54,965 - Train: 94.74% [1185250/1251000] [947.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000050] [CE 4.137 (3.873)] [KD 2.000 (1.876)] 2024-10-15 10:10:07,493 - Train: 94.75% [1185300/1251000] [947.5/1000.0] [batch_t 0.246 (0.250)] [data_t 0.009] [optim_t 0.237] [lr 0.000050] [CE 3.818 (3.842)] [KD 1.878 (1.886)] 2024-10-15 10:10:20,333 - Train: 94.75% [1185350/1251000] [947.5/1000.0] [batch_t 0.225 (0.257)] [data_t 0.007] [optim_t 0.218] [lr 0.000050] [CE 3.519 (3.848)] [KD 1.797 (1.873)] 2024-10-15 10:10:32,246 - Train: 94.76% [1185400/1251000] [947.6/1000.0] [batch_t 0.240 (0.238)] [data_t 0.010] [optim_t 0.230] [lr 0.000050] [CE 3.597 (3.828)] [KD 1.722 (1.861)] 2024-10-15 10:10:44,731 - Train: 94.76% [1185450/1251000] [947.6/1000.0] [batch_t 0.239 (0.249)] [data_t 0.010] [optim_t 0.229] [lr 0.000050] [CE 4.613 (3.869)] [KD 2.250 (1.890)] 2024-10-15 10:10:57,521 - Train: 94.76% [1185500/1251000] [947.6/1000.0] [batch_t 0.252 (0.256)] [data_t 0.008] [optim_t 0.244] [lr 0.000050] [CE 4.000 (3.806)] [KD 1.929 (1.865)] 2024-10-15 10:11:09,718 - Train: 94.77% [1185550/1251000] [947.7/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.000050] [CE 3.340 (3.865)] [KD 1.613 (1.886)] 2024-10-15 10:11:21,868 - Train: 94.77% [1185600/1251000] [947.7/1000.0] [batch_t 0.222 (0.243)] [data_t 0.007] [optim_t 0.215] [lr 0.000050] [CE 4.129 (3.890)] [KD 2.000 (1.897)] 2024-10-15 10:11:34,493 - Train: 94.78% [1185650/1251000] [947.8/1000.0] [batch_t 0.504 (0.252)] [data_t 0.009] [optim_t 0.494] [lr 0.000050] [CE 3.785 (3.875)] [KD 1.790 (1.881)] 2024-10-15 10:11:47,052 - Train: 94.78% [1185700/1251000] [947.8/1000.0] [batch_t 0.231 (0.251)] [data_t 0.008] [optim_t 0.223] [lr 0.000050] [CE 3.944 (3.843)] [KD 2.034 (1.862)] 2024-10-15 10:11:59,279 - Train: 94.78% [1185750/1251000] [947.8/1000.0] [batch_t 0.230 (0.244)] [data_t 0.007] [optim_t 0.223] [lr 0.000050] [CE 3.654 (3.907)] [KD 1.725 (1.899)] 2024-10-15 10:12:11,267 - Train: 94.79% [1185800/1251000] [947.9/1000.0] [batch_t 0.247 (0.240)] [data_t 0.007] [optim_t 0.240] [lr 0.000050] [CE 3.927 (3.881)] [KD 1.915 (1.891)] 2024-10-15 10:12:23,728 - Train: 94.79% [1185850/1251000] [947.9/1000.0] [batch_t 0.248 (0.249)] [data_t 0.011] [optim_t 0.237] [lr 0.000050] [CE 3.873 (3.828)] [KD 1.778 (1.863)] 2024-10-15 10:12:36,525 - Train: 94.80% [1185900/1251000] [948.0/1000.0] [batch_t 0.233 (0.256)] [data_t 0.010] [optim_t 0.223] [lr 0.000050] [CE 3.956 (3.878)] [KD 1.818 (1.905)] 2024-10-15 10:12:57,212 - Test (net): 100.00% [50/50] [batch_t 0.534 (0.177)] [top1_cnt 40859] [top5_cnt 47850] [top_all 50000] 2024-10-15 10:12:57,213 - net: 81.718 (95.700) 2024-10-15 10:13:06,861 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.177)] [top1_cnt 41021] [top5_cnt 47920] [top_all 50000] 2024-10-15 10:13:06,861 - net_E: 82.042 (95.840) 2024-10-15 10:13:07,058 - Max [top1: 81.718 (epoch: 948)] [top1-ema: 82.042 (epoch: 948)] 2024-10-15 10:13:07,058 - ==> Total time: 3 days, 13:34:59 Eta: 4:41:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:13:26,576 - Train: 94.80% [1185950/1251000] [948.0/1000.0] [batch_t 0.210 (0.541)] [data_t 0.008] [optim_t 0.201] [lr 0.000050] [CE 4.160 (3.867)] [KD 2.009 (1.864)] 2024-10-15 10:13:39,345 - Train: 94.80% [1186000/1251000] [948.0/1000.0] [batch_t 0.239 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.000050] [CE 3.620 (3.859)] [KD 1.791 (1.888)] 2024-10-15 10:13:51,571 - Train: 94.81% [1186050/1251000] [948.1/1000.0] [batch_t 0.224 (0.244)] [data_t 0.007] [optim_t 0.216] [lr 0.000050] [CE 3.810 (3.955)] [KD 2.001 (1.934)] 2024-10-15 10:14:04,277 - Train: 94.81% [1186100/1251000] [948.1/1000.0] [batch_t 0.240 (0.254)] [data_t 0.011] [optim_t 0.229] [lr 0.000050] [CE 3.794 (3.873)] [KD 1.798 (1.893)] 2024-10-15 10:14:16,886 - Train: 94.82% [1186150/1251000] [948.2/1000.0] [batch_t 0.241 (0.252)] [data_t 0.007] [optim_t 0.234] [lr 0.000050] [CE 3.881 (3.890)] [KD 1.852 (1.903)] 2024-10-15 10:14:29,387 - Train: 94.82% [1186200/1251000] [948.2/1000.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.000050] [CE 4.185 (3.854)] [KD 2.000 (1.879)] 2024-10-15 10:14:41,386 - Train: 94.82% [1186250/1251000] [948.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.007] [optim_t 0.226] [lr 0.000050] [CE 3.956 (3.795)] [KD 2.036 (1.857)] 2024-10-15 10:14:53,853 - Train: 94.83% [1186300/1251000] [948.3/1000.0] [batch_t 0.232 (0.249)] [data_t 0.008] [optim_t 0.224] [lr 0.000050] [CE 3.617 (3.840)] [KD 1.721 (1.882)] 2024-10-15 10:15:06,117 - Train: 94.83% [1186350/1251000] [948.3/1000.0] [batch_t 0.228 (0.245)] [data_t 0.010] [optim_t 0.218] [lr 0.000050] [CE 4.336 (3.816)] [KD 2.171 (1.856)] 2024-10-15 10:15:18,703 - Train: 94.84% [1186400/1251000] [948.4/1000.0] [batch_t 0.235 (0.252)] [data_t 0.008] [optim_t 0.227] [lr 0.000049] [CE 4.073 (3.909)] [KD 1.972 (1.921)] 2024-10-15 10:15:31,032 - Train: 94.84% [1186450/1251000] [948.4/1000.0] [batch_t 0.244 (0.246)] [data_t 0.010] [optim_t 0.234] [lr 0.000049] [CE 4.126 (3.875)] [KD 2.043 (1.880)] 2024-10-15 10:15:43,519 - Train: 94.84% [1186500/1251000] [948.4/1000.0] [batch_t 0.254 (0.250)] [data_t 0.008] [optim_t 0.247] [lr 0.000049] [CE 4.284 (3.901)] [KD 2.156 (1.908)] 2024-10-15 10:15:55,916 - Train: 94.85% [1186550/1251000] [948.5/1000.0] [batch_t 0.435 (0.248)] [data_t 0.006] [optim_t 0.428] [lr 0.000049] [CE 3.462 (3.778)] [KD 1.594 (1.854)] 2024-10-15 10:16:08,940 - Train: 94.85% [1186600/1251000] [948.5/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.226] [lr 0.000049] [CE 4.152 (3.879)] [KD 1.933 (1.918)] 2024-10-15 10:16:20,962 - Train: 94.86% [1186650/1251000] [948.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.000049] [CE 3.697 (3.863)] [KD 1.881 (1.887)] 2024-10-15 10:16:33,763 - Train: 94.86% [1186700/1251000] [948.6/1000.0] [batch_t 0.501 (0.256)] [data_t 0.010] [optim_t 0.491] [lr 0.000049] [CE 4.053 (3.905)] [KD 1.996 (1.908)] 2024-10-15 10:16:46,246 - Train: 94.86% [1186750/1251000] [948.6/1000.0] [batch_t 0.242 (0.249)] [data_t 0.008] [optim_t 0.235] [lr 0.000049] [CE 3.316 (3.892)] [KD 1.678 (1.899)] 2024-10-15 10:16:58,877 - Train: 94.87% [1186800/1251000] [948.7/1000.0] [batch_t 0.234 (0.252)] [data_t 0.008] [optim_t 0.227] [lr 0.000049] [CE 3.932 (3.839)] [KD 2.006 (1.873)] 2024-10-15 10:17:11,227 - Train: 94.87% [1186850/1251000] [948.7/1000.0] [batch_t 0.247 (0.247)] [data_t 0.006] [optim_t 0.240] [lr 0.000049] [CE 3.829 (3.924)] [KD 1.978 (1.930)] 2024-10-15 10:17:24,066 - Train: 94.88% [1186900/1251000] [948.8/1000.0] [batch_t 0.236 (0.257)] [data_t 0.007] [optim_t 0.229] [lr 0.000049] [CE 3.446 (3.747)] [KD 1.639 (1.824)] 2024-10-15 10:17:36,112 - Train: 94.88% [1186950/1251000] [948.8/1000.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.000049] [CE 4.689 (3.873)] [KD 2.186 (1.878)] 2024-10-15 10:17:49,241 - Train: 94.88% [1187000/1251000] [948.8/1000.0] [batch_t 0.227 (0.262)] [data_t 0.011] [optim_t 0.216] [lr 0.000049] [CE 3.599 (3.858)] [KD 1.877 (1.877)] 2024-10-15 10:18:01,923 - Train: 94.89% [1187050/1251000] [948.9/1000.0] [batch_t 0.254 (0.253)] [data_t 0.008] [optim_t 0.246] [lr 0.000049] [CE 3.854 (3.866)] [KD 1.882 (1.885)] 2024-10-15 10:18:14,155 - Train: 94.89% [1187100/1251000] [948.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.010] [optim_t 0.228] [lr 0.000049] [CE 4.281 (3.844)] [KD 2.151 (1.881)] 2024-10-15 10:18:26,500 - Train: 94.90% [1187150/1251000] [949.0/1000.0] [batch_t 0.239 (0.247)] [data_t 0.008] [optim_t 0.230] [lr 0.000049] [CE 3.847 (3.827)] [KD 1.976 (1.870)] 2024-10-15 10:18:48,253 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.178)] [top1_cnt 40824] [top5_cnt 47856] [top_all 50000] 2024-10-15 10:18:48,254 - net: 81.648 (95.712) 2024-10-15 10:18:57,419 - Test (net_E): 100.00% [50/50] [batch_t 0.346 (0.167)] [top1_cnt 41052] [top5_cnt 47917] [top_all 50000] 2024-10-15 10:18:57,419 - net_E: 82.104 (95.834) 2024-10-15 10:18:57,613 - Max [top1: 81.718 (epoch: 948)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 10:18:57,614 - ==> Total time: 3 days, 13:40:50 Eta: 4:36:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:19:13,419 - Train: 94.90% [1187200/1251000] [949.0/1000.0] [batch_t 0.796 (0.796)] [data_t 0.482] [optim_t 0.315] [lr 0.000049] [CE 3.686 (3.686)] [KD 1.696 (1.696)] 2024-10-15 10:19:25,435 - Train: 94.90% [1187250/1251000] [949.0/1000.0] [batch_t 0.247 (0.240)] [data_t 0.008] [optim_t 0.238] [lr 0.000049] [CE 3.822 (3.835)] [KD 1.614 (1.861)] 2024-10-15 10:19:37,974 - Train: 94.91% [1187300/1251000] [949.1/1000.0] [batch_t 0.451 (0.251)] [data_t 0.007] [optim_t 0.444] [lr 0.000049] [CE 3.375 (3.869)] [KD 1.494 (1.868)] 2024-10-15 10:19:50,669 - Train: 94.91% [1187350/1251000] [949.1/1000.0] [batch_t 0.462 (0.254)] [data_t 0.007] [optim_t 0.454] [lr 0.000049] [CE 4.124 (3.849)] [KD 2.075 (1.875)] 2024-10-15 10:20:03,140 - Train: 94.92% [1187400/1251000] [949.2/1000.0] [batch_t 0.268 (0.249)] [data_t 0.009] [optim_t 0.259] [lr 0.000049] [CE 3.333 (3.812)] [KD 1.742 (1.861)] 2024-10-15 10:20:15,681 - Train: 94.92% [1187450/1251000] [949.2/1000.0] [batch_t 0.243 (0.251)] [data_t 0.007] [optim_t 0.235] [lr 0.000049] [CE 3.902 (3.923)] [KD 1.872 (1.922)] 2024-10-15 10:20:27,927 - Train: 94.92% [1187500/1251000] [949.2/1000.0] [batch_t 0.245 (0.245)] [data_t 0.011] [optim_t 0.235] [lr 0.000049] [CE 3.984 (3.876)] [KD 1.870 (1.887)] 2024-10-15 10:20:39,883 - Train: 94.93% [1187550/1251000] [949.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.006] [optim_t 0.231] [lr 0.000049] [CE 3.716 (3.784)] [KD 1.596 (1.856)] 2024-10-15 10:20:52,523 - Train: 94.93% [1187600/1251000] [949.3/1000.0] [batch_t 0.231 (0.253)] [data_t 0.009] [optim_t 0.223] [lr 0.000049] [CE 3.817 (3.844)] [KD 1.815 (1.893)] 2024-10-15 10:21:04,573 - Train: 94.94% [1187650/1251000] [949.4/1000.0] [batch_t 0.240 (0.241)] [data_t 0.006] [optim_t 0.234] [lr 0.000049] [CE 4.308 (3.896)] [KD 2.087 (1.894)] 2024-10-15 10:21:16,758 - Train: 94.94% [1187700/1251000] [949.4/1000.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.000049] [CE 3.817 (3.835)] [KD 1.934 (1.878)] 2024-10-15 10:21:29,043 - Train: 94.94% [1187750/1251000] [949.4/1000.0] [batch_t 0.239 (0.246)] [data_t 0.007] [optim_t 0.232] [lr 0.000049] [CE 3.742 (3.899)] [KD 1.751 (1.902)] 2024-10-15 10:21:41,797 - Train: 94.95% [1187800/1251000] [949.5/1000.0] [batch_t 0.238 (0.255)] [data_t 0.010] [optim_t 0.227] [lr 0.000049] [CE 4.136 (3.871)] [KD 2.083 (1.881)] 2024-10-15 10:21:53,735 - Train: 94.95% [1187850/1251000] [949.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000049] [CE 3.468 (3.850)] [KD 1.760 (1.846)] 2024-10-15 10:22:05,810 - Train: 94.96% [1187900/1251000] [949.6/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000049] [CE 3.816 (3.789)] [KD 1.824 (1.835)] 2024-10-15 10:22:18,661 - Train: 94.96% [1187950/1251000] [949.6/1000.0] [batch_t 0.239 (0.257)] [data_t 0.008] [optim_t 0.231] [lr 0.000049] [CE 3.572 (3.852)] [KD 1.738 (1.887)] 2024-10-15 10:22:31,441 - Train: 94.96% [1188000/1251000] [949.6/1000.0] [batch_t 0.260 (0.255)] [data_t 0.009] [optim_t 0.250] [lr 0.000049] [CE 3.950 (3.890)] [KD 1.878 (1.890)] 2024-10-15 10:22:43,488 - Train: 94.97% [1188050/1251000] [949.7/1000.0] [batch_t 0.250 (0.241)] [data_t 0.008] [optim_t 0.242] [lr 0.000049] [CE 4.289 (3.853)] [KD 2.133 (1.868)] 2024-10-15 10:22:55,702 - Train: 94.97% [1188100/1251000] [949.7/1000.0] [batch_t 0.231 (0.244)] [data_t 0.010] [optim_t 0.222] [lr 0.000048] [CE 3.796 (3.821)] [KD 1.900 (1.866)] 2024-10-15 10:23:08,166 - Train: 94.98% [1188150/1251000] [949.8/1000.0] [batch_t 0.239 (0.249)] [data_t 0.011] [optim_t 0.228] [lr 0.000048] [CE 3.967 (3.973)] [KD 1.850 (1.937)] 2024-10-15 10:23:20,822 - Train: 94.98% [1188200/1251000] [949.8/1000.0] [batch_t 0.229 (0.253)] [data_t 0.010] [optim_t 0.219] [lr 0.000048] [CE 3.759 (3.815)] [KD 1.941 (1.853)] 2024-10-15 10:23:32,943 - Train: 94.98% [1188250/1251000] [949.8/1000.0] [batch_t 0.235 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.000048] [CE 4.303 (3.766)] [KD 2.079 (1.834)] 2024-10-15 10:23:45,135 - Train: 94.99% [1188300/1251000] [949.9/1000.0] [batch_t 0.247 (0.244)] [data_t 0.010] [optim_t 0.238] [lr 0.000048] [CE 3.640 (3.839)] [KD 1.829 (1.875)] 2024-10-15 10:23:57,511 - Train: 94.99% [1188350/1251000] [949.9/1000.0] [batch_t 0.243 (0.247)] [data_t 0.010] [optim_t 0.233] [lr 0.000048] [CE 4.062 (3.874)] [KD 1.971 (1.869)] 2024-10-15 10:24:10,181 - Train: 95.00% [1188400/1251000] [950.0/1000.0] [batch_t 0.238 (0.253)] [data_t 0.008] [optim_t 0.230] [lr 0.000048] [CE 4.123 (3.796)] [KD 2.013 (1.852)] 2024-10-15 10:24:21,776 - Train: 95.00% [1188450/1251000] [950.0/1000.0] [batch_t 0.216 (0.232)] [data_t 0.006] [optim_t 0.210] [lr 0.000048] [CE 4.124 (3.846)] [KD 2.111 (1.873)] 2024-10-15 10:24:32,510 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.203)] [top1_cnt 40824] [top5_cnt 47851] [top_all 50000] 2024-10-15 10:24:32,511 - net: 81.648 (95.702) 2024-10-15 10:24:41,444 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.162)] [top1_cnt 41031] [top5_cnt 47923] [top_all 50000] 2024-10-15 10:24:41,445 - net_E: 82.062 (95.846) 2024-10-15 10:24:41,668 - Max [top1: 81.718 (epoch: 948)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 10:24:41,669 - ==> Total time: 3 days, 13:46:34 Eta: 4:30:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:24:57,450 - Train: 95.00% [1188500/1251000] [950.0/1000.0] [batch_t 0.236 (0.250)] [data_t 0.007] [optim_t 0.229] [lr 0.000048] [CE 3.871 (3.900)] [KD 1.916 (1.911)] 2024-10-15 10:25:10,407 - Train: 95.01% [1188550/1251000] [950.1/1000.0] [batch_t 0.239 (0.259)] [data_t 0.007] [optim_t 0.233] [lr 0.000048] [CE 3.956 (3.823)] [KD 1.965 (1.857)] 2024-10-15 10:25:22,554 - Train: 95.01% [1188600/1251000] [950.1/1000.0] [batch_t 0.222 (0.243)] [data_t 0.008] [optim_t 0.214] [lr 0.000048] [CE 3.960 (3.824)] [KD 1.813 (1.864)] 2024-10-15 10:25:34,362 - Train: 95.02% [1188650/1251000] [950.2/1000.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.000048] [CE 4.252 (3.847)] [KD 2.100 (1.870)] 2024-10-15 10:25:47,412 - Train: 95.02% [1188700/1251000] [950.2/1000.0] [batch_t 0.232 (0.261)] [data_t 0.009] [optim_t 0.223] [lr 0.000048] [CE 3.562 (3.868)] [KD 1.642 (1.861)] 2024-10-15 10:25:59,754 - Train: 95.02% [1188750/1251000] [950.2/1000.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.000048] [CE 3.488 (3.759)] [KD 1.699 (1.823)] 2024-10-15 10:26:12,231 - Train: 95.03% [1188800/1251000] [950.3/1000.0] [batch_t 0.259 (0.249)] [data_t 0.008] [optim_t 0.251] [lr 0.000048] [CE 3.901 (3.826)] [KD 1.863 (1.839)] 2024-10-15 10:26:25,011 - Train: 95.03% [1188850/1251000] [950.3/1000.0] [batch_t 0.260 (0.255)] [data_t 0.009] [optim_t 0.251] [lr 0.000048] [CE 4.103 (3.839)] [KD 2.036 (1.858)] 2024-10-15 10:26:37,079 - Train: 95.04% [1188900/1251000] [950.4/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.000048] [CE 4.374 (3.892)] [KD 2.133 (1.914)] 2024-10-15 10:26:49,342 - Train: 95.04% [1188950/1251000] [950.4/1000.0] [batch_t 0.227 (0.245)] [data_t 0.011] [optim_t 0.216] [lr 0.000048] [CE 3.652 (3.867)] [KD 1.704 (1.877)] 2024-10-15 10:27:02,147 - Train: 95.04% [1189000/1251000] [950.4/1000.0] [batch_t 0.231 (0.256)] [data_t 0.010] [optim_t 0.222] [lr 0.000048] [CE 3.959 (3.810)] [KD 2.002 (1.870)] 2024-10-15 10:27:14,430 - Train: 95.05% [1189050/1251000] [950.5/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.000048] [CE 3.643 (3.841)] [KD 1.668 (1.856)] 2024-10-15 10:27:26,706 - Train: 95.05% [1189100/1251000] [950.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.000048] [CE 3.460 (3.841)] [KD 1.601 (1.854)] 2024-10-15 10:27:39,560 - Train: 95.06% [1189150/1251000] [950.6/1000.0] [batch_t 0.523 (0.257)] [data_t 0.009] [optim_t 0.514] [lr 0.000048] [CE 3.424 (3.826)] [KD 1.646 (1.870)] 2024-10-15 10:27:52,027 - Train: 95.06% [1189200/1251000] [950.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.228] [lr 0.000048] [CE 3.846 (3.857)] [KD 1.866 (1.865)] 2024-10-15 10:28:04,207 - Train: 95.06% [1189250/1251000] [950.6/1000.0] [batch_t 0.246 (0.243)] [data_t 0.008] [optim_t 0.238] [lr 0.000048] [CE 3.364 (3.906)] [KD 1.591 (1.895)] 2024-10-15 10:28:16,501 - Train: 95.07% [1189300/1251000] [950.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.000048] [CE 4.401 (3.844)] [KD 2.445 (1.881)] 2024-10-15 10:28:28,725 - Train: 95.07% [1189350/1251000] [950.7/1000.0] [batch_t 0.233 (0.244)] [data_t 0.008] [optim_t 0.225] [lr 0.000048] [CE 3.950 (3.872)] [KD 1.976 (1.873)] 2024-10-15 10:28:40,963 - Train: 95.08% [1189400/1251000] [950.8/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.000048] [CE 3.372 (3.809)] [KD 1.699 (1.856)] 2024-10-15 10:28:53,231 - Train: 95.08% [1189450/1251000] [950.8/1000.0] [batch_t 0.227 (0.245)] [data_t 0.007] [optim_t 0.220] [lr 0.000048] [CE 3.866 (3.855)] [KD 1.990 (1.872)] 2024-10-15 10:29:05,148 - Train: 95.08% [1189500/1251000] [950.8/1000.0] [batch_t 0.239 (0.238)] [data_t 0.008] [optim_t 0.231] [lr 0.000048] [CE 4.323 (3.821)] [KD 2.042 (1.834)] 2024-10-15 10:29:17,640 - Train: 95.09% [1189550/1251000] [950.9/1000.0] [batch_t 0.225 (0.250)] [data_t 0.007] [optim_t 0.218] [lr 0.000048] [CE 3.454 (3.786)] [KD 1.674 (1.834)] 2024-10-15 10:29:30,109 - Train: 95.09% [1189600/1251000] [950.9/1000.0] [batch_t 0.237 (0.249)] [data_t 0.008] [optim_t 0.229] [lr 0.000048] [CE 4.270 (3.950)] [KD 2.030 (1.914)] 2024-10-15 10:29:43,073 - Train: 95.10% [1189650/1251000] [951.0/1000.0] [batch_t 0.219 (0.259)] [data_t 0.007] [optim_t 0.212] [lr 0.000048] [CE 4.143 (3.868)] [KD 1.897 (1.876)] 2024-10-15 10:29:54,787 - Train: 95.10% [1189700/1251000] [951.0/1000.0] [batch_t 0.210 (0.234)] [data_t 0.006] [optim_t 0.204] [lr 0.000048] [CE 3.572 (3.835)] [KD 1.708 (1.860)] 2024-10-15 10:30:04,352 - Test (net): 100.00% [50/50] [batch_t 0.490 (0.175)] [top1_cnt 40814] [top5_cnt 47851] [top_all 50000] 2024-10-15 10:30:04,353 - net: 81.628 (95.702) 2024-10-15 10:30:13,781 - Test (net_E): 100.00% [50/50] [batch_t 0.052 (0.172)] [top1_cnt 41029] [top5_cnt 47936] [top_all 50000] 2024-10-15 10:30:13,782 - net_E: 82.058 (95.872) 2024-10-15 10:30:14,011 - Max [top1: 81.718 (epoch: 948)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 10:30:14,011 - ==> Total time: 3 days, 13:52:06 Eta: 4:25:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:30:29,197 - Train: 95.10% [1189750/1251000] [951.0/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000048] [CE 4.256 (3.894)] [KD 2.154 (1.886)] 2024-10-15 10:30:41,875 - Train: 95.11% [1189800/1251000] [951.1/1000.0] [batch_t 0.235 (0.253)] [data_t 0.008] [optim_t 0.228] [lr 0.000048] [CE 3.369 (3.872)] [KD 1.767 (1.881)] 2024-10-15 10:30:54,602 - Train: 95.11% [1189850/1251000] [951.1/1000.0] [batch_t 0.231 (0.254)] [data_t 0.007] [optim_t 0.224] [lr 0.000047] [CE 3.766 (3.799)] [KD 1.752 (1.868)] 2024-10-15 10:31:06,667 - Train: 95.12% [1189900/1251000] [951.2/1000.0] [batch_t 0.250 (0.241)] [data_t 0.010] [optim_t 0.240] [lr 0.000047] [CE 4.651 (3.868)] [KD 2.112 (1.870)] 2024-10-15 10:31:18,813 - Train: 95.12% [1189950/1251000] [951.2/1000.0] [batch_t 0.235 (0.243)] [data_t 0.007] [optim_t 0.228] [lr 0.000047] [CE 3.531 (3.824)] [KD 1.682 (1.848)] 2024-10-15 10:31:31,115 - Train: 95.12% [1190000/1251000] [951.2/1000.0] [batch_t 0.240 (0.246)] [data_t 0.006] [optim_t 0.233] [lr 0.000047] [CE 3.578 (3.840)] [KD 1.733 (1.859)] 2024-10-15 10:31:43,279 - Train: 95.13% [1190050/1251000] [951.3/1000.0] [batch_t 0.271 (0.243)] [data_t 0.009] [optim_t 0.263] [lr 0.000047] [CE 3.606 (3.855)] [KD 1.684 (1.866)] 2024-10-15 10:31:55,901 - Train: 95.13% [1190100/1251000] [951.3/1000.0] [batch_t 0.250 (0.252)] [data_t 0.007] [optim_t 0.243] [lr 0.000047] [CE 3.998 (3.866)] [KD 2.017 (1.878)] 2024-10-15 10:32:08,657 - Train: 95.14% [1190150/1251000] [951.4/1000.0] [batch_t 0.225 (0.255)] [data_t 0.006] [optim_t 0.219] [lr 0.000047] [CE 4.163 (3.822)] [KD 2.056 (1.843)] 2024-10-15 10:32:21,574 - Train: 95.14% [1190200/1251000] [951.4/1000.0] [batch_t 0.245 (0.258)] [data_t 0.007] [optim_t 0.238] [lr 0.000047] [CE 4.023 (3.836)] [KD 1.781 (1.859)] 2024-10-15 10:32:33,773 - Train: 95.14% [1190250/1251000] [951.4/1000.0] [batch_t 0.231 (0.244)] [data_t 0.008] [optim_t 0.223] [lr 0.000047] [CE 3.898 (3.892)] [KD 1.923 (1.883)] 2024-10-15 10:32:45,800 - Train: 95.15% [1190300/1251000] [951.5/1000.0] [batch_t 0.247 (0.240)] [data_t 0.007] [optim_t 0.240] [lr 0.000047] [CE 3.536 (3.803)] [KD 1.752 (1.847)] 2024-10-15 10:32:57,680 - Train: 95.15% [1190350/1251000] [951.5/1000.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000047] [CE 3.896 (3.883)] [KD 1.916 (1.893)] 2024-10-15 10:33:10,136 - Train: 95.16% [1190400/1251000] [951.6/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000047] [CE 3.938 (3.948)] [KD 1.929 (1.903)] 2024-10-15 10:33:22,469 - Train: 95.16% [1190450/1251000] [951.6/1000.0] [batch_t 0.249 (0.246)] [data_t 0.010] [optim_t 0.239] [lr 0.000047] [CE 3.641 (3.836)] [KD 1.834 (1.864)] 2024-10-15 10:33:35,304 - Train: 95.16% [1190500/1251000] [951.6/1000.0] [batch_t 0.235 (0.256)] [data_t 0.007] [optim_t 0.228] [lr 0.000047] [CE 3.880 (3.842)] [KD 1.853 (1.868)] 2024-10-15 10:33:47,616 - Train: 95.17% [1190550/1251000] [951.7/1000.0] [batch_t 0.228 (0.246)] [data_t 0.008] [optim_t 0.220] [lr 0.000047] [CE 4.077 (3.870)] [KD 1.935 (1.890)] 2024-10-15 10:33:59,952 - Train: 95.17% [1190600/1251000] [951.7/1000.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.241] [lr 0.000047] [CE 4.289 (3.826)] [KD 1.927 (1.878)] 2024-10-15 10:34:11,897 - Train: 95.18% [1190650/1251000] [951.8/1000.0] [batch_t 0.237 (0.239)] [data_t 0.011] [optim_t 0.225] [lr 0.000047] [CE 4.143 (3.887)] [KD 2.044 (1.892)] 2024-10-15 10:34:24,133 - Train: 95.18% [1190700/1251000] [951.8/1000.0] [batch_t 0.233 (0.244)] [data_t 0.010] [optim_t 0.223] [lr 0.000047] [CE 3.604 (3.770)] [KD 1.666 (1.858)] 2024-10-15 10:34:36,578 - Train: 95.18% [1190750/1251000] [951.8/1000.0] [batch_t 0.235 (0.249)] [data_t 0.007] [optim_t 0.228] [lr 0.000047] [CE 4.493 (3.860)] [KD 2.150 (1.883)] 2024-10-15 10:34:49,831 - Train: 95.19% [1190800/1251000] [951.9/1000.0] [batch_t 0.452 (0.265)] [data_t 0.010] [optim_t 0.443] [lr 0.000047] [CE 4.162 (3.877)] [KD 2.141 (1.904)] 2024-10-15 10:35:02,002 - Train: 95.19% [1190850/1251000] [951.9/1000.0] [batch_t 0.246 (0.243)] [data_t 0.010] [optim_t 0.236] [lr 0.000047] [CE 4.103 (3.938)] [KD 2.044 (1.915)] 2024-10-15 10:35:14,062 - Train: 95.20% [1190900/1251000] [952.0/1000.0] [batch_t 0.232 (0.241)] [data_t 0.006] [optim_t 0.225] [lr 0.000047] [CE 3.666 (3.835)] [KD 1.729 (1.865)] 2024-10-15 10:35:25,779 - Train: 95.20% [1190950/1251000] [952.0/1000.0] [batch_t 0.210 (0.234)] [data_t 0.007] [optim_t 0.203] [lr 0.000047] [CE 3.779 (3.803)] [KD 1.826 (1.851)] 2024-10-15 10:35:35,638 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.177)] [top1_cnt 40880] [top5_cnt 47850] [top_all 50000] 2024-10-15 10:35:35,639 - net: 81.760 (95.700) 2024-10-15 10:35:44,317 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.158)] [top1_cnt 41022] [top5_cnt 47933] [top_all 50000] 2024-10-15 10:35:44,318 - net_E: 82.044 (95.866) 2024-10-15 10:35:44,548 - Max [top1: 81.760 (epoch: 952)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 10:35:44,549 - ==> Total time: 3 days, 13:57:37 Eta: 4:20:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:36:10,163 - Train: 95.20% [1191000/1251000] [952.0/1000.0] [batch_t 0.247 (0.258)] [data_t 0.007] [optim_t 0.240] [lr 0.000047] [CE 3.899 (3.758)] [KD 1.929 (1.817)] 2024-10-15 10:36:23,572 - Train: 95.21% [1191050/1251000] [952.1/1000.0] [batch_t 0.215 (0.268)] [data_t 0.008] [optim_t 0.206] [lr 0.000047] [CE 4.347 (3.917)] [KD 2.134 (1.908)] 2024-10-15 10:36:35,838 - Train: 95.21% [1191100/1251000] [952.1/1000.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.000047] [CE 4.379 (3.867)] [KD 2.197 (1.878)] 2024-10-15 10:36:48,192 - Train: 95.22% [1191150/1251000] [952.2/1000.0] [batch_t 0.219 (0.247)] [data_t 0.007] [optim_t 0.212] [lr 0.000047] [CE 4.234 (3.840)] [KD 1.977 (1.856)] 2024-10-15 10:37:00,153 - Train: 95.22% [1191200/1251000] [952.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.000047] [CE 3.923 (3.853)] [KD 1.916 (1.879)] 2024-10-15 10:37:12,885 - Train: 95.22% [1191250/1251000] [952.2/1000.0] [batch_t 0.432 (0.254)] [data_t 0.009] [optim_t 0.423] [lr 0.000047] [CE 3.911 (3.836)] [KD 1.922 (1.854)] 2024-10-15 10:37:25,352 - Train: 95.23% [1191300/1251000] [952.3/1000.0] [batch_t 0.243 (0.249)] [data_t 0.008] [optim_t 0.235] [lr 0.000047] [CE 4.309 (3.891)] [KD 1.909 (1.882)] 2024-10-15 10:37:38,172 - Train: 95.23% [1191350/1251000] [952.3/1000.0] [batch_t 0.228 (0.256)] [data_t 0.007] [optim_t 0.221] [lr 0.000047] [CE 3.209 (3.855)] [KD 1.563 (1.881)] 2024-10-15 10:37:50,291 - Train: 95.24% [1191400/1251000] [952.4/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.223] [lr 0.000047] [CE 4.083 (3.792)] [KD 1.913 (1.830)] 2024-10-15 10:38:02,825 - Train: 95.24% [1191450/1251000] [952.4/1000.0] [batch_t 0.242 (0.250)] [data_t 0.009] [optim_t 0.233] [lr 0.000047] [CE 3.583 (3.837)] [KD 1.773 (1.839)] 2024-10-15 10:38:15,329 - Train: 95.24% [1191500/1251000] [952.4/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000047] [CE 4.095 (3.851)] [KD 1.842 (1.870)] 2024-10-15 10:38:27,224 - Train: 95.25% [1191550/1251000] [952.5/1000.0] [batch_t 0.244 (0.238)] [data_t 0.008] [optim_t 0.236] [lr 0.000047] [CE 4.297 (3.777)] [KD 2.096 (1.818)] 2024-10-15 10:38:39,543 - Train: 95.25% [1191600/1251000] [952.5/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.000046] [CE 3.561 (3.846)] [KD 1.732 (1.870)] 2024-10-15 10:38:52,314 - Train: 95.26% [1191650/1251000] [952.6/1000.0] [batch_t 0.227 (0.255)] [data_t 0.007] [optim_t 0.220] [lr 0.000046] [CE 4.079 (3.877)] [KD 1.886 (1.865)] 2024-10-15 10:39:04,931 - Train: 95.26% [1191700/1251000] [952.6/1000.0] [batch_t 0.249 (0.252)] [data_t 0.008] [optim_t 0.241] [lr 0.000046] [CE 3.516 (3.829)] [KD 1.807 (1.848)] 2024-10-15 10:39:17,191 - Train: 95.26% [1191750/1251000] [952.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.007] [optim_t 0.229] [lr 0.000046] [CE 3.229 (3.899)] [KD 1.597 (1.890)] 2024-10-15 10:39:29,179 - Train: 95.27% [1191800/1251000] [952.7/1000.0] [batch_t 0.229 (0.240)] [data_t 0.007] [optim_t 0.223] [lr 0.000046] [CE 4.351 (3.766)] [KD 2.162 (1.830)] 2024-10-15 10:39:41,923 - Train: 95.27% [1191850/1251000] [952.7/1000.0] [batch_t 0.239 (0.255)] [data_t 0.007] [optim_t 0.232] [lr 0.000046] [CE 3.860 (3.811)] [KD 1.696 (1.834)] 2024-10-15 10:39:55,119 - Train: 95.28% [1191900/1251000] [952.8/1000.0] [batch_t 0.252 (0.264)] [data_t 0.007] [optim_t 0.245] [lr 0.000046] [CE 4.051 (3.874)] [KD 2.018 (1.880)] 2024-10-15 10:40:07,322 - Train: 95.28% [1191950/1251000] [952.8/1000.0] [batch_t 0.241 (0.244)] [data_t 0.010] [optim_t 0.231] [lr 0.000046] [CE 3.975 (3.804)] [KD 1.945 (1.849)] 2024-10-15 10:40:19,656 - Train: 95.28% [1192000/1251000] [952.8/1000.0] [batch_t 0.233 (0.246)] [data_t 0.007] [optim_t 0.226] [lr 0.000046] [CE 4.024 (3.823)] [KD 1.922 (1.838)] 2024-10-15 10:40:32,363 - Train: 95.29% [1192050/1251000] [952.9/1000.0] [batch_t 0.550 (0.254)] [data_t 0.006] [optim_t 0.543] [lr 0.000046] [CE 3.731 (3.872)] [KD 1.773 (1.901)] 2024-10-15 10:40:45,055 - Train: 95.29% [1192100/1251000] [952.9/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.000046] [CE 3.860 (3.816)] [KD 1.765 (1.842)] 2024-10-15 10:40:57,001 - Train: 95.30% [1192150/1251000] [953.0/1000.0] [batch_t 0.247 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.000046] [CE 4.081 (3.800)] [KD 1.917 (1.842)] 2024-10-15 10:41:09,143 - Train: 95.30% [1192200/1251000] [953.0/1000.0] [batch_t 0.214 (0.243)] [data_t 0.008] [optim_t 0.206] [lr 0.000046] [CE 4.233 (3.830)] [KD 2.048 (1.868)] 2024-10-15 10:41:18,942 - Test (net): 100.00% [50/50] [batch_t 0.322 (0.171)] [top1_cnt 40839] [top5_cnt 47881] [top_all 50000] 2024-10-15 10:41:18,942 - net: 81.678 (95.762) 2024-10-15 10:41:28,925 - Test (net_E): 100.00% [50/50] [batch_t 0.041 (0.183)] [top1_cnt 41038] [top5_cnt 47935] [top_all 50000] 2024-10-15 10:41:28,926 - net_E: 82.076 (95.870) 2024-10-15 10:41:29,181 - Max [top1: 81.760 (epoch: 952)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 10:41:29,181 - ==> Total time: 3 days, 14:03:21 Eta: 4:14:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:41:45,524 - Train: 95.30% [1192250/1251000] [953.0/1000.0] [batch_t 0.236 (0.276)] [data_t 0.010] [optim_t 0.226] [lr 0.000046] [CE 4.229 (3.910)] [KD 2.154 (1.892)] 2024-10-15 10:41:58,227 - Train: 95.31% [1192300/1251000] [953.1/1000.0] [batch_t 0.232 (0.254)] [data_t 0.007] [optim_t 0.224] [lr 0.000046] [CE 3.482 (3.821)] [KD 1.653 (1.850)] 2024-10-15 10:42:10,292 - Train: 95.31% [1192350/1251000] [953.1/1000.0] [batch_t 0.263 (0.241)] [data_t 0.008] [optim_t 0.255] [lr 0.000046] [CE 3.773 (3.770)] [KD 1.876 (1.817)] 2024-10-15 10:42:23,082 - Train: 95.32% [1192400/1251000] [953.2/1000.0] [batch_t 0.242 (0.256)] [data_t 0.010] [optim_t 0.232] [lr 0.000046] [CE 3.891 (3.792)] [KD 1.927 (1.839)] 2024-10-15 10:42:34,973 - Train: 95.32% [1192450/1251000] [953.2/1000.0] [batch_t 0.226 (0.238)] [data_t 0.008] [optim_t 0.217] [lr 0.000046] [CE 3.573 (3.893)] [KD 1.822 (1.897)] 2024-10-15 10:42:47,275 - Train: 95.32% [1192500/1251000] [953.2/1000.0] [batch_t 0.230 (0.246)] [data_t 0.007] [optim_t 0.223] [lr 0.000046] [CE 3.464 (3.868)] [KD 1.747 (1.862)] 2024-10-15 10:42:59,885 - Train: 95.33% [1192550/1251000] [953.3/1000.0] [batch_t 0.247 (0.252)] [data_t 0.008] [optim_t 0.239] [lr 0.000046] [CE 4.336 (3.980)] [KD 2.208 (1.935)] 2024-10-15 10:43:12,345 - Train: 95.33% [1192600/1251000] [953.3/1000.0] [batch_t 0.260 (0.249)] [data_t 0.011] [optim_t 0.250] [lr 0.000046] [CE 3.655 (3.800)] [KD 1.773 (1.824)] 2024-10-15 10:43:24,778 - Train: 95.34% [1192650/1251000] [953.4/1000.0] [batch_t 0.257 (0.248)] [data_t 0.009] [optim_t 0.247] [lr 0.000046] [CE 4.207 (3.854)] [KD 2.151 (1.864)] 2024-10-15 10:43:37,105 - Train: 95.34% [1192700/1251000] [953.4/1000.0] [batch_t 0.225 (0.246)] [data_t 0.007] [optim_t 0.219] [lr 0.000046] [CE 3.525 (3.823)] [KD 1.710 (1.856)] 2024-10-15 10:43:49,189 - Train: 95.34% [1192750/1251000] [953.4/1000.0] [batch_t 0.250 (0.241)] [data_t 0.011] [optim_t 0.239] [lr 0.000046] [CE 4.000 (3.854)] [KD 1.930 (1.843)] 2024-10-15 10:44:01,495 - Train: 95.35% [1192800/1251000] [953.5/1000.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000046] [CE 3.675 (3.867)] [KD 1.703 (1.873)] 2024-10-15 10:44:13,824 - Train: 95.35% [1192850/1251000] [953.5/1000.0] [batch_t 0.439 (0.246)] [data_t 0.010] [optim_t 0.429] [lr 0.000046] [CE 3.744 (3.892)] [KD 1.800 (1.871)] 2024-10-15 10:44:26,288 - Train: 95.36% [1192900/1251000] [953.6/1000.0] [batch_t 0.229 (0.249)] [data_t 0.007] [optim_t 0.222] [lr 0.000046] [CE 3.563 (3.781)] [KD 1.735 (1.842)] 2024-10-15 10:44:38,543 - Train: 95.36% [1192950/1251000] [953.6/1000.0] [batch_t 0.233 (0.245)] [data_t 0.011] [optim_t 0.222] [lr 0.000046] [CE 3.780 (3.935)] [KD 1.773 (1.904)] 2024-10-15 10:44:50,831 - Train: 95.36% [1193000/1251000] [953.6/1000.0] [batch_t 0.248 (0.246)] [data_t 0.008] [optim_t 0.239] [lr 0.000046] [CE 4.221 (3.914)] [KD 1.982 (1.890)] 2024-10-15 10:45:03,598 - Train: 95.37% [1193050/1251000] [953.7/1000.0] [batch_t 0.252 (0.255)] [data_t 0.009] [optim_t 0.243] [lr 0.000046] [CE 3.901 (3.891)] [KD 2.028 (1.890)] 2024-10-15 10:45:15,818 - Train: 95.37% [1193100/1251000] [953.7/1000.0] [batch_t 0.246 (0.244)] [data_t 0.011] [optim_t 0.235] [lr 0.000046] [CE 3.742 (3.870)] [KD 1.871 (1.871)] 2024-10-15 10:45:28,029 - Train: 95.38% [1193150/1251000] [953.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.006] [optim_t 0.234] [lr 0.000046] [CE 3.906 (3.837)] [KD 1.852 (1.855)] 2024-10-15 10:45:40,802 - Train: 95.38% [1193200/1251000] [953.8/1000.0] [batch_t 0.222 (0.255)] [data_t 0.009] [optim_t 0.213] [lr 0.000046] [CE 3.937 (3.890)] [KD 1.944 (1.889)] 2024-10-15 10:45:52,702 - Train: 95.38% [1193250/1251000] [953.8/1000.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.000046] [CE 4.171 (3.876)] [KD 2.115 (1.879)] 2024-10-15 10:46:05,128 - Train: 95.39% [1193300/1251000] [953.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000046] [CE 4.110 (3.888)] [KD 2.086 (1.877)] 2024-10-15 10:46:17,609 - Train: 95.39% [1193350/1251000] [953.9/1000.0] [batch_t 0.254 (0.249)] [data_t 0.010] [optim_t 0.244] [lr 0.000046] [CE 3.650 (3.811)] [KD 1.818 (1.875)] 2024-10-15 10:46:29,583 - Train: 95.40% [1193400/1251000] [954.0/1000.0] [batch_t 0.235 (0.239)] [data_t 0.008] [optim_t 0.227] [lr 0.000046] [CE 3.777 (3.834)] [KD 1.863 (1.876)] 2024-10-15 10:46:41,503 - Train: 95.40% [1193450/1251000] [954.0/1000.0] [batch_t 0.218 (0.238)] [data_t 0.006] [optim_t 0.211] [lr 0.000045] [CE 3.858 (3.855)] [KD 1.890 (1.874)] 2024-10-15 10:46:51,674 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.174)] [top1_cnt 40827] [top5_cnt 47883] [top_all 50000] 2024-10-15 10:46:51,675 - net: 81.654 (95.766) 2024-10-15 10:47:01,139 - Test (net_E): 100.00% [50/50] [batch_t 0.200 (0.173)] [top1_cnt 41020] [top5_cnt 47929] [top_all 50000] 2024-10-15 10:47:01,139 - net_E: 82.040 (95.858) 2024-10-15 10:47:01,354 - Max [top1: 81.760 (epoch: 952)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 10:47:01,355 - ==> Total time: 3 days, 14:08:54 Eta: 4:09:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:47:19,378 - Train: 95.40% [1193500/1251000] [954.0/1000.0] [batch_t 0.241 (0.264)] [data_t 0.010] [optim_t 0.231] [lr 0.000045] [CE 3.469 (3.893)] [KD 1.601 (1.855)] 2024-10-15 10:47:31,954 - Train: 95.41% [1193550/1251000] [954.1/1000.0] [batch_t 0.235 (0.251)] [data_t 0.010] [optim_t 0.225] [lr 0.000045] [CE 3.923 (3.804)] [KD 1.813 (1.838)] 2024-10-15 10:47:44,281 - Train: 95.41% [1193600/1251000] [954.1/1000.0] [batch_t 0.239 (0.246)] [data_t 0.009] [optim_t 0.230] [lr 0.000045] [CE 3.746 (3.849)] [KD 1.863 (1.857)] 2024-10-15 10:47:56,218 - Train: 95.42% [1193650/1251000] [954.2/1000.0] [batch_t 0.220 (0.239)] [data_t 0.010] [optim_t 0.210] [lr 0.000045] [CE 4.023 (3.841)] [KD 2.040 (1.881)] 2024-10-15 10:48:08,557 - Train: 95.42% [1193700/1251000] [954.2/1000.0] [batch_t 0.218 (0.247)] [data_t 0.007] [optim_t 0.211] [lr 0.000045] [CE 4.138 (3.838)] [KD 2.031 (1.848)] 2024-10-15 10:48:20,851 - Train: 95.42% [1193750/1251000] [954.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.000045] [CE 3.462 (3.883)] [KD 1.640 (1.896)] 2024-10-15 10:48:33,203 - Train: 95.43% [1193800/1251000] [954.3/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000045] [CE 3.996 (3.865)] [KD 2.064 (1.881)] 2024-10-15 10:48:45,680 - Train: 95.43% [1193850/1251000] [954.3/1000.0] [batch_t 0.231 (0.249)] [data_t 0.006] [optim_t 0.224] [lr 0.000045] [CE 3.951 (3.812)] [KD 1.970 (1.842)] 2024-10-15 10:48:58,348 - Train: 95.44% [1193900/1251000] [954.4/1000.0] [batch_t 0.218 (0.253)] [data_t 0.007] [optim_t 0.210] [lr 0.000045] [CE 3.505 (3.892)] [KD 1.753 (1.878)] 2024-10-15 10:49:10,683 - Train: 95.44% [1193950/1251000] [954.4/1000.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.000045] [CE 4.118 (3.860)] [KD 2.119 (1.878)] 2024-10-15 10:49:22,876 - Train: 95.44% [1194000/1251000] [954.4/1000.0] [batch_t 0.248 (0.244)] [data_t 0.010] [optim_t 0.238] [lr 0.000045] [CE 4.322 (3.803)] [KD 2.089 (1.855)] 2024-10-15 10:49:35,459 - Train: 95.45% [1194050/1251000] [954.5/1000.0] [batch_t 0.626 (0.251)] [data_t 0.008] [optim_t 0.618] [lr 0.000045] [CE 4.111 (3.811)] [KD 2.101 (1.840)] 2024-10-15 10:49:47,833 - Train: 95.45% [1194100/1251000] [954.5/1000.0] [batch_t 0.232 (0.247)] [data_t 0.010] [optim_t 0.222] [lr 0.000045] [CE 3.445 (3.845)] [KD 1.617 (1.860)] 2024-10-15 10:49:59,811 - Train: 95.46% [1194150/1251000] [954.6/1000.0] [batch_t 0.235 (0.239)] [data_t 0.007] [optim_t 0.228] [lr 0.000045] [CE 3.806 (3.826)] [KD 1.700 (1.843)] 2024-10-15 10:50:11,901 - Train: 95.46% [1194200/1251000] [954.6/1000.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.000045] [CE 3.610 (3.791)] [KD 1.607 (1.841)] 2024-10-15 10:50:24,143 - Train: 95.46% [1194250/1251000] [954.6/1000.0] [batch_t 0.241 (0.245)] [data_t 0.006] [optim_t 0.235] [lr 0.000045] [CE 3.964 (3.853)] [KD 2.019 (1.857)] 2024-10-15 10:50:36,534 - Train: 95.47% [1194300/1251000] [954.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000045] [CE 3.683 (3.903)] [KD 1.764 (1.888)] 2024-10-15 10:50:49,066 - Train: 95.47% [1194350/1251000] [954.7/1000.0] [batch_t 0.216 (0.250)] [data_t 0.007] [optim_t 0.209] [lr 0.000045] [CE 3.343 (3.821)] [KD 1.651 (1.848)] 2024-10-15 10:51:01,266 - Train: 95.48% [1194400/1251000] [954.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000045] [CE 4.186 (3.827)] [KD 1.959 (1.837)] 2024-10-15 10:51:13,762 - Train: 95.48% [1194450/1251000] [954.8/1000.0] [batch_t 0.246 (0.250)] [data_t 0.008] [optim_t 0.238] [lr 0.000045] [CE 3.966 (3.797)] [KD 1.824 (1.826)] 2024-10-15 10:51:26,433 - Train: 95.48% [1194500/1251000] [954.8/1000.0] [batch_t 0.242 (0.253)] [data_t 0.009] [optim_t 0.234] [lr 0.000045] [CE 3.308 (3.852)] [KD 1.527 (1.869)] 2024-10-15 10:51:38,683 - Train: 95.49% [1194550/1251000] [954.9/1000.0] [batch_t 0.231 (0.245)] [data_t 0.009] [optim_t 0.222] [lr 0.000045] [CE 3.552 (3.855)] [KD 1.598 (1.851)] 2024-10-15 10:51:50,788 - Train: 95.49% [1194600/1251000] [954.9/1000.0] [batch_t 0.224 (0.242)] [data_t 0.009] [optim_t 0.215] [lr 0.000045] [CE 3.675 (3.802)] [KD 1.758 (1.864)] 2024-10-15 10:52:03,012 - Train: 95.50% [1194650/1251000] [955.0/1000.0] [batch_t 0.246 (0.244)] [data_t 0.008] [optim_t 0.238] [lr 0.000045] [CE 4.049 (3.889)] [KD 1.900 (1.880)] 2024-10-15 10:52:15,790 - Train: 95.50% [1194700/1251000] [955.0/1000.0] [batch_t 0.220 (0.255)] [data_t 0.008] [optim_t 0.212] [lr 0.000045] [CE 3.932 (3.885)] [KD 1.918 (1.901)] 2024-10-15 10:52:27,626 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.203)] [top1_cnt 40838] [top5_cnt 47855] [top_all 50000] 2024-10-15 10:52:27,626 - net: 81.676 (95.710) 2024-10-15 10:52:37,614 - Test (net_E): 100.00% [50/50] [batch_t 0.151 (0.183)] [top1_cnt 41006] [top5_cnt 47923] [top_all 50000] 2024-10-15 10:52:37,614 - net_E: 82.012 (95.846) 2024-10-15 10:52:37,793 - Max [top1: 81.760 (epoch: 952)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 10:52:37,794 - ==> Total time: 3 days, 14:14:30 Eta: 4:03:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:52:53,074 - Train: 95.50% [1194750/1251000] [955.0/1000.0] [batch_t 0.229 (0.270)] [data_t 0.007] [optim_t 0.222] [lr 0.000045] [CE 3.881 (3.889)] [KD 1.922 (1.875)] 2024-10-15 10:53:05,174 - Train: 95.51% [1194800/1251000] [955.1/1000.0] [batch_t 0.244 (0.242)] [data_t 0.010] [optim_t 0.234] [lr 0.000045] [CE 3.626 (3.829)] [KD 1.736 (1.864)] 2024-10-15 10:53:18,434 - Train: 95.51% [1194850/1251000] [955.1/1000.0] [batch_t 0.472 (0.265)] [data_t 0.008] [optim_t 0.464] [lr 0.000045] [CE 4.133 (3.818)] [KD 2.040 (1.837)] 2024-10-15 10:53:30,614 - Train: 95.52% [1194900/1251000] [955.2/1000.0] [batch_t 0.230 (0.243)] [data_t 0.007] [optim_t 0.223] [lr 0.000045] [CE 4.017 (3.836)] [KD 1.950 (1.841)] 2024-10-15 10:53:42,649 - Train: 95.52% [1194950/1251000] [955.2/1000.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000045] [CE 3.883 (3.785)] [KD 1.924 (1.820)] 2024-10-15 10:53:55,358 - Train: 95.52% [1195000/1251000] [955.2/1000.0] [batch_t 0.240 (0.254)] [data_t 0.009] [optim_t 0.231] [lr 0.000045] [CE 3.406 (3.887)] [KD 1.674 (1.871)] 2024-10-15 10:54:07,987 - Train: 95.53% [1195050/1251000] [955.3/1000.0] [batch_t 0.228 (0.252)] [data_t 0.007] [optim_t 0.221] [lr 0.000045] [CE 3.582 (3.905)] [KD 1.712 (1.867)] 2024-10-15 10:54:20,322 - Train: 95.53% [1195100/1251000] [955.3/1000.0] [batch_t 0.244 (0.246)] [data_t 0.008] [optim_t 0.236] [lr 0.000045] [CE 4.219 (3.919)] [KD 2.076 (1.881)] 2024-10-15 10:54:32,861 - Train: 95.54% [1195150/1251000] [955.4/1000.0] [batch_t 0.224 (0.251)] [data_t 0.007] [optim_t 0.217] [lr 0.000045] [CE 3.795 (3.838)] [KD 1.799 (1.859)] 2024-10-15 10:54:45,452 - Train: 95.54% [1195200/1251000] [955.4/1000.0] [batch_t 0.255 (0.252)] [data_t 0.010] [optim_t 0.244] [lr 0.000045] [CE 3.937 (3.914)] [KD 2.053 (1.889)] 2024-10-15 10:54:57,527 - Train: 95.54% [1195250/1251000] [955.4/1000.0] [batch_t 0.237 (0.241)] [data_t 0.010] [optim_t 0.227] [lr 0.000045] [CE 3.610 (3.799)] [KD 1.739 (1.855)] 2024-10-15 10:55:10,321 - Train: 95.55% [1195300/1251000] [955.5/1000.0] [batch_t 0.235 (0.256)] [data_t 0.008] [optim_t 0.227] [lr 0.000045] [CE 3.708 (3.866)] [KD 1.818 (1.862)] 2024-10-15 10:55:22,499 - Train: 95.55% [1195350/1251000] [955.5/1000.0] [batch_t 0.241 (0.243)] [data_t 0.007] [optim_t 0.234] [lr 0.000044] [CE 4.080 (3.880)] [KD 1.956 (1.897)] 2024-10-15 10:55:34,462 - Train: 95.56% [1195400/1251000] [955.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.000044] [CE 3.973 (3.927)] [KD 1.875 (1.895)] 2024-10-15 10:55:47,014 - Train: 95.56% [1195450/1251000] [955.6/1000.0] [batch_t 0.236 (0.251)] [data_t 0.010] [optim_t 0.225] [lr 0.000044] [CE 3.869 (3.848)] [KD 1.837 (1.855)] 2024-10-15 10:55:59,641 - Train: 95.56% [1195500/1251000] [955.6/1000.0] [batch_t 0.242 (0.252)] [data_t 0.007] [optim_t 0.235] [lr 0.000044] [CE 3.791 (3.834)] [KD 1.930 (1.844)] 2024-10-15 10:56:11,613 - Train: 95.57% [1195550/1251000] [955.7/1000.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000044] [CE 3.817 (3.845)] [KD 1.832 (1.862)] 2024-10-15 10:56:24,320 - Train: 95.57% [1195600/1251000] [955.7/1000.0] [batch_t 0.252 (0.254)] [data_t 0.006] [optim_t 0.246] [lr 0.000044] [CE 3.937 (3.903)] [KD 1.970 (1.901)] 2024-10-15 10:56:36,607 - Train: 95.58% [1195650/1251000] [955.8/1000.0] [batch_t 0.236 (0.246)] [data_t 0.006] [optim_t 0.229] [lr 0.000044] [CE 3.963 (3.802)] [KD 1.941 (1.848)] 2024-10-15 10:56:49,242 - Train: 95.58% [1195700/1251000] [955.8/1000.0] [batch_t 0.220 (0.253)] [data_t 0.008] [optim_t 0.211] [lr 0.000044] [CE 4.044 (3.852)] [KD 1.993 (1.861)] 2024-10-15 10:57:01,667 - Train: 95.58% [1195750/1251000] [955.8/1000.0] [batch_t 0.235 (0.248)] [data_t 0.011] [optim_t 0.224] [lr 0.000044] [CE 3.395 (3.869)] [KD 1.633 (1.862)] 2024-10-15 10:57:14,151 - Train: 95.59% [1195800/1251000] [955.9/1000.0] [batch_t 0.237 (0.250)] [data_t 0.007] [optim_t 0.230] [lr 0.000044] [CE 4.029 (3.861)] [KD 2.020 (1.867)] 2024-10-15 10:57:26,238 - Train: 95.59% [1195850/1251000] [955.9/1000.0] [batch_t 0.223 (0.242)] [data_t 0.008] [optim_t 0.216] [lr 0.000044] [CE 3.732 (3.835)] [KD 1.634 (1.838)] 2024-10-15 10:57:38,919 - Train: 95.60% [1195900/1251000] [956.0/1000.0] [batch_t 0.230 (0.253)] [data_t 0.010] [optim_t 0.220] [lr 0.000044] [CE 3.907 (3.803)] [KD 1.771 (1.835)] 2024-10-15 10:57:50,946 - Train: 95.60% [1195950/1251000] [956.0/1000.0] [batch_t 0.207 (0.240)] [data_t 0.006] [optim_t 0.200] [lr 0.000044] [CE 3.979 (3.829)] [KD 1.918 (1.854)] 2024-10-15 10:58:01,376 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.172)] [top1_cnt 40884] [top5_cnt 47907] [top_all 50000] 2024-10-15 10:58:01,377 - net: 81.768 (95.814) 2024-10-15 10:58:10,743 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.169)] [top1_cnt 40997] [top5_cnt 47935] [top_all 50000] 2024-10-15 10:58:10,744 - net_E: 81.994 (95.870) 2024-10-15 10:58:10,959 - Max [top1: 81.768 (epoch: 956)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 10:58:10,959 - ==> Total time: 3 days, 14:20:03 Eta: 3:58:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 10:58:33,902 - Train: 95.60% [1196000/1251000] [956.0/1000.0] [batch_t 0.239 (0.254)] [data_t 0.009] [optim_t 0.230] [lr 0.000044] [CE 3.977 (3.761)] [KD 1.841 (1.813)] 2024-10-15 10:58:46,186 - Train: 95.61% [1196050/1251000] [956.1/1000.0] [batch_t 0.232 (0.245)] [data_t 0.006] [optim_t 0.225] [lr 0.000044] [CE 4.003 (3.752)] [KD 1.844 (1.790)] 2024-10-15 10:58:58,406 - Train: 95.61% [1196100/1251000] [956.1/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.000044] [CE 3.655 (3.905)] [KD 1.667 (1.885)] 2024-10-15 10:59:11,163 - Train: 95.62% [1196150/1251000] [956.2/1000.0] [batch_t 0.236 (0.255)] [data_t 0.007] [optim_t 0.229] [lr 0.000044] [CE 3.415 (3.812)] [KD 1.650 (1.842)] 2024-10-15 10:59:23,645 - Train: 95.62% [1196200/1251000] [956.2/1000.0] [batch_t 0.254 (0.249)] [data_t 0.007] [optim_t 0.248] [lr 0.000044] [CE 4.058 (3.954)] [KD 1.966 (1.911)] 2024-10-15 10:59:36,073 - Train: 95.62% [1196250/1251000] [956.2/1000.0] [batch_t 0.248 (0.248)] [data_t 0.007] [optim_t 0.241] [lr 0.000044] [CE 4.595 (3.893)] [KD 2.245 (1.870)] 2024-10-15 10:59:48,849 - Train: 95.63% [1196300/1251000] [956.3/1000.0] [batch_t 0.256 (0.255)] [data_t 0.009] [optim_t 0.248] [lr 0.000044] [CE 4.004 (3.898)] [KD 2.026 (1.896)] 2024-10-15 11:00:01,180 - Train: 95.63% [1196350/1251000] [956.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.000044] [CE 4.211 (3.860)] [KD 2.134 (1.867)] 2024-10-15 11:00:13,764 - Train: 95.64% [1196400/1251000] [956.4/1000.0] [batch_t 0.243 (0.251)] [data_t 0.009] [optim_t 0.233] [lr 0.000044] [CE 3.610 (3.874)] [KD 1.837 (1.859)] 2024-10-15 11:00:26,471 - Train: 95.64% [1196450/1251000] [956.4/1000.0] [batch_t 0.253 (0.254)] [data_t 0.008] [optim_t 0.245] [lr 0.000044] [CE 4.082 (3.874)] [KD 1.944 (1.878)] 2024-10-15 11:00:39,250 - Train: 95.64% [1196500/1251000] [956.4/1000.0] [batch_t 0.241 (0.255)] [data_t 0.007] [optim_t 0.235] [lr 0.000044] [CE 4.031 (3.806)] [KD 1.907 (1.835)] 2024-10-15 11:00:51,763 - Train: 95.65% [1196550/1251000] [956.5/1000.0] [batch_t 0.234 (0.250)] [data_t 0.008] [optim_t 0.226] [lr 0.000044] [CE 4.211 (3.835)] [KD 2.149 (1.845)] 2024-10-15 11:01:03,947 - Train: 95.65% [1196600/1251000] [956.5/1000.0] [batch_t 0.247 (0.244)] [data_t 0.007] [optim_t 0.240] [lr 0.000044] [CE 3.836 (3.783)] [KD 1.928 (1.814)] 2024-10-15 11:01:16,593 - Train: 95.66% [1196650/1251000] [956.6/1000.0] [batch_t 0.259 (0.253)] [data_t 0.010] [optim_t 0.249] [lr 0.000044] [CE 3.602 (3.939)] [KD 1.680 (1.914)] 2024-10-15 11:01:29,491 - Train: 95.66% [1196700/1251000] [956.6/1000.0] [batch_t 0.264 (0.258)] [data_t 0.008] [optim_t 0.256] [lr 0.000044] [CE 3.799 (3.816)] [KD 1.806 (1.858)] 2024-10-15 11:01:42,293 - Train: 95.66% [1196750/1251000] [956.6/1000.0] [batch_t 0.253 (0.256)] [data_t 0.006] [optim_t 0.246] [lr 0.000044] [CE 3.880 (3.879)] [KD 1.902 (1.854)] 2024-10-15 11:01:54,848 - Train: 95.67% [1196800/1251000] [956.7/1000.0] [batch_t 0.226 (0.251)] [data_t 0.007] [optim_t 0.219] [lr 0.000044] [CE 3.702 (3.821)] [KD 1.710 (1.834)] 2024-10-15 11:02:07,075 - Train: 95.67% [1196850/1251000] [956.7/1000.0] [batch_t 0.255 (0.244)] [data_t 0.007] [optim_t 0.248] [lr 0.000044] [CE 3.819 (3.790)] [KD 1.890 (1.828)] 2024-10-15 11:02:19,535 - Train: 95.68% [1196900/1251000] [956.8/1000.0] [batch_t 0.237 (0.249)] [data_t 0.011] [optim_t 0.226] [lr 0.000044] [CE 3.589 (3.793)] [KD 1.767 (1.838)] 2024-10-15 11:02:31,750 - Train: 95.68% [1196950/1251000] [956.8/1000.0] [batch_t 0.227 (0.244)] [data_t 0.007] [optim_t 0.220] [lr 0.000044] [CE 4.388 (3.899)] [KD 2.137 (1.867)] 2024-10-15 11:02:43,952 - Train: 95.68% [1197000/1251000] [956.8/1000.0] [batch_t 0.240 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.000044] [CE 3.920 (3.808)] [KD 1.917 (1.837)] 2024-10-15 11:02:56,354 - Train: 95.69% [1197050/1251000] [956.9/1000.0] [batch_t 0.228 (0.248)] [data_t 0.007] [optim_t 0.222] [lr 0.000044] [CE 3.923 (3.862)] [KD 1.959 (1.847)] 2024-10-15 11:03:08,852 - Train: 95.69% [1197100/1251000] [956.9/1000.0] [batch_t 0.248 (0.250)] [data_t 0.008] [optim_t 0.240] [lr 0.000044] [CE 4.086 (3.870)] [KD 1.821 (1.863)] 2024-10-15 11:03:21,431 - Train: 95.70% [1197150/1251000] [957.0/1000.0] [batch_t 0.230 (0.251)] [data_t 0.009] [optim_t 0.221] [lr 0.000044] [CE 3.946 (3.758)] [KD 1.949 (1.819)] 2024-10-15 11:03:33,299 - Train: 95.70% [1197200/1251000] [957.0/1000.0] [batch_t 0.213 (0.237)] [data_t 0.006] [optim_t 0.207] [lr 0.000044] [CE 3.769 (3.837)] [KD 1.779 (1.864)] 2024-10-15 11:03:43,794 - Test (net): 100.00% [50/50] [batch_t 0.125 (0.166)] [top1_cnt 40870] [top5_cnt 47850] [top_all 50000] 2024-10-15 11:03:43,794 - net: 81.740 (95.700) 2024-10-15 11:03:53,205 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.172)] [top1_cnt 41004] [top5_cnt 47931] [top_all 50000] 2024-10-15 11:03:53,205 - net_E: 82.008 (95.862) 2024-10-15 11:03:53,401 - Max [top1: 81.768 (epoch: 956)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:03:53,401 - ==> Total time: 3 days, 14:25:46 Eta: 3:53:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:04:07,712 - Train: 95.70% [1197250/1251000] [957.0/1000.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.000044] [CE 3.654 (3.914)] [KD 1.722 (1.902)] 2024-10-15 11:04:20,617 - Train: 95.71% [1197300/1251000] [957.1/1000.0] [batch_t 0.231 (0.258)] [data_t 0.010] [optim_t 0.221] [lr 0.000043] [CE 4.095 (3.813)] [KD 2.146 (1.832)] 2024-10-15 11:04:32,799 - Train: 95.71% [1197350/1251000] [957.1/1000.0] [batch_t 0.243 (0.243)] [data_t 0.007] [optim_t 0.236] [lr 0.000043] [CE 4.282 (3.810)] [KD 2.089 (1.825)] 2024-10-15 11:04:45,171 - Train: 95.72% [1197400/1251000] [957.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.010] [optim_t 0.229] [lr 0.000043] [CE 3.662 (3.859)] [KD 1.895 (1.870)] 2024-10-15 11:04:58,007 - Train: 95.72% [1197450/1251000] [957.2/1000.0] [batch_t 0.224 (0.257)] [data_t 0.010] [optim_t 0.215] [lr 0.000043] [CE 3.935 (3.877)] [KD 1.844 (1.872)] 2024-10-15 11:05:10,021 - Train: 95.72% [1197500/1251000] [957.2/1000.0] [batch_t 0.232 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.000043] [CE 3.879 (3.803)] [KD 1.898 (1.831)] 2024-10-15 11:05:22,051 - Train: 95.73% [1197550/1251000] [957.3/1000.0] [batch_t 0.242 (0.240)] [data_t 0.007] [optim_t 0.235] [lr 0.000043] [CE 4.059 (3.852)] [KD 1.954 (1.851)] 2024-10-15 11:05:34,615 - Train: 95.73% [1197600/1251000] [957.3/1000.0] [batch_t 0.239 (0.251)] [data_t 0.007] [optim_t 0.233] [lr 0.000043] [CE 3.984 (3.875)] [KD 1.838 (1.863)] 2024-10-15 11:05:46,502 - Train: 95.74% [1197650/1251000] [957.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.000043] [CE 4.109 (3.871)] [KD 1.991 (1.882)] 2024-10-15 11:05:58,908 - Train: 95.74% [1197700/1251000] [957.4/1000.0] [batch_t 0.240 (0.248)] [data_t 0.008] [optim_t 0.231] [lr 0.000043] [CE 3.926 (3.873)] [KD 1.975 (1.869)] 2024-10-15 11:06:12,164 - Train: 95.74% [1197750/1251000] [957.4/1000.0] [batch_t 0.436 (0.265)] [data_t 0.007] [optim_t 0.429] [lr 0.000043] [CE 3.906 (3.887)] [KD 1.835 (1.881)] 2024-10-15 11:06:23,927 - Train: 95.75% [1197800/1251000] [957.5/1000.0] [batch_t 0.234 (0.235)] [data_t 0.010] [optim_t 0.224] [lr 0.000043] [CE 4.295 (3.872)] [KD 2.057 (1.857)] 2024-10-15 11:06:35,658 - Train: 95.75% [1197850/1251000] [957.5/1000.0] [batch_t 0.233 (0.234)] [data_t 0.010] [optim_t 0.222] [lr 0.000043] [CE 3.487 (3.823)] [KD 1.817 (1.852)] 2024-10-15 11:06:48,399 - Train: 95.76% [1197900/1251000] [957.6/1000.0] [batch_t 0.243 (0.255)] [data_t 0.008] [optim_t 0.234] [lr 0.000043] [CE 4.169 (3.810)] [KD 2.140 (1.830)] 2024-10-15 11:07:00,525 - Train: 95.76% [1197950/1251000] [957.6/1000.0] [batch_t 0.229 (0.242)] [data_t 0.007] [optim_t 0.221] [lr 0.000043] [CE 3.326 (3.877)] [KD 1.460 (1.876)] 2024-10-15 11:07:12,665 - Train: 95.76% [1198000/1251000] [957.6/1000.0] [batch_t 0.242 (0.243)] [data_t 0.011] [optim_t 0.231] [lr 0.000043] [CE 3.897 (3.825)] [KD 1.878 (1.849)] 2024-10-15 11:07:25,174 - Train: 95.77% [1198050/1251000] [957.7/1000.0] [batch_t 0.235 (0.250)] [data_t 0.008] [optim_t 0.227] [lr 0.000043] [CE 3.965 (3.868)] [KD 1.887 (1.864)] 2024-10-15 11:07:38,174 - Train: 95.77% [1198100/1251000] [957.7/1000.0] [batch_t 0.247 (0.260)] [data_t 0.009] [optim_t 0.237] [lr 0.000043] [CE 3.337 (3.849)] [KD 1.536 (1.861)] 2024-10-15 11:07:50,444 - Train: 95.78% [1198150/1251000] [957.8/1000.0] [batch_t 0.233 (0.245)] [data_t 0.007] [optim_t 0.226] [lr 0.000043] [CE 3.487 (3.841)] [KD 1.618 (1.854)] 2024-10-15 11:08:02,973 - Train: 95.78% [1198200/1251000] [957.8/1000.0] [batch_t 0.243 (0.250)] [data_t 0.010] [optim_t 0.234] [lr 0.000043] [CE 3.915 (3.872)] [KD 2.019 (1.873)] 2024-10-15 11:08:15,107 - Train: 95.78% [1198250/1251000] [957.8/1000.0] [batch_t 0.249 (0.242)] [data_t 0.008] [optim_t 0.241] [lr 0.000043] [CE 3.777 (3.872)] [KD 1.817 (1.872)] 2024-10-15 11:08:27,598 - Train: 95.79% [1198300/1251000] [957.9/1000.0] [batch_t 0.233 (0.250)] [data_t 0.007] [optim_t 0.226] [lr 0.000043] [CE 3.221 (3.852)] [KD 1.494 (1.851)] 2024-10-15 11:08:40,219 - Train: 95.79% [1198350/1251000] [957.9/1000.0] [batch_t 0.219 (0.252)] [data_t 0.008] [optim_t 0.211] [lr 0.000043] [CE 3.634 (3.769)] [KD 1.609 (1.815)] 2024-10-15 11:08:52,588 - Train: 95.80% [1198400/1251000] [958.0/1000.0] [batch_t 0.239 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.000043] [CE 4.149 (3.793)] [KD 1.935 (1.841)] 2024-10-15 11:09:04,653 - Train: 95.80% [1198450/1251000] [958.0/1000.0] [batch_t 0.210 (0.241)] [data_t 0.009] [optim_t 0.201] [lr 0.000043] [CE 3.699 (3.869)] [KD 1.869 (1.869)] 2024-10-15 11:09:16,313 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.187)] [top1_cnt 40874] [top5_cnt 47901] [top_all 50000] 2024-10-15 11:09:16,314 - net: 81.748 (95.802) 2024-10-15 11:09:25,533 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 41015] [top5_cnt 47927] [top_all 50000] 2024-10-15 11:09:25,534 - net_E: 82.030 (95.854) 2024-10-15 11:09:25,767 - Max [top1: 81.768 (epoch: 956)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:09:25,768 - ==> Total time: 3 days, 14:31:18 Eta: 3:47:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:09:40,916 - Train: 95.80% [1198500/1251000] [958.0/1000.0] [batch_t 0.242 (0.275)] [data_t 0.011] [optim_t 0.231] [lr 0.000043] [CE 4.126 (3.881)] [KD 1.978 (1.850)] 2024-10-15 11:09:53,539 - Train: 95.81% [1198550/1251000] [958.1/1000.0] [batch_t 0.250 (0.252)] [data_t 0.010] [optim_t 0.240] [lr 0.000043] [CE 4.190 (3.865)] [KD 1.989 (1.846)] 2024-10-15 11:10:05,546 - Train: 95.81% [1198600/1251000] [958.1/1000.0] [batch_t 0.253 (0.240)] [data_t 0.008] [optim_t 0.246] [lr 0.000043] [CE 3.953 (3.853)] [KD 2.048 (1.862)] 2024-10-15 11:10:17,825 - Train: 95.82% [1198650/1251000] [958.2/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.234] [lr 0.000043] [CE 4.243 (3.885)] [KD 2.116 (1.873)] 2024-10-15 11:10:30,669 - Train: 95.82% [1198700/1251000] [958.2/1000.0] [batch_t 0.231 (0.257)] [data_t 0.009] [optim_t 0.222] [lr 0.000043] [CE 3.727 (3.802)] [KD 1.800 (1.842)] 2024-10-15 11:10:42,622 - Train: 95.82% [1198750/1251000] [958.2/1000.0] [batch_t 0.226 (0.239)] [data_t 0.007] [optim_t 0.219] [lr 0.000043] [CE 4.246 (3.837)] [KD 2.071 (1.844)] 2024-10-15 11:10:55,395 - Train: 95.83% [1198800/1251000] [958.3/1000.0] [batch_t 0.233 (0.255)] [data_t 0.008] [optim_t 0.225] [lr 0.000043] [CE 3.971 (3.860)] [KD 1.805 (1.865)] 2024-10-15 11:11:07,627 - Train: 95.83% [1198850/1251000] [958.3/1000.0] [batch_t 0.234 (0.244)] [data_t 0.007] [optim_t 0.227] [lr 0.000043] [CE 3.530 (3.837)] [KD 1.658 (1.839)] 2024-10-15 11:11:19,773 - Train: 95.84% [1198900/1251000] [958.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.008] [optim_t 0.233] [lr 0.000043] [CE 3.923 (3.850)] [KD 1.927 (1.856)] 2024-10-15 11:11:31,934 - Train: 95.84% [1198950/1251000] [958.4/1000.0] [batch_t 0.244 (0.243)] [data_t 0.011] [optim_t 0.234] [lr 0.000043] [CE 4.239 (3.874)] [KD 2.027 (1.849)] 2024-10-15 11:11:44,994 - Train: 95.84% [1199000/1251000] [958.4/1000.0] [batch_t 0.263 (0.261)] [data_t 0.007] [optim_t 0.256] [lr 0.000043] [CE 3.519 (3.870)] [KD 1.661 (1.852)] 2024-10-15 11:11:56,997 - Train: 95.85% [1199050/1251000] [958.5/1000.0] [batch_t 0.240 (0.240)] [data_t 0.008] [optim_t 0.232] [lr 0.000043] [CE 4.275 (3.889)] [KD 1.851 (1.865)] 2024-10-15 11:12:09,974 - Train: 95.85% [1199100/1251000] [958.5/1000.0] [batch_t 0.228 (0.259)] [data_t 0.007] [optim_t 0.221] [lr 0.000043] [CE 4.118 (3.859)] [KD 2.020 (1.886)] 2024-10-15 11:12:22,392 - Train: 95.86% [1199150/1251000] [958.6/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000043] [CE 4.179 (3.979)] [KD 2.091 (1.912)] 2024-10-15 11:12:34,214 - Train: 95.86% [1199200/1251000] [958.6/1000.0] [batch_t 0.234 (0.236)] [data_t 0.007] [optim_t 0.227] [lr 0.000043] [CE 3.807 (3.885)] [KD 1.892 (1.887)] 2024-10-15 11:12:46,420 - Train: 95.86% [1199250/1251000] [958.6/1000.0] [batch_t 0.244 (0.244)] [data_t 0.010] [optim_t 0.233] [lr 0.000043] [CE 3.953 (3.803)] [KD 1.802 (1.842)] 2024-10-15 11:12:59,661 - Train: 95.87% [1199300/1251000] [958.7/1000.0] [batch_t 0.237 (0.265)] [data_t 0.010] [optim_t 0.227] [lr 0.000042] [CE 3.728 (3.870)] [KD 1.877 (1.868)] 2024-10-15 11:13:11,692 - Train: 95.87% [1199350/1251000] [958.7/1000.0] [batch_t 0.238 (0.240)] [data_t 0.007] [optim_t 0.231] [lr 0.000042] [CE 4.078 (3.813)] [KD 1.963 (1.841)] 2024-10-15 11:13:24,772 - Train: 95.88% [1199400/1251000] [958.8/1000.0] [batch_t 0.263 (0.261)] [data_t 0.008] [optim_t 0.255] [lr 0.000042] [CE 4.006 (3.783)] [KD 1.917 (1.835)] 2024-10-15 11:13:37,504 - Train: 95.88% [1199450/1251000] [958.8/1000.0] [batch_t 0.232 (0.254)] [data_t 0.007] [optim_t 0.225] [lr 0.000042] [CE 4.014 (3.928)] [KD 1.956 (1.901)] 2024-10-15 11:13:49,720 - Train: 95.88% [1199500/1251000] [958.8/1000.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000042] [CE 3.573 (3.807)] [KD 1.788 (1.835)] 2024-10-15 11:14:02,675 - Train: 95.89% [1199550/1251000] [958.9/1000.0] [batch_t 0.245 (0.259)] [data_t 0.008] [optim_t 0.237] [lr 0.000042] [CE 3.842 (3.823)] [KD 1.880 (1.832)] 2024-10-15 11:14:15,520 - Train: 95.89% [1199600/1251000] [958.9/1000.0] [batch_t 0.231 (0.257)] [data_t 0.008] [optim_t 0.223] [lr 0.000042] [CE 3.664 (3.854)] [KD 1.715 (1.851)] 2024-10-15 11:14:27,515 - Train: 95.90% [1199650/1251000] [959.0/1000.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.000042] [CE 4.003 (3.842)] [KD 2.030 (1.863)] 2024-10-15 11:14:40,404 - Train: 95.90% [1199700/1251000] [959.0/1000.0] [batch_t 0.225 (0.258)] [data_t 0.006] [optim_t 0.219] [lr 0.000042] [CE 3.702 (3.823)] [KD 1.639 (1.843)] 2024-10-15 11:14:52,803 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.196)] [top1_cnt 40848] [top5_cnt 47829] [top_all 50000] 2024-10-15 11:14:52,803 - net: 81.696 (95.658) 2024-10-15 11:15:02,522 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.177)] [top1_cnt 41013] [top5_cnt 47931] [top_all 50000] 2024-10-15 11:15:02,523 - net_E: 82.026 (95.862) 2024-10-15 11:15:02,734 - Max [top1: 81.768 (epoch: 956)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:15:02,735 - ==> Total time: 3 days, 14:36:55 Eta: 3:42:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:15:18,928 - Train: 95.90% [1199750/1251000] [959.0/1000.0] [batch_t 0.262 (0.268)] [data_t 0.008] [optim_t 0.255] [lr 0.000042] [CE 3.842 (3.878)] [KD 1.880 (1.890)] 2024-10-15 11:15:31,564 - Train: 95.91% [1199800/1251000] [959.1/1000.0] [batch_t 0.244 (0.252)] [data_t 0.010] [optim_t 0.234] [lr 0.000042] [CE 4.062 (3.844)] [KD 1.912 (1.861)] 2024-10-15 11:15:43,715 - Train: 95.91% [1199850/1251000] [959.1/1000.0] [batch_t 0.234 (0.243)] [data_t 0.010] [optim_t 0.224] [lr 0.000042] [CE 4.013 (3.830)] [KD 1.922 (1.845)] 2024-10-15 11:15:55,781 - Train: 95.92% [1199900/1251000] [959.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000042] [CE 3.975 (3.893)] [KD 1.786 (1.876)] 2024-10-15 11:16:08,710 - Train: 95.92% [1199950/1251000] [959.2/1000.0] [batch_t 0.237 (0.258)] [data_t 0.009] [optim_t 0.228] [lr 0.000042] [CE 3.651 (3.891)] [KD 1.665 (1.874)] 2024-10-15 11:16:21,323 - Train: 95.92% [1200000/1251000] [959.2/1000.0] [batch_t 0.242 (0.252)] [data_t 0.010] [optim_t 0.232] [lr 0.000042] [CE 4.201 (3.900)] [KD 2.038 (1.872)] 2024-10-15 11:16:33,267 - Train: 95.93% [1200050/1251000] [959.3/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000042] [CE 3.847 (3.899)] [KD 1.760 (1.882)] 2024-10-15 11:16:45,619 - Train: 95.93% [1200100/1251000] [959.3/1000.0] [batch_t 0.248 (0.247)] [data_t 0.010] [optim_t 0.237] [lr 0.000042] [CE 4.244 (3.832)] [KD 2.075 (1.834)] 2024-10-15 11:16:58,108 - Train: 95.94% [1200150/1251000] [959.4/1000.0] [batch_t 0.227 (0.250)] [data_t 0.007] [optim_t 0.220] [lr 0.000042] [CE 3.638 (3.819)] [KD 1.716 (1.837)] 2024-10-15 11:17:10,180 - Train: 95.94% [1200200/1251000] [959.4/1000.0] [batch_t 0.233 (0.241)] [data_t 0.010] [optim_t 0.223] [lr 0.000042] [CE 3.614 (3.821)] [KD 1.775 (1.853)] 2024-10-15 11:17:23,114 - Train: 95.94% [1200250/1251000] [959.4/1000.0] [batch_t 0.249 (0.259)] [data_t 0.008] [optim_t 0.241] [lr 0.000042] [CE 3.291 (3.884)] [KD 1.529 (1.872)] 2024-10-15 11:17:35,845 - Train: 95.95% [1200300/1251000] [959.5/1000.0] [batch_t 0.238 (0.254)] [data_t 0.007] [optim_t 0.231] [lr 0.000042] [CE 3.892 (3.885)] [KD 1.823 (1.877)] 2024-10-15 11:17:48,205 - Train: 95.95% [1200350/1251000] [959.5/1000.0] [batch_t 0.230 (0.247)] [data_t 0.007] [optim_t 0.223] [lr 0.000042] [CE 4.093 (3.898)] [KD 1.929 (1.872)] 2024-10-15 11:18:00,619 - Train: 95.96% [1200400/1251000] [959.6/1000.0] [batch_t 0.446 (0.248)] [data_t 0.008] [optim_t 0.438] [lr 0.000042] [CE 3.731 (3.854)] [KD 1.789 (1.856)] 2024-10-15 11:18:13,413 - Train: 95.96% [1200450/1251000] [959.6/1000.0] [batch_t 0.258 (0.256)] [data_t 0.007] [optim_t 0.252] [lr 0.000042] [CE 3.932 (3.837)] [KD 1.845 (1.853)] 2024-10-15 11:18:25,762 - Train: 95.96% [1200500/1251000] [959.6/1000.0] [batch_t 0.240 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.000042] [CE 4.128 (3.858)] [KD 1.922 (1.858)] 2024-10-15 11:18:38,947 - Train: 95.97% [1200550/1251000] [959.7/1000.0] [batch_t 0.240 (0.263)] [data_t 0.008] [optim_t 0.232] [lr 0.000042] [CE 4.186 (3.821)] [KD 2.014 (1.846)] 2024-10-15 11:18:51,668 - Train: 95.97% [1200600/1251000] [959.7/1000.0] [batch_t 0.258 (0.254)] [data_t 0.007] [optim_t 0.251] [lr 0.000042] [CE 4.075 (3.834)] [KD 1.977 (1.864)] 2024-10-15 11:19:04,217 - Train: 95.98% [1200650/1251000] [959.8/1000.0] [batch_t 0.242 (0.251)] [data_t 0.007] [optim_t 0.235] [lr 0.000042] [CE 4.048 (3.873)] [KD 1.906 (1.879)] 2024-10-15 11:19:16,215 - Train: 95.98% [1200700/1251000] [959.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.000042] [CE 3.630 (3.799)] [KD 1.703 (1.817)] 2024-10-15 11:19:28,781 - Train: 95.98% [1200750/1251000] [959.8/1000.0] [batch_t 0.247 (0.251)] [data_t 0.009] [optim_t 0.238] [lr 0.000042] [CE 3.732 (3.826)] [KD 1.712 (1.826)] 2024-10-15 11:19:40,980 - Train: 95.99% [1200800/1251000] [959.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.000042] [CE 3.630 (3.800)] [KD 1.730 (1.826)] 2024-10-15 11:19:53,690 - Train: 95.99% [1200850/1251000] [959.9/1000.0] [batch_t 0.234 (0.254)] [data_t 0.008] [optim_t 0.226] [lr 0.000042] [CE 4.019 (3.844)] [KD 1.953 (1.847)] 2024-10-15 11:20:06,235 - Train: 96.00% [1200900/1251000] [960.0/1000.0] [batch_t 0.233 (0.251)] [data_t 0.010] [optim_t 0.223] [lr 0.000042] [CE 3.515 (3.757)] [KD 1.517 (1.817)] 2024-10-15 11:20:18,686 - Train: 96.00% [1200950/1251000] [960.0/1000.0] [batch_t 0.215 (0.249)] [data_t 0.008] [optim_t 0.207] [lr 0.000042] [CE 3.478 (3.853)] [KD 1.725 (1.870)] 2024-10-15 11:20:29,842 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.168)] [top1_cnt 40866] [top5_cnt 47855] [top_all 50000] 2024-10-15 11:20:29,843 - net: 81.732 (95.710) 2024-10-15 11:20:39,586 - Test (net_E): 100.00% [50/50] [batch_t 0.638 (0.177)] [top1_cnt 40994] [top5_cnt 47933] [top_all 50000] 2024-10-15 11:20:39,587 - net_E: 81.988 (95.866) 2024-10-15 11:20:39,821 - Max [top1: 81.768 (epoch: 956)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:20:39,822 - ==> Total time: 3 days, 14:42:32 Eta: 3:36:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:21:02,061 - Train: 96.00% [1201000/1251000] [960.0/1000.0] [batch_t 0.249 (0.261)] [data_t 0.010] [optim_t 0.238] [lr 0.000042] [CE 4.219 (3.841)] [KD 2.046 (1.842)] 2024-10-15 11:21:14,823 - Train: 96.01% [1201050/1251000] [960.1/1000.0] [batch_t 0.239 (0.255)] [data_t 0.014] [optim_t 0.225] [lr 0.000042] [CE 4.008 (3.840)] [KD 1.870 (1.844)] 2024-10-15 11:21:27,663 - Train: 96.01% [1201100/1251000] [960.1/1000.0] [batch_t 0.242 (0.257)] [data_t 0.006] [optim_t 0.235] [lr 0.000042] [CE 3.924 (3.823)] [KD 1.830 (1.843)] 2024-10-15 11:21:40,312 - Train: 96.02% [1201150/1251000] [960.2/1000.0] [batch_t 0.236 (0.253)] [data_t 0.008] [optim_t 0.228] [lr 0.000042] [CE 4.131 (3.881)] [KD 1.864 (1.868)] 2024-10-15 11:21:52,373 - Train: 96.02% [1201200/1251000] [960.2/1000.0] [batch_t 0.245 (0.241)] [data_t 0.011] [optim_t 0.234] [lr 0.000042] [CE 3.781 (3.780)] [KD 1.877 (1.838)] 2024-10-15 11:22:04,678 - Train: 96.02% [1201250/1251000] [960.2/1000.0] [batch_t 0.241 (0.246)] [data_t 0.008] [optim_t 0.233] [lr 0.000042] [CE 3.898 (3.780)] [KD 1.973 (1.823)] 2024-10-15 11:22:17,318 - Train: 96.03% [1201300/1251000] [960.3/1000.0] [batch_t 0.236 (0.253)] [data_t 0.007] [optim_t 0.229] [lr 0.000042] [CE 3.635 (3.801)] [KD 1.694 (1.819)] 2024-10-15 11:22:29,972 - Train: 96.03% [1201350/1251000] [960.3/1000.0] [batch_t 0.256 (0.253)] [data_t 0.010] [optim_t 0.247] [lr 0.000042] [CE 3.421 (3.871)] [KD 1.614 (1.860)] 2024-10-15 11:22:42,254 - Train: 96.04% [1201400/1251000] [960.4/1000.0] [batch_t 0.247 (0.245)] [data_t 0.018] [optim_t 0.229] [lr 0.000042] [CE 4.235 (3.853)] [KD 1.915 (1.840)] 2024-10-15 11:22:54,801 - Train: 96.04% [1201450/1251000] [960.4/1000.0] [batch_t 0.230 (0.251)] [data_t 0.009] [optim_t 0.221] [lr 0.000041] [CE 4.394 (3.854)] [KD 2.200 (1.861)] 2024-10-15 11:23:07,708 - Train: 96.04% [1201500/1251000] [960.4/1000.0] [batch_t 0.242 (0.258)] [data_t 0.009] [optim_t 0.233] [lr 0.000041] [CE 4.017 (3.951)] [KD 1.875 (1.891)] 2024-10-15 11:23:19,904 - Train: 96.05% [1201550/1251000] [960.5/1000.0] [batch_t 0.230 (0.244)] [data_t 0.010] [optim_t 0.220] [lr 0.000041] [CE 4.522 (3.920)] [KD 2.277 (1.888)] 2024-10-15 11:23:32,145 - Train: 96.05% [1201600/1251000] [960.5/1000.0] [batch_t 0.241 (0.245)] [data_t 0.007] [optim_t 0.234] [lr 0.000041] [CE 3.976 (3.913)] [KD 1.930 (1.889)] 2024-10-15 11:23:45,399 - Train: 96.06% [1201650/1251000] [960.6/1000.0] [batch_t 0.230 (0.265)] [data_t 0.007] [optim_t 0.223] [lr 0.000041] [CE 4.113 (3.824)] [KD 1.967 (1.849)] 2024-10-15 11:23:57,993 - Train: 96.06% [1201700/1251000] [960.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.008] [optim_t 0.231] [lr 0.000041] [CE 3.513 (3.803)] [KD 1.744 (1.841)] 2024-10-15 11:24:10,466 - Train: 96.06% [1201750/1251000] [960.6/1000.0] [batch_t 0.247 (0.249)] [data_t 0.009] [optim_t 0.238] [lr 0.000041] [CE 4.525 (3.900)] [KD 2.078 (1.890)] 2024-10-15 11:24:23,383 - Train: 96.07% [1201800/1251000] [960.7/1000.0] [batch_t 0.242 (0.258)] [data_t 0.009] [optim_t 0.233] [lr 0.000041] [CE 3.426 (3.851)] [KD 1.582 (1.869)] 2024-10-15 11:24:35,435 - Train: 96.07% [1201850/1251000] [960.7/1000.0] [batch_t 0.240 (0.241)] [data_t 0.007] [optim_t 0.233] [lr 0.000041] [CE 3.887 (3.824)] [KD 1.868 (1.838)] 2024-10-15 11:24:47,654 - Train: 96.08% [1201900/1251000] [960.8/1000.0] [batch_t 0.236 (0.244)] [data_t 0.010] [optim_t 0.225] [lr 0.000041] [CE 4.144 (3.855)] [KD 2.093 (1.867)] 2024-10-15 11:25:00,166 - Train: 96.08% [1201950/1251000] [960.8/1000.0] [batch_t 0.229 (0.250)] [data_t 0.007] [optim_t 0.222] [lr 0.000041] [CE 3.739 (3.833)] [KD 1.723 (1.842)] 2024-10-15 11:25:12,065 - Train: 96.08% [1202000/1251000] [960.8/1000.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000041] [CE 4.076 (3.911)] [KD 1.868 (1.896)] 2024-10-15 11:25:24,437 - Train: 96.09% [1202050/1251000] [960.9/1000.0] [batch_t 0.242 (0.247)] [data_t 0.010] [optim_t 0.232] [lr 0.000041] [CE 4.293 (3.820)] [KD 2.135 (1.814)] 2024-10-15 11:25:37,400 - Train: 96.09% [1202100/1251000] [960.9/1000.0] [batch_t 0.228 (0.259)] [data_t 0.010] [optim_t 0.218] [lr 0.000041] [CE 3.929 (3.847)] [KD 1.924 (1.848)] 2024-10-15 11:25:49,361 - Train: 96.10% [1202150/1251000] [961.0/1000.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.000041] [CE 3.840 (3.815)] [KD 1.862 (1.834)] 2024-10-15 11:26:01,271 - Train: 96.10% [1202200/1251000] [961.0/1000.0] [batch_t 0.210 (0.238)] [data_t 0.008] [optim_t 0.202] [lr 0.000041] [CE 3.997 (3.813)] [KD 1.849 (1.824)] 2024-10-15 11:26:13,503 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.183)] [top1_cnt 40860] [top5_cnt 47875] [top_all 50000] 2024-10-15 11:26:13,504 - net: 81.720 (95.750) 2024-10-15 11:26:23,302 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.179)] [top1_cnt 40995] [top5_cnt 47935] [top_all 50000] 2024-10-15 11:26:23,303 - net_E: 81.990 (95.870) 2024-10-15 11:26:23,497 - Max [top1: 81.768 (epoch: 956)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:26:23,498 - ==> Total time: 3 days, 14:48:16 Eta: 3:31:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:26:37,041 - Train: 96.10% [1202250/1251000] [961.0/1000.0] [batch_t 0.247 (0.269)] [data_t 0.006] [optim_t 0.241] [lr 0.000041] [CE 4.054 (3.827)] [KD 1.939 (1.842)] 2024-10-15 11:26:49,881 - Train: 96.11% [1202300/1251000] [961.1/1000.0] [batch_t 0.237 (0.257)] [data_t 0.008] [optim_t 0.229] [lr 0.000041] [CE 3.598 (3.865)] [KD 1.723 (1.859)] 2024-10-15 11:27:01,848 - Train: 96.11% [1202350/1251000] [961.1/1000.0] [batch_t 0.237 (0.239)] [data_t 0.007] [optim_t 0.230] [lr 0.000041] [CE 3.632 (3.886)] [KD 1.854 (1.882)] 2024-10-15 11:27:13,876 - Train: 96.12% [1202400/1251000] [961.2/1000.0] [batch_t 0.240 (0.240)] [data_t 0.007] [optim_t 0.233] [lr 0.000041] [CE 3.539 (3.892)] [KD 1.582 (1.885)] 2024-10-15 11:27:25,873 - Train: 96.12% [1202450/1251000] [961.2/1000.0] [batch_t 0.240 (0.240)] [data_t 0.008] [optim_t 0.232] [lr 0.000041] [CE 3.642 (3.815)] [KD 1.612 (1.807)] 2024-10-15 11:27:38,364 - Train: 96.12% [1202500/1251000] [961.2/1000.0] [batch_t 0.241 (0.250)] [data_t 0.009] [optim_t 0.232] [lr 0.000041] [CE 3.397 (3.793)] [KD 1.685 (1.821)] 2024-10-15 11:27:50,607 - Train: 96.13% [1202550/1251000] [961.3/1000.0] [batch_t 0.234 (0.245)] [data_t 0.006] [optim_t 0.228] [lr 0.000041] [CE 3.362 (3.879)] [KD 1.656 (1.872)] 2024-10-15 11:28:02,636 - Train: 96.13% [1202600/1251000] [961.3/1000.0] [batch_t 0.242 (0.240)] [data_t 0.010] [optim_t 0.232] [lr 0.000041] [CE 3.859 (3.842)] [KD 1.748 (1.835)] 2024-10-15 11:28:14,947 - Train: 96.14% [1202650/1251000] [961.4/1000.0] [batch_t 0.227 (0.246)] [data_t 0.007] [optim_t 0.220] [lr 0.000041] [CE 3.507 (3.835)] [KD 1.843 (1.837)] 2024-10-15 11:28:27,167 - Train: 96.14% [1202700/1251000] [961.4/1000.0] [batch_t 0.243 (0.244)] [data_t 0.011] [optim_t 0.232] [lr 0.000041] [CE 4.252 (3.833)] [KD 1.990 (1.835)] 2024-10-15 11:28:39,118 - Train: 96.14% [1202750/1251000] [961.4/1000.0] [batch_t 0.253 (0.239)] [data_t 0.007] [optim_t 0.246] [lr 0.000041] [CE 4.305 (3.892)] [KD 2.028 (1.866)] 2024-10-15 11:28:51,272 - Train: 96.15% [1202800/1251000] [961.5/1000.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.000041] [CE 3.903 (3.775)] [KD 1.880 (1.824)] 2024-10-15 11:29:03,417 - Train: 96.15% [1202850/1251000] [961.5/1000.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000041] [CE 3.871 (3.861)] [KD 1.775 (1.849)] 2024-10-15 11:29:15,889 - Train: 96.16% [1202900/1251000] [961.6/1000.0] [batch_t 0.236 (0.249)] [data_t 0.009] [optim_t 0.227] [lr 0.000041] [CE 3.646 (3.793)] [KD 1.840 (1.802)] 2024-10-15 11:29:28,767 - Train: 96.16% [1202950/1251000] [961.6/1000.0] [batch_t 0.473 (0.257)] [data_t 0.008] [optim_t 0.466] [lr 0.000041] [CE 4.179 (3.861)] [KD 1.921 (1.849)] 2024-10-15 11:29:40,835 - Train: 96.16% [1203000/1251000] [961.6/1000.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.000041] [CE 4.435 (3.910)] [KD 2.340 (1.889)] 2024-10-15 11:29:52,794 - Train: 96.17% [1203050/1251000] [961.7/1000.0] [batch_t 0.214 (0.239)] [data_t 0.008] [optim_t 0.206] [lr 0.000041] [CE 3.911 (3.911)] [KD 1.780 (1.900)] 2024-10-15 11:30:05,632 - Train: 96.17% [1203100/1251000] [961.7/1000.0] [batch_t 0.218 (0.257)] [data_t 0.006] [optim_t 0.212] [lr 0.000041] [CE 4.178 (3.847)] [KD 2.023 (1.841)] 2024-10-15 11:30:17,836 - Train: 96.18% [1203150/1251000] [961.8/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.000041] [CE 3.559 (3.815)] [KD 1.709 (1.828)] 2024-10-15 11:30:29,596 - Train: 96.18% [1203200/1251000] [961.8/1000.0] [batch_t 0.232 (0.235)] [data_t 0.011] [optim_t 0.221] [lr 0.000041] [CE 4.144 (3.903)] [KD 2.053 (1.884)] 2024-10-15 11:30:41,980 - Train: 96.18% [1203250/1251000] [961.8/1000.0] [batch_t 0.218 (0.247)] [data_t 0.009] [optim_t 0.208] [lr 0.000041] [CE 3.824 (3.884)] [KD 1.876 (1.876)] 2024-10-15 11:30:55,054 - Train: 96.19% [1203300/1251000] [961.9/1000.0] [batch_t 0.231 (0.261)] [data_t 0.010] [optim_t 0.221] [lr 0.000041] [CE 3.857 (3.886)] [KD 1.968 (1.878)] 2024-10-15 11:31:07,303 - Train: 96.19% [1203350/1251000] [961.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000041] [CE 4.182 (3.823)] [KD 1.963 (1.828)] 2024-10-15 11:31:19,780 - Train: 96.20% [1203400/1251000] [962.0/1000.0] [batch_t 0.567 (0.249)] [data_t 0.009] [optim_t 0.557] [lr 0.000041] [CE 4.190 (3.850)] [KD 2.042 (1.856)] 2024-10-15 11:31:32,125 - Train: 96.20% [1203450/1251000] [962.0/1000.0] [batch_t 0.214 (0.247)] [data_t 0.009] [optim_t 0.205] [lr 0.000041] [CE 3.928 (3.845)] [KD 1.946 (1.854)] 2024-10-15 11:31:45,266 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.199)] [top1_cnt 40861] [top5_cnt 47866] [top_all 50000] 2024-10-15 11:31:45,266 - net: 81.722 (95.732) 2024-10-15 11:31:54,993 - Test (net_E): 100.00% [50/50] [batch_t 0.212 (0.178)] [top1_cnt 41004] [top5_cnt 47932] [top_all 50000] 2024-10-15 11:31:54,993 - net_E: 82.008 (95.864) 2024-10-15 11:31:55,199 - Max [top1: 81.768 (epoch: 956)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:31:55,200 - ==> Total time: 3 days, 14:53:48 Eta: 3:25:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:32:08,410 - Train: 96.20% [1203500/1251000] [962.0/1000.0] [batch_t 0.238 (0.255)] [data_t 0.006] [optim_t 0.231] [lr 0.000041] [CE 4.173 (3.820)] [KD 1.980 (1.850)] 2024-10-15 11:32:21,026 - Train: 96.21% [1203550/1251000] [962.1/1000.0] [batch_t 0.241 (0.252)] [data_t 0.010] [optim_t 0.231] [lr 0.000041] [CE 4.248 (3.728)] [KD 2.005 (1.791)] 2024-10-15 11:32:33,238 - Train: 96.21% [1203600/1251000] [962.1/1000.0] [batch_t 0.244 (0.244)] [data_t 0.007] [optim_t 0.237] [lr 0.000041] [CE 3.776 (3.855)] [KD 1.750 (1.837)] 2024-10-15 11:32:45,321 - Train: 96.22% [1203650/1251000] [962.2/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000040] [CE 3.932 (3.907)] [KD 1.909 (1.872)] 2024-10-15 11:32:58,122 - Train: 96.22% [1203700/1251000] [962.2/1000.0] [batch_t 0.246 (0.256)] [data_t 0.007] [optim_t 0.239] [lr 0.000040] [CE 4.131 (3.927)] [KD 2.072 (1.879)] 2024-10-15 11:33:10,727 - Train: 96.22% [1203750/1251000] [962.2/1000.0] [batch_t 0.232 (0.252)] [data_t 0.010] [optim_t 0.223] [lr 0.000040] [CE 3.662 (3.931)] [KD 1.856 (1.900)] 2024-10-15 11:33:22,903 - Train: 96.23% [1203800/1251000] [962.3/1000.0] [batch_t 0.225 (0.243)] [data_t 0.010] [optim_t 0.215] [lr 0.000040] [CE 3.969 (3.810)] [KD 1.947 (1.840)] 2024-10-15 11:33:35,156 - Train: 96.23% [1203850/1251000] [962.3/1000.0] [batch_t 0.228 (0.245)] [data_t 0.010] [optim_t 0.218] [lr 0.000040] [CE 4.495 (3.891)] [KD 2.120 (1.871)] 2024-10-15 11:33:47,416 - Train: 96.24% [1203900/1251000] [962.4/1000.0] [batch_t 0.247 (0.245)] [data_t 0.008] [optim_t 0.239] [lr 0.000040] [CE 4.025 (3.881)] [KD 1.892 (1.879)] 2024-10-15 11:33:59,693 - Train: 96.24% [1203950/1251000] [962.4/1000.0] [batch_t 0.226 (0.245)] [data_t 0.010] [optim_t 0.216] [lr 0.000040] [CE 3.703 (3.853)] [KD 1.905 (1.829)] 2024-10-15 11:34:12,145 - Train: 96.24% [1204000/1251000] [962.4/1000.0] [batch_t 0.225 (0.249)] [data_t 0.008] [optim_t 0.216] [lr 0.000040] [CE 3.853 (3.840)] [KD 1.735 (1.836)] 2024-10-15 11:34:24,342 - Train: 96.25% [1204050/1251000] [962.5/1000.0] [batch_t 0.245 (0.244)] [data_t 0.007] [optim_t 0.237] [lr 0.000040] [CE 3.803 (3.901)] [KD 1.841 (1.873)] 2024-10-15 11:34:36,136 - Train: 96.25% [1204100/1251000] [962.5/1000.0] [batch_t 0.235 (0.236)] [data_t 0.011] [optim_t 0.224] [lr 0.000040] [CE 3.759 (3.867)] [KD 1.696 (1.873)] 2024-10-15 11:34:48,526 - Train: 96.25% [1204150/1251000] [962.5/1000.0] [batch_t 0.233 (0.248)] [data_t 0.007] [optim_t 0.226] [lr 0.000040] [CE 3.797 (3.836)] [KD 1.883 (1.840)] 2024-10-15 11:35:00,396 - Train: 96.26% [1204200/1251000] [962.6/1000.0] [batch_t 0.228 (0.237)] [data_t 0.008] [optim_t 0.220] [lr 0.000040] [CE 3.692 (3.820)] [KD 1.860 (1.832)] 2024-10-15 11:35:12,240 - Train: 96.26% [1204250/1251000] [962.6/1000.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.000040] [CE 4.384 (3.959)] [KD 1.941 (1.902)] 2024-10-15 11:35:25,170 - Train: 96.27% [1204300/1251000] [962.7/1000.0] [batch_t 0.417 (0.258)] [data_t 0.010] [optim_t 0.408] [lr 0.000040] [CE 3.912 (3.824)] [KD 2.044 (1.840)] 2024-10-15 11:35:37,207 - Train: 96.27% [1204350/1251000] [962.7/1000.0] [batch_t 0.254 (0.241)] [data_t 0.010] [optim_t 0.244] [lr 0.000040] [CE 4.281 (3.895)] [KD 1.970 (1.866)] 2024-10-15 11:35:49,318 - Train: 96.27% [1204400/1251000] [962.7/1000.0] [batch_t 0.254 (0.242)] [data_t 0.010] [optim_t 0.244] [lr 0.000040] [CE 3.287 (3.793)] [KD 1.563 (1.828)] 2024-10-15 11:36:01,578 - Train: 96.28% [1204450/1251000] [962.8/1000.0] [batch_t 0.246 (0.245)] [data_t 0.010] [optim_t 0.236] [lr 0.000040] [CE 3.903 (3.938)] [KD 1.980 (1.907)] 2024-10-15 11:36:14,040 - Train: 96.28% [1204500/1251000] [962.8/1000.0] [batch_t 0.241 (0.249)] [data_t 0.010] [optim_t 0.231] [lr 0.000040] [CE 4.137 (3.826)] [KD 2.151 (1.832)] 2024-10-15 11:36:26,533 - Train: 96.29% [1204550/1251000] [962.9/1000.0] [batch_t 0.236 (0.250)] [data_t 0.009] [optim_t 0.227] [lr 0.000040] [CE 4.368 (3.897)] [KD 2.024 (1.841)] 2024-10-15 11:36:39,061 - Train: 96.29% [1204600/1251000] [962.9/1000.0] [batch_t 0.239 (0.250)] [data_t 0.007] [optim_t 0.231] [lr 0.000040] [CE 4.008 (3.833)] [KD 1.917 (1.841)] 2024-10-15 11:36:51,150 - Train: 96.29% [1204650/1251000] [962.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.010] [optim_t 0.220] [lr 0.000040] [CE 4.291 (3.861)] [KD 2.038 (1.854)] 2024-10-15 11:37:02,895 - Train: 96.30% [1204700/1251000] [963.0/1000.0] [batch_t 0.227 (0.235)] [data_t 0.007] [optim_t 0.220] [lr 0.000040] [CE 4.012 (3.849)] [KD 1.999 (1.865)] 2024-10-15 11:37:15,189 - Test (net): 100.00% [50/50] [batch_t 0.080 (0.178)] [top1_cnt 40832] [top5_cnt 47871] [top_all 50000] 2024-10-15 11:37:15,189 - net: 81.664 (95.742) 2024-10-15 11:37:24,899 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.178)] [top1_cnt 41002] [top5_cnt 47928] [top_all 50000] 2024-10-15 11:37:24,900 - net_E: 82.004 (95.856) 2024-10-15 11:37:25,103 - Max [top1: 81.768 (epoch: 956)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:37:25,104 - ==> Total time: 3 days, 14:59:17 Eta: 3:20:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:37:38,789 - Train: 96.30% [1204750/1251000] [963.0/1000.0] [batch_t 0.258 (0.276)] [data_t 0.006] [optim_t 0.251] [lr 0.000040] [CE 3.809 (3.739)] [KD 1.840 (1.785)] 2024-10-15 11:37:51,701 - Train: 96.31% [1204800/1251000] [963.1/1000.0] [batch_t 0.241 (0.258)] [data_t 0.010] [optim_t 0.231] [lr 0.000040] [CE 3.708 (3.820)] [KD 1.811 (1.854)] 2024-10-15 11:38:03,620 - Train: 96.31% [1204850/1251000] [963.1/1000.0] [batch_t 0.245 (0.238)] [data_t 0.007] [optim_t 0.238] [lr 0.000040] [CE 3.817 (3.816)] [KD 1.780 (1.826)] 2024-10-15 11:38:15,826 - Train: 96.31% [1204900/1251000] [963.1/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.220] [lr 0.000040] [CE 3.925 (3.847)] [KD 1.890 (1.850)] 2024-10-15 11:38:28,546 - Train: 96.32% [1204950/1251000] [963.2/1000.0] [batch_t 0.473 (0.254)] [data_t 0.007] [optim_t 0.467] [lr 0.000040] [CE 3.818 (3.794)] [KD 1.946 (1.813)] 2024-10-15 11:38:40,639 - Train: 96.32% [1205000/1251000] [963.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000040] [CE 4.620 (3.934)] [KD 2.127 (1.883)] 2024-10-15 11:38:53,162 - Train: 96.33% [1205050/1251000] [963.3/1000.0] [batch_t 0.228 (0.250)] [data_t 0.008] [optim_t 0.220] [lr 0.000040] [CE 4.097 (3.859)] [KD 1.919 (1.864)] 2024-10-15 11:39:05,616 - Train: 96.33% [1205100/1251000] [963.3/1000.0] [batch_t 0.228 (0.249)] [data_t 0.009] [optim_t 0.219] [lr 0.000040] [CE 4.395 (3.800)] [KD 2.100 (1.808)] 2024-10-15 11:39:17,811 - Train: 96.33% [1205150/1251000] [963.3/1000.0] [batch_t 0.245 (0.244)] [data_t 0.008] [optim_t 0.237] [lr 0.000040] [CE 3.044 (3.777)] [KD 1.407 (1.814)] 2024-10-15 11:39:30,072 - Train: 96.34% [1205200/1251000] [963.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.007] [optim_t 0.230] [lr 0.000040] [CE 3.586 (3.836)] [KD 1.803 (1.848)] 2024-10-15 11:39:42,513 - Train: 96.34% [1205250/1251000] [963.4/1000.0] [batch_t 0.249 (0.249)] [data_t 0.007] [optim_t 0.242] [lr 0.000040] [CE 3.696 (3.825)] [KD 1.781 (1.821)] 2024-10-15 11:39:55,171 - Train: 96.35% [1205300/1251000] [963.5/1000.0] [batch_t 0.235 (0.253)] [data_t 0.007] [optim_t 0.228] [lr 0.000040] [CE 4.185 (3.921)] [KD 2.104 (1.883)] 2024-10-15 11:40:07,439 - Train: 96.35% [1205350/1251000] [963.5/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.221] [lr 0.000040] [CE 3.294 (3.863)] [KD 1.608 (1.860)] 2024-10-15 11:40:20,510 - Train: 96.35% [1205400/1251000] [963.5/1000.0] [batch_t 0.239 (0.261)] [data_t 0.009] [optim_t 0.230] [lr 0.000040] [CE 3.499 (3.865)] [KD 1.818 (1.861)] 2024-10-15 11:40:32,812 - Train: 96.36% [1205450/1251000] [963.6/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.230] [lr 0.000040] [CE 3.751 (3.865)] [KD 1.814 (1.835)] 2024-10-15 11:40:45,217 - Train: 96.36% [1205500/1251000] [963.6/1000.0] [batch_t 0.250 (0.248)] [data_t 0.009] [optim_t 0.241] [lr 0.000040] [CE 3.900 (3.827)] [KD 1.845 (1.833)] 2024-10-15 11:40:57,547 - Train: 96.37% [1205550/1251000] [963.7/1000.0] [batch_t 0.260 (0.246)] [data_t 0.008] [optim_t 0.252] [lr 0.000040] [CE 4.196 (3.999)] [KD 1.919 (1.912)] 2024-10-15 11:41:10,237 - Train: 96.37% [1205600/1251000] [963.7/1000.0] [batch_t 0.217 (0.254)] [data_t 0.007] [optim_t 0.210] [lr 0.000040] [CE 4.235 (3.885)] [KD 2.131 (1.881)] 2024-10-15 11:41:22,256 - Train: 96.37% [1205650/1251000] [963.7/1000.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.000040] [CE 4.157 (3.835)] [KD 1.965 (1.858)] 2024-10-15 11:41:34,522 - Train: 96.38% [1205700/1251000] [963.8/1000.0] [batch_t 0.234 (0.245)] [data_t 0.010] [optim_t 0.224] [lr 0.000040] [CE 4.168 (3.785)] [KD 1.916 (1.820)] 2024-10-15 11:41:46,739 - Train: 96.38% [1205750/1251000] [963.8/1000.0] [batch_t 0.253 (0.244)] [data_t 0.007] [optim_t 0.246] [lr 0.000040] [CE 4.032 (3.808)] [KD 1.882 (1.821)] 2024-10-15 11:41:59,134 - Train: 96.39% [1205800/1251000] [963.9/1000.0] [batch_t 0.228 (0.248)] [data_t 0.010] [optim_t 0.218] [lr 0.000040] [CE 3.593 (3.833)] [KD 1.644 (1.845)] 2024-10-15 11:42:11,712 - Train: 96.39% [1205850/1251000] [963.9/1000.0] [batch_t 0.223 (0.251)] [data_t 0.006] [optim_t 0.217] [lr 0.000040] [CE 3.818 (3.869)] [KD 1.894 (1.859)] 2024-10-15 11:42:23,893 - Train: 96.39% [1205900/1251000] [963.9/1000.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.000040] [CE 3.748 (3.878)] [KD 1.702 (1.860)] 2024-10-15 11:42:36,535 - Train: 96.40% [1205950/1251000] [964.0/1000.0] [batch_t 0.228 (0.253)] [data_t 0.008] [optim_t 0.220] [lr 0.000039] [CE 4.194 (3.822)] [KD 1.880 (1.829)] 2024-10-15 11:42:48,685 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.167)] [top1_cnt 40853] [top5_cnt 47888] [top_all 50000] 2024-10-15 11:42:48,685 - net: 81.706 (95.776) 2024-10-15 11:42:58,182 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.174)] [top1_cnt 40985] [top5_cnt 47937] [top_all 50000] 2024-10-15 11:42:58,183 - net_E: 81.970 (95.874) 2024-10-15 11:42:58,359 - Max [top1: 81.768 (epoch: 956)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:42:58,360 - ==> Total time: 3 days, 15:04:51 Eta: 3:15:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:43:10,945 - Train: 96.40% [1206000/1251000] [964.0/1000.0] [batch_t 0.236 (0.271)] [data_t 0.010] [optim_t 0.226] [lr 0.000039] [CE 3.980 (3.838)] [KD 1.948 (1.834)] 2024-10-15 11:43:23,684 - Train: 96.41% [1206050/1251000] [964.1/1000.0] [batch_t 0.242 (0.255)] [data_t 0.007] [optim_t 0.236] [lr 0.000039] [CE 3.305 (3.845)] [KD 1.473 (1.847)] 2024-10-15 11:43:35,683 - Train: 96.41% [1206100/1251000] [964.1/1000.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.000039] [CE 4.062 (3.838)] [KD 2.025 (1.834)] 2024-10-15 11:43:47,935 - Train: 96.41% [1206150/1251000] [964.1/1000.0] [batch_t 0.231 (0.245)] [data_t 0.007] [optim_t 0.224] [lr 0.000039] [CE 3.984 (3.883)] [KD 1.810 (1.855)] 2024-10-15 11:43:59,890 - Train: 96.42% [1206200/1251000] [964.2/1000.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000039] [CE 4.032 (3.847)] [KD 1.986 (1.852)] 2024-10-15 11:44:12,701 - Train: 96.42% [1206250/1251000] [964.2/1000.0] [batch_t 0.218 (0.256)] [data_t 0.008] [optim_t 0.210] [lr 0.000039] [CE 3.487 (3.873)] [KD 1.705 (1.870)] 2024-10-15 11:44:24,580 - Train: 96.43% [1206300/1251000] [964.3/1000.0] [batch_t 0.224 (0.237)] [data_t 0.006] [optim_t 0.217] [lr 0.000039] [CE 4.174 (3.762)] [KD 2.100 (1.802)] 2024-10-15 11:44:37,219 - Train: 96.43% [1206350/1251000] [964.3/1000.0] [batch_t 0.247 (0.253)] [data_t 0.009] [optim_t 0.238] [lr 0.000039] [CE 3.904 (3.874)] [KD 1.903 (1.849)] 2024-10-15 11:44:49,618 - Train: 96.43% [1206400/1251000] [964.3/1000.0] [batch_t 0.238 (0.248)] [data_t 0.008] [optim_t 0.230] [lr 0.000039] [CE 4.027 (3.836)] [KD 1.955 (1.842)] 2024-10-15 11:45:01,787 - Train: 96.44% [1206450/1251000] [964.4/1000.0] [batch_t 0.247 (0.243)] [data_t 0.006] [optim_t 0.241] [lr 0.000039] [CE 3.717 (3.807)] [KD 1.723 (1.811)] 2024-10-15 11:45:14,066 - Train: 96.44% [1206500/1251000] [964.4/1000.0] [batch_t 0.242 (0.245)] [data_t 0.010] [optim_t 0.233] [lr 0.000039] [CE 3.791 (3.778)] [KD 1.817 (1.836)] 2024-10-15 11:45:26,581 - Train: 96.45% [1206550/1251000] [964.5/1000.0] [batch_t 0.244 (0.250)] [data_t 0.007] [optim_t 0.237] [lr 0.000039] [CE 3.891 (3.898)] [KD 1.877 (1.868)] 2024-10-15 11:45:39,106 - Train: 96.45% [1206600/1251000] [964.5/1000.0] [batch_t 0.228 (0.250)] [data_t 0.008] [optim_t 0.220] [lr 0.000039] [CE 3.541 (3.857)] [KD 1.739 (1.842)] 2024-10-15 11:45:51,530 - Train: 96.45% [1206650/1251000] [964.5/1000.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000039] [CE 4.249 (3.852)] [KD 1.877 (1.838)] 2024-10-15 11:46:03,482 - Train: 96.46% [1206700/1251000] [964.6/1000.0] [batch_t 0.251 (0.239)] [data_t 0.007] [optim_t 0.244] [lr 0.000039] [CE 3.990 (3.847)] [KD 1.902 (1.839)] 2024-10-15 11:46:15,855 - Train: 96.46% [1206750/1251000] [964.6/1000.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000039] [CE 3.650 (3.788)] [KD 1.708 (1.814)] 2024-10-15 11:46:28,446 - Train: 96.47% [1206800/1251000] [964.7/1000.0] [batch_t 0.454 (0.252)] [data_t 0.008] [optim_t 0.446] [lr 0.000039] [CE 3.758 (3.880)] [KD 1.760 (1.853)] 2024-10-15 11:46:40,686 - Train: 96.47% [1206850/1251000] [964.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000039] [CE 3.541 (3.791)] [KD 1.752 (1.825)] 2024-10-15 11:46:53,482 - Train: 96.47% [1206900/1251000] [964.7/1000.0] [batch_t 0.453 (0.256)] [data_t 0.008] [optim_t 0.445] [lr 0.000039] [CE 3.936 (3.802)] [KD 1.882 (1.810)] 2024-10-15 11:47:05,919 - Train: 96.48% [1206950/1251000] [964.8/1000.0] [batch_t 0.238 (0.249)] [data_t 0.009] [optim_t 0.229] [lr 0.000039] [CE 3.964 (3.804)] [KD 1.989 (1.838)] 2024-10-15 11:47:18,204 - Train: 96.48% [1207000/1251000] [964.8/1000.0] [batch_t 0.248 (0.246)] [data_t 0.011] [optim_t 0.237] [lr 0.000039] [CE 4.402 (3.800)] [KD 2.078 (1.821)] 2024-10-15 11:47:30,939 - Train: 96.49% [1207050/1251000] [964.9/1000.0] [batch_t 0.243 (0.254)] [data_t 0.010] [optim_t 0.233] [lr 0.000039] [CE 3.650 (3.825)] [KD 1.732 (1.845)] 2024-10-15 11:47:43,273 - Train: 96.49% [1207100/1251000] [964.9/1000.0] [batch_t 0.232 (0.246)] [data_t 0.011] [optim_t 0.222] [lr 0.000039] [CE 3.309 (3.851)] [KD 1.579 (1.833)] 2024-10-15 11:47:55,927 - Train: 96.49% [1207150/1251000] [964.9/1000.0] [batch_t 0.263 (0.253)] [data_t 0.011] [optim_t 0.251] [lr 0.000039] [CE 3.591 (3.858)] [KD 1.771 (1.859)] 2024-10-15 11:48:08,703 - Train: 96.50% [1207200/1251000] [965.0/1000.0] [batch_t 0.263 (0.255)] [data_t 0.022] [optim_t 0.241] [lr 0.000039] [CE 4.054 (3.804)] [KD 1.960 (1.810)] 2024-10-15 11:48:22,101 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.186)] [top1_cnt 40893] [top5_cnt 47891] [top_all 50000] 2024-10-15 11:48:22,102 - net: 81.786 (95.782) 2024-10-15 11:48:31,611 - Test (net_E): 100.00% [50/50] [batch_t 0.347 (0.174)] [top1_cnt 41018] [top5_cnt 47922] [top_all 50000] 2024-10-15 11:48:31,612 - net_E: 82.036 (95.844) 2024-10-15 11:48:31,825 - Max [top1: 81.786 (epoch: 965)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:48:31,826 - ==> Total time: 3 days, 15:10:24 Eta: 3:09:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:48:52,291 - Train: 96.50% [1207250/1251000] [965.0/1000.0] [batch_t 0.245 (0.258)] [data_t 0.010] [optim_t 0.235] [lr 0.000039] [CE 3.566 (3.754)] [KD 1.616 (1.814)] 2024-10-15 11:49:04,802 - Train: 96.51% [1207300/1251000] [965.1/1000.0] [batch_t 0.229 (0.250)] [data_t 0.011] [optim_t 0.218] [lr 0.000039] [CE 4.098 (3.784)] [KD 2.006 (1.810)] 2024-10-15 11:49:17,493 - Train: 96.51% [1207350/1251000] [965.1/1000.0] [batch_t 0.250 (0.254)] [data_t 0.007] [optim_t 0.244] [lr 0.000039] [CE 3.587 (3.835)] [KD 1.585 (1.833)] 2024-10-15 11:49:29,718 - Train: 96.51% [1207400/1251000] [965.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000039] [CE 3.993 (3.841)] [KD 1.942 (1.847)] 2024-10-15 11:49:41,926 - Train: 96.52% [1207450/1251000] [965.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.000039] [CE 4.126 (3.867)] [KD 2.070 (1.861)] 2024-10-15 11:49:54,208 - Train: 96.52% [1207500/1251000] [965.2/1000.0] [batch_t 0.239 (0.245)] [data_t 0.007] [optim_t 0.232] [lr 0.000039] [CE 3.940 (3.863)] [KD 1.970 (1.850)] 2024-10-15 11:50:06,928 - Train: 96.53% [1207550/1251000] [965.3/1000.0] [batch_t 0.244 (0.254)] [data_t 0.007] [optim_t 0.237] [lr 0.000039] [CE 3.832 (3.854)] [KD 1.790 (1.841)] 2024-10-15 11:50:19,031 - Train: 96.53% [1207600/1251000] [965.3/1000.0] [batch_t 0.426 (0.242)] [data_t 0.010] [optim_t 0.416] [lr 0.000039] [CE 4.074 (3.863)] [KD 1.966 (1.839)] 2024-10-15 11:50:31,344 - Train: 96.53% [1207650/1251000] [965.3/1000.0] [batch_t 0.246 (0.246)] [data_t 0.008] [optim_t 0.238] [lr 0.000039] [CE 3.439 (3.872)] [KD 1.737 (1.857)] 2024-10-15 11:50:43,480 - Train: 96.54% [1207700/1251000] [965.4/1000.0] [batch_t 0.240 (0.243)] [data_t 0.011] [optim_t 0.229] [lr 0.000039] [CE 3.645 (3.842)] [KD 1.780 (1.851)] 2024-10-15 11:50:55,895 - Train: 96.54% [1207750/1251000] [965.4/1000.0] [batch_t 0.239 (0.248)] [data_t 0.007] [optim_t 0.233] [lr 0.000039] [CE 3.635 (3.829)] [KD 1.729 (1.821)] 2024-10-15 11:51:08,440 - Train: 96.55% [1207800/1251000] [965.5/1000.0] [batch_t 0.237 (0.251)] [data_t 0.007] [optim_t 0.231] [lr 0.000039] [CE 3.786 (3.863)] [KD 1.770 (1.857)] 2024-10-15 11:51:21,037 - Train: 96.55% [1207850/1251000] [965.5/1000.0] [batch_t 0.238 (0.252)] [data_t 0.010] [optim_t 0.228] [lr 0.000039] [CE 4.005 (3.879)] [KD 1.984 (1.872)] 2024-10-15 11:51:33,124 - Train: 96.55% [1207900/1251000] [965.5/1000.0] [batch_t 0.217 (0.242)] [data_t 0.007] [optim_t 0.210] [lr 0.000039] [CE 4.001 (3.809)] [KD 2.008 (1.818)] 2024-10-15 11:51:45,958 - Train: 96.56% [1207950/1251000] [965.6/1000.0] [batch_t 0.436 (0.257)] [data_t 0.011] [optim_t 0.424] [lr 0.000039] [CE 3.822 (3.813)] [KD 1.739 (1.823)] 2024-10-15 11:51:58,104 - Train: 96.56% [1208000/1251000] [965.6/1000.0] [batch_t 0.225 (0.243)] [data_t 0.009] [optim_t 0.216] [lr 0.000039] [CE 3.908 (3.828)] [KD 1.799 (1.834)] 2024-10-15 11:52:10,084 - Train: 96.57% [1208050/1251000] [965.7/1000.0] [batch_t 0.242 (0.239)] [data_t 0.007] [optim_t 0.235] [lr 0.000039] [CE 4.569 (3.914)] [KD 2.138 (1.871)] 2024-10-15 11:52:22,734 - Train: 96.57% [1208100/1251000] [965.7/1000.0] [batch_t 0.235 (0.253)] [data_t 0.006] [optim_t 0.229] [lr 0.000039] [CE 3.679 (3.911)] [KD 1.725 (1.878)] 2024-10-15 11:52:35,247 - Train: 96.57% [1208150/1251000] [965.7/1000.0] [batch_t 0.245 (0.250)] [data_t 0.008] [optim_t 0.237] [lr 0.000039] [CE 3.467 (3.823)] [KD 1.573 (1.822)] 2024-10-15 11:52:47,773 - Train: 96.58% [1208200/1251000] [965.8/1000.0] [batch_t 0.249 (0.250)] [data_t 0.007] [optim_t 0.242] [lr 0.000039] [CE 3.162 (3.856)] [KD 1.489 (1.843)] 2024-10-15 11:52:59,964 - Train: 96.58% [1208250/1251000] [965.8/1000.0] [batch_t 0.243 (0.244)] [data_t 0.010] [optim_t 0.233] [lr 0.000039] [CE 3.565 (3.846)] [KD 1.727 (1.857)] 2024-10-15 11:53:12,530 - Train: 96.59% [1208300/1251000] [965.9/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000039] [CE 4.076 (3.849)] [KD 1.982 (1.855)] 2024-10-15 11:53:25,027 - Train: 96.59% [1208350/1251000] [965.9/1000.0] [batch_t 0.250 (0.250)] [data_t 0.007] [optim_t 0.243] [lr 0.000039] [CE 3.306 (3.811)] [KD 1.720 (1.824)] 2024-10-15 11:53:37,781 - Train: 96.59% [1208400/1251000] [965.9/1000.0] [batch_t 0.245 (0.255)] [data_t 0.010] [optim_t 0.235] [lr 0.000038] [CE 3.640 (3.825)] [KD 1.691 (1.816)] 2024-10-15 11:53:49,970 - Train: 96.60% [1208450/1251000] [966.0/1000.0] [batch_t 0.231 (0.244)] [data_t 0.007] [optim_t 0.224] [lr 0.000038] [CE 3.699 (3.828)] [KD 1.800 (1.855)] 2024-10-15 11:54:02,411 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 40898] [top5_cnt 47889] [top_all 50000] 2024-10-15 11:54:02,412 - net: 81.796 (95.778) 2024-10-15 11:54:11,565 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.166)] [top1_cnt 41004] [top5_cnt 47930] [top_all 50000] 2024-10-15 11:54:11,566 - net_E: 82.008 (95.860) 2024-10-15 11:54:11,778 - Max [top1: 81.796 (epoch: 966)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:54:11,779 - ==> Total time: 3 days, 15:16:04 Eta: 3:04:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 11:54:32,620 - Train: 96.60% [1208500/1251000] [966.0/1000.0] [batch_t 0.243 (0.264)] [data_t 0.007] [optim_t 0.237] [lr 0.000038] [CE 4.183 (3.845)] [KD 2.018 (1.842)] 2024-10-15 11:54:45,290 - Train: 96.61% [1208550/1251000] [966.1/1000.0] [batch_t 0.235 (0.253)] [data_t 0.007] [optim_t 0.228] [lr 0.000038] [CE 4.094 (3.831)] [KD 2.008 (1.834)] 2024-10-15 11:54:57,687 - Train: 96.61% [1208600/1251000] [966.1/1000.0] [batch_t 0.229 (0.248)] [data_t 0.007] [optim_t 0.222] [lr 0.000038] [CE 3.563 (3.848)] [KD 1.786 (1.831)] 2024-10-15 11:55:09,350 - Train: 96.61% [1208650/1251000] [966.1/1000.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.000038] [CE 3.870 (3.885)] [KD 2.082 (1.858)] 2024-10-15 11:55:21,657 - Train: 96.62% [1208700/1251000] [966.2/1000.0] [batch_t 0.232 (0.246)] [data_t 0.006] [optim_t 0.226] [lr 0.000038] [CE 3.535 (3.825)] [KD 1.837 (1.820)] 2024-10-15 11:55:33,778 - Train: 96.62% [1208750/1251000] [966.2/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.000038] [CE 3.692 (3.837)] [KD 1.715 (1.830)] 2024-10-15 11:55:45,892 - Train: 96.63% [1208800/1251000] [966.3/1000.0] [batch_t 0.244 (0.242)] [data_t 0.008] [optim_t 0.236] [lr 0.000038] [CE 4.098 (3.889)] [KD 2.110 (1.879)] 2024-10-15 11:55:58,062 - Train: 96.63% [1208850/1251000] [966.3/1000.0] [batch_t 0.439 (0.243)] [data_t 0.007] [optim_t 0.432] [lr 0.000038] [CE 4.161 (3.847)] [KD 2.014 (1.843)] 2024-10-15 11:56:10,184 - Train: 96.63% [1208900/1251000] [966.3/1000.0] [batch_t 0.220 (0.242)] [data_t 0.008] [optim_t 0.212] [lr 0.000038] [CE 4.095 (3.854)] [KD 1.933 (1.838)] 2024-10-15 11:56:22,060 - Train: 96.64% [1208950/1251000] [966.4/1000.0] [batch_t 0.234 (0.237)] [data_t 0.008] [optim_t 0.225] [lr 0.000038] [CE 3.805 (3.819)] [KD 1.867 (1.826)] 2024-10-15 11:56:34,399 - Train: 96.64% [1209000/1251000] [966.4/1000.0] [batch_t 0.239 (0.247)] [data_t 0.010] [optim_t 0.229] [lr 0.000038] [CE 4.095 (3.798)] [KD 1.981 (1.838)] 2024-10-15 11:56:46,321 - Train: 96.65% [1209050/1251000] [966.5/1000.0] [batch_t 0.442 (0.238)] [data_t 0.008] [optim_t 0.434] [lr 0.000038] [CE 3.586 (3.822)] [KD 1.722 (1.827)] 2024-10-15 11:56:58,026 - Train: 96.65% [1209100/1251000] [966.5/1000.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.000038] [CE 4.088 (3.891)] [KD 1.894 (1.833)] 2024-10-15 11:57:10,307 - Train: 96.65% [1209150/1251000] [966.5/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.000038] [CE 3.988 (3.862)] [KD 1.932 (1.861)] 2024-10-15 11:57:22,545 - Train: 96.66% [1209200/1251000] [966.6/1000.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.000038] [CE 4.065 (3.893)] [KD 1.920 (1.859)] 2024-10-15 11:57:34,300 - Train: 96.66% [1209250/1251000] [966.6/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.000038] [CE 3.875 (3.914)] [KD 1.791 (1.880)] 2024-10-15 11:57:46,576 - Train: 96.67% [1209300/1251000] [966.7/1000.0] [batch_t 0.222 (0.245)] [data_t 0.010] [optim_t 0.212] [lr 0.000038] [CE 3.988 (3.867)] [KD 1.936 (1.849)] 2024-10-15 11:57:58,347 - Train: 96.67% [1209350/1251000] [966.7/1000.0] [batch_t 0.219 (0.235)] [data_t 0.010] [optim_t 0.210] [lr 0.000038] [CE 3.968 (3.802)] [KD 1.715 (1.824)] 2024-10-15 11:58:10,608 - Train: 96.67% [1209400/1251000] [966.7/1000.0] [batch_t 0.251 (0.245)] [data_t 0.010] [optim_t 0.242] [lr 0.000038] [CE 3.605 (3.828)] [KD 1.669 (1.838)] 2024-10-15 11:58:22,729 - Train: 96.68% [1209450/1251000] [966.8/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000038] [CE 3.819 (3.835)] [KD 1.824 (1.834)] 2024-10-15 11:58:34,691 - Train: 96.68% [1209500/1251000] [966.8/1000.0] [batch_t 0.225 (0.239)] [data_t 0.010] [optim_t 0.215] [lr 0.000038] [CE 4.252 (3.883)] [KD 2.050 (1.872)] 2024-10-15 11:58:46,638 - Train: 96.69% [1209550/1251000] [966.9/1000.0] [batch_t 0.232 (0.239)] [data_t 0.007] [optim_t 0.225] [lr 0.000038] [CE 3.802 (3.867)] [KD 1.729 (1.848)] 2024-10-15 11:58:58,732 - Train: 96.69% [1209600/1251000] [966.9/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.000038] [CE 3.405 (3.786)] [KD 1.684 (1.816)] 2024-10-15 11:59:10,728 - Train: 96.69% [1209650/1251000] [966.9/1000.0] [batch_t 0.225 (0.240)] [data_t 0.008] [optim_t 0.217] [lr 0.000038] [CE 3.431 (3.890)] [KD 1.693 (1.863)] 2024-10-15 11:59:22,652 - Train: 96.70% [1209700/1251000] [967.0/1000.0] [batch_t 0.228 (0.238)] [data_t 0.007] [optim_t 0.221] [lr 0.000038] [CE 3.734 (3.858)] [KD 1.796 (1.837)] 2024-10-15 11:59:35,228 - Test (net): 100.00% [50/50] [batch_t 0.431 (0.166)] [top1_cnt 40941] [top5_cnt 47899] [top_all 50000] 2024-10-15 11:59:35,229 - net: 81.882 (95.798) 2024-10-15 11:59:45,093 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.181)] [top1_cnt 41008] [top5_cnt 47930] [top_all 50000] 2024-10-15 11:59:45,094 - net_E: 82.016 (95.860) 2024-10-15 11:59:45,312 - Max [top1: 81.882 (epoch: 967)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 11:59:45,313 - ==> Total time: 3 days, 15:21:38 Eta: 2:58:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:00:05,811 - Train: 96.70% [1209750/1251000] [967.0/1000.0] [batch_t 0.248 (0.260)] [data_t 0.009] [optim_t 0.239] [lr 0.000038] [CE 3.497 (3.805)] [KD 1.596 (1.840)] 2024-10-15 12:00:18,503 - Train: 96.71% [1209800/1251000] [967.1/1000.0] [batch_t 0.227 (0.254)] [data_t 0.009] [optim_t 0.218] [lr 0.000038] [CE 3.473 (3.835)] [KD 1.720 (1.833)] 2024-10-15 12:00:30,439 - Train: 96.71% [1209850/1251000] [967.1/1000.0] [batch_t 0.236 (0.239)] [data_t 0.010] [optim_t 0.226] [lr 0.000038] [CE 4.192 (3.846)] [KD 2.080 (1.824)] 2024-10-15 12:00:42,462 - Train: 96.71% [1209900/1251000] [967.1/1000.0] [batch_t 0.222 (0.240)] [data_t 0.007] [optim_t 0.215] [lr 0.000038] [CE 3.798 (3.819)] [KD 1.777 (1.824)] 2024-10-15 12:00:54,840 - Train: 96.72% [1209950/1251000] [967.2/1000.0] [batch_t 0.245 (0.247)] [data_t 0.011] [optim_t 0.234] [lr 0.000038] [CE 3.755 (3.839)] [KD 1.719 (1.837)] 2024-10-15 12:01:06,699 - Train: 96.72% [1210000/1251000] [967.2/1000.0] [batch_t 0.252 (0.237)] [data_t 0.010] [optim_t 0.242] [lr 0.000038] [CE 3.578 (3.793)] [KD 1.566 (1.801)] 2024-10-15 12:01:18,544 - Train: 96.73% [1210050/1251000] [967.3/1000.0] [batch_t 0.244 (0.237)] [data_t 0.010] [optim_t 0.234] [lr 0.000038] [CE 3.892 (3.763)] [KD 1.917 (1.793)] 2024-10-15 12:01:30,526 - Train: 96.73% [1210100/1251000] [967.3/1000.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.000038] [CE 3.840 (3.837)] [KD 1.859 (1.822)] 2024-10-15 12:01:42,767 - Train: 96.73% [1210150/1251000] [967.3/1000.0] [batch_t 0.227 (0.245)] [data_t 0.008] [optim_t 0.219] [lr 0.000038] [CE 3.850 (3.890)] [KD 1.902 (1.876)] 2024-10-15 12:01:54,532 - Train: 96.74% [1210200/1251000] [967.4/1000.0] [batch_t 0.231 (0.235)] [data_t 0.007] [optim_t 0.224] [lr 0.000038] [CE 4.010 (3.842)] [KD 1.886 (1.834)] 2024-10-15 12:02:06,359 - Train: 96.74% [1210250/1251000] [967.4/1000.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.000038] [CE 3.823 (3.870)] [KD 1.945 (1.852)] 2024-10-15 12:02:18,526 - Train: 96.75% [1210300/1251000] [967.5/1000.0] [batch_t 0.241 (0.243)] [data_t 0.010] [optim_t 0.231] [lr 0.000038] [CE 3.682 (3.820)] [KD 1.583 (1.812)] 2024-10-15 12:02:30,480 - Train: 96.75% [1210350/1251000] [967.5/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.000038] [CE 4.352 (3.846)] [KD 2.045 (1.819)] 2024-10-15 12:02:42,230 - Train: 96.75% [1210400/1251000] [967.5/1000.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000038] [CE 4.046 (3.891)] [KD 1.901 (1.859)] 2024-10-15 12:02:54,508 - Train: 96.76% [1210450/1251000] [967.6/1000.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.236] [lr 0.000038] [CE 3.784 (3.804)] [KD 1.768 (1.818)] 2024-10-15 12:03:06,570 - Train: 96.76% [1210500/1251000] [967.6/1000.0] [batch_t 0.243 (0.241)] [data_t 0.010] [optim_t 0.233] [lr 0.000038] [CE 4.417 (3.911)] [KD 2.033 (1.871)] 2024-10-15 12:03:18,623 - Train: 96.77% [1210550/1251000] [967.7/1000.0] [batch_t 0.228 (0.241)] [data_t 0.010] [optim_t 0.219] [lr 0.000038] [CE 3.323 (3.839)] [KD 1.663 (1.835)] 2024-10-15 12:03:30,670 - Train: 96.77% [1210600/1251000] [967.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.010] [optim_t 0.222] [lr 0.000038] [CE 3.433 (3.880)] [KD 1.620 (1.847)] 2024-10-15 12:03:42,405 - Train: 96.77% [1210650/1251000] [967.7/1000.0] [batch_t 0.239 (0.235)] [data_t 0.008] [optim_t 0.231] [lr 0.000038] [CE 3.912 (3.734)] [KD 1.952 (1.787)] 2024-10-15 12:03:54,268 - Train: 96.78% [1210700/1251000] [967.8/1000.0] [batch_t 0.224 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.000038] [CE 3.982 (3.840)] [KD 1.841 (1.826)] 2024-10-15 12:04:06,206 - Train: 96.78% [1210750/1251000] [967.8/1000.0] [batch_t 0.240 (0.239)] [data_t 0.008] [optim_t 0.232] [lr 0.000038] [CE 3.138 (3.825)] [KD 1.505 (1.840)] 2024-10-15 12:04:18,226 - Train: 96.79% [1210800/1251000] [967.9/1000.0] [batch_t 0.212 (0.240)] [data_t 0.008] [optim_t 0.205] [lr 0.000038] [CE 3.880 (3.867)] [KD 1.720 (1.832)] 2024-10-15 12:04:30,094 - Train: 96.79% [1210850/1251000] [967.9/1000.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.000038] [CE 3.810 (3.839)] [KD 1.831 (1.812)] 2024-10-15 12:04:42,263 - Train: 96.79% [1210900/1251000] [967.9/1000.0] [batch_t 0.236 (0.243)] [data_t 0.008] [optim_t 0.228] [lr 0.000038] [CE 3.686 (3.886)] [KD 1.719 (1.857)] 2024-10-15 12:04:54,474 - Train: 96.80% [1210950/1251000] [968.0/1000.0] [batch_t 0.217 (0.244)] [data_t 0.007] [optim_t 0.211] [lr 0.000038] [CE 2.953 (3.859)] [KD 1.448 (1.847)] 2024-10-15 12:05:08,031 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.183)] [top1_cnt 40908] [top5_cnt 47909] [top_all 50000] 2024-10-15 12:05:08,032 - net: 81.816 (95.818) 2024-10-15 12:05:17,718 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.177)] [top1_cnt 41023] [top5_cnt 47934] [top_all 50000] 2024-10-15 12:05:17,719 - net_E: 82.046 (95.868) 2024-10-15 12:05:17,957 - Max [top1: 81.882 (epoch: 967)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 12:05:17,957 - ==> Total time: 3 days, 15:27:10 Eta: 2:53:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:05:29,378 - Train: 96.80% [1211000/1251000] [968.0/1000.0] [batch_t 0.238 (0.255)] [data_t 0.010] [optim_t 0.228] [lr 0.000037] [CE 4.163 (3.842)] [KD 1.884 (1.834)] 2024-10-15 12:05:41,792 - Train: 96.81% [1211050/1251000] [968.1/1000.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.237] [lr 0.000037] [CE 3.824 (3.863)] [KD 1.764 (1.834)] 2024-10-15 12:05:54,305 - Train: 96.81% [1211100/1251000] [968.1/1000.0] [batch_t 0.245 (0.250)] [data_t 0.008] [optim_t 0.237] [lr 0.000037] [CE 3.699 (3.838)] [KD 1.835 (1.821)] 2024-10-15 12:06:06,402 - Train: 96.81% [1211150/1251000] [968.1/1000.0] [batch_t 0.245 (0.242)] [data_t 0.007] [optim_t 0.238] [lr 0.000037] [CE 4.439 (3.846)] [KD 2.001 (1.827)] 2024-10-15 12:06:18,637 - Train: 96.82% [1211200/1251000] [968.2/1000.0] [batch_t 0.241 (0.244)] [data_t 0.008] [optim_t 0.233] [lr 0.000037] [CE 4.123 (3.812)] [KD 2.017 (1.819)] 2024-10-15 12:06:31,019 - Train: 96.82% [1211250/1251000] [968.2/1000.0] [batch_t 0.230 (0.247)] [data_t 0.010] [optim_t 0.220] [lr 0.000037] [CE 3.198 (3.792)] [KD 1.474 (1.805)] 2024-10-15 12:06:43,264 - Train: 96.83% [1211300/1251000] [968.3/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 3.372 (3.764)] [KD 1.579 (1.808)] 2024-10-15 12:06:55,543 - Train: 96.83% [1211350/1251000] [968.3/1000.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000037] [CE 4.324 (3.873)] [KD 2.062 (1.847)] 2024-10-15 12:07:07,375 - Train: 96.83% [1211400/1251000] [968.3/1000.0] [batch_t 0.241 (0.236)] [data_t 0.010] [optim_t 0.232] [lr 0.000037] [CE 3.991 (3.809)] [KD 1.859 (1.832)] 2024-10-15 12:07:19,625 - Train: 96.84% [1211450/1251000] [968.4/1000.0] [batch_t 0.228 (0.245)] [data_t 0.007] [optim_t 0.221] [lr 0.000037] [CE 4.175 (3.867)] [KD 2.036 (1.860)] 2024-10-15 12:07:32,363 - Train: 96.84% [1211500/1251000] [968.4/1000.0] [batch_t 0.241 (0.255)] [data_t 0.007] [optim_t 0.234] [lr 0.000037] [CE 3.943 (3.794)] [KD 1.923 (1.837)] 2024-10-15 12:07:44,455 - Train: 96.85% [1211550/1251000] [968.5/1000.0] [batch_t 0.232 (0.242)] [data_t 0.010] [optim_t 0.222] [lr 0.000037] [CE 3.880 (3.745)] [KD 1.919 (1.790)] 2024-10-15 12:07:56,455 - Train: 96.85% [1211600/1251000] [968.5/1000.0] [batch_t 0.228 (0.240)] [data_t 0.007] [optim_t 0.221] [lr 0.000037] [CE 3.565 (3.889)] [KD 1.647 (1.848)] 2024-10-15 12:08:08,973 - Train: 96.85% [1211650/1251000] [968.5/1000.0] [batch_t 0.218 (0.250)] [data_t 0.009] [optim_t 0.209] [lr 0.000037] [CE 3.811 (3.872)] [KD 1.829 (1.852)] 2024-10-15 12:08:21,103 - Train: 96.86% [1211700/1251000] [968.6/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.222] [lr 0.000037] [CE 4.047 (3.889)] [KD 1.859 (1.866)] 2024-10-15 12:08:32,875 - Train: 96.86% [1211750/1251000] [968.6/1000.0] [batch_t 0.223 (0.235)] [data_t 0.010] [optim_t 0.213] [lr 0.000037] [CE 4.147 (3.869)] [KD 1.989 (1.838)] 2024-10-15 12:08:44,938 - Train: 96.87% [1211800/1251000] [968.7/1000.0] [batch_t 0.231 (0.241)] [data_t 0.008] [optim_t 0.223] [lr 0.000037] [CE 3.716 (3.792)] [KD 1.689 (1.813)] 2024-10-15 12:08:57,431 - Train: 96.87% [1211850/1251000] [968.7/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.219] [lr 0.000037] [CE 3.763 (3.834)] [KD 1.863 (1.837)] 2024-10-15 12:09:09,764 - Train: 96.87% [1211900/1251000] [968.7/1000.0] [batch_t 0.235 (0.246)] [data_t 0.010] [optim_t 0.225] [lr 0.000037] [CE 4.183 (3.877)] [KD 2.051 (1.837)] 2024-10-15 12:09:22,159 - Train: 96.88% [1211950/1251000] [968.8/1000.0] [batch_t 0.244 (0.248)] [data_t 0.009] [optim_t 0.236] [lr 0.000037] [CE 3.806 (3.864)] [KD 1.844 (1.836)] 2024-10-15 12:09:34,344 - Train: 96.88% [1212000/1251000] [968.8/1000.0] [batch_t 0.241 (0.243)] [data_t 0.010] [optim_t 0.231] [lr 0.000037] [CE 3.426 (3.868)] [KD 1.672 (1.847)] 2024-10-15 12:09:46,776 - Train: 96.89% [1212050/1251000] [968.9/1000.0] [batch_t 0.243 (0.248)] [data_t 0.006] [optim_t 0.236] [lr 0.000037] [CE 4.224 (3.884)] [KD 2.028 (1.844)] 2024-10-15 12:09:59,650 - Train: 96.89% [1212100/1251000] [968.9/1000.0] [batch_t 0.539 (0.257)] [data_t 0.009] [optim_t 0.530] [lr 0.000037] [CE 3.503 (3.768)] [KD 1.533 (1.797)] 2024-10-15 12:10:12,079 - Train: 96.89% [1212150/1251000] [968.9/1000.0] [batch_t 0.241 (0.248)] [data_t 0.007] [optim_t 0.234] [lr 0.000037] [CE 4.429 (3.888)] [KD 2.133 (1.846)] 2024-10-15 12:10:24,073 - Train: 96.90% [1212200/1251000] [969.0/1000.0] [batch_t 0.236 (0.240)] [data_t 0.008] [optim_t 0.228] [lr 0.000037] [CE 3.990 (3.869)] [KD 2.054 (1.836)] 2024-10-15 12:10:36,834 - Test (net): 100.00% [50/50] [batch_t 0.041 (0.157)] [top1_cnt 40925] [top5_cnt 47867] [top_all 50000] 2024-10-15 12:10:36,835 - net: 81.850 (95.734) 2024-10-15 12:10:46,088 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 41046] [top5_cnt 47941] [top_all 50000] 2024-10-15 12:10:46,089 - net_E: 82.092 (95.882) 2024-10-15 12:10:46,283 - Max [top1: 81.882 (epoch: 967)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 12:10:46,283 - ==> Total time: 3 days, 15:32:39 Eta: 2:48:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:10:57,598 - Train: 96.90% [1212250/1251000] [969.0/1000.0] [batch_t 0.246 (0.261)] [data_t 0.007] [optim_t 0.239] [lr 0.000037] [CE 3.801 (3.887)] [KD 1.742 (1.851)] 2024-10-15 12:11:10,062 - Train: 96.91% [1212300/1251000] [969.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.230] [lr 0.000037] [CE 4.135 (3.837)] [KD 1.951 (1.842)] 2024-10-15 12:11:22,387 - Train: 96.91% [1212350/1251000] [969.1/1000.0] [batch_t 0.491 (0.246)] [data_t 0.008] [optim_t 0.483] [lr 0.000037] [CE 4.015 (3.872)] [KD 2.029 (1.844)] 2024-10-15 12:11:34,392 - Train: 96.91% [1212400/1251000] [969.1/1000.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.000037] [CE 3.613 (3.838)] [KD 1.934 (1.825)] 2024-10-15 12:11:46,102 - Train: 96.92% [1212450/1251000] [969.2/1000.0] [batch_t 0.242 (0.234)] [data_t 0.006] [optim_t 0.235] [lr 0.000037] [CE 4.338 (3.860)] [KD 2.174 (1.824)] 2024-10-15 12:11:58,153 - Train: 96.92% [1212500/1251000] [969.2/1000.0] [batch_t 0.226 (0.241)] [data_t 0.010] [optim_t 0.216] [lr 0.000037] [CE 3.667 (3.912)] [KD 1.905 (1.851)] 2024-10-15 12:12:10,708 - Train: 96.93% [1212550/1251000] [969.3/1000.0] [batch_t 0.231 (0.251)] [data_t 0.010] [optim_t 0.221] [lr 0.000037] [CE 3.582 (3.862)] [KD 1.773 (1.851)] 2024-10-15 12:12:22,838 - Train: 96.93% [1212600/1251000] [969.3/1000.0] [batch_t 0.243 (0.242)] [data_t 0.007] [optim_t 0.236] [lr 0.000037] [CE 3.777 (3.794)] [KD 1.762 (1.813)] 2024-10-15 12:12:34,880 - Train: 96.93% [1212650/1251000] [969.3/1000.0] [batch_t 0.236 (0.241)] [data_t 0.008] [optim_t 0.228] [lr 0.000037] [CE 4.001 (3.836)] [KD 1.863 (1.818)] 2024-10-15 12:12:47,758 - Train: 96.94% [1212700/1251000] [969.4/1000.0] [batch_t 0.233 (0.257)] [data_t 0.008] [optim_t 0.225] [lr 0.000037] [CE 4.348 (3.868)] [KD 1.985 (1.853)] 2024-10-15 12:12:59,911 - Train: 96.94% [1212750/1251000] [969.4/1000.0] [batch_t 0.229 (0.243)] [data_t 0.010] [optim_t 0.219] [lr 0.000037] [CE 4.113 (3.864)] [KD 1.904 (1.855)] 2024-10-15 12:13:11,780 - Train: 96.95% [1212800/1251000] [969.5/1000.0] [batch_t 0.247 (0.237)] [data_t 0.009] [optim_t 0.238] [lr 0.000037] [CE 3.576 (3.875)] [KD 1.647 (1.840)] 2024-10-15 12:13:24,134 - Train: 96.95% [1212850/1251000] [969.5/1000.0] [batch_t 0.219 (0.247)] [data_t 0.010] [optim_t 0.209] [lr 0.000037] [CE 3.645 (3.792)] [KD 1.749 (1.792)] 2024-10-15 12:13:36,044 - Train: 96.95% [1212900/1251000] [969.5/1000.0] [batch_t 0.236 (0.238)] [data_t 0.008] [optim_t 0.228] [lr 0.000037] [CE 4.022 (3.843)] [KD 1.739 (1.817)] 2024-10-15 12:13:48,440 - Train: 96.96% [1212950/1251000] [969.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.007] [optim_t 0.235] [lr 0.000037] [CE 4.662 (3.808)] [KD 2.230 (1.834)] 2024-10-15 12:14:00,562 - Train: 96.96% [1213000/1251000] [969.6/1000.0] [batch_t 0.238 (0.242)] [data_t 0.007] [optim_t 0.231] [lr 0.000037] [CE 3.916 (3.853)] [KD 1.795 (1.828)] 2024-10-15 12:14:12,921 - Train: 96.97% [1213050/1251000] [969.7/1000.0] [batch_t 0.240 (0.247)] [data_t 0.007] [optim_t 0.233] [lr 0.000037] [CE 3.904 (3.861)] [KD 1.907 (1.853)] 2024-10-15 12:14:25,195 - Train: 96.97% [1213100/1251000] [969.7/1000.0] [batch_t 0.252 (0.245)] [data_t 0.008] [optim_t 0.244] [lr 0.000037] [CE 4.283 (3.794)] [KD 2.005 (1.809)] 2024-10-15 12:14:37,215 - Train: 96.97% [1213150/1251000] [969.7/1000.0] [batch_t 0.235 (0.240)] [data_t 0.010] [optim_t 0.225] [lr 0.000037] [CE 4.112 (3.942)] [KD 2.023 (1.866)] 2024-10-15 12:14:49,508 - Train: 96.98% [1213200/1251000] [969.8/1000.0] [batch_t 0.239 (0.246)] [data_t 0.010] [optim_t 0.229] [lr 0.000037] [CE 3.491 (3.846)] [KD 1.729 (1.835)] 2024-10-15 12:15:01,626 - Train: 96.98% [1213250/1251000] [969.8/1000.0] [batch_t 0.231 (0.242)] [data_t 0.008] [optim_t 0.224] [lr 0.000037] [CE 3.858 (3.864)] [KD 1.787 (1.827)] 2024-10-15 12:15:14,229 - Train: 96.99% [1213300/1251000] [969.9/1000.0] [batch_t 0.246 (0.252)] [data_t 0.010] [optim_t 0.236] [lr 0.000037] [CE 4.524 (3.856)] [KD 2.077 (1.823)] 2024-10-15 12:15:26,451 - Train: 96.99% [1213350/1251000] [969.9/1000.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.000037] [CE 3.921 (3.795)] [KD 1.827 (1.821)] 2024-10-15 12:15:38,188 - Train: 96.99% [1213400/1251000] [969.9/1000.0] [batch_t 0.250 (0.234)] [data_t 0.013] [optim_t 0.238] [lr 0.000037] [CE 3.989 (3.770)] [KD 1.878 (1.791)] 2024-10-15 12:15:50,035 - Train: 97.00% [1213450/1251000] [970.0/1000.0] [batch_t 0.240 (0.237)] [data_t 0.008] [optim_t 0.232] [lr 0.000037] [CE 3.553 (3.826)] [KD 1.522 (1.842)] 2024-10-15 12:16:02,764 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.158)] [top1_cnt 40880] [top5_cnt 47907] [top_all 50000] 2024-10-15 12:16:02,765 - net: 81.760 (95.814) 2024-10-15 12:16:11,424 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.157)] [top1_cnt 41049] [top5_cnt 47937] [top_all 50000] 2024-10-15 12:16:11,424 - net_E: 82.098 (95.874) 2024-10-15 12:16:11,631 - Max [top1: 81.882 (epoch: 967)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 12:16:11,632 - ==> Total time: 3 days, 15:38:04 Eta: 2:42:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:16:23,054 - Train: 97.00% [1213500/1251000] [970.0/1000.0] [batch_t 0.236 (0.271)] [data_t 0.010] [optim_t 0.226] [lr 0.000037] [CE 3.839 (3.929)] [KD 1.794 (1.901)] 2024-10-15 12:16:35,374 - Train: 97.01% [1213550/1251000] [970.1/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.222] [lr 0.000037] [CE 4.226 (3.881)] [KD 1.967 (1.869)] 2024-10-15 12:16:47,332 - Train: 97.01% [1213600/1251000] [970.1/1000.0] [batch_t 0.241 (0.239)] [data_t 0.011] [optim_t 0.231] [lr 0.000037] [CE 3.884 (3.866)] [KD 2.001 (1.846)] 2024-10-15 12:16:59,177 - Train: 97.01% [1213650/1251000] [970.1/1000.0] [batch_t 0.237 (0.237)] [data_t 0.008] [optim_t 0.229] [lr 0.000037] [CE 3.828 (3.783)] [KD 1.718 (1.796)] 2024-10-15 12:17:11,662 - Train: 97.02% [1213700/1251000] [970.2/1000.0] [batch_t 0.237 (0.250)] [data_t 0.009] [optim_t 0.228] [lr 0.000037] [CE 3.427 (3.823)] [KD 1.641 (1.827)] 2024-10-15 12:17:23,557 - Train: 97.02% [1213750/1251000] [970.2/1000.0] [batch_t 0.251 (0.238)] [data_t 0.007] [optim_t 0.243] [lr 0.000036] [CE 3.986 (3.840)] [KD 1.846 (1.821)] 2024-10-15 12:17:35,372 - Train: 97.03% [1213800/1251000] [970.3/1000.0] [batch_t 0.224 (0.236)] [data_t 0.007] [optim_t 0.217] [lr 0.000036] [CE 3.703 (3.835)] [KD 1.842 (1.841)] 2024-10-15 12:17:47,441 - Train: 97.03% [1213850/1251000] [970.3/1000.0] [batch_t 0.233 (0.241)] [data_t 0.007] [optim_t 0.226] [lr 0.000036] [CE 3.961 (3.841)] [KD 1.828 (1.833)] 2024-10-15 12:17:59,859 - Train: 97.03% [1213900/1251000] [970.3/1000.0] [batch_t 0.233 (0.248)] [data_t 0.008] [optim_t 0.225] [lr 0.000036] [CE 4.021 (3.924)] [KD 1.940 (1.867)] 2024-10-15 12:18:11,966 - Train: 97.04% [1213950/1251000] [970.4/1000.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000036] [CE 4.020 (3.810)] [KD 1.838 (1.823)] 2024-10-15 12:18:24,140 - Train: 97.04% [1214000/1251000] [970.4/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.000036] [CE 4.138 (3.838)] [KD 1.951 (1.837)] 2024-10-15 12:18:36,023 - Train: 97.05% [1214050/1251000] [970.5/1000.0] [batch_t 0.234 (0.237)] [data_t 0.007] [optim_t 0.227] [lr 0.000036] [CE 4.071 (3.751)] [KD 1.895 (1.779)] 2024-10-15 12:18:48,610 - Train: 97.05% [1214100/1251000] [970.5/1000.0] [batch_t 0.235 (0.252)] [data_t 0.010] [optim_t 0.225] [lr 0.000036] [CE 3.642 (3.808)] [KD 1.723 (1.817)] 2024-10-15 12:19:00,423 - Train: 97.05% [1214150/1251000] [970.5/1000.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000036] [CE 3.910 (3.783)] [KD 1.809 (1.803)] 2024-10-15 12:19:12,927 - Train: 97.06% [1214200/1251000] [970.6/1000.0] [batch_t 0.251 (0.250)] [data_t 0.007] [optim_t 0.244] [lr 0.000036] [CE 3.923 (3.815)] [KD 1.733 (1.828)] 2024-10-15 12:19:24,802 - Train: 97.06% [1214250/1251000] [970.6/1000.0] [batch_t 0.238 (0.237)] [data_t 0.011] [optim_t 0.227] [lr 0.000036] [CE 3.101 (3.780)] [KD 1.461 (1.793)] 2024-10-15 12:19:37,059 - Train: 97.07% [1214300/1251000] [970.7/1000.0] [batch_t 0.226 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.000036] [CE 3.907 (3.860)] [KD 1.934 (1.849)] 2024-10-15 12:19:48,845 - Train: 97.07% [1214350/1251000] [970.7/1000.0] [batch_t 0.229 (0.236)] [data_t 0.007] [optim_t 0.223] [lr 0.000036] [CE 3.864 (3.870)] [KD 1.861 (1.845)] 2024-10-15 12:20:00,663 - Train: 97.07% [1214400/1251000] [970.7/1000.0] [batch_t 0.227 (0.236)] [data_t 0.007] [optim_t 0.220] [lr 0.000036] [CE 3.622 (3.883)] [KD 1.734 (1.842)] 2024-10-15 12:20:12,237 - Train: 97.08% [1214450/1251000] [970.8/1000.0] [batch_t 0.220 (0.231)] [data_t 0.008] [optim_t 0.212] [lr 0.000036] [CE 3.646 (3.861)] [KD 1.720 (1.837)] 2024-10-15 12:20:25,077 - Train: 97.08% [1214500/1251000] [970.8/1000.0] [batch_t 0.234 (0.257)] [data_t 0.007] [optim_t 0.227] [lr 0.000036] [CE 4.347 (3.841)] [KD 2.073 (1.832)] 2024-10-15 12:20:36,940 - Train: 97.09% [1214550/1251000] [970.9/1000.0] [batch_t 0.252 (0.237)] [data_t 0.008] [optim_t 0.244] [lr 0.000036] [CE 4.197 (3.836)] [KD 1.976 (1.818)] 2024-10-15 12:20:49,032 - Train: 97.09% [1214600/1251000] [970.9/1000.0] [batch_t 0.235 (0.242)] [data_t 0.011] [optim_t 0.224] [lr 0.000036] [CE 3.784 (3.854)] [KD 1.834 (1.827)] 2024-10-15 12:21:00,744 - Train: 97.09% [1214650/1251000] [970.9/1000.0] [batch_t 0.243 (0.234)] [data_t 0.010] [optim_t 0.233] [lr 0.000036] [CE 4.036 (3.909)] [KD 1.796 (1.850)] 2024-10-15 12:21:13,040 - Train: 97.10% [1214700/1251000] [971.0/1000.0] [batch_t 0.217 (0.246)] [data_t 0.007] [optim_t 0.210] [lr 0.000036] [CE 3.965 (3.851)] [KD 1.841 (1.825)] 2024-10-15 12:21:26,978 - Test (net): 100.00% [50/50] [batch_t 0.354 (0.176)] [top1_cnt 40942] [top5_cnt 47874] [top_all 50000] 2024-10-15 12:21:26,978 - net: 81.884 (95.748) 2024-10-15 12:21:36,307 - Test (net_E): 100.00% [50/50] [batch_t 0.159 (0.170)] [top1_cnt 41035] [top5_cnt 47934] [top_all 50000] 2024-10-15 12:21:36,307 - net_E: 82.070 (95.868) 2024-10-15 12:21:36,518 - Max [top1: 81.884 (epoch: 971)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 12:21:36,526 - ==> Total time: 3 days, 15:43:29 Eta: 2:37:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:21:56,015 - Train: 97.10% [1214750/1251000] [971.0/1000.0] [batch_t 0.235 (0.260)] [data_t 0.009] [optim_t 0.227] [lr 0.000036] [CE 3.733 (3.822)] [KD 1.630 (1.796)] 2024-10-15 12:22:08,333 - Train: 97.11% [1214800/1251000] [971.1/1000.0] [batch_t 0.224 (0.246)] [data_t 0.010] [optim_t 0.214] [lr 0.000036] [CE 4.186 (3.798)] [KD 1.923 (1.800)] 2024-10-15 12:22:20,895 - Train: 97.11% [1214850/1251000] [971.1/1000.0] [batch_t 0.244 (0.251)] [data_t 0.006] [optim_t 0.238] [lr 0.000036] [CE 3.574 (3.906)] [KD 1.677 (1.841)] 2024-10-15 12:22:32,930 - Train: 97.11% [1214900/1251000] [971.1/1000.0] [batch_t 0.230 (0.241)] [data_t 0.010] [optim_t 0.220] [lr 0.000036] [CE 4.083 (3.886)] [KD 2.064 (1.868)] 2024-10-15 12:22:44,700 - Train: 97.12% [1214950/1251000] [971.2/1000.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000036] [CE 3.909 (3.760)] [KD 1.788 (1.800)] 2024-10-15 12:22:56,829 - Train: 97.12% [1215000/1251000] [971.2/1000.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.000036] [CE 4.369 (3.824)] [KD 1.973 (1.816)] 2024-10-15 12:23:09,096 - Train: 97.13% [1215050/1251000] [971.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000036] [CE 4.088 (3.837)] [KD 1.939 (1.826)] 2024-10-15 12:23:21,508 - Train: 97.13% [1215100/1251000] [971.3/1000.0] [batch_t 0.220 (0.248)] [data_t 0.008] [optim_t 0.212] [lr 0.000036] [CE 3.916 (3.919)] [KD 1.851 (1.878)] 2024-10-15 12:23:33,485 - Train: 97.13% [1215150/1251000] [971.3/1000.0] [batch_t 0.229 (0.239)] [data_t 0.006] [optim_t 0.223] [lr 0.000036] [CE 3.913 (3.817)] [KD 1.888 (1.827)] 2024-10-15 12:23:45,512 - Train: 97.14% [1215200/1251000] [971.4/1000.0] [batch_t 0.252 (0.240)] [data_t 0.010] [optim_t 0.242] [lr 0.000036] [CE 3.610 (3.820)] [KD 1.705 (1.819)] 2024-10-15 12:23:57,644 - Train: 97.14% [1215250/1251000] [971.4/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000036] [CE 3.900 (3.905)] [KD 1.745 (1.867)] 2024-10-15 12:24:09,891 - Train: 97.15% [1215300/1251000] [971.5/1000.0] [batch_t 0.232 (0.245)] [data_t 0.007] [optim_t 0.225] [lr 0.000036] [CE 3.638 (3.861)] [KD 1.782 (1.837)] 2024-10-15 12:24:21,827 - Train: 97.15% [1215350/1251000] [971.5/1000.0] [batch_t 0.230 (0.239)] [data_t 0.007] [optim_t 0.224] [lr 0.000036] [CE 3.978 (3.736)] [KD 1.914 (1.777)] 2024-10-15 12:24:34,234 - Train: 97.15% [1215400/1251000] [971.5/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000036] [CE 3.594 (3.809)] [KD 1.832 (1.830)] 2024-10-15 12:24:46,418 - Train: 97.16% [1215450/1251000] [971.6/1000.0] [batch_t 0.250 (0.244)] [data_t 0.008] [optim_t 0.242] [lr 0.000036] [CE 3.831 (3.879)] [KD 1.766 (1.846)] 2024-10-15 12:24:58,706 - Train: 97.16% [1215500/1251000] [971.6/1000.0] [batch_t 0.249 (0.246)] [data_t 0.008] [optim_t 0.242] [lr 0.000036] [CE 4.096 (3.825)] [KD 1.999 (1.820)] 2024-10-15 12:25:10,634 - Train: 97.17% [1215550/1251000] [971.7/1000.0] [batch_t 0.237 (0.238)] [data_t 0.008] [optim_t 0.229] [lr 0.000036] [CE 3.970 (3.849)] [KD 1.947 (1.818)] 2024-10-15 12:25:22,705 - Train: 97.17% [1215600/1251000] [971.7/1000.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.000036] [CE 3.859 (3.903)] [KD 1.748 (1.867)] 2024-10-15 12:25:34,927 - Train: 97.17% [1215650/1251000] [971.7/1000.0] [batch_t 0.227 (0.244)] [data_t 0.008] [optim_t 0.219] [lr 0.000036] [CE 3.884 (3.819)] [KD 1.805 (1.797)] 2024-10-15 12:25:47,384 - Train: 97.18% [1215700/1251000] [971.8/1000.0] [batch_t 0.250 (0.249)] [data_t 0.008] [optim_t 0.242] [lr 0.000036] [CE 4.059 (3.873)] [KD 1.902 (1.850)] 2024-10-15 12:25:59,326 - Train: 97.18% [1215750/1251000] [971.8/1000.0] [batch_t 0.243 (0.239)] [data_t 0.008] [optim_t 0.236] [lr 0.000036] [CE 3.691 (3.737)] [KD 1.793 (1.767)] 2024-10-15 12:26:11,587 - Train: 97.19% [1215800/1251000] [971.9/1000.0] [batch_t 0.226 (0.245)] [data_t 0.010] [optim_t 0.216] [lr 0.000036] [CE 3.980 (3.897)] [KD 1.960 (1.865)] 2024-10-15 12:26:24,014 - Train: 97.19% [1215850/1251000] [971.9/1000.0] [batch_t 0.265 (0.248)] [data_t 0.010] [optim_t 0.255] [lr 0.000036] [CE 3.655 (3.810)] [KD 1.741 (1.815)] 2024-10-15 12:26:36,322 - Train: 97.19% [1215900/1251000] [971.9/1000.0] [batch_t 0.257 (0.246)] [data_t 0.009] [optim_t 0.248] [lr 0.000036] [CE 3.728 (3.794)] [KD 1.671 (1.810)] 2024-10-15 12:26:48,485 - Train: 97.20% [1215950/1251000] [972.0/1000.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000036] [CE 4.247 (3.811)] [KD 2.080 (1.808)] 2024-10-15 12:27:03,919 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.194)] [top1_cnt 40935] [top5_cnt 47884] [top_all 50000] 2024-10-15 12:27:03,920 - net: 81.870 (95.768) 2024-10-15 12:27:13,111 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 41036] [top5_cnt 47937] [top_all 50000] 2024-10-15 12:27:13,112 - net_E: 82.072 (95.874) 2024-10-15 12:27:13,336 - Max [top1: 81.884 (epoch: 971)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 12:27:13,337 - ==> Total time: 3 days, 15:49:06 Eta: 2:31:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:27:24,896 - Train: 97.20% [1216000/1251000] [972.0/1000.0] [batch_t 0.251 (0.299)] [data_t 0.008] [optim_t 0.243] [lr 0.000036] [CE 3.839 (3.847)] [KD 1.768 (1.823)] 2024-10-15 12:27:37,144 - Train: 97.21% [1216050/1251000] [972.1/1000.0] [batch_t 0.241 (0.245)] [data_t 0.008] [optim_t 0.234] [lr 0.000036] [CE 4.054 (3.847)] [KD 1.739 (1.825)] 2024-10-15 12:27:49,992 - Train: 97.21% [1216100/1251000] [972.1/1000.0] [batch_t 0.248 (0.257)] [data_t 0.010] [optim_t 0.238] [lr 0.000036] [CE 4.543 (3.862)] [KD 2.084 (1.840)] 2024-10-15 12:28:02,555 - Train: 97.21% [1216150/1251000] [972.1/1000.0] [batch_t 0.239 (0.251)] [data_t 0.011] [optim_t 0.227] [lr 0.000036] [CE 4.135 (3.931)] [KD 2.085 (1.888)] 2024-10-15 12:28:14,603 - Train: 97.22% [1216200/1251000] [972.2/1000.0] [batch_t 0.252 (0.241)] [data_t 0.010] [optim_t 0.242] [lr 0.000036] [CE 3.823 (3.825)] [KD 1.604 (1.829)] 2024-10-15 12:28:27,208 - Train: 97.22% [1216250/1251000] [972.2/1000.0] [batch_t 0.258 (0.252)] [data_t 0.008] [optim_t 0.250] [lr 0.000036] [CE 3.774 (3.795)] [KD 1.869 (1.814)] 2024-10-15 12:28:40,284 - Train: 97.23% [1216300/1251000] [972.3/1000.0] [batch_t 0.242 (0.261)] [data_t 0.007] [optim_t 0.235] [lr 0.000036] [CE 4.136 (3.776)] [KD 1.988 (1.807)] 2024-10-15 12:28:52,558 - Train: 97.23% [1216350/1251000] [972.3/1000.0] [batch_t 0.244 (0.245)] [data_t 0.008] [optim_t 0.236] [lr 0.000036] [CE 4.105 (3.796)] [KD 1.871 (1.806)] 2024-10-15 12:29:05,192 - Train: 97.23% [1216400/1251000] [972.3/1000.0] [batch_t 0.243 (0.252)] [data_t 0.007] [optim_t 0.236] [lr 0.000036] [CE 4.159 (3.878)] [KD 2.074 (1.844)] 2024-10-15 12:29:17,797 - Train: 97.24% [1216450/1251000] [972.4/1000.0] [batch_t 0.244 (0.252)] [data_t 0.010] [optim_t 0.234] [lr 0.000036] [CE 3.475 (3.849)] [KD 1.704 (1.827)] 2024-10-15 12:29:30,183 - Train: 97.24% [1216500/1251000] [972.4/1000.0] [batch_t 0.244 (0.248)] [data_t 0.010] [optim_t 0.234] [lr 0.000036] [CE 3.880 (3.852)] [KD 1.855 (1.830)] 2024-10-15 12:29:42,751 - Train: 97.25% [1216550/1251000] [972.5/1000.0] [batch_t 0.487 (0.251)] [data_t 0.008] [optim_t 0.480] [lr 0.000036] [CE 4.049 (3.921)] [KD 1.906 (1.869)] 2024-10-15 12:29:55,110 - Train: 97.25% [1216600/1251000] [972.5/1000.0] [batch_t 0.245 (0.247)] [data_t 0.007] [optim_t 0.238] [lr 0.000036] [CE 4.300 (3.924)] [KD 2.078 (1.850)] 2024-10-15 12:30:07,229 - Train: 97.25% [1216650/1251000] [972.5/1000.0] [batch_t 0.261 (0.242)] [data_t 0.010] [optim_t 0.251] [lr 0.000036] [CE 3.894 (3.884)] [KD 1.968 (1.846)] 2024-10-15 12:30:19,829 - Train: 97.26% [1216700/1251000] [972.6/1000.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.000036] [CE 3.795 (3.916)] [KD 1.853 (1.887)] 2024-10-15 12:30:32,021 - Train: 97.26% [1216750/1251000] [972.6/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 3.895 (3.860)] [KD 1.973 (1.842)] 2024-10-15 12:30:44,078 - Train: 97.27% [1216800/1251000] [972.7/1000.0] [batch_t 0.239 (0.241)] [data_t 0.011] [optim_t 0.228] [lr 0.000035] [CE 3.587 (3.826)] [KD 1.773 (1.828)] 2024-10-15 12:30:56,620 - Train: 97.27% [1216850/1251000] [972.7/1000.0] [batch_t 0.247 (0.251)] [data_t 0.010] [optim_t 0.237] [lr 0.000035] [CE 3.977 (3.785)] [KD 1.880 (1.804)] 2024-10-15 12:31:09,183 - Train: 97.27% [1216900/1251000] [972.7/1000.0] [batch_t 0.237 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000035] [CE 4.296 (3.856)] [KD 1.806 (1.831)] 2024-10-15 12:31:21,352 - Train: 97.28% [1216950/1251000] [972.8/1000.0] [batch_t 0.247 (0.243)] [data_t 0.008] [optim_t 0.239] [lr 0.000035] [CE 4.131 (3.859)] [KD 1.964 (1.836)] 2024-10-15 12:31:33,767 - Train: 97.28% [1217000/1251000] [972.8/1000.0] [batch_t 0.240 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.000035] [CE 3.625 (3.888)] [KD 1.839 (1.859)] 2024-10-15 12:31:45,552 - Train: 97.29% [1217050/1251000] [972.9/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000035] [CE 4.005 (3.881)] [KD 1.914 (1.845)] 2024-10-15 12:31:58,034 - Train: 97.29% [1217100/1251000] [972.9/1000.0] [batch_t 0.232 (0.249)] [data_t 0.007] [optim_t 0.225] [lr 0.000035] [CE 4.502 (3.877)] [KD 2.118 (1.856)] 2024-10-15 12:32:10,648 - Train: 97.29% [1217150/1251000] [972.9/1000.0] [batch_t 0.246 (0.252)] [data_t 0.010] [optim_t 0.236] [lr 0.000035] [CE 3.756 (3.845)] [KD 1.984 (1.837)] 2024-10-15 12:32:22,624 - Train: 97.30% [1217200/1251000] [973.0/1000.0] [batch_t 0.250 (0.239)] [data_t 0.010] [optim_t 0.240] [lr 0.000035] [CE 4.054 (3.802)] [KD 1.917 (1.811)] 2024-10-15 12:32:36,858 - Test (net): 100.00% [50/50] [batch_t 0.118 (0.165)] [top1_cnt 40916] [top5_cnt 47860] [top_all 50000] 2024-10-15 12:32:36,859 - net: 81.832 (95.720) 2024-10-15 12:32:47,748 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.201)] [top1_cnt 41033] [top5_cnt 47946] [top_all 50000] 2024-10-15 12:32:47,749 - net_E: 82.066 (95.892) 2024-10-15 12:32:48,003 - Max [top1: 81.884 (epoch: 971)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 12:32:48,004 - ==> Total time: 3 days, 15:54:40 Eta: 2:26:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:32:58,277 - Train: 97.30% [1217250/1251000] [973.0/1000.0] [batch_t 0.250 (0.270)] [data_t 0.007] [optim_t 0.243] [lr 0.000035] [CE 3.928 (3.814)] [KD 1.924 (1.805)] 2024-10-15 12:33:10,824 - Train: 97.31% [1217300/1251000] [973.1/1000.0] [batch_t 0.246 (0.251)] [data_t 0.006] [optim_t 0.240] [lr 0.000035] [CE 3.778 (3.848)] [KD 1.706 (1.835)] 2024-10-15 12:33:23,292 - Train: 97.31% [1217350/1251000] [973.1/1000.0] [batch_t 0.250 (0.249)] [data_t 0.010] [optim_t 0.240] [lr 0.000035] [CE 3.961 (3.777)] [KD 1.942 (1.809)] 2024-10-15 12:33:36,030 - Train: 97.31% [1217400/1251000] [973.1/1000.0] [batch_t 0.256 (0.255)] [data_t 0.011] [optim_t 0.245] [lr 0.000035] [CE 3.979 (3.806)] [KD 1.850 (1.813)] 2024-10-15 12:33:48,904 - Train: 97.32% [1217450/1251000] [973.2/1000.0] [batch_t 0.244 (0.257)] [data_t 0.007] [optim_t 0.237] [lr 0.000035] [CE 3.672 (3.836)] [KD 1.746 (1.809)] 2024-10-15 12:34:00,876 - Train: 97.32% [1217500/1251000] [973.2/1000.0] [batch_t 0.228 (0.239)] [data_t 0.007] [optim_t 0.221] [lr 0.000035] [CE 3.455 (3.890)] [KD 1.623 (1.830)] 2024-10-15 12:34:13,023 - Train: 97.33% [1217550/1251000] [973.3/1000.0] [batch_t 0.239 (0.243)] [data_t 0.010] [optim_t 0.229] [lr 0.000035] [CE 3.859 (3.774)] [KD 1.899 (1.792)] 2024-10-15 12:34:25,457 - Train: 97.33% [1217600/1251000] [973.3/1000.0] [batch_t 0.239 (0.248)] [data_t 0.010] [optim_t 0.229] [lr 0.000035] [CE 3.862 (3.844)] [KD 1.789 (1.796)] 2024-10-15 12:34:37,944 - Train: 97.33% [1217650/1251000] [973.3/1000.0] [batch_t 0.245 (0.250)] [data_t 0.008] [optim_t 0.237] [lr 0.000035] [CE 3.938 (3.842)] [KD 1.804 (1.826)] 2024-10-15 12:34:50,417 - Train: 97.34% [1217700/1251000] [973.4/1000.0] [batch_t 0.251 (0.249)] [data_t 0.007] [optim_t 0.244] [lr 0.000035] [CE 3.852 (3.800)] [KD 1.785 (1.798)] 2024-10-15 12:35:02,521 - Train: 97.34% [1217750/1251000] [973.4/1000.0] [batch_t 0.250 (0.242)] [data_t 0.009] [optim_t 0.241] [lr 0.000035] [CE 4.234 (3.882)] [KD 1.948 (1.852)] 2024-10-15 12:35:14,605 - Train: 97.35% [1217800/1251000] [973.5/1000.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.000035] [CE 3.591 (3.848)] [KD 1.755 (1.846)] 2024-10-15 12:35:26,972 - Train: 97.35% [1217850/1251000] [973.5/1000.0] [batch_t 0.231 (0.247)] [data_t 0.010] [optim_t 0.221] [lr 0.000035] [CE 3.659 (3.784)] [KD 1.768 (1.824)] 2024-10-15 12:35:39,008 - Train: 97.35% [1217900/1251000] [973.5/1000.0] [batch_t 0.225 (0.241)] [data_t 0.010] [optim_t 0.215] [lr 0.000035] [CE 4.003 (3.910)] [KD 1.833 (1.851)] 2024-10-15 12:35:51,112 - Train: 97.36% [1217950/1251000] [973.6/1000.0] [batch_t 0.237 (0.242)] [data_t 0.007] [optim_t 0.230] [lr 0.000035] [CE 4.126 (3.850)] [KD 1.997 (1.832)] 2024-10-15 12:36:03,657 - Train: 97.36% [1218000/1251000] [973.6/1000.0] [batch_t 0.238 (0.251)] [data_t 0.007] [optim_t 0.231] [lr 0.000035] [CE 3.988 (3.831)] [KD 2.032 (1.819)] 2024-10-15 12:36:16,110 - Train: 97.37% [1218050/1251000] [973.7/1000.0] [batch_t 0.463 (0.249)] [data_t 0.007] [optim_t 0.456] [lr 0.000035] [CE 4.053 (3.835)] [KD 1.870 (1.828)] 2024-10-15 12:36:28,005 - Train: 97.37% [1218100/1251000] [973.7/1000.0] [batch_t 0.230 (0.238)] [data_t 0.007] [optim_t 0.223] [lr 0.000035] [CE 3.802 (3.813)] [KD 1.825 (1.823)] 2024-10-15 12:36:39,970 - Train: 97.37% [1218150/1251000] [973.7/1000.0] [batch_t 0.248 (0.239)] [data_t 0.007] [optim_t 0.241] [lr 0.000035] [CE 3.241 (3.887)] [KD 1.505 (1.863)] 2024-10-15 12:36:52,106 - Train: 97.38% [1218200/1251000] [973.8/1000.0] [batch_t 0.223 (0.243)] [data_t 0.010] [optim_t 0.213] [lr 0.000035] [CE 4.157 (3.819)] [KD 1.892 (1.804)] 2024-10-15 12:37:04,139 - Train: 97.38% [1218250/1251000] [973.8/1000.0] [batch_t 0.237 (0.240)] [data_t 0.010] [optim_t 0.227] [lr 0.000035] [CE 3.576 (3.767)] [KD 1.647 (1.781)] 2024-10-15 12:37:16,513 - Train: 97.39% [1218300/1251000] [973.9/1000.0] [batch_t 0.240 (0.247)] [data_t 0.010] [optim_t 0.231] [lr 0.000035] [CE 3.700 (3.847)] [KD 1.805 (1.838)] 2024-10-15 12:37:28,813 - Train: 97.39% [1218350/1251000] [973.9/1000.0] [batch_t 0.239 (0.246)] [data_t 0.007] [optim_t 0.233] [lr 0.000035] [CE 4.222 (3.794)] [KD 2.050 (1.795)] 2024-10-15 12:37:41,029 - Train: 97.39% [1218400/1251000] [973.9/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.231] [lr 0.000035] [CE 3.715 (3.837)] [KD 1.740 (1.812)] 2024-10-15 12:37:53,155 - Train: 97.40% [1218450/1251000] [974.0/1000.0] [batch_t 0.231 (0.242)] [data_t 0.007] [optim_t 0.225] [lr 0.000035] [CE 3.873 (3.788)] [KD 1.849 (1.796)] 2024-10-15 12:38:08,199 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.182)] [top1_cnt 40914] [top5_cnt 47903] [top_all 50000] 2024-10-15 12:38:08,199 - net: 81.828 (95.806) 2024-10-15 12:38:17,302 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 41038] [top5_cnt 47934] [top_all 50000] 2024-10-15 12:38:17,303 - net_E: 82.076 (95.868) 2024-10-15 12:38:17,542 - Max [top1: 81.884 (epoch: 971)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 12:38:17,542 - ==> Total time: 3 days, 16:00:10 Eta: 2:20:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:38:27,312 - Train: 97.40% [1218500/1251000] [974.0/1000.0] [batch_t 0.257 (0.265)] [data_t 0.006] [optim_t 0.250] [lr 0.000035] [CE 4.137 (3.836)] [KD 1.894 (1.844)] 2024-10-15 12:38:39,827 - Train: 97.41% [1218550/1251000] [974.1/1000.0] [batch_t 0.228 (0.250)] [data_t 0.010] [optim_t 0.218] [lr 0.000035] [CE 3.576 (3.841)] [KD 1.647 (1.831)] 2024-10-15 12:38:52,272 - Train: 97.41% [1218600/1251000] [974.1/1000.0] [batch_t 0.243 (0.249)] [data_t 0.010] [optim_t 0.233] [lr 0.000035] [CE 3.850 (3.814)] [KD 1.786 (1.818)] 2024-10-15 12:39:04,575 - Train: 97.41% [1218650/1251000] [974.1/1000.0] [batch_t 0.263 (0.246)] [data_t 0.007] [optim_t 0.256] [lr 0.000035] [CE 4.133 (3.827)] [KD 2.003 (1.840)] 2024-10-15 12:39:17,293 - Train: 97.42% [1218700/1251000] [974.2/1000.0] [batch_t 0.249 (0.254)] [data_t 0.010] [optim_t 0.240] [lr 0.000035] [CE 3.894 (3.807)] [KD 1.795 (1.814)] 2024-10-15 12:39:29,822 - Train: 97.42% [1218750/1251000] [974.2/1000.0] [batch_t 0.234 (0.250)] [data_t 0.006] [optim_t 0.228] [lr 0.000035] [CE 3.960 (3.827)] [KD 1.804 (1.827)] 2024-10-15 12:39:41,896 - Train: 97.43% [1218800/1251000] [974.3/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000035] [CE 4.055 (3.812)] [KD 2.008 (1.804)] 2024-10-15 12:39:54,368 - Train: 97.43% [1218850/1251000] [974.3/1000.0] [batch_t 0.220 (0.249)] [data_t 0.008] [optim_t 0.212] [lr 0.000035] [CE 3.973 (3.877)] [KD 1.884 (1.839)] 2024-10-15 12:40:06,886 - Train: 97.43% [1218900/1251000] [974.3/1000.0] [batch_t 0.225 (0.250)] [data_t 0.011] [optim_t 0.214] [lr 0.000035] [CE 3.840 (3.819)] [KD 1.850 (1.817)] 2024-10-15 12:40:19,017 - Train: 97.44% [1218950/1251000] [974.4/1000.0] [batch_t 0.226 (0.242)] [data_t 0.006] [optim_t 0.220] [lr 0.000035] [CE 3.680 (3.866)] [KD 1.756 (1.829)] 2024-10-15 12:40:31,665 - Train: 97.44% [1219000/1251000] [974.4/1000.0] [batch_t 0.240 (0.253)] [data_t 0.008] [optim_t 0.232] [lr 0.000035] [CE 4.058 (3.822)] [KD 1.963 (1.835)] 2024-10-15 12:40:43,918 - Train: 97.45% [1219050/1251000] [974.5/1000.0] [batch_t 0.239 (0.245)] [data_t 0.006] [optim_t 0.233] [lr 0.000035] [CE 3.513 (3.860)] [KD 1.679 (1.829)] 2024-10-15 12:40:55,902 - Train: 97.45% [1219100/1251000] [974.5/1000.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.000035] [CE 3.759 (3.923)] [KD 1.668 (1.852)] 2024-10-15 12:41:08,234 - Train: 97.45% [1219150/1251000] [974.5/1000.0] [batch_t 0.246 (0.246)] [data_t 0.010] [optim_t 0.236] [lr 0.000035] [CE 3.949 (3.876)] [KD 2.033 (1.834)] 2024-10-15 12:41:20,977 - Train: 97.46% [1219200/1251000] [974.6/1000.0] [batch_t 0.231 (0.255)] [data_t 0.010] [optim_t 0.221] [lr 0.000035] [CE 4.368 (3.857)] [KD 2.098 (1.828)] 2024-10-15 12:41:33,266 - Train: 97.46% [1219250/1251000] [974.6/1000.0] [batch_t 0.234 (0.246)] [data_t 0.007] [optim_t 0.227] [lr 0.000035] [CE 4.015 (3.793)] [KD 1.746 (1.806)] 2024-10-15 12:41:45,654 - Train: 97.47% [1219300/1251000] [974.7/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000035] [CE 3.731 (3.807)] [KD 1.681 (1.801)] 2024-10-15 12:41:57,778 - Train: 97.47% [1219350/1251000] [974.7/1000.0] [batch_t 0.243 (0.242)] [data_t 0.010] [optim_t 0.233] [lr 0.000035] [CE 3.493 (3.846)] [KD 1.524 (1.817)] 2024-10-15 12:42:10,034 - Train: 97.47% [1219400/1251000] [974.7/1000.0] [batch_t 0.246 (0.245)] [data_t 0.007] [optim_t 0.239] [lr 0.000035] [CE 3.160 (3.759)] [KD 1.394 (1.779)] 2024-10-15 12:42:22,506 - Train: 97.48% [1219450/1251000] [974.8/1000.0] [batch_t 0.232 (0.249)] [data_t 0.009] [optim_t 0.223] [lr 0.000035] [CE 3.486 (3.939)] [KD 1.616 (1.860)] 2024-10-15 12:42:34,619 - Train: 97.48% [1219500/1251000] [974.8/1000.0] [batch_t 0.223 (0.242)] [data_t 0.010] [optim_t 0.214] [lr 0.000035] [CE 3.890 (3.850)] [KD 1.817 (1.837)] 2024-10-15 12:42:46,756 - Train: 97.49% [1219550/1251000] [974.9/1000.0] [batch_t 0.230 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.000035] [CE 3.563 (3.848)] [KD 1.645 (1.842)] 2024-10-15 12:42:59,226 - Train: 97.49% [1219600/1251000] [974.9/1000.0] [batch_t 0.223 (0.249)] [data_t 0.010] [optim_t 0.213] [lr 0.000035] [CE 3.486 (3.828)] [KD 1.710 (1.821)] 2024-10-15 12:43:11,296 - Train: 97.49% [1219650/1251000] [974.9/1000.0] [batch_t 0.461 (0.241)] [data_t 0.008] [optim_t 0.453] [lr 0.000035] [CE 3.538 (3.778)] [KD 1.555 (1.796)] 2024-10-15 12:43:23,219 - Train: 97.50% [1219700/1251000] [975.0/1000.0] [batch_t 0.238 (0.238)] [data_t 0.010] [optim_t 0.228] [lr 0.000035] [CE 3.823 (3.801)] [KD 1.932 (1.812)] 2024-10-15 12:43:38,375 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.177)] [top1_cnt 40905] [top5_cnt 47924] [top_all 50000] 2024-10-15 12:43:38,376 - net: 81.810 (95.848) 2024-10-15 12:43:48,171 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.179)] [top1_cnt 41045] [top5_cnt 47952] [top_all 50000] 2024-10-15 12:43:48,172 - net_E: 82.090 (95.904) 2024-10-15 12:43:48,417 - Max [top1: 81.884 (epoch: 971)] [top1-ema: 82.104 (epoch: 949)] 2024-10-15 12:43:48,417 - ==> Total time: 3 days, 16:05:41 Eta: 2:15:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:44:06,363 - Train: 97.50% [1219750/1251000] [975.0/1000.0] [batch_t 0.238 (0.268)] [data_t 0.010] [optim_t 0.227] [lr 0.000035] [CE 4.198 (3.861)] [KD 2.169 (1.831)] 2024-10-15 12:44:19,125 - Train: 97.51% [1219800/1251000] [975.1/1000.0] [batch_t 0.249 (0.255)] [data_t 0.010] [optim_t 0.239] [lr 0.000035] [CE 4.093 (3.831)] [KD 1.981 (1.832)] 2024-10-15 12:44:31,538 - Train: 97.51% [1219850/1251000] [975.1/1000.0] [batch_t 0.241 (0.248)] [data_t 0.008] [optim_t 0.233] [lr 0.000035] [CE 3.373 (3.780)] [KD 1.532 (1.790)] 2024-10-15 12:44:43,993 - Train: 97.51% [1219900/1251000] [975.1/1000.0] [batch_t 0.241 (0.249)] [data_t 0.010] [optim_t 0.231] [lr 0.000035] [CE 4.158 (3.861)] [KD 1.910 (1.825)] 2024-10-15 12:44:56,186 - Train: 97.52% [1219950/1251000] [975.2/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000035] [CE 3.477 (3.847)] [KD 1.626 (1.839)] 2024-10-15 12:45:08,944 - Train: 97.52% [1220000/1251000] [975.2/1000.0] [batch_t 0.230 (0.255)] [data_t 0.007] [optim_t 0.223] [lr 0.000034] [CE 4.133 (3.765)] [KD 2.029 (1.767)] 2024-10-15 12:45:21,599 - Train: 97.53% [1220050/1251000] [975.3/1000.0] [batch_t 0.230 (0.253)] [data_t 0.010] [optim_t 0.220] [lr 0.000034] [CE 3.870 (3.847)] [KD 1.903 (1.809)] 2024-10-15 12:45:33,761 - Train: 97.53% [1220100/1251000] [975.3/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.221] [lr 0.000034] [CE 3.690 (3.711)] [KD 1.701 (1.750)] 2024-10-15 12:45:46,000 - Train: 97.53% [1220150/1251000] [975.3/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.221] [lr 0.000034] [CE 3.853 (3.878)] [KD 1.812 (1.856)] 2024-10-15 12:45:58,389 - Train: 97.54% [1220200/1251000] [975.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.000034] [CE 3.889 (3.860)] [KD 1.922 (1.851)] 2024-10-15 12:46:11,140 - Train: 97.54% [1220250/1251000] [975.4/1000.0] [batch_t 0.243 (0.255)] [data_t 0.008] [optim_t 0.234] [lr 0.000034] [CE 3.687 (3.851)] [KD 1.808 (1.844)] 2024-10-15 12:46:23,541 - Train: 97.55% [1220300/1251000] [975.5/1000.0] [batch_t 0.232 (0.248)] [data_t 0.010] [optim_t 0.223] [lr 0.000034] [CE 3.857 (3.845)] [KD 1.779 (1.818)] 2024-10-15 12:46:36,057 - Train: 97.55% [1220350/1251000] [975.5/1000.0] [batch_t 0.240 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.000034] [CE 3.776 (3.837)] [KD 1.791 (1.829)] 2024-10-15 12:46:48,469 - Train: 97.55% [1220400/1251000] [975.5/1000.0] [batch_t 0.243 (0.248)] [data_t 0.010] [optim_t 0.234] [lr 0.000034] [CE 3.979 (3.876)] [KD 2.004 (1.843)] 2024-10-15 12:47:01,188 - Train: 97.56% [1220450/1251000] [975.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.009] [optim_t 0.225] [lr 0.000034] [CE 3.442 (3.799)] [KD 1.594 (1.790)] 2024-10-15 12:47:13,389 - Train: 97.56% [1220500/1251000] [975.6/1000.0] [batch_t 0.248 (0.244)] [data_t 0.010] [optim_t 0.237] [lr 0.000034] [CE 3.694 (3.919)] [KD 1.713 (1.861)] 2024-10-15 12:47:26,215 - Train: 97.57% [1220550/1251000] [975.7/1000.0] [batch_t 0.230 (0.256)] [data_t 0.008] [optim_t 0.222] [lr 0.000034] [CE 3.417 (3.783)] [KD 1.729 (1.805)] 2024-10-15 12:47:38,435 - Train: 97.57% [1220600/1251000] [975.7/1000.0] [batch_t 0.249 (0.244)] [data_t 0.009] [optim_t 0.240] [lr 0.000034] [CE 3.966 (3.792)] [KD 2.016 (1.804)] 2024-10-15 12:47:51,219 - Train: 97.57% [1220650/1251000] [975.7/1000.0] [batch_t 0.218 (0.255)] [data_t 0.007] [optim_t 0.212] [lr 0.000034] [CE 3.611 (3.828)] [KD 1.710 (1.841)] 2024-10-15 12:48:03,426 - Train: 97.58% [1220700/1251000] [975.8/1000.0] [batch_t 0.225 (0.244)] [data_t 0.007] [optim_t 0.218] [lr 0.000034] [CE 3.948 (3.887)] [KD 1.865 (1.853)] 2024-10-15 12:48:15,826 - Train: 97.58% [1220750/1251000] [975.8/1000.0] [batch_t 0.233 (0.248)] [data_t 0.011] [optim_t 0.221] [lr 0.000034] [CE 3.556 (3.832)] [KD 1.653 (1.836)] 2024-10-15 12:48:28,573 - Train: 97.59% [1220800/1251000] [975.9/1000.0] [batch_t 0.464 (0.255)] [data_t 0.011] [optim_t 0.453] [lr 0.000034] [CE 4.173 (3.913)] [KD 1.883 (1.848)] 2024-10-15 12:48:40,942 - Train: 97.59% [1220850/1251000] [975.9/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000034] [CE 3.850 (3.870)] [KD 1.826 (1.821)] 2024-10-15 12:48:53,857 - Train: 97.59% [1220900/1251000] [975.9/1000.0] [batch_t 0.233 (0.258)] [data_t 0.009] [optim_t 0.224] [lr 0.000034] [CE 3.569 (3.862)] [KD 1.622 (1.851)] 2024-10-15 12:49:05,905 - Train: 97.60% [1220950/1251000] [976.0/1000.0] [batch_t 0.253 (0.241)] [data_t 0.008] [optim_t 0.245] [lr 0.000034] [CE 3.665 (3.897)] [KD 1.666 (1.856)] 2024-10-15 12:49:22,075 - Test (net): 100.00% [50/50] [batch_t 0.283 (0.190)] [top1_cnt 40937] [top5_cnt 47905] [top_all 50000] 2024-10-15 12:49:22,076 - net: 81.874 (95.810) 2024-10-15 12:49:32,156 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.183)] [top1_cnt 41062] [top5_cnt 47951] [top_all 50000] 2024-10-15 12:49:32,157 - net_E: 82.124 (95.902) 2024-10-15 12:49:32,329 - Max [top1: 81.884 (epoch: 971)] [top1-ema: 82.124 (epoch: 976)] 2024-10-15 12:49:32,330 - ==> Total time: 3 days, 16:11:25 Eta: 2:10:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:49:50,208 - Train: 97.60% [1221000/1251000] [976.0/1000.0] [batch_t 0.240 (0.263)] [data_t 0.008] [optim_t 0.232] [lr 0.000034] [CE 3.195 (3.807)] [KD 1.595 (1.822)] 2024-10-15 12:50:02,208 - Train: 97.61% [1221050/1251000] [976.1/1000.0] [batch_t 0.253 (0.240)] [data_t 0.008] [optim_t 0.245] [lr 0.000034] [CE 4.093 (3.934)] [KD 1.876 (1.882)] 2024-10-15 12:50:14,275 - Train: 97.61% [1221100/1251000] [976.1/1000.0] [batch_t 0.234 (0.241)] [data_t 0.010] [optim_t 0.224] [lr 0.000034] [CE 3.780 (3.849)] [KD 1.768 (1.823)] 2024-10-15 12:50:26,150 - Train: 97.61% [1221150/1251000] [976.1/1000.0] [batch_t 0.236 (0.237)] [data_t 0.006] [optim_t 0.229] [lr 0.000034] [CE 3.044 (3.799)] [KD 1.477 (1.810)] 2024-10-15 12:50:38,211 - Train: 97.62% [1221200/1251000] [976.2/1000.0] [batch_t 0.223 (0.241)] [data_t 0.006] [optim_t 0.216] [lr 0.000034] [CE 4.364 (3.850)] [KD 2.073 (1.819)] 2024-10-15 12:50:49,806 - Train: 97.62% [1221250/1251000] [976.2/1000.0] [batch_t 0.222 (0.232)] [data_t 0.010] [optim_t 0.212] [lr 0.000034] [CE 3.440 (3.794)] [KD 1.678 (1.798)] 2024-10-15 12:51:01,747 - Train: 97.63% [1221300/1251000] [976.3/1000.0] [batch_t 0.230 (0.239)] [data_t 0.006] [optim_t 0.224] [lr 0.000034] [CE 4.099 (3.824)] [KD 1.998 (1.820)] 2024-10-15 12:51:13,604 - Train: 97.63% [1221350/1251000] [976.3/1000.0] [batch_t 0.224 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.000034] [CE 3.346 (3.827)] [KD 1.640 (1.818)] 2024-10-15 12:51:25,787 - Train: 97.63% [1221400/1251000] [976.3/1000.0] [batch_t 0.236 (0.243)] [data_t 0.007] [optim_t 0.229] [lr 0.000034] [CE 3.469 (3.780)] [KD 1.618 (1.795)] 2024-10-15 12:51:38,443 - Train: 97.64% [1221450/1251000] [976.4/1000.0] [batch_t 0.239 (0.253)] [data_t 0.007] [optim_t 0.232] [lr 0.000034] [CE 3.958 (3.799)] [KD 1.949 (1.804)] 2024-10-15 12:51:50,984 - Train: 97.64% [1221500/1251000] [976.4/1000.0] [batch_t 0.251 (0.251)] [data_t 0.008] [optim_t 0.243] [lr 0.000034] [CE 3.911 (3.806)] [KD 1.901 (1.798)] 2024-10-15 12:52:02,886 - Train: 97.65% [1221550/1251000] [976.5/1000.0] [batch_t 0.244 (0.238)] [data_t 0.012] [optim_t 0.232] [lr 0.000034] [CE 4.366 (3.845)] [KD 2.019 (1.825)] 2024-10-15 12:52:15,535 - Train: 97.65% [1221600/1251000] [976.5/1000.0] [batch_t 0.247 (0.253)] [data_t 0.009] [optim_t 0.238] [lr 0.000034] [CE 4.234 (3.858)] [KD 2.108 (1.825)] 2024-10-15 12:52:27,996 - Train: 97.65% [1221650/1251000] [976.5/1000.0] [batch_t 0.248 (0.249)] [data_t 0.007] [optim_t 0.241] [lr 0.000034] [CE 3.909 (3.876)] [KD 1.786 (1.813)] 2024-10-15 12:52:40,694 - Train: 97.66% [1221700/1251000] [976.6/1000.0] [batch_t 0.234 (0.254)] [data_t 0.008] [optim_t 0.226] [lr 0.000034] [CE 3.605 (3.846)] [KD 1.611 (1.835)] 2024-10-15 12:52:53,325 - Train: 97.66% [1221750/1251000] [976.6/1000.0] [batch_t 0.244 (0.252)] [data_t 0.010] [optim_t 0.234] [lr 0.000034] [CE 4.116 (3.858)] [KD 2.087 (1.843)] 2024-10-15 12:53:05,792 - Train: 97.67% [1221800/1251000] [976.7/1000.0] [batch_t 0.241 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.000034] [CE 4.408 (3.857)] [KD 2.100 (1.841)] 2024-10-15 12:53:17,998 - Train: 97.67% [1221850/1251000] [976.7/1000.0] [batch_t 0.242 (0.244)] [data_t 0.011] [optim_t 0.231] [lr 0.000034] [CE 3.684 (3.847)] [KD 1.819 (1.831)] 2024-10-15 12:53:30,531 - Train: 97.67% [1221900/1251000] [976.7/1000.0] [batch_t 0.228 (0.250)] [data_t 0.009] [optim_t 0.220] [lr 0.000034] [CE 3.908 (3.834)] [KD 1.765 (1.824)] 2024-10-15 12:53:42,292 - Train: 97.68% [1221950/1251000] [976.8/1000.0] [batch_t 0.236 (0.235)] [data_t 0.008] [optim_t 0.229] [lr 0.000034] [CE 3.776 (3.936)] [KD 1.857 (1.870)] 2024-10-15 12:53:54,805 - Train: 97.68% [1222000/1251000] [976.8/1000.0] [batch_t 0.239 (0.250)] [data_t 0.009] [optim_t 0.230] [lr 0.000034] [CE 3.877 (3.766)] [KD 1.806 (1.770)] 2024-10-15 12:54:07,680 - Train: 97.69% [1222050/1251000] [976.9/1000.0] [batch_t 0.240 (0.257)] [data_t 0.009] [optim_t 0.230] [lr 0.000034] [CE 3.508 (3.882)] [KD 1.562 (1.855)] 2024-10-15 12:54:20,199 - Train: 97.69% [1222100/1251000] [976.9/1000.0] [batch_t 0.239 (0.250)] [data_t 0.008] [optim_t 0.231] [lr 0.000034] [CE 3.813 (3.856)] [KD 1.741 (1.832)] 2024-10-15 12:54:31,938 - Train: 97.69% [1222150/1251000] [976.9/1000.0] [batch_t 0.236 (0.235)] [data_t 0.010] [optim_t 0.226] [lr 0.000034] [CE 4.106 (3.819)] [KD 1.839 (1.805)] 2024-10-15 12:54:44,552 - Train: 97.70% [1222200/1251000] [977.0/1000.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.000034] [CE 4.030 (3.849)] [KD 1.875 (1.834)] 2024-10-15 12:55:00,553 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.184)] [top1_cnt 40955] [top5_cnt 47873] [top_all 50000] 2024-10-15 12:55:00,554 - net: 81.910 (95.746) 2024-10-15 12:55:09,827 - Test (net_E): 100.00% [50/50] [batch_t 0.244 (0.169)] [top1_cnt 41079] [top5_cnt 47959] [top_all 50000] 2024-10-15 12:55:09,827 - net_E: 82.158 (95.918) 2024-10-15 12:55:10,025 - Max [top1: 81.910 (epoch: 977)] [top1-ema: 82.158 (epoch: 977)] 2024-10-15 12:55:10,026 - ==> Total time: 3 days, 16:17:02 Eta: 2:04:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 12:55:33,876 - Train: 97.70% [1222250/1251000] [977.0/1000.0] [batch_t 0.234 (0.271)] [data_t 0.008] [optim_t 0.226] [lr 0.000034] [CE 4.036 (3.825)] [KD 1.799 (1.843)] 2024-10-15 12:55:46,583 - Train: 97.71% [1222300/1251000] [977.1/1000.0] [batch_t 0.239 (0.254)] [data_t 0.008] [optim_t 0.231] [lr 0.000034] [CE 3.690 (3.836)] [KD 1.791 (1.820)] 2024-10-15 12:55:59,074 - Train: 97.71% [1222350/1251000] [977.1/1000.0] [batch_t 0.236 (0.250)] [data_t 0.007] [optim_t 0.230] [lr 0.000034] [CE 3.922 (3.786)] [KD 1.737 (1.790)] 2024-10-15 12:56:11,417 - Train: 97.71% [1222400/1251000] [977.1/1000.0] [batch_t 0.218 (0.247)] [data_t 0.010] [optim_t 0.208] [lr 0.000034] [CE 4.159 (3.859)] [KD 2.002 (1.828)] 2024-10-15 12:56:23,557 - Train: 97.72% [1222450/1251000] [977.2/1000.0] [batch_t 0.231 (0.243)] [data_t 0.007] [optim_t 0.224] [lr 0.000034] [CE 4.132 (3.832)] [KD 1.891 (1.813)] 2024-10-15 12:56:35,847 - Train: 97.72% [1222500/1251000] [977.2/1000.0] [batch_t 0.242 (0.246)] [data_t 0.010] [optim_t 0.233] [lr 0.000034] [CE 3.277 (3.776)] [KD 1.516 (1.784)] 2024-10-15 12:56:48,088 - Train: 97.73% [1222550/1251000] [977.3/1000.0] [batch_t 0.222 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.000034] [CE 3.820 (3.852)] [KD 1.783 (1.815)] 2024-10-15 12:57:00,418 - Train: 97.73% [1222600/1251000] [977.3/1000.0] [batch_t 0.235 (0.246)] [data_t 0.008] [optim_t 0.227] [lr 0.000034] [CE 3.890 (3.845)] [KD 1.924 (1.836)] 2024-10-15 12:57:12,744 - Train: 97.73% [1222650/1251000] [977.3/1000.0] [batch_t 0.253 (0.246)] [data_t 0.008] [optim_t 0.244] [lr 0.000034] [CE 3.502 (3.839)] [KD 1.739 (1.811)] 2024-10-15 12:57:25,759 - Train: 97.74% [1222700/1251000] [977.4/1000.0] [batch_t 0.240 (0.260)] [data_t 0.006] [optim_t 0.234] [lr 0.000034] [CE 4.010 (3.854)] [KD 1.750 (1.836)] 2024-10-15 12:57:38,125 - Train: 97.74% [1222750/1251000] [977.4/1000.0] [batch_t 0.248 (0.247)] [data_t 0.010] [optim_t 0.238] [lr 0.000034] [CE 4.081 (3.887)] [KD 1.933 (1.863)] 2024-10-15 12:57:50,503 - Train: 97.75% [1222800/1251000] [977.5/1000.0] [batch_t 0.232 (0.247)] [data_t 0.008] [optim_t 0.224] [lr 0.000034] [CE 3.724 (3.843)] [KD 1.656 (1.819)] 2024-10-15 12:58:02,426 - Train: 97.75% [1222850/1251000] [977.5/1000.0] [batch_t 0.245 (0.238)] [data_t 0.010] [optim_t 0.235] [lr 0.000034] [CE 3.458 (3.866)] [KD 1.703 (1.846)] 2024-10-15 12:58:15,338 - Train: 97.75% [1222900/1251000] [977.5/1000.0] [batch_t 0.255 (0.258)] [data_t 0.009] [optim_t 0.246] [lr 0.000034] [CE 3.586 (3.799)] [KD 1.677 (1.789)] 2024-10-15 12:58:28,325 - Train: 97.76% [1222950/1251000] [977.6/1000.0] [batch_t 0.262 (0.260)] [data_t 0.009] [optim_t 0.253] [lr 0.000034] [CE 3.972 (3.843)] [KD 1.901 (1.827)] 2024-10-15 12:58:41,014 - Train: 97.76% [1223000/1251000] [977.6/1000.0] [batch_t 0.284 (0.254)] [data_t 0.007] [optim_t 0.277] [lr 0.000034] [CE 3.673 (3.879)] [KD 1.812 (1.857)] 2024-10-15 12:58:53,707 - Train: 97.77% [1223050/1251000] [977.7/1000.0] [batch_t 0.246 (0.254)] [data_t 0.010] [optim_t 0.236] [lr 0.000034] [CE 3.934 (3.876)] [KD 1.771 (1.828)] 2024-10-15 12:59:06,504 - Train: 97.77% [1223100/1251000] [977.7/1000.0] [batch_t 0.243 (0.256)] [data_t 0.009] [optim_t 0.234] [lr 0.000034] [CE 3.356 (3.876)] [KD 1.654 (1.854)] 2024-10-15 12:59:18,775 - Train: 97.77% [1223150/1251000] [977.7/1000.0] [batch_t 0.235 (0.245)] [data_t 0.008] [optim_t 0.227] [lr 0.000034] [CE 4.065 (3.851)] [KD 1.989 (1.833)] 2024-10-15 12:59:31,097 - Train: 97.78% [1223200/1251000] [977.8/1000.0] [batch_t 0.252 (0.246)] [data_t 0.008] [optim_t 0.244] [lr 0.000034] [CE 3.789 (3.842)] [KD 1.767 (1.811)] 2024-10-15 12:59:43,332 - Train: 97.78% [1223250/1251000] [977.8/1000.0] [batch_t 0.244 (0.245)] [data_t 0.008] [optim_t 0.237] [lr 0.000034] [CE 4.081 (3.780)] [KD 1.983 (1.781)] 2024-10-15 12:59:55,357 - Train: 97.79% [1223300/1251000] [977.9/1000.0] [batch_t 0.232 (0.240)] [data_t 0.008] [optim_t 0.224] [lr 0.000034] [CE 4.382 (3.836)] [KD 1.965 (1.802)] 2024-10-15 13:00:07,908 - Train: 97.79% [1223350/1251000] [977.9/1000.0] [batch_t 0.247 (0.251)] [data_t 0.010] [optim_t 0.237] [lr 0.000034] [CE 3.046 (3.777)] [KD 1.451 (1.787)] 2024-10-15 13:00:20,469 - Train: 97.79% [1223400/1251000] [977.9/1000.0] [batch_t 0.223 (0.251)] [data_t 0.009] [optim_t 0.214] [lr 0.000034] [CE 3.726 (3.908)] [KD 1.781 (1.850)] 2024-10-15 13:00:32,293 - Train: 97.80% [1223450/1251000] [978.0/1000.0] [batch_t 0.238 (0.236)] [data_t 0.007] [optim_t 0.232] [lr 0.000034] [CE 3.732 (3.862)] [KD 1.766 (1.824)] 2024-10-15 13:00:47,374 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.165)] [top1_cnt 40968] [top5_cnt 47882] [top_all 50000] 2024-10-15 13:00:47,375 - net: 81.936 (95.764) 2024-10-15 13:00:56,641 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.169)] [top1_cnt 41073] [top5_cnt 47950] [top_all 50000] 2024-10-15 13:00:56,642 - net_E: 82.146 (95.900) 2024-10-15 13:00:56,888 - Max [top1: 81.936 (epoch: 978)] [top1-ema: 82.158 (epoch: 977)] 2024-10-15 13:00:56,889 - ==> Total time: 3 days, 16:22:49 Eta: 1:59:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:01:16,353 - Train: 97.80% [1223500/1251000] [978.0/1000.0] [batch_t 0.247 (0.278)] [data_t 0.010] [optim_t 0.237] [lr 0.000034] [CE 3.498 (3.802)] [KD 1.718 (1.792)] 2024-10-15 13:01:28,885 - Train: 97.81% [1223550/1251000] [978.1/1000.0] [batch_t 0.250 (0.250)] [data_t 0.010] [optim_t 0.240] [lr 0.000034] [CE 3.999 (3.873)] [KD 1.843 (1.836)] 2024-10-15 13:01:41,120 - Train: 97.81% [1223600/1251000] [978.1/1000.0] [batch_t 0.223 (0.245)] [data_t 0.007] [optim_t 0.216] [lr 0.000034] [CE 3.861 (3.762)] [KD 1.701 (1.786)] 2024-10-15 13:01:53,299 - Train: 97.81% [1223650/1251000] [978.1/1000.0] [batch_t 0.239 (0.243)] [data_t 0.007] [optim_t 0.232] [lr 0.000034] [CE 4.173 (3.885)] [KD 1.965 (1.844)] 2024-10-15 13:02:05,843 - Train: 97.82% [1223700/1251000] [978.2/1000.0] [batch_t 0.225 (0.251)] [data_t 0.006] [optim_t 0.219] [lr 0.000033] [CE 4.267 (3.848)] [KD 2.065 (1.822)] 2024-10-15 13:02:17,991 - Train: 97.82% [1223750/1251000] [978.2/1000.0] [batch_t 0.247 (0.243)] [data_t 0.008] [optim_t 0.239] [lr 0.000033] [CE 4.009 (3.798)] [KD 1.937 (1.802)] 2024-10-15 13:02:30,475 - Train: 97.83% [1223800/1251000] [978.3/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.230] [lr 0.000033] [CE 3.805 (3.955)] [KD 2.061 (1.898)] 2024-10-15 13:02:43,035 - Train: 97.83% [1223850/1251000] [978.3/1000.0] [batch_t 0.264 (0.251)] [data_t 0.008] [optim_t 0.256] [lr 0.000033] [CE 4.020 (3.821)] [KD 1.931 (1.804)] 2024-10-15 13:02:55,601 - Train: 97.83% [1223900/1251000] [978.3/1000.0] [batch_t 0.232 (0.251)] [data_t 0.011] [optim_t 0.222] [lr 0.000033] [CE 4.003 (3.846)] [KD 2.028 (1.822)] 2024-10-15 13:03:07,938 - Train: 97.84% [1223950/1251000] [978.4/1000.0] [batch_t 0.266 (0.247)] [data_t 0.007] [optim_t 0.258] [lr 0.000033] [CE 3.943 (3.883)] [KD 1.812 (1.827)] 2024-10-15 13:03:20,640 - Train: 97.84% [1224000/1251000] [978.4/1000.0] [batch_t 0.247 (0.254)] [data_t 0.010] [optim_t 0.237] [lr 0.000033] [CE 3.442 (3.840)] [KD 1.688 (1.824)] 2024-10-15 13:03:32,861 - Train: 97.85% [1224050/1251000] [978.5/1000.0] [batch_t 0.242 (0.244)] [data_t 0.008] [optim_t 0.234] [lr 0.000033] [CE 3.819 (3.830)] [KD 1.812 (1.817)] 2024-10-15 13:03:45,216 - Train: 97.85% [1224100/1251000] [978.5/1000.0] [batch_t 0.228 (0.247)] [data_t 0.006] [optim_t 0.222] [lr 0.000033] [CE 3.621 (3.886)] [KD 1.707 (1.831)] 2024-10-15 13:03:57,647 - Train: 97.85% [1224150/1251000] [978.5/1000.0] [batch_t 0.248 (0.248)] [data_t 0.008] [optim_t 0.240] [lr 0.000033] [CE 4.259 (3.855)] [KD 2.035 (1.819)] 2024-10-15 13:04:10,541 - Train: 97.86% [1224200/1251000] [978.6/1000.0] [batch_t 0.232 (0.258)] [data_t 0.008] [optim_t 0.224] [lr 0.000033] [CE 4.161 (3.802)] [KD 2.055 (1.809)] 2024-10-15 13:04:22,548 - Train: 97.86% [1224250/1251000] [978.6/1000.0] [batch_t 0.244 (0.240)] [data_t 0.007] [optim_t 0.238] [lr 0.000033] [CE 4.120 (3.896)] [KD 1.999 (1.858)] 2024-10-15 13:04:35,407 - Train: 97.87% [1224300/1251000] [978.7/1000.0] [batch_t 0.212 (0.257)] [data_t 0.007] [optim_t 0.206] [lr 0.000033] [CE 4.086 (3.867)] [KD 1.943 (1.843)] 2024-10-15 13:04:47,471 - Train: 97.87% [1224350/1251000] [978.7/1000.0] [batch_t 0.242 (0.241)] [data_t 0.008] [optim_t 0.235] [lr 0.000033] [CE 3.578 (3.825)] [KD 1.740 (1.795)] 2024-10-15 13:04:59,712 - Train: 97.87% [1224400/1251000] [978.7/1000.0] [batch_t 0.243 (0.245)] [data_t 0.007] [optim_t 0.236] [lr 0.000033] [CE 3.868 (3.841)] [KD 1.783 (1.842)] 2024-10-15 13:05:11,959 - Train: 97.88% [1224450/1251000] [978.8/1000.0] [batch_t 0.227 (0.245)] [data_t 0.007] [optim_t 0.220] [lr 0.000033] [CE 3.905 (3.869)] [KD 1.722 (1.804)] 2024-10-15 13:05:24,677 - Train: 97.88% [1224500/1251000] [978.8/1000.0] [batch_t 0.585 (0.254)] [data_t 0.008] [optim_t 0.577] [lr 0.000033] [CE 3.891 (3.837)] [KD 1.906 (1.820)] 2024-10-15 13:05:36,885 - Train: 97.89% [1224550/1251000] [978.9/1000.0] [batch_t 0.257 (0.244)] [data_t 0.010] [optim_t 0.248] [lr 0.000033] [CE 3.851 (3.836)] [KD 1.865 (1.815)] 2024-10-15 13:05:49,683 - Train: 97.89% [1224600/1251000] [978.9/1000.0] [batch_t 0.242 (0.256)] [data_t 0.008] [optim_t 0.233] [lr 0.000033] [CE 3.721 (3.840)] [KD 1.754 (1.821)] 2024-10-15 13:06:02,071 - Train: 97.89% [1224650/1251000] [978.9/1000.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000033] [CE 3.966 (3.924)] [KD 1.795 (1.864)] 2024-10-15 13:06:14,164 - Train: 97.90% [1224700/1251000] [979.0/1000.0] [batch_t 0.249 (0.242)] [data_t 0.008] [optim_t 0.241] [lr 0.000033] [CE 3.960 (3.910)] [KD 1.875 (1.855)] 2024-10-15 13:06:31,799 - Test (net): 100.00% [50/50] [batch_t 0.144 (0.198)] [top1_cnt 40925] [top5_cnt 47891] [top_all 50000] 2024-10-15 13:06:31,800 - net: 81.850 (95.782) 2024-10-15 13:06:41,629 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.178)] [top1_cnt 41086] [top5_cnt 47951] [top_all 50000] 2024-10-15 13:06:41,630 - net_E: 82.172 (95.902) 2024-10-15 13:06:41,869 - Max [top1: 81.936 (epoch: 978)] [top1-ema: 82.172 (epoch: 979)] 2024-10-15 13:06:41,870 - ==> Total time: 3 days, 16:28:34 Eta: 1:53:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:06:59,974 - Train: 97.90% [1224750/1251000] [979.0/1000.0] [batch_t 0.233 (0.274)] [data_t 0.007] [optim_t 0.226] [lr 0.000033] [CE 3.786 (3.792)] [KD 1.796 (1.819)] 2024-10-15 13:07:12,135 - Train: 97.91% [1224800/1251000] [979.1/1000.0] [batch_t 0.224 (0.243)] [data_t 0.008] [optim_t 0.216] [lr 0.000033] [CE 3.947 (3.791)] [KD 1.971 (1.802)] 2024-10-15 13:07:24,120 - Train: 97.91% [1224850/1251000] [979.1/1000.0] [batch_t 0.242 (0.240)] [data_t 0.010] [optim_t 0.232] [lr 0.000033] [CE 4.138 (3.859)] [KD 1.814 (1.816)] 2024-10-15 13:07:36,900 - Train: 97.91% [1224900/1251000] [979.1/1000.0] [batch_t 0.262 (0.255)] [data_t 0.008] [optim_t 0.254] [lr 0.000033] [CE 4.054 (3.845)] [KD 1.976 (1.823)] 2024-10-15 13:07:49,064 - Train: 97.92% [1224950/1251000] [979.2/1000.0] [batch_t 0.257 (0.243)] [data_t 0.007] [optim_t 0.250] [lr 0.000033] [CE 3.493 (3.913)] [KD 1.621 (1.857)] 2024-10-15 13:08:01,225 - Train: 97.92% [1225000/1251000] [979.2/1000.0] [batch_t 0.229 (0.243)] [data_t 0.008] [optim_t 0.222] [lr 0.000033] [CE 4.071 (3.839)] [KD 2.046 (1.800)] 2024-10-15 13:08:13,617 - Train: 97.93% [1225050/1251000] [979.3/1000.0] [batch_t 0.227 (0.248)] [data_t 0.007] [optim_t 0.220] [lr 0.000033] [CE 3.574 (3.857)] [KD 1.580 (1.841)] 2024-10-15 13:08:26,247 - Train: 97.93% [1225100/1251000] [979.3/1000.0] [batch_t 0.252 (0.252)] [data_t 0.008] [optim_t 0.244] [lr 0.000033] [CE 3.973 (3.876)] [KD 1.875 (1.833)] 2024-10-15 13:08:38,346 - Train: 97.93% [1225150/1251000] [979.3/1000.0] [batch_t 0.241 (0.242)] [data_t 0.007] [optim_t 0.235] [lr 0.000033] [CE 3.409 (3.848)] [KD 1.734 (1.828)] 2024-10-15 13:08:51,296 - Train: 97.94% [1225200/1251000] [979.4/1000.0] [batch_t 0.253 (0.259)] [data_t 0.008] [optim_t 0.245] [lr 0.000033] [CE 3.595 (3.840)] [KD 1.682 (1.811)] 2024-10-15 13:09:03,310 - Train: 97.94% [1225250/1251000] [979.4/1000.0] [batch_t 0.244 (0.240)] [data_t 0.007] [optim_t 0.237] [lr 0.000033] [CE 4.047 (3.903)] [KD 1.991 (1.865)] 2024-10-15 13:09:16,177 - Train: 97.95% [1225300/1251000] [979.5/1000.0] [batch_t 0.254 (0.257)] [data_t 0.007] [optim_t 0.247] [lr 0.000033] [CE 4.008 (3.787)] [KD 1.905 (1.806)] 2024-10-15 13:09:28,923 - Train: 97.95% [1225350/1251000] [979.5/1000.0] [batch_t 0.234 (0.255)] [data_t 0.008] [optim_t 0.227] [lr 0.000033] [CE 3.924 (3.871)] [KD 1.900 (1.831)] 2024-10-15 13:09:41,538 - Train: 97.95% [1225400/1251000] [979.5/1000.0] [batch_t 0.241 (0.252)] [data_t 0.007] [optim_t 0.234] [lr 0.000033] [CE 4.201 (3.862)] [KD 2.035 (1.840)] 2024-10-15 13:09:53,487 - Train: 97.96% [1225450/1251000] [979.6/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.000033] [CE 4.225 (3.917)] [KD 2.034 (1.859)] 2024-10-15 13:10:06,626 - Train: 97.96% [1225500/1251000] [979.6/1000.0] [batch_t 0.238 (0.263)] [data_t 0.008] [optim_t 0.230] [lr 0.000033] [CE 3.885 (3.776)] [KD 1.796 (1.791)] 2024-10-15 13:10:19,078 - Train: 97.97% [1225550/1251000] [979.7/1000.0] [batch_t 0.245 (0.249)] [data_t 0.007] [optim_t 0.237] [lr 0.000033] [CE 4.101 (3.850)] [KD 2.037 (1.811)] 2024-10-15 13:10:31,454 - Train: 97.97% [1225600/1251000] [979.7/1000.0] [batch_t 0.234 (0.247)] [data_t 0.011] [optim_t 0.223] [lr 0.000033] [CE 3.579 (3.891)] [KD 1.586 (1.853)] 2024-10-15 13:10:44,112 - Train: 97.97% [1225650/1251000] [979.7/1000.0] [batch_t 0.234 (0.253)] [data_t 0.010] [optim_t 0.224] [lr 0.000033] [CE 4.087 (3.830)] [KD 1.889 (1.818)] 2024-10-15 13:10:56,826 - Train: 97.98% [1225700/1251000] [979.8/1000.0] [batch_t 0.226 (0.254)] [data_t 0.007] [optim_t 0.218] [lr 0.000033] [CE 3.971 (3.782)] [KD 1.880 (1.806)] 2024-10-15 13:11:08,784 - Train: 97.98% [1225750/1251000] [979.8/1000.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000033] [CE 3.899 (3.832)] [KD 1.882 (1.820)] 2024-10-15 13:11:21,735 - Train: 97.99% [1225800/1251000] [979.9/1000.0] [batch_t 0.243 (0.259)] [data_t 0.009] [optim_t 0.234] [lr 0.000033] [CE 4.022 (3.822)] [KD 1.989 (1.828)] 2024-10-15 13:11:33,988 - Train: 97.99% [1225850/1251000] [979.9/1000.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.000033] [CE 3.650 (3.865)] [KD 1.802 (1.828)] 2024-10-15 13:11:46,753 - Train: 97.99% [1225900/1251000] [979.9/1000.0] [batch_t 0.253 (0.255)] [data_t 0.008] [optim_t 0.245] [lr 0.000033] [CE 4.156 (3.727)] [KD 2.046 (1.776)] 2024-10-15 13:11:59,304 - Train: 98.00% [1225950/1251000] [980.0/1000.0] [batch_t 0.229 (0.251)] [data_t 0.009] [optim_t 0.220] [lr 0.000033] [CE 3.145 (3.814)] [KD 1.500 (1.803)] 2024-10-15 13:12:16,175 - Test (net): 100.00% [50/50] [batch_t 0.154 (0.182)] [top1_cnt 40984] [top5_cnt 47869] [top_all 50000] 2024-10-15 13:12:16,176 - net: 81.968 (95.738) 2024-10-15 13:12:25,926 - Test (net_E): 100.00% [50/50] [batch_t 0.484 (0.179)] [top1_cnt 41082] [top5_cnt 47953] [top_all 50000] 2024-10-15 13:12:25,927 - net_E: 82.164 (95.906) 2024-10-15 13:12:26,126 - Max [top1: 81.968 (epoch: 980)] [top1-ema: 82.172 (epoch: 979)] 2024-10-15 13:12:26,126 - ==> Total time: 3 days, 16:34:18 Eta: 1:48:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:12:44,075 - Train: 98.00% [1226000/1251000] [980.0/1000.0] [batch_t 0.231 (0.279)] [data_t 0.008] [optim_t 0.224] [lr 0.000033] [CE 3.598 (3.855)] [KD 1.732 (1.842)] 2024-10-15 13:12:55,948 - Train: 98.01% [1226050/1251000] [980.1/1000.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.218] [lr 0.000033] [CE 3.783 (3.759)] [KD 1.646 (1.780)] 2024-10-15 13:13:08,567 - Train: 98.01% [1226100/1251000] [980.1/1000.0] [batch_t 0.230 (0.252)] [data_t 0.008] [optim_t 0.222] [lr 0.000033] [CE 3.817 (3.783)] [KD 1.656 (1.770)] 2024-10-15 13:13:20,702 - Train: 98.01% [1226150/1251000] [980.1/1000.0] [batch_t 0.240 (0.242)] [data_t 0.007] [optim_t 0.232] [lr 0.000033] [CE 4.101 (3.866)] [KD 2.000 (1.818)] 2024-10-15 13:13:32,792 - Train: 98.02% [1226200/1251000] [980.2/1000.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000033] [CE 3.451 (3.827)] [KD 1.645 (1.832)] 2024-10-15 13:13:44,916 - Train: 98.02% [1226250/1251000] [980.2/1000.0] [batch_t 0.235 (0.242)] [data_t 0.008] [optim_t 0.227] [lr 0.000033] [CE 3.816 (3.792)] [KD 1.751 (1.800)] 2024-10-15 13:13:57,162 - Train: 98.03% [1226300/1251000] [980.3/1000.0] [batch_t 0.235 (0.245)] [data_t 0.010] [optim_t 0.225] [lr 0.000033] [CE 3.948 (3.833)] [KD 1.915 (1.808)] 2024-10-15 13:14:09,211 - Train: 98.03% [1226350/1251000] [980.3/1000.0] [batch_t 0.225 (0.241)] [data_t 0.008] [optim_t 0.217] [lr 0.000033] [CE 3.814 (3.838)] [KD 1.850 (1.820)] 2024-10-15 13:14:21,399 - Train: 98.03% [1226400/1251000] [980.3/1000.0] [batch_t 0.226 (0.244)] [data_t 0.007] [optim_t 0.220] [lr 0.000033] [CE 3.761 (3.756)] [KD 1.920 (1.781)] 2024-10-15 13:14:33,236 - Train: 98.04% [1226450/1251000] [980.4/1000.0] [batch_t 0.235 (0.237)] [data_t 0.008] [optim_t 0.228] [lr 0.000033] [CE 3.733 (3.876)] [KD 1.874 (1.852)] 2024-10-15 13:14:45,657 - Train: 98.04% [1226500/1251000] [980.4/1000.0] [batch_t 0.224 (0.248)] [data_t 0.008] [optim_t 0.216] [lr 0.000033] [CE 3.889 (3.902)] [KD 1.853 (1.840)] 2024-10-15 13:14:57,839 - Train: 98.05% [1226550/1251000] [980.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.010] [optim_t 0.230] [lr 0.000033] [CE 3.914 (3.873)] [KD 1.798 (1.807)] 2024-10-15 13:15:09,726 - Train: 98.05% [1226600/1251000] [980.5/1000.0] [batch_t 0.249 (0.238)] [data_t 0.011] [optim_t 0.238] [lr 0.000033] [CE 3.612 (3.826)] [KD 1.634 (1.808)] 2024-10-15 13:15:21,754 - Train: 98.05% [1226650/1251000] [980.5/1000.0] [batch_t 0.235 (0.240)] [data_t 0.006] [optim_t 0.229] [lr 0.000033] [CE 3.860 (3.911)] [KD 1.853 (1.882)] 2024-10-15 13:15:34,072 - Train: 98.06% [1226700/1251000] [980.6/1000.0] [batch_t 0.225 (0.246)] [data_t 0.008] [optim_t 0.217] [lr 0.000033] [CE 3.947 (3.852)] [KD 1.863 (1.820)] 2024-10-15 13:15:46,181 - Train: 98.06% [1226750/1251000] [980.6/1000.0] [batch_t 0.224 (0.242)] [data_t 0.006] [optim_t 0.218] [lr 0.000033] [CE 3.603 (3.830)] [KD 1.722 (1.817)] 2024-10-15 13:15:58,391 - Train: 98.07% [1226800/1251000] [980.7/1000.0] [batch_t 0.226 (0.244)] [data_t 0.008] [optim_t 0.218] [lr 0.000033] [CE 3.894 (3.825)] [KD 1.850 (1.815)] 2024-10-15 13:16:10,622 - Train: 98.07% [1226850/1251000] [980.7/1000.0] [batch_t 0.409 (0.244)] [data_t 0.010] [optim_t 0.399] [lr 0.000033] [CE 3.834 (3.808)] [KD 1.921 (1.781)] 2024-10-15 13:16:22,827 - Train: 98.07% [1226900/1251000] [980.7/1000.0] [batch_t 0.229 (0.244)] [data_t 0.007] [optim_t 0.222] [lr 0.000033] [CE 3.752 (3.857)] [KD 1.905 (1.836)] 2024-10-15 13:16:34,848 - Train: 98.08% [1226950/1251000] [980.8/1000.0] [batch_t 0.229 (0.240)] [data_t 0.006] [optim_t 0.223] [lr 0.000033] [CE 3.266 (3.857)] [KD 1.616 (1.819)] 2024-10-15 13:16:46,972 - Train: 98.08% [1227000/1251000] [980.8/1000.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.000033] [CE 3.676 (3.856)] [KD 1.668 (1.817)] 2024-10-15 13:16:59,153 - Train: 98.09% [1227050/1251000] [980.9/1000.0] [batch_t 0.219 (0.243)] [data_t 0.009] [optim_t 0.210] [lr 0.000033] [CE 3.909 (3.880)] [KD 1.839 (1.837)] 2024-10-15 13:17:11,950 - Train: 98.09% [1227100/1251000] [980.9/1000.0] [batch_t 0.241 (0.256)] [data_t 0.010] [optim_t 0.231] [lr 0.000033] [CE 3.727 (3.807)] [KD 1.811 (1.797)] 2024-10-15 13:17:24,047 - Train: 98.09% [1227150/1251000] [980.9/1000.0] [batch_t 0.230 (0.242)] [data_t 0.008] [optim_t 0.221] [lr 0.000033] [CE 4.033 (3.843)] [KD 1.843 (1.799)] 2024-10-15 13:17:35,918 - Train: 98.10% [1227200/1251000] [981.0/1000.0] [batch_t 0.234 (0.237)] [data_t 0.007] [optim_t 0.227] [lr 0.000033] [CE 3.584 (3.820)] [KD 1.795 (1.831)] 2024-10-15 13:17:52,103 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.170)] [top1_cnt 40958] [top5_cnt 47855] [top_all 50000] 2024-10-15 13:17:52,103 - net: 81.916 (95.710) 2024-10-15 13:18:01,304 - Test (net_E): 100.00% [50/50] [batch_t 0.038 (0.167)] [top1_cnt 41092] [top5_cnt 47957] [top_all 50000] 2024-10-15 13:18:01,304 - net_E: 82.184 (95.914) 2024-10-15 13:18:01,505 - Max [top1: 81.968 (epoch: 980)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 13:18:01,506 - ==> Total time: 3 days, 16:39:54 Eta: 1:43:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:18:21,360 - Train: 98.10% [1227250/1251000] [981.0/1000.0] [batch_t 0.232 (0.285)] [data_t 0.007] [optim_t 0.224] [lr 0.000033] [CE 3.983 (3.851)] [KD 1.857 (1.836)] 2024-10-15 13:18:34,373 - Train: 98.11% [1227300/1251000] [981.1/1000.0] [batch_t 0.234 (0.260)] [data_t 0.007] [optim_t 0.227] [lr 0.000033] [CE 3.264 (3.891)] [KD 1.453 (1.845)] 2024-10-15 13:18:47,049 - Train: 98.11% [1227350/1251000] [981.1/1000.0] [batch_t 0.243 (0.253)] [data_t 0.009] [optim_t 0.234] [lr 0.000033] [CE 3.616 (3.895)] [KD 1.668 (1.868)] 2024-10-15 13:18:59,312 - Train: 98.11% [1227400/1251000] [981.1/1000.0] [batch_t 0.240 (0.245)] [data_t 0.010] [optim_t 0.230] [lr 0.000033] [CE 3.783 (3.824)] [KD 1.845 (1.833)] 2024-10-15 13:19:11,481 - Train: 98.12% [1227450/1251000] [981.2/1000.0] [batch_t 0.460 (0.243)] [data_t 0.009] [optim_t 0.452] [lr 0.000033] [CE 4.272 (3.817)] [KD 2.123 (1.816)] 2024-10-15 13:19:23,946 - Train: 98.12% [1227500/1251000] [981.2/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.227] [lr 0.000033] [CE 3.635 (3.841)] [KD 1.713 (1.817)] 2024-10-15 13:19:36,071 - Train: 98.13% [1227550/1251000] [981.3/1000.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000033] [CE 3.990 (3.873)] [KD 1.857 (1.833)] 2024-10-15 13:19:48,592 - Train: 98.13% [1227600/1251000] [981.3/1000.0] [batch_t 0.420 (0.250)] [data_t 0.006] [optim_t 0.414] [lr 0.000033] [CE 3.815 (3.888)] [KD 1.868 (1.847)] 2024-10-15 13:20:01,095 - Train: 98.13% [1227650/1251000] [981.3/1000.0] [batch_t 0.226 (0.250)] [data_t 0.007] [optim_t 0.219] [lr 0.000033] [CE 3.978 (3.797)] [KD 2.009 (1.785)] 2024-10-15 13:20:13,780 - Train: 98.14% [1227700/1251000] [981.4/1000.0] [batch_t 0.235 (0.253)] [data_t 0.009] [optim_t 0.226] [lr 0.000033] [CE 3.824 (3.875)] [KD 1.780 (1.825)] 2024-10-15 13:20:26,313 - Train: 98.14% [1227750/1251000] [981.4/1000.0] [batch_t 0.232 (0.250)] [data_t 0.009] [optim_t 0.223] [lr 0.000033] [CE 3.356 (3.869)] [KD 1.765 (1.816)] 2024-10-15 13:20:38,587 - Train: 98.15% [1227800/1251000] [981.5/1000.0] [batch_t 0.225 (0.245)] [data_t 0.007] [optim_t 0.219] [lr 0.000033] [CE 3.629 (3.775)] [KD 1.578 (1.789)] 2024-10-15 13:20:50,708 - Train: 98.15% [1227850/1251000] [981.5/1000.0] [batch_t 0.259 (0.242)] [data_t 0.006] [optim_t 0.253] [lr 0.000033] [CE 3.692 (3.851)] [KD 1.603 (1.833)] 2024-10-15 13:21:03,238 - Train: 98.15% [1227900/1251000] [981.5/1000.0] [batch_t 0.239 (0.250)] [data_t 0.008] [optim_t 0.232] [lr 0.000032] [CE 3.759 (3.800)] [KD 1.699 (1.774)] 2024-10-15 13:21:16,349 - Train: 98.16% [1227950/1251000] [981.6/1000.0] [batch_t 0.242 (0.262)] [data_t 0.009] [optim_t 0.233] [lr 0.000032] [CE 3.593 (3.839)] [KD 1.754 (1.818)] 2024-10-15 13:21:28,967 - Train: 98.16% [1228000/1251000] [981.6/1000.0] [batch_t 0.235 (0.252)] [data_t 0.007] [optim_t 0.229] [lr 0.000032] [CE 4.271 (3.808)] [KD 2.046 (1.800)] 2024-10-15 13:21:41,462 - Train: 98.17% [1228050/1251000] [981.7/1000.0] [batch_t 0.237 (0.250)] [data_t 0.008] [optim_t 0.230] [lr 0.000032] [CE 3.322 (3.843)] [KD 1.539 (1.812)] 2024-10-15 13:21:54,760 - Train: 98.17% [1228100/1251000] [981.7/1000.0] [batch_t 0.244 (0.266)] [data_t 0.007] [optim_t 0.237] [lr 0.000032] [CE 3.807 (3.819)] [KD 1.876 (1.806)] 2024-10-15 13:22:07,166 - Train: 98.17% [1228150/1251000] [981.7/1000.0] [batch_t 0.218 (0.248)] [data_t 0.009] [optim_t 0.209] [lr 0.000032] [CE 4.031 (3.845)] [KD 1.876 (1.837)] 2024-10-15 13:22:19,435 - Train: 98.18% [1228200/1251000] [981.8/1000.0] [batch_t 0.243 (0.245)] [data_t 0.006] [optim_t 0.237] [lr 0.000032] [CE 3.920 (3.832)] [KD 1.888 (1.824)] 2024-10-15 13:22:32,573 - Train: 98.18% [1228250/1251000] [981.8/1000.0] [batch_t 0.239 (0.263)] [data_t 0.008] [optim_t 0.231] [lr 0.000032] [CE 3.824 (3.895)] [KD 1.881 (1.863)] 2024-10-15 13:22:45,080 - Train: 98.19% [1228300/1251000] [981.9/1000.0] [batch_t 0.239 (0.250)] [data_t 0.006] [optim_t 0.233] [lr 0.000032] [CE 4.271 (3.776)] [KD 2.070 (1.786)] 2024-10-15 13:22:58,096 - Train: 98.19% [1228350/1251000] [981.9/1000.0] [batch_t 0.232 (0.260)] [data_t 0.006] [optim_t 0.226] [lr 0.000032] [CE 3.832 (3.891)] [KD 1.857 (1.849)] 2024-10-15 13:23:11,155 - Train: 98.19% [1228400/1251000] [981.9/1000.0] [batch_t 0.225 (0.261)] [data_t 0.010] [optim_t 0.216] [lr 0.000032] [CE 3.443 (3.802)] [KD 1.552 (1.801)] 2024-10-15 13:23:23,495 - Train: 98.20% [1228450/1251000] [982.0/1000.0] [batch_t 0.243 (0.247)] [data_t 0.008] [optim_t 0.236] [lr 0.000032] [CE 4.120 (3.905)] [KD 1.913 (1.846)] 2024-10-15 13:23:40,014 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.168)] [top1_cnt 40932] [top5_cnt 47903] [top_all 50000] 2024-10-15 13:23:40,015 - net: 81.864 (95.806) 2024-10-15 13:23:49,704 - Test (net_E): 100.00% [50/50] [batch_t 0.128 (0.177)] [top1_cnt 41072] [top5_cnt 47956] [top_all 50000] 2024-10-15 13:23:49,705 - net_E: 82.144 (95.912) 2024-10-15 13:23:49,913 - Max [top1: 81.968 (epoch: 980)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 13:23:49,914 - ==> Total time: 3 days, 16:45:42 Eta: 1:37:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:23:57,900 - Train: 98.20% [1228500/1251000] [982.0/1000.0] [batch_t 0.232 (0.264)] [data_t 0.007] [optim_t 0.225] [lr 0.000032] [CE 3.770 (3.790)] [KD 1.833 (1.802)] 2024-10-15 13:24:10,445 - Train: 98.21% [1228550/1251000] [982.1/1000.0] [batch_t 0.253 (0.251)] [data_t 0.009] [optim_t 0.243] [lr 0.000032] [CE 3.630 (3.871)] [KD 1.673 (1.826)] 2024-10-15 13:24:22,924 - Train: 98.21% [1228600/1251000] [982.1/1000.0] [batch_t 0.242 (0.249)] [data_t 0.011] [optim_t 0.231] [lr 0.000032] [CE 4.400 (3.863)] [KD 2.001 (1.810)] 2024-10-15 13:24:35,278 - Train: 98.21% [1228650/1251000] [982.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.010] [optim_t 0.222] [lr 0.000032] [CE 3.706 (3.818)] [KD 1.692 (1.788)] 2024-10-15 13:24:47,490 - Train: 98.22% [1228700/1251000] [982.2/1000.0] [batch_t 0.251 (0.244)] [data_t 0.008] [optim_t 0.243] [lr 0.000032] [CE 3.879 (3.784)] [KD 1.754 (1.801)] 2024-10-15 13:24:59,844 - Train: 98.22% [1228750/1251000] [982.2/1000.0] [batch_t 0.240 (0.247)] [data_t 0.011] [optim_t 0.230] [lr 0.000032] [CE 3.429 (3.783)] [KD 1.670 (1.795)] 2024-10-15 13:25:12,075 - Train: 98.23% [1228800/1251000] [982.3/1000.0] [batch_t 0.241 (0.244)] [data_t 0.010] [optim_t 0.231] [lr 0.000032] [CE 3.945 (3.931)] [KD 1.847 (1.864)] 2024-10-15 13:25:24,525 - Train: 98.23% [1228850/1251000] [982.3/1000.0] [batch_t 0.243 (0.249)] [data_t 0.010] [optim_t 0.233] [lr 0.000032] [CE 3.703 (3.855)] [KD 1.737 (1.823)] 2024-10-15 13:25:36,970 - Train: 98.23% [1228900/1251000] [982.3/1000.0] [batch_t 0.240 (0.249)] [data_t 0.008] [optim_t 0.232] [lr 0.000032] [CE 4.061 (3.887)] [KD 1.939 (1.843)] 2024-10-15 13:25:49,551 - Train: 98.24% [1228950/1251000] [982.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.804 (3.829)] [KD 1.838 (1.817)] 2024-10-15 13:26:01,985 - Train: 98.24% [1229000/1251000] [982.4/1000.0] [batch_t 0.254 (0.249)] [data_t 0.008] [optim_t 0.246] [lr 0.000032] [CE 3.582 (3.830)] [KD 1.754 (1.819)] 2024-10-15 13:26:14,456 - Train: 98.25% [1229050/1251000] [982.5/1000.0] [batch_t 0.258 (0.249)] [data_t 0.008] [optim_t 0.250] [lr 0.000032] [CE 3.508 (3.754)] [KD 1.653 (1.768)] 2024-10-15 13:26:26,860 - Train: 98.25% [1229100/1251000] [982.5/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.231] [lr 0.000032] [CE 3.935 (3.948)] [KD 1.957 (1.877)] 2024-10-15 13:26:39,369 - Train: 98.25% [1229150/1251000] [982.5/1000.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.236] [lr 0.000032] [CE 4.084 (3.855)] [KD 1.926 (1.839)] 2024-10-15 13:26:51,502 - Train: 98.26% [1229200/1251000] [982.6/1000.0] [batch_t 0.248 (0.242)] [data_t 0.008] [optim_t 0.239] [lr 0.000032] [CE 3.984 (3.828)] [KD 1.946 (1.823)] 2024-10-15 13:27:04,224 - Train: 98.26% [1229250/1251000] [982.6/1000.0] [batch_t 0.253 (0.254)] [data_t 0.009] [optim_t 0.244] [lr 0.000032] [CE 3.954 (3.848)] [KD 1.903 (1.808)] 2024-10-15 13:27:16,826 - Train: 98.27% [1229300/1251000] [982.7/1000.0] [batch_t 0.230 (0.252)] [data_t 0.008] [optim_t 0.222] [lr 0.000032] [CE 3.227 (3.844)] [KD 1.421 (1.807)] 2024-10-15 13:27:29,639 - Train: 98.27% [1229350/1251000] [982.7/1000.0] [batch_t 0.224 (0.256)] [data_t 0.008] [optim_t 0.215] [lr 0.000032] [CE 3.873 (3.798)] [KD 1.828 (1.805)] 2024-10-15 13:27:41,960 - Train: 98.27% [1229400/1251000] [982.7/1000.0] [batch_t 0.242 (0.246)] [data_t 0.007] [optim_t 0.235] [lr 0.000032] [CE 3.977 (3.869)] [KD 1.882 (1.824)] 2024-10-15 13:27:54,564 - Train: 98.28% [1229450/1251000] [982.8/1000.0] [batch_t 0.226 (0.252)] [data_t 0.007] [optim_t 0.219] [lr 0.000032] [CE 3.884 (3.835)] [KD 1.841 (1.818)] 2024-10-15 13:28:06,663 - Train: 98.28% [1229500/1251000] [982.8/1000.0] [batch_t 0.239 (0.242)] [data_t 0.007] [optim_t 0.233] [lr 0.000032] [CE 3.845 (3.770)] [KD 1.672 (1.778)] 2024-10-15 13:28:19,345 - Train: 98.29% [1229550/1251000] [982.9/1000.0] [batch_t 0.256 (0.253)] [data_t 0.007] [optim_t 0.249] [lr 0.000032] [CE 3.645 (3.887)] [KD 1.713 (1.819)] 2024-10-15 13:28:32,396 - Train: 98.29% [1229600/1251000] [982.9/1000.0] [batch_t 0.596 (0.261)] [data_t 0.008] [optim_t 0.589] [lr 0.000032] [CE 3.390 (3.864)] [KD 1.581 (1.833)] 2024-10-15 13:28:45,341 - Train: 98.29% [1229650/1251000] [982.9/1000.0] [batch_t 0.237 (0.259)] [data_t 0.006] [optim_t 0.231] [lr 0.000032] [CE 3.408 (3.868)] [KD 1.647 (1.831)] 2024-10-15 13:28:57,466 - Train: 98.30% [1229700/1251000] [983.0/1000.0] [batch_t 0.236 (0.242)] [data_t 0.006] [optim_t 0.229] [lr 0.000032] [CE 3.830 (3.858)] [KD 1.833 (1.821)] 2024-10-15 13:29:14,606 - Test (net): 100.00% [50/50] [batch_t 0.046 (0.181)] [top1_cnt 40952] [top5_cnt 47916] [top_all 50000] 2024-10-15 13:29:14,607 - net: 81.904 (95.832) 2024-10-15 13:29:24,585 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.183)] [top1_cnt 41076] [top5_cnt 47966] [top_all 50000] 2024-10-15 13:29:24,585 - net_E: 82.152 (95.932) 2024-10-15 13:29:24,859 - Max [top1: 81.968 (epoch: 980)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 13:29:24,859 - ==> Total time: 3 days, 16:51:17 Eta: 1:32:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:29:33,045 - Train: 98.30% [1229750/1251000] [983.0/1000.0] [batch_t 0.228 (0.287)] [data_t 0.010] [optim_t 0.219] [lr 0.000032] [CE 3.589 (3.820)] [KD 1.670 (1.803)] 2024-10-15 13:29:45,514 - Train: 98.31% [1229800/1251000] [983.1/1000.0] [batch_t 0.239 (0.249)] [data_t 0.010] [optim_t 0.229] [lr 0.000032] [CE 3.624 (3.783)] [KD 1.740 (1.771)] 2024-10-15 13:29:57,407 - Train: 98.31% [1229850/1251000] [983.1/1000.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.000032] [CE 4.053 (3.881)] [KD 1.822 (1.839)] 2024-10-15 13:30:09,930 - Train: 98.31% [1229900/1251000] [983.1/1000.0] [batch_t 0.252 (0.250)] [data_t 0.008] [optim_t 0.244] [lr 0.000032] [CE 3.961 (3.839)] [KD 1.832 (1.801)] 2024-10-15 13:30:22,250 - Train: 98.32% [1229950/1251000] [983.2/1000.0] [batch_t 0.242 (0.246)] [data_t 0.007] [optim_t 0.235] [lr 0.000032] [CE 4.388 (3.883)] [KD 2.228 (1.836)] 2024-10-15 13:30:34,043 - Train: 98.32% [1230000/1251000] [983.2/1000.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 3.932 (3.823)] [KD 1.890 (1.809)] 2024-10-15 13:30:45,978 - Train: 98.33% [1230050/1251000] [983.3/1000.0] [batch_t 0.226 (0.238)] [data_t 0.010] [optim_t 0.216] [lr 0.000032] [CE 3.580 (3.828)] [KD 1.737 (1.821)] 2024-10-15 13:30:58,737 - Train: 98.33% [1230100/1251000] [983.3/1000.0] [batch_t 0.230 (0.255)] [data_t 0.006] [optim_t 0.224] [lr 0.000032] [CE 3.548 (3.763)] [KD 1.553 (1.755)] 2024-10-15 13:31:10,700 - Train: 98.33% [1230150/1251000] [983.3/1000.0] [batch_t 0.237 (0.239)] [data_t 0.007] [optim_t 0.230] [lr 0.000032] [CE 4.037 (3.887)] [KD 1.858 (1.846)] 2024-10-15 13:31:22,767 - Train: 98.34% [1230200/1251000] [983.4/1000.0] [batch_t 0.230 (0.241)] [data_t 0.008] [optim_t 0.222] [lr 0.000032] [CE 3.785 (3.901)] [KD 1.810 (1.852)] 2024-10-15 13:31:35,284 - Train: 98.34% [1230250/1251000] [983.4/1000.0] [batch_t 0.223 (0.250)] [data_t 0.006] [optim_t 0.217] [lr 0.000032] [CE 3.973 (3.874)] [KD 1.885 (1.831)] 2024-10-15 13:31:47,330 - Train: 98.35% [1230300/1251000] [983.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.007] [optim_t 0.231] [lr 0.000032] [CE 3.146 (3.787)] [KD 1.497 (1.780)] 2024-10-15 13:31:59,163 - Train: 98.35% [1230350/1251000] [983.5/1000.0] [batch_t 0.228 (0.236)] [data_t 0.007] [optim_t 0.221] [lr 0.000032] [CE 3.368 (3.862)] [KD 1.600 (1.841)] 2024-10-15 13:32:11,860 - Train: 98.35% [1230400/1251000] [983.5/1000.0] [batch_t 0.529 (0.254)] [data_t 0.009] [optim_t 0.519] [lr 0.000032] [CE 3.492 (3.847)] [KD 1.721 (1.823)] 2024-10-15 13:32:24,451 - Train: 98.36% [1230450/1251000] [983.6/1000.0] [batch_t 0.237 (0.252)] [data_t 0.007] [optim_t 0.230] [lr 0.000032] [CE 4.404 (3.898)] [KD 2.003 (1.830)] 2024-10-15 13:32:36,842 - Train: 98.36% [1230500/1251000] [983.6/1000.0] [batch_t 0.245 (0.248)] [data_t 0.008] [optim_t 0.237] [lr 0.000032] [CE 3.813 (3.805)] [KD 1.749 (1.812)] 2024-10-15 13:32:49,431 - Train: 98.37% [1230550/1251000] [983.7/1000.0] [batch_t 0.239 (0.252)] [data_t 0.008] [optim_t 0.231] [lr 0.000032] [CE 4.129 (3.775)] [KD 2.002 (1.788)] 2024-10-15 13:33:01,715 - Train: 98.37% [1230600/1251000] [983.7/1000.0] [batch_t 0.260 (0.245)] [data_t 0.007] [optim_t 0.252] [lr 0.000032] [CE 4.204 (3.766)] [KD 2.002 (1.786)] 2024-10-15 13:33:14,144 - Train: 98.37% [1230650/1251000] [983.7/1000.0] [batch_t 0.228 (0.248)] [data_t 0.009] [optim_t 0.219] [lr 0.000032] [CE 3.667 (3.820)] [KD 1.733 (1.791)] 2024-10-15 13:33:26,702 - Train: 98.38% [1230700/1251000] [983.8/1000.0] [batch_t 0.255 (0.251)] [data_t 0.010] [optim_t 0.245] [lr 0.000032] [CE 4.012 (3.875)] [KD 2.031 (1.847)] 2024-10-15 13:33:39,591 - Train: 98.38% [1230750/1251000] [983.8/1000.0] [batch_t 0.230 (0.258)] [data_t 0.007] [optim_t 0.223] [lr 0.000032] [CE 4.164 (3.789)] [KD 2.001 (1.809)] 2024-10-15 13:33:51,771 - Train: 98.39% [1230800/1251000] [983.9/1000.0] [batch_t 0.245 (0.243)] [data_t 0.008] [optim_t 0.236] [lr 0.000032] [CE 3.611 (3.806)] [KD 1.590 (1.792)] 2024-10-15 13:34:04,463 - Train: 98.39% [1230850/1251000] [983.9/1000.0] [batch_t 0.234 (0.254)] [data_t 0.010] [optim_t 0.224] [lr 0.000032] [CE 4.078 (3.853)] [KD 2.075 (1.828)] 2024-10-15 13:34:17,019 - Train: 98.39% [1230900/1251000] [983.9/1000.0] [batch_t 0.256 (0.251)] [data_t 0.007] [optim_t 0.250] [lr 0.000032] [CE 4.214 (3.906)] [KD 1.976 (1.846)] 2024-10-15 13:34:29,430 - Train: 98.40% [1230950/1251000] [984.0/1000.0] [batch_t 0.230 (0.248)] [data_t 0.010] [optim_t 0.220] [lr 0.000032] [CE 4.167 (3.913)] [KD 2.048 (1.872)] 2024-10-15 13:34:47,430 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.179)] [top1_cnt 40955] [top5_cnt 47909] [top_all 50000] 2024-10-15 13:34:47,431 - net: 81.910 (95.818) 2024-10-15 13:34:57,105 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.176)] [top1_cnt 41076] [top5_cnt 47963] [top_all 50000] 2024-10-15 13:34:57,106 - net_E: 82.152 (95.926) 2024-10-15 13:34:57,352 - Max [top1: 81.968 (epoch: 980)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 13:34:57,354 - ==> Total time: 3 days, 16:56:50 Eta: 1:26:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:35:05,703 - Train: 98.40% [1231000/1251000] [984.0/1000.0] [batch_t 0.456 (0.322)] [data_t 0.009] [optim_t 0.447] [lr 0.000032] [CE 3.824 (3.870)] [KD 1.910 (1.796)] 2024-10-15 13:35:18,272 - Train: 98.41% [1231050/1251000] [984.1/1000.0] [batch_t 0.260 (0.251)] [data_t 0.007] [optim_t 0.253] [lr 0.000032] [CE 3.979 (3.815)] [KD 1.784 (1.783)] 2024-10-15 13:35:30,492 - Train: 98.41% [1231100/1251000] [984.1/1000.0] [batch_t 0.222 (0.244)] [data_t 0.010] [optim_t 0.212] [lr 0.000032] [CE 4.151 (3.899)] [KD 1.988 (1.838)] 2024-10-15 13:35:42,551 - Train: 98.41% [1231150/1251000] [984.1/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000032] [CE 4.094 (3.878)] [KD 1.846 (1.843)] 2024-10-15 13:35:55,233 - Train: 98.42% [1231200/1251000] [984.2/1000.0] [batch_t 0.235 (0.253)] [data_t 0.011] [optim_t 0.224] [lr 0.000032] [CE 3.605 (3.849)] [KD 1.627 (1.820)] 2024-10-15 13:36:07,588 - Train: 98.42% [1231250/1251000] [984.2/1000.0] [batch_t 0.225 (0.247)] [data_t 0.007] [optim_t 0.218] [lr 0.000032] [CE 4.160 (3.844)] [KD 2.014 (1.822)] 2024-10-15 13:36:19,882 - Train: 98.43% [1231300/1251000] [984.3/1000.0] [batch_t 0.260 (0.246)] [data_t 0.009] [optim_t 0.251] [lr 0.000032] [CE 3.804 (3.867)] [KD 1.843 (1.813)] 2024-10-15 13:36:32,687 - Train: 98.43% [1231350/1251000] [984.3/1000.0] [batch_t 0.405 (0.256)] [data_t 0.007] [optim_t 0.398] [lr 0.000032] [CE 3.902 (3.747)] [KD 1.792 (1.777)] 2024-10-15 13:36:44,715 - Train: 98.43% [1231400/1251000] [984.3/1000.0] [batch_t 0.238 (0.240)] [data_t 0.008] [optim_t 0.230] [lr 0.000032] [CE 3.971 (3.796)] [KD 1.934 (1.772)] 2024-10-15 13:36:56,810 - Train: 98.44% [1231450/1251000] [984.4/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000032] [CE 4.088 (3.909)] [KD 1.836 (1.844)] 2024-10-15 13:37:09,272 - Train: 98.44% [1231500/1251000] [984.4/1000.0] [batch_t 0.253 (0.249)] [data_t 0.011] [optim_t 0.242] [lr 0.000032] [CE 3.185 (3.850)] [KD 1.408 (1.817)] 2024-10-15 13:37:21,758 - Train: 98.45% [1231550/1251000] [984.5/1000.0] [batch_t 0.249 (0.249)] [data_t 0.007] [optim_t 0.242] [lr 0.000032] [CE 3.874 (3.818)] [KD 1.856 (1.814)] 2024-10-15 13:37:34,658 - Train: 98.45% [1231600/1251000] [984.5/1000.0] [batch_t 0.243 (0.258)] [data_t 0.010] [optim_t 0.233] [lr 0.000032] [CE 3.502 (3.774)] [KD 1.647 (1.789)] 2024-10-15 13:37:47,069 - Train: 98.45% [1231650/1251000] [984.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.008] [optim_t 0.228] [lr 0.000032] [CE 3.600 (3.835)] [KD 1.697 (1.812)] 2024-10-15 13:37:59,487 - Train: 98.46% [1231700/1251000] [984.6/1000.0] [batch_t 0.243 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000032] [CE 3.424 (3.881)] [KD 1.655 (1.858)] 2024-10-15 13:38:11,744 - Train: 98.46% [1231750/1251000] [984.6/1000.0] [batch_t 0.236 (0.245)] [data_t 0.010] [optim_t 0.226] [lr 0.000032] [CE 3.528 (3.760)] [KD 1.601 (1.774)] 2024-10-15 13:38:24,009 - Train: 98.47% [1231800/1251000] [984.7/1000.0] [batch_t 0.231 (0.245)] [data_t 0.007] [optim_t 0.224] [lr 0.000032] [CE 4.548 (3.964)] [KD 2.147 (1.881)] 2024-10-15 13:38:36,117 - Train: 98.47% [1231850/1251000] [984.7/1000.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.000032] [CE 3.784 (3.873)] [KD 1.763 (1.837)] 2024-10-15 13:38:48,757 - Train: 98.47% [1231900/1251000] [984.7/1000.0] [batch_t 0.220 (0.253)] [data_t 0.009] [optim_t 0.210] [lr 0.000032] [CE 3.570 (3.854)] [KD 1.665 (1.811)] 2024-10-15 13:39:01,227 - Train: 98.48% [1231950/1251000] [984.8/1000.0] [batch_t 0.234 (0.249)] [data_t 0.008] [optim_t 0.226] [lr 0.000032] [CE 3.972 (3.841)] [KD 1.872 (1.823)] 2024-10-15 13:39:13,785 - Train: 98.48% [1232000/1251000] [984.8/1000.0] [batch_t 0.254 (0.251)] [data_t 0.008] [optim_t 0.246] [lr 0.000032] [CE 4.088 (3.843)] [KD 1.841 (1.818)] 2024-10-15 13:39:25,979 - Train: 98.49% [1232050/1251000] [984.9/1000.0] [batch_t 0.249 (0.244)] [data_t 0.007] [optim_t 0.242] [lr 0.000032] [CE 3.691 (3.838)] [KD 1.685 (1.823)] 2024-10-15 13:39:38,361 - Train: 98.49% [1232100/1251000] [984.9/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000032] [CE 4.083 (3.852)] [KD 1.930 (1.829)] 2024-10-15 13:39:50,488 - Train: 98.49% [1232150/1251000] [984.9/1000.0] [batch_t 0.231 (0.242)] [data_t 0.010] [optim_t 0.221] [lr 0.000032] [CE 3.326 (3.837)] [KD 1.628 (1.821)] 2024-10-15 13:40:03,039 - Train: 98.50% [1232200/1251000] [985.0/1000.0] [batch_t 0.231 (0.251)] [data_t 0.011] [optim_t 0.220] [lr 0.000032] [CE 4.160 (3.804)] [KD 1.953 (1.798)] 2024-10-15 13:40:20,001 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 40943] [top5_cnt 47868] [top_all 50000] 2024-10-15 13:40:20,002 - net: 81.886 (95.736) 2024-10-15 13:40:30,039 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.184)] [top1_cnt 41055] [top5_cnt 47950] [top_all 50000] 2024-10-15 13:40:30,039 - net_E: 82.110 (95.900) 2024-10-15 13:40:30,281 - Max [top1: 81.968 (epoch: 980)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 13:40:30,282 - ==> Total time: 3 days, 17:02:23 Eta: 1:21:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:40:37,856 - Train: 98.50% [1232250/1251000] [985.0/1000.0] [batch_t 0.232 (0.279)] [data_t 0.007] [optim_t 0.224] [lr 0.000032] [CE 3.851 (3.929)] [KD 1.857 (1.892)] 2024-10-15 13:40:49,828 - Train: 98.51% [1232300/1251000] [985.1/1000.0] [batch_t 0.250 (0.239)] [data_t 0.010] [optim_t 0.241] [lr 0.000032] [CE 4.002 (3.798)] [KD 1.872 (1.806)] 2024-10-15 13:41:02,383 - Train: 98.51% [1232350/1251000] [985.1/1000.0] [batch_t 0.233 (0.251)] [data_t 0.008] [optim_t 0.225] [lr 0.000032] [CE 4.223 (3.884)] [KD 2.123 (1.844)] 2024-10-15 13:41:14,620 - Train: 98.51% [1232400/1251000] [985.1/1000.0] [batch_t 0.236 (0.244)] [data_t 0.010] [optim_t 0.226] [lr 0.000032] [CE 4.263 (3.899)] [KD 1.918 (1.852)] 2024-10-15 13:41:26,738 - Train: 98.52% [1232450/1251000] [985.2/1000.0] [batch_t 0.239 (0.242)] [data_t 0.008] [optim_t 0.230] [lr 0.000032] [CE 3.751 (3.863)] [KD 1.576 (1.813)] 2024-10-15 13:41:38,538 - Train: 98.52% [1232500/1251000] [985.2/1000.0] [batch_t 0.227 (0.236)] [data_t 0.011] [optim_t 0.216] [lr 0.000032] [CE 3.949 (3.873)] [KD 1.852 (1.825)] 2024-10-15 13:41:50,948 - Train: 98.53% [1232550/1251000] [985.3/1000.0] [batch_t 0.219 (0.248)] [data_t 0.007] [optim_t 0.212] [lr 0.000032] [CE 3.624 (3.865)] [KD 1.731 (1.819)] 2024-10-15 13:42:03,126 - Train: 98.53% [1232600/1251000] [985.3/1000.0] [batch_t 0.249 (0.243)] [data_t 0.008] [optim_t 0.242] [lr 0.000032] [CE 3.709 (3.842)] [KD 1.737 (1.811)] 2024-10-15 13:42:15,381 - Train: 98.53% [1232650/1251000] [985.3/1000.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 4.032 (3.811)] [KD 1.821 (1.791)] 2024-10-15 13:42:27,513 - Train: 98.54% [1232700/1251000] [985.4/1000.0] [batch_t 0.252 (0.242)] [data_t 0.011] [optim_t 0.241] [lr 0.000032] [CE 4.142 (3.781)] [KD 1.868 (1.785)] 2024-10-15 13:42:39,899 - Train: 98.54% [1232750/1251000] [985.4/1000.0] [batch_t 0.215 (0.247)] [data_t 0.007] [optim_t 0.208] [lr 0.000032] [CE 3.667 (3.814)] [KD 1.698 (1.800)] 2024-10-15 13:42:52,161 - Train: 98.55% [1232800/1251000] [985.5/1000.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 3.765 (3.817)] [KD 1.823 (1.812)] 2024-10-15 13:43:04,578 - Train: 98.55% [1232850/1251000] [985.5/1000.0] [batch_t 0.260 (0.248)] [data_t 0.007] [optim_t 0.253] [lr 0.000032] [CE 3.869 (3.787)] [KD 1.776 (1.783)] 2024-10-15 13:43:16,636 - Train: 98.55% [1232900/1251000] [985.5/1000.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.000032] [CE 3.842 (3.868)] [KD 1.816 (1.824)] 2024-10-15 13:43:29,017 - Train: 98.56% [1232950/1251000] [985.6/1000.0] [batch_t 0.214 (0.247)] [data_t 0.007] [optim_t 0.207] [lr 0.000032] [CE 3.908 (3.889)] [KD 1.886 (1.854)] 2024-10-15 13:43:41,730 - Train: 98.56% [1233000/1251000] [985.6/1000.0] [batch_t 0.249 (0.254)] [data_t 0.007] [optim_t 0.242] [lr 0.000032] [CE 4.228 (3.841)] [KD 1.856 (1.813)] 2024-10-15 13:43:53,678 - Train: 98.57% [1233050/1251000] [985.7/1000.0] [batch_t 0.214 (0.239)] [data_t 0.006] [optim_t 0.207] [lr 0.000032] [CE 3.964 (3.832)] [KD 1.865 (1.815)] 2024-10-15 13:44:05,652 - Train: 98.57% [1233100/1251000] [985.7/1000.0] [batch_t 0.249 (0.239)] [data_t 0.008] [optim_t 0.241] [lr 0.000032] [CE 4.059 (3.844)] [KD 1.966 (1.799)] 2024-10-15 13:44:18,066 - Train: 98.57% [1233150/1251000] [985.7/1000.0] [batch_t 0.233 (0.248)] [data_t 0.007] [optim_t 0.226] [lr 0.000031] [CE 3.846 (3.888)] [KD 1.748 (1.845)] 2024-10-15 13:44:30,502 - Train: 98.58% [1233200/1251000] [985.8/1000.0] [batch_t 0.256 (0.249)] [data_t 0.007] [optim_t 0.249] [lr 0.000031] [CE 3.266 (3.785)] [KD 1.396 (1.781)] 2024-10-15 13:44:42,583 - Train: 98.58% [1233250/1251000] [985.8/1000.0] [batch_t 0.237 (0.241)] [data_t 0.007] [optim_t 0.230] [lr 0.000031] [CE 3.446 (3.836)] [KD 1.700 (1.813)] 2024-10-15 13:44:54,691 - Train: 98.59% [1233300/1251000] [985.9/1000.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 4.352 (3.802)] [KD 2.224 (1.791)] 2024-10-15 13:45:07,324 - Train: 98.59% [1233350/1251000] [985.9/1000.0] [batch_t 0.215 (0.252)] [data_t 0.006] [optim_t 0.209] [lr 0.000031] [CE 3.993 (3.845)] [KD 1.901 (1.836)] 2024-10-15 13:45:19,546 - Train: 98.59% [1233400/1251000] [985.9/1000.0] [batch_t 0.248 (0.244)] [data_t 0.008] [optim_t 0.240] [lr 0.000031] [CE 4.001 (3.831)] [KD 1.829 (1.808)] 2024-10-15 13:45:31,870 - Train: 98.60% [1233450/1251000] [986.0/1000.0] [batch_t 0.241 (0.246)] [data_t 0.006] [optim_t 0.235] [lr 0.000031] [CE 3.746 (3.855)] [KD 1.737 (1.812)] 2024-10-15 13:45:49,493 - Test (net): 100.00% [50/50] [batch_t 0.083 (0.173)] [top1_cnt 40967] [top5_cnt 47882] [top_all 50000] 2024-10-15 13:45:49,494 - net: 81.934 (95.764) 2024-10-15 13:45:59,062 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.174)] [top1_cnt 41068] [top5_cnt 47950] [top_all 50000] 2024-10-15 13:45:59,062 - net_E: 82.136 (95.900) 2024-10-15 13:45:59,267 - Max [top1: 81.968 (epoch: 980)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 13:45:59,268 - ==> Total time: 3 days, 17:07:52 Eta: 1:15:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:46:06,286 - Train: 98.60% [1233500/1251000] [986.0/1000.0] [batch_t 0.248 (0.292)] [data_t 0.010] [optim_t 0.238] [lr 0.000031] [CE 3.612 (3.824)] [KD 1.732 (1.805)] 2024-10-15 13:46:18,698 - Train: 98.61% [1233550/1251000] [986.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.007] [optim_t 0.226] [lr 0.000031] [CE 3.772 (3.805)] [KD 1.800 (1.797)] 2024-10-15 13:46:31,503 - Train: 98.61% [1233600/1251000] [986.1/1000.0] [batch_t 0.240 (0.256)] [data_t 0.009] [optim_t 0.231] [lr 0.000031] [CE 4.115 (3.895)] [KD 1.883 (1.836)] 2024-10-15 13:46:43,915 - Train: 98.61% [1233650/1251000] [986.1/1000.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.000031] [CE 3.583 (3.785)] [KD 1.714 (1.789)] 2024-10-15 13:46:56,268 - Train: 98.62% [1233700/1251000] [986.2/1000.0] [batch_t 0.239 (0.247)] [data_t 0.007] [optim_t 0.232] [lr 0.000031] [CE 4.173 (3.886)] [KD 2.089 (1.849)] 2024-10-15 13:47:08,571 - Train: 98.62% [1233750/1251000] [986.2/1000.0] [batch_t 0.237 (0.246)] [data_t 0.007] [optim_t 0.229] [lr 0.000031] [CE 3.624 (3.803)] [KD 1.772 (1.800)] 2024-10-15 13:47:21,069 - Train: 98.63% [1233800/1251000] [986.3/1000.0] [batch_t 0.244 (0.250)] [data_t 0.008] [optim_t 0.237] [lr 0.000031] [CE 4.046 (3.854)] [KD 1.833 (1.801)] 2024-10-15 13:47:33,680 - Train: 98.63% [1233850/1251000] [986.3/1000.0] [batch_t 0.252 (0.252)] [data_t 0.007] [optim_t 0.246] [lr 0.000031] [CE 4.028 (3.830)] [KD 1.918 (1.822)] 2024-10-15 13:47:45,924 - Train: 98.63% [1233900/1251000] [986.3/1000.0] [batch_t 0.230 (0.245)] [data_t 0.008] [optim_t 0.222] [lr 0.000031] [CE 3.779 (3.857)] [KD 1.732 (1.817)] 2024-10-15 13:47:58,015 - Train: 98.64% [1233950/1251000] [986.4/1000.0] [batch_t 0.234 (0.242)] [data_t 0.010] [optim_t 0.224] [lr 0.000031] [CE 3.651 (3.899)] [KD 1.722 (1.836)] 2024-10-15 13:48:10,853 - Train: 98.64% [1234000/1251000] [986.4/1000.0] [batch_t 0.247 (0.257)] [data_t 0.007] [optim_t 0.240] [lr 0.000031] [CE 3.929 (3.822)] [KD 1.922 (1.814)] 2024-10-15 13:48:23,646 - Train: 98.65% [1234050/1251000] [986.5/1000.0] [batch_t 0.233 (0.256)] [data_t 0.007] [optim_t 0.225] [lr 0.000031] [CE 4.015 (3.868)] [KD 1.893 (1.834)] 2024-10-15 13:48:35,982 - Train: 98.65% [1234100/1251000] [986.5/1000.0] [batch_t 0.229 (0.247)] [data_t 0.008] [optim_t 0.220] [lr 0.000031] [CE 3.704 (3.866)] [KD 1.760 (1.822)] 2024-10-15 13:48:48,296 - Train: 98.65% [1234150/1251000] [986.5/1000.0] [batch_t 0.234 (0.246)] [data_t 0.010] [optim_t 0.225] [lr 0.000031] [CE 3.728 (3.857)] [KD 1.613 (1.820)] 2024-10-15 13:49:01,024 - Train: 98.66% [1234200/1251000] [986.6/1000.0] [batch_t 0.231 (0.254)] [data_t 0.008] [optim_t 0.223] [lr 0.000031] [CE 3.901 (3.867)] [KD 1.875 (1.840)] 2024-10-15 13:49:13,229 - Train: 98.66% [1234250/1251000] [986.6/1000.0] [batch_t 0.223 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.000031] [CE 3.728 (3.914)] [KD 1.735 (1.848)] 2024-10-15 13:49:25,461 - Train: 98.67% [1234300/1251000] [986.7/1000.0] [batch_t 0.230 (0.244)] [data_t 0.010] [optim_t 0.220] [lr 0.000031] [CE 3.969 (3.877)] [KD 1.834 (1.840)] 2024-10-15 13:49:37,631 - Train: 98.67% [1234350/1251000] [986.7/1000.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000031] [CE 4.198 (3.880)] [KD 1.995 (1.836)] 2024-10-15 13:49:49,795 - Train: 98.67% [1234400/1251000] [986.7/1000.0] [batch_t 0.241 (0.243)] [data_t 0.011] [optim_t 0.230] [lr 0.000031] [CE 3.561 (3.823)] [KD 1.542 (1.779)] 2024-10-15 13:50:02,058 - Train: 98.68% [1234450/1251000] [986.8/1000.0] [batch_t 0.252 (0.245)] [data_t 0.008] [optim_t 0.244] [lr 0.000031] [CE 4.208 (3.804)] [KD 2.039 (1.788)] 2024-10-15 13:50:14,467 - Train: 98.68% [1234500/1251000] [986.8/1000.0] [batch_t 0.229 (0.248)] [data_t 0.010] [optim_t 0.219] [lr 0.000031] [CE 3.660 (3.845)] [KD 1.763 (1.819)] 2024-10-15 13:50:26,472 - Train: 98.69% [1234550/1251000] [986.9/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.227] [lr 0.000031] [CE 3.939 (3.824)] [KD 1.874 (1.797)] 2024-10-15 13:50:39,136 - Train: 98.69% [1234600/1251000] [986.9/1000.0] [batch_t 0.232 (0.253)] [data_t 0.007] [optim_t 0.225] [lr 0.000031] [CE 3.663 (3.803)] [KD 1.824 (1.806)] 2024-10-15 13:50:51,879 - Train: 98.69% [1234650/1251000] [986.9/1000.0] [batch_t 0.240 (0.255)] [data_t 0.009] [optim_t 0.231] [lr 0.000031] [CE 4.104 (3.852)] [KD 2.153 (1.832)] 2024-10-15 13:51:03,637 - Train: 98.70% [1234700/1251000] [987.0/1000.0] [batch_t 0.234 (0.235)] [data_t 0.007] [optim_t 0.227] [lr 0.000031] [CE 4.330 (3.911)] [KD 2.056 (1.851)] 2024-10-15 13:51:23,192 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.202)] [top1_cnt 40927] [top5_cnt 47900] [top_all 50000] 2024-10-15 13:51:23,192 - net: 81.854 (95.800) 2024-10-15 13:51:33,551 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.190)] [top1_cnt 41083] [top5_cnt 47953] [top_all 50000] 2024-10-15 13:51:33,551 - net_E: 82.166 (95.906) 2024-10-15 13:51:33,807 - Max [top1: 81.968 (epoch: 980)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 13:51:33,808 - ==> Total time: 3 days, 17:13:26 Eta: 1:10:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:51:41,148 - Train: 98.70% [1234750/1251000] [987.0/1000.0] [batch_t 0.237 (0.300)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 4.243 (3.877)] [KD 1.942 (1.833)] 2024-10-15 13:51:53,818 - Train: 98.71% [1234800/1251000] [987.1/1000.0] [batch_t 0.468 (0.253)] [data_t 0.008] [optim_t 0.460] [lr 0.000031] [CE 3.909 (3.765)] [KD 1.870 (1.767)] 2024-10-15 13:52:06,224 - Train: 98.71% [1234850/1251000] [987.1/1000.0] [batch_t 0.233 (0.248)] [data_t 0.008] [optim_t 0.225] [lr 0.000031] [CE 4.159 (3.823)] [KD 1.926 (1.804)] 2024-10-15 13:52:18,603 - Train: 98.71% [1234900/1251000] [987.1/1000.0] [batch_t 0.223 (0.247)] [data_t 0.010] [optim_t 0.213] [lr 0.000031] [CE 4.117 (3.857)] [KD 1.974 (1.834)] 2024-10-15 13:52:30,794 - Train: 98.72% [1234950/1251000] [987.2/1000.0] [batch_t 0.245 (0.244)] [data_t 0.010] [optim_t 0.234] [lr 0.000031] [CE 3.979 (3.841)] [KD 1.764 (1.816)] 2024-10-15 13:52:42,837 - Train: 98.72% [1235000/1251000] [987.2/1000.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 3.782 (3.849)] [KD 1.800 (1.823)] 2024-10-15 13:52:55,011 - Train: 98.73% [1235050/1251000] [987.3/1000.0] [batch_t 0.224 (0.243)] [data_t 0.007] [optim_t 0.217] [lr 0.000031] [CE 3.897 (3.786)] [KD 1.754 (1.770)] 2024-10-15 13:53:07,615 - Train: 98.73% [1235100/1251000] [987.3/1000.0] [batch_t 0.233 (0.252)] [data_t 0.007] [optim_t 0.226] [lr 0.000031] [CE 4.572 (3.807)] [KD 2.124 (1.795)] 2024-10-15 13:53:19,796 - Train: 98.73% [1235150/1251000] [987.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.010] [optim_t 0.227] [lr 0.000031] [CE 3.865 (3.885)] [KD 1.759 (1.860)] 2024-10-15 13:53:32,078 - Train: 98.74% [1235200/1251000] [987.4/1000.0] [batch_t 0.226 (0.245)] [data_t 0.008] [optim_t 0.218] [lr 0.000031] [CE 3.918 (3.836)] [KD 1.932 (1.808)] 2024-10-15 13:53:44,581 - Train: 98.74% [1235250/1251000] [987.4/1000.0] [batch_t 0.229 (0.250)] [data_t 0.007] [optim_t 0.221] [lr 0.000031] [CE 3.771 (3.848)] [KD 1.516 (1.813)] 2024-10-15 13:53:57,036 - Train: 98.75% [1235300/1251000] [987.5/1000.0] [batch_t 0.241 (0.249)] [data_t 0.006] [optim_t 0.235] [lr 0.000031] [CE 3.745 (3.869)] [KD 1.777 (1.816)] 2024-10-15 13:54:09,189 - Train: 98.75% [1235350/1251000] [987.5/1000.0] [batch_t 0.236 (0.243)] [data_t 0.011] [optim_t 0.225] [lr 0.000031] [CE 3.329 (3.832)] [KD 1.560 (1.818)] 2024-10-15 13:54:21,509 - Train: 98.75% [1235400/1251000] [987.5/1000.0] [batch_t 0.247 (0.246)] [data_t 0.010] [optim_t 0.237] [lr 0.000031] [CE 4.137 (3.831)] [KD 2.014 (1.820)] 2024-10-15 13:54:33,754 - Train: 98.76% [1235450/1251000] [987.6/1000.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.000031] [CE 3.893 (3.772)] [KD 1.722 (1.775)] 2024-10-15 13:54:46,230 - Train: 98.76% [1235500/1251000] [987.6/1000.0] [batch_t 0.504 (0.249)] [data_t 0.010] [optim_t 0.494] [lr 0.000031] [CE 3.541 (3.764)] [KD 1.637 (1.797)] 2024-10-15 13:54:58,368 - Train: 98.76% [1235550/1251000] [987.6/1000.0] [batch_t 0.249 (0.243)] [data_t 0.009] [optim_t 0.240] [lr 0.000031] [CE 4.077 (3.813)] [KD 1.909 (1.809)] 2024-10-15 13:55:10,506 - Train: 98.77% [1235600/1251000] [987.7/1000.0] [batch_t 0.238 (0.243)] [data_t 0.010] [optim_t 0.228] [lr 0.000031] [CE 4.017 (3.891)] [KD 2.082 (1.866)] 2024-10-15 13:55:23,186 - Train: 98.77% [1235650/1251000] [987.7/1000.0] [batch_t 0.245 (0.253)] [data_t 0.009] [optim_t 0.236] [lr 0.000031] [CE 3.870 (3.798)] [KD 1.755 (1.792)] 2024-10-15 13:55:35,532 - Train: 98.78% [1235700/1251000] [987.8/1000.0] [batch_t 0.241 (0.247)] [data_t 0.011] [optim_t 0.230] [lr 0.000031] [CE 3.242 (3.856)] [KD 1.496 (1.812)] 2024-10-15 13:55:47,979 - Train: 98.78% [1235750/1251000] [987.8/1000.0] [batch_t 0.225 (0.249)] [data_t 0.010] [optim_t 0.215] [lr 0.000031] [CE 3.682 (3.848)] [KD 1.851 (1.812)] 2024-10-15 13:56:00,542 - Train: 98.78% [1235800/1251000] [987.8/1000.0] [batch_t 0.248 (0.251)] [data_t 0.010] [optim_t 0.238] [lr 0.000031] [CE 3.875 (3.829)] [KD 1.807 (1.807)] 2024-10-15 13:56:13,422 - Train: 98.79% [1235850/1251000] [987.9/1000.0] [batch_t 0.255 (0.257)] [data_t 0.009] [optim_t 0.245] [lr 0.000031] [CE 3.693 (3.844)] [KD 1.704 (1.814)] 2024-10-15 13:56:25,567 - Train: 98.79% [1235900/1251000] [987.9/1000.0] [batch_t 0.232 (0.243)] [data_t 0.007] [optim_t 0.225] [lr 0.000031] [CE 4.506 (3.815)] [KD 2.122 (1.793)] 2024-10-15 13:56:38,143 - Train: 98.80% [1235950/1251000] [988.0/1000.0] [batch_t 0.234 (0.251)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 4.063 (3.701)] [KD 2.012 (1.747)] 2024-10-15 13:56:56,155 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.171)] [top1_cnt 41019] [top5_cnt 47883] [top_all 50000] 2024-10-15 13:56:56,156 - net: 82.038 (95.766) 2024-10-15 13:57:05,301 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.163)] [top1_cnt 41083] [top5_cnt 47963] [top_all 50000] 2024-10-15 13:57:05,302 - net_E: 82.166 (95.926) 2024-10-15 13:57:05,530 - Max [top1: 82.038 (epoch: 988)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 13:57:05,531 - ==> Total time: 3 days, 17:18:58 Eta: 1:05:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 13:57:23,035 - Train: 98.80% [1236000/1251000] [988.0/1000.0] [batch_t 0.235 (0.295)] [data_t 0.010] [optim_t 0.225] [lr 0.000031] [CE 3.168 (3.972)] [KD 1.475 (1.870)] 2024-10-15 13:57:35,454 - Train: 98.80% [1236050/1251000] [988.0/1000.0] [batch_t 0.231 (0.248)] [data_t 0.008] [optim_t 0.224] [lr 0.000031] [CE 3.293 (3.754)] [KD 1.560 (1.780)] 2024-10-15 13:57:47,891 - Train: 98.81% [1236100/1251000] [988.1/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.230] [lr 0.000031] [CE 3.997 (3.901)] [KD 1.762 (1.834)] 2024-10-15 13:57:59,725 - Train: 98.81% [1236150/1251000] [988.1/1000.0] [batch_t 0.241 (0.236)] [data_t 0.010] [optim_t 0.231] [lr 0.000031] [CE 3.480 (3.851)] [KD 1.630 (1.809)] 2024-10-15 13:58:12,208 - Train: 98.82% [1236200/1251000] [988.2/1000.0] [batch_t 0.218 (0.249)] [data_t 0.009] [optim_t 0.210] [lr 0.000031] [CE 3.779 (3.865)] [KD 1.784 (1.824)] 2024-10-15 13:58:24,493 - Train: 98.82% [1236250/1251000] [988.2/1000.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.000031] [CE 4.025 (3.800)] [KD 1.826 (1.777)] 2024-10-15 13:58:37,308 - Train: 98.82% [1236300/1251000] [988.2/1000.0] [batch_t 0.253 (0.256)] [data_t 0.008] [optim_t 0.244] [lr 0.000031] [CE 3.782 (3.779)] [KD 1.960 (1.802)] 2024-10-15 13:58:49,449 - Train: 98.83% [1236350/1251000] [988.3/1000.0] [batch_t 0.445 (0.243)] [data_t 0.006] [optim_t 0.439] [lr 0.000031] [CE 4.235 (3.830)] [KD 1.971 (1.790)] 2024-10-15 13:59:02,264 - Train: 98.83% [1236400/1251000] [988.3/1000.0] [batch_t 0.252 (0.256)] [data_t 0.006] [optim_t 0.246] [lr 0.000031] [CE 4.045 (3.858)] [KD 1.821 (1.797)] 2024-10-15 13:59:14,359 - Train: 98.84% [1236450/1251000] [988.4/1000.0] [batch_t 0.259 (0.242)] [data_t 0.007] [optim_t 0.252] [lr 0.000031] [CE 3.619 (3.882)] [KD 1.746 (1.832)] 2024-10-15 13:59:26,794 - Train: 98.84% [1236500/1251000] [988.4/1000.0] [batch_t 0.229 (0.248)] [data_t 0.007] [optim_t 0.222] [lr 0.000031] [CE 4.079 (3.858)] [KD 1.821 (1.823)] 2024-10-15 13:59:39,374 - Train: 98.84% [1236550/1251000] [988.4/1000.0] [batch_t 0.226 (0.251)] [data_t 0.006] [optim_t 0.220] [lr 0.000031] [CE 3.617 (3.859)] [KD 1.682 (1.822)] 2024-10-15 13:59:51,608 - Train: 98.85% [1236600/1251000] [988.5/1000.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.624 (3.883)] [KD 1.895 (1.827)] 2024-10-15 14:00:03,600 - Train: 98.85% [1236650/1251000] [988.5/1000.0] [batch_t 0.241 (0.240)] [data_t 0.010] [optim_t 0.232] [lr 0.000031] [CE 3.802 (3.856)] [KD 1.756 (1.833)] 2024-10-15 14:00:16,690 - Train: 98.86% [1236700/1251000] [988.6/1000.0] [batch_t 0.247 (0.262)] [data_t 0.009] [optim_t 0.238] [lr 0.000031] [CE 3.765 (3.882)] [KD 1.703 (1.829)] 2024-10-15 14:00:28,939 - Train: 98.86% [1236750/1251000] [988.6/1000.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000031] [CE 3.637 (3.845)] [KD 1.698 (1.817)] 2024-10-15 14:00:40,849 - Train: 98.86% [1236800/1251000] [988.6/1000.0] [batch_t 0.250 (0.238)] [data_t 0.010] [optim_t 0.240] [lr 0.000031] [CE 4.482 (3.896)] [KD 2.188 (1.839)] 2024-10-15 14:00:53,098 - Train: 98.87% [1236850/1251000] [988.7/1000.0] [batch_t 0.224 (0.245)] [data_t 0.010] [optim_t 0.214] [lr 0.000031] [CE 4.005 (3.864)] [KD 1.984 (1.839)] 2024-10-15 14:01:05,282 - Train: 98.87% [1236900/1251000] [988.7/1000.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.000031] [CE 3.841 (3.848)] [KD 1.790 (1.823)] 2024-10-15 14:01:17,269 - Train: 98.88% [1236950/1251000] [988.8/1000.0] [batch_t 0.245 (0.240)] [data_t 0.007] [optim_t 0.238] [lr 0.000031] [CE 3.508 (3.758)] [KD 1.708 (1.759)] 2024-10-15 14:01:29,886 - Train: 98.88% [1237000/1251000] [988.8/1000.0] [batch_t 0.245 (0.252)] [data_t 0.008] [optim_t 0.237] [lr 0.000031] [CE 3.715 (3.860)] [KD 1.819 (1.812)] 2024-10-15 14:01:42,401 - Train: 98.88% [1237050/1251000] [988.8/1000.0] [batch_t 0.258 (0.250)] [data_t 0.010] [optim_t 0.248] [lr 0.000031] [CE 3.786 (3.838)] [KD 1.722 (1.814)] 2024-10-15 14:01:54,787 - Train: 98.89% [1237100/1251000] [988.9/1000.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.000031] [CE 3.336 (3.792)] [KD 1.543 (1.774)] 2024-10-15 14:02:07,548 - Train: 98.89% [1237150/1251000] [988.9/1000.0] [batch_t 0.250 (0.255)] [data_t 0.009] [optim_t 0.242] [lr 0.000031] [CE 4.156 (3.879)] [KD 1.886 (1.840)] 2024-10-15 14:02:20,309 - Train: 98.90% [1237200/1251000] [989.0/1000.0] [batch_t 0.235 (0.255)] [data_t 0.007] [optim_t 0.228] [lr 0.000031] [CE 4.216 (3.854)] [KD 2.104 (1.819)] 2024-10-15 14:02:38,896 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.173)] [top1_cnt 41028] [top5_cnt 47935] [top_all 50000] 2024-10-15 14:02:38,897 - net: 82.056 (95.870) 2024-10-15 14:02:47,947 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 41069] [top5_cnt 47966] [top_all 50000] 2024-10-15 14:02:47,948 - net_E: 82.138 (95.932) 2024-10-15 14:02:48,152 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 14:02:48,173 - ==> Total time: 3 days, 17:24:40 Eta: 0:59:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:03:04,347 - Train: 98.90% [1237250/1251000] [989.0/1000.0] [batch_t 0.244 (0.324)] [data_t 0.009] [optim_t 0.235] [lr 0.000031] [CE 4.045 (3.835)] [KD 1.980 (1.819)] 2024-10-15 14:03:17,042 - Train: 98.90% [1237300/1251000] [989.0/1000.0] [batch_t 0.238 (0.254)] [data_t 0.007] [optim_t 0.231] [lr 0.000031] [CE 4.004 (3.794)] [KD 1.887 (1.788)] 2024-10-15 14:03:29,421 - Train: 98.91% [1237350/1251000] [989.1/1000.0] [batch_t 0.237 (0.247)] [data_t 0.010] [optim_t 0.228] [lr 0.000031] [CE 3.920 (3.893)] [KD 1.817 (1.835)] 2024-10-15 14:03:41,683 - Train: 98.91% [1237400/1251000] [989.1/1000.0] [batch_t 0.229 (0.245)] [data_t 0.007] [optim_t 0.222] [lr 0.000031] [CE 3.400 (3.842)] [KD 1.660 (1.800)] 2024-10-15 14:03:53,438 - Train: 98.92% [1237450/1251000] [989.2/1000.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.000031] [CE 3.607 (3.814)] [KD 1.762 (1.833)] 2024-10-15 14:04:05,440 - Train: 98.92% [1237500/1251000] [989.2/1000.0] [batch_t 0.235 (0.240)] [data_t 0.007] [optim_t 0.228] [lr 0.000031] [CE 3.623 (3.884)] [KD 1.638 (1.823)] 2024-10-15 14:04:17,716 - Train: 98.92% [1237550/1251000] [989.2/1000.0] [batch_t 0.227 (0.245)] [data_t 0.011] [optim_t 0.216] [lr 0.000031] [CE 3.470 (3.835)] [KD 1.670 (1.814)] 2024-10-15 14:04:30,539 - Train: 98.93% [1237600/1251000] [989.3/1000.0] [batch_t 0.234 (0.256)] [data_t 0.010] [optim_t 0.224] [lr 0.000031] [CE 4.338 (3.778)] [KD 2.043 (1.787)] 2024-10-15 14:04:42,934 - Train: 98.93% [1237650/1251000] [989.3/1000.0] [batch_t 0.243 (0.248)] [data_t 0.008] [optim_t 0.235] [lr 0.000031] [CE 4.027 (3.851)] [KD 1.925 (1.815)] 2024-10-15 14:04:55,325 - Train: 98.94% [1237700/1251000] [989.4/1000.0] [batch_t 0.235 (0.248)] [data_t 0.007] [optim_t 0.228] [lr 0.000031] [CE 3.817 (3.828)] [KD 1.812 (1.796)] 2024-10-15 14:05:07,658 - Train: 98.94% [1237750/1251000] [989.4/1000.0] [batch_t 0.241 (0.246)] [data_t 0.010] [optim_t 0.231] [lr 0.000031] [CE 3.592 (3.865)] [KD 1.689 (1.808)] 2024-10-15 14:05:19,586 - Train: 98.94% [1237800/1251000] [989.4/1000.0] [batch_t 0.237 (0.238)] [data_t 0.007] [optim_t 0.230] [lr 0.000031] [CE 3.945 (3.785)] [KD 1.937 (1.773)] 2024-10-15 14:05:32,224 - Train: 98.95% [1237850/1251000] [989.5/1000.0] [batch_t 0.237 (0.253)] [data_t 0.010] [optim_t 0.228] [lr 0.000031] [CE 3.766 (3.858)] [KD 1.694 (1.832)] 2024-10-15 14:05:44,419 - Train: 98.95% [1237900/1251000] [989.5/1000.0] [batch_t 0.246 (0.244)] [data_t 0.008] [optim_t 0.238] [lr 0.000031] [CE 3.637 (3.796)] [KD 1.757 (1.804)] 2024-10-15 14:05:56,866 - Train: 98.96% [1237950/1251000] [989.6/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.000031] [CE 3.672 (3.804)] [KD 1.731 (1.806)] 2024-10-15 14:06:09,366 - Train: 98.96% [1238000/1251000] [989.6/1000.0] [batch_t 0.228 (0.250)] [data_t 0.010] [optim_t 0.218] [lr 0.000031] [CE 3.478 (3.843)] [KD 1.554 (1.797)] 2024-10-15 14:06:21,798 - Train: 98.96% [1238050/1251000] [989.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000031] [CE 3.262 (3.755)] [KD 1.572 (1.780)] 2024-10-15 14:06:33,838 - Train: 98.97% [1238100/1251000] [989.7/1000.0] [batch_t 0.235 (0.241)] [data_t 0.007] [optim_t 0.228] [lr 0.000031] [CE 3.793 (3.867)] [KD 1.781 (1.843)] 2024-10-15 14:06:45,981 - Train: 98.97% [1238150/1251000] [989.7/1000.0] [batch_t 0.252 (0.243)] [data_t 0.009] [optim_t 0.242] [lr 0.000031] [CE 3.750 (3.820)] [KD 1.793 (1.808)] 2024-10-15 14:06:58,603 - Train: 98.98% [1238200/1251000] [989.8/1000.0] [batch_t 0.245 (0.252)] [data_t 0.009] [optim_t 0.236] [lr 0.000031] [CE 4.005 (3.845)] [KD 1.976 (1.819)] 2024-10-15 14:07:10,848 - Train: 98.98% [1238250/1251000] [989.8/1000.0] [batch_t 0.240 (0.245)] [data_t 0.007] [optim_t 0.233] [lr 0.000031] [CE 4.464 (3.825)] [KD 2.089 (1.800)] 2024-10-15 14:07:23,166 - Train: 98.98% [1238300/1251000] [989.8/1000.0] [batch_t 0.247 (0.246)] [data_t 0.010] [optim_t 0.236] [lr 0.000031] [CE 4.108 (3.849)] [KD 2.030 (1.815)] 2024-10-15 14:07:35,304 - Train: 98.99% [1238350/1251000] [989.9/1000.0] [batch_t 0.220 (0.243)] [data_t 0.009] [optim_t 0.211] [lr 0.000031] [CE 3.999 (3.768)] [KD 1.887 (1.754)] 2024-10-15 14:07:47,529 - Train: 98.99% [1238400/1251000] [989.9/1000.0] [batch_t 0.251 (0.244)] [data_t 0.011] [optim_t 0.240] [lr 0.000031] [CE 4.209 (3.853)] [KD 2.024 (1.827)] 2024-10-15 14:07:59,611 - Train: 99.00% [1238450/1251000] [990.0/1000.0] [batch_t 0.247 (0.241)] [data_t 0.008] [optim_t 0.239] [lr 0.000031] [CE 3.812 (3.808)] [KD 1.827 (1.799)] 2024-10-15 14:08:17,996 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.166)] [top1_cnt 40897] [top5_cnt 47901] [top_all 50000] 2024-10-15 14:08:17,997 - net: 81.794 (95.802) 2024-10-15 14:08:27,176 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.167)] [top1_cnt 41078] [top5_cnt 47949] [top_all 50000] 2024-10-15 14:08:27,177 - net_E: 82.156 (95.898) 2024-10-15 14:08:27,396 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 14:08:27,396 - ==> Total time: 3 days, 17:30:20 Eta: 0:54:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:08:42,502 - Train: 99.00% [1238500/1251000] [990.0/1000.0] [batch_t 0.243 (0.306)] [data_t 0.009] [optim_t 0.234] [lr 0.000031] [CE 3.758 (3.663)] [KD 1.822 (1.717)] 2024-10-15 14:08:55,052 - Train: 99.00% [1238550/1251000] [990.0/1000.0] [batch_t 0.503 (0.251)] [data_t 0.008] [optim_t 0.495] [lr 0.000031] [CE 3.476 (3.872)] [KD 1.589 (1.821)] 2024-10-15 14:09:07,562 - Train: 99.01% [1238600/1251000] [990.1/1000.0] [batch_t 0.230 (0.250)] [data_t 0.010] [optim_t 0.220] [lr 0.000031] [CE 3.869 (3.785)] [KD 1.805 (1.795)] 2024-10-15 14:09:19,898 - Train: 99.01% [1238650/1251000] [990.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.007] [optim_t 0.224] [lr 0.000031] [CE 3.507 (3.804)] [KD 1.605 (1.794)] 2024-10-15 14:09:31,728 - Train: 99.02% [1238700/1251000] [990.2/1000.0] [batch_t 0.232 (0.236)] [data_t 0.008] [optim_t 0.224] [lr 0.000031] [CE 3.580 (3.875)] [KD 1.624 (1.825)] 2024-10-15 14:09:43,973 - Train: 99.02% [1238750/1251000] [990.2/1000.0] [batch_t 0.234 (0.245)] [data_t 0.011] [optim_t 0.224] [lr 0.000031] [CE 3.128 (3.797)] [KD 1.483 (1.781)] 2024-10-15 14:09:56,715 - Train: 99.02% [1238800/1251000] [990.2/1000.0] [batch_t 0.214 (0.255)] [data_t 0.006] [optim_t 0.207] [lr 0.000031] [CE 3.351 (3.832)] [KD 1.496 (1.799)] 2024-10-15 14:10:08,883 - Train: 99.03% [1238850/1251000] [990.3/1000.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000031] [CE 3.660 (3.804)] [KD 1.737 (1.815)] 2024-10-15 14:10:20,692 - Train: 99.03% [1238900/1251000] [990.3/1000.0] [batch_t 0.251 (0.236)] [data_t 0.008] [optim_t 0.243] [lr 0.000031] [CE 3.790 (3.910)] [KD 1.721 (1.828)] 2024-10-15 14:10:33,134 - Train: 99.04% [1238950/1251000] [990.4/1000.0] [batch_t 0.255 (0.249)] [data_t 0.007] [optim_t 0.248] [lr 0.000031] [CE 4.183 (3.745)] [KD 1.980 (1.789)] 2024-10-15 14:10:45,689 - Train: 99.04% [1239000/1251000] [990.4/1000.0] [batch_t 0.570 (0.251)] [data_t 0.007] [optim_t 0.563] [lr 0.000031] [CE 3.740 (3.842)] [KD 1.761 (1.806)] 2024-10-15 14:10:57,990 - Train: 99.04% [1239050/1251000] [990.4/1000.0] [batch_t 0.235 (0.246)] [data_t 0.010] [optim_t 0.225] [lr 0.000031] [CE 4.030 (3.787)] [KD 1.870 (1.788)] 2024-10-15 14:11:10,203 - Train: 99.05% [1239100/1251000] [990.5/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.000031] [CE 3.935 (3.850)] [KD 1.926 (1.822)] 2024-10-15 14:11:22,281 - Train: 99.05% [1239150/1251000] [990.5/1000.0] [batch_t 0.242 (0.241)] [data_t 0.010] [optim_t 0.232] [lr 0.000031] [CE 3.785 (3.821)] [KD 1.695 (1.822)] 2024-10-15 14:11:34,780 - Train: 99.06% [1239200/1251000] [990.6/1000.0] [batch_t 0.227 (0.250)] [data_t 0.008] [optim_t 0.220] [lr 0.000031] [CE 3.922 (3.883)] [KD 1.897 (1.836)] 2024-10-15 14:11:47,552 - Train: 99.06% [1239250/1251000] [990.6/1000.0] [batch_t 0.227 (0.255)] [data_t 0.008] [optim_t 0.219] [lr 0.000031] [CE 4.211 (3.834)] [KD 2.033 (1.815)] 2024-10-15 14:11:59,394 - Train: 99.06% [1239300/1251000] [990.6/1000.0] [batch_t 0.229 (0.237)] [data_t 0.010] [optim_t 0.218] [lr 0.000031] [CE 3.655 (3.860)] [KD 1.782 (1.804)] 2024-10-15 14:12:11,878 - Train: 99.07% [1239350/1251000] [990.7/1000.0] [batch_t 0.237 (0.249)] [data_t 0.010] [optim_t 0.228] [lr 0.000031] [CE 3.888 (3.859)] [KD 1.698 (1.821)] 2024-10-15 14:12:24,644 - Train: 99.07% [1239400/1251000] [990.7/1000.0] [batch_t 0.237 (0.255)] [data_t 0.010] [optim_t 0.227] [lr 0.000031] [CE 4.344 (3.864)] [KD 2.029 (1.816)] 2024-10-15 14:12:37,302 - Train: 99.08% [1239450/1251000] [990.8/1000.0] [batch_t 0.254 (0.253)] [data_t 0.008] [optim_t 0.246] [lr 0.000031] [CE 3.477 (3.815)] [KD 1.622 (1.793)] 2024-10-15 14:12:49,243 - Train: 99.08% [1239500/1251000] [990.8/1000.0] [batch_t 0.215 (0.239)] [data_t 0.006] [optim_t 0.209] [lr 0.000031] [CE 4.403 (3.862)] [KD 2.087 (1.818)] 2024-10-15 14:13:01,396 - Train: 99.08% [1239550/1251000] [990.8/1000.0] [batch_t 0.231 (0.243)] [data_t 0.008] [optim_t 0.223] [lr 0.000031] [CE 3.918 (3.868)] [KD 1.814 (1.822)] 2024-10-15 14:13:13,864 - Train: 99.09% [1239600/1251000] [990.9/1000.0] [batch_t 0.224 (0.249)] [data_t 0.010] [optim_t 0.214] [lr 0.000031] [CE 3.821 (3.921)] [KD 1.787 (1.857)] 2024-10-15 14:13:26,381 - Train: 99.09% [1239650/1251000] [990.9/1000.0] [batch_t 0.239 (0.250)] [data_t 0.008] [optim_t 0.230] [lr 0.000031] [CE 4.194 (3.917)] [KD 2.216 (1.850)] 2024-10-15 14:13:38,522 - Train: 99.10% [1239700/1251000] [991.0/1000.0] [batch_t 0.247 (0.243)] [data_t 0.010] [optim_t 0.237] [lr 0.000031] [CE 3.628 (3.809)] [KD 1.766 (1.814)] 2024-10-15 14:13:57,433 - Test (net): 100.00% [50/50] [batch_t 0.458 (0.175)] [top1_cnt 41028] [top5_cnt 47900] [top_all 50000] 2024-10-15 14:13:57,434 - net: 82.056 (95.800) 2024-10-15 14:14:06,863 - Test (net_E): 100.00% [50/50] [batch_t 0.257 (0.172)] [top1_cnt 41082] [top5_cnt 47957] [top_all 50000] 2024-10-15 14:14:06,864 - net_E: 82.164 (95.914) 2024-10-15 14:14:07,094 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.184 (epoch: 981)] 2024-10-15 14:14:07,095 - ==> Total time: 3 days, 17:35:59 Eta: 0:48:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:14:13,305 - Train: 99.10% [1239750/1251000] [991.0/1000.0] [batch_t 0.256 (0.324)] [data_t 0.008] [optim_t 0.248] [lr 0.000031] [CE 4.108 (3.722)] [KD 1.959 (1.663)] 2024-10-15 14:14:25,814 - Train: 99.10% [1239800/1251000] [991.0/1000.0] [batch_t 0.240 (0.250)] [data_t 0.007] [optim_t 0.233] [lr 0.000031] [CE 4.072 (3.822)] [KD 1.892 (1.789)] 2024-10-15 14:14:38,322 - Train: 99.11% [1239850/1251000] [991.1/1000.0] [batch_t 0.233 (0.250)] [data_t 0.007] [optim_t 0.226] [lr 0.000031] [CE 3.843 (3.899)] [KD 1.843 (1.838)] 2024-10-15 14:14:50,773 - Train: 99.11% [1239900/1251000] [991.1/1000.0] [batch_t 0.228 (0.249)] [data_t 0.007] [optim_t 0.221] [lr 0.000031] [CE 3.772 (3.838)] [KD 1.682 (1.820)] 2024-10-15 14:15:03,164 - Train: 99.12% [1239950/1251000] [991.2/1000.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000031] [CE 4.152 (3.881)] [KD 2.008 (1.844)] 2024-10-15 14:15:15,190 - Train: 99.12% [1240000/1251000] [991.2/1000.0] [batch_t 0.253 (0.240)] [data_t 0.009] [optim_t 0.244] [lr 0.000031] [CE 4.197 (3.795)] [KD 2.057 (1.801)] 2024-10-15 14:15:27,364 - Train: 99.12% [1240050/1251000] [991.2/1000.0] [batch_t 0.247 (0.243)] [data_t 0.007] [optim_t 0.240] [lr 0.000031] [CE 3.982 (3.898)] [KD 1.861 (1.841)] 2024-10-15 14:15:39,566 - Train: 99.13% [1240100/1251000] [991.3/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.217] [lr 0.000031] [CE 4.019 (3.762)] [KD 1.953 (1.769)] 2024-10-15 14:15:51,918 - Train: 99.13% [1240150/1251000] [991.3/1000.0] [batch_t 0.228 (0.247)] [data_t 0.007] [optim_t 0.222] [lr 0.000031] [CE 4.219 (3.835)] [KD 2.019 (1.795)] 2024-10-15 14:16:03,967 - Train: 99.14% [1240200/1251000] [991.4/1000.0] [batch_t 0.256 (0.241)] [data_t 0.006] [optim_t 0.249] [lr 0.000031] [CE 4.277 (3.889)] [KD 1.976 (1.831)] 2024-10-15 14:16:16,209 - Train: 99.14% [1240250/1251000] [991.4/1000.0] [batch_t 0.245 (0.245)] [data_t 0.008] [optim_t 0.237] [lr 0.000031] [CE 4.222 (3.854)] [KD 2.067 (1.814)] 2024-10-15 14:16:28,515 - Train: 99.14% [1240300/1251000] [991.4/1000.0] [batch_t 0.234 (0.246)] [data_t 0.010] [optim_t 0.225] [lr 0.000031] [CE 3.688 (3.865)] [KD 1.703 (1.831)] 2024-10-15 14:16:40,384 - Train: 99.15% [1240350/1251000] [991.5/1000.0] [batch_t 0.225 (0.237)] [data_t 0.007] [optim_t 0.218] [lr 0.000031] [CE 3.409 (3.825)] [KD 1.549 (1.796)] 2024-10-15 14:16:52,383 - Train: 99.15% [1240400/1251000] [991.5/1000.0] [batch_t 0.242 (0.240)] [data_t 0.008] [optim_t 0.234] [lr 0.000031] [CE 4.298 (3.874)] [KD 1.873 (1.824)] 2024-10-15 14:17:05,353 - Train: 99.16% [1240450/1251000] [991.6/1000.0] [batch_t 0.242 (0.259)] [data_t 0.006] [optim_t 0.235] [lr 0.000031] [CE 3.840 (3.831)] [KD 1.847 (1.821)] 2024-10-15 14:17:17,576 - Train: 99.16% [1240500/1251000] [991.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.007] [optim_t 0.230] [lr 0.000031] [CE 4.137 (3.813)] [KD 1.889 (1.792)] 2024-10-15 14:17:29,787 - Train: 99.16% [1240550/1251000] [991.6/1000.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.000031] [CE 3.893 (3.905)] [KD 1.908 (1.836)] 2024-10-15 14:17:42,140 - Train: 99.17% [1240600/1251000] [991.7/1000.0] [batch_t 0.273 (0.247)] [data_t 0.006] [optim_t 0.266] [lr 0.000031] [CE 3.976 (3.874)] [KD 1.758 (1.824)] 2024-10-15 14:17:54,299 - Train: 99.17% [1240650/1251000] [991.7/1000.0] [batch_t 0.255 (0.243)] [data_t 0.008] [optim_t 0.247] [lr 0.000031] [CE 4.290 (3.820)] [KD 2.014 (1.794)] 2024-10-15 14:18:06,375 - Train: 99.18% [1240700/1251000] [991.8/1000.0] [batch_t 0.248 (0.241)] [data_t 0.007] [optim_t 0.242] [lr 0.000030] [CE 3.915 (3.771)] [KD 1.852 (1.766)] 2024-10-15 14:18:19,025 - Train: 99.18% [1240750/1251000] [991.8/1000.0] [batch_t 0.232 (0.253)] [data_t 0.010] [optim_t 0.222] [lr 0.000030] [CE 4.217 (3.839)] [KD 1.981 (1.809)] 2024-10-15 14:18:31,475 - Train: 99.18% [1240800/1251000] [991.8/1000.0] [batch_t 0.232 (0.249)] [data_t 0.010] [optim_t 0.221] [lr 0.000030] [CE 3.894 (3.834)] [KD 1.834 (1.804)] 2024-10-15 14:18:43,908 - Train: 99.19% [1240850/1251000] [991.9/1000.0] [batch_t 0.252 (0.248)] [data_t 0.006] [optim_t 0.246] [lr 0.000030] [CE 3.796 (3.861)] [KD 1.676 (1.830)] 2024-10-15 14:18:55,894 - Train: 99.19% [1240900/1251000] [991.9/1000.0] [batch_t 0.236 (0.240)] [data_t 0.006] [optim_t 0.229] [lr 0.000030] [CE 3.753 (3.862)] [KD 1.705 (1.838)] 2024-10-15 14:19:07,876 - Train: 99.20% [1240950/1251000] [992.0/1000.0] [batch_t 0.238 (0.239)] [data_t 0.011] [optim_t 0.227] [lr 0.000030] [CE 4.017 (3.844)] [KD 2.046 (1.805)] 2024-10-15 14:19:27,080 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.180)] [top1_cnt 41002] [top5_cnt 47933] [top_all 50000] 2024-10-15 14:19:27,081 - net: 82.004 (95.866) 2024-10-15 14:19:37,158 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.186)] [top1_cnt 41099] [top5_cnt 47963] [top_all 50000] 2024-10-15 14:19:37,158 - net_E: 82.198 (95.926) 2024-10-15 14:19:37,356 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.198 (epoch: 992)] 2024-10-15 14:19:37,356 - ==> Total time: 3 days, 17:41:30 Eta: 0:43:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:19:51,772 - Train: 99.20% [1241000/1251000] [992.0/1000.0] [batch_t 0.236 (0.304)] [data_t 0.008] [optim_t 0.227] [lr 0.000030] [CE 3.543 (3.915)] [KD 1.631 (1.797)] 2024-10-15 14:20:04,767 - Train: 99.20% [1241050/1251000] [992.0/1000.0] [batch_t 0.489 (0.260)] [data_t 0.006] [optim_t 0.483] [lr 0.000030] [CE 3.793 (3.873)] [KD 1.775 (1.832)] 2024-10-15 14:20:16,876 - Train: 99.21% [1241100/1251000] [992.1/1000.0] [batch_t 0.246 (0.242)] [data_t 0.007] [optim_t 0.238] [lr 0.000030] [CE 4.038 (3.785)] [KD 1.981 (1.780)] 2024-10-15 14:20:29,313 - Train: 99.21% [1241150/1251000] [992.1/1000.0] [batch_t 0.235 (0.249)] [data_t 0.008] [optim_t 0.226] [lr 0.000030] [CE 3.712 (3.793)] [KD 1.696 (1.766)] 2024-10-15 14:20:41,253 - Train: 99.22% [1241200/1251000] [992.2/1000.0] [batch_t 0.241 (0.239)] [data_t 0.008] [optim_t 0.233] [lr 0.000030] [CE 3.701 (3.897)] [KD 1.745 (1.833)] 2024-10-15 14:20:54,092 - Train: 99.22% [1241250/1251000] [992.2/1000.0] [batch_t 0.240 (0.257)] [data_t 0.007] [optim_t 0.232] [lr 0.000030] [CE 4.361 (3.828)] [KD 2.135 (1.799)] 2024-10-15 14:21:06,255 - Train: 99.22% [1241300/1251000] [992.2/1000.0] [batch_t 0.232 (0.243)] [data_t 0.010] [optim_t 0.223] [lr 0.000030] [CE 3.742 (3.862)] [KD 1.696 (1.823)] 2024-10-15 14:21:18,067 - Train: 99.23% [1241350/1251000] [992.3/1000.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 4.299 (3.853)] [KD 2.143 (1.798)] 2024-10-15 14:21:30,138 - Train: 99.23% [1241400/1251000] [992.3/1000.0] [batch_t 0.230 (0.241)] [data_t 0.007] [optim_t 0.223] [lr 0.000030] [CE 3.941 (3.846)] [KD 1.895 (1.802)] 2024-10-15 14:21:42,931 - Train: 99.24% [1241450/1251000] [992.4/1000.0] [batch_t 0.226 (0.256)] [data_t 0.009] [optim_t 0.217] [lr 0.000030] [CE 3.039 (3.868)] [KD 1.494 (1.840)] 2024-10-15 14:21:54,931 - Train: 99.24% [1241500/1251000] [992.4/1000.0] [batch_t 0.240 (0.240)] [data_t 0.007] [optim_t 0.232] [lr 0.000030] [CE 3.788 (3.860)] [KD 1.692 (1.827)] 2024-10-15 14:22:07,045 - Train: 99.24% [1241550/1251000] [992.4/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000030] [CE 3.778 (3.880)] [KD 1.783 (1.825)] 2024-10-15 14:22:18,870 - Train: 99.25% [1241600/1251000] [992.5/1000.0] [batch_t 0.237 (0.236)] [data_t 0.012] [optim_t 0.225] [lr 0.000030] [CE 3.857 (3.860)] [KD 1.873 (1.833)] 2024-10-15 14:22:31,326 - Train: 99.25% [1241650/1251000] [992.5/1000.0] [batch_t 0.238 (0.249)] [data_t 0.008] [optim_t 0.231] [lr 0.000030] [CE 3.436 (3.915)] [KD 1.620 (1.831)] 2024-10-15 14:22:43,327 - Train: 99.26% [1241700/1251000] [992.6/1000.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.357 (3.839)] [KD 1.625 (1.806)] 2024-10-15 14:22:55,720 - Train: 99.26% [1241750/1251000] [992.6/1000.0] [batch_t 0.231 (0.248)] [data_t 0.010] [optim_t 0.221] [lr 0.000030] [CE 4.146 (3.827)] [KD 1.960 (1.817)] 2024-10-15 14:23:08,101 - Train: 99.26% [1241800/1251000] [992.6/1000.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 4.085 (3.852)] [KD 1.809 (1.801)] 2024-10-15 14:23:21,137 - Train: 99.27% [1241850/1251000] [992.7/1000.0] [batch_t 0.230 (0.261)] [data_t 0.007] [optim_t 0.223] [lr 0.000030] [CE 4.141 (3.902)] [KD 1.902 (1.836)] 2024-10-15 14:23:33,091 - Train: 99.27% [1241900/1251000] [992.7/1000.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000030] [CE 3.733 (3.877)] [KD 1.727 (1.829)] 2024-10-15 14:23:44,905 - Train: 99.28% [1241950/1251000] [992.8/1000.0] [batch_t 0.253 (0.236)] [data_t 0.010] [optim_t 0.243] [lr 0.000030] [CE 3.412 (3.818)] [KD 1.544 (1.783)] 2024-10-15 14:23:57,481 - Train: 99.28% [1242000/1251000] [992.8/1000.0] [batch_t 0.245 (0.251)] [data_t 0.007] [optim_t 0.238] [lr 0.000030] [CE 3.777 (3.787)] [KD 1.860 (1.788)] 2024-10-15 14:24:11,063 - Train: 99.28% [1242050/1251000] [992.8/1000.0] [batch_t 0.250 (0.271)] [data_t 0.011] [optim_t 0.239] [lr 0.000030] [CE 3.958 (3.864)] [KD 1.886 (1.821)] 2024-10-15 14:24:23,393 - Train: 99.29% [1242100/1251000] [992.9/1000.0] [batch_t 0.234 (0.246)] [data_t 0.008] [optim_t 0.226] [lr 0.000030] [CE 4.341 (3.832)] [KD 2.022 (1.795)] 2024-10-15 14:24:35,616 - Train: 99.29% [1242150/1251000] [992.9/1000.0] [batch_t 0.239 (0.244)] [data_t 0.010] [optim_t 0.229] [lr 0.000030] [CE 3.491 (3.871)] [KD 1.587 (1.831)] 2024-10-15 14:24:47,607 - Train: 99.30% [1242200/1251000] [993.0/1000.0] [batch_t 0.246 (0.240)] [data_t 0.008] [optim_t 0.238] [lr 0.000030] [CE 3.947 (3.836)] [KD 1.967 (1.812)] 2024-10-15 14:25:08,673 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.199)] [top1_cnt 40995] [top5_cnt 47928] [top_all 50000] 2024-10-15 14:25:08,673 - net: 81.990 (95.856) 2024-10-15 14:25:17,778 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.165)] [top1_cnt 41096] [top5_cnt 47961] [top_all 50000] 2024-10-15 14:25:17,779 - net_E: 82.192 (95.922) 2024-10-15 14:25:18,002 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.198 (epoch: 992)] 2024-10-15 14:25:18,002 - ==> Total time: 3 days, 17:47:10 Eta: 0:37:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:25:23,044 - Train: 99.30% [1242250/1251000] [993.0/1000.0] [batch_t 0.241 (0.317)] [data_t 0.006] [optim_t 0.234] [lr 0.000030] [CE 3.864 (3.827)] [KD 1.869 (1.794)] 2024-10-15 14:25:35,347 - Train: 99.30% [1242300/1251000] [993.0/1000.0] [batch_t 0.245 (0.246)] [data_t 0.010] [optim_t 0.235] [lr 0.000030] [CE 3.693 (3.816)] [KD 1.709 (1.779)] 2024-10-15 14:25:47,719 - Train: 99.31% [1242350/1251000] [993.1/1000.0] [batch_t 0.253 (0.247)] [data_t 0.009] [optim_t 0.244] [lr 0.000030] [CE 3.503 (3.741)] [KD 1.660 (1.778)] 2024-10-15 14:25:59,912 - Train: 99.31% [1242400/1251000] [993.1/1000.0] [batch_t 0.241 (0.244)] [data_t 0.007] [optim_t 0.233] [lr 0.000030] [CE 3.675 (3.865)] [KD 1.714 (1.847)] 2024-10-15 14:26:12,611 - Train: 99.32% [1242450/1251000] [993.2/1000.0] [batch_t 0.253 (0.254)] [data_t 0.007] [optim_t 0.246] [lr 0.000030] [CE 3.495 (3.828)] [KD 1.658 (1.806)] 2024-10-15 14:26:24,863 - Train: 99.32% [1242500/1251000] [993.2/1000.0] [batch_t 0.232 (0.245)] [data_t 0.008] [optim_t 0.225] [lr 0.000030] [CE 4.303 (3.826)] [KD 2.020 (1.803)] 2024-10-15 14:26:37,214 - Train: 99.32% [1242550/1251000] [993.2/1000.0] [batch_t 0.227 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.000030] [CE 4.250 (3.880)] [KD 1.850 (1.811)] 2024-10-15 14:26:49,174 - Train: 99.33% [1242600/1251000] [993.3/1000.0] [batch_t 0.238 (0.239)] [data_t 0.008] [optim_t 0.230] [lr 0.000030] [CE 3.528 (3.853)] [KD 1.517 (1.812)] 2024-10-15 14:27:02,077 - Train: 99.33% [1242650/1251000] [993.3/1000.0] [batch_t 0.280 (0.258)] [data_t 0.009] [optim_t 0.271] [lr 0.000030] [CE 3.775 (3.849)] [KD 1.844 (1.806)] 2024-10-15 14:27:14,611 - Train: 99.34% [1242700/1251000] [993.4/1000.0] [batch_t 0.251 (0.250)] [data_t 0.009] [optim_t 0.242] [lr 0.000030] [CE 3.855 (3.740)] [KD 1.950 (1.742)] 2024-10-15 14:27:27,513 - Train: 99.34% [1242750/1251000] [993.4/1000.0] [batch_t 0.240 (0.258)] [data_t 0.009] [optim_t 0.231] [lr 0.000030] [CE 4.095 (3.870)] [KD 1.883 (1.842)] 2024-10-15 14:27:40,029 - Train: 99.34% [1242800/1251000] [993.4/1000.0] [batch_t 0.223 (0.250)] [data_t 0.009] [optim_t 0.214] [lr 0.000030] [CE 3.926 (3.812)] [KD 1.875 (1.804)] 2024-10-15 14:27:52,390 - Train: 99.35% [1242850/1251000] [993.5/1000.0] [batch_t 0.237 (0.247)] [data_t 0.008] [optim_t 0.229] [lr 0.000030] [CE 4.379 (3.831)] [KD 2.215 (1.794)] 2024-10-15 14:28:04,679 - Train: 99.35% [1242900/1251000] [993.5/1000.0] [batch_t 0.233 (0.246)] [data_t 0.008] [optim_t 0.225] [lr 0.000030] [CE 3.523 (3.745)] [KD 1.673 (1.774)] 2024-10-15 14:28:18,242 - Train: 99.36% [1242950/1251000] [993.6/1000.0] [batch_t 0.234 (0.271)] [data_t 0.008] [optim_t 0.226] [lr 0.000030] [CE 3.944 (3.879)] [KD 1.811 (1.842)] 2024-10-15 14:28:30,654 - Train: 99.36% [1243000/1251000] [993.6/1000.0] [batch_t 0.242 (0.248)] [data_t 0.008] [optim_t 0.234] [lr 0.000030] [CE 3.597 (3.847)] [KD 1.679 (1.807)] 2024-10-15 14:28:43,286 - Train: 99.36% [1243050/1251000] [993.6/1000.0] [batch_t 0.237 (0.252)] [data_t 0.010] [optim_t 0.227] [lr 0.000030] [CE 3.995 (3.809)] [KD 1.853 (1.796)] 2024-10-15 14:28:55,881 - Train: 99.37% [1243100/1251000] [993.7/1000.0] [batch_t 0.232 (0.252)] [data_t 0.007] [optim_t 0.225] [lr 0.000030] [CE 3.077 (3.867)] [KD 1.377 (1.829)] 2024-10-15 14:29:08,628 - Train: 99.37% [1243150/1251000] [993.7/1000.0] [batch_t 0.398 (0.255)] [data_t 0.009] [optim_t 0.389] [lr 0.000030] [CE 4.428 (3.839)] [KD 2.131 (1.809)] 2024-10-15 14:29:20,989 - Train: 99.38% [1243200/1251000] [993.8/1000.0] [batch_t 0.234 (0.247)] [data_t 0.007] [optim_t 0.227] [lr 0.000030] [CE 4.192 (3.769)] [KD 1.957 (1.774)] 2024-10-15 14:29:33,646 - Train: 99.38% [1243250/1251000] [993.8/1000.0] [batch_t 0.222 (0.253)] [data_t 0.009] [optim_t 0.214] [lr 0.000030] [CE 3.890 (3.812)] [KD 1.761 (1.799)] 2024-10-15 14:29:46,033 - Train: 99.38% [1243300/1251000] [993.8/1000.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000030] [CE 3.716 (3.785)] [KD 1.785 (1.777)] 2024-10-15 14:29:58,885 - Train: 99.39% [1243350/1251000] [993.9/1000.0] [batch_t 0.228 (0.257)] [data_t 0.009] [optim_t 0.219] [lr 0.000030] [CE 4.122 (3.890)] [KD 2.022 (1.840)] 2024-10-15 14:30:11,446 - Train: 99.39% [1243400/1251000] [993.9/1000.0] [batch_t 0.251 (0.251)] [data_t 0.010] [optim_t 0.241] [lr 0.000030] [CE 4.286 (3.826)] [KD 1.906 (1.794)] 2024-10-15 14:30:24,211 - Train: 99.40% [1243450/1251000] [994.0/1000.0] [batch_t 0.245 (0.255)] [data_t 0.008] [optim_t 0.237] [lr 0.000030] [CE 3.234 (3.806)] [KD 1.482 (1.815)] 2024-10-15 14:30:44,518 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.177)] [top1_cnt 40960] [top5_cnt 47917] [top_all 50000] 2024-10-15 14:30:44,519 - net: 81.920 (95.834) 2024-10-15 14:30:53,900 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.170)] [top1_cnt 41119] [top5_cnt 47940] [top_all 50000] 2024-10-15 14:30:53,901 - net_E: 82.238 (95.880) 2024-10-15 14:30:54,131 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.238 (epoch: 994)] 2024-10-15 14:30:54,131 - ==> Total time: 3 days, 17:52:46 Eta: 0:32:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:31:11,489 - Train: 99.40% [1243500/1251000] [994.0/1000.0] [batch_t 0.242 (0.360)] [data_t 0.008] [optim_t 0.234] [lr 0.000030] [CE 3.796 (3.754)] [KD 1.859 (1.808)] 2024-10-15 14:31:23,958 - Train: 99.40% [1243550/1251000] [994.0/1000.0] [batch_t 0.232 (0.249)] [data_t 0.007] [optim_t 0.225] [lr 0.000030] [CE 3.924 (3.891)] [KD 1.928 (1.830)] 2024-10-15 14:31:36,885 - Train: 99.41% [1243600/1251000] [994.1/1000.0] [batch_t 0.234 (0.258)] [data_t 0.007] [optim_t 0.227] [lr 0.000030] [CE 3.953 (3.855)] [KD 1.875 (1.853)] 2024-10-15 14:31:49,465 - Train: 99.41% [1243650/1251000] [994.1/1000.0] [batch_t 0.239 (0.250)] [data_t 0.007] [optim_t 0.232] [lr 0.000030] [CE 3.403 (3.823)] [KD 1.644 (1.795)] 2024-10-15 14:32:01,424 - Train: 99.42% [1243700/1251000] [994.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.007] [optim_t 0.227] [lr 0.000030] [CE 3.379 (3.878)] [KD 1.414 (1.818)] 2024-10-15 14:32:13,590 - Train: 99.42% [1243750/1251000] [994.2/1000.0] [batch_t 0.226 (0.243)] [data_t 0.010] [optim_t 0.217] [lr 0.000030] [CE 3.829 (3.882)] [KD 1.814 (1.828)] 2024-10-15 14:32:25,969 - Train: 99.42% [1243800/1251000] [994.2/1000.0] [batch_t 0.236 (0.247)] [data_t 0.007] [optim_t 0.229] [lr 0.000030] [CE 3.700 (3.882)] [KD 1.718 (1.815)] 2024-10-15 14:32:38,365 - Train: 99.43% [1243850/1251000] [994.3/1000.0] [batch_t 0.243 (0.248)] [data_t 0.011] [optim_t 0.231] [lr 0.000030] [CE 3.587 (3.797)] [KD 1.722 (1.783)] 2024-10-15 14:32:50,789 - Train: 99.43% [1243900/1251000] [994.3/1000.0] [batch_t 0.227 (0.248)] [data_t 0.008] [optim_t 0.220] [lr 0.000030] [CE 4.022 (3.853)] [KD 2.015 (1.818)] 2024-10-15 14:33:03,018 - Train: 99.44% [1243950/1251000] [994.4/1000.0] [batch_t 0.237 (0.244)] [data_t 0.008] [optim_t 0.229] [lr 0.000030] [CE 3.640 (3.882)] [KD 1.748 (1.835)] 2024-10-15 14:33:15,321 - Train: 99.44% [1244000/1251000] [994.4/1000.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.000030] [CE 4.253 (3.855)] [KD 2.050 (1.820)] 2024-10-15 14:33:27,614 - Train: 99.44% [1244050/1251000] [994.4/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.236] [lr 0.000030] [CE 3.931 (3.830)] [KD 1.912 (1.798)] 2024-10-15 14:33:39,889 - Train: 99.45% [1244100/1251000] [994.5/1000.0] [batch_t 0.263 (0.245)] [data_t 0.010] [optim_t 0.252] [lr 0.000030] [CE 3.997 (3.786)] [KD 2.017 (1.778)] 2024-10-15 14:33:51,954 - Train: 99.45% [1244150/1251000] [994.5/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.892 (3.796)] [KD 1.827 (1.781)] 2024-10-15 14:34:04,618 - Train: 99.46% [1244200/1251000] [994.6/1000.0] [batch_t 0.244 (0.253)] [data_t 0.009] [optim_t 0.235] [lr 0.000030] [CE 3.980 (3.781)] [KD 1.859 (1.795)] 2024-10-15 14:34:17,652 - Train: 99.46% [1244250/1251000] [994.6/1000.0] [batch_t 0.234 (0.260)] [data_t 0.007] [optim_t 0.228] [lr 0.000030] [CE 3.803 (3.892)] [KD 1.794 (1.828)] 2024-10-15 14:34:29,782 - Train: 99.46% [1244300/1251000] [994.6/1000.0] [batch_t 0.245 (0.242)] [data_t 0.010] [optim_t 0.235] [lr 0.000030] [CE 3.774 (3.859)] [KD 1.777 (1.814)] 2024-10-15 14:34:41,601 - Train: 99.47% [1244350/1251000] [994.7/1000.0] [batch_t 0.238 (0.236)] [data_t 0.008] [optim_t 0.229] [lr 0.000030] [CE 3.904 (3.873)] [KD 1.922 (1.835)] 2024-10-15 14:34:53,864 - Train: 99.47% [1244400/1251000] [994.7/1000.0] [batch_t 0.242 (0.245)] [data_t 0.010] [optim_t 0.232] [lr 0.000030] [CE 4.122 (3.930)] [KD 1.947 (1.874)] 2024-10-15 14:35:05,864 - Train: 99.48% [1244450/1251000] [994.8/1000.0] [batch_t 0.233 (0.240)] [data_t 0.012] [optim_t 0.222] [lr 0.000030] [CE 3.445 (3.859)] [KD 1.465 (1.816)] 2024-10-15 14:35:17,569 - Train: 99.48% [1244500/1251000] [994.8/1000.0] [batch_t 0.258 (0.234)] [data_t 0.010] [optim_t 0.247] [lr 0.000030] [CE 4.072 (3.861)] [KD 1.929 (1.828)] 2024-10-15 14:35:29,950 - Train: 99.48% [1244550/1251000] [994.8/1000.0] [batch_t 0.230 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.000030] [CE 4.018 (3.813)] [KD 1.871 (1.805)] 2024-10-15 14:35:42,631 - Train: 99.49% [1244600/1251000] [994.9/1000.0] [batch_t 0.242 (0.253)] [data_t 0.007] [optim_t 0.234] [lr 0.000030] [CE 3.558 (3.804)] [KD 1.634 (1.802)] 2024-10-15 14:35:55,292 - Train: 99.49% [1244650/1251000] [994.9/1000.0] [batch_t 0.463 (0.253)] [data_t 0.007] [optim_t 0.456] [lr 0.000030] [CE 3.856 (3.801)] [KD 1.685 (1.776)] 2024-10-15 14:36:07,326 - Train: 99.50% [1244700/1251000] [995.0/1000.0] [batch_t 0.244 (0.240)] [data_t 0.010] [optim_t 0.234] [lr 0.000030] [CE 3.810 (3.853)] [KD 1.839 (1.823)] 2024-10-15 14:36:27,374 - Test (net): 100.00% [50/50] [batch_t 0.038 (0.183)] [top1_cnt 40987] [top5_cnt 47896] [top_all 50000] 2024-10-15 14:36:27,375 - net: 81.974 (95.792) 2024-10-15 14:36:37,264 - Test (net_E): 100.00% [50/50] [batch_t 0.244 (0.180)] [top1_cnt 41103] [top5_cnt 47943] [top_all 50000] 2024-10-15 14:36:37,265 - net_E: 82.206 (95.886) 2024-10-15 14:36:37,469 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.238 (epoch: 994)] 2024-10-15 14:36:37,470 - ==> Total time: 3 days, 17:58:30 Eta: 0:27:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:36:42,449 - Train: 99.50% [1244750/1251000] [995.0/1000.0] [batch_t 0.242 (0.402)] [data_t 0.007] [optim_t 0.235] [lr 0.000030] [CE 3.879 (3.921)] [KD 1.893 (1.874)] 2024-10-15 14:36:55,265 - Train: 99.50% [1244800/1251000] [995.0/1000.0] [batch_t 0.228 (0.256)] [data_t 0.010] [optim_t 0.219] [lr 0.000030] [CE 3.490 (3.837)] [KD 1.700 (1.802)] 2024-10-15 14:37:08,008 - Train: 99.51% [1244850/1251000] [995.1/1000.0] [batch_t 0.246 (0.255)] [data_t 0.008] [optim_t 0.238] [lr 0.000030] [CE 3.525 (3.873)] [KD 1.571 (1.828)] 2024-10-15 14:37:20,573 - Train: 99.51% [1244900/1251000] [995.1/1000.0] [batch_t 0.235 (0.251)] [data_t 0.008] [optim_t 0.227] [lr 0.000030] [CE 3.913 (3.768)] [KD 1.781 (1.781)] 2024-10-15 14:37:32,785 - Train: 99.52% [1244950/1251000] [995.2/1000.0] [batch_t 0.251 (0.244)] [data_t 0.009] [optim_t 0.242] [lr 0.000030] [CE 3.833 (3.907)] [KD 1.683 (1.837)] 2024-10-15 14:37:44,853 - Train: 99.52% [1245000/1251000] [995.2/1000.0] [batch_t 0.214 (0.241)] [data_t 0.007] [optim_t 0.207] [lr 0.000030] [CE 3.845 (3.854)] [KD 1.813 (1.800)] 2024-10-15 14:37:57,315 - Train: 99.52% [1245050/1251000] [995.2/1000.0] [batch_t 0.231 (0.249)] [data_t 0.007] [optim_t 0.224] [lr 0.000030] [CE 3.753 (3.729)] [KD 1.803 (1.748)] 2024-10-15 14:38:09,967 - Train: 99.53% [1245100/1251000] [995.3/1000.0] [batch_t 0.248 (0.253)] [data_t 0.006] [optim_t 0.242] [lr 0.000030] [CE 3.366 (3.880)] [KD 1.581 (1.831)] 2024-10-15 14:38:22,114 - Train: 99.53% [1245150/1251000] [995.3/1000.0] [batch_t 0.235 (0.243)] [data_t 0.011] [optim_t 0.224] [lr 0.000030] [CE 3.479 (3.820)] [KD 1.670 (1.796)] 2024-10-15 14:38:34,314 - Train: 99.54% [1245200/1251000] [995.4/1000.0] [batch_t 0.228 (0.244)] [data_t 0.008] [optim_t 0.221] [lr 0.000030] [CE 3.590 (3.847)] [KD 1.669 (1.811)] 2024-10-15 14:38:46,886 - Train: 99.54% [1245250/1251000] [995.4/1000.0] [batch_t 0.235 (0.251)] [data_t 0.007] [optim_t 0.228] [lr 0.000030] [CE 3.330 (3.832)] [KD 1.586 (1.799)] 2024-10-15 14:38:59,273 - Train: 99.54% [1245300/1251000] [995.4/1000.0] [batch_t 0.234 (0.248)] [data_t 0.011] [optim_t 0.223] [lr 0.000030] [CE 4.130 (3.809)] [KD 1.821 (1.801)] 2024-10-15 14:39:11,434 - Train: 99.55% [1245350/1251000] [995.5/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.000030] [CE 4.158 (3.803)] [KD 1.855 (1.789)] 2024-10-15 14:39:23,926 - Train: 99.55% [1245400/1251000] [995.5/1000.0] [batch_t 0.241 (0.250)] [data_t 0.007] [optim_t 0.235] [lr 0.000030] [CE 3.404 (3.858)] [KD 1.691 (1.806)] 2024-10-15 14:39:36,616 - Train: 99.56% [1245450/1251000] [995.6/1000.0] [batch_t 0.241 (0.254)] [data_t 0.008] [optim_t 0.234] [lr 0.000030] [CE 3.517 (3.780)] [KD 1.490 (1.785)] 2024-10-15 14:39:49,110 - Train: 99.56% [1245500/1251000] [995.6/1000.0] [batch_t 0.228 (0.250)] [data_t 0.009] [optim_t 0.219] [lr 0.000030] [CE 4.103 (3.859)] [KD 1.965 (1.824)] 2024-10-15 14:40:00,951 - Train: 99.56% [1245550/1251000] [995.6/1000.0] [batch_t 0.246 (0.237)] [data_t 0.008] [optim_t 0.238] [lr 0.000030] [CE 3.892 (3.790)] [KD 1.869 (1.807)] 2024-10-15 14:40:13,260 - Train: 99.57% [1245600/1251000] [995.7/1000.0] [batch_t 0.537 (0.246)] [data_t 0.009] [optim_t 0.528] [lr 0.000030] [CE 3.387 (3.877)] [KD 1.553 (1.815)] 2024-10-15 14:40:25,558 - Train: 99.57% [1245650/1251000] [995.7/1000.0] [batch_t 0.252 (0.246)] [data_t 0.010] [optim_t 0.242] [lr 0.000030] [CE 4.476 (3.889)] [KD 2.152 (1.839)] 2024-10-15 14:40:38,105 - Train: 99.58% [1245700/1251000] [995.8/1000.0] [batch_t 0.230 (0.251)] [data_t 0.011] [optim_t 0.219] [lr 0.000030] [CE 3.330 (3.831)] [KD 1.543 (1.803)] 2024-10-15 14:40:50,304 - Train: 99.58% [1245750/1251000] [995.8/1000.0] [batch_t 0.239 (0.244)] [data_t 0.011] [optim_t 0.228] [lr 0.000030] [CE 3.602 (3.844)] [KD 1.729 (1.790)] 2024-10-15 14:41:02,410 - Train: 99.58% [1245800/1251000] [995.8/1000.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.902 (3.722)] [KD 1.722 (1.750)] 2024-10-15 14:41:14,948 - Train: 99.59% [1245850/1251000] [995.9/1000.0] [batch_t 0.225 (0.251)] [data_t 0.008] [optim_t 0.217] [lr 0.000030] [CE 3.605 (3.902)] [KD 1.688 (1.827)] 2024-10-15 14:41:27,201 - Train: 99.59% [1245900/1251000] [995.9/1000.0] [batch_t 0.237 (0.245)] [data_t 0.010] [optim_t 0.227] [lr 0.000030] [CE 3.976 (3.863)] [KD 1.780 (1.817)] 2024-10-15 14:41:39,021 - Train: 99.60% [1245950/1251000] [996.0/1000.0] [batch_t 0.228 (0.236)] [data_t 0.008] [optim_t 0.220] [lr 0.000030] [CE 3.700 (3.817)] [KD 1.813 (1.793)] 2024-10-15 14:41:59,701 - Test (net): 100.00% [50/50] [batch_t 0.037 (0.186)] [top1_cnt 40978] [top5_cnt 47923] [top_all 50000] 2024-10-15 14:41:59,702 - net: 81.956 (95.846) 2024-10-15 14:42:09,499 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.179)] [top1_cnt 41113] [top5_cnt 47940] [top_all 50000] 2024-10-15 14:42:09,500 - net_E: 82.226 (95.880) 2024-10-15 14:42:09,722 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.238 (epoch: 994)] 2024-10-15 14:42:09,723 - ==> Total time: 3 days, 18:04:02 Eta: 0:21:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:42:14,633 - Train: 99.60% [1246000/1251000] [996.0/1000.0] [batch_t 0.222 (0.423)] [data_t 0.009] [optim_t 0.213] [lr 0.000030] [CE 4.423 (3.928)] [KD 2.009 (1.821)] 2024-10-15 14:42:27,477 - Train: 99.60% [1246050/1251000] [996.0/1000.0] [batch_t 0.233 (0.257)] [data_t 0.008] [optim_t 0.226] [lr 0.000030] [CE 3.809 (3.865)] [KD 1.780 (1.826)] 2024-10-15 14:42:40,155 - Train: 99.61% [1246100/1251000] [996.1/1000.0] [batch_t 0.240 (0.253)] [data_t 0.008] [optim_t 0.232] [lr 0.000030] [CE 3.615 (3.814)] [KD 1.651 (1.784)] 2024-10-15 14:42:52,233 - Train: 99.61% [1246150/1251000] [996.1/1000.0] [batch_t 0.235 (0.241)] [data_t 0.010] [optim_t 0.225] [lr 0.000030] [CE 3.651 (3.903)] [KD 1.720 (1.838)] 2024-10-15 14:43:04,303 - Train: 99.62% [1246200/1251000] [996.2/1000.0] [batch_t 0.264 (0.241)] [data_t 0.007] [optim_t 0.257] [lr 0.000030] [CE 3.948 (3.816)] [KD 1.822 (1.782)] 2024-10-15 14:43:16,926 - Train: 99.62% [1246250/1251000] [996.2/1000.0] [batch_t 0.244 (0.252)] [data_t 0.009] [optim_t 0.235] [lr 0.000030] [CE 4.040 (3.771)] [KD 1.862 (1.765)] 2024-10-15 14:43:29,058 - Train: 99.62% [1246300/1251000] [996.2/1000.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000030] [CE 3.843 (3.856)] [KD 1.809 (1.807)] 2024-10-15 14:43:41,295 - Train: 99.63% [1246350/1251000] [996.3/1000.0] [batch_t 0.241 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.000030] [CE 3.386 (3.809)] [KD 1.509 (1.775)] 2024-10-15 14:43:53,984 - Train: 99.63% [1246400/1251000] [996.3/1000.0] [batch_t 0.237 (0.254)] [data_t 0.007] [optim_t 0.230] [lr 0.000030] [CE 4.114 (3.708)] [KD 1.904 (1.747)] 2024-10-15 14:44:06,474 - Train: 99.64% [1246450/1251000] [996.4/1000.0] [batch_t 0.255 (0.250)] [data_t 0.010] [optim_t 0.245] [lr 0.000030] [CE 4.207 (3.797)] [KD 1.969 (1.770)] 2024-10-15 14:44:18,522 - Train: 99.64% [1246500/1251000] [996.4/1000.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.818 (3.816)] [KD 1.880 (1.788)] 2024-10-15 14:44:30,834 - Train: 99.64% [1246550/1251000] [996.4/1000.0] [batch_t 0.259 (0.246)] [data_t 0.010] [optim_t 0.249] [lr 0.000030] [CE 4.014 (3.863)] [KD 1.939 (1.824)] 2024-10-15 14:44:42,813 - Train: 99.65% [1246600/1251000] [996.5/1000.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.669 (3.883)] [KD 1.679 (1.829)] 2024-10-15 14:44:55,259 - Train: 99.65% [1246650/1251000] [996.5/1000.0] [batch_t 0.553 (0.249)] [data_t 0.009] [optim_t 0.543] [lr 0.000030] [CE 3.814 (3.858)] [KD 1.925 (1.803)] 2024-10-15 14:45:07,712 - Train: 99.66% [1246700/1251000] [996.6/1000.0] [batch_t 0.241 (0.249)] [data_t 0.007] [optim_t 0.234] [lr 0.000030] [CE 3.911 (3.875)] [KD 1.882 (1.844)] 2024-10-15 14:45:19,874 - Train: 99.66% [1246750/1251000] [996.6/1000.0] [batch_t 0.252 (0.243)] [data_t 0.007] [optim_t 0.245] [lr 0.000030] [CE 4.042 (3.899)] [KD 1.858 (1.836)] 2024-10-15 14:45:31,933 - Train: 99.66% [1246800/1251000] [996.6/1000.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.817 (3.786)] [KD 1.938 (1.789)] 2024-10-15 14:45:44,133 - Train: 99.67% [1246850/1251000] [996.7/1000.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.645 (3.848)] [KD 1.774 (1.809)] 2024-10-15 14:45:56,238 - Train: 99.67% [1246900/1251000] [996.7/1000.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 4.152 (3.880)] [KD 1.905 (1.831)] 2024-10-15 14:46:08,086 - Train: 99.68% [1246950/1251000] [996.8/1000.0] [batch_t 0.226 (0.237)] [data_t 0.011] [optim_t 0.215] [lr 0.000030] [CE 3.816 (3.847)] [KD 1.714 (1.820)] 2024-10-15 14:46:20,951 - Train: 99.68% [1247000/1251000] [996.8/1000.0] [batch_t 0.244 (0.257)] [data_t 0.009] [optim_t 0.235] [lr 0.000030] [CE 3.471 (3.932)] [KD 1.631 (1.840)] 2024-10-15 14:46:33,286 - Train: 99.68% [1247050/1251000] [996.8/1000.0] [batch_t 0.243 (0.246)] [data_t 0.007] [optim_t 0.235] [lr 0.000030] [CE 4.281 (3.887)] [KD 2.038 (1.846)] 2024-10-15 14:46:45,237 - Train: 99.69% [1247100/1251000] [996.9/1000.0] [batch_t 0.233 (0.239)] [data_t 0.008] [optim_t 0.226] [lr 0.000030] [CE 3.553 (3.840)] [KD 1.717 (1.820)] 2024-10-15 14:46:57,042 - Train: 99.69% [1247150/1251000] [996.9/1000.0] [batch_t 0.237 (0.236)] [data_t 0.010] [optim_t 0.227] [lr 0.000030] [CE 3.851 (3.826)] [KD 1.797 (1.803)] 2024-10-15 14:47:09,124 - Train: 99.70% [1247200/1251000] [997.0/1000.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000030] [CE 3.666 (3.807)] [KD 1.667 (1.787)] 2024-10-15 14:47:29,374 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.169)] [top1_cnt 40988] [top5_cnt 47907] [top_all 50000] 2024-10-15 14:47:29,374 - net: 81.976 (95.814) 2024-10-15 14:47:39,191 - Test (net_E): 100.00% [50/50] [batch_t 0.040 (0.179)] [top1_cnt 41097] [top5_cnt 47930] [top_all 50000] 2024-10-15 14:47:39,192 - net_E: 82.194 (95.860) 2024-10-15 14:47:39,417 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.238 (epoch: 994)] 2024-10-15 14:47:39,418 - ==> Total time: 3 days, 18:09:32 Eta: 0:16:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:47:44,180 - Train: 99.70% [1247250/1251000] [997.0/1000.0] [batch_t 0.245 (0.429)] [data_t 0.008] [optim_t 0.237] [lr 0.000030] [CE 3.731 (3.968)] [KD 1.867 (2.035)] 2024-10-15 14:47:56,740 - Train: 99.70% [1247300/1251000] [997.0/1000.0] [batch_t 0.238 (0.251)] [data_t 0.008] [optim_t 0.230] [lr 0.000030] [CE 4.253 (3.830)] [KD 2.005 (1.788)] 2024-10-15 14:48:09,468 - Train: 99.71% [1247350/1251000] [997.1/1000.0] [batch_t 0.244 (0.254)] [data_t 0.008] [optim_t 0.236] [lr 0.000030] [CE 3.305 (3.836)] [KD 1.575 (1.805)] 2024-10-15 14:48:21,817 - Train: 99.71% [1247400/1251000] [997.1/1000.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000030] [CE 4.095 (3.829)] [KD 1.878 (1.812)] 2024-10-15 14:48:34,513 - Train: 99.72% [1247450/1251000] [997.2/1000.0] [batch_t 0.248 (0.254)] [data_t 0.007] [optim_t 0.241] [lr 0.000030] [CE 4.437 (3.927)] [KD 2.217 (1.840)] 2024-10-15 14:48:46,451 - Train: 99.72% [1247500/1251000] [997.2/1000.0] [batch_t 0.234 (0.239)] [data_t 0.010] [optim_t 0.224] [lr 0.000030] [CE 3.014 (3.804)] [KD 1.509 (1.776)] 2024-10-15 14:48:58,630 - Train: 99.72% [1247550/1251000] [997.2/1000.0] [batch_t 0.227 (0.243)] [data_t 0.008] [optim_t 0.219] [lr 0.000030] [CE 3.728 (3.826)] [KD 1.765 (1.823)] 2024-10-15 14:49:10,847 - Train: 99.73% [1247600/1251000] [997.3/1000.0] [batch_t 0.225 (0.244)] [data_t 0.008] [optim_t 0.217] [lr 0.000030] [CE 3.828 (3.812)] [KD 1.706 (1.784)] 2024-10-15 14:49:22,548 - Train: 99.73% [1247650/1251000] [997.3/1000.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.000030] [CE 4.240 (3.805)] [KD 1.955 (1.801)] 2024-10-15 14:49:34,870 - Train: 99.74% [1247700/1251000] [997.4/1000.0] [batch_t 0.229 (0.246)] [data_t 0.010] [optim_t 0.219] [lr 0.000030] [CE 3.777 (3.854)] [KD 1.786 (1.810)] 2024-10-15 14:49:47,100 - Train: 99.74% [1247750/1251000] [997.4/1000.0] [batch_t 0.220 (0.244)] [data_t 0.010] [optim_t 0.210] [lr 0.000030] [CE 4.146 (3.914)] [KD 1.868 (1.849)] 2024-10-15 14:49:58,731 - Train: 99.74% [1247800/1251000] [997.4/1000.0] [batch_t 0.239 (0.232)] [data_t 0.009] [optim_t 0.231] [lr 0.000030] [CE 3.477 (3.807)] [KD 1.535 (1.781)] 2024-10-15 14:50:10,694 - Train: 99.75% [1247850/1251000] [997.5/1000.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.000030] [CE 3.325 (3.847)] [KD 1.579 (1.817)] 2024-10-15 14:50:23,069 - Train: 99.75% [1247900/1251000] [997.5/1000.0] [batch_t 0.248 (0.247)] [data_t 0.008] [optim_t 0.240] [lr 0.000030] [CE 3.392 (3.761)] [KD 1.665 (1.758)] 2024-10-15 14:50:35,339 - Train: 99.76% [1247950/1251000] [997.6/1000.0] [batch_t 0.254 (0.245)] [data_t 0.008] [optim_t 0.247] [lr 0.000030] [CE 3.969 (3.831)] [KD 1.899 (1.807)] 2024-10-15 14:50:47,784 - Train: 99.76% [1248000/1251000] [997.6/1000.0] [batch_t 0.253 (0.249)] [data_t 0.009] [optim_t 0.244] [lr 0.000030] [CE 3.883 (3.875)] [KD 1.875 (1.850)] 2024-10-15 14:51:00,036 - Train: 99.76% [1248050/1251000] [997.6/1000.0] [batch_t 0.250 (0.245)] [data_t 0.010] [optim_t 0.240] [lr 0.000030] [CE 3.860 (3.831)] [KD 1.752 (1.808)] 2024-10-15 14:51:12,365 - Train: 99.77% [1248100/1251000] [997.7/1000.0] [batch_t 0.232 (0.246)] [data_t 0.010] [optim_t 0.223] [lr 0.000030] [CE 3.890 (3.822)] [KD 1.755 (1.809)] 2024-10-15 14:51:24,749 - Train: 99.77% [1248150/1251000] [997.7/1000.0] [batch_t 0.237 (0.247)] [data_t 0.008] [optim_t 0.229] [lr 0.000030] [CE 4.064 (3.820)] [KD 1.850 (1.803)] 2024-10-15 14:51:37,052 - Train: 99.78% [1248200/1251000] [997.8/1000.0] [batch_t 0.239 (0.246)] [data_t 0.007] [optim_t 0.232] [lr 0.000030] [CE 4.267 (3.873)] [KD 2.107 (1.824)] 2024-10-15 14:51:49,292 - Train: 99.78% [1248250/1251000] [997.8/1000.0] [batch_t 0.256 (0.245)] [data_t 0.011] [optim_t 0.245] [lr 0.000030] [CE 3.704 (3.792)] [KD 1.724 (1.776)] 2024-10-15 14:52:02,084 - Train: 99.78% [1248300/1251000] [997.8/1000.0] [batch_t 0.241 (0.256)] [data_t 0.009] [optim_t 0.231] [lr 0.000030] [CE 3.297 (3.864)] [KD 1.507 (1.816)] 2024-10-15 14:52:14,735 - Train: 99.79% [1248350/1251000] [997.9/1000.0] [batch_t 0.236 (0.253)] [data_t 0.010] [optim_t 0.226] [lr 0.000030] [CE 3.974 (3.750)] [KD 1.804 (1.757)] 2024-10-15 14:52:26,727 - Train: 99.79% [1248400/1251000] [997.9/1000.0] [batch_t 0.216 (0.240)] [data_t 0.007] [optim_t 0.209] [lr 0.000030] [CE 3.474 (3.803)] [KD 1.636 (1.784)] 2024-10-15 14:52:38,531 - Train: 99.80% [1248450/1251000] [998.0/1000.0] [batch_t 0.236 (0.236)] [data_t 0.010] [optim_t 0.227] [lr 0.000030] [CE 4.413 (3.868)] [KD 2.050 (1.830)] 2024-10-15 14:53:01,062 - Test (net): 100.00% [50/50] [batch_t 0.039 (0.204)] [top1_cnt 41014] [top5_cnt 47918] [top_all 50000] 2024-10-15 14:53:01,063 - net: 82.028 (95.836) 2024-10-15 14:53:11,674 - Test (net_E): 100.00% [50/50] [batch_t 0.039 (0.196)] [top1_cnt 41112] [top5_cnt 47940] [top_all 50000] 2024-10-15 14:53:11,674 - net_E: 82.224 (95.880) 2024-10-15 14:53:11,865 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.238 (epoch: 994)] 2024-10-15 14:53:11,865 - ==> Total time: 3 days, 18:15:04 Eta: 0:10:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:53:16,067 - Train: 99.80% [1248500/1251000] [998.0/1000.0] [batch_t 0.219 (0.562)] [data_t 0.008] [optim_t 0.210] [lr 0.000030] [CE 4.182 (4.104)] [KD 2.005 (2.004)] 2024-10-15 14:53:28,842 - Train: 99.80% [1248550/1251000] [998.0/1000.0] [batch_t 0.251 (0.255)] [data_t 0.010] [optim_t 0.242] [lr 0.000030] [CE 3.363 (3.871)] [KD 1.540 (1.810)] 2024-10-15 14:53:40,958 - Train: 99.81% [1248600/1251000] [998.1/1000.0] [batch_t 0.220 (0.242)] [data_t 0.008] [optim_t 0.212] [lr 0.000030] [CE 4.207 (3.818)] [KD 2.139 (1.807)] 2024-10-15 14:53:53,087 - Train: 99.81% [1248650/1251000] [998.1/1000.0] [batch_t 0.235 (0.242)] [data_t 0.007] [optim_t 0.228] [lr 0.000030] [CE 4.219 (3.817)] [KD 1.994 (1.818)] 2024-10-15 14:54:05,275 - Train: 99.82% [1248700/1251000] [998.2/1000.0] [batch_t 0.231 (0.244)] [data_t 0.008] [optim_t 0.223] [lr 0.000030] [CE 3.909 (3.856)] [KD 1.813 (1.824)] 2024-10-15 14:54:17,179 - Train: 99.82% [1248750/1251000] [998.2/1000.0] [batch_t 0.233 (0.238)] [data_t 0.010] [optim_t 0.223] [lr 0.000030] [CE 4.184 (3.788)] [KD 2.032 (1.771)] 2024-10-15 14:54:29,619 - Train: 99.82% [1248800/1251000] [998.2/1000.0] [batch_t 0.231 (0.249)] [data_t 0.008] [optim_t 0.223] [lr 0.000030] [CE 3.561 (3.793)] [KD 1.586 (1.775)] 2024-10-15 14:54:42,452 - Train: 99.83% [1248850/1251000] [998.3/1000.0] [batch_t 0.235 (0.256)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 3.242 (3.826)] [KD 1.572 (1.808)] 2024-10-15 14:54:54,336 - Train: 99.83% [1248900/1251000] [998.3/1000.0] [batch_t 0.241 (0.238)] [data_t 0.010] [optim_t 0.231] [lr 0.000030] [CE 3.615 (3.864)] [KD 1.677 (1.826)] 2024-10-15 14:55:06,604 - Train: 99.84% [1248950/1251000] [998.4/1000.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000030] [CE 3.961 (3.791)] [KD 1.932 (1.780)] 2024-10-15 14:55:19,226 - Train: 99.84% [1249000/1251000] [998.4/1000.0] [batch_t 0.243 (0.252)] [data_t 0.010] [optim_t 0.233] [lr 0.000030] [CE 3.213 (3.808)] [KD 1.404 (1.801)] 2024-10-15 14:55:31,278 - Train: 99.84% [1249050/1251000] [998.4/1000.0] [batch_t 0.208 (0.241)] [data_t 0.009] [optim_t 0.199] [lr 0.000030] [CE 3.831 (3.839)] [KD 1.765 (1.809)] 2024-10-15 14:55:43,535 - Train: 99.85% [1249100/1251000] [998.5/1000.0] [batch_t 0.238 (0.245)] [data_t 0.008] [optim_t 0.230] [lr 0.000030] [CE 3.623 (3.865)] [KD 1.725 (1.826)] 2024-10-15 14:55:56,148 - Train: 99.85% [1249150/1251000] [998.5/1000.0] [batch_t 0.238 (0.252)] [data_t 0.010] [optim_t 0.228] [lr 0.000030] [CE 3.740 (3.775)] [KD 1.686 (1.767)] 2024-10-15 14:56:08,809 - Train: 99.86% [1249200/1251000] [998.6/1000.0] [batch_t 0.253 (0.253)] [data_t 0.009] [optim_t 0.243] [lr 0.000030] [CE 3.909 (3.871)] [KD 1.875 (1.835)] 2024-10-15 14:56:21,276 - Train: 99.86% [1249250/1251000] [998.6/1000.0] [batch_t 0.238 (0.249)] [data_t 0.010] [optim_t 0.229] [lr 0.000030] [CE 3.537 (3.839)] [KD 1.683 (1.815)] 2024-10-15 14:56:33,923 - Train: 99.86% [1249300/1251000] [998.6/1000.0] [batch_t 0.242 (0.253)] [data_t 0.008] [optim_t 0.233] [lr 0.000030] [CE 3.440 (3.885)] [KD 1.559 (1.821)] 2024-10-15 14:56:46,218 - Train: 99.87% [1249350/1251000] [998.7/1000.0] [batch_t 0.255 (0.246)] [data_t 0.006] [optim_t 0.249] [lr 0.000030] [CE 4.342 (3.784)] [KD 2.115 (1.781)] 2024-10-15 14:56:58,788 - Train: 99.87% [1249400/1251000] [998.7/1000.0] [batch_t 0.243 (0.251)] [data_t 0.010] [optim_t 0.234] [lr 0.000030] [CE 4.045 (3.858)] [KD 2.003 (1.816)] 2024-10-15 14:57:11,953 - Train: 99.88% [1249450/1251000] [998.8/1000.0] [batch_t 0.252 (0.263)] [data_t 0.008] [optim_t 0.245] [lr 0.000030] [CE 3.992 (3.858)] [KD 1.920 (1.813)] 2024-10-15 14:57:24,307 - Train: 99.88% [1249500/1251000] [998.8/1000.0] [batch_t 0.246 (0.247)] [data_t 0.010] [optim_t 0.236] [lr 0.000030] [CE 3.315 (3.932)] [KD 1.525 (1.869)] 2024-10-15 14:57:36,959 - Train: 99.88% [1249550/1251000] [998.8/1000.0] [batch_t 0.218 (0.253)] [data_t 0.006] [optim_t 0.211] [lr 0.000030] [CE 3.765 (3.760)] [KD 1.780 (1.761)] 2024-10-15 14:57:49,915 - Train: 99.89% [1249600/1251000] [998.9/1000.0] [batch_t 0.260 (0.259)] [data_t 0.010] [optim_t 0.250] [lr 0.000030] [CE 3.662 (3.784)] [KD 1.593 (1.778)] 2024-10-15 14:58:02,398 - Train: 99.89% [1249650/1251000] [998.9/1000.0] [batch_t 0.235 (0.249)] [data_t 0.008] [optim_t 0.227] [lr 0.000030] [CE 4.267 (3.835)] [KD 1.964 (1.804)] 2024-10-15 14:58:14,825 - Train: 99.90% [1249700/1251000] [999.0/1000.0] [batch_t 0.245 (0.248)] [data_t 0.009] [optim_t 0.236] [lr 0.000030] [CE 3.817 (3.848)] [KD 1.792 (1.817)] 2024-10-15 14:58:35,961 - Test (net): 100.00% [50/50] [batch_t 0.040 (0.164)] [top1_cnt 40985] [top5_cnt 47924] [top_all 50000] 2024-10-15 14:58:35,961 - net: 81.970 (95.848) 2024-10-15 14:58:45,455 - Test (net_E): 100.00% [50/50] [batch_t 0.097 (0.173)] [top1_cnt 41117] [top5_cnt 47939] [top_all 50000] 2024-10-15 14:58:45,455 - net_E: 82.234 (95.878) 2024-10-15 14:58:45,662 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.238 (epoch: 994)] 2024-10-15 14:58:45,663 - ==> Total time: 3 days, 18:20:38 Eta: 0:05:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 14:58:49,561 - Train: 99.90% [1249750/1251000] [999.0/1000.0] [batch_t 0.735 (0.735)] [data_t 0.467] [optim_t 0.268] [lr 0.000030] [CE 3.767 (3.767)] [KD 1.744 (1.744)] 2024-10-15 14:59:01,853 - Train: 99.90% [1249800/1251000] [999.0/1000.0] [batch_t 0.245 (0.246)] [data_t 0.008] [optim_t 0.237] [lr 0.000030] [CE 3.553 (3.878)] [KD 1.667 (1.840)] 2024-10-15 14:59:14,221 - Train: 99.91% [1249850/1251000] [999.1/1000.0] [batch_t 0.231 (0.247)] [data_t 0.008] [optim_t 0.224] [lr 0.000030] [CE 3.658 (3.806)] [KD 1.685 (1.785)] 2024-10-15 14:59:27,107 - Train: 99.91% [1249900/1251000] [999.1/1000.0] [batch_t 0.247 (0.257)] [data_t 0.009] [optim_t 0.238] [lr 0.000030] [CE 3.802 (3.847)] [KD 1.846 (1.816)] 2024-10-15 14:59:39,278 - Train: 99.92% [1249950/1251000] [999.2/1000.0] [batch_t 0.241 (0.243)] [data_t 0.010] [optim_t 0.231] [lr 0.000030] [CE 4.293 (3.843)] [KD 2.097 (1.796)] 2024-10-15 14:59:51,277 - Train: 99.92% [1250000/1251000] [999.2/1000.0] [batch_t 0.233 (0.240)] [data_t 0.008] [optim_t 0.225] [lr 0.000030] [CE 4.052 (3.824)] [KD 1.950 (1.807)] 2024-10-15 15:00:03,638 - Train: 99.92% [1250050/1251000] [999.2/1000.0] [batch_t 0.251 (0.247)] [data_t 0.009] [optim_t 0.242] [lr 0.000030] [CE 3.986 (3.846)] [KD 1.765 (1.798)] 2024-10-15 15:00:16,289 - Train: 99.93% [1250100/1251000] [999.3/1000.0] [batch_t 0.439 (0.253)] [data_t 0.007] [optim_t 0.432] [lr 0.000030] [CE 3.741 (3.791)] [KD 1.692 (1.774)] 2024-10-15 15:00:28,625 - Train: 99.93% [1250150/1251000] [999.3/1000.0] [batch_t 0.230 (0.247)] [data_t 0.007] [optim_t 0.223] [lr 0.000030] [CE 3.703 (3.828)] [KD 1.760 (1.807)] 2024-10-15 15:00:40,766 - Train: 99.94% [1250200/1251000] [999.4/1000.0] [batch_t 0.243 (0.243)] [data_t 0.007] [optim_t 0.235] [lr 0.000030] [CE 3.705 (3.770)] [KD 1.860 (1.782)] 2024-10-15 15:00:52,950 - Train: 99.94% [1250250/1251000] [999.4/1000.0] [batch_t 0.226 (0.243)] [data_t 0.007] [optim_t 0.219] [lr 0.000030] [CE 3.920 (3.846)] [KD 1.943 (1.812)] 2024-10-15 15:01:05,372 - Train: 99.94% [1250300/1251000] [999.4/1000.0] [batch_t 0.233 (0.248)] [data_t 0.007] [optim_t 0.226] [lr 0.000030] [CE 3.911 (3.858)] [KD 1.780 (1.816)] 2024-10-15 15:01:17,777 - Train: 99.95% [1250350/1251000] [999.5/1000.0] [batch_t 0.237 (0.248)] [data_t 0.010] [optim_t 0.227] [lr 0.000030] [CE 4.440 (3.828)] [KD 2.118 (1.819)] 2024-10-15 15:01:30,035 - Train: 99.95% [1250400/1251000] [999.5/1000.0] [batch_t 0.232 (0.245)] [data_t 0.007] [optim_t 0.225] [lr 0.000030] [CE 3.852 (3.836)] [KD 1.890 (1.802)] 2024-10-15 15:01:42,043 - Train: 99.96% [1250450/1251000] [999.6/1000.0] [batch_t 0.236 (0.240)] [data_t 0.010] [optim_t 0.226] [lr 0.000030] [CE 3.910 (3.879)] [KD 1.908 (1.812)] 2024-10-15 15:01:54,486 - Train: 99.96% [1250500/1251000] [999.6/1000.0] [batch_t 0.242 (0.249)] [data_t 0.008] [optim_t 0.234] [lr 0.000030] [CE 3.832 (3.704)] [KD 1.698 (1.743)] 2024-10-15 15:02:07,026 - Train: 99.96% [1250550/1251000] [999.6/1000.0] [batch_t 0.234 (0.251)] [data_t 0.007] [optim_t 0.227] [lr 0.000030] [CE 3.975 (3.779)] [KD 1.750 (1.767)] 2024-10-15 15:02:19,117 - Train: 99.97% [1250600/1251000] [999.7/1000.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000030] [CE 3.768 (3.840)] [KD 1.762 (1.816)] 2024-10-15 15:02:31,452 - Train: 99.97% [1250650/1251000] [999.7/1000.0] [batch_t 0.235 (0.247)] [data_t 0.007] [optim_t 0.228] [lr 0.000030] [CE 3.395 (3.840)] [KD 1.446 (1.810)] 2024-10-15 15:02:44,022 - Train: 99.98% [1250700/1251000] [999.8/1000.0] [batch_t 0.230 (0.251)] [data_t 0.007] [optim_t 0.223] [lr 0.000030] [CE 3.236 (3.778)] [KD 1.537 (1.779)] 2024-10-15 15:02:56,626 - Train: 99.98% [1250750/1251000] [999.8/1000.0] [batch_t 0.228 (0.252)] [data_t 0.009] [optim_t 0.218] [lr 0.000030] [CE 3.324 (3.814)] [KD 1.615 (1.796)] 2024-10-15 15:03:08,858 - Train: 99.98% [1250800/1251000] [999.8/1000.0] [batch_t 0.229 (0.244)] [data_t 0.010] [optim_t 0.219] [lr 0.000030] [CE 4.156 (3.794)] [KD 1.963 (1.797)] 2024-10-15 15:03:21,028 - Train: 99.99% [1250850/1251000] [999.9/1000.0] [batch_t 0.239 (0.243)] [data_t 0.008] [optim_t 0.231] [lr 0.000030] [CE 3.719 (3.716)] [KD 1.644 (1.743)] 2024-10-15 15:03:33,690 - Train: 99.99% [1250900/1251000] [999.9/1000.0] [batch_t 0.241 (0.253)] [data_t 0.008] [optim_t 0.233] [lr 0.000030] [CE 4.087 (3.828)] [KD 1.906 (1.813)] 2024-10-15 15:03:46,280 - Train: 100.00% [1250950/1251000] [1000.0/1000.0] [batch_t 0.233 (0.252)] [data_t 0.009] [optim_t 0.224] [lr 0.000030] [CE 3.948 (3.811)] [KD 1.847 (1.783)] 2024-10-15 15:03:58,046 - Train: 100.00% [1251000/1251000] [1000.0/1000.0] [batch_t 0.206 (0.235)] [data_t 0.008] [optim_t 0.198] [lr 0.000030] [CE 3.429 (3.795)] [KD 1.581 (1.771)] 2024-10-15 15:04:07,278 - Test (net): 100.00% [50/50] [batch_t 0.046 (0.173)] [top1_cnt 40983] [top5_cnt 47914] [top_all 50000] 2024-10-15 15:04:07,278 - net: 81.966 (95.828) 2024-10-15 15:04:16,326 - Test (net_E): 100.00% [50/50] [batch_t 0.037 (0.164)] [top1_cnt 41121] [top5_cnt 47935] [top_all 50000] 2024-10-15 15:04:16,326 - net_E: 82.242 (95.870) 2024-10-15 15:04:16,540 - Max [top1: 82.056 (epoch: 989)] [top1-ema: 82.242 (epoch: 1000)] 2024-10-15 15:04:16,540 - ==> Total time: 3 days, 18:26:09 Eta: 0:00:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B1s_ImageFolderLMDB_20241011-203822' 2024-10-15 15:04:28,411 - finish training