diff --git "a/MobileMamba_B2/mobilemamba_b2.txt" "b/MobileMamba_B2/mobilemamba_b2.txt" new file mode 100644--- /dev/null +++ "b/MobileMamba_B2/mobilemamba_b2.txt" @@ -0,0 +1,8827 @@ +2024-10-11 15:53:18,431 - ==> Logging on master GPU: 0 +2024-10-11 15:53:18,432 - ==> Running Trainer: CLSTrainer +2024-10-11 15:53:18,432 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training +2024-10-11 15:53:18,432 - ==> Building model +2024-10-11 15:53:18,703 - ==> Creating optimizer +2024-10-11 15:53:18,708 - ==> Native DDP +2024-10-11 15:53:18,744 - ==> Loading dataset: ImageFolderLMDB +2024-10-11 15:53:18,817 - ==> ********** cfg ********** +seed : 42 +size : 384 +epoch_full : 300 +warmup_epochs : 20 +test_start_epoch : 200 +batch_size : 1024 +lr : 0.0015 +weight_decay : 0.05 +nb_classes : 1000 +ft : False +data.type : ImageFolderLMDB +data.root : /dev/shm/tmp/imagenet +data.loader_type : pil +data.sampler : naive +data.nb_classes : 1000 +data.train_transforms : [{'type': 'timm_create_transform', 'input_size': 384, 'is_training': True, 'color_jitter': 0.4, 'auto_augment': 'rand-m9-mstd0.5-inc1', 'interpolation': 'random', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 're_prob': 0.25, 're_mode': 'pixel', 're_count': 1}] +data.test_transforms : [{'type': 'Resize', 'size': 438, 'interpolation': }, {'type': 'CenterCrop', 'size': 384}, {'type': 'ToTensor'}, {'type': 'Normalize', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'inplace': True}] +data.train_size : 1251 +data.test_size : 50 +data.train_length : 1281167 +data.test_length : 50000 +model.name : MobileMamba_B2 +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 : 300 +trainer.scheduler_kwargs : {'name': 'cosine', 'lr_noise': None, 'noise_pct': 0.67, 'noise_std': 1.0, 'noise_seed': 42, 'lr_min': 3e-05, 'warmup_lr': 3e-06, 'warmup_iters': -1, 'cooldown_iters': 0, 'warmup_epochs': 20, 'cooldown_epochs': 0, 'use_iters': True, 'patience_iters': 0, 'patience_epochs': 0, 'decay_iters': 0, 'decay_epochs': 0, 'cycle_decay': 0.1} +trainer.data.batch_size : 1024 +trainer.data.batch_size_per_gpu : 128 +trainer.data.batch_size_test : 1000 +trainer.data.batch_size_per_gpu_test : 125 +trainer.data.num_workers_per_gpu : 8 +trainer.data.drop_last : True +trainer.data.pin_memory : True +trainer.data.persistent_workers : False +trainer.data.num_workers : 64 +trainer.mixup_kwargs : {'mixup_alpha': 0.8, 'cutmix_alpha': 1.0, 'cutmix_minmax': None, 'prob': 1.0, 'switch_prob': 0.5, 'mode': 'batch', 'correct_lam': True, 'label_smoothing': 0.1, 'num_classes': 1000} +trainer.scale_kwargs : {'n_scale': 0, 'base_h': 384, 'base_w': 384, 'min_h': 160, 'max_h': 320, 'min_w': 160, 'max_w': 320, 'check_scale_div_factor': 32} +trainer.test_start_epoch : 200 +trainer.test_per_epoch : 5 +trainer.save_per_epoch : 15 +trainer.find_unused_parameters : False +trainer.sync_BN : none +trainer.dist_BN : +trainer.scaler : native +trainer.ema : 0.9998 +trainer.iter : 0 +trainer.epoch : 0 +trainer.topk_recorder : {'net_top1': [], 'net_top5': [], 'net_E_top1': [], 'net_E_top5': []} +trainer.iter_full : 375300 +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}] +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_b2 +mode : train +sleep : -1 +memory : -1 +dist_url : env:// +logger_rank : 0 +opts : ['model.name=MobileMamba_B2'] +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_b2 -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_B2 +task_start_time : 707590.201863971 +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_B2_ImageFolderLMDB_20241011-155318 +logger.filters : [] +logger.name : root +logger.level : 20 +logger.parent : None +logger.propagate : True +logger.disabled : False +logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/show_train +logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/show_test +2024-10-11 15:53:18,818 - ==> Starting training with 1 nodes x 8 GPUs +2024-10-11 15:53:41,587 - Train: 0.01% [50/375300] [0.0/300.0] [batch_t 0.283 (0.451)] [data_t 0.009] [optim_t 0.274] [lr 0.000009] [CE 6.966 (6.986)] [KD 0.000 (0.000)] +2024-10-11 15:53:55,056 - Train: 0.03% [100/375300] [0.1/300.0] [batch_t 0.244 (0.269)] [data_t 0.009] [optim_t 0.235] [lr 0.000015] [CE 6.980 (6.972)] [KD 0.000 (0.000)] +2024-10-11 15:54:07,795 - Train: 0.04% [150/375300] [0.1/300.0] [batch_t 0.249 (0.254)] [data_t 0.009] [optim_t 0.240] [lr 0.000021] [CE 6.953 (6.952)] [KD 0.000 (0.000)] +2024-10-11 15:54:20,125 - Train: 0.05% [200/375300] [0.2/300.0] [batch_t 0.188 (0.247)] [data_t 0.009] [optim_t 0.179] [lr 0.000027] [CE 6.932 (6.932)] [KD 0.000 (0.000)] +2024-10-11 15:54:32,582 - Train: 0.07% [250/375300] [0.2/300.0] [batch_t 0.424 (0.249)] [data_t 0.009] [optim_t 0.414] [lr 0.000033] [CE 6.896 (6.910)] [KD 0.000 (0.000)] +2024-10-11 15:54:44,700 - Train: 0.08% [300/375300] [0.2/300.0] [batch_t 0.447 (0.242)] [data_t 0.009] [optim_t 0.438] [lr 0.000039] [CE 6.893 (6.890)] [KD 0.000 (0.000)] +2024-10-11 15:54:57,099 - Train: 0.09% [350/375300] [0.3/300.0] [batch_t 0.234 (0.248)] [data_t 0.009] [optim_t 0.225] [lr 0.000045] [CE 6.859 (6.872)] [KD 0.000 (0.000)] +2024-10-11 15:55:09,307 - Train: 0.11% [400/375300] [0.3/300.0] [batch_t 0.284 (0.244)] [data_t 0.010] [optim_t 0.274] [lr 0.000051] [CE 6.845 (6.858)] [KD 0.000 (0.000)] +2024-10-11 15:55:21,552 - Train: 0.12% [450/375300] [0.4/300.0] [batch_t 0.283 (0.245)] [data_t 0.009] [optim_t 0.274] [lr 0.000057] [CE 6.840 (6.843)] [KD 0.000 (0.000)] +2024-10-11 15:55:33,843 - Train: 0.13% [500/375300] [0.4/300.0] [batch_t 0.260 (0.246)] [data_t 0.009] [optim_t 0.251] [lr 0.000063] [CE 6.833 (6.827)] [KD 0.000 (0.000)] +2024-10-11 15:55:45,976 - Train: 0.15% [550/375300] [0.4/300.0] [batch_t 0.211 (0.243)] [data_t 0.009] [optim_t 0.202] [lr 0.000069] [CE 6.808 (6.812)] [KD 0.000 (0.000)] +2024-10-11 15:55:57,932 - Train: 0.16% [600/375300] [0.5/300.0] [batch_t 0.191 (0.239)] [data_t 0.009] [optim_t 0.182] [lr 0.000075] [CE 6.776 (6.796)] [KD 0.000 (0.000)] +2024-10-11 15:56:10,082 - Train: 0.17% [650/375300] [0.5/300.0] [batch_t 0.258 (0.243)] [data_t 0.009] [optim_t 0.249] [lr 0.000081] [CE 6.772 (6.786)] [KD 0.000 (0.000)] +2024-10-11 15:56:22,140 - Train: 0.19% [700/375300] [0.6/300.0] [batch_t 0.326 (0.241)] [data_t 0.009] [optim_t 0.317] [lr 0.000087] [CE 6.760 (6.770)] [KD 0.000 (0.000)] +2024-10-11 15:56:34,168 - Train: 0.20% [750/375300] [0.6/300.0] [batch_t 0.182 (0.240)] [data_t 0.009] [optim_t 0.173] [lr 0.000093] [CE 6.719 (6.760)] [KD 0.000 (0.000)] +2024-10-11 15:56:46,156 - Train: 0.21% [800/375300] [0.6/300.0] [batch_t 0.259 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.000099] [CE 6.768 (6.741)] [KD 0.000 (0.000)] +2024-10-11 15:56:57,919 - Train: 0.23% [850/375300] [0.7/300.0] [batch_t 0.188 (0.235)] [data_t 0.011] [optim_t 0.177] [lr 0.000105] [CE 6.753 (6.718)] [KD 0.000 (0.000)] +2024-10-11 15:57:10,454 - Train: 0.24% [900/375300] [0.7/300.0] [batch_t 0.307 (0.251)] [data_t 0.009] [optim_t 0.298] [lr 0.000111] [CE 6.642 (6.698)] [KD 0.000 (0.000)] +2024-10-11 15:57:22,321 - Train: 0.25% [950/375300] [0.8/300.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.000117] [CE 6.658 (6.671)] [KD 0.000 (0.000)] +2024-10-11 15:57:34,333 - Train: 0.27% [1000/375300] [0.8/300.0] [batch_t 0.188 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.000123] [CE 6.665 (6.668)] [KD 0.000 (0.000)] +2024-10-11 15:57:46,088 - Train: 0.28% [1050/375300] [0.8/300.0] [batch_t 0.195 (0.235)] [data_t 0.009] [optim_t 0.185] [lr 0.000129] [CE 6.647 (6.650)] [KD 0.000 (0.000)] +2024-10-11 15:57:58,157 - Train: 0.29% [1100/375300] [0.9/300.0] [batch_t 0.271 (0.241)] [data_t 0.009] [optim_t 0.262] [lr 0.000135] [CE 6.624 (6.633)] [KD 0.000 (0.000)] +2024-10-11 15:58:09,948 - Train: 0.31% [1150/375300] [0.9/300.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000141] [CE 6.575 (6.614)] [KD 0.000 (0.000)] +2024-10-11 15:58:21,757 - Train: 0.32% [1200/375300] [1.0/300.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.000147] [CE 6.626 (6.590)] [KD 0.000 (0.000)] +2024-10-11 15:58:33,147 - Train: 0.33% [1250/375300] [1.0/300.0] [batch_t 0.182 (0.228)] [data_t 0.009] [optim_t 0.173] [lr 0.000153] [CE 6.513 (6.570)] [KD 0.000 (0.000)] +2024-10-11 15:58:33,330 - ==> Total time: 0:05:16 Eta: 1 day, 2:15:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 15:58:47,729 - Train: 0.35% [1300/375300] [1.0/300.0] [batch_t 0.188 (0.268)] [data_t 0.009] [optim_t 0.179] [lr 0.000159] [CE 6.476 (6.550)] [KD 0.000 (0.000)] +2024-10-11 15:58:59,546 - Train: 0.36% [1350/375300] [1.1/300.0] [batch_t 0.193 (0.236)] [data_t 0.009] [optim_t 0.183] [lr 0.000165] [CE 6.452 (6.541)] [KD 0.000 (0.000)] +2024-10-11 15:59:11,677 - Train: 0.37% [1400/375300] [1.1/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.177] [lr 0.000171] [CE 6.531 (6.518)] [KD 0.000 (0.000)] +2024-10-11 15:59:22,736 - Train: 0.39% [1450/375300] [1.2/300.0] [batch_t 0.203 (0.221)] [data_t 0.009] [optim_t 0.194] [lr 0.000177] [CE 6.617 (6.511)] [KD 0.000 (0.000)] +2024-10-11 15:59:35,097 - Train: 0.40% [1500/375300] [1.2/300.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.000183] [CE 6.434 (6.490)] [KD 0.000 (0.000)] +2024-10-11 15:59:47,103 - Train: 0.41% [1550/375300] [1.2/300.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.000189] [CE 6.444 (6.467)] [KD 0.000 (0.000)] +2024-10-11 15:59:59,115 - Train: 0.43% [1600/375300] [1.3/300.0] [batch_t 0.186 (0.240)] [data_t 0.009] [optim_t 0.177] [lr 0.000195] [CE 6.376 (6.437)] [KD 0.000 (0.000)] +2024-10-11 16:00:11,262 - Train: 0.44% [1650/375300] [1.3/300.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.000201] [CE 6.416 (6.427)] [KD 0.000 (0.000)] +2024-10-11 16:00:23,142 - Train: 0.45% [1700/375300] [1.4/300.0] [batch_t 0.210 (0.238)] [data_t 0.009] [optim_t 0.201] [lr 0.000207] [CE 6.300 (6.409)] [KD 0.000 (0.000)] +2024-10-11 16:00:34,970 - Train: 0.47% [1750/375300] [1.4/300.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.000213] [CE 6.220 (6.397)] [KD 0.000 (0.000)] +2024-10-11 16:00:47,211 - Train: 0.48% [1800/375300] [1.4/300.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000218] [CE 6.382 (6.358)] [KD 0.000 (0.000)] +2024-10-11 16:00:59,357 - Train: 0.49% [1850/375300] [1.5/300.0] [batch_t 0.278 (0.243)] [data_t 0.009] [optim_t 0.269] [lr 0.000224] [CE 6.488 (6.346)] [KD 0.000 (0.000)] +2024-10-11 16:01:11,225 - Train: 0.51% [1900/375300] [1.5/300.0] [batch_t 0.211 (0.237)] [data_t 0.009] [optim_t 0.202] [lr 0.000230] [CE 6.321 (6.334)] [KD 0.000 (0.000)] +2024-10-11 16:01:23,088 - Train: 0.52% [1950/375300] [1.6/300.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.000236] [CE 6.307 (6.314)] [KD 0.000 (0.000)] +2024-10-11 16:01:34,708 - Train: 0.53% [2000/375300] [1.6/300.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.000242] [CE 6.301 (6.288)] [KD 0.000 (0.000)] +2024-10-11 16:01:46,397 - Train: 0.55% [2050/375300] [1.6/300.0] [batch_t 0.216 (0.234)] [data_t 0.009] [optim_t 0.208] [lr 0.000248] [CE 6.350 (6.258)] [KD 0.000 (0.000)] +2024-10-11 16:01:58,365 - Train: 0.56% [2100/375300] [1.7/300.0] [batch_t 0.184 (0.239)] [data_t 0.009] [optim_t 0.175] [lr 0.000254] [CE 6.267 (6.226)] [KD 0.000 (0.000)] +2024-10-11 16:02:09,393 - Train: 0.57% [2150/375300] [1.7/300.0] [batch_t 0.183 (0.220)] [data_t 0.009] [optim_t 0.174] [lr 0.000260] [CE 6.327 (6.251)] [KD 0.000 (0.000)] +2024-10-11 16:02:21,362 - Train: 0.59% [2200/375300] [1.8/300.0] [batch_t 0.247 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.000266] [CE 6.268 (6.231)] [KD 0.000 (0.000)] +2024-10-11 16:02:33,350 - Train: 0.60% [2250/375300] [1.8/300.0] [batch_t 0.309 (0.240)] [data_t 0.009] [optim_t 0.300] [lr 0.000272] [CE 6.280 (6.176)] [KD 0.000 (0.000)] +2024-10-11 16:02:44,879 - Train: 0.61% [2300/375300] [1.8/300.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.000278] [CE 6.266 (6.170)] [KD 0.000 (0.000)] +2024-10-11 16:02:56,578 - Train: 0.63% [2350/375300] [1.9/300.0] [batch_t 0.249 (0.234)] [data_t 0.009] [optim_t 0.241] [lr 0.000284] [CE 6.039 (6.163)] [KD 0.000 (0.000)] +2024-10-11 16:03:08,595 - Train: 0.64% [2400/375300] [1.9/300.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.000290] [CE 6.046 (6.149)] [KD 0.000 (0.000)] +2024-10-11 16:03:20,346 - Train: 0.65% [2450/375300] [2.0/300.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.000296] [CE 6.209 (6.109)] [KD 0.000 (0.000)] +2024-10-11 16:03:31,732 - Train: 0.67% [2500/375300] [2.0/300.0] [batch_t 0.180 (0.228)] [data_t 0.009] [optim_t 0.172] [lr 0.000302] [CE 5.883 (6.108)] [KD 0.000 (0.000)] +2024-10-11 16:03:32,092 - ==> Total time: 0:10:14 Eta: 1 day, 1:26:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:03:46,824 - Train: 0.68% [2550/375300] [2.0/300.0] [batch_t 0.187 (0.281)] [data_t 0.009] [optim_t 0.178] [lr 0.000308] [CE 6.130 (6.086)] [KD 0.000 (0.000)] +2024-10-11 16:03:59,253 - Train: 0.69% [2600/375300] [2.1/300.0] [batch_t 0.218 (0.248)] [data_t 0.009] [optim_t 0.209] [lr 0.000314] [CE 6.221 (6.082)] [KD 0.000 (0.000)] +2024-10-11 16:04:11,623 - Train: 0.71% [2650/375300] [2.1/300.0] [batch_t 0.202 (0.247)] [data_t 0.009] [optim_t 0.193] [lr 0.000320] [CE 5.791 (6.013)] [KD 0.000 (0.000)] +2024-10-11 16:04:23,852 - Train: 0.72% [2700/375300] [2.2/300.0] [batch_t 0.267 (0.244)] [data_t 0.009] [optim_t 0.258] [lr 0.000326] [CE 6.194 (6.032)] [KD 0.000 (0.000)] +2024-10-11 16:04:36,192 - Train: 0.73% [2750/375300] [2.2/300.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000332] [CE 6.076 (6.028)] [KD 0.000 (0.000)] +2024-10-11 16:04:48,160 - Train: 0.75% [2800/375300] [2.2/300.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.000338] [CE 5.895 (5.984)] [KD 0.000 (0.000)] +2024-10-11 16:05:00,540 - Train: 0.76% [2850/375300] [2.3/300.0] [batch_t 0.263 (0.248)] [data_t 0.009] [optim_t 0.254] [lr 0.000344] [CE 5.960 (5.968)] [KD 0.000 (0.000)] +2024-10-11 16:05:12,949 - Train: 0.77% [2900/375300] [2.3/300.0] [batch_t 0.226 (0.248)] [data_t 0.009] [optim_t 0.217] [lr 0.000350] [CE 5.957 (5.925)] [KD 0.000 (0.000)] +2024-10-11 16:05:24,618 - Train: 0.79% [2950/375300] [2.4/300.0] [batch_t 0.256 (0.233)] [data_t 0.009] [optim_t 0.247] [lr 0.000356] [CE 5.947 (5.930)] [KD 0.000 (0.000)] +2024-10-11 16:05:36,331 - Train: 0.80% [3000/375300] [2.4/300.0] [batch_t 0.219 (0.234)] [data_t 0.009] [optim_t 0.210] [lr 0.000362] [CE 5.882 (5.900)] [KD 0.000 (0.000)] +2024-10-11 16:05:48,389 - Train: 0.81% [3050/375300] [2.4/300.0] [batch_t 0.191 (0.241)] [data_t 0.009] [optim_t 0.182] [lr 0.000368] [CE 5.894 (5.920)] [KD 0.000 (0.000)] +2024-10-11 16:06:00,580 - Train: 0.83% [3100/375300] [2.5/300.0] [batch_t 0.266 (0.244)] [data_t 0.009] [optim_t 0.257] [lr 0.000374] [CE 5.889 (5.902)] [KD 0.000 (0.000)] +2024-10-11 16:06:12,657 - Train: 0.84% [3150/375300] [2.5/300.0] [batch_t 0.259 (0.241)] [data_t 0.009] [optim_t 0.250] [lr 0.000380] [CE 5.939 (5.889)] [KD 0.000 (0.000)] +2024-10-11 16:06:24,744 - Train: 0.85% [3200/375300] [2.6/300.0] [batch_t 0.277 (0.242)] [data_t 0.009] [optim_t 0.268] [lr 0.000386] [CE 5.649 (5.856)] [KD 0.000 (0.000)] +2024-10-11 16:06:36,522 - Train: 0.87% [3250/375300] [2.6/300.0] [batch_t 0.206 (0.235)] [data_t 0.009] [optim_t 0.197] [lr 0.000392] [CE 5.714 (5.840)] [KD 0.000 (0.000)] +2024-10-11 16:06:48,751 - Train: 0.88% [3300/375300] [2.6/300.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.000398] [CE 5.662 (5.833)] [KD 0.000 (0.000)] +2024-10-11 16:07:00,751 - Train: 0.89% [3350/375300] [2.7/300.0] [batch_t 0.259 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.000404] [CE 5.776 (5.815)] [KD 0.000 (0.000)] +2024-10-11 16:07:12,635 - Train: 0.91% [3400/375300] [2.7/300.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.000410] [CE 5.784 (5.812)] [KD 0.000 (0.000)] +2024-10-11 16:07:24,586 - Train: 0.92% [3450/375300] [2.8/300.0] [batch_t 0.196 (0.239)] [data_t 0.009] [optim_t 0.187] [lr 0.000416] [CE 5.758 (5.793)] [KD 0.000 (0.000)] +2024-10-11 16:07:36,400 - Train: 0.93% [3500/375300] [2.8/300.0] [batch_t 0.223 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.000422] [CE 5.691 (5.776)] [KD 0.000 (0.000)] +2024-10-11 16:07:48,534 - Train: 0.95% [3550/375300] [2.8/300.0] [batch_t 0.249 (0.243)] [data_t 0.009] [optim_t 0.240] [lr 0.000428] [CE 5.702 (5.747)] [KD 0.000 (0.000)] +2024-10-11 16:08:00,555 - Train: 0.96% [3600/375300] [2.9/300.0] [batch_t 0.292 (0.240)] [data_t 0.009] [optim_t 0.283] [lr 0.000434] [CE 5.694 (5.749)] [KD 0.000 (0.000)] +2024-10-11 16:08:12,719 - Train: 0.97% [3650/375300] [2.9/300.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000440] [CE 5.858 (5.751)] [KD 0.000 (0.000)] +2024-10-11 16:08:24,682 - Train: 0.99% [3700/375300] [3.0/300.0] [batch_t 0.284 (0.239)] [data_t 0.009] [optim_t 0.276] [lr 0.000446] [CE 5.789 (5.728)] [KD 0.000 (0.000)] +2024-10-11 16:08:35,916 - Train: 1.00% [3750/375300] [3.0/300.0] [batch_t 0.187 (0.225)] [data_t 0.009] [optim_t 0.178] [lr 0.000452] [CE 5.615 (5.708)] [KD 0.000 (0.000)] +2024-10-11 16:08:36,473 - ==> Total time: 0:15:19 Eta: 1 day, 1:16:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:08:50,086 - Train: 1.01% [3800/375300] [3.0/300.0] [batch_t 0.188 (0.258)] [data_t 0.009] [optim_t 0.179] [lr 0.000458] [CE 5.568 (5.705)] [KD 0.000 (0.000)] +2024-10-11 16:09:01,852 - Train: 1.03% [3850/375300] [3.1/300.0] [batch_t 0.441 (0.235)] [data_t 0.009] [optim_t 0.432] [lr 0.000464] [CE 5.555 (5.667)] [KD 0.000 (0.000)] +2024-10-11 16:09:13,293 - Train: 1.04% [3900/375300] [3.1/300.0] [batch_t 0.269 (0.229)] [data_t 0.009] [optim_t 0.260] [lr 0.000470] [CE 5.535 (5.676)] [KD 0.000 (0.000)] +2024-10-11 16:09:25,055 - Train: 1.05% [3950/375300] [3.2/300.0] [batch_t 0.252 (0.235)] [data_t 0.009] [optim_t 0.243] [lr 0.000476] [CE 5.624 (5.662)] [KD 0.000 (0.000)] +2024-10-11 16:09:36,586 - Train: 1.07% [4000/375300] [3.2/300.0] [batch_t 0.257 (0.231)] [data_t 0.009] [optim_t 0.248] [lr 0.000482] [CE 5.731 (5.677)] [KD 0.000 (0.000)] +2024-10-11 16:09:48,025 - Train: 1.08% [4050/375300] [3.2/300.0] [batch_t 0.276 (0.229)] [data_t 0.009] [optim_t 0.268] [lr 0.000488] [CE 5.765 (5.692)] [KD 0.000 (0.000)] +2024-10-11 16:09:59,659 - Train: 1.09% [4100/375300] [3.3/300.0] [batch_t 0.220 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.000494] [CE 5.759 (5.596)] [KD 0.000 (0.000)] +2024-10-11 16:10:11,136 - Train: 1.11% [4150/375300] [3.3/300.0] [batch_t 0.247 (0.229)] [data_t 0.009] [optim_t 0.238] [lr 0.000500] [CE 5.478 (5.598)] [KD 0.000 (0.000)] +2024-10-11 16:10:22,766 - Train: 1.12% [4200/375300] [3.4/300.0] [batch_t 0.246 (0.233)] [data_t 0.009] [optim_t 0.237] [lr 0.000506] [CE 5.748 (5.589)] [KD 0.000 (0.000)] +2024-10-11 16:10:34,361 - Train: 1.13% [4250/375300] [3.4/300.0] [batch_t 0.244 (0.232)] [data_t 0.009] [optim_t 0.235] [lr 0.000512] [CE 5.599 (5.556)] [KD 0.000 (0.000)] +2024-10-11 16:10:45,981 - Train: 1.15% [4300/375300] [3.4/300.0] [batch_t 0.252 (0.232)] [data_t 0.009] [optim_t 0.243] [lr 0.000518] [CE 5.457 (5.605)] [KD 0.000 (0.000)] +2024-10-11 16:10:57,415 - Train: 1.16% [4350/375300] [3.5/300.0] [batch_t 0.250 (0.229)] [data_t 0.009] [optim_t 0.241] [lr 0.000524] [CE 5.654 (5.606)] [KD 0.000 (0.000)] +2024-10-11 16:11:08,910 - Train: 1.17% [4400/375300] [3.5/300.0] [batch_t 0.401 (0.230)] [data_t 0.009] [optim_t 0.392] [lr 0.000530] [CE 5.598 (5.570)] [KD 0.000 (0.000)] +2024-10-11 16:11:20,206 - Train: 1.19% [4450/375300] [3.6/300.0] [batch_t 0.264 (0.226)] [data_t 0.009] [optim_t 0.255] [lr 0.000536] [CE 5.699 (5.553)] [KD 0.000 (0.000)] +2024-10-11 16:11:31,783 - Train: 1.20% [4500/375300] [3.6/300.0] [batch_t 0.222 (0.231)] [data_t 0.009] [optim_t 0.213] [lr 0.000542] [CE 5.618 (5.531)] [KD 0.000 (0.000)] +2024-10-11 16:11:43,179 - Train: 1.21% [4550/375300] [3.6/300.0] [batch_t 0.242 (0.228)] [data_t 0.009] [optim_t 0.234] [lr 0.000548] [CE 5.553 (5.536)] [KD 0.000 (0.000)] +2024-10-11 16:11:54,548 - Train: 1.23% [4600/375300] [3.7/300.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.207] [lr 0.000554] [CE 5.349 (5.527)] [KD 0.000 (0.000)] +2024-10-11 16:12:06,060 - Train: 1.24% [4650/375300] [3.7/300.0] [batch_t 0.452 (0.230)] [data_t 0.009] [optim_t 0.443] [lr 0.000560] [CE 5.391 (5.475)] [KD 0.000 (0.000)] +2024-10-11 16:12:17,571 - Train: 1.25% [4700/375300] [3.8/300.0] [batch_t 0.275 (0.230)] [data_t 0.009] [optim_t 0.266] [lr 0.000566] [CE 5.609 (5.504)] [KD 0.000 (0.000)] +2024-10-11 16:12:29,458 - Train: 1.27% [4750/375300] [3.8/300.0] [batch_t 0.267 (0.238)] [data_t 0.009] [optim_t 0.259] [lr 0.000572] [CE 5.671 (5.465)] [KD 0.000 (0.000)] +2024-10-11 16:12:40,976 - Train: 1.28% [4800/375300] [3.8/300.0] [batch_t 0.195 (0.230)] [data_t 0.009] [optim_t 0.186] [lr 0.000578] [CE 5.688 (5.520)] [KD 0.000 (0.000)] +2024-10-11 16:12:52,677 - Train: 1.29% [4850/375300] [3.9/300.0] [batch_t 0.222 (0.234)] [data_t 0.009] [optim_t 0.213] [lr 0.000584] [CE 5.365 (5.489)] [KD 0.000 (0.000)] +2024-10-11 16:13:04,563 - Train: 1.31% [4900/375300] [3.9/300.0] [batch_t 0.208 (0.238)] [data_t 0.009] [optim_t 0.199] [lr 0.000590] [CE 5.438 (5.440)] [KD 0.000 (0.000)] +2024-10-11 16:13:16,446 - Train: 1.32% [4950/375300] [4.0/300.0] [batch_t 0.191 (0.238)] [data_t 0.009] [optim_t 0.182] [lr 0.000596] [CE 5.641 (5.438)] [KD 0.000 (0.000)] +2024-10-11 16:13:27,946 - Train: 1.33% [5000/375300] [4.0/300.0] [batch_t 0.179 (0.230)] [data_t 0.009] [optim_t 0.171] [lr 0.000602] [CE 5.309 (5.448)] [KD 0.000 (0.000)] +2024-10-11 16:13:28,666 - ==> Total time: 0:20:11 Eta: 1 day, 0:54:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:13:41,718 - Train: 1.35% [5050/375300] [4.0/300.0] [batch_t 0.221 (0.256)] [data_t 0.047] [optim_t 0.174] [lr 0.000608] [CE 5.309 (5.359)] [KD 0.000 (0.000)] +2024-10-11 16:13:53,153 - Train: 1.36% [5100/375300] [4.1/300.0] [batch_t 0.214 (0.229)] [data_t 0.036] [optim_t 0.177] [lr 0.000614] [CE 5.425 (5.403)] [KD 0.000 (0.000)] +2024-10-11 16:14:04,596 - Train: 1.37% [5150/375300] [4.1/300.0] [batch_t 0.219 (0.229)] [data_t 0.044] [optim_t 0.174] [lr 0.000620] [CE 5.424 (5.368)] [KD 0.000 (0.000)] +2024-10-11 16:14:16,258 - Train: 1.39% [5200/375300] [4.2/300.0] [batch_t 0.213 (0.233)] [data_t 0.034] [optim_t 0.179] [lr 0.000626] [CE 5.389 (5.426)] [KD 0.000 (0.000)] +2024-10-11 16:14:27,734 - Train: 1.40% [5250/375300] [4.2/300.0] [batch_t 0.232 (0.229)] [data_t 0.057] [optim_t 0.175] [lr 0.000632] [CE 5.510 (5.432)] [KD 0.000 (0.000)] +2024-10-11 16:14:39,235 - Train: 1.41% [5300/375300] [4.2/300.0] [batch_t 0.257 (0.230)] [data_t 0.083] [optim_t 0.174] [lr 0.000638] [CE 5.633 (5.389)] [KD 0.000 (0.000)] +2024-10-11 16:14:50,935 - Train: 1.43% [5350/375300] [4.3/300.0] [batch_t 0.368 (0.234)] [data_t 0.044] [optim_t 0.324] [lr 0.000644] [CE 5.414 (5.366)] [KD 0.000 (0.000)] +2024-10-11 16:15:02,526 - Train: 1.44% [5400/375300] [4.3/300.0] [batch_t 0.244 (0.232)] [data_t 0.069] [optim_t 0.175] [lr 0.000650] [CE 5.016 (5.343)] [KD 0.000 (0.000)] +2024-10-11 16:15:14,279 - Train: 1.45% [5450/375300] [4.4/300.0] [batch_t 0.218 (0.235)] [data_t 0.042] [optim_t 0.176] [lr 0.000656] [CE 5.267 (5.325)] [KD 0.000 (0.000)] +2024-10-11 16:15:26,029 - Train: 1.47% [5500/375300] [4.4/300.0] [batch_t 0.228 (0.235)] [data_t 0.054] [optim_t 0.175] [lr 0.000662] [CE 5.047 (5.318)] [KD 0.000 (0.000)] +2024-10-11 16:15:38,017 - Train: 1.48% [5550/375300] [4.4/300.0] [batch_t 0.224 (0.240)] [data_t 0.052] [optim_t 0.172] [lr 0.000668] [CE 5.385 (5.366)] [KD 0.000 (0.000)] +2024-10-11 16:15:49,560 - Train: 1.49% [5600/375300] [4.5/300.0] [batch_t 0.325 (0.231)] [data_t 0.055] [optim_t 0.270] [lr 0.000674] [CE 5.038 (5.340)] [KD 0.000 (0.000)] +2024-10-11 16:16:01,196 - Train: 1.51% [5650/375300] [4.5/300.0] [batch_t 0.237 (0.233)] [data_t 0.060] [optim_t 0.178] [lr 0.000680] [CE 5.501 (5.276)] [KD 0.000 (0.000)] +2024-10-11 16:16:12,727 - Train: 1.52% [5700/375300] [4.6/300.0] [batch_t 0.242 (0.231)] [data_t 0.069] [optim_t 0.173] [lr 0.000686] [CE 4.908 (5.262)] [KD 0.000 (0.000)] +2024-10-11 16:16:24,577 - Train: 1.53% [5750/375300] [4.6/300.0] [batch_t 0.226 (0.237)] [data_t 0.053] [optim_t 0.173] [lr 0.000692] [CE 5.444 (5.314)] [KD 0.000 (0.000)] +2024-10-11 16:16:36,283 - Train: 1.55% [5800/375300] [4.6/300.0] [batch_t 0.206 (0.234)] [data_t 0.033] [optim_t 0.172] [lr 0.000698] [CE 5.573 (5.308)] [KD 0.000 (0.000)] +2024-10-11 16:16:47,802 - Train: 1.56% [5850/375300] [4.7/300.0] [batch_t 0.217 (0.230)] [data_t 0.040] [optim_t 0.176] [lr 0.000704] [CE 5.185 (5.269)] [KD 0.000 (0.000)] +2024-10-11 16:16:59,259 - Train: 1.57% [5900/375300] [4.7/300.0] [batch_t 0.218 (0.229)] [data_t 0.044] [optim_t 0.174] [lr 0.000710] [CE 5.526 (5.284)] [KD 0.000 (0.000)] +2024-10-11 16:17:10,914 - Train: 1.59% [5950/375300] [4.8/300.0] [batch_t 0.205 (0.233)] [data_t 0.033] [optim_t 0.172] [lr 0.000716] [CE 5.555 (5.287)] [KD 0.000 (0.000)] +2024-10-11 16:17:22,519 - Train: 1.60% [6000/375300] [4.8/300.0] [batch_t 0.226 (0.232)] [data_t 0.057] [optim_t 0.169] [lr 0.000722] [CE 5.129 (5.237)] [KD 0.000 (0.000)] +2024-10-11 16:17:34,285 - Train: 1.61% [6050/375300] [4.8/300.0] [batch_t 0.246 (0.235)] [data_t 0.069] [optim_t 0.177] [lr 0.000728] [CE 5.228 (5.219)] [KD 0.000 (0.000)] +2024-10-11 16:17:46,238 - Train: 1.63% [6100/375300] [4.9/300.0] [batch_t 0.269 (0.239)] [data_t 0.096] [optim_t 0.174] [lr 0.000734] [CE 5.137 (5.263)] [KD 0.000 (0.000)] +2024-10-11 16:17:58,127 - Train: 1.64% [6150/375300] [4.9/300.0] [batch_t 0.199 (0.238)] [data_t 0.025] [optim_t 0.174] [lr 0.000740] [CE 5.378 (5.248)] [KD 0.000 (0.000)] +2024-10-11 16:18:10,497 - Train: 1.65% [6200/375300] [5.0/300.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000746] [CE 5.121 (5.224)] [KD 0.000 (0.000)] +2024-10-11 16:18:22,329 - Train: 1.67% [6250/375300] [5.0/300.0] [batch_t 0.177 (0.237)] [data_t 0.009] [optim_t 0.169] [lr 0.000752] [CE 5.388 (5.212)] [KD 0.000 (0.000)] +2024-10-11 16:18:35,842 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.248)] [top1_cnt 19918] [top5_cnt 32839] [top_all 50000] +2024-10-11 16:18:35,842 - net: 39.836 (65.678) +2024-10-11 16:18:47,782 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 64] [top5_cnt 287] [top_all 50000] +2024-10-11 16:18:47,782 - net_E: 0.128 (0.574) +2024-10-11 16:18:47,949 - Max [top1: 39.836 (epoch: 5)] [top1-ema: 0.128 (epoch: 5)] +2024-10-11 16:18:47,949 - ==> Total time: 0:25:30 Eta: 1 day, 1:05:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:19:03,572 - Train: 1.68% [6300/375300] [5.0/300.0] [batch_t 0.184 (0.221)] [data_t 0.009] [optim_t 0.175] [lr 0.000758] [CE 5.169 (5.192)] [KD 0.000 (0.000)] +2024-10-11 16:19:15,037 - Train: 1.69% [6350/375300] [5.1/300.0] [batch_t 0.234 (0.229)] [data_t 0.061] [optim_t 0.173] [lr 0.000764] [CE 5.418 (5.160)] [KD 0.000 (0.000)] +2024-10-11 16:19:26,678 - Train: 1.71% [6400/375300] [5.1/300.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000769] [CE 5.279 (5.208)] [KD 0.000 (0.000)] +2024-10-11 16:19:38,538 - Train: 1.72% [6450/375300] [5.2/300.0] [batch_t 0.463 (0.237)] [data_t 0.078] [optim_t 0.386] [lr 0.000775] [CE 5.543 (5.142)] [KD 0.000 (0.000)] +2024-10-11 16:19:49,770 - Train: 1.73% [6500/375300] [5.2/300.0] [batch_t 0.227 (0.225)] [data_t 0.054] [optim_t 0.173] [lr 0.000781] [CE 4.863 (5.185)] [KD 0.000 (0.000)] +2024-10-11 16:20:01,120 - Train: 1.75% [6550/375300] [5.2/300.0] [batch_t 0.233 (0.227)] [data_t 0.057] [optim_t 0.176] [lr 0.000787] [CE 5.263 (5.204)] [KD 0.000 (0.000)] +2024-10-11 16:20:12,562 - Train: 1.76% [6600/375300] [5.3/300.0] [batch_t 0.257 (0.229)] [data_t 0.082] [optim_t 0.175] [lr 0.000793] [CE 5.283 (5.152)] [KD 0.000 (0.000)] +2024-10-11 16:20:24,314 - Train: 1.77% [6650/375300] [5.3/300.0] [batch_t 0.220 (0.235)] [data_t 0.048] [optim_t 0.172] [lr 0.000799] [CE 5.053 (5.107)] [KD 0.000 (0.000)] +2024-10-11 16:20:35,881 - Train: 1.79% [6700/375300] [5.4/300.0] [batch_t 0.185 (0.231)] [data_t 0.009] [optim_t 0.176] [lr 0.000805] [CE 5.223 (5.111)] [KD 0.000 (0.000)] +2024-10-11 16:20:48,098 - Train: 1.80% [6750/375300] [5.4/300.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000811] [CE 4.963 (5.175)] [KD 0.000 (0.000)] +2024-10-11 16:20:59,947 - Train: 1.81% [6800/375300] [5.4/300.0] [batch_t 0.259 (0.237)] [data_t 0.009] [optim_t 0.250] [lr 0.000817] [CE 5.235 (5.141)] [KD 0.000 (0.000)] +2024-10-11 16:21:11,865 - Train: 1.83% [6850/375300] [5.5/300.0] [batch_t 0.202 (0.238)] [data_t 0.009] [optim_t 0.193] [lr 0.000823] [CE 5.419 (5.152)] [KD 0.000 (0.000)] +2024-10-11 16:21:23,726 - Train: 1.84% [6900/375300] [5.5/300.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000829] [CE 5.251 (5.109)] [KD 0.000 (0.000)] +2024-10-11 16:21:35,564 - Train: 1.85% [6950/375300] [5.6/300.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000835] [CE 4.999 (5.139)] [KD 0.000 (0.000)] +2024-10-11 16:21:47,412 - Train: 1.87% [7000/375300] [5.6/300.0] [batch_t 0.211 (0.237)] [data_t 0.009] [optim_t 0.203] [lr 0.000841] [CE 4.998 (5.091)] [KD 0.000 (0.000)] +2024-10-11 16:21:59,111 - Train: 1.88% [7050/375300] [5.6/300.0] [batch_t 0.200 (0.234)] [data_t 0.009] [optim_t 0.191] [lr 0.000847] [CE 5.114 (5.165)] [KD 0.000 (0.000)] +2024-10-11 16:22:10,996 - Train: 1.89% [7100/375300] [5.7/300.0] [batch_t 0.258 (0.238)] [data_t 0.009] [optim_t 0.249] [lr 0.000853] [CE 5.156 (5.141)] [KD 0.000 (0.000)] +2024-10-11 16:22:22,662 - Train: 1.91% [7150/375300] [5.7/300.0] [batch_t 0.307 (0.233)] [data_t 0.009] [optim_t 0.298] [lr 0.000859] [CE 4.760 (5.114)] [KD 0.000 (0.000)] +2024-10-11 16:22:34,232 - Train: 1.92% [7200/375300] [5.8/300.0] [batch_t 0.242 (0.231)] [data_t 0.009] [optim_t 0.233] [lr 0.000865] [CE 5.104 (5.117)] [KD 0.000 (0.000)] +2024-10-11 16:22:45,522 - Train: 1.93% [7250/375300] [5.8/300.0] [batch_t 0.217 (0.226)] [data_t 0.009] [optim_t 0.208] [lr 0.000871] [CE 5.001 (5.039)] [KD 0.000 (0.000)] +2024-10-11 16:22:57,097 - Train: 1.95% [7300/375300] [5.8/300.0] [batch_t 0.187 (0.231)] [data_t 0.009] [optim_t 0.177] [lr 0.000877] [CE 5.172 (5.045)] [KD 0.000 (0.000)] +2024-10-11 16:23:09,074 - Train: 1.96% [7350/375300] [5.9/300.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.000883] [CE 5.342 (5.046)] [KD 0.000 (0.000)] +2024-10-11 16:23:20,757 - Train: 1.97% [7400/375300] [5.9/300.0] [batch_t 0.197 (0.234)] [data_t 0.009] [optim_t 0.188] [lr 0.000889] [CE 5.258 (5.049)] [KD 0.000 (0.000)] +2024-10-11 16:23:32,689 - Train: 1.99% [7450/375300] [6.0/300.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000895] [CE 4.860 (5.096)] [KD 0.000 (0.000)] +2024-10-11 16:23:44,366 - Train: 2.00% [7500/375300] [6.0/300.0] [batch_t 0.184 (0.233)] [data_t 0.009] [optim_t 0.175] [lr 0.000901] [CE 5.009 (5.055)] [KD 0.000 (0.000)] +2024-10-11 16:23:45,465 - ==> Total time: 0:30:28 Eta: 1 day, 0:53:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:23:59,523 - Train: 2.01% [7550/375300] [6.0/300.0] [batch_t 0.261 (0.284)] [data_t 0.009] [optim_t 0.252] [lr 0.000907] [CE 5.204 (5.036)] [KD 0.000 (0.000)] +2024-10-11 16:24:12,167 - Train: 2.03% [7600/375300] [6.1/300.0] [batch_t 0.334 (0.253)] [data_t 0.009] [optim_t 0.325] [lr 0.000913] [CE 5.114 (5.022)] [KD 0.000 (0.000)] +2024-10-11 16:24:25,057 - Train: 2.04% [7650/375300] [6.1/300.0] [batch_t 0.262 (0.258)] [data_t 0.009] [optim_t 0.253] [lr 0.000919] [CE 4.981 (4.996)] [KD 0.000 (0.000)] +2024-10-11 16:24:37,971 - Train: 2.05% [7700/375300] [6.2/300.0] [batch_t 0.256 (0.258)] [data_t 0.009] [optim_t 0.247] [lr 0.000925] [CE 5.104 (5.010)] [KD 0.000 (0.000)] +2024-10-11 16:24:50,779 - Train: 2.07% [7750/375300] [6.2/300.0] [batch_t 0.271 (0.256)] [data_t 0.009] [optim_t 0.262] [lr 0.000931] [CE 4.615 (5.082)] [KD 0.000 (0.000)] +2024-10-11 16:25:03,215 - Train: 2.08% [7800/375300] [6.2/300.0] [batch_t 0.183 (0.249)] [data_t 0.009] [optim_t 0.174] [lr 0.000937] [CE 4.691 (4.975)] [KD 0.000 (0.000)] +2024-10-11 16:25:15,969 - Train: 2.09% [7850/375300] [6.3/300.0] [batch_t 0.277 (0.255)] [data_t 0.099] [optim_t 0.178] [lr 0.000943] [CE 5.321 (5.040)] [KD 0.000 (0.000)] +2024-10-11 16:25:28,992 - Train: 2.10% [7900/375300] [6.3/300.0] [batch_t 0.343 (0.260)] [data_t 0.009] [optim_t 0.334] [lr 0.000949] [CE 5.116 (4.981)] [KD 0.000 (0.000)] +2024-10-11 16:25:41,889 - Train: 2.12% [7950/375300] [6.4/300.0] [batch_t 0.183 (0.258)] [data_t 0.009] [optim_t 0.174] [lr 0.000955] [CE 5.030 (5.003)] [KD 0.000 (0.000)] +2024-10-11 16:25:54,578 - Train: 2.13% [8000/375300] [6.4/300.0] [batch_t 0.253 (0.254)] [data_t 0.009] [optim_t 0.244] [lr 0.000961] [CE 4.688 (4.945)] [KD 0.000 (0.000)] +2024-10-11 16:26:07,029 - Train: 2.14% [8050/375300] [6.4/300.0] [batch_t 0.297 (0.249)] [data_t 0.009] [optim_t 0.288] [lr 0.000967] [CE 4.798 (4.997)] [KD 0.000 (0.000)] +2024-10-11 16:26:19,246 - Train: 2.16% [8100/375300] [6.5/300.0] [batch_t 0.222 (0.244)] [data_t 0.010] [optim_t 0.213] [lr 0.000973] [CE 4.792 (4.986)] [KD 0.000 (0.000)] +2024-10-11 16:26:31,347 - Train: 2.17% [8150/375300] [6.5/300.0] [batch_t 0.182 (0.242)] [data_t 0.009] [optim_t 0.173] [lr 0.000979] [CE 5.368 (4.984)] [KD 0.000 (0.000)] +2024-10-11 16:26:43,450 - Train: 2.18% [8200/375300] [6.6/300.0] [batch_t 0.288 (0.242)] [data_t 0.009] [optim_t 0.279] [lr 0.000985] [CE 5.107 (5.005)] [KD 0.000 (0.000)] +2024-10-11 16:26:55,433 - Train: 2.20% [8250/375300] [6.6/300.0] [batch_t 0.246 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.000991] [CE 5.201 (4.980)] [KD 0.000 (0.000)] +2024-10-11 16:27:07,483 - Train: 2.21% [8300/375300] [6.6/300.0] [batch_t 0.314 (0.241)] [data_t 0.009] [optim_t 0.305] [lr 0.000997] [CE 4.848 (5.032)] [KD 0.000 (0.000)] +2024-10-11 16:27:19,266 - Train: 2.22% [8350/375300] [6.7/300.0] [batch_t 0.322 (0.236)] [data_t 0.009] [optim_t 0.313] [lr 0.001003] [CE 4.932 (4.978)] [KD 0.000 (0.000)] +2024-10-11 16:27:31,039 - Train: 2.24% [8400/375300] [6.7/300.0] [batch_t 0.201 (0.235)] [data_t 0.009] [optim_t 0.192] [lr 0.001009] [CE 4.737 (4.947)] [KD 0.000 (0.000)] +2024-10-11 16:27:43,025 - Train: 2.25% [8450/375300] [6.8/300.0] [batch_t 0.292 (0.240)] [data_t 0.009] [optim_t 0.283] [lr 0.001015] [CE 4.867 (4.933)] [KD 0.000 (0.000)] +2024-10-11 16:27:54,652 - Train: 2.26% [8500/375300] [6.8/300.0] [batch_t 0.318 (0.232)] [data_t 0.009] [optim_t 0.310] [lr 0.001021] [CE 5.057 (4.936)] [KD 0.000 (0.000)] +2024-10-11 16:28:06,261 - Train: 2.28% [8550/375300] [6.8/300.0] [batch_t 0.203 (0.232)] [data_t 0.009] [optim_t 0.195] [lr 0.001027] [CE 5.186 (4.964)] [KD 0.000 (0.000)] +2024-10-11 16:28:18,160 - Train: 2.29% [8600/375300] [6.9/300.0] [batch_t 0.275 (0.238)] [data_t 0.009] [optim_t 0.266] [lr 0.001033] [CE 5.166 (4.948)] [KD 0.000 (0.000)] +2024-10-11 16:28:30,031 - Train: 2.30% [8650/375300] [6.9/300.0] [batch_t 0.337 (0.237)] [data_t 0.009] [optim_t 0.328] [lr 0.001039] [CE 4.675 (4.938)] [KD 0.000 (0.000)] +2024-10-11 16:28:41,784 - Train: 2.32% [8700/375300] [7.0/300.0] [batch_t 0.262 (0.235)] [data_t 0.009] [optim_t 0.253] [lr 0.001045] [CE 4.685 (4.890)] [KD 0.000 (0.000)] +2024-10-11 16:28:53,728 - Train: 2.33% [8750/375300] [7.0/300.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.001051] [CE 4.699 (4.921)] [KD 0.000 (0.000)] +2024-10-11 16:28:54,975 - ==> Total time: 0:35:37 Eta: 1 day, 0:51:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:29:08,673 - Train: 2.34% [8800/375300] [7.0/300.0] [batch_t 0.462 (0.284)] [data_t 0.287] [optim_t 0.176] [lr 0.001057] [CE 5.114 (4.924)] [KD 0.000 (0.000)] +2024-10-11 16:29:20,644 - Train: 2.36% [8850/375300] [7.1/300.0] [batch_t 0.215 (0.239)] [data_t 0.009] [optim_t 0.206] [lr 0.001063] [CE 4.603 (4.893)] [KD 0.000 (0.000)] +2024-10-11 16:29:33,182 - Train: 2.37% [8900/375300] [7.1/300.0] [batch_t 0.187 (0.251)] [data_t 0.009] [optim_t 0.178] [lr 0.001069] [CE 4.582 (4.893)] [KD 0.000 (0.000)] +2024-10-11 16:29:45,499 - Train: 2.38% [8950/375300] [7.2/300.0] [batch_t 0.198 (0.246)] [data_t 0.009] [optim_t 0.189] [lr 0.001075] [CE 4.921 (4.854)] [KD 0.000 (0.000)] +2024-10-11 16:29:57,996 - Train: 2.40% [9000/375300] [7.2/300.0] [batch_t 0.210 (0.250)] [data_t 0.009] [optim_t 0.201] [lr 0.001081] [CE 5.272 (4.955)] [KD 0.000 (0.000)] +2024-10-11 16:30:10,294 - Train: 2.41% [9050/375300] [7.2/300.0] [batch_t 0.190 (0.246)] [data_t 0.010] [optim_t 0.180] [lr 0.001087] [CE 5.021 (4.925)] [KD 0.000 (0.000)] +2024-10-11 16:30:22,477 - Train: 2.42% [9100/375300] [7.3/300.0] [batch_t 0.185 (0.244)] [data_t 0.009] [optim_t 0.176] [lr 0.001093] [CE 5.079 (4.907)] [KD 0.000 (0.000)] +2024-10-11 16:30:34,821 - Train: 2.44% [9150/375300] [7.3/300.0] [batch_t 0.230 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.001099] [CE 4.895 (4.925)] [KD 0.000 (0.000)] +2024-10-11 16:30:47,038 - Train: 2.45% [9200/375300] [7.4/300.0] [batch_t 0.260 (0.244)] [data_t 0.009] [optim_t 0.251] [lr 0.001105] [CE 4.804 (4.893)] [KD 0.000 (0.000)] +2024-10-11 16:30:59,034 - Train: 2.46% [9250/375300] [7.4/300.0] [batch_t 0.198 (0.240)] [data_t 0.009] [optim_t 0.189] [lr 0.001111] [CE 4.929 (4.813)] [KD 0.000 (0.000)] +2024-10-11 16:31:10,821 - Train: 2.48% [9300/375300] [7.4/300.0] [batch_t 0.215 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.001117] [CE 4.773 (4.861)] [KD 0.000 (0.000)] +2024-10-11 16:31:23,023 - Train: 2.49% [9350/375300] [7.5/300.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.001123] [CE 4.666 (4.842)] [KD 0.000 (0.000)] +2024-10-11 16:31:35,038 - Train: 2.50% [9400/375300] [7.5/300.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.001129] [CE 5.000 (4.844)] [KD 0.000 (0.000)] +2024-10-11 16:31:46,782 - Train: 2.52% [9450/375300] [7.6/300.0] [batch_t 0.190 (0.235)] [data_t 0.009] [optim_t 0.181] [lr 0.001135] [CE 4.794 (4.901)] [KD 0.000 (0.000)] +2024-10-11 16:31:58,962 - Train: 2.53% [9500/375300] [7.6/300.0] [batch_t 0.188 (0.243)] [data_t 0.009] [optim_t 0.179] [lr 0.001141] [CE 4.671 (4.793)] [KD 0.000 (0.000)] +2024-10-11 16:32:11,062 - Train: 2.54% [9550/375300] [7.6/300.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.001147] [CE 4.977 (4.860)] [KD 0.000 (0.000)] +2024-10-11 16:32:22,967 - Train: 2.56% [9600/375300] [7.7/300.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.001153] [CE 4.682 (4.858)] [KD 0.000 (0.000)] +2024-10-11 16:32:35,179 - Train: 2.57% [9650/375300] [7.7/300.0] [batch_t 0.189 (0.244)] [data_t 0.009] [optim_t 0.179] [lr 0.001159] [CE 5.126 (4.825)] [KD 0.000 (0.000)] +2024-10-11 16:32:47,344 - Train: 2.58% [9700/375300] [7.8/300.0] [batch_t 0.210 (0.243)] [data_t 0.009] [optim_t 0.201] [lr 0.001165] [CE 5.159 (4.861)] [KD 0.000 (0.000)] +2024-10-11 16:32:59,270 - Train: 2.60% [9750/375300] [7.8/300.0] [batch_t 0.278 (0.238)] [data_t 0.009] [optim_t 0.270] [lr 0.001171] [CE 4.780 (4.817)] [KD 0.000 (0.000)] +2024-10-11 16:33:11,010 - Train: 2.61% [9800/375300] [7.8/300.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.001177] [CE 4.691 (4.819)] [KD 0.000 (0.000)] +2024-10-11 16:33:22,719 - Train: 2.62% [9850/375300] [7.9/300.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.001183] [CE 4.307 (4.855)] [KD 0.000 (0.000)] +2024-10-11 16:33:34,416 - Train: 2.64% [9900/375300] [7.9/300.0] [batch_t 0.244 (0.234)] [data_t 0.009] [optim_t 0.235] [lr 0.001189] [CE 4.562 (4.834)] [KD 0.000 (0.000)] +2024-10-11 16:33:46,201 - Train: 2.65% [9950/375300] [8.0/300.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.001195] [CE 4.427 (4.760)] [KD 0.000 (0.000)] +2024-10-11 16:33:58,451 - Train: 2.66% [10000/375300] [8.0/300.0] [batch_t 0.411 (0.245)] [data_t 0.009] [optim_t 0.402] [lr 0.001201] [CE 5.028 (4.837)] [KD 0.000 (0.000)] +2024-10-11 16:33:59,909 - ==> Total time: 0:40:42 Eta: 1 day, 0:45:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:34:12,265 - Train: 2.68% [10050/375300] [8.0/300.0] [batch_t 0.219 (0.264)] [data_t 0.041] [optim_t 0.178] [lr 0.001207] [CE 4.429 (4.825)] [KD 0.000 (0.000)] +2024-10-11 16:34:23,662 - Train: 2.69% [10100/375300] [8.1/300.0] [batch_t 0.238 (0.228)] [data_t 0.009] [optim_t 0.229] [lr 0.001213] [CE 4.881 (4.750)] [KD 0.000 (0.000)] +2024-10-11 16:34:35,146 - Train: 2.70% [10150/375300] [8.1/300.0] [batch_t 0.185 (0.230)] [data_t 0.009] [optim_t 0.176] [lr 0.001219] [CE 4.968 (4.790)] [KD 0.000 (0.000)] +2024-10-11 16:34:46,644 - Train: 2.72% [10200/375300] [8.2/300.0] [batch_t 0.203 (0.230)] [data_t 0.009] [optim_t 0.194] [lr 0.001225] [CE 4.769 (4.774)] [KD 0.000 (0.000)] +2024-10-11 16:34:58,188 - Train: 2.73% [10250/375300] [8.2/300.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.217] [lr 0.001231] [CE 4.645 (4.787)] [KD 0.000 (0.000)] +2024-10-11 16:35:09,847 - Train: 2.74% [10300/375300] [8.2/300.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.001237] [CE 4.617 (4.759)] [KD 0.000 (0.000)] +2024-10-11 16:35:21,421 - Train: 2.76% [10350/375300] [8.3/300.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.001243] [CE 4.740 (4.809)] [KD 0.000 (0.000)] +2024-10-11 16:35:33,284 - Train: 2.77% [10400/375300] [8.3/300.0] [batch_t 0.184 (0.237)] [data_t 0.009] [optim_t 0.175] [lr 0.001249] [CE 4.620 (4.766)] [KD 0.000 (0.000)] +2024-10-11 16:35:44,603 - Train: 2.78% [10450/375300] [8.4/300.0] [batch_t 0.228 (0.226)] [data_t 0.009] [optim_t 0.219] [lr 0.001255] [CE 5.156 (4.846)] [KD 0.000 (0.000)] +2024-10-11 16:35:56,243 - Train: 2.80% [10500/375300] [8.4/300.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.001261] [CE 4.925 (4.791)] [KD 0.000 (0.000)] +2024-10-11 16:36:07,885 - Train: 2.81% [10550/375300] [8.4/300.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.001267] [CE 4.897 (4.760)] [KD 0.000 (0.000)] +2024-10-11 16:36:19,643 - Train: 2.82% [10600/375300] [8.5/300.0] [batch_t 0.256 (0.235)] [data_t 0.009] [optim_t 0.247] [lr 0.001273] [CE 4.660 (4.705)] [KD 0.000 (0.000)] +2024-10-11 16:36:30,944 - Train: 2.84% [10650/375300] [8.5/300.0] [batch_t 0.215 (0.226)] [data_t 0.009] [optim_t 0.206] [lr 0.001279] [CE 4.648 (4.788)] [KD 0.000 (0.000)] +2024-10-11 16:36:42,630 - Train: 2.85% [10700/375300] [8.6/300.0] [batch_t 0.266 (0.234)] [data_t 0.092] [optim_t 0.174] [lr 0.001285] [CE 4.880 (4.777)] [KD 0.000 (0.000)] +2024-10-11 16:36:54,422 - Train: 2.86% [10750/375300] [8.6/300.0] [batch_t 0.218 (0.236)] [data_t 0.043] [optim_t 0.175] [lr 0.001291] [CE 4.553 (4.725)] [KD 0.000 (0.000)] +2024-10-11 16:37:06,366 - Train: 2.88% [10800/375300] [8.6/300.0] [batch_t 0.246 (0.239)] [data_t 0.073] [optim_t 0.173] [lr 0.001297] [CE 4.727 (4.755)] [KD 0.000 (0.000)] +2024-10-11 16:37:18,266 - Train: 2.89% [10850/375300] [8.7/300.0] [batch_t 0.242 (0.238)] [data_t 0.069] [optim_t 0.173] [lr 0.001303] [CE 4.448 (4.746)] [KD 0.000 (0.000)] +2024-10-11 16:37:30,073 - Train: 2.90% [10900/375300] [8.7/300.0] [batch_t 0.254 (0.236)] [data_t 0.076] [optim_t 0.178] [lr 0.001309] [CE 4.841 (4.722)] [KD 0.000 (0.000)] +2024-10-11 16:37:42,244 - Train: 2.92% [10950/375300] [8.8/300.0] [batch_t 0.223 (0.243)] [data_t 0.049] [optim_t 0.174] [lr 0.001315] [CE 4.852 (4.760)] [KD 0.000 (0.000)] +2024-10-11 16:37:54,211 - Train: 2.93% [11000/375300] [8.8/300.0] [batch_t 0.249 (0.239)] [data_t 0.072] [optim_t 0.177] [lr 0.001321] [CE 4.588 (4.790)] [KD 0.000 (0.000)] +2024-10-11 16:38:06,323 - Train: 2.94% [11050/375300] [8.8/300.0] [batch_t 0.274 (0.242)] [data_t 0.095] [optim_t 0.179] [lr 0.001326] [CE 4.729 (4.775)] [KD 0.000 (0.000)] +2024-10-11 16:38:18,410 - Train: 2.96% [11100/375300] [8.9/300.0] [batch_t 0.254 (0.242)] [data_t 0.078] [optim_t 0.176] [lr 0.001332] [CE 5.015 (4.678)] [KD 0.000 (0.000)] +2024-10-11 16:38:30,564 - Train: 2.97% [11150/375300] [8.9/300.0] [batch_t 0.245 (0.243)] [data_t 0.069] [optim_t 0.176] [lr 0.001338] [CE 4.596 (4.700)] [KD 0.000 (0.000)] +2024-10-11 16:38:42,634 - Train: 2.98% [11200/375300] [9.0/300.0] [batch_t 0.185 (0.241)] [data_t 0.009] [optim_t 0.176] [lr 0.001344] [CE 4.601 (4.775)] [KD 0.000 (0.000)] +2024-10-11 16:38:54,373 - Train: 3.00% [11250/375300] [9.0/300.0] [batch_t 0.185 (0.235)] [data_t 0.009] [optim_t 0.176] [lr 0.001350] [CE 4.631 (4.700)] [KD 0.000 (0.000)] +2024-10-11 16:38:56,205 - ==> Total time: 0:45:38 Eta: 1 day, 0:35:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:39:08,224 - Train: 3.01% [11300/375300] [9.0/300.0] [batch_t 0.409 (0.258)] [data_t 0.009] [optim_t 0.400] [lr 0.001356] [CE 4.778 (4.702)] [KD 0.000 (0.000)] +2024-10-11 16:39:19,546 - Train: 3.02% [11350/375300] [9.1/300.0] [batch_t 0.222 (0.226)] [data_t 0.009] [optim_t 0.214] [lr 0.001362] [CE 4.931 (4.673)] [KD 0.000 (0.000)] +2024-10-11 16:39:31,019 - Train: 3.04% [11400/375300] [9.1/300.0] [batch_t 0.206 (0.229)] [data_t 0.009] [optim_t 0.197] [lr 0.001368] [CE 4.554 (4.683)] [KD 0.000 (0.000)] +2024-10-11 16:39:42,535 - Train: 3.05% [11450/375300] [9.2/300.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.212] [lr 0.001374] [CE 4.538 (4.742)] [KD 0.000 (0.000)] +2024-10-11 16:39:53,947 - Train: 3.06% [11500/375300] [9.2/300.0] [batch_t 0.230 (0.228)] [data_t 0.009] [optim_t 0.221] [lr 0.001380] [CE 4.888 (4.661)] [KD 0.000 (0.000)] +2024-10-11 16:40:05,594 - Train: 3.08% [11550/375300] [9.2/300.0] [batch_t 0.241 (0.233)] [data_t 0.009] [optim_t 0.232] [lr 0.001386] [CE 4.784 (4.715)] [KD 0.000 (0.000)] +2024-10-11 16:40:17,004 - Train: 3.09% [11600/375300] [9.3/300.0] [batch_t 0.229 (0.228)] [data_t 0.009] [optim_t 0.220] [lr 0.001392] [CE 4.470 (4.687)] [KD 0.000 (0.000)] +2024-10-11 16:40:28,592 - Train: 3.10% [11650/375300] [9.3/300.0] [batch_t 0.198 (0.232)] [data_t 0.009] [optim_t 0.190] [lr 0.001398] [CE 4.654 (4.682)] [KD 0.000 (0.000)] +2024-10-11 16:40:40,147 - Train: 3.12% [11700/375300] [9.4/300.0] [batch_t 0.201 (0.231)] [data_t 0.009] [optim_t 0.192] [lr 0.001404] [CE 4.389 (4.665)] [KD 0.000 (0.000)] +2024-10-11 16:40:51,608 - Train: 3.13% [11750/375300] [9.4/300.0] [batch_t 0.220 (0.229)] [data_t 0.009] [optim_t 0.211] [lr 0.001410] [CE 4.664 (4.716)] [KD 0.000 (0.000)] +2024-10-11 16:41:02,996 - Train: 3.14% [11800/375300] [9.4/300.0] [batch_t 0.267 (0.228)] [data_t 0.009] [optim_t 0.258] [lr 0.001416] [CE 4.889 (4.651)] [KD 0.000 (0.000)] +2024-10-11 16:41:14,347 - Train: 3.16% [11850/375300] [9.5/300.0] [batch_t 0.241 (0.227)] [data_t 0.009] [optim_t 0.232] [lr 0.001422] [CE 4.754 (4.700)] [KD 0.000 (0.000)] +2024-10-11 16:41:25,646 - Train: 3.17% [11900/375300] [9.5/300.0] [batch_t 0.217 (0.226)] [data_t 0.009] [optim_t 0.208] [lr 0.001428] [CE 4.739 (4.644)] [KD 0.000 (0.000)] +2024-10-11 16:41:37,913 - Train: 3.18% [11950/375300] [9.6/300.0] [batch_t 0.211 (0.245)] [data_t 0.009] [optim_t 0.202] [lr 0.001434] [CE 4.885 (4.666)] [KD 0.000 (0.000)] +2024-10-11 16:41:49,924 - Train: 3.20% [12000/375300] [9.6/300.0] [batch_t 0.253 (0.240)] [data_t 0.009] [optim_t 0.244] [lr 0.001440] [CE 4.536 (4.670)] [KD 0.000 (0.000)] +2024-10-11 16:42:01,926 - Train: 3.21% [12050/375300] [9.6/300.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001446] [CE 4.636 (4.695)] [KD 0.000 (0.000)] +2024-10-11 16:42:13,599 - Train: 3.22% [12100/375300] [9.7/300.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.001452] [CE 4.468 (4.651)] [KD 0.000 (0.000)] +2024-10-11 16:42:25,731 - Train: 3.24% [12150/375300] [9.7/300.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.001458] [CE 4.229 (4.699)] [KD 0.000 (0.000)] +2024-10-11 16:42:37,799 - Train: 3.25% [12200/375300] [9.8/300.0] [batch_t 0.185 (0.241)] [data_t 0.009] [optim_t 0.176] [lr 0.001464] [CE 4.633 (4.717)] [KD 0.000 (0.000)] +2024-10-11 16:42:49,740 - Train: 3.26% [12250/375300] [9.8/300.0] [batch_t 0.257 (0.239)] [data_t 0.009] [optim_t 0.248] [lr 0.001470] [CE 4.629 (4.693)] [KD 0.000 (0.000)] +2024-10-11 16:43:01,488 - Train: 3.28% [12300/375300] [9.8/300.0] [batch_t 0.199 (0.235)] [data_t 0.009] [optim_t 0.190] [lr 0.001476] [CE 4.359 (4.634)] [KD 0.000 (0.000)] +2024-10-11 16:43:13,313 - Train: 3.29% [12350/375300] [9.9/300.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001482] [CE 4.780 (4.684)] [KD 0.000 (0.000)] +2024-10-11 16:43:25,073 - Train: 3.30% [12400/375300] [9.9/300.0] [batch_t 0.185 (0.235)] [data_t 0.009] [optim_t 0.176] [lr 0.001488] [CE 4.837 (4.684)] [KD 0.000 (0.000)] +2024-10-11 16:43:36,720 - Train: 3.32% [12450/375300] [10.0/300.0] [batch_t 0.195 (0.233)] [data_t 0.009] [optim_t 0.187] [lr 0.001494] [CE 4.514 (4.648)] [KD 0.000 (0.000)] +2024-10-11 16:43:48,352 - Train: 3.33% [12500/375300] [10.0/300.0] [batch_t 0.181 (0.233)] [data_t 0.009] [optim_t 0.172] [lr 0.001500] [CE 4.731 (4.718)] [KD 0.000 (0.000)] +2024-10-11 16:44:02,851 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.250)] [top1_cnt 27244] [top5_cnt 39686] [top_all 50000] +2024-10-11 16:44:02,852 - net: 54.488 (79.372) +2024-10-11 16:44:15,146 - Test (net_E): 100.00% [50/50] [batch_t 0.078 (0.237)] [top1_cnt 1384] [top5_cnt 4141] [top_all 50000] +2024-10-11 16:44:15,146 - net_E: 2.768 (8.282) +2024-10-11 16:44:15,288 - Max [top1: 54.488 (epoch: 10)] [top1-ema: 2.768 (epoch: 10)] +2024-10-11 16:44:15,289 - ==> Total time: 0:50:58 Eta: 1 day, 0:38:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:44:29,600 - Train: 3.34% [12550/375300] [10.0/300.0] [batch_t 0.187 (0.225)] [data_t 0.009] [optim_t 0.178] [lr 0.001506] [CE 4.658 (4.676)] [KD 0.000 (0.000)] +2024-10-11 16:44:42,402 - Train: 3.36% [12600/375300] [10.1/300.0] [batch_t 0.247 (0.256)] [data_t 0.009] [optim_t 0.238] [lr 0.001512] [CE 4.402 (4.621)] [KD 0.000 (0.000)] +2024-10-11 16:44:54,561 - Train: 3.37% [12650/375300] [10.1/300.0] [batch_t 0.293 (0.243)] [data_t 0.009] [optim_t 0.284] [lr 0.001518] [CE 4.512 (4.651)] [KD 0.000 (0.000)] +2024-10-11 16:45:06,734 - Train: 3.38% [12700/375300] [10.2/300.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.001524] [CE 4.669 (4.660)] [KD 0.000 (0.000)] +2024-10-11 16:45:19,026 - Train: 3.40% [12750/375300] [10.2/300.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.001530] [CE 4.008 (4.613)] [KD 0.000 (0.000)] +2024-10-11 16:45:30,989 - Train: 3.41% [12800/375300] [10.2/300.0] [batch_t 0.279 (0.239)] [data_t 0.009] [optim_t 0.270] [lr 0.001536] [CE 4.472 (4.579)] [KD 0.000 (0.000)] +2024-10-11 16:45:43,076 - Train: 3.42% [12850/375300] [10.3/300.0] [batch_t 0.277 (0.242)] [data_t 0.009] [optim_t 0.268] [lr 0.001542] [CE 4.895 (4.613)] [KD 0.000 (0.000)] +2024-10-11 16:45:55,243 - Train: 3.44% [12900/375300] [10.3/300.0] [batch_t 0.255 (0.243)] [data_t 0.009] [optim_t 0.247] [lr 0.001548] [CE 4.663 (4.637)] [KD 0.000 (0.000)] +2024-10-11 16:46:07,220 - Train: 3.45% [12950/375300] [10.4/300.0] [batch_t 0.185 (0.239)] [data_t 0.009] [optim_t 0.176] [lr 0.001554] [CE 4.623 (4.598)] [KD 0.000 (0.000)] +2024-10-11 16:46:19,059 - Train: 3.46% [13000/375300] [10.4/300.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.001560] [CE 4.694 (4.612)] [KD 0.000 (0.000)] +2024-10-11 16:46:30,975 - Train: 3.48% [13050/375300] [10.4/300.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.001566] [CE 4.779 (4.637)] [KD 0.000 (0.000)] +2024-10-11 16:46:42,877 - Train: 3.49% [13100/375300] [10.5/300.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.001572] [CE 4.498 (4.613)] [KD 0.000 (0.000)] +2024-10-11 16:46:54,548 - Train: 3.50% [13150/375300] [10.5/300.0] [batch_t 0.203 (0.233)] [data_t 0.009] [optim_t 0.194] [lr 0.001578] [CE 4.615 (4.606)] [KD 0.000 (0.000)] +2024-10-11 16:47:06,374 - Train: 3.52% [13200/375300] [10.6/300.0] [batch_t 0.189 (0.236)] [data_t 0.009] [optim_t 0.180] [lr 0.001584] [CE 4.710 (4.636)] [KD 0.000 (0.000)] +2024-10-11 16:47:18,233 - Train: 3.53% [13250/375300] [10.6/300.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.001590] [CE 4.395 (4.567)] [KD 0.000 (0.000)] +2024-10-11 16:47:30,172 - Train: 3.54% [13300/375300] [10.6/300.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.001596] [CE 4.597 (4.609)] [KD 0.000 (0.000)] +2024-10-11 16:47:42,281 - Train: 3.56% [13350/375300] [10.7/300.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001602] [CE 4.851 (4.644)] [KD 0.000 (0.000)] +2024-10-11 16:47:54,209 - Train: 3.57% [13400/375300] [10.7/300.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.001608] [CE 4.457 (4.588)] [KD 0.000 (0.000)] +2024-10-11 16:48:06,048 - Train: 3.58% [13450/375300] [10.8/300.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.001614] [CE 4.582 (4.605)] [KD 0.000 (0.000)] +2024-10-11 16:48:18,009 - Train: 3.60% [13500/375300] [10.8/300.0] [batch_t 0.185 (0.239)] [data_t 0.009] [optim_t 0.176] [lr 0.001620] [CE 4.489 (4.664)] [KD 0.000 (0.000)] +2024-10-11 16:48:29,962 - Train: 3.61% [13550/375300] [10.8/300.0] [batch_t 0.261 (0.239)] [data_t 0.009] [optim_t 0.252] [lr 0.001626] [CE 4.817 (4.598)] [KD 0.000 (0.000)] +2024-10-11 16:48:41,334 - Train: 3.62% [13600/375300] [10.9/300.0] [batch_t 0.240 (0.227)] [data_t 0.009] [optim_t 0.231] [lr 0.001632] [CE 4.454 (4.591)] [KD 0.000 (0.000)] +2024-10-11 16:48:52,763 - Train: 3.64% [13650/375300] [10.9/300.0] [batch_t 0.185 (0.228)] [data_t 0.009] [optim_t 0.177] [lr 0.001638] [CE 4.648 (4.599)] [KD 0.000 (0.000)] +2024-10-11 16:49:04,685 - Train: 3.65% [13700/375300] [11.0/300.0] [batch_t 0.292 (0.238)] [data_t 0.009] [optim_t 0.283] [lr 0.001644] [CE 4.841 (4.613)] [KD 0.000 (0.000)] +2024-10-11 16:49:16,408 - Train: 3.66% [13750/375300] [11.0/300.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.001650] [CE 4.555 (4.601)] [KD 0.000 (0.000)] +2024-10-11 16:49:18,513 - ==> Total time: 0:56:01 Eta: 1 day, 0:31:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:49:30,503 - Train: 3.68% [13800/375300] [11.0/300.0] [batch_t 0.188 (0.273)] [data_t 0.009] [optim_t 0.179] [lr 0.001656] [CE 4.599 (4.541)] [KD 0.000 (0.000)] +2024-10-11 16:49:42,148 - Train: 3.69% [13850/375300] [11.1/300.0] [batch_t 0.261 (0.233)] [data_t 0.009] [optim_t 0.252] [lr 0.001662] [CE 4.693 (4.544)] [KD 0.000 (0.000)] +2024-10-11 16:49:54,094 - Train: 3.70% [13900/375300] [11.1/300.0] [batch_t 0.275 (0.239)] [data_t 0.009] [optim_t 0.266] [lr 0.001668] [CE 4.448 (4.568)] [KD 0.000 (0.000)] +2024-10-11 16:50:05,744 - Train: 3.72% [13950/375300] [11.2/300.0] [batch_t 0.223 (0.233)] [data_t 0.009] [optim_t 0.214] [lr 0.001674] [CE 4.410 (4.612)] [KD 0.000 (0.000)] +2024-10-11 16:50:17,679 - Train: 3.73% [14000/375300] [11.2/300.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.241] [lr 0.001680] [CE 4.703 (4.602)] [KD 0.000 (0.000)] +2024-10-11 16:50:29,871 - Train: 3.74% [14050/375300] [11.2/300.0] [batch_t 0.256 (0.244)] [data_t 0.009] [optim_t 0.247] [lr 0.001686] [CE 4.421 (4.577)] [KD 0.000 (0.000)] +2024-10-11 16:50:42,255 - Train: 3.76% [14100/375300] [11.3/300.0] [batch_t 0.254 (0.248)] [data_t 0.009] [optim_t 0.245] [lr 0.001692] [CE 4.531 (4.627)] [KD 0.000 (0.000)] +2024-10-11 16:50:54,305 - Train: 3.77% [14150/375300] [11.3/300.0] [batch_t 0.285 (0.241)] [data_t 0.009] [optim_t 0.276] [lr 0.001698] [CE 4.651 (4.560)] [KD 0.000 (0.000)] +2024-10-11 16:51:06,168 - Train: 3.78% [14200/375300] [11.4/300.0] [batch_t 0.264 (0.237)] [data_t 0.009] [optim_t 0.255] [lr 0.001704] [CE 4.370 (4.583)] [KD 0.000 (0.000)] +2024-10-11 16:51:18,200 - Train: 3.80% [14250/375300] [11.4/300.0] [batch_t 0.212 (0.241)] [data_t 0.009] [optim_t 0.203] [lr 0.001710] [CE 4.214 (4.527)] [KD 0.000 (0.000)] +2024-10-11 16:51:30,218 - Train: 3.81% [14300/375300] [11.4/300.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.245] [lr 0.001716] [CE 4.729 (4.618)] [KD 0.000 (0.000)] +2024-10-11 16:51:42,064 - Train: 3.82% [14350/375300] [11.5/300.0] [batch_t 0.202 (0.237)] [data_t 0.009] [optim_t 0.192] [lr 0.001722] [CE 4.716 (4.538)] [KD 0.000 (0.000)] +2024-10-11 16:51:54,128 - Train: 3.84% [14400/375300] [11.5/300.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.001728] [CE 4.492 (4.559)] [KD 0.000 (0.000)] +2024-10-11 16:52:05,917 - Train: 3.85% [14450/375300] [11.6/300.0] [batch_t 0.198 (0.236)] [data_t 0.009] [optim_t 0.190] [lr 0.001734] [CE 4.711 (4.573)] [KD 0.000 (0.000)] +2024-10-11 16:52:17,900 - Train: 3.86% [14500/375300] [11.6/300.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.001740] [CE 4.512 (4.577)] [KD 0.000 (0.000)] +2024-10-11 16:52:29,774 - Train: 3.88% [14550/375300] [11.6/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.001746] [CE 4.810 (4.562)] [KD 0.000 (0.000)] +2024-10-11 16:52:41,360 - Train: 3.89% [14600/375300] [11.7/300.0] [batch_t 0.233 (0.232)] [data_t 0.009] [optim_t 0.224] [lr 0.001752] [CE 4.812 (4.490)] [KD 0.000 (0.000)] +2024-10-11 16:52:53,304 - Train: 3.90% [14650/375300] [11.7/300.0] [batch_t 0.253 (0.239)] [data_t 0.009] [optim_t 0.244] [lr 0.001758] [CE 4.739 (4.557)] [KD 0.000 (0.000)] +2024-10-11 16:53:05,178 - Train: 3.92% [14700/375300] [11.8/300.0] [batch_t 0.263 (0.237)] [data_t 0.009] [optim_t 0.254] [lr 0.001764] [CE 4.745 (4.569)] [KD 0.000 (0.000)] +2024-10-11 16:53:17,100 - Train: 3.93% [14750/375300] [11.8/300.0] [batch_t 0.188 (0.238)] [data_t 0.009] [optim_t 0.179] [lr 0.001770] [CE 4.249 (4.538)] [KD 0.000 (0.000)] +2024-10-11 16:53:28,842 - Train: 3.94% [14800/375300] [11.8/300.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.001776] [CE 4.523 (4.598)] [KD 0.000 (0.000)] +2024-10-11 16:53:40,835 - Train: 3.96% [14850/375300] [11.9/300.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.001782] [CE 4.307 (4.525)] [KD 0.000 (0.000)] +2024-10-11 16:53:52,476 - Train: 3.97% [14900/375300] [11.9/300.0] [batch_t 0.228 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.001788] [CE 4.114 (4.539)] [KD 0.000 (0.000)] +2024-10-11 16:54:04,197 - Train: 3.98% [14950/375300] [12.0/300.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.001794] [CE 4.524 (4.552)] [KD 0.000 (0.000)] +2024-10-11 16:54:15,933 - Train: 4.00% [15000/375300] [12.0/300.0] [batch_t 0.181 (0.235)] [data_t 0.009] [optim_t 0.173] [lr 0.001800] [CE 4.644 (4.497)] [KD 0.000 (0.000)] +2024-10-11 16:54:18,211 - ==> Total time: 1:01:00 Eta: 1 day, 0:24:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:54:29,959 - Train: 4.01% [15050/375300] [12.0/300.0] [batch_t 0.351 (0.274)] [data_t 0.009] [optim_t 0.342] [lr 0.001806] [CE 4.637 (4.465)] [KD 0.000 (0.000)] +2024-10-11 16:54:42,305 - Train: 4.02% [15100/375300] [12.1/300.0] [batch_t 0.274 (0.247)] [data_t 0.009] [optim_t 0.265] [lr 0.001812] [CE 4.724 (4.533)] [KD 0.000 (0.000)] +2024-10-11 16:54:54,378 - Train: 4.04% [15150/375300] [12.1/300.0] [batch_t 0.214 (0.241)] [data_t 0.009] [optim_t 0.205] [lr 0.001818] [CE 4.739 (4.564)] [KD 0.000 (0.000)] +2024-10-11 16:55:05,644 - Train: 4.05% [15200/375300] [12.2/300.0] [batch_t 0.227 (0.225)] [data_t 0.009] [optim_t 0.219] [lr 0.001824] [CE 4.194 (4.490)] [KD 0.000 (0.000)] +2024-10-11 16:55:16,804 - Train: 4.06% [15250/375300] [12.2/300.0] [batch_t 0.255 (0.223)] [data_t 0.009] [optim_t 0.246] [lr 0.001830] [CE 4.551 (4.461)] [KD 0.000 (0.000)] +2024-10-11 16:55:28,521 - Train: 4.08% [15300/375300] [12.2/300.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.001836] [CE 4.192 (4.506)] [KD 0.000 (0.000)] +2024-10-11 16:55:39,622 - Train: 4.09% [15350/375300] [12.3/300.0] [batch_t 0.215 (0.222)] [data_t 0.009] [optim_t 0.206] [lr 0.001842] [CE 4.165 (4.485)] [KD 0.000 (0.000)] +2024-10-11 16:55:50,934 - Train: 4.10% [15400/375300] [12.3/300.0] [batch_t 0.217 (0.226)] [data_t 0.009] [optim_t 0.208] [lr 0.001848] [CE 4.180 (4.528)] [KD 0.000 (0.000)] +2024-10-11 16:56:02,513 - Train: 4.12% [15450/375300] [12.4/300.0] [batch_t 0.206 (0.231)] [data_t 0.009] [optim_t 0.197] [lr 0.001854] [CE 4.689 (4.546)] [KD 0.000 (0.000)] +2024-10-11 16:56:13,929 - Train: 4.13% [15500/375300] [12.4/300.0] [batch_t 0.208 (0.228)] [data_t 0.009] [optim_t 0.199] [lr 0.001860] [CE 4.257 (4.485)] [KD 0.000 (0.000)] +2024-10-11 16:56:25,521 - Train: 4.14% [15550/375300] [12.4/300.0] [batch_t 0.282 (0.232)] [data_t 0.009] [optim_t 0.273] [lr 0.001866] [CE 4.473 (4.502)] [KD 0.000 (0.000)] +2024-10-11 16:56:37,003 - Train: 4.16% [15600/375300] [12.5/300.0] [batch_t 0.326 (0.230)] [data_t 0.009] [optim_t 0.317] [lr 0.001872] [CE 4.495 (4.494)] [KD 0.000 (0.000)] +2024-10-11 16:56:48,526 - Train: 4.17% [15650/375300] [12.5/300.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.001878] [CE 4.434 (4.501)] [KD 0.000 (0.000)] +2024-10-11 16:57:00,205 - Train: 4.18% [15700/375300] [12.5/300.0] [batch_t 0.241 (0.233)] [data_t 0.009] [optim_t 0.232] [lr 0.001883] [CE 4.618 (4.486)] [KD 0.000 (0.000)] +2024-10-11 16:57:11,829 - Train: 4.20% [15750/375300] [12.6/300.0] [batch_t 0.273 (0.232)] [data_t 0.009] [optim_t 0.264] [lr 0.001889] [CE 4.355 (4.479)] [KD 0.000 (0.000)] +2024-10-11 16:57:23,385 - Train: 4.21% [15800/375300] [12.6/300.0] [batch_t 0.188 (0.231)] [data_t 0.009] [optim_t 0.179] [lr 0.001895] [CE 4.394 (4.526)] [KD 0.000 (0.000)] +2024-10-11 16:57:34,817 - Train: 4.22% [15850/375300] [12.7/300.0] [batch_t 0.189 (0.229)] [data_t 0.009] [optim_t 0.180] [lr 0.001901] [CE 4.677 (4.548)] [KD 0.000 (0.000)] +2024-10-11 16:57:46,412 - Train: 4.24% [15900/375300] [12.7/300.0] [batch_t 0.216 (0.232)] [data_t 0.009] [optim_t 0.207] [lr 0.001907] [CE 4.455 (4.504)] [KD 0.000 (0.000)] +2024-10-11 16:57:58,085 - Train: 4.25% [15950/375300] [12.7/300.0] [batch_t 0.260 (0.233)] [data_t 0.009] [optim_t 0.251] [lr 0.001913] [CE 4.518 (4.520)] [KD 0.000 (0.000)] +2024-10-11 16:58:09,792 - Train: 4.26% [16000/375300] [12.8/300.0] [batch_t 0.186 (0.234)] [data_t 0.009] [optim_t 0.177] [lr 0.001919] [CE 4.438 (4.513)] [KD 0.000 (0.000)] +2024-10-11 16:58:21,319 - Train: 4.28% [16050/375300] [12.8/300.0] [batch_t 0.251 (0.230)] [data_t 0.009] [optim_t 0.242] [lr 0.001925] [CE 4.436 (4.504)] [KD 0.000 (0.000)] +2024-10-11 16:58:33,009 - Train: 4.29% [16100/375300] [12.9/300.0] [batch_t 0.264 (0.234)] [data_t 0.009] [optim_t 0.255] [lr 0.001931] [CE 4.597 (4.465)] [KD 0.000 (0.000)] +2024-10-11 16:58:44,846 - Train: 4.30% [16150/375300] [12.9/300.0] [batch_t 0.477 (0.237)] [data_t 0.009] [optim_t 0.468] [lr 0.001937] [CE 4.736 (4.549)] [KD 0.000 (0.000)] +2024-10-11 16:58:56,279 - Train: 4.32% [16200/375300] [12.9/300.0] [batch_t 0.185 (0.229)] [data_t 0.009] [optim_t 0.176] [lr 0.001943] [CE 4.294 (4.471)] [KD 0.000 (0.000)] +2024-10-11 16:59:08,018 - Train: 4.33% [16250/375300] [13.0/300.0] [batch_t 0.207 (0.235)] [data_t 0.009] [optim_t 0.198] [lr 0.001949] [CE 4.733 (4.450)] [KD 0.000 (0.000)] +2024-10-11 16:59:10,487 - ==> Total time: 1:05:53 Eta: 1 day, 0:14:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 16:59:21,968 - Train: 4.34% [16300/375300] [13.0/300.0] [batch_t 0.188 (0.266)] [data_t 0.009] [optim_t 0.179] [lr 0.001955] [CE 4.158 (4.440)] [KD 0.000 (0.000)] +2024-10-11 16:59:34,185 - Train: 4.36% [16350/375300] [13.1/300.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.001961] [CE 4.584 (4.436)] [KD 0.000 (0.000)] +2024-10-11 16:59:46,459 - Train: 4.37% [16400/375300] [13.1/300.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.001967] [CE 4.232 (4.519)] [KD 0.000 (0.000)] +2024-10-11 16:59:58,578 - Train: 4.38% [16450/375300] [13.1/300.0] [batch_t 0.190 (0.242)] [data_t 0.009] [optim_t 0.181] [lr 0.001973] [CE 4.550 (4.503)] [KD 0.000 (0.000)] +2024-10-11 17:00:10,481 - Train: 4.40% [16500/375300] [13.2/300.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.001979] [CE 4.603 (4.439)] [KD 0.000 (0.000)] +2024-10-11 17:00:22,700 - Train: 4.41% [16550/375300] [13.2/300.0] [batch_t 0.216 (0.244)] [data_t 0.009] [optim_t 0.207] [lr 0.001985] [CE 4.570 (4.492)] [KD 0.000 (0.000)] +2024-10-11 17:00:34,781 - Train: 4.42% [16600/375300] [13.3/300.0] [batch_t 0.250 (0.242)] [data_t 0.009] [optim_t 0.241] [lr 0.001991] [CE 4.335 (4.468)] [KD 0.000 (0.000)] +2024-10-11 17:00:47,006 - Train: 4.44% [16650/375300] [13.3/300.0] [batch_t 0.237 (0.244)] [data_t 0.009] [optim_t 0.228] [lr 0.001997] [CE 4.527 (4.413)] [KD 0.000 (0.000)] +2024-10-11 17:00:59,137 - Train: 4.45% [16700/375300] [13.3/300.0] [batch_t 0.217 (0.243)] [data_t 0.009] [optim_t 0.208] [lr 0.002003] [CE 4.370 (4.445)] [KD 0.000 (0.000)] +2024-10-11 17:01:11,281 - Train: 4.46% [16750/375300] [13.4/300.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.002009] [CE 4.207 (4.449)] [KD 0.000 (0.000)] +2024-10-11 17:01:23,340 - Train: 4.48% [16800/375300] [13.4/300.0] [batch_t 0.253 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.002015] [CE 4.817 (4.460)] [KD 0.000 (0.000)] +2024-10-11 17:01:35,518 - Train: 4.49% [16850/375300] [13.5/300.0] [batch_t 0.301 (0.243)] [data_t 0.009] [optim_t 0.292] [lr 0.002021] [CE 4.111 (4.391)] [KD 0.000 (0.000)] +2024-10-11 17:01:47,542 - Train: 4.50% [16900/375300] [13.5/300.0] [batch_t 0.255 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.002027] [CE 4.710 (4.480)] [KD 0.000 (0.000)] +2024-10-11 17:01:59,760 - Train: 4.52% [16950/375300] [13.5/300.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.002033] [CE 4.264 (4.469)] [KD 0.000 (0.000)] +2024-10-11 17:02:11,478 - Train: 4.53% [17000/375300] [13.6/300.0] [batch_t 0.242 (0.234)] [data_t 0.009] [optim_t 0.233] [lr 0.002039] [CE 4.387 (4.450)] [KD 0.000 (0.000)] +2024-10-11 17:02:23,474 - Train: 4.54% [17050/375300] [13.6/300.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.002045] [CE 4.649 (4.516)] [KD 0.000 (0.000)] +2024-10-11 17:02:35,208 - Train: 4.56% [17100/375300] [13.7/300.0] [batch_t 0.215 (0.235)] [data_t 0.009] [optim_t 0.206] [lr 0.002051] [CE 4.198 (4.449)] [KD 0.000 (0.000)] +2024-10-11 17:02:47,239 - Train: 4.57% [17150/375300] [13.7/300.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.002057] [CE 4.502 (4.477)] [KD 0.000 (0.000)] +2024-10-11 17:02:59,170 - Train: 4.58% [17200/375300] [13.7/300.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.002063] [CE 4.365 (4.473)] [KD 0.000 (0.000)] +2024-10-11 17:03:11,074 - Train: 4.60% [17250/375300] [13.8/300.0] [batch_t 0.190 (0.238)] [data_t 0.009] [optim_t 0.181] [lr 0.002069] [CE 4.208 (4.514)] [KD 0.000 (0.000)] +2024-10-11 17:03:23,077 - Train: 4.61% [17300/375300] [13.8/300.0] [batch_t 0.333 (0.240)] [data_t 0.009] [optim_t 0.324] [lr 0.002075] [CE 4.583 (4.469)] [KD 0.000 (0.000)] +2024-10-11 17:03:35,039 - Train: 4.62% [17350/375300] [13.9/300.0] [batch_t 0.188 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.002081] [CE 4.268 (4.460)] [KD 0.000 (0.000)] +2024-10-11 17:03:46,274 - Train: 4.64% [17400/375300] [13.9/300.0] [batch_t 0.215 (0.225)] [data_t 0.009] [optim_t 0.206] [lr 0.002087] [CE 4.223 (4.442)] [KD 0.000 (0.000)] +2024-10-11 17:03:57,677 - Train: 4.65% [17450/375300] [13.9/300.0] [batch_t 0.207 (0.228)] [data_t 0.009] [optim_t 0.198] [lr 0.002093] [CE 4.652 (4.464)] [KD 0.000 (0.000)] +2024-10-11 17:04:08,922 - Train: 4.66% [17500/375300] [14.0/300.0] [batch_t 0.222 (0.225)] [data_t 0.009] [optim_t 0.214] [lr 0.002099] [CE 4.470 (4.464)] [KD 0.000 (0.000)] +2024-10-11 17:04:11,584 - ==> Total time: 1:10:54 Eta: 1 day, 0:08:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:04:22,738 - Train: 4.68% [17550/375300] [14.0/300.0] [batch_t 0.185 (0.270)] [data_t 0.009] [optim_t 0.176] [lr 0.002105] [CE 4.173 (4.399)] [KD 0.000 (0.000)] +2024-10-11 17:04:34,486 - Train: 4.69% [17600/375300] [14.1/300.0] [batch_t 0.184 (0.235)] [data_t 0.009] [optim_t 0.175] [lr 0.002111] [CE 4.619 (4.400)] [KD 0.000 (0.000)] +2024-10-11 17:04:46,223 - Train: 4.70% [17650/375300] [14.1/300.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.002117] [CE 4.448 (4.426)] [KD 0.000 (0.000)] +2024-10-11 17:04:58,012 - Train: 4.72% [17700/375300] [14.1/300.0] [batch_t 0.273 (0.236)] [data_t 0.009] [optim_t 0.264] [lr 0.002123] [CE 4.247 (4.359)] [KD 0.000 (0.000)] +2024-10-11 17:05:09,689 - Train: 4.73% [17750/375300] [14.2/300.0] [batch_t 0.261 (0.233)] [data_t 0.009] [optim_t 0.252] [lr 0.002129] [CE 4.771 (4.385)] [KD 0.000 (0.000)] +2024-10-11 17:05:21,782 - Train: 4.74% [17800/375300] [14.2/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.002135] [CE 4.291 (4.438)] [KD 0.000 (0.000)] +2024-10-11 17:05:33,796 - Train: 4.76% [17850/375300] [14.3/300.0] [batch_t 0.268 (0.240)] [data_t 0.009] [optim_t 0.259] [lr 0.002141] [CE 4.324 (4.417)] [KD 0.000 (0.000)] +2024-10-11 17:05:45,700 - Train: 4.77% [17900/375300] [14.3/300.0] [batch_t 0.260 (0.238)] [data_t 0.009] [optim_t 0.251] [lr 0.002147] [CE 4.761 (4.374)] [KD 0.000 (0.000)] +2024-10-11 17:05:57,806 - Train: 4.78% [17950/375300] [14.3/300.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.002153] [CE 4.346 (4.429)] [KD 0.000 (0.000)] +2024-10-11 17:06:08,936 - Train: 4.80% [18000/375300] [14.4/300.0] [batch_t 0.227 (0.222)] [data_t 0.009] [optim_t 0.219] [lr 0.002159] [CE 4.633 (4.437)] [KD 0.000 (0.000)] +2024-10-11 17:06:20,272 - Train: 4.81% [18050/375300] [14.4/300.0] [batch_t 0.219 (0.227)] [data_t 0.009] [optim_t 0.210] [lr 0.002165] [CE 4.775 (4.433)] [KD 0.000 (0.000)] +2024-10-11 17:06:31,503 - Train: 4.82% [18100/375300] [14.5/300.0] [batch_t 0.238 (0.225)] [data_t 0.009] [optim_t 0.229] [lr 0.002171] [CE 4.586 (4.450)] [KD 0.000 (0.000)] +2024-10-11 17:06:43,077 - Train: 4.84% [18150/375300] [14.5/300.0] [batch_t 0.231 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.002177] [CE 4.668 (4.462)] [KD 0.000 (0.000)] +2024-10-11 17:06:54,616 - Train: 4.85% [18200/375300] [14.5/300.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.002183] [CE 3.734 (4.418)] [KD 0.000 (0.000)] +2024-10-11 17:07:06,245 - Train: 4.86% [18250/375300] [14.6/300.0] [batch_t 0.215 (0.232)] [data_t 0.009] [optim_t 0.206] [lr 0.002189] [CE 4.428 (4.394)] [KD 0.000 (0.000)] +2024-10-11 17:07:18,022 - Train: 4.88% [18300/375300] [14.6/300.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.002195] [CE 4.482 (4.462)] [KD 0.000 (0.000)] +2024-10-11 17:07:29,826 - Train: 4.89% [18350/375300] [14.7/300.0] [batch_t 0.199 (0.236)] [data_t 0.009] [optim_t 0.190] [lr 0.002201] [CE 4.400 (4.422)] [KD 0.000 (0.000)] +2024-10-11 17:07:41,179 - Train: 4.90% [18400/375300] [14.7/300.0] [batch_t 0.193 (0.227)] [data_t 0.009] [optim_t 0.184] [lr 0.002207] [CE 4.545 (4.453)] [KD 0.000 (0.000)] +2024-10-11 17:07:52,864 - Train: 4.92% [18450/375300] [14.7/300.0] [batch_t 0.246 (0.234)] [data_t 0.009] [optim_t 0.237] [lr 0.002213] [CE 4.267 (4.414)] [KD 0.000 (0.000)] +2024-10-11 17:08:04,619 - Train: 4.93% [18500/375300] [14.8/300.0] [batch_t 0.217 (0.235)] [data_t 0.009] [optim_t 0.208] [lr 0.002219] [CE 4.579 (4.455)] [KD 0.000 (0.000)] +2024-10-11 17:08:16,719 - Train: 4.94% [18550/375300] [14.8/300.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.002225] [CE 4.636 (4.427)] [KD 0.000 (0.000)] +2024-10-11 17:08:28,534 - Train: 4.96% [18600/375300] [14.9/300.0] [batch_t 0.273 (0.236)] [data_t 0.009] [optim_t 0.264] [lr 0.002231] [CE 4.653 (4.376)] [KD 0.000 (0.000)] +2024-10-11 17:08:40,276 - Train: 4.97% [18650/375300] [14.9/300.0] [batch_t 0.259 (0.235)] [data_t 0.009] [optim_t 0.249] [lr 0.002237] [CE 4.433 (4.428)] [KD 0.000 (0.000)] +2024-10-11 17:08:52,382 - Train: 4.98% [18700/375300] [14.9/300.0] [batch_t 0.225 (0.242)] [data_t 0.009] [optim_t 0.216] [lr 0.002243] [CE 4.402 (4.431)] [KD 0.000 (0.000)] +2024-10-11 17:09:04,110 - Train: 5.00% [18750/375300] [15.0/300.0] [batch_t 0.254 (0.234)] [data_t 0.020] [optim_t 0.234] [lr 0.002249] [CE 4.203 (4.426)] [KD 0.000 (0.000)] +2024-10-11 17:09:19,078 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 29629] [top5_cnt 41430] [top_all 50000] +2024-10-11 17:09:19,079 - net: 59.258 (82.860) +2024-10-11 17:09:31,316 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 18786] [top5_cnt 31874] [top_all 50000] +2024-10-11 17:09:31,317 - net_E: 37.572 (63.748) +2024-10-11 17:09:31,462 - Max [top1: 59.258 (epoch: 15)] [top1-ema: 37.572 (epoch: 15)] +2024-10-11 17:09:31,462 - ==> Total time: 1:16:14 Eta: 1 day, 0:08:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:09:46,688 - Train: 5.01% [18800/375300] [15.0/300.0] [batch_t 0.183 (0.242)] [data_t 0.009] [optim_t 0.174] [lr 0.002255] [CE 4.390 (4.415)] [KD 0.000 (0.000)] +2024-10-11 17:09:58,387 - Train: 5.02% [18850/375300] [15.1/300.0] [batch_t 0.249 (0.234)] [data_t 0.009] [optim_t 0.241] [lr 0.002261] [CE 4.067 (4.381)] [KD 0.000 (0.000)] +2024-10-11 17:10:10,380 - Train: 5.04% [18900/375300] [15.1/300.0] [batch_t 0.221 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.002267] [CE 4.863 (4.376)] [KD 0.000 (0.000)] +2024-10-11 17:10:22,455 - Train: 5.05% [18950/375300] [15.1/300.0] [batch_t 0.270 (0.241)] [data_t 0.009] [optim_t 0.261] [lr 0.002273] [CE 4.190 (4.337)] [KD 0.000 (0.000)] +2024-10-11 17:10:34,411 - Train: 5.06% [19000/375300] [15.2/300.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.002279] [CE 3.848 (4.377)] [KD 0.000 (0.000)] +2024-10-11 17:10:46,128 - Train: 5.08% [19050/375300] [15.2/300.0] [batch_t 0.256 (0.234)] [data_t 0.009] [optim_t 0.247] [lr 0.002285] [CE 4.692 (4.396)] [KD 0.000 (0.000)] +2024-10-11 17:10:58,190 - Train: 5.09% [19100/375300] [15.3/300.0] [batch_t 0.184 (0.241)] [data_t 0.009] [optim_t 0.175] [lr 0.002291] [CE 4.563 (4.396)] [KD 0.000 (0.000)] +2024-10-11 17:11:09,961 - Train: 5.10% [19150/375300] [15.3/300.0] [batch_t 0.256 (0.235)] [data_t 0.009] [optim_t 0.247] [lr 0.002297] [CE 4.205 (4.436)] [KD 0.000 (0.000)] +2024-10-11 17:11:21,684 - Train: 5.12% [19200/375300] [15.3/300.0] [batch_t 0.217 (0.234)] [data_t 0.009] [optim_t 0.208] [lr 0.002303] [CE 3.949 (4.375)] [KD 0.000 (0.000)] +2024-10-11 17:11:33,211 - Train: 5.13% [19250/375300] [15.4/300.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.215] [lr 0.002309] [CE 4.539 (4.445)] [KD 0.000 (0.000)] +2024-10-11 17:11:44,915 - Train: 5.14% [19300/375300] [15.4/300.0] [batch_t 0.194 (0.234)] [data_t 0.009] [optim_t 0.185] [lr 0.002315] [CE 4.512 (4.341)] [KD 0.000 (0.000)] +2024-10-11 17:11:56,749 - Train: 5.16% [19350/375300] [15.5/300.0] [batch_t 0.281 (0.237)] [data_t 0.009] [optim_t 0.272] [lr 0.002321] [CE 4.674 (4.389)] [KD 0.000 (0.000)] +2024-10-11 17:12:08,619 - Train: 5.17% [19400/375300] [15.5/300.0] [batch_t 0.262 (0.237)] [data_t 0.009] [optim_t 0.253] [lr 0.002327] [CE 4.297 (4.398)] [KD 0.000 (0.000)] +2024-10-11 17:12:20,263 - Train: 5.18% [19450/375300] [15.5/300.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.002333] [CE 4.344 (4.437)] [KD 0.000 (0.000)] +2024-10-11 17:12:31,904 - Train: 5.20% [19500/375300] [15.6/300.0] [batch_t 0.216 (0.233)] [data_t 0.009] [optim_t 0.207] [lr 0.002339] [CE 4.593 (4.427)] [KD 0.000 (0.000)] +2024-10-11 17:12:43,673 - Train: 5.21% [19550/375300] [15.6/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.178] [lr 0.002345] [CE 4.346 (4.379)] [KD 0.000 (0.000)] +2024-10-11 17:12:55,359 - Train: 5.22% [19600/375300] [15.7/300.0] [batch_t 0.261 (0.234)] [data_t 0.009] [optim_t 0.252] [lr 0.002351] [CE 4.293 (4.419)] [KD 0.000 (0.000)] +2024-10-11 17:13:06,991 - Train: 5.24% [19650/375300] [15.7/300.0] [batch_t 0.246 (0.233)] [data_t 0.009] [optim_t 0.237] [lr 0.002357] [CE 4.105 (4.389)] [KD 0.000 (0.000)] +2024-10-11 17:13:18,847 - Train: 5.25% [19700/375300] [15.7/300.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.002363] [CE 4.411 (4.422)] [KD 0.000 (0.000)] +2024-10-11 17:13:30,554 - Train: 5.26% [19750/375300] [15.8/300.0] [batch_t 0.195 (0.234)] [data_t 0.009] [optim_t 0.186] [lr 0.002369] [CE 3.987 (4.393)] [KD 0.000 (0.000)] +2024-10-11 17:13:42,351 - Train: 5.28% [19800/375300] [15.8/300.0] [batch_t 0.259 (0.236)] [data_t 0.009] [optim_t 0.250] [lr 0.002375] [CE 4.680 (4.403)] [KD 0.000 (0.000)] +2024-10-11 17:13:54,204 - Train: 5.29% [19850/375300] [15.9/300.0] [batch_t 0.258 (0.237)] [data_t 0.009] [optim_t 0.249] [lr 0.002381] [CE 4.015 (4.383)] [KD 0.000 (0.000)] +2024-10-11 17:14:05,985 - Train: 5.30% [19900/375300] [15.9/300.0] [batch_t 0.206 (0.236)] [data_t 0.009] [optim_t 0.197] [lr 0.002387] [CE 4.732 (4.417)] [KD 0.000 (0.000)] +2024-10-11 17:14:17,738 - Train: 5.32% [19950/375300] [15.9/300.0] [batch_t 0.249 (0.235)] [data_t 0.009] [optim_t 0.240] [lr 0.002393] [CE 4.456 (4.436)] [KD 0.000 (0.000)] +2024-10-11 17:14:29,478 - Train: 5.33% [20000/375300] [16.0/300.0] [batch_t 0.267 (0.235)] [data_t 0.009] [optim_t 0.258] [lr 0.002399] [CE 4.043 (4.352)] [KD 0.000 (0.000)] +2024-10-11 17:14:32,710 - ==> Total time: 1:21:15 Eta: 1 day, 0:02:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:14:43,928 - Train: 5.34% [20050/375300] [16.0/300.0] [batch_t 0.351 (0.291)] [data_t 0.009] [optim_t 0.342] [lr 0.002405] [CE 4.342 (4.387)] [KD 0.000 (0.000)] +2024-10-11 17:14:56,179 - Train: 5.36% [20100/375300] [16.1/300.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.248] [lr 0.002411] [CE 4.038 (4.377)] [KD 0.000 (0.000)] +2024-10-11 17:15:08,414 - Train: 5.37% [20150/375300] [16.1/300.0] [batch_t 0.238 (0.245)] [data_t 0.009] [optim_t 0.229] [lr 0.002417] [CE 4.256 (4.380)] [KD 0.000 (0.000)] +2024-10-11 17:15:20,388 - Train: 5.38% [20200/375300] [16.1/300.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002423] [CE 4.193 (4.333)] [KD 0.000 (0.000)] +2024-10-11 17:15:32,421 - Train: 5.40% [20250/375300] [16.2/300.0] [batch_t 0.268 (0.241)] [data_t 0.009] [optim_t 0.259] [lr 0.002429] [CE 4.440 (4.431)] [KD 0.000 (0.000)] +2024-10-11 17:15:44,522 - Train: 5.41% [20300/375300] [16.2/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.002434] [CE 4.227 (4.371)] [KD 0.000 (0.000)] +2024-10-11 17:15:56,403 - Train: 5.42% [20350/375300] [16.3/300.0] [batch_t 0.196 (0.238)] [data_t 0.009] [optim_t 0.187] [lr 0.002440] [CE 4.151 (4.369)] [KD 0.000 (0.000)] +2024-10-11 17:16:08,370 - Train: 5.44% [20400/375300] [16.3/300.0] [batch_t 0.258 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.002446] [CE 4.615 (4.373)] [KD 0.000 (0.000)] +2024-10-11 17:16:20,174 - Train: 5.45% [20450/375300] [16.3/300.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002452] [CE 4.218 (4.343)] [KD 0.000 (0.000)] +2024-10-11 17:16:32,083 - Train: 5.46% [20500/375300] [16.4/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.002458] [CE 4.319 (4.322)] [KD 0.000 (0.000)] +2024-10-11 17:16:44,053 - Train: 5.48% [20550/375300] [16.4/300.0] [batch_t 0.283 (0.239)] [data_t 0.009] [optim_t 0.274] [lr 0.002464] [CE 4.381 (4.444)] [KD 0.000 (0.000)] +2024-10-11 17:16:55,866 - Train: 5.49% [20600/375300] [16.5/300.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.002470] [CE 4.073 (4.358)] [KD 0.000 (0.000)] +2024-10-11 17:17:07,688 - Train: 5.50% [20650/375300] [16.5/300.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.002476] [CE 4.199 (4.394)] [KD 0.000 (0.000)] +2024-10-11 17:17:19,500 - Train: 5.52% [20700/375300] [16.5/300.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002482] [CE 4.253 (4.432)] [KD 0.000 (0.000)] +2024-10-11 17:17:31,411 - Train: 5.53% [20750/375300] [16.6/300.0] [batch_t 0.262 (0.238)] [data_t 0.009] [optim_t 0.253] [lr 0.002488] [CE 4.597 (4.390)] [KD 0.000 (0.000)] +2024-10-11 17:17:42,829 - Train: 5.54% [20800/375300] [16.6/300.0] [batch_t 0.253 (0.228)] [data_t 0.009] [optim_t 0.244] [lr 0.002494] [CE 4.075 (4.357)] [KD 0.000 (0.000)] +2024-10-11 17:17:54,748 - Train: 5.56% [20850/375300] [16.7/300.0] [batch_t 0.199 (0.238)] [data_t 0.009] [optim_t 0.190] [lr 0.002500] [CE 3.954 (4.325)] [KD 0.000 (0.000)] +2024-10-11 17:18:06,144 - Train: 5.57% [20900/375300] [16.7/300.0] [batch_t 0.207 (0.228)] [data_t 0.009] [optim_t 0.198] [lr 0.002506] [CE 4.548 (4.351)] [KD 0.000 (0.000)] +2024-10-11 17:18:18,142 - Train: 5.58% [20950/375300] [16.7/300.0] [batch_t 0.228 (0.240)] [data_t 0.051] [optim_t 0.177] [lr 0.002512] [CE 4.407 (4.404)] [KD 0.000 (0.000)] +2024-10-11 17:18:30,316 - Train: 5.60% [21000/375300] [16.8/300.0] [batch_t 0.265 (0.243)] [data_t 0.086] [optim_t 0.179] [lr 0.002518] [CE 3.869 (4.437)] [KD 0.000 (0.000)] +2024-10-11 17:18:42,260 - Train: 5.61% [21050/375300] [16.8/300.0] [batch_t 0.240 (0.239)] [data_t 0.061] [optim_t 0.179] [lr 0.002524] [CE 4.246 (4.406)] [KD 0.000 (0.000)] +2024-10-11 17:18:54,206 - Train: 5.62% [21100/375300] [16.9/300.0] [batch_t 0.271 (0.239)] [data_t 0.096] [optim_t 0.175] [lr 0.002530] [CE 4.067 (4.364)] [KD 0.000 (0.000)] +2024-10-11 17:19:06,253 - Train: 5.64% [21150/375300] [16.9/300.0] [batch_t 0.243 (0.241)] [data_t 0.067] [optim_t 0.176] [lr 0.002536] [CE 4.429 (4.371)] [KD 0.000 (0.000)] +2024-10-11 17:19:18,029 - Train: 5.65% [21200/375300] [16.9/300.0] [batch_t 0.217 (0.235)] [data_t 0.044] [optim_t 0.173] [lr 0.002542] [CE 4.283 (4.334)] [KD 0.000 (0.000)] +2024-10-11 17:19:29,952 - Train: 5.66% [21250/375300] [17.0/300.0] [batch_t 0.230 (0.238)] [data_t 0.055] [optim_t 0.175] [lr 0.002548] [CE 4.259 (4.381)] [KD 0.000 (0.000)] +2024-10-11 17:19:33,521 - ==> Total time: 1:26:16 Eta: 23:56:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:19:44,036 - Train: 5.68% [21300/375300] [17.0/300.0] [batch_t 0.188 (0.271)] [data_t 0.009] [optim_t 0.179] [lr 0.002554] [CE 4.106 (4.337)] [KD 0.000 (0.000)] +2024-10-11 17:19:55,970 - Train: 5.69% [21350/375300] [17.1/300.0] [batch_t 0.268 (0.239)] [data_t 0.009] [optim_t 0.259] [lr 0.002560] [CE 4.257 (4.361)] [KD 0.000 (0.000)] +2024-10-11 17:20:07,455 - Train: 5.70% [21400/375300] [17.1/300.0] [batch_t 0.217 (0.230)] [data_t 0.009] [optim_t 0.208] [lr 0.002566] [CE 4.673 (4.361)] [KD 0.000 (0.000)] +2024-10-11 17:20:18,565 - Train: 5.72% [21450/375300] [17.1/300.0] [batch_t 0.220 (0.222)] [data_t 0.009] [optim_t 0.211] [lr 0.002572] [CE 4.562 (4.366)] [KD 0.000 (0.000)] +2024-10-11 17:20:29,860 - Train: 5.73% [21500/375300] [17.2/300.0] [batch_t 0.259 (0.226)] [data_t 0.009] [optim_t 0.250] [lr 0.002578] [CE 4.269 (4.311)] [KD 0.000 (0.000)] +2024-10-11 17:20:41,448 - Train: 5.74% [21550/375300] [17.2/300.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.221] [lr 0.002584] [CE 4.324 (4.317)] [KD 0.000 (0.000)] +2024-10-11 17:20:53,336 - Train: 5.76% [21600/375300] [17.3/300.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002590] [CE 4.506 (4.348)] [KD 0.000 (0.000)] +2024-10-11 17:21:04,929 - Train: 5.77% [21650/375300] [17.3/300.0] [batch_t 0.248 (0.232)] [data_t 0.009] [optim_t 0.239] [lr 0.002596] [CE 4.424 (4.344)] [KD 0.000 (0.000)] +2024-10-11 17:21:16,630 - Train: 5.78% [21700/375300] [17.3/300.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002602] [CE 4.442 (4.349)] [KD 0.000 (0.000)] +2024-10-11 17:21:28,208 - Train: 5.80% [21750/375300] [17.4/300.0] [batch_t 0.240 (0.231)] [data_t 0.009] [optim_t 0.231] [lr 0.002608] [CE 4.315 (4.348)] [KD 0.000 (0.000)] +2024-10-11 17:21:39,928 - Train: 5.81% [21800/375300] [17.4/300.0] [batch_t 0.249 (0.234)] [data_t 0.009] [optim_t 0.240] [lr 0.002614] [CE 4.228 (4.365)] [KD 0.000 (0.000)] +2024-10-11 17:21:52,085 - Train: 5.82% [21850/375300] [17.5/300.0] [batch_t 0.274 (0.243)] [data_t 0.009] [optim_t 0.265] [lr 0.002620] [CE 4.160 (4.351)] [KD 0.000 (0.000)] +2024-10-11 17:22:03,983 - Train: 5.84% [21900/375300] [17.5/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.002626] [CE 4.609 (4.389)] [KD 0.000 (0.000)] +2024-10-11 17:22:15,857 - Train: 5.85% [21950/375300] [17.5/300.0] [batch_t 0.196 (0.237)] [data_t 0.009] [optim_t 0.187] [lr 0.002632] [CE 4.475 (4.388)] [KD 0.000 (0.000)] +2024-10-11 17:22:27,720 - Train: 5.86% [22000/375300] [17.6/300.0] [batch_t 0.258 (0.237)] [data_t 0.009] [optim_t 0.249] [lr 0.002638] [CE 4.221 (4.334)] [KD 0.000 (0.000)] +2024-10-11 17:22:40,030 - Train: 5.88% [22050/375300] [17.6/300.0] [batch_t 0.189 (0.246)] [data_t 0.009] [optim_t 0.180] [lr 0.002644] [CE 4.341 (4.347)] [KD 0.000 (0.000)] +2024-10-11 17:22:51,911 - Train: 5.89% [22100/375300] [17.7/300.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.002650] [CE 4.440 (4.333)] [KD 0.000 (0.000)] +2024-10-11 17:23:03,899 - Train: 5.90% [22150/375300] [17.7/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.002656] [CE 4.057 (4.359)] [KD 0.000 (0.000)] +2024-10-11 17:23:15,707 - Train: 5.92% [22200/375300] [17.7/300.0] [batch_t 0.184 (0.236)] [data_t 0.009] [optim_t 0.175] [lr 0.002662] [CE 4.367 (4.364)] [KD 0.000 (0.000)] +2024-10-11 17:23:27,177 - Train: 5.93% [22250/375300] [17.8/300.0] [batch_t 0.274 (0.229)] [data_t 0.009] [optim_t 0.265] [lr 0.002668] [CE 4.425 (4.370)] [KD 0.000 (0.000)] +2024-10-11 17:23:38,490 - Train: 5.94% [22300/375300] [17.8/300.0] [batch_t 0.289 (0.226)] [data_t 0.009] [optim_t 0.280] [lr 0.002674] [CE 4.285 (4.372)] [KD 0.000 (0.000)] +2024-10-11 17:23:49,950 - Train: 5.96% [22350/375300] [17.9/300.0] [batch_t 0.316 (0.229)] [data_t 0.009] [optim_t 0.307] [lr 0.002680] [CE 4.281 (4.390)] [KD 0.000 (0.000)] +2024-10-11 17:24:01,527 - Train: 5.97% [22400/375300] [17.9/300.0] [batch_t 0.206 (0.231)] [data_t 0.009] [optim_t 0.198] [lr 0.002686] [CE 4.602 (4.348)] [KD 0.000 (0.000)] +2024-10-11 17:24:13,161 - Train: 5.98% [22450/375300] [17.9/300.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.002692] [CE 4.477 (4.359)] [KD 0.000 (0.000)] +2024-10-11 17:24:24,943 - Train: 6.00% [22500/375300] [18.0/300.0] [batch_t 0.208 (0.236)] [data_t 0.009] [optim_t 0.198] [lr 0.002698] [CE 4.305 (4.345)] [KD 0.000 (0.000)] +2024-10-11 17:24:28,533 - ==> Total time: 1:31:11 Eta: 23:48:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:24:38,294 - Train: 6.01% [22550/375300] [18.0/300.0] [batch_t 0.194 (0.258)] [data_t 0.009] [optim_t 0.185] [lr 0.002704] [CE 4.383 (4.309)] [KD 0.000 (0.000)] +2024-10-11 17:24:50,015 - Train: 6.02% [22600/375300] [18.1/300.0] [batch_t 0.235 (0.234)] [data_t 0.056] [optim_t 0.179] [lr 0.002710] [CE 4.311 (4.316)] [KD 0.000 (0.000)] +2024-10-11 17:25:01,789 - Train: 6.04% [22650/375300] [18.1/300.0] [batch_t 0.190 (0.235)] [data_t 0.009] [optim_t 0.182] [lr 0.002716] [CE 4.002 (4.333)] [KD 0.000 (0.000)] +2024-10-11 17:25:13,172 - Train: 6.05% [22700/375300] [18.1/300.0] [batch_t 0.248 (0.228)] [data_t 0.009] [optim_t 0.239] [lr 0.002722] [CE 4.440 (4.332)] [KD 0.000 (0.000)] +2024-10-11 17:25:24,723 - Train: 6.06% [22750/375300] [18.2/300.0] [batch_t 0.182 (0.231)] [data_t 0.009] [optim_t 0.173] [lr 0.002728] [CE 4.608 (4.359)] [KD 0.000 (0.000)] +2024-10-11 17:25:36,163 - Train: 6.08% [22800/375300] [18.2/300.0] [batch_t 0.234 (0.229)] [data_t 0.060] [optim_t 0.174] [lr 0.002734] [CE 4.333 (4.370)] [KD 0.000 (0.000)] +2024-10-11 17:25:47,600 - Train: 6.09% [22850/375300] [18.3/300.0] [batch_t 0.230 (0.229)] [data_t 0.033] [optim_t 0.197] [lr 0.002740] [CE 4.090 (4.278)] [KD 0.000 (0.000)] +2024-10-11 17:25:58,939 - Train: 6.10% [22900/375300] [18.3/300.0] [batch_t 0.184 (0.227)] [data_t 0.009] [optim_t 0.175] [lr 0.002746] [CE 4.048 (4.336)] [KD 0.000 (0.000)] +2024-10-11 17:26:10,091 - Train: 6.12% [22950/375300] [18.3/300.0] [batch_t 0.184 (0.223)] [data_t 0.009] [optim_t 0.175] [lr 0.002752] [CE 4.316 (4.307)] [KD 0.000 (0.000)] +2024-10-11 17:26:21,689 - Train: 6.13% [23000/375300] [18.4/300.0] [batch_t 0.258 (0.232)] [data_t 0.009] [optim_t 0.249] [lr 0.002758] [CE 4.466 (4.314)] [KD 0.000 (0.000)] +2024-10-11 17:26:33,692 - Train: 6.14% [23050/375300] [18.4/300.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.002764] [CE 4.636 (4.358)] [KD 0.000 (0.000)] +2024-10-11 17:26:45,526 - Train: 6.16% [23100/375300] [18.5/300.0] [batch_t 0.275 (0.237)] [data_t 0.009] [optim_t 0.266] [lr 0.002770] [CE 4.578 (4.362)] [KD 0.000 (0.000)] +2024-10-11 17:26:57,723 - Train: 6.17% [23150/375300] [18.5/300.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.002776] [CE 4.284 (4.323)] [KD 0.000 (0.000)] +2024-10-11 17:27:09,451 - Train: 6.18% [23200/375300] [18.5/300.0] [batch_t 0.261 (0.234)] [data_t 0.009] [optim_t 0.252] [lr 0.002782] [CE 4.282 (4.358)] [KD 0.000 (0.000)] +2024-10-11 17:27:21,304 - Train: 6.20% [23250/375300] [18.6/300.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.002788] [CE 4.420 (4.332)] [KD 0.000 (0.000)] +2024-10-11 17:27:33,350 - Train: 6.21% [23300/375300] [18.6/300.0] [batch_t 0.186 (0.241)] [data_t 0.009] [optim_t 0.177] [lr 0.002794] [CE 4.234 (4.368)] [KD 0.000 (0.000)] +2024-10-11 17:27:45,228 - Train: 6.22% [23350/375300] [18.7/300.0] [batch_t 0.189 (0.237)] [data_t 0.009] [optim_t 0.180] [lr 0.002800] [CE 4.218 (4.330)] [KD 0.000 (0.000)] +2024-10-11 17:27:56,725 - Train: 6.24% [23400/375300] [18.7/300.0] [batch_t 0.186 (0.230)] [data_t 0.009] [optim_t 0.177] [lr 0.002806] [CE 4.129 (4.347)] [KD 0.000 (0.000)] +2024-10-11 17:28:08,096 - Train: 6.25% [23450/375300] [18.7/300.0] [batch_t 0.220 (0.227)] [data_t 0.009] [optim_t 0.212] [lr 0.002812] [CE 4.614 (4.318)] [KD 0.000 (0.000)] +2024-10-11 17:28:19,595 - Train: 6.26% [23500/375300] [18.8/300.0] [batch_t 0.239 (0.230)] [data_t 0.009] [optim_t 0.230] [lr 0.002818] [CE 4.618 (4.310)] [KD 0.000 (0.000)] +2024-10-11 17:28:31,306 - Train: 6.27% [23550/375300] [18.8/300.0] [batch_t 0.188 (0.234)] [data_t 0.009] [optim_t 0.179] [lr 0.002824] [CE 4.202 (4.352)] [KD 0.000 (0.000)] +2024-10-11 17:28:42,805 - Train: 6.29% [23600/375300] [18.9/300.0] [batch_t 0.247 (0.230)] [data_t 0.009] [optim_t 0.238] [lr 0.002830] [CE 4.446 (4.314)] [KD 0.000 (0.000)] +2024-10-11 17:28:54,780 - Train: 6.30% [23650/375300] [18.9/300.0] [batch_t 0.185 (0.239)] [data_t 0.009] [optim_t 0.176] [lr 0.002836] [CE 4.666 (4.320)] [KD 0.000 (0.000)] +2024-10-11 17:29:06,142 - Train: 6.31% [23700/375300] [18.9/300.0] [batch_t 0.217 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.002842] [CE 4.851 (4.284)] [KD 0.000 (0.000)] +2024-10-11 17:29:17,735 - Train: 6.33% [23750/375300] [19.0/300.0] [batch_t 0.220 (0.232)] [data_t 0.009] [optim_t 0.211] [lr 0.002848] [CE 4.262 (4.255)] [KD 0.000 (0.000)] +2024-10-11 17:29:21,518 - ==> Total time: 1:36:04 Eta: 23:40:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:29:31,423 - Train: 6.34% [23800/375300] [19.0/300.0] [batch_t 0.184 (0.274)] [data_t 0.009] [optim_t 0.175] [lr 0.002854] [CE 4.700 (4.336)] [KD 0.000 (0.000)] +2024-10-11 17:29:42,961 - Train: 6.35% [23850/375300] [19.1/300.0] [batch_t 0.189 (0.231)] [data_t 0.009] [optim_t 0.181] [lr 0.002860] [CE 4.167 (4.313)] [KD 0.000 (0.000)] +2024-10-11 17:29:54,270 - Train: 6.37% [23900/375300] [19.1/300.0] [batch_t 0.241 (0.226)] [data_t 0.009] [optim_t 0.232] [lr 0.002866] [CE 4.592 (4.317)] [KD 0.000 (0.000)] +2024-10-11 17:30:05,846 - Train: 6.38% [23950/375300] [19.1/300.0] [batch_t 0.239 (0.231)] [data_t 0.009] [optim_t 0.230] [lr 0.002872] [CE 4.333 (4.340)] [KD 0.000 (0.000)] +2024-10-11 17:30:17,719 - Train: 6.39% [24000/375300] [19.2/300.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.002878] [CE 4.502 (4.282)] [KD 0.000 (0.000)] +2024-10-11 17:30:29,657 - Train: 6.41% [24050/375300] [19.2/300.0] [batch_t 0.204 (0.239)] [data_t 0.009] [optim_t 0.195] [lr 0.002884] [CE 4.469 (4.351)] [KD 0.000 (0.000)] +2024-10-11 17:30:41,907 - Train: 6.42% [24100/375300] [19.3/300.0] [batch_t 0.230 (0.245)] [data_t 0.009] [optim_t 0.221] [lr 0.002890] [CE 4.714 (4.340)] [KD 0.000 (0.000)] +2024-10-11 17:30:54,073 - Train: 6.43% [24150/375300] [19.3/300.0] [batch_t 0.259 (0.243)] [data_t 0.009] [optim_t 0.250] [lr 0.002896] [CE 4.621 (4.364)] [KD 0.000 (0.000)] +2024-10-11 17:31:05,910 - Train: 6.45% [24200/375300] [19.3/300.0] [batch_t 0.247 (0.237)] [data_t 0.009] [optim_t 0.238] [lr 0.002902] [CE 4.497 (4.340)] [KD 0.000 (0.000)] +2024-10-11 17:31:17,696 - Train: 6.46% [24250/375300] [19.4/300.0] [batch_t 0.278 (0.236)] [data_t 0.009] [optim_t 0.269] [lr 0.002908] [CE 4.291 (4.373)] [KD 0.000 (0.000)] +2024-10-11 17:31:29,805 - Train: 6.47% [24300/375300] [19.4/300.0] [batch_t 0.270 (0.242)] [data_t 0.009] [optim_t 0.261] [lr 0.002914] [CE 4.212 (4.336)] [KD 0.000 (0.000)] +2024-10-11 17:31:41,670 - Train: 6.49% [24350/375300] [19.5/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.178] [lr 0.002920] [CE 4.522 (4.341)] [KD 0.000 (0.000)] +2024-10-11 17:31:53,768 - Train: 6.50% [24400/375300] [19.5/300.0] [batch_t 0.190 (0.242)] [data_t 0.009] [optim_t 0.180] [lr 0.002926] [CE 4.123 (4.318)] [KD 0.000 (0.000)] +2024-10-11 17:32:05,640 - Train: 6.51% [24450/375300] [19.5/300.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.214] [lr 0.002932] [CE 4.198 (4.317)] [KD 0.000 (0.000)] +2024-10-11 17:32:17,679 - Train: 6.53% [24500/375300] [19.6/300.0] [batch_t 0.271 (0.241)] [data_t 0.009] [optim_t 0.262] [lr 0.002938] [CE 4.149 (4.352)] [KD 0.000 (0.000)] +2024-10-11 17:32:29,651 - Train: 6.54% [24550/375300] [19.6/300.0] [batch_t 0.279 (0.239)] [data_t 0.009] [optim_t 0.270] [lr 0.002944] [CE 4.627 (4.357)] [KD 0.000 (0.000)] +2024-10-11 17:32:41,628 - Train: 6.55% [24600/375300] [19.7/300.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002950] [CE 4.543 (4.338)] [KD 0.000 (0.000)] +2024-10-11 17:32:53,632 - Train: 6.57% [24650/375300] [19.7/300.0] [batch_t 0.218 (0.240)] [data_t 0.009] [optim_t 0.209] [lr 0.002956] [CE 4.511 (4.337)] [KD 0.000 (0.000)] +2024-10-11 17:33:05,477 - Train: 6.58% [24700/375300] [19.7/300.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.002962] [CE 4.343 (4.327)] [KD 0.000 (0.000)] +2024-10-11 17:33:17,408 - Train: 6.59% [24750/375300] [19.8/300.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.002968] [CE 4.119 (4.347)] [KD 0.000 (0.000)] +2024-10-11 17:33:29,503 - Train: 6.61% [24800/375300] [19.8/300.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.227] [lr 0.002974] [CE 3.854 (4.340)] [KD 0.000 (0.000)] +2024-10-11 17:33:41,317 - Train: 6.62% [24850/375300] [19.9/300.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.002980] [CE 4.195 (4.368)] [KD 0.000 (0.000)] +2024-10-11 17:33:53,266 - Train: 6.63% [24900/375300] [19.9/300.0] [batch_t 0.216 (0.239)] [data_t 0.009] [optim_t 0.206] [lr 0.002986] [CE 4.073 (4.288)] [KD 0.000 (0.000)] +2024-10-11 17:34:05,362 - Train: 6.65% [24950/375300] [19.9/300.0] [batch_t 0.265 (0.242)] [data_t 0.009] [optim_t 0.256] [lr 0.002991] [CE 4.518 (4.351)] [KD 0.000 (0.000)] +2024-10-11 17:34:17,528 - Train: 6.66% [25000/375300] [20.0/300.0] [batch_t 0.230 (0.243)] [data_t 0.009] [optim_t 0.221] [lr 0.002997] [CE 4.414 (4.386)] [KD 0.000 (0.000)] +2024-10-11 17:34:33,581 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 30377] [top5_cnt 42138] [top_all 50000] +2024-10-11 17:34:33,582 - net: 60.754 (84.276) +2024-10-11 17:34:45,755 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 29147] [top5_cnt 41004] [top_all 50000] +2024-10-11 17:34:45,756 - net_E: 58.294 (82.008) +2024-10-11 17:34:45,901 - Max [top1: 60.754 (epoch: 20)] [top1-ema: 58.294 (epoch: 20)] +2024-10-11 17:34:45,901 - ==> Total time: 1:41:28 Eta: 23:40:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:34:58,518 - Train: 6.67% [25050/375300] [20.0/300.0] [batch_t 0.186 (0.246)] [data_t 0.009] [optim_t 0.177] [lr 0.002967] [CE 4.265 (4.386)] [KD 0.000 (0.000)] +2024-10-11 17:35:09,932 - Train: 6.69% [25100/375300] [20.1/300.0] [batch_t 0.212 (0.228)] [data_t 0.009] [optim_t 0.203] [lr 0.002967] [CE 4.364 (4.310)] [KD 0.000 (0.000)] +2024-10-11 17:35:21,674 - Train: 6.70% [25150/375300] [20.1/300.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.002967] [CE 4.231 (4.246)] [KD 0.000 (0.000)] +2024-10-11 17:35:33,575 - Train: 6.71% [25200/375300] [20.1/300.0] [batch_t 0.283 (0.238)] [data_t 0.009] [optim_t 0.274] [lr 0.002967] [CE 4.072 (4.353)] [KD 0.000 (0.000)] +2024-10-11 17:35:45,387 - Train: 6.73% [25250/375300] [20.2/300.0] [batch_t 0.190 (0.236)] [data_t 0.009] [optim_t 0.181] [lr 0.002967] [CE 4.190 (4.328)] [KD 0.000 (0.000)] +2024-10-11 17:35:57,310 - Train: 6.74% [25300/375300] [20.2/300.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.002967] [CE 4.832 (4.367)] [KD 0.000 (0.000)] +2024-10-11 17:36:09,334 - Train: 6.75% [25350/375300] [20.3/300.0] [batch_t 0.313 (0.240)] [data_t 0.009] [optim_t 0.304] [lr 0.002967] [CE 4.341 (4.350)] [KD 0.000 (0.000)] +2024-10-11 17:36:20,470 - Train: 6.77% [25400/375300] [20.3/300.0] [batch_t 0.239 (0.223)] [data_t 0.009] [optim_t 0.230] [lr 0.002967] [CE 4.764 (4.321)] [KD 0.000 (0.000)] +2024-10-11 17:36:32,163 - Train: 6.78% [25450/375300] [20.3/300.0] [batch_t 0.331 (0.234)] [data_t 0.009] [optim_t 0.322] [lr 0.002966] [CE 4.072 (4.260)] [KD 0.000 (0.000)] +2024-10-11 17:36:43,628 - Train: 6.79% [25500/375300] [20.4/300.0] [batch_t 0.200 (0.229)] [data_t 0.009] [optim_t 0.191] [lr 0.002966] [CE 4.211 (4.337)] [KD 0.000 (0.000)] +2024-10-11 17:36:55,117 - Train: 6.81% [25550/375300] [20.4/300.0] [batch_t 0.309 (0.230)] [data_t 0.009] [optim_t 0.300] [lr 0.002966] [CE 4.327 (4.319)] [KD 0.000 (0.000)] +2024-10-11 17:37:06,737 - Train: 6.82% [25600/375300] [20.5/300.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.002966] [CE 4.510 (4.292)] [KD 0.000 (0.000)] +2024-10-11 17:37:18,264 - Train: 6.83% [25650/375300] [20.5/300.0] [batch_t 0.190 (0.230)] [data_t 0.010] [optim_t 0.180] [lr 0.002966] [CE 4.339 (4.264)] [KD 0.000 (0.000)] +2024-10-11 17:37:29,644 - Train: 6.85% [25700/375300] [20.5/300.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.207] [lr 0.002966] [CE 4.493 (4.325)] [KD 0.000 (0.000)] +2024-10-11 17:37:41,260 - Train: 6.86% [25750/375300] [20.6/300.0] [batch_t 0.266 (0.232)] [data_t 0.009] [optim_t 0.258] [lr 0.002966] [CE 4.295 (4.328)] [KD 0.000 (0.000)] +2024-10-11 17:37:52,701 - Train: 6.87% [25800/375300] [20.6/300.0] [batch_t 0.234 (0.229)] [data_t 0.009] [optim_t 0.225] [lr 0.002966] [CE 4.222 (4.360)] [KD 0.000 (0.000)] +2024-10-11 17:38:04,291 - Train: 6.89% [25850/375300] [20.7/300.0] [batch_t 0.190 (0.232)] [data_t 0.009] [optim_t 0.181] [lr 0.002965] [CE 4.365 (4.368)] [KD 0.000 (0.000)] +2024-10-11 17:38:16,007 - Train: 6.90% [25900/375300] [20.7/300.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.002965] [CE 4.225 (4.307)] [KD 0.000 (0.000)] +2024-10-11 17:38:28,061 - Train: 6.91% [25950/375300] [20.7/300.0] [batch_t 0.262 (0.241)] [data_t 0.009] [optim_t 0.253] [lr 0.002965] [CE 4.522 (4.330)] [KD 0.000 (0.000)] +2024-10-11 17:38:39,926 - Train: 6.93% [26000/375300] [20.8/300.0] [batch_t 0.186 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.002965] [CE 4.098 (4.318)] [KD 0.000 (0.000)] +2024-10-11 17:38:51,528 - Train: 6.94% [26050/375300] [20.8/300.0] [batch_t 0.313 (0.232)] [data_t 0.009] [optim_t 0.304] [lr 0.002965] [CE 4.754 (4.286)] [KD 0.000 (0.000)] +2024-10-11 17:39:02,807 - Train: 6.95% [26100/375300] [20.9/300.0] [batch_t 0.258 (0.225)] [data_t 0.009] [optim_t 0.249] [lr 0.002965] [CE 4.459 (4.269)] [KD 0.000 (0.000)] +2024-10-11 17:39:14,334 - Train: 6.97% [26150/375300] [20.9/300.0] [batch_t 0.234 (0.230)] [data_t 0.009] [optim_t 0.225] [lr 0.002965] [CE 4.597 (4.329)] [KD 0.000 (0.000)] +2024-10-11 17:39:25,942 - Train: 6.98% [26200/375300] [20.9/300.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.213] [lr 0.002964] [CE 4.514 (4.267)] [KD 0.000 (0.000)] +2024-10-11 17:39:37,365 - Train: 6.99% [26250/375300] [21.0/300.0] [batch_t 0.191 (0.228)] [data_t 0.009] [optim_t 0.182] [lr 0.002964] [CE 4.125 (4.295)] [KD 0.000 (0.000)] +2024-10-11 17:39:41,537 - ==> Total time: 1:46:24 Eta: 23:33:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:39:51,316 - Train: 7.01% [26300/375300] [21.0/300.0] [batch_t 0.186 (0.292)] [data_t 0.009] [optim_t 0.177] [lr 0.002964] [CE 4.050 (4.332)] [KD 0.000 (0.000)] +2024-10-11 17:40:02,839 - Train: 7.02% [26350/375300] [21.1/300.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.212] [lr 0.002964] [CE 4.513 (4.306)] [KD 0.000 (0.000)] +2024-10-11 17:40:14,312 - Train: 7.03% [26400/375300] [21.1/300.0] [batch_t 0.201 (0.229)] [data_t 0.009] [optim_t 0.192] [lr 0.002964] [CE 4.482 (4.321)] [KD 0.000 (0.000)] +2024-10-11 17:40:25,846 - Train: 7.05% [26450/375300] [21.1/300.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.002964] [CE 4.747 (4.275)] [KD 0.000 (0.000)] +2024-10-11 17:40:37,503 - Train: 7.06% [26500/375300] [21.2/300.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.002964] [CE 4.409 (4.289)] [KD 0.000 (0.000)] +2024-10-11 17:40:49,155 - Train: 7.07% [26550/375300] [21.2/300.0] [batch_t 0.235 (0.233)] [data_t 0.060] [optim_t 0.174] [lr 0.002963] [CE 3.977 (4.256)] [KD 0.000 (0.000)] +2024-10-11 17:41:00,810 - Train: 7.09% [26600/375300] [21.3/300.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.002963] [CE 4.625 (4.268)] [KD 0.000 (0.000)] +2024-10-11 17:41:12,264 - Train: 7.10% [26650/375300] [21.3/300.0] [batch_t 0.233 (0.229)] [data_t 0.009] [optim_t 0.224] [lr 0.002963] [CE 4.342 (4.307)] [KD 0.000 (0.000)] +2024-10-11 17:41:23,839 - Train: 7.11% [26700/375300] [21.3/300.0] [batch_t 0.186 (0.231)] [data_t 0.009] [optim_t 0.177] [lr 0.002963] [CE 4.131 (4.327)] [KD 0.000 (0.000)] +2024-10-11 17:41:35,445 - Train: 7.13% [26750/375300] [21.4/300.0] [batch_t 0.210 (0.232)] [data_t 0.036] [optim_t 0.173] [lr 0.002963] [CE 4.440 (4.270)] [KD 0.000 (0.000)] +2024-10-11 17:41:47,222 - Train: 7.14% [26800/375300] [21.4/300.0] [batch_t 0.185 (0.235)] [data_t 0.009] [optim_t 0.176] [lr 0.002963] [CE 4.614 (4.280)] [KD 0.000 (0.000)] +2024-10-11 17:41:59,127 - Train: 7.15% [26850/375300] [21.5/300.0] [batch_t 0.233 (0.238)] [data_t 0.058] [optim_t 0.174] [lr 0.002963] [CE 4.253 (4.250)] [KD 0.000 (0.000)] +2024-10-11 17:42:10,817 - Train: 7.17% [26900/375300] [21.5/300.0] [batch_t 0.205 (0.234)] [data_t 0.026] [optim_t 0.179] [lr 0.002963] [CE 4.378 (4.316)] [KD 0.000 (0.000)] +2024-10-11 17:42:22,407 - Train: 7.18% [26950/375300] [21.5/300.0] [batch_t 0.229 (0.232)] [data_t 0.055] [optim_t 0.174] [lr 0.002962] [CE 4.017 (4.261)] [KD 0.000 (0.000)] +2024-10-11 17:42:33,828 - Train: 7.19% [27000/375300] [21.6/300.0] [batch_t 0.198 (0.228)] [data_t 0.021] [optim_t 0.177] [lr 0.002962] [CE 3.997 (4.286)] [KD 0.000 (0.000)] +2024-10-11 17:42:45,481 - Train: 7.21% [27050/375300] [21.6/300.0] [batch_t 0.185 (0.233)] [data_t 0.009] [optim_t 0.176] [lr 0.002962] [CE 3.870 (4.320)] [KD 0.000 (0.000)] +2024-10-11 17:42:57,126 - Train: 7.22% [27100/375300] [21.7/300.0] [batch_t 0.461 (0.233)] [data_t 0.283] [optim_t 0.178] [lr 0.002962] [CE 4.380 (4.320)] [KD 0.000 (0.000)] +2024-10-11 17:43:08,564 - Train: 7.23% [27150/375300] [21.7/300.0] [batch_t 0.226 (0.229)] [data_t 0.053] [optim_t 0.173] [lr 0.002962] [CE 4.307 (4.308)] [KD 0.000 (0.000)] +2024-10-11 17:43:20,161 - Train: 7.25% [27200/375300] [21.7/300.0] [batch_t 0.212 (0.232)] [data_t 0.037] [optim_t 0.175] [lr 0.002962] [CE 4.439 (4.295)] [KD 0.000 (0.000)] +2024-10-11 17:43:31,767 - Train: 7.26% [27250/375300] [21.8/300.0] [batch_t 0.236 (0.232)] [data_t 0.062] [optim_t 0.174] [lr 0.002962] [CE 4.216 (4.302)] [KD 0.000 (0.000)] +2024-10-11 17:43:43,468 - Train: 7.27% [27300/375300] [21.8/300.0] [batch_t 0.238 (0.234)] [data_t 0.065] [optim_t 0.173] [lr 0.002961] [CE 4.268 (4.251)] [KD 0.000 (0.000)] +2024-10-11 17:43:55,065 - Train: 7.29% [27350/375300] [21.9/300.0] [batch_t 0.183 (0.232)] [data_t 0.009] [optim_t 0.174] [lr 0.002961] [CE 4.546 (4.306)] [KD 0.000 (0.000)] +2024-10-11 17:44:06,573 - Train: 7.30% [27400/375300] [21.9/300.0] [batch_t 0.184 (0.230)] [data_t 0.009] [optim_t 0.175] [lr 0.002961] [CE 4.160 (4.243)] [KD 0.000 (0.000)] +2024-10-11 17:44:18,094 - Train: 7.31% [27450/375300] [21.9/300.0] [batch_t 0.214 (0.230)] [data_t 0.040] [optim_t 0.173] [lr 0.002961] [CE 4.389 (4.296)] [KD 0.000 (0.000)] +2024-10-11 17:44:29,585 - Train: 7.33% [27500/375300] [22.0/300.0] [batch_t 0.263 (0.230)] [data_t 0.083] [optim_t 0.179] [lr 0.002961] [CE 4.188 (4.306)] [KD 0.000 (0.000)] +2024-10-11 17:44:34,212 - ==> Total time: 1:51:16 Eta: 23:26:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:44:43,299 - Train: 7.34% [27550/375300] [22.0/300.0] [batch_t 0.186 (0.275)] [data_t 0.009] [optim_t 0.177] [lr 0.002961] [CE 4.449 (4.252)] [KD 0.000 (0.000)] +2024-10-11 17:44:55,408 - Train: 7.35% [27600/375300] [22.1/300.0] [batch_t 0.185 (0.242)] [data_t 0.009] [optim_t 0.176] [lr 0.002961] [CE 4.298 (4.287)] [KD 0.000 (0.000)] +2024-10-11 17:45:07,580 - Train: 7.37% [27650/375300] [22.1/300.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.002960] [CE 4.195 (4.269)] [KD 0.000 (0.000)] +2024-10-11 17:45:19,241 - Train: 7.38% [27700/375300] [22.1/300.0] [batch_t 0.192 (0.233)] [data_t 0.009] [optim_t 0.182] [lr 0.002960] [CE 4.290 (4.216)] [KD 0.000 (0.000)] +2024-10-11 17:45:31,301 - Train: 7.39% [27750/375300] [22.2/300.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002960] [CE 4.740 (4.293)] [KD 0.000 (0.000)] +2024-10-11 17:45:42,402 - Train: 7.41% [27800/375300] [22.2/300.0] [batch_t 0.234 (0.222)] [data_t 0.009] [optim_t 0.226] [lr 0.002960] [CE 4.532 (4.246)] [KD 0.000 (0.000)] +2024-10-11 17:45:54,060 - Train: 7.42% [27850/375300] [22.3/300.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002960] [CE 4.569 (4.242)] [KD 0.000 (0.000)] +2024-10-11 17:46:05,675 - Train: 7.43% [27900/375300] [22.3/300.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002960] [CE 4.484 (4.248)] [KD 0.000 (0.000)] +2024-10-11 17:46:17,312 - Train: 7.45% [27950/375300] [22.3/300.0] [batch_t 0.241 (0.233)] [data_t 0.009] [optim_t 0.232] [lr 0.002960] [CE 4.522 (4.252)] [KD 0.000 (0.000)] +2024-10-11 17:46:29,073 - Train: 7.46% [28000/375300] [22.4/300.0] [batch_t 0.321 (0.235)] [data_t 0.009] [optim_t 0.312] [lr 0.002959] [CE 4.523 (4.250)] [KD 0.000 (0.000)] +2024-10-11 17:46:40,760 - Train: 7.47% [28050/375300] [22.4/300.0] [batch_t 0.267 (0.234)] [data_t 0.009] [optim_t 0.258] [lr 0.002959] [CE 3.941 (4.257)] [KD 0.000 (0.000)] +2024-10-11 17:46:52,567 - Train: 7.49% [28100/375300] [22.5/300.0] [batch_t 0.269 (0.236)] [data_t 0.009] [optim_t 0.261] [lr 0.002959] [CE 4.177 (4.231)] [KD 0.000 (0.000)] +2024-10-11 17:47:04,136 - Train: 7.50% [28150/375300] [22.5/300.0] [batch_t 0.210 (0.231)] [data_t 0.009] [optim_t 0.201] [lr 0.002959] [CE 4.022 (4.245)] [KD 0.000 (0.000)] +2024-10-11 17:47:15,504 - Train: 7.51% [28200/375300] [22.5/300.0] [batch_t 0.185 (0.227)] [data_t 0.009] [optim_t 0.176] [lr 0.002959] [CE 4.430 (4.250)] [KD 0.000 (0.000)] +2024-10-11 17:47:26,942 - Train: 7.53% [28250/375300] [22.6/300.0] [batch_t 0.185 (0.229)] [data_t 0.009] [optim_t 0.176] [lr 0.002959] [CE 4.486 (4.279)] [KD 0.000 (0.000)] +2024-10-11 17:47:38,201 - Train: 7.54% [28300/375300] [22.6/300.0] [batch_t 0.216 (0.225)] [data_t 0.009] [optim_t 0.207] [lr 0.002959] [CE 4.327 (4.233)] [KD 0.000 (0.000)] +2024-10-11 17:47:49,666 - Train: 7.55% [28350/375300] [22.7/300.0] [batch_t 0.187 (0.229)] [data_t 0.009] [optim_t 0.178] [lr 0.002958] [CE 4.071 (4.277)] [KD 0.000 (0.000)] +2024-10-11 17:48:01,172 - Train: 7.57% [28400/375300] [22.7/300.0] [batch_t 0.249 (0.230)] [data_t 0.009] [optim_t 0.240] [lr 0.002958] [CE 4.330 (4.259)] [KD 0.000 (0.000)] +2024-10-11 17:48:12,778 - Train: 7.58% [28450/375300] [22.7/300.0] [batch_t 0.290 (0.232)] [data_t 0.009] [optim_t 0.281] [lr 0.002958] [CE 4.262 (4.264)] [KD 0.000 (0.000)] +2024-10-11 17:48:24,337 - Train: 7.59% [28500/375300] [22.8/300.0] [batch_t 0.242 (0.231)] [data_t 0.009] [optim_t 0.233] [lr 0.002958] [CE 4.402 (4.304)] [KD 0.000 (0.000)] +2024-10-11 17:48:36,129 - Train: 7.61% [28550/375300] [22.8/300.0] [batch_t 0.292 (0.236)] [data_t 0.009] [optim_t 0.283] [lr 0.002958] [CE 4.027 (4.239)] [KD 0.000 (0.000)] +2024-10-11 17:48:48,011 - Train: 7.62% [28600/375300] [22.9/300.0] [batch_t 0.263 (0.238)] [data_t 0.009] [optim_t 0.254] [lr 0.002958] [CE 4.360 (4.266)] [KD 0.000 (0.000)] +2024-10-11 17:48:59,859 - Train: 7.63% [28650/375300] [22.9/300.0] [batch_t 0.186 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.002958] [CE 4.373 (4.300)] [KD 0.000 (0.000)] +2024-10-11 17:49:11,653 - Train: 7.65% [28700/375300] [22.9/300.0] [batch_t 0.203 (0.236)] [data_t 0.009] [optim_t 0.194] [lr 0.002957] [CE 4.225 (4.257)] [KD 0.000 (0.000)] +2024-10-11 17:49:23,476 - Train: 7.66% [28750/375300] [23.0/300.0] [batch_t 0.254 (0.236)] [data_t 0.009] [optim_t 0.245] [lr 0.002957] [CE 4.071 (4.284)] [KD 0.000 (0.000)] +2024-10-11 17:49:28,563 - ==> Total time: 1:56:11 Eta: 23:19:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:49:37,788 - Train: 7.67% [28800/375300] [23.0/300.0] [batch_t 0.185 (0.289)] [data_t 0.009] [optim_t 0.176] [lr 0.002957] [CE 4.053 (4.205)] [KD 0.000 (0.000)] +2024-10-11 17:49:50,417 - Train: 7.69% [28850/375300] [23.1/300.0] [batch_t 0.212 (0.252)] [data_t 0.009] [optim_t 0.204] [lr 0.002957] [CE 3.789 (4.182)] [KD 0.000 (0.000)] +2024-10-11 17:50:02,945 - Train: 7.70% [28900/375300] [23.1/300.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.002957] [CE 4.606 (4.235)] [KD 0.000 (0.000)] +2024-10-11 17:50:15,325 - Train: 7.71% [28950/375300] [23.1/300.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.002957] [CE 3.698 (4.230)] [KD 0.000 (0.000)] +2024-10-11 17:50:27,518 - Train: 7.73% [29000/375300] [23.2/300.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002956] [CE 4.605 (4.214)] [KD 0.000 (0.000)] +2024-10-11 17:50:40,241 - Train: 7.74% [29050/375300] [23.2/300.0] [batch_t 0.282 (0.254)] [data_t 0.009] [optim_t 0.273] [lr 0.002956] [CE 4.446 (4.265)] [KD 0.000 (0.000)] +2024-10-11 17:50:52,301 - Train: 7.75% [29100/375300] [23.3/300.0] [batch_t 0.267 (0.241)] [data_t 0.009] [optim_t 0.258] [lr 0.002956] [CE 4.585 (4.222)] [KD 0.000 (0.000)] +2024-10-11 17:51:04,580 - Train: 7.77% [29150/375300] [23.3/300.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.002956] [CE 4.396 (4.188)] [KD 0.000 (0.000)] +2024-10-11 17:51:16,687 - Train: 7.78% [29200/375300] [23.3/300.0] [batch_t 0.255 (0.242)] [data_t 0.009] [optim_t 0.246] [lr 0.002956] [CE 4.311 (4.238)] [KD 0.000 (0.000)] +2024-10-11 17:51:29,143 - Train: 7.79% [29250/375300] [23.4/300.0] [batch_t 0.275 (0.249)] [data_t 0.009] [optim_t 0.266] [lr 0.002956] [CE 4.342 (4.193)] [KD 0.000 (0.000)] +2024-10-11 17:51:41,351 - Train: 7.81% [29300/375300] [23.4/300.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.002956] [CE 4.046 (4.263)] [KD 0.000 (0.000)] +2024-10-11 17:51:53,665 - Train: 7.82% [29350/375300] [23.5/300.0] [batch_t 0.278 (0.246)] [data_t 0.009] [optim_t 0.269] [lr 0.002955] [CE 3.995 (4.209)] [KD 0.000 (0.000)] +2024-10-11 17:52:05,605 - Train: 7.83% [29400/375300] [23.5/300.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.002955] [CE 4.253 (4.228)] [KD 0.000 (0.000)] +2024-10-11 17:52:17,607 - Train: 7.85% [29450/375300] [23.5/300.0] [batch_t 0.272 (0.240)] [data_t 0.009] [optim_t 0.262] [lr 0.002955] [CE 4.092 (4.265)] [KD 0.000 (0.000)] +2024-10-11 17:52:29,757 - Train: 7.86% [29500/375300] [23.6/300.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.002955] [CE 4.174 (4.247)] [KD 0.000 (0.000)] +2024-10-11 17:52:41,947 - Train: 7.87% [29550/375300] [23.6/300.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002955] [CE 4.566 (4.228)] [KD 0.000 (0.000)] +2024-10-11 17:52:53,965 - Train: 7.89% [29600/375300] [23.7/300.0] [batch_t 0.214 (0.240)] [data_t 0.009] [optim_t 0.205] [lr 0.002955] [CE 4.128 (4.259)] [KD 0.000 (0.000)] +2024-10-11 17:53:06,487 - Train: 7.90% [29650/375300] [23.7/300.0] [batch_t 0.457 (0.250)] [data_t 0.009] [optim_t 0.449] [lr 0.002954] [CE 4.228 (4.209)] [KD 0.000 (0.000)] +2024-10-11 17:53:18,757 - Train: 7.91% [29700/375300] [23.7/300.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.002954] [CE 4.252 (4.275)] [KD 0.000 (0.000)] +2024-10-11 17:53:30,885 - Train: 7.93% [29750/375300] [23.8/300.0] [batch_t 0.217 (0.242)] [data_t 0.009] [optim_t 0.208] [lr 0.002954] [CE 4.316 (4.218)] [KD 0.000 (0.000)] +2024-10-11 17:53:43,106 - Train: 7.94% [29800/375300] [23.8/300.0] [batch_t 0.260 (0.244)] [data_t 0.009] [optim_t 0.251] [lr 0.002954] [CE 4.101 (4.246)] [KD 0.000 (0.000)] +2024-10-11 17:53:55,204 - Train: 7.95% [29850/375300] [23.9/300.0] [batch_t 0.219 (0.242)] [data_t 0.009] [optim_t 0.211] [lr 0.002954] [CE 4.442 (4.251)] [KD 0.000 (0.000)] +2024-10-11 17:54:06,992 - Train: 7.97% [29900/375300] [23.9/300.0] [batch_t 0.252 (0.236)] [data_t 0.009] [optim_t 0.243] [lr 0.002954] [CE 4.574 (4.214)] [KD 0.000 (0.000)] +2024-10-11 17:54:19,017 - Train: 7.98% [29950/375300] [23.9/300.0] [batch_t 0.204 (0.240)] [data_t 0.009] [optim_t 0.195] [lr 0.002954] [CE 4.080 (4.235)] [KD 0.000 (0.000)] +2024-10-11 17:54:31,086 - Train: 7.99% [30000/375300] [24.0/300.0] [batch_t 0.222 (0.241)] [data_t 0.009] [optim_t 0.213] [lr 0.002953] [CE 4.488 (4.272)] [KD 0.000 (0.000)] +2024-10-11 17:54:36,405 - ==> Total time: 2:01:19 Eta: 23:15:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 17:54:45,795 - Train: 8.01% [30050/375300] [24.0/300.0] [batch_t 0.191 (0.307)] [data_t 0.009] [optim_t 0.182] [lr 0.002953] [CE 4.270 (4.199)] [KD 0.000 (0.000)] +2024-10-11 17:54:56,366 - Train: 8.02% [30100/375300] [24.1/300.0] [batch_t 0.223 (0.211)] [data_t 0.009] [optim_t 0.214] [lr 0.002953] [CE 4.253 (4.215)] [KD 0.000 (0.000)] +2024-10-11 17:55:07,529 - Train: 8.03% [30150/375300] [24.1/300.0] [batch_t 0.241 (0.223)] [data_t 0.009] [optim_t 0.232] [lr 0.002953] [CE 4.393 (4.173)] [KD 0.000 (0.000)] +2024-10-11 17:55:18,901 - Train: 8.05% [30200/375300] [24.1/300.0] [batch_t 0.230 (0.227)] [data_t 0.009] [optim_t 0.221] [lr 0.002953] [CE 3.984 (4.192)] [KD 0.000 (0.000)] +2024-10-11 17:55:30,442 - Train: 8.06% [30250/375300] [24.2/300.0] [batch_t 0.237 (0.231)] [data_t 0.009] [optim_t 0.228] [lr 0.002953] [CE 4.142 (4.185)] [KD 0.000 (0.000)] +2024-10-11 17:55:41,983 - Train: 8.07% [30300/375300] [24.2/300.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.002952] [CE 4.125 (4.226)] [KD 0.000 (0.000)] +2024-10-11 17:55:53,665 - Train: 8.09% [30350/375300] [24.3/300.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002952] [CE 4.345 (4.197)] [KD 0.000 (0.000)] +2024-10-11 17:56:05,342 - Train: 8.10% [30400/375300] [24.3/300.0] [batch_t 0.183 (0.233)] [data_t 0.009] [optim_t 0.174] [lr 0.002952] [CE 4.450 (4.186)] [KD 0.000 (0.000)] +2024-10-11 17:56:17,145 - Train: 8.11% [30450/375300] [24.3/300.0] [batch_t 0.253 (0.236)] [data_t 0.009] [optim_t 0.244] [lr 0.002952] [CE 4.200 (4.197)] [KD 0.000 (0.000)] +2024-10-11 17:56:28,935 - Train: 8.13% [30500/375300] [24.4/300.0] [batch_t 0.217 (0.236)] [data_t 0.009] [optim_t 0.208] [lr 0.002952] [CE 4.511 (4.185)] [KD 0.000 (0.000)] +2024-10-11 17:56:40,801 - Train: 8.14% [30550/375300] [24.4/300.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002952] [CE 4.288 (4.186)] [KD 0.000 (0.000)] +2024-10-11 17:56:52,482 - Train: 8.15% [30600/375300] [24.5/300.0] [batch_t 0.247 (0.233)] [data_t 0.009] [optim_t 0.238] [lr 0.002952] [CE 4.718 (4.226)] [KD 0.000 (0.000)] +2024-10-11 17:57:04,356 - Train: 8.17% [30650/375300] [24.5/300.0] [batch_t 0.329 (0.237)] [data_t 0.009] [optim_t 0.320] [lr 0.002951] [CE 3.897 (4.240)] [KD 0.000 (0.000)] +2024-10-11 17:57:15,998 - Train: 8.18% [30700/375300] [24.5/300.0] [batch_t 0.257 (0.233)] [data_t 0.009] [optim_t 0.248] [lr 0.002951] [CE 4.186 (4.203)] [KD 0.000 (0.000)] +2024-10-11 17:57:27,540 - Train: 8.19% [30750/375300] [24.6/300.0] [batch_t 0.242 (0.231)] [data_t 0.009] [optim_t 0.233] [lr 0.002951] [CE 4.067 (4.181)] [KD 0.000 (0.000)] +2024-10-11 17:57:39,230 - Train: 8.21% [30800/375300] [24.6/300.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002951] [CE 4.129 (4.215)] [KD 0.000 (0.000)] +2024-10-11 17:57:50,871 - Train: 8.22% [30850/375300] [24.7/300.0] [batch_t 0.216 (0.233)] [data_t 0.009] [optim_t 0.207] [lr 0.002951] [CE 4.044 (4.210)] [KD 0.000 (0.000)] +2024-10-11 17:58:02,382 - Train: 8.23% [30900/375300] [24.7/300.0] [batch_t 0.237 (0.230)] [data_t 0.009] [optim_t 0.228] [lr 0.002951] [CE 4.218 (4.157)] [KD 0.000 (0.000)] +2024-10-11 17:58:14,358 - Train: 8.25% [30950/375300] [24.7/300.0] [batch_t 0.296 (0.239)] [data_t 0.009] [optim_t 0.287] [lr 0.002950] [CE 4.127 (4.208)] [KD 0.000 (0.000)] +2024-10-11 17:58:26,155 - Train: 8.26% [31000/375300] [24.8/300.0] [batch_t 0.280 (0.236)] [data_t 0.009] [optim_t 0.271] [lr 0.002950] [CE 4.254 (4.235)] [KD 0.000 (0.000)] +2024-10-11 17:58:37,720 - Train: 8.27% [31050/375300] [24.8/300.0] [batch_t 0.211 (0.231)] [data_t 0.009] [optim_t 0.202] [lr 0.002950] [CE 4.504 (4.228)] [KD 0.000 (0.000)] +2024-10-11 17:58:49,314 - Train: 8.29% [31100/375300] [24.9/300.0] [batch_t 0.204 (0.232)] [data_t 0.009] [optim_t 0.195] [lr 0.002950] [CE 4.057 (4.175)] [KD 0.000 (0.000)] +2024-10-11 17:59:00,813 - Train: 8.30% [31150/375300] [24.9/300.0] [batch_t 0.196 (0.230)] [data_t 0.009] [optim_t 0.187] [lr 0.002950] [CE 4.092 (4.219)] [KD 0.000 (0.000)] +2024-10-11 17:59:12,577 - Train: 8.31% [31200/375300] [24.9/300.0] [batch_t 0.196 (0.235)] [data_t 0.009] [optim_t 0.188] [lr 0.002950] [CE 3.830 (4.278)] [KD 0.000 (0.000)] +2024-10-11 17:59:24,401 - Train: 8.33% [31250/375300] [25.0/300.0] [batch_t 0.252 (0.236)] [data_t 0.009] [optim_t 0.243] [lr 0.002949] [CE 4.324 (4.242)] [KD 0.000 (0.000)] +2024-10-11 17:59:41,967 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 31342] [top5_cnt 42770] [top_all 50000] +2024-10-11 17:59:41,968 - net: 62.684 (85.540) +2024-10-11 17:59:54,034 - Test (net_E): 100.00% [50/50] [batch_t 0.071 (0.233)] [top1_cnt 33106] [top5_cnt 43688] [top_all 50000] +2024-10-11 17:59:54,034 - net_E: 66.212 (87.376) +2024-10-11 17:59:54,185 - Max [top1: 62.684 (epoch: 25)] [top1-ema: 66.212 (epoch: 25)] +2024-10-11 17:59:54,185 - ==> Total time: 2:06:36 Eta: 23:12:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:00:06,015 - Train: 8.34% [31300/375300] [25.0/300.0] [batch_t 0.262 (0.240)] [data_t 0.083] [optim_t 0.179] [lr 0.002949] [CE 4.025 (4.147)] [KD 0.000 (0.000)] +2024-10-11 18:00:17,223 - Train: 8.35% [31350/375300] [25.1/300.0] [batch_t 0.187 (0.224)] [data_t 0.009] [optim_t 0.178] [lr 0.002949] [CE 4.355 (4.204)] [KD 0.000 (0.000)] +2024-10-11 18:00:28,693 - Train: 8.37% [31400/375300] [25.1/300.0] [batch_t 0.278 (0.229)] [data_t 0.009] [optim_t 0.269] [lr 0.002949] [CE 3.975 (4.170)] [KD 0.000 (0.000)] +2024-10-11 18:00:40,436 - Train: 8.38% [31450/375300] [25.1/300.0] [batch_t 0.219 (0.235)] [data_t 0.009] [optim_t 0.210] [lr 0.002949] [CE 4.356 (4.221)] [KD 0.000 (0.000)] +2024-10-11 18:00:52,093 - Train: 8.39% [31500/375300] [25.2/300.0] [batch_t 0.261 (0.233)] [data_t 0.009] [optim_t 0.252] [lr 0.002949] [CE 4.449 (4.201)] [KD 0.000 (0.000)] +2024-10-11 18:01:04,248 - Train: 8.41% [31550/375300] [25.2/300.0] [batch_t 0.219 (0.243)] [data_t 0.009] [optim_t 0.210] [lr 0.002949] [CE 4.116 (4.179)] [KD 0.000 (0.000)] +2024-10-11 18:01:16,254 - Train: 8.42% [31600/375300] [25.3/300.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002948] [CE 3.780 (4.229)] [KD 0.000 (0.000)] +2024-10-11 18:01:27,952 - Train: 8.43% [31650/375300] [25.3/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.002948] [CE 4.203 (4.183)] [KD 0.000 (0.000)] +2024-10-11 18:01:39,736 - Train: 8.45% [31700/375300] [25.3/300.0] [batch_t 0.208 (0.236)] [data_t 0.009] [optim_t 0.199] [lr 0.002948] [CE 4.432 (4.224)] [KD 0.000 (0.000)] +2024-10-11 18:01:51,605 - Train: 8.46% [31750/375300] [25.4/300.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002948] [CE 4.296 (4.189)] [KD 0.000 (0.000)] +2024-10-11 18:02:03,296 - Train: 8.47% [31800/375300] [25.4/300.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.002948] [CE 4.514 (4.171)] [KD 0.000 (0.000)] +2024-10-11 18:02:15,183 - Train: 8.49% [31850/375300] [25.5/300.0] [batch_t 0.336 (0.238)] [data_t 0.009] [optim_t 0.327] [lr 0.002948] [CE 4.262 (4.203)] [KD 0.000 (0.000)] +2024-10-11 18:02:26,875 - Train: 8.50% [31900/375300] [25.5/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.002947] [CE 4.052 (4.203)] [KD 0.000 (0.000)] +2024-10-11 18:02:38,539 - Train: 8.51% [31950/375300] [25.5/300.0] [batch_t 0.202 (0.233)] [data_t 0.009] [optim_t 0.193] [lr 0.002947] [CE 4.303 (4.191)] [KD 0.000 (0.000)] +2024-10-11 18:02:50,376 - Train: 8.53% [32000/375300] [25.6/300.0] [batch_t 0.273 (0.237)] [data_t 0.009] [optim_t 0.264] [lr 0.002947] [CE 4.027 (4.178)] [KD 0.000 (0.000)] +2024-10-11 18:03:01,991 - Train: 8.54% [32050/375300] [25.6/300.0] [batch_t 0.186 (0.232)] [data_t 0.009] [optim_t 0.178] [lr 0.002947] [CE 4.305 (4.170)] [KD 0.000 (0.000)] +2024-10-11 18:03:13,683 - Train: 8.55% [32100/375300] [25.7/300.0] [batch_t 0.277 (0.234)] [data_t 0.009] [optim_t 0.268] [lr 0.002947] [CE 4.122 (4.206)] [KD 0.000 (0.000)] +2024-10-11 18:03:25,985 - Train: 8.57% [32150/375300] [25.7/300.0] [batch_t 0.212 (0.246)] [data_t 0.009] [optim_t 0.203] [lr 0.002947] [CE 4.111 (4.177)] [KD 0.000 (0.000)] +2024-10-11 18:03:38,166 - Train: 8.58% [32200/375300] [25.7/300.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.002946] [CE 4.780 (4.181)] [KD 0.000 (0.000)] +2024-10-11 18:03:50,523 - Train: 8.59% [32250/375300] [25.8/300.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.002946] [CE 4.066 (4.157)] [KD 0.000 (0.000)] +2024-10-11 18:04:02,889 - Train: 8.61% [32300/375300] [25.8/300.0] [batch_t 0.312 (0.247)] [data_t 0.009] [optim_t 0.303] [lr 0.002946] [CE 4.080 (4.160)] [KD 0.000 (0.000)] +2024-10-11 18:04:15,172 - Train: 8.62% [32350/375300] [25.9/300.0] [batch_t 0.258 (0.246)] [data_t 0.009] [optim_t 0.249] [lr 0.002946] [CE 4.201 (4.173)] [KD 0.000 (0.000)] +2024-10-11 18:04:27,398 - Train: 8.63% [32400/375300] [25.9/300.0] [batch_t 0.276 (0.244)] [data_t 0.009] [optim_t 0.267] [lr 0.002946] [CE 4.372 (4.160)] [KD 0.000 (0.000)] +2024-10-11 18:04:39,649 - Train: 8.65% [32450/375300] [25.9/300.0] [batch_t 0.186 (0.245)] [data_t 0.009] [optim_t 0.177] [lr 0.002946] [CE 4.321 (4.187)] [KD 0.000 (0.000)] +2024-10-11 18:04:51,782 - Train: 8.66% [32500/375300] [26.0/300.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.002945] [CE 4.165 (4.163)] [KD 0.000 (0.000)] +2024-10-11 18:04:57,352 - ==> Total time: 2:11:40 Eta: 23:07:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:05:06,023 - Train: 8.67% [32550/375300] [26.0/300.0] [batch_t 0.187 (0.299)] [data_t 0.009] [optim_t 0.178] [lr 0.002945] [CE 3.865 (4.167)] [KD 0.000 (0.000)] +2024-10-11 18:05:17,969 - Train: 8.69% [32600/375300] [26.1/300.0] [batch_t 0.399 (0.239)] [data_t 0.009] [optim_t 0.390] [lr 0.002945] [CE 4.205 (4.187)] [KD 0.000 (0.000)] +2024-10-11 18:05:29,763 - Train: 8.70% [32650/375300] [26.1/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.002945] [CE 3.940 (4.121)] [KD 0.000 (0.000)] +2024-10-11 18:05:41,545 - Train: 8.71% [32700/375300] [26.1/300.0] [batch_t 0.250 (0.236)] [data_t 0.009] [optim_t 0.241] [lr 0.002945] [CE 4.334 (4.153)] [KD 0.000 (0.000)] +2024-10-11 18:05:53,696 - Train: 8.73% [32750/375300] [26.2/300.0] [batch_t 0.314 (0.243)] [data_t 0.009] [optim_t 0.305] [lr 0.002945] [CE 4.340 (4.125)] [KD 0.000 (0.000)] +2024-10-11 18:06:05,417 - Train: 8.74% [32800/375300] [26.2/300.0] [batch_t 0.255 (0.234)] [data_t 0.009] [optim_t 0.246] [lr 0.002944] [CE 4.331 (4.163)] [KD 0.000 (0.000)] +2024-10-11 18:06:17,485 - Train: 8.75% [32850/375300] [26.3/300.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.002944] [CE 4.473 (4.163)] [KD 0.000 (0.000)] +2024-10-11 18:06:29,810 - Train: 8.77% [32900/375300] [26.3/300.0] [batch_t 0.309 (0.246)] [data_t 0.009] [optim_t 0.300] [lr 0.002944] [CE 3.807 (4.160)] [KD 0.000 (0.000)] +2024-10-11 18:06:41,555 - Train: 8.78% [32950/375300] [26.3/300.0] [batch_t 0.191 (0.235)] [data_t 0.009] [optim_t 0.181] [lr 0.002944] [CE 4.087 (4.168)] [KD 0.000 (0.000)] +2024-10-11 18:06:53,845 - Train: 8.79% [33000/375300] [26.4/300.0] [batch_t 0.329 (0.246)] [data_t 0.009] [optim_t 0.320] [lr 0.002944] [CE 4.039 (4.172)] [KD 0.000 (0.000)] +2024-10-11 18:07:05,423 - Train: 8.81% [33050/375300] [26.4/300.0] [batch_t 0.300 (0.231)] [data_t 0.009] [optim_t 0.291] [lr 0.002944] [CE 4.495 (4.142)] [KD 0.000 (0.000)] +2024-10-11 18:07:17,132 - Train: 8.82% [33100/375300] [26.5/300.0] [batch_t 0.315 (0.234)] [data_t 0.009] [optim_t 0.306] [lr 0.002943] [CE 4.615 (4.225)] [KD 0.000 (0.000)] +2024-10-11 18:07:28,949 - Train: 8.83% [33150/375300] [26.5/300.0] [batch_t 0.202 (0.236)] [data_t 0.009] [optim_t 0.194] [lr 0.002943] [CE 4.078 (4.148)] [KD 0.000 (0.000)] +2024-10-11 18:07:40,862 - Train: 8.85% [33200/375300] [26.5/300.0] [batch_t 0.299 (0.238)] [data_t 0.009] [optim_t 0.290] [lr 0.002943] [CE 4.224 (4.212)] [KD 0.000 (0.000)] +2024-10-11 18:07:52,617 - Train: 8.86% [33250/375300] [26.6/300.0] [batch_t 0.270 (0.235)] [data_t 0.009] [optim_t 0.261] [lr 0.002943] [CE 4.128 (4.184)] [KD 0.000 (0.000)] +2024-10-11 18:08:04,407 - Train: 8.87% [33300/375300] [26.6/300.0] [batch_t 0.258 (0.236)] [data_t 0.009] [optim_t 0.249] [lr 0.002943] [CE 4.227 (4.195)] [KD 0.000 (0.000)] +2024-10-11 18:08:16,190 - Train: 8.89% [33350/375300] [26.7/300.0] [batch_t 0.299 (0.236)] [data_t 0.009] [optim_t 0.290] [lr 0.002943] [CE 4.254 (4.166)] [KD 0.000 (0.000)] +2024-10-11 18:08:28,005 - Train: 8.90% [33400/375300] [26.7/300.0] [batch_t 0.183 (0.236)] [data_t 0.009] [optim_t 0.174] [lr 0.002942] [CE 4.296 (4.166)] [KD 0.000 (0.000)] +2024-10-11 18:08:39,629 - Train: 8.91% [33450/375300] [26.7/300.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.214] [lr 0.002942] [CE 4.381 (4.165)] [KD 0.000 (0.000)] +2024-10-11 18:08:51,256 - Train: 8.93% [33500/375300] [26.8/300.0] [batch_t 0.284 (0.232)] [data_t 0.009] [optim_t 0.275] [lr 0.002942] [CE 4.221 (4.223)] [KD 0.000 (0.000)] +2024-10-11 18:09:02,696 - Train: 8.94% [33550/375300] [26.8/300.0] [batch_t 0.206 (0.229)] [data_t 0.009] [optim_t 0.197] [lr 0.002942] [CE 4.340 (4.222)] [KD 0.000 (0.000)] +2024-10-11 18:09:14,339 - Train: 8.95% [33600/375300] [26.9/300.0] [batch_t 0.209 (0.233)] [data_t 0.009] [optim_t 0.200] [lr 0.002942] [CE 4.278 (4.182)] [KD 0.000 (0.000)] +2024-10-11 18:09:26,206 - Train: 8.97% [33650/375300] [26.9/300.0] [batch_t 0.334 (0.237)] [data_t 0.009] [optim_t 0.325] [lr 0.002941] [CE 3.876 (4.173)] [KD 0.000 (0.000)] +2024-10-11 18:09:38,267 - Train: 8.98% [33700/375300] [26.9/300.0] [batch_t 0.188 (0.241)] [data_t 0.009] [optim_t 0.179] [lr 0.002941] [CE 4.167 (4.180)] [KD 0.000 (0.000)] +2024-10-11 18:09:49,921 - Train: 8.99% [33750/375300] [27.0/300.0] [batch_t 0.257 (0.233)] [data_t 0.082] [optim_t 0.175] [lr 0.002941] [CE 3.876 (4.178)] [KD 0.000 (0.000)] +2024-10-11 18:09:55,796 - ==> Total time: 2:16:38 Eta: 23:01:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:10:04,413 - Train: 9.01% [33800/375300] [27.0/300.0] [batch_t 0.185 (0.298)] [data_t 0.009] [optim_t 0.177] [lr 0.002941] [CE 4.153 (4.129)] [KD 0.000 (0.000)] +2024-10-11 18:10:15,926 - Train: 9.02% [33850/375300] [27.1/300.0] [batch_t 0.231 (0.230)] [data_t 0.009] [optim_t 0.222] [lr 0.002941] [CE 3.986 (4.120)] [KD 0.000 (0.000)] +2024-10-11 18:10:28,176 - Train: 9.03% [33900/375300] [27.1/300.0] [batch_t 0.273 (0.245)] [data_t 0.099] [optim_t 0.174] [lr 0.002941] [CE 4.222 (4.169)] [KD 0.000 (0.000)] +2024-10-11 18:10:40,476 - Train: 9.05% [33950/375300] [27.1/300.0] [batch_t 0.209 (0.246)] [data_t 0.031] [optim_t 0.179] [lr 0.002940] [CE 4.239 (4.185)] [KD 0.000 (0.000)] +2024-10-11 18:10:52,638 - Train: 9.06% [34000/375300] [27.2/300.0] [batch_t 0.262 (0.243)] [data_t 0.089] [optim_t 0.174] [lr 0.002940] [CE 4.165 (4.112)] [KD 0.000 (0.000)] +2024-10-11 18:11:04,767 - Train: 9.07% [34050/375300] [27.2/300.0] [batch_t 0.195 (0.242)] [data_t 0.021] [optim_t 0.175] [lr 0.002940] [CE 4.023 (4.134)] [KD 0.000 (0.000)] +2024-10-11 18:11:16,856 - Train: 9.09% [34100/375300] [27.3/300.0] [batch_t 0.241 (0.242)] [data_t 0.068] [optim_t 0.173] [lr 0.002940] [CE 4.085 (4.134)] [KD 0.000 (0.000)] +2024-10-11 18:11:28,836 - Train: 9.10% [34150/375300] [27.3/300.0] [batch_t 0.236 (0.239)] [data_t 0.059] [optim_t 0.177] [lr 0.002940] [CE 4.267 (4.151)] [KD 0.000 (0.000)] +2024-10-11 18:11:40,959 - Train: 9.11% [34200/375300] [27.3/300.0] [batch_t 0.218 (0.242)] [data_t 0.043] [optim_t 0.175] [lr 0.002940] [CE 4.297 (4.178)] [KD 0.000 (0.000)] +2024-10-11 18:11:53,015 - Train: 9.13% [34250/375300] [27.4/300.0] [batch_t 0.283 (0.241)] [data_t 0.104] [optim_t 0.178] [lr 0.002939] [CE 3.830 (4.197)] [KD 0.000 (0.000)] +2024-10-11 18:12:05,078 - Train: 9.14% [34300/375300] [27.4/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.002939] [CE 4.081 (4.154)] [KD 0.000 (0.000)] +2024-10-11 18:12:17,019 - Train: 9.15% [34350/375300] [27.5/300.0] [batch_t 0.247 (0.239)] [data_t 0.073] [optim_t 0.173] [lr 0.002939] [CE 3.951 (4.163)] [KD 0.000 (0.000)] +2024-10-11 18:12:29,064 - Train: 9.17% [34400/375300] [27.5/300.0] [batch_t 0.224 (0.241)] [data_t 0.050] [optim_t 0.174] [lr 0.002939] [CE 4.022 (4.115)] [KD 0.000 (0.000)] +2024-10-11 18:12:41,082 - Train: 9.18% [34450/375300] [27.5/300.0] [batch_t 0.278 (0.240)] [data_t 0.102] [optim_t 0.176] [lr 0.002939] [CE 3.975 (4.129)] [KD 0.000 (0.000)] +2024-10-11 18:12:53,081 - Train: 9.19% [34500/375300] [27.6/300.0] [batch_t 0.246 (0.240)] [data_t 0.070] [optim_t 0.176] [lr 0.002939] [CE 4.406 (4.197)] [KD 0.000 (0.000)] +2024-10-11 18:13:05,235 - Train: 9.21% [34550/375300] [27.6/300.0] [batch_t 0.261 (0.243)] [data_t 0.085] [optim_t 0.176] [lr 0.002938] [CE 3.908 (4.205)] [KD 0.000 (0.000)] +2024-10-11 18:13:17,338 - Train: 9.22% [34600/375300] [27.7/300.0] [batch_t 0.214 (0.242)] [data_t 0.041] [optim_t 0.173] [lr 0.002938] [CE 3.995 (4.237)] [KD 0.000 (0.000)] +2024-10-11 18:13:29,196 - Train: 9.23% [34650/375300] [27.7/300.0] [batch_t 0.326 (0.237)] [data_t 0.037] [optim_t 0.289] [lr 0.002938] [CE 3.583 (4.080)] [KD 0.000 (0.000)] +2024-10-11 18:13:40,693 - Train: 9.25% [34700/375300] [27.7/300.0] [batch_t 0.223 (0.230)] [data_t 0.050] [optim_t 0.173] [lr 0.002938] [CE 3.850 (4.157)] [KD 0.000 (0.000)] +2024-10-11 18:13:52,335 - Train: 9.26% [34750/375300] [27.8/300.0] [batch_t 0.266 (0.233)] [data_t 0.092] [optim_t 0.173] [lr 0.002938] [CE 3.962 (4.183)] [KD 0.000 (0.000)] +2024-10-11 18:14:04,216 - Train: 9.27% [34800/375300] [27.8/300.0] [batch_t 0.273 (0.237)] [data_t 0.098] [optim_t 0.175] [lr 0.002937] [CE 4.358 (4.123)] [KD 0.000 (0.000)] +2024-10-11 18:14:16,085 - Train: 9.29% [34850/375300] [27.9/300.0] [batch_t 0.245 (0.237)] [data_t 0.070] [optim_t 0.175] [lr 0.002937] [CE 4.272 (4.121)] [KD 0.000 (0.000)] +2024-10-11 18:14:27,608 - Train: 9.30% [34900/375300] [27.9/300.0] [batch_t 0.264 (0.230)] [data_t 0.088] [optim_t 0.176] [lr 0.002937] [CE 4.201 (4.152)] [KD 0.000 (0.000)] +2024-10-11 18:14:39,213 - Train: 9.31% [34950/375300] [27.9/300.0] [batch_t 0.221 (0.232)] [data_t 0.048] [optim_t 0.174] [lr 0.002937] [CE 4.362 (4.154)] [KD 0.000 (0.000)] +2024-10-11 18:14:50,409 - Train: 9.33% [35000/375300] [28.0/300.0] [batch_t 0.231 (0.224)] [data_t 0.055] [optim_t 0.176] [lr 0.002937] [CE 4.289 (4.148)] [KD 0.000 (0.000)] +2024-10-11 18:14:56,515 - ==> Total time: 2:21:39 Eta: 22:56:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:15:04,791 - Train: 9.34% [35050/375300] [28.0/300.0] [batch_t 0.186 (0.309)] [data_t 0.009] [optim_t 0.177] [lr 0.002937] [CE 4.096 (4.228)] [KD 0.000 (0.000)] +2024-10-11 18:15:15,866 - Train: 9.35% [35100/375300] [28.1/300.0] [batch_t 0.245 (0.221)] [data_t 0.072] [optim_t 0.173] [lr 0.002936] [CE 4.248 (4.150)] [KD 0.000 (0.000)] +2024-10-11 18:15:27,443 - Train: 9.37% [35150/375300] [28.1/300.0] [batch_t 0.228 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.002936] [CE 3.983 (4.133)] [KD 0.000 (0.000)] +2024-10-11 18:15:39,334 - Train: 9.38% [35200/375300] [28.1/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.002936] [CE 4.102 (4.164)] [KD 0.000 (0.000)] +2024-10-11 18:15:51,305 - Train: 9.39% [35250/375300] [28.2/300.0] [batch_t 0.289 (0.239)] [data_t 0.009] [optim_t 0.280] [lr 0.002936] [CE 4.442 (4.154)] [KD 0.000 (0.000)] +2024-10-11 18:16:03,217 - Train: 9.41% [35300/375300] [28.2/300.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002936] [CE 4.202 (4.143)] [KD 0.000 (0.000)] +2024-10-11 18:16:14,902 - Train: 9.42% [35350/375300] [28.3/300.0] [batch_t 0.188 (0.234)] [data_t 0.009] [optim_t 0.179] [lr 0.002935] [CE 4.139 (4.150)] [KD 0.000 (0.000)] +2024-10-11 18:16:26,612 - Train: 9.43% [35400/375300] [28.3/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.002935] [CE 4.306 (4.164)] [KD 0.000 (0.000)] +2024-10-11 18:16:38,473 - Train: 9.45% [35450/375300] [28.3/300.0] [batch_t 0.254 (0.237)] [data_t 0.009] [optim_t 0.245] [lr 0.002935] [CE 4.003 (4.166)] [KD 0.000 (0.000)] +2024-10-11 18:16:50,278 - Train: 9.46% [35500/375300] [28.4/300.0] [batch_t 0.208 (0.236)] [data_t 0.009] [optim_t 0.199] [lr 0.002935] [CE 4.307 (4.171)] [KD 0.000 (0.000)] +2024-10-11 18:17:02,084 - Train: 9.47% [35550/375300] [28.4/300.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002935] [CE 4.146 (4.117)] [KD 0.000 (0.000)] +2024-10-11 18:17:14,132 - Train: 9.49% [35600/375300] [28.5/300.0] [batch_t 0.256 (0.241)] [data_t 0.009] [optim_t 0.247] [lr 0.002935] [CE 3.994 (4.130)] [KD 0.000 (0.000)] +2024-10-11 18:17:25,999 - Train: 9.50% [35650/375300] [28.5/300.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002934] [CE 3.907 (4.103)] [KD 0.000 (0.000)] +2024-10-11 18:17:37,664 - Train: 9.51% [35700/375300] [28.5/300.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.002934] [CE 4.186 (4.165)] [KD 0.000 (0.000)] +2024-10-11 18:17:49,313 - Train: 9.53% [35750/375300] [28.6/300.0] [batch_t 0.260 (0.233)] [data_t 0.009] [optim_t 0.251] [lr 0.002934] [CE 3.871 (4.109)] [KD 0.000 (0.000)] +2024-10-11 18:18:01,006 - Train: 9.54% [35800/375300] [28.6/300.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002934] [CE 4.072 (4.117)] [KD 0.000 (0.000)] +2024-10-11 18:18:12,726 - Train: 9.55% [35850/375300] [28.7/300.0] [batch_t 0.243 (0.234)] [data_t 0.009] [optim_t 0.234] [lr 0.002934] [CE 4.103 (4.149)] [KD 0.000 (0.000)] +2024-10-11 18:18:24,646 - Train: 9.57% [35900/375300] [28.7/300.0] [batch_t 0.423 (0.238)] [data_t 0.009] [optim_t 0.414] [lr 0.002933] [CE 4.252 (4.142)] [KD 0.000 (0.000)] +2024-10-11 18:18:36,228 - Train: 9.58% [35950/375300] [28.7/300.0] [batch_t 0.283 (0.232)] [data_t 0.009] [optim_t 0.274] [lr 0.002933] [CE 4.072 (4.142)] [KD 0.000 (0.000)] +2024-10-11 18:18:47,881 - Train: 9.59% [36000/375300] [28.8/300.0] [batch_t 0.227 (0.233)] [data_t 0.009] [optim_t 0.218] [lr 0.002933] [CE 4.005 (4.076)] [KD 0.000 (0.000)] +2024-10-11 18:18:59,357 - Train: 9.61% [36050/375300] [28.8/300.0] [batch_t 0.226 (0.229)] [data_t 0.009] [optim_t 0.218] [lr 0.002933] [CE 4.183 (4.165)] [KD 0.000 (0.000)] +2024-10-11 18:19:11,047 - Train: 9.62% [36100/375300] [28.9/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.002933] [CE 3.889 (4.213)] [KD 0.000 (0.000)] +2024-10-11 18:19:23,024 - Train: 9.63% [36150/375300] [28.9/300.0] [batch_t 0.239 (0.239)] [data_t 0.066] [optim_t 0.173] [lr 0.002933] [CE 3.954 (4.127)] [KD 0.000 (0.000)] +2024-10-11 18:19:34,964 - Train: 9.65% [36200/375300] [28.9/300.0] [batch_t 0.262 (0.239)] [data_t 0.087] [optim_t 0.175] [lr 0.002932] [CE 4.060 (4.160)] [KD 0.000 (0.000)] +2024-10-11 18:19:47,252 - Train: 9.66% [36250/375300] [29.0/300.0] [batch_t 0.252 (0.246)] [data_t 0.076] [optim_t 0.175] [lr 0.002932] [CE 3.920 (4.126)] [KD 0.000 (0.000)] +2024-10-11 18:19:53,519 - ==> Total time: 2:26:36 Eta: 22:49:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:20:01,835 - Train: 9.67% [36300/375300] [29.0/300.0] [batch_t 0.185 (0.336)] [data_t 0.009] [optim_t 0.176] [lr 0.002932] [CE 3.688 (4.083)] [KD 0.000 (0.000)] +2024-10-11 18:20:12,858 - Train: 9.69% [36350/375300] [29.1/300.0] [batch_t 0.185 (0.220)] [data_t 0.009] [optim_t 0.176] [lr 0.002932] [CE 3.932 (4.078)] [KD 0.000 (0.000)] +2024-10-11 18:20:24,447 - Train: 9.70% [36400/375300] [29.1/300.0] [batch_t 0.195 (0.232)] [data_t 0.009] [optim_t 0.186] [lr 0.002932] [CE 3.815 (4.110)] [KD 0.000 (0.000)] +2024-10-11 18:20:36,334 - Train: 9.71% [36450/375300] [29.1/300.0] [batch_t 0.184 (0.238)] [data_t 0.009] [optim_t 0.175] [lr 0.002931] [CE 4.079 (4.163)] [KD 0.000 (0.000)] +2024-10-11 18:20:47,785 - Train: 9.73% [36500/375300] [29.2/300.0] [batch_t 0.202 (0.229)] [data_t 0.009] [optim_t 0.194] [lr 0.002931] [CE 4.198 (4.150)] [KD 0.000 (0.000)] +2024-10-11 18:20:59,528 - Train: 9.74% [36550/375300] [29.2/300.0] [batch_t 0.243 (0.235)] [data_t 0.009] [optim_t 0.234] [lr 0.002931] [CE 4.356 (4.141)] [KD 0.000 (0.000)] +2024-10-11 18:21:11,303 - Train: 9.75% [36600/375300] [29.3/300.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002931] [CE 3.946 (4.141)] [KD 0.000 (0.000)] +2024-10-11 18:21:22,846 - Train: 9.77% [36650/375300] [29.3/300.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.002931] [CE 3.806 (4.134)] [KD 0.000 (0.000)] +2024-10-11 18:21:34,797 - Train: 9.78% [36700/375300] [29.3/300.0] [batch_t 0.223 (0.239)] [data_t 0.046] [optim_t 0.177] [lr 0.002930] [CE 3.792 (4.092)] [KD 0.000 (0.000)] +2024-10-11 18:21:46,874 - Train: 9.79% [36750/375300] [29.4/300.0] [batch_t 0.228 (0.241)] [data_t 0.052] [optim_t 0.176] [lr 0.002930] [CE 4.286 (4.134)] [KD 0.000 (0.000)] +2024-10-11 18:21:58,874 - Train: 9.81% [36800/375300] [29.4/300.0] [batch_t 0.432 (0.240)] [data_t 0.259] [optim_t 0.173] [lr 0.002930] [CE 4.307 (4.106)] [KD 0.000 (0.000)] +2024-10-11 18:22:10,544 - Train: 9.82% [36850/375300] [29.5/300.0] [batch_t 0.243 (0.233)] [data_t 0.068] [optim_t 0.174] [lr 0.002930] [CE 4.173 (4.119)] [KD 0.000 (0.000)] +2024-10-11 18:22:22,379 - Train: 9.83% [36900/375300] [29.5/300.0] [batch_t 0.231 (0.237)] [data_t 0.053] [optim_t 0.178] [lr 0.002930] [CE 4.076 (4.210)] [KD 0.000 (0.000)] +2024-10-11 18:22:33,330 - Train: 9.85% [36950/375300] [29.5/300.0] [batch_t 0.235 (0.219)] [data_t 0.058] [optim_t 0.177] [lr 0.002930] [CE 4.258 (4.138)] [KD 0.000 (0.000)] +2024-10-11 18:22:44,332 - Train: 9.86% [37000/375300] [29.6/300.0] [batch_t 0.225 (0.220)] [data_t 0.045] [optim_t 0.180] [lr 0.002929] [CE 3.907 (4.132)] [KD 0.000 (0.000)] +2024-10-11 18:22:55,872 - Train: 9.87% [37050/375300] [29.6/300.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.002929] [CE 4.220 (4.139)] [KD 0.000 (0.000)] +2024-10-11 18:23:07,343 - Train: 9.89% [37100/375300] [29.7/300.0] [batch_t 0.194 (0.229)] [data_t 0.009] [optim_t 0.185] [lr 0.002929] [CE 4.105 (4.142)] [KD 0.000 (0.000)] +2024-10-11 18:23:18,974 - Train: 9.90% [37150/375300] [29.7/300.0] [batch_t 0.190 (0.233)] [data_t 0.009] [optim_t 0.181] [lr 0.002929] [CE 4.199 (4.111)] [KD 0.000 (0.000)] +2024-10-11 18:23:30,443 - Train: 9.91% [37200/375300] [29.7/300.0] [batch_t 0.286 (0.229)] [data_t 0.009] [optim_t 0.277] [lr 0.002929] [CE 4.035 (4.133)] [KD 0.000 (0.000)] +2024-10-11 18:23:42,437 - Train: 9.93% [37250/375300] [29.8/300.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.002928] [CE 4.478 (4.116)] [KD 0.000 (0.000)] +2024-10-11 18:23:53,978 - Train: 9.94% [37300/375300] [29.8/300.0] [batch_t 0.194 (0.231)] [data_t 0.009] [optim_t 0.185] [lr 0.002928] [CE 4.532 (4.174)] [KD 0.000 (0.000)] +2024-10-11 18:24:05,820 - Train: 9.95% [37350/375300] [29.9/300.0] [batch_t 0.256 (0.237)] [data_t 0.009] [optim_t 0.247] [lr 0.002928] [CE 4.285 (4.124)] [KD 0.000 (0.000)] +2024-10-11 18:24:17,639 - Train: 9.97% [37400/375300] [29.9/300.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002928] [CE 4.341 (4.130)] [KD 0.000 (0.000)] +2024-10-11 18:24:29,563 - Train: 9.98% [37450/375300] [29.9/300.0] [batch_t 0.253 (0.238)] [data_t 0.009] [optim_t 0.244] [lr 0.002928] [CE 3.800 (4.079)] [KD 0.000 (0.000)] +2024-10-11 18:24:41,118 - Train: 9.99% [37500/375300] [30.0/300.0] [batch_t 0.205 (0.231)] [data_t 0.009] [optim_t 0.196] [lr 0.002927] [CE 4.288 (4.148)] [KD 0.000 (0.000)] +2024-10-11 18:24:59,408 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 32172] [top5_cnt 43399] [top_all 50000] +2024-10-11 18:24:59,408 - net: 64.344 (86.798) +2024-10-11 18:25:11,883 - Test (net_E): 100.00% [50/50] [batch_t 0.082 (0.243)] [top1_cnt 34917] [top5_cnt 44827] [top_all 50000] +2024-10-11 18:25:11,883 - net_E: 69.834 (89.654) +2024-10-11 18:25:12,007 - Max [top1: 64.344 (epoch: 30)] [top1-ema: 69.834 (epoch: 30)] +2024-10-11 18:25:12,007 - ==> Total time: 2:31:54 Eta: 22:47:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:25:22,919 - Train: 10.01% [37550/375300] [30.0/300.0] [batch_t 0.185 (0.233)] [data_t 0.009] [optim_t 0.176] [lr 0.002927] [CE 4.373 (4.165)] [KD 0.000 (0.000)] +2024-10-11 18:25:34,239 - Train: 10.02% [37600/375300] [30.1/300.0] [batch_t 0.186 (0.226)] [data_t 0.009] [optim_t 0.178] [lr 0.002927] [CE 4.089 (4.126)] [KD 0.000 (0.000)] +2024-10-11 18:25:46,087 - Train: 10.03% [37650/375300] [30.1/300.0] [batch_t 0.188 (0.237)] [data_t 0.009] [optim_t 0.179] [lr 0.002927] [CE 4.181 (4.112)] [KD 0.000 (0.000)] +2024-10-11 18:25:57,507 - Train: 10.05% [37700/375300] [30.1/300.0] [batch_t 0.216 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.002927] [CE 4.084 (4.129)] [KD 0.000 (0.000)] +2024-10-11 18:26:08,913 - Train: 10.06% [37750/375300] [30.2/300.0] [batch_t 0.246 (0.228)] [data_t 0.009] [optim_t 0.237] [lr 0.002926] [CE 4.311 (4.114)] [KD 0.000 (0.000)] +2024-10-11 18:26:20,420 - Train: 10.07% [37800/375300] [30.2/300.0] [batch_t 0.223 (0.230)] [data_t 0.009] [optim_t 0.215] [lr 0.002926] [CE 3.711 (4.055)] [KD 0.000 (0.000)] +2024-10-11 18:26:32,099 - Train: 10.09% [37850/375300] [30.3/300.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.233] [lr 0.002926] [CE 4.323 (4.125)] [KD 0.000 (0.000)] +2024-10-11 18:26:43,556 - Train: 10.10% [37900/375300] [30.3/300.0] [batch_t 0.225 (0.229)] [data_t 0.009] [optim_t 0.216] [lr 0.002926] [CE 4.323 (4.097)] [KD 0.000 (0.000)] +2024-10-11 18:26:55,159 - Train: 10.11% [37950/375300] [30.3/300.0] [batch_t 0.228 (0.232)] [data_t 0.009] [optim_t 0.219] [lr 0.002926] [CE 4.476 (4.136)] [KD 0.000 (0.000)] +2024-10-11 18:27:06,828 - Train: 10.13% [38000/375300] [30.4/300.0] [batch_t 0.210 (0.233)] [data_t 0.009] [optim_t 0.201] [lr 0.002926] [CE 4.350 (4.156)] [KD 0.000 (0.000)] +2024-10-11 18:27:18,448 - Train: 10.14% [38050/375300] [30.4/300.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.002925] [CE 4.550 (4.172)] [KD 0.000 (0.000)] +2024-10-11 18:27:31,058 - Train: 10.15% [38100/375300] [30.5/300.0] [batch_t 0.189 (0.252)] [data_t 0.009] [optim_t 0.180] [lr 0.002925] [CE 4.428 (4.132)] [KD 0.000 (0.000)] +2024-10-11 18:27:42,865 - Train: 10.17% [38150/375300] [30.5/300.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002925] [CE 3.956 (4.110)] [KD 0.000 (0.000)] +2024-10-11 18:27:54,758 - Train: 10.18% [38200/375300] [30.5/300.0] [batch_t 0.255 (0.238)] [data_t 0.009] [optim_t 0.246] [lr 0.002925] [CE 3.981 (4.115)] [KD 0.000 (0.000)] +2024-10-11 18:28:06,736 - Train: 10.19% [38250/375300] [30.6/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.002925] [CE 4.250 (4.125)] [KD 0.000 (0.000)] +2024-10-11 18:28:18,538 - Train: 10.21% [38300/375300] [30.6/300.0] [batch_t 0.217 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.002924] [CE 3.932 (4.099)] [KD 0.000 (0.000)] +2024-10-11 18:28:30,228 - Train: 10.22% [38350/375300] [30.7/300.0] [batch_t 0.184 (0.234)] [data_t 0.009] [optim_t 0.175] [lr 0.002924] [CE 3.680 (4.123)] [KD 0.000 (0.000)] +2024-10-11 18:28:42,118 - Train: 10.23% [38400/375300] [30.7/300.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.002924] [CE 3.965 (4.101)] [KD 0.000 (0.000)] +2024-10-11 18:28:53,908 - Train: 10.25% [38450/375300] [30.7/300.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.002924] [CE 3.639 (4.118)] [KD 0.000 (0.000)] +2024-10-11 18:29:05,597 - Train: 10.26% [38500/375300] [30.8/300.0] [batch_t 0.202 (0.234)] [data_t 0.009] [optim_t 0.193] [lr 0.002924] [CE 4.035 (4.152)] [KD 0.000 (0.000)] +2024-10-11 18:29:17,214 - Train: 10.27% [38550/375300] [30.8/300.0] [batch_t 0.244 (0.232)] [data_t 0.009] [optim_t 0.235] [lr 0.002923] [CE 4.113 (4.144)] [KD 0.000 (0.000)] +2024-10-11 18:29:29,004 - Train: 10.29% [38600/375300] [30.9/300.0] [batch_t 0.286 (0.236)] [data_t 0.009] [optim_t 0.277] [lr 0.002923] [CE 4.104 (4.151)] [KD 0.000 (0.000)] +2024-10-11 18:29:40,808 - Train: 10.30% [38650/375300] [30.9/300.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.002923] [CE 4.135 (4.153)] [KD 0.000 (0.000)] +2024-10-11 18:29:52,536 - Train: 10.31% [38700/375300] [30.9/300.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.002923] [CE 3.747 (4.062)] [KD 0.000 (0.000)] +2024-10-11 18:30:04,210 - Train: 10.33% [38750/375300] [31.0/300.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.002923] [CE 4.183 (4.143)] [KD 0.000 (0.000)] +2024-10-11 18:30:10,774 - ==> Total time: 2:36:53 Eta: 22:41:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:30:18,328 - Train: 10.34% [38800/375300] [31.0/300.0] [batch_t 0.187 (0.323)] [data_t 0.009] [optim_t 0.178] [lr 0.002922] [CE 3.966 (4.103)] [KD 0.000 (0.000)] +2024-10-11 18:30:29,503 - Train: 10.35% [38850/375300] [31.1/300.0] [batch_t 0.185 (0.223)] [data_t 0.009] [optim_t 0.176] [lr 0.002922] [CE 4.322 (4.130)] [KD 0.000 (0.000)] +2024-10-11 18:30:40,944 - Train: 10.37% [38900/375300] [31.1/300.0] [batch_t 0.231 (0.229)] [data_t 0.009] [optim_t 0.221] [lr 0.002922] [CE 4.083 (4.143)] [KD 0.000 (0.000)] +2024-10-11 18:30:52,645 - Train: 10.38% [38950/375300] [31.1/300.0] [batch_t 0.186 (0.234)] [data_t 0.009] [optim_t 0.177] [lr 0.002922] [CE 4.376 (4.096)] [KD 0.000 (0.000)] +2024-10-11 18:31:04,310 - Train: 10.39% [39000/375300] [31.2/300.0] [batch_t 0.188 (0.233)] [data_t 0.009] [optim_t 0.179] [lr 0.002922] [CE 3.488 (4.086)] [KD 0.000 (0.000)] +2024-10-11 18:31:15,941 - Train: 10.41% [39050/375300] [31.2/300.0] [batch_t 0.208 (0.232)] [data_t 0.009] [optim_t 0.199] [lr 0.002921] [CE 4.440 (4.049)] [KD 0.000 (0.000)] +2024-10-11 18:31:27,701 - Train: 10.42% [39100/375300] [31.3/300.0] [batch_t 0.249 (0.235)] [data_t 0.009] [optim_t 0.240] [lr 0.002921] [CE 4.394 (4.099)] [KD 0.000 (0.000)] +2024-10-11 18:31:39,463 - Train: 10.43% [39150/375300] [31.3/300.0] [batch_t 0.187 (0.235)] [data_t 0.009] [optim_t 0.178] [lr 0.002921] [CE 4.458 (4.140)] [KD 0.000 (0.000)] +2024-10-11 18:31:51,046 - Train: 10.44% [39200/375300] [31.3/300.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.002921] [CE 4.490 (4.111)] [KD 0.000 (0.000)] +2024-10-11 18:32:02,581 - Train: 10.46% [39250/375300] [31.4/300.0] [batch_t 0.251 (0.231)] [data_t 0.009] [optim_t 0.242] [lr 0.002921] [CE 4.163 (4.142)] [KD 0.000 (0.000)] +2024-10-11 18:32:14,209 - Train: 10.47% [39300/375300] [31.4/300.0] [batch_t 0.188 (0.232)] [data_t 0.009] [optim_t 0.179] [lr 0.002920] [CE 4.307 (4.137)] [KD 0.000 (0.000)] +2024-10-11 18:32:25,638 - Train: 10.48% [39350/375300] [31.5/300.0] [batch_t 0.273 (0.228)] [data_t 0.095] [optim_t 0.177] [lr 0.002920] [CE 4.534 (4.132)] [KD 0.000 (0.000)] +2024-10-11 18:32:37,623 - Train: 10.50% [39400/375300] [31.5/300.0] [batch_t 0.183 (0.240)] [data_t 0.009] [optim_t 0.174] [lr 0.002920] [CE 3.975 (4.156)] [KD 0.000 (0.000)] +2024-10-11 18:32:50,012 - Train: 10.51% [39450/375300] [31.5/300.0] [batch_t 0.182 (0.248)] [data_t 0.009] [optim_t 0.172] [lr 0.002920] [CE 3.775 (4.101)] [KD 0.000 (0.000)] +2024-10-11 18:33:02,024 - Train: 10.52% [39500/375300] [31.6/300.0] [batch_t 0.204 (0.240)] [data_t 0.028] [optim_t 0.176] [lr 0.002920] [CE 3.749 (4.142)] [KD 0.000 (0.000)] +2024-10-11 18:33:13,888 - Train: 10.54% [39550/375300] [31.6/300.0] [batch_t 0.260 (0.237)] [data_t 0.082] [optim_t 0.178] [lr 0.002919] [CE 4.251 (4.104)] [KD 0.000 (0.000)] +2024-10-11 18:33:26,033 - Train: 10.55% [39600/375300] [31.7/300.0] [batch_t 0.183 (0.243)] [data_t 0.009] [optim_t 0.174] [lr 0.002919] [CE 4.237 (4.087)] [KD 0.000 (0.000)] +2024-10-11 18:33:37,848 - Train: 10.56% [39650/375300] [31.7/300.0] [batch_t 0.244 (0.236)] [data_t 0.067] [optim_t 0.178] [lr 0.002919] [CE 3.974 (4.099)] [KD 0.000 (0.000)] +2024-10-11 18:33:50,059 - Train: 10.58% [39700/375300] [31.7/300.0] [batch_t 0.250 (0.244)] [data_t 0.073] [optim_t 0.177] [lr 0.002919] [CE 3.830 (4.120)] [KD 0.000 (0.000)] +2024-10-11 18:34:02,056 - Train: 10.59% [39750/375300] [31.8/300.0] [batch_t 0.191 (0.240)] [data_t 0.009] [optim_t 0.182] [lr 0.002919] [CE 4.324 (4.107)] [KD 0.000 (0.000)] +2024-10-11 18:34:13,716 - Train: 10.60% [39800/375300] [31.8/300.0] [batch_t 0.254 (0.233)] [data_t 0.075] [optim_t 0.179] [lr 0.002918] [CE 3.918 (4.122)] [KD 0.000 (0.000)] +2024-10-11 18:34:25,309 - Train: 10.62% [39850/375300] [31.9/300.0] [batch_t 0.206 (0.232)] [data_t 0.029] [optim_t 0.178] [lr 0.002918] [CE 4.329 (4.168)] [KD 0.000 (0.000)] +2024-10-11 18:34:37,339 - Train: 10.63% [39900/375300] [31.9/300.0] [batch_t 0.189 (0.240)] [data_t 0.009] [optim_t 0.180] [lr 0.002918] [CE 4.028 (4.115)] [KD 0.000 (0.000)] +2024-10-11 18:34:48,950 - Train: 10.64% [39950/375300] [31.9/300.0] [batch_t 0.229 (0.232)] [data_t 0.053] [optim_t 0.176] [lr 0.002918] [CE 4.298 (4.116)] [KD 0.000 (0.000)] +2024-10-11 18:35:00,669 - Train: 10.66% [40000/375300] [32.0/300.0] [batch_t 0.272 (0.234)] [data_t 0.096] [optim_t 0.176] [lr 0.002918] [CE 4.169 (4.103)] [KD 0.000 (0.000)] +2024-10-11 18:35:07,453 - ==> Total time: 2:41:50 Eta: 22:35:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:35:14,929 - Train: 10.67% [40050/375300] [32.0/300.0] [batch_t 0.185 (0.342)] [data_t 0.009] [optim_t 0.176] [lr 0.002917] [CE 4.123 (4.058)] [KD 0.000 (0.000)] +2024-10-11 18:35:25,720 - Train: 10.68% [40100/375300] [32.1/300.0] [batch_t 0.248 (0.216)] [data_t 0.009] [optim_t 0.239] [lr 0.002917] [CE 3.993 (4.033)] [KD 0.000 (0.000)] +2024-10-11 18:35:37,751 - Train: 10.70% [40150/375300] [32.1/300.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.002917] [CE 4.263 (4.116)] [KD 0.000 (0.000)] +2024-10-11 18:35:50,193 - Train: 10.71% [40200/375300] [32.1/300.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.002917] [CE 4.036 (4.108)] [KD 0.000 (0.000)] +2024-10-11 18:36:02,259 - Train: 10.72% [40250/375300] [32.2/300.0] [batch_t 0.272 (0.241)] [data_t 0.009] [optim_t 0.263] [lr 0.002917] [CE 4.197 (4.063)] [KD 0.000 (0.000)] +2024-10-11 18:36:14,412 - Train: 10.74% [40300/375300] [32.2/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.177] [lr 0.002916] [CE 3.801 (4.098)] [KD 0.000 (0.000)] +2024-10-11 18:36:26,451 - Train: 10.75% [40350/375300] [32.3/300.0] [batch_t 0.253 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.002916] [CE 4.314 (4.119)] [KD 0.000 (0.000)] +2024-10-11 18:36:38,243 - Train: 10.76% [40400/375300] [32.3/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002916] [CE 4.119 (4.064)] [KD 0.000 (0.000)] +2024-10-11 18:36:50,172 - Train: 10.78% [40450/375300] [32.3/300.0] [batch_t 0.266 (0.238)] [data_t 0.009] [optim_t 0.257] [lr 0.002916] [CE 4.260 (4.082)] [KD 0.000 (0.000)] +2024-10-11 18:37:01,765 - Train: 10.79% [40500/375300] [32.4/300.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.002915] [CE 4.218 (4.110)] [KD 0.000 (0.000)] +2024-10-11 18:37:13,084 - Train: 10.80% [40550/375300] [32.4/300.0] [batch_t 0.206 (0.226)] [data_t 0.009] [optim_t 0.197] [lr 0.002915] [CE 4.326 (4.138)] [KD 0.000 (0.000)] +2024-10-11 18:37:24,646 - Train: 10.82% [40600/375300] [32.5/300.0] [batch_t 0.265 (0.231)] [data_t 0.009] [optim_t 0.256] [lr 0.002915] [CE 4.294 (4.126)] [KD 0.000 (0.000)] +2024-10-11 18:37:36,617 - Train: 10.83% [40650/375300] [32.5/300.0] [batch_t 0.187 (0.239)] [data_t 0.009] [optim_t 0.178] [lr 0.002915] [CE 4.319 (4.105)] [KD 0.000 (0.000)] +2024-10-11 18:37:48,531 - Train: 10.84% [40700/375300] [32.5/300.0] [batch_t 0.248 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.002915] [CE 4.355 (4.101)] [KD 0.000 (0.000)] +2024-10-11 18:38:00,393 - Train: 10.86% [40750/375300] [32.6/300.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002914] [CE 4.058 (4.055)] [KD 0.000 (0.000)] +2024-10-11 18:38:12,384 - Train: 10.87% [40800/375300] [32.6/300.0] [batch_t 0.195 (0.240)] [data_t 0.009] [optim_t 0.185] [lr 0.002914] [CE 4.223 (4.134)] [KD 0.000 (0.000)] +2024-10-11 18:38:24,453 - Train: 10.88% [40850/375300] [32.7/300.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.220] [lr 0.002914] [CE 4.512 (4.115)] [KD 0.000 (0.000)] +2024-10-11 18:38:36,064 - Train: 10.90% [40900/375300] [32.7/300.0] [batch_t 0.199 (0.232)] [data_t 0.009] [optim_t 0.190] [lr 0.002914] [CE 3.946 (4.051)] [KD 0.000 (0.000)] +2024-10-11 18:38:48,301 - Train: 10.91% [40950/375300] [32.7/300.0] [batch_t 0.264 (0.245)] [data_t 0.009] [optim_t 0.255] [lr 0.002914] [CE 3.949 (4.121)] [KD 0.000 (0.000)] +2024-10-11 18:39:00,180 - Train: 10.92% [41000/375300] [32.8/300.0] [batch_t 0.224 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.002913] [CE 4.214 (4.140)] [KD 0.000 (0.000)] +2024-10-11 18:39:11,579 - Train: 10.94% [41050/375300] [32.8/300.0] [batch_t 0.201 (0.228)] [data_t 0.009] [optim_t 0.192] [lr 0.002913] [CE 4.203 (4.100)] [KD 0.000 (0.000)] +2024-10-11 18:39:22,988 - Train: 10.95% [41100/375300] [32.9/300.0] [batch_t 0.228 (0.228)] [data_t 0.009] [optim_t 0.219] [lr 0.002913] [CE 3.792 (4.087)] [KD 0.000 (0.000)] +2024-10-11 18:39:34,870 - Train: 10.96% [41150/375300] [32.9/300.0] [batch_t 0.216 (0.238)] [data_t 0.038] [optim_t 0.178] [lr 0.002913] [CE 4.163 (4.081)] [KD 0.000 (0.000)] +2024-10-11 18:39:46,691 - Train: 10.98% [41200/375300] [32.9/300.0] [batch_t 0.240 (0.236)] [data_t 0.064] [optim_t 0.176] [lr 0.002913] [CE 4.057 (4.086)] [KD 0.000 (0.000)] +2024-10-11 18:39:58,718 - Train: 10.99% [41250/375300] [33.0/300.0] [batch_t 0.256 (0.240)] [data_t 0.079] [optim_t 0.177] [lr 0.002912] [CE 3.775 (4.086)] [KD 0.000 (0.000)] +2024-10-11 18:40:05,965 - ==> Total time: 2:46:48 Eta: 22:29:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:40:12,684 - Train: 11.00% [41300/375300] [33.0/300.0] [batch_t 0.189 (0.308)] [data_t 0.009] [optim_t 0.181] [lr 0.002912] [CE 4.177 (4.187)] [KD 0.000 (0.000)] +2024-10-11 18:40:23,866 - Train: 11.02% [41350/375300] [33.1/300.0] [batch_t 0.237 (0.224)] [data_t 0.060] [optim_t 0.178] [lr 0.002912] [CE 4.252 (4.083)] [KD 0.000 (0.000)] +2024-10-11 18:40:35,440 - Train: 11.03% [41400/375300] [33.1/300.0] [batch_t 0.207 (0.231)] [data_t 0.034] [optim_t 0.173] [lr 0.002912] [CE 4.283 (4.113)] [KD 0.000 (0.000)] +2024-10-11 18:40:46,951 - Train: 11.04% [41450/375300] [33.1/300.0] [batch_t 0.213 (0.230)] [data_t 0.034] [optim_t 0.179] [lr 0.002912] [CE 4.252 (4.074)] [KD 0.000 (0.000)] +2024-10-11 18:40:58,408 - Train: 11.06% [41500/375300] [33.2/300.0] [batch_t 0.216 (0.229)] [data_t 0.043] [optim_t 0.173] [lr 0.002911] [CE 4.086 (4.066)] [KD 0.000 (0.000)] +2024-10-11 18:41:10,061 - Train: 11.07% [41550/375300] [33.2/300.0] [batch_t 0.186 (0.233)] [data_t 0.009] [optim_t 0.177] [lr 0.002911] [CE 4.459 (4.132)] [KD 0.000 (0.000)] +2024-10-11 18:41:21,447 - Train: 11.08% [41600/375300] [33.3/300.0] [batch_t 0.197 (0.228)] [data_t 0.009] [optim_t 0.188] [lr 0.002911] [CE 4.112 (4.064)] [KD 0.000 (0.000)] +2024-10-11 18:41:32,999 - Train: 11.10% [41650/375300] [33.3/300.0] [batch_t 0.271 (0.231)] [data_t 0.009] [optim_t 0.262] [lr 0.002911] [CE 4.378 (4.129)] [KD 0.000 (0.000)] +2024-10-11 18:41:44,563 - Train: 11.11% [41700/375300] [33.3/300.0] [batch_t 0.228 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.002910] [CE 3.618 (4.087)] [KD 0.000 (0.000)] +2024-10-11 18:41:56,195 - Train: 11.12% [41750/375300] [33.4/300.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.002910] [CE 3.945 (4.096)] [KD 0.000 (0.000)] +2024-10-11 18:42:08,038 - Train: 11.14% [41800/375300] [33.4/300.0] [batch_t 0.215 (0.237)] [data_t 0.009] [optim_t 0.206] [lr 0.002910] [CE 3.898 (4.068)] [KD 0.000 (0.000)] +2024-10-11 18:42:19,800 - Train: 11.15% [41850/375300] [33.5/300.0] [batch_t 0.278 (0.235)] [data_t 0.009] [optim_t 0.269] [lr 0.002910] [CE 4.398 (4.149)] [KD 0.000 (0.000)] +2024-10-11 18:42:31,653 - Train: 11.16% [41900/375300] [33.5/300.0] [batch_t 0.246 (0.237)] [data_t 0.009] [optim_t 0.237] [lr 0.002910] [CE 4.192 (4.161)] [KD 0.000 (0.000)] +2024-10-11 18:42:43,712 - Train: 11.18% [41950/375300] [33.5/300.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002909] [CE 4.002 (4.122)] [KD 0.000 (0.000)] +2024-10-11 18:42:56,053 - Train: 11.19% [42000/375300] [33.6/300.0] [batch_t 0.217 (0.247)] [data_t 0.009] [optim_t 0.208] [lr 0.002909] [CE 3.999 (4.084)] [KD 0.000 (0.000)] +2024-10-11 18:43:08,381 - Train: 11.20% [42050/375300] [33.6/300.0] [batch_t 0.223 (0.246)] [data_t 0.009] [optim_t 0.214] [lr 0.002909] [CE 4.077 (4.067)] [KD 0.000 (0.000)] +2024-10-11 18:43:20,664 - Train: 11.22% [42100/375300] [33.7/300.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.002909] [CE 3.965 (4.118)] [KD 0.000 (0.000)] +2024-10-11 18:43:32,829 - Train: 11.23% [42150/375300] [33.7/300.0] [batch_t 0.184 (0.243)] [data_t 0.009] [optim_t 0.175] [lr 0.002909] [CE 4.334 (4.104)] [KD 0.000 (0.000)] +2024-10-11 18:43:45,270 - Train: 11.24% [42200/375300] [33.7/300.0] [batch_t 0.196 (0.249)] [data_t 0.009] [optim_t 0.187] [lr 0.002908] [CE 3.906 (4.139)] [KD 0.000 (0.000)] +2024-10-11 18:43:57,652 - Train: 11.26% [42250/375300] [33.8/300.0] [batch_t 0.245 (0.248)] [data_t 0.009] [optim_t 0.236] [lr 0.002908] [CE 4.134 (4.097)] [KD 0.000 (0.000)] +2024-10-11 18:44:10,091 - Train: 11.27% [42300/375300] [33.8/300.0] [batch_t 0.265 (0.249)] [data_t 0.009] [optim_t 0.257] [lr 0.002908] [CE 4.233 (4.075)] [KD 0.000 (0.000)] +2024-10-11 18:44:22,637 - Train: 11.28% [42350/375300] [33.9/300.0] [batch_t 0.271 (0.251)] [data_t 0.009] [optim_t 0.262] [lr 0.002908] [CE 4.314 (4.121)] [KD 0.000 (0.000)] +2024-10-11 18:44:34,992 - Train: 11.30% [42400/375300] [33.9/300.0] [batch_t 0.188 (0.247)] [data_t 0.009] [optim_t 0.179] [lr 0.002907] [CE 4.473 (4.092)] [KD 0.000 (0.000)] +2024-10-11 18:44:46,971 - Train: 11.31% [42450/375300] [33.9/300.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002907] [CE 3.899 (4.089)] [KD 0.000 (0.000)] +2024-10-11 18:44:58,500 - Train: 11.32% [42500/375300] [34.0/300.0] [batch_t 0.234 (0.230)] [data_t 0.009] [optim_t 0.225] [lr 0.002907] [CE 4.547 (4.053)] [KD 0.000 (0.000)] +2024-10-11 18:45:06,075 - ==> Total time: 2:51:48 Eta: 22:24:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:45:13,124 - Train: 11.34% [42550/375300] [34.0/300.0] [batch_t 0.187 (0.342)] [data_t 0.009] [optim_t 0.178] [lr 0.002907] [CE 4.139 (4.110)] [KD 0.000 (0.000)] +2024-10-11 18:45:25,000 - Train: 11.35% [42600/375300] [34.1/300.0] [batch_t 0.265 (0.237)] [data_t 0.009] [optim_t 0.257] [lr 0.002907] [CE 4.287 (4.020)] [KD 0.000 (0.000)] +2024-10-11 18:45:37,089 - Train: 11.36% [42650/375300] [34.1/300.0] [batch_t 0.262 (0.242)] [data_t 0.009] [optim_t 0.253] [lr 0.002906] [CE 4.148 (4.100)] [KD 0.000 (0.000)] +2024-10-11 18:45:49,267 - Train: 11.38% [42700/375300] [34.1/300.0] [batch_t 0.251 (0.243)] [data_t 0.009] [optim_t 0.242] [lr 0.002906] [CE 3.986 (4.095)] [KD 0.000 (0.000)] +2024-10-11 18:46:01,240 - Train: 11.39% [42750/375300] [34.2/300.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.002906] [CE 4.228 (4.075)] [KD 0.000 (0.000)] +2024-10-11 18:46:13,161 - Train: 11.40% [42800/375300] [34.2/300.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002906] [CE 4.440 (4.098)] [KD 0.000 (0.000)] +2024-10-11 18:46:24,857 - Train: 11.42% [42850/375300] [34.3/300.0] [batch_t 0.272 (0.234)] [data_t 0.009] [optim_t 0.263] [lr 0.002905] [CE 4.177 (4.126)] [KD 0.000 (0.000)] +2024-10-11 18:46:36,356 - Train: 11.43% [42900/375300] [34.3/300.0] [batch_t 0.234 (0.230)] [data_t 0.009] [optim_t 0.225] [lr 0.002905] [CE 3.743 (4.100)] [KD 0.000 (0.000)] +2024-10-11 18:46:48,006 - Train: 11.44% [42950/375300] [34.3/300.0] [batch_t 0.212 (0.233)] [data_t 0.009] [optim_t 0.203] [lr 0.002905] [CE 4.286 (4.149)] [KD 0.000 (0.000)] +2024-10-11 18:46:59,719 - Train: 11.46% [43000/375300] [34.4/300.0] [batch_t 0.322 (0.234)] [data_t 0.009] [optim_t 0.313] [lr 0.002905] [CE 4.152 (4.054)] [KD 0.000 (0.000)] +2024-10-11 18:47:11,130 - Train: 11.47% [43050/375300] [34.4/300.0] [batch_t 0.230 (0.228)] [data_t 0.009] [optim_t 0.221] [lr 0.002905] [CE 4.273 (4.119)] [KD 0.000 (0.000)] +2024-10-11 18:47:22,692 - Train: 11.48% [43100/375300] [34.5/300.0] [batch_t 0.222 (0.231)] [data_t 0.047] [optim_t 0.175] [lr 0.002904] [CE 4.194 (4.041)] [KD 0.000 (0.000)] +2024-10-11 18:47:34,727 - Train: 11.50% [43150/375300] [34.5/300.0] [batch_t 0.283 (0.241)] [data_t 0.110] [optim_t 0.173] [lr 0.002904] [CE 4.062 (4.071)] [KD 0.000 (0.000)] +2024-10-11 18:47:46,816 - Train: 11.51% [43200/375300] [34.5/300.0] [batch_t 0.188 (0.242)] [data_t 0.009] [optim_t 0.179] [lr 0.002904] [CE 4.480 (4.065)] [KD 0.000 (0.000)] +2024-10-11 18:47:58,605 - Train: 11.52% [43250/375300] [34.6/300.0] [batch_t 0.257 (0.236)] [data_t 0.082] [optim_t 0.175] [lr 0.002904] [CE 4.233 (4.122)] [KD 0.000 (0.000)] +2024-10-11 18:48:10,517 - Train: 11.54% [43300/375300] [34.6/300.0] [batch_t 0.281 (0.238)] [data_t 0.101] [optim_t 0.179] [lr 0.002904] [CE 3.974 (4.057)] [KD 0.000 (0.000)] +2024-10-11 18:48:22,722 - Train: 11.55% [43350/375300] [34.7/300.0] [batch_t 0.206 (0.244)] [data_t 0.009] [optim_t 0.197] [lr 0.002903] [CE 4.403 (4.101)] [KD 0.000 (0.000)] +2024-10-11 18:48:34,621 - Train: 11.56% [43400/375300] [34.7/300.0] [batch_t 0.284 (0.238)] [data_t 0.112] [optim_t 0.173] [lr 0.002903] [CE 4.088 (4.044)] [KD 0.000 (0.000)] +2024-10-11 18:48:46,406 - Train: 11.58% [43450/375300] [34.7/300.0] [batch_t 0.248 (0.236)] [data_t 0.074] [optim_t 0.174] [lr 0.002903] [CE 3.821 (4.078)] [KD 0.000 (0.000)] +2024-10-11 18:48:58,266 - Train: 11.59% [43500/375300] [34.8/300.0] [batch_t 0.209 (0.237)] [data_t 0.032] [optim_t 0.177] [lr 0.002903] [CE 3.844 (4.072)] [KD 0.000 (0.000)] +2024-10-11 18:49:10,200 - Train: 11.60% [43550/375300] [34.8/300.0] [batch_t 0.220 (0.239)] [data_t 0.045] [optim_t 0.175] [lr 0.002902] [CE 4.153 (4.121)] [KD 0.000 (0.000)] +2024-10-11 18:49:21,877 - Train: 11.62% [43600/375300] [34.9/300.0] [batch_t 0.254 (0.233)] [data_t 0.080] [optim_t 0.175] [lr 0.002902] [CE 4.279 (4.130)] [KD 0.000 (0.000)] +2024-10-11 18:49:33,656 - Train: 11.63% [43650/375300] [34.9/300.0] [batch_t 0.237 (0.235)] [data_t 0.061] [optim_t 0.175] [lr 0.002902] [CE 3.752 (4.079)] [KD 0.000 (0.000)] +2024-10-11 18:49:45,195 - Train: 11.64% [43700/375300] [34.9/300.0] [batch_t 0.254 (0.231)] [data_t 0.081] [optim_t 0.173] [lr 0.002902] [CE 4.218 (4.104)] [KD 0.000 (0.000)] +2024-10-11 18:49:57,139 - Train: 11.66% [43750/375300] [35.0/300.0] [batch_t 0.250 (0.239)] [data_t 0.076] [optim_t 0.174] [lr 0.002902] [CE 3.814 (4.098)] [KD 0.000 (0.000)] +2024-10-11 18:50:17,009 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 32955] [top5_cnt 43680] [top_all 50000] +2024-10-11 18:50:17,010 - net: 65.910 (87.360) +2024-10-11 18:50:29,266 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 35645] [top5_cnt 45337] [top_all 50000] +2024-10-11 18:50:29,267 - net_E: 71.290 (90.674) +2024-10-11 18:50:29,413 - Max [top1: 65.910 (epoch: 35)] [top1-ema: 71.290 (epoch: 35)] +2024-10-11 18:50:29,413 - ==> Total time: 2:57:12 Eta: 22:21:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:50:39,160 - Train: 11.67% [43800/375300] [35.0/300.0] [batch_t 0.187 (0.267)] [data_t 0.009] [optim_t 0.178] [lr 0.002901] [CE 3.902 (4.046)] [KD 0.000 (0.000)] +2024-10-11 18:50:50,186 - Train: 11.68% [43850/375300] [35.1/300.0] [batch_t 0.185 (0.220)] [data_t 0.009] [optim_t 0.176] [lr 0.002901] [CE 4.162 (4.045)] [KD 0.000 (0.000)] +2024-10-11 18:51:02,406 - Train: 11.70% [43900/375300] [35.1/300.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002901] [CE 4.199 (4.069)] [KD 0.000 (0.000)] +2024-10-11 18:51:14,539 - Train: 11.71% [43950/375300] [35.1/300.0] [batch_t 0.253 (0.243)] [data_t 0.009] [optim_t 0.244] [lr 0.002901] [CE 4.341 (4.120)] [KD 0.000 (0.000)] +2024-10-11 18:51:26,476 - Train: 11.72% [44000/375300] [35.2/300.0] [batch_t 0.192 (0.239)] [data_t 0.009] [optim_t 0.183] [lr 0.002900] [CE 4.367 (4.058)] [KD 0.000 (0.000)] +2024-10-11 18:51:38,316 - Train: 11.74% [44050/375300] [35.2/300.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.002900] [CE 4.464 (4.093)] [KD 0.000 (0.000)] +2024-10-11 18:51:50,459 - Train: 11.75% [44100/375300] [35.3/300.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002900] [CE 3.928 (4.053)] [KD 0.000 (0.000)] +2024-10-11 18:52:02,506 - Train: 11.76% [44150/375300] [35.3/300.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.002900] [CE 4.104 (4.060)] [KD 0.000 (0.000)] +2024-10-11 18:52:14,525 - Train: 11.78% [44200/375300] [35.3/300.0] [batch_t 0.206 (0.240)] [data_t 0.009] [optim_t 0.197] [lr 0.002900] [CE 3.933 (4.054)] [KD 0.000 (0.000)] +2024-10-11 18:52:26,614 - Train: 11.79% [44250/375300] [35.4/300.0] [batch_t 0.236 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.002899] [CE 4.115 (4.042)] [KD 0.000 (0.000)] +2024-10-11 18:52:38,673 - Train: 11.80% [44300/375300] [35.4/300.0] [batch_t 0.277 (0.241)] [data_t 0.009] [optim_t 0.268] [lr 0.002899] [CE 4.353 (4.077)] [KD 0.000 (0.000)] +2024-10-11 18:52:50,929 - Train: 11.82% [44350/375300] [35.5/300.0] [batch_t 0.218 (0.245)] [data_t 0.009] [optim_t 0.209] [lr 0.002899] [CE 4.376 (4.107)] [KD 0.000 (0.000)] +2024-10-11 18:53:03,061 - Train: 11.83% [44400/375300] [35.5/300.0] [batch_t 0.263 (0.243)] [data_t 0.009] [optim_t 0.254] [lr 0.002899] [CE 4.225 (4.090)] [KD 0.000 (0.000)] +2024-10-11 18:53:14,906 - Train: 11.84% [44450/375300] [35.5/300.0] [batch_t 0.249 (0.237)] [data_t 0.009] [optim_t 0.240] [lr 0.002898] [CE 4.020 (4.065)] [KD 0.000 (0.000)] +2024-10-11 18:53:26,814 - Train: 11.86% [44500/375300] [35.6/300.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.002898] [CE 4.250 (4.064)] [KD 0.000 (0.000)] +2024-10-11 18:53:38,681 - Train: 11.87% [44550/375300] [35.6/300.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002898] [CE 4.223 (4.114)] [KD 0.000 (0.000)] +2024-10-11 18:53:50,778 - Train: 11.88% [44600/375300] [35.7/300.0] [batch_t 0.260 (0.242)] [data_t 0.009] [optim_t 0.251] [lr 0.002898] [CE 3.823 (4.076)] [KD 0.000 (0.000)] +2024-10-11 18:54:02,755 - Train: 11.90% [44650/375300] [35.7/300.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.002897] [CE 4.081 (4.089)] [KD 0.000 (0.000)] +2024-10-11 18:54:14,686 - Train: 11.91% [44700/375300] [35.7/300.0] [batch_t 0.189 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.002897] [CE 4.277 (4.083)] [KD 0.000 (0.000)] +2024-10-11 18:54:26,674 - Train: 11.92% [44750/375300] [35.8/300.0] [batch_t 0.273 (0.240)] [data_t 0.009] [optim_t 0.264] [lr 0.002897] [CE 3.810 (4.053)] [KD 0.000 (0.000)] +2024-10-11 18:54:38,528 - Train: 11.94% [44800/375300] [35.8/300.0] [batch_t 0.216 (0.237)] [data_t 0.009] [optim_t 0.207] [lr 0.002897] [CE 4.034 (4.103)] [KD 0.000 (0.000)] +2024-10-11 18:54:50,372 - Train: 11.95% [44850/375300] [35.9/300.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.002897] [CE 4.642 (4.072)] [KD 0.000 (0.000)] +2024-10-11 18:55:02,254 - Train: 11.96% [44900/375300] [35.9/300.0] [batch_t 0.188 (0.238)] [data_t 0.009] [optim_t 0.179] [lr 0.002896] [CE 4.101 (4.042)] [KD 0.000 (0.000)] +2024-10-11 18:55:14,060 - Train: 11.98% [44950/375300] [35.9/300.0] [batch_t 0.256 (0.236)] [data_t 0.009] [optim_t 0.248] [lr 0.002896] [CE 4.164 (4.086)] [KD 0.000 (0.000)] +2024-10-11 18:55:25,792 - Train: 11.99% [45000/375300] [36.0/300.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.002896] [CE 4.386 (4.146)] [KD 0.000 (0.000)] +2024-10-11 18:55:33,757 - ==> Total time: 3:02:16 Eta: 22:16:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 18:55:40,939 - Train: 12.00% [45050/375300] [36.0/300.0] [batch_t 0.189 (0.344)] [data_t 0.009] [optim_t 0.180] [lr 0.002896] [CE 3.757 (4.013)] [KD 0.000 (0.000)] +2024-10-11 18:55:52,390 - Train: 12.02% [45100/375300] [36.1/300.0] [batch_t 0.241 (0.229)] [data_t 0.009] [optim_t 0.233] [lr 0.002895] [CE 3.847 (4.067)] [KD 0.000 (0.000)] +2024-10-11 18:56:04,320 - Train: 12.03% [45150/375300] [36.1/300.0] [batch_t 0.266 (0.238)] [data_t 0.009] [optim_t 0.257] [lr 0.002895] [CE 3.853 (4.032)] [KD 0.000 (0.000)] +2024-10-11 18:56:16,183 - Train: 12.04% [45200/375300] [36.1/300.0] [batch_t 0.215 (0.237)] [data_t 0.009] [optim_t 0.206] [lr 0.002895] [CE 3.684 (4.044)] [KD 0.000 (0.000)] +2024-10-11 18:56:28,073 - Train: 12.06% [45250/375300] [36.2/300.0] [batch_t 0.248 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.002895] [CE 3.715 (4.019)] [KD 0.000 (0.000)] +2024-10-11 18:56:40,007 - Train: 12.07% [45300/375300] [36.2/300.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002895] [CE 3.992 (4.049)] [KD 0.000 (0.000)] +2024-10-11 18:56:51,831 - Train: 12.08% [45350/375300] [36.3/300.0] [batch_t 0.191 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.002894] [CE 3.822 (3.984)] [KD 0.000 (0.000)] +2024-10-11 18:57:03,976 - Train: 12.10% [45400/375300] [36.3/300.0] [batch_t 0.243 (0.243)] [data_t 0.010] [optim_t 0.233] [lr 0.002894] [CE 4.200 (4.112)] [KD 0.000 (0.000)] +2024-10-11 18:57:16,062 - Train: 12.11% [45450/375300] [36.3/300.0] [batch_t 0.326 (0.242)] [data_t 0.009] [optim_t 0.317] [lr 0.002894] [CE 3.936 (4.080)] [KD 0.000 (0.000)] +2024-10-11 18:57:28,005 - Train: 12.12% [45500/375300] [36.4/300.0] [batch_t 0.277 (0.239)] [data_t 0.009] [optim_t 0.268] [lr 0.002894] [CE 3.710 (4.113)] [KD 0.000 (0.000)] +2024-10-11 18:57:40,192 - Train: 12.14% [45550/375300] [36.4/300.0] [batch_t 0.244 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.002893] [CE 4.248 (4.051)] [KD 0.000 (0.000)] +2024-10-11 18:57:52,260 - Train: 12.15% [45600/375300] [36.5/300.0] [batch_t 0.222 (0.241)] [data_t 0.009] [optim_t 0.213] [lr 0.002893] [CE 4.148 (4.085)] [KD 0.000 (0.000)] +2024-10-11 18:58:03,805 - Train: 12.16% [45650/375300] [36.5/300.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.002893] [CE 4.269 (4.082)] [KD 0.000 (0.000)] +2024-10-11 18:58:15,981 - Train: 12.18% [45700/375300] [36.5/300.0] [batch_t 0.295 (0.243)] [data_t 0.009] [optim_t 0.286] [lr 0.002893] [CE 3.903 (4.067)] [KD 0.000 (0.000)] +2024-10-11 18:58:28,405 - Train: 12.19% [45750/375300] [36.6/300.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.002892] [CE 3.797 (4.072)] [KD 0.000 (0.000)] +2024-10-11 18:58:40,459 - Train: 12.20% [45800/375300] [36.6/300.0] [batch_t 0.211 (0.241)] [data_t 0.009] [optim_t 0.202] [lr 0.002892] [CE 4.136 (4.026)] [KD 0.000 (0.000)] +2024-10-11 18:58:52,664 - Train: 12.22% [45850/375300] [36.7/300.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.002892] [CE 3.969 (4.076)] [KD 0.000 (0.000)] +2024-10-11 18:59:04,611 - Train: 12.23% [45900/375300] [36.7/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002892] [CE 4.025 (4.017)] [KD 0.000 (0.000)] +2024-10-11 18:59:16,989 - Train: 12.24% [45950/375300] [36.7/300.0] [batch_t 0.252 (0.247)] [data_t 0.009] [optim_t 0.243] [lr 0.002891] [CE 4.002 (4.119)] [KD 0.000 (0.000)] +2024-10-11 18:59:29,022 - Train: 12.26% [46000/375300] [36.8/300.0] [batch_t 0.267 (0.241)] [data_t 0.009] [optim_t 0.258] [lr 0.002891] [CE 3.758 (4.085)] [KD 0.000 (0.000)] +2024-10-11 18:59:41,535 - Train: 12.27% [46050/375300] [36.8/300.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.002891] [CE 4.073 (4.041)] [KD 0.000 (0.000)] +2024-10-11 18:59:53,730 - Train: 12.28% [46100/375300] [36.9/300.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.002891] [CE 4.225 (4.086)] [KD 0.000 (0.000)] +2024-10-11 19:00:05,951 - Train: 12.30% [46150/375300] [36.9/300.0] [batch_t 0.222 (0.244)] [data_t 0.009] [optim_t 0.213] [lr 0.002891] [CE 4.059 (4.118)] [KD 0.000 (0.000)] +2024-10-11 19:00:18,252 - Train: 12.31% [46200/375300] [36.9/300.0] [batch_t 0.252 (0.246)] [data_t 0.009] [optim_t 0.243] [lr 0.002890] [CE 4.273 (4.060)] [KD 0.000 (0.000)] +2024-10-11 19:00:30,578 - Train: 12.32% [46250/375300] [37.0/300.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.002890] [CE 3.968 (4.045)] [KD 0.000 (0.000)] +2024-10-11 19:00:38,803 - ==> Total time: 3:07:21 Eta: 22:11:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:00:45,575 - Train: 12.34% [46300/375300] [37.0/300.0] [batch_t 0.187 (0.418)] [data_t 0.009] [optim_t 0.178] [lr 0.002890] [CE 4.048 (4.070)] [KD 0.000 (0.000)] +2024-10-11 19:00:56,604 - Train: 12.35% [46350/375300] [37.1/300.0] [batch_t 0.229 (0.220)] [data_t 0.009] [optim_t 0.220] [lr 0.002890] [CE 3.873 (4.011)] [KD 0.000 (0.000)] +2024-10-11 19:01:08,718 - Train: 12.36% [46400/375300] [37.1/300.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002889] [CE 3.922 (4.028)] [KD 0.000 (0.000)] +2024-10-11 19:01:20,710 - Train: 12.38% [46450/375300] [37.1/300.0] [batch_t 0.251 (0.240)] [data_t 0.009] [optim_t 0.242] [lr 0.002889] [CE 4.162 (4.034)] [KD 0.000 (0.000)] +2024-10-11 19:01:32,614 - Train: 12.39% [46500/375300] [37.2/300.0] [batch_t 0.213 (0.238)] [data_t 0.009] [optim_t 0.204] [lr 0.002889] [CE 4.267 (4.079)] [KD 0.000 (0.000)] +2024-10-11 19:01:44,544 - Train: 12.40% [46550/375300] [37.2/300.0] [batch_t 0.270 (0.238)] [data_t 0.009] [optim_t 0.261] [lr 0.002889] [CE 4.014 (4.064)] [KD 0.000 (0.000)] +2024-10-11 19:01:56,604 - Train: 12.42% [46600/375300] [37.3/300.0] [batch_t 0.268 (0.241)] [data_t 0.009] [optim_t 0.259] [lr 0.002888] [CE 4.321 (4.083)] [KD 0.000 (0.000)] +2024-10-11 19:02:08,615 - Train: 12.43% [46650/375300] [37.3/300.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002888] [CE 4.017 (4.072)] [KD 0.000 (0.000)] +2024-10-11 19:02:20,373 - Train: 12.44% [46700/375300] [37.3/300.0] [batch_t 0.187 (0.235)] [data_t 0.009] [optim_t 0.178] [lr 0.002888] [CE 3.915 (4.044)] [KD 0.000 (0.000)] +2024-10-11 19:02:32,265 - Train: 12.46% [46750/375300] [37.4/300.0] [batch_t 0.268 (0.238)] [data_t 0.009] [optim_t 0.259] [lr 0.002888] [CE 4.178 (4.079)] [KD 0.000 (0.000)] +2024-10-11 19:02:44,426 - Train: 12.47% [46800/375300] [37.4/300.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.002888] [CE 3.744 (4.043)] [KD 0.000 (0.000)] +2024-10-11 19:02:56,182 - Train: 12.48% [46850/375300] [37.5/300.0] [batch_t 0.259 (0.235)] [data_t 0.009] [optim_t 0.250] [lr 0.002887] [CE 3.946 (4.112)] [KD 0.000 (0.000)] +2024-10-11 19:03:08,033 - Train: 12.50% [46900/375300] [37.5/300.0] [batch_t 0.266 (0.237)] [data_t 0.009] [optim_t 0.257] [lr 0.002887] [CE 4.495 (4.055)] [KD 0.000 (0.000)] +2024-10-11 19:03:20,056 - Train: 12.51% [46950/375300] [37.5/300.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002887] [CE 4.027 (4.068)] [KD 0.000 (0.000)] +2024-10-11 19:03:32,001 - Train: 12.52% [47000/375300] [37.6/300.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002887] [CE 4.045 (4.014)] [KD 0.000 (0.000)] +2024-10-11 19:03:43,825 - Train: 12.54% [47050/375300] [37.6/300.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002886] [CE 3.881 (4.066)] [KD 0.000 (0.000)] +2024-10-11 19:03:55,507 - Train: 12.55% [47100/375300] [37.6/300.0] [batch_t 0.243 (0.234)] [data_t 0.009] [optim_t 0.234] [lr 0.002886] [CE 4.069 (4.072)] [KD 0.000 (0.000)] +2024-10-11 19:04:07,336 - Train: 12.56% [47150/375300] [37.7/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002886] [CE 3.961 (4.073)] [KD 0.000 (0.000)] +2024-10-11 19:04:19,410 - Train: 12.58% [47200/375300] [37.7/300.0] [batch_t 0.333 (0.241)] [data_t 0.009] [optim_t 0.325] [lr 0.002886] [CE 3.685 (4.078)] [KD 0.000 (0.000)] +2024-10-11 19:04:31,429 - Train: 12.59% [47250/375300] [37.8/300.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.002885] [CE 4.393 (4.060)] [KD 0.000 (0.000)] +2024-10-11 19:04:43,498 - Train: 12.60% [47300/375300] [37.8/300.0] [batch_t 0.192 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.002885] [CE 3.928 (4.055)] [KD 0.000 (0.000)] +2024-10-11 19:04:55,648 - Train: 12.62% [47350/375300] [37.8/300.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.002885] [CE 4.495 (4.102)] [KD 0.000 (0.000)] +2024-10-11 19:05:07,805 - Train: 12.63% [47400/375300] [37.9/300.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.002885] [CE 4.249 (4.046)] [KD 0.000 (0.000)] +2024-10-11 19:05:19,778 - Train: 12.64% [47450/375300] [37.9/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002884] [CE 3.887 (4.010)] [KD 0.000 (0.000)] +2024-10-11 19:05:31,831 - Train: 12.66% [47500/375300] [38.0/300.0] [batch_t 0.324 (0.241)] [data_t 0.009] [optim_t 0.315] [lr 0.002884] [CE 3.736 (4.045)] [KD 0.000 (0.000)] +2024-10-11 19:05:40,224 - ==> Total time: 3:12:22 Eta: 22:06:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:05:46,255 - Train: 12.67% [47550/375300] [38.0/300.0] [batch_t 0.186 (0.376)] [data_t 0.009] [optim_t 0.178] [lr 0.002884] [CE 3.895 (3.938)] [KD 0.000 (0.000)] +2024-10-11 19:05:57,325 - Train: 12.68% [47600/375300] [38.0/300.0] [batch_t 0.190 (0.221)] [data_t 0.009] [optim_t 0.181] [lr 0.002884] [CE 4.256 (4.038)] [KD 0.000 (0.000)] +2024-10-11 19:06:08,999 - Train: 12.70% [47650/375300] [38.1/300.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.002883] [CE 4.025 (4.047)] [KD 0.000 (0.000)] +2024-10-11 19:06:20,793 - Train: 12.71% [47700/375300] [38.1/300.0] [batch_t 0.222 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.002883] [CE 4.136 (4.040)] [KD 0.000 (0.000)] +2024-10-11 19:06:32,631 - Train: 12.72% [47750/375300] [38.2/300.0] [batch_t 0.183 (0.237)] [data_t 0.009] [optim_t 0.174] [lr 0.002883] [CE 4.349 (4.064)] [KD 0.000 (0.000)] +2024-10-11 19:06:44,564 - Train: 12.74% [47800/375300] [38.2/300.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.002883] [CE 3.835 (4.011)] [KD 0.000 (0.000)] +2024-10-11 19:06:56,323 - Train: 12.75% [47850/375300] [38.2/300.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.002882] [CE 4.130 (4.029)] [KD 0.000 (0.000)] +2024-10-11 19:07:07,888 - Train: 12.76% [47900/375300] [38.3/300.0] [batch_t 0.185 (0.231)] [data_t 0.009] [optim_t 0.175] [lr 0.002882] [CE 3.865 (4.038)] [KD 0.000 (0.000)] +2024-10-11 19:07:19,626 - Train: 12.78% [47950/375300] [38.3/300.0] [batch_t 0.258 (0.235)] [data_t 0.009] [optim_t 0.249] [lr 0.002882] [CE 3.843 (4.030)] [KD 0.000 (0.000)] +2024-10-11 19:07:31,280 - Train: 12.79% [48000/375300] [38.4/300.0] [batch_t 0.241 (0.233)] [data_t 0.009] [optim_t 0.232] [lr 0.002882] [CE 3.964 (4.019)] [KD 0.000 (0.000)] +2024-10-11 19:07:43,037 - Train: 12.80% [48050/375300] [38.4/300.0] [batch_t 0.189 (0.235)] [data_t 0.009] [optim_t 0.180] [lr 0.002881] [CE 3.923 (4.092)] [KD 0.000 (0.000)] +2024-10-11 19:07:54,809 - Train: 12.82% [48100/375300] [38.4/300.0] [batch_t 0.271 (0.235)] [data_t 0.009] [optim_t 0.262] [lr 0.002881] [CE 3.942 (4.036)] [KD 0.000 (0.000)] +2024-10-11 19:08:06,562 - Train: 12.83% [48150/375300] [38.5/300.0] [batch_t 0.436 (0.235)] [data_t 0.009] [optim_t 0.427] [lr 0.002881] [CE 3.966 (4.045)] [KD 0.000 (0.000)] +2024-10-11 19:08:18,139 - Train: 12.84% [48200/375300] [38.5/300.0] [batch_t 0.185 (0.231)] [data_t 0.009] [optim_t 0.176] [lr 0.002881] [CE 4.203 (4.054)] [KD 0.000 (0.000)] +2024-10-11 19:08:30,055 - Train: 12.86% [48250/375300] [38.6/300.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002881] [CE 4.057 (3.975)] [KD 0.000 (0.000)] +2024-10-11 19:08:42,112 - Train: 12.87% [48300/375300] [38.6/300.0] [batch_t 0.257 (0.241)] [data_t 0.009] [optim_t 0.249] [lr 0.002880] [CE 4.213 (4.054)] [KD 0.000 (0.000)] +2024-10-11 19:08:54,252 - Train: 12.88% [48350/375300] [38.6/300.0] [batch_t 0.190 (0.243)] [data_t 0.009] [optim_t 0.181] [lr 0.002880] [CE 3.969 (4.029)] [KD 0.000 (0.000)] +2024-10-11 19:09:06,051 - Train: 12.90% [48400/375300] [38.7/300.0] [batch_t 0.266 (0.236)] [data_t 0.009] [optim_t 0.257] [lr 0.002880] [CE 4.032 (4.070)] [KD 0.000 (0.000)] +2024-10-11 19:09:17,789 - Train: 12.91% [48450/375300] [38.7/300.0] [batch_t 0.218 (0.235)] [data_t 0.009] [optim_t 0.209] [lr 0.002880] [CE 4.245 (4.062)] [KD 0.000 (0.000)] +2024-10-11 19:09:29,710 - Train: 12.92% [48500/375300] [38.8/300.0] [batch_t 0.185 (0.238)] [data_t 0.009] [optim_t 0.176] [lr 0.002879] [CE 3.740 (4.019)] [KD 0.000 (0.000)] +2024-10-11 19:09:41,178 - Train: 12.94% [48550/375300] [38.8/300.0] [batch_t 0.224 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.002879] [CE 4.393 (4.041)] [KD 0.000 (0.000)] +2024-10-11 19:09:52,968 - Train: 12.95% [48600/375300] [38.8/300.0] [batch_t 0.191 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.002879] [CE 4.174 (4.044)] [KD 0.000 (0.000)] +2024-10-11 19:10:04,901 - Train: 12.96% [48650/375300] [38.9/300.0] [batch_t 0.189 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.002879] [CE 4.252 (4.046)] [KD 0.000 (0.000)] +2024-10-11 19:10:16,873 - Train: 12.98% [48700/375300] [38.9/300.0] [batch_t 0.188 (0.239)] [data_t 0.009] [optim_t 0.179] [lr 0.002878] [CE 3.952 (4.078)] [KD 0.000 (0.000)] +2024-10-11 19:10:28,895 - Train: 12.99% [48750/375300] [39.0/300.0] [batch_t 0.212 (0.240)] [data_t 0.009] [optim_t 0.203] [lr 0.002878] [CE 4.219 (4.057)] [KD 0.000 (0.000)] +2024-10-11 19:10:37,473 - ==> Total time: 3:17:20 Eta: 22:00:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:10:43,519 - Train: 13.00% [48800/375300] [39.0/300.0] [batch_t 0.185 (0.396)] [data_t 0.009] [optim_t 0.176] [lr 0.002878] [CE 4.143 (4.067)] [KD 0.000 (0.000)] +2024-10-11 19:10:54,865 - Train: 13.02% [48850/375300] [39.0/300.0] [batch_t 0.190 (0.227)] [data_t 0.009] [optim_t 0.181] [lr 0.002878] [CE 4.133 (3.983)] [KD 0.000 (0.000)] +2024-10-11 19:11:07,041 - Train: 13.03% [48900/375300] [39.1/300.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.002877] [CE 4.502 (4.037)] [KD 0.000 (0.000)] +2024-10-11 19:11:18,974 - Train: 13.04% [48950/375300] [39.1/300.0] [batch_t 0.186 (0.239)] [data_t 0.009] [optim_t 0.177] [lr 0.002877] [CE 4.134 (4.038)] [KD 0.000 (0.000)] +2024-10-11 19:11:30,809 - Train: 13.06% [49000/375300] [39.2/300.0] [batch_t 0.268 (0.237)] [data_t 0.009] [optim_t 0.259] [lr 0.002877] [CE 3.813 (4.007)] [KD 0.000 (0.000)] +2024-10-11 19:11:42,841 - Train: 13.07% [49050/375300] [39.2/300.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.002877] [CE 4.262 (4.063)] [KD 0.000 (0.000)] +2024-10-11 19:11:54,569 - Train: 13.08% [49100/375300] [39.2/300.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.002876] [CE 4.018 (4.056)] [KD 0.000 (0.000)] +2024-10-11 19:12:06,613 - Train: 13.10% [49150/375300] [39.3/300.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.002876] [CE 3.969 (4.039)] [KD 0.000 (0.000)] +2024-10-11 19:12:18,616 - Train: 13.11% [49200/375300] [39.3/300.0] [batch_t 0.259 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.002876] [CE 3.984 (4.075)] [KD 0.000 (0.000)] +2024-10-11 19:12:30,557 - Train: 13.12% [49250/375300] [39.4/300.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.002876] [CE 4.289 (4.051)] [KD 0.000 (0.000)] +2024-10-11 19:12:42,627 - Train: 13.14% [49300/375300] [39.4/300.0] [batch_t 0.185 (0.241)] [data_t 0.009] [optim_t 0.176] [lr 0.002875] [CE 4.330 (4.085)] [KD 0.000 (0.000)] +2024-10-11 19:12:54,677 - Train: 13.15% [49350/375300] [39.4/300.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.002875] [CE 4.602 (4.101)] [KD 0.000 (0.000)] +2024-10-11 19:13:06,845 - Train: 13.16% [49400/375300] [39.5/300.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.002875] [CE 4.298 (4.067)] [KD 0.000 (0.000)] +2024-10-11 19:13:18,871 - Train: 13.18% [49450/375300] [39.5/300.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.002875] [CE 4.184 (4.102)] [KD 0.000 (0.000)] +2024-10-11 19:13:30,962 - Train: 13.19% [49500/375300] [39.6/300.0] [batch_t 0.475 (0.242)] [data_t 0.009] [optim_t 0.466] [lr 0.002874] [CE 3.941 (4.081)] [KD 0.000 (0.000)] +2024-10-11 19:13:42,730 - Train: 13.20% [49550/375300] [39.6/300.0] [batch_t 0.221 (0.235)] [data_t 0.009] [optim_t 0.212] [lr 0.002874] [CE 4.198 (4.034)] [KD 0.000 (0.000)] +2024-10-11 19:13:54,996 - Train: 13.22% [49600/375300] [39.6/300.0] [batch_t 0.510 (0.245)] [data_t 0.009] [optim_t 0.501] [lr 0.002874] [CE 4.011 (3.996)] [KD 0.000 (0.000)] +2024-10-11 19:14:06,698 - Train: 13.23% [49650/375300] [39.7/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.002874] [CE 4.134 (4.018)] [KD 0.000 (0.000)] +2024-10-11 19:14:18,852 - Train: 13.24% [49700/375300] [39.7/300.0] [batch_t 0.205 (0.243)] [data_t 0.009] [optim_t 0.196] [lr 0.002873] [CE 4.083 (4.015)] [KD 0.000 (0.000)] +2024-10-11 19:14:30,897 - Train: 13.26% [49750/375300] [39.8/300.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.002873] [CE 3.892 (4.020)] [KD 0.000 (0.000)] +2024-10-11 19:14:42,855 - Train: 13.27% [49800/375300] [39.8/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002873] [CE 4.178 (4.062)] [KD 0.000 (0.000)] +2024-10-11 19:14:54,626 - Train: 13.28% [49850/375300] [39.8/300.0] [batch_t 0.302 (0.235)] [data_t 0.009] [optim_t 0.293] [lr 0.002873] [CE 3.897 (4.025)] [KD 0.000 (0.000)] +2024-10-11 19:15:06,765 - Train: 13.30% [49900/375300] [39.9/300.0] [batch_t 0.201 (0.243)] [data_t 0.009] [optim_t 0.192] [lr 0.002872] [CE 3.924 (4.026)] [KD 0.000 (0.000)] +2024-10-11 19:15:18,856 - Train: 13.31% [49950/375300] [39.9/300.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002872] [CE 4.403 (4.029)] [KD 0.000 (0.000)] +2024-10-11 19:15:31,037 - Train: 13.32% [50000/375300] [40.0/300.0] [batch_t 0.223 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.002872] [CE 4.066 (4.044)] [KD 0.000 (0.000)] +2024-10-11 19:15:52,110 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 32744] [top5_cnt 43623] [top_all 50000] +2024-10-11 19:15:52,110 - net: 65.488 (87.246) +2024-10-11 19:16:04,686 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 36123] [top5_cnt 45614] [top_all 50000] +2024-10-11 19:16:04,686 - net_E: 72.246 (91.228) +2024-10-11 19:16:04,841 - Max [top1: 65.910 (epoch: 35)] [top1-ema: 72.246 (epoch: 40)] +2024-10-11 19:16:04,841 - ==> Total time: 3:22:47 Eta: 21:58:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:16:13,022 - Train: 13.34% [50050/375300] [40.0/300.0] [batch_t 0.186 (0.285)] [data_t 0.009] [optim_t 0.177] [lr 0.002872] [CE 4.118 (4.136)] [KD 0.000 (0.000)] +2024-10-11 19:16:24,403 - Train: 13.35% [50100/375300] [40.0/300.0] [batch_t 0.188 (0.227)] [data_t 0.009] [optim_t 0.179] [lr 0.002871] [CE 3.940 (4.011)] [KD 0.000 (0.000)] +2024-10-11 19:16:35,874 - Train: 13.36% [50150/375300] [40.1/300.0] [batch_t 0.279 (0.229)] [data_t 0.009] [optim_t 0.271] [lr 0.002871] [CE 3.954 (4.066)] [KD 0.000 (0.000)] +2024-10-11 19:16:48,313 - Train: 13.38% [50200/375300] [40.1/300.0] [batch_t 0.229 (0.249)] [data_t 0.053] [optim_t 0.176] [lr 0.002871] [CE 3.902 (4.009)] [KD 0.000 (0.000)] +2024-10-11 19:17:00,740 - Train: 13.39% [50250/375300] [40.2/300.0] [batch_t 0.220 (0.248)] [data_t 0.046] [optim_t 0.174] [lr 0.002871] [CE 3.837 (4.003)] [KD 0.000 (0.000)] +2024-10-11 19:17:12,805 - Train: 13.40% [50300/375300] [40.2/300.0] [batch_t 0.263 (0.241)] [data_t 0.088] [optim_t 0.175] [lr 0.002870] [CE 4.420 (4.006)] [KD 0.000 (0.000)] +2024-10-11 19:17:25,047 - Train: 13.42% [50350/375300] [40.2/300.0] [batch_t 0.241 (0.245)] [data_t 0.065] [optim_t 0.177] [lr 0.002870] [CE 4.408 (4.032)] [KD 0.000 (0.000)] +2024-10-11 19:17:36,990 - Train: 13.43% [50400/375300] [40.3/300.0] [batch_t 0.266 (0.239)] [data_t 0.093] [optim_t 0.173] [lr 0.002870] [CE 4.420 (4.054)] [KD 0.000 (0.000)] +2024-10-11 19:17:49,014 - Train: 13.44% [50450/375300] [40.3/300.0] [batch_t 0.224 (0.240)] [data_t 0.052] [optim_t 0.173] [lr 0.002870] [CE 3.700 (3.988)] [KD 0.000 (0.000)] +2024-10-11 19:18:01,119 - Train: 13.46% [50500/375300] [40.4/300.0] [batch_t 0.234 (0.242)] [data_t 0.059] [optim_t 0.175] [lr 0.002869] [CE 3.900 (4.050)] [KD 0.000 (0.000)] +2024-10-11 19:18:13,351 - Train: 13.47% [50550/375300] [40.4/300.0] [batch_t 0.325 (0.245)] [data_t 0.062] [optim_t 0.262] [lr 0.002869] [CE 3.872 (4.032)] [KD 0.000 (0.000)] +2024-10-11 19:18:25,183 - Train: 13.48% [50600/375300] [40.4/300.0] [batch_t 0.212 (0.237)] [data_t 0.033] [optim_t 0.179] [lr 0.002869] [CE 4.068 (4.066)] [KD 0.000 (0.000)] +2024-10-11 19:18:36,867 - Train: 13.50% [50650/375300] [40.5/300.0] [batch_t 0.229 (0.234)] [data_t 0.055] [optim_t 0.174] [lr 0.002869] [CE 4.403 (4.083)] [KD 0.000 (0.000)] +2024-10-11 19:18:48,809 - Train: 13.51% [50700/375300] [40.5/300.0] [batch_t 0.210 (0.239)] [data_t 0.034] [optim_t 0.175] [lr 0.002868] [CE 4.368 (4.041)] [KD 0.000 (0.000)] +2024-10-11 19:19:00,758 - Train: 13.52% [50750/375300] [40.6/300.0] [batch_t 0.220 (0.239)] [data_t 0.045] [optim_t 0.175] [lr 0.002868] [CE 4.247 (4.043)] [KD 0.000 (0.000)] +2024-10-11 19:19:12,541 - Train: 13.54% [50800/375300] [40.6/300.0] [batch_t 0.211 (0.236)] [data_t 0.037] [optim_t 0.174] [lr 0.002868] [CE 4.535 (4.059)] [KD 0.000 (0.000)] +2024-10-11 19:19:24,639 - Train: 13.55% [50850/375300] [40.6/300.0] [batch_t 0.254 (0.242)] [data_t 0.082] [optim_t 0.172] [lr 0.002867] [CE 4.294 (4.054)] [KD 0.000 (0.000)] +2024-10-11 19:19:36,573 - Train: 13.56% [50900/375300] [40.7/300.0] [batch_t 0.269 (0.239)] [data_t 0.091] [optim_t 0.178] [lr 0.002867] [CE 4.153 (4.074)] [KD 0.000 (0.000)] +2024-10-11 19:19:48,499 - Train: 13.58% [50950/375300] [40.7/300.0] [batch_t 0.212 (0.238)] [data_t 0.038] [optim_t 0.174] [lr 0.002867] [CE 4.202 (4.066)] [KD 0.000 (0.000)] +2024-10-11 19:20:00,457 - Train: 13.59% [51000/375300] [40.8/300.0] [batch_t 0.242 (0.239)] [data_t 0.066] [optim_t 0.176] [lr 0.002867] [CE 3.781 (4.018)] [KD 0.000 (0.000)] +2024-10-11 19:20:12,220 - Train: 13.60% [51050/375300] [40.8/300.0] [batch_t 0.229 (0.235)] [data_t 0.056] [optim_t 0.173] [lr 0.002866] [CE 4.063 (4.013)] [KD 0.000 (0.000)] +2024-10-11 19:20:24,106 - Train: 13.62% [51100/375300] [40.8/300.0] [batch_t 0.184 (0.238)] [data_t 0.009] [optim_t 0.175] [lr 0.002866] [CE 4.094 (4.024)] [KD 0.000 (0.000)] +2024-10-11 19:20:36,133 - Train: 13.63% [51150/375300] [40.9/300.0] [batch_t 0.222 (0.240)] [data_t 0.048] [optim_t 0.174] [lr 0.002866] [CE 4.206 (4.044)] [KD 0.000 (0.000)] +2024-10-11 19:20:47,965 - Train: 13.64% [51200/375300] [40.9/300.0] [batch_t 0.241 (0.237)] [data_t 0.068] [optim_t 0.173] [lr 0.002866] [CE 4.092 (4.022)] [KD 0.000 (0.000)] +2024-10-11 19:20:59,727 - Train: 13.66% [51250/375300] [41.0/300.0] [batch_t 0.227 (0.235)] [data_t 0.053] [optim_t 0.174] [lr 0.002865] [CE 3.912 (4.081)] [KD 0.000 (0.000)] +2024-10-11 19:21:08,692 - ==> Total time: 3:27:51 Eta: 21:53:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:21:14,805 - Train: 13.67% [51300/375300] [41.0/300.0] [batch_t 0.188 (0.506)] [data_t 0.009] [optim_t 0.179] [lr 0.002865] [CE 4.174 (4.055)] [KD 0.000 (0.000)] +2024-10-11 19:21:25,982 - Train: 13.68% [51350/375300] [41.0/300.0] [batch_t 0.216 (0.223)] [data_t 0.009] [optim_t 0.207] [lr 0.002865] [CE 4.210 (3.986)] [KD 0.000 (0.000)] +2024-10-11 19:21:37,798 - Train: 13.70% [51400/375300] [41.1/300.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002865] [CE 3.837 (4.039)] [KD 0.000 (0.000)] +2024-10-11 19:21:49,674 - Train: 13.71% [51450/375300] [41.1/300.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002864] [CE 3.859 (4.035)] [KD 0.000 (0.000)] +2024-10-11 19:22:01,486 - Train: 13.72% [51500/375300] [41.2/300.0] [batch_t 0.215 (0.236)] [data_t 0.009] [optim_t 0.206] [lr 0.002864] [CE 3.460 (4.022)] [KD 0.000 (0.000)] +2024-10-11 19:22:13,286 - Train: 13.74% [51550/375300] [41.2/300.0] [batch_t 0.277 (0.236)] [data_t 0.009] [optim_t 0.268] [lr 0.002864] [CE 4.245 (4.013)] [KD 0.000 (0.000)] +2024-10-11 19:22:24,997 - Train: 13.75% [51600/375300] [41.2/300.0] [batch_t 0.250 (0.234)] [data_t 0.009] [optim_t 0.241] [lr 0.002864] [CE 4.004 (4.009)] [KD 0.000 (0.000)] +2024-10-11 19:22:36,909 - Train: 13.76% [51650/375300] [41.3/300.0] [batch_t 0.258 (0.238)] [data_t 0.009] [optim_t 0.249] [lr 0.002863] [CE 3.977 (3.984)] [KD 0.000 (0.000)] +2024-10-11 19:22:48,651 - Train: 13.78% [51700/375300] [41.3/300.0] [batch_t 0.215 (0.235)] [data_t 0.009] [optim_t 0.206] [lr 0.002863] [CE 3.907 (3.985)] [KD 0.000 (0.000)] +2024-10-11 19:23:00,711 - Train: 13.79% [51750/375300] [41.4/300.0] [batch_t 0.281 (0.241)] [data_t 0.104] [optim_t 0.178] [lr 0.002863] [CE 4.176 (4.020)] [KD 0.000 (0.000)] +2024-10-11 19:23:12,960 - Train: 13.80% [51800/375300] [41.4/300.0] [batch_t 0.367 (0.245)] [data_t 0.097] [optim_t 0.270] [lr 0.002863] [CE 3.903 (4.078)] [KD 0.000 (0.000)] +2024-10-11 19:23:24,636 - Train: 13.82% [51850/375300] [41.4/300.0] [batch_t 0.238 (0.233)] [data_t 0.059] [optim_t 0.179] [lr 0.002862] [CE 4.018 (4.064)] [KD 0.000 (0.000)] +2024-10-11 19:23:36,517 - Train: 13.83% [51900/375300] [41.5/300.0] [batch_t 0.268 (0.238)] [data_t 0.094] [optim_t 0.174] [lr 0.002862] [CE 4.268 (4.008)] [KD 0.000 (0.000)] +2024-10-11 19:23:48,619 - Train: 13.84% [51950/375300] [41.5/300.0] [batch_t 0.582 (0.242)] [data_t 0.325] [optim_t 0.257] [lr 0.002862] [CE 4.181 (4.044)] [KD 0.000 (0.000)] +2024-10-11 19:24:00,194 - Train: 13.86% [52000/375300] [41.6/300.0] [batch_t 0.247 (0.231)] [data_t 0.009] [optim_t 0.238] [lr 0.002862] [CE 3.966 (4.001)] [KD 0.000 (0.000)] +2024-10-11 19:24:12,395 - Train: 13.87% [52050/375300] [41.6/300.0] [batch_t 0.187 (0.244)] [data_t 0.009] [optim_t 0.178] [lr 0.002861] [CE 3.761 (4.055)] [KD 0.000 (0.000)] +2024-10-11 19:24:24,248 - Train: 13.88% [52100/375300] [41.6/300.0] [batch_t 0.304 (0.237)] [data_t 0.009] [optim_t 0.295] [lr 0.002861] [CE 4.243 (4.079)] [KD 0.000 (0.000)] +2024-10-11 19:24:36,134 - Train: 13.90% [52150/375300] [41.7/300.0] [batch_t 0.261 (0.238)] [data_t 0.009] [optim_t 0.252] [lr 0.002861] [CE 4.179 (4.032)] [KD 0.000 (0.000)] +2024-10-11 19:24:47,999 - Train: 13.91% [52200/375300] [41.7/300.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.002860] [CE 4.145 (4.052)] [KD 0.000 (0.000)] +2024-10-11 19:24:59,936 - Train: 13.92% [52250/375300] [41.8/300.0] [batch_t 0.308 (0.239)] [data_t 0.009] [optim_t 0.299] [lr 0.002860] [CE 4.361 (4.045)] [KD 0.000 (0.000)] +2024-10-11 19:25:11,763 - Train: 13.94% [52300/375300] [41.8/300.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.002860] [CE 3.849 (4.036)] [KD 0.000 (0.000)] +2024-10-11 19:25:23,748 - Train: 13.95% [52350/375300] [41.8/300.0] [batch_t 0.262 (0.240)] [data_t 0.009] [optim_t 0.253] [lr 0.002860] [CE 3.913 (4.073)] [KD 0.000 (0.000)] +2024-10-11 19:25:35,796 - Train: 13.96% [52400/375300] [41.9/300.0] [batch_t 0.275 (0.241)] [data_t 0.009] [optim_t 0.266] [lr 0.002859] [CE 4.023 (4.001)] [KD 0.000 (0.000)] +2024-10-11 19:25:47,469 - Train: 13.98% [52450/375300] [41.9/300.0] [batch_t 0.198 (0.233)] [data_t 0.009] [optim_t 0.189] [lr 0.002859] [CE 4.171 (4.031)] [KD 0.000 (0.000)] +2024-10-11 19:25:59,833 - Train: 13.99% [52500/375300] [42.0/300.0] [batch_t 0.394 (0.247)] [data_t 0.009] [optim_t 0.385] [lr 0.002859] [CE 3.766 (4.075)] [KD 0.000 (0.000)] +2024-10-11 19:26:09,073 - ==> Total time: 3:32:51 Eta: 21:47:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:26:14,545 - Train: 14.00% [52550/375300] [42.0/300.0] [batch_t 0.185 (0.527)] [data_t 0.009] [optim_t 0.177] [lr 0.002859] [CE 4.189 (3.867)] [KD 0.000 (0.000)] +2024-10-11 19:26:25,178 - Train: 14.02% [52600/375300] [42.0/300.0] [batch_t 0.396 (0.213)] [data_t 0.009] [optim_t 0.387] [lr 0.002858] [CE 4.004 (3.986)] [KD 0.000 (0.000)] +2024-10-11 19:26:36,563 - Train: 14.03% [52650/375300] [42.1/300.0] [batch_t 0.184 (0.228)] [data_t 0.009] [optim_t 0.175] [lr 0.002858] [CE 3.909 (4.014)] [KD 0.000 (0.000)] +2024-10-11 19:26:48,605 - Train: 14.04% [52700/375300] [42.1/300.0] [batch_t 0.224 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.002858] [CE 3.851 (4.017)] [KD 0.000 (0.000)] +2024-10-11 19:27:00,484 - Train: 14.06% [52750/375300] [42.2/300.0] [batch_t 0.267 (0.237)] [data_t 0.089] [optim_t 0.178] [lr 0.002858] [CE 4.357 (4.030)] [KD 0.000 (0.000)] +2024-10-11 19:27:12,134 - Train: 14.07% [52800/375300] [42.2/300.0] [batch_t 0.237 (0.233)] [data_t 0.057] [optim_t 0.180] [lr 0.002857] [CE 4.256 (4.022)] [KD 0.000 (0.000)] +2024-10-11 19:27:23,907 - Train: 14.08% [52850/375300] [42.2/300.0] [batch_t 0.247 (0.235)] [data_t 0.072] [optim_t 0.175] [lr 0.002857] [CE 4.007 (4.047)] [KD 0.000 (0.000)] +2024-10-11 19:27:35,567 - Train: 14.10% [52900/375300] [42.3/300.0] [batch_t 0.196 (0.233)] [data_t 0.023] [optim_t 0.172] [lr 0.002857] [CE 3.797 (3.996)] [KD 0.000 (0.000)] +2024-10-11 19:27:47,415 - Train: 14.11% [52950/375300] [42.3/300.0] [batch_t 0.328 (0.237)] [data_t 0.009] [optim_t 0.319] [lr 0.002857] [CE 4.235 (4.012)] [KD 0.000 (0.000)] +2024-10-11 19:27:59,072 - Train: 14.12% [53000/375300] [42.4/300.0] [batch_t 0.251 (0.233)] [data_t 0.074] [optim_t 0.176] [lr 0.002856] [CE 4.260 (4.004)] [KD 0.000 (0.000)] +2024-10-11 19:28:10,309 - Train: 14.14% [53050/375300] [42.4/300.0] [batch_t 0.227 (0.225)] [data_t 0.050] [optim_t 0.177] [lr 0.002856] [CE 4.081 (4.033)] [KD 0.000 (0.000)] +2024-10-11 19:28:21,816 - Train: 14.15% [53100/375300] [42.4/300.0] [batch_t 0.256 (0.230)] [data_t 0.082] [optim_t 0.175] [lr 0.002856] [CE 4.279 (4.004)] [KD 0.000 (0.000)] +2024-10-11 19:28:33,162 - Train: 14.16% [53150/375300] [42.5/300.0] [batch_t 0.188 (0.227)] [data_t 0.009] [optim_t 0.179] [lr 0.002855] [CE 3.652 (4.035)] [KD 0.000 (0.000)] +2024-10-11 19:28:44,533 - Train: 14.18% [53200/375300] [42.5/300.0] [batch_t 0.264 (0.227)] [data_t 0.088] [optim_t 0.176] [lr 0.002855] [CE 4.165 (4.036)] [KD 0.000 (0.000)] +2024-10-11 19:28:55,879 - Train: 14.19% [53250/375300] [42.6/300.0] [batch_t 0.223 (0.227)] [data_t 0.050] [optim_t 0.173] [lr 0.002855] [CE 4.407 (4.031)] [KD 0.000 (0.000)] +2024-10-11 19:29:07,524 - Train: 14.20% [53300/375300] [42.6/300.0] [batch_t 0.234 (0.233)] [data_t 0.058] [optim_t 0.176] [lr 0.002855] [CE 4.159 (4.052)] [KD 0.000 (0.000)] +2024-10-11 19:29:19,225 - Train: 14.22% [53350/375300] [42.6/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.002854] [CE 4.019 (4.054)] [KD 0.000 (0.000)] +2024-10-11 19:29:30,577 - Train: 14.23% [53400/375300] [42.7/300.0] [batch_t 0.208 (0.227)] [data_t 0.028] [optim_t 0.181] [lr 0.002854] [CE 4.110 (4.003)] [KD 0.000 (0.000)] +2024-10-11 19:29:42,356 - Train: 14.24% [53450/375300] [42.7/300.0] [batch_t 0.233 (0.235)] [data_t 0.056] [optim_t 0.177] [lr 0.002854] [CE 3.973 (4.005)] [KD 0.000 (0.000)] +2024-10-11 19:29:54,140 - Train: 14.26% [53500/375300] [42.8/300.0] [batch_t 0.487 (0.236)] [data_t 0.313] [optim_t 0.174] [lr 0.002854] [CE 3.718 (4.055)] [KD 0.000 (0.000)] +2024-10-11 19:30:05,272 - Train: 14.27% [53550/375300] [42.8/300.0] [batch_t 0.186 (0.223)] [data_t 0.009] [optim_t 0.177] [lr 0.002853] [CE 4.121 (4.064)] [KD 0.000 (0.000)] +2024-10-11 19:30:17,093 - Train: 14.28% [53600/375300] [42.8/300.0] [batch_t 0.184 (0.236)] [data_t 0.009] [optim_t 0.175] [lr 0.002853] [CE 3.760 (4.033)] [KD 0.000 (0.000)] +2024-10-11 19:30:28,846 - Train: 14.30% [53650/375300] [42.9/300.0] [batch_t 0.239 (0.235)] [data_t 0.064] [optim_t 0.175] [lr 0.002853] [CE 3.987 (4.000)] [KD 0.000 (0.000)] +2024-10-11 19:30:40,830 - Train: 14.31% [53700/375300] [42.9/300.0] [batch_t 0.263 (0.240)] [data_t 0.088] [optim_t 0.175] [lr 0.002852] [CE 4.251 (4.057)] [KD 0.000 (0.000)] +2024-10-11 19:30:51,956 - Train: 14.32% [53750/375300] [43.0/300.0] [batch_t 0.193 (0.222)] [data_t 0.009] [optim_t 0.184] [lr 0.002852] [CE 3.961 (4.007)] [KD 0.000 (0.000)] +2024-10-11 19:31:01,320 - ==> Total time: 3:37:44 Eta: 21:41:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:31:08,453 - Train: 14.34% [53800/375300] [43.0/300.0] [batch_t 0.183 (0.354)] [data_t 0.009] [optim_t 0.174] [lr 0.002852] [CE 3.755 (3.950)] [KD 0.000 (0.000)] +2024-10-11 19:31:19,162 - Train: 14.35% [53850/375300] [43.0/300.0] [batch_t 0.195 (0.214)] [data_t 0.009] [optim_t 0.186] [lr 0.002852] [CE 3.992 (3.982)] [KD 0.000 (0.000)] +2024-10-11 19:31:30,503 - Train: 14.36% [53900/375300] [43.1/300.0] [batch_t 0.189 (0.227)] [data_t 0.009] [optim_t 0.180] [lr 0.002851] [CE 4.363 (4.034)] [KD 0.000 (0.000)] +2024-10-11 19:31:42,109 - Train: 14.38% [53950/375300] [43.1/300.0] [batch_t 0.245 (0.232)] [data_t 0.009] [optim_t 0.236] [lr 0.002851] [CE 3.642 (4.029)] [KD 0.000 (0.000)] +2024-10-11 19:31:53,671 - Train: 14.39% [54000/375300] [43.2/300.0] [batch_t 0.231 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.002851] [CE 3.912 (4.030)] [KD 0.000 (0.000)] +2024-10-11 19:32:05,165 - Train: 14.40% [54050/375300] [43.2/300.0] [batch_t 0.205 (0.230)] [data_t 0.009] [optim_t 0.197] [lr 0.002851] [CE 3.963 (4.067)] [KD 0.000 (0.000)] +2024-10-11 19:32:16,807 - Train: 14.42% [54100/375300] [43.2/300.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.002850] [CE 3.831 (4.009)] [KD 0.000 (0.000)] +2024-10-11 19:32:28,312 - Train: 14.43% [54150/375300] [43.3/300.0] [batch_t 0.263 (0.230)] [data_t 0.009] [optim_t 0.254] [lr 0.002850] [CE 4.087 (4.035)] [KD 0.000 (0.000)] +2024-10-11 19:32:39,895 - Train: 14.44% [54200/375300] [43.3/300.0] [batch_t 0.270 (0.232)] [data_t 0.009] [optim_t 0.261] [lr 0.002850] [CE 3.932 (3.988)] [KD 0.000 (0.000)] +2024-10-11 19:32:51,614 - Train: 14.46% [54250/375300] [43.4/300.0] [batch_t 0.242 (0.234)] [data_t 0.009] [optim_t 0.233] [lr 0.002849] [CE 3.784 (4.035)] [KD 0.000 (0.000)] +2024-10-11 19:33:03,360 - Train: 14.47% [54300/375300] [43.4/300.0] [batch_t 0.281 (0.235)] [data_t 0.009] [optim_t 0.272] [lr 0.002849] [CE 3.910 (4.004)] [KD 0.000 (0.000)] +2024-10-11 19:33:15,271 - Train: 14.48% [54350/375300] [43.4/300.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.002849] [CE 3.912 (4.012)] [KD 0.000 (0.000)] +2024-10-11 19:33:27,239 - Train: 14.50% [54400/375300] [43.5/300.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.002849] [CE 3.907 (4.046)] [KD 0.000 (0.000)] +2024-10-11 19:33:39,446 - Train: 14.51% [54450/375300] [43.5/300.0] [batch_t 0.193 (0.244)] [data_t 0.009] [optim_t 0.184] [lr 0.002848] [CE 4.205 (4.048)] [KD 0.000 (0.000)] +2024-10-11 19:33:51,241 - Train: 14.52% [54500/375300] [43.6/300.0] [batch_t 0.249 (0.236)] [data_t 0.009] [optim_t 0.240] [lr 0.002848] [CE 4.058 (4.039)] [KD 0.000 (0.000)] +2024-10-11 19:34:03,243 - Train: 14.54% [54550/375300] [43.6/300.0] [batch_t 0.193 (0.240)] [data_t 0.009] [optim_t 0.184] [lr 0.002848] [CE 4.228 (4.046)] [KD 0.000 (0.000)] +2024-10-11 19:34:15,020 - Train: 14.55% [54600/375300] [43.6/300.0] [batch_t 0.210 (0.235)] [data_t 0.009] [optim_t 0.201] [lr 0.002848] [CE 4.183 (4.061)] [KD 0.000 (0.000)] +2024-10-11 19:34:26,995 - Train: 14.56% [54650/375300] [43.7/300.0] [batch_t 0.250 (0.239)] [data_t 0.009] [optim_t 0.241] [lr 0.002847] [CE 4.268 (4.021)] [KD 0.000 (0.000)] +2024-10-11 19:34:39,161 - Train: 14.58% [54700/375300] [43.7/300.0] [batch_t 0.283 (0.243)] [data_t 0.009] [optim_t 0.274] [lr 0.002847] [CE 3.955 (4.021)] [KD 0.000 (0.000)] +2024-10-11 19:34:51,030 - Train: 14.59% [54750/375300] [43.8/300.0] [batch_t 0.210 (0.237)] [data_t 0.009] [optim_t 0.201] [lr 0.002847] [CE 4.357 (3.998)] [KD 0.000 (0.000)] +2024-10-11 19:35:03,457 - Train: 14.60% [54800/375300] [43.8/300.0] [batch_t 0.306 (0.248)] [data_t 0.009] [optim_t 0.297] [lr 0.002846] [CE 3.865 (4.007)] [KD 0.000 (0.000)] +2024-10-11 19:35:15,506 - Train: 14.61% [54850/375300] [43.8/300.0] [batch_t 0.261 (0.241)] [data_t 0.009] [optim_t 0.252] [lr 0.002846] [CE 3.864 (4.044)] [KD 0.000 (0.000)] +2024-10-11 19:35:27,663 - Train: 14.63% [54900/375300] [43.9/300.0] [batch_t 0.275 (0.243)] [data_t 0.009] [optim_t 0.266] [lr 0.002846] [CE 3.725 (3.994)] [KD 0.000 (0.000)] +2024-10-11 19:35:39,548 - Train: 14.64% [54950/375300] [43.9/300.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002846] [CE 3.865 (4.005)] [KD 0.000 (0.000)] +2024-10-11 19:35:51,551 - Train: 14.65% [55000/375300] [44.0/300.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.002845] [CE 3.776 (3.965)] [KD 0.000 (0.000)] +2024-10-11 19:36:01,272 - ==> Total time: 3:42:43 Eta: 21:35:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:36:06,121 - Train: 14.67% [55050/375300] [44.0/300.0] [batch_t 0.184 (0.579)] [data_t 0.009] [optim_t 0.175] [lr 0.002845] [CE 3.922 (4.093)] [KD 0.000 (0.000)] +2024-10-11 19:36:16,752 - Train: 14.68% [55100/375300] [44.0/300.0] [batch_t 0.389 (0.212)] [data_t 0.009] [optim_t 0.380] [lr 0.002845] [CE 3.985 (4.028)] [KD 0.000 (0.000)] +2024-10-11 19:36:28,229 - Train: 14.69% [55150/375300] [44.1/300.0] [batch_t 0.246 (0.229)] [data_t 0.009] [optim_t 0.237] [lr 0.002845] [CE 3.809 (3.971)] [KD 0.000 (0.000)] +2024-10-11 19:36:39,960 - Train: 14.71% [55200/375300] [44.1/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.177] [lr 0.002844] [CE 3.703 (4.051)] [KD 0.000 (0.000)] +2024-10-11 19:36:51,565 - Train: 14.72% [55250/375300] [44.2/300.0] [batch_t 0.215 (0.232)] [data_t 0.009] [optim_t 0.206] [lr 0.002844] [CE 3.863 (4.006)] [KD 0.000 (0.000)] +2024-10-11 19:37:03,132 - Train: 14.73% [55300/375300] [44.2/300.0] [batch_t 0.228 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.002844] [CE 4.046 (4.024)] [KD 0.000 (0.000)] +2024-10-11 19:37:15,057 - Train: 14.75% [55350/375300] [44.2/300.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.002843] [CE 4.084 (4.021)] [KD 0.000 (0.000)] +2024-10-11 19:37:26,713 - Train: 14.76% [55400/375300] [44.3/300.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.002843] [CE 3.896 (4.060)] [KD 0.000 (0.000)] +2024-10-11 19:37:38,456 - Train: 14.77% [55450/375300] [44.3/300.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.002843] [CE 4.041 (4.083)] [KD 0.000 (0.000)] +2024-10-11 19:37:50,039 - Train: 14.79% [55500/375300] [44.4/300.0] [batch_t 0.201 (0.232)] [data_t 0.009] [optim_t 0.193] [lr 0.002843] [CE 3.839 (3.987)] [KD 0.000 (0.000)] +2024-10-11 19:38:01,844 - Train: 14.80% [55550/375300] [44.4/300.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.002842] [CE 4.061 (4.038)] [KD 0.000 (0.000)] +2024-10-11 19:38:13,637 - Train: 14.81% [55600/375300] [44.4/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002842] [CE 4.051 (4.006)] [KD 0.000 (0.000)] +2024-10-11 19:38:25,669 - Train: 14.83% [55650/375300] [44.5/300.0] [batch_t 0.254 (0.241)] [data_t 0.009] [optim_t 0.245] [lr 0.002842] [CE 4.201 (3.986)] [KD 0.000 (0.000)] +2024-10-11 19:38:37,399 - Train: 14.84% [55700/375300] [44.5/300.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002841] [CE 3.920 (4.046)] [KD 0.000 (0.000)] +2024-10-11 19:38:49,325 - Train: 14.85% [55750/375300] [44.6/300.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002841] [CE 4.033 (3.993)] [KD 0.000 (0.000)] +2024-10-11 19:39:01,024 - Train: 14.87% [55800/375300] [44.6/300.0] [batch_t 0.186 (0.234)] [data_t 0.009] [optim_t 0.177] [lr 0.002841] [CE 3.957 (3.942)] [KD 0.000 (0.000)] +2024-10-11 19:39:12,690 - Train: 14.88% [55850/375300] [44.6/300.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.002841] [CE 3.576 (4.017)] [KD 0.000 (0.000)] +2024-10-11 19:39:24,511 - Train: 14.89% [55900/375300] [44.7/300.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002840] [CE 3.636 (3.977)] [KD 0.000 (0.000)] +2024-10-11 19:39:36,704 - Train: 14.91% [55950/375300] [44.7/300.0] [batch_t 0.271 (0.244)] [data_t 0.009] [optim_t 0.262] [lr 0.002840] [CE 4.091 (3.999)] [KD 0.000 (0.000)] +2024-10-11 19:39:48,793 - Train: 14.92% [56000/375300] [44.8/300.0] [batch_t 0.184 (0.242)] [data_t 0.009] [optim_t 0.175] [lr 0.002840] [CE 4.046 (4.024)] [KD 0.000 (0.000)] +2024-10-11 19:40:00,354 - Train: 14.93% [56050/375300] [44.8/300.0] [batch_t 0.192 (0.231)] [data_t 0.009] [optim_t 0.183] [lr 0.002840] [CE 4.017 (4.006)] [KD 0.000 (0.000)] +2024-10-11 19:40:12,394 - Train: 14.95% [56100/375300] [44.8/300.0] [batch_t 0.295 (0.241)] [data_t 0.009] [optim_t 0.286] [lr 0.002839] [CE 4.250 (3.993)] [KD 0.000 (0.000)] +2024-10-11 19:40:24,074 - Train: 14.96% [56150/375300] [44.9/300.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.002839] [CE 3.834 (4.026)] [KD 0.000 (0.000)] +2024-10-11 19:40:35,989 - Train: 14.97% [56200/375300] [44.9/300.0] [batch_t 0.184 (0.238)] [data_t 0.009] [optim_t 0.175] [lr 0.002839] [CE 4.185 (4.071)] [KD 0.000 (0.000)] +2024-10-11 19:40:47,334 - Train: 14.99% [56250/375300] [45.0/300.0] [batch_t 0.213 (0.227)] [data_t 0.009] [optim_t 0.204] [lr 0.002838] [CE 3.972 (4.034)] [KD 0.000 (0.000)] +2024-10-11 19:41:09,526 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 33371] [top5_cnt 44075] [top_all 50000] +2024-10-11 19:41:09,526 - net: 66.742 (88.150) +2024-10-11 19:41:21,766 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 36487] [top5_cnt 45831] [top_all 50000] +2024-10-11 19:41:21,767 - net_E: 72.974 (91.662) +2024-10-11 19:41:21,915 - Max [top1: 66.742 (epoch: 45)] [top1-ema: 72.974 (epoch: 45)] +2024-10-11 19:41:21,916 - ==> Total time: 3:48:04 Eta: 21:32:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:41:30,317 - Train: 15.00% [56300/375300] [45.0/300.0] [batch_t 0.183 (0.392)] [data_t 0.009] [optim_t 0.175] [lr 0.002838] [CE 3.833 (3.915)] [KD 0.000 (0.000)] +2024-10-11 19:41:40,822 - Train: 15.01% [56350/375300] [45.0/300.0] [batch_t 0.187 (0.210)] [data_t 0.009] [optim_t 0.178] [lr 0.002838] [CE 4.352 (4.002)] [KD 0.000 (0.000)] +2024-10-11 19:41:52,597 - Train: 15.03% [56400/375300] [45.1/300.0] [batch_t 0.409 (0.235)] [data_t 0.009] [optim_t 0.400] [lr 0.002838] [CE 4.174 (4.015)] [KD 0.000 (0.000)] +2024-10-11 19:42:04,202 - Train: 15.04% [56450/375300] [45.1/300.0] [batch_t 0.272 (0.232)] [data_t 0.009] [optim_t 0.263] [lr 0.002837] [CE 4.055 (4.030)] [KD 0.000 (0.000)] +2024-10-11 19:42:16,009 - Train: 15.05% [56500/375300] [45.2/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002837] [CE 3.880 (4.047)] [KD 0.000 (0.000)] +2024-10-11 19:42:27,995 - Train: 15.07% [56550/375300] [45.2/300.0] [batch_t 0.272 (0.240)] [data_t 0.009] [optim_t 0.263] [lr 0.002837] [CE 4.009 (3.967)] [KD 0.000 (0.000)] +2024-10-11 19:42:39,696 - Train: 15.08% [56600/375300] [45.2/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.002836] [CE 4.050 (4.011)] [KD 0.000 (0.000)] +2024-10-11 19:42:51,504 - Train: 15.09% [56650/375300] [45.3/300.0] [batch_t 0.188 (0.236)] [data_t 0.009] [optim_t 0.179] [lr 0.002836] [CE 4.196 (4.038)] [KD 0.000 (0.000)] +2024-10-11 19:43:03,340 - Train: 15.11% [56700/375300] [45.3/300.0] [batch_t 0.192 (0.237)] [data_t 0.009] [optim_t 0.183] [lr 0.002836] [CE 4.058 (3.975)] [KD 0.000 (0.000)] +2024-10-11 19:43:15,169 - Train: 15.12% [56750/375300] [45.4/300.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.002836] [CE 3.869 (4.000)] [KD 0.000 (0.000)] +2024-10-11 19:43:27,109 - Train: 15.13% [56800/375300] [45.4/300.0] [batch_t 0.181 (0.239)] [data_t 0.009] [optim_t 0.172] [lr 0.002835] [CE 4.118 (4.006)] [KD 0.000 (0.000)] +2024-10-11 19:43:38,688 - Train: 15.15% [56850/375300] [45.4/300.0] [batch_t 0.187 (0.231)] [data_t 0.009] [optim_t 0.178] [lr 0.002835] [CE 4.138 (4.051)] [KD 0.000 (0.000)] +2024-10-11 19:43:51,012 - Train: 15.16% [56900/375300] [45.5/300.0] [batch_t 0.186 (0.246)] [data_t 0.009] [optim_t 0.177] [lr 0.002835] [CE 4.299 (3.976)] [KD 0.000 (0.000)] +2024-10-11 19:44:02,906 - Train: 15.17% [56950/375300] [45.5/300.0] [batch_t 0.207 (0.238)] [data_t 0.009] [optim_t 0.198] [lr 0.002834] [CE 3.632 (3.932)] [KD 0.000 (0.000)] +2024-10-11 19:44:14,991 - Train: 15.19% [57000/375300] [45.6/300.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.002834] [CE 4.230 (4.039)] [KD 0.000 (0.000)] +2024-10-11 19:44:26,996 - Train: 15.20% [57050/375300] [45.6/300.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002834] [CE 3.753 (4.016)] [KD 0.000 (0.000)] +2024-10-11 19:44:38,840 - Train: 15.21% [57100/375300] [45.6/300.0] [batch_t 0.183 (0.237)] [data_t 0.009] [optim_t 0.174] [lr 0.002834] [CE 3.732 (4.064)] [KD 0.000 (0.000)] +2024-10-11 19:44:50,995 - Train: 15.23% [57150/375300] [45.7/300.0] [batch_t 0.189 (0.243)] [data_t 0.009] [optim_t 0.180] [lr 0.002833] [CE 4.486 (4.018)] [KD 0.000 (0.000)] +2024-10-11 19:45:02,692 - Train: 15.24% [57200/375300] [45.7/300.0] [batch_t 0.198 (0.234)] [data_t 0.009] [optim_t 0.189] [lr 0.002833] [CE 3.867 (4.057)] [KD 0.000 (0.000)] +2024-10-11 19:45:14,818 - Train: 15.25% [57250/375300] [45.8/300.0] [batch_t 0.221 (0.242)] [data_t 0.009] [optim_t 0.212] [lr 0.002833] [CE 4.228 (4.031)] [KD 0.000 (0.000)] +2024-10-11 19:45:26,684 - Train: 15.27% [57300/375300] [45.8/300.0] [batch_t 0.189 (0.237)] [data_t 0.009] [optim_t 0.180] [lr 0.002832] [CE 4.320 (4.047)] [KD 0.000 (0.000)] +2024-10-11 19:45:38,609 - Train: 15.28% [57350/375300] [45.8/300.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.002832] [CE 3.942 (4.009)] [KD 0.000 (0.000)] +2024-10-11 19:45:50,399 - Train: 15.29% [57400/375300] [45.9/300.0] [batch_t 0.188 (0.236)] [data_t 0.009] [optim_t 0.179] [lr 0.002832] [CE 3.900 (4.015)] [KD 0.000 (0.000)] +2024-10-11 19:46:02,623 - Train: 15.31% [57450/375300] [45.9/300.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.002832] [CE 3.659 (4.051)] [KD 0.000 (0.000)] +2024-10-11 19:46:14,552 - Train: 15.32% [57500/375300] [46.0/300.0] [batch_t 0.225 (0.238)] [data_t 0.009] [optim_t 0.216] [lr 0.002831] [CE 4.347 (4.036)] [KD 0.000 (0.000)] +2024-10-11 19:46:24,737 - ==> Total time: 3:53:07 Eta: 21:27:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:46:29,530 - Train: 15.33% [57550/375300] [46.0/300.0] [batch_t 0.185 (0.781)] [data_t 0.009] [optim_t 0.176] [lr 0.002831] [CE 4.093 (4.106)] [KD 0.000 (0.000)] +2024-10-11 19:46:39,811 - Train: 15.35% [57600/375300] [46.0/300.0] [batch_t 0.187 (0.206)] [data_t 0.009] [optim_t 0.179] [lr 0.002831] [CE 3.776 (3.984)] [KD 0.000 (0.000)] +2024-10-11 19:46:51,463 - Train: 15.36% [57650/375300] [46.1/300.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.002830] [CE 3.850 (4.069)] [KD 0.000 (0.000)] +2024-10-11 19:47:03,101 - Train: 15.37% [57700/375300] [46.1/300.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.002830] [CE 3.600 (4.058)] [KD 0.000 (0.000)] +2024-10-11 19:47:15,385 - Train: 15.39% [57750/375300] [46.2/300.0] [batch_t 0.257 (0.246)] [data_t 0.009] [optim_t 0.248] [lr 0.002830] [CE 4.247 (4.003)] [KD 0.000 (0.000)] +2024-10-11 19:47:27,301 - Train: 15.40% [57800/375300] [46.2/300.0] [batch_t 0.193 (0.238)] [data_t 0.009] [optim_t 0.185] [lr 0.002830] [CE 3.873 (4.021)] [KD 0.000 (0.000)] +2024-10-11 19:47:39,469 - Train: 15.41% [57850/375300] [46.2/300.0] [batch_t 0.253 (0.243)] [data_t 0.009] [optim_t 0.244] [lr 0.002829] [CE 4.182 (3.996)] [KD 0.000 (0.000)] +2024-10-11 19:47:51,583 - Train: 15.43% [57900/375300] [46.3/300.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002829] [CE 4.045 (4.009)] [KD 0.000 (0.000)] +2024-10-11 19:48:03,542 - Train: 15.44% [57950/375300] [46.3/300.0] [batch_t 0.251 (0.239)] [data_t 0.009] [optim_t 0.243] [lr 0.002829] [CE 3.774 (4.008)] [KD 0.000 (0.000)] +2024-10-11 19:48:15,552 - Train: 15.45% [58000/375300] [46.4/300.0] [batch_t 0.260 (0.240)] [data_t 0.009] [optim_t 0.251] [lr 0.002828] [CE 4.019 (4.011)] [KD 0.000 (0.000)] +2024-10-11 19:48:27,481 - Train: 15.47% [58050/375300] [46.4/300.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.002828] [CE 3.928 (4.010)] [KD 0.000 (0.000)] +2024-10-11 19:48:39,532 - Train: 15.48% [58100/375300] [46.4/300.0] [batch_t 0.281 (0.241)] [data_t 0.009] [optim_t 0.273] [lr 0.002828] [CE 4.149 (4.025)] [KD 0.000 (0.000)] +2024-10-11 19:48:51,479 - Train: 15.49% [58150/375300] [46.5/300.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.002828] [CE 4.359 (4.044)] [KD 0.000 (0.000)] +2024-10-11 19:49:03,874 - Train: 15.51% [58200/375300] [46.5/300.0] [batch_t 0.280 (0.248)] [data_t 0.009] [optim_t 0.272] [lr 0.002827] [CE 3.913 (4.005)] [KD 0.000 (0.000)] +2024-10-11 19:49:15,888 - Train: 15.52% [58250/375300] [46.6/300.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.218] [lr 0.002827] [CE 4.176 (3.990)] [KD 0.000 (0.000)] +2024-10-11 19:49:28,048 - Train: 15.53% [58300/375300] [46.6/300.0] [batch_t 0.225 (0.243)] [data_t 0.009] [optim_t 0.216] [lr 0.002827] [CE 3.972 (4.006)] [KD 0.000 (0.000)] +2024-10-11 19:49:40,331 - Train: 15.55% [58350/375300] [46.6/300.0] [batch_t 0.217 (0.246)] [data_t 0.009] [optim_t 0.209] [lr 0.002826] [CE 3.977 (4.049)] [KD 0.000 (0.000)] +2024-10-11 19:49:52,516 - Train: 15.56% [58400/375300] [46.7/300.0] [batch_t 0.187 (0.244)] [data_t 0.009] [optim_t 0.179] [lr 0.002826] [CE 4.176 (4.049)] [KD 0.000 (0.000)] +2024-10-11 19:50:04,938 - Train: 15.57% [58450/375300] [46.7/300.0] [batch_t 0.229 (0.248)] [data_t 0.009] [optim_t 0.220] [lr 0.002826] [CE 3.702 (4.016)] [KD 0.000 (0.000)] +2024-10-11 19:50:16,915 - Train: 15.59% [58500/375300] [46.8/300.0] [batch_t 0.186 (0.239)] [data_t 0.009] [optim_t 0.177] [lr 0.002825] [CE 4.199 (3.993)] [KD 0.000 (0.000)] +2024-10-11 19:50:28,790 - Train: 15.60% [58550/375300] [46.8/300.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002825] [CE 4.513 (4.049)] [KD 0.000 (0.000)] +2024-10-11 19:50:40,893 - Train: 15.61% [58600/375300] [46.8/300.0] [batch_t 0.332 (0.242)] [data_t 0.009] [optim_t 0.323] [lr 0.002825] [CE 3.615 (3.982)] [KD 0.000 (0.000)] +2024-10-11 19:50:52,776 - Train: 15.63% [58650/375300] [46.9/300.0] [batch_t 0.208 (0.238)] [data_t 0.009] [optim_t 0.199] [lr 0.002825] [CE 3.984 (3.997)] [KD 0.000 (0.000)] +2024-10-11 19:51:04,819 - Train: 15.64% [58700/375300] [46.9/300.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.002824] [CE 3.854 (4.030)] [KD 0.000 (0.000)] +2024-10-11 19:51:16,637 - Train: 15.65% [58750/375300] [47.0/300.0] [batch_t 0.247 (0.236)] [data_t 0.009] [optim_t 0.238] [lr 0.002824] [CE 4.306 (4.065)] [KD 0.000 (0.000)] +2024-10-11 19:51:27,036 - ==> Total time: 3:58:09 Eta: 21:22:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:51:31,764 - Train: 15.67% [58800/375300] [47.0/300.0] [batch_t 0.189 (1.020)] [data_t 0.009] [optim_t 0.181] [lr 0.002824] [CE 3.725 (3.901)] [KD 0.000 (0.000)] +2024-10-11 19:51:41,938 - Train: 15.68% [58850/375300] [47.0/300.0] [batch_t 0.214 (0.203)] [data_t 0.009] [optim_t 0.205] [lr 0.002823] [CE 4.044 (4.001)] [KD 0.000 (0.000)] +2024-10-11 19:51:53,825 - Train: 15.69% [58900/375300] [47.1/300.0] [batch_t 0.412 (0.238)] [data_t 0.009] [optim_t 0.403] [lr 0.002823] [CE 3.746 (4.025)] [KD 0.000 (0.000)] +2024-10-11 19:52:05,188 - Train: 15.71% [58950/375300] [47.1/300.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.207] [lr 0.002823] [CE 4.238 (4.041)] [KD 0.000 (0.000)] +2024-10-11 19:52:16,784 - Train: 15.72% [59000/375300] [47.2/300.0] [batch_t 0.263 (0.232)] [data_t 0.009] [optim_t 0.255] [lr 0.002823] [CE 4.014 (4.000)] [KD 0.000 (0.000)] +2024-10-11 19:52:28,606 - Train: 15.73% [59050/375300] [47.2/300.0] [batch_t 0.185 (0.236)] [data_t 0.009] [optim_t 0.176] [lr 0.002822] [CE 3.894 (4.036)] [KD 0.000 (0.000)] +2024-10-11 19:52:40,006 - Train: 15.75% [59100/375300] [47.2/300.0] [batch_t 0.216 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.002822] [CE 3.771 (3.987)] [KD 0.000 (0.000)] +2024-10-11 19:52:52,260 - Train: 15.76% [59150/375300] [47.3/300.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.251] [lr 0.002822] [CE 3.795 (3.984)] [KD 0.000 (0.000)] +2024-10-11 19:53:04,239 - Train: 15.77% [59200/375300] [47.3/300.0] [batch_t 0.212 (0.239)] [data_t 0.009] [optim_t 0.203] [lr 0.002821] [CE 3.675 (3.995)] [KD 0.000 (0.000)] +2024-10-11 19:53:15,979 - Train: 15.79% [59250/375300] [47.4/300.0] [batch_t 0.260 (0.235)] [data_t 0.009] [optim_t 0.252] [lr 0.002821] [CE 4.040 (4.030)] [KD 0.000 (0.000)] +2024-10-11 19:53:28,298 - Train: 15.80% [59300/375300] [47.4/300.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.002821] [CE 4.083 (3.964)] [KD 0.000 (0.000)] +2024-10-11 19:53:40,677 - Train: 15.81% [59350/375300] [47.4/300.0] [batch_t 0.227 (0.247)] [data_t 0.009] [optim_t 0.218] [lr 0.002820] [CE 3.751 (4.016)] [KD 0.000 (0.000)] +2024-10-11 19:53:52,438 - Train: 15.83% [59400/375300] [47.5/300.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002820] [CE 3.909 (3.971)] [KD 0.000 (0.000)] +2024-10-11 19:54:04,382 - Train: 15.84% [59450/375300] [47.5/300.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002820] [CE 4.432 (4.016)] [KD 0.000 (0.000)] +2024-10-11 19:54:16,398 - Train: 15.85% [59500/375300] [47.6/300.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.002820] [CE 4.112 (4.045)] [KD 0.000 (0.000)] +2024-10-11 19:54:28,515 - Train: 15.87% [59550/375300] [47.6/300.0] [batch_t 0.262 (0.242)] [data_t 0.009] [optim_t 0.253] [lr 0.002819] [CE 3.956 (3.994)] [KD 0.000 (0.000)] +2024-10-11 19:54:40,565 - Train: 15.88% [59600/375300] [47.6/300.0] [batch_t 0.252 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.002819] [CE 4.245 (4.033)] [KD 0.000 (0.000)] +2024-10-11 19:54:52,656 - Train: 15.89% [59650/375300] [47.7/300.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002819] [CE 3.996 (3.965)] [KD 0.000 (0.000)] +2024-10-11 19:55:04,876 - Train: 15.91% [59700/375300] [47.7/300.0] [batch_t 0.187 (0.244)] [data_t 0.009] [optim_t 0.178] [lr 0.002818] [CE 3.773 (4.020)] [KD 0.000 (0.000)] +2024-10-11 19:55:16,965 - Train: 15.92% [59750/375300] [47.8/300.0] [batch_t 0.249 (0.242)] [data_t 0.009] [optim_t 0.240] [lr 0.002818] [CE 4.245 (4.028)] [KD 0.000 (0.000)] +2024-10-11 19:55:29,100 - Train: 15.93% [59800/375300] [47.8/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.177] [lr 0.002818] [CE 4.126 (4.003)] [KD 0.000 (0.000)] +2024-10-11 19:55:41,006 - Train: 15.95% [59850/375300] [47.8/300.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.002818] [CE 3.710 (3.976)] [KD 0.000 (0.000)] +2024-10-11 19:55:52,883 - Train: 15.96% [59900/375300] [47.9/300.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.002817] [CE 3.740 (3.989)] [KD 0.000 (0.000)] +2024-10-11 19:56:04,870 - Train: 15.97% [59950/375300] [47.9/300.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002817] [CE 3.995 (4.029)] [KD 0.000 (0.000)] +2024-10-11 19:56:16,902 - Train: 15.99% [60000/375300] [48.0/300.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.002817] [CE 3.997 (4.014)] [KD 0.000 (0.000)] +2024-10-11 19:56:27,719 - ==> Total time: 4:03:10 Eta: 21:16:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 19:56:31,569 - Train: 16.00% [60050/375300] [48.0/300.0] [batch_t 0.197 (1.328)] [data_t 0.009] [optim_t 0.188] [lr 0.002816] [CE 4.321 (4.161)] [KD 0.000 (0.000)] +2024-10-11 19:56:42,152 - Train: 16.01% [60100/375300] [48.0/300.0] [batch_t 0.214 (0.212)] [data_t 0.009] [optim_t 0.205] [lr 0.002816] [CE 4.022 (4.022)] [KD 0.000 (0.000)] +2024-10-11 19:56:53,578 - Train: 16.03% [60150/375300] [48.1/300.0] [batch_t 0.207 (0.228)] [data_t 0.009] [optim_t 0.198] [lr 0.002816] [CE 3.940 (4.054)] [KD 0.000 (0.000)] +2024-10-11 19:57:05,479 - Train: 16.04% [60200/375300] [48.1/300.0] [batch_t 0.375 (0.238)] [data_t 0.009] [optim_t 0.366] [lr 0.002815] [CE 3.678 (4.004)] [KD 0.000 (0.000)] +2024-10-11 19:57:16,989 - Train: 16.05% [60250/375300] [48.2/300.0] [batch_t 0.186 (0.230)] [data_t 0.009] [optim_t 0.178] [lr 0.002815] [CE 3.776 (4.001)] [KD 0.000 (0.000)] +2024-10-11 19:57:28,690 - Train: 16.07% [60300/375300] [48.2/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.002815] [CE 4.074 (3.988)] [KD 0.000 (0.000)] +2024-10-11 19:57:40,214 - Train: 16.08% [60350/375300] [48.2/300.0] [batch_t 0.211 (0.230)] [data_t 0.009] [optim_t 0.202] [lr 0.002815] [CE 4.203 (4.026)] [KD 0.000 (0.000)] +2024-10-11 19:57:52,090 - Train: 16.09% [60400/375300] [48.3/300.0] [batch_t 0.257 (0.237)] [data_t 0.009] [optim_t 0.248] [lr 0.002814] [CE 3.953 (4.015)] [KD 0.000 (0.000)] +2024-10-11 19:58:03,942 - Train: 16.11% [60450/375300] [48.3/300.0] [batch_t 0.196 (0.237)] [data_t 0.009] [optim_t 0.187] [lr 0.002814] [CE 4.287 (4.006)] [KD 0.000 (0.000)] +2024-10-11 19:58:15,747 - Train: 16.12% [60500/375300] [48.4/300.0] [batch_t 0.222 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.002814] [CE 3.863 (3.952)] [KD 0.000 (0.000)] +2024-10-11 19:58:27,524 - Train: 16.13% [60550/375300] [48.4/300.0] [batch_t 0.184 (0.235)] [data_t 0.009] [optim_t 0.175] [lr 0.002813] [CE 4.024 (4.011)] [KD 0.000 (0.000)] +2024-10-11 19:58:39,404 - Train: 16.15% [60600/375300] [48.4/300.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.002813] [CE 3.905 (4.032)] [KD 0.000 (0.000)] +2024-10-11 19:58:51,296 - Train: 16.16% [60650/375300] [48.5/300.0] [batch_t 0.190 (0.238)] [data_t 0.009] [optim_t 0.181] [lr 0.002813] [CE 4.181 (4.023)] [KD 0.000 (0.000)] +2024-10-11 19:59:03,177 - Train: 16.17% [60700/375300] [48.5/300.0] [batch_t 0.193 (0.238)] [data_t 0.009] [optim_t 0.184] [lr 0.002812] [CE 4.336 (3.970)] [KD 0.000 (0.000)] +2024-10-11 19:59:15,273 - Train: 16.19% [60750/375300] [48.6/300.0] [batch_t 0.227 (0.242)] [data_t 0.009] [optim_t 0.218] [lr 0.002812] [CE 3.680 (4.051)] [KD 0.000 (0.000)] +2024-10-11 19:59:27,131 - Train: 16.20% [60800/375300] [48.6/300.0] [batch_t 0.275 (0.237)] [data_t 0.009] [optim_t 0.266] [lr 0.002812] [CE 3.999 (3.995)] [KD 0.000 (0.000)] +2024-10-11 19:59:39,099 - Train: 16.21% [60850/375300] [48.6/300.0] [batch_t 0.194 (0.239)] [data_t 0.009] [optim_t 0.185] [lr 0.002811] [CE 4.146 (4.012)] [KD 0.000 (0.000)] +2024-10-11 19:59:51,054 - Train: 16.23% [60900/375300] [48.7/300.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002811] [CE 3.714 (3.993)] [KD 0.000 (0.000)] +2024-10-11 20:00:03,038 - Train: 16.24% [60950/375300] [48.7/300.0] [batch_t 0.198 (0.240)] [data_t 0.009] [optim_t 0.190] [lr 0.002811] [CE 4.149 (4.021)] [KD 0.000 (0.000)] +2024-10-11 20:00:14,978 - Train: 16.25% [61000/375300] [48.8/300.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.002811] [CE 4.217 (4.022)] [KD 0.000 (0.000)] +2024-10-11 20:00:26,709 - Train: 16.27% [61050/375300] [48.8/300.0] [batch_t 0.200 (0.235)] [data_t 0.009] [optim_t 0.192] [lr 0.002810] [CE 3.846 (3.998)] [KD 0.000 (0.000)] +2024-10-11 20:00:38,386 - Train: 16.28% [61100/375300] [48.8/300.0] [batch_t 0.184 (0.233)] [data_t 0.009] [optim_t 0.176] [lr 0.002810] [CE 3.832 (3.996)] [KD 0.000 (0.000)] +2024-10-11 20:00:49,883 - Train: 16.29% [61150/375300] [48.9/300.0] [batch_t 0.241 (0.230)] [data_t 0.009] [optim_t 0.232] [lr 0.002810] [CE 3.800 (3.976)] [KD 0.000 (0.000)] +2024-10-11 20:01:01,905 - Train: 16.31% [61200/375300] [48.9/300.0] [batch_t 0.259 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.002809] [CE 3.471 (3.955)] [KD 0.000 (0.000)] +2024-10-11 20:01:13,472 - Train: 16.32% [61250/375300] [49.0/300.0] [batch_t 0.184 (0.231)] [data_t 0.009] [optim_t 0.175] [lr 0.002809] [CE 4.172 (4.014)] [KD 0.000 (0.000)] +2024-10-11 20:01:24,477 - ==> Total time: 4:08:07 Eta: 21:10:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:01:28,572 - Train: 16.33% [61300/375300] [49.0/300.0] [batch_t 2.956 (2.956)] [data_t 1.586] [optim_t 1.370] [lr 0.002809] [CE 4.141 (4.141)] [KD 0.000 (0.000)] +2024-10-11 20:01:38,699 - Train: 16.35% [61350/375300] [49.0/300.0] [batch_t 0.185 (0.202)] [data_t 0.009] [optim_t 0.176] [lr 0.002808] [CE 3.923 (3.910)] [KD 0.000 (0.000)] +2024-10-11 20:01:51,161 - Train: 16.36% [61400/375300] [49.1/300.0] [batch_t 0.189 (0.249)] [data_t 0.009] [optim_t 0.180] [lr 0.002808] [CE 4.136 (4.027)] [KD 0.000 (0.000)] +2024-10-11 20:02:03,072 - Train: 16.37% [61450/375300] [49.1/300.0] [batch_t 0.257 (0.238)] [data_t 0.009] [optim_t 0.248] [lr 0.002808] [CE 4.196 (3.979)] [KD 0.000 (0.000)] +2024-10-11 20:02:15,020 - Train: 16.39% [61500/375300] [49.2/300.0] [batch_t 0.207 (0.239)] [data_t 0.009] [optim_t 0.198] [lr 0.002808] [CE 3.993 (3.975)] [KD 0.000 (0.000)] +2024-10-11 20:02:27,400 - Train: 16.40% [61550/375300] [49.2/300.0] [batch_t 0.265 (0.247)] [data_t 0.009] [optim_t 0.256] [lr 0.002807] [CE 4.026 (3.968)] [KD 0.000 (0.000)] +2024-10-11 20:02:39,601 - Train: 16.41% [61600/375300] [49.2/300.0] [batch_t 0.209 (0.244)] [data_t 0.009] [optim_t 0.200] [lr 0.002807] [CE 4.098 (3.969)] [KD 0.000 (0.000)] +2024-10-11 20:02:51,531 - Train: 16.43% [61650/375300] [49.3/300.0] [batch_t 0.282 (0.238)] [data_t 0.009] [optim_t 0.273] [lr 0.002807] [CE 3.865 (3.983)] [KD 0.000 (0.000)] +2024-10-11 20:03:03,400 - Train: 16.44% [61700/375300] [49.3/300.0] [batch_t 0.229 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.002806] [CE 3.814 (4.010)] [KD 0.000 (0.000)] +2024-10-11 20:03:15,447 - Train: 16.45% [61750/375300] [49.4/300.0] [batch_t 0.257 (0.241)] [data_t 0.009] [optim_t 0.248] [lr 0.002806] [CE 3.903 (4.018)] [KD 0.000 (0.000)] +2024-10-11 20:03:27,434 - Train: 16.47% [61800/375300] [49.4/300.0] [batch_t 0.282 (0.239)] [data_t 0.009] [optim_t 0.273] [lr 0.002806] [CE 4.161 (3.984)] [KD 0.000 (0.000)] +2024-10-11 20:03:39,221 - Train: 16.48% [61850/375300] [49.4/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002805] [CE 3.682 (3.960)] [KD 0.000 (0.000)] +2024-10-11 20:03:51,140 - Train: 16.49% [61900/375300] [49.5/300.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.002805] [CE 3.827 (3.989)] [KD 0.000 (0.000)] +2024-10-11 20:04:03,198 - Train: 16.51% [61950/375300] [49.5/300.0] [batch_t 0.218 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.002805] [CE 4.162 (3.964)] [KD 0.000 (0.000)] +2024-10-11 20:04:15,181 - Train: 16.52% [62000/375300] [49.6/300.0] [batch_t 0.335 (0.240)] [data_t 0.009] [optim_t 0.326] [lr 0.002804] [CE 4.084 (4.011)] [KD 0.000 (0.000)] +2024-10-11 20:04:26,864 - Train: 16.53% [62050/375300] [49.6/300.0] [batch_t 0.233 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002804] [CE 3.819 (3.973)] [KD 0.000 (0.000)] +2024-10-11 20:04:38,653 - Train: 16.55% [62100/375300] [49.6/300.0] [batch_t 0.262 (0.236)] [data_t 0.009] [optim_t 0.253] [lr 0.002804] [CE 3.857 (4.014)] [KD 0.000 (0.000)] +2024-10-11 20:04:50,639 - Train: 16.56% [62150/375300] [49.7/300.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.002804] [CE 3.624 (3.978)] [KD 0.000 (0.000)] +2024-10-11 20:05:02,644 - Train: 16.57% [62200/375300] [49.7/300.0] [batch_t 0.186 (0.240)] [data_t 0.009] [optim_t 0.177] [lr 0.002803] [CE 4.201 (4.030)] [KD 0.000 (0.000)] +2024-10-11 20:05:14,678 - Train: 16.59% [62250/375300] [49.8/300.0] [batch_t 0.205 (0.241)] [data_t 0.009] [optim_t 0.196] [lr 0.002803] [CE 4.106 (3.994)] [KD 0.000 (0.000)] +2024-10-11 20:05:27,221 - Train: 16.60% [62300/375300] [49.8/300.0] [batch_t 0.184 (0.251)] [data_t 0.009] [optim_t 0.175] [lr 0.002803] [CE 3.913 (4.025)] [KD 0.000 (0.000)] +2024-10-11 20:05:39,409 - Train: 16.61% [62350/375300] [49.8/300.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002802] [CE 4.000 (3.980)] [KD 0.000 (0.000)] +2024-10-11 20:05:51,398 - Train: 16.63% [62400/375300] [49.9/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.002802] [CE 3.962 (4.011)] [KD 0.000 (0.000)] +2024-10-11 20:06:03,685 - Train: 16.64% [62450/375300] [49.9/300.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.002802] [CE 4.508 (4.035)] [KD 0.000 (0.000)] +2024-10-11 20:06:15,791 - Train: 16.65% [62500/375300] [50.0/300.0] [batch_t 0.189 (0.242)] [data_t 0.009] [optim_t 0.180] [lr 0.002801] [CE 4.137 (3.991)] [KD 0.000 (0.000)] +2024-10-11 20:06:27,274 - Train: 16.67% [62550/375300] [50.0/300.0] [batch_t 0.178 (0.230)] [data_t 0.009] [optim_t 0.170] [lr 0.002801] [CE 3.968 (3.972)] [KD 0.000 (0.000)] +2024-10-11 20:06:39,617 - Test (net): 100.00% [50/50] [batch_t 0.072 (0.242)] [top1_cnt 33617] [top5_cnt 44242] [top_all 50000] +2024-10-11 20:06:39,618 - net: 67.234 (88.484) +2024-10-11 20:06:52,064 - Test (net_E): 100.00% [50/50] [batch_t 0.073 (0.242)] [top1_cnt 36801] [top5_cnt 45941] [top_all 50000] +2024-10-11 20:06:52,065 - net_E: 73.602 (91.882) +2024-10-11 20:06:52,193 - Max [top1: 67.234 (epoch: 50)] [top1-ema: 73.602 (epoch: 50)] +2024-10-11 20:06:52,194 - ==> Total time: 4:13:34 Eta: 21:07:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:07:09,233 - Train: 16.68% [62600/375300] [50.0/300.0] [batch_t 0.293 (0.233)] [data_t 0.009] [optim_t 0.284] [lr 0.002801] [CE 4.086 (3.979)] [KD 0.000 (0.000)] +2024-10-11 20:07:21,802 - Train: 16.69% [62650/375300] [50.1/300.0] [batch_t 0.265 (0.251)] [data_t 0.009] [optim_t 0.257] [lr 0.002800] [CE 4.163 (3.909)] [KD 0.000 (0.000)] +2024-10-11 20:07:33,885 - Train: 16.71% [62700/375300] [50.1/300.0] [batch_t 0.271 (0.242)] [data_t 0.009] [optim_t 0.263] [lr 0.002800] [CE 3.695 (3.956)] [KD 0.000 (0.000)] +2024-10-11 20:07:46,243 - Train: 16.72% [62750/375300] [50.2/300.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.235] [lr 0.002800] [CE 4.009 (3.993)] [KD 0.000 (0.000)] +2024-10-11 20:07:58,421 - Train: 16.73% [62800/375300] [50.2/300.0] [batch_t 0.211 (0.243)] [data_t 0.009] [optim_t 0.202] [lr 0.002799] [CE 3.999 (3.999)] [KD 0.000 (0.000)] +2024-10-11 20:08:10,831 - Train: 16.75% [62850/375300] [50.2/300.0] [batch_t 0.259 (0.248)] [data_t 0.009] [optim_t 0.250] [lr 0.002799] [CE 4.013 (3.975)] [KD 0.000 (0.000)] +2024-10-11 20:08:22,983 - Train: 16.76% [62900/375300] [50.3/300.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002799] [CE 3.900 (3.977)] [KD 0.000 (0.000)] +2024-10-11 20:08:35,109 - Train: 16.77% [62950/375300] [50.3/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.002799] [CE 3.770 (3.974)] [KD 0.000 (0.000)] +2024-10-11 20:08:46,915 - Train: 16.79% [63000/375300] [50.4/300.0] [batch_t 0.191 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.002798] [CE 4.124 (4.018)] [KD 0.000 (0.000)] +2024-10-11 20:08:58,265 - Train: 16.80% [63050/375300] [50.4/300.0] [batch_t 0.232 (0.227)] [data_t 0.009] [optim_t 0.223] [lr 0.002798] [CE 4.334 (4.011)] [KD 0.000 (0.000)] +2024-10-11 20:09:09,643 - Train: 16.81% [63100/375300] [50.4/300.0] [batch_t 0.203 (0.227)] [data_t 0.009] [optim_t 0.194] [lr 0.002798] [CE 4.216 (3.985)] [KD 0.000 (0.000)] +2024-10-11 20:09:21,492 - Train: 16.83% [63150/375300] [50.5/300.0] [batch_t 0.271 (0.237)] [data_t 0.009] [optim_t 0.262] [lr 0.002797] [CE 4.320 (4.068)] [KD 0.000 (0.000)] +2024-10-11 20:09:33,117 - Train: 16.84% [63200/375300] [50.5/300.0] [batch_t 0.212 (0.232)] [data_t 0.009] [optim_t 0.203] [lr 0.002797] [CE 3.925 (4.029)] [KD 0.000 (0.000)] +2024-10-11 20:09:44,583 - Train: 16.85% [63250/375300] [50.6/300.0] [batch_t 0.329 (0.229)] [data_t 0.009] [optim_t 0.320] [lr 0.002797] [CE 3.652 (3.980)] [KD 0.000 (0.000)] +2024-10-11 20:09:56,226 - Train: 16.87% [63300/375300] [50.6/300.0] [batch_t 0.215 (0.233)] [data_t 0.009] [optim_t 0.206] [lr 0.002796] [CE 4.407 (4.015)] [KD 0.000 (0.000)] +2024-10-11 20:10:08,079 - Train: 16.88% [63350/375300] [50.6/300.0] [batch_t 0.326 (0.237)] [data_t 0.009] [optim_t 0.317] [lr 0.002796] [CE 3.972 (3.981)] [KD 0.000 (0.000)] +2024-10-11 20:10:19,742 - Train: 16.89% [63400/375300] [50.7/300.0] [batch_t 0.252 (0.233)] [data_t 0.009] [optim_t 0.243] [lr 0.002796] [CE 4.027 (4.008)] [KD 0.000 (0.000)] +2024-10-11 20:10:31,961 - Train: 16.91% [63450/375300] [50.7/300.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.002795] [CE 4.113 (4.017)] [KD 0.000 (0.000)] +2024-10-11 20:10:43,998 - Train: 16.92% [63500/375300] [50.8/300.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002795] [CE 3.931 (3.976)] [KD 0.000 (0.000)] +2024-10-11 20:10:56,286 - Train: 16.93% [63550/375300] [50.8/300.0] [batch_t 0.237 (0.246)] [data_t 0.009] [optim_t 0.228] [lr 0.002795] [CE 3.941 (4.012)] [KD 0.000 (0.000)] +2024-10-11 20:11:08,490 - Train: 16.95% [63600/375300] [50.8/300.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002794] [CE 3.694 (3.958)] [KD 0.000 (0.000)] +2024-10-11 20:11:20,559 - Train: 16.96% [63650/375300] [50.9/300.0] [batch_t 0.238 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.002794] [CE 3.872 (3.995)] [KD 0.000 (0.000)] +2024-10-11 20:11:32,817 - Train: 16.97% [63700/375300] [50.9/300.0] [batch_t 0.227 (0.245)] [data_t 0.009] [optim_t 0.218] [lr 0.002794] [CE 3.670 (3.967)] [KD 0.000 (0.000)] +2024-10-11 20:11:45,032 - Train: 16.99% [63750/375300] [51.0/300.0] [batch_t 0.261 (0.244)] [data_t 0.009] [optim_t 0.252] [lr 0.002794] [CE 4.476 (4.075)] [KD 0.000 (0.000)] +2024-10-11 20:11:56,874 - Train: 17.00% [63800/375300] [51.0/300.0] [batch_t 0.185 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.002793] [CE 3.898 (3.976)] [KD 0.000 (0.000)] +2024-10-11 20:11:57,060 - ==> Total time: 4:18:39 Eta: 21:02:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:12:11,629 - Train: 17.01% [63850/375300] [51.0/300.0] [batch_t 0.191 (0.267)] [data_t 0.009] [optim_t 0.182] [lr 0.002793] [CE 4.047 (4.015)] [KD 0.000 (0.000)] +2024-10-11 20:12:23,450 - Train: 17.03% [63900/375300] [51.1/300.0] [batch_t 0.257 (0.236)] [data_t 0.009] [optim_t 0.248] [lr 0.002793] [CE 3.838 (3.952)] [KD 0.000 (0.000)] +2024-10-11 20:12:35,351 - Train: 17.04% [63950/375300] [51.1/300.0] [batch_t 0.190 (0.238)] [data_t 0.009] [optim_t 0.181] [lr 0.002792] [CE 3.697 (4.015)] [KD 0.000 (0.000)] +2024-10-11 20:12:47,567 - Train: 17.05% [64000/375300] [51.2/300.0] [batch_t 0.185 (0.244)] [data_t 0.010] [optim_t 0.176] [lr 0.002792] [CE 4.069 (4.016)] [KD 0.000 (0.000)] +2024-10-11 20:13:00,253 - Train: 17.07% [64050/375300] [51.2/300.0] [batch_t 0.185 (0.254)] [data_t 0.009] [optim_t 0.176] [lr 0.002792] [CE 3.858 (3.933)] [KD 0.000 (0.000)] +2024-10-11 20:13:12,679 - Train: 17.08% [64100/375300] [51.2/300.0] [batch_t 0.294 (0.248)] [data_t 0.009] [optim_t 0.285] [lr 0.002791] [CE 3.757 (3.981)] [KD 0.000 (0.000)] +2024-10-11 20:13:25,011 - Train: 17.09% [64150/375300] [51.3/300.0] [batch_t 0.314 (0.247)] [data_t 0.009] [optim_t 0.305] [lr 0.002791] [CE 3.925 (3.989)] [KD 0.000 (0.000)] +2024-10-11 20:13:37,088 - Train: 17.11% [64200/375300] [51.3/300.0] [batch_t 0.291 (0.241)] [data_t 0.009] [optim_t 0.282] [lr 0.002791] [CE 4.023 (3.994)] [KD 0.000 (0.000)] +2024-10-11 20:13:49,133 - Train: 17.12% [64250/375300] [51.4/300.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.002790] [CE 4.019 (4.052)] [KD 0.000 (0.000)] +2024-10-11 20:14:01,333 - Train: 17.13% [64300/375300] [51.4/300.0] [batch_t 0.207 (0.244)] [data_t 0.009] [optim_t 0.198] [lr 0.002790] [CE 4.103 (3.950)] [KD 0.000 (0.000)] +2024-10-11 20:14:13,333 - Train: 17.15% [64350/375300] [51.4/300.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.002790] [CE 4.210 (4.003)] [KD 0.000 (0.000)] +2024-10-11 20:14:25,247 - Train: 17.16% [64400/375300] [51.5/300.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002789] [CE 3.850 (3.958)] [KD 0.000 (0.000)] +2024-10-11 20:14:37,051 - Train: 17.17% [64450/375300] [51.5/300.0] [batch_t 0.191 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.002789] [CE 4.429 (3.980)] [KD 0.000 (0.000)] +2024-10-11 20:14:48,995 - Train: 17.19% [64500/375300] [51.6/300.0] [batch_t 0.279 (0.239)] [data_t 0.009] [optim_t 0.270] [lr 0.002789] [CE 3.825 (3.991)] [KD 0.000 (0.000)] +2024-10-11 20:15:00,999 - Train: 17.20% [64550/375300] [51.6/300.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002788] [CE 3.907 (4.031)] [KD 0.000 (0.000)] +2024-10-11 20:15:12,966 - Train: 17.21% [64600/375300] [51.6/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.002788] [CE 4.064 (4.003)] [KD 0.000 (0.000)] +2024-10-11 20:15:24,842 - Train: 17.23% [64650/375300] [51.7/300.0] [batch_t 0.250 (0.237)] [data_t 0.009] [optim_t 0.241] [lr 0.002788] [CE 3.938 (3.930)] [KD 0.000 (0.000)] +2024-10-11 20:15:36,937 - Train: 17.24% [64700/375300] [51.7/300.0] [batch_t 0.186 (0.242)] [data_t 0.009] [optim_t 0.177] [lr 0.002787] [CE 4.145 (3.975)] [KD 0.000 (0.000)] +2024-10-11 20:15:49,001 - Train: 17.25% [64750/375300] [51.8/300.0] [batch_t 0.204 (0.241)] [data_t 0.009] [optim_t 0.195] [lr 0.002787] [CE 4.034 (3.995)] [KD 0.000 (0.000)] +2024-10-11 20:16:00,995 - Train: 17.27% [64800/375300] [51.8/300.0] [batch_t 0.265 (0.240)] [data_t 0.009] [optim_t 0.256] [lr 0.002787] [CE 4.214 (3.977)] [KD 0.000 (0.000)] +2024-10-11 20:16:13,100 - Train: 17.28% [64850/375300] [51.8/300.0] [batch_t 0.223 (0.242)] [data_t 0.009] [optim_t 0.214] [lr 0.002787] [CE 3.608 (4.022)] [KD 0.000 (0.000)] +2024-10-11 20:16:25,173 - Train: 17.29% [64900/375300] [51.9/300.0] [batch_t 0.193 (0.241)] [data_t 0.009] [optim_t 0.184] [lr 0.002786] [CE 3.432 (3.957)] [KD 0.000 (0.000)] +2024-10-11 20:16:37,077 - Train: 17.31% [64950/375300] [51.9/300.0] [batch_t 0.250 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.002786] [CE 3.804 (3.984)] [KD 0.000 (0.000)] +2024-10-11 20:16:49,033 - Train: 17.32% [65000/375300] [52.0/300.0] [batch_t 0.186 (0.239)] [data_t 0.012] [optim_t 0.175] [lr 0.002786] [CE 4.338 (4.005)] [KD 0.000 (0.000)] +2024-10-11 20:17:00,538 - Train: 17.33% [65050/375300] [52.0/300.0] [batch_t 0.180 (0.230)] [data_t 0.009] [optim_t 0.171] [lr 0.002785] [CE 4.063 (3.968)] [KD 0.000 (0.000)] +2024-10-11 20:17:00,905 - ==> Total time: 4:23:43 Eta: 20:57:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:17:14,660 - Train: 17.35% [65100/375300] [52.0/300.0] [batch_t 0.186 (0.260)] [data_t 0.009] [optim_t 0.178] [lr 0.002785] [CE 3.910 (3.921)] [KD 0.000 (0.000)] +2024-10-11 20:17:26,994 - Train: 17.36% [65150/375300] [52.1/300.0] [batch_t 0.262 (0.247)] [data_t 0.009] [optim_t 0.253] [lr 0.002785] [CE 3.997 (4.013)] [KD 0.000 (0.000)] +2024-10-11 20:17:39,302 - Train: 17.37% [65200/375300] [52.1/300.0] [batch_t 0.263 (0.246)] [data_t 0.009] [optim_t 0.255] [lr 0.002784] [CE 4.177 (3.956)] [KD 0.000 (0.000)] +2024-10-11 20:17:51,450 - Train: 17.39% [65250/375300] [52.2/300.0] [batch_t 0.213 (0.243)] [data_t 0.009] [optim_t 0.204] [lr 0.002784] [CE 4.243 (3.987)] [KD 0.000 (0.000)] +2024-10-11 20:18:03,532 - Train: 17.40% [65300/375300] [52.2/300.0] [batch_t 0.352 (0.242)] [data_t 0.009] [optim_t 0.343] [lr 0.002784] [CE 4.106 (3.948)] [KD 0.000 (0.000)] +2024-10-11 20:18:15,434 - Train: 17.41% [65350/375300] [52.2/300.0] [batch_t 0.253 (0.238)] [data_t 0.009] [optim_t 0.244] [lr 0.002783] [CE 3.863 (3.939)] [KD 0.000 (0.000)] +2024-10-11 20:18:27,664 - Train: 17.43% [65400/375300] [52.3/300.0] [batch_t 0.266 (0.244)] [data_t 0.009] [optim_t 0.258] [lr 0.002783] [CE 4.031 (4.028)] [KD 0.000 (0.000)] +2024-10-11 20:18:39,754 - Train: 17.44% [65450/375300] [52.3/300.0] [batch_t 0.334 (0.242)] [data_t 0.009] [optim_t 0.325] [lr 0.002783] [CE 3.897 (3.954)] [KD 0.000 (0.000)] +2024-10-11 20:18:51,745 - Train: 17.45% [65500/375300] [52.4/300.0] [batch_t 0.322 (0.240)] [data_t 0.009] [optim_t 0.313] [lr 0.002782] [CE 3.971 (4.020)] [KD 0.000 (0.000)] +2024-10-11 20:19:03,823 - Train: 17.47% [65550/375300] [52.4/300.0] [batch_t 0.211 (0.241)] [data_t 0.009] [optim_t 0.202] [lr 0.002782] [CE 4.035 (3.933)] [KD 0.000 (0.000)] +2024-10-11 20:19:15,943 - Train: 17.48% [65600/375300] [52.4/300.0] [batch_t 0.253 (0.242)] [data_t 0.009] [optim_t 0.244] [lr 0.002782] [CE 3.832 (3.947)] [KD 0.000 (0.000)] +2024-10-11 20:19:27,648 - Train: 17.49% [65650/375300] [52.5/300.0] [batch_t 0.199 (0.234)] [data_t 0.009] [optim_t 0.191] [lr 0.002781] [CE 4.137 (3.962)] [KD 0.000 (0.000)] +2024-10-11 20:19:39,470 - Train: 17.51% [65700/375300] [52.5/300.0] [batch_t 0.186 (0.236)] [data_t 0.009] [optim_t 0.177] [lr 0.002781] [CE 3.731 (4.001)] [KD 0.000 (0.000)] +2024-10-11 20:19:51,500 - Train: 17.52% [65750/375300] [52.6/300.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.002781] [CE 4.141 (3.967)] [KD 0.000 (0.000)] +2024-10-11 20:20:03,036 - Train: 17.53% [65800/375300] [52.6/300.0] [batch_t 0.279 (0.231)] [data_t 0.009] [optim_t 0.270] [lr 0.002780] [CE 4.157 (3.977)] [KD 0.000 (0.000)] +2024-10-11 20:20:14,931 - Train: 17.55% [65850/375300] [52.6/300.0] [batch_t 0.195 (0.238)] [data_t 0.009] [optim_t 0.186] [lr 0.002780] [CE 3.712 (3.999)] [KD 0.000 (0.000)] +2024-10-11 20:20:26,784 - Train: 17.56% [65900/375300] [52.7/300.0] [batch_t 0.246 (0.237)] [data_t 0.009] [optim_t 0.237] [lr 0.002780] [CE 3.849 (3.981)] [KD 0.000 (0.000)] +2024-10-11 20:20:38,842 - Train: 17.57% [65950/375300] [52.7/300.0] [batch_t 0.252 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.002779] [CE 4.048 (3.987)] [KD 0.000 (0.000)] +2024-10-11 20:20:50,728 - Train: 17.59% [66000/375300] [52.8/300.0] [batch_t 0.264 (0.238)] [data_t 0.009] [optim_t 0.254] [lr 0.002779] [CE 4.095 (3.988)] [KD 0.000 (0.000)] +2024-10-11 20:21:02,610 - Train: 17.60% [66050/375300] [52.8/300.0] [batch_t 0.183 (0.238)] [data_t 0.009] [optim_t 0.175] [lr 0.002779] [CE 3.904 (4.014)] [KD 0.000 (0.000)] +2024-10-11 20:21:13,893 - Train: 17.61% [66100/375300] [52.8/300.0] [batch_t 0.193 (0.226)] [data_t 0.009] [optim_t 0.184] [lr 0.002778] [CE 3.971 (4.022)] [KD 0.000 (0.000)] +2024-10-11 20:21:25,488 - Train: 17.63% [66150/375300] [52.9/300.0] [batch_t 0.278 (0.232)] [data_t 0.009] [optim_t 0.269] [lr 0.002778] [CE 3.986 (4.001)] [KD 0.000 (0.000)] +2024-10-11 20:21:37,405 - Train: 17.64% [66200/375300] [52.9/300.0] [batch_t 0.183 (0.238)] [data_t 0.009] [optim_t 0.174] [lr 0.002778] [CE 4.159 (3.983)] [KD 0.000 (0.000)] +2024-10-11 20:21:49,012 - Train: 17.65% [66250/375300] [53.0/300.0] [batch_t 0.328 (0.232)] [data_t 0.009] [optim_t 0.319] [lr 0.002777] [CE 4.242 (4.006)] [KD 0.000 (0.000)] +2024-10-11 20:22:00,255 - Train: 17.67% [66300/375300] [53.0/300.0] [batch_t 0.179 (0.225)] [data_t 0.009] [optim_t 0.170] [lr 0.002777] [CE 3.927 (3.934)] [KD 0.000 (0.000)] +2024-10-11 20:22:00,801 - ==> Total time: 4:28:43 Eta: 20:52:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:22:16,326 - Train: 17.68% [66350/375300] [53.0/300.0] [batch_t 0.264 (0.232)] [data_t 0.009] [optim_t 0.255] [lr 0.002777] [CE 3.793 (3.906)] [KD 0.000 (0.000)] +2024-10-11 20:22:28,958 - Train: 17.69% [66400/375300] [53.1/300.0] [batch_t 0.238 (0.252)] [data_t 0.009] [optim_t 0.229] [lr 0.002776] [CE 3.516 (3.971)] [KD 0.000 (0.000)] +2024-10-11 20:22:41,038 - Train: 17.71% [66450/375300] [53.1/300.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.002776] [CE 4.106 (3.990)] [KD 0.000 (0.000)] +2024-10-11 20:22:53,113 - Train: 17.72% [66500/375300] [53.2/300.0] [batch_t 0.186 (0.241)] [data_t 0.009] [optim_t 0.177] [lr 0.002776] [CE 4.234 (3.994)] [KD 0.000 (0.000)] +2024-10-11 20:23:05,343 - Train: 17.73% [66550/375300] [53.2/300.0] [batch_t 0.533 (0.244)] [data_t 0.009] [optim_t 0.524] [lr 0.002775] [CE 4.543 (3.911)] [KD 0.000 (0.000)] +2024-10-11 20:23:16,947 - Train: 17.75% [66600/375300] [53.2/300.0] [batch_t 0.250 (0.232)] [data_t 0.009] [optim_t 0.241] [lr 0.002775] [CE 4.099 (3.947)] [KD 0.000 (0.000)] +2024-10-11 20:23:28,893 - Train: 17.76% [66650/375300] [53.3/300.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.213] [lr 0.002775] [CE 3.901 (3.997)] [KD 0.000 (0.000)] +2024-10-11 20:23:40,888 - Train: 17.77% [66700/375300] [53.3/300.0] [batch_t 0.212 (0.240)] [data_t 0.009] [optim_t 0.203] [lr 0.002774] [CE 4.004 (3.957)] [KD 0.000 (0.000)] +2024-10-11 20:23:52,963 - Train: 17.79% [66750/375300] [53.4/300.0] [batch_t 0.186 (0.241)] [data_t 0.009] [optim_t 0.177] [lr 0.002774] [CE 4.112 (3.929)] [KD 0.000 (0.000)] +2024-10-11 20:24:04,663 - Train: 17.80% [66800/375300] [53.4/300.0] [batch_t 0.209 (0.234)] [data_t 0.009] [optim_t 0.200] [lr 0.002774] [CE 3.714 (3.934)] [KD 0.000 (0.000)] +2024-10-11 20:24:16,688 - Train: 17.81% [66850/375300] [53.4/300.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.002774] [CE 3.823 (3.947)] [KD 0.000 (0.000)] +2024-10-11 20:24:27,893 - Train: 17.83% [66900/375300] [53.5/300.0] [batch_t 0.245 (0.224)] [data_t 0.009] [optim_t 0.236] [lr 0.002773] [CE 4.321 (4.002)] [KD 0.000 (0.000)] +2024-10-11 20:24:39,185 - Train: 17.84% [66950/375300] [53.5/300.0] [batch_t 0.227 (0.226)] [data_t 0.009] [optim_t 0.218] [lr 0.002773] [CE 4.109 (3.965)] [KD 0.000 (0.000)] +2024-10-11 20:24:51,274 - Train: 17.85% [67000/375300] [53.6/300.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.002773] [CE 4.052 (4.029)] [KD 0.000 (0.000)] +2024-10-11 20:25:03,100 - Train: 17.87% [67050/375300] [53.6/300.0] [batch_t 0.185 (0.236)] [data_t 0.009] [optim_t 0.176] [lr 0.002772] [CE 3.714 (3.963)] [KD 0.000 (0.000)] +2024-10-11 20:25:14,844 - Train: 17.88% [67100/375300] [53.6/300.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002772] [CE 3.903 (3.966)] [KD 0.000 (0.000)] +2024-10-11 20:25:26,293 - Train: 17.89% [67150/375300] [53.7/300.0] [batch_t 0.239 (0.229)] [data_t 0.009] [optim_t 0.230] [lr 0.002772] [CE 4.299 (3.981)] [KD 0.000 (0.000)] +2024-10-11 20:25:37,923 - Train: 17.91% [67200/375300] [53.7/300.0] [batch_t 0.238 (0.232)] [data_t 0.009] [optim_t 0.229] [lr 0.002771] [CE 3.520 (3.922)] [KD 0.000 (0.000)] +2024-10-11 20:25:49,571 - Train: 17.92% [67250/375300] [53.8/300.0] [batch_t 0.259 (0.233)] [data_t 0.009] [optim_t 0.250] [lr 0.002771] [CE 4.106 (3.986)] [KD 0.000 (0.000)] +2024-10-11 20:26:01,156 - Train: 17.93% [67300/375300] [53.8/300.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.002771] [CE 4.189 (3.976)] [KD 0.000 (0.000)] +2024-10-11 20:26:12,731 - Train: 17.95% [67350/375300] [53.8/300.0] [batch_t 0.202 (0.231)] [data_t 0.009] [optim_t 0.193] [lr 0.002770] [CE 3.422 (3.930)] [KD 0.000 (0.000)] +2024-10-11 20:26:24,422 - Train: 17.96% [67400/375300] [53.9/300.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.002770] [CE 3.889 (3.979)] [KD 0.000 (0.000)] +2024-10-11 20:26:36,159 - Train: 17.97% [67450/375300] [53.9/300.0] [batch_t 0.220 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.002770] [CE 4.172 (3.969)] [KD 0.000 (0.000)] +2024-10-11 20:26:47,585 - Train: 17.99% [67500/375300] [54.0/300.0] [batch_t 0.233 (0.228)] [data_t 0.009] [optim_t 0.224] [lr 0.002769] [CE 4.192 (3.966)] [KD 0.000 (0.000)] +2024-10-11 20:26:58,787 - Train: 18.00% [67550/375300] [54.0/300.0] [batch_t 0.185 (0.224)] [data_t 0.009] [optim_t 0.176] [lr 0.002769] [CE 4.022 (3.967)] [KD 0.000 (0.000)] +2024-10-11 20:26:59,519 - ==> Total time: 4:33:42 Eta: 20:46:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:27:13,871 - Train: 18.01% [67600/375300] [54.0/300.0] [batch_t 0.247 (0.280)] [data_t 0.074] [optim_t 0.173] [lr 0.002769] [CE 3.894 (3.932)] [KD 0.000 (0.000)] +2024-10-11 20:27:25,979 - Train: 18.03% [67650/375300] [54.1/300.0] [batch_t 0.207 (0.242)] [data_t 0.029] [optim_t 0.177] [lr 0.002768] [CE 3.975 (3.940)] [KD 0.000 (0.000)] +2024-10-11 20:27:38,444 - Train: 18.04% [67700/375300] [54.1/300.0] [batch_t 0.283 (0.249)] [data_t 0.009] [optim_t 0.274] [lr 0.002768] [CE 3.522 (3.929)] [KD 0.000 (0.000)] +2024-10-11 20:27:50,815 - Train: 18.05% [67750/375300] [54.2/300.0] [batch_t 0.272 (0.247)] [data_t 0.051] [optim_t 0.221] [lr 0.002768] [CE 3.819 (3.946)] [KD 0.000 (0.000)] +2024-10-11 20:28:03,003 - Train: 18.07% [67800/375300] [54.2/300.0] [batch_t 0.207 (0.244)] [data_t 0.033] [optim_t 0.174] [lr 0.002767] [CE 3.968 (3.965)] [KD 0.000 (0.000)] +2024-10-11 20:28:15,384 - Train: 18.08% [67850/375300] [54.2/300.0] [batch_t 0.258 (0.248)] [data_t 0.084] [optim_t 0.174] [lr 0.002767] [CE 3.946 (3.959)] [KD 0.000 (0.000)] +2024-10-11 20:28:27,831 - Train: 18.09% [67900/375300] [54.3/300.0] [batch_t 0.245 (0.249)] [data_t 0.073] [optim_t 0.172] [lr 0.002767] [CE 3.899 (3.949)] [KD 0.000 (0.000)] +2024-10-11 20:28:40,068 - Train: 18.11% [67950/375300] [54.3/300.0] [batch_t 0.243 (0.245)] [data_t 0.069] [optim_t 0.174] [lr 0.002766] [CE 3.734 (4.013)] [KD 0.000 (0.000)] +2024-10-11 20:28:52,258 - Train: 18.12% [68000/375300] [54.4/300.0] [batch_t 0.214 (0.244)] [data_t 0.042] [optim_t 0.172] [lr 0.002766] [CE 4.053 (3.993)] [KD 0.000 (0.000)] +2024-10-11 20:29:04,660 - Train: 18.13% [68050/375300] [54.4/300.0] [batch_t 0.240 (0.248)] [data_t 0.068] [optim_t 0.172] [lr 0.002766] [CE 3.816 (3.929)] [KD 0.000 (0.000)] +2024-10-11 20:29:17,019 - Train: 18.15% [68100/375300] [54.4/300.0] [batch_t 0.259 (0.247)] [data_t 0.079] [optim_t 0.180] [lr 0.002765] [CE 3.237 (3.976)] [KD 0.000 (0.000)] +2024-10-11 20:29:29,258 - Train: 18.16% [68150/375300] [54.5/300.0] [batch_t 0.268 (0.245)] [data_t 0.059] [optim_t 0.209] [lr 0.002765] [CE 4.007 (3.994)] [KD 0.000 (0.000)] +2024-10-11 20:29:41,364 - Train: 18.17% [68200/375300] [54.5/300.0] [batch_t 0.248 (0.242)] [data_t 0.076] [optim_t 0.172] [lr 0.002765] [CE 4.065 (3.969)] [KD 0.000 (0.000)] +2024-10-11 20:29:53,575 - Train: 18.19% [68250/375300] [54.6/300.0] [batch_t 0.256 (0.244)] [data_t 0.079] [optim_t 0.177] [lr 0.002764] [CE 4.001 (3.983)] [KD 0.000 (0.000)] +2024-10-11 20:30:05,851 - Train: 18.20% [68300/375300] [54.6/300.0] [batch_t 0.182 (0.245)] [data_t 0.009] [optim_t 0.173] [lr 0.002764] [CE 4.105 (3.933)] [KD 0.000 (0.000)] +2024-10-11 20:30:18,184 - Train: 18.21% [68350/375300] [54.6/300.0] [batch_t 0.223 (0.247)] [data_t 0.009] [optim_t 0.214] [lr 0.002764] [CE 4.128 (3.961)] [KD 0.000 (0.000)] +2024-10-11 20:30:30,421 - Train: 18.23% [68400/375300] [54.7/300.0] [batch_t 0.266 (0.245)] [data_t 0.009] [optim_t 0.257] [lr 0.002763] [CE 3.972 (3.937)] [KD 0.000 (0.000)] +2024-10-11 20:30:42,731 - Train: 18.24% [68450/375300] [54.7/300.0] [batch_t 0.207 (0.246)] [data_t 0.009] [optim_t 0.198] [lr 0.002763] [CE 4.132 (3.987)] [KD 0.000 (0.000)] +2024-10-11 20:30:54,921 - Train: 18.25% [68500/375300] [54.8/300.0] [batch_t 0.246 (0.244)] [data_t 0.057] [optim_t 0.189] [lr 0.002762] [CE 3.659 (3.969)] [KD 0.000 (0.000)] +2024-10-11 20:31:07,620 - Train: 18.27% [68550/375300] [54.8/300.0] [batch_t 0.459 (0.254)] [data_t 0.009] [optim_t 0.450] [lr 0.002762] [CE 3.501 (3.974)] [KD 0.000 (0.000)] +2024-10-11 20:31:19,791 - Train: 18.28% [68600/375300] [54.8/300.0] [batch_t 0.262 (0.243)] [data_t 0.080] [optim_t 0.183] [lr 0.002762] [CE 3.837 (3.946)] [KD 0.000 (0.000)] +2024-10-11 20:31:32,068 - Train: 18.29% [68650/375300] [54.9/300.0] [batch_t 0.184 (0.245)] [data_t 0.009] [optim_t 0.175] [lr 0.002761] [CE 4.132 (3.982)] [KD 0.000 (0.000)] +2024-10-11 20:31:44,510 - Train: 18.31% [68700/375300] [54.9/300.0] [batch_t 0.273 (0.249)] [data_t 0.009] [optim_t 0.264] [lr 0.002761] [CE 4.197 (3.938)] [KD 0.000 (0.000)] +2024-10-11 20:31:57,274 - Train: 18.32% [68750/375300] [55.0/300.0] [batch_t 0.340 (0.255)] [data_t 0.166] [optim_t 0.173] [lr 0.002761] [CE 3.900 (3.961)] [KD 0.000 (0.000)] +2024-10-11 20:32:09,309 - Train: 18.33% [68800/375300] [55.0/300.0] [batch_t 0.181 (0.241)] [data_t 0.009] [optim_t 0.173] [lr 0.002760] [CE 3.893 (3.952)] [KD 0.000 (0.000)] +2024-10-11 20:32:22,150 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 33990] [top5_cnt 44487] [top_all 50000] +2024-10-11 20:32:22,150 - net: 67.980 (88.974) +2024-10-11 20:32:34,328 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 36940] [top5_cnt 46056] [top_all 50000] +2024-10-11 20:32:34,329 - net_E: 73.880 (92.112) +2024-10-11 20:32:34,492 - Max [top1: 67.980 (epoch: 55)] [top1-ema: 73.880 (epoch: 55)] +2024-10-11 20:32:34,492 - ==> Total time: 4:39:17 Eta: 20:44:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:32:50,904 - Train: 18.35% [68850/375300] [55.0/300.0] [batch_t 0.312 (0.236)] [data_t 0.009] [optim_t 0.303] [lr 0.002760] [CE 4.294 (3.944)] [KD 0.000 (0.000)] +2024-10-11 20:33:03,744 - Train: 18.36% [68900/375300] [55.1/300.0] [batch_t 0.229 (0.257)] [data_t 0.009] [optim_t 0.220] [lr 0.002760] [CE 3.457 (4.011)] [KD 0.000 (0.000)] +2024-10-11 20:33:16,051 - Train: 18.37% [68950/375300] [55.1/300.0] [batch_t 0.221 (0.246)] [data_t 0.009] [optim_t 0.212] [lr 0.002759] [CE 3.965 (3.955)] [KD 0.000 (0.000)] +2024-10-11 20:33:28,362 - Train: 18.39% [69000/375300] [55.2/300.0] [batch_t 0.262 (0.246)] [data_t 0.009] [optim_t 0.253] [lr 0.002759] [CE 4.276 (3.912)] [KD 0.000 (0.000)] +2024-10-11 20:33:40,573 - Train: 18.40% [69050/375300] [55.2/300.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.002759] [CE 3.873 (3.992)] [KD 0.000 (0.000)] +2024-10-11 20:33:52,731 - Train: 18.41% [69100/375300] [55.2/300.0] [batch_t 0.259 (0.243)] [data_t 0.009] [optim_t 0.250] [lr 0.002758] [CE 4.167 (4.004)] [KD 0.000 (0.000)] +2024-10-11 20:34:05,016 - Train: 18.43% [69150/375300] [55.3/300.0] [batch_t 0.235 (0.246)] [data_t 0.009] [optim_t 0.226] [lr 0.002758] [CE 3.695 (3.929)] [KD 0.000 (0.000)] +2024-10-11 20:34:17,093 - Train: 18.44% [69200/375300] [55.3/300.0] [batch_t 0.251 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.002758] [CE 3.875 (3.982)] [KD 0.000 (0.000)] +2024-10-11 20:34:29,181 - Train: 18.45% [69250/375300] [55.4/300.0] [batch_t 0.279 (0.242)] [data_t 0.009] [optim_t 0.270] [lr 0.002757] [CE 4.016 (3.918)] [KD 0.000 (0.000)] +2024-10-11 20:34:41,107 - Train: 18.47% [69300/375300] [55.4/300.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.002757] [CE 3.675 (3.965)] [KD 0.000 (0.000)] +2024-10-11 20:34:53,066 - Train: 18.48% [69350/375300] [55.4/300.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002757] [CE 3.968 (3.957)] [KD 0.000 (0.000)] +2024-10-11 20:35:04,951 - Train: 18.49% [69400/375300] [55.5/300.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002756] [CE 4.244 (3.919)] [KD 0.000 (0.000)] +2024-10-11 20:35:17,191 - Train: 18.51% [69450/375300] [55.5/300.0] [batch_t 0.266 (0.245)] [data_t 0.009] [optim_t 0.257] [lr 0.002756] [CE 3.938 (4.039)] [KD 0.000 (0.000)] +2024-10-11 20:35:29,312 - Train: 18.52% [69500/375300] [55.6/300.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.002756] [CE 4.203 (4.021)] [KD 0.000 (0.000)] +2024-10-11 20:35:41,031 - Train: 18.53% [69550/375300] [55.6/300.0] [batch_t 0.182 (0.234)] [data_t 0.009] [optim_t 0.173] [lr 0.002755] [CE 3.893 (3.971)] [KD 0.000 (0.000)] +2024-10-11 20:35:53,170 - Train: 18.55% [69600/375300] [55.6/300.0] [batch_t 0.212 (0.243)] [data_t 0.009] [optim_t 0.203] [lr 0.002755] [CE 4.270 (3.958)] [KD 0.000 (0.000)] +2024-10-11 20:36:05,192 - Train: 18.56% [69650/375300] [55.7/300.0] [batch_t 0.256 (0.240)] [data_t 0.009] [optim_t 0.247] [lr 0.002755] [CE 3.855 (3.992)] [KD 0.000 (0.000)] +2024-10-11 20:36:17,246 - Train: 18.57% [69700/375300] [55.7/300.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.002754] [CE 3.930 (3.938)] [KD 0.000 (0.000)] +2024-10-11 20:36:29,367 - Train: 18.59% [69750/375300] [55.8/300.0] [batch_t 0.220 (0.242)] [data_t 0.009] [optim_t 0.212] [lr 0.002754] [CE 4.190 (4.014)] [KD 0.000 (0.000)] +2024-10-11 20:36:41,468 - Train: 18.60% [69800/375300] [55.8/300.0] [batch_t 0.263 (0.242)] [data_t 0.009] [optim_t 0.254] [lr 0.002754] [CE 4.119 (3.944)] [KD 0.000 (0.000)] +2024-10-11 20:36:53,593 - Train: 18.61% [69850/375300] [55.8/300.0] [batch_t 0.388 (0.242)] [data_t 0.009] [optim_t 0.379] [lr 0.002753] [CE 3.905 (3.973)] [KD 0.000 (0.000)] +2024-10-11 20:37:05,410 - Train: 18.63% [69900/375300] [55.9/300.0] [batch_t 0.191 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.002753] [CE 3.983 (3.946)] [KD 0.000 (0.000)] +2024-10-11 20:37:17,898 - Train: 18.64% [69950/375300] [55.9/300.0] [batch_t 0.186 (0.250)] [data_t 0.009] [optim_t 0.177] [lr 0.002753] [CE 3.778 (3.987)] [KD 0.000 (0.000)] +2024-10-11 20:37:29,791 - Train: 18.65% [70000/375300] [56.0/300.0] [batch_t 0.255 (0.238)] [data_t 0.009] [optim_t 0.246] [lr 0.002752] [CE 4.077 (4.000)] [KD 0.000 (0.000)] +2024-10-11 20:37:42,143 - Train: 18.67% [70050/375300] [56.0/300.0] [batch_t 0.179 (0.247)] [data_t 0.009] [optim_t 0.170] [lr 0.002752] [CE 3.525 (3.940)] [KD 0.000 (0.000)] +2024-10-11 20:37:43,337 - ==> Total time: 4:44:26 Eta: 20:39:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:37:56,152 - Train: 18.68% [70100/375300] [56.0/300.0] [batch_t 0.245 (0.263)] [data_t 0.009] [optim_t 0.236] [lr 0.002752] [CE 3.916 (3.895)] [KD 0.000 (0.000)] +2024-10-11 20:38:07,783 - Train: 18.69% [70150/375300] [56.1/300.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.002751] [CE 3.983 (3.977)] [KD 0.000 (0.000)] +2024-10-11 20:38:19,578 - Train: 18.71% [70200/375300] [56.1/300.0] [batch_t 0.213 (0.236)] [data_t 0.009] [optim_t 0.204] [lr 0.002751] [CE 4.207 (3.968)] [KD 0.000 (0.000)] +2024-10-11 20:38:31,422 - Train: 18.72% [70250/375300] [56.2/300.0] [batch_t 0.465 (0.237)] [data_t 0.009] [optim_t 0.457] [lr 0.002751] [CE 4.281 (3.978)] [KD 0.000 (0.000)] +2024-10-11 20:38:42,524 - Train: 18.73% [70300/375300] [56.2/300.0] [batch_t 0.248 (0.217)] [data_t 0.009] [optim_t 0.239] [lr 0.002750] [CE 3.902 (3.933)] [KD 0.000 (0.000)] +2024-10-11 20:38:53,804 - Train: 18.75% [70350/375300] [56.2/300.0] [batch_t 0.225 (0.225)] [data_t 0.009] [optim_t 0.216] [lr 0.002750] [CE 3.942 (3.985)] [KD 0.000 (0.000)] +2024-10-11 20:39:05,407 - Train: 18.76% [70400/375300] [56.3/300.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.002750] [CE 3.865 (4.005)] [KD 0.000 (0.000)] +2024-10-11 20:39:17,124 - Train: 18.77% [70450/375300] [56.3/300.0] [batch_t 0.287 (0.234)] [data_t 0.009] [optim_t 0.279] [lr 0.002749] [CE 3.994 (3.959)] [KD 0.000 (0.000)] +2024-10-11 20:39:28,548 - Train: 18.78% [70500/375300] [56.4/300.0] [batch_t 0.252 (0.228)] [data_t 0.009] [optim_t 0.243] [lr 0.002749] [CE 3.800 (3.937)] [KD 0.000 (0.000)] +2024-10-11 20:39:39,991 - Train: 18.80% [70550/375300] [56.4/300.0] [batch_t 0.232 (0.229)] [data_t 0.009] [optim_t 0.223] [lr 0.002748] [CE 3.542 (3.933)] [KD 0.000 (0.000)] +2024-10-11 20:39:51,498 - Train: 18.81% [70600/375300] [56.4/300.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.002748] [CE 3.970 (3.968)] [KD 0.000 (0.000)] +2024-10-11 20:40:02,878 - Train: 18.82% [70650/375300] [56.5/300.0] [batch_t 0.285 (0.227)] [data_t 0.009] [optim_t 0.276] [lr 0.002748] [CE 4.094 (3.951)] [KD 0.000 (0.000)] +2024-10-11 20:40:14,456 - Train: 18.84% [70700/375300] [56.5/300.0] [batch_t 0.231 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.002747] [CE 4.113 (3.930)] [KD 0.000 (0.000)] +2024-10-11 20:40:26,116 - Train: 18.85% [70750/375300] [56.6/300.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.002747] [CE 4.144 (3.969)] [KD 0.000 (0.000)] +2024-10-11 20:40:37,652 - Train: 18.86% [70800/375300] [56.6/300.0] [batch_t 0.231 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.002747] [CE 4.151 (3.975)] [KD 0.000 (0.000)] +2024-10-11 20:40:49,179 - Train: 18.88% [70850/375300] [56.6/300.0] [batch_t 0.264 (0.230)] [data_t 0.009] [optim_t 0.256] [lr 0.002746] [CE 4.038 (3.939)] [KD 0.000 (0.000)] +2024-10-11 20:41:00,836 - Train: 18.89% [70900/375300] [56.7/300.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.002746] [CE 4.231 (3.970)] [KD 0.000 (0.000)] +2024-10-11 20:41:12,498 - Train: 18.90% [70950/375300] [56.7/300.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.002746] [CE 4.177 (3.953)] [KD 0.000 (0.000)] +2024-10-11 20:41:24,070 - Train: 18.92% [71000/375300] [56.8/300.0] [batch_t 0.231 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.002745] [CE 3.651 (3.945)] [KD 0.000 (0.000)] +2024-10-11 20:41:35,803 - Train: 18.93% [71050/375300] [56.8/300.0] [batch_t 0.255 (0.235)] [data_t 0.009] [optim_t 0.247] [lr 0.002745] [CE 4.046 (3.926)] [KD 0.000 (0.000)] +2024-10-11 20:41:47,465 - Train: 18.94% [71100/375300] [56.8/300.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.210] [lr 0.002745] [CE 4.272 (4.004)] [KD 0.000 (0.000)] +2024-10-11 20:41:59,121 - Train: 18.96% [71150/375300] [56.9/300.0] [batch_t 0.246 (0.233)] [data_t 0.009] [optim_t 0.237] [lr 0.002744] [CE 3.552 (3.962)] [KD 0.000 (0.000)] +2024-10-11 20:42:10,820 - Train: 18.97% [71200/375300] [56.9/300.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.002744] [CE 4.116 (3.987)] [KD 0.000 (0.000)] +2024-10-11 20:42:22,403 - Train: 18.98% [71250/375300] [57.0/300.0] [batch_t 0.244 (0.232)] [data_t 0.009] [optim_t 0.235] [lr 0.002744] [CE 3.752 (3.962)] [KD 0.000 (0.000)] +2024-10-11 20:42:33,854 - Train: 19.00% [71300/375300] [57.0/300.0] [batch_t 0.184 (0.229)] [data_t 0.009] [optim_t 0.175] [lr 0.002743] [CE 3.517 (3.958)] [KD 0.000 (0.000)] +2024-10-11 20:42:35,133 - ==> Total time: 4:49:17 Eta: 20:33:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:42:47,749 - Train: 19.01% [71350/375300] [57.0/300.0] [batch_t 0.347 (0.263)] [data_t 0.009] [optim_t 0.338] [lr 0.002743] [CE 3.662 (3.954)] [KD 0.000 (0.000)] +2024-10-11 20:42:59,072 - Train: 19.02% [71400/375300] [57.1/300.0] [batch_t 0.247 (0.226)] [data_t 0.009] [optim_t 0.238] [lr 0.002743] [CE 3.910 (3.971)] [KD 0.000 (0.000)] +2024-10-11 20:43:10,481 - Train: 19.04% [71450/375300] [57.1/300.0] [batch_t 0.204 (0.228)] [data_t 0.009] [optim_t 0.195] [lr 0.002742] [CE 4.028 (3.956)] [KD 0.000 (0.000)] +2024-10-11 20:43:21,968 - Train: 19.05% [71500/375300] [57.2/300.0] [batch_t 0.241 (0.230)] [data_t 0.009] [optim_t 0.232] [lr 0.002742] [CE 3.687 (3.932)] [KD 0.000 (0.000)] +2024-10-11 20:43:33,439 - Train: 19.06% [71550/375300] [57.2/300.0] [batch_t 0.213 (0.229)] [data_t 0.009] [optim_t 0.204] [lr 0.002742] [CE 4.075 (3.896)] [KD 0.000 (0.000)] +2024-10-11 20:43:45,005 - Train: 19.08% [71600/375300] [57.2/300.0] [batch_t 0.252 (0.231)] [data_t 0.009] [optim_t 0.244] [lr 0.002741] [CE 3.911 (3.987)] [KD 0.000 (0.000)] +2024-10-11 20:43:56,490 - Train: 19.09% [71650/375300] [57.3/300.0] [batch_t 0.255 (0.230)] [data_t 0.009] [optim_t 0.246] [lr 0.002741] [CE 4.190 (3.940)] [KD 0.000 (0.000)] +2024-10-11 20:44:08,078 - Train: 19.10% [71700/375300] [57.3/300.0] [batch_t 0.249 (0.232)] [data_t 0.009] [optim_t 0.240] [lr 0.002740] [CE 3.787 (3.922)] [KD 0.000 (0.000)] +2024-10-11 20:44:19,902 - Train: 19.12% [71750/375300] [57.4/300.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002740] [CE 4.224 (3.952)] [KD 0.000 (0.000)] +2024-10-11 20:44:32,143 - Train: 19.13% [71800/375300] [57.4/300.0] [batch_t 0.245 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.002740] [CE 3.393 (3.979)] [KD 0.000 (0.000)] +2024-10-11 20:44:44,416 - Train: 19.14% [71850/375300] [57.4/300.0] [batch_t 0.332 (0.245)] [data_t 0.009] [optim_t 0.323] [lr 0.002739] [CE 3.848 (3.896)] [KD 0.000 (0.000)] +2024-10-11 20:44:56,359 - Train: 19.16% [71900/375300] [57.5/300.0] [batch_t 0.203 (0.239)] [data_t 0.009] [optim_t 0.194] [lr 0.002739] [CE 3.869 (3.925)] [KD 0.000 (0.000)] +2024-10-11 20:45:08,519 - Train: 19.17% [71950/375300] [57.5/300.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.002739] [CE 4.178 (3.958)] [KD 0.000 (0.000)] +2024-10-11 20:45:20,410 - Train: 19.18% [72000/375300] [57.6/300.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002738] [CE 4.000 (3.991)] [KD 0.000 (0.000)] +2024-10-11 20:45:32,373 - Train: 19.20% [72050/375300] [57.6/300.0] [batch_t 0.266 (0.239)] [data_t 0.009] [optim_t 0.258] [lr 0.002738] [CE 3.835 (3.947)] [KD 0.000 (0.000)] +2024-10-11 20:45:44,470 - Train: 19.21% [72100/375300] [57.6/300.0] [batch_t 0.252 (0.242)] [data_t 0.009] [optim_t 0.244] [lr 0.002738] [CE 3.651 (3.938)] [KD 0.000 (0.000)] +2024-10-11 20:45:56,635 - Train: 19.22% [72150/375300] [57.7/300.0] [batch_t 0.203 (0.243)] [data_t 0.009] [optim_t 0.194] [lr 0.002737] [CE 4.161 (3.936)] [KD 0.000 (0.000)] +2024-10-11 20:46:08,741 - Train: 19.24% [72200/375300] [57.7/300.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002737] [CE 3.998 (3.954)] [KD 0.000 (0.000)] +2024-10-11 20:46:20,806 - Train: 19.25% [72250/375300] [57.8/300.0] [batch_t 0.196 (0.241)] [data_t 0.009] [optim_t 0.187] [lr 0.002737] [CE 4.024 (3.930)] [KD 0.000 (0.000)] +2024-10-11 20:46:32,907 - Train: 19.26% [72300/375300] [57.8/300.0] [batch_t 0.447 (0.242)] [data_t 0.009] [optim_t 0.439] [lr 0.002736] [CE 3.744 (3.976)] [KD 0.000 (0.000)] +2024-10-11 20:46:44,623 - Train: 19.28% [72350/375300] [57.8/300.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.002736] [CE 4.006 (3.940)] [KD 0.000 (0.000)] +2024-10-11 20:46:56,652 - Train: 19.29% [72400/375300] [57.9/300.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.002736] [CE 4.100 (3.980)] [KD 0.000 (0.000)] +2024-10-11 20:47:08,661 - Train: 19.30% [72450/375300] [57.9/300.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002735] [CE 4.111 (3.973)] [KD 0.000 (0.000)] +2024-10-11 20:47:20,928 - Train: 19.32% [72500/375300] [58.0/300.0] [batch_t 0.193 (0.245)] [data_t 0.009] [optim_t 0.183] [lr 0.002735] [CE 4.398 (3.950)] [KD 0.000 (0.000)] +2024-10-11 20:47:32,965 - Train: 19.33% [72550/375300] [58.0/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.002734] [CE 4.055 (3.965)] [KD 0.000 (0.000)] +2024-10-11 20:47:34,469 - ==> Total time: 4:54:17 Eta: 20:27:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:47:46,369 - Train: 19.34% [72600/375300] [58.0/300.0] [batch_t 0.308 (0.254)] [data_t 0.009] [optim_t 0.300] [lr 0.002734] [CE 3.887 (3.960)] [KD 0.000 (0.000)] +2024-10-11 20:47:57,928 - Train: 19.36% [72650/375300] [58.1/300.0] [batch_t 0.237 (0.231)] [data_t 0.009] [optim_t 0.229] [lr 0.002734] [CE 4.341 (3.913)] [KD 0.000 (0.000)] +2024-10-11 20:48:09,529 - Train: 19.37% [72700/375300] [58.1/300.0] [batch_t 0.218 (0.232)] [data_t 0.009] [optim_t 0.209] [lr 0.002733] [CE 3.655 (3.932)] [KD 0.000 (0.000)] +2024-10-11 20:48:21,247 - Train: 19.38% [72750/375300] [58.2/300.0] [batch_t 0.344 (0.234)] [data_t 0.009] [optim_t 0.335] [lr 0.002733] [CE 3.968 (3.937)] [KD 0.000 (0.000)] +2024-10-11 20:48:32,733 - Train: 19.40% [72800/375300] [58.2/300.0] [batch_t 0.273 (0.230)] [data_t 0.009] [optim_t 0.264] [lr 0.002733] [CE 3.857 (3.993)] [KD 0.000 (0.000)] +2024-10-11 20:48:44,438 - Train: 19.41% [72850/375300] [58.2/300.0] [batch_t 0.258 (0.234)] [data_t 0.009] [optim_t 0.249] [lr 0.002732] [CE 3.926 (3.931)] [KD 0.000 (0.000)] +2024-10-11 20:48:56,109 - Train: 19.42% [72900/375300] [58.3/300.0] [batch_t 0.217 (0.233)] [data_t 0.009] [optim_t 0.208] [lr 0.002732] [CE 3.690 (3.930)] [KD 0.000 (0.000)] +2024-10-11 20:49:07,891 - Train: 19.44% [72950/375300] [58.3/300.0] [batch_t 0.247 (0.236)] [data_t 0.009] [optim_t 0.238] [lr 0.002732] [CE 4.357 (3.930)] [KD 0.000 (0.000)] +2024-10-11 20:49:19,641 - Train: 19.45% [73000/375300] [58.4/300.0] [batch_t 0.249 (0.235)] [data_t 0.009] [optim_t 0.240] [lr 0.002731] [CE 3.798 (3.956)] [KD 0.000 (0.000)] +2024-10-11 20:49:31,480 - Train: 19.46% [73050/375300] [58.4/300.0] [batch_t 0.274 (0.237)] [data_t 0.009] [optim_t 0.265] [lr 0.002731] [CE 3.686 (3.927)] [KD 0.000 (0.000)] +2024-10-11 20:49:43,800 - Train: 19.48% [73100/375300] [58.4/300.0] [batch_t 0.222 (0.246)] [data_t 0.009] [optim_t 0.213] [lr 0.002731] [CE 4.056 (3.940)] [KD 0.000 (0.000)] +2024-10-11 20:49:55,826 - Train: 19.49% [73150/375300] [58.5/300.0] [batch_t 0.186 (0.240)] [data_t 0.009] [optim_t 0.177] [lr 0.002730] [CE 3.740 (3.957)] [KD 0.000 (0.000)] +2024-10-11 20:50:08,046 - Train: 19.50% [73200/375300] [58.5/300.0] [batch_t 0.269 (0.244)] [data_t 0.009] [optim_t 0.259] [lr 0.002730] [CE 4.258 (3.940)] [KD 0.000 (0.000)] +2024-10-11 20:50:19,888 - Train: 19.52% [73250/375300] [58.6/300.0] [batch_t 0.215 (0.237)] [data_t 0.009] [optim_t 0.206] [lr 0.002729] [CE 3.966 (3.944)] [KD 0.000 (0.000)] +2024-10-11 20:50:31,811 - Train: 19.53% [73300/375300] [58.6/300.0] [batch_t 0.411 (0.238)] [data_t 0.009] [optim_t 0.402] [lr 0.002729] [CE 3.805 (3.899)] [KD 0.000 (0.000)] +2024-10-11 20:50:43,471 - Train: 19.54% [73350/375300] [58.6/300.0] [batch_t 0.245 (0.233)] [data_t 0.009] [optim_t 0.236] [lr 0.002729] [CE 3.754 (3.933)] [KD 0.000 (0.000)] +2024-10-11 20:50:55,136 - Train: 19.56% [73400/375300] [58.7/300.0] [batch_t 0.216 (0.233)] [data_t 0.009] [optim_t 0.208] [lr 0.002728] [CE 3.744 (3.932)] [KD 0.000 (0.000)] +2024-10-11 20:51:06,922 - Train: 19.57% [73450/375300] [58.7/300.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.002728] [CE 4.230 (3.974)] [KD 0.000 (0.000)] +2024-10-11 20:51:18,431 - Train: 19.58% [73500/375300] [58.8/300.0] [batch_t 0.191 (0.230)] [data_t 0.009] [optim_t 0.182] [lr 0.002728] [CE 3.782 (3.985)] [KD 0.000 (0.000)] +2024-10-11 20:51:30,083 - Train: 19.60% [73550/375300] [58.8/300.0] [batch_t 0.192 (0.233)] [data_t 0.009] [optim_t 0.183] [lr 0.002727] [CE 4.007 (3.940)] [KD 0.000 (0.000)] +2024-10-11 20:51:41,664 - Train: 19.61% [73600/375300] [58.8/300.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002727] [CE 3.913 (3.966)] [KD 0.000 (0.000)] +2024-10-11 20:51:53,472 - Train: 19.62% [73650/375300] [58.9/300.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.002727] [CE 4.117 (3.976)] [KD 0.000 (0.000)] +2024-10-11 20:52:05,281 - Train: 19.64% [73700/375300] [58.9/300.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002726] [CE 3.678 (3.888)] [KD 0.000 (0.000)] +2024-10-11 20:52:17,477 - Train: 19.65% [73750/375300] [59.0/300.0] [batch_t 0.279 (0.244)] [data_t 0.009] [optim_t 0.271] [lr 0.002726] [CE 3.972 (3.954)] [KD 0.000 (0.000)] +2024-10-11 20:52:29,417 - Train: 19.66% [73800/375300] [59.0/300.0] [batch_t 0.184 (0.239)] [data_t 0.009] [optim_t 0.175] [lr 0.002726] [CE 4.016 (3.950)] [KD 0.000 (0.000)] +2024-10-11 20:52:31,050 - ==> Total time: 4:59:13 Eta: 20:22:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:52:43,401 - Train: 19.68% [73850/375300] [59.0/300.0] [batch_t 0.183 (0.272)] [data_t 0.009] [optim_t 0.174] [lr 0.002725] [CE 4.025 (3.938)] [KD 0.000 (0.000)] +2024-10-11 20:52:55,262 - Train: 19.69% [73900/375300] [59.1/300.0] [batch_t 0.183 (0.237)] [data_t 0.009] [optim_t 0.174] [lr 0.002725] [CE 4.381 (3.924)] [KD 0.000 (0.000)] +2024-10-11 20:53:07,162 - Train: 19.70% [73950/375300] [59.1/300.0] [batch_t 0.275 (0.238)] [data_t 0.009] [optim_t 0.266] [lr 0.002724] [CE 4.105 (3.932)] [KD 0.000 (0.000)] +2024-10-11 20:53:18,731 - Train: 19.72% [74000/375300] [59.2/300.0] [batch_t 0.189 (0.231)] [data_t 0.009] [optim_t 0.180] [lr 0.002724] [CE 4.247 (3.969)] [KD 0.000 (0.000)] +2024-10-11 20:53:30,521 - Train: 19.73% [74050/375300] [59.2/300.0] [batch_t 0.233 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.002724] [CE 4.039 (3.935)] [KD 0.000 (0.000)] +2024-10-11 20:53:42,380 - Train: 19.74% [74100/375300] [59.2/300.0] [batch_t 0.277 (0.237)] [data_t 0.009] [optim_t 0.268] [lr 0.002723] [CE 3.835 (3.988)] [KD 0.000 (0.000)] +2024-10-11 20:53:54,007 - Train: 19.76% [74150/375300] [59.3/300.0] [batch_t 0.239 (0.232)] [data_t 0.009] [optim_t 0.230] [lr 0.002723] [CE 3.795 (3.950)] [KD 0.000 (0.000)] +2024-10-11 20:54:05,674 - Train: 19.77% [74200/375300] [59.3/300.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.002723] [CE 3.522 (3.937)] [KD 0.000 (0.000)] +2024-10-11 20:54:17,208 - Train: 19.78% [74250/375300] [59.4/300.0] [batch_t 0.215 (0.231)] [data_t 0.009] [optim_t 0.206] [lr 0.002722] [CE 4.162 (3.924)] [KD 0.000 (0.000)] +2024-10-11 20:54:28,739 - Train: 19.80% [74300/375300] [59.4/300.0] [batch_t 0.220 (0.231)] [data_t 0.009] [optim_t 0.211] [lr 0.002722] [CE 4.028 (4.005)] [KD 0.000 (0.000)] +2024-10-11 20:54:40,737 - Train: 19.81% [74350/375300] [59.4/300.0] [batch_t 0.278 (0.240)] [data_t 0.009] [optim_t 0.270] [lr 0.002722] [CE 4.191 (3.926)] [KD 0.000 (0.000)] +2024-10-11 20:54:52,571 - Train: 19.82% [74400/375300] [59.5/300.0] [batch_t 0.258 (0.237)] [data_t 0.009] [optim_t 0.249] [lr 0.002721] [CE 3.865 (3.932)] [KD 0.000 (0.000)] +2024-10-11 20:55:04,730 - Train: 19.84% [74450/375300] [59.5/300.0] [batch_t 0.222 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.002721] [CE 4.067 (3.989)] [KD 0.000 (0.000)] +2024-10-11 20:55:16,742 - Train: 19.85% [74500/375300] [59.6/300.0] [batch_t 0.187 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.002720] [CE 3.928 (3.940)] [KD 0.000 (0.000)] +2024-10-11 20:55:28,771 - Train: 19.86% [74550/375300] [59.6/300.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.002720] [CE 4.064 (3.902)] [KD 0.000 (0.000)] +2024-10-11 20:55:40,939 - Train: 19.88% [74600/375300] [59.6/300.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.002720] [CE 4.258 (3.957)] [KD 0.000 (0.000)] +2024-10-11 20:55:52,819 - Train: 19.89% [74650/375300] [59.7/300.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.002719] [CE 4.115 (3.958)] [KD 0.000 (0.000)] +2024-10-11 20:56:04,748 - Train: 19.90% [74700/375300] [59.7/300.0] [batch_t 0.285 (0.238)] [data_t 0.009] [optim_t 0.276] [lr 0.002719] [CE 3.793 (3.909)] [KD 0.000 (0.000)] +2024-10-11 20:56:16,659 - Train: 19.92% [74750/375300] [59.8/300.0] [batch_t 0.265 (0.238)] [data_t 0.009] [optim_t 0.256] [lr 0.002719] [CE 4.244 (3.987)] [KD 0.000 (0.000)] +2024-10-11 20:56:28,598 - Train: 19.93% [74800/375300] [59.8/300.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002718] [CE 3.942 (3.956)] [KD 0.000 (0.000)] +2024-10-11 20:56:40,663 - Train: 19.94% [74850/375300] [59.8/300.0] [batch_t 0.214 (0.241)] [data_t 0.009] [optim_t 0.206] [lr 0.002718] [CE 3.840 (3.991)] [KD 0.000 (0.000)] +2024-10-11 20:56:52,879 - Train: 19.96% [74900/375300] [59.9/300.0] [batch_t 0.271 (0.244)] [data_t 0.009] [optim_t 0.262] [lr 0.002718] [CE 3.686 (3.907)] [KD 0.000 (0.000)] +2024-10-11 20:57:04,874 - Train: 19.97% [74950/375300] [59.9/300.0] [batch_t 0.251 (0.240)] [data_t 0.009] [optim_t 0.242] [lr 0.002717] [CE 3.898 (3.945)] [KD 0.000 (0.000)] +2024-10-11 20:57:16,958 - Train: 19.98% [75000/375300] [60.0/300.0] [batch_t 0.219 (0.242)] [data_t 0.009] [optim_t 0.210] [lr 0.002717] [CE 4.083 (3.917)] [KD 0.000 (0.000)] +2024-10-11 20:57:28,818 - Train: 20.00% [75050/375300] [60.0/300.0] [batch_t 0.183 (0.237)] [data_t 0.009] [optim_t 0.174] [lr 0.002716] [CE 4.054 (3.986)] [KD 0.000 (0.000)] +2024-10-11 20:57:42,992 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 34128] [top5_cnt 44580] [top_all 50000] +2024-10-11 20:57:42,992 - net: 68.256 (89.160) +2024-10-11 20:57:55,298 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 37113] [top5_cnt 46186] [top_all 50000] +2024-10-11 20:57:55,299 - net_E: 74.226 (92.372) +2024-10-11 20:57:55,458 - Max [top1: 68.256 (epoch: 60)] [top1-ema: 74.226 (epoch: 60)] +2024-10-11 20:57:55,458 - ==> Total time: 5:04:38 Eta: 20:18:32 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 20:58:10,979 - Train: 20.01% [75100/375300] [60.0/300.0] [batch_t 0.183 (0.247)] [data_t 0.009] [optim_t 0.174] [lr 0.002716] [CE 3.946 (3.972)] [KD 0.000 (0.000)] +2024-10-11 20:58:22,457 - Train: 20.02% [75150/375300] [60.1/300.0] [batch_t 0.232 (0.229)] [data_t 0.056] [optim_t 0.176] [lr 0.002716] [CE 4.016 (3.916)] [KD 0.000 (0.000)] +2024-10-11 20:58:34,401 - Train: 20.04% [75200/375300] [60.1/300.0] [batch_t 0.238 (0.239)] [data_t 0.062] [optim_t 0.176] [lr 0.002715] [CE 4.017 (3.963)] [KD 0.000 (0.000)] +2024-10-11 20:58:46,302 - Train: 20.05% [75250/375300] [60.2/300.0] [batch_t 0.260 (0.238)] [data_t 0.087] [optim_t 0.173] [lr 0.002715] [CE 4.346 (3.948)] [KD 0.000 (0.000)] +2024-10-11 20:58:57,850 - Train: 20.06% [75300/375300] [60.2/300.0] [batch_t 0.186 (0.231)] [data_t 0.012] [optim_t 0.173] [lr 0.002715] [CE 4.000 (3.962)] [KD 0.000 (0.000)] +2024-10-11 20:59:09,483 - Train: 20.08% [75350/375300] [60.2/300.0] [batch_t 0.246 (0.233)] [data_t 0.073] [optim_t 0.174] [lr 0.002714] [CE 3.465 (3.909)] [KD 0.000 (0.000)] +2024-10-11 20:59:20,858 - Train: 20.09% [75400/375300] [60.3/300.0] [batch_t 0.261 (0.227)] [data_t 0.088] [optim_t 0.174] [lr 0.002714] [CE 3.913 (3.937)] [KD 0.000 (0.000)] +2024-10-11 20:59:32,404 - Train: 20.10% [75450/375300] [60.3/300.0] [batch_t 0.187 (0.231)] [data_t 0.009] [optim_t 0.178] [lr 0.002714] [CE 3.818 (3.932)] [KD 0.000 (0.000)] +2024-10-11 20:59:44,432 - Train: 20.12% [75500/375300] [60.4/300.0] [batch_t 0.257 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.002713] [CE 4.140 (3.931)] [KD 0.000 (0.000)] +2024-10-11 20:59:56,460 - Train: 20.13% [75550/375300] [60.4/300.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.218] [lr 0.002713] [CE 3.763 (3.917)] [KD 0.000 (0.000)] +2024-10-11 21:00:08,409 - Train: 20.14% [75600/375300] [60.4/300.0] [batch_t 0.258 (0.239)] [data_t 0.009] [optim_t 0.249] [lr 0.002712] [CE 4.047 (4.000)] [KD 0.000 (0.000)] +2024-10-11 21:00:20,404 - Train: 20.16% [75650/375300] [60.5/300.0] [batch_t 0.253 (0.240)] [data_t 0.009] [optim_t 0.244] [lr 0.002712] [CE 3.800 (3.951)] [KD 0.000 (0.000)] +2024-10-11 21:00:32,329 - Train: 20.17% [75700/375300] [60.5/300.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.002712] [CE 3.874 (3.954)] [KD 0.000 (0.000)] +2024-10-11 21:00:44,235 - Train: 20.18% [75750/375300] [60.6/300.0] [batch_t 0.245 (0.238)] [data_t 0.009] [optim_t 0.236] [lr 0.002711] [CE 4.341 (4.008)] [KD 0.000 (0.000)] +2024-10-11 21:00:56,151 - Train: 20.20% [75800/375300] [60.6/300.0] [batch_t 0.255 (0.238)] [data_t 0.009] [optim_t 0.247] [lr 0.002711] [CE 3.921 (3.900)] [KD 0.000 (0.000)] +2024-10-11 21:01:07,936 - Train: 20.21% [75850/375300] [60.6/300.0] [batch_t 0.203 (0.236)] [data_t 0.009] [optim_t 0.194] [lr 0.002711] [CE 3.881 (3.916)] [KD 0.000 (0.000)] +2024-10-11 21:01:20,190 - Train: 20.22% [75900/375300] [60.7/300.0] [batch_t 0.187 (0.245)] [data_t 0.009] [optim_t 0.178] [lr 0.002710] [CE 3.632 (3.927)] [KD 0.000 (0.000)] +2024-10-11 21:01:31,880 - Train: 20.24% [75950/375300] [60.7/300.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.002710] [CE 4.148 (3.976)] [KD 0.000 (0.000)] +2024-10-11 21:01:43,934 - Train: 20.25% [76000/375300] [60.8/300.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.002709] [CE 3.678 (3.959)] [KD 0.000 (0.000)] +2024-10-11 21:01:55,523 - Train: 20.26% [76050/375300] [60.8/300.0] [batch_t 0.264 (0.232)] [data_t 0.009] [optim_t 0.256] [lr 0.002709] [CE 4.279 (3.917)] [KD 0.000 (0.000)] +2024-10-11 21:02:07,795 - Train: 20.28% [76100/375300] [60.8/300.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002709] [CE 4.228 (3.911)] [KD 0.000 (0.000)] +2024-10-11 21:02:19,951 - Train: 20.29% [76150/375300] [60.9/300.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.212] [lr 0.002708] [CE 3.724 (3.921)] [KD 0.000 (0.000)] +2024-10-11 21:02:31,875 - Train: 20.30% [76200/375300] [60.9/300.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002708] [CE 3.936 (4.002)] [KD 0.000 (0.000)] +2024-10-11 21:02:43,836 - Train: 20.32% [76250/375300] [61.0/300.0] [batch_t 0.266 (0.239)] [data_t 0.009] [optim_t 0.258] [lr 0.002708] [CE 4.098 (3.908)] [KD 0.000 (0.000)] +2024-10-11 21:02:55,959 - Train: 20.33% [76300/375300] [61.0/300.0] [batch_t 0.184 (0.242)] [data_t 0.009] [optim_t 0.176] [lr 0.002707] [CE 3.492 (3.894)] [KD 0.000 (0.000)] +2024-10-11 21:02:58,071 - ==> Total time: 5:09:40 Eta: 20:13:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:03:10,676 - Train: 20.34% [76350/375300] [61.0/300.0] [batch_t 0.190 (0.290)] [data_t 0.009] [optim_t 0.181] [lr 0.002707] [CE 3.856 (3.916)] [KD 0.000 (0.000)] +2024-10-11 21:03:22,066 - Train: 20.36% [76400/375300] [61.1/300.0] [batch_t 0.255 (0.228)] [data_t 0.009] [optim_t 0.246] [lr 0.002707] [CE 3.766 (3.888)] [KD 0.000 (0.000)] +2024-10-11 21:03:33,856 - Train: 20.37% [76450/375300] [61.1/300.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.002706] [CE 3.787 (3.875)] [KD 0.000 (0.000)] +2024-10-11 21:03:45,712 - Train: 20.38% [76500/375300] [61.2/300.0] [batch_t 0.200 (0.237)] [data_t 0.009] [optim_t 0.190] [lr 0.002706] [CE 4.200 (3.933)] [KD 0.000 (0.000)] +2024-10-11 21:03:57,745 - Train: 20.40% [76550/375300] [61.2/300.0] [batch_t 0.220 (0.241)] [data_t 0.009] [optim_t 0.211] [lr 0.002705] [CE 3.989 (3.974)] [KD 0.000 (0.000)] +2024-10-11 21:04:09,561 - Train: 20.41% [76600/375300] [61.2/300.0] [batch_t 0.245 (0.236)] [data_t 0.009] [optim_t 0.236] [lr 0.002705] [CE 3.813 (3.866)] [KD 0.000 (0.000)] +2024-10-11 21:04:21,283 - Train: 20.42% [76650/375300] [61.3/300.0] [batch_t 0.210 (0.234)] [data_t 0.009] [optim_t 0.201] [lr 0.002705] [CE 3.859 (4.011)] [KD 0.000 (0.000)] +2024-10-11 21:04:33,186 - Train: 20.44% [76700/375300] [61.3/300.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.002704] [CE 3.922 (3.935)] [KD 0.000 (0.000)] +2024-10-11 21:04:44,841 - Train: 20.45% [76750/375300] [61.4/300.0] [batch_t 0.206 (0.233)] [data_t 0.009] [optim_t 0.197] [lr 0.002704] [CE 3.679 (3.927)] [KD 0.000 (0.000)] +2024-10-11 21:04:56,741 - Train: 20.46% [76800/375300] [61.4/300.0] [batch_t 0.248 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.002704] [CE 3.609 (3.967)] [KD 0.000 (0.000)] +2024-10-11 21:05:08,542 - Train: 20.48% [76850/375300] [61.4/300.0] [batch_t 0.264 (0.236)] [data_t 0.009] [optim_t 0.255] [lr 0.002703] [CE 3.887 (3.939)] [KD 0.000 (0.000)] +2024-10-11 21:05:20,399 - Train: 20.49% [76900/375300] [61.5/300.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002703] [CE 3.519 (3.923)] [KD 0.000 (0.000)] +2024-10-11 21:05:32,497 - Train: 20.50% [76950/375300] [61.5/300.0] [batch_t 0.208 (0.242)] [data_t 0.009] [optim_t 0.199] [lr 0.002702] [CE 3.936 (3.988)] [KD 0.000 (0.000)] +2024-10-11 21:05:44,443 - Train: 20.52% [77000/375300] [61.6/300.0] [batch_t 0.281 (0.239)] [data_t 0.009] [optim_t 0.272] [lr 0.002702] [CE 3.909 (3.916)] [KD 0.000 (0.000)] +2024-10-11 21:05:56,378 - Train: 20.53% [77050/375300] [61.6/300.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.002702] [CE 3.874 (3.930)] [KD 0.000 (0.000)] +2024-10-11 21:06:08,160 - Train: 20.54% [77100/375300] [61.6/300.0] [batch_t 0.186 (0.236)] [data_t 0.009] [optim_t 0.177] [lr 0.002701] [CE 4.016 (3.956)] [KD 0.000 (0.000)] +2024-10-11 21:06:20,194 - Train: 20.56% [77150/375300] [61.7/300.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.002701] [CE 3.583 (3.928)] [KD 0.000 (0.000)] +2024-10-11 21:06:32,237 - Train: 20.57% [77200/375300] [61.7/300.0] [batch_t 0.258 (0.241)] [data_t 0.009] [optim_t 0.249] [lr 0.002701] [CE 3.899 (3.938)] [KD 0.000 (0.000)] +2024-10-11 21:06:44,378 - Train: 20.58% [77250/375300] [61.8/300.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002700] [CE 3.834 (3.976)] [KD 0.000 (0.000)] +2024-10-11 21:06:56,350 - Train: 20.60% [77300/375300] [61.8/300.0] [batch_t 0.277 (0.239)] [data_t 0.009] [optim_t 0.268] [lr 0.002700] [CE 4.089 (3.956)] [KD 0.000 (0.000)] +2024-10-11 21:07:08,186 - Train: 20.61% [77350/375300] [61.8/300.0] [batch_t 0.212 (0.237)] [data_t 0.009] [optim_t 0.203] [lr 0.002699] [CE 4.147 (3.937)] [KD 0.000 (0.000)] +2024-10-11 21:07:20,407 - Train: 20.62% [77400/375300] [61.9/300.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.234] [lr 0.002699] [CE 3.988 (3.924)] [KD 0.000 (0.000)] +2024-10-11 21:07:32,500 - Train: 20.64% [77450/375300] [61.9/300.0] [batch_t 0.256 (0.242)] [data_t 0.009] [optim_t 0.247] [lr 0.002699] [CE 3.675 (3.933)] [KD 0.000 (0.000)] +2024-10-11 21:07:44,549 - Train: 20.65% [77500/375300] [62.0/300.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.002698] [CE 3.840 (3.897)] [KD 0.000 (0.000)] +2024-10-11 21:07:56,928 - Train: 20.66% [77550/375300] [62.0/300.0] [batch_t 0.376 (0.247)] [data_t 0.009] [optim_t 0.368] [lr 0.002698] [CE 3.990 (3.974)] [KD 0.000 (0.000)] +2024-10-11 21:07:59,104 - ==> Total time: 5:14:41 Eta: 20:08:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:08:11,135 - Train: 20.68% [77600/375300] [62.0/300.0] [batch_t 0.183 (0.284)] [data_t 0.009] [optim_t 0.174] [lr 0.002698] [CE 3.770 (3.892)] [KD 0.000 (0.000)] +2024-10-11 21:08:23,677 - Train: 20.69% [77650/375300] [62.1/300.0] [batch_t 0.183 (0.251)] [data_t 0.009] [optim_t 0.174] [lr 0.002697] [CE 3.962 (3.957)] [KD 0.000 (0.000)] +2024-10-11 21:08:35,593 - Train: 20.70% [77700/375300] [62.1/300.0] [batch_t 0.196 (0.238)] [data_t 0.009] [optim_t 0.187] [lr 0.002697] [CE 4.181 (3.981)] [KD 0.000 (0.000)] +2024-10-11 21:08:47,678 - Train: 20.72% [77750/375300] [62.2/300.0] [batch_t 0.384 (0.242)] [data_t 0.009] [optim_t 0.375] [lr 0.002696] [CE 3.677 (3.939)] [KD 0.000 (0.000)] +2024-10-11 21:08:59,424 - Train: 20.73% [77800/375300] [62.2/300.0] [batch_t 0.204 (0.235)] [data_t 0.009] [optim_t 0.195] [lr 0.002696] [CE 4.070 (3.978)] [KD 0.000 (0.000)] +2024-10-11 21:09:10,628 - Train: 20.74% [77850/375300] [62.2/300.0] [batch_t 0.233 (0.224)] [data_t 0.009] [optim_t 0.224] [lr 0.002696] [CE 3.972 (3.993)] [KD 0.000 (0.000)] +2024-10-11 21:09:22,527 - Train: 20.76% [77900/375300] [62.3/300.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002695] [CE 4.130 (3.945)] [KD 0.000 (0.000)] +2024-10-11 21:09:34,365 - Train: 20.77% [77950/375300] [62.3/300.0] [batch_t 0.264 (0.237)] [data_t 0.009] [optim_t 0.255] [lr 0.002695] [CE 3.927 (3.883)] [KD 0.000 (0.000)] +2024-10-11 21:09:46,483 - Train: 20.78% [78000/375300] [62.4/300.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.002695] [CE 3.999 (3.947)] [KD 0.000 (0.000)] +2024-10-11 21:09:58,389 - Train: 20.80% [78050/375300] [62.4/300.0] [batch_t 0.268 (0.238)] [data_t 0.009] [optim_t 0.259] [lr 0.002694] [CE 3.682 (3.942)] [KD 0.000 (0.000)] +2024-10-11 21:10:10,144 - Train: 20.81% [78100/375300] [62.4/300.0] [batch_t 0.232 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002694] [CE 3.699 (3.923)] [KD 0.000 (0.000)] +2024-10-11 21:10:21,925 - Train: 20.82% [78150/375300] [62.5/300.0] [batch_t 0.265 (0.236)] [data_t 0.009] [optim_t 0.256] [lr 0.002693] [CE 4.049 (3.910)] [KD 0.000 (0.000)] +2024-10-11 21:10:33,763 - Train: 20.84% [78200/375300] [62.5/300.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002693] [CE 3.921 (3.969)] [KD 0.000 (0.000)] +2024-10-11 21:10:45,733 - Train: 20.85% [78250/375300] [62.5/300.0] [batch_t 0.205 (0.239)] [data_t 0.009] [optim_t 0.196] [lr 0.002693] [CE 4.085 (3.951)] [KD 0.000 (0.000)] +2024-10-11 21:10:57,436 - Train: 20.86% [78300/375300] [62.6/300.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.002692] [CE 3.814 (3.975)] [KD 0.000 (0.000)] +2024-10-11 21:11:09,376 - Train: 20.88% [78350/375300] [62.6/300.0] [batch_t 0.202 (0.239)] [data_t 0.009] [optim_t 0.193] [lr 0.002692] [CE 3.858 (3.939)] [KD 0.000 (0.000)] +2024-10-11 21:11:21,237 - Train: 20.89% [78400/375300] [62.7/300.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002692] [CE 3.801 (3.911)] [KD 0.000 (0.000)] +2024-10-11 21:11:33,196 - Train: 20.90% [78450/375300] [62.7/300.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.002691] [CE 3.954 (3.898)] [KD 0.000 (0.000)] +2024-10-11 21:11:45,057 - Train: 20.92% [78500/375300] [62.7/300.0] [batch_t 0.248 (0.237)] [data_t 0.009] [optim_t 0.239] [lr 0.002691] [CE 4.013 (3.959)] [KD 0.000 (0.000)] +2024-10-11 21:11:57,060 - Train: 20.93% [78550/375300] [62.8/300.0] [batch_t 0.207 (0.240)] [data_t 0.009] [optim_t 0.198] [lr 0.002690] [CE 3.782 (3.955)] [KD 0.000 (0.000)] +2024-10-11 21:12:08,986 - Train: 20.94% [78600/375300] [62.8/300.0] [batch_t 0.183 (0.238)] [data_t 0.009] [optim_t 0.175] [lr 0.002690] [CE 3.880 (3.931)] [KD 0.000 (0.000)] +2024-10-11 21:12:20,761 - Train: 20.96% [78650/375300] [62.9/300.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.002690] [CE 3.714 (3.932)] [KD 0.000 (0.000)] +2024-10-11 21:12:32,650 - Train: 20.97% [78700/375300] [62.9/300.0] [batch_t 0.260 (0.238)] [data_t 0.009] [optim_t 0.251] [lr 0.002689] [CE 3.773 (3.983)] [KD 0.000 (0.000)] +2024-10-11 21:12:44,684 - Train: 20.98% [78750/375300] [62.9/300.0] [batch_t 0.260 (0.241)] [data_t 0.009] [optim_t 0.252] [lr 0.002689] [CE 3.951 (3.956)] [KD 0.000 (0.000)] +2024-10-11 21:12:56,884 - Train: 21.00% [78800/375300] [63.0/300.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.002688] [CE 3.788 (3.934)] [KD 0.000 (0.000)] +2024-10-11 21:12:59,329 - ==> Total time: 5:19:42 Eta: 20:02:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:13:10,735 - Train: 21.01% [78850/375300] [63.0/300.0] [batch_t 0.189 (0.273)] [data_t 0.009] [optim_t 0.180] [lr 0.002688] [CE 3.965 (3.850)] [KD 0.000 (0.000)] +2024-10-11 21:13:23,116 - Train: 21.02% [78900/375300] [63.1/300.0] [batch_t 0.185 (0.247)] [data_t 0.009] [optim_t 0.175] [lr 0.002688] [CE 4.098 (3.946)] [KD 0.000 (0.000)] +2024-10-11 21:13:34,947 - Train: 21.04% [78950/375300] [63.1/300.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.002687] [CE 4.012 (3.901)] [KD 0.000 (0.000)] +2024-10-11 21:13:46,941 - Train: 21.05% [79000/375300] [63.1/300.0] [batch_t 0.183 (0.240)] [data_t 0.009] [optim_t 0.175] [lr 0.002687] [CE 3.935 (3.969)] [KD 0.000 (0.000)] +2024-10-11 21:13:58,309 - Train: 21.06% [79050/375300] [63.2/300.0] [batch_t 0.219 (0.227)] [data_t 0.009] [optim_t 0.210] [lr 0.002687] [CE 3.583 (3.922)] [KD 0.000 (0.000)] +2024-10-11 21:14:09,374 - Train: 21.08% [79100/375300] [63.2/300.0] [batch_t 0.237 (0.221)] [data_t 0.009] [optim_t 0.228] [lr 0.002686] [CE 4.064 (3.948)] [KD 0.000 (0.000)] +2024-10-11 21:14:20,472 - Train: 21.09% [79150/375300] [63.3/300.0] [batch_t 0.290 (0.222)] [data_t 0.115] [optim_t 0.175] [lr 0.002686] [CE 3.688 (3.902)] [KD 0.000 (0.000)] +2024-10-11 21:14:31,970 - Train: 21.10% [79200/375300] [63.3/300.0] [batch_t 0.186 (0.230)] [data_t 0.009] [optim_t 0.177] [lr 0.002685] [CE 3.916 (3.907)] [KD 0.000 (0.000)] +2024-10-11 21:14:43,437 - Train: 21.12% [79250/375300] [63.3/300.0] [batch_t 0.182 (0.229)] [data_t 0.009] [optim_t 0.173] [lr 0.002685] [CE 3.795 (3.901)] [KD 0.000 (0.000)] +2024-10-11 21:14:54,751 - Train: 21.13% [79300/375300] [63.4/300.0] [batch_t 0.251 (0.226)] [data_t 0.009] [optim_t 0.242] [lr 0.002685] [CE 3.777 (3.948)] [KD 0.000 (0.000)] +2024-10-11 21:15:06,904 - Train: 21.14% [79350/375300] [63.4/300.0] [batch_t 0.271 (0.243)] [data_t 0.009] [optim_t 0.262] [lr 0.002684] [CE 4.098 (3.939)] [KD 0.000 (0.000)] +2024-10-11 21:15:18,838 - Train: 21.16% [79400/375300] [63.5/300.0] [batch_t 0.209 (0.239)] [data_t 0.009] [optim_t 0.200] [lr 0.002684] [CE 3.894 (3.973)] [KD 0.000 (0.000)] +2024-10-11 21:15:30,474 - Train: 21.17% [79450/375300] [63.5/300.0] [batch_t 0.228 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.002684] [CE 4.034 (3.928)] [KD 0.000 (0.000)] +2024-10-11 21:15:42,070 - Train: 21.18% [79500/375300] [63.5/300.0] [batch_t 0.189 (0.232)] [data_t 0.009] [optim_t 0.180] [lr 0.002683] [CE 3.942 (3.975)] [KD 0.000 (0.000)] +2024-10-11 21:15:53,880 - Train: 21.20% [79550/375300] [63.6/300.0] [batch_t 0.186 (0.236)] [data_t 0.009] [optim_t 0.177] [lr 0.002683] [CE 3.992 (3.950)] [KD 0.000 (0.000)] +2024-10-11 21:16:05,024 - Train: 21.21% [79600/375300] [63.6/300.0] [batch_t 0.202 (0.223)] [data_t 0.009] [optim_t 0.193] [lr 0.002682] [CE 3.634 (3.957)] [KD 0.000 (0.000)] +2024-10-11 21:16:16,564 - Train: 21.22% [79650/375300] [63.7/300.0] [batch_t 0.248 (0.231)] [data_t 0.009] [optim_t 0.239] [lr 0.002682] [CE 3.838 (3.964)] [KD 0.000 (0.000)] +2024-10-11 21:16:28,082 - Train: 21.24% [79700/375300] [63.7/300.0] [batch_t 0.272 (0.230)] [data_t 0.009] [optim_t 0.263] [lr 0.002682] [CE 3.801 (3.923)] [KD 0.000 (0.000)] +2024-10-11 21:16:39,242 - Train: 21.25% [79750/375300] [63.7/300.0] [batch_t 0.209 (0.223)] [data_t 0.009] [optim_t 0.200] [lr 0.002681] [CE 3.804 (3.930)] [KD 0.000 (0.000)] +2024-10-11 21:16:50,835 - Train: 21.26% [79800/375300] [63.8/300.0] [batch_t 0.318 (0.232)] [data_t 0.053] [optim_t 0.265] [lr 0.002681] [CE 3.785 (3.967)] [KD 0.000 (0.000)] +2024-10-11 21:17:02,328 - Train: 21.28% [79850/375300] [63.8/300.0] [batch_t 0.208 (0.230)] [data_t 0.034] [optim_t 0.174] [lr 0.002680] [CE 4.046 (3.865)] [KD 0.000 (0.000)] +2024-10-11 21:17:14,008 - Train: 21.29% [79900/375300] [63.9/300.0] [batch_t 0.206 (0.233)] [data_t 0.031] [optim_t 0.175] [lr 0.002680] [CE 4.042 (3.958)] [KD 0.000 (0.000)] +2024-10-11 21:17:25,769 - Train: 21.30% [79950/375300] [63.9/300.0] [batch_t 0.192 (0.235)] [data_t 0.009] [optim_t 0.183] [lr 0.002680] [CE 3.852 (3.965)] [KD 0.000 (0.000)] +2024-10-11 21:17:37,582 - Train: 21.32% [80000/375300] [63.9/300.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.002679] [CE 4.015 (3.929)] [KD 0.000 (0.000)] +2024-10-11 21:17:49,358 - Train: 21.33% [80050/375300] [64.0/300.0] [batch_t 0.207 (0.235)] [data_t 0.009] [optim_t 0.198] [lr 0.002679] [CE 4.164 (3.924)] [KD 0.000 (0.000)] +2024-10-11 21:17:52,084 - ==> Total time: 5:24:34 Eta: 19:56:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:18:03,144 - Train: 21.34% [80100/375300] [64.0/300.0] [batch_t 0.184 (0.271)] [data_t 0.009] [optim_t 0.175] [lr 0.002679] [CE 3.837 (3.832)] [KD 0.000 (0.000)] +2024-10-11 21:18:14,885 - Train: 21.36% [80150/375300] [64.1/300.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002678] [CE 3.929 (3.953)] [KD 0.000 (0.000)] +2024-10-11 21:18:26,918 - Train: 21.37% [80200/375300] [64.1/300.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002678] [CE 3.626 (3.958)] [KD 0.000 (0.000)] +2024-10-11 21:18:39,057 - Train: 21.38% [80250/375300] [64.1/300.0] [batch_t 0.216 (0.243)] [data_t 0.009] [optim_t 0.207] [lr 0.002677] [CE 4.020 (3.939)] [KD 0.000 (0.000)] +2024-10-11 21:18:50,721 - Train: 21.40% [80300/375300] [64.2/300.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.002677] [CE 4.203 (3.965)] [KD 0.000 (0.000)] +2024-10-11 21:19:02,390 - Train: 21.41% [80350/375300] [64.2/300.0] [batch_t 0.213 (0.233)] [data_t 0.009] [optim_t 0.204] [lr 0.002677] [CE 3.898 (3.940)] [KD 0.000 (0.000)] +2024-10-11 21:19:14,248 - Train: 21.42% [80400/375300] [64.3/300.0] [batch_t 0.189 (0.237)] [data_t 0.009] [optim_t 0.180] [lr 0.002676] [CE 4.062 (3.920)] [KD 0.000 (0.000)] +2024-10-11 21:19:26,381 - Train: 21.44% [80450/375300] [64.3/300.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.002676] [CE 3.683 (3.927)] [KD 0.000 (0.000)] +2024-10-11 21:19:38,691 - Train: 21.45% [80500/375300] [64.3/300.0] [batch_t 0.182 (0.246)] [data_t 0.010] [optim_t 0.172] [lr 0.002675] [CE 3.721 (3.933)] [KD 0.000 (0.000)] +2024-10-11 21:19:50,680 - Train: 21.46% [80550/375300] [64.4/300.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.002675] [CE 4.133 (3.940)] [KD 0.000 (0.000)] +2024-10-11 21:20:02,741 - Train: 21.48% [80600/375300] [64.4/300.0] [batch_t 0.202 (0.241)] [data_t 0.009] [optim_t 0.193] [lr 0.002675] [CE 4.089 (3.904)] [KD 0.000 (0.000)] +2024-10-11 21:20:14,515 - Train: 21.49% [80650/375300] [64.5/300.0] [batch_t 0.251 (0.235)] [data_t 0.009] [optim_t 0.242] [lr 0.002674] [CE 3.944 (3.878)] [KD 0.000 (0.000)] +2024-10-11 21:20:26,528 - Train: 21.50% [80700/375300] [64.5/300.0] [batch_t 0.263 (0.240)] [data_t 0.009] [optim_t 0.254] [lr 0.002674] [CE 4.328 (3.922)] [KD 0.000 (0.000)] +2024-10-11 21:20:38,624 - Train: 21.52% [80750/375300] [64.5/300.0] [batch_t 0.190 (0.242)] [data_t 0.009] [optim_t 0.181] [lr 0.002673] [CE 4.164 (3.956)] [KD 0.000 (0.000)] +2024-10-11 21:20:50,505 - Train: 21.53% [80800/375300] [64.6/300.0] [batch_t 0.246 (0.237)] [data_t 0.009] [optim_t 0.237] [lr 0.002673] [CE 4.212 (3.929)] [KD 0.000 (0.000)] +2024-10-11 21:21:02,450 - Train: 21.54% [80850/375300] [64.6/300.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.002673] [CE 3.807 (3.953)] [KD 0.000 (0.000)] +2024-10-11 21:21:14,283 - Train: 21.56% [80900/375300] [64.7/300.0] [batch_t 0.251 (0.237)] [data_t 0.009] [optim_t 0.242] [lr 0.002672] [CE 3.899 (3.955)] [KD 0.000 (0.000)] +2024-10-11 21:21:26,179 - Train: 21.57% [80950/375300] [64.7/300.0] [batch_t 0.190 (0.238)] [data_t 0.009] [optim_t 0.181] [lr 0.002672] [CE 3.826 (3.933)] [KD 0.000 (0.000)] +2024-10-11 21:21:37,896 - Train: 21.58% [81000/375300] [64.7/300.0] [batch_t 0.244 (0.234)] [data_t 0.009] [optim_t 0.235] [lr 0.002672] [CE 3.813 (3.965)] [KD 0.000 (0.000)] +2024-10-11 21:21:49,793 - Train: 21.60% [81050/375300] [64.8/300.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.002671] [CE 4.273 (3.952)] [KD 0.000 (0.000)] +2024-10-11 21:22:01,675 - Train: 21.61% [81100/375300] [64.8/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.002671] [CE 4.051 (3.925)] [KD 0.000 (0.000)] +2024-10-11 21:22:13,920 - Train: 21.62% [81150/375300] [64.9/300.0] [batch_t 0.270 (0.245)] [data_t 0.009] [optim_t 0.261] [lr 0.002670] [CE 3.779 (3.956)] [KD 0.000 (0.000)] +2024-10-11 21:22:25,876 - Train: 21.64% [81200/375300] [64.9/300.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002670] [CE 3.881 (3.936)] [KD 0.000 (0.000)] +2024-10-11 21:22:37,890 - Train: 21.65% [81250/375300] [64.9/300.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.002670] [CE 4.329 (3.937)] [KD 0.000 (0.000)] +2024-10-11 21:22:49,920 - Train: 21.66% [81300/375300] [65.0/300.0] [batch_t 0.216 (0.241)] [data_t 0.019] [optim_t 0.197] [lr 0.002669] [CE 4.113 (3.916)] [KD 0.000 (0.000)] +2024-10-11 21:23:04,941 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 34181] [top5_cnt 44563] [top_all 50000] +2024-10-11 21:23:04,942 - net: 68.362 (89.126) +2024-10-11 21:23:17,033 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 37266] [top5_cnt 46268] [top_all 50000] +2024-10-11 21:23:17,033 - net_E: 74.532 (92.536) +2024-10-11 21:23:17,183 - Max [top1: 68.362 (epoch: 65)] [top1-ema: 74.532 (epoch: 65)] +2024-10-11 21:23:17,184 - ==> Total time: 5:29:59 Eta: 19:53:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:23:31,029 - Train: 21.68% [81350/375300] [65.0/300.0] [batch_t 0.188 (0.244)] [data_t 0.009] [optim_t 0.179] [lr 0.002669] [CE 3.525 (3.840)] [KD 0.000 (0.000)] +2024-10-11 21:23:42,779 - Train: 21.69% [81400/375300] [65.1/300.0] [batch_t 0.245 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.002668] [CE 4.180 (3.920)] [KD 0.000 (0.000)] +2024-10-11 21:23:54,951 - Train: 21.70% [81450/375300] [65.1/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.177] [lr 0.002668] [CE 3.602 (3.958)] [KD 0.000 (0.000)] +2024-10-11 21:24:06,801 - Train: 21.72% [81500/375300] [65.1/300.0] [batch_t 0.219 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.002668] [CE 3.825 (3.927)] [KD 0.000 (0.000)] +2024-10-11 21:24:18,702 - Train: 21.73% [81550/375300] [65.2/300.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002667] [CE 4.075 (3.943)] [KD 0.000 (0.000)] +2024-10-11 21:24:30,366 - Train: 21.74% [81600/375300] [65.2/300.0] [batch_t 0.238 (0.233)] [data_t 0.009] [optim_t 0.229] [lr 0.002667] [CE 4.096 (3.967)] [KD 0.000 (0.000)] +2024-10-11 21:24:42,081 - Train: 21.76% [81650/375300] [65.3/300.0] [batch_t 0.222 (0.234)] [data_t 0.009] [optim_t 0.213] [lr 0.002666] [CE 3.673 (3.940)] [KD 0.000 (0.000)] +2024-10-11 21:24:53,931 - Train: 21.77% [81700/375300] [65.3/300.0] [batch_t 0.324 (0.237)] [data_t 0.009] [optim_t 0.316] [lr 0.002666] [CE 3.974 (3.833)] [KD 0.000 (0.000)] +2024-10-11 21:25:05,481 - Train: 21.78% [81750/375300] [65.3/300.0] [batch_t 0.251 (0.231)] [data_t 0.009] [optim_t 0.242] [lr 0.002666] [CE 3.758 (3.918)] [KD 0.000 (0.000)] +2024-10-11 21:25:17,320 - Train: 21.80% [81800/375300] [65.4/300.0] [batch_t 0.201 (0.237)] [data_t 0.009] [optim_t 0.192] [lr 0.002665] [CE 3.962 (3.958)] [KD 0.000 (0.000)] +2024-10-11 21:25:29,214 - Train: 21.81% [81850/375300] [65.4/300.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.002665] [CE 4.014 (3.919)] [KD 0.000 (0.000)] +2024-10-11 21:25:41,254 - Train: 21.82% [81900/375300] [65.5/300.0] [batch_t 0.266 (0.241)] [data_t 0.009] [optim_t 0.257] [lr 0.002664] [CE 4.009 (3.895)] [KD 0.000 (0.000)] +2024-10-11 21:25:53,182 - Train: 21.84% [81950/375300] [65.5/300.0] [batch_t 0.201 (0.238)] [data_t 0.009] [optim_t 0.192] [lr 0.002664] [CE 3.864 (3.924)] [KD 0.000 (0.000)] +2024-10-11 21:26:05,128 - Train: 21.85% [82000/375300] [65.5/300.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.002664] [CE 3.444 (3.926)] [KD 0.000 (0.000)] +2024-10-11 21:26:16,977 - Train: 21.86% [82050/375300] [65.6/300.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002663] [CE 3.814 (3.983)] [KD 0.000 (0.000)] +2024-10-11 21:26:28,902 - Train: 21.88% [82100/375300] [65.6/300.0] [batch_t 0.259 (0.238)] [data_t 0.009] [optim_t 0.250] [lr 0.002663] [CE 3.737 (3.939)] [KD 0.000 (0.000)] +2024-10-11 21:26:40,981 - Train: 21.89% [82150/375300] [65.7/300.0] [batch_t 0.268 (0.241)] [data_t 0.009] [optim_t 0.259] [lr 0.002663] [CE 4.107 (3.957)] [KD 0.000 (0.000)] +2024-10-11 21:26:53,131 - Train: 21.90% [82200/375300] [65.7/300.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.241] [lr 0.002662] [CE 4.003 (3.953)] [KD 0.000 (0.000)] +2024-10-11 21:27:05,273 - Train: 21.92% [82250/375300] [65.7/300.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.002662] [CE 3.649 (3.959)] [KD 0.000 (0.000)] +2024-10-11 21:27:17,164 - Train: 21.93% [82300/375300] [65.8/300.0] [batch_t 0.269 (0.238)] [data_t 0.009] [optim_t 0.260] [lr 0.002661] [CE 3.976 (3.933)] [KD 0.000 (0.000)] +2024-10-11 21:27:29,383 - Train: 21.94% [82350/375300] [65.8/300.0] [batch_t 0.262 (0.244)] [data_t 0.009] [optim_t 0.253] [lr 0.002661] [CE 3.847 (3.913)] [KD 0.000 (0.000)] +2024-10-11 21:27:41,290 - Train: 21.96% [82400/375300] [65.9/300.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002661] [CE 3.782 (3.992)] [KD 0.000 (0.000)] +2024-10-11 21:27:53,129 - Train: 21.97% [82450/375300] [65.9/300.0] [batch_t 0.250 (0.237)] [data_t 0.009] [optim_t 0.241] [lr 0.002660] [CE 4.202 (3.906)] [KD 0.000 (0.000)] +2024-10-11 21:28:04,915 - Train: 21.98% [82500/375300] [65.9/300.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002660] [CE 3.936 (3.956)] [KD 0.000 (0.000)] +2024-10-11 21:28:16,802 - Train: 22.00% [82550/375300] [66.0/300.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002659] [CE 3.917 (3.928)] [KD 0.000 (0.000)] +2024-10-11 21:28:19,991 - ==> Total time: 5:35:02 Eta: 19:47:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:28:30,292 - Train: 22.01% [82600/375300] [66.0/300.0] [batch_t 0.186 (0.260)] [data_t 0.009] [optim_t 0.177] [lr 0.002659] [CE 4.141 (3.864)] [KD 0.000 (0.000)] +2024-10-11 21:28:41,691 - Train: 22.02% [82650/375300] [66.1/300.0] [batch_t 0.200 (0.228)] [data_t 0.009] [optim_t 0.191] [lr 0.002659] [CE 3.961 (3.928)] [KD 0.000 (0.000)] +2024-10-11 21:28:53,246 - Train: 22.04% [82700/375300] [66.1/300.0] [batch_t 0.209 (0.231)] [data_t 0.009] [optim_t 0.201] [lr 0.002658] [CE 3.752 (3.900)] [KD 0.000 (0.000)] +2024-10-11 21:29:04,886 - Train: 22.05% [82750/375300] [66.1/300.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.210] [lr 0.002658] [CE 3.759 (3.946)] [KD 0.000 (0.000)] +2024-10-11 21:29:16,402 - Train: 22.06% [82800/375300] [66.2/300.0] [batch_t 0.217 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.002657] [CE 4.075 (3.920)] [KD 0.000 (0.000)] +2024-10-11 21:29:27,769 - Train: 22.08% [82850/375300] [66.2/300.0] [batch_t 0.236 (0.227)] [data_t 0.009] [optim_t 0.227] [lr 0.002657] [CE 4.088 (3.897)] [KD 0.000 (0.000)] +2024-10-11 21:29:39,464 - Train: 22.09% [82900/375300] [66.3/300.0] [batch_t 0.186 (0.234)] [data_t 0.009] [optim_t 0.177] [lr 0.002657] [CE 3.639 (3.939)] [KD 0.000 (0.000)] +2024-10-11 21:29:50,921 - Train: 22.10% [82950/375300] [66.3/300.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.212] [lr 0.002656] [CE 4.068 (3.915)] [KD 0.000 (0.000)] +2024-10-11 21:30:02,516 - Train: 22.12% [83000/375300] [66.3/300.0] [batch_t 0.263 (0.232)] [data_t 0.009] [optim_t 0.254] [lr 0.002656] [CE 3.899 (3.892)] [KD 0.000 (0.000)] +2024-10-11 21:30:13,964 - Train: 22.13% [83050/375300] [66.4/300.0] [batch_t 0.213 (0.229)] [data_t 0.009] [optim_t 0.204] [lr 0.002655] [CE 4.015 (3.931)] [KD 0.000 (0.000)] +2024-10-11 21:30:25,725 - Train: 22.14% [83100/375300] [66.4/300.0] [batch_t 0.259 (0.235)] [data_t 0.009] [optim_t 0.250] [lr 0.002655] [CE 3.819 (3.931)] [KD 0.000 (0.000)] +2024-10-11 21:30:37,423 - Train: 22.16% [83150/375300] [66.5/300.0] [batch_t 0.185 (0.234)] [data_t 0.009] [optim_t 0.176] [lr 0.002655] [CE 3.976 (3.856)] [KD 0.000 (0.000)] +2024-10-11 21:30:49,136 - Train: 22.17% [83200/375300] [66.5/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.002654] [CE 3.715 (3.909)] [KD 0.000 (0.000)] +2024-10-11 21:31:00,794 - Train: 22.18% [83250/375300] [66.5/300.0] [batch_t 0.282 (0.233)] [data_t 0.009] [optim_t 0.273] [lr 0.002654] [CE 3.899 (3.952)] [KD 0.000 (0.000)] +2024-10-11 21:31:12,399 - Train: 22.20% [83300/375300] [66.6/300.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.002653] [CE 3.842 (3.927)] [KD 0.000 (0.000)] +2024-10-11 21:31:23,952 - Train: 22.21% [83350/375300] [66.6/300.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.002653] [CE 3.778 (3.883)] [KD 0.000 (0.000)] +2024-10-11 21:31:35,629 - Train: 22.22% [83400/375300] [66.7/300.0] [batch_t 0.251 (0.233)] [data_t 0.009] [optim_t 0.242] [lr 0.002653] [CE 4.018 (3.976)] [KD 0.000 (0.000)] +2024-10-11 21:31:47,075 - Train: 22.24% [83450/375300] [66.7/300.0] [batch_t 0.214 (0.229)] [data_t 0.009] [optim_t 0.205] [lr 0.002652] [CE 3.884 (3.880)] [KD 0.000 (0.000)] +2024-10-11 21:31:58,802 - Train: 22.25% [83500/375300] [66.7/300.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.002652] [CE 3.797 (3.900)] [KD 0.000 (0.000)] +2024-10-11 21:32:10,223 - Train: 22.26% [83550/375300] [66.8/300.0] [batch_t 0.185 (0.228)] [data_t 0.009] [optim_t 0.176] [lr 0.002651] [CE 4.378 (3.946)] [KD 0.000 (0.000)] +2024-10-11 21:32:21,737 - Train: 22.28% [83600/375300] [66.8/300.0] [batch_t 0.202 (0.230)] [data_t 0.009] [optim_t 0.193] [lr 0.002651] [CE 4.051 (3.900)] [KD 0.000 (0.000)] +2024-10-11 21:32:33,625 - Train: 22.29% [83650/375300] [66.9/300.0] [batch_t 0.266 (0.238)] [data_t 0.009] [optim_t 0.257] [lr 0.002651] [CE 3.781 (3.943)] [KD 0.000 (0.000)] +2024-10-11 21:32:45,154 - Train: 22.30% [83700/375300] [66.9/300.0] [batch_t 0.257 (0.230)] [data_t 0.009] [optim_t 0.248] [lr 0.002650] [CE 4.159 (3.959)] [KD 0.000 (0.000)] +2024-10-11 21:32:56,647 - Train: 22.32% [83750/375300] [66.9/300.0] [batch_t 0.252 (0.230)] [data_t 0.009] [optim_t 0.244] [lr 0.002650] [CE 3.990 (3.897)] [KD 0.000 (0.000)] +2024-10-11 21:33:08,340 - Train: 22.33% [83800/375300] [67.0/300.0] [batch_t 0.222 (0.234)] [data_t 0.009] [optim_t 0.213] [lr 0.002649] [CE 3.981 (3.942)] [KD 0.000 (0.000)] +2024-10-11 21:33:11,819 - ==> Total time: 5:39:54 Eta: 19:42:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:33:21,880 - Train: 22.34% [83850/375300] [67.0/300.0] [batch_t 0.186 (0.257)] [data_t 0.009] [optim_t 0.177] [lr 0.002649] [CE 3.809 (3.899)] [KD 0.000 (0.000)] +2024-10-11 21:33:33,589 - Train: 22.36% [83900/375300] [67.1/300.0] [batch_t 0.244 (0.234)] [data_t 0.009] [optim_t 0.235] [lr 0.002649] [CE 3.997 (3.876)] [KD 0.000 (0.000)] +2024-10-11 21:33:45,097 - Train: 22.37% [83950/375300] [67.1/300.0] [batch_t 0.184 (0.230)] [data_t 0.009] [optim_t 0.175] [lr 0.002648] [CE 4.048 (3.917)] [KD 0.000 (0.000)] +2024-10-11 21:33:56,429 - Train: 22.38% [84000/375300] [67.1/300.0] [batch_t 0.248 (0.227)] [data_t 0.009] [optim_t 0.239] [lr 0.002648] [CE 3.985 (3.879)] [KD 0.000 (0.000)] +2024-10-11 21:34:07,902 - Train: 22.40% [84050/375300] [67.2/300.0] [batch_t 0.245 (0.229)] [data_t 0.009] [optim_t 0.236] [lr 0.002647] [CE 4.123 (3.848)] [KD 0.000 (0.000)] +2024-10-11 21:34:19,331 - Train: 22.41% [84100/375300] [67.2/300.0] [batch_t 0.186 (0.228)] [data_t 0.009] [optim_t 0.177] [lr 0.002647] [CE 4.226 (3.905)] [KD 0.000 (0.000)] +2024-10-11 21:34:30,723 - Train: 22.42% [84150/375300] [67.3/300.0] [batch_t 0.234 (0.228)] [data_t 0.009] [optim_t 0.225] [lr 0.002647] [CE 4.057 (3.893)] [KD 0.000 (0.000)] +2024-10-11 21:34:42,218 - Train: 22.44% [84200/375300] [67.3/300.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.002646] [CE 3.936 (3.852)] [KD 0.000 (0.000)] +2024-10-11 21:34:53,921 - Train: 22.45% [84250/375300] [67.3/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.177] [lr 0.002646] [CE 3.874 (3.934)] [KD 0.000 (0.000)] +2024-10-11 21:35:05,173 - Train: 22.46% [84300/375300] [67.4/300.0] [batch_t 0.211 (0.225)] [data_t 0.009] [optim_t 0.202] [lr 0.002645] [CE 4.073 (3.925)] [KD 0.000 (0.000)] +2024-10-11 21:35:16,449 - Train: 22.48% [84350/375300] [67.4/300.0] [batch_t 0.238 (0.225)] [data_t 0.009] [optim_t 0.229] [lr 0.002645] [CE 3.708 (3.911)] [KD 0.000 (0.000)] +2024-10-11 21:35:28,000 - Train: 22.49% [84400/375300] [67.5/300.0] [batch_t 0.182 (0.231)] [data_t 0.009] [optim_t 0.173] [lr 0.002645] [CE 4.150 (3.908)] [KD 0.000 (0.000)] +2024-10-11 21:35:39,017 - Train: 22.50% [84450/375300] [67.5/300.0] [batch_t 0.190 (0.220)] [data_t 0.009] [optim_t 0.181] [lr 0.002644] [CE 3.767 (3.924)] [KD 0.000 (0.000)] +2024-10-11 21:35:50,278 - Train: 22.52% [84500/375300] [67.5/300.0] [batch_t 0.246 (0.225)] [data_t 0.009] [optim_t 0.237] [lr 0.002644] [CE 3.788 (3.901)] [KD 0.000 (0.000)] +2024-10-11 21:36:01,863 - Train: 22.53% [84550/375300] [67.6/300.0] [batch_t 0.184 (0.232)] [data_t 0.009] [optim_t 0.175] [lr 0.002643] [CE 4.301 (3.945)] [KD 0.000 (0.000)] +2024-10-11 21:36:13,374 - Train: 22.54% [84600/375300] [67.6/300.0] [batch_t 0.229 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.002643] [CE 3.594 (3.876)] [KD 0.000 (0.000)] +2024-10-11 21:36:24,650 - Train: 22.56% [84650/375300] [67.7/300.0] [batch_t 0.258 (0.225)] [data_t 0.009] [optim_t 0.249] [lr 0.002643] [CE 3.963 (3.956)] [KD 0.000 (0.000)] +2024-10-11 21:36:36,104 - Train: 22.57% [84700/375300] [67.7/300.0] [batch_t 0.186 (0.229)] [data_t 0.009] [optim_t 0.177] [lr 0.002642] [CE 4.146 (3.927)] [KD 0.000 (0.000)] +2024-10-11 21:36:47,610 - Train: 22.58% [84750/375300] [67.7/300.0] [batch_t 0.243 (0.230)] [data_t 0.009] [optim_t 0.234] [lr 0.002642] [CE 4.250 (3.942)] [KD 0.000 (0.000)] +2024-10-11 21:36:59,129 - Train: 22.60% [84800/375300] [67.8/300.0] [batch_t 0.215 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.002641] [CE 3.517 (3.969)] [KD 0.000 (0.000)] +2024-10-11 21:37:10,557 - Train: 22.61% [84850/375300] [67.8/300.0] [batch_t 0.184 (0.228)] [data_t 0.009] [optim_t 0.175] [lr 0.002641] [CE 3.991 (3.961)] [KD 0.000 (0.000)] +2024-10-11 21:37:22,017 - Train: 22.62% [84900/375300] [67.9/300.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002641] [CE 3.778 (3.914)] [KD 0.000 (0.000)] +2024-10-11 21:37:33,495 - Train: 22.64% [84950/375300] [67.9/300.0] [batch_t 0.189 (0.229)] [data_t 0.009] [optim_t 0.180] [lr 0.002640] [CE 4.007 (3.946)] [KD 0.000 (0.000)] +2024-10-11 21:37:44,983 - Train: 22.65% [85000/375300] [67.9/300.0] [batch_t 0.195 (0.230)] [data_t 0.009] [optim_t 0.185] [lr 0.002640] [CE 4.021 (3.886)] [KD 0.000 (0.000)] +2024-10-11 21:37:56,346 - Train: 22.66% [85050/375300] [68.0/300.0] [batch_t 0.276 (0.227)] [data_t 0.009] [optim_t 0.267] [lr 0.002639] [CE 3.983 (3.965)] [KD 0.000 (0.000)] +2024-10-11 21:38:00,011 - ==> Total time: 5:44:42 Eta: 19:36:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:38:09,998 - Train: 22.68% [85100/375300] [68.0/300.0] [batch_t 0.184 (0.272)] [data_t 0.009] [optim_t 0.175] [lr 0.002639] [CE 3.753 (3.932)] [KD 0.000 (0.000)] +2024-10-11 21:38:22,046 - Train: 22.69% [85150/375300] [68.1/300.0] [batch_t 0.410 (0.241)] [data_t 0.009] [optim_t 0.400] [lr 0.002638] [CE 3.818 (3.973)] [KD 0.000 (0.000)] +2024-10-11 21:38:34,139 - Train: 22.70% [85200/375300] [68.1/300.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.002638] [CE 4.210 (3.855)] [KD 0.000 (0.000)] +2024-10-11 21:38:46,560 - Train: 22.72% [85250/375300] [68.1/300.0] [batch_t 0.249 (0.248)] [data_t 0.009] [optim_t 0.240] [lr 0.002638] [CE 4.135 (3.873)] [KD 0.000 (0.000)] +2024-10-11 21:38:58,927 - Train: 22.73% [85300/375300] [68.2/300.0] [batch_t 0.319 (0.247)] [data_t 0.009] [optim_t 0.310] [lr 0.002637] [CE 3.776 (3.872)] [KD 0.000 (0.000)] +2024-10-11 21:39:10,991 - Train: 22.74% [85350/375300] [68.2/300.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.002637] [CE 4.339 (3.947)] [KD 0.000 (0.000)] +2024-10-11 21:39:23,003 - Train: 22.76% [85400/375300] [68.3/300.0] [batch_t 0.255 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.002636] [CE 4.045 (3.873)] [KD 0.000 (0.000)] +2024-10-11 21:39:35,003 - Train: 22.77% [85450/375300] [68.3/300.0] [batch_t 0.348 (0.240)] [data_t 0.009] [optim_t 0.339] [lr 0.002636] [CE 3.984 (3.966)] [KD 0.000 (0.000)] +2024-10-11 21:39:47,024 - Train: 22.78% [85500/375300] [68.3/300.0] [batch_t 0.199 (0.240)] [data_t 0.009] [optim_t 0.189] [lr 0.002636] [CE 4.163 (3.927)] [KD 0.000 (0.000)] +2024-10-11 21:39:58,977 - Train: 22.80% [85550/375300] [68.4/300.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002635] [CE 3.625 (3.905)] [KD 0.000 (0.000)] +2024-10-11 21:40:11,116 - Train: 22.81% [85600/375300] [68.4/300.0] [batch_t 0.325 (0.243)] [data_t 0.009] [optim_t 0.316] [lr 0.002635] [CE 4.028 (3.901)] [KD 0.000 (0.000)] +2024-10-11 21:40:23,099 - Train: 22.82% [85650/375300] [68.5/300.0] [batch_t 0.266 (0.240)] [data_t 0.009] [optim_t 0.257] [lr 0.002634] [CE 3.578 (3.968)] [KD 0.000 (0.000)] +2024-10-11 21:40:34,620 - Train: 22.84% [85700/375300] [68.5/300.0] [batch_t 0.211 (0.230)] [data_t 0.009] [optim_t 0.202] [lr 0.002634] [CE 3.759 (3.924)] [KD 0.000 (0.000)] +2024-10-11 21:40:46,223 - Train: 22.85% [85750/375300] [68.5/300.0] [batch_t 0.308 (0.232)] [data_t 0.055] [optim_t 0.252] [lr 0.002634] [CE 3.928 (3.952)] [KD 0.000 (0.000)] +2024-10-11 21:40:58,151 - Train: 22.86% [85800/375300] [68.6/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.002633] [CE 3.986 (3.886)] [KD 0.000 (0.000)] +2024-10-11 21:41:10,246 - Train: 22.88% [85850/375300] [68.6/300.0] [batch_t 0.383 (0.242)] [data_t 0.060] [optim_t 0.323] [lr 0.002633] [CE 4.090 (3.920)] [KD 0.000 (0.000)] +2024-10-11 21:41:22,161 - Train: 22.89% [85900/375300] [68.7/300.0] [batch_t 0.408 (0.238)] [data_t 0.066] [optim_t 0.342] [lr 0.002632] [CE 3.876 (3.944)] [KD 0.000 (0.000)] +2024-10-11 21:41:33,863 - Train: 22.90% [85950/375300] [68.7/300.0] [batch_t 0.240 (0.234)] [data_t 0.063] [optim_t 0.177] [lr 0.002632] [CE 4.095 (3.976)] [KD 0.000 (0.000)] +2024-10-11 21:41:45,843 - Train: 22.92% [86000/375300] [68.7/300.0] [batch_t 0.233 (0.239)] [data_t 0.057] [optim_t 0.175] [lr 0.002632] [CE 3.857 (3.861)] [KD 0.000 (0.000)] +2024-10-11 21:41:57,990 - Train: 22.93% [86050/375300] [68.8/300.0] [batch_t 0.354 (0.243)] [data_t 0.100] [optim_t 0.254] [lr 0.002631] [CE 3.864 (3.922)] [KD 0.000 (0.000)] +2024-10-11 21:42:09,660 - Train: 22.94% [86100/375300] [68.8/300.0] [batch_t 0.219 (0.233)] [data_t 0.043] [optim_t 0.176] [lr 0.002631] [CE 3.542 (3.908)] [KD 0.000 (0.000)] +2024-10-11 21:42:21,512 - Train: 22.95% [86150/375300] [68.9/300.0] [batch_t 0.228 (0.237)] [data_t 0.046] [optim_t 0.182] [lr 0.002630] [CE 4.036 (3.936)] [KD 0.000 (0.000)] +2024-10-11 21:42:33,145 - Train: 22.97% [86200/375300] [68.9/300.0] [batch_t 0.241 (0.233)] [data_t 0.064] [optim_t 0.177] [lr 0.002630] [CE 3.836 (3.893)] [KD 0.000 (0.000)] +2024-10-11 21:42:45,112 - Train: 22.98% [86250/375300] [68.9/300.0] [batch_t 0.252 (0.239)] [data_t 0.075] [optim_t 0.176] [lr 0.002629] [CE 4.100 (3.944)] [KD 0.000 (0.000)] +2024-10-11 21:42:56,850 - Train: 22.99% [86300/375300] [69.0/300.0] [batch_t 0.264 (0.235)] [data_t 0.085] [optim_t 0.179] [lr 0.002629] [CE 3.985 (3.985)] [KD 0.000 (0.000)] +2024-10-11 21:43:00,759 - ==> Total time: 5:49:43 Eta: 19:30:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:43:13,297 - Train: 23.01% [86350/375300] [69.0/300.0] [batch_t 0.188 (0.249)] [data_t 0.009] [optim_t 0.179] [lr 0.002629] [CE 3.682 (3.909)] [KD 0.000 (0.000)] +2024-10-11 21:43:24,648 - Train: 23.02% [86400/375300] [69.1/300.0] [batch_t 0.225 (0.227)] [data_t 0.047] [optim_t 0.178] [lr 0.002628] [CE 3.778 (3.876)] [KD 0.000 (0.000)] +2024-10-11 21:43:36,028 - Train: 23.03% [86450/375300] [69.1/300.0] [batch_t 0.265 (0.227)] [data_t 0.009] [optim_t 0.256] [lr 0.002628] [CE 4.289 (3.912)] [KD 0.000 (0.000)] +2024-10-11 21:43:48,116 - Train: 23.05% [86500/375300] [69.1/300.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002627] [CE 3.776 (3.881)] [KD 0.000 (0.000)] +2024-10-11 21:44:00,110 - Train: 23.06% [86550/375300] [69.2/300.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.218] [lr 0.002627] [CE 4.184 (3.924)] [KD 0.000 (0.000)] +2024-10-11 21:44:12,305 - Train: 23.07% [86600/375300] [69.2/300.0] [batch_t 0.186 (0.244)] [data_t 0.009] [optim_t 0.177] [lr 0.002627] [CE 4.132 (3.879)] [KD 0.000 (0.000)] +2024-10-11 21:44:23,613 - Train: 23.09% [86650/375300] [69.3/300.0] [batch_t 0.243 (0.226)] [data_t 0.009] [optim_t 0.234] [lr 0.002626] [CE 4.099 (3.901)] [KD 0.000 (0.000)] +2024-10-11 21:44:35,314 - Train: 23.10% [86700/375300] [69.3/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.002626] [CE 3.806 (3.877)] [KD 0.000 (0.000)] +2024-10-11 21:44:46,636 - Train: 23.11% [86750/375300] [69.3/300.0] [batch_t 0.245 (0.226)] [data_t 0.009] [optim_t 0.236] [lr 0.002625] [CE 3.727 (3.905)] [KD 0.000 (0.000)] +2024-10-11 21:44:58,337 - Train: 23.13% [86800/375300] [69.4/300.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.002625] [CE 4.258 (3.913)] [KD 0.000 (0.000)] +2024-10-11 21:45:10,369 - Train: 23.14% [86850/375300] [69.4/300.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.002625] [CE 3.536 (3.965)] [KD 0.000 (0.000)] +2024-10-11 21:45:22,420 - Train: 23.15% [86900/375300] [69.5/300.0] [batch_t 0.315 (0.241)] [data_t 0.009] [optim_t 0.307] [lr 0.002624] [CE 3.959 (3.873)] [KD 0.000 (0.000)] +2024-10-11 21:45:34,303 - Train: 23.17% [86950/375300] [69.5/300.0] [batch_t 0.307 (0.238)] [data_t 0.009] [optim_t 0.298] [lr 0.002624] [CE 3.691 (3.935)] [KD 0.000 (0.000)] +2024-10-11 21:45:45,714 - Train: 23.18% [87000/375300] [69.5/300.0] [batch_t 0.222 (0.228)] [data_t 0.009] [optim_t 0.213] [lr 0.002623] [CE 3.918 (3.901)] [KD 0.000 (0.000)] +2024-10-11 21:45:57,059 - Train: 23.19% [87050/375300] [69.6/300.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.209] [lr 0.002623] [CE 3.572 (3.917)] [KD 0.000 (0.000)] +2024-10-11 21:46:09,273 - Train: 23.21% [87100/375300] [69.6/300.0] [batch_t 0.185 (0.244)] [data_t 0.009] [optim_t 0.176] [lr 0.002622] [CE 3.798 (3.884)] [KD 0.000 (0.000)] +2024-10-11 21:46:21,378 - Train: 23.22% [87150/375300] [69.7/300.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002622] [CE 3.924 (3.924)] [KD 0.000 (0.000)] +2024-10-11 21:46:33,437 - Train: 23.23% [87200/375300] [69.7/300.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002622] [CE 3.556 (3.887)] [KD 0.000 (0.000)] +2024-10-11 21:46:45,617 - Train: 23.25% [87250/375300] [69.7/300.0] [batch_t 0.190 (0.243)] [data_t 0.009] [optim_t 0.181] [lr 0.002621] [CE 4.000 (3.904)] [KD 0.000 (0.000)] +2024-10-11 21:46:57,687 - Train: 23.26% [87300/375300] [69.8/300.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.002621] [CE 4.057 (3.904)] [KD 0.000 (0.000)] +2024-10-11 21:47:09,724 - Train: 23.27% [87350/375300] [69.8/300.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002620] [CE 3.749 (3.909)] [KD 0.000 (0.000)] +2024-10-11 21:47:21,515 - Train: 23.29% [87400/375300] [69.9/300.0] [batch_t 0.193 (0.236)] [data_t 0.009] [optim_t 0.184] [lr 0.002620] [CE 3.901 (3.914)] [KD 0.000 (0.000)] +2024-10-11 21:47:33,402 - Train: 23.30% [87450/375300] [69.9/300.0] [batch_t 0.182 (0.238)] [data_t 0.009] [optim_t 0.173] [lr 0.002620] [CE 3.869 (3.963)] [KD 0.000 (0.000)] +2024-10-11 21:47:45,229 - Train: 23.31% [87500/375300] [69.9/300.0] [batch_t 0.229 (0.236)] [data_t 0.009] [optim_t 0.220] [lr 0.002619] [CE 3.793 (3.919)] [KD 0.000 (0.000)] +2024-10-11 21:47:57,211 - Train: 23.33% [87550/375300] [70.0/300.0] [batch_t 0.257 (0.240)] [data_t 0.009] [optim_t 0.248] [lr 0.002619] [CE 4.090 (3.816)] [KD 0.000 (0.000)] +2024-10-11 21:48:13,192 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 34215] [top5_cnt 44706] [top_all 50000] +2024-10-11 21:48:13,192 - net: 68.430 (89.412) +2024-10-11 21:48:25,354 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 37317] [top5_cnt 46348] [top_all 50000] +2024-10-11 21:48:25,354 - net_E: 74.634 (92.696) +2024-10-11 21:48:25,489 - Max [top1: 68.430 (epoch: 70)] [top1-ema: 74.634 (epoch: 70)] +2024-10-11 21:48:25,489 - ==> Total time: 5:55:08 Eta: 19:26:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:48:38,872 - Train: 23.34% [87600/375300] [70.0/300.0] [batch_t 0.191 (0.244)] [data_t 0.009] [optim_t 0.182] [lr 0.002618] [CE 3.710 (3.983)] [KD 0.000 (0.000)] +2024-10-11 21:48:50,277 - Train: 23.35% [87650/375300] [70.1/300.0] [batch_t 0.224 (0.228)] [data_t 0.050] [optim_t 0.174] [lr 0.002618] [CE 3.810 (3.912)] [KD 0.000 (0.000)] +2024-10-11 21:49:01,874 - Train: 23.37% [87700/375300] [70.1/300.0] [batch_t 0.300 (0.232)] [data_t 0.122] [optim_t 0.177] [lr 0.002617] [CE 3.724 (3.883)] [KD 0.000 (0.000)] +2024-10-11 21:49:14,101 - Train: 23.38% [87750/375300] [70.1/300.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002617] [CE 4.250 (3.914)] [KD 0.000 (0.000)] +2024-10-11 21:49:26,108 - Train: 23.39% [87800/375300] [70.2/300.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.002617] [CE 3.679 (3.869)] [KD 0.000 (0.000)] +2024-10-11 21:49:37,990 - Train: 23.41% [87850/375300] [70.2/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.002616] [CE 3.942 (3.904)] [KD 0.000 (0.000)] +2024-10-11 21:49:50,095 - Train: 23.42% [87900/375300] [70.3/300.0] [batch_t 0.196 (0.242)] [data_t 0.009] [optim_t 0.187] [lr 0.002616] [CE 3.622 (3.930)] [KD 0.000 (0.000)] +2024-10-11 21:50:02,286 - Train: 23.43% [87950/375300] [70.3/300.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.002615] [CE 4.197 (3.920)] [KD 0.000 (0.000)] +2024-10-11 21:50:13,924 - Train: 23.45% [88000/375300] [70.3/300.0] [batch_t 0.212 (0.233)] [data_t 0.009] [optim_t 0.203] [lr 0.002615] [CE 4.098 (3.913)] [KD 0.000 (0.000)] +2024-10-11 21:50:25,874 - Train: 23.46% [88050/375300] [70.4/300.0] [batch_t 0.190 (0.239)] [data_t 0.009] [optim_t 0.181] [lr 0.002615] [CE 3.993 (3.890)] [KD 0.000 (0.000)] +2024-10-11 21:50:37,798 - Train: 23.47% [88100/375300] [70.4/300.0] [batch_t 0.190 (0.238)] [data_t 0.009] [optim_t 0.181] [lr 0.002614] [CE 3.717 (3.820)] [KD 0.000 (0.000)] +2024-10-11 21:50:49,747 - Train: 23.49% [88150/375300] [70.5/300.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.002614] [CE 4.116 (3.947)] [KD 0.000 (0.000)] +2024-10-11 21:51:01,335 - Train: 23.50% [88200/375300] [70.5/300.0] [batch_t 0.270 (0.232)] [data_t 0.009] [optim_t 0.261] [lr 0.002613] [CE 4.090 (3.924)] [KD 0.000 (0.000)] +2024-10-11 21:51:13,176 - Train: 23.51% [88250/375300] [70.5/300.0] [batch_t 0.284 (0.237)] [data_t 0.009] [optim_t 0.276] [lr 0.002613] [CE 4.123 (3.903)] [KD 0.000 (0.000)] +2024-10-11 21:51:25,083 - Train: 23.53% [88300/375300] [70.6/300.0] [batch_t 0.257 (0.238)] [data_t 0.009] [optim_t 0.248] [lr 0.002612] [CE 3.588 (3.934)] [KD 0.000 (0.000)] +2024-10-11 21:51:36,926 - Train: 23.54% [88350/375300] [70.6/300.0] [batch_t 0.185 (0.237)] [data_t 0.009] [optim_t 0.176] [lr 0.002612] [CE 3.792 (3.871)] [KD 0.000 (0.000)] +2024-10-11 21:51:48,813 - Train: 23.55% [88400/375300] [70.7/300.0] [batch_t 0.316 (0.238)] [data_t 0.009] [optim_t 0.307] [lr 0.002612] [CE 4.280 (3.915)] [KD 0.000 (0.000)] +2024-10-11 21:52:00,230 - Train: 23.57% [88450/375300] [70.7/300.0] [batch_t 0.266 (0.228)] [data_t 0.009] [optim_t 0.257] [lr 0.002611] [CE 3.773 (3.918)] [KD 0.000 (0.000)] +2024-10-11 21:52:12,079 - Train: 23.58% [88500/375300] [70.7/300.0] [batch_t 0.252 (0.237)] [data_t 0.009] [optim_t 0.243] [lr 0.002611] [CE 4.133 (3.873)] [KD 0.000 (0.000)] +2024-10-11 21:52:23,945 - Train: 23.59% [88550/375300] [70.8/300.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002610] [CE 3.470 (3.856)] [KD 0.000 (0.000)] +2024-10-11 21:52:35,661 - Train: 23.61% [88600/375300] [70.8/300.0] [batch_t 0.184 (0.234)] [data_t 0.009] [optim_t 0.175] [lr 0.002610] [CE 3.896 (3.901)] [KD 0.000 (0.000)] +2024-10-11 21:52:47,275 - Train: 23.62% [88650/375300] [70.9/300.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002610] [CE 3.818 (3.904)] [KD 0.000 (0.000)] +2024-10-11 21:52:58,939 - Train: 23.63% [88700/375300] [70.9/300.0] [batch_t 0.278 (0.233)] [data_t 0.009] [optim_t 0.269] [lr 0.002609] [CE 4.006 (3.892)] [KD 0.000 (0.000)] +2024-10-11 21:53:10,372 - Train: 23.65% [88750/375300] [70.9/300.0] [batch_t 0.196 (0.229)] [data_t 0.009] [optim_t 0.187] [lr 0.002609] [CE 4.054 (3.944)] [KD 0.000 (0.000)] +2024-10-11 21:53:22,086 - Train: 23.66% [88800/375300] [71.0/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.002608] [CE 3.890 (3.889)] [KD 0.000 (0.000)] +2024-10-11 21:53:26,656 - ==> Total time: 6:00:09 Eta: 19:21:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:53:36,221 - Train: 23.67% [88850/375300] [71.0/300.0] [batch_t 0.187 (0.274)] [data_t 0.009] [optim_t 0.178] [lr 0.002608] [CE 3.840 (3.825)] [KD 0.000 (0.000)] +2024-10-11 21:53:47,685 - Train: 23.69% [88900/375300] [71.1/300.0] [batch_t 0.328 (0.229)] [data_t 0.009] [optim_t 0.319] [lr 0.002607] [CE 4.135 (3.871)] [KD 0.000 (0.000)] +2024-10-11 21:53:59,157 - Train: 23.70% [88950/375300] [71.1/300.0] [batch_t 0.227 (0.229)] [data_t 0.051] [optim_t 0.175] [lr 0.002607] [CE 3.879 (3.924)] [KD 0.000 (0.000)] +2024-10-11 21:54:10,643 - Train: 23.71% [89000/375300] [71.1/300.0] [batch_t 0.220 (0.230)] [data_t 0.046] [optim_t 0.174] [lr 0.002607] [CE 3.798 (3.866)] [KD 0.000 (0.000)] +2024-10-11 21:54:22,128 - Train: 23.73% [89050/375300] [71.2/300.0] [batch_t 0.302 (0.230)] [data_t 0.009] [optim_t 0.293] [lr 0.002606] [CE 3.683 (3.916)] [KD 0.000 (0.000)] +2024-10-11 21:54:33,750 - Train: 23.74% [89100/375300] [71.2/300.0] [batch_t 0.214 (0.232)] [data_t 0.009] [optim_t 0.205] [lr 0.002606] [CE 4.237 (3.868)] [KD 0.000 (0.000)] +2024-10-11 21:54:45,067 - Train: 23.75% [89150/375300] [71.3/300.0] [batch_t 0.247 (0.226)] [data_t 0.009] [optim_t 0.238] [lr 0.002605] [CE 4.204 (3.875)] [KD 0.000 (0.000)] +2024-10-11 21:54:56,577 - Train: 23.77% [89200/375300] [71.3/300.0] [batch_t 0.309 (0.230)] [data_t 0.009] [optim_t 0.299] [lr 0.002605] [CE 4.026 (3.881)] [KD 0.000 (0.000)] +2024-10-11 21:55:07,724 - Train: 23.78% [89250/375300] [71.3/300.0] [batch_t 0.211 (0.223)] [data_t 0.009] [optim_t 0.202] [lr 0.002604] [CE 3.876 (3.935)] [KD 0.000 (0.000)] +2024-10-11 21:55:19,207 - Train: 23.79% [89300/375300] [71.4/300.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.002604] [CE 4.031 (3.908)] [KD 0.000 (0.000)] +2024-10-11 21:55:30,564 - Train: 23.81% [89350/375300] [71.4/300.0] [batch_t 0.299 (0.227)] [data_t 0.009] [optim_t 0.290] [lr 0.002604] [CE 4.150 (3.914)] [KD 0.000 (0.000)] +2024-10-11 21:55:42,155 - Train: 23.82% [89400/375300] [71.5/300.0] [batch_t 0.248 (0.232)] [data_t 0.009] [optim_t 0.239] [lr 0.002603] [CE 4.179 (3.957)] [KD 0.000 (0.000)] +2024-10-11 21:55:53,541 - Train: 23.83% [89450/375300] [71.5/300.0] [batch_t 0.228 (0.228)] [data_t 0.009] [optim_t 0.219] [lr 0.002603] [CE 4.023 (3.967)] [KD 0.000 (0.000)] +2024-10-11 21:56:05,171 - Train: 23.85% [89500/375300] [71.5/300.0] [batch_t 0.319 (0.232)] [data_t 0.009] [optim_t 0.310] [lr 0.002602] [CE 3.671 (3.942)] [KD 0.000 (0.000)] +2024-10-11 21:56:16,288 - Train: 23.86% [89550/375300] [71.6/300.0] [batch_t 0.227 (0.222)] [data_t 0.009] [optim_t 0.218] [lr 0.002602] [CE 4.123 (3.934)] [KD 0.000 (0.000)] +2024-10-11 21:56:27,606 - Train: 23.87% [89600/375300] [71.6/300.0] [batch_t 0.250 (0.226)] [data_t 0.009] [optim_t 0.240] [lr 0.002602] [CE 4.000 (3.832)] [KD 0.000 (0.000)] +2024-10-11 21:56:39,159 - Train: 23.89% [89650/375300] [71.7/300.0] [batch_t 0.332 (0.231)] [data_t 0.093] [optim_t 0.239] [lr 0.002601] [CE 3.482 (3.925)] [KD 0.000 (0.000)] +2024-10-11 21:56:51,009 - Train: 23.90% [89700/375300] [71.7/300.0] [batch_t 0.250 (0.237)] [data_t 0.009] [optim_t 0.241] [lr 0.002601] [CE 3.927 (3.910)] [KD 0.000 (0.000)] +2024-10-11 21:57:02,973 - Train: 23.91% [89750/375300] [71.7/300.0] [batch_t 0.192 (0.239)] [data_t 0.009] [optim_t 0.183] [lr 0.002600] [CE 4.135 (3.914)] [KD 0.000 (0.000)] +2024-10-11 21:57:14,835 - Train: 23.93% [89800/375300] [71.8/300.0] [batch_t 0.247 (0.237)] [data_t 0.009] [optim_t 0.239] [lr 0.002600] [CE 3.877 (3.908)] [KD 0.000 (0.000)] +2024-10-11 21:57:26,503 - Train: 23.94% [89850/375300] [71.8/300.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.002599] [CE 3.822 (3.936)] [KD 0.000 (0.000)] +2024-10-11 21:57:38,182 - Train: 23.95% [89900/375300] [71.9/300.0] [batch_t 0.267 (0.233)] [data_t 0.009] [optim_t 0.258] [lr 0.002599] [CE 3.508 (3.913)] [KD 0.000 (0.000)] +2024-10-11 21:57:49,931 - Train: 23.97% [89950/375300] [71.9/300.0] [batch_t 0.250 (0.235)] [data_t 0.009] [optim_t 0.241] [lr 0.002599] [CE 4.119 (3.933)] [KD 0.000 (0.000)] +2024-10-11 21:58:02,115 - Train: 23.98% [90000/375300] [71.9/300.0] [batch_t 0.187 (0.244)] [data_t 0.009] [optim_t 0.178] [lr 0.002598] [CE 3.662 (3.901)] [KD 0.000 (0.000)] +2024-10-11 21:58:13,727 - Train: 23.99% [90050/375300] [72.0/300.0] [batch_t 0.204 (0.232)] [data_t 0.009] [optim_t 0.195] [lr 0.002598] [CE 4.217 (3.969)] [KD 0.000 (0.000)] +2024-10-11 21:58:18,367 - ==> Total time: 6:05:01 Eta: 19:15:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 21:58:27,827 - Train: 24.01% [90100/375300] [72.0/300.0] [batch_t 0.187 (0.294)] [data_t 0.009] [optim_t 0.178] [lr 0.002597] [CE 4.256 (3.857)] [KD 0.000 (0.000)] +2024-10-11 21:58:40,122 - Train: 24.02% [90150/375300] [72.1/300.0] [batch_t 0.262 (0.246)] [data_t 0.009] [optim_t 0.253] [lr 0.002597] [CE 3.696 (3.929)] [KD 0.000 (0.000)] +2024-10-11 21:58:52,247 - Train: 24.03% [90200/375300] [72.1/300.0] [batch_t 0.269 (0.242)] [data_t 0.009] [optim_t 0.260] [lr 0.002596] [CE 4.114 (3.843)] [KD 0.000 (0.000)] +2024-10-11 21:59:04,373 - Train: 24.05% [90250/375300] [72.1/300.0] [batch_t 0.283 (0.242)] [data_t 0.009] [optim_t 0.274] [lr 0.002596] [CE 3.775 (3.882)] [KD 0.000 (0.000)] +2024-10-11 21:59:16,466 - Train: 24.06% [90300/375300] [72.2/300.0] [batch_t 0.278 (0.242)] [data_t 0.009] [optim_t 0.269] [lr 0.002596] [CE 3.615 (3.862)] [KD 0.000 (0.000)] +2024-10-11 21:59:28,567 - Train: 24.07% [90350/375300] [72.2/300.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002595] [CE 3.897 (3.875)] [KD 0.000 (0.000)] +2024-10-11 21:59:40,586 - Train: 24.09% [90400/375300] [72.3/300.0] [batch_t 0.318 (0.240)] [data_t 0.009] [optim_t 0.309] [lr 0.002595] [CE 4.160 (3.892)] [KD 0.000 (0.000)] +2024-10-11 21:59:52,551 - Train: 24.10% [90450/375300] [72.3/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002594] [CE 3.980 (3.892)] [KD 0.000 (0.000)] +2024-10-11 22:00:04,764 - Train: 24.11% [90500/375300] [72.3/300.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.002594] [CE 4.196 (3.904)] [KD 0.000 (0.000)] +2024-10-11 22:00:16,735 - Train: 24.13% [90550/375300] [72.4/300.0] [batch_t 0.266 (0.239)] [data_t 0.009] [optim_t 0.257] [lr 0.002593] [CE 4.117 (3.902)] [KD 0.000 (0.000)] +2024-10-11 22:00:28,867 - Train: 24.14% [90600/375300] [72.4/300.0] [batch_t 0.274 (0.243)] [data_t 0.009] [optim_t 0.265] [lr 0.002593] [CE 3.802 (3.938)] [KD 0.000 (0.000)] +2024-10-11 22:00:40,818 - Train: 24.15% [90650/375300] [72.5/300.0] [batch_t 0.265 (0.239)] [data_t 0.009] [optim_t 0.256] [lr 0.002593] [CE 4.431 (3.880)] [KD 0.000 (0.000)] +2024-10-11 22:00:52,525 - Train: 24.17% [90700/375300] [72.5/300.0] [batch_t 0.265 (0.234)] [data_t 0.009] [optim_t 0.256] [lr 0.002592] [CE 3.869 (3.888)] [KD 0.000 (0.000)] +2024-10-11 22:01:04,562 - Train: 24.18% [90750/375300] [72.5/300.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.002592] [CE 3.445 (3.884)] [KD 0.000 (0.000)] +2024-10-11 22:01:16,482 - Train: 24.19% [90800/375300] [72.6/300.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.237] [lr 0.002591] [CE 3.881 (3.917)] [KD 0.000 (0.000)] +2024-10-11 22:01:28,428 - Train: 24.21% [90850/375300] [72.6/300.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002591] [CE 4.078 (3.928)] [KD 0.000 (0.000)] +2024-10-11 22:01:40,274 - Train: 24.22% [90900/375300] [72.7/300.0] [batch_t 0.200 (0.237)] [data_t 0.009] [optim_t 0.191] [lr 0.002590] [CE 4.012 (3.868)] [KD 0.000 (0.000)] +2024-10-11 22:01:52,341 - Train: 24.23% [90950/375300] [72.7/300.0] [batch_t 0.262 (0.241)] [data_t 0.009] [optim_t 0.253] [lr 0.002590] [CE 4.089 (3.923)] [KD 0.000 (0.000)] +2024-10-11 22:02:03,485 - Train: 24.25% [91000/375300] [72.7/300.0] [batch_t 0.232 (0.223)] [data_t 0.009] [optim_t 0.223] [lr 0.002590] [CE 4.086 (3.923)] [KD 0.000 (0.000)] +2024-10-11 22:02:15,885 - Train: 24.26% [91050/375300] [72.8/300.0] [batch_t 0.242 (0.248)] [data_t 0.068] [optim_t 0.174] [lr 0.002589] [CE 3.741 (3.873)] [KD 0.000 (0.000)] +2024-10-11 22:02:28,376 - Train: 24.27% [91100/375300] [72.8/300.0] [batch_t 0.186 (0.250)] [data_t 0.009] [optim_t 0.177] [lr 0.002589] [CE 3.771 (3.885)] [KD 0.000 (0.000)] +2024-10-11 22:02:40,464 - Train: 24.29% [91150/375300] [72.9/300.0] [batch_t 0.217 (0.242)] [data_t 0.044] [optim_t 0.172] [lr 0.002588] [CE 4.012 (3.898)] [KD 0.000 (0.000)] +2024-10-11 22:02:52,339 - Train: 24.30% [91200/375300] [72.9/300.0] [batch_t 0.229 (0.237)] [data_t 0.055] [optim_t 0.173] [lr 0.002588] [CE 3.800 (3.894)] [KD 0.000 (0.000)] +2024-10-11 22:03:04,414 - Train: 24.31% [91250/375300] [72.9/300.0] [batch_t 0.223 (0.241)] [data_t 0.048] [optim_t 0.175] [lr 0.002587] [CE 3.817 (3.874)] [KD 0.000 (0.000)] +2024-10-11 22:03:16,460 - Train: 24.33% [91300/375300] [73.0/300.0] [batch_t 0.208 (0.241)] [data_t 0.035] [optim_t 0.173] [lr 0.002587] [CE 3.716 (3.857)] [KD 0.000 (0.000)] +2024-10-11 22:03:21,277 - ==> Total time: 6:10:04 Eta: 19:10:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:03:30,432 - Train: 24.34% [91350/375300] [73.0/300.0] [batch_t 0.185 (0.295)] [data_t 0.009] [optim_t 0.176] [lr 0.002587] [CE 4.042 (3.855)] [KD 0.000 (0.000)] +2024-10-11 22:03:41,483 - Train: 24.35% [91400/375300] [73.1/300.0] [batch_t 0.267 (0.221)] [data_t 0.009] [optim_t 0.259] [lr 0.002586] [CE 3.759 (3.859)] [KD 0.000 (0.000)] +2024-10-11 22:03:53,141 - Train: 24.37% [91450/375300] [73.1/300.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.002586] [CE 3.712 (3.946)] [KD 0.000 (0.000)] +2024-10-11 22:04:04,958 - Train: 24.38% [91500/375300] [73.1/300.0] [batch_t 0.250 (0.236)] [data_t 0.009] [optim_t 0.241] [lr 0.002585] [CE 4.028 (3.895)] [KD 0.000 (0.000)] +2024-10-11 22:04:17,061 - Train: 24.39% [91550/375300] [73.2/300.0] [batch_t 0.252 (0.242)] [data_t 0.009] [optim_t 0.243] [lr 0.002585] [CE 4.166 (3.904)] [KD 0.000 (0.000)] +2024-10-11 22:04:29,129 - Train: 24.41% [91600/375300] [73.2/300.0] [batch_t 0.220 (0.241)] [data_t 0.009] [optim_t 0.211] [lr 0.002584] [CE 3.928 (3.871)] [KD 0.000 (0.000)] +2024-10-11 22:04:41,246 - Train: 24.42% [91650/375300] [73.3/300.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002584] [CE 3.612 (3.880)] [KD 0.000 (0.000)] +2024-10-11 22:04:53,522 - Train: 24.43% [91700/375300] [73.3/300.0] [batch_t 0.222 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.002584] [CE 3.830 (3.886)] [KD 0.000 (0.000)] +2024-10-11 22:05:05,438 - Train: 24.45% [91750/375300] [73.3/300.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002583] [CE 3.969 (3.882)] [KD 0.000 (0.000)] +2024-10-11 22:05:17,387 - Train: 24.46% [91800/375300] [73.4/300.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.002583] [CE 3.958 (3.866)] [KD 0.000 (0.000)] +2024-10-11 22:05:29,488 - Train: 24.47% [91850/375300] [73.4/300.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.002582] [CE 4.146 (3.933)] [KD 0.000 (0.000)] +2024-10-11 22:05:41,622 - Train: 24.49% [91900/375300] [73.5/300.0] [batch_t 0.260 (0.243)] [data_t 0.009] [optim_t 0.251] [lr 0.002582] [CE 3.901 (3.862)] [KD 0.000 (0.000)] +2024-10-11 22:05:53,679 - Train: 24.50% [91950/375300] [73.5/300.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.002581] [CE 3.913 (3.882)] [KD 0.000 (0.000)] +2024-10-11 22:06:05,810 - Train: 24.51% [92000/375300] [73.5/300.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002581] [CE 3.762 (3.833)] [KD 0.000 (0.000)] +2024-10-11 22:06:17,784 - Train: 24.53% [92050/375300] [73.6/300.0] [batch_t 0.183 (0.239)] [data_t 0.009] [optim_t 0.175] [lr 0.002581] [CE 4.086 (3.921)] [KD 0.000 (0.000)] +2024-10-11 22:06:29,634 - Train: 24.54% [92100/375300] [73.6/300.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002580] [CE 4.079 (3.913)] [KD 0.000 (0.000)] +2024-10-11 22:06:41,628 - Train: 24.55% [92150/375300] [73.7/300.0] [batch_t 0.285 (0.240)] [data_t 0.009] [optim_t 0.276] [lr 0.002580] [CE 4.141 (3.889)] [KD 0.000 (0.000)] +2024-10-11 22:06:53,763 - Train: 24.57% [92200/375300] [73.7/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.002579] [CE 3.972 (3.876)] [KD 0.000 (0.000)] +2024-10-11 22:07:05,679 - Train: 24.58% [92250/375300] [73.7/300.0] [batch_t 0.273 (0.238)] [data_t 0.009] [optim_t 0.264] [lr 0.002579] [CE 3.916 (3.965)] [KD 0.000 (0.000)] +2024-10-11 22:07:17,623 - Train: 24.59% [92300/375300] [73.8/300.0] [batch_t 0.198 (0.239)] [data_t 0.009] [optim_t 0.189] [lr 0.002578] [CE 3.985 (3.904)] [KD 0.000 (0.000)] +2024-10-11 22:07:29,734 - Train: 24.61% [92350/375300] [73.8/300.0] [batch_t 0.253 (0.242)] [data_t 0.009] [optim_t 0.244] [lr 0.002578] [CE 3.463 (3.908)] [KD 0.000 (0.000)] +2024-10-11 22:07:41,895 - Train: 24.62% [92400/375300] [73.9/300.0] [batch_t 0.249 (0.243)] [data_t 0.010] [optim_t 0.239] [lr 0.002578] [CE 3.520 (3.871)] [KD 0.000 (0.000)] +2024-10-11 22:07:54,080 - Train: 24.63% [92450/375300] [73.9/300.0] [batch_t 0.250 (0.244)] [data_t 0.009] [optim_t 0.241] [lr 0.002577] [CE 4.085 (3.885)] [KD 0.000 (0.000)] +2024-10-11 22:08:06,603 - Train: 24.65% [92500/375300] [73.9/300.0] [batch_t 0.316 (0.250)] [data_t 0.009] [optim_t 0.307] [lr 0.002577] [CE 3.908 (3.934)] [KD 0.000 (0.000)] +2024-10-11 22:08:18,605 - Train: 24.66% [92550/375300] [74.0/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.002576] [CE 3.933 (3.963)] [KD 0.000 (0.000)] +2024-10-11 22:08:23,676 - ==> Total time: 6:15:06 Eta: 19:05:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:08:32,709 - Train: 24.67% [92600/375300] [74.0/300.0] [batch_t 0.185 (0.297)] [data_t 0.009] [optim_t 0.176] [lr 0.002576] [CE 4.014 (3.918)] [KD 0.000 (0.000)] +2024-10-11 22:08:43,938 - Train: 24.69% [92650/375300] [74.1/300.0] [batch_t 0.252 (0.224)] [data_t 0.077] [optim_t 0.175] [lr 0.002575] [CE 3.326 (3.847)] [KD 0.000 (0.000)] +2024-10-11 22:08:55,684 - Train: 24.70% [92700/375300] [74.1/300.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.002575] [CE 3.951 (3.943)] [KD 0.000 (0.000)] +2024-10-11 22:09:07,311 - Train: 24.71% [92750/375300] [74.1/300.0] [batch_t 0.238 (0.232)] [data_t 0.009] [optim_t 0.229] [lr 0.002574] [CE 3.870 (3.880)] [KD 0.000 (0.000)] +2024-10-11 22:09:18,914 - Train: 24.73% [92800/375300] [74.2/300.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.002574] [CE 4.021 (3.867)] [KD 0.000 (0.000)] +2024-10-11 22:09:30,419 - Train: 24.74% [92850/375300] [74.2/300.0] [batch_t 0.184 (0.230)] [data_t 0.009] [optim_t 0.175] [lr 0.002574] [CE 3.849 (3.928)] [KD 0.000 (0.000)] +2024-10-11 22:09:42,415 - Train: 24.75% [92900/375300] [74.3/300.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.002573] [CE 4.044 (3.955)] [KD 0.000 (0.000)] +2024-10-11 22:09:54,563 - Train: 24.77% [92950/375300] [74.3/300.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.238] [lr 0.002573] [CE 3.683 (3.888)] [KD 0.000 (0.000)] +2024-10-11 22:10:06,705 - Train: 24.78% [93000/375300] [74.3/300.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.238] [lr 0.002572] [CE 4.011 (3.889)] [KD 0.000 (0.000)] +2024-10-11 22:10:18,815 - Train: 24.79% [93050/375300] [74.4/300.0] [batch_t 0.255 (0.242)] [data_t 0.009] [optim_t 0.246] [lr 0.002572] [CE 3.839 (3.920)] [KD 0.000 (0.000)] +2024-10-11 22:10:30,393 - Train: 24.81% [93100/375300] [74.4/300.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.002571] [CE 3.889 (3.906)] [KD 0.000 (0.000)] +2024-10-11 22:10:41,976 - Train: 24.82% [93150/375300] [74.5/300.0] [batch_t 0.264 (0.232)] [data_t 0.009] [optim_t 0.255] [lr 0.002571] [CE 3.884 (3.913)] [KD 0.000 (0.000)] +2024-10-11 22:10:54,041 - Train: 24.83% [93200/375300] [74.5/300.0] [batch_t 0.264 (0.241)] [data_t 0.088] [optim_t 0.177] [lr 0.002571] [CE 3.930 (3.901)] [KD 0.000 (0.000)] +2024-10-11 22:11:06,021 - Train: 24.85% [93250/375300] [74.5/300.0] [batch_t 0.201 (0.239)] [data_t 0.028] [optim_t 0.173] [lr 0.002570] [CE 4.016 (3.887)] [KD 0.000 (0.000)] +2024-10-11 22:11:18,046 - Train: 24.86% [93300/375300] [74.6/300.0] [batch_t 0.187 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.002570] [CE 4.083 (3.916)] [KD 0.000 (0.000)] +2024-10-11 22:11:29,995 - Train: 24.87% [93350/375300] [74.6/300.0] [batch_t 0.216 (0.239)] [data_t 0.042] [optim_t 0.174] [lr 0.002569] [CE 3.679 (3.928)] [KD 0.000 (0.000)] +2024-10-11 22:11:42,164 - Train: 24.89% [93400/375300] [74.7/300.0] [batch_t 0.262 (0.243)] [data_t 0.087] [optim_t 0.175] [lr 0.002569] [CE 3.642 (3.866)] [KD 0.000 (0.000)] +2024-10-11 22:11:54,109 - Train: 24.90% [93450/375300] [74.7/300.0] [batch_t 0.224 (0.239)] [data_t 0.049] [optim_t 0.175] [lr 0.002568] [CE 3.820 (3.889)] [KD 0.000 (0.000)] +2024-10-11 22:12:06,067 - Train: 24.91% [93500/375300] [74.7/300.0] [batch_t 0.226 (0.239)] [data_t 0.052] [optim_t 0.174] [lr 0.002568] [CE 4.126 (3.902)] [KD 0.000 (0.000)] +2024-10-11 22:12:18,123 - Train: 24.93% [93550/375300] [74.8/300.0] [batch_t 0.276 (0.241)] [data_t 0.099] [optim_t 0.177] [lr 0.002567] [CE 3.773 (3.878)] [KD 0.000 (0.000)] +2024-10-11 22:12:30,373 - Train: 24.94% [93600/375300] [74.8/300.0] [batch_t 0.259 (0.245)] [data_t 0.084] [optim_t 0.175] [lr 0.002567] [CE 4.190 (3.904)] [KD 0.000 (0.000)] +2024-10-11 22:12:42,524 - Train: 24.95% [93650/375300] [74.9/300.0] [batch_t 0.225 (0.243)] [data_t 0.050] [optim_t 0.175] [lr 0.002567] [CE 4.247 (3.870)] [KD 0.000 (0.000)] +2024-10-11 22:12:54,582 - Train: 24.97% [93700/375300] [74.9/300.0] [batch_t 0.269 (0.241)] [data_t 0.093] [optim_t 0.176] [lr 0.002566] [CE 4.032 (3.925)] [KD 0.000 (0.000)] +2024-10-11 22:13:06,671 - Train: 24.98% [93750/375300] [74.9/300.0] [batch_t 0.255 (0.242)] [data_t 0.080] [optim_t 0.175] [lr 0.002566] [CE 3.734 (3.877)] [KD 0.000 (0.000)] +2024-10-11 22:13:18,786 - Train: 24.99% [93800/375300] [75.0/300.0] [batch_t 0.250 (0.242)] [data_t 0.072] [optim_t 0.178] [lr 0.002565] [CE 3.681 (3.888)] [KD 0.000 (0.000)] +2024-10-11 22:13:36,240 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 34620] [top5_cnt 44981] [top_all 50000] +2024-10-11 22:13:36,241 - net: 69.240 (89.962) +2024-10-11 22:13:48,262 - Test (net_E): 100.00% [50/50] [batch_t 0.074 (0.232)] [top1_cnt 37486] [top5_cnt 46364] [top_all 50000] +2024-10-11 22:13:48,262 - net_E: 74.972 (92.728) +2024-10-11 22:13:48,409 - Max [top1: 69.240 (epoch: 75)] [top1-ema: 74.972 (epoch: 75)] +2024-10-11 22:13:48,410 - ==> Total time: 6:20:31 Eta: 19:01:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:14:01,584 - Train: 25.01% [93850/375300] [75.0/300.0] [batch_t 1.088 (0.280)] [data_t 0.914] [optim_t 0.174] [lr 0.002565] [CE 4.268 (3.852)] [KD 0.000 (0.000)] +2024-10-11 22:14:12,458 - Train: 25.02% [93900/375300] [75.1/300.0] [batch_t 0.237 (0.217)] [data_t 0.012] [optim_t 0.225] [lr 0.002564] [CE 3.775 (3.844)] [KD 0.000 (0.000)] +2024-10-11 22:14:24,874 - Train: 25.03% [93950/375300] [75.1/300.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.002564] [CE 4.164 (3.865)] [KD 0.000 (0.000)] +2024-10-11 22:14:36,996 - Train: 25.05% [94000/375300] [75.1/300.0] [batch_t 0.252 (0.242)] [data_t 0.009] [optim_t 0.243] [lr 0.002564] [CE 3.709 (3.880)] [KD 0.000 (0.000)] +2024-10-11 22:14:49,018 - Train: 25.06% [94050/375300] [75.2/300.0] [batch_t 0.220 (0.240)] [data_t 0.009] [optim_t 0.211] [lr 0.002563] [CE 3.777 (3.875)] [KD 0.000 (0.000)] +2024-10-11 22:15:01,260 - Train: 25.07% [94100/375300] [75.2/300.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.239] [lr 0.002563] [CE 3.980 (3.895)] [KD 0.000 (0.000)] +2024-10-11 22:15:13,422 - Train: 25.09% [94150/375300] [75.3/300.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002562] [CE 3.756 (3.851)] [KD 0.000 (0.000)] +2024-10-11 22:15:25,680 - Train: 25.10% [94200/375300] [75.3/300.0] [batch_t 0.186 (0.245)] [data_t 0.009] [optim_t 0.178] [lr 0.002562] [CE 3.998 (3.887)] [KD 0.000 (0.000)] +2024-10-11 22:15:37,912 - Train: 25.11% [94250/375300] [75.3/300.0] [batch_t 0.186 (0.245)] [data_t 0.009] [optim_t 0.178] [lr 0.002561] [CE 4.262 (3.880)] [KD 0.000 (0.000)] +2024-10-11 22:15:49,939 - Train: 25.13% [94300/375300] [75.4/300.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.002561] [CE 3.872 (3.904)] [KD 0.000 (0.000)] +2024-10-11 22:16:01,788 - Train: 25.14% [94350/375300] [75.4/300.0] [batch_t 0.190 (0.237)] [data_t 0.009] [optim_t 0.181] [lr 0.002560] [CE 4.197 (3.900)] [KD 0.000 (0.000)] +2024-10-11 22:16:13,554 - Train: 25.15% [94400/375300] [75.5/300.0] [batch_t 0.207 (0.235)] [data_t 0.009] [optim_t 0.198] [lr 0.002560] [CE 4.307 (3.883)] [KD 0.000 (0.000)] +2024-10-11 22:16:25,513 - Train: 25.17% [94450/375300] [75.5/300.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002560] [CE 4.049 (3.881)] [KD 0.000 (0.000)] +2024-10-11 22:16:37,464 - Train: 25.18% [94500/375300] [75.5/300.0] [batch_t 0.216 (0.239)] [data_t 0.009] [optim_t 0.207] [lr 0.002559] [CE 4.119 (3.931)] [KD 0.000 (0.000)] +2024-10-11 22:16:49,284 - Train: 25.19% [94550/375300] [75.6/300.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.002559] [CE 3.832 (3.850)] [KD 0.000 (0.000)] +2024-10-11 22:17:01,317 - Train: 25.21% [94600/375300] [75.6/300.0] [batch_t 0.258 (0.241)] [data_t 0.009] [optim_t 0.249] [lr 0.002558] [CE 4.041 (3.882)] [KD 0.000 (0.000)] +2024-10-11 22:17:13,094 - Train: 25.22% [94650/375300] [75.7/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.177] [lr 0.002558] [CE 3.786 (3.877)] [KD 0.000 (0.000)] +2024-10-11 22:17:24,545 - Train: 25.23% [94700/375300] [75.7/300.0] [batch_t 0.274 (0.229)] [data_t 0.009] [optim_t 0.265] [lr 0.002557] [CE 3.876 (3.878)] [KD 0.000 (0.000)] +2024-10-11 22:17:36,381 - Train: 25.25% [94750/375300] [75.7/300.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.002557] [CE 3.944 (3.834)] [KD 0.000 (0.000)] +2024-10-11 22:17:48,022 - Train: 25.26% [94800/375300] [75.8/300.0] [batch_t 0.261 (0.233)] [data_t 0.009] [optim_t 0.252] [lr 0.002556] [CE 3.686 (3.888)] [KD 0.000 (0.000)] +2024-10-11 22:17:59,408 - Train: 25.27% [94850/375300] [75.8/300.0] [batch_t 0.188 (0.228)] [data_t 0.009] [optim_t 0.179] [lr 0.002556] [CE 4.036 (3.929)] [KD 0.000 (0.000)] +2024-10-11 22:18:11,100 - Train: 25.29% [94900/375300] [75.9/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.179] [lr 0.002556] [CE 4.191 (3.929)] [KD 0.000 (0.000)] +2024-10-11 22:18:22,995 - Train: 25.30% [94950/375300] [75.9/300.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002555] [CE 3.969 (3.865)] [KD 0.000 (0.000)] +2024-10-11 22:18:34,838 - Train: 25.31% [95000/375300] [75.9/300.0] [batch_t 0.252 (0.237)] [data_t 0.009] [optim_t 0.243] [lr 0.002555] [CE 3.926 (3.898)] [KD 0.000 (0.000)] +2024-10-11 22:18:46,726 - Train: 25.33% [95050/375300] [76.0/300.0] [batch_t 0.225 (0.238)] [data_t 0.009] [optim_t 0.216] [lr 0.002554] [CE 4.056 (3.904)] [KD 0.000 (0.000)] +2024-10-11 22:18:52,316 - ==> Total time: 6:25:35 Eta: 18:56:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:19:00,815 - Train: 25.34% [95100/375300] [76.0/300.0] [batch_t 0.187 (0.288)] [data_t 0.009] [optim_t 0.178] [lr 0.002554] [CE 3.812 (3.799)] [KD 0.000 (0.000)] +2024-10-11 22:19:12,592 - Train: 25.35% [95150/375300] [76.1/300.0] [batch_t 0.251 (0.235)] [data_t 0.009] [optim_t 0.242] [lr 0.002553] [CE 4.022 (3.891)] [KD 0.000 (0.000)] +2024-10-11 22:19:24,516 - Train: 25.37% [95200/375300] [76.1/300.0] [batch_t 0.188 (0.238)] [data_t 0.009] [optim_t 0.179] [lr 0.002553] [CE 4.195 (3.868)] [KD 0.000 (0.000)] +2024-10-11 22:19:36,655 - Train: 25.38% [95250/375300] [76.1/300.0] [batch_t 0.358 (0.243)] [data_t 0.009] [optim_t 0.349] [lr 0.002552] [CE 3.989 (3.893)] [KD 0.000 (0.000)] +2024-10-11 22:19:48,039 - Train: 25.39% [95300/375300] [76.2/300.0] [batch_t 0.220 (0.228)] [data_t 0.009] [optim_t 0.211] [lr 0.002552] [CE 3.809 (3.850)] [KD 0.000 (0.000)] +2024-10-11 22:19:59,748 - Train: 25.41% [95350/375300] [76.2/300.0] [batch_t 0.186 (0.234)] [data_t 0.009] [optim_t 0.177] [lr 0.002552] [CE 3.436 (3.834)] [KD 0.000 (0.000)] +2024-10-11 22:20:11,148 - Train: 25.42% [95400/375300] [76.3/300.0] [batch_t 0.221 (0.228)] [data_t 0.009] [optim_t 0.213] [lr 0.002551] [CE 3.766 (3.847)] [KD 0.000 (0.000)] +2024-10-11 22:20:23,212 - Train: 25.43% [95450/375300] [76.3/300.0] [batch_t 0.293 (0.241)] [data_t 0.009] [optim_t 0.284] [lr 0.002551] [CE 4.392 (3.838)] [KD 0.000 (0.000)] +2024-10-11 22:20:35,079 - Train: 25.45% [95500/375300] [76.3/300.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002550] [CE 4.184 (3.861)] [KD 0.000 (0.000)] +2024-10-11 22:20:47,021 - Train: 25.46% [95550/375300] [76.4/300.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.002550] [CE 4.182 (3.897)] [KD 0.000 (0.000)] +2024-10-11 22:20:58,682 - Train: 25.47% [95600/375300] [76.4/300.0] [batch_t 0.244 (0.233)] [data_t 0.009] [optim_t 0.235] [lr 0.002549] [CE 3.705 (3.831)] [KD 0.000 (0.000)] +2024-10-11 22:21:10,092 - Train: 25.49% [95650/375300] [76.5/300.0] [batch_t 0.187 (0.228)] [data_t 0.009] [optim_t 0.178] [lr 0.002549] [CE 3.941 (3.865)] [KD 0.000 (0.000)] +2024-10-11 22:21:21,722 - Train: 25.50% [95700/375300] [76.5/300.0] [batch_t 0.254 (0.232)] [data_t 0.009] [optim_t 0.245] [lr 0.002548] [CE 4.125 (3.846)] [KD 0.000 (0.000)] +2024-10-11 22:21:33,657 - Train: 25.51% [95750/375300] [76.5/300.0] [batch_t 0.250 (0.239)] [data_t 0.009] [optim_t 0.241] [lr 0.002548] [CE 3.806 (3.872)] [KD 0.000 (0.000)] +2024-10-11 22:21:45,434 - Train: 25.53% [95800/375300] [76.6/300.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002548] [CE 3.913 (3.867)] [KD 0.000 (0.000)] +2024-10-11 22:21:57,218 - Train: 25.54% [95850/375300] [76.6/300.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.002547] [CE 3.634 (3.828)] [KD 0.000 (0.000)] +2024-10-11 22:22:08,871 - Train: 25.55% [95900/375300] [76.7/300.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.002547] [CE 4.129 (3.897)] [KD 0.000 (0.000)] +2024-10-11 22:22:20,782 - Train: 25.57% [95950/375300] [76.7/300.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.002546] [CE 3.775 (3.857)] [KD 0.000 (0.000)] +2024-10-11 22:22:32,353 - Train: 25.58% [96000/375300] [76.7/300.0] [batch_t 0.188 (0.231)] [data_t 0.009] [optim_t 0.179] [lr 0.002546] [CE 3.613 (3.902)] [KD 0.000 (0.000)] +2024-10-11 22:22:44,108 - Train: 25.59% [96050/375300] [76.8/300.0] [batch_t 0.203 (0.235)] [data_t 0.009] [optim_t 0.194] [lr 0.002545] [CE 4.011 (3.885)] [KD 0.000 (0.000)] +2024-10-11 22:22:55,897 - Train: 25.61% [96100/375300] [76.8/300.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002545] [CE 3.884 (3.928)] [KD 0.000 (0.000)] +2024-10-11 22:23:07,743 - Train: 25.62% [96150/375300] [76.9/300.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.002544] [CE 3.761 (3.864)] [KD 0.000 (0.000)] +2024-10-11 22:23:19,615 - Train: 25.63% [96200/375300] [76.9/300.0] [batch_t 0.350 (0.237)] [data_t 0.009] [optim_t 0.341] [lr 0.002544] [CE 4.042 (3.887)] [KD 0.000 (0.000)] +2024-10-11 22:23:31,571 - Train: 25.65% [96250/375300] [76.9/300.0] [batch_t 0.266 (0.239)] [data_t 0.009] [optim_t 0.257] [lr 0.002544] [CE 4.082 (3.850)] [KD 0.000 (0.000)] +2024-10-11 22:23:43,579 - Train: 25.66% [96300/375300] [77.0/300.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.002543] [CE 4.016 (3.853)] [KD 0.000 (0.000)] +2024-10-11 22:23:49,416 - ==> Total time: 6:30:32 Eta: 18:51:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:23:57,903 - Train: 25.67% [96350/375300] [77.0/300.0] [batch_t 0.194 (0.301)] [data_t 0.009] [optim_t 0.185] [lr 0.002543] [CE 3.945 (3.943)] [KD 0.000 (0.000)] +2024-10-11 22:24:10,087 - Train: 25.69% [96400/375300] [77.1/300.0] [batch_t 0.183 (0.244)] [data_t 0.010] [optim_t 0.174] [lr 0.002542] [CE 3.917 (3.831)] [KD 0.000 (0.000)] +2024-10-11 22:24:22,281 - Train: 25.70% [96450/375300] [77.1/300.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.002542] [CE 3.774 (3.833)] [KD 0.000 (0.000)] +2024-10-11 22:24:34,471 - Train: 25.71% [96500/375300] [77.1/300.0] [batch_t 0.183 (0.244)] [data_t 0.009] [optim_t 0.174] [lr 0.002541] [CE 3.945 (3.881)] [KD 0.000 (0.000)] +2024-10-11 22:24:46,437 - Train: 25.73% [96550/375300] [77.2/300.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.002541] [CE 3.787 (3.902)] [KD 0.000 (0.000)] +2024-10-11 22:24:58,643 - Train: 25.74% [96600/375300] [77.2/300.0] [batch_t 0.264 (0.244)] [data_t 0.009] [optim_t 0.254] [lr 0.002540] [CE 3.691 (3.862)] [KD 0.000 (0.000)] +2024-10-11 22:25:10,715 - Train: 25.75% [96650/375300] [77.3/300.0] [batch_t 0.256 (0.241)] [data_t 0.009] [optim_t 0.247] [lr 0.002540] [CE 3.444 (3.848)] [KD 0.000 (0.000)] +2024-10-11 22:25:23,049 - Train: 25.77% [96700/375300] [77.3/300.0] [batch_t 0.237 (0.247)] [data_t 0.009] [optim_t 0.228] [lr 0.002539] [CE 3.955 (3.853)] [KD 0.000 (0.000)] +2024-10-11 22:25:35,066 - Train: 25.78% [96750/375300] [77.3/300.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002539] [CE 3.952 (3.930)] [KD 0.000 (0.000)] +2024-10-11 22:25:47,136 - Train: 25.79% [96800/375300] [77.4/300.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002539] [CE 3.880 (3.944)] [KD 0.000 (0.000)] +2024-10-11 22:25:59,119 - Train: 25.81% [96850/375300] [77.4/300.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.002538] [CE 3.959 (3.878)] [KD 0.000 (0.000)] +2024-10-11 22:26:11,396 - Train: 25.82% [96900/375300] [77.5/300.0] [batch_t 0.265 (0.245)] [data_t 0.009] [optim_t 0.256] [lr 0.002538] [CE 3.510 (3.860)] [KD 0.000 (0.000)] +2024-10-11 22:26:23,789 - Train: 25.83% [96950/375300] [77.5/300.0] [batch_t 0.334 (0.248)] [data_t 0.009] [optim_t 0.325] [lr 0.002537] [CE 3.900 (3.856)] [KD 0.000 (0.000)] +2024-10-11 22:26:36,000 - Train: 25.85% [97000/375300] [77.5/300.0] [batch_t 0.262 (0.244)] [data_t 0.009] [optim_t 0.253] [lr 0.002537] [CE 3.465 (3.965)] [KD 0.000 (0.000)] +2024-10-11 22:26:48,318 - Train: 25.86% [97050/375300] [77.6/300.0] [batch_t 0.278 (0.246)] [data_t 0.009] [optim_t 0.270] [lr 0.002536] [CE 3.642 (3.881)] [KD 0.000 (0.000)] +2024-10-11 22:27:00,593 - Train: 25.87% [97100/375300] [77.6/300.0] [batch_t 0.258 (0.245)] [data_t 0.009] [optim_t 0.249] [lr 0.002536] [CE 3.982 (3.929)] [KD 0.000 (0.000)] +2024-10-11 22:27:12,822 - Train: 25.89% [97150/375300] [77.7/300.0] [batch_t 0.264 (0.244)] [data_t 0.009] [optim_t 0.255] [lr 0.002535] [CE 3.923 (3.913)] [KD 0.000 (0.000)] +2024-10-11 22:27:24,966 - Train: 25.90% [97200/375300] [77.7/300.0] [batch_t 0.208 (0.243)] [data_t 0.009] [optim_t 0.199] [lr 0.002535] [CE 3.780 (3.895)] [KD 0.000 (0.000)] +2024-10-11 22:27:36,898 - Train: 25.91% [97250/375300] [77.7/300.0] [batch_t 0.292 (0.239)] [data_t 0.009] [optim_t 0.283] [lr 0.002535] [CE 3.786 (3.897)] [KD 0.000 (0.000)] +2024-10-11 22:27:48,943 - Train: 25.93% [97300/375300] [77.8/300.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.002534] [CE 3.792 (3.890)] [KD 0.000 (0.000)] +2024-10-11 22:28:00,811 - Train: 25.94% [97350/375300] [77.8/300.0] [batch_t 0.277 (0.237)] [data_t 0.009] [optim_t 0.268] [lr 0.002534] [CE 4.027 (3.917)] [KD 0.000 (0.000)] +2024-10-11 22:28:13,014 - Train: 25.95% [97400/375300] [77.9/300.0] [batch_t 0.215 (0.244)] [data_t 0.009] [optim_t 0.206] [lr 0.002533] [CE 4.367 (3.915)] [KD 0.000 (0.000)] +2024-10-11 22:28:25,080 - Train: 25.97% [97450/375300] [77.9/300.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.002533] [CE 3.921 (3.852)] [KD 0.000 (0.000)] +2024-10-11 22:28:37,103 - Train: 25.98% [97500/375300] [77.9/300.0] [batch_t 0.197 (0.240)] [data_t 0.009] [optim_t 0.188] [lr 0.002532] [CE 3.904 (3.882)] [KD 0.000 (0.000)] +2024-10-11 22:28:48,509 - Train: 25.99% [97550/375300] [78.0/300.0] [batch_t 0.247 (0.228)] [data_t 0.009] [optim_t 0.239] [lr 0.002532] [CE 3.768 (3.859)] [KD 0.000 (0.000)] +2024-10-11 22:28:54,407 - ==> Total time: 6:35:37 Eta: 18:45:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:29:02,311 - Train: 26.01% [97600/375300] [78.0/300.0] [batch_t 0.185 (0.293)] [data_t 0.009] [optim_t 0.176] [lr 0.002531] [CE 3.789 (3.848)] [KD 0.000 (0.000)] +2024-10-11 22:29:14,495 - Train: 26.02% [97650/375300] [78.1/300.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.002531] [CE 3.831 (3.858)] [KD 0.000 (0.000)] +2024-10-11 22:29:26,926 - Train: 26.03% [97700/375300] [78.1/300.0] [batch_t 0.184 (0.249)] [data_t 0.009] [optim_t 0.175] [lr 0.002530] [CE 4.097 (3.807)] [KD 0.000 (0.000)] +2024-10-11 22:29:38,789 - Train: 26.05% [97750/375300] [78.1/300.0] [batch_t 0.253 (0.237)] [data_t 0.009] [optim_t 0.244] [lr 0.002530] [CE 4.063 (3.929)] [KD 0.000 (0.000)] +2024-10-11 22:29:51,190 - Train: 26.06% [97800/375300] [78.2/300.0] [batch_t 0.182 (0.248)] [data_t 0.009] [optim_t 0.173] [lr 0.002530] [CE 4.061 (3.872)] [KD 0.000 (0.000)] +2024-10-11 22:30:02,741 - Train: 26.07% [97850/375300] [78.2/300.0] [batch_t 0.229 (0.231)] [data_t 0.009] [optim_t 0.220] [lr 0.002529] [CE 3.954 (3.902)] [KD 0.000 (0.000)] +2024-10-11 22:30:14,927 - Train: 26.09% [97900/375300] [78.3/300.0] [batch_t 0.492 (0.244)] [data_t 0.009] [optim_t 0.483] [lr 0.002529] [CE 4.058 (3.890)] [KD 0.000 (0.000)] +2024-10-11 22:30:26,756 - Train: 26.10% [97950/375300] [78.3/300.0] [batch_t 0.246 (0.236)] [data_t 0.009] [optim_t 0.237] [lr 0.002528] [CE 3.715 (3.907)] [KD 0.000 (0.000)] +2024-10-11 22:30:38,637 - Train: 26.11% [98000/375300] [78.3/300.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002528] [CE 3.906 (3.886)] [KD 0.000 (0.000)] +2024-10-11 22:30:50,467 - Train: 26.13% [98050/375300] [78.4/300.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.002527] [CE 4.057 (3.859)] [KD 0.000 (0.000)] +2024-10-11 22:31:02,454 - Train: 26.14% [98100/375300] [78.4/300.0] [batch_t 0.182 (0.240)] [data_t 0.009] [optim_t 0.173] [lr 0.002527] [CE 3.652 (3.848)] [KD 0.000 (0.000)] +2024-10-11 22:31:14,058 - Train: 26.15% [98150/375300] [78.5/300.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.002526] [CE 3.938 (3.867)] [KD 0.000 (0.000)] +2024-10-11 22:31:25,900 - Train: 26.17% [98200/375300] [78.5/300.0] [batch_t 0.274 (0.237)] [data_t 0.009] [optim_t 0.265] [lr 0.002526] [CE 3.694 (3.943)] [KD 0.000 (0.000)] +2024-10-11 22:31:37,831 - Train: 26.18% [98250/375300] [78.5/300.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002525] [CE 4.088 (3.876)] [KD 0.000 (0.000)] +2024-10-11 22:31:49,697 - Train: 26.19% [98300/375300] [78.6/300.0] [batch_t 0.195 (0.237)] [data_t 0.009] [optim_t 0.186] [lr 0.002525] [CE 3.369 (3.868)] [KD 0.000 (0.000)] +2024-10-11 22:32:01,572 - Train: 26.21% [98350/375300] [78.6/300.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.002525] [CE 4.107 (3.880)] [KD 0.000 (0.000)] +2024-10-11 22:32:13,445 - Train: 26.22% [98400/375300] [78.7/300.0] [batch_t 0.268 (0.237)] [data_t 0.009] [optim_t 0.260] [lr 0.002524] [CE 3.808 (3.825)] [KD 0.000 (0.000)] +2024-10-11 22:32:25,012 - Train: 26.23% [98450/375300] [78.7/300.0] [batch_t 0.237 (0.231)] [data_t 0.009] [optim_t 0.228] [lr 0.002524] [CE 3.389 (3.879)] [KD 0.000 (0.000)] +2024-10-11 22:32:37,029 - Train: 26.25% [98500/375300] [78.7/300.0] [batch_t 0.187 (0.240)] [data_t 0.010] [optim_t 0.177] [lr 0.002523] [CE 3.943 (3.847)] [KD 0.000 (0.000)] +2024-10-11 22:32:48,793 - Train: 26.26% [98550/375300] [78.8/300.0] [batch_t 0.250 (0.235)] [data_t 0.009] [optim_t 0.241] [lr 0.002523] [CE 3.885 (3.892)] [KD 0.000 (0.000)] +2024-10-11 22:33:00,522 - Train: 26.27% [98600/375300] [78.8/300.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002522] [CE 3.811 (3.887)] [KD 0.000 (0.000)] +2024-10-11 22:33:12,130 - Train: 26.29% [98650/375300] [78.9/300.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002522] [CE 4.054 (3.821)] [KD 0.000 (0.000)] +2024-10-11 22:33:23,853 - Train: 26.30% [98700/375300] [78.9/300.0] [batch_t 0.324 (0.234)] [data_t 0.009] [optim_t 0.316] [lr 0.002521] [CE 3.964 (3.902)] [KD 0.000 (0.000)] +2024-10-11 22:33:35,430 - Train: 26.31% [98750/375300] [78.9/300.0] [batch_t 0.269 (0.231)] [data_t 0.009] [optim_t 0.260] [lr 0.002521] [CE 4.209 (3.858)] [KD 0.000 (0.000)] +2024-10-11 22:33:47,116 - Train: 26.33% [98800/375300] [79.0/300.0] [batch_t 0.185 (0.234)] [data_t 0.009] [optim_t 0.176] [lr 0.002520] [CE 3.800 (3.915)] [KD 0.000 (0.000)] +2024-10-11 22:33:53,267 - ==> Total time: 6:40:35 Eta: 18:40:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:34:00,991 - Train: 26.34% [98850/375300] [79.0/300.0] [batch_t 0.192 (0.305)] [data_t 0.009] [optim_t 0.183] [lr 0.002520] [CE 3.950 (3.871)] [KD 0.000 (0.000)] +2024-10-11 22:34:12,498 - Train: 26.35% [98900/375300] [79.1/300.0] [batch_t 0.238 (0.230)] [data_t 0.009] [optim_t 0.229] [lr 0.002520] [CE 4.099 (3.870)] [KD 0.000 (0.000)] +2024-10-11 22:34:24,338 - Train: 26.37% [98950/375300] [79.1/300.0] [batch_t 0.382 (0.237)] [data_t 0.009] [optim_t 0.373] [lr 0.002519] [CE 3.569 (3.836)] [KD 0.000 (0.000)] +2024-10-11 22:34:35,924 - Train: 26.38% [99000/375300] [79.1/300.0] [batch_t 0.246 (0.232)] [data_t 0.009] [optim_t 0.237] [lr 0.002519] [CE 4.090 (3.895)] [KD 0.000 (0.000)] +2024-10-11 22:34:47,873 - Train: 26.39% [99050/375300] [79.2/300.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.002518] [CE 4.309 (3.864)] [KD 0.000 (0.000)] +2024-10-11 22:35:00,113 - Train: 26.41% [99100/375300] [79.2/300.0] [batch_t 0.243 (0.245)] [data_t 0.009] [optim_t 0.234] [lr 0.002518] [CE 3.820 (3.839)] [KD 0.000 (0.000)] +2024-10-11 22:35:11,946 - Train: 26.42% [99150/375300] [79.3/300.0] [batch_t 0.206 (0.237)] [data_t 0.009] [optim_t 0.197] [lr 0.002517] [CE 4.071 (3.905)] [KD 0.000 (0.000)] +2024-10-11 22:35:23,622 - Train: 26.43% [99200/375300] [79.3/300.0] [batch_t 0.192 (0.233)] [data_t 0.009] [optim_t 0.184] [lr 0.002517] [CE 4.257 (3.890)] [KD 0.000 (0.000)] +2024-10-11 22:35:35,500 - Train: 26.45% [99250/375300] [79.3/300.0] [batch_t 0.203 (0.237)] [data_t 0.009] [optim_t 0.194] [lr 0.002516] [CE 4.132 (3.876)] [KD 0.000 (0.000)] +2024-10-11 22:35:47,208 - Train: 26.46% [99300/375300] [79.4/300.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.002516] [CE 4.052 (3.874)] [KD 0.000 (0.000)] +2024-10-11 22:35:59,142 - Train: 26.47% [99350/375300] [79.4/300.0] [batch_t 0.276 (0.239)] [data_t 0.009] [optim_t 0.267] [lr 0.002515] [CE 3.835 (3.883)] [KD 0.000 (0.000)] +2024-10-11 22:36:10,722 - Train: 26.49% [99400/375300] [79.5/300.0] [batch_t 0.224 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.002515] [CE 3.949 (3.860)] [KD 0.000 (0.000)] +2024-10-11 22:36:22,719 - Train: 26.50% [99450/375300] [79.5/300.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.002514] [CE 4.127 (3.834)] [KD 0.000 (0.000)] +2024-10-11 22:36:34,458 - Train: 26.51% [99500/375300] [79.5/300.0] [batch_t 0.242 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.002514] [CE 3.842 (3.871)] [KD 0.000 (0.000)] +2024-10-11 22:36:46,242 - Train: 26.53% [99550/375300] [79.6/300.0] [batch_t 0.249 (0.236)] [data_t 0.009] [optim_t 0.240] [lr 0.002514] [CE 3.562 (3.899)] [KD 0.000 (0.000)] +2024-10-11 22:36:58,088 - Train: 26.54% [99600/375300] [79.6/300.0] [batch_t 0.208 (0.237)] [data_t 0.009] [optim_t 0.199] [lr 0.002513] [CE 4.024 (3.851)] [KD 0.000 (0.000)] +2024-10-11 22:37:09,911 - Train: 26.55% [99650/375300] [79.7/300.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002513] [CE 3.808 (3.809)] [KD 0.000 (0.000)] +2024-10-11 22:37:21,656 - Train: 26.57% [99700/375300] [79.7/300.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002512] [CE 3.665 (3.839)] [KD 0.000 (0.000)] +2024-10-11 22:37:33,298 - Train: 26.58% [99750/375300] [79.7/300.0] [batch_t 0.216 (0.233)] [data_t 0.009] [optim_t 0.207] [lr 0.002512] [CE 3.343 (3.879)] [KD 0.000 (0.000)] +2024-10-11 22:37:44,987 - Train: 26.59% [99800/375300] [79.8/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.002511] [CE 3.766 (3.906)] [KD 0.000 (0.000)] +2024-10-11 22:37:56,528 - Train: 26.61% [99850/375300] [79.8/300.0] [batch_t 0.258 (0.231)] [data_t 0.009] [optim_t 0.249] [lr 0.002511] [CE 4.232 (3.844)] [KD 0.000 (0.000)] +2024-10-11 22:38:08,149 - Train: 26.62% [99900/375300] [79.9/300.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.213] [lr 0.002510] [CE 3.630 (3.882)] [KD 0.000 (0.000)] +2024-10-11 22:38:19,866 - Train: 26.63% [99950/375300] [79.9/300.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.002510] [CE 4.304 (3.883)] [KD 0.000 (0.000)] +2024-10-11 22:38:31,460 - Train: 26.65% [100000/375300] [79.9/300.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.002509] [CE 3.895 (3.897)] [KD 0.000 (0.000)] +2024-10-11 22:38:43,181 - Train: 26.66% [100050/375300] [80.0/300.0] [batch_t 0.230 (0.234)] [data_t 0.010] [optim_t 0.220] [lr 0.002509] [CE 3.859 (3.889)] [KD 0.000 (0.000)] +2024-10-11 22:39:01,690 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 34240] [top5_cnt 44541] [top_all 50000] +2024-10-11 22:39:01,691 - net: 68.480 (89.082) +2024-10-11 22:39:14,128 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 37642] [top5_cnt 46394] [top_all 50000] +2024-10-11 22:39:14,129 - net_E: 75.284 (92.788) +2024-10-11 22:39:14,275 - Max [top1: 69.240 (epoch: 75)] [top1-ema: 75.284 (epoch: 80)] +2024-10-11 22:39:14,275 - ==> Total time: 6:45:57 Eta: 18:36:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:39:22,969 - Train: 26.67% [100100/375300] [80.0/300.0] [batch_t 0.191 (0.245)] [data_t 0.009] [optim_t 0.182] [lr 0.002508] [CE 3.671 (3.890)] [KD 0.000 (0.000)] +2024-10-11 22:39:35,287 - Train: 26.69% [100150/375300] [80.1/300.0] [batch_t 0.252 (0.246)] [data_t 0.009] [optim_t 0.243] [lr 0.002508] [CE 3.767 (3.815)] [KD 0.000 (0.000)] +2024-10-11 22:39:47,489 - Train: 26.70% [100200/375300] [80.1/300.0] [batch_t 0.218 (0.244)] [data_t 0.009] [optim_t 0.209] [lr 0.002508] [CE 3.667 (3.807)] [KD 0.000 (0.000)] +2024-10-11 22:39:59,375 - Train: 26.71% [100250/375300] [80.1/300.0] [batch_t 0.217 (0.238)] [data_t 0.009] [optim_t 0.208] [lr 0.002507] [CE 4.140 (3.806)] [KD 0.000 (0.000)] +2024-10-11 22:40:11,641 - Train: 26.73% [100300/375300] [80.2/300.0] [batch_t 0.252 (0.245)] [data_t 0.009] [optim_t 0.243] [lr 0.002507] [CE 3.881 (3.868)] [KD 0.000 (0.000)] +2024-10-11 22:40:23,773 - Train: 26.74% [100350/375300] [80.2/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.002506] [CE 4.080 (3.920)] [KD 0.000 (0.000)] +2024-10-11 22:40:35,596 - Train: 26.75% [100400/375300] [80.3/300.0] [batch_t 0.207 (0.236)] [data_t 0.009] [optim_t 0.198] [lr 0.002506] [CE 3.930 (3.871)] [KD 0.000 (0.000)] +2024-10-11 22:40:47,405 - Train: 26.77% [100450/375300] [80.3/300.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.002505] [CE 4.050 (3.901)] [KD 0.000 (0.000)] +2024-10-11 22:40:59,286 - Train: 26.78% [100500/375300] [80.3/300.0] [batch_t 0.203 (0.238)] [data_t 0.009] [optim_t 0.194] [lr 0.002505] [CE 3.903 (3.858)] [KD 0.000 (0.000)] +2024-10-11 22:41:11,426 - Train: 26.79% [100550/375300] [80.4/300.0] [batch_t 0.258 (0.243)] [data_t 0.009] [optim_t 0.249] [lr 0.002504] [CE 3.671 (3.937)] [KD 0.000 (0.000)] +2024-10-11 22:41:23,400 - Train: 26.81% [100600/375300] [80.4/300.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.002504] [CE 3.716 (3.866)] [KD 0.000 (0.000)] +2024-10-11 22:41:35,336 - Train: 26.82% [100650/375300] [80.5/300.0] [batch_t 0.194 (0.239)] [data_t 0.009] [optim_t 0.186] [lr 0.002503] [CE 3.799 (3.830)] [KD 0.000 (0.000)] +2024-10-11 22:41:47,068 - Train: 26.83% [100700/375300] [80.5/300.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.002503] [CE 3.904 (3.902)] [KD 0.000 (0.000)] +2024-10-11 22:41:58,572 - Train: 26.85% [100750/375300] [80.5/300.0] [batch_t 0.273 (0.230)] [data_t 0.009] [optim_t 0.264] [lr 0.002502] [CE 3.879 (3.822)] [KD 0.000 (0.000)] +2024-10-11 22:42:10,598 - Train: 26.86% [100800/375300] [80.6/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.002502] [CE 3.804 (3.813)] [KD 0.000 (0.000)] +2024-10-11 22:42:22,294 - Train: 26.87% [100850/375300] [80.6/300.0] [batch_t 0.243 (0.234)] [data_t 0.009] [optim_t 0.234] [lr 0.002502] [CE 3.747 (3.935)] [KD 0.000 (0.000)] +2024-10-11 22:42:34,021 - Train: 26.89% [100900/375300] [80.7/300.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.002501] [CE 3.732 (3.875)] [KD 0.000 (0.000)] +2024-10-11 22:42:45,714 - Train: 26.90% [100950/375300] [80.7/300.0] [batch_t 0.201 (0.234)] [data_t 0.009] [optim_t 0.192] [lr 0.002501] [CE 3.334 (3.891)] [KD 0.000 (0.000)] +2024-10-11 22:42:57,230 - Train: 26.91% [101000/375300] [80.7/300.0] [batch_t 0.225 (0.230)] [data_t 0.009] [optim_t 0.216] [lr 0.002500] [CE 3.789 (3.883)] [KD 0.000 (0.000)] +2024-10-11 22:43:08,616 - Train: 26.93% [101050/375300] [80.8/300.0] [batch_t 0.270 (0.228)] [data_t 0.009] [optim_t 0.261] [lr 0.002500] [CE 4.074 (3.870)] [KD 0.000 (0.000)] +2024-10-11 22:43:20,250 - Train: 26.94% [101100/375300] [80.8/300.0] [batch_t 0.191 (0.233)] [data_t 0.009] [optim_t 0.182] [lr 0.002499] [CE 3.761 (3.848)] [KD 0.000 (0.000)] +2024-10-11 22:43:32,030 - Train: 26.95% [101150/375300] [80.9/300.0] [batch_t 0.213 (0.235)] [data_t 0.009] [optim_t 0.204] [lr 0.002499] [CE 3.851 (3.874)] [KD 0.000 (0.000)] +2024-10-11 22:43:43,803 - Train: 26.97% [101200/375300] [80.9/300.0] [batch_t 0.250 (0.235)] [data_t 0.009] [optim_t 0.241] [lr 0.002498] [CE 3.914 (3.918)] [KD 0.000 (0.000)] +2024-10-11 22:43:55,499 - Train: 26.98% [101250/375300] [80.9/300.0] [batch_t 0.279 (0.234)] [data_t 0.009] [optim_t 0.270] [lr 0.002498] [CE 3.670 (3.840)] [KD 0.000 (0.000)] +2024-10-11 22:44:07,494 - Train: 26.99% [101300/375300] [81.0/300.0] [batch_t 0.214 (0.240)] [data_t 0.009] [optim_t 0.205] [lr 0.002497] [CE 3.606 (3.876)] [KD 0.000 (0.000)] +2024-10-11 22:44:14,181 - ==> Total time: 6:50:56 Eta: 18:31:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:44:21,602 - Train: 27.01% [101350/375300] [81.0/300.0] [batch_t 0.187 (0.313)] [data_t 0.009] [optim_t 0.178] [lr 0.002497] [CE 3.805 (3.877)] [KD 0.000 (0.000)] +2024-10-11 22:44:32,871 - Train: 27.02% [101400/375300] [81.1/300.0] [batch_t 0.207 (0.225)] [data_t 0.009] [optim_t 0.198] [lr 0.002496] [CE 3.781 (3.840)] [KD 0.000 (0.000)] +2024-10-11 22:44:44,636 - Train: 27.03% [101450/375300] [81.1/300.0] [batch_t 0.214 (0.235)] [data_t 0.009] [optim_t 0.205] [lr 0.002496] [CE 3.477 (3.832)] [KD 0.000 (0.000)] +2024-10-11 22:44:56,197 - Train: 27.05% [101500/375300] [81.1/300.0] [batch_t 0.268 (0.231)] [data_t 0.009] [optim_t 0.259] [lr 0.002495] [CE 3.603 (3.871)] [KD 0.000 (0.000)] +2024-10-11 22:45:07,880 - Train: 27.06% [101550/375300] [81.2/300.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.002495] [CE 4.328 (3.888)] [KD 0.000 (0.000)] +2024-10-11 22:45:19,603 - Train: 27.07% [101600/375300] [81.2/300.0] [batch_t 0.212 (0.234)] [data_t 0.009] [optim_t 0.203] [lr 0.002495] [CE 3.718 (3.922)] [KD 0.000 (0.000)] +2024-10-11 22:45:31,551 - Train: 27.08% [101650/375300] [81.3/300.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.002494] [CE 3.729 (3.790)] [KD 0.000 (0.000)] +2024-10-11 22:45:43,337 - Train: 27.10% [101700/375300] [81.3/300.0] [batch_t 0.270 (0.236)] [data_t 0.009] [optim_t 0.261] [lr 0.002494] [CE 3.791 (3.838)] [KD 0.000 (0.000)] +2024-10-11 22:45:54,938 - Train: 27.11% [101750/375300] [81.3/300.0] [batch_t 0.198 (0.232)] [data_t 0.009] [optim_t 0.189] [lr 0.002493] [CE 3.933 (3.862)] [KD 0.000 (0.000)] +2024-10-11 22:46:06,580 - Train: 27.12% [101800/375300] [81.4/300.0] [batch_t 0.252 (0.233)] [data_t 0.009] [optim_t 0.243] [lr 0.002493] [CE 3.906 (3.873)] [KD 0.000 (0.000)] +2024-10-11 22:46:18,321 - Train: 27.14% [101850/375300] [81.4/300.0] [batch_t 0.220 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.002492] [CE 3.799 (3.886)] [KD 0.000 (0.000)] +2024-10-11 22:46:30,296 - Train: 27.15% [101900/375300] [81.5/300.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002492] [CE 4.307 (3.897)] [KD 0.000 (0.000)] +2024-10-11 22:46:42,006 - Train: 27.16% [101950/375300] [81.5/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.182] [lr 0.002491] [CE 3.984 (3.917)] [KD 0.000 (0.000)] +2024-10-11 22:46:53,786 - Train: 27.18% [102000/375300] [81.5/300.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002491] [CE 4.055 (3.867)] [KD 0.000 (0.000)] +2024-10-11 22:47:05,579 - Train: 27.19% [102050/375300] [81.6/300.0] [batch_t 0.228 (0.236)] [data_t 0.009] [optim_t 0.219] [lr 0.002490] [CE 3.807 (3.914)] [KD 0.000 (0.000)] +2024-10-11 22:47:17,153 - Train: 27.20% [102100/375300] [81.6/300.0] [batch_t 0.242 (0.231)] [data_t 0.009] [optim_t 0.233] [lr 0.002490] [CE 3.485 (3.875)] [KD 0.000 (0.000)] +2024-10-11 22:47:28,889 - Train: 27.22% [102150/375300] [81.7/300.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.002489] [CE 3.616 (3.854)] [KD 0.000 (0.000)] +2024-10-11 22:47:40,523 - Train: 27.23% [102200/375300] [81.7/300.0] [batch_t 0.227 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.002489] [CE 3.883 (3.888)] [KD 0.000 (0.000)] +2024-10-11 22:47:52,073 - Train: 27.24% [102250/375300] [81.7/300.0] [batch_t 0.209 (0.231)] [data_t 0.009] [optim_t 0.200] [lr 0.002488] [CE 4.012 (3.874)] [KD 0.000 (0.000)] +2024-10-11 22:48:04,187 - Train: 27.26% [102300/375300] [81.8/300.0] [batch_t 0.299 (0.242)] [data_t 0.009] [optim_t 0.290] [lr 0.002488] [CE 3.976 (3.874)] [KD 0.000 (0.000)] +2024-10-11 22:48:16,059 - Train: 27.27% [102350/375300] [81.8/300.0] [batch_t 0.264 (0.237)] [data_t 0.009] [optim_t 0.255] [lr 0.002488] [CE 3.772 (3.892)] [KD 0.000 (0.000)] +2024-10-11 22:48:27,958 - Train: 27.28% [102400/375300] [81.9/300.0] [batch_t 0.273 (0.238)] [data_t 0.009] [optim_t 0.264] [lr 0.002487] [CE 3.871 (3.873)] [KD 0.000 (0.000)] +2024-10-11 22:48:39,842 - Train: 27.30% [102450/375300] [81.9/300.0] [batch_t 0.295 (0.238)] [data_t 0.009] [optim_t 0.286] [lr 0.002487] [CE 3.946 (3.872)] [KD 0.000 (0.000)] +2024-10-11 22:48:51,586 - Train: 27.31% [102500/375300] [81.9/300.0] [batch_t 0.209 (0.235)] [data_t 0.009] [optim_t 0.201] [lr 0.002486] [CE 4.175 (3.896)] [KD 0.000 (0.000)] +2024-10-11 22:49:03,305 - Train: 27.32% [102550/375300] [82.0/300.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.002486] [CE 3.651 (3.881)] [KD 0.000 (0.000)] +2024-10-11 22:49:10,096 - ==> Total time: 6:55:52 Eta: 18:25:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:49:17,384 - Train: 27.34% [102600/375300] [82.0/300.0] [batch_t 0.183 (0.337)] [data_t 0.009] [optim_t 0.175] [lr 0.002485] [CE 3.919 (3.848)] [KD 0.000 (0.000)] +2024-10-11 22:49:28,479 - Train: 27.35% [102650/375300] [82.1/300.0] [batch_t 0.307 (0.222)] [data_t 0.009] [optim_t 0.298] [lr 0.002485] [CE 3.803 (3.880)] [KD 0.000 (0.000)] +2024-10-11 22:49:41,229 - Train: 27.36% [102700/375300] [82.1/300.0] [batch_t 0.272 (0.255)] [data_t 0.009] [optim_t 0.263] [lr 0.002484] [CE 3.496 (3.864)] [KD 0.000 (0.000)] +2024-10-11 22:49:53,358 - Train: 27.38% [102750/375300] [82.1/300.0] [batch_t 0.183 (0.242)] [data_t 0.009] [optim_t 0.174] [lr 0.002484] [CE 3.950 (3.861)] [KD 0.000 (0.000)] +2024-10-11 22:50:05,090 - Train: 27.39% [102800/375300] [82.2/300.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002483] [CE 3.720 (3.881)] [KD 0.000 (0.000)] +2024-10-11 22:50:16,778 - Train: 27.40% [102850/375300] [82.2/300.0] [batch_t 0.226 (0.234)] [data_t 0.009] [optim_t 0.217] [lr 0.002483] [CE 3.348 (3.806)] [KD 0.000 (0.000)] +2024-10-11 22:50:28,480 - Train: 27.42% [102900/375300] [82.3/300.0] [batch_t 0.222 (0.234)] [data_t 0.009] [optim_t 0.213] [lr 0.002482] [CE 3.974 (3.858)] [KD 0.000 (0.000)] +2024-10-11 22:50:40,262 - Train: 27.43% [102950/375300] [82.3/300.0] [batch_t 0.254 (0.236)] [data_t 0.009] [optim_t 0.246] [lr 0.002482] [CE 3.439 (3.840)] [KD 0.000 (0.000)] +2024-10-11 22:50:52,271 - Train: 27.44% [103000/375300] [82.3/300.0] [batch_t 0.307 (0.240)] [data_t 0.009] [optim_t 0.298] [lr 0.002481] [CE 3.700 (3.838)] [KD 0.000 (0.000)] +2024-10-11 22:51:04,209 - Train: 27.46% [103050/375300] [82.4/300.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.002481] [CE 3.651 (3.841)] [KD 0.000 (0.000)] +2024-10-11 22:51:16,166 - Train: 27.47% [103100/375300] [82.4/300.0] [batch_t 0.228 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.002480] [CE 4.118 (3.861)] [KD 0.000 (0.000)] +2024-10-11 22:51:28,190 - Train: 27.48% [103150/375300] [82.5/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.002480] [CE 3.840 (3.896)] [KD 0.000 (0.000)] +2024-10-11 22:51:40,228 - Train: 27.50% [103200/375300] [82.5/300.0] [batch_t 0.307 (0.241)] [data_t 0.009] [optim_t 0.298] [lr 0.002480] [CE 4.225 (3.890)] [KD 0.000 (0.000)] +2024-10-11 22:51:51,913 - Train: 27.51% [103250/375300] [82.5/300.0] [batch_t 0.200 (0.234)] [data_t 0.009] [optim_t 0.191] [lr 0.002479] [CE 3.599 (3.868)] [KD 0.000 (0.000)] +2024-10-11 22:52:03,684 - Train: 27.52% [103300/375300] [82.6/300.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.002479] [CE 3.708 (3.884)] [KD 0.000 (0.000)] +2024-10-11 22:52:15,543 - Train: 27.54% [103350/375300] [82.6/300.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002478] [CE 4.352 (3.845)] [KD 0.000 (0.000)] +2024-10-11 22:52:27,600 - Train: 27.55% [103400/375300] [82.7/300.0] [batch_t 0.195 (0.241)] [data_t 0.009] [optim_t 0.186] [lr 0.002478] [CE 3.914 (3.881)] [KD 0.000 (0.000)] +2024-10-11 22:52:39,700 - Train: 27.56% [103450/375300] [82.7/300.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.002477] [CE 4.025 (3.873)] [KD 0.000 (0.000)] +2024-10-11 22:52:51,881 - Train: 27.58% [103500/375300] [82.7/300.0] [batch_t 0.260 (0.244)] [data_t 0.009] [optim_t 0.251] [lr 0.002477] [CE 3.929 (3.879)] [KD 0.000 (0.000)] +2024-10-11 22:53:04,111 - Train: 27.59% [103550/375300] [82.8/300.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.252] [lr 0.002476] [CE 3.700 (3.879)] [KD 0.000 (0.000)] +2024-10-11 22:53:15,910 - Train: 27.60% [103600/375300] [82.8/300.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.226] [lr 0.002476] [CE 3.712 (3.850)] [KD 0.000 (0.000)] +2024-10-11 22:53:27,647 - Train: 27.62% [103650/375300] [82.9/300.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002475] [CE 3.687 (3.879)] [KD 0.000 (0.000)] +2024-10-11 22:53:39,517 - Train: 27.63% [103700/375300] [82.9/300.0] [batch_t 0.303 (0.237)] [data_t 0.009] [optim_t 0.295] [lr 0.002475] [CE 3.797 (3.845)] [KD 0.000 (0.000)] +2024-10-11 22:53:51,425 - Train: 27.64% [103750/375300] [82.9/300.0] [batch_t 0.265 (0.238)] [data_t 0.009] [optim_t 0.256] [lr 0.002474] [CE 3.772 (3.850)] [KD 0.000 (0.000)] +2024-10-11 22:54:03,472 - Train: 27.66% [103800/375300] [83.0/300.0] [batch_t 0.290 (0.241)] [data_t 0.009] [optim_t 0.281] [lr 0.002474] [CE 3.805 (3.887)] [KD 0.000 (0.000)] +2024-10-11 22:54:10,715 - ==> Total time: 7:00:53 Eta: 18:20:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:54:17,502 - Train: 27.67% [103850/375300] [83.0/300.0] [batch_t 0.189 (0.328)] [data_t 0.009] [optim_t 0.180] [lr 0.002473] [CE 3.620 (3.785)] [KD 0.000 (0.000)] +2024-10-11 22:54:29,515 - Train: 27.68% [103900/375300] [83.1/300.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.002473] [CE 3.774 (3.787)] [KD 0.000 (0.000)] +2024-10-11 22:54:41,526 - Train: 27.70% [103950/375300] [83.1/300.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002472] [CE 3.592 (3.855)] [KD 0.000 (0.000)] +2024-10-11 22:54:53,439 - Train: 27.71% [104000/375300] [83.1/300.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.002472] [CE 4.038 (3.903)] [KD 0.000 (0.000)] +2024-10-11 22:55:05,130 - Train: 27.72% [104050/375300] [83.2/300.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.002471] [CE 3.809 (3.901)] [KD 0.000 (0.000)] +2024-10-11 22:55:17,299 - Train: 27.74% [104100/375300] [83.2/300.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.002471] [CE 3.830 (3.849)] [KD 0.000 (0.000)] +2024-10-11 22:55:29,193 - Train: 27.75% [104150/375300] [83.3/300.0] [batch_t 0.191 (0.238)] [data_t 0.009] [optim_t 0.182] [lr 0.002471] [CE 4.106 (3.893)] [KD 0.000 (0.000)] +2024-10-11 22:55:41,264 - Train: 27.76% [104200/375300] [83.3/300.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.002470] [CE 3.982 (3.876)] [KD 0.000 (0.000)] +2024-10-11 22:55:52,997 - Train: 27.78% [104250/375300] [83.3/300.0] [batch_t 0.195 (0.235)] [data_t 0.009] [optim_t 0.186] [lr 0.002470] [CE 3.316 (3.863)] [KD 0.000 (0.000)] +2024-10-11 22:56:05,127 - Train: 27.79% [104300/375300] [83.4/300.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.002469] [CE 3.792 (3.827)] [KD 0.000 (0.000)] +2024-10-11 22:56:17,285 - Train: 27.80% [104350/375300] [83.4/300.0] [batch_t 0.320 (0.243)] [data_t 0.009] [optim_t 0.311] [lr 0.002469] [CE 4.068 (3.844)] [KD 0.000 (0.000)] +2024-10-11 22:56:29,120 - Train: 27.82% [104400/375300] [83.5/300.0] [batch_t 0.260 (0.237)] [data_t 0.009] [optim_t 0.251] [lr 0.002468] [CE 3.706 (3.851)] [KD 0.000 (0.000)] +2024-10-11 22:56:40,653 - Train: 27.83% [104450/375300] [83.5/300.0] [batch_t 0.215 (0.231)] [data_t 0.009] [optim_t 0.206] [lr 0.002468] [CE 3.847 (3.831)] [KD 0.000 (0.000)] +2024-10-11 22:56:51,903 - Train: 27.84% [104500/375300] [83.5/300.0] [batch_t 0.247 (0.225)] [data_t 0.009] [optim_t 0.238] [lr 0.002467] [CE 3.898 (3.880)] [KD 0.000 (0.000)] +2024-10-11 22:57:03,377 - Train: 27.86% [104550/375300] [83.6/300.0] [batch_t 0.189 (0.229)] [data_t 0.009] [optim_t 0.180] [lr 0.002467] [CE 4.002 (3.899)] [KD 0.000 (0.000)] +2024-10-11 22:57:14,893 - Train: 27.87% [104600/375300] [83.6/300.0] [batch_t 0.240 (0.230)] [data_t 0.065] [optim_t 0.175] [lr 0.002466] [CE 3.823 (3.862)] [KD 0.000 (0.000)] +2024-10-11 22:57:26,587 - Train: 27.88% [104650/375300] [83.7/300.0] [batch_t 0.328 (0.234)] [data_t 0.052] [optim_t 0.276] [lr 0.002466] [CE 3.927 (3.840)] [KD 0.000 (0.000)] +2024-10-11 22:57:38,259 - Train: 27.90% [104700/375300] [83.7/300.0] [batch_t 0.252 (0.233)] [data_t 0.076] [optim_t 0.176] [lr 0.002465] [CE 4.203 (3.849)] [KD 0.000 (0.000)] +2024-10-11 22:57:49,886 - Train: 27.91% [104750/375300] [83.7/300.0] [batch_t 0.219 (0.232)] [data_t 0.042] [optim_t 0.176] [lr 0.002465] [CE 3.587 (3.847)] [KD 0.000 (0.000)] +2024-10-11 22:58:01,489 - Train: 27.92% [104800/375300] [83.8/300.0] [batch_t 0.192 (0.232)] [data_t 0.009] [optim_t 0.183] [lr 0.002464] [CE 3.851 (3.863)] [KD 0.000 (0.000)] +2024-10-11 22:58:13,032 - Train: 27.94% [104850/375300] [83.8/300.0] [batch_t 0.183 (0.231)] [data_t 0.009] [optim_t 0.174] [lr 0.002464] [CE 3.970 (3.852)] [KD 0.000 (0.000)] +2024-10-11 22:58:24,660 - Train: 27.95% [104900/375300] [83.9/300.0] [batch_t 0.246 (0.232)] [data_t 0.072] [optim_t 0.174] [lr 0.002463] [CE 3.647 (3.883)] [KD 0.000 (0.000)] +2024-10-11 22:58:36,249 - Train: 27.96% [104950/375300] [83.9/300.0] [batch_t 0.201 (0.232)] [data_t 0.025] [optim_t 0.176] [lr 0.002463] [CE 4.294 (3.921)] [KD 0.000 (0.000)] +2024-10-11 22:58:47,851 - Train: 27.98% [105000/375300] [83.9/300.0] [batch_t 0.209 (0.232)] [data_t 0.034] [optim_t 0.175] [lr 0.002462] [CE 4.003 (3.889)] [KD 0.000 (0.000)] +2024-10-11 22:58:59,310 - Train: 27.99% [105050/375300] [84.0/300.0] [batch_t 0.262 (0.229)] [data_t 0.085] [optim_t 0.177] [lr 0.002462] [CE 3.980 (3.877)] [KD 0.000 (0.000)] +2024-10-11 22:59:07,020 - ==> Total time: 7:05:49 Eta: 18:14:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 22:59:14,003 - Train: 28.00% [105100/375300] [84.0/300.0] [batch_t 0.189 (0.342)] [data_t 0.009] [optim_t 0.180] [lr 0.002461] [CE 3.803 (3.785)] [KD 0.000 (0.000)] +2024-10-11 22:59:24,720 - Train: 28.02% [105150/375300] [84.1/300.0] [batch_t 0.185 (0.214)] [data_t 0.009] [optim_t 0.176] [lr 0.002461] [CE 3.656 (3.825)] [KD 0.000 (0.000)] +2024-10-11 22:59:36,769 - Train: 28.03% [105200/375300] [84.1/300.0] [batch_t 0.191 (0.241)] [data_t 0.009] [optim_t 0.182] [lr 0.002460] [CE 3.944 (3.824)] [KD 0.000 (0.000)] +2024-10-11 22:59:49,080 - Train: 28.04% [105250/375300] [84.1/300.0] [batch_t 0.184 (0.246)] [data_t 0.009] [optim_t 0.175] [lr 0.002460] [CE 4.043 (3.884)] [KD 0.000 (0.000)] +2024-10-11 23:00:01,068 - Train: 28.06% [105300/375300] [84.2/300.0] [batch_t 0.252 (0.240)] [data_t 0.009] [optim_t 0.244] [lr 0.002460] [CE 4.007 (3.878)] [KD 0.000 (0.000)] +2024-10-11 23:00:13,299 - Train: 28.07% [105350/375300] [84.2/300.0] [batch_t 0.222 (0.244)] [data_t 0.009] [optim_t 0.213] [lr 0.002459] [CE 4.107 (3.854)] [KD 0.000 (0.000)] +2024-10-11 23:00:25,429 - Train: 28.08% [105400/375300] [84.3/300.0] [batch_t 0.217 (0.242)] [data_t 0.009] [optim_t 0.209] [lr 0.002459] [CE 3.472 (3.826)] [KD 0.000 (0.000)] +2024-10-11 23:00:37,124 - Train: 28.10% [105450/375300] [84.3/300.0] [batch_t 0.267 (0.234)] [data_t 0.009] [optim_t 0.258] [lr 0.002458] [CE 3.747 (3.857)] [KD 0.000 (0.000)] +2024-10-11 23:00:49,199 - Train: 28.11% [105500/375300] [84.3/300.0] [batch_t 0.207 (0.241)] [data_t 0.009] [optim_t 0.198] [lr 0.002458] [CE 4.147 (3.841)] [KD 0.000 (0.000)] +2024-10-11 23:01:01,119 - Train: 28.12% [105550/375300] [84.4/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.002457] [CE 3.494 (3.806)] [KD 0.000 (0.000)] +2024-10-11 23:01:13,065 - Train: 28.14% [105600/375300] [84.4/300.0] [batch_t 0.216 (0.239)] [data_t 0.009] [optim_t 0.207] [lr 0.002457] [CE 3.932 (3.867)] [KD 0.000 (0.000)] +2024-10-11 23:01:25,095 - Train: 28.15% [105650/375300] [84.5/300.0] [batch_t 0.264 (0.240)] [data_t 0.009] [optim_t 0.255] [lr 0.002456] [CE 3.701 (3.888)] [KD 0.000 (0.000)] +2024-10-11 23:01:37,049 - Train: 28.16% [105700/375300] [84.5/300.0] [batch_t 0.216 (0.239)] [data_t 0.009] [optim_t 0.207] [lr 0.002456] [CE 3.334 (3.884)] [KD 0.000 (0.000)] +2024-10-11 23:01:49,108 - Train: 28.18% [105750/375300] [84.5/300.0] [batch_t 0.253 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.002455] [CE 3.793 (3.868)] [KD 0.000 (0.000)] +2024-10-11 23:02:00,992 - Train: 28.19% [105800/375300] [84.6/300.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.002455] [CE 3.845 (3.884)] [KD 0.000 (0.000)] +2024-10-11 23:02:12,754 - Train: 28.20% [105850/375300] [84.6/300.0] [batch_t 0.206 (0.235)] [data_t 0.009] [optim_t 0.197] [lr 0.002454] [CE 3.678 (3.840)] [KD 0.000 (0.000)] +2024-10-11 23:02:24,593 - Train: 28.22% [105900/375300] [84.7/300.0] [batch_t 0.252 (0.237)] [data_t 0.009] [optim_t 0.243] [lr 0.002454] [CE 4.112 (3.841)] [KD 0.000 (0.000)] +2024-10-11 23:02:36,443 - Train: 28.23% [105950/375300] [84.7/300.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.002453] [CE 3.663 (3.841)] [KD 0.000 (0.000)] +2024-10-11 23:02:48,341 - Train: 28.24% [106000/375300] [84.7/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.002453] [CE 4.138 (3.856)] [KD 0.000 (0.000)] +2024-10-11 23:03:00,178 - Train: 28.26% [106050/375300] [84.8/300.0] [batch_t 0.256 (0.237)] [data_t 0.009] [optim_t 0.247] [lr 0.002452] [CE 3.884 (3.901)] [KD 0.000 (0.000)] +2024-10-11 23:03:12,265 - Train: 28.27% [106100/375300] [84.8/300.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.002452] [CE 3.684 (3.831)] [KD 0.000 (0.000)] +2024-10-11 23:03:24,271 - Train: 28.28% [106150/375300] [84.9/300.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002451] [CE 4.099 (3.896)] [KD 0.000 (0.000)] +2024-10-11 23:03:36,190 - Train: 28.30% [106200/375300] [84.9/300.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002451] [CE 3.833 (3.910)] [KD 0.000 (0.000)] +2024-10-11 23:03:48,327 - Train: 28.31% [106250/375300] [84.9/300.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.002450] [CE 3.872 (3.800)] [KD 0.000 (0.000)] +2024-10-11 23:04:00,288 - Train: 28.32% [106300/375300] [85.0/300.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002450] [CE 4.140 (3.910)] [KD 0.000 (0.000)] +2024-10-11 23:04:20,486 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 34906] [top5_cnt 45094] [top_all 50000] +2024-10-11 23:04:20,486 - net: 69.812 (90.188) +2024-10-11 23:04:32,784 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 37711] [top5_cnt 46463] [top_all 50000] +2024-10-11 23:04:32,785 - net_E: 75.422 (92.926) +2024-10-11 23:04:32,924 - Max [top1: 69.812 (epoch: 85)] [top1-ema: 75.422 (epoch: 85)] +2024-10-11 23:04:32,924 - ==> Total time: 7:11:15 Eta: 18:10:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:04:42,038 - Train: 28.34% [106350/375300] [85.0/300.0] [batch_t 0.189 (0.265)] [data_t 0.009] [optim_t 0.180] [lr 0.002449] [CE 3.632 (3.926)] [KD 0.000 (0.000)] +2024-10-11 23:04:53,177 - Train: 28.35% [106400/375300] [85.1/300.0] [batch_t 0.185 (0.223)] [data_t 0.009] [optim_t 0.176] [lr 0.002449] [CE 3.691 (3.777)] [KD 0.000 (0.000)] +2024-10-11 23:05:04,762 - Train: 28.36% [106450/375300] [85.1/300.0] [batch_t 0.248 (0.232)] [data_t 0.009] [optim_t 0.239] [lr 0.002448] [CE 3.953 (3.775)] [KD 0.000 (0.000)] +2024-10-11 23:05:16,758 - Train: 28.38% [106500/375300] [85.1/300.0] [batch_t 0.220 (0.240)] [data_t 0.009] [optim_t 0.211] [lr 0.002448] [CE 3.369 (3.872)] [KD 0.000 (0.000)] +2024-10-11 23:05:28,414 - Train: 28.39% [106550/375300] [85.2/300.0] [batch_t 0.204 (0.233)] [data_t 0.009] [optim_t 0.195] [lr 0.002447] [CE 3.531 (3.873)] [KD 0.000 (0.000)] +2024-10-11 23:05:40,180 - Train: 28.40% [106600/375300] [85.2/300.0] [batch_t 0.256 (0.235)] [data_t 0.009] [optim_t 0.247] [lr 0.002447] [CE 3.898 (3.862)] [KD 0.000 (0.000)] +2024-10-11 23:05:52,061 - Train: 28.42% [106650/375300] [85.3/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.002447] [CE 3.755 (3.833)] [KD 0.000 (0.000)] +2024-10-11 23:06:03,932 - Train: 28.43% [106700/375300] [85.3/300.0] [batch_t 0.261 (0.237)] [data_t 0.009] [optim_t 0.252] [lr 0.002446] [CE 4.218 (3.805)] [KD 0.000 (0.000)] +2024-10-11 23:06:15,687 - Train: 28.44% [106750/375300] [85.3/300.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.002446] [CE 4.127 (3.861)] [KD 0.000 (0.000)] +2024-10-11 23:06:27,488 - Train: 28.46% [106800/375300] [85.4/300.0] [batch_t 0.253 (0.236)] [data_t 0.009] [optim_t 0.244] [lr 0.002445] [CE 4.026 (3.856)] [KD 0.000 (0.000)] +2024-10-11 23:06:39,362 - Train: 28.47% [106850/375300] [85.4/300.0] [batch_t 0.189 (0.237)] [data_t 0.009] [optim_t 0.180] [lr 0.002445] [CE 3.913 (3.878)] [KD 0.000 (0.000)] +2024-10-11 23:06:50,943 - Train: 28.48% [106900/375300] [85.5/300.0] [batch_t 0.244 (0.231)] [data_t 0.009] [optim_t 0.235] [lr 0.002444] [CE 3.645 (3.826)] [KD 0.000 (0.000)] +2024-10-11 23:07:02,570 - Train: 28.50% [106950/375300] [85.5/300.0] [batch_t 0.250 (0.232)] [data_t 0.009] [optim_t 0.241] [lr 0.002444] [CE 3.855 (3.847)] [KD 0.000 (0.000)] +2024-10-11 23:07:14,385 - Train: 28.51% [107000/375300] [85.5/300.0] [batch_t 0.212 (0.236)] [data_t 0.009] [optim_t 0.203] [lr 0.002443] [CE 3.675 (3.889)] [KD 0.000 (0.000)] +2024-10-11 23:07:25,818 - Train: 28.52% [107050/375300] [85.6/300.0] [batch_t 0.185 (0.229)] [data_t 0.009] [optim_t 0.176] [lr 0.002443] [CE 3.694 (3.840)] [KD 0.000 (0.000)] +2024-10-11 23:07:37,528 - Train: 28.54% [107100/375300] [85.6/300.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.002442] [CE 4.150 (3.866)] [KD 0.000 (0.000)] +2024-10-11 23:07:49,129 - Train: 28.55% [107150/375300] [85.7/300.0] [batch_t 0.184 (0.232)] [data_t 0.010] [optim_t 0.174] [lr 0.002442] [CE 3.879 (3.857)] [KD 0.000 (0.000)] +2024-10-11 23:08:00,851 - Train: 28.56% [107200/375300] [85.7/300.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.002441] [CE 4.156 (3.867)] [KD 0.000 (0.000)] +2024-10-11 23:08:12,590 - Train: 28.58% [107250/375300] [85.7/300.0] [batch_t 0.245 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.002441] [CE 3.934 (3.833)] [KD 0.000 (0.000)] +2024-10-11 23:08:24,090 - Train: 28.59% [107300/375300] [85.8/300.0] [batch_t 0.201 (0.230)] [data_t 0.009] [optim_t 0.193] [lr 0.002440] [CE 3.563 (3.836)] [KD 0.000 (0.000)] +2024-10-11 23:08:35,756 - Train: 28.60% [107350/375300] [85.8/300.0] [batch_t 0.206 (0.233)] [data_t 0.009] [optim_t 0.198] [lr 0.002440] [CE 3.660 (3.810)] [KD 0.000 (0.000)] +2024-10-11 23:08:47,390 - Train: 28.62% [107400/375300] [85.9/300.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.231] [lr 0.002439] [CE 3.641 (3.822)] [KD 0.000 (0.000)] +2024-10-11 23:08:58,923 - Train: 28.63% [107450/375300] [85.9/300.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.002439] [CE 4.028 (3.825)] [KD 0.000 (0.000)] +2024-10-11 23:09:10,337 - Train: 28.64% [107500/375300] [85.9/300.0] [batch_t 0.233 (0.228)] [data_t 0.009] [optim_t 0.224] [lr 0.002438] [CE 3.761 (3.831)] [KD 0.000 (0.000)] +2024-10-11 23:09:22,006 - Train: 28.66% [107550/375300] [86.0/300.0] [batch_t 0.259 (0.233)] [data_t 0.009] [optim_t 0.251] [lr 0.002438] [CE 4.165 (3.904)] [KD 0.000 (0.000)] +2024-10-11 23:09:29,696 - ==> Total time: 7:16:12 Eta: 18:05:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:09:36,653 - Train: 28.67% [107600/375300] [86.0/300.0] [batch_t 0.184 (0.399)] [data_t 0.009] [optim_t 0.175] [lr 0.002437] [CE 3.795 (3.784)] [KD 0.000 (0.000)] +2024-10-11 23:09:47,487 - Train: 28.68% [107650/375300] [86.1/300.0] [batch_t 0.182 (0.217)] [data_t 0.009] [optim_t 0.173] [lr 0.002437] [CE 3.418 (3.860)] [KD 0.000 (0.000)] +2024-10-11 23:09:58,978 - Train: 28.70% [107700/375300] [86.1/300.0] [batch_t 0.242 (0.230)] [data_t 0.009] [optim_t 0.233] [lr 0.002436] [CE 4.212 (3.859)] [KD 0.000 (0.000)] +2024-10-11 23:10:10,772 - Train: 28.71% [107750/375300] [86.1/300.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.002436] [CE 4.233 (3.844)] [KD 0.000 (0.000)] +2024-10-11 23:10:22,275 - Train: 28.72% [107800/375300] [86.2/300.0] [batch_t 0.184 (0.230)] [data_t 0.009] [optim_t 0.175] [lr 0.002435] [CE 4.154 (3.838)] [KD 0.000 (0.000)] +2024-10-11 23:10:33,424 - Train: 28.74% [107850/375300] [86.2/300.0] [batch_t 0.246 (0.223)] [data_t 0.009] [optim_t 0.238] [lr 0.002435] [CE 3.896 (3.882)] [KD 0.000 (0.000)] +2024-10-11 23:10:44,638 - Train: 28.75% [107900/375300] [86.3/300.0] [batch_t 0.208 (0.224)] [data_t 0.009] [optim_t 0.199] [lr 0.002434] [CE 3.810 (3.863)] [KD 0.000 (0.000)] +2024-10-11 23:10:56,238 - Train: 28.76% [107950/375300] [86.3/300.0] [batch_t 0.341 (0.232)] [data_t 0.009] [optim_t 0.332] [lr 0.002434] [CE 3.805 (3.857)] [KD 0.000 (0.000)] +2024-10-11 23:11:07,733 - Train: 28.78% [108000/375300] [86.3/300.0] [batch_t 0.183 (0.230)] [data_t 0.009] [optim_t 0.174] [lr 0.002433] [CE 3.779 (3.868)] [KD 0.000 (0.000)] +2024-10-11 23:11:19,234 - Train: 28.79% [108050/375300] [86.4/300.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.002433] [CE 3.381 (3.778)] [KD 0.000 (0.000)] +2024-10-11 23:11:30,650 - Train: 28.80% [108100/375300] [86.4/300.0] [batch_t 0.230 (0.228)] [data_t 0.009] [optim_t 0.222] [lr 0.002432] [CE 4.231 (3.850)] [KD 0.000 (0.000)] +2024-10-11 23:11:41,965 - Train: 28.82% [108150/375300] [86.5/300.0] [batch_t 0.185 (0.226)] [data_t 0.009] [optim_t 0.176] [lr 0.002432] [CE 3.931 (3.854)] [KD 0.000 (0.000)] +2024-10-11 23:11:53,413 - Train: 28.83% [108200/375300] [86.5/300.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.002431] [CE 4.012 (3.852)] [KD 0.000 (0.000)] +2024-10-11 23:12:04,958 - Train: 28.84% [108250/375300] [86.5/300.0] [batch_t 0.269 (0.231)] [data_t 0.009] [optim_t 0.260] [lr 0.002431] [CE 3.683 (3.791)] [KD 0.000 (0.000)] +2024-10-11 23:12:16,925 - Train: 28.86% [108300/375300] [86.6/300.0] [batch_t 0.261 (0.239)] [data_t 0.009] [optim_t 0.253] [lr 0.002430] [CE 4.178 (3.894)] [KD 0.000 (0.000)] +2024-10-11 23:12:28,776 - Train: 28.87% [108350/375300] [86.6/300.0] [batch_t 0.205 (0.237)] [data_t 0.009] [optim_t 0.196] [lr 0.002430] [CE 3.697 (3.859)] [KD 0.000 (0.000)] +2024-10-11 23:12:40,581 - Train: 28.88% [108400/375300] [86.7/300.0] [batch_t 0.223 (0.236)] [data_t 0.009] [optim_t 0.214] [lr 0.002429] [CE 3.718 (3.791)] [KD 0.000 (0.000)] +2024-10-11 23:12:52,334 - Train: 28.90% [108450/375300] [86.7/300.0] [batch_t 0.184 (0.235)] [data_t 0.009] [optim_t 0.175] [lr 0.002429] [CE 3.797 (3.886)] [KD 0.000 (0.000)] +2024-10-11 23:13:04,283 - Train: 28.91% [108500/375300] [86.7/300.0] [batch_t 0.252 (0.239)] [data_t 0.009] [optim_t 0.243] [lr 0.002428] [CE 4.034 (3.878)] [KD 0.000 (0.000)] +2024-10-11 23:13:16,051 - Train: 28.92% [108550/375300] [86.8/300.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.002428] [CE 4.286 (3.820)] [KD 0.000 (0.000)] +2024-10-11 23:13:27,734 - Train: 28.94% [108600/375300] [86.8/300.0] [batch_t 0.189 (0.234)] [data_t 0.009] [optim_t 0.180] [lr 0.002428] [CE 3.909 (3.822)] [KD 0.000 (0.000)] +2024-10-11 23:13:39,723 - Train: 28.95% [108650/375300] [86.9/300.0] [batch_t 0.244 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.002427] [CE 4.008 (3.897)] [KD 0.000 (0.000)] +2024-10-11 23:13:51,646 - Train: 28.96% [108700/375300] [86.9/300.0] [batch_t 0.256 (0.238)] [data_t 0.009] [optim_t 0.248] [lr 0.002427] [CE 4.026 (3.860)] [KD 0.000 (0.000)] +2024-10-11 23:14:03,572 - Train: 28.98% [108750/375300] [86.9/300.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002426] [CE 3.493 (3.865)] [KD 0.000 (0.000)] +2024-10-11 23:14:15,420 - Train: 28.99% [108800/375300] [87.0/300.0] [batch_t 0.302 (0.237)] [data_t 0.009] [optim_t 0.293] [lr 0.002426] [CE 3.688 (3.835)] [KD 0.000 (0.000)] +2024-10-11 23:14:23,836 - ==> Total time: 7:21:06 Eta: 17:59:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:14:29,950 - Train: 29.00% [108850/375300] [87.0/300.0] [batch_t 0.186 (0.354)] [data_t 0.009] [optim_t 0.177] [lr 0.002425] [CE 3.419 (3.736)] [KD 0.000 (0.000)] +2024-10-11 23:14:41,325 - Train: 29.02% [108900/375300] [87.1/300.0] [batch_t 0.242 (0.227)] [data_t 0.069] [optim_t 0.173] [lr 0.002425] [CE 3.721 (3.804)] [KD 0.000 (0.000)] +2024-10-11 23:14:52,523 - Train: 29.03% [108950/375300] [87.1/300.0] [batch_t 0.252 (0.224)] [data_t 0.070] [optim_t 0.182] [lr 0.002424] [CE 3.809 (3.853)] [KD 0.000 (0.000)] +2024-10-11 23:15:03,662 - Train: 29.04% [109000/375300] [87.1/300.0] [batch_t 0.187 (0.223)] [data_t 0.009] [optim_t 0.178] [lr 0.002424] [CE 3.775 (3.799)] [KD 0.000 (0.000)] +2024-10-11 23:15:15,062 - Train: 29.06% [109050/375300] [87.2/300.0] [batch_t 0.204 (0.228)] [data_t 0.009] [optim_t 0.195] [lr 0.002423] [CE 3.920 (3.907)] [KD 0.000 (0.000)] +2024-10-11 23:15:26,754 - Train: 29.07% [109100/375300] [87.2/300.0] [batch_t 0.248 (0.234)] [data_t 0.009] [optim_t 0.239] [lr 0.002423] [CE 4.032 (3.819)] [KD 0.000 (0.000)] +2024-10-11 23:15:38,253 - Train: 29.08% [109150/375300] [87.3/300.0] [batch_t 0.215 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.002422] [CE 4.035 (3.889)] [KD 0.000 (0.000)] +2024-10-11 23:15:49,752 - Train: 29.10% [109200/375300] [87.3/300.0] [batch_t 0.225 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.002422] [CE 4.129 (3.874)] [KD 0.000 (0.000)] +2024-10-11 23:16:01,321 - Train: 29.11% [109250/375300] [87.3/300.0] [batch_t 0.221 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.002421] [CE 3.577 (3.856)] [KD 0.000 (0.000)] +2024-10-11 23:16:13,185 - Train: 29.12% [109300/375300] [87.4/300.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.002421] [CE 3.773 (3.843)] [KD 0.000 (0.000)] +2024-10-11 23:16:24,722 - Train: 29.14% [109350/375300] [87.4/300.0] [batch_t 0.223 (0.231)] [data_t 0.009] [optim_t 0.214] [lr 0.002420] [CE 4.255 (3.873)] [KD 0.000 (0.000)] +2024-10-11 23:16:36,227 - Train: 29.15% [109400/375300] [87.5/300.0] [batch_t 0.253 (0.230)] [data_t 0.009] [optim_t 0.244] [lr 0.002420] [CE 3.629 (3.789)] [KD 0.000 (0.000)] +2024-10-11 23:16:47,751 - Train: 29.16% [109450/375300] [87.5/300.0] [batch_t 0.220 (0.230)] [data_t 0.009] [optim_t 0.211] [lr 0.002419] [CE 3.680 (3.795)] [KD 0.000 (0.000)] +2024-10-11 23:16:59,336 - Train: 29.18% [109500/375300] [87.5/300.0] [batch_t 0.258 (0.232)] [data_t 0.009] [optim_t 0.249] [lr 0.002419] [CE 3.792 (3.839)] [KD 0.000 (0.000)] +2024-10-11 23:17:11,197 - Train: 29.19% [109550/375300] [87.6/300.0] [batch_t 0.232 (0.237)] [data_t 0.009] [optim_t 0.223] [lr 0.002418] [CE 4.033 (3.851)] [KD 0.000 (0.000)] +2024-10-11 23:17:23,335 - Train: 29.20% [109600/375300] [87.6/300.0] [batch_t 0.251 (0.243)] [data_t 0.009] [optim_t 0.242] [lr 0.002418] [CE 4.051 (3.814)] [KD 0.000 (0.000)] +2024-10-11 23:17:35,315 - Train: 29.22% [109650/375300] [87.6/300.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.002417] [CE 3.991 (3.860)] [KD 0.000 (0.000)] +2024-10-11 23:17:47,734 - Train: 29.23% [109700/375300] [87.7/300.0] [batch_t 0.183 (0.248)] [data_t 0.009] [optim_t 0.175] [lr 0.002417] [CE 3.902 (3.892)] [KD 0.000 (0.000)] +2024-10-11 23:17:59,925 - Train: 29.24% [109750/375300] [87.7/300.0] [batch_t 0.248 (0.244)] [data_t 0.009] [optim_t 0.239] [lr 0.002416] [CE 3.604 (3.859)] [KD 0.000 (0.000)] +2024-10-11 23:18:12,058 - Train: 29.26% [109800/375300] [87.8/300.0] [batch_t 0.218 (0.243)] [data_t 0.009] [optim_t 0.210] [lr 0.002416] [CE 3.822 (3.874)] [KD 0.000 (0.000)] +2024-10-11 23:18:23,680 - Train: 29.27% [109850/375300] [87.8/300.0] [batch_t 0.199 (0.232)] [data_t 0.009] [optim_t 0.190] [lr 0.002415] [CE 3.678 (3.858)] [KD 0.000 (0.000)] +2024-10-11 23:18:35,613 - Train: 29.28% [109900/375300] [87.8/300.0] [batch_t 0.250 (0.239)] [data_t 0.009] [optim_t 0.241] [lr 0.002415] [CE 3.827 (3.841)] [KD 0.000 (0.000)] +2024-10-11 23:18:47,637 - Train: 29.30% [109950/375300] [87.9/300.0] [batch_t 0.299 (0.240)] [data_t 0.009] [optim_t 0.290] [lr 0.002414] [CE 3.669 (3.817)] [KD 0.000 (0.000)] +2024-10-11 23:18:59,303 - Train: 29.31% [110000/375300] [87.9/300.0] [batch_t 0.244 (0.233)] [data_t 0.009] [optim_t 0.235] [lr 0.002414] [CE 4.171 (3.842)] [KD 0.000 (0.000)] +2024-10-11 23:19:10,845 - Train: 29.32% [110050/375300] [88.0/300.0] [batch_t 0.182 (0.231)] [data_t 0.009] [optim_t 0.173] [lr 0.002413] [CE 4.206 (3.854)] [KD 0.000 (0.000)] +2024-10-11 23:19:19,017 - ==> Total time: 7:26:01 Eta: 17:54:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:19:24,867 - Train: 29.34% [110100/375300] [88.0/300.0] [batch_t 0.191 (0.368)] [data_t 0.009] [optim_t 0.182] [lr 0.002413] [CE 3.774 (3.881)] [KD 0.000 (0.000)] +2024-10-11 23:19:35,649 - Train: 29.35% [110150/375300] [88.0/300.0] [batch_t 0.228 (0.215)] [data_t 0.009] [optim_t 0.219] [lr 0.002412] [CE 3.779 (3.778)] [KD 0.000 (0.000)] +2024-10-11 23:19:47,303 - Train: 29.36% [110200/375300] [88.1/300.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.002412] [CE 3.561 (3.849)] [KD 0.000 (0.000)] +2024-10-11 23:19:59,088 - Train: 29.38% [110250/375300] [88.1/300.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.002411] [CE 4.147 (3.810)] [KD 0.000 (0.000)] +2024-10-11 23:20:10,748 - Train: 29.39% [110300/375300] [88.2/300.0] [batch_t 0.228 (0.233)] [data_t 0.009] [optim_t 0.219] [lr 0.002411] [CE 3.423 (3.861)] [KD 0.000 (0.000)] +2024-10-11 23:20:22,397 - Train: 29.40% [110350/375300] [88.2/300.0] [batch_t 0.216 (0.233)] [data_t 0.009] [optim_t 0.207] [lr 0.002410] [CE 3.754 (3.825)] [KD 0.000 (0.000)] +2024-10-11 23:20:33,914 - Train: 29.42% [110400/375300] [88.2/300.0] [batch_t 0.252 (0.230)] [data_t 0.009] [optim_t 0.243] [lr 0.002410] [CE 3.651 (3.834)] [KD 0.000 (0.000)] +2024-10-11 23:20:45,573 - Train: 29.43% [110450/375300] [88.3/300.0] [batch_t 0.242 (0.233)] [data_t 0.009] [optim_t 0.234] [lr 0.002409] [CE 3.905 (3.874)] [KD 0.000 (0.000)] +2024-10-11 23:20:57,484 - Train: 29.44% [110500/375300] [88.3/300.0] [batch_t 0.270 (0.238)] [data_t 0.009] [optim_t 0.261] [lr 0.002409] [CE 3.773 (3.866)] [KD 0.000 (0.000)] +2024-10-11 23:21:09,205 - Train: 29.46% [110550/375300] [88.4/300.0] [batch_t 0.257 (0.234)] [data_t 0.009] [optim_t 0.248] [lr 0.002408] [CE 3.521 (3.806)] [KD 0.000 (0.000)] +2024-10-11 23:21:21,050 - Train: 29.47% [110600/375300] [88.4/300.0] [batch_t 0.317 (0.237)] [data_t 0.009] [optim_t 0.308] [lr 0.002408] [CE 3.774 (3.892)] [KD 0.000 (0.000)] +2024-10-11 23:21:32,696 - Train: 29.48% [110650/375300] [88.4/300.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.002407] [CE 4.115 (3.842)] [KD 0.000 (0.000)] +2024-10-11 23:21:44,091 - Train: 29.50% [110700/375300] [88.5/300.0] [batch_t 0.222 (0.228)] [data_t 0.009] [optim_t 0.213] [lr 0.002407] [CE 3.708 (3.904)] [KD 0.000 (0.000)] +2024-10-11 23:21:55,441 - Train: 29.51% [110750/375300] [88.5/300.0] [batch_t 0.217 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.002406] [CE 3.895 (3.881)] [KD 0.000 (0.000)] +2024-10-11 23:22:06,624 - Train: 29.52% [110800/375300] [88.6/300.0] [batch_t 0.209 (0.224)] [data_t 0.009] [optim_t 0.200] [lr 0.002406] [CE 3.829 (3.833)] [KD 0.000 (0.000)] +2024-10-11 23:22:18,081 - Train: 29.54% [110850/375300] [88.6/300.0] [batch_t 0.260 (0.229)] [data_t 0.009] [optim_t 0.251] [lr 0.002405] [CE 4.161 (3.849)] [KD 0.000 (0.000)] +2024-10-11 23:22:29,818 - Train: 29.55% [110900/375300] [88.6/300.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.002405] [CE 4.004 (3.898)] [KD 0.000 (0.000)] +2024-10-11 23:22:41,759 - Train: 29.56% [110950/375300] [88.7/300.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.002404] [CE 3.494 (3.839)] [KD 0.000 (0.000)] +2024-10-11 23:22:53,772 - Train: 29.58% [111000/375300] [88.7/300.0] [batch_t 0.257 (0.240)] [data_t 0.009] [optim_t 0.248] [lr 0.002404] [CE 3.954 (3.843)] [KD 0.000 (0.000)] +2024-10-11 23:23:05,919 - Train: 29.59% [111050/375300] [88.8/300.0] [batch_t 0.214 (0.243)] [data_t 0.009] [optim_t 0.205] [lr 0.002403] [CE 3.753 (3.868)] [KD 0.000 (0.000)] +2024-10-11 23:23:17,877 - Train: 29.60% [111100/375300] [88.8/300.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.002403] [CE 3.788 (3.851)] [KD 0.000 (0.000)] +2024-10-11 23:23:29,854 - Train: 29.62% [111150/375300] [88.8/300.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.002402] [CE 3.829 (3.831)] [KD 0.000 (0.000)] +2024-10-11 23:23:41,826 - Train: 29.63% [111200/375300] [88.9/300.0] [batch_t 0.217 (0.239)] [data_t 0.009] [optim_t 0.208] [lr 0.002402] [CE 4.036 (3.819)] [KD 0.000 (0.000)] +2024-10-11 23:23:53,954 - Train: 29.64% [111250/375300] [88.9/300.0] [batch_t 0.387 (0.242)] [data_t 0.009] [optim_t 0.378] [lr 0.002401] [CE 3.831 (3.818)] [KD 0.000 (0.000)] +2024-10-11 23:24:05,920 - Train: 29.66% [111300/375300] [89.0/300.0] [batch_t 0.202 (0.239)] [data_t 0.009] [optim_t 0.193] [lr 0.002401] [CE 3.518 (3.866)] [KD 0.000 (0.000)] +2024-10-11 23:24:14,502 - ==> Total time: 7:30:57 Eta: 17:49:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:24:20,187 - Train: 29.67% [111350/375300] [89.0/300.0] [batch_t 0.187 (0.408)] [data_t 0.009] [optim_t 0.179] [lr 0.002400] [CE 3.929 (3.815)] [KD 0.000 (0.000)] +2024-10-11 23:24:31,213 - Train: 29.68% [111400/375300] [89.0/300.0] [batch_t 0.185 (0.220)] [data_t 0.009] [optim_t 0.176] [lr 0.002400] [CE 3.714 (3.835)] [KD 0.000 (0.000)] +2024-10-11 23:24:42,782 - Train: 29.70% [111450/375300] [89.1/300.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.002399] [CE 3.906 (3.803)] [KD 0.000 (0.000)] +2024-10-11 23:24:54,876 - Train: 29.71% [111500/375300] [89.1/300.0] [batch_t 0.257 (0.242)] [data_t 0.009] [optim_t 0.249] [lr 0.002399] [CE 3.757 (3.862)] [KD 0.000 (0.000)] +2024-10-11 23:25:07,118 - Train: 29.72% [111550/375300] [89.2/300.0] [batch_t 0.195 (0.245)] [data_t 0.009] [optim_t 0.187] [lr 0.002398] [CE 3.615 (3.848)] [KD 0.000 (0.000)] +2024-10-11 23:25:18,951 - Train: 29.74% [111600/375300] [89.2/300.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.002398] [CE 3.656 (3.814)] [KD 0.000 (0.000)] +2024-10-11 23:25:30,965 - Train: 29.75% [111650/375300] [89.2/300.0] [batch_t 0.249 (0.240)] [data_t 0.009] [optim_t 0.240] [lr 0.002397] [CE 4.108 (3.819)] [KD 0.000 (0.000)] +2024-10-11 23:25:42,943 - Train: 29.76% [111700/375300] [89.3/300.0] [batch_t 0.208 (0.239)] [data_t 0.009] [optim_t 0.200] [lr 0.002397] [CE 3.663 (3.846)] [KD 0.000 (0.000)] +2024-10-11 23:25:54,917 - Train: 29.78% [111750/375300] [89.3/300.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.239] [lr 0.002396] [CE 3.955 (3.795)] [KD 0.000 (0.000)] +2024-10-11 23:26:06,982 - Train: 29.79% [111800/375300] [89.4/300.0] [batch_t 0.319 (0.241)] [data_t 0.009] [optim_t 0.310] [lr 0.002396] [CE 4.319 (3.830)] [KD 0.000 (0.000)] +2024-10-11 23:26:18,984 - Train: 29.80% [111850/375300] [89.4/300.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.002395] [CE 4.048 (3.956)] [KD 0.000 (0.000)] +2024-10-11 23:26:30,927 - Train: 29.82% [111900/375300] [89.4/300.0] [batch_t 0.261 (0.239)] [data_t 0.009] [optim_t 0.252] [lr 0.002395] [CE 3.862 (3.878)] [KD 0.000 (0.000)] +2024-10-11 23:26:42,877 - Train: 29.83% [111950/375300] [89.5/300.0] [batch_t 0.263 (0.239)] [data_t 0.009] [optim_t 0.254] [lr 0.002394] [CE 4.024 (3.852)] [KD 0.000 (0.000)] +2024-10-11 23:26:54,922 - Train: 29.84% [112000/375300] [89.5/300.0] [batch_t 0.259 (0.241)] [data_t 0.009] [optim_t 0.250] [lr 0.002394] [CE 3.726 (3.848)] [KD 0.000 (0.000)] +2024-10-11 23:27:06,685 - Train: 29.86% [112050/375300] [89.6/300.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.002393] [CE 3.703 (3.848)] [KD 0.000 (0.000)] +2024-10-11 23:27:18,506 - Train: 29.87% [112100/375300] [89.6/300.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002393] [CE 4.270 (3.887)] [KD 0.000 (0.000)] +2024-10-11 23:27:30,276 - Train: 29.88% [112150/375300] [89.6/300.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.235] [lr 0.002392] [CE 4.062 (3.819)] [KD 0.000 (0.000)] +2024-10-11 23:27:42,065 - Train: 29.90% [112200/375300] [89.7/300.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.002392] [CE 3.786 (3.840)] [KD 0.000 (0.000)] +2024-10-11 23:27:53,722 - Train: 29.91% [112250/375300] [89.7/300.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.002391] [CE 4.066 (3.825)] [KD 0.000 (0.000)] +2024-10-11 23:28:05,410 - Train: 29.92% [112300/375300] [89.8/300.0] [batch_t 0.241 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.002391] [CE 4.003 (3.892)] [KD 0.000 (0.000)] +2024-10-11 23:28:17,345 - Train: 29.94% [112350/375300] [89.8/300.0] [batch_t 0.185 (0.239)] [data_t 0.009] [optim_t 0.176] [lr 0.002390] [CE 4.204 (3.862)] [KD 0.000 (0.000)] +2024-10-11 23:28:29,035 - Train: 29.95% [112400/375300] [89.8/300.0] [batch_t 0.267 (0.234)] [data_t 0.009] [optim_t 0.258] [lr 0.002390] [CE 3.842 (3.833)] [KD 0.000 (0.000)] +2024-10-11 23:28:40,824 - Train: 29.96% [112450/375300] [89.9/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.002389] [CE 3.673 (3.804)] [KD 0.000 (0.000)] +2024-10-11 23:28:52,641 - Train: 29.98% [112500/375300] [89.9/300.0] [batch_t 0.251 (0.236)] [data_t 0.009] [optim_t 0.242] [lr 0.002389] [CE 4.011 (3.845)] [KD 0.000 (0.000)] +2024-10-11 23:29:04,456 - Train: 29.99% [112550/375300] [90.0/300.0] [batch_t 0.265 (0.236)] [data_t 0.009] [optim_t 0.256] [lr 0.002388] [CE 4.223 (3.826)] [KD 0.000 (0.000)] +2024-10-11 23:29:25,265 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 34885] [top5_cnt 45098] [top_all 50000] +2024-10-11 23:29:25,266 - net: 69.770 (90.196) +2024-10-11 23:29:37,599 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 37801] [top5_cnt 46494] [top_all 50000] +2024-10-11 23:29:37,600 - net_E: 75.602 (92.988) +2024-10-11 23:29:37,730 - Max [top1: 69.812 (epoch: 85)] [top1-ema: 75.602 (epoch: 90)] +2024-10-11 23:29:37,730 - ==> Total time: 7:36:20 Eta: 17:44:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:29:45,663 - Train: 30.00% [112600/375300] [90.0/300.0] [batch_t 0.192 (0.305)] [data_t 0.009] [optim_t 0.183] [lr 0.002388] [CE 3.793 (3.890)] [KD 0.000 (0.000)] +2024-10-11 23:29:56,683 - Train: 30.02% [112650/375300] [90.0/300.0] [batch_t 0.186 (0.220)] [data_t 0.009] [optim_t 0.178] [lr 0.002387] [CE 3.998 (3.846)] [KD 0.000 (0.000)] +2024-10-11 23:30:08,538 - Train: 30.03% [112700/375300] [90.1/300.0] [batch_t 0.255 (0.237)] [data_t 0.078] [optim_t 0.177] [lr 0.002387] [CE 3.732 (3.840)] [KD 0.000 (0.000)] +2024-10-11 23:30:20,367 - Train: 30.04% [112750/375300] [90.1/300.0] [batch_t 0.245 (0.236)] [data_t 0.069] [optim_t 0.176] [lr 0.002386] [CE 3.672 (3.842)] [KD 0.000 (0.000)] +2024-10-11 23:30:32,001 - Train: 30.06% [112800/375300] [90.2/300.0] [batch_t 0.248 (0.233)] [data_t 0.009] [optim_t 0.239] [lr 0.002386] [CE 3.800 (3.774)] [KD 0.000 (0.000)] +2024-10-11 23:30:43,652 - Train: 30.07% [112850/375300] [90.2/300.0] [batch_t 0.233 (0.233)] [data_t 0.053] [optim_t 0.180] [lr 0.002385] [CE 3.688 (3.848)] [KD 0.000 (0.000)] +2024-10-11 23:30:55,508 - Train: 30.08% [112900/375300] [90.2/300.0] [batch_t 0.286 (0.237)] [data_t 0.109] [optim_t 0.177] [lr 0.002385] [CE 3.249 (3.826)] [KD 0.000 (0.000)] +2024-10-11 23:31:07,347 - Train: 30.10% [112950/375300] [90.3/300.0] [batch_t 0.281 (0.237)] [data_t 0.106] [optim_t 0.175] [lr 0.002384] [CE 3.350 (3.824)] [KD 0.000 (0.000)] +2024-10-11 23:31:19,351 - Train: 30.11% [113000/375300] [90.3/300.0] [batch_t 0.218 (0.240)] [data_t 0.044] [optim_t 0.173] [lr 0.002384] [CE 4.123 (3.816)] [KD 0.000 (0.000)] +2024-10-11 23:31:31,069 - Train: 30.12% [113050/375300] [90.4/300.0] [batch_t 0.214 (0.234)] [data_t 0.038] [optim_t 0.176] [lr 0.002383] [CE 3.985 (3.820)] [KD 0.000 (0.000)] +2024-10-11 23:31:42,684 - Train: 30.14% [113100/375300] [90.4/300.0] [batch_t 0.254 (0.232)] [data_t 0.080] [optim_t 0.174] [lr 0.002383] [CE 3.942 (3.823)] [KD 0.000 (0.000)] +2024-10-11 23:31:54,451 - Train: 30.15% [113150/375300] [90.4/300.0] [batch_t 0.257 (0.235)] [data_t 0.075] [optim_t 0.183] [lr 0.002382] [CE 3.862 (3.814)] [KD 0.000 (0.000)] +2024-10-11 23:32:06,045 - Train: 30.16% [113200/375300] [90.5/300.0] [batch_t 0.247 (0.232)] [data_t 0.009] [optim_t 0.238] [lr 0.002382] [CE 3.437 (3.883)] [KD 0.000 (0.000)] +2024-10-11 23:32:17,951 - Train: 30.18% [113250/375300] [90.5/300.0] [batch_t 0.191 (0.238)] [data_t 0.009] [optim_t 0.181] [lr 0.002381] [CE 3.964 (3.820)] [KD 0.000 (0.000)] +2024-10-11 23:32:29,795 - Train: 30.19% [113300/375300] [90.6/300.0] [batch_t 0.259 (0.237)] [data_t 0.009] [optim_t 0.250] [lr 0.002381] [CE 4.073 (3.833)] [KD 0.000 (0.000)] +2024-10-11 23:32:42,047 - Train: 30.20% [113350/375300] [90.6/300.0] [batch_t 0.281 (0.245)] [data_t 0.009] [optim_t 0.272] [lr 0.002380] [CE 3.789 (3.871)] [KD 0.000 (0.000)] +2024-10-11 23:32:54,057 - Train: 30.22% [113400/375300] [90.6/300.0] [batch_t 0.257 (0.240)] [data_t 0.009] [optim_t 0.248] [lr 0.002380] [CE 3.954 (3.842)] [KD 0.000 (0.000)] +2024-10-11 23:33:06,208 - Train: 30.23% [113450/375300] [90.7/300.0] [batch_t 0.185 (0.243)] [data_t 0.009] [optim_t 0.176] [lr 0.002379] [CE 4.044 (3.880)] [KD 0.000 (0.000)] +2024-10-11 23:33:18,113 - Train: 30.24% [113500/375300] [90.7/300.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.002379] [CE 3.939 (3.857)] [KD 0.000 (0.000)] +2024-10-11 23:33:29,903 - Train: 30.26% [113550/375300] [90.8/300.0] [batch_t 0.288 (0.236)] [data_t 0.009] [optim_t 0.279] [lr 0.002378] [CE 3.754 (3.845)] [KD 0.000 (0.000)] +2024-10-11 23:33:41,594 - Train: 30.27% [113600/375300] [90.8/300.0] [batch_t 0.189 (0.234)] [data_t 0.009] [optim_t 0.180] [lr 0.002378] [CE 3.607 (3.790)] [KD 0.000 (0.000)] +2024-10-11 23:33:53,096 - Train: 30.28% [113650/375300] [90.8/300.0] [batch_t 0.251 (0.230)] [data_t 0.009] [optim_t 0.242] [lr 0.002377] [CE 3.633 (3.868)] [KD 0.000 (0.000)] +2024-10-11 23:34:04,782 - Train: 30.30% [113700/375300] [90.9/300.0] [batch_t 0.213 (0.234)] [data_t 0.009] [optim_t 0.204] [lr 0.002377] [CE 4.031 (3.826)] [KD 0.000 (0.000)] +2024-10-11 23:34:16,761 - Train: 30.31% [113750/375300] [90.9/300.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.002376] [CE 3.965 (3.907)] [KD 0.000 (0.000)] +2024-10-11 23:34:28,721 - Train: 30.32% [113800/375300] [91.0/300.0] [batch_t 0.203 (0.239)] [data_t 0.009] [optim_t 0.194] [lr 0.002376] [CE 3.935 (3.851)] [KD 0.000 (0.000)] +2024-10-11 23:34:37,941 - ==> Total time: 7:41:20 Eta: 17:39:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:34:43,806 - Train: 30.34% [113850/375300] [91.0/300.0] [batch_t 0.187 (0.502)] [data_t 0.009] [optim_t 0.178] [lr 0.002375] [CE 3.998 (3.842)] [KD 0.000 (0.000)] +2024-10-11 23:34:54,669 - Train: 30.35% [113900/375300] [91.0/300.0] [batch_t 0.232 (0.217)] [data_t 0.058] [optim_t 0.175] [lr 0.002375] [CE 3.772 (3.840)] [KD 0.000 (0.000)] +2024-10-11 23:35:06,460 - Train: 30.36% [113950/375300] [91.1/300.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.002374] [CE 3.877 (3.811)] [KD 0.000 (0.000)] +2024-10-11 23:35:18,498 - Train: 30.38% [114000/375300] [91.1/300.0] [batch_t 0.184 (0.241)] [data_t 0.009] [optim_t 0.175] [lr 0.002374] [CE 3.866 (3.832)] [KD 0.000 (0.000)] +2024-10-11 23:35:30,230 - Train: 30.39% [114050/375300] [91.2/300.0] [batch_t 0.185 (0.234)] [data_t 0.009] [optim_t 0.176] [lr 0.002373] [CE 3.642 (3.766)] [KD 0.000 (0.000)] +2024-10-11 23:35:42,123 - Train: 30.40% [114100/375300] [91.2/300.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002373] [CE 3.851 (3.839)] [KD 0.000 (0.000)] +2024-10-11 23:35:54,038 - Train: 30.42% [114150/375300] [91.2/300.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002372] [CE 3.779 (3.864)] [KD 0.000 (0.000)] +2024-10-11 23:36:06,088 - Train: 30.43% [114200/375300] [91.3/300.0] [batch_t 0.218 (0.241)] [data_t 0.009] [optim_t 0.209] [lr 0.002372] [CE 3.709 (3.826)] [KD 0.000 (0.000)] +2024-10-11 23:36:17,994 - Train: 30.44% [114250/375300] [91.3/300.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.002371] [CE 3.798 (3.811)] [KD 0.000 (0.000)] +2024-10-11 23:36:30,068 - Train: 30.46% [114300/375300] [91.4/300.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.002371] [CE 3.661 (3.878)] [KD 0.000 (0.000)] +2024-10-11 23:36:42,036 - Train: 30.47% [114350/375300] [91.4/300.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.002370] [CE 4.139 (3.820)] [KD 0.000 (0.000)] +2024-10-11 23:36:53,958 - Train: 30.48% [114400/375300] [91.4/300.0] [batch_t 0.269 (0.238)] [data_t 0.009] [optim_t 0.260] [lr 0.002370] [CE 3.841 (3.820)] [KD 0.000 (0.000)] +2024-10-11 23:37:06,116 - Train: 30.50% [114450/375300] [91.5/300.0] [batch_t 0.311 (0.243)] [data_t 0.009] [optim_t 0.302] [lr 0.002369] [CE 4.055 (3.848)] [KD 0.000 (0.000)] +2024-10-11 23:37:18,105 - Train: 30.51% [114500/375300] [91.5/300.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002369] [CE 3.687 (3.830)] [KD 0.000 (0.000)] +2024-10-11 23:37:30,118 - Train: 30.52% [114550/375300] [91.6/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.002368] [CE 4.034 (3.865)] [KD 0.000 (0.000)] +2024-10-11 23:37:42,106 - Train: 30.54% [114600/375300] [91.6/300.0] [batch_t 0.280 (0.240)] [data_t 0.009] [optim_t 0.271] [lr 0.002368] [CE 3.647 (3.838)] [KD 0.000 (0.000)] +2024-10-11 23:37:54,458 - Train: 30.55% [114650/375300] [91.6/300.0] [batch_t 0.220 (0.247)] [data_t 0.009] [optim_t 0.212] [lr 0.002367] [CE 4.072 (3.816)] [KD 0.000 (0.000)] +2024-10-11 23:38:06,727 - Train: 30.56% [114700/375300] [91.7/300.0] [batch_t 0.212 (0.245)] [data_t 0.009] [optim_t 0.203] [lr 0.002367] [CE 4.152 (3.862)] [KD 0.000 (0.000)] +2024-10-11 23:38:18,952 - Train: 30.58% [114750/375300] [91.7/300.0] [batch_t 0.214 (0.244)] [data_t 0.009] [optim_t 0.205] [lr 0.002366] [CE 3.667 (3.834)] [KD 0.000 (0.000)] +2024-10-11 23:38:31,302 - Train: 30.59% [114800/375300] [91.8/300.0] [batch_t 0.304 (0.247)] [data_t 0.009] [optim_t 0.296] [lr 0.002365] [CE 4.403 (3.857)] [KD 0.000 (0.000)] +2024-10-11 23:38:43,401 - Train: 30.60% [114850/375300] [91.8/300.0] [batch_t 0.200 (0.242)] [data_t 0.009] [optim_t 0.191] [lr 0.002365] [CE 3.721 (3.830)] [KD 0.000 (0.000)] +2024-10-11 23:38:55,329 - Train: 30.62% [114900/375300] [91.8/300.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002364] [CE 3.714 (3.806)] [KD 0.000 (0.000)] +2024-10-11 23:39:07,348 - Train: 30.63% [114950/375300] [91.9/300.0] [batch_t 0.194 (0.240)] [data_t 0.009] [optim_t 0.185] [lr 0.002364] [CE 4.031 (3.868)] [KD 0.000 (0.000)] +2024-10-11 23:39:19,509 - Train: 30.64% [115000/375300] [91.9/300.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.002363] [CE 3.794 (3.874)] [KD 0.000 (0.000)] +2024-10-11 23:39:31,604 - Train: 30.66% [115050/375300] [92.0/300.0] [batch_t 0.205 (0.242)] [data_t 0.009] [optim_t 0.196] [lr 0.002363] [CE 3.777 (3.849)] [KD 0.000 (0.000)] +2024-10-11 23:39:40,969 - ==> Total time: 7:46:23 Eta: 17:34:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:39:46,604 - Train: 30.67% [115100/375300] [92.0/300.0] [batch_t 0.186 (0.523)] [data_t 0.009] [optim_t 0.177] [lr 0.002362] [CE 3.806 (3.670)] [KD 0.000 (0.000)] +2024-10-11 23:39:57,663 - Train: 30.68% [115150/375300] [92.0/300.0] [batch_t 0.268 (0.221)] [data_t 0.009] [optim_t 0.259] [lr 0.002362] [CE 3.789 (3.823)] [KD 0.000 (0.000)] +2024-10-11 23:40:09,804 - Train: 30.70% [115200/375300] [92.1/300.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.002361] [CE 3.763 (3.876)] [KD 0.000 (0.000)] +2024-10-11 23:40:21,828 - Train: 30.71% [115250/375300] [92.1/300.0] [batch_t 0.188 (0.240)] [data_t 0.009] [optim_t 0.179] [lr 0.002361] [CE 4.108 (3.796)] [KD 0.000 (0.000)] +2024-10-11 23:40:33,868 - Train: 30.72% [115300/375300] [92.2/300.0] [batch_t 0.190 (0.241)] [data_t 0.009] [optim_t 0.181] [lr 0.002360] [CE 3.810 (3.827)] [KD 0.000 (0.000)] +2024-10-11 23:40:45,599 - Train: 30.74% [115350/375300] [92.2/300.0] [batch_t 0.207 (0.234)] [data_t 0.009] [optim_t 0.199] [lr 0.002360] [CE 3.757 (3.753)] [KD 0.000 (0.000)] +2024-10-11 23:40:57,317 - Train: 30.75% [115400/375300] [92.2/300.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.002359] [CE 3.695 (3.872)] [KD 0.000 (0.000)] +2024-10-11 23:41:09,372 - Train: 30.76% [115450/375300] [92.3/300.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.002359] [CE 3.551 (3.821)] [KD 0.000 (0.000)] +2024-10-11 23:41:21,317 - Train: 30.78% [115500/375300] [92.3/300.0] [batch_t 0.272 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.002358] [CE 3.993 (3.793)] [KD 0.000 (0.000)] +2024-10-11 23:41:33,028 - Train: 30.79% [115550/375300] [92.4/300.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.002358] [CE 3.758 (3.803)] [KD 0.000 (0.000)] +2024-10-11 23:41:44,985 - Train: 30.80% [115600/375300] [92.4/300.0] [batch_t 0.246 (0.239)] [data_t 0.009] [optim_t 0.237] [lr 0.002357] [CE 3.695 (3.881)] [KD 0.000 (0.000)] +2024-10-11 23:41:57,020 - Train: 30.82% [115650/375300] [92.4/300.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.002357] [CE 3.768 (3.838)] [KD 0.000 (0.000)] +2024-10-11 23:42:08,880 - Train: 30.83% [115700/375300] [92.5/300.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.002356] [CE 3.996 (3.878)] [KD 0.000 (0.000)] +2024-10-11 23:42:21,105 - Train: 30.84% [115750/375300] [92.5/300.0] [batch_t 0.211 (0.244)] [data_t 0.009] [optim_t 0.202] [lr 0.002356] [CE 3.644 (3.836)] [KD 0.000 (0.000)] +2024-10-11 23:42:33,232 - Train: 30.86% [115800/375300] [92.6/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.002355] [CE 3.989 (3.815)] [KD 0.000 (0.000)] +2024-10-11 23:42:45,481 - Train: 30.87% [115850/375300] [92.6/300.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.251] [lr 0.002355] [CE 3.818 (3.824)] [KD 0.000 (0.000)] +2024-10-11 23:42:57,737 - Train: 30.88% [115900/375300] [92.6/300.0] [batch_t 0.219 (0.245)] [data_t 0.009] [optim_t 0.211] [lr 0.002354] [CE 3.841 (3.874)] [KD 0.000 (0.000)] +2024-10-11 23:43:10,072 - Train: 30.90% [115950/375300] [92.7/300.0] [batch_t 0.208 (0.247)] [data_t 0.009] [optim_t 0.199] [lr 0.002354] [CE 3.921 (3.838)] [KD 0.000 (0.000)] +2024-10-11 23:43:22,462 - Train: 30.91% [116000/375300] [92.7/300.0] [batch_t 0.268 (0.248)] [data_t 0.009] [optim_t 0.259] [lr 0.002353] [CE 3.541 (3.794)] [KD 0.000 (0.000)] +2024-10-11 23:43:34,806 - Train: 30.92% [116050/375300] [92.8/300.0] [batch_t 0.185 (0.247)] [data_t 0.009] [optim_t 0.176] [lr 0.002353] [CE 4.099 (3.807)] [KD 0.000 (0.000)] +2024-10-11 23:43:46,732 - Train: 30.94% [116100/375300] [92.8/300.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002352] [CE 4.008 (3.846)] [KD 0.000 (0.000)] +2024-10-11 23:43:58,917 - Train: 30.95% [116150/375300] [92.8/300.0] [batch_t 0.289 (0.244)] [data_t 0.009] [optim_t 0.280] [lr 0.002352] [CE 3.681 (3.879)] [KD 0.000 (0.000)] +2024-10-11 23:44:10,828 - Train: 30.96% [116200/375300] [92.9/300.0] [batch_t 0.265 (0.238)] [data_t 0.009] [optim_t 0.256] [lr 0.002351] [CE 4.086 (3.834)] [KD 0.000 (0.000)] +2024-10-11 23:44:22,776 - Train: 30.98% [116250/375300] [92.9/300.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.002351] [CE 3.936 (3.837)] [KD 0.000 (0.000)] +2024-10-11 23:44:34,250 - Train: 30.99% [116300/375300] [93.0/300.0] [batch_t 0.257 (0.229)] [data_t 0.009] [optim_t 0.248] [lr 0.002350] [CE 3.849 (3.807)] [KD 0.000 (0.000)] +2024-10-11 23:44:43,880 - ==> Total time: 7:51:26 Eta: 17:29:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:44:49,113 - Train: 31.00% [116350/375300] [93.0/300.0] [batch_t 0.185 (0.568)] [data_t 0.009] [optim_t 0.176] [lr 0.002350] [CE 4.103 (3.885)] [KD 0.000 (0.000)] +2024-10-11 23:44:59,607 - Train: 31.02% [116400/375300] [93.0/300.0] [batch_t 0.233 (0.210)] [data_t 0.009] [optim_t 0.224] [lr 0.002349] [CE 3.425 (3.798)] [KD 0.000 (0.000)] +2024-10-11 23:45:11,490 - Train: 31.03% [116450/375300] [93.1/300.0] [batch_t 0.272 (0.238)] [data_t 0.009] [optim_t 0.263] [lr 0.002349] [CE 4.069 (3.798)] [KD 0.000 (0.000)] +2024-10-11 23:45:22,840 - Train: 31.04% [116500/375300] [93.1/300.0] [batch_t 0.243 (0.227)] [data_t 0.009] [optim_t 0.234] [lr 0.002348] [CE 3.800 (3.823)] [KD 0.000 (0.000)] +2024-10-11 23:45:34,123 - Train: 31.06% [116550/375300] [93.2/300.0] [batch_t 0.188 (0.226)] [data_t 0.009] [optim_t 0.179] [lr 0.002348] [CE 3.487 (3.794)] [KD 0.000 (0.000)] +2024-10-11 23:45:45,646 - Train: 31.07% [116600/375300] [93.2/300.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.002347] [CE 3.944 (3.796)] [KD 0.000 (0.000)] +2024-10-11 23:45:57,071 - Train: 31.08% [116650/375300] [93.2/300.0] [batch_t 0.248 (0.228)] [data_t 0.009] [optim_t 0.239] [lr 0.002347] [CE 3.940 (3.837)] [KD 0.000 (0.000)] +2024-10-11 23:46:08,720 - Train: 31.10% [116700/375300] [93.3/300.0] [batch_t 0.197 (0.233)] [data_t 0.009] [optim_t 0.188] [lr 0.002346] [CE 4.218 (3.805)] [KD 0.000 (0.000)] +2024-10-11 23:46:20,449 - Train: 31.11% [116750/375300] [93.3/300.0] [batch_t 0.184 (0.234)] [data_t 0.009] [optim_t 0.175] [lr 0.002346] [CE 3.941 (3.889)] [KD 0.000 (0.000)] +2024-10-11 23:46:32,044 - Train: 31.12% [116800/375300] [93.4/300.0] [batch_t 0.210 (0.232)] [data_t 0.009] [optim_t 0.202] [lr 0.002345] [CE 3.812 (3.880)] [KD 0.000 (0.000)] +2024-10-11 23:46:43,772 - Train: 31.14% [116850/375300] [93.4/300.0] [batch_t 0.410 (0.234)] [data_t 0.009] [optim_t 0.401] [lr 0.002344] [CE 3.773 (3.911)] [KD 0.000 (0.000)] +2024-10-11 23:46:55,230 - Train: 31.15% [116900/375300] [93.4/300.0] [batch_t 0.250 (0.229)] [data_t 0.009] [optim_t 0.241] [lr 0.002344] [CE 3.787 (3.894)] [KD 0.000 (0.000)] +2024-10-11 23:47:07,138 - Train: 31.16% [116950/375300] [93.5/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.002343] [CE 3.699 (3.843)] [KD 0.000 (0.000)] +2024-10-11 23:47:18,690 - Train: 31.18% [117000/375300] [93.5/300.0] [batch_t 0.253 (0.231)] [data_t 0.009] [optim_t 0.245] [lr 0.002343] [CE 3.920 (3.851)] [KD 0.000 (0.000)] +2024-10-11 23:47:30,594 - Train: 31.19% [117050/375300] [93.6/300.0] [batch_t 0.318 (0.238)] [data_t 0.009] [optim_t 0.309] [lr 0.002342] [CE 4.058 (3.848)] [KD 0.000 (0.000)] +2024-10-11 23:47:41,944 - Train: 31.20% [117100/375300] [93.6/300.0] [batch_t 0.184 (0.227)] [data_t 0.009] [optim_t 0.175] [lr 0.002342] [CE 3.939 (3.837)] [KD 0.000 (0.000)] +2024-10-11 23:47:53,616 - Train: 31.22% [117150/375300] [93.6/300.0] [batch_t 0.281 (0.233)] [data_t 0.009] [optim_t 0.272] [lr 0.002341] [CE 3.804 (3.803)] [KD 0.000 (0.000)] +2024-10-11 23:48:05,502 - Train: 31.23% [117200/375300] [93.7/300.0] [batch_t 0.258 (0.238)] [data_t 0.009] [optim_t 0.249] [lr 0.002341] [CE 3.826 (3.785)] [KD 0.000 (0.000)] +2024-10-11 23:48:17,209 - Train: 31.24% [117250/375300] [93.7/300.0] [batch_t 0.192 (0.234)] [data_t 0.009] [optim_t 0.183] [lr 0.002340] [CE 4.162 (3.816)] [KD 0.000 (0.000)] +2024-10-11 23:48:28,838 - Train: 31.25% [117300/375300] [93.8/300.0] [batch_t 0.258 (0.232)] [data_t 0.009] [optim_t 0.249] [lr 0.002340] [CE 3.835 (3.822)] [KD 0.000 (0.000)] +2024-10-11 23:48:40,456 - Train: 31.27% [117350/375300] [93.8/300.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002339] [CE 3.857 (3.880)] [KD 0.000 (0.000)] +2024-10-11 23:48:52,270 - Train: 31.28% [117400/375300] [93.8/300.0] [batch_t 0.186 (0.236)] [data_t 0.009] [optim_t 0.177] [lr 0.002339] [CE 4.173 (3.898)] [KD 0.000 (0.000)] +2024-10-11 23:49:03,617 - Train: 31.29% [117450/375300] [93.9/300.0] [batch_t 0.188 (0.227)] [data_t 0.009] [optim_t 0.180] [lr 0.002338] [CE 3.998 (3.877)] [KD 0.000 (0.000)] +2024-10-11 23:49:15,007 - Train: 31.31% [117500/375300] [93.9/300.0] [batch_t 0.185 (0.228)] [data_t 0.009] [optim_t 0.176] [lr 0.002338] [CE 3.352 (3.801)] [KD 0.000 (0.000)] +2024-10-11 23:49:26,648 - Train: 31.32% [117550/375300] [94.0/300.0] [batch_t 0.245 (0.233)] [data_t 0.009] [optim_t 0.237] [lr 0.002337] [CE 3.900 (3.912)] [KD 0.000 (0.000)] +2024-10-11 23:49:36,280 - ==> Total time: 7:56:19 Eta: 17:23:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:49:41,749 - Train: 31.33% [117600/375300] [94.0/300.0] [batch_t 0.183 (0.607)] [data_t 0.009] [optim_t 0.174] [lr 0.002337] [CE 3.916 (3.679)] [KD 0.000 (0.000)] +2024-10-11 23:49:53,045 - Train: 31.35% [117650/375300] [94.0/300.0] [batch_t 0.213 (0.226)] [data_t 0.009] [optim_t 0.204] [lr 0.002336] [CE 3.941 (3.819)] [KD 0.000 (0.000)] +2024-10-11 23:50:04,852 - Train: 31.36% [117700/375300] [94.1/300.0] [batch_t 0.213 (0.236)] [data_t 0.009] [optim_t 0.204] [lr 0.002336] [CE 3.718 (3.771)] [KD 0.000 (0.000)] +2024-10-11 23:50:17,368 - Train: 31.37% [117750/375300] [94.1/300.0] [batch_t 0.497 (0.250)] [data_t 0.009] [optim_t 0.488] [lr 0.002335] [CE 3.573 (3.804)] [KD 0.000 (0.000)] +2024-10-11 23:50:28,767 - Train: 31.39% [117800/375300] [94.2/300.0] [batch_t 0.202 (0.228)] [data_t 0.009] [optim_t 0.193] [lr 0.002335] [CE 3.891 (3.847)] [KD 0.000 (0.000)] +2024-10-11 23:50:40,858 - Train: 31.40% [117850/375300] [94.2/300.0] [batch_t 0.184 (0.242)] [data_t 0.009] [optim_t 0.175] [lr 0.002334] [CE 4.243 (3.838)] [KD 0.000 (0.000)] +2024-10-11 23:50:52,717 - Train: 31.41% [117900/375300] [94.2/300.0] [batch_t 0.201 (0.237)] [data_t 0.009] [optim_t 0.192] [lr 0.002334] [CE 4.135 (3.836)] [KD 0.000 (0.000)] +2024-10-11 23:51:04,475 - Train: 31.43% [117950/375300] [94.3/300.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.002333] [CE 3.785 (3.847)] [KD 0.000 (0.000)] +2024-10-11 23:51:16,247 - Train: 31.44% [118000/375300] [94.3/300.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.002333] [CE 3.693 (3.816)] [KD 0.000 (0.000)] +2024-10-11 23:51:28,016 - Train: 31.45% [118050/375300] [94.4/300.0] [batch_t 0.194 (0.235)] [data_t 0.009] [optim_t 0.185] [lr 0.002332] [CE 3.590 (3.835)] [KD 0.000 (0.000)] +2024-10-11 23:51:39,806 - Train: 31.47% [118100/375300] [94.4/300.0] [batch_t 0.245 (0.236)] [data_t 0.009] [optim_t 0.236] [lr 0.002332] [CE 4.061 (3.816)] [KD 0.000 (0.000)] +2024-10-11 23:51:51,930 - Train: 31.48% [118150/375300] [94.4/300.0] [batch_t 0.512 (0.242)] [data_t 0.009] [optim_t 0.503] [lr 0.002331] [CE 3.806 (3.817)] [KD 0.000 (0.000)] +2024-10-11 23:52:03,624 - Train: 31.49% [118200/375300] [94.5/300.0] [batch_t 0.210 (0.234)] [data_t 0.009] [optim_t 0.201] [lr 0.002331] [CE 4.280 (3.852)] [KD 0.000 (0.000)] +2024-10-11 23:52:15,595 - Train: 31.51% [118250/375300] [94.5/300.0] [batch_t 0.402 (0.239)] [data_t 0.009] [optim_t 0.393] [lr 0.002330] [CE 4.025 (3.793)] [KD 0.000 (0.000)] +2024-10-11 23:52:26,800 - Train: 31.52% [118300/375300] [94.6/300.0] [batch_t 0.235 (0.224)] [data_t 0.009] [optim_t 0.226] [lr 0.002329] [CE 3.837 (3.835)] [KD 0.000 (0.000)] +2024-10-11 23:52:38,215 - Train: 31.53% [118350/375300] [94.6/300.0] [batch_t 0.286 (0.228)] [data_t 0.009] [optim_t 0.277] [lr 0.002329] [CE 3.580 (3.880)] [KD 0.000 (0.000)] +2024-10-11 23:52:49,649 - Train: 31.55% [118400/375300] [94.6/300.0] [batch_t 0.185 (0.229)] [data_t 0.009] [optim_t 0.176] [lr 0.002328] [CE 3.701 (3.831)] [KD 0.000 (0.000)] +2024-10-11 23:53:00,684 - Train: 31.56% [118450/375300] [94.7/300.0] [batch_t 0.250 (0.221)] [data_t 0.009] [optim_t 0.241] [lr 0.002328] [CE 3.933 (3.840)] [KD 0.000 (0.000)] +2024-10-11 23:53:12,286 - Train: 31.57% [118500/375300] [94.7/300.0] [batch_t 0.217 (0.232)] [data_t 0.009] [optim_t 0.208] [lr 0.002327] [CE 3.932 (3.847)] [KD 0.000 (0.000)] +2024-10-11 23:53:23,807 - Train: 31.59% [118550/375300] [94.8/300.0] [batch_t 0.257 (0.230)] [data_t 0.009] [optim_t 0.248] [lr 0.002327] [CE 4.005 (3.823)] [KD 0.000 (0.000)] +2024-10-11 23:53:35,418 - Train: 31.60% [118600/375300] [94.8/300.0] [batch_t 0.443 (0.232)] [data_t 0.009] [optim_t 0.434] [lr 0.002326] [CE 4.069 (3.820)] [KD 0.000 (0.000)] +2024-10-11 23:53:46,532 - Train: 31.61% [118650/375300] [94.8/300.0] [batch_t 0.224 (0.222)] [data_t 0.009] [optim_t 0.216] [lr 0.002326] [CE 3.950 (3.832)] [KD 0.000 (0.000)] +2024-10-11 23:53:58,412 - Train: 31.63% [118700/375300] [94.9/300.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.002325] [CE 3.619 (3.835)] [KD 0.000 (0.000)] +2024-10-11 23:54:10,283 - Train: 31.64% [118750/375300] [94.9/300.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.214] [lr 0.002325] [CE 4.161 (3.849)] [KD 0.000 (0.000)] +2024-10-11 23:54:22,065 - Train: 31.65% [118800/375300] [95.0/300.0] [batch_t 0.182 (0.236)] [data_t 0.009] [optim_t 0.173] [lr 0.002324] [CE 3.946 (3.868)] [KD 0.000 (0.000)] +2024-10-11 23:54:44,165 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 34996] [top5_cnt 45103] [top_all 50000] +2024-10-11 23:54:44,166 - net: 69.992 (90.206) +2024-10-11 23:54:56,480 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 37962] [top5_cnt 46523] [top_all 50000] +2024-10-11 23:54:56,481 - net_E: 75.924 (93.046) +2024-10-11 23:54:56,629 - Max [top1: 69.992 (epoch: 95)] [top1-ema: 75.924 (epoch: 95)] +2024-10-11 23:54:56,629 - ==> Total time: 8:01:39 Eta: 17:19:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-11 23:55:03,968 - Train: 31.67% [118850/375300] [95.0/300.0] [batch_t 0.182 (0.445)] [data_t 0.009] [optim_t 0.173] [lr 0.002324] [CE 4.101 (3.812)] [KD 0.000 (0.000)] +2024-10-11 23:55:15,328 - Train: 31.68% [118900/375300] [95.0/300.0] [batch_t 0.213 (0.227)] [data_t 0.039] [optim_t 0.174] [lr 0.002323] [CE 3.727 (3.803)] [KD 0.000 (0.000)] +2024-10-11 23:55:27,409 - Train: 31.69% [118950/375300] [95.1/300.0] [batch_t 0.240 (0.242)] [data_t 0.067] [optim_t 0.173] [lr 0.002323] [CE 3.821 (3.816)] [KD 0.000 (0.000)] +2024-10-11 23:55:39,262 - Train: 31.71% [119000/375300] [95.1/300.0] [batch_t 0.290 (0.237)] [data_t 0.114] [optim_t 0.175] [lr 0.002322] [CE 3.483 (3.749)] [KD 0.000 (0.000)] +2024-10-11 23:55:51,364 - Train: 31.72% [119050/375300] [95.2/300.0] [batch_t 0.256 (0.242)] [data_t 0.038] [optim_t 0.218] [lr 0.002322] [CE 3.646 (3.844)] [KD 0.000 (0.000)] +2024-10-11 23:56:03,314 - Train: 31.73% [119100/375300] [95.2/300.0] [batch_t 0.260 (0.239)] [data_t 0.009] [optim_t 0.251] [lr 0.002321] [CE 3.538 (3.771)] [KD 0.000 (0.000)] +2024-10-11 23:56:15,240 - Train: 31.75% [119150/375300] [95.2/300.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.002321] [CE 3.502 (3.815)] [KD 0.000 (0.000)] +2024-10-11 23:56:27,305 - Train: 31.76% [119200/375300] [95.3/300.0] [batch_t 0.312 (0.241)] [data_t 0.009] [optim_t 0.303] [lr 0.002320] [CE 3.350 (3.825)] [KD 0.000 (0.000)] +2024-10-11 23:56:39,249 - Train: 31.77% [119250/375300] [95.3/300.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.002320] [CE 3.615 (3.803)] [KD 0.000 (0.000)] +2024-10-11 23:56:51,577 - Train: 31.79% [119300/375300] [95.4/300.0] [batch_t 0.187 (0.246)] [data_t 0.009] [optim_t 0.178] [lr 0.002319] [CE 4.006 (3.789)] [KD 0.000 (0.000)] +2024-10-11 23:57:03,542 - Train: 31.80% [119350/375300] [95.4/300.0] [batch_t 0.195 (0.239)] [data_t 0.009] [optim_t 0.186] [lr 0.002319] [CE 3.571 (3.751)] [KD 0.000 (0.000)] +2024-10-11 23:57:15,506 - Train: 31.81% [119400/375300] [95.4/300.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.002318] [CE 3.898 (3.851)] [KD 0.000 (0.000)] +2024-10-11 23:57:27,619 - Train: 31.83% [119450/375300] [95.5/300.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.002317] [CE 4.024 (3.845)] [KD 0.000 (0.000)] +2024-10-11 23:57:39,455 - Train: 31.84% [119500/375300] [95.5/300.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.002317] [CE 3.847 (3.838)] [KD 0.000 (0.000)] +2024-10-11 23:57:51,393 - Train: 31.85% [119550/375300] [95.6/300.0] [batch_t 0.273 (0.239)] [data_t 0.009] [optim_t 0.264] [lr 0.002316] [CE 3.969 (3.835)] [KD 0.000 (0.000)] +2024-10-11 23:58:03,305 - Train: 31.87% [119600/375300] [95.6/300.0] [batch_t 0.248 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.002316] [CE 3.550 (3.813)] [KD 0.000 (0.000)] +2024-10-11 23:58:15,307 - Train: 31.88% [119650/375300] [95.6/300.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.002315] [CE 3.927 (3.839)] [KD 0.000 (0.000)] +2024-10-11 23:58:27,306 - Train: 31.89% [119700/375300] [95.7/300.0] [batch_t 0.253 (0.240)] [data_t 0.009] [optim_t 0.244] [lr 0.002315] [CE 3.728 (3.821)] [KD 0.000 (0.000)] +2024-10-11 23:58:39,232 - Train: 31.91% [119750/375300] [95.7/300.0] [batch_t 0.205 (0.238)] [data_t 0.009] [optim_t 0.196] [lr 0.002314] [CE 3.733 (3.818)] [KD 0.000 (0.000)] +2024-10-11 23:58:51,093 - Train: 31.92% [119800/375300] [95.8/300.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.002314] [CE 3.895 (3.832)] [KD 0.000 (0.000)] +2024-10-11 23:59:02,968 - Train: 31.93% [119850/375300] [95.8/300.0] [batch_t 0.263 (0.237)] [data_t 0.009] [optim_t 0.254] [lr 0.002313] [CE 3.792 (3.834)] [KD 0.000 (0.000)] +2024-10-11 23:59:14,852 - Train: 31.95% [119900/375300] [95.8/300.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.002313] [CE 3.579 (3.797)] [KD 0.000 (0.000)] +2024-10-11 23:59:26,641 - Train: 31.96% [119950/375300] [95.9/300.0] [batch_t 0.218 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.002312] [CE 4.142 (3.844)] [KD 0.000 (0.000)] +2024-10-11 23:59:38,747 - Train: 31.97% [120000/375300] [95.9/300.0] [batch_t 0.185 (0.242)] [data_t 0.009] [optim_t 0.176] [lr 0.002312] [CE 3.922 (3.798)] [KD 0.000 (0.000)] +2024-10-11 23:59:50,737 - Train: 31.99% [120050/375300] [96.0/300.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.002311] [CE 3.850 (3.813)] [KD 0.000 (0.000)] +2024-10-12 00:00:01,310 - ==> Total time: 8:06:44 Eta: 17:14:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:00:08,176 - Train: 32.00% [120100/375300] [96.0/300.0] [batch_t 0.183 (0.395)] [data_t 0.009] [optim_t 0.174] [lr 0.002311] [CE 3.649 (3.739)] [KD 0.000 (0.000)] +2024-10-12 00:00:18,876 - Train: 32.01% [120150/375300] [96.0/300.0] [batch_t 0.270 (0.214)] [data_t 0.092] [optim_t 0.178] [lr 0.002310] [CE 3.950 (3.792)] [KD 0.000 (0.000)] +2024-10-12 00:00:30,325 - Train: 32.03% [120200/375300] [96.1/300.0] [batch_t 0.226 (0.229)] [data_t 0.052] [optim_t 0.175] [lr 0.002310] [CE 3.816 (3.765)] [KD 0.000 (0.000)] +2024-10-12 00:00:41,612 - Train: 32.04% [120250/375300] [96.1/300.0] [batch_t 0.240 (0.226)] [data_t 0.066] [optim_t 0.174] [lr 0.002309] [CE 3.644 (3.849)] [KD 0.000 (0.000)] +2024-10-12 00:00:53,228 - Train: 32.05% [120300/375300] [96.2/300.0] [batch_t 0.436 (0.232)] [data_t 0.049] [optim_t 0.386] [lr 0.002309] [CE 3.910 (3.815)] [KD 0.000 (0.000)] +2024-10-12 00:01:04,543 - Train: 32.07% [120350/375300] [96.2/300.0] [batch_t 0.254 (0.226)] [data_t 0.080] [optim_t 0.174] [lr 0.002308] [CE 3.917 (3.801)] [KD 0.000 (0.000)] +2024-10-12 00:01:15,826 - Train: 32.08% [120400/375300] [96.2/300.0] [batch_t 0.234 (0.226)] [data_t 0.057] [optim_t 0.176] [lr 0.002308] [CE 3.791 (3.809)] [KD 0.000 (0.000)] +2024-10-12 00:01:27,490 - Train: 32.09% [120450/375300] [96.3/300.0] [batch_t 0.183 (0.233)] [data_t 0.009] [optim_t 0.174] [lr 0.002307] [CE 3.337 (3.774)] [KD 0.000 (0.000)] +2024-10-12 00:01:38,684 - Train: 32.11% [120500/375300] [96.3/300.0] [batch_t 0.230 (0.224)] [data_t 0.055] [optim_t 0.175] [lr 0.002306] [CE 4.160 (3.825)] [KD 0.000 (0.000)] +2024-10-12 00:01:50,622 - Train: 32.12% [120550/375300] [96.4/300.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.002306] [CE 3.808 (3.780)] [KD 0.000 (0.000)] +2024-10-12 00:02:02,231 - Train: 32.13% [120600/375300] [96.4/300.0] [batch_t 0.259 (0.232)] [data_t 0.009] [optim_t 0.250] [lr 0.002305] [CE 3.327 (3.833)] [KD 0.000 (0.000)] +2024-10-12 00:02:13,416 - Train: 32.15% [120650/375300] [96.4/300.0] [batch_t 0.199 (0.224)] [data_t 0.009] [optim_t 0.190] [lr 0.002305] [CE 3.409 (3.835)] [KD 0.000 (0.000)] +2024-10-12 00:02:24,854 - Train: 32.16% [120700/375300] [96.5/300.0] [batch_t 0.255 (0.229)] [data_t 0.009] [optim_t 0.246] [lr 0.002304] [CE 3.892 (3.820)] [KD 0.000 (0.000)] +2024-10-12 00:02:36,371 - Train: 32.17% [120750/375300] [96.5/300.0] [batch_t 0.243 (0.230)] [data_t 0.009] [optim_t 0.234] [lr 0.002304] [CE 3.609 (3.800)] [KD 0.000 (0.000)] +2024-10-12 00:02:48,254 - Train: 32.19% [120800/375300] [96.6/300.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.002303] [CE 3.787 (3.838)] [KD 0.000 (0.000)] +2024-10-12 00:02:59,906 - Train: 32.20% [120850/375300] [96.6/300.0] [batch_t 0.205 (0.233)] [data_t 0.009] [optim_t 0.196] [lr 0.002303] [CE 4.026 (3.845)] [KD 0.000 (0.000)] +2024-10-12 00:03:11,604 - Train: 32.21% [120900/375300] [96.6/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.002302] [CE 3.594 (3.808)] [KD 0.000 (0.000)] +2024-10-12 00:03:23,175 - Train: 32.23% [120950/375300] [96.7/300.0] [batch_t 0.233 (0.231)] [data_t 0.009] [optim_t 0.224] [lr 0.002302] [CE 3.605 (3.815)] [KD 0.000 (0.000)] +2024-10-12 00:03:34,734 - Train: 32.24% [121000/375300] [96.7/300.0] [batch_t 0.235 (0.231)] [data_t 0.009] [optim_t 0.227] [lr 0.002301] [CE 3.494 (3.810)] [KD 0.000 (0.000)] +2024-10-12 00:03:46,071 - Train: 32.25% [121050/375300] [96.8/300.0] [batch_t 0.235 (0.227)] [data_t 0.009] [optim_t 0.226] [lr 0.002301] [CE 3.894 (3.800)] [KD 0.000 (0.000)] +2024-10-12 00:03:57,323 - Train: 32.27% [121100/375300] [96.8/300.0] [batch_t 0.222 (0.225)] [data_t 0.009] [optim_t 0.213] [lr 0.002300] [CE 3.842 (3.801)] [KD 0.000 (0.000)] +2024-10-12 00:04:09,081 - Train: 32.28% [121150/375300] [96.8/300.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002300] [CE 3.846 (3.839)] [KD 0.000 (0.000)] +2024-10-12 00:04:20,685 - Train: 32.29% [121200/375300] [96.9/300.0] [batch_t 0.184 (0.232)] [data_t 0.009] [optim_t 0.175] [lr 0.002299] [CE 3.960 (3.863)] [KD 0.000 (0.000)] +2024-10-12 00:04:32,299 - Train: 32.31% [121250/375300] [96.9/300.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.002299] [CE 3.742 (3.814)] [KD 0.000 (0.000)] +2024-10-12 00:04:44,028 - Train: 32.32% [121300/375300] [97.0/300.0] [batch_t 0.184 (0.234)] [data_t 0.009] [optim_t 0.175] [lr 0.002298] [CE 3.647 (3.827)] [KD 0.000 (0.000)] +2024-10-12 00:04:54,765 - ==> Total time: 8:11:37 Eta: 17:08:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:04:59,186 - Train: 32.33% [121350/375300] [97.0/300.0] [batch_t 0.183 (1.027)] [data_t 0.009] [optim_t 0.174] [lr 0.002298] [CE 3.522 (3.684)] [KD 0.000 (0.000)] +2024-10-12 00:05:09,885 - Train: 32.35% [121400/375300] [97.0/300.0] [batch_t 0.298 (0.214)] [data_t 0.009] [optim_t 0.290] [lr 0.002297] [CE 3.870 (3.796)] [KD 0.000 (0.000)] +2024-10-12 00:05:21,815 - Train: 32.36% [121450/375300] [97.1/300.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.219] [lr 0.002296] [CE 3.822 (3.832)] [KD 0.000 (0.000)] +2024-10-12 00:05:33,185 - Train: 32.37% [121500/375300] [97.1/300.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.207] [lr 0.002296] [CE 3.971 (3.788)] [KD 0.000 (0.000)] +2024-10-12 00:05:44,473 - Train: 32.39% [121550/375300] [97.2/300.0] [batch_t 0.224 (0.226)] [data_t 0.009] [optim_t 0.215] [lr 0.002295] [CE 3.581 (3.751)] [KD 0.000 (0.000)] +2024-10-12 00:05:55,815 - Train: 32.40% [121600/375300] [97.2/300.0] [batch_t 0.257 (0.227)] [data_t 0.009] [optim_t 0.248] [lr 0.002295] [CE 3.956 (3.822)] [KD 0.000 (0.000)] +2024-10-12 00:06:06,936 - Train: 32.41% [121650/375300] [97.2/300.0] [batch_t 0.216 (0.222)] [data_t 0.009] [optim_t 0.207] [lr 0.002294] [CE 3.944 (3.841)] [KD 0.000 (0.000)] +2024-10-12 00:06:18,383 - Train: 32.43% [121700/375300] [97.3/300.0] [batch_t 0.254 (0.229)] [data_t 0.078] [optim_t 0.175] [lr 0.002294] [CE 4.212 (3.863)] [KD 0.000 (0.000)] +2024-10-12 00:06:30,023 - Train: 32.44% [121750/375300] [97.3/300.0] [batch_t 0.204 (0.233)] [data_t 0.009] [optim_t 0.196] [lr 0.002293] [CE 3.921 (3.853)] [KD 0.000 (0.000)] +2024-10-12 00:06:41,756 - Train: 32.45% [121800/375300] [97.4/300.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.002293] [CE 3.910 (3.790)] [KD 0.000 (0.000)] +2024-10-12 00:06:53,570 - Train: 32.47% [121850/375300] [97.4/300.0] [batch_t 0.185 (0.236)] [data_t 0.009] [optim_t 0.176] [lr 0.002292] [CE 4.063 (3.787)] [KD 0.000 (0.000)] +2024-10-12 00:07:05,447 - Train: 32.48% [121900/375300] [97.4/300.0] [batch_t 0.213 (0.237)] [data_t 0.009] [optim_t 0.204] [lr 0.002292] [CE 3.678 (3.807)] [KD 0.000 (0.000)] +2024-10-12 00:07:17,214 - Train: 32.49% [121950/375300] [97.5/300.0] [batch_t 0.193 (0.235)] [data_t 0.009] [optim_t 0.184] [lr 0.002291] [CE 3.996 (3.813)] [KD 0.000 (0.000)] +2024-10-12 00:07:28,850 - Train: 32.51% [122000/375300] [97.5/300.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.002291] [CE 4.095 (3.804)] [KD 0.000 (0.000)] +2024-10-12 00:07:40,561 - Train: 32.52% [122050/375300] [97.6/300.0] [batch_t 0.251 (0.234)] [data_t 0.009] [optim_t 0.242] [lr 0.002290] [CE 3.805 (3.831)] [KD 0.000 (0.000)] +2024-10-12 00:07:52,126 - Train: 32.53% [122100/375300] [97.6/300.0] [batch_t 0.192 (0.231)] [data_t 0.009] [optim_t 0.183] [lr 0.002290] [CE 3.741 (3.802)] [KD 0.000 (0.000)] +2024-10-12 00:08:03,917 - Train: 32.55% [122150/375300] [97.6/300.0] [batch_t 0.225 (0.236)] [data_t 0.009] [optim_t 0.216] [lr 0.002289] [CE 3.778 (3.748)] [KD 0.000 (0.000)] +2024-10-12 00:08:15,816 - Train: 32.56% [122200/375300] [97.7/300.0] [batch_t 0.274 (0.238)] [data_t 0.009] [optim_t 0.265] [lr 0.002289] [CE 3.675 (3.805)] [KD 0.000 (0.000)] +2024-10-12 00:08:27,424 - Train: 32.57% [122250/375300] [97.7/300.0] [batch_t 0.201 (0.232)] [data_t 0.009] [optim_t 0.192] [lr 0.002288] [CE 3.849 (3.831)] [KD 0.000 (0.000)] +2024-10-12 00:08:39,217 - Train: 32.59% [122300/375300] [97.8/300.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.002287] [CE 3.525 (3.835)] [KD 0.000 (0.000)] +2024-10-12 00:08:51,089 - Train: 32.60% [122350/375300] [97.8/300.0] [batch_t 0.311 (0.237)] [data_t 0.009] [optim_t 0.303] [lr 0.002287] [CE 3.742 (3.793)] [KD 0.000 (0.000)] +2024-10-12 00:09:02,985 - Train: 32.61% [122400/375300] [97.8/300.0] [batch_t 0.231 (0.238)] [data_t 0.009] [optim_t 0.222] [lr 0.002286] [CE 3.567 (3.874)] [KD 0.000 (0.000)] +2024-10-12 00:09:14,871 - Train: 32.63% [122450/375300] [97.9/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.002286] [CE 3.948 (3.806)] [KD 0.000 (0.000)] +2024-10-12 00:09:26,652 - Train: 32.64% [122500/375300] [97.9/300.0] [batch_t 0.286 (0.236)] [data_t 0.009] [optim_t 0.277] [lr 0.002285] [CE 3.410 (3.792)] [KD 0.000 (0.000)] +2024-10-12 00:09:38,675 - Train: 32.65% [122550/375300] [98.0/300.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.235] [lr 0.002285] [CE 3.663 (3.808)] [KD 0.000 (0.000)] +2024-10-12 00:09:49,420 - ==> Total time: 8:16:32 Eta: 17:03:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:09:53,789 - Train: 32.67% [122600/375300] [98.0/300.0] [batch_t 0.749 (1.374)] [data_t 0.577] [optim_t 0.173] [lr 0.002284] [CE 3.949 (3.940)] [KD 0.000 (0.000)] +2024-10-12 00:10:04,466 - Train: 32.68% [122650/375300] [98.0/300.0] [batch_t 0.358 (0.213)] [data_t 0.009] [optim_t 0.350] [lr 0.002284] [CE 3.608 (3.821)] [KD 0.000 (0.000)] +2024-10-12 00:10:15,609 - Train: 32.69% [122700/375300] [98.1/300.0] [batch_t 0.257 (0.223)] [data_t 0.081] [optim_t 0.176] [lr 0.002283] [CE 3.395 (3.824)] [KD 0.000 (0.000)] +2024-10-12 00:10:27,506 - Train: 32.71% [122750/375300] [98.1/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.002283] [CE 3.917 (3.824)] [KD 0.000 (0.000)] +2024-10-12 00:10:39,228 - Train: 32.72% [122800/375300] [98.2/300.0] [batch_t 0.183 (0.234)] [data_t 0.009] [optim_t 0.174] [lr 0.002282] [CE 3.831 (3.758)] [KD 0.000 (0.000)] +2024-10-12 00:10:51,065 - Train: 32.73% [122850/375300] [98.2/300.0] [batch_t 0.256 (0.237)] [data_t 0.083] [optim_t 0.173] [lr 0.002282] [CE 3.924 (3.803)] [KD 0.000 (0.000)] +2024-10-12 00:11:02,488 - Train: 32.75% [122900/375300] [98.2/300.0] [batch_t 0.183 (0.228)] [data_t 0.009] [optim_t 0.174] [lr 0.002281] [CE 4.020 (3.805)] [KD 0.000 (0.000)] +2024-10-12 00:11:14,416 - Train: 32.76% [122950/375300] [98.3/300.0] [batch_t 0.185 (0.238)] [data_t 0.009] [optim_t 0.176] [lr 0.002281] [CE 3.983 (3.810)] [KD 0.000 (0.000)] +2024-10-12 00:11:26,042 - Train: 32.77% [123000/375300] [98.3/300.0] [batch_t 0.456 (0.232)] [data_t 0.281] [optim_t 0.175] [lr 0.002280] [CE 4.003 (3.845)] [KD 0.000 (0.000)] +2024-10-12 00:11:37,504 - Train: 32.79% [123050/375300] [98.4/300.0] [batch_t 0.222 (0.229)] [data_t 0.043] [optim_t 0.179] [lr 0.002279] [CE 4.174 (3.808)] [KD 0.000 (0.000)] +2024-10-12 00:11:48,855 - Train: 32.80% [123100/375300] [98.4/300.0] [batch_t 0.183 (0.227)] [data_t 0.009] [optim_t 0.174] [lr 0.002279] [CE 3.826 (3.858)] [KD 0.000 (0.000)] +2024-10-12 00:12:00,296 - Train: 32.81% [123150/375300] [98.4/300.0] [batch_t 0.258 (0.229)] [data_t 0.085] [optim_t 0.173] [lr 0.002278] [CE 3.805 (3.805)] [KD 0.000 (0.000)] +2024-10-12 00:12:11,777 - Train: 32.83% [123200/375300] [98.5/300.0] [batch_t 0.238 (0.230)] [data_t 0.009] [optim_t 0.229] [lr 0.002278] [CE 3.482 (3.799)] [KD 0.000 (0.000)] +2024-10-12 00:12:23,158 - Train: 32.84% [123250/375300] [98.5/300.0] [batch_t 0.185 (0.227)] [data_t 0.009] [optim_t 0.176] [lr 0.002277] [CE 4.106 (3.821)] [KD 0.000 (0.000)] +2024-10-12 00:12:34,580 - Train: 32.85% [123300/375300] [98.6/300.0] [batch_t 0.227 (0.228)] [data_t 0.009] [optim_t 0.218] [lr 0.002277] [CE 4.300 (3.851)] [KD 0.000 (0.000)] +2024-10-12 00:12:46,192 - Train: 32.87% [123350/375300] [98.6/300.0] [batch_t 0.242 (0.232)] [data_t 0.058] [optim_t 0.185] [lr 0.002276] [CE 3.668 (3.819)] [KD 0.000 (0.000)] +2024-10-12 00:12:57,787 - Train: 32.88% [123400/375300] [98.6/300.0] [batch_t 0.186 (0.232)] [data_t 0.009] [optim_t 0.177] [lr 0.002276] [CE 3.560 (3.835)] [KD 0.000 (0.000)] +2024-10-12 00:13:09,035 - Train: 32.89% [123450/375300] [98.7/300.0] [batch_t 0.237 (0.225)] [data_t 0.010] [optim_t 0.227] [lr 0.002275] [CE 3.612 (3.805)] [KD 0.000 (0.000)] +2024-10-12 00:13:20,697 - Train: 32.91% [123500/375300] [98.7/300.0] [batch_t 0.220 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.002275] [CE 4.193 (3.790)] [KD 0.000 (0.000)] +2024-10-12 00:13:32,154 - Train: 32.92% [123550/375300] [98.8/300.0] [batch_t 0.182 (0.229)] [data_t 0.009] [optim_t 0.173] [lr 0.002274] [CE 3.738 (3.785)] [KD 0.000 (0.000)] +2024-10-12 00:13:43,479 - Train: 32.93% [123600/375300] [98.8/300.0] [batch_t 0.245 (0.226)] [data_t 0.009] [optim_t 0.236] [lr 0.002274] [CE 3.739 (3.814)] [KD 0.000 (0.000)] +2024-10-12 00:13:55,383 - Train: 32.95% [123650/375300] [98.8/300.0] [batch_t 0.261 (0.238)] [data_t 0.009] [optim_t 0.252] [lr 0.002273] [CE 3.832 (3.824)] [KD 0.000 (0.000)] +2024-10-12 00:14:07,029 - Train: 32.96% [123700/375300] [98.9/300.0] [batch_t 0.212 (0.233)] [data_t 0.009] [optim_t 0.203] [lr 0.002273] [CE 3.777 (3.830)] [KD 0.000 (0.000)] +2024-10-12 00:14:18,417 - Train: 32.97% [123750/375300] [98.9/300.0] [batch_t 0.238 (0.228)] [data_t 0.009] [optim_t 0.229] [lr 0.002272] [CE 4.113 (3.801)] [KD 0.000 (0.000)] +2024-10-12 00:14:29,889 - Train: 32.99% [123800/375300] [99.0/300.0] [batch_t 0.204 (0.229)] [data_t 0.009] [optim_t 0.195] [lr 0.002271] [CE 4.034 (3.874)] [KD 0.000 (0.000)] +2024-10-12 00:14:40,680 - ==> Total time: 8:21:23 Eta: 16:57:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:14:44,342 - Train: 33.00% [123850/375300] [99.0/300.0] [batch_t 1.780 (1.780)] [data_t 1.538] [optim_t 0.242] [lr 0.002271] [CE 3.667 (3.667)] [KD 0.000 (0.000)] +2024-10-12 00:14:55,403 - Train: 33.01% [123900/375300] [99.0/300.0] [batch_t 0.185 (0.221)] [data_t 0.009] [optim_t 0.176] [lr 0.002270] [CE 3.748 (3.813)] [KD 0.000 (0.000)] +2024-10-12 00:15:07,321 - Train: 33.03% [123950/375300] [99.1/300.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.002270] [CE 4.141 (3.800)] [KD 0.000 (0.000)] +2024-10-12 00:15:18,914 - Train: 33.04% [124000/375300] [99.1/300.0] [batch_t 0.251 (0.232)] [data_t 0.009] [optim_t 0.242] [lr 0.002269] [CE 4.169 (3.778)] [KD 0.000 (0.000)] +2024-10-12 00:15:30,790 - Train: 33.05% [124050/375300] [99.2/300.0] [batch_t 0.332 (0.237)] [data_t 0.009] [optim_t 0.323] [lr 0.002269] [CE 3.829 (3.836)] [KD 0.000 (0.000)] +2024-10-12 00:15:42,223 - Train: 33.07% [124100/375300] [99.2/300.0] [batch_t 0.249 (0.229)] [data_t 0.009] [optim_t 0.240] [lr 0.002268] [CE 3.749 (3.806)] [KD 0.000 (0.000)] +2024-10-12 00:15:54,319 - Train: 33.08% [124150/375300] [99.2/300.0] [batch_t 0.259 (0.242)] [data_t 0.009] [optim_t 0.250] [lr 0.002268] [CE 3.462 (3.847)] [KD 0.000 (0.000)] +2024-10-12 00:16:06,078 - Train: 33.09% [124200/375300] [99.3/300.0] [batch_t 0.257 (0.235)] [data_t 0.009] [optim_t 0.248] [lr 0.002267] [CE 3.813 (3.855)] [KD 0.000 (0.000)] +2024-10-12 00:16:17,969 - Train: 33.11% [124250/375300] [99.3/300.0] [batch_t 0.204 (0.238)] [data_t 0.009] [optim_t 0.196] [lr 0.002267] [CE 4.062 (3.777)] [KD 0.000 (0.000)] +2024-10-12 00:16:29,801 - Train: 33.12% [124300/375300] [99.4/300.0] [batch_t 0.203 (0.237)] [data_t 0.009] [optim_t 0.194] [lr 0.002266] [CE 3.906 (3.820)] [KD 0.000 (0.000)] +2024-10-12 00:16:41,678 - Train: 33.13% [124350/375300] [99.4/300.0] [batch_t 0.222 (0.237)] [data_t 0.009] [optim_t 0.213] [lr 0.002266] [CE 3.934 (3.848)] [KD 0.000 (0.000)] +2024-10-12 00:16:53,657 - Train: 33.15% [124400/375300] [99.4/300.0] [batch_t 0.270 (0.239)] [data_t 0.009] [optim_t 0.261] [lr 0.002265] [CE 3.669 (3.734)] [KD 0.000 (0.000)] +2024-10-12 00:17:05,944 - Train: 33.16% [124450/375300] [99.5/300.0] [batch_t 0.184 (0.246)] [data_t 0.009] [optim_t 0.175] [lr 0.002264] [CE 3.955 (3.801)] [KD 0.000 (0.000)] +2024-10-12 00:17:17,717 - Train: 33.17% [124500/375300] [99.5/300.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.002264] [CE 4.130 (3.824)] [KD 0.000 (0.000)] +2024-10-12 00:17:29,946 - Train: 33.19% [124550/375300] [99.6/300.0] [batch_t 0.274 (0.244)] [data_t 0.009] [optim_t 0.265] [lr 0.002263] [CE 3.854 (3.798)] [KD 0.000 (0.000)] +2024-10-12 00:17:42,104 - Train: 33.20% [124600/375300] [99.6/300.0] [batch_t 0.184 (0.243)] [data_t 0.009] [optim_t 0.175] [lr 0.002263] [CE 3.672 (3.850)] [KD 0.000 (0.000)] +2024-10-12 00:17:54,055 - Train: 33.21% [124650/375300] [99.6/300.0] [batch_t 0.259 (0.239)] [data_t 0.086] [optim_t 0.173] [lr 0.002262] [CE 4.129 (3.883)] [KD 0.000 (0.000)] +2024-10-12 00:18:06,038 - Train: 33.23% [124700/375300] [99.7/300.0] [batch_t 0.249 (0.240)] [data_t 0.009] [optim_t 0.240] [lr 0.002262] [CE 4.115 (3.817)] [KD 0.000 (0.000)] +2024-10-12 00:18:17,871 - Train: 33.24% [124750/375300] [99.7/300.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.002261] [CE 3.551 (3.829)] [KD 0.000 (0.000)] +2024-10-12 00:18:29,593 - Train: 33.25% [124800/375300] [99.8/300.0] [batch_t 0.203 (0.234)] [data_t 0.009] [optim_t 0.194] [lr 0.002261] [CE 3.667 (3.792)] [KD 0.000 (0.000)] +2024-10-12 00:18:41,115 - Train: 33.27% [124850/375300] [99.8/300.0] [batch_t 0.191 (0.230)] [data_t 0.009] [optim_t 0.182] [lr 0.002260] [CE 3.564 (3.815)] [KD 0.000 (0.000)] +2024-10-12 00:18:52,869 - Train: 33.28% [124900/375300] [99.8/300.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.002260] [CE 3.908 (3.863)] [KD 0.000 (0.000)] +2024-10-12 00:19:04,841 - Train: 33.29% [124950/375300] [99.9/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.002259] [CE 3.438 (3.801)] [KD 0.000 (0.000)] +2024-10-12 00:19:16,745 - Train: 33.31% [125000/375300] [99.9/300.0] [batch_t 0.227 (0.238)] [data_t 0.021] [optim_t 0.207] [lr 0.002259] [CE 4.001 (3.810)] [KD 0.000 (0.000)] +2024-10-12 00:19:28,686 - Train: 33.32% [125050/375300] [100.0/300.0] [batch_t 0.254 (0.239)] [data_t 0.065] [optim_t 0.189] [lr 0.002258] [CE 3.835 (3.864)] [KD 0.000 (0.000)] +2024-10-12 00:19:40,187 - Train: 33.33% [125100/375300] [100.0/300.0] [batch_t 0.184 (0.230)] [data_t 0.009] [optim_t 0.175] [lr 0.002258] [CE 4.033 (3.790)] [KD 0.000 (0.000)] +2024-10-12 00:19:52,676 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 34796] [top5_cnt 44905] [top_all 50000] +2024-10-12 00:19:52,677 - net: 69.592 (89.810) +2024-10-12 00:20:04,836 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 38034] [top5_cnt 46609] [top_all 50000] +2024-10-12 00:20:04,837 - net_E: 76.068 (93.218) +2024-10-12 00:20:04,980 - Max [top1: 69.992 (epoch: 95)] [top1-ema: 76.068 (epoch: 100)] +2024-10-12 00:20:04,981 - ==> Total time: 8:26:47 Eta: 16:53:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:20:21,300 - Train: 33.35% [125150/375300] [100.0/300.0] [batch_t 0.187 (0.231)] [data_t 0.010] [optim_t 0.177] [lr 0.002257] [CE 3.695 (3.803)] [KD 0.000 (0.000)] +2024-10-12 00:20:33,539 - Train: 33.36% [125200/375300] [100.1/300.0] [batch_t 0.249 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.002256] [CE 3.682 (3.784)] [KD 0.000 (0.000)] +2024-10-12 00:20:45,792 - Train: 33.37% [125250/375300] [100.1/300.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.002256] [CE 3.985 (3.842)] [KD 0.000 (0.000)] +2024-10-12 00:20:57,818 - Train: 33.39% [125300/375300] [100.2/300.0] [batch_t 0.215 (0.240)] [data_t 0.009] [optim_t 0.206] [lr 0.002255] [CE 4.007 (3.774)] [KD 0.000 (0.000)] +2024-10-12 00:21:09,850 - Train: 33.40% [125350/375300] [100.2/300.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.002255] [CE 3.873 (3.826)] [KD 0.000 (0.000)] +2024-10-12 00:21:21,747 - Train: 33.41% [125400/375300] [100.2/300.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.002254] [CE 3.684 (3.773)] [KD 0.000 (0.000)] +2024-10-12 00:21:33,770 - Train: 33.43% [125450/375300] [100.3/300.0] [batch_t 0.184 (0.240)] [data_t 0.009] [optim_t 0.175] [lr 0.002254] [CE 3.880 (3.796)] [KD 0.000 (0.000)] +2024-10-12 00:21:45,758 - Train: 33.44% [125500/375300] [100.3/300.0] [batch_t 0.187 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.002253] [CE 3.878 (3.775)] [KD 0.000 (0.000)] +2024-10-12 00:21:57,478 - Train: 33.45% [125550/375300] [100.4/300.0] [batch_t 0.239 (0.234)] [data_t 0.009] [optim_t 0.230] [lr 0.002253] [CE 3.995 (3.819)] [KD 0.000 (0.000)] +2024-10-12 00:22:09,395 - Train: 33.47% [125600/375300] [100.4/300.0] [batch_t 0.185 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.002252] [CE 3.821 (3.812)] [KD 0.000 (0.000)] +2024-10-12 00:22:21,108 - Train: 33.48% [125650/375300] [100.4/300.0] [batch_t 0.262 (0.234)] [data_t 0.009] [optim_t 0.253] [lr 0.002252] [CE 3.681 (3.778)] [KD 0.000 (0.000)] +2024-10-12 00:22:33,248 - Train: 33.49% [125700/375300] [100.5/300.0] [batch_t 0.264 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.002251] [CE 4.195 (3.857)] [KD 0.000 (0.000)] +2024-10-12 00:22:45,338 - Train: 33.51% [125750/375300] [100.5/300.0] [batch_t 0.274 (0.242)] [data_t 0.009] [optim_t 0.266] [lr 0.002251] [CE 3.396 (3.798)] [KD 0.000 (0.000)] +2024-10-12 00:22:57,572 - Train: 33.52% [125800/375300] [100.6/300.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.002250] [CE 3.798 (3.850)] [KD 0.000 (0.000)] +2024-10-12 00:23:09,658 - Train: 33.53% [125850/375300] [100.6/300.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.002249] [CE 4.005 (3.828)] [KD 0.000 (0.000)] +2024-10-12 00:23:21,842 - Train: 33.55% [125900/375300] [100.6/300.0] [batch_t 0.183 (0.244)] [data_t 0.009] [optim_t 0.174] [lr 0.002249] [CE 4.023 (3.763)] [KD 0.000 (0.000)] +2024-10-12 00:23:33,880 - Train: 33.56% [125950/375300] [100.7/300.0] [batch_t 0.255 (0.241)] [data_t 0.009] [optim_t 0.247] [lr 0.002248] [CE 4.226 (3.825)] [KD 0.000 (0.000)] +2024-10-12 00:23:46,110 - Train: 33.57% [126000/375300] [100.7/300.0] [batch_t 0.187 (0.245)] [data_t 0.009] [optim_t 0.178] [lr 0.002248] [CE 3.811 (3.805)] [KD 0.000 (0.000)] +2024-10-12 00:23:58,197 - Train: 33.59% [126050/375300] [100.8/300.0] [batch_t 0.326 (0.242)] [data_t 0.009] [optim_t 0.318] [lr 0.002247] [CE 3.621 (3.802)] [KD 0.000 (0.000)] +2024-10-12 00:24:10,199 - Train: 33.60% [126100/375300] [100.8/300.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.002247] [CE 3.757 (3.819)] [KD 0.000 (0.000)] +2024-10-12 00:24:22,411 - Train: 33.61% [126150/375300] [100.8/300.0] [batch_t 0.238 (0.244)] [data_t 0.009] [optim_t 0.229] [lr 0.002246] [CE 3.360 (3.791)] [KD 0.000 (0.000)] +2024-10-12 00:24:34,621 - Train: 33.63% [126200/375300] [100.9/300.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.002246] [CE 3.998 (3.799)] [KD 0.000 (0.000)] +2024-10-12 00:24:46,819 - Train: 33.64% [126250/375300] [100.9/300.0] [batch_t 0.263 (0.244)] [data_t 0.009] [optim_t 0.254] [lr 0.002245] [CE 3.927 (3.812)] [KD 0.000 (0.000)] +2024-10-12 00:24:58,865 - Train: 33.65% [126300/375300] [101.0/300.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002245] [CE 3.703 (3.761)] [KD 0.000 (0.000)] +2024-10-12 00:25:10,221 - Train: 33.67% [126350/375300] [101.0/300.0] [batch_t 0.181 (0.227)] [data_t 0.009] [optim_t 0.173] [lr 0.002244] [CE 3.637 (3.827)] [KD 0.000 (0.000)] +2024-10-12 00:25:10,401 - ==> Total time: 8:31:53 Eta: 16:48:33 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:25:24,470 - Train: 33.68% [126400/375300] [101.0/300.0] [batch_t 0.182 (0.260)] [data_t 0.009] [optim_t 0.173] [lr 0.002243] [CE 4.128 (3.782)] [KD 0.000 (0.000)] +2024-10-12 00:25:35,829 - Train: 33.69% [126450/375300] [101.1/300.0] [batch_t 0.185 (0.227)] [data_t 0.009] [optim_t 0.176] [lr 0.002243] [CE 3.888 (3.803)] [KD 0.000 (0.000)] +2024-10-12 00:25:47,367 - Train: 33.71% [126500/375300] [101.1/300.0] [batch_t 0.185 (0.231)] [data_t 0.009] [optim_t 0.176] [lr 0.002242] [CE 3.643 (3.792)] [KD 0.000 (0.000)] +2024-10-12 00:25:58,619 - Train: 33.72% [126550/375300] [101.2/300.0] [batch_t 0.186 (0.225)] [data_t 0.009] [optim_t 0.177] [lr 0.002242] [CE 3.969 (3.766)] [KD 0.000 (0.000)] +2024-10-12 00:26:10,362 - Train: 33.73% [126600/375300] [101.2/300.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.002241] [CE 3.971 (3.781)] [KD 0.000 (0.000)] +2024-10-12 00:26:21,883 - Train: 33.75% [126650/375300] [101.2/300.0] [batch_t 0.225 (0.230)] [data_t 0.009] [optim_t 0.216] [lr 0.002241] [CE 3.490 (3.755)] [KD 0.000 (0.000)] +2024-10-12 00:26:33,393 - Train: 33.76% [126700/375300] [101.3/300.0] [batch_t 0.223 (0.230)] [data_t 0.009] [optim_t 0.215] [lr 0.002240] [CE 3.844 (3.829)] [KD 0.000 (0.000)] +2024-10-12 00:26:45,284 - Train: 33.77% [126750/375300] [101.3/300.0] [batch_t 0.250 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.002240] [CE 3.599 (3.787)] [KD 0.000 (0.000)] +2024-10-12 00:26:57,305 - Train: 33.79% [126800/375300] [101.4/300.0] [batch_t 0.327 (0.240)] [data_t 0.009] [optim_t 0.318] [lr 0.002239] [CE 3.945 (3.795)] [KD 0.000 (0.000)] +2024-10-12 00:27:09,204 - Train: 33.80% [126850/375300] [101.4/300.0] [batch_t 0.225 (0.238)] [data_t 0.009] [optim_t 0.216] [lr 0.002239] [CE 3.815 (3.791)] [KD 0.000 (0.000)] +2024-10-12 00:27:21,118 - Train: 33.81% [126900/375300] [101.4/300.0] [batch_t 0.257 (0.238)] [data_t 0.009] [optim_t 0.248] [lr 0.002238] [CE 4.070 (3.774)] [KD 0.000 (0.000)] +2024-10-12 00:27:33,052 - Train: 33.83% [126950/375300] [101.5/300.0] [batch_t 0.189 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.002238] [CE 3.796 (3.823)] [KD 0.000 (0.000)] +2024-10-12 00:27:44,989 - Train: 33.84% [127000/375300] [101.5/300.0] [batch_t 0.196 (0.239)] [data_t 0.009] [optim_t 0.187] [lr 0.002237] [CE 3.762 (3.787)] [KD 0.000 (0.000)] +2024-10-12 00:27:56,897 - Train: 33.85% [127050/375300] [101.6/300.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002236] [CE 3.561 (3.796)] [KD 0.000 (0.000)] +2024-10-12 00:28:08,681 - Train: 33.87% [127100/375300] [101.6/300.0] [batch_t 0.218 (0.236)] [data_t 0.009] [optim_t 0.209] [lr 0.002236] [CE 3.758 (3.806)] [KD 0.000 (0.000)] +2024-10-12 00:28:20,234 - Train: 33.88% [127150/375300] [101.6/300.0] [batch_t 0.219 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.002235] [CE 3.964 (3.850)] [KD 0.000 (0.000)] +2024-10-12 00:28:31,797 - Train: 33.89% [127200/375300] [101.7/300.0] [batch_t 0.236 (0.231)] [data_t 0.009] [optim_t 0.227] [lr 0.002235] [CE 3.880 (3.813)] [KD 0.000 (0.000)] +2024-10-12 00:28:43,273 - Train: 33.91% [127250/375300] [101.7/300.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.214] [lr 0.002234] [CE 3.650 (3.816)] [KD 0.000 (0.000)] +2024-10-12 00:28:54,837 - Train: 33.92% [127300/375300] [101.8/300.0] [batch_t 0.208 (0.231)] [data_t 0.009] [optim_t 0.200] [lr 0.002234] [CE 3.676 (3.789)] [KD 0.000 (0.000)] +2024-10-12 00:29:06,474 - Train: 33.93% [127350/375300] [101.8/300.0] [batch_t 0.250 (0.233)] [data_t 0.009] [optim_t 0.241] [lr 0.002233] [CE 3.577 (3.865)] [KD 0.000 (0.000)] +2024-10-12 00:29:18,016 - Train: 33.95% [127400/375300] [101.8/300.0] [batch_t 0.211 (0.231)] [data_t 0.009] [optim_t 0.202] [lr 0.002233] [CE 3.851 (3.810)] [KD 0.000 (0.000)] +2024-10-12 00:29:29,649 - Train: 33.96% [127450/375300] [101.9/300.0] [batch_t 0.186 (0.233)] [data_t 0.009] [optim_t 0.177] [lr 0.002232] [CE 3.620 (3.807)] [KD 0.000 (0.000)] +2024-10-12 00:29:40,885 - Train: 33.97% [127500/375300] [101.9/300.0] [batch_t 0.212 (0.225)] [data_t 0.009] [optim_t 0.203] [lr 0.002232] [CE 3.691 (3.841)] [KD 0.000 (0.000)] +2024-10-12 00:29:52,420 - Train: 33.99% [127550/375300] [102.0/300.0] [batch_t 0.191 (0.231)] [data_t 0.009] [optim_t 0.182] [lr 0.002231] [CE 3.763 (3.822)] [KD 0.000 (0.000)] +2024-10-12 00:30:03,559 - Train: 34.00% [127600/375300] [102.0/300.0] [batch_t 0.179 (0.223)] [data_t 0.009] [optim_t 0.171] [lr 0.002230] [CE 3.676 (3.815)] [KD 0.000 (0.000)] +2024-10-12 00:30:03,921 - ==> Total time: 8:36:46 Eta: 16:43:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:30:19,393 - Train: 34.01% [127650/375300] [102.0/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.002230] [CE 3.661 (3.774)] [KD 0.000 (0.000)] +2024-10-12 00:30:31,623 - Train: 34.03% [127700/375300] [102.1/300.0] [batch_t 0.275 (0.244)] [data_t 0.009] [optim_t 0.266] [lr 0.002229] [CE 3.699 (3.823)] [KD 0.000 (0.000)] +2024-10-12 00:30:43,703 - Train: 34.04% [127750/375300] [102.1/300.0] [batch_t 0.188 (0.241)] [data_t 0.009] [optim_t 0.179] [lr 0.002229] [CE 3.949 (3.778)] [KD 0.000 (0.000)] +2024-10-12 00:30:55,756 - Train: 34.05% [127800/375300] [102.2/300.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.002228] [CE 3.866 (3.795)] [KD 0.000 (0.000)] +2024-10-12 00:31:07,559 - Train: 34.07% [127850/375300] [102.2/300.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.002228] [CE 4.093 (3.780)] [KD 0.000 (0.000)] +2024-10-12 00:31:19,459 - Train: 34.08% [127900/375300] [102.2/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.002227] [CE 3.643 (3.795)] [KD 0.000 (0.000)] +2024-10-12 00:31:31,415 - Train: 34.09% [127950/375300] [102.3/300.0] [batch_t 0.267 (0.239)] [data_t 0.009] [optim_t 0.258] [lr 0.002227] [CE 3.947 (3.830)] [KD 0.000 (0.000)] +2024-10-12 00:31:43,305 - Train: 34.11% [128000/375300] [102.3/300.0] [batch_t 0.214 (0.238)] [data_t 0.009] [optim_t 0.206] [lr 0.002226] [CE 3.717 (3.846)] [KD 0.000 (0.000)] +2024-10-12 00:31:55,346 - Train: 34.12% [128050/375300] [102.4/300.0] [batch_t 0.261 (0.241)] [data_t 0.009] [optim_t 0.252] [lr 0.002226] [CE 4.086 (3.786)] [KD 0.000 (0.000)] +2024-10-12 00:32:07,332 - Train: 34.13% [128100/375300] [102.4/300.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.002225] [CE 3.272 (3.780)] [KD 0.000 (0.000)] +2024-10-12 00:32:19,513 - Train: 34.15% [128150/375300] [102.4/300.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.002224] [CE 3.790 (3.796)] [KD 0.000 (0.000)] +2024-10-12 00:32:31,730 - Train: 34.16% [128200/375300] [102.5/300.0] [batch_t 0.183 (0.244)] [data_t 0.009] [optim_t 0.174] [lr 0.002224] [CE 4.104 (3.835)] [KD 0.000 (0.000)] +2024-10-12 00:32:43,765 - Train: 34.17% [128250/375300] [102.5/300.0] [batch_t 0.186 (0.241)] [data_t 0.009] [optim_t 0.177] [lr 0.002223] [CE 3.470 (3.783)] [KD 0.000 (0.000)] +2024-10-12 00:32:55,680 - Train: 34.19% [128300/375300] [102.6/300.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.002223] [CE 3.715 (3.786)] [KD 0.000 (0.000)] +2024-10-12 00:33:07,645 - Train: 34.20% [128350/375300] [102.6/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.002222] [CE 3.591 (3.809)] [KD 0.000 (0.000)] +2024-10-12 00:33:19,738 - Train: 34.21% [128400/375300] [102.6/300.0] [batch_t 0.263 (0.242)] [data_t 0.009] [optim_t 0.254] [lr 0.002222] [CE 4.011 (3.790)] [KD 0.000 (0.000)] +2024-10-12 00:33:31,654 - Train: 34.23% [128450/375300] [102.7/300.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.002221] [CE 3.888 (3.832)] [KD 0.000 (0.000)] +2024-10-12 00:33:43,651 - Train: 34.24% [128500/375300] [102.7/300.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.002221] [CE 3.514 (3.797)] [KD 0.000 (0.000)] +2024-10-12 00:33:55,651 - Train: 34.25% [128550/375300] [102.8/300.0] [batch_t 0.265 (0.240)] [data_t 0.009] [optim_t 0.256] [lr 0.002220] [CE 4.027 (3.745)] [KD 0.000 (0.000)] +2024-10-12 00:34:08,085 - Train: 34.27% [128600/375300] [102.8/300.0] [batch_t 0.251 (0.249)] [data_t 0.009] [optim_t 0.242] [lr 0.002220] [CE 3.564 (3.790)] [KD 0.000 (0.000)] +2024-10-12 00:34:19,994 - Train: 34.28% [128650/375300] [102.8/300.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.002219] [CE 3.883 (3.789)] [KD 0.000 (0.000)] +2024-10-12 00:34:31,966 - Train: 34.29% [128700/375300] [102.9/300.0] [batch_t 0.257 (0.239)] [data_t 0.009] [optim_t 0.248] [lr 0.002218] [CE 4.018 (3.841)] [KD 0.000 (0.000)] +2024-10-12 00:34:43,152 - Train: 34.31% [128750/375300] [102.9/300.0] [batch_t 0.187 (0.224)] [data_t 0.009] [optim_t 0.178] [lr 0.002218] [CE 3.541 (3.763)] [KD 0.000 (0.000)] +2024-10-12 00:34:54,291 - Train: 34.32% [128800/375300] [103.0/300.0] [batch_t 0.253 (0.223)] [data_t 0.075] [optim_t 0.178] [lr 0.002217] [CE 3.989 (3.866)] [KD 0.000 (0.000)] +2024-10-12 00:35:05,531 - Train: 34.33% [128850/375300] [103.0/300.0] [batch_t 0.188 (0.225)] [data_t 0.009] [optim_t 0.180] [lr 0.002217] [CE 4.165 (3.785)] [KD 0.000 (0.000)] +2024-10-12 00:35:06,094 - ==> Total time: 8:41:48 Eta: 16:38:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:35:20,051 - Train: 34.35% [128900/375300] [103.0/300.0] [batch_t 0.188 (0.264)] [data_t 0.009] [optim_t 0.179] [lr 0.002216] [CE 4.107 (3.790)] [KD 0.000 (0.000)] +2024-10-12 00:35:32,209 - Train: 34.36% [128950/375300] [103.1/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.002216] [CE 3.077 (3.759)] [KD 0.000 (0.000)] +2024-10-12 00:35:44,018 - Train: 34.37% [129000/375300] [103.1/300.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.002215] [CE 3.517 (3.756)] [KD 0.000 (0.000)] +2024-10-12 00:35:55,946 - Train: 34.39% [129050/375300] [103.2/300.0] [batch_t 0.193 (0.238)] [data_t 0.009] [optim_t 0.184] [lr 0.002215] [CE 3.825 (3.857)] [KD 0.000 (0.000)] +2024-10-12 00:36:07,531 - Train: 34.40% [129100/375300] [103.2/300.0] [batch_t 0.227 (0.232)] [data_t 0.009] [optim_t 0.218] [lr 0.002214] [CE 3.298 (3.790)] [KD 0.000 (0.000)] +2024-10-12 00:36:19,267 - Train: 34.41% [129150/375300] [103.2/300.0] [batch_t 0.193 (0.235)] [data_t 0.009] [optim_t 0.184] [lr 0.002213] [CE 4.093 (3.838)] [KD 0.000 (0.000)] +2024-10-12 00:36:31,101 - Train: 34.43% [129200/375300] [103.3/300.0] [batch_t 0.244 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.002213] [CE 4.057 (3.844)] [KD 0.000 (0.000)] +2024-10-12 00:36:43,176 - Train: 34.44% [129250/375300] [103.3/300.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.002212] [CE 3.460 (3.783)] [KD 0.000 (0.000)] +2024-10-12 00:36:55,180 - Train: 34.45% [129300/375300] [103.4/300.0] [batch_t 0.214 (0.240)] [data_t 0.009] [optim_t 0.205] [lr 0.002212] [CE 3.957 (3.848)] [KD 0.000 (0.000)] +2024-10-12 00:37:07,417 - Train: 34.47% [129350/375300] [103.4/300.0] [batch_t 0.399 (0.245)] [data_t 0.009] [optim_t 0.390] [lr 0.002211] [CE 3.876 (3.756)] [KD 0.000 (0.000)] +2024-10-12 00:37:19,679 - Train: 34.48% [129400/375300] [103.4/300.0] [batch_t 0.258 (0.245)] [data_t 0.009] [optim_t 0.249] [lr 0.002211] [CE 3.474 (3.788)] [KD 0.000 (0.000)] +2024-10-12 00:37:31,930 - Train: 34.49% [129450/375300] [103.5/300.0] [batch_t 0.258 (0.245)] [data_t 0.009] [optim_t 0.249] [lr 0.002210] [CE 3.909 (3.792)] [KD 0.000 (0.000)] +2024-10-12 00:37:44,262 - Train: 34.51% [129500/375300] [103.5/300.0] [batch_t 0.266 (0.247)] [data_t 0.009] [optim_t 0.257] [lr 0.002210] [CE 3.790 (3.822)] [KD 0.000 (0.000)] +2024-10-12 00:37:56,311 - Train: 34.52% [129550/375300] [103.6/300.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.002209] [CE 4.165 (3.856)] [KD 0.000 (0.000)] +2024-10-12 00:38:08,583 - Train: 34.53% [129600/375300] [103.6/300.0] [batch_t 0.214 (0.245)] [data_t 0.009] [optim_t 0.204] [lr 0.002209] [CE 3.485 (3.785)] [KD 0.000 (0.000)] +2024-10-12 00:38:21,173 - Train: 34.55% [129650/375300] [103.6/300.0] [batch_t 0.237 (0.252)] [data_t 0.009] [optim_t 0.228] [lr 0.002208] [CE 3.611 (3.763)] [KD 0.000 (0.000)] +2024-10-12 00:38:33,376 - Train: 34.56% [129700/375300] [103.7/300.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.002207] [CE 3.626 (3.799)] [KD 0.000 (0.000)] +2024-10-12 00:38:45,571 - Train: 34.57% [129750/375300] [103.7/300.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002207] [CE 3.779 (3.770)] [KD 0.000 (0.000)] +2024-10-12 00:38:57,950 - Train: 34.59% [129800/375300] [103.8/300.0] [batch_t 0.292 (0.247)] [data_t 0.009] [optim_t 0.283] [lr 0.002206] [CE 3.604 (3.828)] [KD 0.000 (0.000)] +2024-10-12 00:39:09,973 - Train: 34.60% [129850/375300] [103.8/300.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.002206] [CE 3.437 (3.814)] [KD 0.000 (0.000)] +2024-10-12 00:39:22,625 - Train: 34.61% [129900/375300] [103.8/300.0] [batch_t 0.237 (0.253)] [data_t 0.009] [optim_t 0.228] [lr 0.002205] [CE 3.706 (3.755)] [KD 0.000 (0.000)] +2024-10-12 00:39:34,810 - Train: 34.63% [129950/375300] [103.9/300.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.002205] [CE 4.296 (3.790)] [KD 0.000 (0.000)] +2024-10-12 00:39:46,796 - Train: 34.64% [130000/375300] [103.9/300.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.002204] [CE 3.358 (3.752)] [KD 0.000 (0.000)] +2024-10-12 00:39:58,825 - Train: 34.65% [130050/375300] [104.0/300.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.002204] [CE 3.594 (3.790)] [KD 0.000 (0.000)] +2024-10-12 00:40:10,496 - Train: 34.67% [130100/375300] [104.0/300.0] [batch_t 0.181 (0.233)] [data_t 0.009] [optim_t 0.172] [lr 0.002203] [CE 3.593 (3.796)] [KD 0.000 (0.000)] +2024-10-12 00:40:11,222 - ==> Total time: 8:46:53 Eta: 16:33:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:40:25,465 - Train: 34.68% [130150/375300] [104.0/300.0] [batch_t 0.202 (0.263)] [data_t 0.009] [optim_t 0.193] [lr 0.002202] [CE 4.023 (3.756)] [KD 0.000 (0.000)] +2024-10-12 00:40:37,500 - Train: 34.69% [130200/375300] [104.1/300.0] [batch_t 0.252 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.002202] [CE 3.965 (3.773)] [KD 0.000 (0.000)] +2024-10-12 00:40:49,665 - Train: 34.71% [130250/375300] [104.1/300.0] [batch_t 0.222 (0.243)] [data_t 0.009] [optim_t 0.213] [lr 0.002201] [CE 3.817 (3.754)] [KD 0.000 (0.000)] +2024-10-12 00:41:01,473 - Train: 34.72% [130300/375300] [104.2/300.0] [batch_t 0.260 (0.236)] [data_t 0.009] [optim_t 0.251] [lr 0.002201] [CE 4.013 (3.803)] [KD 0.000 (0.000)] +2024-10-12 00:41:13,042 - Train: 34.73% [130350/375300] [104.2/300.0] [batch_t 0.238 (0.231)] [data_t 0.009] [optim_t 0.229] [lr 0.002200] [CE 3.795 (3.819)] [KD 0.000 (0.000)] +2024-10-12 00:41:24,836 - Train: 34.75% [130400/375300] [104.2/300.0] [batch_t 0.246 (0.236)] [data_t 0.009] [optim_t 0.237] [lr 0.002200] [CE 3.837 (3.776)] [KD 0.000 (0.000)] +2024-10-12 00:41:36,732 - Train: 34.76% [130450/375300] [104.3/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.002199] [CE 4.083 (3.789)] [KD 0.000 (0.000)] +2024-10-12 00:41:48,449 - Train: 34.77% [130500/375300] [104.3/300.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.002199] [CE 3.685 (3.732)] [KD 0.000 (0.000)] +2024-10-12 00:42:00,302 - Train: 34.79% [130550/375300] [104.4/300.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.002198] [CE 4.111 (3.792)] [KD 0.000 (0.000)] +2024-10-12 00:42:12,663 - Train: 34.80% [130600/375300] [104.4/300.0] [batch_t 0.627 (0.247)] [data_t 0.009] [optim_t 0.618] [lr 0.002198] [CE 3.438 (3.779)] [KD 0.000 (0.000)] +2024-10-12 00:42:24,754 - Train: 34.81% [130650/375300] [104.4/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.002197] [CE 3.975 (3.807)] [KD 0.000 (0.000)] +2024-10-12 00:42:37,082 - Train: 34.83% [130700/375300] [104.5/300.0] [batch_t 0.262 (0.246)] [data_t 0.009] [optim_t 0.253] [lr 0.002196] [CE 4.010 (3.728)] [KD 0.000 (0.000)] +2024-10-12 00:42:49,236 - Train: 34.84% [130750/375300] [104.5/300.0] [batch_t 0.311 (0.243)] [data_t 0.009] [optim_t 0.301] [lr 0.002196] [CE 3.817 (3.793)] [KD 0.000 (0.000)] +2024-10-12 00:43:01,420 - Train: 34.85% [130800/375300] [104.6/300.0] [batch_t 0.263 (0.244)] [data_t 0.009] [optim_t 0.254] [lr 0.002195] [CE 3.445 (3.827)] [KD 0.000 (0.000)] +2024-10-12 00:43:13,688 - Train: 34.87% [130850/375300] [104.6/300.0] [batch_t 0.207 (0.245)] [data_t 0.009] [optim_t 0.198] [lr 0.002195] [CE 4.025 (3.857)] [KD 0.000 (0.000)] +2024-10-12 00:43:25,927 - Train: 34.88% [130900/375300] [104.6/300.0] [batch_t 0.200 (0.245)] [data_t 0.009] [optim_t 0.191] [lr 0.002194] [CE 3.690 (3.766)] [KD 0.000 (0.000)] +2024-10-12 00:43:38,118 - Train: 34.89% [130950/375300] [104.7/300.0] [batch_t 0.276 (0.244)] [data_t 0.009] [optim_t 0.267] [lr 0.002194] [CE 3.932 (3.816)] [KD 0.000 (0.000)] +2024-10-12 00:43:50,619 - Train: 34.91% [131000/375300] [104.7/300.0] [batch_t 0.184 (0.250)] [data_t 0.009] [optim_t 0.175] [lr 0.002193] [CE 3.570 (3.761)] [KD 0.000 (0.000)] +2024-10-12 00:44:02,827 - Train: 34.92% [131050/375300] [104.8/300.0] [batch_t 0.227 (0.244)] [data_t 0.009] [optim_t 0.218] [lr 0.002193] [CE 3.589 (3.807)] [KD 0.000 (0.000)] +2024-10-12 00:44:15,176 - Train: 34.93% [131100/375300] [104.8/300.0] [batch_t 0.212 (0.247)] [data_t 0.009] [optim_t 0.203] [lr 0.002192] [CE 3.788 (3.792)] [KD 0.000 (0.000)] +2024-10-12 00:44:27,745 - Train: 34.95% [131150/375300] [104.8/300.0] [batch_t 0.261 (0.251)] [data_t 0.009] [optim_t 0.252] [lr 0.002191] [CE 3.570 (3.816)] [KD 0.000 (0.000)] +2024-10-12 00:44:39,815 - Train: 34.96% [131200/375300] [104.9/300.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.002191] [CE 3.810 (3.793)] [KD 0.000 (0.000)] +2024-10-12 00:44:52,088 - Train: 34.97% [131250/375300] [104.9/300.0] [batch_t 0.200 (0.245)] [data_t 0.009] [optim_t 0.191] [lr 0.002190] [CE 3.593 (3.804)] [KD 0.000 (0.000)] +2024-10-12 00:45:04,199 - Train: 34.99% [131300/375300] [105.0/300.0] [batch_t 0.192 (0.242)] [data_t 0.009] [optim_t 0.183] [lr 0.002190] [CE 3.413 (3.765)] [KD 0.000 (0.000)] +2024-10-12 00:45:15,742 - Train: 35.00% [131350/375300] [105.0/300.0] [batch_t 0.184 (0.231)] [data_t 0.009] [optim_t 0.175] [lr 0.002189] [CE 3.431 (3.797)] [KD 0.000 (0.000)] +2024-10-12 00:45:28,892 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 34950] [top5_cnt 45011] [top_all 50000] +2024-10-12 00:45:28,892 - net: 69.900 (90.022) +2024-10-12 00:45:41,139 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 38179] [top5_cnt 46627] [top_all 50000] +2024-10-12 00:45:41,139 - net_E: 76.358 (93.254) +2024-10-12 00:45:41,293 - Max [top1: 69.992 (epoch: 95)] [top1-ema: 76.358 (epoch: 105)] +2024-10-12 00:45:41,294 - ==> Total time: 8:52:24 Eta: 16:28:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:45:56,759 - Train: 35.01% [131400/375300] [105.0/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.002189] [CE 3.507 (3.747)] [KD 0.000 (0.000)] +2024-10-12 00:46:08,956 - Train: 35.03% [131450/375300] [105.1/300.0] [batch_t 0.184 (0.244)] [data_t 0.009] [optim_t 0.175] [lr 0.002188] [CE 3.775 (3.797)] [KD 0.000 (0.000)] +2024-10-12 00:46:20,560 - Train: 35.04% [131500/375300] [105.1/300.0] [batch_t 0.252 (0.232)] [data_t 0.080] [optim_t 0.173] [lr 0.002188] [CE 3.770 (3.770)] [KD 0.000 (0.000)] +2024-10-12 00:46:32,502 - Train: 35.05% [131550/375300] [105.2/300.0] [batch_t 0.273 (0.239)] [data_t 0.098] [optim_t 0.175] [lr 0.002187] [CE 3.842 (3.761)] [KD 0.000 (0.000)] +2024-10-12 00:46:44,340 - Train: 35.07% [131600/375300] [105.2/300.0] [batch_t 0.248 (0.237)] [data_t 0.073] [optim_t 0.174] [lr 0.002186] [CE 3.948 (3.728)] [KD 0.000 (0.000)] +2024-10-12 00:46:56,384 - Train: 35.08% [131650/375300] [105.2/300.0] [batch_t 0.284 (0.241)] [data_t 0.112] [optim_t 0.173] [lr 0.002186] [CE 3.934 (3.795)] [KD 0.000 (0.000)] +2024-10-12 00:47:08,434 - Train: 35.09% [131700/375300] [105.3/300.0] [batch_t 0.325 (0.241)] [data_t 0.073] [optim_t 0.252] [lr 0.002185] [CE 3.614 (3.764)] [KD 0.000 (0.000)] +2024-10-12 00:47:20,353 - Train: 35.11% [131750/375300] [105.3/300.0] [batch_t 0.253 (0.238)] [data_t 0.078] [optim_t 0.174] [lr 0.002185] [CE 3.727 (3.801)] [KD 0.000 (0.000)] +2024-10-12 00:47:32,420 - Train: 35.12% [131800/375300] [105.4/300.0] [batch_t 0.259 (0.241)] [data_t 0.009] [optim_t 0.250] [lr 0.002184] [CE 3.514 (3.799)] [KD 0.000 (0.000)] +2024-10-12 00:47:44,432 - Train: 35.13% [131850/375300] [105.4/300.0] [batch_t 0.259 (0.240)] [data_t 0.015] [optim_t 0.244] [lr 0.002184] [CE 3.931 (3.793)] [KD 0.000 (0.000)] +2024-10-12 00:47:56,516 - Train: 35.15% [131900/375300] [105.4/300.0] [batch_t 0.254 (0.242)] [data_t 0.067] [optim_t 0.187] [lr 0.002183] [CE 4.063 (3.787)] [KD 0.000 (0.000)] +2024-10-12 00:48:09,160 - Train: 35.16% [131950/375300] [105.5/300.0] [batch_t 0.284 (0.253)] [data_t 0.009] [optim_t 0.275] [lr 0.002183] [CE 4.058 (3.778)] [KD 0.000 (0.000)] +2024-10-12 00:48:21,259 - Train: 35.17% [132000/375300] [105.5/300.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.002182] [CE 3.584 (3.779)] [KD 0.000 (0.000)] +2024-10-12 00:48:33,371 - Train: 35.19% [132050/375300] [105.6/300.0] [batch_t 0.267 (0.242)] [data_t 0.009] [optim_t 0.258] [lr 0.002181] [CE 3.964 (3.779)] [KD 0.000 (0.000)] +2024-10-12 00:48:45,348 - Train: 35.20% [132100/375300] [105.6/300.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002181] [CE 3.624 (3.797)] [KD 0.000 (0.000)] +2024-10-12 00:48:57,664 - Train: 35.21% [132150/375300] [105.6/300.0] [batch_t 0.266 (0.246)] [data_t 0.009] [optim_t 0.257] [lr 0.002180] [CE 4.002 (3.766)] [KD 0.000 (0.000)] +2024-10-12 00:49:09,658 - Train: 35.23% [132200/375300] [105.7/300.0] [batch_t 0.261 (0.240)] [data_t 0.009] [optim_t 0.252] [lr 0.002180] [CE 3.661 (3.756)] [KD 0.000 (0.000)] +2024-10-12 00:49:21,767 - Train: 35.24% [132250/375300] [105.7/300.0] [batch_t 0.261 (0.242)] [data_t 0.009] [optim_t 0.252] [lr 0.002179] [CE 3.778 (3.782)] [KD 0.000 (0.000)] +2024-10-12 00:49:33,989 - Train: 35.25% [132300/375300] [105.8/300.0] [batch_t 0.257 (0.244)] [data_t 0.009] [optim_t 0.248] [lr 0.002179] [CE 3.397 (3.786)] [KD 0.000 (0.000)] +2024-10-12 00:49:45,952 - Train: 35.27% [132350/375300] [105.8/300.0] [batch_t 0.256 (0.239)] [data_t 0.009] [optim_t 0.247] [lr 0.002178] [CE 3.975 (3.766)] [KD 0.000 (0.000)] +2024-10-12 00:49:57,992 - Train: 35.28% [132400/375300] [105.8/300.0] [batch_t 0.277 (0.241)] [data_t 0.009] [optim_t 0.268] [lr 0.002178] [CE 3.604 (3.799)] [KD 0.000 (0.000)] +2024-10-12 00:50:09,977 - Train: 35.29% [132450/375300] [105.9/300.0] [batch_t 0.246 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.002177] [CE 4.090 (3.793)] [KD 0.000 (0.000)] +2024-10-12 00:50:22,028 - Train: 35.31% [132500/375300] [105.9/300.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.002176] [CE 3.771 (3.784)] [KD 0.000 (0.000)] +2024-10-12 00:50:33,924 - Train: 35.32% [132550/375300] [106.0/300.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.002176] [CE 3.678 (3.774)] [KD 0.000 (0.000)] +2024-10-12 00:50:45,565 - Train: 35.33% [132600/375300] [106.0/300.0] [batch_t 0.182 (0.233)] [data_t 0.009] [optim_t 0.173] [lr 0.002175] [CE 3.724 (3.833)] [KD 0.000 (0.000)] +2024-10-12 00:50:46,650 - ==> Total time: 8:57:29 Eta: 16:23:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:50:59,618 - Train: 35.35% [132650/375300] [106.0/300.0] [batch_t 0.338 (0.260)] [data_t 0.009] [optim_t 0.329] [lr 0.002175] [CE 3.808 (3.749)] [KD 0.000 (0.000)] +2024-10-12 00:51:11,293 - Train: 35.36% [132700/375300] [106.1/300.0] [batch_t 0.253 (0.233)] [data_t 0.009] [optim_t 0.244] [lr 0.002174] [CE 3.980 (3.753)] [KD 0.000 (0.000)] +2024-10-12 00:51:23,704 - Train: 35.37% [132750/375300] [106.1/300.0] [batch_t 0.248 (0.248)] [data_t 0.009] [optim_t 0.239] [lr 0.002174] [CE 3.779 (3.769)] [KD 0.000 (0.000)] +2024-10-12 00:51:35,975 - Train: 35.39% [132800/375300] [106.2/300.0] [batch_t 0.225 (0.245)] [data_t 0.009] [optim_t 0.216] [lr 0.002173] [CE 3.917 (3.808)] [KD 0.000 (0.000)] +2024-10-12 00:51:48,024 - Train: 35.40% [132850/375300] [106.2/300.0] [batch_t 0.184 (0.241)] [data_t 0.009] [optim_t 0.174] [lr 0.002173] [CE 3.567 (3.789)] [KD 0.000 (0.000)] +2024-10-12 00:52:00,208 - Train: 35.41% [132900/375300] [106.2/300.0] [batch_t 0.260 (0.244)] [data_t 0.009] [optim_t 0.251] [lr 0.002172] [CE 4.022 (3.779)] [KD 0.000 (0.000)] +2024-10-12 00:52:12,113 - Train: 35.42% [132950/375300] [106.3/300.0] [batch_t 0.254 (0.238)] [data_t 0.009] [optim_t 0.245] [lr 0.002171] [CE 3.844 (3.779)] [KD 0.000 (0.000)] +2024-10-12 00:52:24,115 - Train: 35.44% [133000/375300] [106.3/300.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.002171] [CE 3.489 (3.738)] [KD 0.000 (0.000)] +2024-10-12 00:52:36,393 - Train: 35.45% [133050/375300] [106.4/300.0] [batch_t 0.320 (0.245)] [data_t 0.009] [optim_t 0.311] [lr 0.002170] [CE 3.680 (3.801)] [KD 0.000 (0.000)] +2024-10-12 00:52:48,203 - Train: 35.46% [133100/375300] [106.4/300.0] [batch_t 0.215 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.002170] [CE 3.359 (3.752)] [KD 0.000 (0.000)] +2024-10-12 00:53:00,262 - Train: 35.48% [133150/375300] [106.4/300.0] [batch_t 0.258 (0.241)] [data_t 0.009] [optim_t 0.249] [lr 0.002169] [CE 3.470 (3.786)] [KD 0.000 (0.000)] +2024-10-12 00:53:12,216 - Train: 35.49% [133200/375300] [106.5/300.0] [batch_t 0.210 (0.239)] [data_t 0.009] [optim_t 0.201] [lr 0.002169] [CE 3.574 (3.759)] [KD 0.000 (0.000)] +2024-10-12 00:53:24,179 - Train: 35.50% [133250/375300] [106.5/300.0] [batch_t 0.183 (0.239)] [data_t 0.009] [optim_t 0.174] [lr 0.002168] [CE 3.971 (3.776)] [KD 0.000 (0.000)] +2024-10-12 00:53:35,877 - Train: 35.52% [133300/375300] [106.6/300.0] [batch_t 0.216 (0.234)] [data_t 0.009] [optim_t 0.207] [lr 0.002168] [CE 3.754 (3.784)] [KD 0.000 (0.000)] +2024-10-12 00:53:47,819 - Train: 35.53% [133350/375300] [106.6/300.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.210] [lr 0.002167] [CE 3.863 (3.803)] [KD 0.000 (0.000)] +2024-10-12 00:53:59,785 - Train: 35.54% [133400/375300] [106.6/300.0] [batch_t 0.190 (0.239)] [data_t 0.009] [optim_t 0.181] [lr 0.002166] [CE 3.467 (3.788)] [KD 0.000 (0.000)] +2024-10-12 00:54:11,714 - Train: 35.56% [133450/375300] [106.7/300.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.002166] [CE 3.793 (3.814)] [KD 0.000 (0.000)] +2024-10-12 00:54:23,487 - Train: 35.57% [133500/375300] [106.7/300.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.002165] [CE 3.396 (3.751)] [KD 0.000 (0.000)] +2024-10-12 00:54:34,889 - Train: 35.58% [133550/375300] [106.8/300.0] [batch_t 0.189 (0.228)] [data_t 0.009] [optim_t 0.180] [lr 0.002165] [CE 3.508 (3.757)] [KD 0.000 (0.000)] +2024-10-12 00:54:46,262 - Train: 35.60% [133600/375300] [106.8/300.0] [batch_t 0.189 (0.227)] [data_t 0.009] [optim_t 0.180] [lr 0.002164] [CE 4.004 (3.804)] [KD 0.000 (0.000)] +2024-10-12 00:54:57,583 - Train: 35.61% [133650/375300] [106.8/300.0] [batch_t 0.218 (0.226)] [data_t 0.009] [optim_t 0.208] [lr 0.002164] [CE 3.816 (3.800)] [KD 0.000 (0.000)] +2024-10-12 00:55:09,341 - Train: 35.62% [133700/375300] [106.9/300.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.002163] [CE 3.859 (3.774)] [KD 0.000 (0.000)] +2024-10-12 00:55:21,320 - Train: 35.64% [133750/375300] [106.9/300.0] [batch_t 0.186 (0.239)] [data_t 0.009] [optim_t 0.177] [lr 0.002163] [CE 3.840 (3.815)] [KD 0.000 (0.000)] +2024-10-12 00:55:33,339 - Train: 35.65% [133800/375300] [107.0/300.0] [batch_t 0.206 (0.240)] [data_t 0.032] [optim_t 0.174] [lr 0.002162] [CE 3.639 (3.774)] [KD 0.000 (0.000)] +2024-10-12 00:55:45,266 - Train: 35.66% [133850/375300] [107.0/300.0] [batch_t 0.291 (0.238)] [data_t 0.009] [optim_t 0.282] [lr 0.002161] [CE 4.025 (3.802)] [KD 0.000 (0.000)] +2024-10-12 00:55:46,537 - ==> Total time: 9:02:29 Eta: 16:18:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 00:55:59,324 - Train: 35.68% [133900/375300] [107.0/300.0] [batch_t 0.238 (0.266)] [data_t 0.009] [optim_t 0.229] [lr 0.002161] [CE 3.766 (3.774)] [KD 0.000 (0.000)] +2024-10-12 00:56:11,059 - Train: 35.69% [133950/375300] [107.1/300.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.002160] [CE 3.905 (3.777)] [KD 0.000 (0.000)] +2024-10-12 00:56:22,653 - Train: 35.70% [134000/375300] [107.1/300.0] [batch_t 0.186 (0.232)] [data_t 0.009] [optim_t 0.177] [lr 0.002160] [CE 3.357 (3.748)] [KD 0.000 (0.000)] +2024-10-12 00:56:34,500 - Train: 35.72% [134050/375300] [107.2/300.0] [batch_t 0.264 (0.237)] [data_t 0.009] [optim_t 0.254] [lr 0.002159] [CE 4.016 (3.757)] [KD 0.000 (0.000)] +2024-10-12 00:56:46,960 - Train: 35.73% [134100/375300] [107.2/300.0] [batch_t 0.480 (0.249)] [data_t 0.009] [optim_t 0.471] [lr 0.002159] [CE 3.987 (3.730)] [KD 0.000 (0.000)] +2024-10-12 00:56:58,443 - Train: 35.74% [134150/375300] [107.2/300.0] [batch_t 0.278 (0.230)] [data_t 0.009] [optim_t 0.269] [lr 0.002158] [CE 3.828 (3.780)] [KD 0.000 (0.000)] +2024-10-12 00:57:10,595 - Train: 35.76% [134200/375300] [107.3/300.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.002157] [CE 3.554 (3.794)] [KD 0.000 (0.000)] +2024-10-12 00:57:22,453 - Train: 35.77% [134250/375300] [107.3/300.0] [batch_t 0.256 (0.237)] [data_t 0.009] [optim_t 0.247] [lr 0.002157] [CE 3.848 (3.766)] [KD 0.000 (0.000)] +2024-10-12 00:57:34,483 - Train: 35.78% [134300/375300] [107.4/300.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.002156] [CE 3.457 (3.759)] [KD 0.000 (0.000)] +2024-10-12 00:57:46,395 - Train: 35.80% [134350/375300] [107.4/300.0] [batch_t 0.257 (0.238)] [data_t 0.009] [optim_t 0.248] [lr 0.002156] [CE 3.523 (3.772)] [KD 0.000 (0.000)] +2024-10-12 00:57:58,305 - Train: 35.81% [134400/375300] [107.4/300.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.002155] [CE 3.905 (3.768)] [KD 0.000 (0.000)] +2024-10-12 00:58:10,378 - Train: 35.82% [134450/375300] [107.5/300.0] [batch_t 0.264 (0.241)] [data_t 0.009] [optim_t 0.255] [lr 0.002155] [CE 3.732 (3.791)] [KD 0.000 (0.000)] +2024-10-12 00:58:22,394 - Train: 35.84% [134500/375300] [107.5/300.0] [batch_t 0.208 (0.240)] [data_t 0.009] [optim_t 0.199] [lr 0.002154] [CE 4.077 (3.804)] [KD 0.000 (0.000)] +2024-10-12 00:58:34,169 - Train: 35.85% [134550/375300] [107.6/300.0] [batch_t 0.189 (0.235)] [data_t 0.009] [optim_t 0.180] [lr 0.002154] [CE 4.029 (3.776)] [KD 0.000 (0.000)] +2024-10-12 00:58:46,040 - Train: 35.86% [134600/375300] [107.6/300.0] [batch_t 0.268 (0.237)] [data_t 0.009] [optim_t 0.259] [lr 0.002153] [CE 3.997 (3.819)] [KD 0.000 (0.000)] +2024-10-12 00:58:57,985 - Train: 35.88% [134650/375300] [107.6/300.0] [batch_t 0.210 (0.239)] [data_t 0.009] [optim_t 0.201] [lr 0.002152] [CE 3.460 (3.826)] [KD 0.000 (0.000)] +2024-10-12 00:59:09,860 - Train: 35.89% [134700/375300] [107.7/300.0] [batch_t 0.211 (0.237)] [data_t 0.009] [optim_t 0.202] [lr 0.002152] [CE 3.517 (3.806)] [KD 0.000 (0.000)] +2024-10-12 00:59:21,890 - Train: 35.90% [134750/375300] [107.7/300.0] [batch_t 0.263 (0.240)] [data_t 0.009] [optim_t 0.254] [lr 0.002151] [CE 3.866 (3.808)] [KD 0.000 (0.000)] +2024-10-12 00:59:33,289 - Train: 35.92% [134800/375300] [107.8/300.0] [batch_t 0.184 (0.228)] [data_t 0.009] [optim_t 0.175] [lr 0.002151] [CE 3.719 (3.813)] [KD 0.000 (0.000)] +2024-10-12 00:59:44,759 - Train: 35.93% [134850/375300] [107.8/300.0] [batch_t 0.213 (0.229)] [data_t 0.009] [optim_t 0.204] [lr 0.002150] [CE 4.044 (3.811)] [KD 0.000 (0.000)] +2024-10-12 00:59:56,524 - Train: 35.94% [134900/375300] [107.8/300.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.002150] [CE 3.927 (3.791)] [KD 0.000 (0.000)] +2024-10-12 01:00:08,365 - Train: 35.96% [134950/375300] [107.9/300.0] [batch_t 0.213 (0.237)] [data_t 0.009] [optim_t 0.204] [lr 0.002149] [CE 3.937 (3.792)] [KD 0.000 (0.000)] +2024-10-12 01:00:20,148 - Train: 35.97% [135000/375300] [107.9/300.0] [batch_t 0.263 (0.236)] [data_t 0.009] [optim_t 0.254] [lr 0.002149] [CE 4.007 (3.823)] [KD 0.000 (0.000)] +2024-10-12 01:00:31,913 - Train: 35.98% [135050/375300] [108.0/300.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.002148] [CE 3.810 (3.774)] [KD 0.000 (0.000)] +2024-10-12 01:00:43,581 - Train: 36.00% [135100/375300] [108.0/300.0] [batch_t 0.178 (0.233)] [data_t 0.009] [optim_t 0.170] [lr 0.002147] [CE 3.730 (3.786)] [KD 0.000 (0.000)] +2024-10-12 01:00:45,022 - ==> Total time: 9:07:27 Eta: 16:13:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:00:57,683 - Train: 36.01% [135150/375300] [108.0/300.0] [batch_t 0.446 (0.271)] [data_t 0.009] [optim_t 0.437] [lr 0.002147] [CE 4.055 (3.752)] [KD 0.000 (0.000)] +2024-10-12 01:01:09,078 - Train: 36.02% [135200/375300] [108.1/300.0] [batch_t 0.245 (0.228)] [data_t 0.009] [optim_t 0.236] [lr 0.002146] [CE 3.584 (3.770)] [KD 0.000 (0.000)] +2024-10-12 01:01:20,701 - Train: 36.04% [135250/375300] [108.1/300.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.002146] [CE 3.875 (3.767)] [KD 0.000 (0.000)] +2024-10-12 01:01:32,441 - Train: 36.05% [135300/375300] [108.2/300.0] [batch_t 0.188 (0.235)] [data_t 0.009] [optim_t 0.179] [lr 0.002145] [CE 3.679 (3.784)] [KD 0.000 (0.000)] +2024-10-12 01:01:44,259 - Train: 36.06% [135350/375300] [108.2/300.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.002145] [CE 3.740 (3.756)] [KD 0.000 (0.000)] +2024-10-12 01:01:55,890 - Train: 36.08% [135400/375300] [108.2/300.0] [batch_t 0.204 (0.233)] [data_t 0.009] [optim_t 0.195] [lr 0.002144] [CE 3.871 (3.778)] [KD 0.000 (0.000)] +2024-10-12 01:02:07,523 - Train: 36.09% [135450/375300] [108.3/300.0] [batch_t 0.204 (0.233)] [data_t 0.009] [optim_t 0.195] [lr 0.002143] [CE 4.096 (3.800)] [KD 0.000 (0.000)] +2024-10-12 01:02:19,612 - Train: 36.10% [135500/375300] [108.3/300.0] [batch_t 0.186 (0.242)] [data_t 0.009] [optim_t 0.177] [lr 0.002143] [CE 3.611 (3.804)] [KD 0.000 (0.000)] +2024-10-12 01:02:31,318 - Train: 36.12% [135550/375300] [108.4/300.0] [batch_t 0.260 (0.234)] [data_t 0.009] [optim_t 0.251] [lr 0.002142] [CE 3.936 (3.810)] [KD 0.000 (0.000)] +2024-10-12 01:02:43,147 - Train: 36.13% [135600/375300] [108.4/300.0] [batch_t 0.255 (0.236)] [data_t 0.009] [optim_t 0.246] [lr 0.002142] [CE 3.786 (3.789)] [KD 0.000 (0.000)] +2024-10-12 01:02:55,099 - Train: 36.14% [135650/375300] [108.4/300.0] [batch_t 0.215 (0.239)] [data_t 0.009] [optim_t 0.206] [lr 0.002141] [CE 3.637 (3.804)] [KD 0.000 (0.000)] +2024-10-12 01:03:06,922 - Train: 36.16% [135700/375300] [108.5/300.0] [batch_t 0.280 (0.236)] [data_t 0.009] [optim_t 0.271] [lr 0.002141] [CE 3.776 (3.762)] [KD 0.000 (0.000)] +2024-10-12 01:03:18,918 - Train: 36.17% [135750/375300] [108.5/300.0] [batch_t 0.218 (0.240)] [data_t 0.009] [optim_t 0.209] [lr 0.002140] [CE 3.578 (3.741)] [KD 0.000 (0.000)] +2024-10-12 01:03:30,734 - Train: 36.18% [135800/375300] [108.6/300.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.002139] [CE 3.775 (3.749)] [KD 0.000 (0.000)] +2024-10-12 01:03:42,771 - Train: 36.20% [135850/375300] [108.6/300.0] [batch_t 0.184 (0.241)] [data_t 0.009] [optim_t 0.175] [lr 0.002139] [CE 3.852 (3.776)] [KD 0.000 (0.000)] +2024-10-12 01:03:54,435 - Train: 36.21% [135900/375300] [108.6/300.0] [batch_t 0.250 (0.233)] [data_t 0.009] [optim_t 0.241] [lr 0.002138] [CE 4.026 (3.799)] [KD 0.000 (0.000)] +2024-10-12 01:04:06,152 - Train: 36.22% [135950/375300] [108.7/300.0] [batch_t 0.185 (0.234)] [data_t 0.009] [optim_t 0.176] [lr 0.002138] [CE 3.367 (3.753)] [KD 0.000 (0.000)] +2024-10-12 01:04:17,645 - Train: 36.24% [136000/375300] [108.7/300.0] [batch_t 0.186 (0.230)] [data_t 0.009] [optim_t 0.177] [lr 0.002137] [CE 3.689 (3.745)] [KD 0.000 (0.000)] +2024-10-12 01:04:29,498 - Train: 36.25% [136050/375300] [108.8/300.0] [batch_t 0.192 (0.237)] [data_t 0.009] [optim_t 0.183] [lr 0.002137] [CE 3.882 (3.780)] [KD 0.000 (0.000)] +2024-10-12 01:04:41,187 - Train: 36.26% [136100/375300] [108.8/300.0] [batch_t 0.245 (0.234)] [data_t 0.009] [optim_t 0.236] [lr 0.002136] [CE 3.833 (3.770)] [KD 0.000 (0.000)] +2024-10-12 01:04:52,765 - Train: 36.28% [136150/375300] [108.8/300.0] [batch_t 0.229 (0.231)] [data_t 0.009] [optim_t 0.220] [lr 0.002136] [CE 3.675 (3.776)] [KD 0.000 (0.000)] +2024-10-12 01:05:04,534 - Train: 36.29% [136200/375300] [108.9/300.0] [batch_t 0.271 (0.235)] [data_t 0.009] [optim_t 0.262] [lr 0.002135] [CE 4.105 (3.774)] [KD 0.000 (0.000)] +2024-10-12 01:05:16,273 - Train: 36.30% [136250/375300] [108.9/300.0] [batch_t 0.214 (0.235)] [data_t 0.009] [optim_t 0.205] [lr 0.002134] [CE 3.422 (3.829)] [KD 0.000 (0.000)] +2024-10-12 01:05:28,199 - Train: 36.32% [136300/375300] [109.0/300.0] [batch_t 0.350 (0.238)] [data_t 0.009] [optim_t 0.341] [lr 0.002134] [CE 3.905 (3.758)] [KD 0.000 (0.000)] +2024-10-12 01:05:39,711 - Train: 36.33% [136350/375300] [109.0/300.0] [batch_t 0.179 (0.230)] [data_t 0.009] [optim_t 0.170] [lr 0.002133] [CE 3.948 (3.780)] [KD 0.000 (0.000)] +2024-10-12 01:05:41,330 - ==> Total time: 9:12:24 Eta: 16:07:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:05:53,957 - Train: 36.34% [136400/375300] [109.0/300.0] [batch_t 0.221 (0.277)] [data_t 0.009] [optim_t 0.212] [lr 0.002133] [CE 3.726 (3.764)] [KD 0.000 (0.000)] +2024-10-12 01:06:05,731 - Train: 36.36% [136450/375300] [109.1/300.0] [batch_t 0.204 (0.235)] [data_t 0.009] [optim_t 0.195] [lr 0.002132] [CE 4.223 (3.806)] [KD 0.000 (0.000)] +2024-10-12 01:06:17,715 - Train: 36.37% [136500/375300] [109.1/300.0] [batch_t 0.458 (0.240)] [data_t 0.010] [optim_t 0.448] [lr 0.002132] [CE 3.521 (3.758)] [KD 0.000 (0.000)] +2024-10-12 01:06:29,240 - Train: 36.38% [136550/375300] [109.2/300.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.212] [lr 0.002131] [CE 3.622 (3.719)] [KD 0.000 (0.000)] +2024-10-12 01:06:41,073 - Train: 36.40% [136600/375300] [109.2/300.0] [batch_t 0.185 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.002130] [CE 3.563 (3.737)] [KD 0.000 (0.000)] +2024-10-12 01:06:52,778 - Train: 36.41% [136650/375300] [109.2/300.0] [batch_t 0.242 (0.234)] [data_t 0.010] [optim_t 0.232] [lr 0.002130] [CE 3.674 (3.730)] [KD 0.000 (0.000)] +2024-10-12 01:07:04,543 - Train: 36.42% [136700/375300] [109.3/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.176] [lr 0.002129] [CE 3.920 (3.762)] [KD 0.000 (0.000)] +2024-10-12 01:07:16,355 - Train: 36.44% [136750/375300] [109.3/300.0] [batch_t 0.185 (0.236)] [data_t 0.009] [optim_t 0.176] [lr 0.002129] [CE 3.845 (3.787)] [KD 0.000 (0.000)] +2024-10-12 01:07:28,298 - Train: 36.45% [136800/375300] [109.4/300.0] [batch_t 0.186 (0.239)] [data_t 0.009] [optim_t 0.177] [lr 0.002128] [CE 3.743 (3.746)] [KD 0.000 (0.000)] +2024-10-12 01:07:40,700 - Train: 36.46% [136850/375300] [109.4/300.0] [batch_t 0.272 (0.248)] [data_t 0.009] [optim_t 0.264] [lr 0.002128] [CE 3.372 (3.790)] [KD 0.000 (0.000)] +2024-10-12 01:07:52,711 - Train: 36.48% [136900/375300] [109.4/300.0] [batch_t 0.283 (0.240)] [data_t 0.009] [optim_t 0.274] [lr 0.002127] [CE 3.867 (3.784)] [KD 0.000 (0.000)] +2024-10-12 01:08:04,600 - Train: 36.49% [136950/375300] [109.5/300.0] [batch_t 0.250 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.002127] [CE 3.881 (3.774)] [KD 0.000 (0.000)] +2024-10-12 01:08:16,689 - Train: 36.50% [137000/375300] [109.5/300.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.002126] [CE 4.155 (3.814)] [KD 0.000 (0.000)] +2024-10-12 01:08:28,211 - Train: 36.52% [137050/375300] [109.6/300.0] [batch_t 0.223 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.002125] [CE 3.647 (3.763)] [KD 0.000 (0.000)] +2024-10-12 01:08:39,700 - Train: 36.53% [137100/375300] [109.6/300.0] [batch_t 0.240 (0.230)] [data_t 0.009] [optim_t 0.231] [lr 0.002125] [CE 3.803 (3.814)] [KD 0.000 (0.000)] +2024-10-12 01:08:51,930 - Train: 36.54% [137150/375300] [109.6/300.0] [batch_t 0.259 (0.244)] [data_t 0.009] [optim_t 0.250] [lr 0.002124] [CE 3.970 (3.750)] [KD 0.000 (0.000)] +2024-10-12 01:09:03,398 - Train: 36.56% [137200/375300] [109.7/300.0] [batch_t 0.233 (0.229)] [data_t 0.009] [optim_t 0.223] [lr 0.002124] [CE 3.522 (3.771)] [KD 0.000 (0.000)] +2024-10-12 01:09:15,541 - Train: 36.57% [137250/375300] [109.7/300.0] [batch_t 0.189 (0.243)] [data_t 0.009] [optim_t 0.180] [lr 0.002123] [CE 3.739 (3.780)] [KD 0.000 (0.000)] +2024-10-12 01:09:27,500 - Train: 36.58% [137300/375300] [109.8/300.0] [batch_t 0.302 (0.239)] [data_t 0.009] [optim_t 0.294] [lr 0.002123] [CE 3.901 (3.752)] [KD 0.000 (0.000)] +2024-10-12 01:09:39,195 - Train: 36.60% [137350/375300] [109.8/300.0] [batch_t 0.284 (0.234)] [data_t 0.009] [optim_t 0.275] [lr 0.002122] [CE 4.048 (3.787)] [KD 0.000 (0.000)] +2024-10-12 01:09:50,922 - Train: 36.61% [137400/375300] [109.8/300.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.002121] [CE 4.154 (3.796)] [KD 0.000 (0.000)] +2024-10-12 01:10:02,700 - Train: 36.62% [137450/375300] [109.9/300.0] [batch_t 0.295 (0.235)] [data_t 0.009] [optim_t 0.286] [lr 0.002121] [CE 4.021 (3.733)] [KD 0.000 (0.000)] +2024-10-12 01:10:14,434 - Train: 36.64% [137500/375300] [109.9/300.0] [batch_t 0.262 (0.235)] [data_t 0.009] [optim_t 0.253] [lr 0.002120] [CE 3.571 (3.755)] [KD 0.000 (0.000)] +2024-10-12 01:10:26,489 - Train: 36.65% [137550/375300] [110.0/300.0] [batch_t 0.257 (0.241)] [data_t 0.009] [optim_t 0.248] [lr 0.002120] [CE 3.896 (3.738)] [KD 0.000 (0.000)] +2024-10-12 01:10:37,949 - Train: 36.66% [137600/375300] [110.0/300.0] [batch_t 0.195 (0.229)] [data_t 0.009] [optim_t 0.187] [lr 0.002119] [CE 3.838 (3.786)] [KD 0.000 (0.000)] +2024-10-12 01:10:52,259 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 35195] [top5_cnt 45107] [top_all 50000] +2024-10-12 01:10:52,259 - net: 70.390 (90.214) +2024-10-12 01:11:04,467 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 38272] [top5_cnt 46659] [top_all 50000] +2024-10-12 01:11:04,468 - net_E: 76.544 (93.318) +2024-10-12 01:11:04,618 - Max [top1: 70.390 (epoch: 110)] [top1-ema: 76.544 (epoch: 110)] +2024-10-12 01:11:04,618 - ==> Total time: 9:17:47 Eta: 16:03:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:11:20,645 - Train: 36.68% [137650/375300] [110.0/300.0] [batch_t 0.635 (0.250)] [data_t 0.009] [optim_t 0.626] [lr 0.002119] [CE 3.778 (3.795)] [KD 0.000 (0.000)] +2024-10-12 01:11:31,765 - Train: 36.69% [137700/375300] [110.1/300.0] [batch_t 0.253 (0.222)] [data_t 0.009] [optim_t 0.244] [lr 0.002118] [CE 3.824 (3.792)] [KD 0.000 (0.000)] +2024-10-12 01:11:43,459 - Train: 36.70% [137750/375300] [110.1/300.0] [batch_t 0.262 (0.234)] [data_t 0.009] [optim_t 0.253] [lr 0.002117] [CE 3.919 (3.751)] [KD 0.000 (0.000)] +2024-10-12 01:11:55,101 - Train: 36.72% [137800/375300] [110.2/300.0] [batch_t 0.255 (0.233)] [data_t 0.009] [optim_t 0.246] [lr 0.002117] [CE 3.584 (3.750)] [KD 0.000 (0.000)] +2024-10-12 01:12:06,861 - Train: 36.73% [137850/375300] [110.2/300.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.002116] [CE 3.794 (3.778)] [KD 0.000 (0.000)] +2024-10-12 01:12:18,436 - Train: 36.74% [137900/375300] [110.2/300.0] [batch_t 0.184 (0.231)] [data_t 0.009] [optim_t 0.176] [lr 0.002116] [CE 3.616 (3.811)] [KD 0.000 (0.000)] +2024-10-12 01:12:29,974 - Train: 36.76% [137950/375300] [110.3/300.0] [batch_t 0.209 (0.231)] [data_t 0.009] [optim_t 0.200] [lr 0.002115] [CE 3.845 (3.772)] [KD 0.000 (0.000)] +2024-10-12 01:12:41,643 - Train: 36.77% [138000/375300] [110.3/300.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.002115] [CE 3.843 (3.744)] [KD 0.000 (0.000)] +2024-10-12 01:12:53,679 - Train: 36.78% [138050/375300] [110.4/300.0] [batch_t 0.403 (0.241)] [data_t 0.009] [optim_t 0.394] [lr 0.002114] [CE 3.987 (3.823)] [KD 0.000 (0.000)] +2024-10-12 01:13:05,360 - Train: 36.80% [138100/375300] [110.4/300.0] [batch_t 0.249 (0.234)] [data_t 0.009] [optim_t 0.240] [lr 0.002113] [CE 3.450 (3.789)] [KD 0.000 (0.000)] +2024-10-12 01:13:17,335 - Train: 36.81% [138150/375300] [110.4/300.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.213] [lr 0.002113] [CE 3.711 (3.789)] [KD 0.000 (0.000)] +2024-10-12 01:13:28,876 - Train: 36.82% [138200/375300] [110.5/300.0] [batch_t 0.217 (0.231)] [data_t 0.009] [optim_t 0.208] [lr 0.002112] [CE 3.626 (3.785)] [KD 0.000 (0.000)] +2024-10-12 01:13:40,517 - Train: 36.84% [138250/375300] [110.5/300.0] [batch_t 0.194 (0.233)] [data_t 0.009] [optim_t 0.185] [lr 0.002112] [CE 3.715 (3.738)] [KD 0.000 (0.000)] +2024-10-12 01:13:52,387 - Train: 36.85% [138300/375300] [110.6/300.0] [batch_t 0.188 (0.237)] [data_t 0.009] [optim_t 0.179] [lr 0.002111] [CE 3.880 (3.778)] [KD 0.000 (0.000)] +2024-10-12 01:14:04,255 - Train: 36.86% [138350/375300] [110.6/300.0] [batch_t 0.206 (0.237)] [data_t 0.009] [optim_t 0.197] [lr 0.002111] [CE 3.865 (3.781)] [KD 0.000 (0.000)] +2024-10-12 01:14:16,018 - Train: 36.88% [138400/375300] [110.6/300.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002110] [CE 3.597 (3.811)] [KD 0.000 (0.000)] +2024-10-12 01:14:27,943 - Train: 36.89% [138450/375300] [110.7/300.0] [batch_t 0.188 (0.238)] [data_t 0.009] [optim_t 0.179] [lr 0.002109] [CE 3.738 (3.749)] [KD 0.000 (0.000)] +2024-10-12 01:14:39,645 - Train: 36.90% [138500/375300] [110.7/300.0] [batch_t 0.271 (0.234)] [data_t 0.009] [optim_t 0.262] [lr 0.002109] [CE 3.737 (3.758)] [KD 0.000 (0.000)] +2024-10-12 01:14:51,529 - Train: 36.92% [138550/375300] [110.8/300.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.002108] [CE 3.620 (3.788)] [KD 0.000 (0.000)] +2024-10-12 01:15:03,302 - Train: 36.93% [138600/375300] [110.8/300.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.002108] [CE 3.842 (3.775)] [KD 0.000 (0.000)] +2024-10-12 01:15:15,172 - Train: 36.94% [138650/375300] [110.8/300.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.002107] [CE 3.526 (3.788)] [KD 0.000 (0.000)] +2024-10-12 01:15:27,125 - Train: 36.96% [138700/375300] [110.9/300.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.002107] [CE 3.801 (3.778)] [KD 0.000 (0.000)] +2024-10-12 01:15:38,773 - Train: 36.97% [138750/375300] [110.9/300.0] [batch_t 0.196 (0.233)] [data_t 0.009] [optim_t 0.187] [lr 0.002106] [CE 3.681 (3.746)] [KD 0.000 (0.000)] +2024-10-12 01:15:50,551 - Train: 36.98% [138800/375300] [111.0/300.0] [batch_t 0.321 (0.235)] [data_t 0.123] [optim_t 0.198] [lr 0.002105] [CE 3.830 (3.774)] [KD 0.000 (0.000)] +2024-10-12 01:16:02,374 - Train: 37.00% [138850/375300] [111.0/300.0] [batch_t 0.185 (0.236)] [data_t 0.009] [optim_t 0.177] [lr 0.002105] [CE 4.062 (3.800)] [KD 0.000 (0.000)] +2024-10-12 01:16:04,393 - ==> Total time: 9:22:47 Eta: 15:58:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:16:17,391 - Train: 37.01% [138900/375300] [111.0/300.0] [batch_t 0.184 (0.241)] [data_t 0.009] [optim_t 0.175] [lr 0.002104] [CE 3.444 (3.722)] [KD 0.000 (0.000)] +2024-10-12 01:16:28,818 - Train: 37.02% [138950/375300] [111.1/300.0] [batch_t 0.246 (0.228)] [data_t 0.068] [optim_t 0.178] [lr 0.002104] [CE 3.832 (3.733)] [KD 0.000 (0.000)] +2024-10-12 01:16:40,188 - Train: 37.04% [139000/375300] [111.1/300.0] [batch_t 0.221 (0.227)] [data_t 0.046] [optim_t 0.175] [lr 0.002103] [CE 3.613 (3.753)] [KD 0.000 (0.000)] +2024-10-12 01:16:51,985 - Train: 37.05% [139050/375300] [111.2/300.0] [batch_t 0.237 (0.236)] [data_t 0.060] [optim_t 0.177] [lr 0.002103] [CE 3.747 (3.787)] [KD 0.000 (0.000)] +2024-10-12 01:17:03,426 - Train: 37.06% [139100/375300] [111.2/300.0] [batch_t 0.257 (0.229)] [data_t 0.040] [optim_t 0.217] [lr 0.002102] [CE 4.033 (3.814)] [KD 0.000 (0.000)] +2024-10-12 01:17:15,187 - Train: 37.08% [139150/375300] [111.2/300.0] [batch_t 0.231 (0.235)] [data_t 0.029] [optim_t 0.202] [lr 0.002101] [CE 3.522 (3.765)] [KD 0.000 (0.000)] +2024-10-12 01:17:27,140 - Train: 37.09% [139200/375300] [111.3/300.0] [batch_t 0.265 (0.239)] [data_t 0.083] [optim_t 0.182] [lr 0.002101] [CE 3.468 (3.703)] [KD 0.000 (0.000)] +2024-10-12 01:17:39,145 - Train: 37.10% [139250/375300] [111.3/300.0] [batch_t 0.184 (0.240)] [data_t 0.009] [optim_t 0.175] [lr 0.002100] [CE 3.846 (3.793)] [KD 0.000 (0.000)] +2024-10-12 01:17:51,012 - Train: 37.12% [139300/375300] [111.4/300.0] [batch_t 0.270 (0.237)] [data_t 0.009] [optim_t 0.261] [lr 0.002100] [CE 3.245 (3.746)] [KD 0.000 (0.000)] +2024-10-12 01:18:03,040 - Train: 37.13% [139350/375300] [111.4/300.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.002099] [CE 3.981 (3.795)] [KD 0.000 (0.000)] +2024-10-12 01:18:15,041 - Train: 37.14% [139400/375300] [111.4/300.0] [batch_t 0.281 (0.240)] [data_t 0.009] [optim_t 0.272] [lr 0.002099] [CE 3.549 (3.774)] [KD 0.000 (0.000)] +2024-10-12 01:18:27,099 - Train: 37.16% [139450/375300] [111.5/300.0] [batch_t 0.272 (0.241)] [data_t 0.009] [optim_t 0.263] [lr 0.002098] [CE 3.800 (3.751)] [KD 0.000 (0.000)] +2024-10-12 01:18:39,079 - Train: 37.17% [139500/375300] [111.5/300.0] [batch_t 0.187 (0.239)] [data_t 0.009] [optim_t 0.178] [lr 0.002097] [CE 3.731 (3.780)] [KD 0.000 (0.000)] +2024-10-12 01:18:51,070 - Train: 37.18% [139550/375300] [111.6/300.0] [batch_t 0.199 (0.240)] [data_t 0.009] [optim_t 0.190] [lr 0.002097] [CE 3.652 (3.769)] [KD 0.000 (0.000)] +2024-10-12 01:19:03,023 - Train: 37.20% [139600/375300] [111.6/300.0] [batch_t 0.252 (0.239)] [data_t 0.009] [optim_t 0.243] [lr 0.002096] [CE 4.050 (3.787)] [KD 0.000 (0.000)] +2024-10-12 01:19:14,629 - Train: 37.21% [139650/375300] [111.6/300.0] [batch_t 0.245 (0.232)] [data_t 0.014] [optim_t 0.231] [lr 0.002096] [CE 4.115 (3.768)] [KD 0.000 (0.000)] +2024-10-12 01:19:26,652 - Train: 37.22% [139700/375300] [111.7/300.0] [batch_t 0.180 (0.240)] [data_t 0.009] [optim_t 0.172] [lr 0.002095] [CE 3.863 (3.814)] [KD 0.000 (0.000)] +2024-10-12 01:19:38,260 - Train: 37.24% [139750/375300] [111.7/300.0] [batch_t 0.246 (0.232)] [data_t 0.070] [optim_t 0.176] [lr 0.002095] [CE 3.785 (3.798)] [KD 0.000 (0.000)] +2024-10-12 01:19:50,509 - Train: 37.25% [139800/375300] [111.8/300.0] [batch_t 0.185 (0.245)] [data_t 0.009] [optim_t 0.176] [lr 0.002094] [CE 4.155 (3.767)] [KD 0.000 (0.000)] +2024-10-12 01:20:01,750 - Train: 37.26% [139850/375300] [111.8/300.0] [batch_t 0.211 (0.225)] [data_t 0.031] [optim_t 0.180] [lr 0.002093] [CE 3.802 (3.755)] [KD 0.000 (0.000)] +2024-10-12 01:20:13,762 - Train: 37.28% [139900/375300] [111.8/300.0] [batch_t 0.187 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.002093] [CE 3.598 (3.793)] [KD 0.000 (0.000)] +2024-10-12 01:20:25,548 - Train: 37.29% [139950/375300] [111.9/300.0] [batch_t 0.253 (0.236)] [data_t 0.082] [optim_t 0.172] [lr 0.002092] [CE 3.565 (3.739)] [KD 0.000 (0.000)] +2024-10-12 01:20:37,382 - Train: 37.30% [140000/375300] [111.9/300.0] [batch_t 0.240 (0.237)] [data_t 0.064] [optim_t 0.176] [lr 0.002092] [CE 3.529 (3.755)] [KD 0.000 (0.000)] +2024-10-12 01:20:49,148 - Train: 37.32% [140050/375300] [112.0/300.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.002091] [CE 3.754 (3.762)] [KD 0.000 (0.000)] +2024-10-12 01:21:00,973 - Train: 37.33% [140100/375300] [112.0/300.0] [batch_t 0.234 (0.236)] [data_t 0.028] [optim_t 0.206] [lr 0.002091] [CE 3.645 (3.772)] [KD 0.000 (0.000)] +2024-10-12 01:21:03,146 - ==> Total time: 9:27:45 Eta: 15:53:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:21:16,742 - Train: 37.34% [140150/375300] [112.0/300.0] [batch_t 0.188 (0.242)] [data_t 0.009] [optim_t 0.179] [lr 0.002090] [CE 3.730 (3.765)] [KD 0.000 (0.000)] +2024-10-12 01:21:27,646 - Train: 37.36% [140200/375300] [112.1/300.0] [batch_t 0.237 (0.218)] [data_t 0.061] [optim_t 0.176] [lr 0.002089] [CE 3.957 (3.758)] [KD 0.000 (0.000)] +2024-10-12 01:21:39,166 - Train: 37.37% [140250/375300] [112.1/300.0] [batch_t 0.222 (0.230)] [data_t 0.047] [optim_t 0.175] [lr 0.002089] [CE 4.108 (3.794)] [KD 0.000 (0.000)] +2024-10-12 01:21:50,611 - Train: 37.38% [140300/375300] [112.2/300.0] [batch_t 0.252 (0.229)] [data_t 0.076] [optim_t 0.175] [lr 0.002088] [CE 3.463 (3.783)] [KD 0.000 (0.000)] +2024-10-12 01:22:02,007 - Train: 37.40% [140350/375300] [112.2/300.0] [batch_t 0.185 (0.228)] [data_t 0.009] [optim_t 0.176] [lr 0.002088] [CE 3.894 (3.750)] [KD 0.000 (0.000)] +2024-10-12 01:22:13,489 - Train: 37.41% [140400/375300] [112.2/300.0] [batch_t 0.266 (0.230)] [data_t 0.089] [optim_t 0.177] [lr 0.002087] [CE 3.812 (3.802)] [KD 0.000 (0.000)] +2024-10-12 01:22:24,854 - Train: 37.42% [140450/375300] [112.3/300.0] [batch_t 0.218 (0.227)] [data_t 0.039] [optim_t 0.179] [lr 0.002087] [CE 3.970 (3.720)] [KD 0.000 (0.000)] +2024-10-12 01:22:36,349 - Train: 37.44% [140500/375300] [112.3/300.0] [batch_t 0.183 (0.230)] [data_t 0.009] [optim_t 0.174] [lr 0.002086] [CE 3.922 (3.759)] [KD 0.000 (0.000)] +2024-10-12 01:22:47,734 - Train: 37.45% [140550/375300] [112.4/300.0] [batch_t 0.224 (0.228)] [data_t 0.052] [optim_t 0.172] [lr 0.002085] [CE 3.704 (3.783)] [KD 0.000 (0.000)] +2024-10-12 01:22:59,213 - Train: 37.46% [140600/375300] [112.4/300.0] [batch_t 0.239 (0.229)] [data_t 0.065] [optim_t 0.174] [lr 0.002085] [CE 3.852 (3.746)] [KD 0.000 (0.000)] +2024-10-12 01:23:10,624 - Train: 37.48% [140650/375300] [112.4/300.0] [batch_t 0.215 (0.228)] [data_t 0.041] [optim_t 0.174] [lr 0.002084] [CE 3.912 (3.764)] [KD 0.000 (0.000)] +2024-10-12 01:23:22,153 - Train: 37.49% [140700/375300] [112.5/300.0] [batch_t 0.202 (0.230)] [data_t 0.030] [optim_t 0.173] [lr 0.002084] [CE 3.966 (3.789)] [KD 0.000 (0.000)] +2024-10-12 01:23:33,662 - Train: 37.50% [140750/375300] [112.5/300.0] [batch_t 0.246 (0.230)] [data_t 0.071] [optim_t 0.175] [lr 0.002083] [CE 3.951 (3.814)] [KD 0.000 (0.000)] +2024-10-12 01:23:44,923 - Train: 37.52% [140800/375300] [112.5/300.0] [batch_t 0.248 (0.225)] [data_t 0.074] [optim_t 0.174] [lr 0.002083] [CE 3.659 (3.746)] [KD 0.000 (0.000)] +2024-10-12 01:23:56,582 - Train: 37.53% [140850/375300] [112.6/300.0] [batch_t 0.233 (0.233)] [data_t 0.057] [optim_t 0.176] [lr 0.002082] [CE 3.682 (3.732)] [KD 0.000 (0.000)] +2024-10-12 01:24:08,233 - Train: 37.54% [140900/375300] [112.6/300.0] [batch_t 0.244 (0.233)] [data_t 0.069] [optim_t 0.176] [lr 0.002081] [CE 3.914 (3.745)] [KD 0.000 (0.000)] +2024-10-12 01:24:20,023 - Train: 37.56% [140950/375300] [112.7/300.0] [batch_t 0.234 (0.236)] [data_t 0.061] [optim_t 0.173] [lr 0.002081] [CE 3.825 (3.762)] [KD 0.000 (0.000)] +2024-10-12 01:24:31,938 - Train: 37.57% [141000/375300] [112.7/300.0] [batch_t 0.251 (0.238)] [data_t 0.077] [optim_t 0.174] [lr 0.002080] [CE 3.964 (3.801)] [KD 0.000 (0.000)] +2024-10-12 01:24:43,883 - Train: 37.58% [141050/375300] [112.7/300.0] [batch_t 0.268 (0.239)] [data_t 0.052] [optim_t 0.217] [lr 0.002080] [CE 3.835 (3.750)] [KD 0.000 (0.000)] +2024-10-12 01:24:55,634 - Train: 37.60% [141100/375300] [112.8/300.0] [batch_t 0.191 (0.235)] [data_t 0.009] [optim_t 0.182] [lr 0.002079] [CE 4.104 (3.803)] [KD 0.000 (0.000)] +2024-10-12 01:25:07,396 - Train: 37.61% [141150/375300] [112.8/300.0] [batch_t 0.185 (0.235)] [data_t 0.009] [optim_t 0.176] [lr 0.002079] [CE 3.785 (3.766)] [KD 0.000 (0.000)] +2024-10-12 01:25:18,748 - Train: 37.62% [141200/375300] [112.9/300.0] [batch_t 0.227 (0.227)] [data_t 0.009] [optim_t 0.218] [lr 0.002078] [CE 3.768 (3.778)] [KD 0.000 (0.000)] +2024-10-12 01:25:30,186 - Train: 37.64% [141250/375300] [112.9/300.0] [batch_t 0.248 (0.229)] [data_t 0.009] [optim_t 0.239] [lr 0.002077] [CE 3.824 (3.739)] [KD 0.000 (0.000)] +2024-10-12 01:25:41,654 - Train: 37.65% [141300/375300] [112.9/300.0] [batch_t 0.211 (0.229)] [data_t 0.032] [optim_t 0.179] [lr 0.002077] [CE 4.202 (3.775)] [KD 0.000 (0.000)] +2024-10-12 01:25:52,980 - Train: 37.66% [141350/375300] [113.0/300.0] [batch_t 0.182 (0.226)] [data_t 0.009] [optim_t 0.173] [lr 0.002076] [CE 4.073 (3.805)] [KD 0.000 (0.000)] +2024-10-12 01:25:55,426 - ==> Total time: 9:32:38 Eta: 15:47:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:26:06,749 - Train: 37.68% [141400/375300] [113.0/300.0] [batch_t 0.479 (0.269)] [data_t 0.304] [optim_t 0.176] [lr 0.002076] [CE 3.753 (3.748)] [KD 0.000 (0.000)] +2024-10-12 01:26:18,128 - Train: 37.69% [141450/375300] [113.1/300.0] [batch_t 0.190 (0.227)] [data_t 0.009] [optim_t 0.181] [lr 0.002075] [CE 3.859 (3.764)] [KD 0.000 (0.000)] +2024-10-12 01:26:29,630 - Train: 37.70% [141500/375300] [113.1/300.0] [batch_t 0.245 (0.230)] [data_t 0.068] [optim_t 0.176] [lr 0.002075] [CE 3.793 (3.764)] [KD 0.000 (0.000)] +2024-10-12 01:26:41,305 - Train: 37.72% [141550/375300] [113.1/300.0] [batch_t 0.223 (0.233)] [data_t 0.049] [optim_t 0.174] [lr 0.002074] [CE 3.785 (3.811)] [KD 0.000 (0.000)] +2024-10-12 01:26:53,355 - Train: 37.73% [141600/375300] [113.2/300.0] [batch_t 0.250 (0.241)] [data_t 0.009] [optim_t 0.241] [lr 0.002073] [CE 3.837 (3.797)] [KD 0.000 (0.000)] +2024-10-12 01:27:05,402 - Train: 37.74% [141650/375300] [113.2/300.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.002073] [CE 3.658 (3.717)] [KD 0.000 (0.000)] +2024-10-12 01:27:16,936 - Train: 37.76% [141700/375300] [113.3/300.0] [batch_t 0.267 (0.231)] [data_t 0.009] [optim_t 0.258] [lr 0.002072] [CE 4.227 (3.749)] [KD 0.000 (0.000)] +2024-10-12 01:27:29,085 - Train: 37.77% [141750/375300] [113.3/300.0] [batch_t 0.239 (0.243)] [data_t 0.009] [optim_t 0.230] [lr 0.002072] [CE 3.947 (3.752)] [KD 0.000 (0.000)] +2024-10-12 01:27:40,889 - Train: 37.78% [141800/375300] [113.3/300.0] [batch_t 0.275 (0.236)] [data_t 0.009] [optim_t 0.266] [lr 0.002071] [CE 3.767 (3.749)] [KD 0.000 (0.000)] +2024-10-12 01:27:52,842 - Train: 37.80% [141850/375300] [113.4/300.0] [batch_t 0.270 (0.239)] [data_t 0.009] [optim_t 0.261] [lr 0.002070] [CE 3.584 (3.744)] [KD 0.000 (0.000)] +2024-10-12 01:28:04,735 - Train: 37.81% [141900/375300] [113.4/300.0] [batch_t 0.268 (0.238)] [data_t 0.009] [optim_t 0.259] [lr 0.002070] [CE 3.927 (3.720)] [KD 0.000 (0.000)] +2024-10-12 01:28:16,670 - Train: 37.82% [141950/375300] [113.5/300.0] [batch_t 0.254 (0.239)] [data_t 0.009] [optim_t 0.245] [lr 0.002069] [CE 3.738 (3.800)] [KD 0.000 (0.000)] +2024-10-12 01:28:28,552 - Train: 37.84% [142000/375300] [113.5/300.0] [batch_t 0.249 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.002069] [CE 3.648 (3.763)] [KD 0.000 (0.000)] +2024-10-12 01:28:40,037 - Train: 37.85% [142050/375300] [113.5/300.0] [batch_t 0.183 (0.230)] [data_t 0.009] [optim_t 0.174] [lr 0.002068] [CE 3.471 (3.759)] [KD 0.000 (0.000)] +2024-10-12 01:28:51,707 - Train: 37.86% [142100/375300] [113.6/300.0] [batch_t 0.238 (0.233)] [data_t 0.009] [optim_t 0.229] [lr 0.002068] [CE 3.980 (3.811)] [KD 0.000 (0.000)] +2024-10-12 01:29:03,449 - Train: 37.88% [142150/375300] [113.6/300.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.002067] [CE 4.043 (3.797)] [KD 0.000 (0.000)] +2024-10-12 01:29:15,049 - Train: 37.89% [142200/375300] [113.7/300.0] [batch_t 0.237 (0.232)] [data_t 0.009] [optim_t 0.228] [lr 0.002066] [CE 3.875 (3.735)] [KD 0.000 (0.000)] +2024-10-12 01:29:26,693 - Train: 37.90% [142250/375300] [113.7/300.0] [batch_t 0.195 (0.233)] [data_t 0.009] [optim_t 0.186] [lr 0.002066] [CE 3.606 (3.762)] [KD 0.000 (0.000)] +2024-10-12 01:29:38,524 - Train: 37.92% [142300/375300] [113.7/300.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.002065] [CE 3.685 (3.758)] [KD 0.000 (0.000)] +2024-10-12 01:29:50,018 - Train: 37.93% [142350/375300] [113.8/300.0] [batch_t 0.264 (0.230)] [data_t 0.009] [optim_t 0.255] [lr 0.002065] [CE 4.082 (3.773)] [KD 0.000 (0.000)] +2024-10-12 01:30:01,574 - Train: 37.94% [142400/375300] [113.8/300.0] [batch_t 0.270 (0.231)] [data_t 0.009] [optim_t 0.261] [lr 0.002064] [CE 3.426 (3.753)] [KD 0.000 (0.000)] +2024-10-12 01:30:12,984 - Train: 37.96% [142450/375300] [113.9/300.0] [batch_t 0.235 (0.228)] [data_t 0.009] [optim_t 0.226] [lr 0.002064] [CE 3.850 (3.796)] [KD 0.000 (0.000)] +2024-10-12 01:30:24,694 - Train: 37.97% [142500/375300] [113.9/300.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.002063] [CE 3.462 (3.774)] [KD 0.000 (0.000)] +2024-10-12 01:30:36,266 - Train: 37.98% [142550/375300] [113.9/300.0] [batch_t 0.252 (0.231)] [data_t 0.009] [optim_t 0.243] [lr 0.002062] [CE 3.601 (3.786)] [KD 0.000 (0.000)] +2024-10-12 01:30:48,157 - Train: 38.00% [142600/375300] [114.0/300.0] [batch_t 0.185 (0.238)] [data_t 0.009] [optim_t 0.176] [lr 0.002062] [CE 3.709 (3.749)] [KD 0.000 (0.000)] +2024-10-12 01:30:50,897 - ==> Total time: 9:37:33 Eta: 15:42:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:31:02,129 - Train: 38.01% [142650/375300] [114.0/300.0] [batch_t 0.190 (0.272)] [data_t 0.009] [optim_t 0.181] [lr 0.002061] [CE 3.486 (3.714)] [KD 0.000 (0.000)] +2024-10-12 01:31:14,059 - Train: 38.02% [142700/375300] [114.1/300.0] [batch_t 0.284 (0.238)] [data_t 0.009] [optim_t 0.275] [lr 0.002061] [CE 3.485 (3.692)] [KD 0.000 (0.000)] +2024-10-12 01:31:25,897 - Train: 38.04% [142750/375300] [114.1/300.0] [batch_t 0.280 (0.237)] [data_t 0.009] [optim_t 0.272] [lr 0.002060] [CE 3.422 (3.746)] [KD 0.000 (0.000)] +2024-10-12 01:31:38,037 - Train: 38.05% [142800/375300] [114.1/300.0] [batch_t 0.183 (0.243)] [data_t 0.009] [optim_t 0.174] [lr 0.002060] [CE 3.948 (3.764)] [KD 0.000 (0.000)] +2024-10-12 01:31:50,256 - Train: 38.06% [142850/375300] [114.2/300.0] [batch_t 0.474 (0.244)] [data_t 0.009] [optim_t 0.465] [lr 0.002059] [CE 3.741 (3.745)] [KD 0.000 (0.000)] +2024-10-12 01:32:01,909 - Train: 38.08% [142900/375300] [114.2/300.0] [batch_t 0.240 (0.233)] [data_t 0.009] [optim_t 0.231] [lr 0.002058] [CE 4.111 (3.789)] [KD 0.000 (0.000)] +2024-10-12 01:32:13,899 - Train: 38.09% [142950/375300] [114.3/300.0] [batch_t 0.215 (0.240)] [data_t 0.009] [optim_t 0.207] [lr 0.002058] [CE 3.643 (3.739)] [KD 0.000 (0.000)] +2024-10-12 01:32:26,156 - Train: 38.10% [143000/375300] [114.3/300.0] [batch_t 0.188 (0.245)] [data_t 0.009] [optim_t 0.179] [lr 0.002057] [CE 3.704 (3.714)] [KD 0.000 (0.000)] +2024-10-12 01:32:38,038 - Train: 38.12% [143050/375300] [114.3/300.0] [batch_t 0.184 (0.238)] [data_t 0.009] [optim_t 0.175] [lr 0.002057] [CE 3.879 (3.760)] [KD 0.000 (0.000)] +2024-10-12 01:32:50,078 - Train: 38.13% [143100/375300] [114.4/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.002056] [CE 3.517 (3.816)] [KD 0.000 (0.000)] +2024-10-12 01:33:02,103 - Train: 38.14% [143150/375300] [114.4/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.002055] [CE 3.758 (3.794)] [KD 0.000 (0.000)] +2024-10-12 01:33:14,004 - Train: 38.16% [143200/375300] [114.5/300.0] [batch_t 0.198 (0.238)] [data_t 0.009] [optim_t 0.189] [lr 0.002055] [CE 3.647 (3.751)] [KD 0.000 (0.000)] +2024-10-12 01:33:25,981 - Train: 38.17% [143250/375300] [114.5/300.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.002054] [CE 3.999 (3.758)] [KD 0.000 (0.000)] +2024-10-12 01:33:38,010 - Train: 38.18% [143300/375300] [114.5/300.0] [batch_t 0.183 (0.240)] [data_t 0.009] [optim_t 0.174] [lr 0.002054] [CE 3.421 (3.744)] [KD 0.000 (0.000)] +2024-10-12 01:33:49,937 - Train: 38.20% [143350/375300] [114.6/300.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.002053] [CE 4.006 (3.796)] [KD 0.000 (0.000)] +2024-10-12 01:34:01,775 - Train: 38.21% [143400/375300] [114.6/300.0] [batch_t 0.186 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.002053] [CE 3.762 (3.741)] [KD 0.000 (0.000)] +2024-10-12 01:34:13,518 - Train: 38.22% [143450/375300] [114.7/300.0] [batch_t 0.251 (0.235)] [data_t 0.009] [optim_t 0.242] [lr 0.002052] [CE 3.453 (3.763)] [KD 0.000 (0.000)] +2024-10-12 01:34:25,604 - Train: 38.24% [143500/375300] [114.7/300.0] [batch_t 0.290 (0.242)] [data_t 0.009] [optim_t 0.281] [lr 0.002051] [CE 3.777 (3.721)] [KD 0.000 (0.000)] +2024-10-12 01:34:37,874 - Train: 38.25% [143550/375300] [114.7/300.0] [batch_t 0.187 (0.245)] [data_t 0.009] [optim_t 0.178] [lr 0.002051] [CE 3.662 (3.745)] [KD 0.000 (0.000)] +2024-10-12 01:34:49,747 - Train: 38.26% [143600/375300] [114.8/300.0] [batch_t 0.214 (0.237)] [data_t 0.009] [optim_t 0.205] [lr 0.002050] [CE 4.175 (3.728)] [KD 0.000 (0.000)] +2024-10-12 01:35:01,945 - Train: 38.28% [143650/375300] [114.8/300.0] [batch_t 0.242 (0.244)] [data_t 0.009] [optim_t 0.233] [lr 0.002050] [CE 3.628 (3.697)] [KD 0.000 (0.000)] +2024-10-12 01:35:14,172 - Train: 38.29% [143700/375300] [114.9/300.0] [batch_t 0.337 (0.244)] [data_t 0.009] [optim_t 0.328] [lr 0.002049] [CE 3.579 (3.741)] [KD 0.000 (0.000)] +2024-10-12 01:35:26,073 - Train: 38.30% [143750/375300] [114.9/300.0] [batch_t 0.215 (0.238)] [data_t 0.009] [optim_t 0.206] [lr 0.002049] [CE 3.726 (3.757)] [KD 0.000 (0.000)] +2024-10-12 01:35:38,163 - Train: 38.32% [143800/375300] [114.9/300.0] [batch_t 0.249 (0.242)] [data_t 0.009] [optim_t 0.240] [lr 0.002048] [CE 3.864 (3.835)] [KD 0.000 (0.000)] +2024-10-12 01:35:50,051 - Train: 38.33% [143850/375300] [115.0/300.0] [batch_t 0.243 (0.238)] [data_t 0.022] [optim_t 0.221] [lr 0.002047] [CE 3.739 (3.760)] [KD 0.000 (0.000)] +2024-10-12 01:36:05,493 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 35703] [top5_cnt 45494] [top_all 50000] +2024-10-12 01:36:05,494 - net: 71.406 (90.988) +2024-10-12 01:36:17,762 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 38377] [top5_cnt 46744] [top_all 50000] +2024-10-12 01:36:17,763 - net_E: 76.754 (93.488) +2024-10-12 01:36:17,909 - Max [top1: 71.406 (epoch: 115)] [top1-ema: 76.754 (epoch: 115)] +2024-10-12 01:36:17,910 - ==> Total time: 9:43:00 Eta: 15:37:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:36:31,799 - Train: 38.34% [143900/375300] [115.0/300.0] [batch_t 0.207 (0.241)] [data_t 0.032] [optim_t 0.175] [lr 0.002047] [CE 3.620 (3.761)] [KD 0.000 (0.000)] +2024-10-12 01:36:43,595 - Train: 38.36% [143950/375300] [115.1/300.0] [batch_t 0.197 (0.236)] [data_t 0.009] [optim_t 0.188] [lr 0.002046] [CE 3.650 (3.746)] [KD 0.000 (0.000)] +2024-10-12 01:36:56,110 - Train: 38.37% [144000/375300] [115.1/300.0] [batch_t 0.187 (0.250)] [data_t 0.009] [optim_t 0.178] [lr 0.002046] [CE 3.621 (3.789)] [KD 0.000 (0.000)] +2024-10-12 01:37:08,334 - Train: 38.38% [144050/375300] [115.1/300.0] [batch_t 0.265 (0.244)] [data_t 0.009] [optim_t 0.256] [lr 0.002045] [CE 3.620 (3.702)] [KD 0.000 (0.000)] +2024-10-12 01:37:20,673 - Train: 38.40% [144100/375300] [115.2/300.0] [batch_t 0.271 (0.247)] [data_t 0.009] [optim_t 0.262] [lr 0.002044] [CE 4.091 (3.790)] [KD 0.000 (0.000)] +2024-10-12 01:37:32,889 - Train: 38.41% [144150/375300] [115.2/300.0] [batch_t 0.186 (0.244)] [data_t 0.009] [optim_t 0.177] [lr 0.002044] [CE 3.845 (3.743)] [KD 0.000 (0.000)] +2024-10-12 01:37:45,222 - Train: 38.42% [144200/375300] [115.3/300.0] [batch_t 0.210 (0.247)] [data_t 0.009] [optim_t 0.201] [lr 0.002043] [CE 3.667 (3.777)] [KD 0.000 (0.000)] +2024-10-12 01:37:57,387 - Train: 38.44% [144250/375300] [115.3/300.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.002043] [CE 3.733 (3.712)] [KD 0.000 (0.000)] +2024-10-12 01:38:09,190 - Train: 38.45% [144300/375300] [115.3/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.002042] [CE 3.859 (3.775)] [KD 0.000 (0.000)] +2024-10-12 01:38:21,579 - Train: 38.46% [144350/375300] [115.4/300.0] [batch_t 0.269 (0.248)] [data_t 0.009] [optim_t 0.260] [lr 0.002042] [CE 3.888 (3.735)] [KD 0.000 (0.000)] +2024-10-12 01:38:33,715 - Train: 38.48% [144400/375300] [115.4/300.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.002041] [CE 3.647 (3.769)] [KD 0.000 (0.000)] +2024-10-12 01:38:46,042 - Train: 38.49% [144450/375300] [115.5/300.0] [batch_t 0.284 (0.246)] [data_t 0.009] [optim_t 0.275] [lr 0.002040] [CE 4.009 (3.787)] [KD 0.000 (0.000)] +2024-10-12 01:38:58,282 - Train: 38.50% [144500/375300] [115.5/300.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.251] [lr 0.002040] [CE 3.637 (3.814)] [KD 0.000 (0.000)] +2024-10-12 01:39:10,351 - Train: 38.52% [144550/375300] [115.5/300.0] [batch_t 0.256 (0.241)] [data_t 0.009] [optim_t 0.247] [lr 0.002039] [CE 4.092 (3.742)] [KD 0.000 (0.000)] +2024-10-12 01:39:22,673 - Train: 38.53% [144600/375300] [115.6/300.0] [batch_t 0.317 (0.246)] [data_t 0.009] [optim_t 0.309] [lr 0.002039] [CE 3.501 (3.788)] [KD 0.000 (0.000)] +2024-10-12 01:39:34,760 - Train: 38.54% [144650/375300] [115.6/300.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.002038] [CE 3.829 (3.811)] [KD 0.000 (0.000)] +2024-10-12 01:39:46,744 - Train: 38.56% [144700/375300] [115.7/300.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.002037] [CE 3.644 (3.744)] [KD 0.000 (0.000)] +2024-10-12 01:39:58,729 - Train: 38.57% [144750/375300] [115.7/300.0] [batch_t 0.278 (0.240)] [data_t 0.009] [optim_t 0.269] [lr 0.002037] [CE 4.241 (3.722)] [KD 0.000 (0.000)] +2024-10-12 01:40:10,889 - Train: 38.58% [144800/375300] [115.7/300.0] [batch_t 0.266 (0.243)] [data_t 0.009] [optim_t 0.258] [lr 0.002036] [CE 3.874 (3.780)] [KD 0.000 (0.000)] +2024-10-12 01:40:23,112 - Train: 38.60% [144850/375300] [115.8/300.0] [batch_t 0.293 (0.244)] [data_t 0.009] [optim_t 0.284] [lr 0.002036] [CE 3.714 (3.751)] [KD 0.000 (0.000)] +2024-10-12 01:40:35,114 - Train: 38.61% [144900/375300] [115.8/300.0] [batch_t 0.251 (0.240)] [data_t 0.009] [optim_t 0.242] [lr 0.002035] [CE 4.103 (3.750)] [KD 0.000 (0.000)] +2024-10-12 01:40:47,202 - Train: 38.62% [144950/375300] [115.9/300.0] [batch_t 0.224 (0.242)] [data_t 0.009] [optim_t 0.215] [lr 0.002035] [CE 3.493 (3.720)] [KD 0.000 (0.000)] +2024-10-12 01:40:59,346 - Train: 38.64% [145000/375300] [115.9/300.0] [batch_t 0.190 (0.243)] [data_t 0.009] [optim_t 0.181] [lr 0.002034] [CE 3.771 (3.737)] [KD 0.000 (0.000)] +2024-10-12 01:41:11,143 - Train: 38.65% [145050/375300] [115.9/300.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.002033] [CE 3.223 (3.784)] [KD 0.000 (0.000)] +2024-10-12 01:41:23,067 - Train: 38.66% [145100/375300] [116.0/300.0] [batch_t 0.266 (0.238)] [data_t 0.009] [optim_t 0.257] [lr 0.002033] [CE 3.828 (3.747)] [KD 0.000 (0.000)] +2024-10-12 01:41:26,168 - ==> Total time: 9:48:08 Eta: 15:32:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:41:36,757 - Train: 38.68% [145150/375300] [116.0/300.0] [batch_t 0.184 (0.270)] [data_t 0.009] [optim_t 0.175] [lr 0.002032] [CE 3.934 (3.769)] [KD 0.000 (0.000)] +2024-10-12 01:41:48,819 - Train: 38.69% [145200/375300] [116.1/300.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.002032] [CE 3.739 (3.774)] [KD 0.000 (0.000)] +2024-10-12 01:42:00,772 - Train: 38.70% [145250/375300] [116.1/300.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.213] [lr 0.002031] [CE 3.801 (3.738)] [KD 0.000 (0.000)] +2024-10-12 01:42:12,639 - Train: 38.72% [145300/375300] [116.1/300.0] [batch_t 0.193 (0.237)] [data_t 0.009] [optim_t 0.184] [lr 0.002030] [CE 3.543 (3.761)] [KD 0.000 (0.000)] +2024-10-12 01:42:24,525 - Train: 38.73% [145350/375300] [116.2/300.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.002030] [CE 3.714 (3.723)] [KD 0.000 (0.000)] +2024-10-12 01:42:36,480 - Train: 38.74% [145400/375300] [116.2/300.0] [batch_t 0.204 (0.239)] [data_t 0.009] [optim_t 0.195] [lr 0.002029] [CE 4.051 (3.794)] [KD 0.000 (0.000)] +2024-10-12 01:42:48,268 - Train: 38.76% [145450/375300] [116.3/300.0] [batch_t 0.191 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.002029] [CE 3.597 (3.742)] [KD 0.000 (0.000)] +2024-10-12 01:43:00,264 - Train: 38.77% [145500/375300] [116.3/300.0] [batch_t 0.263 (0.240)] [data_t 0.009] [optim_t 0.254] [lr 0.002028] [CE 3.806 (3.766)] [KD 0.000 (0.000)] +2024-10-12 01:43:12,134 - Train: 38.78% [145550/375300] [116.3/300.0] [batch_t 0.221 (0.237)] [data_t 0.009] [optim_t 0.212] [lr 0.002028] [CE 3.759 (3.774)] [KD 0.000 (0.000)] +2024-10-12 01:43:24,077 - Train: 38.80% [145600/375300] [116.4/300.0] [batch_t 0.185 (0.239)] [data_t 0.009] [optim_t 0.176] [lr 0.002027] [CE 3.800 (3.766)] [KD 0.000 (0.000)] +2024-10-12 01:43:35,473 - Train: 38.81% [145650/375300] [116.4/300.0] [batch_t 0.184 (0.228)] [data_t 0.009] [optim_t 0.175] [lr 0.002026] [CE 3.746 (3.758)] [KD 0.000 (0.000)] +2024-10-12 01:43:47,128 - Train: 38.82% [145700/375300] [116.5/300.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.002026] [CE 3.654 (3.756)] [KD 0.000 (0.000)] +2024-10-12 01:43:58,759 - Train: 38.84% [145750/375300] [116.5/300.0] [batch_t 0.187 (0.233)] [data_t 0.009] [optim_t 0.178] [lr 0.002025] [CE 3.351 (3.757)] [KD 0.000 (0.000)] +2024-10-12 01:44:10,569 - Train: 38.85% [145800/375300] [116.5/300.0] [batch_t 0.267 (0.236)] [data_t 0.009] [optim_t 0.258] [lr 0.002025] [CE 3.728 (3.758)] [KD 0.000 (0.000)] +2024-10-12 01:44:22,557 - Train: 38.86% [145850/375300] [116.6/300.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.002024] [CE 3.378 (3.721)] [KD 0.000 (0.000)] +2024-10-12 01:44:34,593 - Train: 38.88% [145900/375300] [116.6/300.0] [batch_t 0.186 (0.241)] [data_t 0.009] [optim_t 0.177] [lr 0.002023] [CE 4.144 (3.729)] [KD 0.000 (0.000)] +2024-10-12 01:44:46,495 - Train: 38.89% [145950/375300] [116.7/300.0] [batch_t 0.271 (0.238)] [data_t 0.009] [optim_t 0.262] [lr 0.002023] [CE 3.838 (3.702)] [KD 0.000 (0.000)] +2024-10-12 01:44:58,632 - Train: 38.90% [146000/375300] [116.7/300.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.002022] [CE 3.752 (3.743)] [KD 0.000 (0.000)] +2024-10-12 01:45:10,655 - Train: 38.92% [146050/375300] [116.7/300.0] [batch_t 0.196 (0.240)] [data_t 0.009] [optim_t 0.187] [lr 0.002022] [CE 4.015 (3.787)] [KD 0.000 (0.000)] +2024-10-12 01:45:22,451 - Train: 38.93% [146100/375300] [116.8/300.0] [batch_t 0.188 (0.236)] [data_t 0.009] [optim_t 0.179] [lr 0.002021] [CE 3.445 (3.726)] [KD 0.000 (0.000)] +2024-10-12 01:45:34,665 - Train: 38.94% [146150/375300] [116.8/300.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.002021] [CE 3.765 (3.693)] [KD 0.000 (0.000)] +2024-10-12 01:45:46,517 - Train: 38.96% [146200/375300] [116.9/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.178] [lr 0.002020] [CE 3.867 (3.744)] [KD 0.000 (0.000)] +2024-10-12 01:45:58,121 - Train: 38.97% [146250/375300] [116.9/300.0] [batch_t 0.237 (0.232)] [data_t 0.009] [optim_t 0.229] [lr 0.002019] [CE 3.923 (3.796)] [KD 0.000 (0.000)] +2024-10-12 01:46:10,272 - Train: 38.98% [146300/375300] [116.9/300.0] [batch_t 0.191 (0.243)] [data_t 0.009] [optim_t 0.182] [lr 0.002019] [CE 3.572 (3.759)] [KD 0.000 (0.000)] +2024-10-12 01:46:22,716 - Train: 39.00% [146350/375300] [117.0/300.0] [batch_t 0.191 (0.249)] [data_t 0.009] [optim_t 0.182] [lr 0.002018] [CE 3.763 (3.760)] [KD 0.000 (0.000)] +2024-10-12 01:46:26,334 - ==> Total time: 9:53:09 Eta: 15:27:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:46:36,912 - Train: 39.01% [146400/375300] [117.0/300.0] [batch_t 0.192 (0.276)] [data_t 0.009] [optim_t 0.183] [lr 0.002018] [CE 3.728 (3.712)] [KD 0.000 (0.000)] +2024-10-12 01:46:48,820 - Train: 39.02% [146450/375300] [117.1/300.0] [batch_t 0.185 (0.238)] [data_t 0.009] [optim_t 0.176] [lr 0.002017] [CE 3.374 (3.708)] [KD 0.000 (0.000)] +2024-10-12 01:47:00,520 - Train: 39.04% [146500/375300] [117.1/300.0] [batch_t 0.269 (0.234)] [data_t 0.009] [optim_t 0.260] [lr 0.002016] [CE 3.532 (3.736)] [KD 0.000 (0.000)] +2024-10-12 01:47:12,321 - Train: 39.05% [146550/375300] [117.1/300.0] [batch_t 0.262 (0.236)] [data_t 0.009] [optim_t 0.253] [lr 0.002016] [CE 3.874 (3.760)] [KD 0.000 (0.000)] +2024-10-12 01:47:24,085 - Train: 39.06% [146600/375300] [117.2/300.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.002015] [CE 3.535 (3.726)] [KD 0.000 (0.000)] +2024-10-12 01:47:36,183 - Train: 39.08% [146650/375300] [117.2/300.0] [batch_t 0.185 (0.242)] [data_t 0.009] [optim_t 0.176] [lr 0.002015] [CE 3.686 (3.720)] [KD 0.000 (0.000)] +2024-10-12 01:47:47,813 - Train: 39.09% [146700/375300] [117.3/300.0] [batch_t 0.243 (0.232)] [data_t 0.009] [optim_t 0.234] [lr 0.002014] [CE 3.937 (3.720)] [KD 0.000 (0.000)] +2024-10-12 01:47:59,924 - Train: 39.10% [146750/375300] [117.3/300.0] [batch_t 0.257 (0.242)] [data_t 0.009] [optim_t 0.248] [lr 0.002014] [CE 4.132 (3.778)] [KD 0.000 (0.000)] +2024-10-12 01:48:11,753 - Train: 39.12% [146800/375300] [117.3/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.002013] [CE 3.655 (3.777)] [KD 0.000 (0.000)] +2024-10-12 01:48:23,651 - Train: 39.13% [146850/375300] [117.4/300.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.002012] [CE 3.439 (3.728)] [KD 0.000 (0.000)] +2024-10-12 01:48:35,591 - Train: 39.14% [146900/375300] [117.4/300.0] [batch_t 0.264 (0.239)] [data_t 0.009] [optim_t 0.255] [lr 0.002012] [CE 3.546 (3.789)] [KD 0.000 (0.000)] +2024-10-12 01:48:47,848 - Train: 39.16% [146950/375300] [117.5/300.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.002011] [CE 3.706 (3.757)] [KD 0.000 (0.000)] +2024-10-12 01:49:00,061 - Train: 39.17% [147000/375300] [117.5/300.0] [batch_t 0.330 (0.244)] [data_t 0.009] [optim_t 0.321] [lr 0.002011] [CE 4.071 (3.779)] [KD 0.000 (0.000)] +2024-10-12 01:49:12,172 - Train: 39.18% [147050/375300] [117.5/300.0] [batch_t 0.209 (0.242)] [data_t 0.009] [optim_t 0.200] [lr 0.002010] [CE 3.460 (3.754)] [KD 0.000 (0.000)] +2024-10-12 01:49:24,228 - Train: 39.20% [147100/375300] [117.6/300.0] [batch_t 0.261 (0.241)] [data_t 0.009] [optim_t 0.253] [lr 0.002009] [CE 3.637 (3.732)] [KD 0.000 (0.000)] +2024-10-12 01:49:36,296 - Train: 39.21% [147150/375300] [117.6/300.0] [batch_t 0.269 (0.241)] [data_t 0.009] [optim_t 0.260] [lr 0.002009] [CE 3.638 (3.739)] [KD 0.000 (0.000)] +2024-10-12 01:49:48,473 - Train: 39.22% [147200/375300] [117.7/300.0] [batch_t 0.274 (0.243)] [data_t 0.009] [optim_t 0.265] [lr 0.002008] [CE 3.835 (3.728)] [KD 0.000 (0.000)] +2024-10-12 01:50:00,509 - Train: 39.24% [147250/375300] [117.7/300.0] [batch_t 0.189 (0.241)] [data_t 0.009] [optim_t 0.181] [lr 0.002008] [CE 3.737 (3.757)] [KD 0.000 (0.000)] +2024-10-12 01:50:12,407 - Train: 39.25% [147300/375300] [117.7/300.0] [batch_t 0.265 (0.238)] [data_t 0.009] [optim_t 0.256] [lr 0.002007] [CE 3.850 (3.763)] [KD 0.000 (0.000)] +2024-10-12 01:50:24,472 - Train: 39.26% [147350/375300] [117.8/300.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.002007] [CE 3.730 (3.699)] [KD 0.000 (0.000)] +2024-10-12 01:50:36,485 - Train: 39.28% [147400/375300] [117.8/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.002006] [CE 3.767 (3.764)] [KD 0.000 (0.000)] +2024-10-12 01:50:48,395 - Train: 39.29% [147450/375300] [117.9/300.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.002005] [CE 4.017 (3.761)] [KD 0.000 (0.000)] +2024-10-12 01:51:00,504 - Train: 39.30% [147500/375300] [117.9/300.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.002005] [CE 3.716 (3.737)] [KD 0.000 (0.000)] +2024-10-12 01:51:12,727 - Train: 39.32% [147550/375300] [117.9/300.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.002004] [CE 3.750 (3.755)] [KD 0.000 (0.000)] +2024-10-12 01:51:25,105 - Train: 39.33% [147600/375300] [118.0/300.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.240] [lr 0.002004] [CE 3.869 (3.739)] [KD 0.000 (0.000)] +2024-10-12 01:51:28,763 - ==> Total time: 9:58:11 Eta: 15:22:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:51:39,337 - Train: 39.34% [147650/375300] [118.0/300.0] [batch_t 0.188 (0.290)] [data_t 0.009] [optim_t 0.179] [lr 0.002003] [CE 3.509 (3.744)] [KD 0.000 (0.000)] +2024-10-12 01:51:50,162 - Train: 39.36% [147700/375300] [118.1/300.0] [batch_t 0.256 (0.216)] [data_t 0.009] [optim_t 0.247] [lr 0.002002] [CE 3.615 (3.751)] [KD 0.000 (0.000)] +2024-10-12 01:52:02,052 - Train: 39.37% [147750/375300] [118.1/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.002002] [CE 3.886 (3.720)] [KD 0.000 (0.000)] +2024-10-12 01:52:13,958 - Train: 39.38% [147800/375300] [118.1/300.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.002001] [CE 4.070 (3.779)] [KD 0.000 (0.000)] +2024-10-12 01:52:25,548 - Train: 39.40% [147850/375300] [118.2/300.0] [batch_t 0.264 (0.232)] [data_t 0.009] [optim_t 0.255] [lr 0.002001] [CE 3.371 (3.768)] [KD 0.000 (0.000)] +2024-10-12 01:52:37,531 - Train: 39.41% [147900/375300] [118.2/300.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.002000] [CE 3.740 (3.761)] [KD 0.000 (0.000)] +2024-10-12 01:52:49,483 - Train: 39.42% [147950/375300] [118.3/300.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.001999] [CE 3.535 (3.748)] [KD 0.000 (0.000)] +2024-10-12 01:53:01,409 - Train: 39.44% [148000/375300] [118.3/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.001999] [CE 3.526 (3.732)] [KD 0.000 (0.000)] +2024-10-12 01:53:13,258 - Train: 39.45% [148050/375300] [118.3/300.0] [batch_t 0.265 (0.237)] [data_t 0.009] [optim_t 0.256] [lr 0.001998] [CE 3.742 (3.765)] [KD 0.000 (0.000)] +2024-10-12 01:53:24,803 - Train: 39.46% [148100/375300] [118.4/300.0] [batch_t 0.228 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.001998] [CE 3.662 (3.777)] [KD 0.000 (0.000)] +2024-10-12 01:53:36,421 - Train: 39.48% [148150/375300] [118.4/300.0] [batch_t 0.248 (0.232)] [data_t 0.009] [optim_t 0.239] [lr 0.001997] [CE 3.377 (3.716)] [KD 0.000 (0.000)] +2024-10-12 01:53:48,161 - Train: 39.49% [148200/375300] [118.5/300.0] [batch_t 0.210 (0.235)] [data_t 0.009] [optim_t 0.201] [lr 0.001997] [CE 3.786 (3.723)] [KD 0.000 (0.000)] +2024-10-12 01:54:00,136 - Train: 39.50% [148250/375300] [118.5/300.0] [batch_t 0.266 (0.239)] [data_t 0.009] [optim_t 0.257] [lr 0.001996] [CE 3.700 (3.804)] [KD 0.000 (0.000)] +2024-10-12 01:54:12,014 - Train: 39.52% [148300/375300] [118.5/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.178] [lr 0.001995] [CE 3.356 (3.727)] [KD 0.000 (0.000)] +2024-10-12 01:54:23,792 - Train: 39.53% [148350/375300] [118.6/300.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.001995] [CE 3.782 (3.776)] [KD 0.000 (0.000)] +2024-10-12 01:54:35,843 - Train: 39.54% [148400/375300] [118.6/300.0] [batch_t 0.254 (0.241)] [data_t 0.009] [optim_t 0.245] [lr 0.001994] [CE 3.652 (3.802)] [KD 0.000 (0.000)] +2024-10-12 01:54:47,608 - Train: 39.56% [148450/375300] [118.7/300.0] [batch_t 0.267 (0.235)] [data_t 0.009] [optim_t 0.258] [lr 0.001994] [CE 3.942 (3.731)] [KD 0.000 (0.000)] +2024-10-12 01:54:59,040 - Train: 39.57% [148500/375300] [118.7/300.0] [batch_t 0.188 (0.229)] [data_t 0.009] [optim_t 0.180] [lr 0.001993] [CE 3.942 (3.802)] [KD 0.000 (0.000)] +2024-10-12 01:55:10,125 - Train: 39.58% [148550/375300] [118.7/300.0] [batch_t 0.225 (0.222)] [data_t 0.009] [optim_t 0.216] [lr 0.001992] [CE 3.967 (3.713)] [KD 0.000 (0.000)] +2024-10-12 01:55:21,778 - Train: 39.59% [148600/375300] [118.8/300.0] [batch_t 0.275 (0.233)] [data_t 0.009] [optim_t 0.265] [lr 0.001992] [CE 3.872 (3.748)] [KD 0.000 (0.000)] +2024-10-12 01:55:33,534 - Train: 39.61% [148650/375300] [118.8/300.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.001991] [CE 3.679 (3.743)] [KD 0.000 (0.000)] +2024-10-12 01:55:45,150 - Train: 39.62% [148700/375300] [118.9/300.0] [batch_t 0.236 (0.232)] [data_t 0.009] [optim_t 0.227] [lr 0.001991] [CE 3.658 (3.726)] [KD 0.000 (0.000)] +2024-10-12 01:55:57,142 - Train: 39.63% [148750/375300] [118.9/300.0] [batch_t 0.184 (0.240)] [data_t 0.009] [optim_t 0.175] [lr 0.001990] [CE 3.460 (3.783)] [KD 0.000 (0.000)] +2024-10-12 01:56:08,681 - Train: 39.65% [148800/375300] [118.9/300.0] [batch_t 0.254 (0.231)] [data_t 0.009] [optim_t 0.245] [lr 0.001989] [CE 3.835 (3.706)] [KD 0.000 (0.000)] +2024-10-12 01:56:20,403 - Train: 39.66% [148850/375300] [119.0/300.0] [batch_t 0.207 (0.234)] [data_t 0.009] [optim_t 0.198] [lr 0.001989] [CE 3.683 (3.776)] [KD 0.000 (0.000)] +2024-10-12 01:56:24,120 - ==> Total time: 10:03:06 Eta: 15:17:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 01:56:34,286 - Train: 39.67% [148900/375300] [119.0/300.0] [batch_t 0.187 (0.283)] [data_t 0.009] [optim_t 0.178] [lr 0.001988] [CE 3.780 (3.770)] [KD 0.000 (0.000)] +2024-10-12 01:56:45,704 - Train: 39.69% [148950/375300] [119.1/300.0] [batch_t 0.275 (0.228)] [data_t 0.100] [optim_t 0.175] [lr 0.001988] [CE 3.756 (3.763)] [KD 0.000 (0.000)] +2024-10-12 01:56:57,872 - Train: 39.70% [149000/375300] [119.1/300.0] [batch_t 0.294 (0.243)] [data_t 0.009] [optim_t 0.285] [lr 0.001987] [CE 3.280 (3.747)] [KD 0.000 (0.000)] +2024-10-12 01:57:10,362 - Train: 39.71% [149050/375300] [119.1/300.0] [batch_t 0.266 (0.250)] [data_t 0.009] [optim_t 0.257] [lr 0.001987] [CE 3.620 (3.753)] [KD 0.000 (0.000)] +2024-10-12 01:57:22,244 - Train: 39.73% [149100/375300] [119.2/300.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001986] [CE 3.807 (3.746)] [KD 0.000 (0.000)] +2024-10-12 01:57:34,555 - Train: 39.74% [149150/375300] [119.2/300.0] [batch_t 0.256 (0.246)] [data_t 0.009] [optim_t 0.247] [lr 0.001985] [CE 3.945 (3.737)] [KD 0.000 (0.000)] +2024-10-12 01:57:46,532 - Train: 39.75% [149200/375300] [119.3/300.0] [batch_t 0.259 (0.239)] [data_t 0.009] [optim_t 0.251] [lr 0.001985] [CE 3.562 (3.739)] [KD 0.000 (0.000)] +2024-10-12 01:57:58,505 - Train: 39.77% [149250/375300] [119.3/300.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.001984] [CE 3.779 (3.726)] [KD 0.000 (0.000)] +2024-10-12 01:58:10,162 - Train: 39.78% [149300/375300] [119.3/300.0] [batch_t 0.243 (0.233)] [data_t 0.009] [optim_t 0.234] [lr 0.001984] [CE 3.450 (3.737)] [KD 0.000 (0.000)] +2024-10-12 01:58:22,129 - Train: 39.79% [149350/375300] [119.4/300.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.001983] [CE 3.562 (3.729)] [KD 0.000 (0.000)] +2024-10-12 01:58:33,882 - Train: 39.81% [149400/375300] [119.4/300.0] [batch_t 0.249 (0.235)] [data_t 0.009] [optim_t 0.240] [lr 0.001982] [CE 3.739 (3.740)] [KD 0.000 (0.000)] +2024-10-12 01:58:45,795 - Train: 39.82% [149450/375300] [119.5/300.0] [batch_t 0.282 (0.238)] [data_t 0.009] [optim_t 0.273] [lr 0.001982] [CE 3.827 (3.782)] [KD 0.000 (0.000)] +2024-10-12 01:58:57,634 - Train: 39.83% [149500/375300] [119.5/300.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.001981] [CE 3.828 (3.742)] [KD 0.000 (0.000)] +2024-10-12 01:59:09,272 - Train: 39.85% [149550/375300] [119.5/300.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.226] [lr 0.001981] [CE 3.714 (3.686)] [KD 0.000 (0.000)] +2024-10-12 01:59:21,381 - Train: 39.86% [149600/375300] [119.6/300.0] [batch_t 0.184 (0.242)] [data_t 0.009] [optim_t 0.176] [lr 0.001980] [CE 3.454 (3.668)] [KD 0.000 (0.000)] +2024-10-12 01:59:33,290 - Train: 39.87% [149650/375300] [119.6/300.0] [batch_t 0.285 (0.238)] [data_t 0.009] [optim_t 0.276] [lr 0.001979] [CE 3.887 (3.728)] [KD 0.000 (0.000)] +2024-10-12 01:59:45,108 - Train: 39.89% [149700/375300] [119.7/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.001979] [CE 3.765 (3.775)] [KD 0.000 (0.000)] +2024-10-12 01:59:57,030 - Train: 39.90% [149750/375300] [119.7/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.001978] [CE 3.718 (3.690)] [KD 0.000 (0.000)] +2024-10-12 02:00:08,803 - Train: 39.91% [149800/375300] [119.7/300.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001978] [CE 3.808 (3.754)] [KD 0.000 (0.000)] +2024-10-12 02:00:20,562 - Train: 39.93% [149850/375300] [119.8/300.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.001977] [CE 4.089 (3.795)] [KD 0.000 (0.000)] +2024-10-12 02:00:32,433 - Train: 39.94% [149900/375300] [119.8/300.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.001977] [CE 3.760 (3.721)] [KD 0.000 (0.000)] +2024-10-12 02:00:44,273 - Train: 39.95% [149950/375300] [119.9/300.0] [batch_t 0.262 (0.237)] [data_t 0.009] [optim_t 0.253] [lr 0.001976] [CE 3.854 (3.765)] [KD 0.000 (0.000)] +2024-10-12 02:00:56,261 - Train: 39.97% [150000/375300] [119.9/300.0] [batch_t 0.271 (0.240)] [data_t 0.009] [optim_t 0.262] [lr 0.001975] [CE 3.682 (3.715)] [KD 0.000 (0.000)] +2024-10-12 02:01:08,113 - Train: 39.98% [150050/375300] [119.9/300.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001975] [CE 3.433 (3.775)] [KD 0.000 (0.000)] +2024-10-12 02:01:20,266 - Train: 39.99% [150100/375300] [120.0/300.0] [batch_t 0.262 (0.243)] [data_t 0.009] [optim_t 0.253] [lr 0.001974] [CE 3.959 (3.741)] [KD 0.000 (0.000)] +2024-10-12 02:01:36,281 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 35388] [top5_cnt 45297] [top_all 50000] +2024-10-12 02:01:36,282 - net: 70.776 (90.594) +2024-10-12 02:01:48,424 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 38485] [top5_cnt 46781] [top_all 50000] +2024-10-12 02:01:48,425 - net_E: 76.970 (93.562) +2024-10-12 02:01:48,572 - Max [top1: 71.406 (epoch: 115)] [top1-ema: 76.970 (epoch: 120)] +2024-10-12 02:01:48,572 - ==> Total time: 10:08:31 Eta: 15:12:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:02:00,308 - Train: 40.01% [150150/375300] [120.0/300.0] [batch_t 0.190 (0.233)] [data_t 0.009] [optim_t 0.181] [lr 0.001974] [CE 3.636 (3.722)] [KD 0.000 (0.000)] +2024-10-12 02:02:12,091 - Train: 40.02% [150200/375300] [120.1/300.0] [batch_t 0.208 (0.236)] [data_t 0.009] [optim_t 0.199] [lr 0.001973] [CE 3.976 (3.678)] [KD 0.000 (0.000)] +2024-10-12 02:02:24,142 - Train: 40.03% [150250/375300] [120.1/300.0] [batch_t 0.406 (0.241)] [data_t 0.009] [optim_t 0.397] [lr 0.001972] [CE 4.041 (3.733)] [KD 0.000 (0.000)] +2024-10-12 02:02:35,690 - Train: 40.05% [150300/375300] [120.1/300.0] [batch_t 0.219 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.001972] [CE 3.487 (3.725)] [KD 0.000 (0.000)] +2024-10-12 02:02:47,367 - Train: 40.06% [150350/375300] [120.2/300.0] [batch_t 0.185 (0.233)] [data_t 0.009] [optim_t 0.176] [lr 0.001971] [CE 3.788 (3.753)] [KD 0.000 (0.000)] +2024-10-12 02:02:59,271 - Train: 40.07% [150400/375300] [120.2/300.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.001971] [CE 3.997 (3.736)] [KD 0.000 (0.000)] +2024-10-12 02:03:11,029 - Train: 40.09% [150450/375300] [120.3/300.0] [batch_t 0.184 (0.235)] [data_t 0.009] [optim_t 0.175] [lr 0.001970] [CE 3.800 (3.744)] [KD 0.000 (0.000)] +2024-10-12 02:03:23,059 - Train: 40.10% [150500/375300] [120.3/300.0] [batch_t 0.277 (0.240)] [data_t 0.009] [optim_t 0.268] [lr 0.001969] [CE 3.571 (3.687)] [KD 0.000 (0.000)] +2024-10-12 02:03:34,829 - Train: 40.11% [150550/375300] [120.3/300.0] [batch_t 0.212 (0.235)] [data_t 0.009] [optim_t 0.203] [lr 0.001969] [CE 4.001 (3.759)] [KD 0.000 (0.000)] +2024-10-12 02:03:46,809 - Train: 40.13% [150600/375300] [120.4/300.0] [batch_t 0.186 (0.239)] [data_t 0.009] [optim_t 0.177] [lr 0.001968] [CE 3.559 (3.747)] [KD 0.000 (0.000)] +2024-10-12 02:03:58,649 - Train: 40.14% [150650/375300] [120.4/300.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.001968] [CE 3.562 (3.773)] [KD 0.000 (0.000)] +2024-10-12 02:04:10,621 - Train: 40.15% [150700/375300] [120.5/300.0] [batch_t 0.193 (0.239)] [data_t 0.009] [optim_t 0.184] [lr 0.001967] [CE 3.616 (3.732)] [KD 0.000 (0.000)] +2024-10-12 02:04:22,411 - Train: 40.17% [150750/375300] [120.5/300.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.001966] [CE 3.877 (3.764)] [KD 0.000 (0.000)] +2024-10-12 02:04:34,405 - Train: 40.18% [150800/375300] [120.5/300.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.001966] [CE 4.046 (3.749)] [KD 0.000 (0.000)] +2024-10-12 02:04:46,328 - Train: 40.19% [150850/375300] [120.6/300.0] [batch_t 0.194 (0.238)] [data_t 0.009] [optim_t 0.185] [lr 0.001965] [CE 3.575 (3.720)] [KD 0.000 (0.000)] +2024-10-12 02:04:57,630 - Train: 40.21% [150900/375300] [120.6/300.0] [batch_t 0.195 (0.226)] [data_t 0.009] [optim_t 0.186] [lr 0.001965] [CE 3.809 (3.750)] [KD 0.000 (0.000)] +2024-10-12 02:05:09,055 - Train: 40.22% [150950/375300] [120.7/300.0] [batch_t 0.188 (0.228)] [data_t 0.009] [optim_t 0.179] [lr 0.001964] [CE 3.509 (3.714)] [KD 0.000 (0.000)] +2024-10-12 02:05:20,661 - Train: 40.23% [151000/375300] [120.7/300.0] [batch_t 0.285 (0.232)] [data_t 0.009] [optim_t 0.276] [lr 0.001963] [CE 3.901 (3.696)] [KD 0.000 (0.000)] +2024-10-12 02:05:31,968 - Train: 40.25% [151050/375300] [120.7/300.0] [batch_t 0.198 (0.226)] [data_t 0.009] [optim_t 0.189] [lr 0.001963] [CE 3.849 (3.747)] [KD 0.000 (0.000)] +2024-10-12 02:05:43,898 - Train: 40.26% [151100/375300] [120.8/300.0] [batch_t 0.244 (0.238)] [data_t 0.069] [optim_t 0.175] [lr 0.001962] [CE 3.940 (3.728)] [KD 0.000 (0.000)] +2024-10-12 02:05:55,720 - Train: 40.27% [151150/375300] [120.8/300.0] [batch_t 0.225 (0.236)] [data_t 0.049] [optim_t 0.176] [lr 0.001962] [CE 3.311 (3.781)] [KD 0.000 (0.000)] +2024-10-12 02:06:07,862 - Train: 40.29% [151200/375300] [120.9/300.0] [batch_t 0.323 (0.243)] [data_t 0.009] [optim_t 0.314] [lr 0.001961] [CE 3.020 (3.761)] [KD 0.000 (0.000)] +2024-10-12 02:06:19,788 - Train: 40.30% [151250/375300] [120.9/300.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.001961] [CE 3.821 (3.716)] [KD 0.000 (0.000)] +2024-10-12 02:06:31,759 - Train: 40.31% [151300/375300] [120.9/300.0] [batch_t 0.192 (0.239)] [data_t 0.009] [optim_t 0.183] [lr 0.001960] [CE 3.926 (3.755)] [KD 0.000 (0.000)] +2024-10-12 02:06:43,461 - Train: 40.33% [151350/375300] [121.0/300.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.209] [lr 0.001959] [CE 4.110 (3.748)] [KD 0.000 (0.000)] +2024-10-12 02:06:47,989 - ==> Total time: 10:13:30 Eta: 15:07:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:06:57,257 - Train: 40.34% [151400/375300] [121.0/300.0] [batch_t 0.189 (0.272)] [data_t 0.009] [optim_t 0.180] [lr 0.001959] [CE 4.165 (3.687)] [KD 0.000 (0.000)] +2024-10-12 02:07:08,911 - Train: 40.35% [151450/375300] [121.1/300.0] [batch_t 0.251 (0.233)] [data_t 0.009] [optim_t 0.242] [lr 0.001958] [CE 3.574 (3.738)] [KD 0.000 (0.000)] +2024-10-12 02:07:21,123 - Train: 40.37% [151500/375300] [121.1/300.0] [batch_t 0.188 (0.244)] [data_t 0.009] [optim_t 0.179] [lr 0.001958] [CE 4.196 (3.775)] [KD 0.000 (0.000)] +2024-10-12 02:07:32,549 - Train: 40.38% [151550/375300] [121.1/300.0] [batch_t 0.281 (0.228)] [data_t 0.009] [optim_t 0.272] [lr 0.001957] [CE 3.714 (3.729)] [KD 0.000 (0.000)] +2024-10-12 02:07:44,402 - Train: 40.39% [151600/375300] [121.2/300.0] [batch_t 0.251 (0.237)] [data_t 0.009] [optim_t 0.242] [lr 0.001956] [CE 4.084 (3.750)] [KD 0.000 (0.000)] +2024-10-12 02:07:56,214 - Train: 40.41% [151650/375300] [121.2/300.0] [batch_t 0.259 (0.236)] [data_t 0.009] [optim_t 0.250] [lr 0.001956] [CE 3.550 (3.762)] [KD 0.000 (0.000)] +2024-10-12 02:08:08,148 - Train: 40.42% [151700/375300] [121.3/300.0] [batch_t 0.187 (0.239)] [data_t 0.009] [optim_t 0.178] [lr 0.001955] [CE 3.997 (3.741)] [KD 0.000 (0.000)] +2024-10-12 02:08:19,928 - Train: 40.43% [151750/375300] [121.3/300.0] [batch_t 0.391 (0.235)] [data_t 0.009] [optim_t 0.382] [lr 0.001955] [CE 3.760 (3.722)] [KD 0.000 (0.000)] +2024-10-12 02:08:31,684 - Train: 40.45% [151800/375300] [121.3/300.0] [batch_t 0.184 (0.235)] [data_t 0.009] [optim_t 0.175] [lr 0.001954] [CE 3.384 (3.655)] [KD 0.000 (0.000)] +2024-10-12 02:08:43,404 - Train: 40.46% [151850/375300] [121.4/300.0] [batch_t 0.244 (0.234)] [data_t 0.009] [optim_t 0.235] [lr 0.001953] [CE 3.658 (3.716)] [KD 0.000 (0.000)] +2024-10-12 02:08:55,161 - Train: 40.47% [151900/375300] [121.4/300.0] [batch_t 0.260 (0.235)] [data_t 0.009] [optim_t 0.251] [lr 0.001953] [CE 4.016 (3.742)] [KD 0.000 (0.000)] +2024-10-12 02:09:06,822 - Train: 40.49% [151950/375300] [121.5/300.0] [batch_t 0.188 (0.233)] [data_t 0.009] [optim_t 0.179] [lr 0.001952] [CE 3.858 (3.706)] [KD 0.000 (0.000)] +2024-10-12 02:09:18,506 - Train: 40.50% [152000/375300] [121.5/300.0] [batch_t 0.191 (0.234)] [data_t 0.009] [optim_t 0.182] [lr 0.001952] [CE 3.598 (3.732)] [KD 0.000 (0.000)] +2024-10-12 02:09:30,365 - Train: 40.51% [152050/375300] [121.5/300.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.001951] [CE 3.686 (3.752)] [KD 0.000 (0.000)] +2024-10-12 02:09:42,267 - Train: 40.53% [152100/375300] [121.6/300.0] [batch_t 0.190 (0.238)] [data_t 0.009] [optim_t 0.181] [lr 0.001950] [CE 3.796 (3.721)] [KD 0.000 (0.000)] +2024-10-12 02:09:53,915 - Train: 40.54% [152150/375300] [121.6/300.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.001950] [CE 3.920 (3.730)] [KD 0.000 (0.000)] +2024-10-12 02:10:05,630 - Train: 40.55% [152200/375300] [121.7/300.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.001949] [CE 3.766 (3.730)] [KD 0.000 (0.000)] +2024-10-12 02:10:17,605 - Train: 40.57% [152250/375300] [121.7/300.0] [batch_t 0.188 (0.239)] [data_t 0.009] [optim_t 0.179] [lr 0.001949] [CE 3.699 (3.725)] [KD 0.000 (0.000)] +2024-10-12 02:10:29,314 - Train: 40.58% [152300/375300] [121.7/300.0] [batch_t 0.250 (0.234)] [data_t 0.009] [optim_t 0.241] [lr 0.001948] [CE 3.768 (3.778)] [KD 0.000 (0.000)] +2024-10-12 02:10:41,067 - Train: 40.59% [152350/375300] [121.8/300.0] [batch_t 0.207 (0.235)] [data_t 0.009] [optim_t 0.198] [lr 0.001947] [CE 4.029 (3.739)] [KD 0.000 (0.000)] +2024-10-12 02:10:52,840 - Train: 40.61% [152400/375300] [121.8/300.0] [batch_t 0.188 (0.235)] [data_t 0.009] [optim_t 0.179] [lr 0.001947] [CE 3.737 (3.735)] [KD 0.000 (0.000)] +2024-10-12 02:11:04,874 - Train: 40.62% [152450/375300] [121.9/300.0] [batch_t 0.267 (0.241)] [data_t 0.009] [optim_t 0.258] [lr 0.001946] [CE 3.222 (3.715)] [KD 0.000 (0.000)] +2024-10-12 02:11:16,776 - Train: 40.63% [152500/375300] [121.9/300.0] [batch_t 0.281 (0.238)] [data_t 0.009] [optim_t 0.272] [lr 0.001946] [CE 3.802 (3.758)] [KD 0.000 (0.000)] +2024-10-12 02:11:28,807 - Train: 40.65% [152550/375300] [121.9/300.0] [batch_t 0.211 (0.241)] [data_t 0.009] [optim_t 0.202] [lr 0.001945] [CE 3.856 (3.742)] [KD 0.000 (0.000)] +2024-10-12 02:11:40,532 - Train: 40.66% [152600/375300] [122.0/300.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.001944] [CE 3.836 (3.707)] [KD 0.000 (0.000)] +2024-10-12 02:11:45,019 - ==> Total time: 10:18:27 Eta: 15:02:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:11:54,287 - Train: 40.67% [152650/375300] [122.0/300.0] [batch_t 0.186 (0.277)] [data_t 0.009] [optim_t 0.177] [lr 0.001944] [CE 3.540 (3.619)] [KD 0.000 (0.000)] +2024-10-12 02:12:07,082 - Train: 40.69% [152700/375300] [122.1/300.0] [batch_t 0.246 (0.256)] [data_t 0.009] [optim_t 0.237] [lr 0.001943] [CE 3.834 (3.701)] [KD 0.000 (0.000)] +2024-10-12 02:12:19,150 - Train: 40.70% [152750/375300] [122.1/300.0] [batch_t 0.190 (0.241)] [data_t 0.009] [optim_t 0.181] [lr 0.001943] [CE 4.013 (3.733)] [KD 0.000 (0.000)] +2024-10-12 02:12:31,235 - Train: 40.71% [152800/375300] [122.1/300.0] [batch_t 0.209 (0.242)] [data_t 0.009] [optim_t 0.200] [lr 0.001942] [CE 3.757 (3.718)] [KD 0.000 (0.000)] +2024-10-12 02:12:43,409 - Train: 40.73% [152850/375300] [122.2/300.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.238] [lr 0.001942] [CE 3.772 (3.699)] [KD 0.000 (0.000)] +2024-10-12 02:12:55,575 - Train: 40.74% [152900/375300] [122.2/300.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.001941] [CE 3.892 (3.698)] [KD 0.000 (0.000)] +2024-10-12 02:13:07,398 - Train: 40.75% [152950/375300] [122.3/300.0] [batch_t 0.255 (0.236)] [data_t 0.009] [optim_t 0.246] [lr 0.001940] [CE 3.926 (3.718)] [KD 0.000 (0.000)] +2024-10-12 02:13:19,585 - Train: 40.77% [153000/375300] [122.3/300.0] [batch_t 0.253 (0.244)] [data_t 0.009] [optim_t 0.244] [lr 0.001940] [CE 3.901 (3.757)] [KD 0.000 (0.000)] +2024-10-12 02:13:31,504 - Train: 40.78% [153050/375300] [122.3/300.0] [batch_t 0.184 (0.238)] [data_t 0.009] [optim_t 0.175] [lr 0.001939] [CE 4.015 (3.748)] [KD 0.000 (0.000)] +2024-10-12 02:13:43,294 - Train: 40.79% [153100/375300] [122.4/300.0] [batch_t 0.196 (0.236)] [data_t 0.009] [optim_t 0.187] [lr 0.001939] [CE 3.454 (3.743)] [KD 0.000 (0.000)] +2024-10-12 02:13:55,114 - Train: 40.81% [153150/375300] [122.4/300.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.001938] [CE 3.819 (3.712)] [KD 0.000 (0.000)] +2024-10-12 02:14:07,084 - Train: 40.82% [153200/375300] [122.5/300.0] [batch_t 0.330 (0.239)] [data_t 0.009] [optim_t 0.322] [lr 0.001937] [CE 3.663 (3.719)] [KD 0.000 (0.000)] +2024-10-12 02:14:18,740 - Train: 40.83% [153250/375300] [122.5/300.0] [batch_t 0.248 (0.233)] [data_t 0.009] [optim_t 0.239] [lr 0.001937] [CE 3.706 (3.765)] [KD 0.000 (0.000)] +2024-10-12 02:14:30,533 - Train: 40.85% [153300/375300] [122.5/300.0] [batch_t 0.261 (0.236)] [data_t 0.009] [optim_t 0.252] [lr 0.001936] [CE 3.370 (3.729)] [KD 0.000 (0.000)] +2024-10-12 02:14:42,257 - Train: 40.86% [153350/375300] [122.6/300.0] [batch_t 0.244 (0.234)] [data_t 0.009] [optim_t 0.235] [lr 0.001936] [CE 3.576 (3.720)] [KD 0.000 (0.000)] +2024-10-12 02:14:54,126 - Train: 40.87% [153400/375300] [122.6/300.0] [batch_t 0.184 (0.237)] [data_t 0.009] [optim_t 0.175] [lr 0.001935] [CE 3.632 (3.741)] [KD 0.000 (0.000)] +2024-10-12 02:15:05,451 - Train: 40.89% [153450/375300] [122.7/300.0] [batch_t 0.203 (0.226)] [data_t 0.009] [optim_t 0.194] [lr 0.001934] [CE 3.876 (3.705)] [KD 0.000 (0.000)] +2024-10-12 02:15:17,048 - Train: 40.90% [153500/375300] [122.7/300.0] [batch_t 0.256 (0.232)] [data_t 0.009] [optim_t 0.247] [lr 0.001934] [CE 3.413 (3.716)] [KD 0.000 (0.000)] +2024-10-12 02:15:28,577 - Train: 40.91% [153550/375300] [122.7/300.0] [batch_t 0.213 (0.230)] [data_t 0.009] [optim_t 0.204] [lr 0.001933] [CE 3.554 (3.692)] [KD 0.000 (0.000)] +2024-10-12 02:15:40,508 - Train: 40.93% [153600/375300] [122.8/300.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001933] [CE 3.927 (3.773)] [KD 0.000 (0.000)] +2024-10-12 02:15:52,556 - Train: 40.94% [153650/375300] [122.8/300.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.001932] [CE 3.655 (3.673)] [KD 0.000 (0.000)] +2024-10-12 02:16:04,643 - Train: 40.95% [153700/375300] [122.9/300.0] [batch_t 0.253 (0.242)] [data_t 0.009] [optim_t 0.244] [lr 0.001931] [CE 3.584 (3.724)] [KD 0.000 (0.000)] +2024-10-12 02:16:16,417 - Train: 40.97% [153750/375300] [122.9/300.0] [batch_t 0.267 (0.235)] [data_t 0.009] [optim_t 0.258] [lr 0.001931] [CE 3.866 (3.743)] [KD 0.000 (0.000)] +2024-10-12 02:16:28,477 - Train: 40.98% [153800/375300] [122.9/300.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.001930] [CE 3.757 (3.734)] [KD 0.000 (0.000)] +2024-10-12 02:16:40,224 - Train: 40.99% [153850/375300] [123.0/300.0] [batch_t 0.239 (0.235)] [data_t 0.009] [optim_t 0.230] [lr 0.001930] [CE 3.518 (3.715)] [KD 0.000 (0.000)] +2024-10-12 02:16:45,353 - ==> Total time: 10:23:28 Eta: 14:57:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:16:54,401 - Train: 41.01% [153900/375300] [123.0/300.0] [batch_t 0.189 (0.289)] [data_t 0.009] [optim_t 0.180] [lr 0.001929] [CE 3.566 (3.717)] [KD 0.000 (0.000)] +2024-10-12 02:17:06,610 - Train: 41.02% [153950/375300] [123.1/300.0] [batch_t 0.185 (0.244)] [data_t 0.009] [optim_t 0.176] [lr 0.001928] [CE 3.611 (3.750)] [KD 0.000 (0.000)] +2024-10-12 02:17:18,709 - Train: 41.03% [154000/375300] [123.1/300.0] [batch_t 0.246 (0.242)] [data_t 0.072] [optim_t 0.174] [lr 0.001928] [CE 3.548 (3.743)] [KD 0.000 (0.000)] +2024-10-12 02:17:31,130 - Train: 41.05% [154050/375300] [123.1/300.0] [batch_t 0.261 (0.248)] [data_t 0.086] [optim_t 0.176] [lr 0.001927] [CE 4.006 (3.681)] [KD 0.000 (0.000)] +2024-10-12 02:17:43,396 - Train: 41.06% [154100/375300] [123.2/300.0] [batch_t 0.310 (0.245)] [data_t 0.048] [optim_t 0.263] [lr 0.001927] [CE 3.752 (3.682)] [KD 0.000 (0.000)] +2024-10-12 02:17:55,493 - Train: 41.07% [154150/375300] [123.2/300.0] [batch_t 0.268 (0.242)] [data_t 0.009] [optim_t 0.259] [lr 0.001926] [CE 3.722 (3.769)] [KD 0.000 (0.000)] +2024-10-12 02:18:07,537 - Train: 41.09% [154200/375300] [123.3/300.0] [batch_t 0.199 (0.241)] [data_t 0.009] [optim_t 0.190] [lr 0.001925] [CE 3.731 (3.686)] [KD 0.000 (0.000)] +2024-10-12 02:18:20,015 - Train: 41.10% [154250/375300] [123.3/300.0] [batch_t 0.210 (0.249)] [data_t 0.009] [optim_t 0.201] [lr 0.001925] [CE 3.895 (3.743)] [KD 0.000 (0.000)] +2024-10-12 02:18:32,099 - Train: 41.11% [154300/375300] [123.3/300.0] [batch_t 0.197 (0.242)] [data_t 0.009] [optim_t 0.188] [lr 0.001924] [CE 3.257 (3.747)] [KD 0.000 (0.000)] +2024-10-12 02:18:44,259 - Train: 41.13% [154350/375300] [123.4/300.0] [batch_t 0.269 (0.243)] [data_t 0.009] [optim_t 0.260] [lr 0.001924] [CE 3.646 (3.694)] [KD 0.000 (0.000)] +2024-10-12 02:18:56,564 - Train: 41.14% [154400/375300] [123.4/300.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.001923] [CE 3.749 (3.755)] [KD 0.000 (0.000)] +2024-10-12 02:19:09,035 - Train: 41.15% [154450/375300] [123.5/300.0] [batch_t 0.234 (0.249)] [data_t 0.009] [optim_t 0.226] [lr 0.001922] [CE 3.651 (3.714)] [KD 0.000 (0.000)] +2024-10-12 02:19:21,288 - Train: 41.17% [154500/375300] [123.5/300.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.001922] [CE 4.083 (3.755)] [KD 0.000 (0.000)] +2024-10-12 02:19:33,584 - Train: 41.18% [154550/375300] [123.5/300.0] [batch_t 0.338 (0.246)] [data_t 0.009] [optim_t 0.329] [lr 0.001921] [CE 3.617 (3.687)] [KD 0.000 (0.000)] +2024-10-12 02:19:45,633 - Train: 41.19% [154600/375300] [123.6/300.0] [batch_t 0.204 (0.241)] [data_t 0.009] [optim_t 0.196] [lr 0.001921] [CE 3.715 (3.763)] [KD 0.000 (0.000)] +2024-10-12 02:19:57,981 - Train: 41.21% [154650/375300] [123.6/300.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.240] [lr 0.001920] [CE 3.606 (3.700)] [KD 0.000 (0.000)] +2024-10-12 02:20:10,147 - Train: 41.22% [154700/375300] [123.7/300.0] [batch_t 0.184 (0.243)] [data_t 0.009] [optim_t 0.175] [lr 0.001919] [CE 3.519 (3.693)] [KD 0.000 (0.000)] +2024-10-12 02:20:22,036 - Train: 41.23% [154750/375300] [123.7/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.001919] [CE 3.522 (3.747)] [KD 0.000 (0.000)] +2024-10-12 02:20:34,376 - Train: 41.25% [154800/375300] [123.7/300.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.240] [lr 0.001918] [CE 3.745 (3.762)] [KD 0.000 (0.000)] +2024-10-12 02:20:46,663 - Train: 41.26% [154850/375300] [123.8/300.0] [batch_t 0.257 (0.246)] [data_t 0.009] [optim_t 0.249] [lr 0.001918] [CE 3.653 (3.737)] [KD 0.000 (0.000)] +2024-10-12 02:20:58,940 - Train: 41.27% [154900/375300] [123.8/300.0] [batch_t 0.224 (0.245)] [data_t 0.009] [optim_t 0.215] [lr 0.001917] [CE 3.714 (3.732)] [KD 0.000 (0.000)] +2024-10-12 02:21:11,502 - Train: 41.29% [154950/375300] [123.9/300.0] [batch_t 0.183 (0.251)] [data_t 0.009] [optim_t 0.174] [lr 0.001916] [CE 3.807 (3.727)] [KD 0.000 (0.000)] +2024-10-12 02:21:23,951 - Train: 41.30% [155000/375300] [123.9/300.0] [batch_t 0.189 (0.249)] [data_t 0.009] [optim_t 0.181] [lr 0.001916] [CE 3.746 (3.715)] [KD 0.000 (0.000)] +2024-10-12 02:21:36,542 - Train: 41.31% [155050/375300] [123.9/300.0] [batch_t 0.265 (0.252)] [data_t 0.009] [optim_t 0.257] [lr 0.001915] [CE 3.723 (3.710)] [KD 0.000 (0.000)] +2024-10-12 02:21:49,063 - Train: 41.33% [155100/375300] [124.0/300.0] [batch_t 0.243 (0.250)] [data_t 0.009] [optim_t 0.234] [lr 0.001915] [CE 3.511 (3.701)] [KD 0.000 (0.000)] +2024-10-12 02:21:54,293 - ==> Total time: 10:28:37 Eta: 14:52:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:22:02,998 - Train: 41.34% [155150/375300] [124.0/300.0] [batch_t 0.195 (0.270)] [data_t 0.009] [optim_t 0.186] [lr 0.001914] [CE 3.742 (3.672)] [KD 0.000 (0.000)] +2024-10-12 02:22:15,191 - Train: 41.35% [155200/375300] [124.1/300.0] [batch_t 0.250 (0.244)] [data_t 0.009] [optim_t 0.241] [lr 0.001913] [CE 3.859 (3.701)] [KD 0.000 (0.000)] +2024-10-12 02:22:26,465 - Train: 41.37% [155250/375300] [124.1/300.0] [batch_t 0.183 (0.225)] [data_t 0.009] [optim_t 0.174] [lr 0.001913] [CE 3.705 (3.706)] [KD 0.000 (0.000)] +2024-10-12 02:22:37,799 - Train: 41.38% [155300/375300] [124.1/300.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.001912] [CE 4.003 (3.708)] [KD 0.000 (0.000)] +2024-10-12 02:22:49,035 - Train: 41.39% [155350/375300] [124.2/300.0] [batch_t 0.194 (0.225)] [data_t 0.009] [optim_t 0.185] [lr 0.001912] [CE 3.480 (3.711)] [KD 0.000 (0.000)] +2024-10-12 02:23:00,503 - Train: 41.41% [155400/375300] [124.2/300.0] [batch_t 0.231 (0.229)] [data_t 0.009] [optim_t 0.222] [lr 0.001911] [CE 3.534 (3.755)] [KD 0.000 (0.000)] +2024-10-12 02:23:11,900 - Train: 41.42% [155450/375300] [124.3/300.0] [batch_t 0.225 (0.228)] [data_t 0.009] [optim_t 0.216] [lr 0.001910] [CE 3.891 (3.738)] [KD 0.000 (0.000)] +2024-10-12 02:23:23,381 - Train: 41.43% [155500/375300] [124.3/300.0] [batch_t 0.208 (0.229)] [data_t 0.009] [optim_t 0.199] [lr 0.001910] [CE 3.886 (3.747)] [KD 0.000 (0.000)] +2024-10-12 02:23:34,964 - Train: 41.45% [155550/375300] [124.3/300.0] [batch_t 0.256 (0.232)] [data_t 0.009] [optim_t 0.247] [lr 0.001909] [CE 3.811 (3.748)] [KD 0.000 (0.000)] +2024-10-12 02:23:46,295 - Train: 41.46% [155600/375300] [124.4/300.0] [batch_t 0.219 (0.227)] [data_t 0.009] [optim_t 0.210] [lr 0.001909] [CE 3.389 (3.667)] [KD 0.000 (0.000)] +2024-10-12 02:23:57,828 - Train: 41.47% [155650/375300] [124.4/300.0] [batch_t 0.221 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.001908] [CE 3.853 (3.740)] [KD 0.000 (0.000)] +2024-10-12 02:24:09,460 - Train: 41.49% [155700/375300] [124.5/300.0] [batch_t 0.419 (0.233)] [data_t 0.009] [optim_t 0.411] [lr 0.001907] [CE 3.702 (3.718)] [KD 0.000 (0.000)] +2024-10-12 02:24:20,653 - Train: 41.50% [155750/375300] [124.5/300.0] [batch_t 0.222 (0.224)] [data_t 0.009] [optim_t 0.213] [lr 0.001907] [CE 3.847 (3.713)] [KD 0.000 (0.000)] +2024-10-12 02:24:32,626 - Train: 41.51% [155800/375300] [124.5/300.0] [batch_t 0.209 (0.239)] [data_t 0.009] [optim_t 0.200] [lr 0.001906] [CE 3.817 (3.717)] [KD 0.000 (0.000)] +2024-10-12 02:24:44,245 - Train: 41.53% [155850/375300] [124.6/300.0] [batch_t 0.193 (0.232)] [data_t 0.009] [optim_t 0.184] [lr 0.001906] [CE 3.779 (3.758)] [KD 0.000 (0.000)] +2024-10-12 02:24:55,606 - Train: 41.54% [155900/375300] [124.6/300.0] [batch_t 0.219 (0.227)] [data_t 0.009] [optim_t 0.210] [lr 0.001905] [CE 3.861 (3.735)] [KD 0.000 (0.000)] +2024-10-12 02:25:06,971 - Train: 41.55% [155950/375300] [124.7/300.0] [batch_t 0.185 (0.227)] [data_t 0.009] [optim_t 0.176] [lr 0.001904] [CE 3.749 (3.728)] [KD 0.000 (0.000)] +2024-10-12 02:25:18,775 - Train: 41.57% [156000/375300] [124.7/300.0] [batch_t 0.217 (0.236)] [data_t 0.009] [optim_t 0.208] [lr 0.001904] [CE 3.428 (3.741)] [KD 0.000 (0.000)] +2024-10-12 02:25:30,392 - Train: 41.58% [156050/375300] [124.7/300.0] [batch_t 0.184 (0.232)] [data_t 0.009] [optim_t 0.175] [lr 0.001903] [CE 3.945 (3.752)] [KD 0.000 (0.000)] +2024-10-12 02:25:41,879 - Train: 41.59% [156100/375300] [124.8/300.0] [batch_t 0.240 (0.230)] [data_t 0.009] [optim_t 0.231] [lr 0.001903] [CE 3.829 (3.732)] [KD 0.000 (0.000)] +2024-10-12 02:25:53,331 - Train: 41.61% [156150/375300] [124.8/300.0] [batch_t 0.244 (0.229)] [data_t 0.009] [optim_t 0.235] [lr 0.001902] [CE 3.388 (3.747)] [KD 0.000 (0.000)] +2024-10-12 02:26:04,942 - Train: 41.62% [156200/375300] [124.9/300.0] [batch_t 0.192 (0.232)] [data_t 0.009] [optim_t 0.183] [lr 0.001901] [CE 4.109 (3.701)] [KD 0.000 (0.000)] +2024-10-12 02:26:16,615 - Train: 41.63% [156250/375300] [124.9/300.0] [batch_t 0.185 (0.233)] [data_t 0.009] [optim_t 0.176] [lr 0.001901] [CE 3.865 (3.718)] [KD 0.000 (0.000)] +2024-10-12 02:26:28,032 - Train: 41.65% [156300/375300] [124.9/300.0] [batch_t 0.216 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.001900] [CE 3.932 (3.717)] [KD 0.000 (0.000)] +2024-10-12 02:26:39,820 - Train: 41.66% [156350/375300] [125.0/300.0] [batch_t 0.260 (0.236)] [data_t 0.009] [optim_t 0.252] [lr 0.001900] [CE 3.957 (3.729)] [KD 0.000 (0.000)] +2024-10-12 02:26:57,348 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 35810] [top5_cnt 45494] [top_all 50000] +2024-10-12 02:26:57,348 - net: 71.620 (90.988) +2024-10-12 02:27:09,353 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 38470] [top5_cnt 46847] [top_all 50000] +2024-10-12 02:27:09,354 - net_E: 76.940 (93.694) +2024-10-12 02:27:09,494 - Max [top1: 71.620 (epoch: 125)] [top1-ema: 76.970 (epoch: 120)] +2024-10-12 02:27:09,495 - ==> Total time: 10:33:52 Eta: 14:47:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:27:20,430 - Train: 41.67% [156400/375300] [125.0/300.0] [batch_t 0.642 (0.261)] [data_t 0.466] [optim_t 0.176] [lr 0.001899] [CE 4.012 (3.730)] [KD 0.000 (0.000)] +2024-10-12 02:27:31,994 - Train: 41.69% [156450/375300] [125.1/300.0] [batch_t 0.205 (0.231)] [data_t 0.026] [optim_t 0.179] [lr 0.001898] [CE 3.377 (3.656)] [KD 0.000 (0.000)] +2024-10-12 02:27:43,881 - Train: 41.70% [156500/375300] [125.1/300.0] [batch_t 0.232 (0.238)] [data_t 0.055] [optim_t 0.177] [lr 0.001898] [CE 3.722 (3.691)] [KD 0.000 (0.000)] +2024-10-12 02:27:55,720 - Train: 41.71% [156550/375300] [125.1/300.0] [batch_t 0.204 (0.237)] [data_t 0.027] [optim_t 0.176] [lr 0.001897] [CE 4.055 (3.737)] [KD 0.000 (0.000)] +2024-10-12 02:28:07,833 - Train: 41.73% [156600/375300] [125.2/300.0] [batch_t 0.258 (0.242)] [data_t 0.084] [optim_t 0.174] [lr 0.001897] [CE 4.133 (3.702)] [KD 0.000 (0.000)] +2024-10-12 02:28:19,537 - Train: 41.74% [156650/375300] [125.2/300.0] [batch_t 0.239 (0.234)] [data_t 0.067] [optim_t 0.172] [lr 0.001896] [CE 3.470 (3.680)] [KD 0.000 (0.000)] +2024-10-12 02:28:31,680 - Train: 41.75% [156700/375300] [125.3/300.0] [batch_t 0.187 (0.243)] [data_t 0.013] [optim_t 0.174] [lr 0.001895] [CE 3.422 (3.711)] [KD 0.000 (0.000)] +2024-10-12 02:28:43,660 - Train: 41.77% [156750/375300] [125.3/300.0] [batch_t 0.187 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.001895] [CE 3.616 (3.661)] [KD 0.000 (0.000)] +2024-10-12 02:28:55,596 - Train: 41.78% [156800/375300] [125.3/300.0] [batch_t 0.282 (0.239)] [data_t 0.108] [optim_t 0.174] [lr 0.001894] [CE 3.799 (3.687)] [KD 0.000 (0.000)] +2024-10-12 02:29:07,803 - Train: 41.79% [156850/375300] [125.4/300.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.001894] [CE 3.837 (3.725)] [KD 0.000 (0.000)] +2024-10-12 02:29:19,793 - Train: 41.81% [156900/375300] [125.4/300.0] [batch_t 0.287 (0.240)] [data_t 0.009] [optim_t 0.278] [lr 0.001893] [CE 3.949 (3.694)] [KD 0.000 (0.000)] +2024-10-12 02:29:32,040 - Train: 41.82% [156950/375300] [125.5/300.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.251] [lr 0.001892] [CE 3.665 (3.695)] [KD 0.000 (0.000)] +2024-10-12 02:29:43,966 - Train: 41.83% [157000/375300] [125.5/300.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.001892] [CE 3.498 (3.702)] [KD 0.000 (0.000)] +2024-10-12 02:29:55,737 - Train: 41.85% [157050/375300] [125.5/300.0] [batch_t 0.252 (0.235)] [data_t 0.009] [optim_t 0.243] [lr 0.001891] [CE 3.731 (3.772)] [KD 0.000 (0.000)] +2024-10-12 02:30:07,631 - Train: 41.86% [157100/375300] [125.6/300.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.001891] [CE 3.902 (3.697)] [KD 0.000 (0.000)] +2024-10-12 02:30:19,111 - Train: 41.87% [157150/375300] [125.6/300.0] [batch_t 0.213 (0.229)] [data_t 0.009] [optim_t 0.205] [lr 0.001890] [CE 3.962 (3.778)] [KD 0.000 (0.000)] +2024-10-12 02:30:30,669 - Train: 41.89% [157200/375300] [125.7/300.0] [batch_t 0.186 (0.231)] [data_t 0.009] [optim_t 0.177] [lr 0.001889] [CE 3.569 (3.716)] [KD 0.000 (0.000)] +2024-10-12 02:30:41,974 - Train: 41.90% [157250/375300] [125.7/300.0] [batch_t 0.215 (0.226)] [data_t 0.009] [optim_t 0.206] [lr 0.001889] [CE 4.051 (3.715)] [KD 0.000 (0.000)] +2024-10-12 02:30:53,576 - Train: 41.91% [157300/375300] [125.7/300.0] [batch_t 0.185 (0.232)] [data_t 0.009] [optim_t 0.177] [lr 0.001888] [CE 3.696 (3.732)] [KD 0.000 (0.000)] +2024-10-12 02:31:05,179 - Train: 41.93% [157350/375300] [125.8/300.0] [batch_t 0.421 (0.232)] [data_t 0.009] [optim_t 0.412] [lr 0.001888] [CE 3.886 (3.754)] [KD 0.000 (0.000)] +2024-10-12 02:31:16,274 - Train: 41.94% [157400/375300] [125.8/300.0] [batch_t 0.185 (0.222)] [data_t 0.009] [optim_t 0.176] [lr 0.001887] [CE 3.600 (3.673)] [KD 0.000 (0.000)] +2024-10-12 02:31:27,878 - Train: 41.95% [157450/375300] [125.9/300.0] [batch_t 0.190 (0.232)] [data_t 0.009] [optim_t 0.181] [lr 0.001886] [CE 3.540 (3.726)] [KD 0.000 (0.000)] +2024-10-12 02:31:39,533 - Train: 41.97% [157500/375300] [125.9/300.0] [batch_t 0.185 (0.233)] [data_t 0.009] [optim_t 0.176] [lr 0.001886] [CE 4.074 (3.661)] [KD 0.000 (0.000)] +2024-10-12 02:31:51,720 - Train: 41.98% [157550/375300] [125.9/300.0] [batch_t 0.267 (0.244)] [data_t 0.095] [optim_t 0.172] [lr 0.001885] [CE 3.750 (3.687)] [KD 0.000 (0.000)] +2024-10-12 02:32:03,834 - Train: 41.99% [157600/375300] [126.0/300.0] [batch_t 0.240 (0.242)] [data_t 0.062] [optim_t 0.178] [lr 0.001885] [CE 3.756 (3.708)] [KD 0.000 (0.000)] +2024-10-12 02:32:09,509 - ==> Total time: 10:38:52 Eta: 14:42:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:32:18,605 - Train: 42.01% [157650/375300] [126.0/300.0] [batch_t 0.189 (0.327)] [data_t 0.009] [optim_t 0.181] [lr 0.001884] [CE 3.679 (3.736)] [KD 0.000 (0.000)] +2024-10-12 02:32:29,296 - Train: 42.02% [157700/375300] [126.1/300.0] [batch_t 0.187 (0.214)] [data_t 0.009] [optim_t 0.179] [lr 0.001883] [CE 3.836 (3.704)] [KD 0.000 (0.000)] +2024-10-12 02:32:40,554 - Train: 42.03% [157750/375300] [126.1/300.0] [batch_t 0.183 (0.225)] [data_t 0.009] [optim_t 0.174] [lr 0.001883] [CE 3.635 (3.695)] [KD 0.000 (0.000)] +2024-10-12 02:32:52,245 - Train: 42.05% [157800/375300] [126.1/300.0] [batch_t 0.260 (0.234)] [data_t 0.048] [optim_t 0.212] [lr 0.001882] [CE 3.518 (3.714)] [KD 0.000 (0.000)] +2024-10-12 02:33:03,593 - Train: 42.06% [157850/375300] [126.2/300.0] [batch_t 0.187 (0.227)] [data_t 0.009] [optim_t 0.178] [lr 0.001882] [CE 3.380 (3.701)] [KD 0.000 (0.000)] +2024-10-12 02:33:14,901 - Train: 42.07% [157900/375300] [126.2/300.0] [batch_t 0.216 (0.226)] [data_t 0.009] [optim_t 0.208] [lr 0.001881] [CE 3.696 (3.712)] [KD 0.000 (0.000)] +2024-10-12 02:33:26,155 - Train: 42.09% [157950/375300] [126.3/300.0] [batch_t 0.217 (0.225)] [data_t 0.009] [optim_t 0.208] [lr 0.001880] [CE 3.824 (3.674)] [KD 0.000 (0.000)] +2024-10-12 02:33:37,491 - Train: 42.10% [158000/375300] [126.3/300.0] [batch_t 0.204 (0.227)] [data_t 0.028] [optim_t 0.176] [lr 0.001880] [CE 4.242 (3.716)] [KD 0.000 (0.000)] +2024-10-12 02:33:48,801 - Train: 42.11% [158050/375300] [126.3/300.0] [batch_t 0.187 (0.226)] [data_t 0.009] [optim_t 0.178] [lr 0.001879] [CE 3.924 (3.693)] [KD 0.000 (0.000)] +2024-10-12 02:34:00,222 - Train: 42.13% [158100/375300] [126.4/300.0] [batch_t 0.212 (0.228)] [data_t 0.037] [optim_t 0.175] [lr 0.001879] [CE 3.836 (3.710)] [KD 0.000 (0.000)] +2024-10-12 02:34:11,727 - Train: 42.14% [158150/375300] [126.4/300.0] [batch_t 0.270 (0.230)] [data_t 0.096] [optim_t 0.174] [lr 0.001878] [CE 3.452 (3.718)] [KD 0.000 (0.000)] +2024-10-12 02:34:23,178 - Train: 42.15% [158200/375300] [126.5/300.0] [batch_t 0.269 (0.229)] [data_t 0.094] [optim_t 0.175] [lr 0.001877] [CE 4.093 (3.706)] [KD 0.000 (0.000)] +2024-10-12 02:34:34,444 - Train: 42.17% [158250/375300] [126.5/300.0] [batch_t 0.244 (0.225)] [data_t 0.070] [optim_t 0.174] [lr 0.001877] [CE 3.705 (3.731)] [KD 0.000 (0.000)] +2024-10-12 02:34:45,904 - Train: 42.18% [158300/375300] [126.5/300.0] [batch_t 0.206 (0.229)] [data_t 0.032] [optim_t 0.174] [lr 0.001876] [CE 3.889 (3.747)] [KD 0.000 (0.000)] +2024-10-12 02:34:57,206 - Train: 42.19% [158350/375300] [126.6/300.0] [batch_t 0.261 (0.226)] [data_t 0.083] [optim_t 0.178] [lr 0.001876] [CE 3.186 (3.696)] [KD 0.000 (0.000)] +2024-10-12 02:35:08,610 - Train: 42.21% [158400/375300] [126.6/300.0] [batch_t 0.272 (0.228)] [data_t 0.091] [optim_t 0.182] [lr 0.001875] [CE 3.750 (3.761)] [KD 0.000 (0.000)] +2024-10-12 02:35:20,108 - Train: 42.22% [158450/375300] [126.7/300.0] [batch_t 0.238 (0.230)] [data_t 0.009] [optim_t 0.229] [lr 0.001874] [CE 3.845 (3.703)] [KD 0.000 (0.000)] +2024-10-12 02:35:31,701 - Train: 42.23% [158500/375300] [126.7/300.0] [batch_t 0.238 (0.232)] [data_t 0.009] [optim_t 0.229] [lr 0.001874] [CE 3.311 (3.711)] [KD 0.000 (0.000)] +2024-10-12 02:35:43,268 - Train: 42.25% [158550/375300] [126.7/300.0] [batch_t 0.254 (0.231)] [data_t 0.009] [optim_t 0.245] [lr 0.001873] [CE 3.703 (3.698)] [KD 0.000 (0.000)] +2024-10-12 02:35:54,865 - Train: 42.26% [158600/375300] [126.8/300.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.221] [lr 0.001873] [CE 3.786 (3.676)] [KD 0.000 (0.000)] +2024-10-12 02:36:06,227 - Train: 42.27% [158650/375300] [126.8/300.0] [batch_t 0.195 (0.227)] [data_t 0.009] [optim_t 0.186] [lr 0.001872] [CE 3.549 (3.698)] [KD 0.000 (0.000)] +2024-10-12 02:36:17,905 - Train: 42.29% [158700/375300] [126.9/300.0] [batch_t 0.240 (0.233)] [data_t 0.009] [optim_t 0.231] [lr 0.001871] [CE 3.712 (3.731)] [KD 0.000 (0.000)] +2024-10-12 02:36:29,362 - Train: 42.30% [158750/375300] [126.9/300.0] [batch_t 0.187 (0.229)] [data_t 0.009] [optim_t 0.178] [lr 0.001871] [CE 3.869 (3.741)] [KD 0.000 (0.000)] +2024-10-12 02:36:40,871 - Train: 42.31% [158800/375300] [126.9/300.0] [batch_t 0.186 (0.230)] [data_t 0.009] [optim_t 0.177] [lr 0.001870] [CE 3.633 (3.689)] [KD 0.000 (0.000)] +2024-10-12 02:36:52,512 - Train: 42.33% [158850/375300] [127.0/300.0] [batch_t 0.190 (0.233)] [data_t 0.009] [optim_t 0.181] [lr 0.001870] [CE 3.771 (3.712)] [KD 0.000 (0.000)] +2024-10-12 02:36:58,207 - ==> Total time: 10:43:40 Eta: 14:36:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:37:06,242 - Train: 42.34% [158900/375300] [127.0/300.0] [batch_t 0.184 (0.295)] [data_t 0.009] [optim_t 0.175] [lr 0.001869] [CE 3.743 (3.660)] [KD 0.000 (0.000)] +2024-10-12 02:37:18,550 - Train: 42.35% [158950/375300] [127.1/300.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001868] [CE 3.895 (3.704)] [KD 0.000 (0.000)] +2024-10-12 02:37:30,329 - Train: 42.37% [159000/375300] [127.1/300.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.001868] [CE 3.504 (3.666)] [KD 0.000 (0.000)] +2024-10-12 02:37:42,455 - Train: 42.38% [159050/375300] [127.1/300.0] [batch_t 0.254 (0.242)] [data_t 0.009] [optim_t 0.245] [lr 0.001867] [CE 3.760 (3.697)] [KD 0.000 (0.000)] +2024-10-12 02:37:54,722 - Train: 42.39% [159100/375300] [127.2/300.0] [batch_t 0.272 (0.245)] [data_t 0.009] [optim_t 0.264] [lr 0.001867] [CE 3.410 (3.688)] [KD 0.000 (0.000)] +2024-10-12 02:38:06,464 - Train: 42.41% [159150/375300] [127.2/300.0] [batch_t 0.256 (0.235)] [data_t 0.009] [optim_t 0.247] [lr 0.001866] [CE 3.568 (3.693)] [KD 0.000 (0.000)] +2024-10-12 02:38:18,026 - Train: 42.42% [159200/375300] [127.3/300.0] [batch_t 0.200 (0.231)] [data_t 0.009] [optim_t 0.192] [lr 0.001865] [CE 3.694 (3.692)] [KD 0.000 (0.000)] +2024-10-12 02:38:29,857 - Train: 42.43% [159250/375300] [127.3/300.0] [batch_t 0.256 (0.237)] [data_t 0.009] [optim_t 0.247] [lr 0.001865] [CE 3.616 (3.726)] [KD 0.000 (0.000)] +2024-10-12 02:38:41,777 - Train: 42.45% [159300/375300] [127.3/300.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.001864] [CE 3.670 (3.723)] [KD 0.000 (0.000)] +2024-10-12 02:38:53,347 - Train: 42.46% [159350/375300] [127.4/300.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.001864] [CE 3.488 (3.726)] [KD 0.000 (0.000)] +2024-10-12 02:39:05,018 - Train: 42.47% [159400/375300] [127.4/300.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.001863] [CE 3.491 (3.691)] [KD 0.000 (0.000)] +2024-10-12 02:39:16,464 - Train: 42.49% [159450/375300] [127.5/300.0] [batch_t 0.247 (0.229)] [data_t 0.009] [optim_t 0.238] [lr 0.001862] [CE 3.566 (3.759)] [KD 0.000 (0.000)] +2024-10-12 02:39:27,709 - Train: 42.50% [159500/375300] [127.5/300.0] [batch_t 0.202 (0.225)] [data_t 0.009] [optim_t 0.193] [lr 0.001862] [CE 3.892 (3.724)] [KD 0.000 (0.000)] +2024-10-12 02:39:39,906 - Train: 42.51% [159550/375300] [127.5/300.0] [batch_t 0.206 (0.244)] [data_t 0.009] [optim_t 0.197] [lr 0.001861] [CE 3.713 (3.726)] [KD 0.000 (0.000)] +2024-10-12 02:39:51,825 - Train: 42.53% [159600/375300] [127.6/300.0] [batch_t 0.320 (0.238)] [data_t 0.009] [optim_t 0.311] [lr 0.001860] [CE 3.919 (3.710)] [KD 0.000 (0.000)] +2024-10-12 02:40:03,238 - Train: 42.54% [159650/375300] [127.6/300.0] [batch_t 0.242 (0.228)] [data_t 0.009] [optim_t 0.233] [lr 0.001860] [CE 3.552 (3.673)] [KD 0.000 (0.000)] +2024-10-12 02:40:15,168 - Train: 42.55% [159700/375300] [127.7/300.0] [batch_t 0.194 (0.238)] [data_t 0.009] [optim_t 0.185] [lr 0.001859] [CE 3.578 (3.739)] [KD 0.000 (0.000)] +2024-10-12 02:40:26,855 - Train: 42.57% [159750/375300] [127.7/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.001859] [CE 3.643 (3.723)] [KD 0.000 (0.000)] +2024-10-12 02:40:38,387 - Train: 42.58% [159800/375300] [127.7/300.0] [batch_t 0.297 (0.231)] [data_t 0.009] [optim_t 0.288] [lr 0.001858] [CE 3.777 (3.675)] [KD 0.000 (0.000)] +2024-10-12 02:40:50,277 - Train: 42.59% [159850/375300] [127.8/300.0] [batch_t 0.234 (0.238)] [data_t 0.009] [optim_t 0.225] [lr 0.001857] [CE 3.716 (3.750)] [KD 0.000 (0.000)] +2024-10-12 02:41:01,829 - Train: 42.61% [159900/375300] [127.8/300.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.001857] [CE 3.685 (3.704)] [KD 0.000 (0.000)] +2024-10-12 02:41:13,818 - Train: 42.62% [159950/375300] [127.9/300.0] [batch_t 0.272 (0.240)] [data_t 0.009] [optim_t 0.263] [lr 0.001856] [CE 3.620 (3.700)] [KD 0.000 (0.000)] +2024-10-12 02:41:25,620 - Train: 42.63% [160000/375300] [127.9/300.0] [batch_t 0.251 (0.236)] [data_t 0.009] [optim_t 0.242] [lr 0.001856] [CE 3.885 (3.750)] [KD 0.000 (0.000)] +2024-10-12 02:41:37,410 - Train: 42.65% [160050/375300] [127.9/300.0] [batch_t 0.266 (0.236)] [data_t 0.009] [optim_t 0.258] [lr 0.001855] [CE 4.169 (3.725)] [KD 0.000 (0.000)] +2024-10-12 02:41:49,046 - Train: 42.66% [160100/375300] [128.0/300.0] [batch_t 0.263 (0.233)] [data_t 0.009] [optim_t 0.254] [lr 0.001854] [CE 3.672 (3.692)] [KD 0.000 (0.000)] +2024-10-12 02:41:55,017 - ==> Total time: 10:48:37 Eta: 14:31:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:42:03,757 - Train: 42.67% [160150/375300] [128.0/300.0] [batch_t 0.198 (0.330)] [data_t 0.009] [optim_t 0.188] [lr 0.001854] [CE 3.707 (3.651)] [KD 0.000 (0.000)] +2024-10-12 02:42:15,418 - Train: 42.69% [160200/375300] [128.1/300.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.001853] [CE 3.770 (3.713)] [KD 0.000 (0.000)] +2024-10-12 02:42:27,696 - Train: 42.70% [160250/375300] [128.1/300.0] [batch_t 0.224 (0.245)] [data_t 0.009] [optim_t 0.215] [lr 0.001853] [CE 3.847 (3.728)] [KD 0.000 (0.000)] +2024-10-12 02:42:39,522 - Train: 42.71% [160300/375300] [128.1/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.001852] [CE 3.828 (3.673)] [KD 0.000 (0.000)] +2024-10-12 02:42:51,748 - Train: 42.73% [160350/375300] [128.2/300.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.001851] [CE 3.718 (3.674)] [KD 0.000 (0.000)] +2024-10-12 02:43:03,948 - Train: 42.74% [160400/375300] [128.2/300.0] [batch_t 0.250 (0.244)] [data_t 0.010] [optim_t 0.240] [lr 0.001851] [CE 3.830 (3.736)] [KD 0.000 (0.000)] +2024-10-12 02:43:16,082 - Train: 42.75% [160450/375300] [128.3/300.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001850] [CE 3.848 (3.766)] [KD 0.000 (0.000)] +2024-10-12 02:43:28,533 - Train: 42.77% [160500/375300] [128.3/300.0] [batch_t 0.284 (0.249)] [data_t 0.009] [optim_t 0.276] [lr 0.001850] [CE 3.570 (3.695)] [KD 0.000 (0.000)] +2024-10-12 02:43:40,868 - Train: 42.78% [160550/375300] [128.3/300.0] [batch_t 0.272 (0.247)] [data_t 0.009] [optim_t 0.264] [lr 0.001849] [CE 3.659 (3.700)] [KD 0.000 (0.000)] +2024-10-12 02:43:52,999 - Train: 42.79% [160600/375300] [128.4/300.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.001848] [CE 3.587 (3.700)] [KD 0.000 (0.000)] +2024-10-12 02:44:05,428 - Train: 42.81% [160650/375300] [128.4/300.0] [batch_t 0.246 (0.248)] [data_t 0.009] [optim_t 0.237] [lr 0.001848] [CE 3.555 (3.702)] [KD 0.000 (0.000)] +2024-10-12 02:44:17,576 - Train: 42.82% [160700/375300] [128.5/300.0] [batch_t 0.197 (0.243)] [data_t 0.009] [optim_t 0.188] [lr 0.001847] [CE 3.590 (3.753)] [KD 0.000 (0.000)] +2024-10-12 02:44:29,590 - Train: 42.83% [160750/375300] [128.5/300.0] [batch_t 0.283 (0.240)] [data_t 0.009] [optim_t 0.274] [lr 0.001847] [CE 3.907 (3.732)] [KD 0.000 (0.000)] +2024-10-12 02:44:41,620 - Train: 42.85% [160800/375300] [128.5/300.0] [batch_t 0.220 (0.240)] [data_t 0.009] [optim_t 0.211] [lr 0.001846] [CE 3.915 (3.751)] [KD 0.000 (0.000)] +2024-10-12 02:44:53,242 - Train: 42.86% [160850/375300] [128.6/300.0] [batch_t 0.234 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.001845] [CE 3.773 (3.659)] [KD 0.000 (0.000)] +2024-10-12 02:45:05,568 - Train: 42.87% [160900/375300] [128.6/300.0] [batch_t 0.186 (0.246)] [data_t 0.009] [optim_t 0.176] [lr 0.001845] [CE 3.780 (3.661)] [KD 0.000 (0.000)] +2024-10-12 02:45:17,444 - Train: 42.89% [160950/375300] [128.7/300.0] [batch_t 0.270 (0.237)] [data_t 0.095] [optim_t 0.175] [lr 0.001844] [CE 3.609 (3.685)] [KD 0.000 (0.000)] +2024-10-12 02:45:29,624 - Train: 42.90% [161000/375300] [128.7/300.0] [batch_t 0.245 (0.243)] [data_t 0.068] [optim_t 0.176] [lr 0.001844] [CE 3.902 (3.679)] [KD 0.000 (0.000)] +2024-10-12 02:45:41,463 - Train: 42.91% [161050/375300] [128.7/300.0] [batch_t 0.262 (0.237)] [data_t 0.086] [optim_t 0.177] [lr 0.001843] [CE 3.654 (3.730)] [KD 0.000 (0.000)] +2024-10-12 02:45:53,471 - Train: 42.93% [161100/375300] [128.8/300.0] [batch_t 0.258 (0.240)] [data_t 0.083] [optim_t 0.175] [lr 0.001842] [CE 4.165 (3.719)] [KD 0.000 (0.000)] +2024-10-12 02:46:05,779 - Train: 42.94% [161150/375300] [128.8/300.0] [batch_t 0.237 (0.246)] [data_t 0.057] [optim_t 0.179] [lr 0.001842] [CE 3.792 (3.736)] [KD 0.000 (0.000)] +2024-10-12 02:46:17,838 - Train: 42.95% [161200/375300] [128.9/300.0] [batch_t 0.240 (0.241)] [data_t 0.065] [optim_t 0.175] [lr 0.001841] [CE 3.723 (3.719)] [KD 0.000 (0.000)] +2024-10-12 02:46:29,984 - Train: 42.97% [161250/375300] [128.9/300.0] [batch_t 0.280 (0.243)] [data_t 0.104] [optim_t 0.176] [lr 0.001841] [CE 3.605 (3.718)] [KD 0.000 (0.000)] +2024-10-12 02:46:42,102 - Train: 42.98% [161300/375300] [128.9/300.0] [batch_t 0.189 (0.242)] [data_t 0.014] [optim_t 0.175] [lr 0.001840] [CE 4.002 (3.749)] [KD 0.000 (0.000)] +2024-10-12 02:46:54,358 - Train: 42.99% [161350/375300] [129.0/300.0] [batch_t 0.237 (0.245)] [data_t 0.062] [optim_t 0.175] [lr 0.001839] [CE 3.697 (3.696)] [KD 0.000 (0.000)] +2024-10-12 02:47:00,844 - ==> Total time: 10:53:43 Eta: 14:26:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:47:11,672 - Train: 43.01% [161400/375300] [129.0/300.0] [batch_t 0.189 (0.270)] [data_t 0.009] [optim_t 0.179] [lr 0.001839] [CE 3.833 (3.637)] [KD 0.000 (0.000)] +2024-10-12 02:47:23,809 - Train: 43.02% [161450/375300] [129.1/300.0] [batch_t 0.263 (0.243)] [data_t 0.009] [optim_t 0.254] [lr 0.001838] [CE 3.366 (3.684)] [KD 0.000 (0.000)] +2024-10-12 02:47:36,608 - Train: 43.03% [161500/375300] [129.1/300.0] [batch_t 0.207 (0.256)] [data_t 0.009] [optim_t 0.198] [lr 0.001837] [CE 3.871 (3.711)] [KD 0.000 (0.000)] +2024-10-12 02:47:48,785 - Train: 43.05% [161550/375300] [129.1/300.0] [batch_t 0.189 (0.243)] [data_t 0.009] [optim_t 0.180] [lr 0.001837] [CE 3.903 (3.705)] [KD 0.000 (0.000)] +2024-10-12 02:48:01,166 - Train: 43.06% [161600/375300] [129.2/300.0] [batch_t 0.188 (0.247)] [data_t 0.009] [optim_t 0.179] [lr 0.001836] [CE 3.706 (3.678)] [KD 0.000 (0.000)] +2024-10-12 02:48:12,960 - Train: 43.07% [161650/375300] [129.2/300.0] [batch_t 0.279 (0.236)] [data_t 0.009] [optim_t 0.270] [lr 0.001836] [CE 3.638 (3.705)] [KD 0.000 (0.000)] +2024-10-12 02:48:24,867 - Train: 43.09% [161700/375300] [129.3/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.001835] [CE 3.878 (3.721)] [KD 0.000 (0.000)] +2024-10-12 02:48:36,520 - Train: 43.10% [161750/375300] [129.3/300.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.001834] [CE 3.673 (3.670)] [KD 0.000 (0.000)] +2024-10-12 02:48:48,547 - Train: 43.11% [161800/375300] [129.3/300.0] [batch_t 0.188 (0.240)] [data_t 0.009] [optim_t 0.180] [lr 0.001834] [CE 3.993 (3.705)] [KD 0.000 (0.000)] +2024-10-12 02:49:00,192 - Train: 43.13% [161850/375300] [129.4/300.0] [batch_t 0.188 (0.233)] [data_t 0.009] [optim_t 0.179] [lr 0.001833] [CE 3.950 (3.731)] [KD 0.000 (0.000)] +2024-10-12 02:49:12,227 - Train: 43.14% [161900/375300] [129.4/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.001833] [CE 3.864 (3.658)] [KD 0.000 (0.000)] +2024-10-12 02:49:24,187 - Train: 43.15% [161950/375300] [129.5/300.0] [batch_t 0.213 (0.239)] [data_t 0.009] [optim_t 0.205] [lr 0.001832] [CE 3.716 (3.693)] [KD 0.000 (0.000)] +2024-10-12 02:49:36,198 - Train: 43.17% [162000/375300] [129.5/300.0] [batch_t 0.210 (0.240)] [data_t 0.009] [optim_t 0.201] [lr 0.001831] [CE 3.757 (3.706)] [KD 0.000 (0.000)] +2024-10-12 02:49:48,075 - Train: 43.18% [162050/375300] [129.5/300.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.001831] [CE 3.842 (3.705)] [KD 0.000 (0.000)] +2024-10-12 02:50:00,352 - Train: 43.19% [162100/375300] [129.6/300.0] [batch_t 0.289 (0.245)] [data_t 0.009] [optim_t 0.280] [lr 0.001830] [CE 3.274 (3.702)] [KD 0.000 (0.000)] +2024-10-12 02:50:12,104 - Train: 43.21% [162150/375300] [129.6/300.0] [batch_t 0.297 (0.235)] [data_t 0.009] [optim_t 0.288] [lr 0.001830] [CE 3.947 (3.730)] [KD 0.000 (0.000)] +2024-10-12 02:50:24,096 - Train: 43.22% [162200/375300] [129.7/300.0] [batch_t 0.261 (0.240)] [data_t 0.009] [optim_t 0.252] [lr 0.001829] [CE 3.469 (3.707)] [KD 0.000 (0.000)] +2024-10-12 02:50:36,206 - Train: 43.23% [162250/375300] [129.7/300.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001828] [CE 3.754 (3.716)] [KD 0.000 (0.000)] +2024-10-12 02:50:48,200 - Train: 43.25% [162300/375300] [129.7/300.0] [batch_t 0.259 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.001828] [CE 3.627 (3.683)] [KD 0.000 (0.000)] +2024-10-12 02:51:00,185 - Train: 43.26% [162350/375300] [129.8/300.0] [batch_t 0.216 (0.240)] [data_t 0.009] [optim_t 0.207] [lr 0.001827] [CE 3.524 (3.732)] [KD 0.000 (0.000)] +2024-10-12 02:51:12,115 - Train: 43.27% [162400/375300] [129.8/300.0] [batch_t 0.233 (0.238)] [data_t 0.009] [optim_t 0.224] [lr 0.001827] [CE 3.866 (3.760)] [KD 0.000 (0.000)] +2024-10-12 02:51:24,225 - Train: 43.29% [162450/375300] [129.9/300.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.001826] [CE 3.865 (3.706)] [KD 0.000 (0.000)] +2024-10-12 02:51:36,165 - Train: 43.30% [162500/375300] [129.9/300.0] [batch_t 0.272 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.001825] [CE 3.772 (3.726)] [KD 0.000 (0.000)] +2024-10-12 02:51:47,911 - Train: 43.31% [162550/375300] [129.9/300.0] [batch_t 0.219 (0.235)] [data_t 0.009] [optim_t 0.210] [lr 0.001825] [CE 3.579 (3.744)] [KD 0.000 (0.000)] +2024-10-12 02:51:59,344 - Train: 43.33% [162600/375300] [130.0/300.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.001824] [CE 3.836 (3.727)] [KD 0.000 (0.000)] +2024-10-12 02:52:17,668 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 36121] [top5_cnt 45647] [top_all 50000] +2024-10-12 02:52:17,668 - net: 72.242 (91.294) +2024-10-12 02:52:29,897 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 38562] [top5_cnt 46906] [top_all 50000] +2024-10-12 02:52:29,898 - net_E: 77.124 (93.812) +2024-10-12 02:52:30,040 - Max [top1: 72.242 (epoch: 130)] [top1-ema: 77.124 (epoch: 130)] +2024-10-12 02:52:30,040 - ==> Total time: 10:59:12 Eta: 14:22:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:52:40,196 - Train: 43.34% [162650/375300] [130.0/300.0] [batch_t 0.190 (0.251)] [data_t 0.009] [optim_t 0.181] [lr 0.001824] [CE 3.776 (3.718)] [KD 0.000 (0.000)] +2024-10-12 02:52:51,071 - Train: 43.35% [162700/375300] [130.1/300.0] [batch_t 0.188 (0.217)] [data_t 0.014] [optim_t 0.174] [lr 0.001823] [CE 3.877 (3.715)] [KD 0.000 (0.000)] +2024-10-12 02:53:02,423 - Train: 43.37% [162750/375300] [130.1/300.0] [batch_t 0.262 (0.227)] [data_t 0.038] [optim_t 0.224] [lr 0.001822] [CE 4.009 (3.695)] [KD 0.000 (0.000)] +2024-10-12 02:53:14,210 - Train: 43.38% [162800/375300] [130.1/300.0] [batch_t 0.186 (0.236)] [data_t 0.009] [optim_t 0.177] [lr 0.001822] [CE 3.323 (3.684)] [KD 0.000 (0.000)] +2024-10-12 02:53:25,783 - Train: 43.39% [162850/375300] [130.2/300.0] [batch_t 0.246 (0.231)] [data_t 0.009] [optim_t 0.237] [lr 0.001821] [CE 3.749 (3.699)] [KD 0.000 (0.000)] +2024-10-12 02:53:37,410 - Train: 43.41% [162900/375300] [130.2/300.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.224] [lr 0.001820] [CE 3.520 (3.667)] [KD 0.000 (0.000)] +2024-10-12 02:53:48,831 - Train: 43.42% [162950/375300] [130.3/300.0] [batch_t 0.217 (0.228)] [data_t 0.009] [optim_t 0.208] [lr 0.001820] [CE 3.635 (3.697)] [KD 0.000 (0.000)] +2024-10-12 02:54:00,335 - Train: 43.43% [163000/375300] [130.3/300.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.001819] [CE 3.656 (3.679)] [KD 0.000 (0.000)] +2024-10-12 02:54:11,737 - Train: 43.45% [163050/375300] [130.3/300.0] [batch_t 0.183 (0.228)] [data_t 0.009] [optim_t 0.174] [lr 0.001819] [CE 3.729 (3.654)] [KD 0.000 (0.000)] +2024-10-12 02:54:23,408 - Train: 43.46% [163100/375300] [130.4/300.0] [batch_t 0.189 (0.233)] [data_t 0.009] [optim_t 0.180] [lr 0.001818] [CE 3.975 (3.676)] [KD 0.000 (0.000)] +2024-10-12 02:54:35,043 - Train: 43.47% [163150/375300] [130.4/300.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.218] [lr 0.001817] [CE 3.425 (3.661)] [KD 0.000 (0.000)] +2024-10-12 02:54:46,566 - Train: 43.49% [163200/375300] [130.5/300.0] [batch_t 0.203 (0.230)] [data_t 0.009] [optim_t 0.194] [lr 0.001817] [CE 3.779 (3.704)] [KD 0.000 (0.000)] +2024-10-12 02:54:58,287 - Train: 43.50% [163250/375300] [130.5/300.0] [batch_t 0.243 (0.234)] [data_t 0.009] [optim_t 0.234] [lr 0.001816] [CE 3.773 (3.641)] [KD 0.000 (0.000)] +2024-10-12 02:55:10,031 - Train: 43.51% [163300/375300] [130.5/300.0] [batch_t 0.255 (0.235)] [data_t 0.009] [optim_t 0.246] [lr 0.001816] [CE 3.905 (3.671)] [KD 0.000 (0.000)] +2024-10-12 02:55:21,629 - Train: 43.53% [163350/375300] [130.6/300.0] [batch_t 0.235 (0.232)] [data_t 0.009] [optim_t 0.225] [lr 0.001815] [CE 3.348 (3.715)] [KD 0.000 (0.000)] +2024-10-12 02:55:33,467 - Train: 43.54% [163400/375300] [130.6/300.0] [batch_t 0.273 (0.237)] [data_t 0.009] [optim_t 0.264] [lr 0.001814] [CE 3.215 (3.675)] [KD 0.000 (0.000)] +2024-10-12 02:55:45,212 - Train: 43.55% [163450/375300] [130.7/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.177] [lr 0.001814] [CE 4.080 (3.743)] [KD 0.000 (0.000)] +2024-10-12 02:55:56,656 - Train: 43.57% [163500/375300] [130.7/300.0] [batch_t 0.236 (0.229)] [data_t 0.009] [optim_t 0.227] [lr 0.001813] [CE 4.265 (3.712)] [KD 0.000 (0.000)] +2024-10-12 02:56:08,202 - Train: 43.58% [163550/375300] [130.7/300.0] [batch_t 0.189 (0.231)] [data_t 0.009] [optim_t 0.180] [lr 0.001813] [CE 3.982 (3.709)] [KD 0.000 (0.000)] +2024-10-12 02:56:19,474 - Train: 43.59% [163600/375300] [130.8/300.0] [batch_t 0.228 (0.225)] [data_t 0.009] [optim_t 0.219] [lr 0.001812] [CE 3.664 (3.722)] [KD 0.000 (0.000)] +2024-10-12 02:56:31,254 - Train: 43.61% [163650/375300] [130.8/300.0] [batch_t 0.242 (0.236)] [data_t 0.064] [optim_t 0.177] [lr 0.001811] [CE 3.772 (3.676)] [KD 0.000 (0.000)] +2024-10-12 02:56:42,865 - Train: 43.62% [163700/375300] [130.9/300.0] [batch_t 0.222 (0.232)] [data_t 0.047] [optim_t 0.175] [lr 0.001811] [CE 3.691 (3.688)] [KD 0.000 (0.000)] +2024-10-12 02:56:54,485 - Train: 43.63% [163750/375300] [130.9/300.0] [batch_t 0.202 (0.232)] [data_t 0.029] [optim_t 0.173] [lr 0.001810] [CE 3.870 (3.728)] [KD 0.000 (0.000)] +2024-10-12 02:57:06,132 - Train: 43.65% [163800/375300] [130.9/300.0] [batch_t 0.188 (0.233)] [data_t 0.009] [optim_t 0.179] [lr 0.001810] [CE 3.782 (3.646)] [KD 0.000 (0.000)] +2024-10-12 02:57:17,536 - Train: 43.66% [163850/375300] [131.0/300.0] [batch_t 0.225 (0.228)] [data_t 0.050] [optim_t 0.175] [lr 0.001809] [CE 3.768 (3.740)] [KD 0.000 (0.000)] +2024-10-12 02:57:24,104 - ==> Total time: 11:04:06 Eta: 14:16:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 02:57:31,491 - Train: 43.67% [163900/375300] [131.0/300.0] [batch_t 0.184 (0.315)] [data_t 0.009] [optim_t 0.174] [lr 0.001808] [CE 3.453 (3.578)] [KD 0.000 (0.000)] +2024-10-12 02:57:43,106 - Train: 43.69% [163950/375300] [131.1/300.0] [batch_t 0.247 (0.232)] [data_t 0.009] [optim_t 0.238] [lr 0.001808] [CE 3.596 (3.707)] [KD 0.000 (0.000)] +2024-10-12 02:57:55,170 - Train: 43.70% [164000/375300] [131.1/300.0] [batch_t 0.271 (0.241)] [data_t 0.009] [optim_t 0.262] [lr 0.001807] [CE 3.793 (3.686)] [KD 0.000 (0.000)] +2024-10-12 02:58:06,869 - Train: 43.71% [164050/375300] [131.1/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.001806] [CE 3.533 (3.693)] [KD 0.000 (0.000)] +2024-10-12 02:58:18,562 - Train: 43.73% [164100/375300] [131.2/300.0] [batch_t 0.194 (0.234)] [data_t 0.009] [optim_t 0.185] [lr 0.001806] [CE 3.817 (3.644)] [KD 0.000 (0.000)] +2024-10-12 02:58:30,371 - Train: 43.74% [164150/375300] [131.2/300.0] [batch_t 0.221 (0.236)] [data_t 0.009] [optim_t 0.212] [lr 0.001805] [CE 4.009 (3.673)] [KD 0.000 (0.000)] +2024-10-12 02:58:42,262 - Train: 43.75% [164200/375300] [131.3/300.0] [batch_t 0.205 (0.238)] [data_t 0.009] [optim_t 0.196] [lr 0.001805] [CE 3.657 (3.746)] [KD 0.000 (0.000)] +2024-10-12 02:58:54,238 - Train: 43.76% [164250/375300] [131.3/300.0] [batch_t 0.233 (0.239)] [data_t 0.009] [optim_t 0.224] [lr 0.001804] [CE 3.957 (3.677)] [KD 0.000 (0.000)] +2024-10-12 02:59:06,431 - Train: 43.78% [164300/375300] [131.3/300.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.001803] [CE 3.758 (3.700)] [KD 0.000 (0.000)] +2024-10-12 02:59:18,444 - Train: 43.79% [164350/375300] [131.4/300.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.001803] [CE 3.713 (3.710)] [KD 0.000 (0.000)] +2024-10-12 02:59:30,205 - Train: 43.80% [164400/375300] [131.4/300.0] [batch_t 0.262 (0.235)] [data_t 0.009] [optim_t 0.253] [lr 0.001802] [CE 3.520 (3.706)] [KD 0.000 (0.000)] +2024-10-12 02:59:41,823 - Train: 43.82% [164450/375300] [131.5/300.0] [batch_t 0.188 (0.232)] [data_t 0.009] [optim_t 0.179] [lr 0.001802] [CE 3.952 (3.684)] [KD 0.000 (0.000)] +2024-10-12 02:59:53,736 - Train: 43.83% [164500/375300] [131.5/300.0] [batch_t 0.199 (0.238)] [data_t 0.009] [optim_t 0.190] [lr 0.001801] [CE 3.516 (3.688)] [KD 0.000 (0.000)] +2024-10-12 03:00:04,886 - Train: 43.84% [164550/375300] [131.5/300.0] [batch_t 0.207 (0.223)] [data_t 0.009] [optim_t 0.198] [lr 0.001800] [CE 3.801 (3.642)] [KD 0.000 (0.000)] +2024-10-12 03:00:16,640 - Train: 43.86% [164600/375300] [131.6/300.0] [batch_t 0.245 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.001800] [CE 3.259 (3.679)] [KD 0.000 (0.000)] +2024-10-12 03:00:28,616 - Train: 43.87% [164650/375300] [131.6/300.0] [batch_t 0.186 (0.239)] [data_t 0.009] [optim_t 0.177] [lr 0.001799] [CE 4.025 (3.724)] [KD 0.000 (0.000)] +2024-10-12 03:00:40,327 - Train: 43.88% [164700/375300] [131.7/300.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.001799] [CE 3.765 (3.720)] [KD 0.000 (0.000)] +2024-10-12 03:00:51,781 - Train: 43.90% [164750/375300] [131.7/300.0] [batch_t 0.230 (0.229)] [data_t 0.009] [optim_t 0.221] [lr 0.001798] [CE 3.571 (3.721)] [KD 0.000 (0.000)] +2024-10-12 03:01:03,702 - Train: 43.91% [164800/375300] [131.7/300.0] [batch_t 0.182 (0.238)] [data_t 0.009] [optim_t 0.173] [lr 0.001797] [CE 3.755 (3.747)] [KD 0.000 (0.000)] +2024-10-12 03:01:15,212 - Train: 43.92% [164850/375300] [131.8/300.0] [batch_t 0.275 (0.230)] [data_t 0.009] [optim_t 0.266] [lr 0.001797] [CE 3.993 (3.768)] [KD 0.000 (0.000)] +2024-10-12 03:01:27,509 - Train: 43.94% [164900/375300] [131.8/300.0] [batch_t 0.216 (0.246)] [data_t 0.009] [optim_t 0.208] [lr 0.001796] [CE 3.788 (3.659)] [KD 0.000 (0.000)] +2024-10-12 03:01:39,798 - Train: 43.95% [164950/375300] [131.9/300.0] [batch_t 0.193 (0.246)] [data_t 0.009] [optim_t 0.184] [lr 0.001795] [CE 3.763 (3.707)] [KD 0.000 (0.000)] +2024-10-12 03:01:51,954 - Train: 43.96% [165000/375300] [131.9/300.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.001795] [CE 3.733 (3.728)] [KD 0.000 (0.000)] +2024-10-12 03:02:03,982 - Train: 43.98% [165050/375300] [131.9/300.0] [batch_t 0.264 (0.240)] [data_t 0.009] [optim_t 0.255] [lr 0.001794] [CE 3.427 (3.675)] [KD 0.000 (0.000)] +2024-10-12 03:02:16,072 - Train: 43.99% [165100/375300] [132.0/300.0] [batch_t 0.214 (0.242)] [data_t 0.009] [optim_t 0.205] [lr 0.001794] [CE 3.711 (3.695)] [KD 0.000 (0.000)] +2024-10-12 03:02:23,016 - ==> Total time: 11:09:05 Eta: 14:11:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:02:30,479 - Train: 44.00% [165150/375300] [132.0/300.0] [batch_t 0.193 (0.345)] [data_t 0.009] [optim_t 0.184] [lr 0.001793] [CE 3.817 (3.613)] [KD 0.000 (0.000)] +2024-10-12 03:02:42,184 - Train: 44.02% [165200/375300] [132.1/300.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.001792] [CE 3.713 (3.639)] [KD 0.000 (0.000)] +2024-10-12 03:02:54,344 - Train: 44.03% [165250/375300] [132.1/300.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001792] [CE 3.593 (3.716)] [KD 0.000 (0.000)] +2024-10-12 03:03:06,325 - Train: 44.04% [165300/375300] [132.1/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.001791] [CE 3.755 (3.706)] [KD 0.000 (0.000)] +2024-10-12 03:03:18,356 - Train: 44.06% [165350/375300] [132.2/300.0] [batch_t 0.229 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.001791] [CE 3.595 (3.662)] [KD 0.000 (0.000)] +2024-10-12 03:03:30,194 - Train: 44.07% [165400/375300] [132.2/300.0] [batch_t 0.255 (0.237)] [data_t 0.009] [optim_t 0.247] [lr 0.001790] [CE 3.828 (3.703)] [KD 0.000 (0.000)] +2024-10-12 03:03:42,163 - Train: 44.08% [165450/375300] [132.3/300.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001789] [CE 3.445 (3.689)] [KD 0.000 (0.000)] +2024-10-12 03:03:54,111 - Train: 44.10% [165500/375300] [132.3/300.0] [batch_t 0.185 (0.239)] [data_t 0.009] [optim_t 0.176] [lr 0.001789] [CE 3.853 (3.678)] [KD 0.000 (0.000)] +2024-10-12 03:04:06,033 - Train: 44.11% [165550/375300] [132.3/300.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001788] [CE 3.641 (3.659)] [KD 0.000 (0.000)] +2024-10-12 03:04:17,974 - Train: 44.12% [165600/375300] [132.4/300.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.001788] [CE 4.011 (3.690)] [KD 0.000 (0.000)] +2024-10-12 03:04:29,893 - Train: 44.14% [165650/375300] [132.4/300.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.001787] [CE 3.560 (3.697)] [KD 0.000 (0.000)] +2024-10-12 03:04:41,862 - Train: 44.15% [165700/375300] [132.5/300.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.001786] [CE 3.811 (3.722)] [KD 0.000 (0.000)] +2024-10-12 03:04:53,827 - Train: 44.16% [165750/375300] [132.5/300.0] [batch_t 0.259 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.001786] [CE 3.824 (3.694)] [KD 0.000 (0.000)] +2024-10-12 03:05:05,819 - Train: 44.18% [165800/375300] [132.5/300.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001785] [CE 3.226 (3.674)] [KD 0.000 (0.000)] +2024-10-12 03:05:17,680 - Train: 44.19% [165850/375300] [132.6/300.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001785] [CE 3.967 (3.686)] [KD 0.000 (0.000)] +2024-10-12 03:05:29,786 - Train: 44.20% [165900/375300] [132.6/300.0] [batch_t 0.182 (0.242)] [data_t 0.009] [optim_t 0.173] [lr 0.001784] [CE 3.563 (3.700)] [KD 0.000 (0.000)] +2024-10-12 03:05:41,325 - Train: 44.22% [165950/375300] [132.7/300.0] [batch_t 0.192 (0.231)] [data_t 0.009] [optim_t 0.183] [lr 0.001783] [CE 3.723 (3.645)] [KD 0.000 (0.000)] +2024-10-12 03:05:52,830 - Train: 44.23% [166000/375300] [132.7/300.0] [batch_t 0.191 (0.230)] [data_t 0.009] [optim_t 0.182] [lr 0.001783] [CE 3.542 (3.716)] [KD 0.000 (0.000)] +2024-10-12 03:06:04,636 - Train: 44.24% [166050/375300] [132.7/300.0] [batch_t 0.198 (0.236)] [data_t 0.009] [optim_t 0.189] [lr 0.001782] [CE 3.654 (3.715)] [KD 0.000 (0.000)] +2024-10-12 03:06:16,391 - Train: 44.26% [166100/375300] [132.8/300.0] [batch_t 0.212 (0.235)] [data_t 0.009] [optim_t 0.203] [lr 0.001781] [CE 3.509 (3.666)] [KD 0.000 (0.000)] +2024-10-12 03:06:28,397 - Train: 44.27% [166150/375300] [132.8/300.0] [batch_t 0.196 (0.240)] [data_t 0.009] [optim_t 0.187] [lr 0.001781] [CE 3.861 (3.710)] [KD 0.000 (0.000)] +2024-10-12 03:06:40,179 - Train: 44.28% [166200/375300] [132.9/300.0] [batch_t 0.247 (0.236)] [data_t 0.009] [optim_t 0.238] [lr 0.001780] [CE 3.347 (3.677)] [KD 0.000 (0.000)] +2024-10-12 03:06:52,486 - Train: 44.30% [166250/375300] [132.9/300.0] [batch_t 0.234 (0.246)] [data_t 0.009] [optim_t 0.225] [lr 0.001780] [CE 3.765 (3.653)] [KD 0.000 (0.000)] +2024-10-12 03:07:04,432 - Train: 44.31% [166300/375300] [132.9/300.0] [batch_t 0.213 (0.239)] [data_t 0.009] [optim_t 0.204] [lr 0.001779] [CE 3.178 (3.655)] [KD 0.000 (0.000)] +2024-10-12 03:07:16,249 - Train: 44.32% [166350/375300] [133.0/300.0] [batch_t 0.222 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.001778] [CE 3.898 (3.680)] [KD 0.000 (0.000)] +2024-10-12 03:07:23,483 - ==> Total time: 11:14:06 Eta: 14:06:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:07:30,324 - Train: 44.34% [166400/375300] [133.0/300.0] [batch_t 0.188 (0.333)] [data_t 0.009] [optim_t 0.179] [lr 0.001778] [CE 3.976 (3.738)] [KD 0.000 (0.000)] +2024-10-12 03:07:41,462 - Train: 44.35% [166450/375300] [133.1/300.0] [batch_t 0.192 (0.223)] [data_t 0.018] [optim_t 0.174] [lr 0.001777] [CE 3.388 (3.632)] [KD 0.000 (0.000)] +2024-10-12 03:07:53,451 - Train: 44.36% [166500/375300] [133.1/300.0] [batch_t 0.250 (0.240)] [data_t 0.009] [optim_t 0.242] [lr 0.001777] [CE 3.435 (3.670)] [KD 0.000 (0.000)] +2024-10-12 03:08:05,285 - Train: 44.38% [166550/375300] [133.1/300.0] [batch_t 0.186 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.001776] [CE 3.724 (3.695)] [KD 0.000 (0.000)] +2024-10-12 03:08:16,522 - Train: 44.39% [166600/375300] [133.2/300.0] [batch_t 0.221 (0.225)] [data_t 0.009] [optim_t 0.212] [lr 0.001775] [CE 3.875 (3.690)] [KD 0.000 (0.000)] +2024-10-12 03:08:27,937 - Train: 44.40% [166650/375300] [133.2/300.0] [batch_t 0.260 (0.228)] [data_t 0.009] [optim_t 0.251] [lr 0.001775] [CE 3.741 (3.739)] [KD 0.000 (0.000)] +2024-10-12 03:08:39,510 - Train: 44.42% [166700/375300] [133.3/300.0] [batch_t 0.226 (0.231)] [data_t 0.009] [optim_t 0.217] [lr 0.001774] [CE 3.583 (3.689)] [KD 0.000 (0.000)] +2024-10-12 03:08:51,143 - Train: 44.43% [166750/375300] [133.3/300.0] [batch_t 0.335 (0.233)] [data_t 0.009] [optim_t 0.326] [lr 0.001773] [CE 3.756 (3.686)] [KD 0.000 (0.000)] +2024-10-12 03:09:02,423 - Train: 44.44% [166800/375300] [133.3/300.0] [batch_t 0.228 (0.226)] [data_t 0.009] [optim_t 0.219] [lr 0.001773] [CE 3.560 (3.707)] [KD 0.000 (0.000)] +2024-10-12 03:09:13,930 - Train: 44.46% [166850/375300] [133.4/300.0] [batch_t 0.229 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.001772] [CE 3.727 (3.728)] [KD 0.000 (0.000)] +2024-10-12 03:09:25,617 - Train: 44.47% [166900/375300] [133.4/300.0] [batch_t 0.185 (0.234)] [data_t 0.009] [optim_t 0.176] [lr 0.001772] [CE 3.601 (3.702)] [KD 0.000 (0.000)] +2024-10-12 03:09:37,238 - Train: 44.48% [166950/375300] [133.5/300.0] [batch_t 0.185 (0.232)] [data_t 0.009] [optim_t 0.176] [lr 0.001771] [CE 4.144 (3.703)] [KD 0.000 (0.000)] +2024-10-12 03:09:48,708 - Train: 44.50% [167000/375300] [133.5/300.0] [batch_t 0.243 (0.229)] [data_t 0.009] [optim_t 0.234] [lr 0.001770] [CE 3.862 (3.672)] [KD 0.000 (0.000)] +2024-10-12 03:10:00,315 - Train: 44.51% [167050/375300] [133.5/300.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.001770] [CE 3.959 (3.721)] [KD 0.000 (0.000)] +2024-10-12 03:10:11,873 - Train: 44.52% [167100/375300] [133.6/300.0] [batch_t 0.216 (0.231)] [data_t 0.009] [optim_t 0.207] [lr 0.001769] [CE 3.957 (3.670)] [KD 0.000 (0.000)] +2024-10-12 03:10:23,790 - Train: 44.54% [167150/375300] [133.6/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.001769] [CE 3.429 (3.659)] [KD 0.000 (0.000)] +2024-10-12 03:10:35,885 - Train: 44.55% [167200/375300] [133.7/300.0] [batch_t 0.264 (0.242)] [data_t 0.009] [optim_t 0.255] [lr 0.001768] [CE 3.573 (3.692)] [KD 0.000 (0.000)] +2024-10-12 03:10:47,748 - Train: 44.56% [167250/375300] [133.7/300.0] [batch_t 0.287 (0.237)] [data_t 0.009] [optim_t 0.278] [lr 0.001767] [CE 3.772 (3.687)] [KD 0.000 (0.000)] +2024-10-12 03:10:59,871 - Train: 44.58% [167300/375300] [133.7/300.0] [batch_t 0.212 (0.242)] [data_t 0.009] [optim_t 0.204] [lr 0.001767] [CE 3.371 (3.696)] [KD 0.000 (0.000)] +2024-10-12 03:11:11,981 - Train: 44.59% [167350/375300] [133.8/300.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001766] [CE 3.688 (3.692)] [KD 0.000 (0.000)] +2024-10-12 03:11:24,082 - Train: 44.60% [167400/375300] [133.8/300.0] [batch_t 0.255 (0.242)] [data_t 0.009] [optim_t 0.246] [lr 0.001766] [CE 3.470 (3.690)] [KD 0.000 (0.000)] +2024-10-12 03:11:36,054 - Train: 44.62% [167450/375300] [133.9/300.0] [batch_t 0.260 (0.239)] [data_t 0.009] [optim_t 0.251] [lr 0.001765] [CE 3.522 (3.706)] [KD 0.000 (0.000)] +2024-10-12 03:11:48,328 - Train: 44.63% [167500/375300] [133.9/300.0] [batch_t 0.282 (0.245)] [data_t 0.009] [optim_t 0.273] [lr 0.001764] [CE 3.872 (3.694)] [KD 0.000 (0.000)] +2024-10-12 03:12:00,553 - Train: 44.64% [167550/375300] [133.9/300.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.001764] [CE 3.871 (3.713)] [KD 0.000 (0.000)] +2024-10-12 03:12:12,674 - Train: 44.66% [167600/375300] [134.0/300.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001763] [CE 3.545 (3.712)] [KD 0.000 (0.000)] +2024-10-12 03:12:20,157 - ==> Total time: 11:19:02 Eta: 14:01:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:12:27,031 - Train: 44.67% [167650/375300] [134.0/300.0] [batch_t 0.186 (0.346)] [data_t 0.009] [optim_t 0.178] [lr 0.001762] [CE 3.392 (3.692)] [KD 0.000 (0.000)] +2024-10-12 03:12:38,301 - Train: 44.68% [167700/375300] [134.1/300.0] [batch_t 0.263 (0.225)] [data_t 0.009] [optim_t 0.254] [lr 0.001762] [CE 3.366 (3.610)] [KD 0.000 (0.000)] +2024-10-12 03:12:50,561 - Train: 44.70% [167750/375300] [134.1/300.0] [batch_t 0.185 (0.245)] [data_t 0.009] [optim_t 0.176] [lr 0.001761] [CE 3.451 (3.680)] [KD 0.000 (0.000)] +2024-10-12 03:13:02,694 - Train: 44.71% [167800/375300] [134.1/300.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.001761] [CE 3.644 (3.693)] [KD 0.000 (0.000)] +2024-10-12 03:13:14,504 - Train: 44.72% [167850/375300] [134.2/300.0] [batch_t 0.206 (0.236)] [data_t 0.009] [optim_t 0.197] [lr 0.001760] [CE 3.664 (3.715)] [KD 0.000 (0.000)] +2024-10-12 03:13:26,081 - Train: 44.74% [167900/375300] [134.2/300.0] [batch_t 0.215 (0.231)] [data_t 0.009] [optim_t 0.206] [lr 0.001759] [CE 3.734 (3.684)] [KD 0.000 (0.000)] +2024-10-12 03:13:37,749 - Train: 44.75% [167950/375300] [134.3/300.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.211] [lr 0.001759] [CE 3.759 (3.663)] [KD 0.000 (0.000)] +2024-10-12 03:13:49,424 - Train: 44.76% [168000/375300] [134.3/300.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.001758] [CE 3.537 (3.692)] [KD 0.000 (0.000)] +2024-10-12 03:14:00,985 - Train: 44.78% [168050/375300] [134.3/300.0] [batch_t 0.188 (0.231)] [data_t 0.009] [optim_t 0.180] [lr 0.001758] [CE 3.847 (3.661)] [KD 0.000 (0.000)] +2024-10-12 03:14:12,479 - Train: 44.79% [168100/375300] [134.4/300.0] [batch_t 0.250 (0.230)] [data_t 0.009] [optim_t 0.241] [lr 0.001757] [CE 3.854 (3.674)] [KD 0.000 (0.000)] +2024-10-12 03:14:24,158 - Train: 44.80% [168150/375300] [134.4/300.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.001756] [CE 3.567 (3.714)] [KD 0.000 (0.000)] +2024-10-12 03:14:35,594 - Train: 44.82% [168200/375300] [134.5/300.0] [batch_t 0.236 (0.229)] [data_t 0.009] [optim_t 0.227] [lr 0.001756] [CE 3.929 (3.676)] [KD 0.000 (0.000)] +2024-10-12 03:14:47,533 - Train: 44.83% [168250/375300] [134.5/300.0] [batch_t 0.268 (0.239)] [data_t 0.009] [optim_t 0.259] [lr 0.001755] [CE 3.784 (3.669)] [KD 0.000 (0.000)] +2024-10-12 03:14:59,341 - Train: 44.84% [168300/375300] [134.5/300.0] [batch_t 0.206 (0.236)] [data_t 0.009] [optim_t 0.197] [lr 0.001754] [CE 3.609 (3.707)] [KD 0.000 (0.000)] +2024-10-12 03:15:11,050 - Train: 44.86% [168350/375300] [134.6/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.001754] [CE 3.614 (3.730)] [KD 0.000 (0.000)] +2024-10-12 03:15:22,732 - Train: 44.87% [168400/375300] [134.6/300.0] [batch_t 0.272 (0.234)] [data_t 0.009] [optim_t 0.263] [lr 0.001753] [CE 3.708 (3.698)] [KD 0.000 (0.000)] +2024-10-12 03:15:34,585 - Train: 44.88% [168450/375300] [134.7/300.0] [batch_t 0.263 (0.237)] [data_t 0.009] [optim_t 0.254] [lr 0.001753] [CE 3.788 (3.678)] [KD 0.000 (0.000)] +2024-10-12 03:15:46,228 - Train: 44.90% [168500/375300] [134.7/300.0] [batch_t 0.184 (0.233)] [data_t 0.009] [optim_t 0.175] [lr 0.001752] [CE 3.567 (3.707)] [KD 0.000 (0.000)] +2024-10-12 03:15:58,020 - Train: 44.91% [168550/375300] [134.7/300.0] [batch_t 0.184 (0.236)] [data_t 0.009] [optim_t 0.176] [lr 0.001751] [CE 3.484 (3.744)] [KD 0.000 (0.000)] +2024-10-12 03:16:09,891 - Train: 44.92% [168600/375300] [134.8/300.0] [batch_t 0.193 (0.237)] [data_t 0.009] [optim_t 0.185] [lr 0.001751] [CE 3.824 (3.694)] [KD 0.000 (0.000)] +2024-10-12 03:16:21,803 - Train: 44.94% [168650/375300] [134.8/300.0] [batch_t 0.295 (0.238)] [data_t 0.009] [optim_t 0.286] [lr 0.001750] [CE 3.718 (3.637)] [KD 0.000 (0.000)] +2024-10-12 03:16:33,434 - Train: 44.95% [168700/375300] [134.9/300.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.001750] [CE 3.739 (3.696)] [KD 0.000 (0.000)] +2024-10-12 03:16:45,085 - Train: 44.96% [168750/375300] [134.9/300.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.001749] [CE 4.067 (3.736)] [KD 0.000 (0.000)] +2024-10-12 03:16:56,854 - Train: 44.98% [168800/375300] [134.9/300.0] [batch_t 0.251 (0.235)] [data_t 0.009] [optim_t 0.242] [lr 0.001748] [CE 3.491 (3.711)] [KD 0.000 (0.000)] +2024-10-12 03:17:08,392 - Train: 44.99% [168850/375300] [135.0/300.0] [batch_t 0.185 (0.231)] [data_t 0.009] [optim_t 0.176] [lr 0.001748] [CE 3.513 (3.706)] [KD 0.000 (0.000)] +2024-10-12 03:17:28,062 - Test (net): 100.00% [50/50] [batch_t 0.071 (0.235)] [top1_cnt 35889] [top5_cnt 45566] [top_all 50000] +2024-10-12 03:17:28,062 - net: 71.778 (91.132) +2024-10-12 03:17:40,009 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 38642] [top5_cnt 46935] [top_all 50000] +2024-10-12 03:17:40,010 - net_E: 77.284 (93.870) +2024-10-12 03:17:40,129 - Max [top1: 72.242 (epoch: 130)] [top1-ema: 77.284 (epoch: 135)] +2024-10-12 03:17:40,129 - ==> Total time: 11:24:22 Eta: 13:56:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:17:48,746 - Train: 45.00% [168900/375300] [135.0/300.0] [batch_t 0.185 (0.262)] [data_t 0.009] [optim_t 0.176] [lr 0.001747] [CE 3.722 (3.597)] [KD 0.000 (0.000)] +2024-10-12 03:18:00,511 - Train: 45.02% [168950/375300] [135.1/300.0] [batch_t 0.273 (0.235)] [data_t 0.098] [optim_t 0.175] [lr 0.001747] [CE 3.769 (3.676)] [KD 0.000 (0.000)] +2024-10-12 03:18:12,611 - Train: 45.03% [169000/375300] [135.1/300.0] [batch_t 0.235 (0.242)] [data_t 0.059] [optim_t 0.177] [lr 0.001746] [CE 3.641 (3.694)] [KD 0.000 (0.000)] +2024-10-12 03:18:24,834 - Train: 45.04% [169050/375300] [135.1/300.0] [batch_t 0.236 (0.244)] [data_t 0.063] [optim_t 0.172] [lr 0.001745] [CE 3.383 (3.656)] [KD 0.000 (0.000)] +2024-10-12 03:18:36,940 - Train: 45.06% [169100/375300] [135.2/300.0] [batch_t 0.268 (0.242)] [data_t 0.094] [optim_t 0.173] [lr 0.001745] [CE 3.412 (3.721)] [KD 0.000 (0.000)] +2024-10-12 03:18:48,985 - Train: 45.07% [169150/375300] [135.2/300.0] [batch_t 0.248 (0.241)] [data_t 0.072] [optim_t 0.175] [lr 0.001744] [CE 3.398 (3.678)] [KD 0.000 (0.000)] +2024-10-12 03:19:01,097 - Train: 45.08% [169200/375300] [135.3/300.0] [batch_t 0.271 (0.242)] [data_t 0.096] [optim_t 0.175] [lr 0.001743] [CE 3.623 (3.672)] [KD 0.000 (0.000)] +2024-10-12 03:19:13,100 - Train: 45.10% [169250/375300] [135.3/300.0] [batch_t 0.242 (0.240)] [data_t 0.067] [optim_t 0.175] [lr 0.001743] [CE 3.777 (3.724)] [KD 0.000 (0.000)] +2024-10-12 03:19:24,943 - Train: 45.11% [169300/375300] [135.3/300.0] [batch_t 0.238 (0.237)] [data_t 0.061] [optim_t 0.177] [lr 0.001742] [CE 3.625 (3.697)] [KD 0.000 (0.000)] +2024-10-12 03:19:36,754 - Train: 45.12% [169350/375300] [135.4/300.0] [batch_t 0.256 (0.236)] [data_t 0.080] [optim_t 0.176] [lr 0.001742] [CE 3.857 (3.681)] [KD 0.000 (0.000)] +2024-10-12 03:19:48,626 - Train: 45.14% [169400/375300] [135.4/300.0] [batch_t 0.183 (0.237)] [data_t 0.009] [optim_t 0.174] [lr 0.001741] [CE 3.827 (3.646)] [KD 0.000 (0.000)] +2024-10-12 03:20:00,378 - Train: 45.15% [169450/375300] [135.5/300.0] [batch_t 0.215 (0.235)] [data_t 0.040] [optim_t 0.175] [lr 0.001740] [CE 3.691 (3.684)] [KD 0.000 (0.000)] +2024-10-12 03:20:12,343 - Train: 45.16% [169500/375300] [135.5/300.0] [batch_t 0.220 (0.239)] [data_t 0.047] [optim_t 0.172] [lr 0.001740] [CE 3.626 (3.668)] [KD 0.000 (0.000)] +2024-10-12 03:20:24,253 - Train: 45.18% [169550/375300] [135.5/300.0] [batch_t 0.224 (0.238)] [data_t 0.051] [optim_t 0.173] [lr 0.001739] [CE 3.617 (3.699)] [KD 0.000 (0.000)] +2024-10-12 03:20:36,175 - Train: 45.19% [169600/375300] [135.6/300.0] [batch_t 0.244 (0.238)] [data_t 0.071] [optim_t 0.173] [lr 0.001739] [CE 3.636 (3.713)] [KD 0.000 (0.000)] +2024-10-12 03:20:48,022 - Train: 45.20% [169650/375300] [135.6/300.0] [batch_t 0.260 (0.237)] [data_t 0.085] [optim_t 0.175] [lr 0.001738] [CE 4.035 (3.707)] [KD 0.000 (0.000)] +2024-10-12 03:21:00,014 - Train: 45.22% [169700/375300] [135.7/300.0] [batch_t 0.242 (0.240)] [data_t 0.067] [optim_t 0.175] [lr 0.001737] [CE 3.416 (3.707)] [KD 0.000 (0.000)] +2024-10-12 03:21:11,826 - Train: 45.23% [169750/375300] [135.7/300.0] [batch_t 0.261 (0.236)] [data_t 0.086] [optim_t 0.174] [lr 0.001737] [CE 3.707 (3.697)] [KD 0.000 (0.000)] +2024-10-12 03:21:23,604 - Train: 45.24% [169800/375300] [135.7/300.0] [batch_t 0.239 (0.235)] [data_t 0.063] [optim_t 0.176] [lr 0.001736] [CE 3.876 (3.712)] [KD 0.000 (0.000)] +2024-10-12 03:21:35,440 - Train: 45.26% [169850/375300] [135.8/300.0] [batch_t 0.243 (0.237)] [data_t 0.072] [optim_t 0.172] [lr 0.001735] [CE 3.870 (3.689)] [KD 0.000 (0.000)] +2024-10-12 03:21:46,979 - Train: 45.27% [169900/375300] [135.8/300.0] [batch_t 0.228 (0.231)] [data_t 0.051] [optim_t 0.177] [lr 0.001735] [CE 3.400 (3.608)] [KD 0.000 (0.000)] +2024-10-12 03:21:58,669 - Train: 45.28% [169950/375300] [135.9/300.0] [batch_t 0.320 (0.234)] [data_t 0.062] [optim_t 0.258] [lr 0.001734] [CE 3.671 (3.683)] [KD 0.000 (0.000)] +2024-10-12 03:22:10,403 - Train: 45.30% [170000/375300] [135.9/300.0] [batch_t 0.249 (0.235)] [data_t 0.076] [optim_t 0.173] [lr 0.001734] [CE 3.653 (3.640)] [KD 0.000 (0.000)] +2024-10-12 03:22:22,165 - Train: 45.31% [170050/375300] [135.9/300.0] [batch_t 0.193 (0.235)] [data_t 0.019] [optim_t 0.173] [lr 0.001733] [CE 3.456 (3.660)] [KD 0.000 (0.000)] +2024-10-12 03:22:33,862 - Train: 45.32% [170100/375300] [136.0/300.0] [batch_t 0.469 (0.234)] [data_t 0.287] [optim_t 0.181] [lr 0.001732] [CE 3.794 (3.641)] [KD 0.000 (0.000)] +2024-10-12 03:22:41,504 - ==> Total time: 11:29:24 Eta: 13:51:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:22:48,516 - Train: 45.34% [170150/375300] [136.0/300.0] [batch_t 0.186 (0.400)] [data_t 0.009] [optim_t 0.177] [lr 0.001732] [CE 3.904 (3.841)] [KD 0.000 (0.000)] +2024-10-12 03:22:59,487 - Train: 45.35% [170200/375300] [136.1/300.0] [batch_t 0.235 (0.219)] [data_t 0.009] [optim_t 0.226] [lr 0.001731] [CE 3.988 (3.698)] [KD 0.000 (0.000)] +2024-10-12 03:23:11,960 - Train: 45.36% [170250/375300] [136.1/300.0] [batch_t 0.253 (0.249)] [data_t 0.009] [optim_t 0.244] [lr 0.001731] [CE 3.665 (3.698)] [KD 0.000 (0.000)] +2024-10-12 03:23:24,343 - Train: 45.38% [170300/375300] [136.1/300.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.227] [lr 0.001730] [CE 4.002 (3.683)] [KD 0.000 (0.000)] +2024-10-12 03:23:36,758 - Train: 45.39% [170350/375300] [136.2/300.0] [batch_t 0.226 (0.248)] [data_t 0.009] [optim_t 0.217] [lr 0.001729] [CE 3.387 (3.679)] [KD 0.000 (0.000)] +2024-10-12 03:23:48,934 - Train: 45.40% [170400/375300] [136.2/300.0] [batch_t 0.266 (0.243)] [data_t 0.009] [optim_t 0.258] [lr 0.001729] [CE 3.679 (3.707)] [KD 0.000 (0.000)] +2024-10-12 03:24:01,288 - Train: 45.42% [170450/375300] [136.3/300.0] [batch_t 0.245 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.001728] [CE 3.461 (3.629)] [KD 0.000 (0.000)] +2024-10-12 03:24:13,698 - Train: 45.43% [170500/375300] [136.3/300.0] [batch_t 0.270 (0.248)] [data_t 0.009] [optim_t 0.262] [lr 0.001727] [CE 3.684 (3.703)] [KD 0.000 (0.000)] +2024-10-12 03:24:26,009 - Train: 45.44% [170550/375300] [136.3/300.0] [batch_t 0.232 (0.246)] [data_t 0.009] [optim_t 0.223] [lr 0.001727] [CE 3.513 (3.650)] [KD 0.000 (0.000)] +2024-10-12 03:24:38,411 - Train: 45.46% [170600/375300] [136.4/300.0] [batch_t 0.260 (0.248)] [data_t 0.009] [optim_t 0.251] [lr 0.001726] [CE 4.087 (3.644)] [KD 0.000 (0.000)] +2024-10-12 03:24:50,538 - Train: 45.47% [170650/375300] [136.4/300.0] [batch_t 0.205 (0.242)] [data_t 0.009] [optim_t 0.196] [lr 0.001726] [CE 3.694 (3.686)] [KD 0.000 (0.000)] +2024-10-12 03:25:02,811 - Train: 45.48% [170700/375300] [136.5/300.0] [batch_t 0.276 (0.245)] [data_t 0.009] [optim_t 0.268] [lr 0.001725] [CE 3.902 (3.711)] [KD 0.000 (0.000)] +2024-10-12 03:25:15,086 - Train: 45.50% [170750/375300] [136.5/300.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.001724] [CE 3.676 (3.706)] [KD 0.000 (0.000)] +2024-10-12 03:25:27,153 - Train: 45.51% [170800/375300] [136.5/300.0] [batch_t 0.276 (0.241)] [data_t 0.009] [optim_t 0.267] [lr 0.001724] [CE 3.529 (3.656)] [KD 0.000 (0.000)] +2024-10-12 03:25:39,459 - Train: 45.52% [170850/375300] [136.6/300.0] [batch_t 0.215 (0.246)] [data_t 0.009] [optim_t 0.207] [lr 0.001723] [CE 3.343 (3.665)] [KD 0.000 (0.000)] +2024-10-12 03:25:51,517 - Train: 45.54% [170900/375300] [136.6/300.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.229] [lr 0.001723] [CE 3.770 (3.727)] [KD 0.000 (0.000)] +2024-10-12 03:26:03,678 - Train: 45.55% [170950/375300] [136.7/300.0] [batch_t 0.291 (0.243)] [data_t 0.009] [optim_t 0.282] [lr 0.001722] [CE 3.623 (3.671)] [KD 0.000 (0.000)] +2024-10-12 03:26:15,709 - Train: 45.56% [171000/375300] [136.7/300.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.224] [lr 0.001721] [CE 3.924 (3.670)] [KD 0.000 (0.000)] +2024-10-12 03:26:27,198 - Train: 45.58% [171050/375300] [136.7/300.0] [batch_t 0.288 (0.230)] [data_t 0.009] [optim_t 0.279] [lr 0.001721] [CE 3.543 (3.693)] [KD 0.000 (0.000)] +2024-10-12 03:26:38,884 - Train: 45.59% [171100/375300] [136.8/300.0] [batch_t 0.226 (0.234)] [data_t 0.009] [optim_t 0.217] [lr 0.001720] [CE 3.590 (3.698)] [KD 0.000 (0.000)] +2024-10-12 03:26:51,249 - Train: 45.60% [171150/375300] [136.8/300.0] [batch_t 0.185 (0.247)] [data_t 0.009] [optim_t 0.176] [lr 0.001719] [CE 3.626 (3.666)] [KD 0.000 (0.000)] +2024-10-12 03:27:03,463 - Train: 45.62% [171200/375300] [136.9/300.0] [batch_t 0.195 (0.244)] [data_t 0.009] [optim_t 0.186] [lr 0.001719] [CE 3.694 (3.698)] [KD 0.000 (0.000)] +2024-10-12 03:27:15,707 - Train: 45.63% [171250/375300] [136.9/300.0] [batch_t 0.184 (0.245)] [data_t 0.009] [optim_t 0.175] [lr 0.001718] [CE 3.676 (3.717)] [KD 0.000 (0.000)] +2024-10-12 03:27:27,670 - Train: 45.64% [171300/375300] [136.9/300.0] [batch_t 0.183 (0.239)] [data_t 0.009] [optim_t 0.175] [lr 0.001718] [CE 2.923 (3.644)] [KD 0.000 (0.000)] +2024-10-12 03:27:39,856 - Train: 45.66% [171350/375300] [137.0/300.0] [batch_t 0.198 (0.244)] [data_t 0.009] [optim_t 0.189] [lr 0.001717] [CE 3.779 (3.698)] [KD 0.000 (0.000)] +2024-10-12 03:27:47,929 - ==> Total time: 11:34:30 Eta: 13:46:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:27:54,514 - Train: 45.67% [171400/375300] [137.0/300.0] [batch_t 0.187 (0.382)] [data_t 0.009] [optim_t 0.178] [lr 0.001716] [CE 3.503 (3.637)] [KD 0.000 (0.000)] +2024-10-12 03:28:06,013 - Train: 45.68% [171450/375300] [137.1/300.0] [batch_t 0.208 (0.230)] [data_t 0.034] [optim_t 0.174] [lr 0.001716] [CE 3.603 (3.670)] [KD 0.000 (0.000)] +2024-10-12 03:28:18,378 - Train: 45.70% [171500/375300] [137.1/300.0] [batch_t 0.278 (0.247)] [data_t 0.009] [optim_t 0.269] [lr 0.001715] [CE 3.600 (3.649)] [KD 0.000 (0.000)] +2024-10-12 03:28:30,685 - Train: 45.71% [171550/375300] [137.1/300.0] [batch_t 0.197 (0.246)] [data_t 0.009] [optim_t 0.188] [lr 0.001715] [CE 3.695 (3.679)] [KD 0.000 (0.000)] +2024-10-12 03:28:43,047 - Train: 45.72% [171600/375300] [137.2/300.0] [batch_t 0.232 (0.247)] [data_t 0.009] [optim_t 0.223] [lr 0.001714] [CE 3.657 (3.715)] [KD 0.000 (0.000)] +2024-10-12 03:28:55,314 - Train: 45.74% [171650/375300] [137.2/300.0] [batch_t 0.288 (0.245)] [data_t 0.009] [optim_t 0.279] [lr 0.001713] [CE 3.402 (3.686)] [KD 0.000 (0.000)] +2024-10-12 03:29:07,081 - Train: 45.75% [171700/375300] [137.3/300.0] [batch_t 0.185 (0.235)] [data_t 0.010] [optim_t 0.175] [lr 0.001713] [CE 3.802 (3.682)] [KD 0.000 (0.000)] +2024-10-12 03:29:19,303 - Train: 45.76% [171750/375300] [137.3/300.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.001712] [CE 3.713 (3.672)] [KD 0.000 (0.000)] +2024-10-12 03:29:31,086 - Train: 45.78% [171800/375300] [137.3/300.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001711] [CE 3.177 (3.647)] [KD 0.000 (0.000)] +2024-10-12 03:29:42,929 - Train: 45.79% [171850/375300] [137.4/300.0] [batch_t 0.276 (0.237)] [data_t 0.009] [optim_t 0.267] [lr 0.001711] [CE 3.763 (3.702)] [KD 0.000 (0.000)] +2024-10-12 03:29:55,132 - Train: 45.80% [171900/375300] [137.4/300.0] [batch_t 0.262 (0.244)] [data_t 0.009] [optim_t 0.254] [lr 0.001710] [CE 3.920 (3.663)] [KD 0.000 (0.000)] +2024-10-12 03:30:07,291 - Train: 45.82% [171950/375300] [137.5/300.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.001710] [CE 3.749 (3.722)] [KD 0.000 (0.000)] +2024-10-12 03:30:19,157 - Train: 45.83% [172000/375300] [137.5/300.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.001709] [CE 3.987 (3.693)] [KD 0.000 (0.000)] +2024-10-12 03:30:30,948 - Train: 45.84% [172050/375300] [137.5/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.001708] [CE 3.809 (3.674)] [KD 0.000 (0.000)] +2024-10-12 03:30:42,773 - Train: 45.86% [172100/375300] [137.6/300.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.001708] [CE 3.498 (3.693)] [KD 0.000 (0.000)] +2024-10-12 03:30:54,416 - Train: 45.87% [172150/375300] [137.6/300.0] [batch_t 0.213 (0.233)] [data_t 0.009] [optim_t 0.204] [lr 0.001707] [CE 3.730 (3.667)] [KD 0.000 (0.000)] +2024-10-12 03:31:06,343 - Train: 45.88% [172200/375300] [137.6/300.0] [batch_t 0.295 (0.238)] [data_t 0.009] [optim_t 0.286] [lr 0.001707] [CE 3.654 (3.694)] [KD 0.000 (0.000)] +2024-10-12 03:31:18,269 - Train: 45.90% [172250/375300] [137.7/300.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.001706] [CE 3.840 (3.681)] [KD 0.000 (0.000)] +2024-10-12 03:31:30,057 - Train: 45.91% [172300/375300] [137.7/300.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.001705] [CE 3.061 (3.656)] [KD 0.000 (0.000)] +2024-10-12 03:31:41,872 - Train: 45.92% [172350/375300] [137.8/300.0] [batch_t 0.252 (0.236)] [data_t 0.009] [optim_t 0.243] [lr 0.001705] [CE 3.680 (3.602)] [KD 0.000 (0.000)] +2024-10-12 03:31:53,709 - Train: 45.94% [172400/375300] [137.8/300.0] [batch_t 0.211 (0.237)] [data_t 0.009] [optim_t 0.202] [lr 0.001704] [CE 4.005 (3.696)] [KD 0.000 (0.000)] +2024-10-12 03:32:05,445 - Train: 45.95% [172450/375300] [137.8/300.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.001703] [CE 3.689 (3.736)] [KD 0.000 (0.000)] +2024-10-12 03:32:17,279 - Train: 45.96% [172500/375300] [137.9/300.0] [batch_t 0.284 (0.237)] [data_t 0.009] [optim_t 0.275] [lr 0.001703] [CE 3.324 (3.693)] [KD 0.000 (0.000)] +2024-10-12 03:32:29,102 - Train: 45.98% [172550/375300] [137.9/300.0] [batch_t 0.258 (0.236)] [data_t 0.009] [optim_t 0.249] [lr 0.001702] [CE 3.755 (3.653)] [KD 0.000 (0.000)] +2024-10-12 03:32:41,083 - Train: 45.99% [172600/375300] [138.0/300.0] [batch_t 0.251 (0.240)] [data_t 0.009] [optim_t 0.242] [lr 0.001702] [CE 3.630 (3.701)] [KD 0.000 (0.000)] +2024-10-12 03:32:49,521 - ==> Total time: 11:39:32 Eta: 13:41:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:32:55,880 - Train: 46.00% [172650/375300] [138.0/300.0] [batch_t 0.188 (0.388)] [data_t 0.009] [optim_t 0.179] [lr 0.001701] [CE 3.734 (3.639)] [KD 0.000 (0.000)] +2024-10-12 03:33:07,850 - Train: 46.02% [172700/375300] [138.0/300.0] [batch_t 0.285 (0.239)] [data_t 0.111] [optim_t 0.173] [lr 0.001700] [CE 3.648 (3.647)] [KD 0.000 (0.000)] +2024-10-12 03:33:20,545 - Train: 46.03% [172750/375300] [138.1/300.0] [batch_t 0.186 (0.254)] [data_t 0.009] [optim_t 0.178] [lr 0.001700] [CE 3.444 (3.693)] [KD 0.000 (0.000)] +2024-10-12 03:33:32,672 - Train: 46.04% [172800/375300] [138.1/300.0] [batch_t 0.182 (0.242)] [data_t 0.009] [optim_t 0.173] [lr 0.001699] [CE 3.304 (3.687)] [KD 0.000 (0.000)] +2024-10-12 03:33:44,998 - Train: 46.06% [172850/375300] [138.2/300.0] [batch_t 0.182 (0.246)] [data_t 0.009] [optim_t 0.173] [lr 0.001699] [CE 3.597 (3.607)] [KD 0.000 (0.000)] +2024-10-12 03:33:56,837 - Train: 46.07% [172900/375300] [138.2/300.0] [batch_t 0.267 (0.237)] [data_t 0.009] [optim_t 0.258] [lr 0.001698] [CE 3.775 (3.667)] [KD 0.000 (0.000)] +2024-10-12 03:34:08,927 - Train: 46.08% [172950/375300] [138.2/300.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.001697] [CE 3.517 (3.677)] [KD 0.000 (0.000)] +2024-10-12 03:34:20,819 - Train: 46.10% [173000/375300] [138.3/300.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.001697] [CE 3.615 (3.648)] [KD 0.000 (0.000)] +2024-10-12 03:34:33,092 - Train: 46.11% [173050/375300] [138.3/300.0] [batch_t 0.183 (0.245)] [data_t 0.009] [optim_t 0.175] [lr 0.001696] [CE 3.797 (3.637)] [KD 0.000 (0.000)] +2024-10-12 03:34:45,297 - Train: 46.12% [173100/375300] [138.4/300.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.001695] [CE 3.996 (3.671)] [KD 0.000 (0.000)] +2024-10-12 03:34:57,475 - Train: 46.14% [173150/375300] [138.4/300.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.234] [lr 0.001695] [CE 3.579 (3.635)] [KD 0.000 (0.000)] +2024-10-12 03:35:09,436 - Train: 46.15% [173200/375300] [138.4/300.0] [batch_t 0.262 (0.239)] [data_t 0.009] [optim_t 0.253] [lr 0.001694] [CE 3.563 (3.656)] [KD 0.000 (0.000)] +2024-10-12 03:35:21,684 - Train: 46.16% [173250/375300] [138.5/300.0] [batch_t 0.189 (0.245)] [data_t 0.009] [optim_t 0.180] [lr 0.001694] [CE 3.231 (3.649)] [KD 0.000 (0.000)] +2024-10-12 03:35:33,760 - Train: 46.18% [173300/375300] [138.5/300.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001693] [CE 3.785 (3.683)] [KD 0.000 (0.000)] +2024-10-12 03:35:45,918 - Train: 46.19% [173350/375300] [138.6/300.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.001692] [CE 3.092 (3.666)] [KD 0.000 (0.000)] +2024-10-12 03:35:58,194 - Train: 46.20% [173400/375300] [138.6/300.0] [batch_t 0.496 (0.245)] [data_t 0.009] [optim_t 0.487] [lr 0.001692] [CE 3.555 (3.658)] [KD 0.000 (0.000)] +2024-10-12 03:36:09,977 - Train: 46.22% [173450/375300] [138.6/300.0] [batch_t 0.227 (0.236)] [data_t 0.009] [optim_t 0.218] [lr 0.001691] [CE 3.666 (3.664)] [KD 0.000 (0.000)] +2024-10-12 03:36:22,110 - Train: 46.23% [173500/375300] [138.7/300.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.001690] [CE 3.661 (3.646)] [KD 0.000 (0.000)] +2024-10-12 03:36:34,096 - Train: 46.24% [173550/375300] [138.7/300.0] [batch_t 0.243 (0.240)] [data_t 0.009] [optim_t 0.234] [lr 0.001690] [CE 3.467 (3.699)] [KD 0.000 (0.000)] +2024-10-12 03:36:45,667 - Train: 46.26% [173600/375300] [138.8/300.0] [batch_t 0.185 (0.231)] [data_t 0.009] [optim_t 0.176] [lr 0.001689] [CE 3.499 (3.672)] [KD 0.000 (0.000)] +2024-10-12 03:36:57,125 - Train: 46.27% [173650/375300] [138.8/300.0] [batch_t 0.183 (0.229)] [data_t 0.009] [optim_t 0.174] [lr 0.001689] [CE 3.708 (3.643)] [KD 0.000 (0.000)] +2024-10-12 03:37:08,739 - Train: 46.28% [173700/375300] [138.8/300.0] [batch_t 0.259 (0.232)] [data_t 0.009] [optim_t 0.250] [lr 0.001688] [CE 3.923 (3.687)] [KD 0.000 (0.000)] +2024-10-12 03:37:20,420 - Train: 46.30% [173750/375300] [138.9/300.0] [batch_t 0.249 (0.234)] [data_t 0.009] [optim_t 0.240] [lr 0.001687] [CE 3.514 (3.679)] [KD 0.000 (0.000)] +2024-10-12 03:37:32,213 - Train: 46.31% [173800/375300] [138.9/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.001687] [CE 3.504 (3.668)] [KD 0.000 (0.000)] +2024-10-12 03:37:44,071 - Train: 46.32% [173850/375300] [139.0/300.0] [batch_t 0.296 (0.237)] [data_t 0.121] [optim_t 0.175] [lr 0.001686] [CE 3.801 (3.670)] [KD 0.000 (0.000)] +2024-10-12 03:37:52,805 - ==> Total time: 11:44:35 Eta: 13:36:06 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:37:58,764 - Train: 46.34% [173900/375300] [139.0/300.0] [batch_t 0.183 (0.422)] [data_t 0.009] [optim_t 0.174] [lr 0.001686] [CE 3.561 (3.742)] [KD 0.000 (0.000)] +2024-10-12 03:38:10,478 - Train: 46.35% [173950/375300] [139.0/300.0] [batch_t 0.257 (0.234)] [data_t 0.009] [optim_t 0.248] [lr 0.001685] [CE 3.932 (3.659)] [KD 0.000 (0.000)] +2024-10-12 03:38:22,867 - Train: 46.36% [174000/375300] [139.1/300.0] [batch_t 0.247 (0.248)] [data_t 0.009] [optim_t 0.238] [lr 0.001684] [CE 3.852 (3.672)] [KD 0.000 (0.000)] +2024-10-12 03:38:35,141 - Train: 46.38% [174050/375300] [139.1/300.0] [batch_t 0.209 (0.245)] [data_t 0.009] [optim_t 0.201] [lr 0.001684] [CE 3.878 (3.673)] [KD 0.000 (0.000)] +2024-10-12 03:38:47,535 - Train: 46.39% [174100/375300] [139.2/300.0] [batch_t 0.286 (0.248)] [data_t 0.009] [optim_t 0.277] [lr 0.001683] [CE 3.779 (3.657)] [KD 0.000 (0.000)] +2024-10-12 03:38:59,575 - Train: 46.40% [174150/375300] [139.2/300.0] [batch_t 0.233 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.001682] [CE 3.823 (3.629)] [KD 0.000 (0.000)] +2024-10-12 03:39:11,857 - Train: 46.42% [174200/375300] [139.2/300.0] [batch_t 0.265 (0.246)] [data_t 0.009] [optim_t 0.256] [lr 0.001682] [CE 3.623 (3.642)] [KD 0.000 (0.000)] +2024-10-12 03:39:23,750 - Train: 46.43% [174250/375300] [139.3/300.0] [batch_t 0.187 (0.238)] [data_t 0.010] [optim_t 0.176] [lr 0.001681] [CE 3.473 (3.666)] [KD 0.000 (0.000)] +2024-10-12 03:39:35,887 - Train: 46.44% [174300/375300] [139.3/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.001681] [CE 3.538 (3.675)] [KD 0.000 (0.000)] +2024-10-12 03:39:48,194 - Train: 46.46% [174350/375300] [139.4/300.0] [batch_t 0.253 (0.246)] [data_t 0.009] [optim_t 0.245] [lr 0.001680] [CE 3.393 (3.689)] [KD 0.000 (0.000)] +2024-10-12 03:40:00,297 - Train: 46.47% [174400/375300] [139.4/300.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.001679] [CE 3.750 (3.633)] [KD 0.000 (0.000)] +2024-10-12 03:40:12,496 - Train: 46.48% [174450/375300] [139.4/300.0] [batch_t 0.199 (0.244)] [data_t 0.009] [optim_t 0.191] [lr 0.001679] [CE 3.879 (3.624)] [KD 0.000 (0.000)] +2024-10-12 03:40:24,656 - Train: 46.50% [174500/375300] [139.5/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.001678] [CE 3.344 (3.652)] [KD 0.000 (0.000)] +2024-10-12 03:40:36,195 - Train: 46.51% [174550/375300] [139.5/300.0] [batch_t 0.252 (0.231)] [data_t 0.009] [optim_t 0.243] [lr 0.001678] [CE 3.817 (3.622)] [KD 0.000 (0.000)] +2024-10-12 03:40:48,151 - Train: 46.52% [174600/375300] [139.6/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.001677] [CE 3.806 (3.605)] [KD 0.000 (0.000)] +2024-10-12 03:40:59,944 - Train: 46.54% [174650/375300] [139.6/300.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.001676] [CE 3.853 (3.700)] [KD 0.000 (0.000)] +2024-10-12 03:41:12,031 - Train: 46.55% [174700/375300] [139.6/300.0] [batch_t 0.195 (0.242)] [data_t 0.009] [optim_t 0.186] [lr 0.001676] [CE 3.772 (3.662)] [KD 0.000 (0.000)] +2024-10-12 03:41:24,151 - Train: 46.56% [174750/375300] [139.7/300.0] [batch_t 0.224 (0.242)] [data_t 0.009] [optim_t 0.215] [lr 0.001675] [CE 3.702 (3.722)] [KD 0.000 (0.000)] +2024-10-12 03:41:36,301 - Train: 46.58% [174800/375300] [139.7/300.0] [batch_t 0.206 (0.243)] [data_t 0.009] [optim_t 0.197] [lr 0.001674] [CE 3.639 (3.716)] [KD 0.000 (0.000)] +2024-10-12 03:41:47,876 - Train: 46.59% [174850/375300] [139.8/300.0] [batch_t 0.259 (0.231)] [data_t 0.009] [optim_t 0.250] [lr 0.001674] [CE 3.526 (3.646)] [KD 0.000 (0.000)] +2024-10-12 03:41:59,281 - Train: 46.60% [174900/375300] [139.8/300.0] [batch_t 0.207 (0.228)] [data_t 0.009] [optim_t 0.198] [lr 0.001673] [CE 3.674 (3.699)] [KD 0.000 (0.000)] +2024-10-12 03:42:10,453 - Train: 46.62% [174950/375300] [139.8/300.0] [batch_t 0.236 (0.223)] [data_t 0.009] [optim_t 0.227] [lr 0.001673] [CE 3.784 (3.677)] [KD 0.000 (0.000)] +2024-10-12 03:42:22,725 - Train: 46.63% [175000/375300] [139.9/300.0] [batch_t 0.193 (0.245)] [data_t 0.009] [optim_t 0.183] [lr 0.001672] [CE 3.584 (3.660)] [KD 0.000 (0.000)] +2024-10-12 03:42:34,375 - Train: 46.64% [175050/375300] [139.9/300.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.001671] [CE 3.711 (3.661)] [KD 0.000 (0.000)] +2024-10-12 03:42:46,274 - Train: 46.66% [175100/375300] [140.0/300.0] [batch_t 0.190 (0.238)] [data_t 0.009] [optim_t 0.181] [lr 0.001671] [CE 3.626 (3.683)] [KD 0.000 (0.000)] +2024-10-12 03:43:07,235 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 36268] [top5_cnt 45789] [top_all 50000] +2024-10-12 03:43:07,236 - net: 72.536 (91.578) +2024-10-12 03:43:19,511 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 38770] [top5_cnt 46963] [top_all 50000] +2024-10-12 03:43:19,512 - net_E: 77.540 (93.926) +2024-10-12 03:43:19,655 - Max [top1: 72.536 (epoch: 140)] [top1-ema: 77.540 (epoch: 140)] +2024-10-12 03:43:19,656 - ==> Total time: 11:50:02 Eta: 13:31:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:43:27,475 - Train: 46.67% [175150/375300] [140.0/300.0] [batch_t 0.186 (0.291)] [data_t 0.009] [optim_t 0.177] [lr 0.001670] [CE 3.324 (3.569)] [KD 0.000 (0.000)] +2024-10-12 03:43:38,570 - Train: 46.68% [175200/375300] [140.0/300.0] [batch_t 0.238 (0.222)] [data_t 0.059] [optim_t 0.178] [lr 0.001669] [CE 3.380 (3.689)] [KD 0.000 (0.000)] +2024-10-12 03:43:49,930 - Train: 46.70% [175250/375300] [140.1/300.0] [batch_t 0.219 (0.227)] [data_t 0.044] [optim_t 0.176] [lr 0.001669] [CE 3.617 (3.614)] [KD 0.000 (0.000)] +2024-10-12 03:44:01,571 - Train: 46.71% [175300/375300] [140.1/300.0] [batch_t 0.186 (0.233)] [data_t 0.009] [optim_t 0.177] [lr 0.001668] [CE 3.435 (3.616)] [KD 0.000 (0.000)] +2024-10-12 03:44:12,910 - Train: 46.72% [175350/375300] [140.2/300.0] [batch_t 0.183 (0.227)] [data_t 0.009] [optim_t 0.174] [lr 0.001668] [CE 3.867 (3.601)] [KD 0.000 (0.000)] +2024-10-12 03:44:24,464 - Train: 46.74% [175400/375300] [140.2/300.0] [batch_t 0.245 (0.231)] [data_t 0.068] [optim_t 0.176] [lr 0.001667] [CE 3.481 (3.691)] [KD 0.000 (0.000)] +2024-10-12 03:44:36,117 - Train: 46.75% [175450/375300] [140.2/300.0] [batch_t 0.201 (0.233)] [data_t 0.023] [optim_t 0.178] [lr 0.001666] [CE 3.577 (3.646)] [KD 0.000 (0.000)] +2024-10-12 03:44:47,682 - Train: 46.76% [175500/375300] [140.3/300.0] [batch_t 0.267 (0.231)] [data_t 0.090] [optim_t 0.177] [lr 0.001666] [CE 3.814 (3.704)] [KD 0.000 (0.000)] +2024-10-12 03:44:59,737 - Train: 46.78% [175550/375300] [140.3/300.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.001665] [CE 3.807 (3.688)] [KD 0.000 (0.000)] +2024-10-12 03:45:11,909 - Train: 46.79% [175600/375300] [140.4/300.0] [batch_t 0.321 (0.243)] [data_t 0.009] [optim_t 0.312] [lr 0.001665] [CE 3.629 (3.659)] [KD 0.000 (0.000)] +2024-10-12 03:45:24,045 - Train: 46.80% [175650/375300] [140.4/300.0] [batch_t 0.219 (0.243)] [data_t 0.009] [optim_t 0.210] [lr 0.001664] [CE 3.980 (3.703)] [KD 0.000 (0.000)] +2024-10-12 03:45:35,317 - Train: 46.82% [175700/375300] [140.4/300.0] [batch_t 0.238 (0.225)] [data_t 0.009] [optim_t 0.229] [lr 0.001663] [CE 3.976 (3.632)] [KD 0.000 (0.000)] +2024-10-12 03:45:46,924 - Train: 46.83% [175750/375300] [140.5/300.0] [batch_t 0.268 (0.232)] [data_t 0.009] [optim_t 0.259] [lr 0.001663] [CE 3.678 (3.636)] [KD 0.000 (0.000)] +2024-10-12 03:45:58,901 - Train: 46.84% [175800/375300] [140.5/300.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.001662] [CE 3.251 (3.620)] [KD 0.000 (0.000)] +2024-10-12 03:46:10,781 - Train: 46.86% [175850/375300] [140.6/300.0] [batch_t 0.248 (0.237)] [data_t 0.009] [optim_t 0.239] [lr 0.001661] [CE 3.747 (3.635)] [KD 0.000 (0.000)] +2024-10-12 03:46:22,829 - Train: 46.87% [175900/375300] [140.6/300.0] [batch_t 0.259 (0.241)] [data_t 0.009] [optim_t 0.250] [lr 0.001661] [CE 3.701 (3.651)] [KD 0.000 (0.000)] +2024-10-12 03:46:34,646 - Train: 46.88% [175950/375300] [140.6/300.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.001660] [CE 3.876 (3.657)] [KD 0.000 (0.000)] +2024-10-12 03:46:46,578 - Train: 46.90% [176000/375300] [140.7/300.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.001660] [CE 3.742 (3.684)] [KD 0.000 (0.000)] +2024-10-12 03:46:58,403 - Train: 46.91% [176050/375300] [140.7/300.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.001659] [CE 3.872 (3.664)] [KD 0.000 (0.000)] +2024-10-12 03:47:09,856 - Train: 46.92% [176100/375300] [140.8/300.0] [batch_t 0.212 (0.229)] [data_t 0.009] [optim_t 0.204] [lr 0.001658] [CE 3.461 (3.681)] [KD 0.000 (0.000)] +2024-10-12 03:47:21,570 - Train: 46.94% [176150/375300] [140.8/300.0] [batch_t 0.251 (0.234)] [data_t 0.009] [optim_t 0.242] [lr 0.001658] [CE 3.657 (3.695)] [KD 0.000 (0.000)] +2024-10-12 03:47:33,807 - Train: 46.95% [176200/375300] [140.8/300.0] [batch_t 0.197 (0.245)] [data_t 0.009] [optim_t 0.188] [lr 0.001657] [CE 3.934 (3.685)] [KD 0.000 (0.000)] +2024-10-12 03:47:45,839 - Train: 46.96% [176250/375300] [140.9/300.0] [batch_t 0.273 (0.241)] [data_t 0.009] [optim_t 0.264] [lr 0.001657] [CE 3.741 (3.655)] [KD 0.000 (0.000)] +2024-10-12 03:47:57,685 - Train: 46.98% [176300/375300] [140.9/300.0] [batch_t 0.246 (0.237)] [data_t 0.009] [optim_t 0.237] [lr 0.001656] [CE 3.480 (3.654)] [KD 0.000 (0.000)] +2024-10-12 03:48:09,475 - Train: 46.99% [176350/375300] [141.0/300.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.001655] [CE 3.542 (3.647)] [KD 0.000 (0.000)] +2024-10-12 03:48:18,614 - ==> Total time: 11:55:01 Eta: 13:26:18 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:48:24,127 - Train: 47.00% [176400/375300] [141.0/300.0] [batch_t 0.186 (0.457)] [data_t 0.009] [optim_t 0.177] [lr 0.001655] [CE 3.414 (3.600)] [KD 0.000 (0.000)] +2024-10-12 03:48:34,738 - Train: 47.02% [176450/375300] [141.0/300.0] [batch_t 0.184 (0.212)] [data_t 0.009] [optim_t 0.175] [lr 0.001654] [CE 3.762 (3.617)] [KD 0.000 (0.000)] +2024-10-12 03:48:46,723 - Train: 47.03% [176500/375300] [141.1/300.0] [batch_t 0.216 (0.240)] [data_t 0.009] [optim_t 0.207] [lr 0.001653] [CE 3.519 (3.673)] [KD 0.000 (0.000)] +2024-10-12 03:48:59,180 - Train: 47.04% [176550/375300] [141.1/300.0] [batch_t 0.272 (0.249)] [data_t 0.009] [optim_t 0.264] [lr 0.001653] [CE 3.700 (3.631)] [KD 0.000 (0.000)] +2024-10-12 03:49:11,260 - Train: 47.06% [176600/375300] [141.2/300.0] [batch_t 0.257 (0.242)] [data_t 0.009] [optim_t 0.248] [lr 0.001652] [CE 3.460 (3.639)] [KD 0.000 (0.000)] +2024-10-12 03:49:23,371 - Train: 47.07% [176650/375300] [141.2/300.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.001652] [CE 3.491 (3.623)] [KD 0.000 (0.000)] +2024-10-12 03:49:35,508 - Train: 47.08% [176700/375300] [141.2/300.0] [batch_t 0.203 (0.243)] [data_t 0.009] [optim_t 0.194] [lr 0.001651] [CE 4.121 (3.675)] [KD 0.000 (0.000)] +2024-10-12 03:49:47,475 - Train: 47.10% [176750/375300] [141.3/300.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.001650] [CE 3.488 (3.682)] [KD 0.000 (0.000)] +2024-10-12 03:49:59,540 - Train: 47.11% [176800/375300] [141.3/300.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.001650] [CE 3.882 (3.685)] [KD 0.000 (0.000)] +2024-10-12 03:50:11,426 - Train: 47.12% [176850/375300] [141.4/300.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.001649] [CE 4.044 (3.618)] [KD 0.000 (0.000)] +2024-10-12 03:50:23,638 - Train: 47.14% [176900/375300] [141.4/300.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.001648] [CE 3.380 (3.708)] [KD 0.000 (0.000)] +2024-10-12 03:50:35,743 - Train: 47.15% [176950/375300] [141.4/300.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.001648] [CE 4.084 (3.697)] [KD 0.000 (0.000)] +2024-10-12 03:50:47,750 - Train: 47.16% [177000/375300] [141.5/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.001647] [CE 3.667 (3.665)] [KD 0.000 (0.000)] +2024-10-12 03:50:59,754 - Train: 47.18% [177050/375300] [141.5/300.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.245] [lr 0.001647] [CE 3.738 (3.672)] [KD 0.000 (0.000)] +2024-10-12 03:51:11,767 - Train: 47.19% [177100/375300] [141.6/300.0] [batch_t 0.350 (0.240)] [data_t 0.009] [optim_t 0.342] [lr 0.001646] [CE 3.858 (3.713)] [KD 0.000 (0.000)] +2024-10-12 03:51:23,588 - Train: 47.20% [177150/375300] [141.6/300.0] [batch_t 0.263 (0.236)] [data_t 0.009] [optim_t 0.254] [lr 0.001645] [CE 3.387 (3.683)] [KD 0.000 (0.000)] +2024-10-12 03:51:35,581 - Train: 47.22% [177200/375300] [141.6/300.0] [batch_t 0.320 (0.240)] [data_t 0.009] [optim_t 0.311] [lr 0.001645] [CE 3.749 (3.632)] [KD 0.000 (0.000)] +2024-10-12 03:51:46,886 - Train: 47.23% [177250/375300] [141.7/300.0] [batch_t 0.189 (0.226)] [data_t 0.009] [optim_t 0.180] [lr 0.001644] [CE 3.713 (3.703)] [KD 0.000 (0.000)] +2024-10-12 03:51:58,353 - Train: 47.24% [177300/375300] [141.7/300.0] [batch_t 0.217 (0.229)] [data_t 0.009] [optim_t 0.208] [lr 0.001644] [CE 3.345 (3.696)] [KD 0.000 (0.000)] +2024-10-12 03:52:10,151 - Train: 47.26% [177350/375300] [141.8/300.0] [batch_t 0.194 (0.236)] [data_t 0.009] [optim_t 0.185] [lr 0.001643] [CE 3.791 (3.674)] [KD 0.000 (0.000)] +2024-10-12 03:52:22,063 - Train: 47.27% [177400/375300] [141.8/300.0] [batch_t 0.185 (0.238)] [data_t 0.009] [optim_t 0.176] [lr 0.001642] [CE 3.621 (3.634)] [KD 0.000 (0.000)] +2024-10-12 03:52:33,482 - Train: 47.28% [177450/375300] [141.8/300.0] [batch_t 0.212 (0.228)] [data_t 0.009] [optim_t 0.202] [lr 0.001642] [CE 3.879 (3.671)] [KD 0.000 (0.000)] +2024-10-12 03:52:45,213 - Train: 47.30% [177500/375300] [141.9/300.0] [batch_t 0.210 (0.234)] [data_t 0.009] [optim_t 0.201] [lr 0.001641] [CE 3.401 (3.599)] [KD 0.000 (0.000)] +2024-10-12 03:52:57,273 - Train: 47.31% [177550/375300] [141.9/300.0] [batch_t 0.486 (0.241)] [data_t 0.009] [optim_t 0.477] [lr 0.001640] [CE 3.612 (3.681)] [KD 0.000 (0.000)] +2024-10-12 03:53:08,548 - Train: 47.32% [177600/375300] [142.0/300.0] [batch_t 0.190 (0.225)] [data_t 0.009] [optim_t 0.181] [lr 0.001640] [CE 3.335 (3.659)] [KD 0.000 (0.000)] +2024-10-12 03:53:17,967 - ==> Total time: 12:00:00 Eta: 13:21:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:53:23,342 - Train: 47.34% [177650/375300] [142.0/300.0] [batch_t 0.189 (0.495)] [data_t 0.009] [optim_t 0.180] [lr 0.001639] [CE 3.499 (3.650)] [KD 0.000 (0.000)] +2024-10-12 03:53:34,552 - Train: 47.35% [177700/375300] [142.0/300.0] [batch_t 0.185 (0.224)] [data_t 0.009] [optim_t 0.176] [lr 0.001639] [CE 3.862 (3.638)] [KD 0.000 (0.000)] +2024-10-12 03:53:46,465 - Train: 47.36% [177750/375300] [142.1/300.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.001638] [CE 4.054 (3.632)] [KD 0.000 (0.000)] +2024-10-12 03:53:58,392 - Train: 47.38% [177800/375300] [142.1/300.0] [batch_t 0.213 (0.238)] [data_t 0.009] [optim_t 0.204] [lr 0.001637] [CE 4.018 (3.606)] [KD 0.000 (0.000)] +2024-10-12 03:54:10,284 - Train: 47.39% [177850/375300] [142.2/300.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.001637] [CE 3.639 (3.639)] [KD 0.000 (0.000)] +2024-10-12 03:54:22,425 - Train: 47.40% [177900/375300] [142.2/300.0] [batch_t 0.260 (0.243)] [data_t 0.009] [optim_t 0.251] [lr 0.001636] [CE 3.655 (3.646)] [KD 0.000 (0.000)] +2024-10-12 03:54:34,662 - Train: 47.42% [177950/375300] [142.2/300.0] [batch_t 0.255 (0.245)] [data_t 0.009] [optim_t 0.246] [lr 0.001635] [CE 3.489 (3.646)] [KD 0.000 (0.000)] +2024-10-12 03:54:46,994 - Train: 47.43% [178000/375300] [142.3/300.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001635] [CE 4.009 (3.688)] [KD 0.000 (0.000)] +2024-10-12 03:54:59,102 - Train: 47.44% [178050/375300] [142.3/300.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.001634] [CE 3.813 (3.626)] [KD 0.000 (0.000)] +2024-10-12 03:55:11,093 - Train: 47.46% [178100/375300] [142.4/300.0] [batch_t 0.263 (0.240)] [data_t 0.009] [optim_t 0.254] [lr 0.001634] [CE 3.833 (3.680)] [KD 0.000 (0.000)] +2024-10-12 03:55:23,100 - Train: 47.47% [178150/375300] [142.4/300.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.001633] [CE 3.409 (3.631)] [KD 0.000 (0.000)] +2024-10-12 03:55:34,957 - Train: 47.48% [178200/375300] [142.4/300.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.001632] [CE 3.804 (3.673)] [KD 0.000 (0.000)] +2024-10-12 03:55:47,122 - Train: 47.50% [178250/375300] [142.5/300.0] [batch_t 0.183 (0.243)] [data_t 0.009] [optim_t 0.174] [lr 0.001632] [CE 3.989 (3.701)] [KD 0.000 (0.000)] +2024-10-12 03:55:59,209 - Train: 47.51% [178300/375300] [142.5/300.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.001631] [CE 3.439 (3.655)] [KD 0.000 (0.000)] +2024-10-12 03:56:11,244 - Train: 47.52% [178350/375300] [142.6/300.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.211] [lr 0.001631] [CE 3.670 (3.687)] [KD 0.000 (0.000)] +2024-10-12 03:56:23,356 - Train: 47.54% [178400/375300] [142.6/300.0] [batch_t 0.274 (0.242)] [data_t 0.009] [optim_t 0.266] [lr 0.001630] [CE 3.808 (3.680)] [KD 0.000 (0.000)] +2024-10-12 03:56:35,441 - Train: 47.55% [178450/375300] [142.6/300.0] [batch_t 0.184 (0.242)] [data_t 0.009] [optim_t 0.175] [lr 0.001629] [CE 3.609 (3.665)] [KD 0.000 (0.000)] +2024-10-12 03:56:47,453 - Train: 47.56% [178500/375300] [142.7/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.001629] [CE 4.001 (3.641)] [KD 0.000 (0.000)] +2024-10-12 03:56:59,000 - Train: 47.58% [178550/375300] [142.7/300.0] [batch_t 0.249 (0.231)] [data_t 0.009] [optim_t 0.240] [lr 0.001628] [CE 3.579 (3.649)] [KD 0.000 (0.000)] +2024-10-12 03:57:10,857 - Train: 47.59% [178600/375300] [142.8/300.0] [batch_t 0.199 (0.237)] [data_t 0.009] [optim_t 0.191] [lr 0.001627] [CE 3.525 (3.714)] [KD 0.000 (0.000)] +2024-10-12 03:57:23,003 - Train: 47.60% [178650/375300] [142.8/300.0] [batch_t 0.189 (0.243)] [data_t 0.009] [optim_t 0.180] [lr 0.001627] [CE 3.917 (3.660)] [KD 0.000 (0.000)] +2024-10-12 03:57:35,175 - Train: 47.62% [178700/375300] [142.8/300.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.001626] [CE 3.419 (3.622)] [KD 0.000 (0.000)] +2024-10-12 03:57:47,305 - Train: 47.63% [178750/375300] [142.9/300.0] [batch_t 0.227 (0.242)] [data_t 0.009] [optim_t 0.218] [lr 0.001626] [CE 3.586 (3.644)] [KD 0.000 (0.000)] +2024-10-12 03:57:59,418 - Train: 47.64% [178800/375300] [142.9/300.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.001625] [CE 3.572 (3.652)] [KD 0.000 (0.000)] +2024-10-12 03:58:11,537 - Train: 47.66% [178850/375300] [143.0/300.0] [batch_t 0.227 (0.242)] [data_t 0.009] [optim_t 0.218] [lr 0.001624] [CE 3.761 (3.723)] [KD 0.000 (0.000)] +2024-10-12 03:58:21,054 - ==> Total time: 12:05:03 Eta: 13:16:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 03:58:26,296 - Train: 47.67% [178900/375300] [143.0/300.0] [batch_t 0.190 (0.528)] [data_t 0.009] [optim_t 0.181] [lr 0.001624] [CE 4.019 (3.604)] [KD 0.000 (0.000)] +2024-10-12 03:58:37,764 - Train: 47.68% [178950/375300] [143.0/300.0] [batch_t 0.246 (0.229)] [data_t 0.009] [optim_t 0.237] [lr 0.001623] [CE 3.612 (3.646)] [KD 0.000 (0.000)] +2024-10-12 03:58:50,085 - Train: 47.70% [179000/375300] [143.1/300.0] [batch_t 0.227 (0.246)] [data_t 0.009] [optim_t 0.218] [lr 0.001622] [CE 3.501 (3.634)] [KD 0.000 (0.000)] +2024-10-12 03:59:02,589 - Train: 47.71% [179050/375300] [143.1/300.0] [batch_t 0.247 (0.250)] [data_t 0.009] [optim_t 0.238] [lr 0.001622] [CE 3.637 (3.679)] [KD 0.000 (0.000)] +2024-10-12 03:59:14,779 - Train: 47.72% [179100/375300] [143.2/300.0] [batch_t 0.221 (0.244)] [data_t 0.009] [optim_t 0.211] [lr 0.001621] [CE 3.422 (3.674)] [KD 0.000 (0.000)] +2024-10-12 03:59:27,074 - Train: 47.74% [179150/375300] [143.2/300.0] [batch_t 0.225 (0.246)] [data_t 0.009] [optim_t 0.216] [lr 0.001621] [CE 3.584 (3.631)] [KD 0.000 (0.000)] +2024-10-12 03:59:39,462 - Train: 47.75% [179200/375300] [143.2/300.0] [batch_t 0.204 (0.248)] [data_t 0.009] [optim_t 0.195] [lr 0.001620] [CE 3.361 (3.628)] [KD 0.000 (0.000)] +2024-10-12 03:59:51,816 - Train: 47.76% [179250/375300] [143.3/300.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.001619] [CE 3.664 (3.622)] [KD 0.000 (0.000)] +2024-10-12 04:00:03,990 - Train: 47.78% [179300/375300] [143.3/300.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.001619] [CE 3.794 (3.658)] [KD 0.000 (0.000)] +2024-10-12 04:00:16,323 - Train: 47.79% [179350/375300] [143.4/300.0] [batch_t 0.258 (0.247)] [data_t 0.009] [optim_t 0.249] [lr 0.001618] [CE 3.532 (3.646)] [KD 0.000 (0.000)] +2024-10-12 04:00:28,482 - Train: 47.80% [179400/375300] [143.4/300.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.001617] [CE 3.880 (3.663)] [KD 0.000 (0.000)] +2024-10-12 04:00:40,612 - Train: 47.82% [179450/375300] [143.4/300.0] [batch_t 0.275 (0.242)] [data_t 0.009] [optim_t 0.267] [lr 0.001617] [CE 3.588 (3.689)] [KD 0.000 (0.000)] +2024-10-12 04:00:52,566 - Train: 47.83% [179500/375300] [143.5/300.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.001616] [CE 3.819 (3.627)] [KD 0.000 (0.000)] +2024-10-12 04:01:04,551 - Train: 47.84% [179550/375300] [143.5/300.0] [batch_t 0.198 (0.240)] [data_t 0.009] [optim_t 0.189] [lr 0.001616] [CE 3.527 (3.670)] [KD 0.000 (0.000)] +2024-10-12 04:01:16,338 - Train: 47.86% [179600/375300] [143.6/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.001615] [CE 3.778 (3.702)] [KD 0.000 (0.000)] +2024-10-12 04:01:28,248 - Train: 47.87% [179650/375300] [143.6/300.0] [batch_t 0.280 (0.238)] [data_t 0.009] [optim_t 0.271] [lr 0.001614] [CE 3.471 (3.637)] [KD 0.000 (0.000)] +2024-10-12 04:01:40,570 - Train: 47.88% [179700/375300] [143.6/300.0] [batch_t 0.319 (0.246)] [data_t 0.009] [optim_t 0.310] [lr 0.001614] [CE 3.657 (3.629)] [KD 0.000 (0.000)] +2024-10-12 04:01:52,632 - Train: 47.90% [179750/375300] [143.7/300.0] [batch_t 0.253 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.001613] [CE 3.386 (3.622)] [KD 0.000 (0.000)] +2024-10-12 04:02:04,858 - Train: 47.91% [179800/375300] [143.7/300.0] [batch_t 0.257 (0.244)] [data_t 0.009] [optim_t 0.247] [lr 0.001613] [CE 3.812 (3.674)] [KD 0.000 (0.000)] +2024-10-12 04:02:16,852 - Train: 47.92% [179850/375300] [143.8/300.0] [batch_t 0.229 (0.240)] [data_t 0.009] [optim_t 0.220] [lr 0.001612] [CE 4.049 (3.603)] [KD 0.000 (0.000)] +2024-10-12 04:02:29,081 - Train: 47.93% [179900/375300] [143.8/300.0] [batch_t 0.259 (0.244)] [data_t 0.009] [optim_t 0.250] [lr 0.001611] [CE 3.639 (3.701)] [KD 0.000 (0.000)] +2024-10-12 04:02:40,872 - Train: 47.95% [179950/375300] [143.8/300.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.229] [lr 0.001611] [CE 3.837 (3.620)] [KD 0.000 (0.000)] +2024-10-12 04:02:53,105 - Train: 47.96% [180000/375300] [143.9/300.0] [batch_t 0.400 (0.245)] [data_t 0.009] [optim_t 0.391] [lr 0.001610] [CE 3.717 (3.672)] [KD 0.000 (0.000)] +2024-10-12 04:03:05,057 - Train: 47.97% [180050/375300] [143.9/300.0] [batch_t 0.253 (0.239)] [data_t 0.009] [optim_t 0.244] [lr 0.001609] [CE 3.650 (3.636)] [KD 0.000 (0.000)] +2024-10-12 04:03:16,992 - Train: 47.99% [180100/375300] [144.0/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.001609] [CE 3.570 (3.675)] [KD 0.000 (0.000)] +2024-10-12 04:03:26,534 - ==> Total time: 12:10:09 Eta: 13:11:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:03:31,614 - Train: 48.00% [180150/375300] [144.0/300.0] [batch_t 0.186 (0.621)] [data_t 0.009] [optim_t 0.177] [lr 0.001608] [CE 3.656 (3.751)] [KD 0.000 (0.000)] +2024-10-12 04:03:42,661 - Train: 48.01% [180200/375300] [144.0/300.0] [batch_t 0.243 (0.221)] [data_t 0.009] [optim_t 0.234] [lr 0.001608] [CE 3.846 (3.632)] [KD 0.000 (0.000)] +2024-10-12 04:03:55,036 - Train: 48.03% [180250/375300] [144.1/300.0] [batch_t 0.405 (0.247)] [data_t 0.009] [optim_t 0.396] [lr 0.001607] [CE 3.437 (3.653)] [KD 0.000 (0.000)] +2024-10-12 04:04:06,638 - Train: 48.04% [180300/375300] [144.1/300.0] [batch_t 0.405 (0.232)] [data_t 0.009] [optim_t 0.396] [lr 0.001606] [CE 3.712 (3.651)] [KD 0.000 (0.000)] +2024-10-12 04:04:17,807 - Train: 48.05% [180350/375300] [144.2/300.0] [batch_t 0.238 (0.223)] [data_t 0.009] [optim_t 0.229] [lr 0.001606] [CE 3.660 (3.621)] [KD 0.000 (0.000)] +2024-10-12 04:04:29,169 - Train: 48.07% [180400/375300] [144.2/300.0] [batch_t 0.233 (0.227)] [data_t 0.009] [optim_t 0.224] [lr 0.001605] [CE 3.795 (3.649)] [KD 0.000 (0.000)] +2024-10-12 04:04:40,506 - Train: 48.08% [180450/375300] [144.2/300.0] [batch_t 0.189 (0.227)] [data_t 0.009] [optim_t 0.180] [lr 0.001604] [CE 3.730 (3.629)] [KD 0.000 (0.000)] +2024-10-12 04:04:52,009 - Train: 48.09% [180500/375300] [144.3/300.0] [batch_t 0.218 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.001604] [CE 3.500 (3.651)] [KD 0.000 (0.000)] +2024-10-12 04:05:03,492 - Train: 48.11% [180550/375300] [144.3/300.0] [batch_t 0.276 (0.230)] [data_t 0.099] [optim_t 0.176] [lr 0.001603] [CE 3.849 (3.634)] [KD 0.000 (0.000)] +2024-10-12 04:05:14,946 - Train: 48.12% [180600/375300] [144.4/300.0] [batch_t 0.229 (0.229)] [data_t 0.055] [optim_t 0.173] [lr 0.001603] [CE 3.546 (3.651)] [KD 0.000 (0.000)] +2024-10-12 04:05:26,227 - Train: 48.13% [180650/375300] [144.4/300.0] [batch_t 0.193 (0.226)] [data_t 0.019] [optim_t 0.174] [lr 0.001602] [CE 3.686 (3.663)] [KD 0.000 (0.000)] +2024-10-12 04:05:37,929 - Train: 48.15% [180700/375300] [144.4/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.001601] [CE 3.537 (3.634)] [KD 0.000 (0.000)] +2024-10-12 04:05:49,245 - Train: 48.16% [180750/375300] [144.5/300.0] [batch_t 0.257 (0.226)] [data_t 0.009] [optim_t 0.247] [lr 0.001601] [CE 3.432 (3.637)] [KD 0.000 (0.000)] +2024-10-12 04:06:01,013 - Train: 48.17% [180800/375300] [144.5/300.0] [batch_t 0.259 (0.235)] [data_t 0.009] [optim_t 0.250] [lr 0.001600] [CE 3.333 (3.637)] [KD 0.000 (0.000)] +2024-10-12 04:06:12,532 - Train: 48.19% [180850/375300] [144.6/300.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.001599] [CE 3.794 (3.649)] [KD 0.000 (0.000)] +2024-10-12 04:06:24,273 - Train: 48.20% [180900/375300] [144.6/300.0] [batch_t 0.327 (0.235)] [data_t 0.009] [optim_t 0.318] [lr 0.001599] [CE 3.600 (3.614)] [KD 0.000 (0.000)] +2024-10-12 04:06:35,579 - Train: 48.21% [180950/375300] [144.6/300.0] [batch_t 0.362 (0.226)] [data_t 0.009] [optim_t 0.353] [lr 0.001598] [CE 3.806 (3.656)] [KD 0.000 (0.000)] +2024-10-12 04:06:46,974 - Train: 48.23% [181000/375300] [144.7/300.0] [batch_t 0.250 (0.228)] [data_t 0.010] [optim_t 0.240] [lr 0.001598] [CE 3.856 (3.692)] [KD 0.000 (0.000)] +2024-10-12 04:06:58,540 - Train: 48.24% [181050/375300] [144.7/300.0] [batch_t 0.246 (0.231)] [data_t 0.009] [optim_t 0.237] [lr 0.001597] [CE 3.990 (3.626)] [KD 0.000 (0.000)] +2024-10-12 04:07:10,135 - Train: 48.25% [181100/375300] [144.8/300.0] [batch_t 0.217 (0.232)] [data_t 0.009] [optim_t 0.208] [lr 0.001596] [CE 3.121 (3.647)] [KD 0.000 (0.000)] +2024-10-12 04:07:21,726 - Train: 48.27% [181150/375300] [144.8/300.0] [batch_t 0.183 (0.232)] [data_t 0.009] [optim_t 0.174] [lr 0.001596] [CE 3.485 (3.658)] [KD 0.000 (0.000)] +2024-10-12 04:07:33,146 - Train: 48.28% [181200/375300] [144.8/300.0] [batch_t 0.225 (0.228)] [data_t 0.010] [optim_t 0.215] [lr 0.001595] [CE 3.466 (3.658)] [KD 0.000 (0.000)] +2024-10-12 04:07:44,664 - Train: 48.29% [181250/375300] [144.9/300.0] [batch_t 0.187 (0.230)] [data_t 0.009] [optim_t 0.178] [lr 0.001595] [CE 3.715 (3.661)] [KD 0.000 (0.000)] +2024-10-12 04:07:56,358 - Train: 48.31% [181300/375300] [144.9/300.0] [batch_t 0.255 (0.234)] [data_t 0.009] [optim_t 0.246] [lr 0.001594] [CE 3.656 (3.627)] [KD 0.000 (0.000)] +2024-10-12 04:08:08,155 - Train: 48.32% [181350/375300] [145.0/300.0] [batch_t 0.243 (0.236)] [data_t 0.009] [optim_t 0.234] [lr 0.001593] [CE 3.915 (3.668)] [KD 0.000 (0.000)] +2024-10-12 04:08:30,321 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 36547] [top5_cnt 45898] [top_all 50000] +2024-10-12 04:08:30,322 - net: 73.094 (91.796) +2024-10-12 04:08:42,615 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 38867] [top5_cnt 47025] [top_all 50000] +2024-10-12 04:08:42,615 - net_E: 77.734 (94.050) +2024-10-12 04:08:42,774 - Max [top1: 73.094 (epoch: 145)] [top1-ema: 77.734 (epoch: 145)] +2024-10-12 04:08:42,774 - ==> Total time: 12:15:25 Eta: 13:06:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:08:50,224 - Train: 48.33% [181400/375300] [145.0/300.0] [batch_t 0.191 (0.439)] [data_t 0.009] [optim_t 0.182] [lr 0.001593] [CE 4.236 (3.680)] [KD 0.000 (0.000)] +2024-10-12 04:09:01,595 - Train: 48.35% [181450/375300] [145.0/300.0] [batch_t 0.269 (0.227)] [data_t 0.090] [optim_t 0.179] [lr 0.001592] [CE 3.556 (3.582)] [KD 0.000 (0.000)] +2024-10-12 04:09:13,380 - Train: 48.36% [181500/375300] [145.1/300.0] [batch_t 0.186 (0.236)] [data_t 0.009] [optim_t 0.177] [lr 0.001591] [CE 3.344 (3.621)] [KD 0.000 (0.000)] +2024-10-12 04:09:25,113 - Train: 48.37% [181550/375300] [145.1/300.0] [batch_t 0.253 (0.235)] [data_t 0.009] [optim_t 0.244] [lr 0.001591] [CE 3.719 (3.629)] [KD 0.000 (0.000)] +2024-10-12 04:09:36,859 - Train: 48.39% [181600/375300] [145.2/300.0] [batch_t 0.203 (0.235)] [data_t 0.009] [optim_t 0.194] [lr 0.001590] [CE 3.478 (3.602)] [KD 0.000 (0.000)] +2024-10-12 04:09:48,361 - Train: 48.40% [181650/375300] [145.2/300.0] [batch_t 0.291 (0.230)] [data_t 0.009] [optim_t 0.282] [lr 0.001590] [CE 3.452 (3.655)] [KD 0.000 (0.000)] +2024-10-12 04:10:00,218 - Train: 48.41% [181700/375300] [145.2/300.0] [batch_t 0.252 (0.237)] [data_t 0.009] [optim_t 0.243] [lr 0.001589] [CE 3.621 (3.640)] [KD 0.000 (0.000)] +2024-10-12 04:10:12,051 - Train: 48.43% [181750/375300] [145.3/300.0] [batch_t 0.258 (0.237)] [data_t 0.009] [optim_t 0.249] [lr 0.001588] [CE 4.058 (3.653)] [KD 0.000 (0.000)] +2024-10-12 04:10:23,805 - Train: 48.44% [181800/375300] [145.3/300.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001588] [CE 3.747 (3.636)] [KD 0.000 (0.000)] +2024-10-12 04:10:35,763 - Train: 48.45% [181850/375300] [145.4/300.0] [batch_t 0.258 (0.239)] [data_t 0.009] [optim_t 0.249] [lr 0.001587] [CE 3.671 (3.649)] [KD 0.000 (0.000)] +2024-10-12 04:10:47,675 - Train: 48.47% [181900/375300] [145.4/300.0] [batch_t 0.183 (0.238)] [data_t 0.009] [optim_t 0.174] [lr 0.001586] [CE 3.464 (3.631)] [KD 0.000 (0.000)] +2024-10-12 04:10:59,161 - Train: 48.48% [181950/375300] [145.4/300.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.001586] [CE 3.719 (3.685)] [KD 0.000 (0.000)] +2024-10-12 04:11:11,097 - Train: 48.49% [182000/375300] [145.5/300.0] [batch_t 0.198 (0.239)] [data_t 0.009] [optim_t 0.189] [lr 0.001585] [CE 3.856 (3.630)] [KD 0.000 (0.000)] +2024-10-12 04:11:22,921 - Train: 48.51% [182050/375300] [145.5/300.0] [batch_t 0.263 (0.236)] [data_t 0.009] [optim_t 0.254] [lr 0.001585] [CE 3.783 (3.678)] [KD 0.000 (0.000)] +2024-10-12 04:11:34,539 - Train: 48.52% [182100/375300] [145.6/300.0] [batch_t 0.183 (0.232)] [data_t 0.009] [optim_t 0.174] [lr 0.001584] [CE 3.453 (3.636)] [KD 0.000 (0.000)] +2024-10-12 04:11:46,311 - Train: 48.53% [182150/375300] [145.6/300.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001583] [CE 3.126 (3.563)] [KD 0.000 (0.000)] +2024-10-12 04:11:58,179 - Train: 48.55% [182200/375300] [145.6/300.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.225] [lr 0.001583] [CE 3.553 (3.656)] [KD 0.000 (0.000)] +2024-10-12 04:12:09,872 - Train: 48.56% [182250/375300] [145.7/300.0] [batch_t 0.255 (0.234)] [data_t 0.009] [optim_t 0.246] [lr 0.001582] [CE 3.718 (3.665)] [KD 0.000 (0.000)] +2024-10-12 04:12:21,923 - Train: 48.57% [182300/375300] [145.7/300.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.001581] [CE 3.735 (3.650)] [KD 0.000 (0.000)] +2024-10-12 04:12:33,878 - Train: 48.59% [182350/375300] [145.8/300.0] [batch_t 0.209 (0.239)] [data_t 0.009] [optim_t 0.200] [lr 0.001581] [CE 3.608 (3.690)] [KD 0.000 (0.000)] +2024-10-12 04:12:46,077 - Train: 48.60% [182400/375300] [145.8/300.0] [batch_t 0.201 (0.244)] [data_t 0.009] [optim_t 0.192] [lr 0.001580] [CE 3.685 (3.633)] [KD 0.000 (0.000)] +2024-10-12 04:12:57,926 - Train: 48.61% [182450/375300] [145.8/300.0] [batch_t 0.195 (0.237)] [data_t 0.009] [optim_t 0.186] [lr 0.001580] [CE 3.837 (3.632)] [KD 0.000 (0.000)] +2024-10-12 04:13:09,832 - Train: 48.63% [182500/375300] [145.9/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.001579] [CE 3.596 (3.645)] [KD 0.000 (0.000)] +2024-10-12 04:13:21,679 - Train: 48.64% [182550/375300] [145.9/300.0] [batch_t 0.249 (0.237)] [data_t 0.009] [optim_t 0.240] [lr 0.001578] [CE 3.784 (3.689)] [KD 0.000 (0.000)] +2024-10-12 04:13:33,765 - Train: 48.65% [182600/375300] [146.0/300.0] [batch_t 0.275 (0.242)] [data_t 0.009] [optim_t 0.266] [lr 0.001578] [CE 3.715 (3.612)] [KD 0.000 (0.000)] +2024-10-12 04:13:44,261 - ==> Total time: 12:20:26 Eta: 13:01:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:13:49,136 - Train: 48.67% [182650/375300] [146.0/300.0] [batch_t 0.184 (0.830)] [data_t 0.009] [optim_t 0.176] [lr 0.001577] [CE 3.808 (3.734)] [KD 0.000 (0.000)] +2024-10-12 04:13:59,746 - Train: 48.68% [182700/375300] [146.0/300.0] [batch_t 0.261 (0.212)] [data_t 0.009] [optim_t 0.252] [lr 0.001577] [CE 3.937 (3.606)] [KD 0.000 (0.000)] +2024-10-12 04:14:11,860 - Train: 48.69% [182750/375300] [146.1/300.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.001576] [CE 3.255 (3.628)] [KD 0.000 (0.000)] +2024-10-12 04:14:23,858 - Train: 48.71% [182800/375300] [146.1/300.0] [batch_t 0.256 (0.240)] [data_t 0.009] [optim_t 0.247] [lr 0.001575] [CE 3.554 (3.622)] [KD 0.000 (0.000)] +2024-10-12 04:14:35,881 - Train: 48.72% [182850/375300] [146.2/300.0] [batch_t 0.269 (0.240)] [data_t 0.009] [optim_t 0.260] [lr 0.001575] [CE 3.485 (3.645)] [KD 0.000 (0.000)] +2024-10-12 04:14:48,063 - Train: 48.73% [182900/375300] [146.2/300.0] [batch_t 0.245 (0.244)] [data_t 0.009] [optim_t 0.236] [lr 0.001574] [CE 3.581 (3.609)] [KD 0.000 (0.000)] +2024-10-12 04:15:00,186 - Train: 48.75% [182950/375300] [146.2/300.0] [batch_t 0.420 (0.242)] [data_t 0.009] [optim_t 0.412] [lr 0.001573] [CE 3.826 (3.643)] [KD 0.000 (0.000)] +2024-10-12 04:15:12,172 - Train: 48.76% [183000/375300] [146.3/300.0] [batch_t 0.182 (0.240)] [data_t 0.009] [optim_t 0.174] [lr 0.001573] [CE 3.554 (3.662)] [KD 0.000 (0.000)] +2024-10-12 04:15:24,186 - Train: 48.77% [183050/375300] [146.3/300.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.001572] [CE 3.308 (3.626)] [KD 0.000 (0.000)] +2024-10-12 04:15:35,980 - Train: 48.79% [183100/375300] [146.4/300.0] [batch_t 0.211 (0.236)] [data_t 0.009] [optim_t 0.202] [lr 0.001572] [CE 3.861 (3.654)] [KD 0.000 (0.000)] +2024-10-12 04:15:47,955 - Train: 48.80% [183150/375300] [146.4/300.0] [batch_t 0.208 (0.239)] [data_t 0.009] [optim_t 0.199] [lr 0.001571] [CE 3.907 (3.622)] [KD 0.000 (0.000)] +2024-10-12 04:15:59,892 - Train: 48.81% [183200/375300] [146.4/300.0] [batch_t 0.262 (0.239)] [data_t 0.009] [optim_t 0.254] [lr 0.001570] [CE 3.535 (3.613)] [KD 0.000 (0.000)] +2024-10-12 04:16:12,047 - Train: 48.83% [183250/375300] [146.5/300.0] [batch_t 0.241 (0.243)] [data_t 0.009] [optim_t 0.232] [lr 0.001570] [CE 3.266 (3.619)] [KD 0.000 (0.000)] +2024-10-12 04:16:24,070 - Train: 48.84% [183300/375300] [146.5/300.0] [batch_t 0.267 (0.240)] [data_t 0.009] [optim_t 0.258] [lr 0.001569] [CE 3.235 (3.653)] [KD 0.000 (0.000)] +2024-10-12 04:16:36,111 - Train: 48.85% [183350/375300] [146.6/300.0] [batch_t 0.251 (0.241)] [data_t 0.009] [optim_t 0.242] [lr 0.001568] [CE 4.080 (3.677)] [KD 0.000 (0.000)] +2024-10-12 04:16:48,103 - Train: 48.87% [183400/375300] [146.6/300.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.001568] [CE 3.436 (3.673)] [KD 0.000 (0.000)] +2024-10-12 04:17:00,287 - Train: 48.88% [183450/375300] [146.6/300.0] [batch_t 0.259 (0.244)] [data_t 0.009] [optim_t 0.250] [lr 0.001567] [CE 3.693 (3.676)] [KD 0.000 (0.000)] +2024-10-12 04:17:12,601 - Train: 48.89% [183500/375300] [146.7/300.0] [batch_t 0.197 (0.246)] [data_t 0.009] [optim_t 0.188] [lr 0.001567] [CE 4.062 (3.660)] [KD 0.000 (0.000)] +2024-10-12 04:17:24,558 - Train: 48.91% [183550/375300] [146.7/300.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001566] [CE 3.660 (3.612)] [KD 0.000 (0.000)] +2024-10-12 04:17:36,662 - Train: 48.92% [183600/375300] [146.8/300.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001565] [CE 3.560 (3.645)] [KD 0.000 (0.000)] +2024-10-12 04:17:48,414 - Train: 48.93% [183650/375300] [146.8/300.0] [batch_t 0.197 (0.235)] [data_t 0.009] [optim_t 0.188] [lr 0.001565] [CE 3.761 (3.645)] [KD 0.000 (0.000)] +2024-10-12 04:18:00,891 - Train: 48.95% [183700/375300] [146.8/300.0] [batch_t 0.258 (0.249)] [data_t 0.009] [optim_t 0.250] [lr 0.001564] [CE 3.288 (3.597)] [KD 0.000 (0.000)] +2024-10-12 04:18:13,051 - Train: 48.96% [183750/375300] [146.9/300.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.001563] [CE 3.819 (3.645)] [KD 0.000 (0.000)] +2024-10-12 04:18:25,176 - Train: 48.97% [183800/375300] [146.9/300.0] [batch_t 0.217 (0.242)] [data_t 0.009] [optim_t 0.208] [lr 0.001563] [CE 3.526 (3.604)] [KD 0.000 (0.000)] +2024-10-12 04:18:37,364 - Train: 48.99% [183850/375300] [147.0/300.0] [batch_t 0.230 (0.244)] [data_t 0.009] [optim_t 0.221] [lr 0.001562] [CE 3.915 (3.682)] [KD 0.000 (0.000)] +2024-10-12 04:18:48,003 - ==> Total time: 12:25:30 Eta: 12:55:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:18:52,167 - Train: 49.00% [183900/375300] [147.0/300.0] [batch_t 0.284 (0.900)] [data_t 0.108] [optim_t 0.176] [lr 0.001562] [CE 3.700 (3.657)] [KD 0.000 (0.000)] +2024-10-12 04:19:03,364 - Train: 49.01% [183950/375300] [147.0/300.0] [batch_t 0.282 (0.224)] [data_t 0.105] [optim_t 0.177] [lr 0.001561] [CE 3.876 (3.625)] [KD 0.000 (0.000)] +2024-10-12 04:19:14,802 - Train: 49.03% [184000/375300] [147.1/300.0] [batch_t 0.231 (0.229)] [data_t 0.009] [optim_t 0.222] [lr 0.001560] [CE 3.643 (3.624)] [KD 0.000 (0.000)] +2024-10-12 04:19:26,815 - Train: 49.04% [184050/375300] [147.1/300.0] [batch_t 0.189 (0.240)] [data_t 0.009] [optim_t 0.180] [lr 0.001560] [CE 3.649 (3.611)] [KD 0.000 (0.000)] +2024-10-12 04:19:38,294 - Train: 49.05% [184100/375300] [147.2/300.0] [batch_t 0.237 (0.229)] [data_t 0.009] [optim_t 0.228] [lr 0.001559] [CE 3.755 (3.617)] [KD 0.000 (0.000)] +2024-10-12 04:19:50,812 - Train: 49.07% [184150/375300] [147.2/300.0] [batch_t 0.192 (0.250)] [data_t 0.009] [optim_t 0.183] [lr 0.001559] [CE 3.752 (3.613)] [KD 0.000 (0.000)] +2024-10-12 04:20:03,008 - Train: 49.08% [184200/375300] [147.2/300.0] [batch_t 0.195 (0.244)] [data_t 0.009] [optim_t 0.186] [lr 0.001558] [CE 3.737 (3.629)] [KD 0.000 (0.000)] +2024-10-12 04:20:15,114 - Train: 49.09% [184250/375300] [147.3/300.0] [batch_t 0.260 (0.242)] [data_t 0.009] [optim_t 0.251] [lr 0.001557] [CE 3.059 (3.655)] [KD 0.000 (0.000)] +2024-10-12 04:20:27,360 - Train: 49.11% [184300/375300] [147.3/300.0] [batch_t 0.184 (0.245)] [data_t 0.009] [optim_t 0.175] [lr 0.001557] [CE 3.601 (3.585)] [KD 0.000 (0.000)] +2024-10-12 04:20:39,408 - Train: 49.12% [184350/375300] [147.4/300.0] [batch_t 0.258 (0.241)] [data_t 0.009] [optim_t 0.249] [lr 0.001556] [CE 3.777 (3.664)] [KD 0.000 (0.000)] +2024-10-12 04:20:51,432 - Train: 49.13% [184400/375300] [147.4/300.0] [batch_t 0.259 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.001555] [CE 3.900 (3.637)] [KD 0.000 (0.000)] +2024-10-12 04:21:03,194 - Train: 49.15% [184450/375300] [147.4/300.0] [batch_t 0.260 (0.235)] [data_t 0.009] [optim_t 0.252] [lr 0.001555] [CE 3.582 (3.667)] [KD 0.000 (0.000)] +2024-10-12 04:21:15,521 - Train: 49.16% [184500/375300] [147.5/300.0] [batch_t 0.184 (0.246)] [data_t 0.009] [optim_t 0.175] [lr 0.001554] [CE 3.664 (3.661)] [KD 0.000 (0.000)] +2024-10-12 04:21:27,620 - Train: 49.17% [184550/375300] [147.5/300.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.225] [lr 0.001554] [CE 3.645 (3.645)] [KD 0.000 (0.000)] +2024-10-12 04:21:39,625 - Train: 49.19% [184600/375300] [147.6/300.0] [batch_t 0.273 (0.240)] [data_t 0.009] [optim_t 0.264] [lr 0.001553] [CE 3.944 (3.616)] [KD 0.000 (0.000)] +2024-10-12 04:21:51,713 - Train: 49.20% [184650/375300] [147.6/300.0] [batch_t 0.321 (0.242)] [data_t 0.009] [optim_t 0.312] [lr 0.001552] [CE 3.572 (3.619)] [KD 0.000 (0.000)] +2024-10-12 04:22:03,599 - Train: 49.21% [184700/375300] [147.6/300.0] [batch_t 0.195 (0.238)] [data_t 0.009] [optim_t 0.186] [lr 0.001552] [CE 3.797 (3.585)] [KD 0.000 (0.000)] +2024-10-12 04:22:15,628 - Train: 49.23% [184750/375300] [147.7/300.0] [batch_t 0.210 (0.240)] [data_t 0.009] [optim_t 0.201] [lr 0.001551] [CE 3.505 (3.606)] [KD 0.000 (0.000)] +2024-10-12 04:22:27,771 - Train: 49.24% [184800/375300] [147.7/300.0] [batch_t 0.190 (0.243)] [data_t 0.009] [optim_t 0.180] [lr 0.001550] [CE 3.866 (3.676)] [KD 0.000 (0.000)] +2024-10-12 04:22:39,554 - Train: 49.25% [184850/375300] [147.8/300.0] [batch_t 0.188 (0.236)] [data_t 0.009] [optim_t 0.179] [lr 0.001550] [CE 3.658 (3.657)] [KD 0.000 (0.000)] +2024-10-12 04:22:50,833 - Train: 49.27% [184900/375300] [147.8/300.0] [batch_t 0.222 (0.225)] [data_t 0.009] [optim_t 0.213] [lr 0.001549] [CE 3.908 (3.616)] [KD 0.000 (0.000)] +2024-10-12 04:23:02,763 - Train: 49.28% [184950/375300] [147.8/300.0] [batch_t 0.244 (0.238)] [data_t 0.066] [optim_t 0.178] [lr 0.001549] [CE 3.397 (3.635)] [KD 0.000 (0.000)] +2024-10-12 04:23:14,882 - Train: 49.29% [185000/375300] [147.9/300.0] [batch_t 0.224 (0.242)] [data_t 0.045] [optim_t 0.179] [lr 0.001548] [CE 3.397 (3.612)] [KD 0.000 (0.000)] +2024-10-12 04:23:26,933 - Train: 49.31% [185050/375300] [147.9/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.001547] [CE 3.632 (3.644)] [KD 0.000 (0.000)] +2024-10-12 04:23:38,634 - Train: 49.32% [185100/375300] [148.0/300.0] [batch_t 0.186 (0.234)] [data_t 0.010] [optim_t 0.176] [lr 0.001547] [CE 3.657 (3.638)] [KD 0.000 (0.000)] +2024-10-12 04:23:49,402 - ==> Total time: 12:30:32 Eta: 12:50:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:23:53,465 - Train: 49.33% [185150/375300] [148.0/300.0] [batch_t 0.422 (1.362)] [data_t 0.009] [optim_t 0.414] [lr 0.001546] [CE 3.509 (3.487)] [KD 0.000 (0.000)] +2024-10-12 04:24:04,382 - Train: 49.35% [185200/375300] [148.0/300.0] [batch_t 0.224 (0.218)] [data_t 0.050] [optim_t 0.174] [lr 0.001545] [CE 3.869 (3.599)] [KD 0.000 (0.000)] +2024-10-12 04:24:16,471 - Train: 49.36% [185250/375300] [148.1/300.0] [batch_t 0.186 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.001545] [CE 3.571 (3.630)] [KD 0.000 (0.000)] +2024-10-12 04:24:28,407 - Train: 49.37% [185300/375300] [148.1/300.0] [batch_t 0.184 (0.239)] [data_t 0.009] [optim_t 0.175] [lr 0.001544] [CE 3.864 (3.637)] [KD 0.000 (0.000)] +2024-10-12 04:24:40,283 - Train: 49.39% [185350/375300] [148.2/300.0] [batch_t 0.183 (0.237)] [data_t 0.009] [optim_t 0.174] [lr 0.001544] [CE 3.694 (3.670)] [KD 0.000 (0.000)] +2024-10-12 04:24:52,350 - Train: 49.40% [185400/375300] [148.2/300.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001543] [CE 3.774 (3.606)] [KD 0.000 (0.000)] +2024-10-12 04:25:04,337 - Train: 49.41% [185450/375300] [148.2/300.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001542] [CE 3.455 (3.604)] [KD 0.000 (0.000)] +2024-10-12 04:25:16,277 - Train: 49.43% [185500/375300] [148.3/300.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.001542] [CE 3.775 (3.613)] [KD 0.000 (0.000)] +2024-10-12 04:25:27,948 - Train: 49.44% [185550/375300] [148.3/300.0] [batch_t 0.188 (0.233)] [data_t 0.009] [optim_t 0.179] [lr 0.001541] [CE 3.895 (3.647)] [KD 0.000 (0.000)] +2024-10-12 04:25:39,776 - Train: 49.45% [185600/375300] [148.4/300.0] [batch_t 0.242 (0.236)] [data_t 0.009] [optim_t 0.233] [lr 0.001540] [CE 3.513 (3.597)] [KD 0.000 (0.000)] +2024-10-12 04:25:51,494 - Train: 49.47% [185650/375300] [148.4/300.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.001540] [CE 3.509 (3.669)] [KD 0.000 (0.000)] +2024-10-12 04:26:03,392 - Train: 49.48% [185700/375300] [148.4/300.0] [batch_t 0.237 (0.238)] [data_t 0.061] [optim_t 0.175] [lr 0.001539] [CE 3.715 (3.667)] [KD 0.000 (0.000)] +2024-10-12 04:26:15,810 - Train: 49.49% [185750/375300] [148.5/300.0] [batch_t 0.233 (0.248)] [data_t 0.058] [optim_t 0.175] [lr 0.001539] [CE 3.659 (3.650)] [KD 0.000 (0.000)] +2024-10-12 04:26:27,629 - Train: 49.51% [185800/375300] [148.5/300.0] [batch_t 0.205 (0.236)] [data_t 0.028] [optim_t 0.177] [lr 0.001538] [CE 3.583 (3.649)] [KD 0.000 (0.000)] +2024-10-12 04:26:39,416 - Train: 49.52% [185850/375300] [148.6/300.0] [batch_t 0.190 (0.236)] [data_t 0.009] [optim_t 0.181] [lr 0.001537] [CE 3.489 (3.625)] [KD 0.000 (0.000)] +2024-10-12 04:26:51,490 - Train: 49.53% [185900/375300] [148.6/300.0] [batch_t 0.224 (0.241)] [data_t 0.048] [optim_t 0.176] [lr 0.001537] [CE 3.670 (3.606)] [KD 0.000 (0.000)] +2024-10-12 04:27:03,475 - Train: 49.55% [185950/375300] [148.6/300.0] [batch_t 0.212 (0.240)] [data_t 0.039] [optim_t 0.173] [lr 0.001536] [CE 3.832 (3.627)] [KD 0.000 (0.000)] +2024-10-12 04:27:15,234 - Train: 49.56% [186000/375300] [148.7/300.0] [batch_t 0.209 (0.235)] [data_t 0.030] [optim_t 0.178] [lr 0.001536] [CE 3.669 (3.655)] [KD 0.000 (0.000)] +2024-10-12 04:27:27,155 - Train: 49.57% [186050/375300] [148.7/300.0] [batch_t 0.296 (0.238)] [data_t 0.122] [optim_t 0.175] [lr 0.001535] [CE 4.080 (3.668)] [KD 0.000 (0.000)] +2024-10-12 04:27:38,868 - Train: 49.59% [186100/375300] [148.8/300.0] [batch_t 0.258 (0.234)] [data_t 0.082] [optim_t 0.177] [lr 0.001534] [CE 3.897 (3.653)] [KD 0.000 (0.000)] +2024-10-12 04:27:51,153 - Train: 49.60% [186150/375300] [148.8/300.0] [batch_t 0.552 (0.246)] [data_t 0.009] [optim_t 0.543] [lr 0.001534] [CE 3.715 (3.611)] [KD 0.000 (0.000)] +2024-10-12 04:28:03,439 - Train: 49.61% [186200/375300] [148.8/300.0] [batch_t 0.190 (0.246)] [data_t 0.009] [optim_t 0.181] [lr 0.001533] [CE 3.516 (3.629)] [KD 0.000 (0.000)] +2024-10-12 04:28:15,172 - Train: 49.63% [186250/375300] [148.9/300.0] [batch_t 0.213 (0.235)] [data_t 0.009] [optim_t 0.204] [lr 0.001532] [CE 3.237 (3.619)] [KD 0.000 (0.000)] +2024-10-12 04:28:27,178 - Train: 49.64% [186300/375300] [148.9/300.0] [batch_t 0.231 (0.240)] [data_t 0.009] [optim_t 0.222] [lr 0.001532] [CE 3.794 (3.668)] [KD 0.000 (0.000)] +2024-10-12 04:28:39,131 - Train: 49.65% [186350/375300] [149.0/300.0] [batch_t 0.193 (0.239)] [data_t 0.009] [optim_t 0.184] [lr 0.001531] [CE 3.667 (3.631)] [KD 0.000 (0.000)] +2024-10-12 04:28:50,173 - ==> Total time: 12:35:32 Eta: 12:45:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:28:54,393 - Train: 49.67% [186400/375300] [149.0/300.0] [batch_t 2.990 (2.990)] [data_t 2.805] [optim_t 0.184] [lr 0.001531] [CE 3.698 (3.698)] [KD 0.000 (0.000)] +2024-10-12 04:29:04,517 - Train: 49.68% [186450/375300] [149.0/300.0] [batch_t 0.326 (0.202)] [data_t 0.009] [optim_t 0.317] [lr 0.001530] [CE 3.641 (3.630)] [KD 0.000 (0.000)] +2024-10-12 04:29:15,903 - Train: 49.69% [186500/375300] [149.1/300.0] [batch_t 0.230 (0.228)] [data_t 0.009] [optim_t 0.221] [lr 0.001529] [CE 3.829 (3.588)] [KD 0.000 (0.000)] +2024-10-12 04:29:27,437 - Train: 49.71% [186550/375300] [149.1/300.0] [batch_t 0.254 (0.231)] [data_t 0.009] [optim_t 0.245] [lr 0.001529] [CE 3.681 (3.612)] [KD 0.000 (0.000)] +2024-10-12 04:29:39,073 - Train: 49.72% [186600/375300] [149.2/300.0] [batch_t 0.218 (0.233)] [data_t 0.009] [optim_t 0.209] [lr 0.001528] [CE 3.743 (3.588)] [KD 0.000 (0.000)] +2024-10-12 04:29:50,634 - Train: 49.73% [186650/375300] [149.2/300.0] [batch_t 0.241 (0.231)] [data_t 0.009] [optim_t 0.233] [lr 0.001527] [CE 3.507 (3.602)] [KD 0.000 (0.000)] +2024-10-12 04:30:02,331 - Train: 49.75% [186700/375300] [149.2/300.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.001527] [CE 3.509 (3.620)] [KD 0.000 (0.000)] +2024-10-12 04:30:13,734 - Train: 49.76% [186750/375300] [149.3/300.0] [batch_t 0.229 (0.228)] [data_t 0.009] [optim_t 0.220] [lr 0.001526] [CE 3.390 (3.609)] [KD 0.000 (0.000)] +2024-10-12 04:30:25,242 - Train: 49.77% [186800/375300] [149.3/300.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.001526] [CE 3.183 (3.604)] [KD 0.000 (0.000)] +2024-10-12 04:30:36,763 - Train: 49.79% [186850/375300] [149.4/300.0] [batch_t 0.181 (0.230)] [data_t 0.009] [optim_t 0.172] [lr 0.001525] [CE 3.837 (3.651)] [KD 0.000 (0.000)] +2024-10-12 04:30:48,111 - Train: 49.80% [186900/375300] [149.4/300.0] [batch_t 0.196 (0.227)] [data_t 0.009] [optim_t 0.187] [lr 0.001524] [CE 3.966 (3.605)] [KD 0.000 (0.000)] +2024-10-12 04:30:59,629 - Train: 49.81% [186950/375300] [149.4/300.0] [batch_t 0.242 (0.230)] [data_t 0.009] [optim_t 0.233] [lr 0.001524] [CE 3.429 (3.607)] [KD 0.000 (0.000)] +2024-10-12 04:31:11,239 - Train: 49.83% [187000/375300] [149.5/300.0] [batch_t 0.188 (0.232)] [data_t 0.009] [optim_t 0.179] [lr 0.001523] [CE 3.329 (3.642)] [KD 0.000 (0.000)] +2024-10-12 04:31:22,796 - Train: 49.84% [187050/375300] [149.5/300.0] [batch_t 0.203 (0.231)] [data_t 0.009] [optim_t 0.194] [lr 0.001522] [CE 3.765 (3.613)] [KD 0.000 (0.000)] +2024-10-12 04:31:34,771 - Train: 49.85% [187100/375300] [149.6/300.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001522] [CE 3.484 (3.602)] [KD 0.000 (0.000)] +2024-10-12 04:31:46,879 - Train: 49.87% [187150/375300] [149.6/300.0] [batch_t 0.255 (0.242)] [data_t 0.009] [optim_t 0.246] [lr 0.001521] [CE 3.542 (3.597)] [KD 0.000 (0.000)] +2024-10-12 04:31:58,781 - Train: 49.88% [187200/375300] [149.6/300.0] [batch_t 0.249 (0.238)] [data_t 0.009] [optim_t 0.240] [lr 0.001521] [CE 3.497 (3.617)] [KD 0.000 (0.000)] +2024-10-12 04:32:11,038 - Train: 49.89% [187250/375300] [149.7/300.0] [batch_t 0.183 (0.245)] [data_t 0.009] [optim_t 0.175] [lr 0.001520] [CE 3.823 (3.656)] [KD 0.000 (0.000)] +2024-10-12 04:32:23,254 - Train: 49.91% [187300/375300] [149.7/300.0] [batch_t 0.241 (0.244)] [data_t 0.009] [optim_t 0.232] [lr 0.001519] [CE 3.781 (3.639)] [KD 0.000 (0.000)] +2024-10-12 04:32:35,632 - Train: 49.92% [187350/375300] [149.8/300.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.241] [lr 0.001519] [CE 3.770 (3.639)] [KD 0.000 (0.000)] +2024-10-12 04:32:47,658 - Train: 49.93% [187400/375300] [149.8/300.0] [batch_t 0.211 (0.240)] [data_t 0.009] [optim_t 0.202] [lr 0.001518] [CE 3.853 (3.649)] [KD 0.000 (0.000)] +2024-10-12 04:32:59,808 - Train: 49.95% [187450/375300] [149.8/300.0] [batch_t 0.257 (0.243)] [data_t 0.009] [optim_t 0.248] [lr 0.001517] [CE 3.944 (3.632)] [KD 0.000 (0.000)] +2024-10-12 04:33:11,533 - Train: 49.96% [187500/375300] [149.9/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.001517] [CE 3.649 (3.657)] [KD 0.000 (0.000)] +2024-10-12 04:33:22,946 - Train: 49.97% [187550/375300] [149.9/300.0] [batch_t 0.292 (0.228)] [data_t 0.009] [optim_t 0.283] [lr 0.001516] [CE 3.737 (3.675)] [KD 0.000 (0.000)] +2024-10-12 04:33:35,016 - Train: 49.99% [187600/375300] [150.0/300.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.001516] [CE 3.725 (3.674)] [KD 0.000 (0.000)] +2024-10-12 04:33:46,100 - Train: 50.00% [187650/375300] [150.0/300.0] [batch_t 0.180 (0.222)] [data_t 0.009] [optim_t 0.171] [lr 0.001515] [CE 3.784 (3.610)] [KD 0.000 (0.000)] +2024-10-12 04:33:57,875 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 36429] [top5_cnt 45772] [top_all 50000] +2024-10-12 04:33:57,875 - net: 72.858 (91.544) +2024-10-12 04:34:10,114 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 38941] [top5_cnt 47052] [top_all 50000] +2024-10-12 04:34:10,114 - net_E: 77.882 (94.104) +2024-10-12 04:34:10,231 - Max [top1: 73.094 (epoch: 145)] [top1-ema: 77.882 (epoch: 150)] +2024-10-12 04:34:10,232 - ==> Total time: 12:40:52 Eta: 12:40:52 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:34:26,468 - Train: 50.01% [187700/375300] [150.0/300.0] [batch_t 0.187 (0.229)] [data_t 0.009] [optim_t 0.179] [lr 0.001514] [CE 3.476 (3.609)] [KD 0.000 (0.000)] +2024-10-12 04:34:37,779 - Train: 50.03% [187750/375300] [150.1/300.0] [batch_t 0.230 (0.226)] [data_t 0.009] [optim_t 0.221] [lr 0.001514] [CE 3.599 (3.678)] [KD 0.000 (0.000)] +2024-10-12 04:34:49,247 - Train: 50.04% [187800/375300] [150.1/300.0] [batch_t 0.217 (0.229)] [data_t 0.009] [optim_t 0.208] [lr 0.001513] [CE 3.840 (3.662)] [KD 0.000 (0.000)] +2024-10-12 04:35:00,837 - Train: 50.05% [187850/375300] [150.2/300.0] [batch_t 0.247 (0.232)] [data_t 0.009] [optim_t 0.238] [lr 0.001513] [CE 3.699 (3.556)] [KD 0.000 (0.000)] +2024-10-12 04:35:12,163 - Train: 50.07% [187900/375300] [150.2/300.0] [batch_t 0.186 (0.226)] [data_t 0.009] [optim_t 0.177] [lr 0.001512] [CE 3.742 (3.640)] [KD 0.000 (0.000)] +2024-10-12 04:35:24,094 - Train: 50.08% [187950/375300] [150.2/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.001511] [CE 3.298 (3.641)] [KD 0.000 (0.000)] +2024-10-12 04:35:36,238 - Train: 50.09% [188000/375300] [150.3/300.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.001511] [CE 3.564 (3.570)] [KD 0.000 (0.000)] +2024-10-12 04:35:48,541 - Train: 50.11% [188050/375300] [150.3/300.0] [batch_t 0.223 (0.246)] [data_t 0.009] [optim_t 0.214] [lr 0.001510] [CE 3.817 (3.654)] [KD 0.000 (0.000)] +2024-10-12 04:36:00,540 - Train: 50.12% [188100/375300] [150.4/300.0] [batch_t 0.217 (0.240)] [data_t 0.009] [optim_t 0.208] [lr 0.001509] [CE 4.007 (3.592)] [KD 0.000 (0.000)] +2024-10-12 04:36:12,306 - Train: 50.13% [188150/375300] [150.4/300.0] [batch_t 0.252 (0.235)] [data_t 0.009] [optim_t 0.243] [lr 0.001509] [CE 3.704 (3.619)] [KD 0.000 (0.000)] +2024-10-12 04:36:24,244 - Train: 50.15% [188200/375300] [150.4/300.0] [batch_t 0.277 (0.239)] [data_t 0.009] [optim_t 0.268] [lr 0.001508] [CE 3.855 (3.631)] [KD 0.000 (0.000)] +2024-10-12 04:36:36,212 - Train: 50.16% [188250/375300] [150.5/300.0] [batch_t 0.280 (0.239)] [data_t 0.009] [optim_t 0.271] [lr 0.001508] [CE 3.536 (3.607)] [KD 0.000 (0.000)] +2024-10-12 04:36:48,305 - Train: 50.17% [188300/375300] [150.5/300.0] [batch_t 0.267 (0.242)] [data_t 0.009] [optim_t 0.258] [lr 0.001507] [CE 3.760 (3.635)] [KD 0.000 (0.000)] +2024-10-12 04:37:00,615 - Train: 50.19% [188350/375300] [150.6/300.0] [batch_t 0.194 (0.246)] [data_t 0.009] [optim_t 0.185] [lr 0.001506] [CE 3.515 (3.678)] [KD 0.000 (0.000)] +2024-10-12 04:37:12,355 - Train: 50.20% [188400/375300] [150.6/300.0] [batch_t 0.238 (0.235)] [data_t 0.009] [optim_t 0.229] [lr 0.001506] [CE 3.805 (3.647)] [KD 0.000 (0.000)] +2024-10-12 04:37:24,089 - Train: 50.21% [188450/375300] [150.6/300.0] [batch_t 0.235 (0.235)] [data_t 0.009] [optim_t 0.226] [lr 0.001505] [CE 3.420 (3.660)] [KD 0.000 (0.000)] +2024-10-12 04:37:35,961 - Train: 50.23% [188500/375300] [150.7/300.0] [batch_t 0.261 (0.237)] [data_t 0.009] [optim_t 0.252] [lr 0.001504] [CE 3.535 (3.655)] [KD 0.000 (0.000)] +2024-10-12 04:37:47,965 - Train: 50.24% [188550/375300] [150.7/300.0] [batch_t 0.255 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.001504] [CE 3.519 (3.633)] [KD 0.000 (0.000)] +2024-10-12 04:37:59,799 - Train: 50.25% [188600/375300] [150.8/300.0] [batch_t 0.269 (0.237)] [data_t 0.009] [optim_t 0.260] [lr 0.001503] [CE 3.626 (3.606)] [KD 0.000 (0.000)] +2024-10-12 04:38:11,526 - Train: 50.27% [188650/375300] [150.8/300.0] [batch_t 0.262 (0.234)] [data_t 0.009] [optim_t 0.253] [lr 0.001503] [CE 3.920 (3.662)] [KD 0.000 (0.000)] +2024-10-12 04:38:23,459 - Train: 50.28% [188700/375300] [150.8/300.0] [batch_t 0.182 (0.239)] [data_t 0.009] [optim_t 0.173] [lr 0.001502] [CE 3.596 (3.660)] [KD 0.000 (0.000)] +2024-10-12 04:38:34,892 - Train: 50.29% [188750/375300] [150.9/300.0] [batch_t 0.230 (0.229)] [data_t 0.009] [optim_t 0.221] [lr 0.001501] [CE 3.804 (3.655)] [KD 0.000 (0.000)] +2024-10-12 04:38:46,599 - Train: 50.31% [188800/375300] [150.9/300.0] [batch_t 0.214 (0.234)] [data_t 0.009] [optim_t 0.205] [lr 0.001501] [CE 3.199 (3.618)] [KD 0.000 (0.000)] +2024-10-12 04:38:58,502 - Train: 50.32% [188850/375300] [151.0/300.0] [batch_t 0.265 (0.238)] [data_t 0.009] [optim_t 0.256] [lr 0.001500] [CE 3.923 (3.662)] [KD 0.000 (0.000)] +2024-10-12 04:39:09,959 - Train: 50.33% [188900/375300] [151.0/300.0] [batch_t 0.179 (0.229)] [data_t 0.009] [optim_t 0.170] [lr 0.001499] [CE 3.451 (3.649)] [KD 0.000 (0.000)] +2024-10-12 04:39:10,138 - ==> Total time: 12:45:52 Eta: 12:35:44 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:39:23,838 - Train: 50.35% [188950/375300] [151.0/300.0] [batch_t 0.187 (0.250)] [data_t 0.009] [optim_t 0.178] [lr 0.001499] [CE 3.883 (3.585)] [KD 0.000 (0.000)] +2024-10-12 04:39:35,529 - Train: 50.36% [189000/375300] [151.1/300.0] [batch_t 0.188 (0.234)] [data_t 0.009] [optim_t 0.179] [lr 0.001498] [CE 3.900 (3.588)] [KD 0.000 (0.000)] +2024-10-12 04:39:47,077 - Train: 50.37% [189050/375300] [151.1/300.0] [batch_t 0.232 (0.231)] [data_t 0.009] [optim_t 0.223] [lr 0.001498] [CE 3.426 (3.644)] [KD 0.000 (0.000)] +2024-10-12 04:39:59,035 - Train: 50.39% [189100/375300] [151.2/300.0] [batch_t 0.263 (0.239)] [data_t 0.009] [optim_t 0.255] [lr 0.001497] [CE 3.418 (3.637)] [KD 0.000 (0.000)] +2024-10-12 04:40:10,518 - Train: 50.40% [189150/375300] [151.2/300.0] [batch_t 0.217 (0.230)] [data_t 0.009] [optim_t 0.208] [lr 0.001496] [CE 3.719 (3.609)] [KD 0.000 (0.000)] +2024-10-12 04:40:21,900 - Train: 50.41% [189200/375300] [151.2/300.0] [batch_t 0.215 (0.228)] [data_t 0.009] [optim_t 0.206] [lr 0.001496] [CE 3.877 (3.645)] [KD 0.000 (0.000)] +2024-10-12 04:40:33,344 - Train: 50.43% [189250/375300] [151.3/300.0] [batch_t 0.223 (0.229)] [data_t 0.009] [optim_t 0.214] [lr 0.001495] [CE 3.642 (3.700)] [KD 0.000 (0.000)] +2024-10-12 04:40:45,047 - Train: 50.44% [189300/375300] [151.3/300.0] [batch_t 0.241 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.001495] [CE 3.380 (3.584)] [KD 0.000 (0.000)] +2024-10-12 04:40:56,442 - Train: 50.45% [189350/375300] [151.4/300.0] [batch_t 0.224 (0.228)] [data_t 0.009] [optim_t 0.215] [lr 0.001494] [CE 3.487 (3.627)] [KD 0.000 (0.000)] +2024-10-12 04:41:07,875 - Train: 50.47% [189400/375300] [151.4/300.0] [batch_t 0.191 (0.229)] [data_t 0.009] [optim_t 0.182] [lr 0.001493] [CE 3.742 (3.597)] [KD 0.000 (0.000)] +2024-10-12 04:41:19,384 - Train: 50.48% [189450/375300] [151.4/300.0] [batch_t 0.244 (0.230)] [data_t 0.009] [optim_t 0.235] [lr 0.001493] [CE 3.670 (3.604)] [KD 0.000 (0.000)] +2024-10-12 04:41:30,988 - Train: 50.49% [189500/375300] [151.5/300.0] [batch_t 0.185 (0.232)] [data_t 0.009] [optim_t 0.176] [lr 0.001492] [CE 3.331 (3.621)] [KD 0.000 (0.000)] +2024-10-12 04:41:42,245 - Train: 50.51% [189550/375300] [151.5/300.0] [batch_t 0.246 (0.225)] [data_t 0.009] [optim_t 0.237] [lr 0.001491] [CE 3.429 (3.616)] [KD 0.000 (0.000)] +2024-10-12 04:41:53,782 - Train: 50.52% [189600/375300] [151.6/300.0] [batch_t 0.246 (0.231)] [data_t 0.009] [optim_t 0.237] [lr 0.001491] [CE 3.224 (3.640)] [KD 0.000 (0.000)] +2024-10-12 04:42:05,260 - Train: 50.53% [189650/375300] [151.6/300.0] [batch_t 0.268 (0.229)] [data_t 0.009] [optim_t 0.259] [lr 0.001490] [CE 3.395 (3.565)] [KD 0.000 (0.000)] +2024-10-12 04:42:16,919 - Train: 50.55% [189700/375300] [151.6/300.0] [batch_t 0.258 (0.233)] [data_t 0.009] [optim_t 0.249] [lr 0.001490] [CE 3.801 (3.629)] [KD 0.000 (0.000)] +2024-10-12 04:42:28,363 - Train: 50.56% [189750/375300] [151.7/300.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.213] [lr 0.001489] [CE 3.067 (3.638)] [KD 0.000 (0.000)] +2024-10-12 04:42:40,079 - Train: 50.57% [189800/375300] [151.7/300.0] [batch_t 0.273 (0.234)] [data_t 0.009] [optim_t 0.264] [lr 0.001488] [CE 3.508 (3.627)] [KD 0.000 (0.000)] +2024-10-12 04:42:51,763 - Train: 50.59% [189850/375300] [151.8/300.0] [batch_t 0.269 (0.234)] [data_t 0.009] [optim_t 0.260] [lr 0.001488] [CE 3.477 (3.633)] [KD 0.000 (0.000)] +2024-10-12 04:43:03,297 - Train: 50.60% [189900/375300] [151.8/300.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.001487] [CE 3.907 (3.650)] [KD 0.000 (0.000)] +2024-10-12 04:43:14,837 - Train: 50.61% [189950/375300] [151.8/300.0] [batch_t 0.205 (0.231)] [data_t 0.009] [optim_t 0.196] [lr 0.001486] [CE 3.635 (3.631)] [KD 0.000 (0.000)] +2024-10-12 04:43:26,727 - Train: 50.63% [190000/375300] [151.9/300.0] [batch_t 0.182 (0.238)] [data_t 0.009] [optim_t 0.173] [lr 0.001486] [CE 3.596 (3.618)] [KD 0.000 (0.000)] +2024-10-12 04:43:38,074 - Train: 50.64% [190050/375300] [151.9/300.0] [batch_t 0.232 (0.227)] [data_t 0.009] [optim_t 0.223] [lr 0.001485] [CE 3.532 (3.613)] [KD 0.000 (0.000)] +2024-10-12 04:43:49,814 - Train: 50.65% [190100/375300] [152.0/300.0] [batch_t 0.272 (0.235)] [data_t 0.009] [optim_t 0.263] [lr 0.001485] [CE 3.559 (3.595)] [KD 0.000 (0.000)] +2024-10-12 04:44:01,043 - Train: 50.67% [190150/375300] [152.0/300.0] [batch_t 0.180 (0.224)] [data_t 0.009] [optim_t 0.172] [lr 0.001484] [CE 4.029 (3.635)] [KD 0.000 (0.000)] +2024-10-12 04:44:01,403 - ==> Total time: 12:50:44 Eta: 12:30:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:44:17,648 - Train: 50.68% [190200/375300] [152.0/300.0] [batch_t 0.186 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.001483] [CE 3.764 (3.594)] [KD 0.000 (0.000)] +2024-10-12 04:44:29,259 - Train: 50.69% [190250/375300] [152.1/300.0] [batch_t 0.233 (0.232)] [data_t 0.059] [optim_t 0.173] [lr 0.001483] [CE 3.697 (3.603)] [KD 0.000 (0.000)] +2024-10-12 04:44:41,111 - Train: 50.71% [190300/375300] [152.1/300.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.001482] [CE 3.579 (3.599)] [KD 0.000 (0.000)] +2024-10-12 04:44:53,012 - Train: 50.72% [190350/375300] [152.2/300.0] [batch_t 0.182 (0.238)] [data_t 0.009] [optim_t 0.173] [lr 0.001481] [CE 3.850 (3.640)] [KD 0.000 (0.000)] +2024-10-12 04:45:04,478 - Train: 50.73% [190400/375300] [152.2/300.0] [batch_t 0.241 (0.229)] [data_t 0.009] [optim_t 0.233] [lr 0.001481] [CE 3.797 (3.608)] [KD 0.000 (0.000)] +2024-10-12 04:45:15,900 - Train: 50.75% [190450/375300] [152.2/300.0] [batch_t 0.222 (0.228)] [data_t 0.009] [optim_t 0.213] [lr 0.001480] [CE 3.708 (3.611)] [KD 0.000 (0.000)] +2024-10-12 04:45:27,132 - Train: 50.76% [190500/375300] [152.3/300.0] [batch_t 0.251 (0.225)] [data_t 0.009] [optim_t 0.242] [lr 0.001480] [CE 3.690 (3.581)] [KD 0.000 (0.000)] +2024-10-12 04:45:38,667 - Train: 50.77% [190550/375300] [152.3/300.0] [batch_t 0.238 (0.231)] [data_t 0.009] [optim_t 0.229] [lr 0.001479] [CE 3.654 (3.604)] [KD 0.000 (0.000)] +2024-10-12 04:45:50,088 - Train: 50.79% [190600/375300] [152.4/300.0] [batch_t 0.219 (0.228)] [data_t 0.009] [optim_t 0.210] [lr 0.001478] [CE 3.655 (3.624)] [KD 0.000 (0.000)] +2024-10-12 04:46:01,306 - Train: 50.80% [190650/375300] [152.4/300.0] [batch_t 0.230 (0.224)] [data_t 0.009] [optim_t 0.221] [lr 0.001478] [CE 3.503 (3.598)] [KD 0.000 (0.000)] +2024-10-12 04:46:12,859 - Train: 50.81% [190700/375300] [152.4/300.0] [batch_t 0.182 (0.231)] [data_t 0.009] [optim_t 0.173] [lr 0.001477] [CE 3.803 (3.578)] [KD 0.000 (0.000)] +2024-10-12 04:46:24,361 - Train: 50.83% [190750/375300] [152.5/300.0] [batch_t 0.252 (0.230)] [data_t 0.009] [optim_t 0.243] [lr 0.001476] [CE 3.917 (3.612)] [KD 0.000 (0.000)] +2024-10-12 04:46:36,422 - Train: 50.84% [190800/375300] [152.5/300.0] [batch_t 0.272 (0.241)] [data_t 0.009] [optim_t 0.263] [lr 0.001476] [CE 3.789 (3.634)] [KD 0.000 (0.000)] +2024-10-12 04:46:48,127 - Train: 50.85% [190850/375300] [152.6/300.0] [batch_t 0.251 (0.234)] [data_t 0.009] [optim_t 0.242] [lr 0.001475] [CE 3.796 (3.597)] [KD 0.000 (0.000)] +2024-10-12 04:47:00,187 - Train: 50.87% [190900/375300] [152.6/300.0] [batch_t 0.217 (0.241)] [data_t 0.009] [optim_t 0.208] [lr 0.001475] [CE 3.684 (3.699)] [KD 0.000 (0.000)] +2024-10-12 04:47:12,035 - Train: 50.88% [190950/375300] [152.6/300.0] [batch_t 0.261 (0.237)] [data_t 0.009] [optim_t 0.252] [lr 0.001474] [CE 3.821 (3.646)] [KD 0.000 (0.000)] +2024-10-12 04:47:24,050 - Train: 50.89% [191000/375300] [152.7/300.0] [batch_t 0.197 (0.240)] [data_t 0.009] [optim_t 0.189] [lr 0.001473] [CE 3.799 (3.606)] [KD 0.000 (0.000)] +2024-10-12 04:47:35,996 - Train: 50.91% [191050/375300] [152.7/300.0] [batch_t 0.283 (0.239)] [data_t 0.009] [optim_t 0.274] [lr 0.001473] [CE 3.582 (3.573)] [KD 0.000 (0.000)] +2024-10-12 04:47:47,970 - Train: 50.92% [191100/375300] [152.8/300.0] [batch_t 0.268 (0.239)] [data_t 0.009] [optim_t 0.260] [lr 0.001472] [CE 3.689 (3.625)] [KD 0.000 (0.000)] +2024-10-12 04:48:00,008 - Train: 50.93% [191150/375300] [152.8/300.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.001472] [CE 3.853 (3.644)] [KD 0.000 (0.000)] +2024-10-12 04:48:12,084 - Train: 50.95% [191200/375300] [152.8/300.0] [batch_t 0.224 (0.241)] [data_t 0.009] [optim_t 0.215] [lr 0.001471] [CE 3.165 (3.651)] [KD 0.000 (0.000)] +2024-10-12 04:48:23,956 - Train: 50.96% [191250/375300] [152.9/300.0] [batch_t 0.251 (0.237)] [data_t 0.009] [optim_t 0.242] [lr 0.001470] [CE 3.615 (3.605)] [KD 0.000 (0.000)] +2024-10-12 04:48:35,863 - Train: 50.97% [191300/375300] [152.9/300.0] [batch_t 0.185 (0.238)] [data_t 0.009] [optim_t 0.176] [lr 0.001470] [CE 3.650 (3.564)] [KD 0.000 (0.000)] +2024-10-12 04:48:47,573 - Train: 50.99% [191350/375300] [153.0/300.0] [batch_t 0.268 (0.234)] [data_t 0.009] [optim_t 0.259] [lr 0.001469] [CE 3.123 (3.644)] [KD 0.000 (0.000)] +2024-10-12 04:48:59,155 - Train: 51.00% [191400/375300] [153.0/300.0] [batch_t 0.179 (0.232)] [data_t 0.009] [optim_t 0.171] [lr 0.001468] [CE 3.769 (3.650)] [KD 0.000 (0.000)] +2024-10-12 04:48:59,694 - ==> Total time: 12:55:42 Eta: 12:25:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:49:13,161 - Train: 51.01% [191450/375300] [153.0/300.0] [batch_t 0.316 (0.258)] [data_t 0.009] [optim_t 0.307] [lr 0.001468] [CE 3.682 (3.580)] [KD 0.000 (0.000)] +2024-10-12 04:49:24,552 - Train: 51.03% [191500/375300] [153.1/300.0] [batch_t 0.269 (0.228)] [data_t 0.009] [optim_t 0.260] [lr 0.001467] [CE 3.771 (3.589)] [KD 0.000 (0.000)] +2024-10-12 04:49:36,004 - Train: 51.04% [191550/375300] [153.1/300.0] [batch_t 0.224 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.001467] [CE 3.789 (3.582)] [KD 0.000 (0.000)] +2024-10-12 04:49:47,522 - Train: 51.05% [191600/375300] [153.2/300.0] [batch_t 0.253 (0.230)] [data_t 0.009] [optim_t 0.244] [lr 0.001466] [CE 3.529 (3.616)] [KD 0.000 (0.000)] +2024-10-12 04:49:59,250 - Train: 51.07% [191650/375300] [153.2/300.0] [batch_t 0.184 (0.234)] [data_t 0.009] [optim_t 0.175] [lr 0.001465] [CE 3.588 (3.622)] [KD 0.000 (0.000)] +2024-10-12 04:50:10,571 - Train: 51.08% [191700/375300] [153.2/300.0] [batch_t 0.281 (0.226)] [data_t 0.009] [optim_t 0.272] [lr 0.001465] [CE 3.851 (3.610)] [KD 0.000 (0.000)] +2024-10-12 04:50:22,223 - Train: 51.09% [191750/375300] [153.3/300.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.001464] [CE 3.741 (3.630)] [KD 0.000 (0.000)] +2024-10-12 04:50:33,722 - Train: 51.11% [191800/375300] [153.3/300.0] [batch_t 0.218 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.001463] [CE 3.670 (3.598)] [KD 0.000 (0.000)] +2024-10-12 04:50:45,154 - Train: 51.12% [191850/375300] [153.4/300.0] [batch_t 0.212 (0.229)] [data_t 0.009] [optim_t 0.203] [lr 0.001463] [CE 3.793 (3.569)] [KD 0.000 (0.000)] +2024-10-12 04:50:56,545 - Train: 51.13% [191900/375300] [153.4/300.0] [batch_t 0.191 (0.228)] [data_t 0.009] [optim_t 0.182] [lr 0.001462] [CE 3.506 (3.644)] [KD 0.000 (0.000)] +2024-10-12 04:51:08,043 - Train: 51.15% [191950/375300] [153.4/300.0] [batch_t 0.213 (0.230)] [data_t 0.009] [optim_t 0.204] [lr 0.001462] [CE 3.434 (3.562)] [KD 0.000 (0.000)] +2024-10-12 04:51:19,771 - Train: 51.16% [192000/375300] [153.5/300.0] [batch_t 0.228 (0.234)] [data_t 0.009] [optim_t 0.219] [lr 0.001461] [CE 3.483 (3.578)] [KD 0.000 (0.000)] +2024-10-12 04:51:31,116 - Train: 51.17% [192050/375300] [153.5/300.0] [batch_t 0.240 (0.227)] [data_t 0.009] [optim_t 0.231] [lr 0.001460] [CE 3.247 (3.602)] [KD 0.000 (0.000)] +2024-10-12 04:51:42,477 - Train: 51.19% [192100/375300] [153.6/300.0] [batch_t 0.191 (0.227)] [data_t 0.009] [optim_t 0.182] [lr 0.001460] [CE 3.685 (3.625)] [KD 0.000 (0.000)] +2024-10-12 04:51:53,757 - Train: 51.20% [192150/375300] [153.6/300.0] [batch_t 0.257 (0.225)] [data_t 0.009] [optim_t 0.249] [lr 0.001459] [CE 3.587 (3.641)] [KD 0.000 (0.000)] +2024-10-12 04:52:05,238 - Train: 51.21% [192200/375300] [153.6/300.0] [batch_t 0.211 (0.230)] [data_t 0.009] [optim_t 0.202] [lr 0.001458] [CE 3.570 (3.617)] [KD 0.000 (0.000)] +2024-10-12 04:52:16,856 - Train: 51.23% [192250/375300] [153.7/300.0] [batch_t 0.274 (0.232)] [data_t 0.009] [optim_t 0.265] [lr 0.001458] [CE 3.710 (3.630)] [KD 0.000 (0.000)] +2024-10-12 04:52:28,507 - Train: 51.24% [192300/375300] [153.7/300.0] [batch_t 0.189 (0.233)] [data_t 0.009] [optim_t 0.181] [lr 0.001457] [CE 3.645 (3.596)] [KD 0.000 (0.000)] +2024-10-12 04:52:39,439 - Train: 51.25% [192350/375300] [153.8/300.0] [batch_t 0.225 (0.219)] [data_t 0.009] [optim_t 0.216] [lr 0.001457] [CE 3.833 (3.610)] [KD 0.000 (0.000)] +2024-10-12 04:52:50,790 - Train: 51.27% [192400/375300] [153.8/300.0] [batch_t 0.204 (0.227)] [data_t 0.009] [optim_t 0.196] [lr 0.001456] [CE 3.362 (3.620)] [KD 0.000 (0.000)] +2024-10-12 04:53:02,300 - Train: 51.28% [192450/375300] [153.8/300.0] [batch_t 0.385 (0.230)] [data_t 0.009] [optim_t 0.376] [lr 0.001455] [CE 3.423 (3.610)] [KD 0.000 (0.000)] +2024-10-12 04:53:13,669 - Train: 51.29% [192500/375300] [153.9/300.0] [batch_t 0.198 (0.227)] [data_t 0.009] [optim_t 0.189] [lr 0.001455] [CE 3.433 (3.657)] [KD 0.000 (0.000)] +2024-10-12 04:53:25,381 - Train: 51.31% [192550/375300] [153.9/300.0] [batch_t 0.191 (0.234)] [data_t 0.009] [optim_t 0.182] [lr 0.001454] [CE 3.453 (3.570)] [KD 0.000 (0.000)] +2024-10-12 04:53:37,546 - Train: 51.32% [192600/375300] [154.0/300.0] [batch_t 0.243 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.001453] [CE 3.622 (3.597)] [KD 0.000 (0.000)] +2024-10-12 04:53:48,923 - Train: 51.33% [192650/375300] [154.0/300.0] [batch_t 0.183 (0.227)] [data_t 0.009] [optim_t 0.174] [lr 0.001453] [CE 3.307 (3.609)] [KD 0.000 (0.000)] +2024-10-12 04:53:49,659 - ==> Total time: 13:00:32 Eta: 12:19:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:54:03,015 - Train: 51.35% [192700/375300] [154.0/300.0] [batch_t 0.258 (0.266)] [data_t 0.009] [optim_t 0.249] [lr 0.001452] [CE 3.478 (3.557)] [KD 0.000 (0.000)] +2024-10-12 04:54:14,419 - Train: 51.36% [192750/375300] [154.1/300.0] [batch_t 0.187 (0.228)] [data_t 0.009] [optim_t 0.178] [lr 0.001452] [CE 3.200 (3.569)] [KD 0.000 (0.000)] +2024-10-12 04:54:26,252 - Train: 51.37% [192800/375300] [154.1/300.0] [batch_t 0.227 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.001451] [CE 3.511 (3.593)] [KD 0.000 (0.000)] +2024-10-12 04:54:38,140 - Train: 51.39% [192850/375300] [154.2/300.0] [batch_t 0.213 (0.238)] [data_t 0.009] [optim_t 0.204] [lr 0.001450] [CE 3.833 (3.622)] [KD 0.000 (0.000)] +2024-10-12 04:54:50,270 - Train: 51.40% [192900/375300] [154.2/300.0] [batch_t 0.290 (0.242)] [data_t 0.009] [optim_t 0.281] [lr 0.001450] [CE 3.796 (3.631)] [KD 0.000 (0.000)] +2024-10-12 04:55:02,423 - Train: 51.41% [192950/375300] [154.2/300.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.241] [lr 0.001449] [CE 3.551 (3.623)] [KD 0.000 (0.000)] +2024-10-12 04:55:14,690 - Train: 51.43% [193000/375300] [154.3/300.0] [batch_t 0.273 (0.245)] [data_t 0.009] [optim_t 0.264] [lr 0.001449] [CE 3.712 (3.593)] [KD 0.000 (0.000)] +2024-10-12 04:55:26,979 - Train: 51.44% [193050/375300] [154.3/300.0] [batch_t 0.216 (0.246)] [data_t 0.009] [optim_t 0.207] [lr 0.001448] [CE 3.383 (3.585)] [KD 0.000 (0.000)] +2024-10-12 04:55:39,374 - Train: 51.45% [193100/375300] [154.4/300.0] [batch_t 0.260 (0.248)] [data_t 0.009] [optim_t 0.251] [lr 0.001447] [CE 3.628 (3.616)] [KD 0.000 (0.000)] +2024-10-12 04:55:51,503 - Train: 51.47% [193150/375300] [154.4/300.0] [batch_t 0.218 (0.242)] [data_t 0.009] [optim_t 0.209] [lr 0.001447] [CE 3.446 (3.552)] [KD 0.000 (0.000)] +2024-10-12 04:56:03,878 - Train: 51.48% [193200/375300] [154.4/300.0] [batch_t 0.261 (0.247)] [data_t 0.009] [optim_t 0.252] [lr 0.001446] [CE 3.579 (3.629)] [KD 0.000 (0.000)] +2024-10-12 04:56:15,948 - Train: 51.49% [193250/375300] [154.5/300.0] [batch_t 0.185 (0.241)] [data_t 0.009] [optim_t 0.176] [lr 0.001445] [CE 3.799 (3.605)] [KD 0.000 (0.000)] +2024-10-12 04:56:27,676 - Train: 51.51% [193300/375300] [154.5/300.0] [batch_t 0.284 (0.234)] [data_t 0.009] [optim_t 0.275] [lr 0.001445] [CE 3.630 (3.603)] [KD 0.000 (0.000)] +2024-10-12 04:56:39,684 - Train: 51.52% [193350/375300] [154.6/300.0] [batch_t 0.281 (0.240)] [data_t 0.009] [optim_t 0.272] [lr 0.001444] [CE 3.472 (3.600)] [KD 0.000 (0.000)] +2024-10-12 04:56:51,550 - Train: 51.53% [193400/375300] [154.6/300.0] [batch_t 0.261 (0.237)] [data_t 0.009] [optim_t 0.253] [lr 0.001444] [CE 3.756 (3.600)] [KD 0.000 (0.000)] +2024-10-12 04:57:03,588 - Train: 51.55% [193450/375300] [154.6/300.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.001443] [CE 3.401 (3.596)] [KD 0.000 (0.000)] +2024-10-12 04:57:15,852 - Train: 51.56% [193500/375300] [154.7/300.0] [batch_t 0.252 (0.245)] [data_t 0.009] [optim_t 0.243] [lr 0.001442] [CE 3.533 (3.591)] [KD 0.000 (0.000)] +2024-10-12 04:57:27,680 - Train: 51.57% [193550/375300] [154.7/300.0] [batch_t 0.245 (0.236)] [data_t 0.009] [optim_t 0.236] [lr 0.001442] [CE 3.854 (3.658)] [KD 0.000 (0.000)] +2024-10-12 04:57:39,613 - Train: 51.59% [193600/375300] [154.8/300.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.001441] [CE 3.834 (3.601)] [KD 0.000 (0.000)] +2024-10-12 04:57:51,668 - Train: 51.60% [193650/375300] [154.8/300.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.001440] [CE 3.346 (3.609)] [KD 0.000 (0.000)] +2024-10-12 04:58:03,764 - Train: 51.61% [193700/375300] [154.8/300.0] [batch_t 0.260 (0.242)] [data_t 0.009] [optim_t 0.251] [lr 0.001440] [CE 3.567 (3.643)] [KD 0.000 (0.000)] +2024-10-12 04:58:15,857 - Train: 51.63% [193750/375300] [154.9/300.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.001439] [CE 3.553 (3.633)] [KD 0.000 (0.000)] +2024-10-12 04:58:27,727 - Train: 51.64% [193800/375300] [154.9/300.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.001439] [CE 3.773 (3.583)] [KD 0.000 (0.000)] +2024-10-12 04:58:39,809 - Train: 51.65% [193850/375300] [155.0/300.0] [batch_t 0.259 (0.242)] [data_t 0.009] [optim_t 0.251] [lr 0.001438] [CE 3.659 (3.544)] [KD 0.000 (0.000)] +2024-10-12 04:58:51,312 - Train: 51.67% [193900/375300] [155.0/300.0] [batch_t 0.182 (0.230)] [data_t 0.009] [optim_t 0.174] [lr 0.001437] [CE 3.835 (3.614)] [KD 0.000 (0.000)] +2024-10-12 04:59:04,170 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 36714] [top5_cnt 46009] [top_all 50000] +2024-10-12 04:59:04,171 - net: 73.428 (92.018) +2024-10-12 04:59:16,132 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.232)] [top1_cnt 39026] [top5_cnt 47111] [top_all 50000] +2024-10-12 04:59:16,132 - net_E: 78.052 (94.222) +2024-10-12 04:59:16,265 - Max [top1: 73.428 (epoch: 155)] [top1-ema: 78.052 (epoch: 155)] +2024-10-12 04:59:16,265 - ==> Total time: 13:05:58 Eta: 12:15:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 04:59:32,879 - Train: 51.68% [193950/375300] [155.0/300.0] [batch_t 0.838 (0.248)] [data_t 0.662] [optim_t 0.176] [lr 0.001437] [CE 3.415 (3.568)] [KD 0.000 (0.000)] +2024-10-12 04:59:45,070 - Train: 51.69% [194000/375300] [155.1/300.0] [batch_t 0.182 (0.244)] [data_t 0.009] [optim_t 0.173] [lr 0.001436] [CE 3.444 (3.534)] [KD 0.000 (0.000)] +2024-10-12 04:59:57,281 - Train: 51.71% [194050/375300] [155.1/300.0] [batch_t 0.183 (0.244)] [data_t 0.009] [optim_t 0.174] [lr 0.001435] [CE 3.914 (3.603)] [KD 0.000 (0.000)] +2024-10-12 05:00:09,451 - Train: 51.72% [194100/375300] [155.2/300.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.001435] [CE 3.599 (3.559)] [KD 0.000 (0.000)] +2024-10-12 05:00:21,970 - Train: 51.73% [194150/375300] [155.2/300.0] [batch_t 0.185 (0.250)] [data_t 0.009] [optim_t 0.176] [lr 0.001434] [CE 3.450 (3.561)] [KD 0.000 (0.000)] +2024-10-12 05:00:34,061 - Train: 51.75% [194200/375300] [155.2/300.0] [batch_t 0.218 (0.242)] [data_t 0.009] [optim_t 0.209] [lr 0.001434] [CE 3.551 (3.580)] [KD 0.000 (0.000)] +2024-10-12 05:00:46,095 - Train: 51.76% [194250/375300] [155.3/300.0] [batch_t 0.186 (0.241)] [data_t 0.009] [optim_t 0.177] [lr 0.001433] [CE 3.772 (3.595)] [KD 0.000 (0.000)] +2024-10-12 05:00:58,559 - Train: 51.77% [194300/375300] [155.3/300.0] [batch_t 0.270 (0.249)] [data_t 0.009] [optim_t 0.261] [lr 0.001432] [CE 3.567 (3.605)] [KD 0.000 (0.000)] +2024-10-12 05:01:10,386 - Train: 51.79% [194350/375300] [155.4/300.0] [batch_t 0.183 (0.236)] [data_t 0.010] [optim_t 0.173] [lr 0.001432] [CE 3.903 (3.609)] [KD 0.000 (0.000)] +2024-10-12 05:01:22,486 - Train: 51.80% [194400/375300] [155.4/300.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001431] [CE 3.499 (3.614)] [KD 0.000 (0.000)] +2024-10-12 05:01:34,576 - Train: 51.81% [194450/375300] [155.4/300.0] [batch_t 0.255 (0.242)] [data_t 0.009] [optim_t 0.246] [lr 0.001431] [CE 3.487 (3.611)] [KD 0.000 (0.000)] +2024-10-12 05:01:46,342 - Train: 51.83% [194500/375300] [155.5/300.0] [batch_t 0.210 (0.235)] [data_t 0.009] [optim_t 0.202] [lr 0.001430] [CE 3.572 (3.635)] [KD 0.000 (0.000)] +2024-10-12 05:01:58,535 - Train: 51.84% [194550/375300] [155.5/300.0] [batch_t 0.184 (0.244)] [data_t 0.009] [optim_t 0.175] [lr 0.001429] [CE 3.968 (3.605)] [KD 0.000 (0.000)] +2024-10-12 05:02:10,750 - Train: 51.85% [194600/375300] [155.6/300.0] [batch_t 0.246 (0.244)] [data_t 0.009] [optim_t 0.237] [lr 0.001429] [CE 3.325 (3.601)] [KD 0.000 (0.000)] +2024-10-12 05:02:22,593 - Train: 51.87% [194650/375300] [155.6/300.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.001428] [CE 3.672 (3.633)] [KD 0.000 (0.000)] +2024-10-12 05:02:34,509 - Train: 51.88% [194700/375300] [155.6/300.0] [batch_t 0.188 (0.238)] [data_t 0.009] [optim_t 0.179] [lr 0.001427] [CE 3.399 (3.639)] [KD 0.000 (0.000)] +2024-10-12 05:02:46,412 - Train: 51.89% [194750/375300] [155.7/300.0] [batch_t 0.285 (0.238)] [data_t 0.009] [optim_t 0.276] [lr 0.001427] [CE 3.275 (3.600)] [KD 0.000 (0.000)] +2024-10-12 05:02:58,437 - Train: 51.91% [194800/375300] [155.7/300.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001426] [CE 3.327 (3.601)] [KD 0.000 (0.000)] +2024-10-12 05:03:10,372 - Train: 51.92% [194850/375300] [155.8/300.0] [batch_t 0.265 (0.239)] [data_t 0.009] [optim_t 0.256] [lr 0.001426] [CE 3.799 (3.564)] [KD 0.000 (0.000)] +2024-10-12 05:03:22,284 - Train: 51.93% [194900/375300] [155.8/300.0] [batch_t 0.204 (0.238)] [data_t 0.009] [optim_t 0.195] [lr 0.001425] [CE 3.707 (3.641)] [KD 0.000 (0.000)] +2024-10-12 05:03:34,069 - Train: 51.95% [194950/375300] [155.8/300.0] [batch_t 0.280 (0.236)] [data_t 0.009] [optim_t 0.271] [lr 0.001424] [CE 3.460 (3.633)] [KD 0.000 (0.000)] +2024-10-12 05:03:46,125 - Train: 51.96% [195000/375300] [155.9/300.0] [batch_t 0.223 (0.241)] [data_t 0.009] [optim_t 0.214] [lr 0.001424] [CE 3.575 (3.559)] [KD 0.000 (0.000)] +2024-10-12 05:03:58,078 - Train: 51.97% [195050/375300] [155.9/300.0] [batch_t 0.259 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.001423] [CE 3.464 (3.599)] [KD 0.000 (0.000)] +2024-10-12 05:04:10,131 - Train: 51.99% [195100/375300] [156.0/300.0] [batch_t 0.213 (0.241)] [data_t 0.009] [optim_t 0.204] [lr 0.001422] [CE 3.449 (3.561)] [KD 0.000 (0.000)] +2024-10-12 05:04:22,054 - Train: 52.00% [195150/375300] [156.0/300.0] [batch_t 0.310 (0.238)] [data_t 0.009] [optim_t 0.301] [lr 0.001422] [CE 3.603 (3.635)] [KD 0.000 (0.000)] +2024-10-12 05:04:23,134 - ==> Total time: 13:11:05 Eta: 12:10:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:04:36,705 - Train: 52.01% [195200/375300] [156.0/300.0] [batch_t 0.314 (0.272)] [data_t 0.009] [optim_t 0.305] [lr 0.001421] [CE 3.809 (3.561)] [KD 0.000 (0.000)] +2024-10-12 05:04:48,425 - Train: 52.03% [195250/375300] [156.1/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.239] [lr 0.001421] [CE 3.331 (3.580)] [KD 0.000 (0.000)] +2024-10-12 05:05:00,455 - Train: 52.04% [195300/375300] [156.1/300.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.001420] [CE 3.882 (3.634)] [KD 0.000 (0.000)] +2024-10-12 05:05:12,702 - Train: 52.05% [195350/375300] [156.2/300.0] [batch_t 0.333 (0.245)] [data_t 0.009] [optim_t 0.324] [lr 0.001419] [CE 3.333 (3.622)] [KD 0.000 (0.000)] +2024-10-12 05:05:24,479 - Train: 52.07% [195400/375300] [156.2/300.0] [batch_t 0.220 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.001419] [CE 3.776 (3.597)] [KD 0.000 (0.000)] +2024-10-12 05:05:36,459 - Train: 52.08% [195450/375300] [156.2/300.0] [batch_t 0.268 (0.239)] [data_t 0.009] [optim_t 0.259] [lr 0.001418] [CE 3.668 (3.570)] [KD 0.000 (0.000)] +2024-10-12 05:05:48,526 - Train: 52.09% [195500/375300] [156.3/300.0] [batch_t 0.278 (0.241)] [data_t 0.009] [optim_t 0.269] [lr 0.001418] [CE 3.678 (3.605)] [KD 0.000 (0.000)] +2024-10-12 05:06:00,491 - Train: 52.10% [195550/375300] [156.3/300.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.001417] [CE 3.750 (3.593)] [KD 0.000 (0.000)] +2024-10-12 05:06:12,314 - Train: 52.12% [195600/375300] [156.4/300.0] [batch_t 0.256 (0.236)] [data_t 0.009] [optim_t 0.247] [lr 0.001416] [CE 3.180 (3.586)] [KD 0.000 (0.000)] +2024-10-12 05:06:24,346 - Train: 52.13% [195650/375300] [156.4/300.0] [batch_t 0.319 (0.241)] [data_t 0.009] [optim_t 0.310] [lr 0.001416] [CE 3.710 (3.653)] [KD 0.000 (0.000)] +2024-10-12 05:06:36,222 - Train: 52.14% [195700/375300] [156.4/300.0] [batch_t 0.314 (0.237)] [data_t 0.009] [optim_t 0.305] [lr 0.001415] [CE 3.772 (3.606)] [KD 0.000 (0.000)] +2024-10-12 05:06:48,126 - Train: 52.16% [195750/375300] [156.5/300.0] [batch_t 0.250 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.001414] [CE 3.760 (3.624)] [KD 0.000 (0.000)] +2024-10-12 05:07:00,277 - Train: 52.17% [195800/375300] [156.5/300.0] [batch_t 0.329 (0.243)] [data_t 0.009] [optim_t 0.320] [lr 0.001414] [CE 3.612 (3.601)] [KD 0.000 (0.000)] +2024-10-12 05:07:12,244 - Train: 52.18% [195850/375300] [156.6/300.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.001413] [CE 3.592 (3.568)] [KD 0.000 (0.000)] +2024-10-12 05:07:24,016 - Train: 52.20% [195900/375300] [156.6/300.0] [batch_t 0.213 (0.235)] [data_t 0.009] [optim_t 0.204] [lr 0.001413] [CE 3.530 (3.650)] [KD 0.000 (0.000)] +2024-10-12 05:07:35,942 - Train: 52.21% [195950/375300] [156.6/300.0] [batch_t 0.362 (0.238)] [data_t 0.009] [optim_t 0.353] [lr 0.001412] [CE 3.859 (3.636)] [KD 0.000 (0.000)] +2024-10-12 05:07:47,774 - Train: 52.22% [196000/375300] [156.7/300.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.001411] [CE 3.372 (3.593)] [KD 0.000 (0.000)] +2024-10-12 05:07:59,718 - Train: 52.24% [196050/375300] [156.7/300.0] [batch_t 0.183 (0.239)] [data_t 0.009] [optim_t 0.174] [lr 0.001411] [CE 3.619 (3.595)] [KD 0.000 (0.000)] +2024-10-12 05:08:11,498 - Train: 52.25% [196100/375300] [156.8/300.0] [batch_t 0.262 (0.235)] [data_t 0.009] [optim_t 0.253] [lr 0.001410] [CE 3.496 (3.553)] [KD 0.000 (0.000)] +2024-10-12 05:08:23,243 - Train: 52.26% [196150/375300] [156.8/300.0] [batch_t 0.191 (0.235)] [data_t 0.009] [optim_t 0.182] [lr 0.001409] [CE 3.604 (3.602)] [KD 0.000 (0.000)] +2024-10-12 05:08:35,206 - Train: 52.28% [196200/375300] [156.8/300.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.001409] [CE 3.611 (3.577)] [KD 0.000 (0.000)] +2024-10-12 05:08:46,722 - Train: 52.29% [196250/375300] [156.9/300.0] [batch_t 0.317 (0.230)] [data_t 0.009] [optim_t 0.308] [lr 0.001408] [CE 3.233 (3.618)] [KD 0.000 (0.000)] +2024-10-12 05:08:58,601 - Train: 52.30% [196300/375300] [156.9/300.0] [batch_t 0.240 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.001408] [CE 3.866 (3.597)] [KD 0.000 (0.000)] +2024-10-12 05:09:10,674 - Train: 52.32% [196350/375300] [157.0/300.0] [batch_t 0.213 (0.241)] [data_t 0.009] [optim_t 0.204] [lr 0.001407] [CE 3.535 (3.577)] [KD 0.000 (0.000)] +2024-10-12 05:09:22,700 - Train: 52.33% [196400/375300] [157.0/300.0] [batch_t 0.179 (0.240)] [data_t 0.009] [optim_t 0.170] [lr 0.001406] [CE 3.822 (3.586)] [KD 0.000 (0.000)] +2024-10-12 05:09:24,115 - ==> Total time: 13:16:06 Eta: 12:05:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:09:36,639 - Train: 52.34% [196450/375300] [157.0/300.0] [batch_t 0.190 (0.264)] [data_t 0.009] [optim_t 0.181] [lr 0.001406] [CE 3.638 (3.563)] [KD 0.000 (0.000)] +2024-10-12 05:09:47,940 - Train: 52.36% [196500/375300] [157.1/300.0] [batch_t 0.239 (0.226)] [data_t 0.009] [optim_t 0.230] [lr 0.001405] [CE 3.507 (3.599)] [KD 0.000 (0.000)] +2024-10-12 05:09:59,386 - Train: 52.37% [196550/375300] [157.1/300.0] [batch_t 0.233 (0.229)] [data_t 0.009] [optim_t 0.224] [lr 0.001404] [CE 3.778 (3.570)] [KD 0.000 (0.000)] +2024-10-12 05:10:10,984 - Train: 52.38% [196600/375300] [157.2/300.0] [batch_t 0.183 (0.232)] [data_t 0.009] [optim_t 0.174] [lr 0.001404] [CE 3.688 (3.580)] [KD 0.000 (0.000)] +2024-10-12 05:10:22,076 - Train: 52.40% [196650/375300] [157.2/300.0] [batch_t 0.234 (0.222)] [data_t 0.009] [optim_t 0.225] [lr 0.001403] [CE 3.454 (3.604)] [KD 0.000 (0.000)] +2024-10-12 05:10:33,402 - Train: 52.41% [196700/375300] [157.2/300.0] [batch_t 0.224 (0.226)] [data_t 0.009] [optim_t 0.215] [lr 0.001403] [CE 3.158 (3.595)] [KD 0.000 (0.000)] +2024-10-12 05:10:44,779 - Train: 52.42% [196750/375300] [157.3/300.0] [batch_t 0.253 (0.227)] [data_t 0.009] [optim_t 0.244] [lr 0.001402] [CE 3.609 (3.573)] [KD 0.000 (0.000)] +2024-10-12 05:10:56,296 - Train: 52.44% [196800/375300] [157.3/300.0] [batch_t 0.224 (0.230)] [data_t 0.009] [optim_t 0.215] [lr 0.001401] [CE 3.702 (3.608)] [KD 0.000 (0.000)] +2024-10-12 05:11:07,872 - Train: 52.45% [196850/375300] [157.4/300.0] [batch_t 0.228 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.001401] [CE 3.445 (3.609)] [KD 0.000 (0.000)] +2024-10-12 05:11:19,187 - Train: 52.46% [196900/375300] [157.4/300.0] [batch_t 0.221 (0.226)] [data_t 0.009] [optim_t 0.212] [lr 0.001400] [CE 3.298 (3.608)] [KD 0.000 (0.000)] +2024-10-12 05:11:30,615 - Train: 52.48% [196950/375300] [157.4/300.0] [batch_t 0.238 (0.228)] [data_t 0.009] [optim_t 0.229] [lr 0.001400] [CE 3.850 (3.609)] [KD 0.000 (0.000)] +2024-10-12 05:11:41,928 - Train: 52.49% [197000/375300] [157.5/300.0] [batch_t 0.184 (0.226)] [data_t 0.009] [optim_t 0.176] [lr 0.001399] [CE 3.807 (3.577)] [KD 0.000 (0.000)] +2024-10-12 05:11:53,285 - Train: 52.50% [197050/375300] [157.5/300.0] [batch_t 0.228 (0.227)] [data_t 0.009] [optim_t 0.219] [lr 0.001398] [CE 3.667 (3.581)] [KD 0.000 (0.000)] +2024-10-12 05:12:05,507 - Train: 52.52% [197100/375300] [157.6/300.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.239] [lr 0.001398] [CE 3.762 (3.603)] [KD 0.000 (0.000)] +2024-10-12 05:12:17,610 - Train: 52.53% [197150/375300] [157.6/300.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.001397] [CE 3.712 (3.590)] [KD 0.000 (0.000)] +2024-10-12 05:12:29,768 - Train: 52.54% [197200/375300] [157.6/300.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.001396] [CE 3.605 (3.615)] [KD 0.000 (0.000)] +2024-10-12 05:12:42,154 - Train: 52.56% [197250/375300] [157.7/300.0] [batch_t 0.257 (0.248)] [data_t 0.009] [optim_t 0.249] [lr 0.001396] [CE 3.610 (3.600)] [KD 0.000 (0.000)] +2024-10-12 05:12:54,286 - Train: 52.57% [197300/375300] [157.7/300.0] [batch_t 0.193 (0.243)] [data_t 0.009] [optim_t 0.184] [lr 0.001395] [CE 3.441 (3.597)] [KD 0.000 (0.000)] +2024-10-12 05:13:06,239 - Train: 52.58% [197350/375300] [157.8/300.0] [batch_t 0.261 (0.239)] [data_t 0.009] [optim_t 0.253] [lr 0.001395] [CE 3.646 (3.560)] [KD 0.000 (0.000)] +2024-10-12 05:13:18,271 - Train: 52.60% [197400/375300] [157.8/300.0] [batch_t 0.228 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.001394] [CE 3.331 (3.659)] [KD 0.000 (0.000)] +2024-10-12 05:13:30,344 - Train: 52.61% [197450/375300] [157.8/300.0] [batch_t 0.202 (0.241)] [data_t 0.009] [optim_t 0.193] [lr 0.001393] [CE 3.662 (3.636)] [KD 0.000 (0.000)] +2024-10-12 05:13:42,593 - Train: 52.62% [197500/375300] [157.9/300.0] [batch_t 0.229 (0.245)] [data_t 0.009] [optim_t 0.220] [lr 0.001393] [CE 3.556 (3.595)] [KD 0.000 (0.000)] +2024-10-12 05:13:54,680 - Train: 52.64% [197550/375300] [157.9/300.0] [batch_t 0.276 (0.242)] [data_t 0.009] [optim_t 0.267] [lr 0.001392] [CE 3.611 (3.621)] [KD 0.000 (0.000)] +2024-10-12 05:14:06,854 - Train: 52.65% [197600/375300] [158.0/300.0] [batch_t 0.266 (0.243)] [data_t 0.009] [optim_t 0.257] [lr 0.001391] [CE 3.736 (3.593)] [KD 0.000 (0.000)] +2024-10-12 05:14:18,674 - Train: 52.66% [197650/375300] [158.0/300.0] [batch_t 0.179 (0.236)] [data_t 0.009] [optim_t 0.171] [lr 0.001391] [CE 3.376 (3.528)] [KD 0.000 (0.000)] +2024-10-12 05:14:20,124 - ==> Total time: 13:21:02 Eta: 11:59:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:14:33,017 - Train: 52.68% [197700/375300] [158.0/300.0] [batch_t 0.298 (0.274)] [data_t 0.009] [optim_t 0.289] [lr 0.001390] [CE 4.144 (3.641)] [KD 0.000 (0.000)] +2024-10-12 05:14:45,324 - Train: 52.69% [197750/375300] [158.1/300.0] [batch_t 0.187 (0.246)] [data_t 0.009] [optim_t 0.178] [lr 0.001390] [CE 3.505 (3.578)] [KD 0.000 (0.000)] +2024-10-12 05:14:56,823 - Train: 52.70% [197800/375300] [158.1/300.0] [batch_t 0.182 (0.230)] [data_t 0.009] [optim_t 0.173] [lr 0.001389] [CE 3.652 (3.593)] [KD 0.000 (0.000)] +2024-10-12 05:15:08,163 - Train: 52.72% [197850/375300] [158.2/300.0] [batch_t 0.251 (0.227)] [data_t 0.009] [optim_t 0.242] [lr 0.001388] [CE 3.707 (3.611)] [KD 0.000 (0.000)] +2024-10-12 05:15:19,696 - Train: 52.73% [197900/375300] [158.2/300.0] [batch_t 0.221 (0.231)] [data_t 0.009] [optim_t 0.212] [lr 0.001388] [CE 3.674 (3.565)] [KD 0.000 (0.000)] +2024-10-12 05:15:30,916 - Train: 52.74% [197950/375300] [158.2/300.0] [batch_t 0.218 (0.224)] [data_t 0.009] [optim_t 0.209] [lr 0.001387] [CE 3.591 (3.577)] [KD 0.000 (0.000)] +2024-10-12 05:15:42,446 - Train: 52.76% [198000/375300] [158.3/300.0] [batch_t 0.233 (0.230)] [data_t 0.009] [optim_t 0.224] [lr 0.001387] [CE 3.591 (3.538)] [KD 0.000 (0.000)] +2024-10-12 05:15:53,685 - Train: 52.77% [198050/375300] [158.3/300.0] [batch_t 0.224 (0.225)] [data_t 0.009] [optim_t 0.215] [lr 0.001386] [CE 3.533 (3.643)] [KD 0.000 (0.000)] +2024-10-12 05:16:04,906 - Train: 52.78% [198100/375300] [158.4/300.0] [batch_t 0.210 (0.224)] [data_t 0.009] [optim_t 0.201] [lr 0.001385] [CE 3.437 (3.533)] [KD 0.000 (0.000)] +2024-10-12 05:16:16,263 - Train: 52.80% [198150/375300] [158.4/300.0] [batch_t 0.225 (0.227)] [data_t 0.009] [optim_t 0.216] [lr 0.001385] [CE 3.256 (3.642)] [KD 0.000 (0.000)] +2024-10-12 05:16:27,923 - Train: 52.81% [198200/375300] [158.4/300.0] [batch_t 0.225 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.001384] [CE 3.360 (3.546)] [KD 0.000 (0.000)] +2024-10-12 05:16:39,524 - Train: 52.82% [198250/375300] [158.5/300.0] [batch_t 0.205 (0.232)] [data_t 0.009] [optim_t 0.196] [lr 0.001383] [CE 3.373 (3.609)] [KD 0.000 (0.000)] +2024-10-12 05:16:51,073 - Train: 52.84% [198300/375300] [158.5/300.0] [batch_t 0.219 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.001383] [CE 3.738 (3.589)] [KD 0.000 (0.000)] +2024-10-12 05:17:02,546 - Train: 52.85% [198350/375300] [158.6/300.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.220] [lr 0.001382] [CE 3.764 (3.595)] [KD 0.000 (0.000)] +2024-10-12 05:17:14,031 - Train: 52.86% [198400/375300] [158.6/300.0] [batch_t 0.222 (0.230)] [data_t 0.009] [optim_t 0.213] [lr 0.001382] [CE 3.609 (3.581)] [KD 0.000 (0.000)] +2024-10-12 05:17:25,619 - Train: 52.88% [198450/375300] [158.6/300.0] [batch_t 0.214 (0.232)] [data_t 0.009] [optim_t 0.205] [lr 0.001381] [CE 3.541 (3.587)] [KD 0.000 (0.000)] +2024-10-12 05:17:37,346 - Train: 52.89% [198500/375300] [158.7/300.0] [batch_t 0.227 (0.234)] [data_t 0.009] [optim_t 0.218] [lr 0.001380] [CE 3.928 (3.569)] [KD 0.000 (0.000)] +2024-10-12 05:17:49,267 - Train: 52.90% [198550/375300] [158.7/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.001380] [CE 3.781 (3.620)] [KD 0.000 (0.000)] +2024-10-12 05:18:00,666 - Train: 52.92% [198600/375300] [158.8/300.0] [batch_t 0.183 (0.228)] [data_t 0.009] [optim_t 0.174] [lr 0.001379] [CE 3.463 (3.594)] [KD 0.000 (0.000)] +2024-10-12 05:18:12,154 - Train: 52.93% [198650/375300] [158.8/300.0] [batch_t 0.204 (0.230)] [data_t 0.009] [optim_t 0.196] [lr 0.001378] [CE 3.465 (3.641)] [KD 0.000 (0.000)] +2024-10-12 05:18:23,760 - Train: 52.94% [198700/375300] [158.8/300.0] [batch_t 0.211 (0.232)] [data_t 0.009] [optim_t 0.202] [lr 0.001378] [CE 3.377 (3.587)] [KD 0.000 (0.000)] +2024-10-12 05:18:35,311 - Train: 52.96% [198750/375300] [158.9/300.0] [batch_t 0.200 (0.231)] [data_t 0.009] [optim_t 0.191] [lr 0.001377] [CE 3.295 (3.616)] [KD 0.000 (0.000)] +2024-10-12 05:18:47,018 - Train: 52.97% [198800/375300] [158.9/300.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.001377] [CE 3.983 (3.631)] [KD 0.000 (0.000)] +2024-10-12 05:18:58,297 - Train: 52.98% [198850/375300] [159.0/300.0] [batch_t 0.187 (0.225)] [data_t 0.009] [optim_t 0.178] [lr 0.001376] [CE 3.146 (3.599)] [KD 0.000 (0.000)] +2024-10-12 05:19:09,923 - Train: 53.00% [198900/375300] [159.0/300.0] [batch_t 0.180 (0.232)] [data_t 0.009] [optim_t 0.172] [lr 0.001375] [CE 3.806 (3.570)] [KD 0.000 (0.000)] +2024-10-12 05:19:11,555 - ==> Total time: 13:25:54 Eta: 11:54:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:19:23,802 - Train: 53.01% [198950/375300] [159.0/300.0] [batch_t 0.233 (0.270)] [data_t 0.060] [optim_t 0.173] [lr 0.001375] [CE 3.467 (3.532)] [KD 0.000 (0.000)] +2024-10-12 05:19:35,587 - Train: 53.02% [199000/375300] [159.1/300.0] [batch_t 0.212 (0.236)] [data_t 0.009] [optim_t 0.203] [lr 0.001374] [CE 3.486 (3.589)] [KD 0.000 (0.000)] +2024-10-12 05:19:47,285 - Train: 53.04% [199050/375300] [159.1/300.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.001374] [CE 3.478 (3.577)] [KD 0.000 (0.000)] +2024-10-12 05:19:59,192 - Train: 53.05% [199100/375300] [159.2/300.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.237] [lr 0.001373] [CE 3.488 (3.563)] [KD 0.000 (0.000)] +2024-10-12 05:20:11,001 - Train: 53.06% [199150/375300] [159.2/300.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.001372] [CE 3.673 (3.603)] [KD 0.000 (0.000)] +2024-10-12 05:20:22,749 - Train: 53.08% [199200/375300] [159.2/300.0] [batch_t 0.185 (0.235)] [data_t 0.009] [optim_t 0.176] [lr 0.001372] [CE 3.898 (3.597)] [KD 0.000 (0.000)] +2024-10-12 05:20:34,517 - Train: 53.09% [199250/375300] [159.3/300.0] [batch_t 0.191 (0.235)] [data_t 0.009] [optim_t 0.182] [lr 0.001371] [CE 3.366 (3.594)] [KD 0.000 (0.000)] +2024-10-12 05:20:46,261 - Train: 53.10% [199300/375300] [159.3/300.0] [batch_t 0.260 (0.235)] [data_t 0.009] [optim_t 0.252] [lr 0.001370] [CE 3.753 (3.548)] [KD 0.000 (0.000)] +2024-10-12 05:20:57,878 - Train: 53.12% [199350/375300] [159.4/300.0] [batch_t 0.240 (0.232)] [data_t 0.009] [optim_t 0.231] [lr 0.001370] [CE 3.034 (3.611)] [KD 0.000 (0.000)] +2024-10-12 05:21:09,741 - Train: 53.13% [199400/375300] [159.4/300.0] [batch_t 0.221 (0.237)] [data_t 0.009] [optim_t 0.212] [lr 0.001369] [CE 3.604 (3.592)] [KD 0.000 (0.000)] +2024-10-12 05:21:21,801 - Train: 53.14% [199450/375300] [159.4/300.0] [batch_t 0.309 (0.241)] [data_t 0.009] [optim_t 0.300] [lr 0.001369] [CE 3.686 (3.608)] [KD 0.000 (0.000)] +2024-10-12 05:21:33,557 - Train: 53.16% [199500/375300] [159.5/300.0] [batch_t 0.287 (0.235)] [data_t 0.009] [optim_t 0.279] [lr 0.001368] [CE 3.513 (3.590)] [KD 0.000 (0.000)] +2024-10-12 05:21:45,376 - Train: 53.17% [199550/375300] [159.5/300.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.001367] [CE 3.628 (3.541)] [KD 0.000 (0.000)] +2024-10-12 05:21:57,172 - Train: 53.18% [199600/375300] [159.6/300.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.001367] [CE 3.699 (3.600)] [KD 0.000 (0.000)] +2024-10-12 05:22:08,880 - Train: 53.20% [199650/375300] [159.6/300.0] [batch_t 0.186 (0.234)] [data_t 0.009] [optim_t 0.177] [lr 0.001366] [CE 3.141 (3.528)] [KD 0.000 (0.000)] +2024-10-12 05:22:20,554 - Train: 53.21% [199700/375300] [159.6/300.0] [batch_t 0.291 (0.233)] [data_t 0.009] [optim_t 0.282] [lr 0.001365] [CE 3.327 (3.553)] [KD 0.000 (0.000)] +2024-10-12 05:22:32,483 - Train: 53.22% [199750/375300] [159.7/300.0] [batch_t 0.259 (0.238)] [data_t 0.009] [optim_t 0.250] [lr 0.001365] [CE 3.740 (3.594)] [KD 0.000 (0.000)] +2024-10-12 05:22:44,340 - Train: 53.24% [199800/375300] [159.7/300.0] [batch_t 0.186 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.001364] [CE 3.763 (3.587)] [KD 0.000 (0.000)] +2024-10-12 05:22:56,020 - Train: 53.25% [199850/375300] [159.8/300.0] [batch_t 0.184 (0.234)] [data_t 0.009] [optim_t 0.175] [lr 0.001364] [CE 3.716 (3.588)] [KD 0.000 (0.000)] +2024-10-12 05:23:07,668 - Train: 53.26% [199900/375300] [159.8/300.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.001363] [CE 3.538 (3.599)] [KD 0.000 (0.000)] +2024-10-12 05:23:19,584 - Train: 53.28% [199950/375300] [159.8/300.0] [batch_t 0.285 (0.238)] [data_t 0.009] [optim_t 0.276] [lr 0.001362] [CE 3.443 (3.582)] [KD 0.000 (0.000)] +2024-10-12 05:23:31,449 - Train: 53.29% [200000/375300] [159.9/300.0] [batch_t 0.255 (0.237)] [data_t 0.009] [optim_t 0.246] [lr 0.001362] [CE 3.595 (3.606)] [KD 0.000 (0.000)] +2024-10-12 05:23:43,305 - Train: 53.30% [200050/375300] [159.9/300.0] [batch_t 0.185 (0.237)] [data_t 0.009] [optim_t 0.176] [lr 0.001361] [CE 3.569 (3.568)] [KD 0.000 (0.000)] +2024-10-12 05:23:55,222 - Train: 53.32% [200100/375300] [160.0/300.0] [batch_t 0.339 (0.238)] [data_t 0.009] [optim_t 0.330] [lr 0.001361] [CE 3.255 (3.541)] [KD 0.000 (0.000)] +2024-10-12 05:24:06,917 - Train: 53.33% [200150/375300] [160.0/300.0] [batch_t 0.180 (0.234)] [data_t 0.009] [optim_t 0.171] [lr 0.001360] [CE 3.280 (3.579)] [KD 0.000 (0.000)] +2024-10-12 05:24:20,892 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 36603] [top5_cnt 45893] [top_all 50000] +2024-10-12 05:24:20,893 - net: 73.206 (91.786) +2024-10-12 05:24:32,751 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.230)] [top1_cnt 39174] [top5_cnt 47180] [top_all 50000] +2024-10-12 05:24:32,752 - net_E: 78.348 (94.360) +2024-10-12 05:24:32,888 - Max [top1: 73.428 (epoch: 155)] [top1-ema: 78.348 (epoch: 160)] +2024-10-12 05:24:32,888 - ==> Total time: 13:31:15 Eta: 11:49:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:24:46,152 - Train: 53.34% [200200/375300] [160.0/300.0] [batch_t 0.189 (0.231)] [data_t 0.009] [optim_t 0.180] [lr 0.001359] [CE 3.919 (3.581)] [KD 0.000 (0.000)] +2024-10-12 05:24:57,574 - Train: 53.36% [200250/375300] [160.1/300.0] [batch_t 0.233 (0.228)] [data_t 0.009] [optim_t 0.225] [lr 0.001359] [CE 3.256 (3.568)] [KD 0.000 (0.000)] +2024-10-12 05:25:09,007 - Train: 53.37% [200300/375300] [160.1/300.0] [batch_t 0.241 (0.229)] [data_t 0.009] [optim_t 0.232] [lr 0.001358] [CE 3.573 (3.585)] [KD 0.000 (0.000)] +2024-10-12 05:25:20,423 - Train: 53.38% [200350/375300] [160.2/300.0] [batch_t 0.185 (0.228)] [data_t 0.009] [optim_t 0.176] [lr 0.001357] [CE 3.699 (3.555)] [KD 0.000 (0.000)] +2024-10-12 05:25:31,987 - Train: 53.40% [200400/375300] [160.2/300.0] [batch_t 0.237 (0.231)] [data_t 0.009] [optim_t 0.228] [lr 0.001357] [CE 3.558 (3.586)] [KD 0.000 (0.000)] +2024-10-12 05:25:43,563 - Train: 53.41% [200450/375300] [160.2/300.0] [batch_t 0.237 (0.231)] [data_t 0.009] [optim_t 0.228] [lr 0.001356] [CE 3.429 (3.587)] [KD 0.000 (0.000)] +2024-10-12 05:25:55,272 - Train: 53.42% [200500/375300] [160.3/300.0] [batch_t 0.327 (0.234)] [data_t 0.009] [optim_t 0.318] [lr 0.001356] [CE 3.772 (3.615)] [KD 0.000 (0.000)] +2024-10-12 05:26:06,970 - Train: 53.44% [200550/375300] [160.3/300.0] [batch_t 0.187 (0.234)] [data_t 0.010] [optim_t 0.177] [lr 0.001355] [CE 3.195 (3.570)] [KD 0.000 (0.000)] +2024-10-12 05:26:19,185 - Train: 53.45% [200600/375300] [160.4/300.0] [batch_t 0.184 (0.244)] [data_t 0.009] [optim_t 0.175] [lr 0.001354] [CE 3.632 (3.582)] [KD 0.000 (0.000)] +2024-10-12 05:26:30,708 - Train: 53.46% [200650/375300] [160.4/300.0] [batch_t 0.183 (0.230)] [data_t 0.009] [optim_t 0.174] [lr 0.001354] [CE 3.765 (3.627)] [KD 0.000 (0.000)] +2024-10-12 05:26:42,125 - Train: 53.48% [200700/375300] [160.4/300.0] [batch_t 0.185 (0.228)] [data_t 0.009] [optim_t 0.176] [lr 0.001353] [CE 3.561 (3.593)] [KD 0.000 (0.000)] +2024-10-12 05:26:53,690 - Train: 53.49% [200750/375300] [160.5/300.0] [batch_t 0.285 (0.231)] [data_t 0.009] [optim_t 0.276] [lr 0.001352] [CE 3.715 (3.580)] [KD 0.000 (0.000)] +2024-10-12 05:27:05,327 - Train: 53.50% [200800/375300] [160.5/300.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.001352] [CE 3.352 (3.549)] [KD 0.000 (0.000)] +2024-10-12 05:27:16,861 - Train: 53.52% [200850/375300] [160.6/300.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.001351] [CE 3.612 (3.602)] [KD 0.000 (0.000)] +2024-10-12 05:27:28,635 - Train: 53.53% [200900/375300] [160.6/300.0] [batch_t 0.258 (0.235)] [data_t 0.009] [optim_t 0.249] [lr 0.001351] [CE 3.483 (3.613)] [KD 0.000 (0.000)] +2024-10-12 05:27:40,808 - Train: 53.54% [200950/375300] [160.6/300.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.001350] [CE 3.447 (3.562)] [KD 0.000 (0.000)] +2024-10-12 05:27:52,845 - Train: 53.56% [201000/375300] [160.7/300.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.001349] [CE 3.826 (3.623)] [KD 0.000 (0.000)] +2024-10-12 05:28:04,478 - Train: 53.57% [201050/375300] [160.7/300.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.216] [lr 0.001349] [CE 2.994 (3.559)] [KD 0.000 (0.000)] +2024-10-12 05:28:16,404 - Train: 53.58% [201100/375300] [160.8/300.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.001348] [CE 3.759 (3.541)] [KD 0.000 (0.000)] +2024-10-12 05:28:28,654 - Train: 53.60% [201150/375300] [160.8/300.0] [batch_t 0.518 (0.245)] [data_t 0.009] [optim_t 0.509] [lr 0.001348] [CE 3.266 (3.563)] [KD 0.000 (0.000)] +2024-10-12 05:28:40,390 - Train: 53.61% [201200/375300] [160.8/300.0] [batch_t 0.293 (0.235)] [data_t 0.119] [optim_t 0.175] [lr 0.001347] [CE 3.840 (3.601)] [KD 0.000 (0.000)] +2024-10-12 05:28:52,727 - Train: 53.62% [201250/375300] [160.9/300.0] [batch_t 0.251 (0.247)] [data_t 0.075] [optim_t 0.176] [lr 0.001346] [CE 3.852 (3.598)] [KD 0.000 (0.000)] +2024-10-12 05:29:04,722 - Train: 53.64% [201300/375300] [160.9/300.0] [batch_t 0.296 (0.240)] [data_t 0.121] [optim_t 0.174] [lr 0.001346] [CE 3.504 (3.587)] [KD 0.000 (0.000)] +2024-10-12 05:29:17,147 - Train: 53.65% [201350/375300] [161.0/300.0] [batch_t 0.271 (0.248)] [data_t 0.097] [optim_t 0.174] [lr 0.001345] [CE 3.470 (3.576)] [KD 0.000 (0.000)] +2024-10-12 05:29:29,453 - Train: 53.66% [201400/375300] [161.0/300.0] [batch_t 0.198 (0.246)] [data_t 0.027] [optim_t 0.172] [lr 0.001344] [CE 3.554 (3.607)] [KD 0.000 (0.000)] +2024-10-12 05:29:31,451 - ==> Total time: 13:36:14 Eta: 11:44:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:29:43,319 - Train: 53.68% [201450/375300] [161.0/300.0] [batch_t 0.182 (0.275)] [data_t 0.009] [optim_t 0.173] [lr 0.001344] [CE 3.545 (3.569)] [KD 0.000 (0.000)] +2024-10-12 05:29:54,549 - Train: 53.69% [201500/375300] [161.1/300.0] [batch_t 0.195 (0.224)] [data_t 0.009] [optim_t 0.186] [lr 0.001343] [CE 3.812 (3.587)] [KD 0.000 (0.000)] +2024-10-12 05:30:06,275 - Train: 53.70% [201550/375300] [161.1/300.0] [batch_t 0.185 (0.234)] [data_t 0.009] [optim_t 0.176] [lr 0.001343] [CE 3.649 (3.570)] [KD 0.000 (0.000)] +2024-10-12 05:30:17,822 - Train: 53.72% [201600/375300] [161.2/300.0] [batch_t 0.241 (0.231)] [data_t 0.009] [optim_t 0.232] [lr 0.001342] [CE 3.437 (3.575)] [KD 0.000 (0.000)] +2024-10-12 05:30:29,566 - Train: 53.73% [201650/375300] [161.2/300.0] [batch_t 0.203 (0.235)] [data_t 0.009] [optim_t 0.194] [lr 0.001341] [CE 3.367 (3.594)] [KD 0.000 (0.000)] +2024-10-12 05:30:40,887 - Train: 53.74% [201700/375300] [161.2/300.0] [batch_t 0.187 (0.226)] [data_t 0.009] [optim_t 0.178] [lr 0.001341] [CE 3.855 (3.572)] [KD 0.000 (0.000)] +2024-10-12 05:30:52,406 - Train: 53.76% [201750/375300] [161.3/300.0] [batch_t 0.255 (0.230)] [data_t 0.009] [optim_t 0.246] [lr 0.001340] [CE 3.638 (3.559)] [KD 0.000 (0.000)] +2024-10-12 05:31:03,869 - Train: 53.77% [201800/375300] [161.3/300.0] [batch_t 0.244 (0.229)] [data_t 0.009] [optim_t 0.235] [lr 0.001340] [CE 3.275 (3.570)] [KD 0.000 (0.000)] +2024-10-12 05:31:15,561 - Train: 53.78% [201850/375300] [161.4/300.0] [batch_t 0.182 (0.234)] [data_t 0.009] [optim_t 0.173] [lr 0.001339] [CE 3.477 (3.637)] [KD 0.000 (0.000)] +2024-10-12 05:31:26,745 - Train: 53.80% [201900/375300] [161.4/300.0] [batch_t 0.217 (0.224)] [data_t 0.009] [optim_t 0.208] [lr 0.001338] [CE 3.524 (3.544)] [KD 0.000 (0.000)] +2024-10-12 05:31:38,405 - Train: 53.81% [201950/375300] [161.4/300.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.001338] [CE 3.466 (3.545)] [KD 0.000 (0.000)] +2024-10-12 05:31:49,798 - Train: 53.82% [202000/375300] [161.5/300.0] [batch_t 0.187 (0.228)] [data_t 0.009] [optim_t 0.178] [lr 0.001337] [CE 3.544 (3.579)] [KD 0.000 (0.000)] +2024-10-12 05:32:01,484 - Train: 53.84% [202050/375300] [161.5/300.0] [batch_t 0.247 (0.234)] [data_t 0.009] [optim_t 0.238] [lr 0.001336] [CE 3.637 (3.588)] [KD 0.000 (0.000)] +2024-10-12 05:32:13,028 - Train: 53.85% [202100/375300] [161.6/300.0] [batch_t 0.214 (0.231)] [data_t 0.009] [optim_t 0.205] [lr 0.001336] [CE 3.513 (3.568)] [KD 0.000 (0.000)] +2024-10-12 05:32:24,669 - Train: 53.86% [202150/375300] [161.6/300.0] [batch_t 0.226 (0.233)] [data_t 0.009] [optim_t 0.217] [lr 0.001335] [CE 3.480 (3.511)] [KD 0.000 (0.000)] +2024-10-12 05:32:36,169 - Train: 53.88% [202200/375300] [161.6/300.0] [batch_t 0.234 (0.230)] [data_t 0.009] [optim_t 0.225] [lr 0.001335] [CE 3.251 (3.561)] [KD 0.000 (0.000)] +2024-10-12 05:32:47,537 - Train: 53.89% [202250/375300] [161.7/300.0] [batch_t 0.218 (0.227)] [data_t 0.009] [optim_t 0.209] [lr 0.001334] [CE 3.963 (3.609)] [KD 0.000 (0.000)] +2024-10-12 05:32:59,109 - Train: 53.90% [202300/375300] [161.7/300.0] [batch_t 0.186 (0.231)] [data_t 0.009] [optim_t 0.177] [lr 0.001333] [CE 3.556 (3.600)] [KD 0.000 (0.000)] +2024-10-12 05:33:10,759 - Train: 53.92% [202350/375300] [161.8/300.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.001333] [CE 3.199 (3.562)] [KD 0.000 (0.000)] +2024-10-12 05:33:22,158 - Train: 53.93% [202400/375300] [161.8/300.0] [batch_t 0.215 (0.228)] [data_t 0.009] [optim_t 0.206] [lr 0.001332] [CE 3.797 (3.545)] [KD 0.000 (0.000)] +2024-10-12 05:33:33,763 - Train: 53.94% [202450/375300] [161.8/300.0] [batch_t 0.260 (0.232)] [data_t 0.009] [optim_t 0.251] [lr 0.001332] [CE 4.020 (3.640)] [KD 0.000 (0.000)] +2024-10-12 05:33:45,554 - Train: 53.96% [202500/375300] [161.9/300.0] [batch_t 0.191 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.001331] [CE 3.471 (3.583)] [KD 0.000 (0.000)] +2024-10-12 05:33:57,059 - Train: 53.97% [202550/375300] [161.9/300.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.001330] [CE 3.553 (3.608)] [KD 0.000 (0.000)] +2024-10-12 05:34:09,569 - Train: 53.98% [202600/375300] [162.0/300.0] [batch_t 0.297 (0.250)] [data_t 0.009] [optim_t 0.288] [lr 0.001330] [CE 3.718 (3.604)] [KD 0.000 (0.000)] +2024-10-12 05:34:21,587 - Train: 54.00% [202650/375300] [162.0/300.0] [batch_t 0.186 (0.240)] [data_t 0.009] [optim_t 0.177] [lr 0.001329] [CE 3.700 (3.588)] [KD 0.000 (0.000)] +2024-10-12 05:34:23,757 - ==> Total time: 13:41:06 Eta: 11:39:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:34:35,863 - Train: 54.01% [202700/375300] [162.0/300.0] [batch_t 0.184 (0.285)] [data_t 0.009] [optim_t 0.175] [lr 0.001328] [CE 3.573 (3.599)] [KD 0.000 (0.000)] +2024-10-12 05:34:48,253 - Train: 54.02% [202750/375300] [162.1/300.0] [batch_t 0.224 (0.248)] [data_t 0.009] [optim_t 0.215] [lr 0.001328] [CE 3.612 (3.546)] [KD 0.000 (0.000)] +2024-10-12 05:35:00,485 - Train: 54.04% [202800/375300] [162.1/300.0] [batch_t 0.187 (0.245)] [data_t 0.009] [optim_t 0.178] [lr 0.001327] [CE 3.687 (3.596)] [KD 0.000 (0.000)] +2024-10-12 05:35:12,498 - Train: 54.05% [202850/375300] [162.2/300.0] [batch_t 0.220 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.001327] [CE 3.723 (3.567)] [KD 0.000 (0.000)] +2024-10-12 05:35:24,634 - Train: 54.06% [202900/375300] [162.2/300.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.001326] [CE 3.742 (3.574)] [KD 0.000 (0.000)] +2024-10-12 05:35:36,736 - Train: 54.08% [202950/375300] [162.2/300.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.001325] [CE 3.198 (3.542)] [KD 0.000 (0.000)] +2024-10-12 05:35:48,938 - Train: 54.09% [203000/375300] [162.3/300.0] [batch_t 0.290 (0.244)] [data_t 0.009] [optim_t 0.281] [lr 0.001325] [CE 3.379 (3.557)] [KD 0.000 (0.000)] +2024-10-12 05:36:01,170 - Train: 54.10% [203050/375300] [162.3/300.0] [batch_t 0.189 (0.245)] [data_t 0.009] [optim_t 0.180] [lr 0.001324] [CE 3.270 (3.567)] [KD 0.000 (0.000)] +2024-10-12 05:36:13,212 - Train: 54.12% [203100/375300] [162.4/300.0] [batch_t 0.343 (0.241)] [data_t 0.009] [optim_t 0.334] [lr 0.001323] [CE 3.739 (3.560)] [KD 0.000 (0.000)] +2024-10-12 05:36:25,194 - Train: 54.13% [203150/375300] [162.4/300.0] [batch_t 0.269 (0.240)] [data_t 0.009] [optim_t 0.260] [lr 0.001323] [CE 3.605 (3.576)] [KD 0.000 (0.000)] +2024-10-12 05:36:37,258 - Train: 54.14% [203200/375300] [162.4/300.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.001322] [CE 3.690 (3.527)] [KD 0.000 (0.000)] +2024-10-12 05:36:49,301 - Train: 54.16% [203250/375300] [162.5/300.0] [batch_t 0.203 (0.241)] [data_t 0.009] [optim_t 0.194] [lr 0.001322] [CE 3.032 (3.546)] [KD 0.000 (0.000)] +2024-10-12 05:37:01,449 - Train: 54.17% [203300/375300] [162.5/300.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.001321] [CE 3.455 (3.550)] [KD 0.000 (0.000)] +2024-10-12 05:37:13,374 - Train: 54.18% [203350/375300] [162.5/300.0] [batch_t 0.250 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.001320] [CE 3.613 (3.565)] [KD 0.000 (0.000)] +2024-10-12 05:37:25,516 - Train: 54.20% [203400/375300] [162.6/300.0] [batch_t 0.210 (0.243)] [data_t 0.009] [optim_t 0.201] [lr 0.001320] [CE 3.799 (3.523)] [KD 0.000 (0.000)] +2024-10-12 05:37:37,775 - Train: 54.21% [203450/375300] [162.6/300.0] [batch_t 0.214 (0.245)] [data_t 0.009] [optim_t 0.205] [lr 0.001319] [CE 3.589 (3.580)] [KD 0.000 (0.000)] +2024-10-12 05:37:49,927 - Train: 54.22% [203500/375300] [162.7/300.0] [batch_t 0.236 (0.243)] [data_t 0.009] [optim_t 0.227] [lr 0.001319] [CE 3.447 (3.558)] [KD 0.000 (0.000)] +2024-10-12 05:38:02,045 - Train: 54.24% [203550/375300] [162.7/300.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.001318] [CE 3.637 (3.590)] [KD 0.000 (0.000)] +2024-10-12 05:38:13,490 - Train: 54.25% [203600/375300] [162.7/300.0] [batch_t 0.219 (0.229)] [data_t 0.009] [optim_t 0.211] [lr 0.001317] [CE 3.374 (3.537)] [KD 0.000 (0.000)] +2024-10-12 05:38:24,950 - Train: 54.26% [203650/375300] [162.8/300.0] [batch_t 0.234 (0.229)] [data_t 0.009] [optim_t 0.225] [lr 0.001317] [CE 3.471 (3.585)] [KD 0.000 (0.000)] +2024-10-12 05:38:36,811 - Train: 54.28% [203700/375300] [162.8/300.0] [batch_t 0.248 (0.237)] [data_t 0.009] [optim_t 0.239] [lr 0.001316] [CE 3.492 (3.603)] [KD 0.000 (0.000)] +2024-10-12 05:38:49,214 - Train: 54.29% [203750/375300] [162.9/300.0] [batch_t 0.235 (0.248)] [data_t 0.009] [optim_t 0.226] [lr 0.001315] [CE 3.389 (3.596)] [KD 0.000 (0.000)] +2024-10-12 05:39:01,587 - Train: 54.30% [203800/375300] [162.9/300.0] [batch_t 0.243 (0.247)] [data_t 0.009] [optim_t 0.234] [lr 0.001315] [CE 3.529 (3.558)] [KD 0.000 (0.000)] +2024-10-12 05:39:13,795 - Train: 54.32% [203850/375300] [162.9/300.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.001314] [CE 3.761 (3.582)] [KD 0.000 (0.000)] +2024-10-12 05:39:25,815 - Train: 54.33% [203900/375300] [163.0/300.0] [batch_t 0.211 (0.240)] [data_t 0.009] [optim_t 0.202] [lr 0.001314] [CE 3.831 (3.593)] [KD 0.000 (0.000)] +2024-10-12 05:39:28,267 - ==> Total time: 13:46:10 Eta: 11:34:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:39:40,077 - Train: 54.34% [203950/375300] [163.0/300.0] [batch_t 0.415 (0.285)] [data_t 0.009] [optim_t 0.406] [lr 0.001313] [CE 3.621 (3.552)] [KD 0.000 (0.000)] +2024-10-12 05:39:51,248 - Train: 54.36% [204000/375300] [163.1/300.0] [batch_t 0.440 (0.223)] [data_t 0.009] [optim_t 0.432] [lr 0.001312] [CE 3.593 (3.592)] [KD 0.000 (0.000)] +2024-10-12 05:40:02,899 - Train: 54.37% [204050/375300] [163.1/300.0] [batch_t 0.259 (0.233)] [data_t 0.009] [optim_t 0.250] [lr 0.001312] [CE 3.594 (3.567)] [KD 0.000 (0.000)] +2024-10-12 05:40:14,798 - Train: 54.38% [204100/375300] [163.1/300.0] [batch_t 0.183 (0.238)] [data_t 0.009] [optim_t 0.175] [lr 0.001311] [CE 3.369 (3.559)] [KD 0.000 (0.000)] +2024-10-12 05:40:26,588 - Train: 54.40% [204150/375300] [163.2/300.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.001311] [CE 3.259 (3.583)] [KD 0.000 (0.000)] +2024-10-12 05:40:38,987 - Train: 54.41% [204200/375300] [163.2/300.0] [batch_t 0.277 (0.248)] [data_t 0.009] [optim_t 0.268] [lr 0.001310] [CE 3.594 (3.527)] [KD 0.000 (0.000)] +2024-10-12 05:40:50,902 - Train: 54.42% [204250/375300] [163.3/300.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.001309] [CE 3.240 (3.539)] [KD 0.000 (0.000)] +2024-10-12 05:41:03,078 - Train: 54.44% [204300/375300] [163.3/300.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.001309] [CE 3.527 (3.547)] [KD 0.000 (0.000)] +2024-10-12 05:41:15,215 - Train: 54.45% [204350/375300] [163.3/300.0] [batch_t 0.268 (0.243)] [data_t 0.009] [optim_t 0.260] [lr 0.001308] [CE 3.298 (3.541)] [KD 0.000 (0.000)] +2024-10-12 05:41:27,158 - Train: 54.46% [204400/375300] [163.4/300.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.001307] [CE 3.548 (3.586)] [KD 0.000 (0.000)] +2024-10-12 05:41:39,261 - Train: 54.48% [204450/375300] [163.4/300.0] [batch_t 0.338 (0.242)] [data_t 0.009] [optim_t 0.329] [lr 0.001307] [CE 3.680 (3.571)] [KD 0.000 (0.000)] +2024-10-12 05:41:51,060 - Train: 54.49% [204500/375300] [163.5/300.0] [batch_t 0.214 (0.236)] [data_t 0.009] [optim_t 0.205] [lr 0.001306] [CE 3.519 (3.593)] [KD 0.000 (0.000)] +2024-10-12 05:42:02,939 - Train: 54.50% [204550/375300] [163.5/300.0] [batch_t 0.213 (0.237)] [data_t 0.009] [optim_t 0.204] [lr 0.001306] [CE 3.405 (3.552)] [KD 0.000 (0.000)] +2024-10-12 05:42:14,791 - Train: 54.52% [204600/375300] [163.5/300.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.001305] [CE 3.644 (3.580)] [KD 0.000 (0.000)] +2024-10-12 05:42:26,539 - Train: 54.53% [204650/375300] [163.6/300.0] [batch_t 0.248 (0.235)] [data_t 0.009] [optim_t 0.239] [lr 0.001304] [CE 3.738 (3.562)] [KD 0.000 (0.000)] +2024-10-12 05:42:38,461 - Train: 54.54% [204700/375300] [163.6/300.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.001304] [CE 3.862 (3.567)] [KD 0.000 (0.000)] +2024-10-12 05:42:50,548 - Train: 54.56% [204750/375300] [163.7/300.0] [batch_t 0.255 (0.242)] [data_t 0.009] [optim_t 0.246] [lr 0.001303] [CE 3.336 (3.587)] [KD 0.000 (0.000)] +2024-10-12 05:43:02,600 - Train: 54.57% [204800/375300] [163.7/300.0] [batch_t 0.211 (0.241)] [data_t 0.009] [optim_t 0.202] [lr 0.001303] [CE 3.559 (3.538)] [KD 0.000 (0.000)] +2024-10-12 05:43:14,521 - Train: 54.58% [204850/375300] [163.7/300.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.001302] [CE 3.126 (3.533)] [KD 0.000 (0.000)] +2024-10-12 05:43:26,248 - Train: 54.60% [204900/375300] [163.8/300.0] [batch_t 0.199 (0.234)] [data_t 0.009] [optim_t 0.189] [lr 0.001301] [CE 3.644 (3.600)] [KD 0.000 (0.000)] +2024-10-12 05:43:38,138 - Train: 54.61% [204950/375300] [163.8/300.0] [batch_t 0.272 (0.238)] [data_t 0.009] [optim_t 0.263] [lr 0.001301] [CE 3.766 (3.565)] [KD 0.000 (0.000)] +2024-10-12 05:43:50,023 - Train: 54.62% [205000/375300] [163.9/300.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.001300] [CE 3.465 (3.577)] [KD 0.000 (0.000)] +2024-10-12 05:44:02,079 - Train: 54.64% [205050/375300] [163.9/300.0] [batch_t 0.253 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.001299] [CE 3.641 (3.616)] [KD 0.000 (0.000)] +2024-10-12 05:44:14,029 - Train: 54.65% [205100/375300] [163.9/300.0] [batch_t 0.211 (0.239)] [data_t 0.009] [optim_t 0.202] [lr 0.001299] [CE 3.438 (3.570)] [KD 0.000 (0.000)] +2024-10-12 05:44:26,167 - Train: 54.66% [205150/375300] [164.0/300.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.001298] [CE 3.680 (3.596)] [KD 0.000 (0.000)] +2024-10-12 05:44:28,795 - ==> Total time: 13:51:11 Eta: 11:29:16 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:44:40,043 - Train: 54.68% [205200/375300] [164.0/300.0] [batch_t 0.477 (0.275)] [data_t 0.009] [optim_t 0.468] [lr 0.001298] [CE 3.221 (3.590)] [KD 0.000 (0.000)] +2024-10-12 05:44:51,150 - Train: 54.69% [205250/375300] [164.1/300.0] [batch_t 0.203 (0.222)] [data_t 0.009] [optim_t 0.194] [lr 0.001297] [CE 3.750 (3.530)] [KD 0.000 (0.000)] +2024-10-12 05:45:02,845 - Train: 54.70% [205300/375300] [164.1/300.0] [batch_t 0.210 (0.234)] [data_t 0.009] [optim_t 0.201] [lr 0.001296] [CE 3.374 (3.555)] [KD 0.000 (0.000)] +2024-10-12 05:45:14,552 - Train: 54.72% [205350/375300] [164.1/300.0] [batch_t 0.271 (0.234)] [data_t 0.009] [optim_t 0.262] [lr 0.001296] [CE 3.717 (3.519)] [KD 0.000 (0.000)] +2024-10-12 05:45:26,249 - Train: 54.73% [205400/375300] [164.2/300.0] [batch_t 0.252 (0.234)] [data_t 0.009] [optim_t 0.243] [lr 0.001295] [CE 3.778 (3.547)] [KD 0.000 (0.000)] +2024-10-12 05:45:37,683 - Train: 54.74% [205450/375300] [164.2/300.0] [batch_t 0.246 (0.229)] [data_t 0.009] [optim_t 0.237] [lr 0.001295] [CE 3.751 (3.568)] [KD 0.000 (0.000)] +2024-10-12 05:45:49,265 - Train: 54.76% [205500/375300] [164.3/300.0] [batch_t 0.255 (0.232)] [data_t 0.009] [optim_t 0.246] [lr 0.001294] [CE 3.608 (3.593)] [KD 0.000 (0.000)] +2024-10-12 05:46:00,301 - Train: 54.77% [205550/375300] [164.3/300.0] [batch_t 0.232 (0.221)] [data_t 0.009] [optim_t 0.223] [lr 0.001293] [CE 3.301 (3.577)] [KD 0.000 (0.000)] +2024-10-12 05:46:11,977 - Train: 54.78% [205600/375300] [164.3/300.0] [batch_t 0.234 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.001293] [CE 3.839 (3.544)] [KD 0.000 (0.000)] +2024-10-12 05:46:23,765 - Train: 54.80% [205650/375300] [164.4/300.0] [batch_t 0.273 (0.236)] [data_t 0.010] [optim_t 0.263] [lr 0.001292] [CE 3.694 (3.566)] [KD 0.000 (0.000)] +2024-10-12 05:46:35,089 - Train: 54.81% [205700/375300] [164.4/300.0] [batch_t 0.187 (0.226)] [data_t 0.009] [optim_t 0.178] [lr 0.001291] [CE 3.596 (3.565)] [KD 0.000 (0.000)] +2024-10-12 05:46:46,993 - Train: 54.82% [205750/375300] [164.5/300.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.001291] [CE 3.831 (3.597)] [KD 0.000 (0.000)] +2024-10-12 05:46:58,631 - Train: 54.84% [205800/375300] [164.5/300.0] [batch_t 0.338 (0.233)] [data_t 0.009] [optim_t 0.329] [lr 0.001290] [CE 3.399 (3.530)] [KD 0.000 (0.000)] +2024-10-12 05:47:10,828 - Train: 54.85% [205850/375300] [164.5/300.0] [batch_t 0.516 (0.244)] [data_t 0.009] [optim_t 0.507] [lr 0.001290] [CE 3.570 (3.529)] [KD 0.000 (0.000)] +2024-10-12 05:47:22,323 - Train: 54.86% [205900/375300] [164.6/300.0] [batch_t 0.187 (0.230)] [data_t 0.009] [optim_t 0.179] [lr 0.001289] [CE 3.535 (3.602)] [KD 0.000 (0.000)] +2024-10-12 05:47:33,788 - Train: 54.88% [205950/375300] [164.6/300.0] [batch_t 0.283 (0.229)] [data_t 0.009] [optim_t 0.274] [lr 0.001288] [CE 3.467 (3.569)] [KD 0.000 (0.000)] +2024-10-12 05:47:45,290 - Train: 54.89% [206000/375300] [164.7/300.0] [batch_t 0.214 (0.230)] [data_t 0.009] [optim_t 0.206] [lr 0.001288] [CE 3.716 (3.559)] [KD 0.000 (0.000)] +2024-10-12 05:47:56,723 - Train: 54.90% [206050/375300] [164.7/300.0] [batch_t 0.189 (0.229)] [data_t 0.009] [optim_t 0.180] [lr 0.001287] [CE 3.487 (3.584)] [KD 0.000 (0.000)] +2024-10-12 05:48:08,730 - Train: 54.92% [206100/375300] [164.7/300.0] [batch_t 0.280 (0.240)] [data_t 0.009] [optim_t 0.271] [lr 0.001287] [CE 3.511 (3.582)] [KD 0.000 (0.000)] +2024-10-12 05:48:20,442 - Train: 54.93% [206150/375300] [164.8/300.0] [batch_t 0.232 (0.234)] [data_t 0.009] [optim_t 0.223] [lr 0.001286] [CE 3.716 (3.565)] [KD 0.000 (0.000)] +2024-10-12 05:48:32,448 - Train: 54.94% [206200/375300] [164.8/300.0] [batch_t 0.271 (0.240)] [data_t 0.009] [optim_t 0.263] [lr 0.001285] [CE 3.686 (3.552)] [KD 0.000 (0.000)] +2024-10-12 05:48:44,382 - Train: 54.96% [206250/375300] [164.9/300.0] [batch_t 0.298 (0.239)] [data_t 0.009] [optim_t 0.289] [lr 0.001285] [CE 3.489 (3.589)] [KD 0.000 (0.000)] +2024-10-12 05:48:56,268 - Train: 54.97% [206300/375300] [164.9/300.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.001284] [CE 3.423 (3.519)] [KD 0.000 (0.000)] +2024-10-12 05:49:08,208 - Train: 54.98% [206350/375300] [164.9/300.0] [batch_t 0.262 (0.239)] [data_t 0.009] [optim_t 0.253] [lr 0.001284] [CE 3.878 (3.604)] [KD 0.000 (0.000)] +2024-10-12 05:49:20,170 - Train: 55.00% [206400/375300] [165.0/300.0] [batch_t 0.338 (0.239)] [data_t 0.019] [optim_t 0.319] [lr 0.001283] [CE 3.259 (3.550)] [KD 0.000 (0.000)] +2024-10-12 05:49:34,990 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 36726] [top5_cnt 45939] [top_all 50000] +2024-10-12 05:49:34,990 - net: 73.452 (91.878) +2024-10-12 05:49:46,987 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39260] [top5_cnt 47217] [top_all 50000] +2024-10-12 05:49:46,987 - net_E: 78.520 (94.434) +2024-10-12 05:49:47,108 - Max [top1: 73.452 (epoch: 165)] [top1-ema: 78.520 (epoch: 165)] +2024-10-12 05:49:47,108 - ==> Total time: 13:56:29 Eta: 11:24:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:50:00,854 - Train: 55.01% [206450/375300] [165.0/300.0] [batch_t 0.189 (0.237)] [data_t 0.009] [optim_t 0.180] [lr 0.001282] [CE 3.814 (3.504)] [KD 0.000 (0.000)] +2024-10-12 05:50:12,525 - Train: 55.02% [206500/375300] [165.1/300.0] [batch_t 0.283 (0.233)] [data_t 0.009] [optim_t 0.274] [lr 0.001282] [CE 3.897 (3.546)] [KD 0.000 (0.000)] +2024-10-12 05:50:25,017 - Train: 55.04% [206550/375300] [165.1/300.0] [batch_t 0.394 (0.250)] [data_t 0.009] [optim_t 0.385] [lr 0.001281] [CE 3.367 (3.560)] [KD 0.000 (0.000)] +2024-10-12 05:50:36,667 - Train: 55.05% [206600/375300] [165.1/300.0] [batch_t 0.263 (0.233)] [data_t 0.009] [optim_t 0.254] [lr 0.001280] [CE 3.295 (3.535)] [KD 0.000 (0.000)] +2024-10-12 05:50:48,726 - Train: 55.06% [206650/375300] [165.2/300.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.001280] [CE 3.467 (3.562)] [KD 0.000 (0.000)] +2024-10-12 05:51:00,760 - Train: 55.08% [206700/375300] [165.2/300.0] [batch_t 0.191 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.001279] [CE 3.762 (3.560)] [KD 0.000 (0.000)] +2024-10-12 05:51:12,922 - Train: 55.09% [206750/375300] [165.3/300.0] [batch_t 0.184 (0.243)] [data_t 0.009] [optim_t 0.176] [lr 0.001279] [CE 3.536 (3.524)] [KD 0.000 (0.000)] +2024-10-12 05:51:24,795 - Train: 55.10% [206800/375300] [165.3/300.0] [batch_t 0.266 (0.237)] [data_t 0.009] [optim_t 0.257] [lr 0.001278] [CE 3.818 (3.581)] [KD 0.000 (0.000)] +2024-10-12 05:51:36,664 - Train: 55.12% [206850/375300] [165.3/300.0] [batch_t 0.184 (0.237)] [data_t 0.009] [optim_t 0.175] [lr 0.001277] [CE 3.675 (3.548)] [KD 0.000 (0.000)] +2024-10-12 05:51:48,478 - Train: 55.13% [206900/375300] [165.4/300.0] [batch_t 0.245 (0.236)] [data_t 0.009] [optim_t 0.236] [lr 0.001277] [CE 3.407 (3.556)] [KD 0.000 (0.000)] +2024-10-12 05:52:00,476 - Train: 55.14% [206950/375300] [165.4/300.0] [batch_t 0.268 (0.240)] [data_t 0.009] [optim_t 0.259] [lr 0.001276] [CE 3.450 (3.562)] [KD 0.000 (0.000)] +2024-10-12 05:52:12,328 - Train: 55.16% [207000/375300] [165.5/300.0] [batch_t 0.183 (0.237)] [data_t 0.009] [optim_t 0.174] [lr 0.001276] [CE 3.761 (3.559)] [KD 0.000 (0.000)] +2024-10-12 05:52:24,198 - Train: 55.17% [207050/375300] [165.5/300.0] [batch_t 0.203 (0.237)] [data_t 0.009] [optim_t 0.194] [lr 0.001275] [CE 3.274 (3.586)] [KD 0.000 (0.000)] +2024-10-12 05:52:35,953 - Train: 55.18% [207100/375300] [165.5/300.0] [batch_t 0.267 (0.235)] [data_t 0.009] [optim_t 0.258] [lr 0.001274] [CE 3.668 (3.627)] [KD 0.000 (0.000)] +2024-10-12 05:52:47,806 - Train: 55.20% [207150/375300] [165.6/300.0] [batch_t 0.189 (0.237)] [data_t 0.009] [optim_t 0.180] [lr 0.001274] [CE 3.662 (3.604)] [KD 0.000 (0.000)] +2024-10-12 05:52:59,548 - Train: 55.21% [207200/375300] [165.6/300.0] [batch_t 0.214 (0.235)] [data_t 0.009] [optim_t 0.206] [lr 0.001273] [CE 3.529 (3.553)] [KD 0.000 (0.000)] +2024-10-12 05:53:11,405 - Train: 55.22% [207250/375300] [165.7/300.0] [batch_t 0.263 (0.237)] [data_t 0.009] [optim_t 0.254] [lr 0.001272] [CE 3.545 (3.609)] [KD 0.000 (0.000)] +2024-10-12 05:53:23,320 - Train: 55.24% [207300/375300] [165.7/300.0] [batch_t 0.199 (0.238)] [data_t 0.009] [optim_t 0.190] [lr 0.001272] [CE 3.612 (3.572)] [KD 0.000 (0.000)] +2024-10-12 05:53:35,000 - Train: 55.25% [207350/375300] [165.7/300.0] [batch_t 0.191 (0.233)] [data_t 0.009] [optim_t 0.182] [lr 0.001271] [CE 3.669 (3.573)] [KD 0.000 (0.000)] +2024-10-12 05:53:46,675 - Train: 55.26% [207400/375300] [165.8/300.0] [batch_t 0.245 (0.233)] [data_t 0.009] [optim_t 0.237] [lr 0.001271] [CE 3.471 (3.560)] [KD 0.000 (0.000)] +2024-10-12 05:53:58,358 - Train: 55.28% [207450/375300] [165.8/300.0] [batch_t 0.191 (0.234)] [data_t 0.009] [optim_t 0.182] [lr 0.001270] [CE 3.446 (3.530)] [KD 0.000 (0.000)] +2024-10-12 05:54:09,964 - Train: 55.29% [207500/375300] [165.9/300.0] [batch_t 0.262 (0.232)] [data_t 0.009] [optim_t 0.253] [lr 0.001269] [CE 3.689 (3.604)] [KD 0.000 (0.000)] +2024-10-12 05:54:21,765 - Train: 55.30% [207550/375300] [165.9/300.0] [batch_t 0.256 (0.236)] [data_t 0.009] [optim_t 0.247] [lr 0.001269] [CE 3.563 (3.563)] [KD 0.000 (0.000)] +2024-10-12 05:54:33,358 - Train: 55.32% [207600/375300] [165.9/300.0] [batch_t 0.190 (0.232)] [data_t 0.009] [optim_t 0.181] [lr 0.001268] [CE 3.116 (3.553)] [KD 0.000 (0.000)] +2024-10-12 05:54:45,007 - Train: 55.33% [207650/375300] [166.0/300.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.001268] [CE 3.750 (3.549)] [KD 0.000 (0.000)] +2024-10-12 05:54:48,139 - ==> Total time: 14:01:30 Eta: 11:19:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:54:58,666 - Train: 55.34% [207700/375300] [166.0/300.0] [batch_t 0.243 (0.268)] [data_t 0.009] [optim_t 0.234] [lr 0.001267] [CE 3.280 (3.498)] [KD 0.000 (0.000)] +2024-10-12 05:55:10,733 - Train: 55.36% [207750/375300] [166.1/300.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.001266] [CE 3.821 (3.565)] [KD 0.000 (0.000)] +2024-10-12 05:55:22,469 - Train: 55.37% [207800/375300] [166.1/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.177] [lr 0.001266] [CE 3.590 (3.542)] [KD 0.000 (0.000)] +2024-10-12 05:55:34,001 - Train: 55.38% [207850/375300] [166.1/300.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.001265] [CE 3.328 (3.565)] [KD 0.000 (0.000)] +2024-10-12 05:55:45,752 - Train: 55.40% [207900/375300] [166.2/300.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.001264] [CE 3.118 (3.470)] [KD 0.000 (0.000)] +2024-10-12 05:55:57,320 - Train: 55.41% [207950/375300] [166.2/300.0] [batch_t 0.264 (0.231)] [data_t 0.009] [optim_t 0.255] [lr 0.001264] [CE 3.512 (3.571)] [KD 0.000 (0.000)] +2024-10-12 05:56:08,909 - Train: 55.42% [208000/375300] [166.3/300.0] [batch_t 0.215 (0.232)] [data_t 0.009] [optim_t 0.206] [lr 0.001263] [CE 3.590 (3.550)] [KD 0.000 (0.000)] +2024-10-12 05:56:20,469 - Train: 55.44% [208050/375300] [166.3/300.0] [batch_t 0.335 (0.231)] [data_t 0.009] [optim_t 0.326] [lr 0.001263] [CE 3.633 (3.530)] [KD 0.000 (0.000)] +2024-10-12 05:56:32,085 - Train: 55.45% [208100/375300] [166.3/300.0] [batch_t 0.307 (0.232)] [data_t 0.009] [optim_t 0.298] [lr 0.001262] [CE 3.384 (3.569)] [KD 0.000 (0.000)] +2024-10-12 05:56:43,891 - Train: 55.46% [208150/375300] [166.4/300.0] [batch_t 0.357 (0.236)] [data_t 0.180] [optim_t 0.177] [lr 0.001261] [CE 3.349 (3.578)] [KD 0.000 (0.000)] +2024-10-12 05:56:55,486 - Train: 55.48% [208200/375300] [166.4/300.0] [batch_t 0.184 (0.232)] [data_t 0.009] [optim_t 0.175] [lr 0.001261] [CE 3.774 (3.540)] [KD 0.000 (0.000)] +2024-10-12 05:57:07,176 - Train: 55.49% [208250/375300] [166.5/300.0] [batch_t 0.322 (0.234)] [data_t 0.009] [optim_t 0.313] [lr 0.001260] [CE 3.447 (3.578)] [KD 0.000 (0.000)] +2024-10-12 05:57:18,698 - Train: 55.50% [208300/375300] [166.5/300.0] [batch_t 0.204 (0.230)] [data_t 0.009] [optim_t 0.195] [lr 0.001260] [CE 3.782 (3.582)] [KD 0.000 (0.000)] +2024-10-12 05:57:30,676 - Train: 55.52% [208350/375300] [166.5/300.0] [batch_t 0.263 (0.239)] [data_t 0.009] [optim_t 0.255] [lr 0.001259] [CE 3.588 (3.548)] [KD 0.000 (0.000)] +2024-10-12 05:57:43,057 - Train: 55.53% [208400/375300] [166.6/300.0] [batch_t 0.387 (0.248)] [data_t 0.009] [optim_t 0.379] [lr 0.001258] [CE 3.604 (3.544)] [KD 0.000 (0.000)] +2024-10-12 05:57:55,359 - Train: 55.54% [208450/375300] [166.6/300.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.001258] [CE 3.365 (3.576)] [KD 0.000 (0.000)] +2024-10-12 05:58:07,395 - Train: 55.56% [208500/375300] [166.7/300.0] [batch_t 0.185 (0.241)] [data_t 0.009] [optim_t 0.176] [lr 0.001257] [CE 3.344 (3.547)] [KD 0.000 (0.000)] +2024-10-12 05:58:19,455 - Train: 55.57% [208550/375300] [166.7/300.0] [batch_t 0.540 (0.241)] [data_t 0.009] [optim_t 0.531] [lr 0.001257] [CE 3.485 (3.550)] [KD 0.000 (0.000)] +2024-10-12 05:58:30,640 - Train: 55.58% [208600/375300] [166.7/300.0] [batch_t 0.265 (0.224)] [data_t 0.009] [optim_t 0.256] [lr 0.001256] [CE 3.111 (3.557)] [KD 0.000 (0.000)] +2024-10-12 05:58:42,248 - Train: 55.60% [208650/375300] [166.8/300.0] [batch_t 0.263 (0.232)] [data_t 0.009] [optim_t 0.255] [lr 0.001255] [CE 3.695 (3.540)] [KD 0.000 (0.000)] +2024-10-12 05:58:53,944 - Train: 55.61% [208700/375300] [166.8/300.0] [batch_t 0.356 (0.234)] [data_t 0.098] [optim_t 0.258] [lr 0.001255] [CE 3.411 (3.549)] [KD 0.000 (0.000)] +2024-10-12 05:59:05,808 - Train: 55.62% [208750/375300] [166.9/300.0] [batch_t 0.232 (0.237)] [data_t 0.058] [optim_t 0.174] [lr 0.001254] [CE 3.564 (3.535)] [KD 0.000 (0.000)] +2024-10-12 05:59:17,783 - Train: 55.64% [208800/375300] [166.9/300.0] [batch_t 0.217 (0.239)] [data_t 0.039] [optim_t 0.179] [lr 0.001253] [CE 3.628 (3.555)] [KD 0.000 (0.000)] +2024-10-12 05:59:29,862 - Train: 55.65% [208850/375300] [166.9/300.0] [batch_t 0.272 (0.241)] [data_t 0.092] [optim_t 0.179] [lr 0.001253] [CE 3.582 (3.563)] [KD 0.000 (0.000)] +2024-10-12 05:59:41,922 - Train: 55.66% [208900/375300] [167.0/300.0] [batch_t 0.241 (0.241)] [data_t 0.068] [optim_t 0.173] [lr 0.001252] [CE 3.807 (3.576)] [KD 0.000 (0.000)] +2024-10-12 05:59:45,272 - ==> Total time: 14:06:27 Eta: 11:14:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 05:59:55,361 - Train: 55.68% [208950/375300] [167.0/300.0] [batch_t 0.198 (0.270)] [data_t 0.009] [optim_t 0.189] [lr 0.001252] [CE 3.318 (3.515)] [KD 0.000 (0.000)] +2024-10-12 06:00:07,619 - Train: 55.69% [209000/375300] [167.1/300.0] [batch_t 0.244 (0.245)] [data_t 0.009] [optim_t 0.235] [lr 0.001251] [CE 3.744 (3.510)] [KD 0.000 (0.000)] +2024-10-12 06:00:19,901 - Train: 55.70% [209050/375300] [167.1/300.0] [batch_t 0.185 (0.246)] [data_t 0.009] [optim_t 0.176] [lr 0.001250] [CE 3.388 (3.524)] [KD 0.000 (0.000)] +2024-10-12 06:00:31,814 - Train: 55.72% [209100/375300] [167.1/300.0] [batch_t 0.249 (0.238)] [data_t 0.009] [optim_t 0.240] [lr 0.001250] [CE 3.715 (3.535)] [KD 0.000 (0.000)] +2024-10-12 06:00:43,077 - Train: 55.73% [209150/375300] [167.2/300.0] [batch_t 0.184 (0.225)] [data_t 0.009] [optim_t 0.175] [lr 0.001249] [CE 3.736 (3.540)] [KD 0.000 (0.000)] +2024-10-12 06:00:54,064 - Train: 55.74% [209200/375300] [167.2/300.0] [batch_t 0.217 (0.220)] [data_t 0.009] [optim_t 0.208] [lr 0.001249] [CE 3.739 (3.518)] [KD 0.000 (0.000)] +2024-10-12 06:01:05,403 - Train: 55.76% [209250/375300] [167.3/300.0] [batch_t 0.242 (0.227)] [data_t 0.009] [optim_t 0.233] [lr 0.001248] [CE 3.549 (3.545)] [KD 0.000 (0.000)] +2024-10-12 06:01:17,311 - Train: 55.77% [209300/375300] [167.3/300.0] [batch_t 0.266 (0.238)] [data_t 0.009] [optim_t 0.258] [lr 0.001247] [CE 3.729 (3.524)] [KD 0.000 (0.000)] +2024-10-12 06:01:29,354 - Train: 55.78% [209350/375300] [167.3/300.0] [batch_t 0.184 (0.241)] [data_t 0.010] [optim_t 0.174] [lr 0.001247] [CE 3.726 (3.535)] [KD 0.000 (0.000)] +2024-10-12 06:01:41,197 - Train: 55.80% [209400/375300] [167.4/300.0] [batch_t 0.230 (0.237)] [data_t 0.058] [optim_t 0.172] [lr 0.001246] [CE 3.798 (3.515)] [KD 0.000 (0.000)] +2024-10-12 06:01:53,383 - Train: 55.81% [209450/375300] [167.4/300.0] [batch_t 0.252 (0.244)] [data_t 0.078] [optim_t 0.175] [lr 0.001246] [CE 3.729 (3.594)] [KD 0.000 (0.000)] +2024-10-12 06:02:04,924 - Train: 55.82% [209500/375300] [167.5/300.0] [batch_t 0.267 (0.231)] [data_t 0.091] [optim_t 0.176] [lr 0.001245] [CE 3.546 (3.533)] [KD 0.000 (0.000)] +2024-10-12 06:02:16,495 - Train: 55.84% [209550/375300] [167.5/300.0] [batch_t 0.186 (0.231)] [data_t 0.009] [optim_t 0.177] [lr 0.001244] [CE 3.551 (3.514)] [KD 0.000 (0.000)] +2024-10-12 06:02:28,004 - Train: 55.85% [209600/375300] [167.5/300.0] [batch_t 0.224 (0.230)] [data_t 0.047] [optim_t 0.177] [lr 0.001244] [CE 3.412 (3.529)] [KD 0.000 (0.000)] +2024-10-12 06:02:39,819 - Train: 55.86% [209650/375300] [167.6/300.0] [batch_t 0.208 (0.236)] [data_t 0.032] [optim_t 0.176] [lr 0.001243] [CE 3.335 (3.561)] [KD 0.000 (0.000)] +2024-10-12 06:02:51,486 - Train: 55.88% [209700/375300] [167.6/300.0] [batch_t 0.255 (0.233)] [data_t 0.009] [optim_t 0.246] [lr 0.001242] [CE 3.372 (3.546)] [KD 0.000 (0.000)] +2024-10-12 06:03:03,481 - Train: 55.89% [209750/375300] [167.7/300.0] [batch_t 0.253 (0.240)] [data_t 0.009] [optim_t 0.244] [lr 0.001242] [CE 3.856 (3.528)] [KD 0.000 (0.000)] +2024-10-12 06:03:15,318 - Train: 55.90% [209800/375300] [167.7/300.0] [batch_t 0.192 (0.237)] [data_t 0.009] [optim_t 0.183] [lr 0.001241] [CE 3.436 (3.558)] [KD 0.000 (0.000)] +2024-10-12 06:03:26,908 - Train: 55.92% [209850/375300] [167.7/300.0] [batch_t 0.238 (0.232)] [data_t 0.009] [optim_t 0.229] [lr 0.001241] [CE 3.374 (3.533)] [KD 0.000 (0.000)] +2024-10-12 06:03:38,956 - Train: 55.93% [209900/375300] [167.8/300.0] [batch_t 0.207 (0.241)] [data_t 0.009] [optim_t 0.198] [lr 0.001240] [CE 3.375 (3.526)] [KD 0.000 (0.000)] +2024-10-12 06:03:50,629 - Train: 55.94% [209950/375300] [167.8/300.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.001239] [CE 3.823 (3.548)] [KD 0.000 (0.000)] +2024-10-12 06:04:02,205 - Train: 55.96% [210000/375300] [167.9/300.0] [batch_t 0.187 (0.231)] [data_t 0.009] [optim_t 0.178] [lr 0.001239] [CE 3.019 (3.589)] [KD 0.000 (0.000)] +2024-10-12 06:04:14,206 - Train: 55.97% [210050/375300] [167.9/300.0] [batch_t 0.197 (0.240)] [data_t 0.009] [optim_t 0.188] [lr 0.001238] [CE 3.454 (3.590)] [KD 0.000 (0.000)] +2024-10-12 06:04:26,218 - Train: 55.98% [210100/375300] [167.9/300.0] [batch_t 0.246 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.001238] [CE 3.623 (3.518)] [KD 0.000 (0.000)] +2024-10-12 06:04:38,322 - Train: 56.00% [210150/375300] [168.0/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.001237] [CE 3.147 (3.528)] [KD 0.000 (0.000)] +2024-10-12 06:04:42,147 - ==> Total time: 14:11:24 Eta: 11:08:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:04:52,432 - Train: 56.01% [210200/375300] [168.0/300.0] [batch_t 0.186 (0.280)] [data_t 0.009] [optim_t 0.177] [lr 0.001236] [CE 3.285 (3.550)] [KD 0.000 (0.000)] +2024-10-12 06:05:03,337 - Train: 56.02% [210250/375300] [168.1/300.0] [batch_t 0.227 (0.218)] [data_t 0.009] [optim_t 0.218] [lr 0.001236] [CE 3.277 (3.484)] [KD 0.000 (0.000)] +2024-10-12 06:05:15,522 - Train: 56.04% [210300/375300] [168.1/300.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.001235] [CE 3.752 (3.556)] [KD 0.000 (0.000)] +2024-10-12 06:05:27,542 - Train: 56.05% [210350/375300] [168.1/300.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.001235] [CE 3.771 (3.548)] [KD 0.000 (0.000)] +2024-10-12 06:05:39,412 - Train: 56.06% [210400/375300] [168.2/300.0] [batch_t 0.264 (0.237)] [data_t 0.009] [optim_t 0.255] [lr 0.001234] [CE 3.559 (3.573)] [KD 0.000 (0.000)] +2024-10-12 06:05:50,946 - Train: 56.08% [210450/375300] [168.2/300.0] [batch_t 0.230 (0.231)] [data_t 0.009] [optim_t 0.221] [lr 0.001233] [CE 3.702 (3.540)] [KD 0.000 (0.000)] +2024-10-12 06:06:02,530 - Train: 56.09% [210500/375300] [168.3/300.0] [batch_t 0.259 (0.232)] [data_t 0.009] [optim_t 0.250] [lr 0.001233] [CE 3.706 (3.527)] [KD 0.000 (0.000)] +2024-10-12 06:06:14,453 - Train: 56.10% [210550/375300] [168.3/300.0] [batch_t 0.257 (0.238)] [data_t 0.009] [optim_t 0.248] [lr 0.001232] [CE 3.741 (3.561)] [KD 0.000 (0.000)] +2024-10-12 06:06:26,304 - Train: 56.12% [210600/375300] [168.3/300.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.001231] [CE 3.889 (3.547)] [KD 0.000 (0.000)] +2024-10-12 06:06:38,076 - Train: 56.13% [210650/375300] [168.4/300.0] [batch_t 0.204 (0.235)] [data_t 0.009] [optim_t 0.195] [lr 0.001231] [CE 3.403 (3.472)] [KD 0.000 (0.000)] +2024-10-12 06:06:49,993 - Train: 56.14% [210700/375300] [168.4/300.0] [batch_t 0.225 (0.238)] [data_t 0.009] [optim_t 0.216] [lr 0.001230] [CE 3.705 (3.556)] [KD 0.000 (0.000)] +2024-10-12 06:07:02,173 - Train: 56.16% [210750/375300] [168.5/300.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.212] [lr 0.001230] [CE 3.787 (3.526)] [KD 0.000 (0.000)] +2024-10-12 06:07:14,052 - Train: 56.17% [210800/375300] [168.5/300.0] [batch_t 0.254 (0.237)] [data_t 0.009] [optim_t 0.245] [lr 0.001229] [CE 3.497 (3.503)] [KD 0.000 (0.000)] +2024-10-12 06:07:25,769 - Train: 56.18% [210850/375300] [168.5/300.0] [batch_t 0.245 (0.234)] [data_t 0.009] [optim_t 0.236] [lr 0.001228] [CE 3.688 (3.559)] [KD 0.000 (0.000)] +2024-10-12 06:07:37,261 - Train: 56.20% [210900/375300] [168.6/300.0] [batch_t 0.212 (0.230)] [data_t 0.009] [optim_t 0.203] [lr 0.001228] [CE 3.896 (3.538)] [KD 0.000 (0.000)] +2024-10-12 06:07:48,938 - Train: 56.21% [210950/375300] [168.6/300.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.210] [lr 0.001227] [CE 3.843 (3.548)] [KD 0.000 (0.000)] +2024-10-12 06:08:00,501 - Train: 56.22% [211000/375300] [168.7/300.0] [batch_t 0.197 (0.231)] [data_t 0.009] [optim_t 0.188] [lr 0.001227] [CE 3.636 (3.542)] [KD 0.000 (0.000)] +2024-10-12 06:08:12,073 - Train: 56.24% [211050/375300] [168.7/300.0] [batch_t 0.204 (0.231)] [data_t 0.009] [optim_t 0.196] [lr 0.001226] [CE 3.414 (3.590)] [KD 0.000 (0.000)] +2024-10-12 06:08:23,621 - Train: 56.25% [211100/375300] [168.7/300.0] [batch_t 0.230 (0.231)] [data_t 0.009] [optim_t 0.221] [lr 0.001225] [CE 3.586 (3.510)] [KD 0.000 (0.000)] +2024-10-12 06:08:35,163 - Train: 56.26% [211150/375300] [168.8/300.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.001225] [CE 3.911 (3.543)] [KD 0.000 (0.000)] +2024-10-12 06:08:46,707 - Train: 56.27% [211200/375300] [168.8/300.0] [batch_t 0.242 (0.231)] [data_t 0.009] [optim_t 0.233] [lr 0.001224] [CE 3.589 (3.553)] [KD 0.000 (0.000)] +2024-10-12 06:08:58,376 - Train: 56.29% [211250/375300] [168.9/300.0] [batch_t 0.184 (0.233)] [data_t 0.009] [optim_t 0.175] [lr 0.001224] [CE 3.654 (3.513)] [KD 0.000 (0.000)] +2024-10-12 06:09:10,365 - Train: 56.30% [211300/375300] [168.9/300.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.245] [lr 0.001223] [CE 3.200 (3.519)] [KD 0.000 (0.000)] +2024-10-12 06:09:22,117 - Train: 56.31% [211350/375300] [168.9/300.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.001222] [CE 3.584 (3.553)] [KD 0.000 (0.000)] +2024-10-12 06:09:33,776 - Train: 56.33% [211400/375300] [169.0/300.0] [batch_t 0.244 (0.233)] [data_t 0.009] [optim_t 0.235] [lr 0.001222] [CE 3.916 (3.520)] [KD 0.000 (0.000)] +2024-10-12 06:09:37,702 - ==> Total time: 14:16:20 Eta: 11:03:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:09:47,715 - Train: 56.34% [211450/375300] [169.0/300.0] [batch_t 0.187 (0.286)] [data_t 0.009] [optim_t 0.178] [lr 0.001221] [CE 3.336 (3.503)] [KD 0.000 (0.000)] +2024-10-12 06:09:59,556 - Train: 56.35% [211500/375300] [169.1/300.0] [batch_t 0.251 (0.237)] [data_t 0.009] [optim_t 0.242] [lr 0.001221] [CE 3.447 (3.584)] [KD 0.000 (0.000)] +2024-10-12 06:10:11,655 - Train: 56.37% [211550/375300] [169.1/300.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.001220] [CE 3.571 (3.531)] [KD 0.000 (0.000)] +2024-10-12 06:10:23,655 - Train: 56.38% [211600/375300] [169.1/300.0] [batch_t 0.209 (0.240)] [data_t 0.009] [optim_t 0.200] [lr 0.001219] [CE 3.571 (3.549)] [KD 0.000 (0.000)] +2024-10-12 06:10:35,562 - Train: 56.39% [211650/375300] [169.2/300.0] [batch_t 0.221 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.001219] [CE 3.512 (3.582)] [KD 0.000 (0.000)] +2024-10-12 06:10:47,335 - Train: 56.41% [211700/375300] [169.2/300.0] [batch_t 0.185 (0.235)] [data_t 0.009] [optim_t 0.176] [lr 0.001218] [CE 3.203 (3.504)] [KD 0.000 (0.000)] +2024-10-12 06:10:58,747 - Train: 56.42% [211750/375300] [169.3/300.0] [batch_t 0.185 (0.228)] [data_t 0.009] [optim_t 0.177] [lr 0.001217] [CE 3.763 (3.569)] [KD 0.000 (0.000)] +2024-10-12 06:11:10,282 - Train: 56.43% [211800/375300] [169.3/300.0] [batch_t 0.210 (0.231)] [data_t 0.009] [optim_t 0.201] [lr 0.001217] [CE 3.517 (3.514)] [KD 0.000 (0.000)] +2024-10-12 06:11:22,394 - Train: 56.45% [211850/375300] [169.3/300.0] [batch_t 0.260 (0.242)] [data_t 0.009] [optim_t 0.251] [lr 0.001216] [CE 3.653 (3.539)] [KD 0.000 (0.000)] +2024-10-12 06:11:34,557 - Train: 56.46% [211900/375300] [169.4/300.0] [batch_t 0.262 (0.243)] [data_t 0.009] [optim_t 0.253] [lr 0.001216] [CE 3.491 (3.506)] [KD 0.000 (0.000)] +2024-10-12 06:11:46,660 - Train: 56.47% [211950/375300] [169.4/300.0] [batch_t 0.262 (0.242)] [data_t 0.009] [optim_t 0.253] [lr 0.001215] [CE 3.873 (3.543)] [KD 0.000 (0.000)] +2024-10-12 06:11:58,936 - Train: 56.49% [212000/375300] [169.5/300.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.225] [lr 0.001214] [CE 3.712 (3.560)] [KD 0.000 (0.000)] +2024-10-12 06:12:10,968 - Train: 56.50% [212050/375300] [169.5/300.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.001214] [CE 3.651 (3.548)] [KD 0.000 (0.000)] +2024-10-12 06:12:23,256 - Train: 56.51% [212100/375300] [169.5/300.0] [batch_t 0.224 (0.246)] [data_t 0.009] [optim_t 0.215] [lr 0.001213] [CE 3.463 (3.588)] [KD 0.000 (0.000)] +2024-10-12 06:12:35,297 - Train: 56.53% [212150/375300] [169.6/300.0] [batch_t 0.252 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.001213] [CE 3.790 (3.509)] [KD 0.000 (0.000)] +2024-10-12 06:12:47,449 - Train: 56.54% [212200/375300] [169.6/300.0] [batch_t 0.225 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.001212] [CE 3.716 (3.583)] [KD 0.000 (0.000)] +2024-10-12 06:12:59,433 - Train: 56.55% [212250/375300] [169.7/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.001211] [CE 3.552 (3.546)] [KD 0.000 (0.000)] +2024-10-12 06:13:12,009 - Train: 56.57% [212300/375300] [169.7/300.0] [batch_t 0.306 (0.251)] [data_t 0.009] [optim_t 0.298] [lr 0.001211] [CE 3.720 (3.533)] [KD 0.000 (0.000)] +2024-10-12 06:13:24,372 - Train: 56.58% [212350/375300] [169.7/300.0] [batch_t 0.272 (0.247)] [data_t 0.009] [optim_t 0.264] [lr 0.001210] [CE 3.554 (3.567)] [KD 0.000 (0.000)] +2024-10-12 06:13:36,801 - Train: 56.59% [212400/375300] [169.8/300.0] [batch_t 0.218 (0.248)] [data_t 0.009] [optim_t 0.209] [lr 0.001210] [CE 3.512 (3.513)] [KD 0.000 (0.000)] +2024-10-12 06:13:49,008 - Train: 56.61% [212450/375300] [169.8/300.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001209] [CE 3.060 (3.554)] [KD 0.000 (0.000)] +2024-10-12 06:14:01,220 - Train: 56.62% [212500/375300] [169.9/300.0] [batch_t 0.247 (0.244)] [data_t 0.009] [optim_t 0.238] [lr 0.001208] [CE 3.425 (3.524)] [KD 0.000 (0.000)] +2024-10-12 06:14:13,589 - Train: 56.63% [212550/375300] [169.9/300.0] [batch_t 0.209 (0.247)] [data_t 0.009] [optim_t 0.200] [lr 0.001208] [CE 3.331 (3.563)] [KD 0.000 (0.000)] +2024-10-12 06:14:25,784 - Train: 56.65% [212600/375300] [169.9/300.0] [batch_t 0.278 (0.244)] [data_t 0.009] [optim_t 0.270] [lr 0.001207] [CE 3.796 (3.547)] [KD 0.000 (0.000)] +2024-10-12 06:14:37,794 - Train: 56.66% [212650/375300] [170.0/300.0] [batch_t 0.234 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001207] [CE 3.815 (3.519)] [KD 0.000 (0.000)] +2024-10-12 06:14:54,228 - Test (net): 100.00% [50/50] [batch_t 0.078 (0.240)] [top1_cnt 37156] [top5_cnt 46228] [top_all 50000] +2024-10-12 06:14:54,228 - net: 74.312 (92.456) +2024-10-12 06:15:06,436 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 39311] [top5_cnt 47238] [top_all 50000] +2024-10-12 06:15:06,436 - net_E: 78.622 (94.476) +2024-10-12 06:15:06,570 - Max [top1: 74.312 (epoch: 170)] [top1-ema: 78.622 (epoch: 170)] +2024-10-12 06:15:06,570 - ==> Total time: 14:21:49 Eta: 10:59:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:15:18,823 - Train: 56.67% [212700/375300] [170.0/300.0] [batch_t 0.186 (0.242)] [data_t 0.009] [optim_t 0.177] [lr 0.001206] [CE 3.484 (3.504)] [KD 0.000 (0.000)] +2024-10-12 06:15:29,727 - Train: 56.69% [212750/375300] [170.1/300.0] [batch_t 0.229 (0.218)] [data_t 0.009] [optim_t 0.220] [lr 0.001205] [CE 3.487 (3.570)] [KD 0.000 (0.000)] +2024-10-12 06:15:41,376 - Train: 56.70% [212800/375300] [170.1/300.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.001205] [CE 3.566 (3.515)] [KD 0.000 (0.000)] +2024-10-12 06:15:52,971 - Train: 56.71% [212850/375300] [170.1/300.0] [batch_t 0.235 (0.232)] [data_t 0.009] [optim_t 0.226] [lr 0.001204] [CE 3.656 (3.551)] [KD 0.000 (0.000)] +2024-10-12 06:16:04,364 - Train: 56.73% [212900/375300] [170.2/300.0] [batch_t 0.187 (0.228)] [data_t 0.009] [optim_t 0.178] [lr 0.001203] [CE 3.280 (3.521)] [KD 0.000 (0.000)] +2024-10-12 06:16:15,839 - Train: 56.74% [212950/375300] [170.2/300.0] [batch_t 0.236 (0.229)] [data_t 0.009] [optim_t 0.227] [lr 0.001203] [CE 3.875 (3.509)] [KD 0.000 (0.000)] +2024-10-12 06:16:27,282 - Train: 56.75% [213000/375300] [170.3/300.0] [batch_t 0.217 (0.229)] [data_t 0.009] [optim_t 0.208] [lr 0.001202] [CE 3.422 (3.495)] [KD 0.000 (0.000)] +2024-10-12 06:16:38,792 - Train: 56.77% [213050/375300] [170.3/300.0] [batch_t 0.235 (0.230)] [data_t 0.009] [optim_t 0.227] [lr 0.001202] [CE 3.306 (3.546)] [KD 0.000 (0.000)] +2024-10-12 06:16:50,333 - Train: 56.78% [213100/375300] [170.3/300.0] [batch_t 0.209 (0.231)] [data_t 0.009] [optim_t 0.201] [lr 0.001201] [CE 3.402 (3.521)] [KD 0.000 (0.000)] +2024-10-12 06:17:01,904 - Train: 56.79% [213150/375300] [170.4/300.0] [batch_t 0.234 (0.231)] [data_t 0.009] [optim_t 0.225] [lr 0.001200] [CE 3.750 (3.523)] [KD 0.000 (0.000)] +2024-10-12 06:17:13,584 - Train: 56.81% [213200/375300] [170.4/300.0] [batch_t 0.185 (0.234)] [data_t 0.009] [optim_t 0.176] [lr 0.001200] [CE 3.622 (3.511)] [KD 0.000 (0.000)] +2024-10-12 06:17:25,124 - Train: 56.82% [213250/375300] [170.5/300.0] [batch_t 0.338 (0.231)] [data_t 0.009] [optim_t 0.330] [lr 0.001199] [CE 3.241 (3.554)] [KD 0.000 (0.000)] +2024-10-12 06:17:36,448 - Train: 56.83% [213300/375300] [170.5/300.0] [batch_t 0.208 (0.226)] [data_t 0.009] [optim_t 0.199] [lr 0.001199] [CE 3.183 (3.582)] [KD 0.000 (0.000)] +2024-10-12 06:17:47,955 - Train: 56.85% [213350/375300] [170.5/300.0] [batch_t 0.234 (0.230)] [data_t 0.009] [optim_t 0.225] [lr 0.001198] [CE 3.766 (3.562)] [KD 0.000 (0.000)] +2024-10-12 06:17:59,334 - Train: 56.86% [213400/375300] [170.6/300.0] [batch_t 0.230 (0.227)] [data_t 0.009] [optim_t 0.221] [lr 0.001197] [CE 3.539 (3.523)] [KD 0.000 (0.000)] +2024-10-12 06:18:10,769 - Train: 56.87% [213450/375300] [170.6/300.0] [batch_t 0.193 (0.229)] [data_t 0.009] [optim_t 0.185] [lr 0.001197] [CE 3.608 (3.555)] [KD 0.000 (0.000)] +2024-10-12 06:18:22,001 - Train: 56.89% [213500/375300] [170.7/300.0] [batch_t 0.186 (0.225)] [data_t 0.009] [optim_t 0.177] [lr 0.001196] [CE 3.595 (3.558)] [KD 0.000 (0.000)] +2024-10-12 06:18:34,111 - Train: 56.90% [213550/375300] [170.7/300.0] [batch_t 0.292 (0.242)] [data_t 0.009] [optim_t 0.283] [lr 0.001196] [CE 3.538 (3.560)] [KD 0.000 (0.000)] +2024-10-12 06:18:46,065 - Train: 56.91% [213600/375300] [170.7/300.0] [batch_t 0.216 (0.239)] [data_t 0.009] [optim_t 0.207] [lr 0.001195] [CE 3.878 (3.511)] [KD 0.000 (0.000)] +2024-10-12 06:18:57,744 - Train: 56.93% [213650/375300] [170.8/300.0] [batch_t 0.191 (0.233)] [data_t 0.009] [optim_t 0.183] [lr 0.001194] [CE 3.214 (3.491)] [KD 0.000 (0.000)] +2024-10-12 06:19:09,703 - Train: 56.94% [213700/375300] [170.8/300.0] [batch_t 0.248 (0.239)] [data_t 0.009] [optim_t 0.239] [lr 0.001194] [CE 3.222 (3.534)] [KD 0.000 (0.000)] +2024-10-12 06:19:21,508 - Train: 56.95% [213750/375300] [170.9/300.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.001193] [CE 3.467 (3.549)] [KD 0.000 (0.000)] +2024-10-12 06:19:33,291 - Train: 56.97% [213800/375300] [170.9/300.0] [batch_t 0.245 (0.236)] [data_t 0.009] [optim_t 0.236] [lr 0.001193] [CE 3.583 (3.554)] [KD 0.000 (0.000)] +2024-10-12 06:19:44,968 - Train: 56.98% [213850/375300] [170.9/300.0] [batch_t 0.186 (0.233)] [data_t 0.009] [optim_t 0.177] [lr 0.001192] [CE 3.321 (3.545)] [KD 0.000 (0.000)] +2024-10-12 06:19:56,318 - Train: 56.99% [213900/375300] [171.0/300.0] [batch_t 0.187 (0.227)] [data_t 0.010] [optim_t 0.177] [lr 0.001191] [CE 3.497 (3.581)] [KD 0.000 (0.000)] +2024-10-12 06:20:00,668 - ==> Total time: 14:26:43 Eta: 10:53:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:20:10,313 - Train: 57.01% [213950/375300] [171.0/300.0] [batch_t 0.185 (0.284)] [data_t 0.009] [optim_t 0.176] [lr 0.001191] [CE 3.342 (3.449)] [KD 0.000 (0.000)] +2024-10-12 06:20:22,607 - Train: 57.02% [214000/375300] [171.1/300.0] [batch_t 0.220 (0.246)] [data_t 0.009] [optim_t 0.211] [lr 0.001190] [CE 3.659 (3.570)] [KD 0.000 (0.000)] +2024-10-12 06:20:34,988 - Train: 57.03% [214050/375300] [171.1/300.0] [batch_t 0.213 (0.248)] [data_t 0.009] [optim_t 0.204] [lr 0.001190] [CE 3.762 (3.547)] [KD 0.000 (0.000)] +2024-10-12 06:20:46,842 - Train: 57.05% [214100/375300] [171.1/300.0] [batch_t 0.205 (0.237)] [data_t 0.009] [optim_t 0.196] [lr 0.001189] [CE 3.666 (3.515)] [KD 0.000 (0.000)] +2024-10-12 06:20:58,880 - Train: 57.06% [214150/375300] [171.2/300.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.001188] [CE 3.854 (3.465)] [KD 0.000 (0.000)] +2024-10-12 06:21:10,830 - Train: 57.07% [214200/375300] [171.2/300.0] [batch_t 0.263 (0.239)] [data_t 0.009] [optim_t 0.255] [lr 0.001188] [CE 3.532 (3.565)] [KD 0.000 (0.000)] +2024-10-12 06:21:22,900 - Train: 57.09% [214250/375300] [171.3/300.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.001187] [CE 3.509 (3.533)] [KD 0.000 (0.000)] +2024-10-12 06:21:34,541 - Train: 57.10% [214300/375300] [171.3/300.0] [batch_t 0.184 (0.233)] [data_t 0.009] [optim_t 0.175] [lr 0.001186] [CE 3.486 (3.509)] [KD 0.000 (0.000)] +2024-10-12 06:21:46,405 - Train: 57.11% [214350/375300] [171.3/300.0] [batch_t 0.193 (0.237)] [data_t 0.009] [optim_t 0.184] [lr 0.001186] [CE 3.376 (3.499)] [KD 0.000 (0.000)] +2024-10-12 06:21:57,962 - Train: 57.13% [214400/375300] [171.4/300.0] [batch_t 0.256 (0.231)] [data_t 0.082] [optim_t 0.174] [lr 0.001185] [CE 3.296 (3.593)] [KD 0.000 (0.000)] +2024-10-12 06:22:09,928 - Train: 57.14% [214450/375300] [171.4/300.0] [batch_t 0.279 (0.239)] [data_t 0.106] [optim_t 0.173] [lr 0.001185] [CE 3.365 (3.538)] [KD 0.000 (0.000)] +2024-10-12 06:22:21,804 - Train: 57.15% [214500/375300] [171.5/300.0] [batch_t 0.216 (0.237)] [data_t 0.041] [optim_t 0.174] [lr 0.001184] [CE 3.267 (3.533)] [KD 0.000 (0.000)] +2024-10-12 06:22:33,796 - Train: 57.17% [214550/375300] [171.5/300.0] [batch_t 0.272 (0.240)] [data_t 0.096] [optim_t 0.177] [lr 0.001183] [CE 3.376 (3.555)] [KD 0.000 (0.000)] +2024-10-12 06:22:45,637 - Train: 57.18% [214600/375300] [171.5/300.0] [batch_t 0.219 (0.237)] [data_t 0.045] [optim_t 0.174] [lr 0.001183] [CE 3.472 (3.559)] [KD 0.000 (0.000)] +2024-10-12 06:22:57,590 - Train: 57.19% [214650/375300] [171.6/300.0] [batch_t 0.271 (0.239)] [data_t 0.097] [optim_t 0.174] [lr 0.001182] [CE 3.309 (3.512)] [KD 0.000 (0.000)] +2024-10-12 06:23:09,240 - Train: 57.21% [214700/375300] [171.6/300.0] [batch_t 0.229 (0.233)] [data_t 0.055] [optim_t 0.174] [lr 0.001182] [CE 3.370 (3.528)] [KD 0.000 (0.000)] +2024-10-12 06:23:20,992 - Train: 57.22% [214750/375300] [171.7/300.0] [batch_t 0.190 (0.235)] [data_t 0.009] [optim_t 0.182] [lr 0.001181] [CE 3.468 (3.538)] [KD 0.000 (0.000)] +2024-10-12 06:23:32,722 - Train: 57.23% [214800/375300] [171.7/300.0] [batch_t 0.262 (0.234)] [data_t 0.080] [optim_t 0.182] [lr 0.001180] [CE 3.389 (3.559)] [KD 0.000 (0.000)] +2024-10-12 06:23:43,982 - Train: 57.25% [214850/375300] [171.7/300.0] [batch_t 0.221 (0.225)] [data_t 0.046] [optim_t 0.175] [lr 0.001180] [CE 3.388 (3.568)] [KD 0.000 (0.000)] +2024-10-12 06:23:55,377 - Train: 57.26% [214900/375300] [171.8/300.0] [batch_t 0.233 (0.228)] [data_t 0.060] [optim_t 0.173] [lr 0.001179] [CE 3.416 (3.498)] [KD 0.000 (0.000)] +2024-10-12 06:24:07,314 - Train: 57.27% [214950/375300] [171.8/300.0] [batch_t 0.303 (0.239)] [data_t 0.009] [optim_t 0.294] [lr 0.001179] [CE 3.957 (3.549)] [KD 0.000 (0.000)] +2024-10-12 06:24:19,528 - Train: 57.29% [215000/375300] [171.9/300.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.001178] [CE 3.633 (3.554)] [KD 0.000 (0.000)] +2024-10-12 06:24:31,644 - Train: 57.30% [215050/375300] [171.9/300.0] [batch_t 0.183 (0.242)] [data_t 0.009] [optim_t 0.174] [lr 0.001177] [CE 3.851 (3.554)] [KD 0.000 (0.000)] +2024-10-12 06:24:43,547 - Train: 57.31% [215100/375300] [171.9/300.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.001177] [CE 3.319 (3.544)] [KD 0.000 (0.000)] +2024-10-12 06:24:55,370 - Train: 57.33% [215150/375300] [172.0/300.0] [batch_t 0.193 (0.236)] [data_t 0.009] [optim_t 0.184] [lr 0.001176] [CE 3.300 (3.534)] [KD 0.000 (0.000)] +2024-10-12 06:24:59,911 - ==> Total time: 14:31:42 Eta: 10:48:42 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:25:09,649 - Train: 57.34% [215200/375300] [172.0/300.0] [batch_t 0.351 (0.300)] [data_t 0.009] [optim_t 0.342] [lr 0.001176] [CE 3.607 (3.527)] [KD 0.000 (0.000)] +2024-10-12 06:25:22,649 - Train: 57.35% [215250/375300] [172.1/300.0] [batch_t 0.265 (0.260)] [data_t 0.009] [optim_t 0.257] [lr 0.001175] [CE 3.764 (3.483)] [KD 0.000 (0.000)] +2024-10-12 06:25:34,957 - Train: 57.37% [215300/375300] [172.1/300.0] [batch_t 0.269 (0.246)] [data_t 0.009] [optim_t 0.260] [lr 0.001174] [CE 3.535 (3.490)] [KD 0.000 (0.000)] +2024-10-12 06:25:47,149 - Train: 57.38% [215350/375300] [172.1/300.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.001174] [CE 3.256 (3.510)] [KD 0.000 (0.000)] +2024-10-12 06:25:59,257 - Train: 57.39% [215400/375300] [172.2/300.0] [batch_t 0.247 (0.242)] [data_t 0.009] [optim_t 0.238] [lr 0.001173] [CE 3.369 (3.518)] [KD 0.000 (0.000)] +2024-10-12 06:26:11,436 - Train: 57.41% [215450/375300] [172.2/300.0] [batch_t 0.277 (0.243)] [data_t 0.009] [optim_t 0.268] [lr 0.001173] [CE 3.540 (3.533)] [KD 0.000 (0.000)] +2024-10-12 06:26:23,529 - Train: 57.42% [215500/375300] [172.3/300.0] [batch_t 0.279 (0.242)] [data_t 0.009] [optim_t 0.270] [lr 0.001172] [CE 3.819 (3.556)] [KD 0.000 (0.000)] +2024-10-12 06:26:35,815 - Train: 57.43% [215550/375300] [172.3/300.0] [batch_t 0.181 (0.246)] [data_t 0.009] [optim_t 0.172] [lr 0.001171] [CE 3.351 (3.500)] [KD 0.000 (0.000)] +2024-10-12 06:26:47,967 - Train: 57.45% [215600/375300] [172.3/300.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.242] [lr 0.001171] [CE 3.400 (3.488)] [KD 0.000 (0.000)] +2024-10-12 06:27:00,261 - Train: 57.46% [215650/375300] [172.4/300.0] [batch_t 0.272 (0.246)] [data_t 0.009] [optim_t 0.263] [lr 0.001170] [CE 3.483 (3.509)] [KD 0.000 (0.000)] +2024-10-12 06:27:12,257 - Train: 57.47% [215700/375300] [172.4/300.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.001170] [CE 3.303 (3.523)] [KD 0.000 (0.000)] +2024-10-12 06:27:24,269 - Train: 57.49% [215750/375300] [172.5/300.0] [batch_t 0.279 (0.240)] [data_t 0.009] [optim_t 0.270] [lr 0.001169] [CE 3.155 (3.485)] [KD 0.000 (0.000)] +2024-10-12 06:27:35,740 - Train: 57.50% [215800/375300] [172.5/300.0] [batch_t 0.248 (0.229)] [data_t 0.009] [optim_t 0.239] [lr 0.001168] [CE 3.725 (3.534)] [KD 0.000 (0.000)] +2024-10-12 06:27:47,514 - Train: 57.51% [215850/375300] [172.5/300.0] [batch_t 0.191 (0.235)] [data_t 0.009] [optim_t 0.183] [lr 0.001168] [CE 3.425 (3.540)] [KD 0.000 (0.000)] +2024-10-12 06:27:59,025 - Train: 57.53% [215900/375300] [172.6/300.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.221] [lr 0.001167] [CE 3.645 (3.497)] [KD 0.000 (0.000)] +2024-10-12 06:28:10,854 - Train: 57.54% [215950/375300] [172.6/300.0] [batch_t 0.325 (0.236)] [data_t 0.083] [optim_t 0.242] [lr 0.001167] [CE 3.315 (3.475)] [KD 0.000 (0.000)] +2024-10-12 06:28:23,010 - Train: 57.55% [216000/375300] [172.7/300.0] [batch_t 0.272 (0.243)] [data_t 0.100] [optim_t 0.173] [lr 0.001166] [CE 3.439 (3.532)] [KD 0.000 (0.000)] +2024-10-12 06:28:35,062 - Train: 57.57% [216050/375300] [172.7/300.0] [batch_t 0.258 (0.241)] [data_t 0.084] [optim_t 0.174] [lr 0.001165] [CE 3.603 (3.539)] [KD 0.000 (0.000)] +2024-10-12 06:28:47,174 - Train: 57.58% [216100/375300] [172.7/300.0] [batch_t 0.214 (0.242)] [data_t 0.039] [optim_t 0.174] [lr 0.001165] [CE 3.621 (3.504)] [KD 0.000 (0.000)] +2024-10-12 06:28:58,983 - Train: 57.59% [216150/375300] [172.8/300.0] [batch_t 0.226 (0.236)] [data_t 0.055] [optim_t 0.172] [lr 0.001164] [CE 3.351 (3.521)] [KD 0.000 (0.000)] +2024-10-12 06:29:11,233 - Train: 57.61% [216200/375300] [172.8/300.0] [batch_t 0.243 (0.245)] [data_t 0.065] [optim_t 0.178] [lr 0.001163] [CE 3.657 (3.526)] [KD 0.000 (0.000)] +2024-10-12 06:29:23,102 - Train: 57.62% [216250/375300] [172.9/300.0] [batch_t 0.221 (0.237)] [data_t 0.044] [optim_t 0.177] [lr 0.001163] [CE 3.613 (3.489)] [KD 0.000 (0.000)] +2024-10-12 06:29:34,603 - Train: 57.63% [216300/375300] [172.9/300.0] [batch_t 0.201 (0.230)] [data_t 0.023] [optim_t 0.177] [lr 0.001162] [CE 3.873 (3.543)] [KD 0.000 (0.000)] +2024-10-12 06:29:46,469 - Train: 57.65% [216350/375300] [172.9/300.0] [batch_t 0.232 (0.237)] [data_t 0.056] [optim_t 0.176] [lr 0.001162] [CE 3.491 (3.523)] [KD 0.000 (0.000)] +2024-10-12 06:29:57,862 - Train: 57.66% [216400/375300] [173.0/300.0] [batch_t 0.262 (0.228)] [data_t 0.085] [optim_t 0.177] [lr 0.001161] [CE 3.319 (3.537)] [KD 0.000 (0.000)] +2024-10-12 06:30:02,933 - ==> Total time: 14:36:45 Eta: 10:43:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:30:13,782 - Train: 57.67% [216450/375300] [173.0/300.0] [batch_t 0.186 (0.242)] [data_t 0.009] [optim_t 0.177] [lr 0.001160] [CE 3.826 (3.481)] [KD 0.000 (0.000)] +2024-10-12 06:30:24,851 - Train: 57.69% [216500/375300] [173.1/300.0] [batch_t 0.240 (0.221)] [data_t 0.009] [optim_t 0.231] [lr 0.001160] [CE 3.340 (3.485)] [KD 0.000 (0.000)] +2024-10-12 06:30:37,039 - Train: 57.70% [216550/375300] [173.1/300.0] [batch_t 0.262 (0.244)] [data_t 0.009] [optim_t 0.253] [lr 0.001159] [CE 3.470 (3.501)] [KD 0.000 (0.000)] +2024-10-12 06:30:49,535 - Train: 57.71% [216600/375300] [173.1/300.0] [batch_t 0.258 (0.250)] [data_t 0.009] [optim_t 0.249] [lr 0.001159] [CE 3.648 (3.510)] [KD 0.000 (0.000)] +2024-10-12 06:31:01,501 - Train: 57.73% [216650/375300] [173.2/300.0] [batch_t 0.196 (0.239)] [data_t 0.009] [optim_t 0.187] [lr 0.001158] [CE 3.540 (3.469)] [KD 0.000 (0.000)] +2024-10-12 06:31:13,347 - Train: 57.74% [216700/375300] [173.2/300.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.229] [lr 0.001157] [CE 3.854 (3.517)] [KD 0.000 (0.000)] +2024-10-12 06:31:25,286 - Train: 57.75% [216750/375300] [173.3/300.0] [batch_t 0.256 (0.239)] [data_t 0.009] [optim_t 0.247] [lr 0.001157] [CE 3.613 (3.492)] [KD 0.000 (0.000)] +2024-10-12 06:31:37,356 - Train: 57.77% [216800/375300] [173.3/300.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.001156] [CE 3.545 (3.466)] [KD 0.000 (0.000)] +2024-10-12 06:31:48,988 - Train: 57.78% [216850/375300] [173.3/300.0] [batch_t 0.258 (0.232)] [data_t 0.009] [optim_t 0.249] [lr 0.001156] [CE 3.321 (3.515)] [KD 0.000 (0.000)] +2024-10-12 06:32:00,760 - Train: 57.79% [216900/375300] [173.4/300.0] [batch_t 0.457 (0.235)] [data_t 0.009] [optim_t 0.448] [lr 0.001155] [CE 3.446 (3.540)] [KD 0.000 (0.000)] +2024-10-12 06:32:12,511 - Train: 57.81% [216950/375300] [173.4/300.0] [batch_t 0.251 (0.235)] [data_t 0.009] [optim_t 0.242] [lr 0.001154] [CE 3.628 (3.520)] [KD 0.000 (0.000)] +2024-10-12 06:32:24,755 - Train: 57.82% [217000/375300] [173.5/300.0] [batch_t 0.256 (0.245)] [data_t 0.079] [optim_t 0.176] [lr 0.001154] [CE 3.709 (3.534)] [KD 0.000 (0.000)] +2024-10-12 06:32:35,943 - Train: 57.83% [217050/375300] [173.5/300.0] [batch_t 0.231 (0.224)] [data_t 0.053] [optim_t 0.178] [lr 0.001153] [CE 3.630 (3.581)] [KD 0.000 (0.000)] +2024-10-12 06:32:47,623 - Train: 57.85% [217100/375300] [173.5/300.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.001153] [CE 3.665 (3.518)] [KD 0.000 (0.000)] +2024-10-12 06:32:59,415 - Train: 57.86% [217150/375300] [173.6/300.0] [batch_t 0.231 (0.236)] [data_t 0.009] [optim_t 0.222] [lr 0.001152] [CE 3.476 (3.535)] [KD 0.000 (0.000)] +2024-10-12 06:33:11,029 - Train: 57.87% [217200/375300] [173.6/300.0] [batch_t 0.198 (0.232)] [data_t 0.009] [optim_t 0.189] [lr 0.001151] [CE 3.108 (3.526)] [KD 0.000 (0.000)] +2024-10-12 06:33:23,162 - Train: 57.89% [217250/375300] [173.7/300.0] [batch_t 0.189 (0.243)] [data_t 0.009] [optim_t 0.180] [lr 0.001151] [CE 3.305 (3.526)] [KD 0.000 (0.000)] +2024-10-12 06:33:35,084 - Train: 57.90% [217300/375300] [173.7/300.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.001150] [CE 3.372 (3.526)] [KD 0.000 (0.000)] +2024-10-12 06:33:46,884 - Train: 57.91% [217350/375300] [173.7/300.0] [batch_t 0.267 (0.236)] [data_t 0.009] [optim_t 0.258] [lr 0.001150] [CE 3.266 (3.527)] [KD 0.000 (0.000)] +2024-10-12 06:33:58,782 - Train: 57.93% [217400/375300] [173.8/300.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.001149] [CE 3.254 (3.491)] [KD 0.000 (0.000)] +2024-10-12 06:34:10,554 - Train: 57.94% [217450/375300] [173.8/300.0] [batch_t 0.276 (0.235)] [data_t 0.009] [optim_t 0.267] [lr 0.001148] [CE 3.690 (3.564)] [KD 0.000 (0.000)] +2024-10-12 06:34:23,149 - Train: 57.95% [217500/375300] [173.9/300.0] [batch_t 0.312 (0.252)] [data_t 0.009] [optim_t 0.303] [lr 0.001148] [CE 3.478 (3.490)] [KD 0.000 (0.000)] +2024-10-12 06:34:35,146 - Train: 57.97% [217550/375300] [173.9/300.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.001147] [CE 3.843 (3.518)] [KD 0.000 (0.000)] +2024-10-12 06:34:47,086 - Train: 57.98% [217600/375300] [173.9/300.0] [batch_t 0.264 (0.239)] [data_t 0.009] [optim_t 0.255] [lr 0.001147] [CE 3.573 (3.540)] [KD 0.000 (0.000)] +2024-10-12 06:34:59,245 - Train: 57.99% [217650/375300] [174.0/300.0] [batch_t 0.320 (0.243)] [data_t 0.009] [optim_t 0.311] [lr 0.001146] [CE 3.215 (3.550)] [KD 0.000 (0.000)] +2024-10-12 06:35:04,306 - ==> Total time: 14:41:47 Eta: 10:38:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:35:13,554 - Train: 58.01% [217700/375300] [174.0/300.0] [batch_t 0.187 (0.297)] [data_t 0.009] [optim_t 0.178] [lr 0.001145] [CE 3.828 (3.529)] [KD 0.000 (0.000)] +2024-10-12 06:35:25,673 - Train: 58.02% [217750/375300] [174.1/300.0] [batch_t 0.233 (0.242)] [data_t 0.009] [optim_t 0.224] [lr 0.001145] [CE 3.125 (3.533)] [KD 0.000 (0.000)] +2024-10-12 06:35:37,827 - Train: 58.03% [217800/375300] [174.1/300.0] [batch_t 0.249 (0.243)] [data_t 0.074] [optim_t 0.175] [lr 0.001144] [CE 3.327 (3.506)] [KD 0.000 (0.000)] +2024-10-12 06:35:49,699 - Train: 58.05% [217850/375300] [174.1/300.0] [batch_t 0.202 (0.237)] [data_t 0.009] [optim_t 0.194] [lr 0.001144] [CE 3.311 (3.501)] [KD 0.000 (0.000)] +2024-10-12 06:36:01,821 - Train: 58.06% [217900/375300] [174.2/300.0] [batch_t 0.235 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.001143] [CE 3.441 (3.482)] [KD 0.000 (0.000)] +2024-10-12 06:36:13,993 - Train: 58.07% [217950/375300] [174.2/300.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.001142] [CE 3.374 (3.543)] [KD 0.000 (0.000)] +2024-10-12 06:36:26,337 - Train: 58.09% [218000/375300] [174.3/300.0] [batch_t 0.231 (0.247)] [data_t 0.009] [optim_t 0.222] [lr 0.001142] [CE 3.282 (3.497)] [KD 0.000 (0.000)] +2024-10-12 06:36:38,407 - Train: 58.10% [218050/375300] [174.3/300.0] [batch_t 0.278 (0.241)] [data_t 0.009] [optim_t 0.269] [lr 0.001141] [CE 3.577 (3.427)] [KD 0.000 (0.000)] +2024-10-12 06:36:50,679 - Train: 58.11% [218100/375300] [174.3/300.0] [batch_t 0.234 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.001141] [CE 3.461 (3.472)] [KD 0.000 (0.000)] +2024-10-12 06:37:01,817 - Train: 58.13% [218150/375300] [174.4/300.0] [batch_t 0.194 (0.223)] [data_t 0.009] [optim_t 0.185] [lr 0.001140] [CE 4.009 (3.556)] [KD 0.000 (0.000)] +2024-10-12 06:37:13,229 - Train: 58.14% [218200/375300] [174.4/300.0] [batch_t 0.227 (0.228)] [data_t 0.009] [optim_t 0.218] [lr 0.001139] [CE 3.555 (3.487)] [KD 0.000 (0.000)] +2024-10-12 06:37:25,184 - Train: 58.15% [218250/375300] [174.5/300.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.001139] [CE 3.813 (3.529)] [KD 0.000 (0.000)] +2024-10-12 06:37:36,746 - Train: 58.17% [218300/375300] [174.5/300.0] [batch_t 0.206 (0.231)] [data_t 0.009] [optim_t 0.197] [lr 0.001138] [CE 3.463 (3.567)] [KD 0.000 (0.000)] +2024-10-12 06:37:48,629 - Train: 58.18% [218350/375300] [174.5/300.0] [batch_t 0.239 (0.238)] [data_t 0.063] [optim_t 0.176] [lr 0.001138] [CE 3.035 (3.501)] [KD 0.000 (0.000)] +2024-10-12 06:38:00,448 - Train: 58.19% [218400/375300] [174.6/300.0] [batch_t 0.183 (0.236)] [data_t 0.009] [optim_t 0.174] [lr 0.001137] [CE 3.429 (3.523)] [KD 0.000 (0.000)] +2024-10-12 06:38:11,871 - Train: 58.21% [218450/375300] [174.6/300.0] [batch_t 0.189 (0.228)] [data_t 0.009] [optim_t 0.181] [lr 0.001136] [CE 3.295 (3.495)] [KD 0.000 (0.000)] +2024-10-12 06:38:23,505 - Train: 58.22% [218500/375300] [174.7/300.0] [batch_t 0.242 (0.233)] [data_t 0.067] [optim_t 0.175] [lr 0.001136] [CE 3.626 (3.534)] [KD 0.000 (0.000)] +2024-10-12 06:38:35,178 - Train: 58.23% [218550/375300] [174.7/300.0] [batch_t 0.228 (0.233)] [data_t 0.053] [optim_t 0.175] [lr 0.001135] [CE 3.671 (3.515)] [KD 0.000 (0.000)] +2024-10-12 06:38:46,974 - Train: 58.25% [218600/375300] [174.7/300.0] [batch_t 0.210 (0.236)] [data_t 0.009] [optim_t 0.202] [lr 0.001135] [CE 3.462 (3.524)] [KD 0.000 (0.000)] +2024-10-12 06:38:58,661 - Train: 58.26% [218650/375300] [174.8/300.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.001134] [CE 3.486 (3.472)] [KD 0.000 (0.000)] +2024-10-12 06:39:10,364 - Train: 58.27% [218700/375300] [174.8/300.0] [batch_t 0.353 (0.234)] [data_t 0.009] [optim_t 0.344] [lr 0.001133] [CE 3.524 (3.590)] [KD 0.000 (0.000)] +2024-10-12 06:39:21,957 - Train: 58.29% [218750/375300] [174.9/300.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.001133] [CE 3.502 (3.568)] [KD 0.000 (0.000)] +2024-10-12 06:39:33,521 - Train: 58.30% [218800/375300] [174.9/300.0] [batch_t 0.183 (0.231)] [data_t 0.009] [optim_t 0.174] [lr 0.001132] [CE 3.599 (3.527)] [KD 0.000 (0.000)] +2024-10-12 06:39:45,236 - Train: 58.31% [218850/375300] [174.9/300.0] [batch_t 0.251 (0.234)] [data_t 0.009] [optim_t 0.242] [lr 0.001132] [CE 3.578 (3.517)] [KD 0.000 (0.000)] +2024-10-12 06:39:56,810 - Train: 58.33% [218900/375300] [175.0/300.0] [batch_t 0.246 (0.231)] [data_t 0.009] [optim_t 0.237] [lr 0.001131] [CE 3.361 (3.501)] [KD 0.000 (0.000)] +2024-10-12 06:40:14,282 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 37003] [top5_cnt 46160] [top_all 50000] +2024-10-12 06:40:14,282 - net: 74.006 (92.320) +2024-10-12 06:40:26,620 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39387] [top5_cnt 47302] [top_all 50000] +2024-10-12 06:40:26,621 - net_E: 78.774 (94.604) +2024-10-12 06:40:26,773 - Max [top1: 74.312 (epoch: 170)] [top1-ema: 78.774 (epoch: 175)] +2024-10-12 06:40:26,774 - ==> Total time: 14:47:09 Eta: 10:33:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:40:37,061 - Train: 58.34% [218950/375300] [175.0/300.0] [batch_t 0.527 (0.249)] [data_t 0.354] [optim_t 0.174] [lr 0.001130] [CE 3.721 (3.522)] [KD 0.000 (0.000)] +2024-10-12 06:40:48,471 - Train: 58.35% [219000/375300] [175.1/300.0] [batch_t 0.224 (0.228)] [data_t 0.009] [optim_t 0.216] [lr 0.001130] [CE 3.367 (3.463)] [KD 0.000 (0.000)] +2024-10-12 06:41:00,572 - Train: 58.37% [219050/375300] [175.1/300.0] [batch_t 0.223 (0.242)] [data_t 0.009] [optim_t 0.214] [lr 0.001129] [CE 3.590 (3.496)] [KD 0.000 (0.000)] +2024-10-12 06:41:12,006 - Train: 58.38% [219100/375300] [175.1/300.0] [batch_t 0.184 (0.229)] [data_t 0.009] [optim_t 0.175] [lr 0.001129] [CE 3.560 (3.471)] [KD 0.000 (0.000)] +2024-10-12 06:41:23,352 - Train: 58.39% [219150/375300] [175.2/300.0] [batch_t 0.184 (0.227)] [data_t 0.009] [optim_t 0.175] [lr 0.001128] [CE 3.291 (3.528)] [KD 0.000 (0.000)] +2024-10-12 06:41:35,054 - Train: 58.41% [219200/375300] [175.2/300.0] [batch_t 0.222 (0.234)] [data_t 0.009] [optim_t 0.213] [lr 0.001127] [CE 3.817 (3.510)] [KD 0.000 (0.000)] +2024-10-12 06:41:46,617 - Train: 58.42% [219250/375300] [175.3/300.0] [batch_t 0.235 (0.231)] [data_t 0.009] [optim_t 0.226] [lr 0.001127] [CE 3.352 (3.501)] [KD 0.000 (0.000)] +2024-10-12 06:41:58,239 - Train: 58.43% [219300/375300] [175.3/300.0] [batch_t 0.188 (0.232)] [data_t 0.009] [optim_t 0.179] [lr 0.001126] [CE 3.190 (3.527)] [KD 0.000 (0.000)] +2024-10-12 06:42:09,943 - Train: 58.45% [219350/375300] [175.3/300.0] [batch_t 0.264 (0.234)] [data_t 0.009] [optim_t 0.255] [lr 0.001126] [CE 3.644 (3.574)] [KD 0.000 (0.000)] +2024-10-12 06:42:21,574 - Train: 58.46% [219400/375300] [175.4/300.0] [batch_t 0.186 (0.232)] [data_t 0.009] [optim_t 0.177] [lr 0.001125] [CE 3.675 (3.540)] [KD 0.000 (0.000)] +2024-10-12 06:42:33,065 - Train: 58.47% [219450/375300] [175.4/300.0] [batch_t 0.214 (0.230)] [data_t 0.009] [optim_t 0.205] [lr 0.001124] [CE 3.586 (3.497)] [KD 0.000 (0.000)] +2024-10-12 06:42:44,674 - Train: 58.49% [219500/375300] [175.5/300.0] [batch_t 0.223 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.001124] [CE 3.494 (3.516)] [KD 0.000 (0.000)] +2024-10-12 06:42:56,252 - Train: 58.50% [219550/375300] [175.5/300.0] [batch_t 0.212 (0.231)] [data_t 0.009] [optim_t 0.203] [lr 0.001123] [CE 3.266 (3.476)] [KD 0.000 (0.000)] +2024-10-12 06:43:07,783 - Train: 58.51% [219600/375300] [175.5/300.0] [batch_t 0.260 (0.231)] [data_t 0.009] [optim_t 0.251] [lr 0.001123] [CE 3.381 (3.525)] [KD 0.000 (0.000)] +2024-10-12 06:43:19,651 - Train: 58.53% [219650/375300] [175.6/300.0] [batch_t 0.258 (0.237)] [data_t 0.081] [optim_t 0.177] [lr 0.001122] [CE 3.393 (3.495)] [KD 0.000 (0.000)] +2024-10-12 06:43:31,433 - Train: 58.54% [219700/375300] [175.6/300.0] [batch_t 0.255 (0.236)] [data_t 0.081] [optim_t 0.174] [lr 0.001121] [CE 3.310 (3.515)] [KD 0.000 (0.000)] +2024-10-12 06:43:43,257 - Train: 58.55% [219750/375300] [175.7/300.0] [batch_t 0.243 (0.236)] [data_t 0.067] [optim_t 0.176] [lr 0.001121] [CE 3.318 (3.493)] [KD 0.000 (0.000)] +2024-10-12 06:43:54,969 - Train: 58.57% [219800/375300] [175.7/300.0] [batch_t 0.223 (0.234)] [data_t 0.044] [optim_t 0.179] [lr 0.001120] [CE 3.401 (3.520)] [KD 0.000 (0.000)] +2024-10-12 06:44:06,836 - Train: 58.58% [219850/375300] [175.7/300.0] [batch_t 0.213 (0.237)] [data_t 0.038] [optim_t 0.175] [lr 0.001120] [CE 3.396 (3.473)] [KD 0.000 (0.000)] +2024-10-12 06:44:18,529 - Train: 58.59% [219900/375300] [175.8/300.0] [batch_t 0.222 (0.234)] [data_t 0.049] [optim_t 0.174] [lr 0.001119] [CE 3.382 (3.561)] [KD 0.000 (0.000)] +2024-10-12 06:44:30,380 - Train: 58.61% [219950/375300] [175.8/300.0] [batch_t 0.254 (0.237)] [data_t 0.078] [optim_t 0.176] [lr 0.001118] [CE 3.604 (3.542)] [KD 0.000 (0.000)] +2024-10-12 06:44:42,345 - Train: 58.62% [220000/375300] [175.9/300.0] [batch_t 0.261 (0.239)] [data_t 0.088] [optim_t 0.174] [lr 0.001118] [CE 3.500 (3.516)] [KD 0.000 (0.000)] +2024-10-12 06:44:54,276 - Train: 58.63% [220050/375300] [175.9/300.0] [batch_t 0.223 (0.239)] [data_t 0.048] [optim_t 0.175] [lr 0.001117] [CE 3.698 (3.515)] [KD 0.000 (0.000)] +2024-10-12 06:45:05,817 - Train: 58.65% [220100/375300] [175.9/300.0] [batch_t 0.235 (0.231)] [data_t 0.058] [optim_t 0.176] [lr 0.001117] [CE 3.162 (3.565)] [KD 0.000 (0.000)] +2024-10-12 06:45:17,291 - Train: 58.66% [220150/375300] [176.0/300.0] [batch_t 0.188 (0.229)] [data_t 0.009] [optim_t 0.179] [lr 0.001116] [CE 3.389 (3.549)] [KD 0.000 (0.000)] +2024-10-12 06:45:22,568 - ==> Total time: 14:52:05 Eta: 10:28:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:45:30,884 - Train: 58.67% [220200/375300] [176.0/300.0] [batch_t 0.187 (0.290)] [data_t 0.009] [optim_t 0.178] [lr 0.001115] [CE 3.657 (3.547)] [KD 0.000 (0.000)] +2024-10-12 06:45:42,642 - Train: 58.69% [220250/375300] [176.1/300.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.001115] [CE 3.789 (3.518)] [KD 0.000 (0.000)] +2024-10-12 06:45:54,437 - Train: 58.70% [220300/375300] [176.1/300.0] [batch_t 0.269 (0.236)] [data_t 0.009] [optim_t 0.260] [lr 0.001114] [CE 3.384 (3.466)] [KD 0.000 (0.000)] +2024-10-12 06:46:06,336 - Train: 58.71% [220350/375300] [176.1/300.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.001114] [CE 3.225 (3.511)] [KD 0.000 (0.000)] +2024-10-12 06:46:18,366 - Train: 58.73% [220400/375300] [176.2/300.0] [batch_t 0.287 (0.241)] [data_t 0.009] [optim_t 0.278] [lr 0.001113] [CE 3.636 (3.530)] [KD 0.000 (0.000)] +2024-10-12 06:46:30,456 - Train: 58.74% [220450/375300] [176.2/300.0] [batch_t 0.269 (0.242)] [data_t 0.009] [optim_t 0.260] [lr 0.001112] [CE 3.532 (3.443)] [KD 0.000 (0.000)] +2024-10-12 06:46:42,527 - Train: 58.75% [220500/375300] [176.3/300.0] [batch_t 0.453 (0.241)] [data_t 0.009] [optim_t 0.444] [lr 0.001112] [CE 3.792 (3.493)] [KD 0.000 (0.000)] +2024-10-12 06:46:54,364 - Train: 58.77% [220550/375300] [176.3/300.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.001111] [CE 3.478 (3.526)] [KD 0.000 (0.000)] +2024-10-12 06:47:06,426 - Train: 58.78% [220600/375300] [176.3/300.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.001111] [CE 3.584 (3.480)] [KD 0.000 (0.000)] +2024-10-12 06:47:18,781 - Train: 58.79% [220650/375300] [176.4/300.0] [batch_t 0.185 (0.247)] [data_t 0.009] [optim_t 0.176] [lr 0.001110] [CE 3.766 (3.566)] [KD 0.000 (0.000)] +2024-10-12 06:47:30,836 - Train: 58.81% [220700/375300] [176.4/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.179] [lr 0.001109] [CE 3.734 (3.544)] [KD 0.000 (0.000)] +2024-10-12 06:47:42,990 - Train: 58.82% [220750/375300] [176.5/300.0] [batch_t 0.264 (0.243)] [data_t 0.009] [optim_t 0.255] [lr 0.001109] [CE 3.705 (3.482)] [KD 0.000 (0.000)] +2024-10-12 06:47:55,066 - Train: 58.83% [220800/375300] [176.5/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.179] [lr 0.001108] [CE 3.560 (3.539)] [KD 0.000 (0.000)] +2024-10-12 06:48:07,261 - Train: 58.85% [220850/375300] [176.5/300.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.001108] [CE 3.643 (3.540)] [KD 0.000 (0.000)] +2024-10-12 06:48:19,299 - Train: 58.86% [220900/375300] [176.6/300.0] [batch_t 0.252 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.001107] [CE 3.094 (3.480)] [KD 0.000 (0.000)] +2024-10-12 06:48:31,384 - Train: 58.87% [220950/375300] [176.6/300.0] [batch_t 0.262 (0.242)] [data_t 0.009] [optim_t 0.253] [lr 0.001106] [CE 3.257 (3.475)] [KD 0.000 (0.000)] +2024-10-12 06:48:43,566 - Train: 58.89% [221000/375300] [176.7/300.0] [batch_t 0.248 (0.244)] [data_t 0.009] [optim_t 0.239] [lr 0.001106] [CE 3.709 (3.533)] [KD 0.000 (0.000)] +2024-10-12 06:48:55,553 - Train: 58.90% [221050/375300] [176.7/300.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.001105] [CE 3.686 (3.499)] [KD 0.000 (0.000)] +2024-10-12 06:49:07,765 - Train: 58.91% [221100/375300] [176.7/300.0] [batch_t 0.194 (0.244)] [data_t 0.009] [optim_t 0.185] [lr 0.001105] [CE 3.218 (3.488)] [KD 0.000 (0.000)] +2024-10-12 06:49:19,934 - Train: 58.93% [221150/375300] [176.8/300.0] [batch_t 0.255 (0.243)] [data_t 0.009] [optim_t 0.246] [lr 0.001104] [CE 3.623 (3.545)] [KD 0.000 (0.000)] +2024-10-12 06:49:32,097 - Train: 58.94% [221200/375300] [176.8/300.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.001103] [CE 3.481 (3.445)] [KD 0.000 (0.000)] +2024-10-12 06:49:44,266 - Train: 58.95% [221250/375300] [176.9/300.0] [batch_t 0.278 (0.243)] [data_t 0.009] [optim_t 0.269] [lr 0.001103] [CE 3.561 (3.526)] [KD 0.000 (0.000)] +2024-10-12 06:49:56,482 - Train: 58.97% [221300/375300] [176.9/300.0] [batch_t 0.252 (0.244)] [data_t 0.009] [optim_t 0.243] [lr 0.001102] [CE 3.415 (3.514)] [KD 0.000 (0.000)] +2024-10-12 06:50:08,625 - Train: 58.98% [221350/375300] [176.9/300.0] [batch_t 0.275 (0.243)] [data_t 0.009] [optim_t 0.266] [lr 0.001102] [CE 3.349 (3.448)] [KD 0.000 (0.000)] +2024-10-12 06:50:20,622 - Train: 58.99% [221400/375300] [177.0/300.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.225] [lr 0.001101] [CE 3.514 (3.489)] [KD 0.000 (0.000)] +2024-10-12 06:50:26,324 - ==> Total time: 14:57:09 Eta: 10:23:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:50:34,968 - Train: 59.01% [221450/375300] [177.0/300.0] [batch_t 0.186 (0.318)] [data_t 0.009] [optim_t 0.177] [lr 0.001100] [CE 3.558 (3.445)] [KD 0.000 (0.000)] +2024-10-12 06:50:46,660 - Train: 59.02% [221500/375300] [177.1/300.0] [batch_t 0.273 (0.234)] [data_t 0.009] [optim_t 0.265] [lr 0.001100] [CE 3.529 (3.440)] [KD 0.000 (0.000)] +2024-10-12 06:50:58,507 - Train: 59.03% [221550/375300] [177.1/300.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.001099] [CE 3.906 (3.512)] [KD 0.000 (0.000)] +2024-10-12 06:51:10,460 - Train: 59.05% [221600/375300] [177.1/300.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.001099] [CE 3.079 (3.505)] [KD 0.000 (0.000)] +2024-10-12 06:51:23,014 - Train: 59.06% [221650/375300] [177.2/300.0] [batch_t 0.257 (0.251)] [data_t 0.009] [optim_t 0.248] [lr 0.001098] [CE 3.550 (3.508)] [KD 0.000 (0.000)] +2024-10-12 06:51:35,303 - Train: 59.07% [221700/375300] [177.2/300.0] [batch_t 0.247 (0.246)] [data_t 0.009] [optim_t 0.238] [lr 0.001097] [CE 3.347 (3.530)] [KD 0.000 (0.000)] +2024-10-12 06:51:47,402 - Train: 59.09% [221750/375300] [177.3/300.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.001097] [CE 3.800 (3.517)] [KD 0.000 (0.000)] +2024-10-12 06:51:59,516 - Train: 59.10% [221800/375300] [177.3/300.0] [batch_t 0.191 (0.242)] [data_t 0.009] [optim_t 0.183] [lr 0.001096] [CE 3.525 (3.513)] [KD 0.000 (0.000)] +2024-10-12 06:52:11,689 - Train: 59.11% [221850/375300] [177.3/300.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.241] [lr 0.001096] [CE 3.533 (3.505)] [KD 0.000 (0.000)] +2024-10-12 06:52:23,872 - Train: 59.13% [221900/375300] [177.4/300.0] [batch_t 0.250 (0.244)] [data_t 0.009] [optim_t 0.241] [lr 0.001095] [CE 3.501 (3.470)] [KD 0.000 (0.000)] +2024-10-12 06:52:36,044 - Train: 59.14% [221950/375300] [177.4/300.0] [batch_t 0.275 (0.243)] [data_t 0.009] [optim_t 0.266] [lr 0.001094] [CE 3.429 (3.493)] [KD 0.000 (0.000)] +2024-10-12 06:52:48,275 - Train: 59.15% [222000/375300] [177.5/300.0] [batch_t 0.261 (0.244)] [data_t 0.009] [optim_t 0.252] [lr 0.001094] [CE 3.844 (3.522)] [KD 0.000 (0.000)] +2024-10-12 06:53:00,352 - Train: 59.17% [222050/375300] [177.5/300.0] [batch_t 0.219 (0.241)] [data_t 0.009] [optim_t 0.210] [lr 0.001093] [CE 3.640 (3.471)] [KD 0.000 (0.000)] +2024-10-12 06:53:12,473 - Train: 59.18% [222100/375300] [177.5/300.0] [batch_t 0.199 (0.242)] [data_t 0.009] [optim_t 0.190] [lr 0.001093] [CE 3.917 (3.485)] [KD 0.000 (0.000)] +2024-10-12 06:53:24,470 - Train: 59.19% [222150/375300] [177.6/300.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.001092] [CE 3.416 (3.497)] [KD 0.000 (0.000)] +2024-10-12 06:53:36,374 - Train: 59.21% [222200/375300] [177.6/300.0] [batch_t 0.216 (0.238)] [data_t 0.009] [optim_t 0.207] [lr 0.001091] [CE 3.185 (3.514)] [KD 0.000 (0.000)] +2024-10-12 06:53:48,409 - Train: 59.22% [222250/375300] [177.7/300.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.001091] [CE 3.821 (3.480)] [KD 0.000 (0.000)] +2024-10-12 06:54:00,529 - Train: 59.23% [222300/375300] [177.7/300.0] [batch_t 0.190 (0.242)] [data_t 0.009] [optim_t 0.181] [lr 0.001090] [CE 3.755 (3.577)] [KD 0.000 (0.000)] +2024-10-12 06:54:12,779 - Train: 59.25% [222350/375300] [177.7/300.0] [batch_t 0.183 (0.245)] [data_t 0.009] [optim_t 0.174] [lr 0.001090] [CE 3.709 (3.485)] [KD 0.000 (0.000)] +2024-10-12 06:54:24,567 - Train: 59.26% [222400/375300] [177.8/300.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.001089] [CE 3.760 (3.479)] [KD 0.000 (0.000)] +2024-10-12 06:54:36,524 - Train: 59.27% [222450/375300] [177.8/300.0] [batch_t 0.282 (0.239)] [data_t 0.009] [optim_t 0.273] [lr 0.001089] [CE 3.359 (3.542)] [KD 0.000 (0.000)] +2024-10-12 06:54:48,357 - Train: 59.29% [222500/375300] [177.9/300.0] [batch_t 0.261 (0.237)] [data_t 0.009] [optim_t 0.252] [lr 0.001088] [CE 3.129 (3.501)] [KD 0.000 (0.000)] +2024-10-12 06:55:00,269 - Train: 59.30% [222550/375300] [177.9/300.0] [batch_t 0.321 (0.238)] [data_t 0.009] [optim_t 0.312] [lr 0.001087] [CE 3.616 (3.498)] [KD 0.000 (0.000)] +2024-10-12 06:55:11,926 - Train: 59.31% [222600/375300] [177.9/300.0] [batch_t 0.258 (0.233)] [data_t 0.009] [optim_t 0.249] [lr 0.001087] [CE 3.124 (3.484)] [KD 0.000 (0.000)] +2024-10-12 06:55:23,285 - Train: 59.33% [222650/375300] [178.0/300.0] [batch_t 0.285 (0.227)] [data_t 0.009] [optim_t 0.276] [lr 0.001086] [CE 3.733 (3.516)] [KD 0.000 (0.000)] +2024-10-12 06:55:29,358 - ==> Total time: 15:02:12 Eta: 10:18:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 06:55:37,769 - Train: 59.34% [222700/375300] [178.0/300.0] [batch_t 0.186 (0.322)] [data_t 0.009] [optim_t 0.177] [lr 0.001086] [CE 3.902 (3.448)] [KD 0.000 (0.000)] +2024-10-12 06:55:49,717 - Train: 59.35% [222750/375300] [178.1/300.0] [batch_t 0.250 (0.239)] [data_t 0.009] [optim_t 0.241] [lr 0.001085] [CE 3.288 (3.450)] [KD 0.000 (0.000)] +2024-10-12 06:56:02,158 - Train: 59.37% [222800/375300] [178.1/300.0] [batch_t 0.293 (0.249)] [data_t 0.009] [optim_t 0.284] [lr 0.001084] [CE 3.254 (3.465)] [KD 0.000 (0.000)] +2024-10-12 06:56:14,355 - Train: 59.38% [222850/375300] [178.1/300.0] [batch_t 0.204 (0.244)] [data_t 0.009] [optim_t 0.195] [lr 0.001084] [CE 3.495 (3.523)] [KD 0.000 (0.000)] +2024-10-12 06:56:26,394 - Train: 59.39% [222900/375300] [178.2/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.001083] [CE 3.398 (3.467)] [KD 0.000 (0.000)] +2024-10-12 06:56:38,549 - Train: 59.41% [222950/375300] [178.2/300.0] [batch_t 0.249 (0.243)] [data_t 0.010] [optim_t 0.240] [lr 0.001083] [CE 3.463 (3.459)] [KD 0.000 (0.000)] +2024-10-12 06:56:49,697 - Train: 59.42% [223000/375300] [178.3/300.0] [batch_t 0.217 (0.223)] [data_t 0.009] [optim_t 0.208] [lr 0.001082] [CE 3.794 (3.555)] [KD 0.000 (0.000)] +2024-10-12 06:57:01,375 - Train: 59.43% [223050/375300] [178.3/300.0] [batch_t 0.248 (0.233)] [data_t 0.009] [optim_t 0.239] [lr 0.001081] [CE 3.163 (3.476)] [KD 0.000 (0.000)] +2024-10-12 06:57:13,024 - Train: 59.45% [223100/375300] [178.3/300.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.001081] [CE 3.655 (3.549)] [KD 0.000 (0.000)] +2024-10-12 06:57:25,338 - Train: 59.46% [223150/375300] [178.4/300.0] [batch_t 0.259 (0.246)] [data_t 0.009] [optim_t 0.250] [lr 0.001080] [CE 3.488 (3.481)] [KD 0.000 (0.000)] +2024-10-12 06:57:37,611 - Train: 59.47% [223200/375300] [178.4/300.0] [batch_t 0.183 (0.245)] [data_t 0.009] [optim_t 0.174] [lr 0.001080] [CE 3.776 (3.519)] [KD 0.000 (0.000)] +2024-10-12 06:57:49,314 - Train: 59.49% [223250/375300] [178.5/300.0] [batch_t 0.253 (0.234)] [data_t 0.009] [optim_t 0.244] [lr 0.001079] [CE 3.404 (3.513)] [KD 0.000 (0.000)] +2024-10-12 06:58:00,951 - Train: 59.50% [223300/375300] [178.5/300.0] [batch_t 0.251 (0.233)] [data_t 0.009] [optim_t 0.242] [lr 0.001078] [CE 3.281 (3.562)] [KD 0.000 (0.000)] +2024-10-12 06:58:12,963 - Train: 59.51% [223350/375300] [178.5/300.0] [batch_t 0.191 (0.240)] [data_t 0.009] [optim_t 0.182] [lr 0.001078] [CE 3.435 (3.494)] [KD 0.000 (0.000)] +2024-10-12 06:58:24,890 - Train: 59.53% [223400/375300] [178.6/300.0] [batch_t 0.264 (0.238)] [data_t 0.009] [optim_t 0.255] [lr 0.001077] [CE 3.640 (3.470)] [KD 0.000 (0.000)] +2024-10-12 06:58:36,751 - Train: 59.54% [223450/375300] [178.6/300.0] [batch_t 0.186 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.001077] [CE 3.433 (3.467)] [KD 0.000 (0.000)] +2024-10-12 06:58:48,306 - Train: 59.55% [223500/375300] [178.7/300.0] [batch_t 0.216 (0.231)] [data_t 0.009] [optim_t 0.207] [lr 0.001076] [CE 3.746 (3.485)] [KD 0.000 (0.000)] +2024-10-12 06:58:59,986 - Train: 59.57% [223550/375300] [178.7/300.0] [batch_t 0.204 (0.233)] [data_t 0.009] [optim_t 0.195] [lr 0.001075] [CE 3.497 (3.479)] [KD 0.000 (0.000)] +2024-10-12 06:59:11,731 - Train: 59.58% [223600/375300] [178.7/300.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.001075] [CE 3.543 (3.552)] [KD 0.000 (0.000)] +2024-10-12 06:59:23,737 - Train: 59.59% [223650/375300] [178.8/300.0] [batch_t 0.264 (0.240)] [data_t 0.009] [optim_t 0.255] [lr 0.001074] [CE 3.313 (3.516)] [KD 0.000 (0.000)] +2024-10-12 06:59:35,640 - Train: 59.61% [223700/375300] [178.8/300.0] [batch_t 0.266 (0.238)] [data_t 0.009] [optim_t 0.257] [lr 0.001074] [CE 3.731 (3.520)] [KD 0.000 (0.000)] +2024-10-12 06:59:47,540 - Train: 59.62% [223750/375300] [178.9/300.0] [batch_t 0.210 (0.238)] [data_t 0.009] [optim_t 0.201] [lr 0.001073] [CE 3.393 (3.460)] [KD 0.000 (0.000)] +2024-10-12 06:59:59,764 - Train: 59.63% [223800/375300] [178.9/300.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.001072] [CE 3.780 (3.454)] [KD 0.000 (0.000)] +2024-10-12 07:00:11,578 - Train: 59.65% [223850/375300] [178.9/300.0] [batch_t 0.272 (0.236)] [data_t 0.009] [optim_t 0.263] [lr 0.001072] [CE 3.560 (3.500)] [KD 0.000 (0.000)] +2024-10-12 07:00:23,386 - Train: 59.66% [223900/375300] [179.0/300.0] [batch_t 0.211 (0.236)] [data_t 0.009] [optim_t 0.202] [lr 0.001071] [CE 3.693 (3.439)] [KD 0.000 (0.000)] +2024-10-12 07:00:29,595 - ==> Total time: 15:07:12 Eta: 10:13:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:00:37,586 - Train: 59.67% [223950/375300] [179.0/300.0] [batch_t 0.185 (0.320)] [data_t 0.009] [optim_t 0.176] [lr 0.001071] [CE 3.379 (3.351)] [KD 0.000 (0.000)] +2024-10-12 07:00:49,661 - Train: 59.69% [224000/375300] [179.1/300.0] [batch_t 0.362 (0.241)] [data_t 0.009] [optim_t 0.353] [lr 0.001070] [CE 3.371 (3.481)] [KD 0.000 (0.000)] +2024-10-12 07:01:01,883 - Train: 59.70% [224050/375300] [179.1/300.0] [batch_t 0.193 (0.244)] [data_t 0.009] [optim_t 0.184] [lr 0.001070] [CE 3.799 (3.510)] [KD 0.000 (0.000)] +2024-10-12 07:01:13,761 - Train: 59.71% [224100/375300] [179.1/300.0] [batch_t 0.274 (0.237)] [data_t 0.009] [optim_t 0.266] [lr 0.001069] [CE 3.623 (3.504)] [KD 0.000 (0.000)] +2024-10-12 07:01:26,028 - Train: 59.73% [224150/375300] [179.2/300.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.249] [lr 0.001068] [CE 3.099 (3.446)] [KD 0.000 (0.000)] +2024-10-12 07:01:37,912 - Train: 59.74% [224200/375300] [179.2/300.0] [batch_t 0.193 (0.238)] [data_t 0.009] [optim_t 0.184] [lr 0.001068] [CE 3.624 (3.511)] [KD 0.000 (0.000)] +2024-10-12 07:01:49,966 - Train: 59.75% [224250/375300] [179.3/300.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.001067] [CE 3.630 (3.497)] [KD 0.000 (0.000)] +2024-10-12 07:02:01,517 - Train: 59.77% [224300/375300] [179.3/300.0] [batch_t 0.294 (0.231)] [data_t 0.009] [optim_t 0.285] [lr 0.001067] [CE 3.271 (3.491)] [KD 0.000 (0.000)] +2024-10-12 07:02:12,788 - Train: 59.78% [224350/375300] [179.3/300.0] [batch_t 0.327 (0.225)] [data_t 0.009] [optim_t 0.317] [lr 0.001066] [CE 3.454 (3.479)] [KD 0.000 (0.000)] +2024-10-12 07:02:24,073 - Train: 59.79% [224400/375300] [179.4/300.0] [batch_t 0.187 (0.226)] [data_t 0.009] [optim_t 0.178] [lr 0.001065] [CE 3.648 (3.495)] [KD 0.000 (0.000)] +2024-10-12 07:02:35,619 - Train: 59.81% [224450/375300] [179.4/300.0] [batch_t 0.264 (0.231)] [data_t 0.009] [optim_t 0.255] [lr 0.001065] [CE 3.525 (3.478)] [KD 0.000 (0.000)] +2024-10-12 07:02:47,316 - Train: 59.82% [224500/375300] [179.5/300.0] [batch_t 0.327 (0.234)] [data_t 0.009] [optim_t 0.318] [lr 0.001064] [CE 3.490 (3.491)] [KD 0.000 (0.000)] +2024-10-12 07:02:58,989 - Train: 59.83% [224550/375300] [179.5/300.0] [batch_t 0.277 (0.233)] [data_t 0.009] [optim_t 0.268] [lr 0.001064] [CE 3.661 (3.491)] [KD 0.000 (0.000)] +2024-10-12 07:03:10,789 - Train: 59.85% [224600/375300] [179.5/300.0] [batch_t 0.272 (0.236)] [data_t 0.057] [optim_t 0.215] [lr 0.001063] [CE 3.120 (3.517)] [KD 0.000 (0.000)] +2024-10-12 07:03:22,443 - Train: 59.86% [224650/375300] [179.6/300.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.001062] [CE 3.756 (3.528)] [KD 0.000 (0.000)] +2024-10-12 07:03:34,327 - Train: 59.87% [224700/375300] [179.6/300.0] [batch_t 0.257 (0.238)] [data_t 0.021] [optim_t 0.236] [lr 0.001062] [CE 3.263 (3.474)] [KD 0.000 (0.000)] +2024-10-12 07:03:45,875 - Train: 59.89% [224750/375300] [179.7/300.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.001061] [CE 3.591 (3.454)] [KD 0.000 (0.000)] +2024-10-12 07:03:57,539 - Train: 59.90% [224800/375300] [179.7/300.0] [batch_t 0.213 (0.233)] [data_t 0.010] [optim_t 0.203] [lr 0.001061] [CE 3.794 (3.480)] [KD 0.000 (0.000)] +2024-10-12 07:04:09,236 - Train: 59.91% [224850/375300] [179.7/300.0] [batch_t 0.215 (0.234)] [data_t 0.040] [optim_t 0.174] [lr 0.001060] [CE 3.657 (3.503)] [KD 0.000 (0.000)] +2024-10-12 07:04:21,003 - Train: 59.93% [224900/375300] [179.8/300.0] [batch_t 0.219 (0.235)] [data_t 0.046] [optim_t 0.173] [lr 0.001059] [CE 3.712 (3.494)] [KD 0.000 (0.000)] +2024-10-12 07:04:32,848 - Train: 59.94% [224950/375300] [179.8/300.0] [batch_t 0.245 (0.237)] [data_t 0.072] [optim_t 0.172] [lr 0.001059] [CE 3.765 (3.557)] [KD 0.000 (0.000)] +2024-10-12 07:04:44,280 - Train: 59.95% [225000/375300] [179.9/300.0] [batch_t 0.263 (0.229)] [data_t 0.090] [optim_t 0.173] [lr 0.001058] [CE 3.467 (3.540)] [KD 0.000 (0.000)] +2024-10-12 07:04:55,739 - Train: 59.97% [225050/375300] [179.9/300.0] [batch_t 0.231 (0.229)] [data_t 0.009] [optim_t 0.222] [lr 0.001058] [CE 3.691 (3.496)] [KD 0.000 (0.000)] +2024-10-12 07:05:07,332 - Train: 59.98% [225100/375300] [179.9/300.0] [batch_t 0.190 (0.232)] [data_t 0.009] [optim_t 0.181] [lr 0.001057] [CE 3.538 (3.507)] [KD 0.000 (0.000)] +2024-10-12 07:05:19,016 - Train: 59.99% [225150/375300] [180.0/300.0] [batch_t 0.220 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.001056] [CE 3.675 (3.499)] [KD 0.000 (0.000)] +2024-10-12 07:05:37,464 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 37695] [top5_cnt 46498] [top_all 50000] +2024-10-12 07:05:37,464 - net: 75.390 (92.996) +2024-10-12 07:05:49,604 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39486] [top5_cnt 47313] [top_all 50000] +2024-10-12 07:05:49,605 - net_E: 78.972 (94.626) +2024-10-12 07:05:49,742 - Max [top1: 75.390 (epoch: 180)] [top1-ema: 78.972 (epoch: 180)] +2024-10-12 07:05:49,742 - ==> Total time: 15:12:32 Eta: 10:08:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:06:00,315 - Train: 60.01% [225200/375300] [180.0/300.0] [batch_t 0.191 (0.255)] [data_t 0.009] [optim_t 0.182] [lr 0.001056] [CE 3.511 (3.459)] [KD 0.000 (0.000)] +2024-10-12 07:06:11,640 - Train: 60.02% [225250/375300] [180.1/300.0] [batch_t 0.284 (0.226)] [data_t 0.009] [optim_t 0.275] [lr 0.001055] [CE 3.432 (3.497)] [KD 0.000 (0.000)] +2024-10-12 07:06:23,779 - Train: 60.03% [225300/375300] [180.1/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.001055] [CE 3.734 (3.456)] [KD 0.000 (0.000)] +2024-10-12 07:06:35,669 - Train: 60.05% [225350/375300] [180.1/300.0] [batch_t 0.278 (0.238)] [data_t 0.009] [optim_t 0.270] [lr 0.001054] [CE 3.553 (3.461)] [KD 0.000 (0.000)] +2024-10-12 07:06:47,563 - Train: 60.06% [225400/375300] [180.2/300.0] [batch_t 0.249 (0.238)] [data_t 0.009] [optim_t 0.240] [lr 0.001054] [CE 3.453 (3.471)] [KD 0.000 (0.000)] +2024-10-12 07:06:59,282 - Train: 60.07% [225450/375300] [180.2/300.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.001053] [CE 3.221 (3.462)] [KD 0.000 (0.000)] +2024-10-12 07:07:10,847 - Train: 60.09% [225500/375300] [180.3/300.0] [batch_t 0.259 (0.231)] [data_t 0.009] [optim_t 0.250] [lr 0.001052] [CE 3.195 (3.479)] [KD 0.000 (0.000)] +2024-10-12 07:07:22,825 - Train: 60.10% [225550/375300] [180.3/300.0] [batch_t 0.310 (0.239)] [data_t 0.009] [optim_t 0.301] [lr 0.001052] [CE 3.267 (3.493)] [KD 0.000 (0.000)] +2024-10-12 07:07:34,914 - Train: 60.11% [225600/375300] [180.3/300.0] [batch_t 0.278 (0.242)] [data_t 0.009] [optim_t 0.269] [lr 0.001051] [CE 3.605 (3.456)] [KD 0.000 (0.000)] +2024-10-12 07:07:46,969 - Train: 60.13% [225650/375300] [180.4/300.0] [batch_t 0.279 (0.241)] [data_t 0.009] [optim_t 0.270] [lr 0.001051] [CE 3.156 (3.469)] [KD 0.000 (0.000)] +2024-10-12 07:07:58,682 - Train: 60.14% [225700/375300] [180.4/300.0] [batch_t 0.195 (0.234)] [data_t 0.009] [optim_t 0.186] [lr 0.001050] [CE 3.538 (3.502)] [KD 0.000 (0.000)] +2024-10-12 07:08:10,354 - Train: 60.15% [225750/375300] [180.5/300.0] [batch_t 0.249 (0.233)] [data_t 0.009] [optim_t 0.241] [lr 0.001049] [CE 3.541 (3.481)] [KD 0.000 (0.000)] +2024-10-12 07:08:22,667 - Train: 60.17% [225800/375300] [180.5/300.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.001049] [CE 3.474 (3.484)] [KD 0.000 (0.000)] +2024-10-12 07:08:34,606 - Train: 60.18% [225850/375300] [180.5/300.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.001048] [CE 3.228 (3.464)] [KD 0.000 (0.000)] +2024-10-12 07:08:45,932 - Train: 60.19% [225900/375300] [180.6/300.0] [batch_t 0.219 (0.226)] [data_t 0.009] [optim_t 0.210] [lr 0.001048] [CE 3.246 (3.511)] [KD 0.000 (0.000)] +2024-10-12 07:08:58,017 - Train: 60.21% [225950/375300] [180.6/300.0] [batch_t 0.265 (0.242)] [data_t 0.009] [optim_t 0.256] [lr 0.001047] [CE 3.379 (3.511)] [KD 0.000 (0.000)] +2024-10-12 07:09:10,238 - Train: 60.22% [226000/375300] [180.7/300.0] [batch_t 0.188 (0.244)] [data_t 0.009] [optim_t 0.179] [lr 0.001046] [CE 3.303 (3.464)] [KD 0.000 (0.000)] +2024-10-12 07:09:22,151 - Train: 60.23% [226050/375300] [180.7/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.001046] [CE 3.675 (3.498)] [KD 0.000 (0.000)] +2024-10-12 07:09:34,213 - Train: 60.25% [226100/375300] [180.7/300.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.001045] [CE 3.616 (3.514)] [KD 0.000 (0.000)] +2024-10-12 07:09:46,345 - Train: 60.26% [226150/375300] [180.8/300.0] [batch_t 0.181 (0.243)] [data_t 0.009] [optim_t 0.172] [lr 0.001045] [CE 3.319 (3.486)] [KD 0.000 (0.000)] +2024-10-12 07:09:57,970 - Train: 60.27% [226200/375300] [180.8/300.0] [batch_t 0.267 (0.232)] [data_t 0.009] [optim_t 0.258] [lr 0.001044] [CE 3.565 (3.512)] [KD 0.000 (0.000)] +2024-10-12 07:10:09,771 - Train: 60.29% [226250/375300] [180.9/300.0] [batch_t 0.253 (0.236)] [data_t 0.009] [optim_t 0.245] [lr 0.001043] [CE 3.628 (3.517)] [KD 0.000 (0.000)] +2024-10-12 07:10:21,579 - Train: 60.30% [226300/375300] [180.9/300.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.001043] [CE 3.557 (3.479)] [KD 0.000 (0.000)] +2024-10-12 07:10:33,387 - Train: 60.31% [226350/375300] [180.9/300.0] [batch_t 0.271 (0.236)] [data_t 0.009] [optim_t 0.262] [lr 0.001042] [CE 3.450 (3.508)] [KD 0.000 (0.000)] +2024-10-12 07:10:44,983 - Train: 60.33% [226400/375300] [181.0/300.0] [batch_t 0.191 (0.232)] [data_t 0.009] [optim_t 0.182] [lr 0.001042] [CE 3.351 (3.476)] [KD 0.000 (0.000)] +2024-10-12 07:10:51,570 - ==> Total time: 15:17:34 Eta: 10:03:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:10:59,222 - Train: 60.34% [226450/375300] [181.0/300.0] [batch_t 0.193 (0.331)] [data_t 0.009] [optim_t 0.184] [lr 0.001041] [CE 3.716 (3.458)] [KD 0.000 (0.000)] +2024-10-12 07:11:10,768 - Train: 60.35% [226500/375300] [181.1/300.0] [batch_t 0.189 (0.231)] [data_t 0.009] [optim_t 0.180] [lr 0.001041] [CE 3.290 (3.471)] [KD 0.000 (0.000)] +2024-10-12 07:11:22,593 - Train: 60.37% [226550/375300] [181.1/300.0] [batch_t 0.212 (0.236)] [data_t 0.009] [optim_t 0.203] [lr 0.001040] [CE 3.348 (3.449)] [KD 0.000 (0.000)] +2024-10-12 07:11:34,481 - Train: 60.38% [226600/375300] [181.1/300.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.001039] [CE 3.574 (3.418)] [KD 0.000 (0.000)] +2024-10-12 07:11:46,378 - Train: 60.39% [226650/375300] [181.2/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.001039] [CE 3.556 (3.431)] [KD 0.000 (0.000)] +2024-10-12 07:11:58,040 - Train: 60.41% [226700/375300] [181.2/300.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.001038] [CE 3.501 (3.507)] [KD 0.000 (0.000)] +2024-10-12 07:12:09,808 - Train: 60.42% [226750/375300] [181.3/300.0] [batch_t 0.249 (0.235)] [data_t 0.009] [optim_t 0.240] [lr 0.001038] [CE 3.466 (3.421)] [KD 0.000 (0.000)] +2024-10-12 07:12:21,895 - Train: 60.43% [226800/375300] [181.3/300.0] [batch_t 0.186 (0.242)] [data_t 0.009] [optim_t 0.177] [lr 0.001037] [CE 3.580 (3.490)] [KD 0.000 (0.000)] +2024-10-12 07:12:33,447 - Train: 60.44% [226850/375300] [181.3/300.0] [batch_t 0.234 (0.231)] [data_t 0.009] [optim_t 0.226] [lr 0.001036] [CE 3.723 (3.484)] [KD 0.000 (0.000)] +2024-10-12 07:12:45,326 - Train: 60.46% [226900/375300] [181.4/300.0] [batch_t 0.202 (0.237)] [data_t 0.009] [optim_t 0.193] [lr 0.001036] [CE 3.614 (3.497)] [KD 0.000 (0.000)] +2024-10-12 07:12:57,542 - Train: 60.47% [226950/375300] [181.4/300.0] [batch_t 0.187 (0.244)] [data_t 0.009] [optim_t 0.178] [lr 0.001035] [CE 3.555 (3.490)] [KD 0.000 (0.000)] +2024-10-12 07:13:09,433 - Train: 60.48% [227000/375300] [181.5/300.0] [batch_t 0.250 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.001035] [CE 3.830 (3.472)] [KD 0.000 (0.000)] +2024-10-12 07:13:21,440 - Train: 60.50% [227050/375300] [181.5/300.0] [batch_t 0.202 (0.240)] [data_t 0.009] [optim_t 0.193] [lr 0.001034] [CE 3.601 (3.446)] [KD 0.000 (0.000)] +2024-10-12 07:13:33,292 - Train: 60.51% [227100/375300] [181.5/300.0] [batch_t 0.185 (0.237)] [data_t 0.009] [optim_t 0.176] [lr 0.001033] [CE 3.519 (3.479)] [KD 0.000 (0.000)] +2024-10-12 07:13:45,428 - Train: 60.52% [227150/375300] [181.6/300.0] [batch_t 0.269 (0.243)] [data_t 0.009] [optim_t 0.260] [lr 0.001033] [CE 3.416 (3.499)] [KD 0.000 (0.000)] +2024-10-12 07:13:57,376 - Train: 60.54% [227200/375300] [181.6/300.0] [batch_t 0.271 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.001032] [CE 3.354 (3.502)] [KD 0.000 (0.000)] +2024-10-12 07:14:09,213 - Train: 60.55% [227250/375300] [181.7/300.0] [batch_t 0.184 (0.237)] [data_t 0.009] [optim_t 0.175] [lr 0.001032] [CE 3.443 (3.484)] [KD 0.000 (0.000)] +2024-10-12 07:14:20,711 - Train: 60.56% [227300/375300] [181.7/300.0] [batch_t 0.256 (0.230)] [data_t 0.009] [optim_t 0.247] [lr 0.001031] [CE 3.244 (3.507)] [KD 0.000 (0.000)] +2024-10-12 07:14:32,630 - Train: 60.58% [227350/375300] [181.7/300.0] [batch_t 0.217 (0.238)] [data_t 0.009] [optim_t 0.208] [lr 0.001031] [CE 3.590 (3.501)] [KD 0.000 (0.000)] +2024-10-12 07:14:44,154 - Train: 60.59% [227400/375300] [181.8/300.0] [batch_t 0.186 (0.230)] [data_t 0.009] [optim_t 0.177] [lr 0.001030] [CE 3.924 (3.499)] [KD 0.000 (0.000)] +2024-10-12 07:14:56,018 - Train: 60.60% [227450/375300] [181.8/300.0] [batch_t 0.211 (0.237)] [data_t 0.009] [optim_t 0.202] [lr 0.001029] [CE 3.614 (3.474)] [KD 0.000 (0.000)] +2024-10-12 07:15:08,234 - Train: 60.62% [227500/375300] [181.9/300.0] [batch_t 0.186 (0.244)] [data_t 0.009] [optim_t 0.177] [lr 0.001029] [CE 3.151 (3.483)] [KD 0.000 (0.000)] +2024-10-12 07:15:19,844 - Train: 60.63% [227550/375300] [181.9/300.0] [batch_t 0.183 (0.232)] [data_t 0.009] [optim_t 0.174] [lr 0.001028] [CE 3.685 (3.475)] [KD 0.000 (0.000)] +2024-10-12 07:15:31,783 - Train: 60.64% [227600/375300] [181.9/300.0] [batch_t 0.270 (0.239)] [data_t 0.009] [optim_t 0.261] [lr 0.001028] [CE 3.529 (3.509)] [KD 0.000 (0.000)] +2024-10-12 07:15:43,408 - Train: 60.66% [227650/375300] [182.0/300.0] [batch_t 0.195 (0.232)] [data_t 0.009] [optim_t 0.186] [lr 0.001027] [CE 3.626 (3.487)] [KD 0.000 (0.000)] +2024-10-12 07:15:50,407 - ==> Total time: 15:22:33 Eta: 9:58:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:15:57,926 - Train: 60.67% [227700/375300] [182.0/300.0] [batch_t 0.186 (0.344)] [data_t 0.009] [optim_t 0.177] [lr 0.001026] [CE 3.549 (3.402)] [KD 0.000 (0.000)] +2024-10-12 07:16:08,975 - Train: 60.68% [227750/375300] [182.1/300.0] [batch_t 0.269 (0.221)] [data_t 0.009] [optim_t 0.260] [lr 0.001026] [CE 3.684 (3.423)] [KD 0.000 (0.000)] +2024-10-12 07:16:20,231 - Train: 60.70% [227800/375300] [182.1/300.0] [batch_t 0.201 (0.225)] [data_t 0.009] [optim_t 0.192] [lr 0.001025] [CE 3.838 (3.450)] [KD 0.000 (0.000)] +2024-10-12 07:16:31,710 - Train: 60.71% [227850/375300] [182.1/300.0] [batch_t 0.227 (0.229)] [data_t 0.009] [optim_t 0.218] [lr 0.001025] [CE 3.525 (3.467)] [KD 0.000 (0.000)] +2024-10-12 07:16:43,521 - Train: 60.72% [227900/375300] [182.2/300.0] [batch_t 0.190 (0.236)] [data_t 0.009] [optim_t 0.181] [lr 0.001024] [CE 3.412 (3.458)] [KD 0.000 (0.000)] +2024-10-12 07:16:55,417 - Train: 60.74% [227950/375300] [182.2/300.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.001023] [CE 3.417 (3.476)] [KD 0.000 (0.000)] +2024-10-12 07:17:07,105 - Train: 60.75% [228000/375300] [182.3/300.0] [batch_t 0.185 (0.234)] [data_t 0.009] [optim_t 0.176] [lr 0.001023] [CE 3.328 (3.461)] [KD 0.000 (0.000)] +2024-10-12 07:17:18,734 - Train: 60.76% [228050/375300] [182.3/300.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.001022] [CE 3.589 (3.473)] [KD 0.000 (0.000)] +2024-10-12 07:17:30,611 - Train: 60.78% [228100/375300] [182.3/300.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.001022] [CE 3.465 (3.525)] [KD 0.000 (0.000)] +2024-10-12 07:17:42,174 - Train: 60.79% [228150/375300] [182.4/300.0] [batch_t 0.464 (0.231)] [data_t 0.009] [optim_t 0.455] [lr 0.001021] [CE 3.562 (3.461)] [KD 0.000 (0.000)] +2024-10-12 07:17:53,697 - Train: 60.80% [228200/375300] [182.4/300.0] [batch_t 0.199 (0.230)] [data_t 0.009] [optim_t 0.190] [lr 0.001021] [CE 3.815 (3.481)] [KD 0.000 (0.000)] +2024-10-12 07:18:05,566 - Train: 60.82% [228250/375300] [182.5/300.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.001020] [CE 3.408 (3.500)] [KD 0.000 (0.000)] +2024-10-12 07:18:17,458 - Train: 60.83% [228300/375300] [182.5/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.001019] [CE 3.789 (3.490)] [KD 0.000 (0.000)] +2024-10-12 07:18:29,313 - Train: 60.84% [228350/375300] [182.5/300.0] [batch_t 0.224 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.001019] [CE 3.606 (3.477)] [KD 0.000 (0.000)] +2024-10-12 07:18:41,211 - Train: 60.86% [228400/375300] [182.6/300.0] [batch_t 0.207 (0.238)] [data_t 0.009] [optim_t 0.198] [lr 0.001018] [CE 3.706 (3.483)] [KD 0.000 (0.000)] +2024-10-12 07:18:53,278 - Train: 60.87% [228450/375300] [182.6/300.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.001018] [CE 3.671 (3.477)] [KD 0.000 (0.000)] +2024-10-12 07:19:05,197 - Train: 60.88% [228500/375300] [182.7/300.0] [batch_t 0.260 (0.238)] [data_t 0.009] [optim_t 0.251] [lr 0.001017] [CE 3.066 (3.461)] [KD 0.000 (0.000)] +2024-10-12 07:19:17,191 - Train: 60.90% [228550/375300] [182.7/300.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.001016] [CE 3.580 (3.454)] [KD 0.000 (0.000)] +2024-10-12 07:19:29,262 - Train: 60.91% [228600/375300] [182.7/300.0] [batch_t 0.213 (0.241)] [data_t 0.009] [optim_t 0.204] [lr 0.001016] [CE 3.558 (3.490)] [KD 0.000 (0.000)] +2024-10-12 07:19:41,472 - Train: 60.92% [228650/375300] [182.8/300.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.001015] [CE 3.354 (3.489)] [KD 0.000 (0.000)] +2024-10-12 07:19:53,487 - Train: 60.94% [228700/375300] [182.8/300.0] [batch_t 0.210 (0.240)] [data_t 0.009] [optim_t 0.201] [lr 0.001015] [CE 3.539 (3.439)] [KD 0.000 (0.000)] +2024-10-12 07:20:05,681 - Train: 60.95% [228750/375300] [182.9/300.0] [batch_t 0.250 (0.244)] [data_t 0.009] [optim_t 0.241] [lr 0.001014] [CE 3.675 (3.491)] [KD 0.000 (0.000)] +2024-10-12 07:20:17,888 - Train: 60.96% [228800/375300] [182.9/300.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.001014] [CE 3.411 (3.432)] [KD 0.000 (0.000)] +2024-10-12 07:20:30,067 - Train: 60.98% [228850/375300] [182.9/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.177] [lr 0.001013] [CE 3.532 (3.477)] [KD 0.000 (0.000)] +2024-10-12 07:20:42,027 - Train: 60.99% [228900/375300] [183.0/300.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.001012] [CE 3.445 (3.487)] [KD 0.000 (0.000)] +2024-10-12 07:20:49,516 - ==> Total time: 15:27:32 Eta: 9:53:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:20:56,729 - Train: 61.00% [228950/375300] [183.0/300.0] [batch_t 0.185 (0.346)] [data_t 0.009] [optim_t 0.176] [lr 0.001012] [CE 3.309 (3.468)] [KD 0.000 (0.000)] +2024-10-12 07:21:08,046 - Train: 61.02% [229000/375300] [183.1/300.0] [batch_t 0.269 (0.226)] [data_t 0.094] [optim_t 0.175] [lr 0.001011] [CE 3.454 (3.441)] [KD 0.000 (0.000)] +2024-10-12 07:21:19,941 - Train: 61.03% [229050/375300] [183.1/300.0] [batch_t 0.311 (0.238)] [data_t 0.137] [optim_t 0.174] [lr 0.001011] [CE 3.497 (3.450)] [KD 0.000 (0.000)] +2024-10-12 07:21:31,879 - Train: 61.04% [229100/375300] [183.1/300.0] [batch_t 0.432 (0.239)] [data_t 0.073] [optim_t 0.359] [lr 0.001010] [CE 3.552 (3.504)] [KD 0.000 (0.000)] +2024-10-12 07:21:43,819 - Train: 61.06% [229150/375300] [183.2/300.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.001009] [CE 3.628 (3.495)] [KD 0.000 (0.000)] +2024-10-12 07:21:56,042 - Train: 61.07% [229200/375300] [183.2/300.0] [batch_t 0.401 (0.244)] [data_t 0.009] [optim_t 0.392] [lr 0.001009] [CE 3.297 (3.446)] [KD 0.000 (0.000)] +2024-10-12 07:22:07,587 - Train: 61.08% [229250/375300] [183.3/300.0] [batch_t 0.244 (0.231)] [data_t 0.009] [optim_t 0.235] [lr 0.001008] [CE 3.754 (3.507)] [KD 0.000 (0.000)] +2024-10-12 07:22:19,546 - Train: 61.10% [229300/375300] [183.3/300.0] [batch_t 0.238 (0.239)] [data_t 0.009] [optim_t 0.229] [lr 0.001008] [CE 3.451 (3.453)] [KD 0.000 (0.000)] +2024-10-12 07:22:31,585 - Train: 61.11% [229350/375300] [183.3/300.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.001007] [CE 3.195 (3.477)] [KD 0.000 (0.000)] +2024-10-12 07:22:43,898 - Train: 61.12% [229400/375300] [183.4/300.0] [batch_t 0.187 (0.246)] [data_t 0.009] [optim_t 0.179] [lr 0.001007] [CE 3.466 (3.513)] [KD 0.000 (0.000)] +2024-10-12 07:22:55,898 - Train: 61.14% [229450/375300] [183.4/300.0] [batch_t 0.184 (0.240)] [data_t 0.009] [optim_t 0.175] [lr 0.001006] [CE 3.727 (3.488)] [KD 0.000 (0.000)] +2024-10-12 07:23:08,068 - Train: 61.15% [229500/375300] [183.5/300.0] [batch_t 0.261 (0.243)] [data_t 0.009] [optim_t 0.252] [lr 0.001005] [CE 3.783 (3.459)] [KD 0.000 (0.000)] +2024-10-12 07:23:20,163 - Train: 61.16% [229550/375300] [183.5/300.0] [batch_t 0.185 (0.242)] [data_t 0.009] [optim_t 0.176] [lr 0.001005] [CE 3.569 (3.443)] [KD 0.000 (0.000)] +2024-10-12 07:23:32,036 - Train: 61.18% [229600/375300] [183.5/300.0] [batch_t 0.253 (0.237)] [data_t 0.009] [optim_t 0.244] [lr 0.001004] [CE 3.574 (3.447)] [KD 0.000 (0.000)] +2024-10-12 07:23:44,013 - Train: 61.19% [229650/375300] [183.6/300.0] [batch_t 0.254 (0.239)] [data_t 0.009] [optim_t 0.245] [lr 0.001004] [CE 3.338 (3.457)] [KD 0.000 (0.000)] +2024-10-12 07:23:56,190 - Train: 61.20% [229700/375300] [183.6/300.0] [batch_t 0.197 (0.243)] [data_t 0.009] [optim_t 0.188] [lr 0.001003] [CE 3.606 (3.507)] [KD 0.000 (0.000)] +2024-10-12 07:24:08,154 - Train: 61.22% [229750/375300] [183.7/300.0] [batch_t 0.192 (0.239)] [data_t 0.009] [optim_t 0.184] [lr 0.001002] [CE 3.249 (3.435)] [KD 0.000 (0.000)] +2024-10-12 07:24:19,984 - Train: 61.23% [229800/375300] [183.7/300.0] [batch_t 0.249 (0.236)] [data_t 0.009] [optim_t 0.240] [lr 0.001002] [CE 3.152 (3.507)] [KD 0.000 (0.000)] +2024-10-12 07:24:31,919 - Train: 61.24% [229850/375300] [183.7/300.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.215] [lr 0.001001] [CE 3.485 (3.471)] [KD 0.000 (0.000)] +2024-10-12 07:24:43,919 - Train: 61.26% [229900/375300] [183.8/300.0] [batch_t 0.187 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.001001] [CE 3.222 (3.452)] [KD 0.000 (0.000)] +2024-10-12 07:24:56,341 - Train: 61.27% [229950/375300] [183.8/300.0] [batch_t 0.233 (0.248)] [data_t 0.009] [optim_t 0.224] [lr 0.001000] [CE 3.219 (3.492)] [KD 0.000 (0.000)] +2024-10-12 07:25:08,182 - Train: 61.28% [230000/375300] [183.9/300.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.001000] [CE 3.539 (3.477)] [KD 0.000 (0.000)] +2024-10-12 07:25:20,043 - Train: 61.30% [230050/375300] [183.9/300.0] [batch_t 0.244 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.000999] [CE 3.755 (3.488)] [KD 0.000 (0.000)] +2024-10-12 07:25:32,346 - Train: 61.31% [230100/375300] [183.9/300.0] [batch_t 0.435 (0.246)] [data_t 0.009] [optim_t 0.426] [lr 0.000998] [CE 3.476 (3.517)] [KD 0.000 (0.000)] +2024-10-12 07:25:44,108 - Train: 61.32% [230150/375300] [184.0/300.0] [batch_t 0.208 (0.235)] [data_t 0.009] [optim_t 0.199] [lr 0.000998] [CE 3.470 (3.481)] [KD 0.000 (0.000)] +2024-10-12 07:25:51,709 - ==> Total time: 15:32:34 Eta: 9:47:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:25:58,862 - Train: 61.34% [230200/375300] [184.0/300.0] [batch_t 0.192 (0.348)] [data_t 0.009] [optim_t 0.183] [lr 0.000997] [CE 3.404 (3.458)] [KD 0.000 (0.000)] +2024-10-12 07:26:09,790 - Train: 61.35% [230250/375300] [184.1/300.0] [batch_t 0.256 (0.218)] [data_t 0.009] [optim_t 0.247] [lr 0.000997] [CE 3.461 (3.484)] [KD 0.000 (0.000)] +2024-10-12 07:26:21,350 - Train: 61.36% [230300/375300] [184.1/300.0] [batch_t 0.230 (0.231)] [data_t 0.009] [optim_t 0.221] [lr 0.000996] [CE 3.698 (3.470)] [KD 0.000 (0.000)] +2024-10-12 07:26:32,762 - Train: 61.38% [230350/375300] [184.1/300.0] [batch_t 0.234 (0.228)] [data_t 0.009] [optim_t 0.225] [lr 0.000995] [CE 3.098 (3.437)] [KD 0.000 (0.000)] +2024-10-12 07:26:44,115 - Train: 61.39% [230400/375300] [184.2/300.0] [batch_t 0.230 (0.227)] [data_t 0.009] [optim_t 0.221] [lr 0.000995] [CE 3.474 (3.472)] [KD 0.000 (0.000)] +2024-10-12 07:26:55,648 - Train: 61.40% [230450/375300] [184.2/300.0] [batch_t 0.212 (0.231)] [data_t 0.009] [optim_t 0.203] [lr 0.000994] [CE 3.526 (3.479)] [KD 0.000 (0.000)] +2024-10-12 07:27:07,185 - Train: 61.42% [230500/375300] [184.3/300.0] [batch_t 0.236 (0.231)] [data_t 0.009] [optim_t 0.227] [lr 0.000994] [CE 3.487 (3.508)] [KD 0.000 (0.000)] +2024-10-12 07:27:18,457 - Train: 61.43% [230550/375300] [184.3/300.0] [batch_t 0.193 (0.225)] [data_t 0.009] [optim_t 0.184] [lr 0.000993] [CE 3.396 (3.457)] [KD 0.000 (0.000)] +2024-10-12 07:27:30,316 - Train: 61.44% [230600/375300] [184.3/300.0] [batch_t 0.245 (0.237)] [data_t 0.009] [optim_t 0.236] [lr 0.000993] [CE 3.968 (3.482)] [KD 0.000 (0.000)] +2024-10-12 07:27:42,152 - Train: 61.46% [230650/375300] [184.4/300.0] [batch_t 0.186 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.000992] [CE 3.309 (3.449)] [KD 0.000 (0.000)] +2024-10-12 07:27:53,849 - Train: 61.47% [230700/375300] [184.4/300.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000991] [CE 3.179 (3.488)] [KD 0.000 (0.000)] +2024-10-12 07:28:05,379 - Train: 61.48% [230750/375300] [184.5/300.0] [batch_t 0.182 (0.230)] [data_t 0.009] [optim_t 0.173] [lr 0.000991] [CE 3.288 (3.474)] [KD 0.000 (0.000)] +2024-10-12 07:28:16,882 - Train: 61.50% [230800/375300] [184.5/300.0] [batch_t 0.277 (0.230)] [data_t 0.103] [optim_t 0.174] [lr 0.000990] [CE 3.694 (3.462)] [KD 0.000 (0.000)] +2024-10-12 07:28:28,459 - Train: 61.51% [230850/375300] [184.5/300.0] [batch_t 0.327 (0.231)] [data_t 0.009] [optim_t 0.318] [lr 0.000990] [CE 3.602 (3.440)] [KD 0.000 (0.000)] +2024-10-12 07:28:39,762 - Train: 61.52% [230900/375300] [184.6/300.0] [batch_t 0.189 (0.226)] [data_t 0.009] [optim_t 0.180] [lr 0.000989] [CE 3.195 (3.457)] [KD 0.000 (0.000)] +2024-10-12 07:28:51,129 - Train: 61.54% [230950/375300] [184.6/300.0] [batch_t 0.212 (0.227)] [data_t 0.009] [optim_t 0.203] [lr 0.000988] [CE 3.283 (3.526)] [KD 0.000 (0.000)] +2024-10-12 07:29:02,671 - Train: 61.55% [231000/375300] [184.7/300.0] [batch_t 0.211 (0.231)] [data_t 0.009] [optim_t 0.201] [lr 0.000988] [CE 3.432 (3.485)] [KD 0.000 (0.000)] +2024-10-12 07:29:14,094 - Train: 61.56% [231050/375300] [184.7/300.0] [batch_t 0.209 (0.228)] [data_t 0.009] [optim_t 0.201] [lr 0.000987] [CE 3.891 (3.487)] [KD 0.000 (0.000)] +2024-10-12 07:29:25,947 - Train: 61.58% [231100/375300] [184.7/300.0] [batch_t 0.194 (0.237)] [data_t 0.009] [optim_t 0.185] [lr 0.000987] [CE 3.815 (3.439)] [KD 0.000 (0.000)] +2024-10-12 07:29:37,638 - Train: 61.59% [231150/375300] [184.8/300.0] [batch_t 0.264 (0.234)] [data_t 0.009] [optim_t 0.255] [lr 0.000986] [CE 3.773 (3.473)] [KD 0.000 (0.000)] +2024-10-12 07:29:49,685 - Train: 61.60% [231200/375300] [184.8/300.0] [batch_t 0.207 (0.241)] [data_t 0.009] [optim_t 0.198] [lr 0.000986] [CE 3.485 (3.499)] [KD 0.000 (0.000)] +2024-10-12 07:30:01,719 - Train: 61.62% [231250/375300] [184.9/300.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000985] [CE 3.451 (3.463)] [KD 0.000 (0.000)] +2024-10-12 07:30:13,691 - Train: 61.63% [231300/375300] [184.9/300.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000984] [CE 3.404 (3.450)] [KD 0.000 (0.000)] +2024-10-12 07:30:25,100 - Train: 61.64% [231350/375300] [184.9/300.0] [batch_t 0.219 (0.228)] [data_t 0.009] [optim_t 0.210] [lr 0.000984] [CE 3.132 (3.433)] [KD 0.000 (0.000)] +2024-10-12 07:30:36,679 - Train: 61.66% [231400/375300] [185.0/300.0] [batch_t 0.183 (0.231)] [data_t 0.009] [optim_t 0.174] [lr 0.000983] [CE 4.033 (3.443)] [KD 0.000 (0.000)] +2024-10-12 07:30:56,240 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 37427] [top5_cnt 46381] [top_all 50000] +2024-10-12 07:30:56,240 - net: 74.854 (92.762) +2024-10-12 07:31:08,555 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39530] [top5_cnt 47387] [top_all 50000] +2024-10-12 07:31:08,556 - net_E: 79.060 (94.774) +2024-10-12 07:31:08,718 - Max [top1: 75.390 (epoch: 180)] [top1-ema: 79.060 (epoch: 185)] +2024-10-12 07:31:08,718 - ==> Total time: 15:37:51 Eta: 9:42:59 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:31:17,027 - Train: 61.67% [231450/375300] [185.0/300.0] [batch_t 0.186 (0.275)] [data_t 0.009] [optim_t 0.177] [lr 0.000983] [CE 3.251 (3.432)] [KD 0.000 (0.000)] +2024-10-12 07:31:27,801 - Train: 61.68% [231500/375300] [185.1/300.0] [batch_t 0.471 (0.215)] [data_t 0.009] [optim_t 0.463] [lr 0.000982] [CE 3.287 (3.451)] [KD 0.000 (0.000)] +2024-10-12 07:31:39,294 - Train: 61.70% [231550/375300] [185.1/300.0] [batch_t 0.260 (0.230)] [data_t 0.009] [optim_t 0.251] [lr 0.000982] [CE 3.326 (3.474)] [KD 0.000 (0.000)] +2024-10-12 07:31:50,875 - Train: 61.71% [231600/375300] [185.1/300.0] [batch_t 0.212 (0.231)] [data_t 0.009] [optim_t 0.203] [lr 0.000981] [CE 3.576 (3.516)] [KD 0.000 (0.000)] +2024-10-12 07:32:02,360 - Train: 61.72% [231650/375300] [185.2/300.0] [batch_t 0.229 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.000980] [CE 3.319 (3.461)] [KD 0.000 (0.000)] +2024-10-12 07:32:13,994 - Train: 61.74% [231700/375300] [185.2/300.0] [batch_t 0.251 (0.233)] [data_t 0.009] [optim_t 0.242] [lr 0.000980] [CE 3.265 (3.442)] [KD 0.000 (0.000)] +2024-10-12 07:32:25,572 - Train: 61.75% [231750/375300] [185.3/300.0] [batch_t 0.246 (0.231)] [data_t 0.009] [optim_t 0.237] [lr 0.000979] [CE 3.489 (3.471)] [KD 0.000 (0.000)] +2024-10-12 07:32:37,149 - Train: 61.76% [231800/375300] [185.3/300.0] [batch_t 0.221 (0.231)] [data_t 0.009] [optim_t 0.213] [lr 0.000979] [CE 3.291 (3.467)] [KD 0.000 (0.000)] +2024-10-12 07:32:48,570 - Train: 61.78% [231850/375300] [185.3/300.0] [batch_t 0.214 (0.228)] [data_t 0.009] [optim_t 0.205] [lr 0.000978] [CE 3.644 (3.463)] [KD 0.000 (0.000)] +2024-10-12 07:33:00,002 - Train: 61.79% [231900/375300] [185.4/300.0] [batch_t 0.236 (0.229)] [data_t 0.009] [optim_t 0.227] [lr 0.000977] [CE 3.269 (3.423)] [KD 0.000 (0.000)] +2024-10-12 07:33:11,463 - Train: 61.80% [231950/375300] [185.4/300.0] [batch_t 0.253 (0.229)] [data_t 0.009] [optim_t 0.245] [lr 0.000977] [CE 3.630 (3.461)] [KD 0.000 (0.000)] +2024-10-12 07:33:23,001 - Train: 61.82% [232000/375300] [185.5/300.0] [batch_t 0.228 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.000976] [CE 3.195 (3.440)] [KD 0.000 (0.000)] +2024-10-12 07:33:34,467 - Train: 61.83% [232050/375300] [185.5/300.0] [batch_t 0.248 (0.229)] [data_t 0.009] [optim_t 0.239] [lr 0.000976] [CE 3.437 (3.497)] [KD 0.000 (0.000)] +2024-10-12 07:33:45,840 - Train: 61.84% [232100/375300] [185.5/300.0] [batch_t 0.250 (0.227)] [data_t 0.009] [optim_t 0.241] [lr 0.000975] [CE 3.724 (3.439)] [KD 0.000 (0.000)] +2024-10-12 07:33:57,364 - Train: 61.86% [232150/375300] [185.6/300.0] [batch_t 0.234 (0.230)] [data_t 0.009] [optim_t 0.225] [lr 0.000975] [CE 3.608 (3.451)] [KD 0.000 (0.000)] +2024-10-12 07:34:08,957 - Train: 61.87% [232200/375300] [185.6/300.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.000974] [CE 3.519 (3.481)] [KD 0.000 (0.000)] +2024-10-12 07:34:20,418 - Train: 61.88% [232250/375300] [185.7/300.0] [batch_t 0.240 (0.229)] [data_t 0.009] [optim_t 0.231] [lr 0.000973] [CE 3.586 (3.476)] [KD 0.000 (0.000)] +2024-10-12 07:34:31,918 - Train: 61.90% [232300/375300] [185.7/300.0] [batch_t 0.272 (0.230)] [data_t 0.009] [optim_t 0.263] [lr 0.000973] [CE 3.350 (3.476)] [KD 0.000 (0.000)] +2024-10-12 07:34:43,451 - Train: 61.91% [232350/375300] [185.7/300.0] [batch_t 0.246 (0.231)] [data_t 0.009] [optim_t 0.237] [lr 0.000972] [CE 3.574 (3.428)] [KD 0.000 (0.000)] +2024-10-12 07:34:55,431 - Train: 61.92% [232400/375300] [185.8/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.247] [lr 0.000972] [CE 3.482 (3.445)] [KD 0.000 (0.000)] +2024-10-12 07:35:07,589 - Train: 61.94% [232450/375300] [185.8/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.177] [lr 0.000971] [CE 3.637 (3.471)] [KD 0.000 (0.000)] +2024-10-12 07:35:19,904 - Train: 61.95% [232500/375300] [185.9/300.0] [batch_t 0.330 (0.246)] [data_t 0.009] [optim_t 0.321] [lr 0.000970] [CE 3.269 (3.502)] [KD 0.000 (0.000)] +2024-10-12 07:35:31,672 - Train: 61.96% [232550/375300] [185.9/300.0] [batch_t 0.246 (0.235)] [data_t 0.009] [optim_t 0.237] [lr 0.000970] [CE 3.612 (3.462)] [KD 0.000 (0.000)] +2024-10-12 07:35:43,832 - Train: 61.98% [232600/375300] [185.9/300.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.217] [lr 0.000969] [CE 3.647 (3.475)] [KD 0.000 (0.000)] +2024-10-12 07:35:55,712 - Train: 61.99% [232650/375300] [186.0/300.0] [batch_t 0.257 (0.237)] [data_t 0.009] [optim_t 0.247] [lr 0.000969] [CE 3.524 (3.479)] [KD 0.000 (0.000)] +2024-10-12 07:36:03,591 - ==> Total time: 15:42:46 Eta: 9:37:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:36:11,306 - Train: 62.00% [232700/375300] [186.0/300.0] [batch_t 0.186 (0.310)] [data_t 0.009] [optim_t 0.178] [lr 0.000968] [CE 3.416 (3.456)] [KD 0.000 (0.000)] +2024-10-12 07:36:21,892 - Train: 62.02% [232750/375300] [186.1/300.0] [batch_t 0.251 (0.212)] [data_t 0.009] [optim_t 0.242] [lr 0.000968] [CE 3.018 (3.481)] [KD 0.000 (0.000)] +2024-10-12 07:36:33,396 - Train: 62.03% [232800/375300] [186.1/300.0] [batch_t 0.243 (0.230)] [data_t 0.009] [optim_t 0.234] [lr 0.000967] [CE 3.495 (3.455)] [KD 0.000 (0.000)] +2024-10-12 07:36:44,832 - Train: 62.04% [232850/375300] [186.1/300.0] [batch_t 0.227 (0.229)] [data_t 0.009] [optim_t 0.219] [lr 0.000966] [CE 3.587 (3.454)] [KD 0.000 (0.000)] +2024-10-12 07:36:56,320 - Train: 62.06% [232900/375300] [186.2/300.0] [batch_t 0.187 (0.230)] [data_t 0.009] [optim_t 0.178] [lr 0.000966] [CE 3.455 (3.432)] [KD 0.000 (0.000)] +2024-10-12 07:37:08,079 - Train: 62.07% [232950/375300] [186.2/300.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000965] [CE 3.419 (3.455)] [KD 0.000 (0.000)] +2024-10-12 07:37:19,414 - Train: 62.08% [233000/375300] [186.3/300.0] [batch_t 0.244 (0.227)] [data_t 0.009] [optim_t 0.235] [lr 0.000965] [CE 3.769 (3.429)] [KD 0.000 (0.000)] +2024-10-12 07:37:31,063 - Train: 62.10% [233050/375300] [186.3/300.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000964] [CE 3.752 (3.454)] [KD 0.000 (0.000)] +2024-10-12 07:37:42,555 - Train: 62.11% [233100/375300] [186.3/300.0] [batch_t 0.242 (0.230)] [data_t 0.009] [optim_t 0.233] [lr 0.000964] [CE 3.431 (3.430)] [KD 0.000 (0.000)] +2024-10-12 07:37:54,111 - Train: 62.12% [233150/375300] [186.4/300.0] [batch_t 0.250 (0.231)] [data_t 0.009] [optim_t 0.242] [lr 0.000963] [CE 3.536 (3.453)] [KD 0.000 (0.000)] +2024-10-12 07:38:05,693 - Train: 62.14% [233200/375300] [186.4/300.0] [batch_t 0.238 (0.232)] [data_t 0.009] [optim_t 0.229] [lr 0.000962] [CE 3.332 (3.483)] [KD 0.000 (0.000)] +2024-10-12 07:38:17,024 - Train: 62.15% [233250/375300] [186.5/300.0] [batch_t 0.232 (0.227)] [data_t 0.009] [optim_t 0.223] [lr 0.000962] [CE 3.519 (3.470)] [KD 0.000 (0.000)] +2024-10-12 07:38:28,631 - Train: 62.16% [233300/375300] [186.5/300.0] [batch_t 0.213 (0.232)] [data_t 0.009] [optim_t 0.204] [lr 0.000961] [CE 3.302 (3.457)] [KD 0.000 (0.000)] +2024-10-12 07:38:40,139 - Train: 62.18% [233350/375300] [186.5/300.0] [batch_t 0.238 (0.230)] [data_t 0.009] [optim_t 0.229] [lr 0.000961] [CE 3.204 (3.500)] [KD 0.000 (0.000)] +2024-10-12 07:38:51,854 - Train: 62.19% [233400/375300] [186.6/300.0] [batch_t 0.217 (0.234)] [data_t 0.009] [optim_t 0.208] [lr 0.000960] [CE 3.269 (3.468)] [KD 0.000 (0.000)] +2024-10-12 07:39:03,356 - Train: 62.20% [233450/375300] [186.6/300.0] [batch_t 0.219 (0.230)] [data_t 0.009] [optim_t 0.210] [lr 0.000960] [CE 3.660 (3.438)] [KD 0.000 (0.000)] +2024-10-12 07:39:14,775 - Train: 62.22% [233500/375300] [186.7/300.0] [batch_t 0.232 (0.228)] [data_t 0.009] [optim_t 0.223] [lr 0.000959] [CE 3.232 (3.422)] [KD 0.000 (0.000)] +2024-10-12 07:39:26,185 - Train: 62.23% [233550/375300] [186.7/300.0] [batch_t 0.186 (0.228)] [data_t 0.009] [optim_t 0.177] [lr 0.000958] [CE 3.561 (3.453)] [KD 0.000 (0.000)] +2024-10-12 07:39:37,598 - Train: 62.24% [233600/375300] [186.7/300.0] [batch_t 0.225 (0.228)] [data_t 0.009] [optim_t 0.216] [lr 0.000958] [CE 3.220 (3.450)] [KD 0.000 (0.000)] +2024-10-12 07:39:48,932 - Train: 62.26% [233650/375300] [186.8/300.0] [batch_t 0.220 (0.227)] [data_t 0.009] [optim_t 0.212] [lr 0.000957] [CE 3.275 (3.459)] [KD 0.000 (0.000)] +2024-10-12 07:40:00,381 - Train: 62.27% [233700/375300] [186.8/300.0] [batch_t 0.250 (0.229)] [data_t 0.009] [optim_t 0.241] [lr 0.000957] [CE 3.300 (3.489)] [KD 0.000 (0.000)] +2024-10-12 07:40:11,806 - Train: 62.28% [233750/375300] [186.9/300.0] [batch_t 0.229 (0.228)] [data_t 0.009] [optim_t 0.220] [lr 0.000956] [CE 3.785 (3.450)] [KD 0.000 (0.000)] +2024-10-12 07:40:23,103 - Train: 62.30% [233800/375300] [186.9/300.0] [batch_t 0.231 (0.226)] [data_t 0.009] [optim_t 0.222] [lr 0.000955] [CE 3.818 (3.453)] [KD 0.000 (0.000)] +2024-10-12 07:40:34,372 - Train: 62.31% [233850/375300] [186.9/300.0] [batch_t 0.336 (0.225)] [data_t 0.009] [optim_t 0.327] [lr 0.000955] [CE 3.605 (3.454)] [KD 0.000 (0.000)] +2024-10-12 07:40:45,809 - Train: 62.32% [233900/375300] [187.0/300.0] [batch_t 0.219 (0.229)] [data_t 0.009] [optim_t 0.210] [lr 0.000954] [CE 3.687 (3.494)] [KD 0.000 (0.000)] +2024-10-12 07:40:53,810 - ==> Total time: 15:47:36 Eta: 9:32:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:41:00,436 - Train: 62.34% [233950/375300] [187.0/300.0] [batch_t 0.183 (0.412)] [data_t 0.009] [optim_t 0.174] [lr 0.000954] [CE 3.613 (3.463)] [KD 0.000 (0.000)] +2024-10-12 07:41:11,052 - Train: 62.35% [234000/375300] [187.1/300.0] [batch_t 0.242 (0.212)] [data_t 0.009] [optim_t 0.234] [lr 0.000953] [CE 3.659 (3.424)] [KD 0.000 (0.000)] +2024-10-12 07:41:22,426 - Train: 62.36% [234050/375300] [187.1/300.0] [batch_t 0.232 (0.227)] [data_t 0.009] [optim_t 0.223] [lr 0.000953] [CE 3.503 (3.439)] [KD 0.000 (0.000)] +2024-10-12 07:41:33,716 - Train: 62.38% [234100/375300] [187.1/300.0] [batch_t 0.241 (0.226)] [data_t 0.009] [optim_t 0.232] [lr 0.000952] [CE 3.314 (3.425)] [KD 0.000 (0.000)] +2024-10-12 07:41:45,199 - Train: 62.39% [234150/375300] [187.2/300.0] [batch_t 0.210 (0.230)] [data_t 0.009] [optim_t 0.201] [lr 0.000951] [CE 3.347 (3.409)] [KD 0.000 (0.000)] +2024-10-12 07:41:56,613 - Train: 62.40% [234200/375300] [187.2/300.0] [batch_t 0.239 (0.228)] [data_t 0.009] [optim_t 0.230] [lr 0.000951] [CE 3.646 (3.468)] [KD 0.000 (0.000)] +2024-10-12 07:42:08,090 - Train: 62.42% [234250/375300] [187.3/300.0] [batch_t 0.217 (0.229)] [data_t 0.009] [optim_t 0.209] [lr 0.000950] [CE 3.643 (3.425)] [KD 0.000 (0.000)] +2024-10-12 07:42:19,642 - Train: 62.43% [234300/375300] [187.3/300.0] [batch_t 0.283 (0.231)] [data_t 0.009] [optim_t 0.274] [lr 0.000950] [CE 3.206 (3.512)] [KD 0.000 (0.000)] +2024-10-12 07:42:31,199 - Train: 62.44% [234350/375300] [187.3/300.0] [batch_t 0.232 (0.231)] [data_t 0.009] [optim_t 0.223] [lr 0.000949] [CE 3.479 (3.393)] [KD 0.000 (0.000)] +2024-10-12 07:42:42,617 - Train: 62.46% [234400/375300] [187.4/300.0] [batch_t 0.234 (0.228)] [data_t 0.009] [optim_t 0.225] [lr 0.000949] [CE 3.680 (3.459)] [KD 0.000 (0.000)] +2024-10-12 07:42:54,096 - Train: 62.47% [234450/375300] [187.4/300.0] [batch_t 0.225 (0.229)] [data_t 0.009] [optim_t 0.216] [lr 0.000948] [CE 3.770 (3.486)] [KD 0.000 (0.000)] +2024-10-12 07:43:05,829 - Train: 62.48% [234500/375300] [187.5/300.0] [batch_t 0.220 (0.235)] [data_t 0.009] [optim_t 0.211] [lr 0.000947] [CE 3.381 (3.438)] [KD 0.000 (0.000)] +2024-10-12 07:43:17,317 - Train: 62.50% [234550/375300] [187.5/300.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.000947] [CE 3.596 (3.422)] [KD 0.000 (0.000)] +2024-10-12 07:43:28,780 - Train: 62.51% [234600/375300] [187.5/300.0] [batch_t 0.243 (0.229)] [data_t 0.009] [optim_t 0.234] [lr 0.000946] [CE 3.412 (3.457)] [KD 0.000 (0.000)] +2024-10-12 07:43:40,290 - Train: 62.52% [234650/375300] [187.6/300.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.000946] [CE 3.668 (3.444)] [KD 0.000 (0.000)] +2024-10-12 07:43:51,756 - Train: 62.54% [234700/375300] [187.6/300.0] [batch_t 0.210 (0.229)] [data_t 0.009] [optim_t 0.201] [lr 0.000945] [CE 3.280 (3.491)] [KD 0.000 (0.000)] +2024-10-12 07:44:03,409 - Train: 62.55% [234750/375300] [187.6/300.0] [batch_t 0.245 (0.233)] [data_t 0.009] [optim_t 0.236] [lr 0.000945] [CE 3.216 (3.439)] [KD 0.000 (0.000)] +2024-10-12 07:44:14,931 - Train: 62.56% [234800/375300] [187.7/300.0] [batch_t 0.188 (0.230)] [data_t 0.009] [optim_t 0.180] [lr 0.000944] [CE 3.523 (3.435)] [KD 0.000 (0.000)] +2024-10-12 07:44:26,538 - Train: 62.58% [234850/375300] [187.7/300.0] [batch_t 0.185 (0.232)] [data_t 0.009] [optim_t 0.176] [lr 0.000943] [CE 3.131 (3.470)] [KD 0.000 (0.000)] +2024-10-12 07:44:37,988 - Train: 62.59% [234900/375300] [187.8/300.0] [batch_t 0.257 (0.229)] [data_t 0.009] [optim_t 0.248] [lr 0.000943] [CE 3.167 (3.488)] [KD 0.000 (0.000)] +2024-10-12 07:44:49,732 - Train: 62.60% [234950/375300] [187.8/300.0] [batch_t 0.219 (0.235)] [data_t 0.009] [optim_t 0.210] [lr 0.000942] [CE 3.411 (3.437)] [KD 0.000 (0.000)] +2024-10-12 07:45:01,225 - Train: 62.62% [235000/375300] [187.8/300.0] [batch_t 0.230 (0.230)] [data_t 0.009] [optim_t 0.221] [lr 0.000942] [CE 3.796 (3.457)] [KD 0.000 (0.000)] +2024-10-12 07:45:12,940 - Train: 62.63% [235050/375300] [187.9/300.0] [batch_t 0.272 (0.234)] [data_t 0.009] [optim_t 0.263] [lr 0.000941] [CE 3.512 (3.442)] [KD 0.000 (0.000)] +2024-10-12 07:45:25,113 - Train: 62.64% [235100/375300] [187.9/300.0] [batch_t 0.211 (0.243)] [data_t 0.009] [optim_t 0.202] [lr 0.000941] [CE 3.227 (3.450)] [KD 0.000 (0.000)] +2024-10-12 07:45:37,191 - Train: 62.66% [235150/375300] [188.0/300.0] [batch_t 0.300 (0.241)] [data_t 0.009] [optim_t 0.292] [lr 0.000940] [CE 3.717 (3.459)] [KD 0.000 (0.000)] +2024-10-12 07:45:45,629 - ==> Total time: 15:52:28 Eta: 9:27:25 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:45:51,726 - Train: 62.67% [235200/375300] [188.0/300.0] [batch_t 0.184 (0.391)] [data_t 0.009] [optim_t 0.175] [lr 0.000939] [CE 3.541 (3.451)] [KD 0.000 (0.000)] +2024-10-12 07:46:02,511 - Train: 62.68% [235250/375300] [188.0/300.0] [batch_t 0.185 (0.216)] [data_t 0.009] [optim_t 0.176] [lr 0.000939] [CE 3.309 (3.409)] [KD 0.000 (0.000)] +2024-10-12 07:46:13,706 - Train: 62.70% [235300/375300] [188.1/300.0] [batch_t 0.229 (0.224)] [data_t 0.009] [optim_t 0.220] [lr 0.000938] [CE 3.313 (3.440)] [KD 0.000 (0.000)] +2024-10-12 07:46:25,328 - Train: 62.71% [235350/375300] [188.1/300.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.000938] [CE 3.486 (3.426)] [KD 0.000 (0.000)] +2024-10-12 07:46:36,638 - Train: 62.72% [235400/375300] [188.2/300.0] [batch_t 0.239 (0.226)] [data_t 0.009] [optim_t 0.230] [lr 0.000937] [CE 3.480 (3.399)] [KD 0.000 (0.000)] +2024-10-12 07:46:48,030 - Train: 62.74% [235450/375300] [188.2/300.0] [batch_t 0.242 (0.228)] [data_t 0.009] [optim_t 0.233] [lr 0.000937] [CE 3.081 (3.454)] [KD 0.000 (0.000)] +2024-10-12 07:46:59,519 - Train: 62.75% [235500/375300] [188.2/300.0] [batch_t 0.207 (0.230)] [data_t 0.009] [optim_t 0.198] [lr 0.000936] [CE 3.605 (3.424)] [KD 0.000 (0.000)] +2024-10-12 07:47:11,042 - Train: 62.76% [235550/375300] [188.3/300.0] [batch_t 0.210 (0.230)] [data_t 0.009] [optim_t 0.201] [lr 0.000935] [CE 2.935 (3.369)] [KD 0.000 (0.000)] +2024-10-12 07:47:23,059 - Train: 62.78% [235600/375300] [188.3/300.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000935] [CE 3.644 (3.444)] [KD 0.000 (0.000)] +2024-10-12 07:47:34,277 - Train: 62.79% [235650/375300] [188.4/300.0] [batch_t 0.185 (0.224)] [data_t 0.009] [optim_t 0.175] [lr 0.000934] [CE 3.444 (3.457)] [KD 0.000 (0.000)] +2024-10-12 07:47:45,486 - Train: 62.80% [235700/375300] [188.4/300.0] [batch_t 0.189 (0.224)] [data_t 0.009] [optim_t 0.180] [lr 0.000934] [CE 3.256 (3.440)] [KD 0.000 (0.000)] +2024-10-12 07:47:57,456 - Train: 62.82% [235750/375300] [188.4/300.0] [batch_t 0.275 (0.239)] [data_t 0.009] [optim_t 0.266] [lr 0.000933] [CE 3.756 (3.447)] [KD 0.000 (0.000)] +2024-10-12 07:48:09,438 - Train: 62.83% [235800/375300] [188.5/300.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.000933] [CE 3.616 (3.466)] [KD 0.000 (0.000)] +2024-10-12 07:48:21,334 - Train: 62.84% [235850/375300] [188.5/300.0] [batch_t 0.248 (0.238)] [data_t 0.009] [optim_t 0.239] [lr 0.000932] [CE 3.708 (3.441)] [KD 0.000 (0.000)] +2024-10-12 07:48:33,084 - Train: 62.86% [235900/375300] [188.6/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.178] [lr 0.000931] [CE 3.403 (3.460)] [KD 0.000 (0.000)] +2024-10-12 07:48:44,445 - Train: 62.87% [235950/375300] [188.6/300.0] [batch_t 0.217 (0.227)] [data_t 0.009] [optim_t 0.208] [lr 0.000931] [CE 3.174 (3.455)] [KD 0.000 (0.000)] +2024-10-12 07:48:55,810 - Train: 62.88% [236000/375300] [188.6/300.0] [batch_t 0.258 (0.227)] [data_t 0.009] [optim_t 0.249] [lr 0.000930] [CE 3.467 (3.463)] [KD 0.000 (0.000)] +2024-10-12 07:49:07,855 - Train: 62.90% [236050/375300] [188.7/300.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.000930] [CE 3.547 (3.471)] [KD 0.000 (0.000)] +2024-10-12 07:49:19,603 - Train: 62.91% [236100/375300] [188.7/300.0] [batch_t 0.208 (0.235)] [data_t 0.009] [optim_t 0.199] [lr 0.000929] [CE 3.112 (3.389)] [KD 0.000 (0.000)] +2024-10-12 07:49:31,300 - Train: 62.92% [236150/375300] [188.8/300.0] [batch_t 0.189 (0.234)] [data_t 0.009] [optim_t 0.180] [lr 0.000929] [CE 3.799 (3.466)] [KD 0.000 (0.000)] +2024-10-12 07:49:42,826 - Train: 62.94% [236200/375300] [188.8/300.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.000928] [CE 3.691 (3.479)] [KD 0.000 (0.000)] +2024-10-12 07:49:54,442 - Train: 62.95% [236250/375300] [188.8/300.0] [batch_t 0.208 (0.232)] [data_t 0.009] [optim_t 0.199] [lr 0.000927] [CE 3.604 (3.433)] [KD 0.000 (0.000)] +2024-10-12 07:50:05,928 - Train: 62.96% [236300/375300] [188.9/300.0] [batch_t 0.223 (0.230)] [data_t 0.009] [optim_t 0.214] [lr 0.000927] [CE 3.295 (3.437)] [KD 0.000 (0.000)] +2024-10-12 07:50:17,768 - Train: 62.98% [236350/375300] [188.9/300.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.231] [lr 0.000926] [CE 3.389 (3.497)] [KD 0.000 (0.000)] +2024-10-12 07:50:29,559 - Train: 62.99% [236400/375300] [189.0/300.0] [batch_t 0.237 (0.236)] [data_t 0.009] [optim_t 0.228] [lr 0.000926] [CE 2.948 (3.465)] [KD 0.000 (0.000)] +2024-10-12 07:50:38,205 - ==> Total time: 15:57:20 Eta: 9:22:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:50:44,700 - Train: 63.00% [236450/375300] [189.0/300.0] [batch_t 0.186 (0.472)] [data_t 0.009] [optim_t 0.177] [lr 0.000925] [CE 3.393 (3.386)] [KD 0.000 (0.000)] +2024-10-12 07:50:56,252 - Train: 63.02% [236500/375300] [189.0/300.0] [batch_t 0.272 (0.231)] [data_t 0.009] [optim_t 0.263] [lr 0.000925] [CE 3.515 (3.465)] [KD 0.000 (0.000)] +2024-10-12 07:51:08,429 - Train: 63.03% [236550/375300] [189.1/300.0] [batch_t 0.266 (0.243)] [data_t 0.009] [optim_t 0.257] [lr 0.000924] [CE 3.470 (3.421)] [KD 0.000 (0.000)] +2024-10-12 07:51:20,335 - Train: 63.04% [236600/375300] [189.1/300.0] [batch_t 0.210 (0.238)] [data_t 0.009] [optim_t 0.201] [lr 0.000923] [CE 3.268 (3.459)] [KD 0.000 (0.000)] +2024-10-12 07:51:32,374 - Train: 63.06% [236650/375300] [189.2/300.0] [batch_t 0.260 (0.241)] [data_t 0.009] [optim_t 0.251] [lr 0.000923] [CE 3.505 (3.402)] [KD 0.000 (0.000)] +2024-10-12 07:51:44,234 - Train: 63.07% [236700/375300] [189.2/300.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000922] [CE 3.407 (3.451)] [KD 0.000 (0.000)] +2024-10-12 07:51:56,183 - Train: 63.08% [236750/375300] [189.2/300.0] [batch_t 0.263 (0.239)] [data_t 0.009] [optim_t 0.254] [lr 0.000922] [CE 3.761 (3.443)] [KD 0.000 (0.000)] +2024-10-12 07:52:07,804 - Train: 63.10% [236800/375300] [189.3/300.0] [batch_t 0.224 (0.232)] [data_t 0.009] [optim_t 0.215] [lr 0.000921] [CE 3.452 (3.416)] [KD 0.000 (0.000)] +2024-10-12 07:52:19,525 - Train: 63.11% [236850/375300] [189.3/300.0] [batch_t 0.264 (0.234)] [data_t 0.009] [optim_t 0.256] [lr 0.000921] [CE 3.324 (3.443)] [KD 0.000 (0.000)] +2024-10-12 07:52:31,324 - Train: 63.12% [236900/375300] [189.4/300.0] [batch_t 0.263 (0.236)] [data_t 0.009] [optim_t 0.254] [lr 0.000920] [CE 3.743 (3.417)] [KD 0.000 (0.000)] +2024-10-12 07:52:43,097 - Train: 63.14% [236950/375300] [189.4/300.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000919] [CE 3.569 (3.441)] [KD 0.000 (0.000)] +2024-10-12 07:52:54,877 - Train: 63.15% [237000/375300] [189.4/300.0] [batch_t 0.492 (0.235)] [data_t 0.009] [optim_t 0.483] [lr 0.000919] [CE 3.581 (3.450)] [KD 0.000 (0.000)] +2024-10-12 07:53:06,586 - Train: 63.16% [237050/375300] [189.5/300.0] [batch_t 0.267 (0.234)] [data_t 0.009] [optim_t 0.258] [lr 0.000918] [CE 3.656 (3.462)] [KD 0.000 (0.000)] +2024-10-12 07:53:18,415 - Train: 63.18% [237100/375300] [189.5/300.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000918] [CE 3.418 (3.375)] [KD 0.000 (0.000)] +2024-10-12 07:53:30,238 - Train: 63.19% [237150/375300] [189.6/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.000917] [CE 3.582 (3.461)] [KD 0.000 (0.000)] +2024-10-12 07:53:42,088 - Train: 63.20% [237200/375300] [189.6/300.0] [batch_t 0.529 (0.237)] [data_t 0.009] [optim_t 0.520] [lr 0.000917] [CE 3.469 (3.427)] [KD 0.000 (0.000)] +2024-10-12 07:53:53,697 - Train: 63.22% [237250/375300] [189.6/300.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.000916] [CE 3.205 (3.444)] [KD 0.000 (0.000)] +2024-10-12 07:54:05,513 - Train: 63.23% [237300/375300] [189.7/300.0] [batch_t 0.253 (0.236)] [data_t 0.009] [optim_t 0.244] [lr 0.000915] [CE 3.127 (3.415)] [KD 0.000 (0.000)] +2024-10-12 07:54:17,026 - Train: 63.24% [237350/375300] [189.7/300.0] [batch_t 0.191 (0.230)] [data_t 0.009] [optim_t 0.182] [lr 0.000915] [CE 3.476 (3.481)] [KD 0.000 (0.000)] +2024-10-12 07:54:28,614 - Train: 63.26% [237400/375300] [189.8/300.0] [batch_t 0.240 (0.232)] [data_t 0.009] [optim_t 0.231] [lr 0.000914] [CE 3.322 (3.444)] [KD 0.000 (0.000)] +2024-10-12 07:54:40,706 - Train: 63.27% [237450/375300] [189.8/300.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000914] [CE 3.184 (3.469)] [KD 0.000 (0.000)] +2024-10-12 07:54:52,317 - Train: 63.28% [237500/375300] [189.8/300.0] [batch_t 0.198 (0.232)] [data_t 0.009] [optim_t 0.189] [lr 0.000913] [CE 3.629 (3.446)] [KD 0.000 (0.000)] +2024-10-12 07:55:03,911 - Train: 63.30% [237550/375300] [189.9/300.0] [batch_t 0.211 (0.232)] [data_t 0.009] [optim_t 0.202] [lr 0.000913] [CE 3.253 (3.426)] [KD 0.000 (0.000)] +2024-10-12 07:55:15,464 - Train: 63.31% [237600/375300] [189.9/300.0] [batch_t 0.183 (0.231)] [data_t 0.009] [optim_t 0.174] [lr 0.000912] [CE 3.469 (3.443)] [KD 0.000 (0.000)] +2024-10-12 07:55:26,899 - Train: 63.32% [237650/375300] [190.0/300.0] [batch_t 0.187 (0.229)] [data_t 0.009] [optim_t 0.178] [lr 0.000911] [CE 3.560 (3.481)] [KD 0.000 (0.000)] +2024-10-12 07:55:47,844 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 38007] [top5_cnt 46593] [top_all 50000] +2024-10-12 07:55:47,844 - net: 76.014 (93.186) +2024-10-12 07:56:00,145 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39665] [top5_cnt 47387] [top_all 50000] +2024-10-12 07:56:00,146 - net_E: 79.330 (94.774) +2024-10-12 07:56:00,295 - Max [top1: 76.014 (epoch: 190)] [top1-ema: 79.330 (epoch: 190)] +2024-10-12 07:56:00,295 - ==> Total time: 16:02:43 Eta: 9:17:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 07:56:12,432 - Train: 63.34% [237700/375300] [190.0/300.0] [batch_t 0.188 (0.304)] [data_t 0.009] [optim_t 0.179] [lr 0.000911] [CE 3.486 (3.398)] [KD 0.000 (0.000)] +2024-10-12 07:56:23,064 - Train: 63.35% [237750/375300] [190.0/300.0] [batch_t 0.185 (0.212)] [data_t 0.009] [optim_t 0.176] [lr 0.000910] [CE 3.367 (3.425)] [KD 0.000 (0.000)] +2024-10-12 07:56:35,095 - Train: 63.36% [237800/375300] [190.1/300.0] [batch_t 0.186 (0.241)] [data_t 0.009] [optim_t 0.176] [lr 0.000910] [CE 3.238 (3.397)] [KD 0.000 (0.000)] +2024-10-12 07:56:46,941 - Train: 63.38% [237850/375300] [190.1/300.0] [batch_t 0.218 (0.237)] [data_t 0.042] [optim_t 0.176] [lr 0.000909] [CE 3.328 (3.443)] [KD 0.000 (0.000)] +2024-10-12 07:56:58,698 - Train: 63.39% [237900/375300] [190.2/300.0] [batch_t 0.237 (0.235)] [data_t 0.062] [optim_t 0.175] [lr 0.000909] [CE 3.117 (3.391)] [KD 0.000 (0.000)] +2024-10-12 07:57:10,636 - Train: 63.40% [237950/375300] [190.2/300.0] [batch_t 0.258 (0.239)] [data_t 0.083] [optim_t 0.175] [lr 0.000908] [CE 3.126 (3.436)] [KD 0.000 (0.000)] +2024-10-12 07:57:22,514 - Train: 63.42% [238000/375300] [190.2/300.0] [batch_t 0.256 (0.237)] [data_t 0.082] [optim_t 0.174] [lr 0.000907] [CE 3.270 (3.431)] [KD 0.000 (0.000)] +2024-10-12 07:57:34,420 - Train: 63.43% [238050/375300] [190.3/300.0] [batch_t 0.248 (0.238)] [data_t 0.074] [optim_t 0.174] [lr 0.000907] [CE 3.717 (3.458)] [KD 0.000 (0.000)] +2024-10-12 07:57:46,280 - Train: 63.44% [238100/375300] [190.3/300.0] [batch_t 0.189 (0.237)] [data_t 0.009] [optim_t 0.180] [lr 0.000906] [CE 3.572 (3.440)] [KD 0.000 (0.000)] +2024-10-12 07:57:58,196 - Train: 63.46% [238150/375300] [190.4/300.0] [batch_t 0.252 (0.238)] [data_t 0.009] [optim_t 0.244] [lr 0.000906] [CE 3.474 (3.448)] [KD 0.000 (0.000)] +2024-10-12 07:58:10,470 - Train: 63.47% [238200/375300] [190.4/300.0] [batch_t 0.266 (0.245)] [data_t 0.009] [optim_t 0.257] [lr 0.000905] [CE 3.142 (3.486)] [KD 0.000 (0.000)] +2024-10-12 07:58:22,728 - Train: 63.48% [238250/375300] [190.4/300.0] [batch_t 0.206 (0.245)] [data_t 0.009] [optim_t 0.197] [lr 0.000905] [CE 3.401 (3.363)] [KD 0.000 (0.000)] +2024-10-12 07:58:34,900 - Train: 63.50% [238300/375300] [190.5/300.0] [batch_t 0.249 (0.243)] [data_t 0.009] [optim_t 0.240] [lr 0.000904] [CE 3.676 (3.469)] [KD 0.000 (0.000)] +2024-10-12 07:58:46,805 - Train: 63.51% [238350/375300] [190.5/300.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.212] [lr 0.000904] [CE 3.717 (3.445)] [KD 0.000 (0.000)] +2024-10-12 07:58:58,770 - Train: 63.52% [238400/375300] [190.6/300.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000903] [CE 3.171 (3.458)] [KD 0.000 (0.000)] +2024-10-12 07:59:10,677 - Train: 63.54% [238450/375300] [190.6/300.0] [batch_t 0.264 (0.238)] [data_t 0.009] [optim_t 0.255] [lr 0.000902] [CE 3.556 (3.462)] [KD 0.000 (0.000)] +2024-10-12 07:59:22,688 - Train: 63.55% [238500/375300] [190.6/300.0] [batch_t 0.317 (0.240)] [data_t 0.009] [optim_t 0.308] [lr 0.000902] [CE 3.738 (3.461)] [KD 0.000 (0.000)] +2024-10-12 07:59:34,447 - Train: 63.56% [238550/375300] [190.7/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.177] [lr 0.000901] [CE 3.664 (3.415)] [KD 0.000 (0.000)] +2024-10-12 07:59:46,396 - Train: 63.58% [238600/375300] [190.7/300.0] [batch_t 0.210 (0.239)] [data_t 0.009] [optim_t 0.201] [lr 0.000901] [CE 3.534 (3.462)] [KD 0.000 (0.000)] +2024-10-12 07:59:58,413 - Train: 63.59% [238650/375300] [190.8/300.0] [batch_t 0.192 (0.240)] [data_t 0.009] [optim_t 0.183] [lr 0.000900] [CE 3.321 (3.428)] [KD 0.000 (0.000)] +2024-10-12 08:00:10,595 - Train: 63.60% [238700/375300] [190.8/300.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000900] [CE 3.401 (3.423)] [KD 0.000 (0.000)] +2024-10-12 08:00:22,842 - Train: 63.62% [238750/375300] [190.8/300.0] [batch_t 0.280 (0.245)] [data_t 0.009] [optim_t 0.271] [lr 0.000899] [CE 3.611 (3.464)] [KD 0.000 (0.000)] +2024-10-12 08:00:35,005 - Train: 63.63% [238800/375300] [190.9/300.0] [batch_t 0.268 (0.243)] [data_t 0.009] [optim_t 0.260] [lr 0.000898] [CE 3.638 (3.435)] [KD 0.000 (0.000)] +2024-10-12 08:00:46,932 - Train: 63.64% [238850/375300] [190.9/300.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.000898] [CE 3.502 (3.412)] [KD 0.000 (0.000)] +2024-10-12 08:00:58,992 - Train: 63.66% [238900/375300] [191.0/300.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000897] [CE 3.483 (3.443)] [KD 0.000 (0.000)] +2024-10-12 08:01:08,377 - ==> Total time: 16:07:51 Eta: 9:12:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:01:14,244 - Train: 63.67% [238950/375300] [191.0/300.0] [batch_t 0.184 (0.510)] [data_t 0.009] [optim_t 0.175] [lr 0.000897] [CE 3.358 (3.380)] [KD 0.000 (0.000)] +2024-10-12 08:01:24,610 - Train: 63.68% [239000/375300] [191.0/300.0] [batch_t 0.190 (0.207)] [data_t 0.009] [optim_t 0.181] [lr 0.000896] [CE 3.573 (3.405)] [KD 0.000 (0.000)] +2024-10-12 08:01:36,743 - Train: 63.70% [239050/375300] [191.1/300.0] [batch_t 0.261 (0.243)] [data_t 0.009] [optim_t 0.253] [lr 0.000896] [CE 2.829 (3.452)] [KD 0.000 (0.000)] +2024-10-12 08:01:48,609 - Train: 63.71% [239100/375300] [191.1/300.0] [batch_t 0.281 (0.237)] [data_t 0.009] [optim_t 0.272] [lr 0.000895] [CE 3.759 (3.457)] [KD 0.000 (0.000)] +2024-10-12 08:02:00,641 - Train: 63.72% [239150/375300] [191.2/300.0] [batch_t 0.185 (0.241)] [data_t 0.009] [optim_t 0.176] [lr 0.000894] [CE 3.736 (3.463)] [KD 0.000 (0.000)] +2024-10-12 08:02:12,691 - Train: 63.74% [239200/375300] [191.2/300.0] [batch_t 0.280 (0.241)] [data_t 0.009] [optim_t 0.271] [lr 0.000894] [CE 3.510 (3.423)] [KD 0.000 (0.000)] +2024-10-12 08:02:25,039 - Train: 63.75% [239250/375300] [191.2/300.0] [batch_t 0.275 (0.247)] [data_t 0.009] [optim_t 0.266] [lr 0.000893] [CE 3.463 (3.430)] [KD 0.000 (0.000)] +2024-10-12 08:02:36,986 - Train: 63.76% [239300/375300] [191.3/300.0] [batch_t 0.187 (0.239)] [data_t 0.009] [optim_t 0.179] [lr 0.000893] [CE 3.641 (3.427)] [KD 0.000 (0.000)] +2024-10-12 08:02:48,556 - Train: 63.78% [239350/375300] [191.3/300.0] [batch_t 0.243 (0.231)] [data_t 0.009] [optim_t 0.234] [lr 0.000892] [CE 3.135 (3.429)] [KD 0.000 (0.000)] +2024-10-12 08:03:00,596 - Train: 63.79% [239400/375300] [191.4/300.0] [batch_t 0.184 (0.241)] [data_t 0.009] [optim_t 0.175] [lr 0.000892] [CE 3.268 (3.439)] [KD 0.000 (0.000)] +2024-10-12 08:03:12,378 - Train: 63.80% [239450/375300] [191.4/300.0] [batch_t 0.262 (0.236)] [data_t 0.009] [optim_t 0.253] [lr 0.000891] [CE 3.300 (3.447)] [KD 0.000 (0.000)] +2024-10-12 08:03:24,425 - Train: 63.82% [239500/375300] [191.4/300.0] [batch_t 0.252 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.000891] [CE 3.623 (3.444)] [KD 0.000 (0.000)] +2024-10-12 08:03:36,579 - Train: 63.83% [239550/375300] [191.5/300.0] [batch_t 0.260 (0.243)] [data_t 0.009] [optim_t 0.251] [lr 0.000890] [CE 3.424 (3.506)] [KD 0.000 (0.000)] +2024-10-12 08:03:48,546 - Train: 63.84% [239600/375300] [191.5/300.0] [batch_t 0.304 (0.239)] [data_t 0.009] [optim_t 0.295] [lr 0.000889] [CE 3.277 (3.478)] [KD 0.000 (0.000)] +2024-10-12 08:04:00,581 - Train: 63.86% [239650/375300] [191.6/300.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.000889] [CE 3.325 (3.442)] [KD 0.000 (0.000)] +2024-10-12 08:04:12,904 - Train: 63.87% [239700/375300] [191.6/300.0] [batch_t 0.187 (0.246)] [data_t 0.009] [optim_t 0.178] [lr 0.000888] [CE 3.435 (3.437)] [KD 0.000 (0.000)] +2024-10-12 08:04:25,247 - Train: 63.88% [239750/375300] [191.6/300.0] [batch_t 0.200 (0.247)] [data_t 0.009] [optim_t 0.191] [lr 0.000888] [CE 3.635 (3.456)] [KD 0.000 (0.000)] +2024-10-12 08:04:37,244 - Train: 63.90% [239800/375300] [191.7/300.0] [batch_t 0.269 (0.240)] [data_t 0.009] [optim_t 0.260] [lr 0.000887] [CE 3.200 (3.453)] [KD 0.000 (0.000)] +2024-10-12 08:04:49,614 - Train: 63.91% [239850/375300] [191.7/300.0] [batch_t 0.184 (0.247)] [data_t 0.009] [optim_t 0.176] [lr 0.000887] [CE 3.614 (3.441)] [KD 0.000 (0.000)] +2024-10-12 08:05:01,713 - Train: 63.92% [239900/375300] [191.8/300.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000886] [CE 3.450 (3.411)] [KD 0.000 (0.000)] +2024-10-12 08:05:13,799 - Train: 63.94% [239950/375300] [191.8/300.0] [batch_t 0.204 (0.242)] [data_t 0.009] [optim_t 0.195] [lr 0.000885] [CE 3.283 (3.430)] [KD 0.000 (0.000)] +2024-10-12 08:05:26,098 - Train: 63.95% [240000/375300] [191.8/300.0] [batch_t 0.260 (0.246)] [data_t 0.009] [optim_t 0.252] [lr 0.000885] [CE 3.716 (3.415)] [KD 0.000 (0.000)] +2024-10-12 08:05:38,031 - Train: 63.96% [240050/375300] [191.9/300.0] [batch_t 0.192 (0.239)] [data_t 0.009] [optim_t 0.183] [lr 0.000884] [CE 3.508 (3.438)] [KD 0.000 (0.000)] +2024-10-12 08:05:49,786 - Train: 63.98% [240100/375300] [191.9/300.0] [batch_t 0.206 (0.235)] [data_t 0.009] [optim_t 0.197] [lr 0.000884] [CE 2.814 (3.435)] [KD 0.000 (0.000)] +2024-10-12 08:06:01,797 - Train: 63.99% [240150/375300] [192.0/300.0] [batch_t 0.189 (0.240)] [data_t 0.009] [optim_t 0.181] [lr 0.000883] [CE 3.380 (3.475)] [KD 0.000 (0.000)] +2024-10-12 08:06:11,415 - ==> Total time: 16:12:54 Eta: 9:07:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:06:17,220 - Train: 64.00% [240200/375300] [192.0/300.0] [batch_t 0.185 (0.532)] [data_t 0.009] [optim_t 0.176] [lr 0.000883] [CE 3.411 (3.450)] [KD 0.000 (0.000)] +2024-10-12 08:06:27,720 - Train: 64.02% [240250/375300] [192.0/300.0] [batch_t 0.282 (0.210)] [data_t 0.106] [optim_t 0.176] [lr 0.000882] [CE 2.887 (3.388)] [KD 0.000 (0.000)] +2024-10-12 08:06:39,485 - Train: 64.03% [240300/375300] [192.1/300.0] [batch_t 0.219 (0.235)] [data_t 0.043] [optim_t 0.176] [lr 0.000882] [CE 3.372 (3.373)] [KD 0.000 (0.000)] +2024-10-12 08:06:51,422 - Train: 64.04% [240350/375300] [192.1/300.0] [batch_t 0.251 (0.239)] [data_t 0.073] [optim_t 0.178] [lr 0.000881] [CE 3.172 (3.387)] [KD 0.000 (0.000)] +2024-10-12 08:07:02,900 - Train: 64.06% [240400/375300] [192.2/300.0] [batch_t 0.190 (0.229)] [data_t 0.009] [optim_t 0.181] [lr 0.000880] [CE 3.456 (3.425)] [KD 0.000 (0.000)] +2024-10-12 08:07:14,327 - Train: 64.07% [240450/375300] [192.2/300.0] [batch_t 0.240 (0.228)] [data_t 0.064] [optim_t 0.176] [lr 0.000880] [CE 3.309 (3.439)] [KD 0.000 (0.000)] +2024-10-12 08:07:25,841 - Train: 64.08% [240500/375300] [192.2/300.0] [batch_t 0.223 (0.230)] [data_t 0.050] [optim_t 0.173] [lr 0.000879] [CE 3.427 (3.394)] [KD 0.000 (0.000)] +2024-10-12 08:07:37,378 - Train: 64.10% [240550/375300] [192.3/300.0] [batch_t 0.270 (0.231)] [data_t 0.092] [optim_t 0.179] [lr 0.000879] [CE 3.276 (3.392)] [KD 0.000 (0.000)] +2024-10-12 08:07:49,037 - Train: 64.11% [240600/375300] [192.3/300.0] [batch_t 0.216 (0.233)] [data_t 0.043] [optim_t 0.173] [lr 0.000878] [CE 3.599 (3.439)] [KD 0.000 (0.000)] +2024-10-12 08:08:01,000 - Train: 64.12% [240650/375300] [192.4/300.0] [batch_t 0.233 (0.239)] [data_t 0.062] [optim_t 0.172] [lr 0.000878] [CE 3.212 (3.471)] [KD 0.000 (0.000)] +2024-10-12 08:08:12,822 - Train: 64.14% [240700/375300] [192.4/300.0] [batch_t 0.223 (0.236)] [data_t 0.048] [optim_t 0.175] [lr 0.000877] [CE 3.461 (3.435)] [KD 0.000 (0.000)] +2024-10-12 08:08:24,811 - Train: 64.15% [240750/375300] [192.4/300.0] [batch_t 0.335 (0.240)] [data_t 0.161] [optim_t 0.174] [lr 0.000876] [CE 3.362 (3.404)] [KD 0.000 (0.000)] +2024-10-12 08:08:37,029 - Train: 64.16% [240800/375300] [192.5/300.0] [batch_t 0.239 (0.244)] [data_t 0.009] [optim_t 0.230] [lr 0.000876] [CE 3.687 (3.392)] [KD 0.000 (0.000)] +2024-10-12 08:08:49,212 - Train: 64.18% [240850/375300] [192.5/300.0] [batch_t 0.186 (0.244)] [data_t 0.010] [optim_t 0.177] [lr 0.000875] [CE 3.105 (3.400)] [KD 0.000 (0.000)] +2024-10-12 08:09:01,074 - Train: 64.19% [240900/375300] [192.6/300.0] [batch_t 0.212 (0.237)] [data_t 0.009] [optim_t 0.203] [lr 0.000875] [CE 3.418 (3.461)] [KD 0.000 (0.000)] +2024-10-12 08:09:13,025 - Train: 64.20% [240950/375300] [192.6/300.0] [batch_t 0.280 (0.239)] [data_t 0.009] [optim_t 0.271] [lr 0.000874] [CE 3.457 (3.433)] [KD 0.000 (0.000)] +2024-10-12 08:09:25,058 - Train: 64.22% [241000/375300] [192.6/300.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.000874] [CE 3.496 (3.437)] [KD 0.000 (0.000)] +2024-10-12 08:09:36,887 - Train: 64.23% [241050/375300] [192.7/300.0] [batch_t 0.263 (0.236)] [data_t 0.009] [optim_t 0.254] [lr 0.000873] [CE 3.621 (3.452)] [KD 0.000 (0.000)] +2024-10-12 08:09:49,017 - Train: 64.24% [241100/375300] [192.7/300.0] [batch_t 0.323 (0.242)] [data_t 0.009] [optim_t 0.314] [lr 0.000873] [CE 3.068 (3.387)] [KD 0.000 (0.000)] +2024-10-12 08:10:00,607 - Train: 64.26% [241150/375300] [192.8/300.0] [batch_t 0.194 (0.232)] [data_t 0.009] [optim_t 0.185] [lr 0.000872] [CE 3.340 (3.449)] [KD 0.000 (0.000)] +2024-10-12 08:10:12,557 - Train: 64.27% [241200/375300] [192.8/300.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000871] [CE 3.777 (3.434)] [KD 0.000 (0.000)] +2024-10-12 08:10:24,065 - Train: 64.28% [241250/375300] [192.8/300.0] [batch_t 0.194 (0.230)] [data_t 0.009] [optim_t 0.185] [lr 0.000871] [CE 3.549 (3.463)] [KD 0.000 (0.000)] +2024-10-12 08:10:35,176 - Train: 64.30% [241300/375300] [192.9/300.0] [batch_t 0.192 (0.222)] [data_t 0.009] [optim_t 0.183] [lr 0.000870] [CE 3.149 (3.420)] [KD 0.000 (0.000)] +2024-10-12 08:10:46,527 - Train: 64.31% [241350/375300] [192.9/300.0] [batch_t 0.281 (0.227)] [data_t 0.106] [optim_t 0.175] [lr 0.000870] [CE 3.569 (3.380)] [KD 0.000 (0.000)] +2024-10-12 08:10:58,281 - Train: 64.32% [241400/375300] [193.0/300.0] [batch_t 0.188 (0.235)] [data_t 0.009] [optim_t 0.179] [lr 0.000869] [CE 3.388 (3.447)] [KD 0.000 (0.000)] +2024-10-12 08:11:07,807 - ==> Total time: 16:17:50 Eta: 9:02:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:11:13,160 - Train: 64.34% [241450/375300] [193.0/300.0] [batch_t 0.190 (0.578)] [data_t 0.009] [optim_t 0.180] [lr 0.000869] [CE 3.258 (3.422)] [KD 0.000 (0.000)] +2024-10-12 08:11:24,204 - Train: 64.35% [241500/375300] [193.0/300.0] [batch_t 0.253 (0.221)] [data_t 0.009] [optim_t 0.244] [lr 0.000868] [CE 3.670 (3.397)] [KD 0.000 (0.000)] +2024-10-12 08:11:36,289 - Train: 64.36% [241550/375300] [193.1/300.0] [batch_t 0.274 (0.242)] [data_t 0.009] [optim_t 0.265] [lr 0.000867] [CE 3.429 (3.451)] [KD 0.000 (0.000)] +2024-10-12 08:11:48,488 - Train: 64.38% [241600/375300] [193.1/300.0] [batch_t 0.362 (0.244)] [data_t 0.009] [optim_t 0.353] [lr 0.000867] [CE 3.174 (3.407)] [KD 0.000 (0.000)] +2024-10-12 08:12:00,253 - Train: 64.39% [241650/375300] [193.2/300.0] [batch_t 0.252 (0.235)] [data_t 0.009] [optim_t 0.242] [lr 0.000866] [CE 3.209 (3.369)] [KD 0.000 (0.000)] +2024-10-12 08:12:11,781 - Train: 64.40% [241700/375300] [193.2/300.0] [batch_t 0.186 (0.230)] [data_t 0.009] [optim_t 0.177] [lr 0.000866] [CE 3.356 (3.422)] [KD 0.000 (0.000)] +2024-10-12 08:12:22,875 - Train: 64.42% [241750/375300] [193.2/300.0] [batch_t 0.221 (0.222)] [data_t 0.009] [optim_t 0.212] [lr 0.000865] [CE 3.456 (3.383)] [KD 0.000 (0.000)] +2024-10-12 08:12:34,467 - Train: 64.43% [241800/375300] [193.3/300.0] [batch_t 0.230 (0.232)] [data_t 0.009] [optim_t 0.221] [lr 0.000865] [CE 3.351 (3.352)] [KD 0.000 (0.000)] +2024-10-12 08:12:46,618 - Train: 64.44% [241850/375300] [193.3/300.0] [batch_t 0.226 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.000864] [CE 3.198 (3.429)] [KD 0.000 (0.000)] +2024-10-12 08:12:58,606 - Train: 64.46% [241900/375300] [193.4/300.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.000864] [CE 2.964 (3.356)] [KD 0.000 (0.000)] +2024-10-12 08:13:10,525 - Train: 64.47% [241950/375300] [193.4/300.0] [batch_t 0.238 (0.238)] [data_t 0.009] [optim_t 0.229] [lr 0.000863] [CE 3.364 (3.447)] [KD 0.000 (0.000)] +2024-10-12 08:13:22,315 - Train: 64.48% [242000/375300] [193.4/300.0] [batch_t 0.254 (0.236)] [data_t 0.009] [optim_t 0.245] [lr 0.000862] [CE 3.235 (3.369)] [KD 0.000 (0.000)] +2024-10-12 08:13:33,529 - Train: 64.50% [242050/375300] [193.5/300.0] [batch_t 0.250 (0.224)] [data_t 0.009] [optim_t 0.241] [lr 0.000862] [CE 3.519 (3.443)] [KD 0.000 (0.000)] +2024-10-12 08:13:44,750 - Train: 64.51% [242100/375300] [193.5/300.0] [batch_t 0.187 (0.224)] [data_t 0.009] [optim_t 0.178] [lr 0.000861] [CE 3.298 (3.423)] [KD 0.000 (0.000)] +2024-10-12 08:13:56,253 - Train: 64.52% [242150/375300] [193.6/300.0] [batch_t 0.187 (0.230)] [data_t 0.009] [optim_t 0.178] [lr 0.000861] [CE 2.976 (3.383)] [KD 0.000 (0.000)] +2024-10-12 08:14:07,474 - Train: 64.54% [242200/375300] [193.6/300.0] [batch_t 0.244 (0.224)] [data_t 0.069] [optim_t 0.176] [lr 0.000860] [CE 3.449 (3.385)] [KD 0.000 (0.000)] +2024-10-12 08:14:19,098 - Train: 64.55% [242250/375300] [193.6/300.0] [batch_t 0.232 (0.232)] [data_t 0.055] [optim_t 0.177] [lr 0.000860] [CE 3.388 (3.406)] [KD 0.000 (0.000)] +2024-10-12 08:14:30,693 - Train: 64.56% [242300/375300] [193.7/300.0] [batch_t 0.205 (0.232)] [data_t 0.030] [optim_t 0.175] [lr 0.000859] [CE 3.418 (3.413)] [KD 0.000 (0.000)] +2024-10-12 08:14:42,366 - Train: 64.58% [242350/375300] [193.7/300.0] [batch_t 0.205 (0.233)] [data_t 0.031] [optim_t 0.173] [lr 0.000859] [CE 3.345 (3.437)] [KD 0.000 (0.000)] +2024-10-12 08:14:53,774 - Train: 64.59% [242400/375300] [193.8/300.0] [batch_t 0.237 (0.228)] [data_t 0.063] [optim_t 0.174] [lr 0.000858] [CE 3.275 (3.421)] [KD 0.000 (0.000)] +2024-10-12 08:15:05,449 - Train: 64.60% [242450/375300] [193.8/300.0] [batch_t 0.216 (0.233)] [data_t 0.043] [optim_t 0.173] [lr 0.000857] [CE 3.440 (3.427)] [KD 0.000 (0.000)] +2024-10-12 08:15:17,071 - Train: 64.61% [242500/375300] [193.8/300.0] [batch_t 0.240 (0.232)] [data_t 0.068] [optim_t 0.172] [lr 0.000857] [CE 3.480 (3.393)] [KD 0.000 (0.000)] +2024-10-12 08:15:28,911 - Train: 64.63% [242550/375300] [193.9/300.0] [batch_t 0.182 (0.237)] [data_t 0.009] [optim_t 0.174] [lr 0.000856] [CE 3.175 (3.455)] [KD 0.000 (0.000)] +2024-10-12 08:15:40,705 - Train: 64.64% [242600/375300] [193.9/300.0] [batch_t 0.264 (0.236)] [data_t 0.009] [optim_t 0.255] [lr 0.000856] [CE 3.557 (3.414)] [KD 0.000 (0.000)] +2024-10-12 08:15:52,797 - Train: 64.65% [242650/375300] [194.0/300.0] [batch_t 0.258 (0.242)] [data_t 0.009] [optim_t 0.249] [lr 0.000855] [CE 3.395 (3.399)] [KD 0.000 (0.000)] +2024-10-12 08:16:02,613 - ==> Total time: 16:22:45 Eta: 8:56:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:16:10,752 - Train: 64.67% [242700/375300] [194.0/300.0] [batch_t 0.184 (0.352)] [data_t 0.009] [optim_t 0.175] [lr 0.000855] [CE 3.196 (3.230)] [KD 0.000 (0.000)] +2024-10-12 08:16:21,881 - Train: 64.68% [242750/375300] [194.0/300.0] [batch_t 0.185 (0.222)] [data_t 0.009] [optim_t 0.176] [lr 0.000854] [CE 3.620 (3.440)] [KD 0.000 (0.000)] +2024-10-12 08:16:33,437 - Train: 64.69% [242800/375300] [194.1/300.0] [batch_t 0.373 (0.231)] [data_t 0.009] [optim_t 0.364] [lr 0.000854] [CE 3.516 (3.420)] [KD 0.000 (0.000)] +2024-10-12 08:16:44,996 - Train: 64.71% [242850/375300] [194.1/300.0] [batch_t 0.187 (0.231)] [data_t 0.009] [optim_t 0.178] [lr 0.000853] [CE 3.285 (3.407)] [KD 0.000 (0.000)] +2024-10-12 08:16:56,417 - Train: 64.72% [242900/375300] [194.2/300.0] [batch_t 0.274 (0.228)] [data_t 0.096] [optim_t 0.178] [lr 0.000852] [CE 3.488 (3.403)] [KD 0.000 (0.000)] +2024-10-12 08:17:07,980 - Train: 64.73% [242950/375300] [194.2/300.0] [batch_t 0.215 (0.231)] [data_t 0.039] [optim_t 0.175] [lr 0.000852] [CE 3.512 (3.356)] [KD 0.000 (0.000)] +2024-10-12 08:17:19,338 - Train: 64.75% [243000/375300] [194.2/300.0] [batch_t 0.212 (0.227)] [data_t 0.034] [optim_t 0.177] [lr 0.000851] [CE 3.215 (3.399)] [KD 0.000 (0.000)] +2024-10-12 08:17:30,808 - Train: 64.76% [243050/375300] [194.3/300.0] [batch_t 0.260 (0.229)] [data_t 0.085] [optim_t 0.175] [lr 0.000851] [CE 3.301 (3.449)] [KD 0.000 (0.000)] +2024-10-12 08:17:42,376 - Train: 64.77% [243100/375300] [194.3/300.0] [batch_t 0.326 (0.231)] [data_t 0.152] [optim_t 0.174] [lr 0.000850] [CE 3.500 (3.403)] [KD 0.000 (0.000)] +2024-10-12 08:17:53,781 - Train: 64.79% [243150/375300] [194.4/300.0] [batch_t 0.223 (0.228)] [data_t 0.049] [optim_t 0.174] [lr 0.000850] [CE 3.551 (3.406)] [KD 0.000 (0.000)] +2024-10-12 08:18:05,188 - Train: 64.80% [243200/375300] [194.4/300.0] [batch_t 0.220 (0.228)] [data_t 0.045] [optim_t 0.175] [lr 0.000849] [CE 3.638 (3.437)] [KD 0.000 (0.000)] +2024-10-12 08:18:16,637 - Train: 64.81% [243250/375300] [194.4/300.0] [batch_t 0.210 (0.229)] [data_t 0.035] [optim_t 0.174] [lr 0.000849] [CE 3.193 (3.408)] [KD 0.000 (0.000)] +2024-10-12 08:18:28,107 - Train: 64.83% [243300/375300] [194.5/300.0] [batch_t 0.296 (0.229)] [data_t 0.122] [optim_t 0.174] [lr 0.000848] [CE 3.055 (3.428)] [KD 0.000 (0.000)] +2024-10-12 08:18:39,487 - Train: 64.84% [243350/375300] [194.5/300.0] [batch_t 0.222 (0.227)] [data_t 0.047] [optim_t 0.174] [lr 0.000847] [CE 3.344 (3.452)] [KD 0.000 (0.000)] +2024-10-12 08:18:51,088 - Train: 64.85% [243400/375300] [194.6/300.0] [batch_t 0.219 (0.232)] [data_t 0.040] [optim_t 0.179] [lr 0.000847] [CE 3.732 (3.425)] [KD 0.000 (0.000)] +2024-10-12 08:19:02,488 - Train: 64.87% [243450/375300] [194.6/300.0] [batch_t 0.205 (0.228)] [data_t 0.030] [optim_t 0.175] [lr 0.000846] [CE 3.569 (3.460)] [KD 0.000 (0.000)] +2024-10-12 08:19:14,085 - Train: 64.88% [243500/375300] [194.6/300.0] [batch_t 0.264 (0.232)] [data_t 0.089] [optim_t 0.175] [lr 0.000846] [CE 3.416 (3.464)] [KD 0.000 (0.000)] +2024-10-12 08:19:25,487 - Train: 64.89% [243550/375300] [194.7/300.0] [batch_t 0.229 (0.228)] [data_t 0.051] [optim_t 0.178] [lr 0.000845] [CE 3.505 (3.432)] [KD 0.000 (0.000)] +2024-10-12 08:19:37,095 - Train: 64.91% [243600/375300] [194.7/300.0] [batch_t 0.238 (0.232)] [data_t 0.062] [optim_t 0.176] [lr 0.000845] [CE 3.444 (3.432)] [KD 0.000 (0.000)] +2024-10-12 08:19:48,595 - Train: 64.92% [243650/375300] [194.8/300.0] [batch_t 0.236 (0.230)] [data_t 0.061] [optim_t 0.175] [lr 0.000844] [CE 3.628 (3.429)] [KD 0.000 (0.000)] +2024-10-12 08:19:59,945 - Train: 64.93% [243700/375300] [194.8/300.0] [batch_t 0.263 (0.227)] [data_t 0.091] [optim_t 0.172] [lr 0.000844] [CE 3.615 (3.408)] [KD 0.000 (0.000)] +2024-10-12 08:20:11,478 - Train: 64.95% [243750/375300] [194.8/300.0] [batch_t 0.219 (0.231)] [data_t 0.046] [optim_t 0.173] [lr 0.000843] [CE 3.454 (3.430)] [KD 0.000 (0.000)] +2024-10-12 08:20:23,305 - Train: 64.96% [243800/375300] [194.9/300.0] [batch_t 0.247 (0.236)] [data_t 0.074] [optim_t 0.173] [lr 0.000842] [CE 2.901 (3.479)] [KD 0.000 (0.000)] +2024-10-12 08:20:35,049 - Train: 64.97% [243850/375300] [194.9/300.0] [batch_t 0.184 (0.235)] [data_t 0.009] [optim_t 0.175] [lr 0.000842] [CE 2.959 (3.410)] [KD 0.000 (0.000)] +2024-10-12 08:20:46,706 - Train: 64.99% [243900/375300] [195.0/300.0] [batch_t 0.280 (0.233)] [data_t 0.103] [optim_t 0.177] [lr 0.000841] [CE 3.361 (3.397)] [KD 0.000 (0.000)] +2024-10-12 08:21:08,513 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 37977] [top5_cnt 46670] [top_all 50000] +2024-10-12 08:21:08,514 - net: 75.954 (93.340) +2024-10-12 08:21:20,458 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.231)] [top1_cnt 39764] [top5_cnt 47462] [top_all 50000] +2024-10-12 08:21:20,458 - net_E: 79.528 (94.924) +2024-10-12 08:21:20,593 - Max [top1: 76.014 (epoch: 190)] [top1-ema: 79.528 (epoch: 195)] +2024-10-12 08:21:20,594 - ==> Total time: 16:28:03 Eta: 8:52:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:21:28,218 - Train: 65.00% [243950/375300] [195.0/300.0] [batch_t 0.182 (0.410)] [data_t 0.009] [optim_t 0.173] [lr 0.000841] [CE 3.662 (3.396)] [KD 0.000 (0.000)] +2024-10-12 08:21:38,660 - Train: 65.01% [244000/375300] [195.0/300.0] [batch_t 0.183 (0.209)] [data_t 0.009] [optim_t 0.174] [lr 0.000840] [CE 3.430 (3.432)] [KD 0.000 (0.000)] +2024-10-12 08:21:49,960 - Train: 65.03% [244050/375300] [195.1/300.0] [batch_t 0.232 (0.226)] [data_t 0.009] [optim_t 0.223] [lr 0.000840] [CE 3.187 (3.394)] [KD 0.000 (0.000)] +2024-10-12 08:22:01,790 - Train: 65.04% [244100/375300] [195.1/300.0] [batch_t 0.238 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000839] [CE 3.300 (3.435)] [KD 0.000 (0.000)] +2024-10-12 08:22:13,420 - Train: 65.05% [244150/375300] [195.2/300.0] [batch_t 0.252 (0.232)] [data_t 0.009] [optim_t 0.243] [lr 0.000839] [CE 3.541 (3.373)] [KD 0.000 (0.000)] +2024-10-12 08:22:24,813 - Train: 65.07% [244200/375300] [195.2/300.0] [batch_t 0.221 (0.228)] [data_t 0.009] [optim_t 0.212] [lr 0.000838] [CE 3.140 (3.408)] [KD 0.000 (0.000)] +2024-10-12 08:22:36,283 - Train: 65.08% [244250/375300] [195.2/300.0] [batch_t 0.231 (0.229)] [data_t 0.009] [optim_t 0.223] [lr 0.000837] [CE 3.625 (3.406)] [KD 0.000 (0.000)] +2024-10-12 08:22:47,726 - Train: 65.09% [244300/375300] [195.3/300.0] [batch_t 0.232 (0.229)] [data_t 0.009] [optim_t 0.223] [lr 0.000837] [CE 3.214 (3.428)] [KD 0.000 (0.000)] +2024-10-12 08:22:59,041 - Train: 65.11% [244350/375300] [195.3/300.0] [batch_t 0.207 (0.226)] [data_t 0.009] [optim_t 0.198] [lr 0.000836] [CE 3.275 (3.410)] [KD 0.000 (0.000)] +2024-10-12 08:23:10,410 - Train: 65.12% [244400/375300] [195.4/300.0] [batch_t 0.274 (0.227)] [data_t 0.009] [optim_t 0.265] [lr 0.000836] [CE 3.405 (3.437)] [KD 0.000 (0.000)] +2024-10-12 08:23:22,384 - Train: 65.13% [244450/375300] [195.4/300.0] [batch_t 0.328 (0.239)] [data_t 0.009] [optim_t 0.319] [lr 0.000835] [CE 3.250 (3.395)] [KD 0.000 (0.000)] +2024-10-12 08:23:34,385 - Train: 65.15% [244500/375300] [195.4/300.0] [batch_t 0.214 (0.240)] [data_t 0.009] [optim_t 0.205] [lr 0.000835] [CE 3.591 (3.385)] [KD 0.000 (0.000)] +2024-10-12 08:23:46,635 - Train: 65.16% [244550/375300] [195.5/300.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000834] [CE 3.336 (3.413)] [KD 0.000 (0.000)] +2024-10-12 08:23:58,767 - Train: 65.17% [244600/375300] [195.5/300.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.000834] [CE 3.633 (3.432)] [KD 0.000 (0.000)] +2024-10-12 08:24:11,155 - Train: 65.19% [244650/375300] [195.6/300.0] [batch_t 0.255 (0.248)] [data_t 0.009] [optim_t 0.246] [lr 0.000833] [CE 3.471 (3.440)] [KD 0.000 (0.000)] +2024-10-12 08:24:23,462 - Train: 65.20% [244700/375300] [195.6/300.0] [batch_t 0.280 (0.246)] [data_t 0.009] [optim_t 0.271] [lr 0.000832] [CE 3.315 (3.396)] [KD 0.000 (0.000)] +2024-10-12 08:24:35,535 - Train: 65.21% [244750/375300] [195.6/300.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000832] [CE 3.456 (3.440)] [KD 0.000 (0.000)] +2024-10-12 08:24:47,614 - Train: 65.23% [244800/375300] [195.7/300.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.000831] [CE 3.164 (3.373)] [KD 0.000 (0.000)] +2024-10-12 08:24:59,775 - Train: 65.24% [244850/375300] [195.7/300.0] [batch_t 0.251 (0.243)] [data_t 0.009] [optim_t 0.242] [lr 0.000831] [CE 3.559 (3.451)] [KD 0.000 (0.000)] +2024-10-12 08:25:11,763 - Train: 65.25% [244900/375300] [195.8/300.0] [batch_t 0.203 (0.240)] [data_t 0.009] [optim_t 0.194] [lr 0.000830] [CE 3.365 (3.451)] [KD 0.000 (0.000)] +2024-10-12 08:25:23,705 - Train: 65.27% [244950/375300] [195.8/300.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.000830] [CE 3.427 (3.387)] [KD 0.000 (0.000)] +2024-10-12 08:25:35,934 - Train: 65.28% [245000/375300] [195.8/300.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.000829] [CE 3.792 (3.409)] [KD 0.000 (0.000)] +2024-10-12 08:25:48,017 - Train: 65.29% [245050/375300] [195.9/300.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.240] [lr 0.000829] [CE 3.441 (3.434)] [KD 0.000 (0.000)] +2024-10-12 08:26:00,092 - Train: 65.31% [245100/375300] [195.9/300.0] [batch_t 0.254 (0.241)] [data_t 0.009] [optim_t 0.245] [lr 0.000828] [CE 3.421 (3.434)] [KD 0.000 (0.000)] +2024-10-12 08:26:12,140 - Train: 65.32% [245150/375300] [196.0/300.0] [batch_t 0.204 (0.241)] [data_t 0.010] [optim_t 0.194] [lr 0.000828] [CE 3.220 (3.410)] [KD 0.000 (0.000)] +2024-10-12 08:26:22,398 - ==> Total time: 16:33:05 Eta: 8:46:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:26:26,744 - Train: 65.33% [245200/375300] [196.0/300.0] [batch_t 0.186 (0.784)] [data_t 0.009] [optim_t 0.177] [lr 0.000827] [CE 3.215 (3.349)] [KD 0.000 (0.000)] +2024-10-12 08:26:37,193 - Train: 65.35% [245250/375300] [196.0/300.0] [batch_t 0.263 (0.209)] [data_t 0.009] [optim_t 0.254] [lr 0.000826] [CE 3.172 (3.378)] [KD 0.000 (0.000)] +2024-10-12 08:26:49,156 - Train: 65.36% [245300/375300] [196.1/300.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.000826] [CE 3.127 (3.333)] [KD 0.000 (0.000)] +2024-10-12 08:27:00,822 - Train: 65.37% [245350/375300] [196.1/300.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000825] [CE 3.372 (3.432)] [KD 0.000 (0.000)] +2024-10-12 08:27:12,234 - Train: 65.39% [245400/375300] [196.2/300.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.217] [lr 0.000825] [CE 3.482 (3.410)] [KD 0.000 (0.000)] +2024-10-12 08:27:23,714 - Train: 65.40% [245450/375300] [196.2/300.0] [batch_t 0.227 (0.229)] [data_t 0.009] [optim_t 0.218] [lr 0.000824] [CE 3.546 (3.396)] [KD 0.000 (0.000)] +2024-10-12 08:27:35,132 - Train: 65.41% [245500/375300] [196.2/300.0] [batch_t 0.231 (0.228)] [data_t 0.009] [optim_t 0.222] [lr 0.000824] [CE 3.374 (3.401)] [KD 0.000 (0.000)] +2024-10-12 08:27:46,405 - Train: 65.43% [245550/375300] [196.3/300.0] [batch_t 0.230 (0.225)] [data_t 0.009] [optim_t 0.221] [lr 0.000823] [CE 3.470 (3.388)] [KD 0.000 (0.000)] +2024-10-12 08:27:57,799 - Train: 65.44% [245600/375300] [196.3/300.0] [batch_t 0.216 (0.228)] [data_t 0.009] [optim_t 0.207] [lr 0.000823] [CE 3.474 (3.389)] [KD 0.000 (0.000)] +2024-10-12 08:28:09,479 - Train: 65.45% [245650/375300] [196.4/300.0] [batch_t 0.192 (0.233)] [data_t 0.009] [optim_t 0.183] [lr 0.000822] [CE 3.691 (3.412)] [KD 0.000 (0.000)] +2024-10-12 08:28:20,819 - Train: 65.47% [245700/375300] [196.4/300.0] [batch_t 0.225 (0.227)] [data_t 0.009] [optim_t 0.216] [lr 0.000821] [CE 3.775 (3.413)] [KD 0.000 (0.000)] +2024-10-12 08:28:32,237 - Train: 65.48% [245750/375300] [196.4/300.0] [batch_t 0.190 (0.228)] [data_t 0.009] [optim_t 0.181] [lr 0.000821] [CE 3.419 (3.405)] [KD 0.000 (0.000)] +2024-10-12 08:28:43,612 - Train: 65.49% [245800/375300] [196.5/300.0] [batch_t 0.201 (0.227)] [data_t 0.009] [optim_t 0.193] [lr 0.000820] [CE 3.692 (3.440)] [KD 0.000 (0.000)] +2024-10-12 08:28:55,248 - Train: 65.51% [245850/375300] [196.5/300.0] [batch_t 0.229 (0.233)] [data_t 0.009] [optim_t 0.220] [lr 0.000820] [CE 3.475 (3.409)] [KD 0.000 (0.000)] +2024-10-12 08:29:07,222 - Train: 65.52% [245900/375300] [196.6/300.0] [batch_t 0.259 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.000819] [CE 3.555 (3.437)] [KD 0.000 (0.000)] +2024-10-12 08:29:18,895 - Train: 65.53% [245950/375300] [196.6/300.0] [batch_t 0.252 (0.233)] [data_t 0.009] [optim_t 0.243] [lr 0.000819] [CE 3.443 (3.391)] [KD 0.000 (0.000)] +2024-10-12 08:29:30,670 - Train: 65.55% [246000/375300] [196.6/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.178] [lr 0.000818] [CE 3.563 (3.391)] [KD 0.000 (0.000)] +2024-10-12 08:29:42,060 - Train: 65.56% [246050/375300] [196.7/300.0] [batch_t 0.224 (0.228)] [data_t 0.009] [optim_t 0.215] [lr 0.000818] [CE 3.339 (3.414)] [KD 0.000 (0.000)] +2024-10-12 08:29:53,618 - Train: 65.57% [246100/375300] [196.7/300.0] [batch_t 0.218 (0.231)] [data_t 0.009] [optim_t 0.209] [lr 0.000817] [CE 3.690 (3.407)] [KD 0.000 (0.000)] +2024-10-12 08:30:05,323 - Train: 65.59% [246150/375300] [196.8/300.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000817] [CE 3.610 (3.422)] [KD 0.000 (0.000)] +2024-10-12 08:30:16,729 - Train: 65.60% [246200/375300] [196.8/300.0] [batch_t 0.185 (0.228)] [data_t 0.009] [optim_t 0.176] [lr 0.000816] [CE 3.465 (3.419)] [KD 0.000 (0.000)] +2024-10-12 08:30:28,416 - Train: 65.61% [246250/375300] [196.8/300.0] [batch_t 0.275 (0.234)] [data_t 0.009] [optim_t 0.266] [lr 0.000815] [CE 3.628 (3.423)] [KD 0.000 (0.000)] +2024-10-12 08:30:40,468 - Train: 65.63% [246300/375300] [196.9/300.0] [batch_t 0.271 (0.241)] [data_t 0.009] [optim_t 0.263] [lr 0.000815] [CE 3.291 (3.380)] [KD 0.000 (0.000)] +2024-10-12 08:30:52,178 - Train: 65.64% [246350/375300] [196.9/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.000814] [CE 3.394 (3.420)] [KD 0.000 (0.000)] +2024-10-12 08:31:04,225 - Train: 65.65% [246400/375300] [197.0/300.0] [batch_t 0.336 (0.241)] [data_t 0.009] [optim_t 0.327] [lr 0.000814] [CE 3.507 (3.420)] [KD 0.000 (0.000)] +2024-10-12 08:31:14,743 - ==> Total time: 16:37:57 Eta: 8:41:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:31:19,237 - Train: 65.67% [246450/375300] [197.0/300.0] [batch_t 0.187 (1.074)] [data_t 0.009] [optim_t 0.178] [lr 0.000813] [CE 3.271 (3.365)] [KD 0.000 (0.000)] +2024-10-12 08:31:29,706 - Train: 65.68% [246500/375300] [197.0/300.0] [batch_t 0.331 (0.209)] [data_t 0.009] [optim_t 0.322] [lr 0.000813] [CE 3.083 (3.364)] [KD 0.000 (0.000)] +2024-10-12 08:31:40,598 - Train: 65.69% [246550/375300] [197.1/300.0] [batch_t 0.187 (0.218)] [data_t 0.009] [optim_t 0.178] [lr 0.000812] [CE 3.299 (3.396)] [KD 0.000 (0.000)] +2024-10-12 08:31:52,371 - Train: 65.71% [246600/375300] [197.1/300.0] [batch_t 0.197 (0.235)] [data_t 0.009] [optim_t 0.188] [lr 0.000812] [CE 3.664 (3.399)] [KD 0.000 (0.000)] +2024-10-12 08:32:04,567 - Train: 65.72% [246650/375300] [197.2/300.0] [batch_t 0.303 (0.244)] [data_t 0.009] [optim_t 0.294] [lr 0.000811] [CE 3.262 (3.436)] [KD 0.000 (0.000)] +2024-10-12 08:32:16,213 - Train: 65.73% [246700/375300] [197.2/300.0] [batch_t 0.198 (0.233)] [data_t 0.009] [optim_t 0.189] [lr 0.000811] [CE 3.541 (3.413)] [KD 0.000 (0.000)] +2024-10-12 08:32:28,143 - Train: 65.75% [246750/375300] [197.2/300.0] [batch_t 0.222 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.000810] [CE 3.375 (3.408)] [KD 0.000 (0.000)] +2024-10-12 08:32:40,007 - Train: 65.76% [246800/375300] [197.3/300.0] [batch_t 0.348 (0.237)] [data_t 0.009] [optim_t 0.339] [lr 0.000809] [CE 2.977 (3.429)] [KD 0.000 (0.000)] +2024-10-12 08:32:51,296 - Train: 65.77% [246850/375300] [197.3/300.0] [batch_t 0.183 (0.226)] [data_t 0.009] [optim_t 0.174] [lr 0.000809] [CE 3.756 (3.428)] [KD 0.000 (0.000)] +2024-10-12 08:33:02,763 - Train: 65.79% [246900/375300] [197.4/300.0] [batch_t 0.185 (0.229)] [data_t 0.009] [optim_t 0.176] [lr 0.000808] [CE 3.197 (3.378)] [KD 0.000 (0.000)] +2024-10-12 08:33:14,418 - Train: 65.80% [246950/375300] [197.4/300.0] [batch_t 0.332 (0.233)] [data_t 0.009] [optim_t 0.323] [lr 0.000808] [CE 3.380 (3.363)] [KD 0.000 (0.000)] +2024-10-12 08:33:25,742 - Train: 65.81% [247000/375300] [197.4/300.0] [batch_t 0.243 (0.226)] [data_t 0.009] [optim_t 0.235] [lr 0.000807] [CE 3.686 (3.396)] [KD 0.000 (0.000)] +2024-10-12 08:33:37,533 - Train: 65.83% [247050/375300] [197.5/300.0] [batch_t 0.192 (0.236)] [data_t 0.009] [optim_t 0.183] [lr 0.000807] [CE 3.094 (3.416)] [KD 0.000 (0.000)] +2024-10-12 08:33:49,164 - Train: 65.84% [247100/375300] [197.5/300.0] [batch_t 0.298 (0.232)] [data_t 0.009] [optim_t 0.289] [lr 0.000806] [CE 3.316 (3.421)] [KD 0.000 (0.000)] +2024-10-12 08:34:00,647 - Train: 65.85% [247150/375300] [197.6/300.0] [batch_t 0.274 (0.230)] [data_t 0.009] [optim_t 0.266] [lr 0.000806] [CE 3.365 (3.418)] [KD 0.000 (0.000)] +2024-10-12 08:34:12,195 - Train: 65.87% [247200/375300] [197.6/300.0] [batch_t 0.268 (0.231)] [data_t 0.009] [optim_t 0.259] [lr 0.000805] [CE 3.554 (3.389)] [KD 0.000 (0.000)] +2024-10-12 08:34:24,369 - Train: 65.88% [247250/375300] [197.6/300.0] [batch_t 0.281 (0.243)] [data_t 0.108] [optim_t 0.173] [lr 0.000804] [CE 3.356 (3.365)] [KD 0.000 (0.000)] +2024-10-12 08:34:36,290 - Train: 65.89% [247300/375300] [197.7/300.0] [batch_t 0.190 (0.238)] [data_t 0.010] [optim_t 0.180] [lr 0.000804] [CE 3.644 (3.406)] [KD 0.000 (0.000)] +2024-10-12 08:34:47,711 - Train: 65.91% [247350/375300] [197.7/300.0] [batch_t 0.184 (0.228)] [data_t 0.009] [optim_t 0.175] [lr 0.000803] [CE 3.696 (3.422)] [KD 0.000 (0.000)] +2024-10-12 08:34:58,829 - Train: 65.92% [247400/375300] [197.8/300.0] [batch_t 0.226 (0.222)] [data_t 0.052] [optim_t 0.174] [lr 0.000803] [CE 3.690 (3.364)] [KD 0.000 (0.000)] +2024-10-12 08:35:10,263 - Train: 65.93% [247450/375300] [197.8/300.0] [batch_t 0.245 (0.229)] [data_t 0.009] [optim_t 0.236] [lr 0.000802] [CE 3.620 (3.393)] [KD 0.000 (0.000)] +2024-10-12 08:35:21,965 - Train: 65.95% [247500/375300] [197.8/300.0] [batch_t 0.183 (0.234)] [data_t 0.009] [optim_t 0.174] [lr 0.000802] [CE 3.597 (3.423)] [KD 0.000 (0.000)] +2024-10-12 08:35:33,927 - Train: 65.96% [247550/375300] [197.9/300.0] [batch_t 0.304 (0.239)] [data_t 0.009] [optim_t 0.295] [lr 0.000801] [CE 3.383 (3.411)] [KD 0.000 (0.000)] +2024-10-12 08:35:45,679 - Train: 65.97% [247600/375300] [197.9/300.0] [batch_t 0.208 (0.235)] [data_t 0.009] [optim_t 0.199] [lr 0.000801] [CE 3.369 (3.375)] [KD 0.000 (0.000)] +2024-10-12 08:35:57,663 - Train: 65.99% [247650/375300] [198.0/300.0] [batch_t 0.183 (0.240)] [data_t 0.009] [optim_t 0.175] [lr 0.000800] [CE 3.388 (3.409)] [KD 0.000 (0.000)] +2024-10-12 08:36:08,420 - ==> Total time: 16:42:51 Eta: 8:36:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:36:12,665 - Train: 66.00% [247700/375300] [198.0/300.0] [batch_t 0.946 (1.308)] [data_t 0.632] [optim_t 0.315] [lr 0.000800] [CE 2.795 (3.062)] [KD 0.000 (0.000)] +2024-10-12 08:36:22,669 - Train: 66.01% [247750/375300] [198.0/300.0] [batch_t 0.191 (0.200)] [data_t 0.009] [optim_t 0.182] [lr 0.000799] [CE 3.259 (3.422)] [KD 0.000 (0.000)] +2024-10-12 08:36:33,827 - Train: 66.03% [247800/375300] [198.1/300.0] [batch_t 0.219 (0.223)] [data_t 0.009] [optim_t 0.210] [lr 0.000798] [CE 3.579 (3.390)] [KD 0.000 (0.000)] +2024-10-12 08:36:45,156 - Train: 66.04% [247850/375300] [198.1/300.0] [batch_t 0.270 (0.226)] [data_t 0.009] [optim_t 0.262] [lr 0.000798] [CE 3.354 (3.428)] [KD 0.000 (0.000)] +2024-10-12 08:36:56,537 - Train: 66.05% [247900/375300] [198.2/300.0] [batch_t 0.196 (0.228)] [data_t 0.009] [optim_t 0.187] [lr 0.000797] [CE 3.524 (3.430)] [KD 0.000 (0.000)] +2024-10-12 08:37:08,231 - Train: 66.07% [247950/375300] [198.2/300.0] [batch_t 0.231 (0.234)] [data_t 0.009] [optim_t 0.222] [lr 0.000797] [CE 3.382 (3.384)] [KD 0.000 (0.000)] +2024-10-12 08:37:19,608 - Train: 66.08% [248000/375300] [198.2/300.0] [batch_t 0.270 (0.227)] [data_t 0.009] [optim_t 0.261] [lr 0.000796] [CE 3.558 (3.413)] [KD 0.000 (0.000)] +2024-10-12 08:37:31,149 - Train: 66.09% [248050/375300] [198.3/300.0] [batch_t 0.228 (0.231)] [data_t 0.009] [optim_t 0.219] [lr 0.000796] [CE 3.623 (3.437)] [KD 0.000 (0.000)] +2024-10-12 08:37:42,499 - Train: 66.11% [248100/375300] [198.3/300.0] [batch_t 0.228 (0.227)] [data_t 0.009] [optim_t 0.219] [lr 0.000795] [CE 3.155 (3.399)] [KD 0.000 (0.000)] +2024-10-12 08:37:53,817 - Train: 66.12% [248150/375300] [198.4/300.0] [batch_t 0.218 (0.226)] [data_t 0.009] [optim_t 0.209] [lr 0.000795] [CE 3.154 (3.407)] [KD 0.000 (0.000)] +2024-10-12 08:38:05,342 - Train: 66.13% [248200/375300] [198.4/300.0] [batch_t 0.189 (0.230)] [data_t 0.009] [optim_t 0.180] [lr 0.000794] [CE 3.616 (3.418)] [KD 0.000 (0.000)] +2024-10-12 08:38:16,843 - Train: 66.15% [248250/375300] [198.4/300.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.212] [lr 0.000794] [CE 3.308 (3.441)] [KD 0.000 (0.000)] +2024-10-12 08:38:28,274 - Train: 66.16% [248300/375300] [198.5/300.0] [batch_t 0.237 (0.229)] [data_t 0.009] [optim_t 0.228] [lr 0.000793] [CE 3.133 (3.422)] [KD 0.000 (0.000)] +2024-10-12 08:38:39,587 - Train: 66.17% [248350/375300] [198.5/300.0] [batch_t 0.248 (0.226)] [data_t 0.009] [optim_t 0.239] [lr 0.000793] [CE 2.880 (3.393)] [KD 0.000 (0.000)] +2024-10-12 08:38:50,992 - Train: 66.19% [248400/375300] [198.6/300.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.217] [lr 0.000792] [CE 3.192 (3.346)] [KD 0.000 (0.000)] +2024-10-12 08:39:02,412 - Train: 66.20% [248450/375300] [198.6/300.0] [batch_t 0.213 (0.228)] [data_t 0.009] [optim_t 0.204] [lr 0.000791] [CE 3.356 (3.364)] [KD 0.000 (0.000)] +2024-10-12 08:39:13,998 - Train: 66.21% [248500/375300] [198.6/300.0] [batch_t 0.247 (0.232)] [data_t 0.009] [optim_t 0.238] [lr 0.000791] [CE 3.636 (3.418)] [KD 0.000 (0.000)] +2024-10-12 08:39:25,526 - Train: 66.23% [248550/375300] [198.7/300.0] [batch_t 0.190 (0.230)] [data_t 0.009] [optim_t 0.181] [lr 0.000790] [CE 3.345 (3.382)] [KD 0.000 (0.000)] +2024-10-12 08:39:37,200 - Train: 66.24% [248600/375300] [198.7/300.0] [batch_t 0.185 (0.233)] [data_t 0.009] [optim_t 0.177] [lr 0.000790] [CE 3.498 (3.427)] [KD 0.000 (0.000)] +2024-10-12 08:39:49,291 - Train: 66.25% [248650/375300] [198.8/300.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.000789] [CE 3.384 (3.415)] [KD 0.000 (0.000)] +2024-10-12 08:40:01,171 - Train: 66.27% [248700/375300] [198.8/300.0] [batch_t 0.254 (0.238)] [data_t 0.009] [optim_t 0.245] [lr 0.000789] [CE 3.367 (3.393)] [KD 0.000 (0.000)] +2024-10-12 08:40:13,167 - Train: 66.28% [248750/375300] [198.8/300.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000788] [CE 3.709 (3.409)] [KD 0.000 (0.000)] +2024-10-12 08:40:25,151 - Train: 66.29% [248800/375300] [198.9/300.0] [batch_t 0.261 (0.240)] [data_t 0.009] [optim_t 0.252] [lr 0.000788] [CE 3.365 (3.410)] [KD 0.000 (0.000)] +2024-10-12 08:40:37,392 - Train: 66.31% [248850/375300] [198.9/300.0] [batch_t 0.273 (0.245)] [data_t 0.009] [optim_t 0.264] [lr 0.000787] [CE 3.055 (3.416)] [KD 0.000 (0.000)] +2024-10-12 08:40:49,388 - Train: 66.32% [248900/375300] [199.0/300.0] [batch_t 0.191 (0.240)] [data_t 0.009] [optim_t 0.182] [lr 0.000787] [CE 2.789 (3.388)] [KD 0.000 (0.000)] +2024-10-12 08:41:00,349 - ==> Total time: 16:47:43 Eta: 8:31:27 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:41:04,348 - Train: 66.33% [248950/375300] [199.0/300.0] [batch_t 2.813 (2.813)] [data_t 2.622] [optim_t 0.192] [lr 0.000786] [CE 3.511 (3.511)] [KD 0.000 (0.000)] +2024-10-12 08:41:14,948 - Train: 66.35% [249000/375300] [199.0/300.0] [batch_t 0.194 (0.212)] [data_t 0.009] [optim_t 0.186] [lr 0.000785] [CE 2.888 (3.336)] [KD 0.000 (0.000)] +2024-10-12 08:41:27,367 - Train: 66.36% [249050/375300] [199.1/300.0] [batch_t 0.200 (0.248)] [data_t 0.009] [optim_t 0.191] [lr 0.000785] [CE 3.441 (3.408)] [KD 0.000 (0.000)] +2024-10-12 08:41:39,483 - Train: 66.37% [249100/375300] [199.1/300.0] [batch_t 0.188 (0.242)] [data_t 0.009] [optim_t 0.179] [lr 0.000784] [CE 3.502 (3.410)] [KD 0.000 (0.000)] +2024-10-12 08:41:51,300 - Train: 66.39% [249150/375300] [199.2/300.0] [batch_t 0.249 (0.236)] [data_t 0.009] [optim_t 0.240] [lr 0.000784] [CE 3.451 (3.378)] [KD 0.000 (0.000)] +2024-10-12 08:42:02,974 - Train: 66.40% [249200/375300] [199.2/300.0] [batch_t 0.317 (0.233)] [data_t 0.009] [optim_t 0.307] [lr 0.000783] [CE 3.157 (3.380)] [KD 0.000 (0.000)] +2024-10-12 08:42:14,353 - Train: 66.41% [249250/375300] [199.2/300.0] [batch_t 0.189 (0.227)] [data_t 0.009] [optim_t 0.179] [lr 0.000783] [CE 3.165 (3.372)] [KD 0.000 (0.000)] +2024-10-12 08:42:26,091 - Train: 66.43% [249300/375300] [199.3/300.0] [batch_t 0.191 (0.235)] [data_t 0.009] [optim_t 0.182] [lr 0.000782] [CE 3.492 (3.385)] [KD 0.000 (0.000)] +2024-10-12 08:42:37,396 - Train: 66.44% [249350/375300] [199.3/300.0] [batch_t 0.232 (0.226)] [data_t 0.009] [optim_t 0.223] [lr 0.000782] [CE 3.178 (3.391)] [KD 0.000 (0.000)] +2024-10-12 08:42:48,825 - Train: 66.45% [249400/375300] [199.4/300.0] [batch_t 0.230 (0.228)] [data_t 0.009] [optim_t 0.221] [lr 0.000781] [CE 3.630 (3.372)] [KD 0.000 (0.000)] +2024-10-12 08:43:01,288 - Train: 66.47% [249450/375300] [199.4/300.0] [batch_t 0.219 (0.249)] [data_t 0.009] [optim_t 0.210] [lr 0.000781] [CE 3.351 (3.373)] [KD 0.000 (0.000)] +2024-10-12 08:43:13,001 - Train: 66.48% [249500/375300] [199.4/300.0] [batch_t 0.186 (0.234)] [data_t 0.009] [optim_t 0.177] [lr 0.000780] [CE 3.406 (3.346)] [KD 0.000 (0.000)] +2024-10-12 08:43:24,628 - Train: 66.49% [249550/375300] [199.5/300.0] [batch_t 0.200 (0.232)] [data_t 0.009] [optim_t 0.191] [lr 0.000780] [CE 3.561 (3.374)] [KD 0.000 (0.000)] +2024-10-12 08:43:36,176 - Train: 66.51% [249600/375300] [199.5/300.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.000779] [CE 3.411 (3.365)] [KD 0.000 (0.000)] +2024-10-12 08:43:47,574 - Train: 66.52% [249650/375300] [199.6/300.0] [batch_t 0.202 (0.228)] [data_t 0.009] [optim_t 0.193] [lr 0.000778] [CE 3.668 (3.396)] [KD 0.000 (0.000)] +2024-10-12 08:43:59,013 - Train: 66.53% [249700/375300] [199.6/300.0] [batch_t 0.189 (0.229)] [data_t 0.009] [optim_t 0.180] [lr 0.000778] [CE 3.396 (3.407)] [KD 0.000 (0.000)] +2024-10-12 08:44:10,514 - Train: 66.55% [249750/375300] [199.6/300.0] [batch_t 0.182 (0.230)] [data_t 0.009] [optim_t 0.173] [lr 0.000777] [CE 2.942 (3.388)] [KD 0.000 (0.000)] +2024-10-12 08:44:21,915 - Train: 66.56% [249800/375300] [199.7/300.0] [batch_t 0.221 (0.228)] [data_t 0.009] [optim_t 0.212] [lr 0.000777] [CE 3.451 (3.412)] [KD 0.000 (0.000)] +2024-10-12 08:44:33,417 - Train: 66.57% [249850/375300] [199.7/300.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.000776] [CE 3.616 (3.447)] [KD 0.000 (0.000)] +2024-10-12 08:44:45,266 - Train: 66.59% [249900/375300] [199.8/300.0] [batch_t 0.192 (0.237)] [data_t 0.009] [optim_t 0.183] [lr 0.000776] [CE 3.582 (3.441)] [KD 0.000 (0.000)] +2024-10-12 08:44:56,957 - Train: 66.60% [249950/375300] [199.8/300.0] [batch_t 0.186 (0.234)] [data_t 0.009] [optim_t 0.177] [lr 0.000775] [CE 3.210 (3.445)] [KD 0.000 (0.000)] +2024-10-12 08:45:08,455 - Train: 66.61% [250000/375300] [199.8/300.0] [batch_t 0.206 (0.230)] [data_t 0.009] [optim_t 0.197] [lr 0.000775] [CE 3.337 (3.391)] [KD 0.000 (0.000)] +2024-10-12 08:45:20,283 - Train: 66.63% [250050/375300] [199.9/300.0] [batch_t 0.191 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.000774] [CE 3.480 (3.358)] [KD 0.000 (0.000)] +2024-10-12 08:45:31,835 - Train: 66.64% [250100/375300] [199.9/300.0] [batch_t 0.186 (0.231)] [data_t 0.009] [optim_t 0.177] [lr 0.000774] [CE 3.380 (3.445)] [KD 0.000 (0.000)] +2024-10-12 08:45:43,422 - Train: 66.65% [250150/375300] [200.0/300.0] [batch_t 0.183 (0.232)] [data_t 0.009] [optim_t 0.174] [lr 0.000773] [CE 3.576 (3.383)] [KD 0.000 (0.000)] +2024-10-12 08:45:54,513 - Train: 66.67% [250200/375300] [200.0/300.0] [batch_t 0.182 (0.222)] [data_t 0.009] [optim_t 0.173] [lr 0.000773] [CE 3.195 (3.391)] [KD 0.000 (0.000)] +2024-10-12 08:46:06,252 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.230)] [top1_cnt 38218] [top5_cnt 46801] [top_all 50000] +2024-10-12 08:46:06,253 - net: 76.436 (93.602) +2024-10-12 08:46:18,268 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39845] [top5_cnt 47509] [top_all 50000] +2024-10-12 08:46:18,268 - net_E: 79.690 (95.018) +2024-10-12 08:46:18,404 - Max [top1: 76.436 (epoch: 200)] [top1-ema: 79.690 (epoch: 200)] +2024-10-12 08:46:18,405 - ==> Total time: 16:53:01 Eta: 8:26:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:46:35,380 - Train: 66.68% [250250/375300] [200.0/300.0] [batch_t 0.184 (0.240)] [data_t 0.009] [optim_t 0.175] [lr 0.000772] [CE 3.477 (3.386)] [KD 0.000 (0.000)] +2024-10-12 08:46:46,101 - Train: 66.69% [250300/375300] [200.1/300.0] [batch_t 0.185 (0.214)] [data_t 0.009] [optim_t 0.176] [lr 0.000771] [CE 3.672 (3.321)] [KD 0.000 (0.000)] +2024-10-12 08:46:57,432 - Train: 66.71% [250350/375300] [200.1/300.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.207] [lr 0.000771] [CE 3.375 (3.403)] [KD 0.000 (0.000)] +2024-10-12 08:47:08,991 - Train: 66.72% [250400/375300] [200.2/300.0] [batch_t 0.212 (0.231)] [data_t 0.009] [optim_t 0.204] [lr 0.000770] [CE 3.183 (3.384)] [KD 0.000 (0.000)] +2024-10-12 08:47:20,501 - Train: 66.73% [250450/375300] [200.2/300.0] [batch_t 0.186 (0.230)] [data_t 0.009] [optim_t 0.177] [lr 0.000770] [CE 3.126 (3.340)] [KD 0.000 (0.000)] +2024-10-12 08:47:32,102 - Train: 66.75% [250500/375300] [200.2/300.0] [batch_t 0.185 (0.232)] [data_t 0.009] [optim_t 0.176] [lr 0.000769] [CE 3.519 (3.355)] [KD 0.000 (0.000)] +2024-10-12 08:47:43,713 - Train: 66.76% [250550/375300] [200.3/300.0] [batch_t 0.249 (0.232)] [data_t 0.009] [optim_t 0.240] [lr 0.000769] [CE 3.247 (3.365)] [KD 0.000 (0.000)] +2024-10-12 08:47:55,261 - Train: 66.77% [250600/375300] [200.3/300.0] [batch_t 0.186 (0.231)] [data_t 0.009] [optim_t 0.177] [lr 0.000768] [CE 3.371 (3.371)] [KD 0.000 (0.000)] +2024-10-12 08:48:06,723 - Train: 66.79% [250650/375300] [200.4/300.0] [batch_t 0.204 (0.229)] [data_t 0.009] [optim_t 0.196] [lr 0.000768] [CE 3.753 (3.397)] [KD 0.000 (0.000)] +2024-10-12 08:48:18,323 - Train: 66.80% [250700/375300] [200.4/300.0] [batch_t 0.279 (0.232)] [data_t 0.009] [optim_t 0.270] [lr 0.000767] [CE 3.182 (3.371)] [KD 0.000 (0.000)] +2024-10-12 08:48:29,801 - Train: 66.81% [250750/375300] [200.4/300.0] [batch_t 0.219 (0.229)] [data_t 0.009] [optim_t 0.210] [lr 0.000767] [CE 3.289 (3.410)] [KD 0.000 (0.000)] +2024-10-12 08:48:41,431 - Train: 66.83% [250800/375300] [200.5/300.0] [batch_t 0.200 (0.233)] [data_t 0.009] [optim_t 0.192] [lr 0.000766] [CE 3.591 (3.406)] [KD 0.000 (0.000)] +2024-10-12 08:48:53,014 - Train: 66.84% [250850/375300] [200.5/300.0] [batch_t 0.213 (0.232)] [data_t 0.009] [optim_t 0.204] [lr 0.000766] [CE 3.424 (3.372)] [KD 0.000 (0.000)] +2024-10-12 08:49:04,973 - Train: 66.85% [250900/375300] [200.6/300.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000765] [CE 3.052 (3.401)] [KD 0.000 (0.000)] +2024-10-12 08:49:16,857 - Train: 66.87% [250950/375300] [200.6/300.0] [batch_t 0.273 (0.238)] [data_t 0.009] [optim_t 0.264] [lr 0.000764] [CE 3.396 (3.365)] [KD 0.000 (0.000)] +2024-10-12 08:49:29,068 - Train: 66.88% [251000/375300] [200.6/300.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.000764] [CE 2.993 (3.390)] [KD 0.000 (0.000)] +2024-10-12 08:49:40,936 - Train: 66.89% [251050/375300] [200.7/300.0] [batch_t 0.184 (0.237)] [data_t 0.009] [optim_t 0.176] [lr 0.000763] [CE 3.542 (3.427)] [KD 0.000 (0.000)] +2024-10-12 08:49:52,408 - Train: 66.91% [251100/375300] [200.7/300.0] [batch_t 0.222 (0.229)] [data_t 0.009] [optim_t 0.214] [lr 0.000763] [CE 3.286 (3.375)] [KD 0.000 (0.000)] +2024-10-12 08:50:04,195 - Train: 66.92% [251150/375300] [200.8/300.0] [batch_t 0.232 (0.236)] [data_t 0.009] [optim_t 0.223] [lr 0.000762] [CE 3.224 (3.409)] [KD 0.000 (0.000)] +2024-10-12 08:50:16,607 - Train: 66.93% [251200/375300] [200.8/300.0] [batch_t 0.263 (0.248)] [data_t 0.009] [optim_t 0.254] [lr 0.000762] [CE 3.520 (3.421)] [KD 0.000 (0.000)] +2024-10-12 08:50:28,656 - Train: 66.95% [251250/375300] [200.8/300.0] [batch_t 0.184 (0.241)] [data_t 0.009] [optim_t 0.175] [lr 0.000761] [CE 3.477 (3.395)] [KD 0.000 (0.000)] +2024-10-12 08:50:40,680 - Train: 66.96% [251300/375300] [200.9/300.0] [batch_t 0.200 (0.240)] [data_t 0.009] [optim_t 0.191] [lr 0.000761] [CE 3.115 (3.387)] [KD 0.000 (0.000)] +2024-10-12 08:50:52,016 - Train: 66.97% [251350/375300] [200.9/300.0] [batch_t 0.220 (0.227)] [data_t 0.009] [optim_t 0.211] [lr 0.000760] [CE 3.313 (3.385)] [KD 0.000 (0.000)] +2024-10-12 08:51:03,649 - Train: 66.99% [251400/375300] [201.0/300.0] [batch_t 0.182 (0.233)] [data_t 0.009] [optim_t 0.173] [lr 0.000760] [CE 3.466 (3.408)] [KD 0.000 (0.000)] +2024-10-12 08:51:14,716 - Train: 67.00% [251450/375300] [201.0/300.0] [batch_t 0.179 (0.221)] [data_t 0.009] [optim_t 0.170] [lr 0.000759] [CE 3.465 (3.373)] [KD 0.000 (0.000)] +2024-10-12 08:51:26,781 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.233)] [top1_cnt 38231] [top5_cnt 46730] [top_all 50000] +2024-10-12 08:51:26,782 - net: 76.462 (93.460) +2024-10-12 08:51:39,064 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39839] [top5_cnt 47539] [top_all 50000] +2024-10-12 08:51:39,064 - net_E: 79.678 (95.078) +2024-10-12 08:51:39,200 - Max [top1: 76.462 (epoch: 201)] [top1-ema: 79.690 (epoch: 200)] +2024-10-12 08:51:39,201 - ==> Total time: 16:58:21 Eta: 8:21:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:51:55,282 - Train: 67.01% [251500/375300] [201.0/300.0] [batch_t 0.195 (0.237)] [data_t 0.009] [optim_t 0.186] [lr 0.000759] [CE 3.397 (3.371)] [KD 0.000 (0.000)] +2024-10-12 08:52:07,405 - Train: 67.03% [251550/375300] [201.1/300.0] [batch_t 0.275 (0.242)] [data_t 0.009] [optim_t 0.266] [lr 0.000758] [CE 3.517 (3.347)] [KD 0.000 (0.000)] +2024-10-12 08:52:19,508 - Train: 67.04% [251600/375300] [201.1/300.0] [batch_t 0.185 (0.242)] [data_t 0.009] [optim_t 0.176] [lr 0.000757] [CE 3.029 (3.343)] [KD 0.000 (0.000)] +2024-10-12 08:52:31,076 - Train: 67.05% [251650/375300] [201.2/300.0] [batch_t 0.255 (0.231)] [data_t 0.009] [optim_t 0.246] [lr 0.000757] [CE 3.094 (3.358)] [KD 0.000 (0.000)] +2024-10-12 08:52:42,721 - Train: 67.07% [251700/375300] [201.2/300.0] [batch_t 0.250 (0.233)] [data_t 0.009] [optim_t 0.241] [lr 0.000756] [CE 3.209 (3.358)] [KD 0.000 (0.000)] +2024-10-12 08:52:54,181 - Train: 67.08% [251750/375300] [201.2/300.0] [batch_t 0.229 (0.229)] [data_t 0.009] [optim_t 0.220] [lr 0.000756] [CE 3.567 (3.369)] [KD 0.000 (0.000)] +2024-10-12 08:53:05,802 - Train: 67.09% [251800/375300] [201.3/300.0] [batch_t 0.192 (0.232)] [data_t 0.009] [optim_t 0.183] [lr 0.000755] [CE 3.404 (3.394)] [KD 0.000 (0.000)] +2024-10-12 08:53:17,279 - Train: 67.11% [251850/375300] [201.3/300.0] [batch_t 0.244 (0.229)] [data_t 0.009] [optim_t 0.236] [lr 0.000755] [CE 3.102 (3.325)] [KD 0.000 (0.000)] +2024-10-12 08:53:28,659 - Train: 67.12% [251900/375300] [201.4/300.0] [batch_t 0.188 (0.227)] [data_t 0.009] [optim_t 0.179] [lr 0.000754] [CE 3.174 (3.403)] [KD 0.000 (0.000)] +2024-10-12 08:53:40,219 - Train: 67.13% [251950/375300] [201.4/300.0] [batch_t 0.198 (0.231)] [data_t 0.009] [optim_t 0.189] [lr 0.000754] [CE 3.667 (3.359)] [KD 0.000 (0.000)] +2024-10-12 08:53:51,839 - Train: 67.15% [252000/375300] [201.4/300.0] [batch_t 0.245 (0.232)] [data_t 0.009] [optim_t 0.236] [lr 0.000753] [CE 3.373 (3.376)] [KD 0.000 (0.000)] +2024-10-12 08:54:03,518 - Train: 67.16% [252050/375300] [201.5/300.0] [batch_t 0.240 (0.233)] [data_t 0.009] [optim_t 0.231] [lr 0.000753] [CE 3.781 (3.425)] [KD 0.000 (0.000)] +2024-10-12 08:54:14,934 - Train: 67.17% [252100/375300] [201.5/300.0] [batch_t 0.214 (0.228)] [data_t 0.009] [optim_t 0.205] [lr 0.000752] [CE 3.256 (3.377)] [KD 0.000 (0.000)] +2024-10-12 08:54:26,357 - Train: 67.19% [252150/375300] [201.6/300.0] [batch_t 0.191 (0.228)] [data_t 0.009] [optim_t 0.183] [lr 0.000752] [CE 3.135 (3.375)] [KD 0.000 (0.000)] +2024-10-12 08:54:37,999 - Train: 67.20% [252200/375300] [201.6/300.0] [batch_t 0.238 (0.233)] [data_t 0.009] [optim_t 0.229] [lr 0.000751] [CE 3.480 (3.347)] [KD 0.000 (0.000)] +2024-10-12 08:54:49,402 - Train: 67.21% [252250/375300] [201.6/300.0] [batch_t 0.184 (0.228)] [data_t 0.009] [optim_t 0.175] [lr 0.000751] [CE 3.733 (3.383)] [KD 0.000 (0.000)] +2024-10-12 08:55:01,352 - Train: 67.23% [252300/375300] [201.7/300.0] [batch_t 0.194 (0.239)] [data_t 0.009] [optim_t 0.184] [lr 0.000750] [CE 3.289 (3.344)] [KD 0.000 (0.000)] +2024-10-12 08:55:13,213 - Train: 67.24% [252350/375300] [201.7/300.0] [batch_t 0.273 (0.237)] [data_t 0.009] [optim_t 0.264] [lr 0.000749] [CE 3.202 (3.377)] [KD 0.000 (0.000)] +2024-10-12 08:55:24,880 - Train: 67.25% [252400/375300] [201.8/300.0] [batch_t 0.231 (0.233)] [data_t 0.009] [optim_t 0.222] [lr 0.000749] [CE 3.302 (3.437)] [KD 0.000 (0.000)] +2024-10-12 08:55:36,567 - Train: 67.27% [252450/375300] [201.8/300.0] [batch_t 0.263 (0.234)] [data_t 0.009] [optim_t 0.254] [lr 0.000748] [CE 3.091 (3.348)] [KD 0.000 (0.000)] +2024-10-12 08:55:48,454 - Train: 67.28% [252500/375300] [201.8/300.0] [batch_t 0.210 (0.238)] [data_t 0.009] [optim_t 0.201] [lr 0.000748] [CE 3.504 (3.390)] [KD 0.000 (0.000)] +2024-10-12 08:56:00,323 - Train: 67.29% [252550/375300] [201.9/300.0] [batch_t 0.265 (0.237)] [data_t 0.009] [optim_t 0.256] [lr 0.000747] [CE 3.223 (3.427)] [KD 0.000 (0.000)] +2024-10-12 08:56:12,277 - Train: 67.31% [252600/375300] [201.9/300.0] [batch_t 0.188 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.000747] [CE 3.306 (3.389)] [KD 0.000 (0.000)] +2024-10-12 08:56:24,074 - Train: 67.32% [252650/375300] [202.0/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.000746] [CE 3.337 (3.359)] [KD 0.000 (0.000)] +2024-10-12 08:56:35,466 - Train: 67.33% [252700/375300] [202.0/300.0] [batch_t 0.179 (0.228)] [data_t 0.009] [optim_t 0.171] [lr 0.000746] [CE 3.345 (3.422)] [KD 0.000 (0.000)] +2024-10-12 08:56:47,942 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 38211] [top5_cnt 46784] [top_all 50000] +2024-10-12 08:56:47,942 - net: 76.422 (93.568) +2024-10-12 08:57:00,249 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 39886] [top5_cnt 47558] [top_all 50000] +2024-10-12 08:57:00,249 - net_E: 79.772 (95.116) +2024-10-12 08:57:00,395 - Max [top1: 76.462 (epoch: 201)] [top1-ema: 79.772 (epoch: 202)] +2024-10-12 08:57:00,395 - ==> Total time: 17:03:43 Eta: 8:16:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 08:57:19,030 - Train: 67.35% [252750/375300] [202.0/300.0] [batch_t 0.407 (0.240)] [data_t 0.009] [optim_t 0.398] [lr 0.000745] [CE 3.454 (3.397)] [KD 0.000 (0.000)] +2024-10-12 08:57:30,888 - Train: 67.36% [252800/375300] [202.1/300.0] [batch_t 0.185 (0.237)] [data_t 0.009] [optim_t 0.176] [lr 0.000745] [CE 3.246 (3.400)] [KD 0.000 (0.000)] +2024-10-12 08:57:42,640 - Train: 67.37% [252850/375300] [202.1/300.0] [batch_t 0.239 (0.235)] [data_t 0.062] [optim_t 0.177] [lr 0.000744] [CE 3.503 (3.338)] [KD 0.000 (0.000)] +2024-10-12 08:57:54,645 - Train: 67.39% [252900/375300] [202.2/300.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000744] [CE 3.730 (3.349)] [KD 0.000 (0.000)] +2024-10-12 08:58:06,693 - Train: 67.40% [252950/375300] [202.2/300.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000743] [CE 3.417 (3.359)] [KD 0.000 (0.000)] +2024-10-12 08:58:18,687 - Train: 67.41% [253000/375300] [202.2/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.000743] [CE 3.267 (3.332)] [KD 0.000 (0.000)] +2024-10-12 08:58:30,763 - Train: 67.43% [253050/375300] [202.3/300.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.000742] [CE 3.559 (3.317)] [KD 0.000 (0.000)] +2024-10-12 08:58:42,832 - Train: 67.44% [253100/375300] [202.3/300.0] [batch_t 0.251 (0.241)] [data_t 0.009] [optim_t 0.241] [lr 0.000742] [CE 3.010 (3.326)] [KD 0.000 (0.000)] +2024-10-12 08:58:54,520 - Train: 67.45% [253150/375300] [202.4/300.0] [batch_t 0.279 (0.234)] [data_t 0.009] [optim_t 0.270] [lr 0.000741] [CE 3.637 (3.425)] [KD 0.000 (0.000)] +2024-10-12 08:59:06,268 - Train: 67.47% [253200/375300] [202.4/300.0] [batch_t 0.254 (0.235)] [data_t 0.009] [optim_t 0.245] [lr 0.000740] [CE 3.422 (3.351)] [KD 0.000 (0.000)] +2024-10-12 08:59:18,126 - Train: 67.48% [253250/375300] [202.4/300.0] [batch_t 0.231 (0.237)] [data_t 0.009] [optim_t 0.222] [lr 0.000740] [CE 3.122 (3.430)] [KD 0.000 (0.000)] +2024-10-12 08:59:30,078 - Train: 67.49% [253300/375300] [202.5/300.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000739] [CE 3.133 (3.378)] [KD 0.000 (0.000)] +2024-10-12 08:59:41,846 - Train: 67.51% [253350/375300] [202.5/300.0] [batch_t 0.191 (0.235)] [data_t 0.010] [optim_t 0.181] [lr 0.000739] [CE 3.266 (3.385)] [KD 0.000 (0.000)] +2024-10-12 08:59:53,610 - Train: 67.52% [253400/375300] [202.6/300.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.000738] [CE 3.348 (3.375)] [KD 0.000 (0.000)] +2024-10-12 09:00:05,544 - Train: 67.53% [253450/375300] [202.6/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.000738] [CE 3.488 (3.429)] [KD 0.000 (0.000)] +2024-10-12 09:00:17,398 - Train: 67.55% [253500/375300] [202.6/300.0] [batch_t 0.192 (0.237)] [data_t 0.009] [optim_t 0.183] [lr 0.000737] [CE 3.111 (3.352)] [KD 0.000 (0.000)] +2024-10-12 09:00:29,621 - Train: 67.56% [253550/375300] [202.7/300.0] [batch_t 0.283 (0.244)] [data_t 0.009] [optim_t 0.274] [lr 0.000737] [CE 3.215 (3.364)] [KD 0.000 (0.000)] +2024-10-12 09:00:41,642 - Train: 67.57% [253600/375300] [202.7/300.0] [batch_t 0.191 (0.240)] [data_t 0.009] [optim_t 0.182] [lr 0.000736] [CE 3.287 (3.392)] [KD 0.000 (0.000)] +2024-10-12 09:00:53,484 - Train: 67.59% [253650/375300] [202.8/300.0] [batch_t 0.272 (0.237)] [data_t 0.009] [optim_t 0.263] [lr 0.000736] [CE 3.537 (3.397)] [KD 0.000 (0.000)] +2024-10-12 09:01:05,260 - Train: 67.60% [253700/375300] [202.8/300.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.000735] [CE 3.379 (3.380)] [KD 0.000 (0.000)] +2024-10-12 09:01:17,099 - Train: 67.61% [253750/375300] [202.8/300.0] [batch_t 0.192 (0.237)] [data_t 0.009] [optim_t 0.183] [lr 0.000735] [CE 3.316 (3.342)] [KD 0.000 (0.000)] +2024-10-12 09:01:29,032 - Train: 67.63% [253800/375300] [202.9/300.0] [batch_t 0.260 (0.239)] [data_t 0.009] [optim_t 0.251] [lr 0.000734] [CE 3.184 (3.374)] [KD 0.000 (0.000)] +2024-10-12 09:01:41,154 - Train: 67.64% [253850/375300] [202.9/300.0] [batch_t 0.264 (0.242)] [data_t 0.009] [optim_t 0.255] [lr 0.000734] [CE 3.738 (3.353)] [KD 0.000 (0.000)] +2024-10-12 09:01:53,024 - Train: 67.65% [253900/375300] [203.0/300.0] [batch_t 0.223 (0.237)] [data_t 0.009] [optim_t 0.214] [lr 0.000733] [CE 3.571 (3.416)] [KD 0.000 (0.000)] +2024-10-12 09:02:04,460 - Train: 67.67% [253950/375300] [203.0/300.0] [batch_t 0.188 (0.229)] [data_t 0.009] [optim_t 0.179] [lr 0.000733] [CE 3.355 (3.411)] [KD 0.000 (0.000)] +2024-10-12 09:02:17,185 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 38311] [top5_cnt 46824] [top_all 50000] +2024-10-12 09:02:17,186 - net: 76.622 (93.648) +2024-10-12 09:02:29,188 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 39900] [top5_cnt 47569] [top_all 50000] +2024-10-12 09:02:29,189 - net_E: 79.800 (95.138) +2024-10-12 09:02:29,343 - Max [top1: 76.622 (epoch: 203)] [top1-ema: 79.800 (epoch: 203)] +2024-10-12 09:02:29,343 - ==> Total time: 17:09:12 Eta: 8:11:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:02:46,340 - Train: 67.68% [254000/375300] [203.0/300.0] [batch_t 0.230 (0.234)] [data_t 0.051] [optim_t 0.179] [lr 0.000732] [CE 3.413 (3.300)] [KD 0.000 (0.000)] +2024-10-12 09:02:57,703 - Train: 67.69% [254050/375300] [203.1/300.0] [batch_t 0.216 (0.227)] [data_t 0.041] [optim_t 0.174] [lr 0.000731] [CE 3.384 (3.373)] [KD 0.000 (0.000)] +2024-10-12 09:03:09,091 - Train: 67.71% [254100/375300] [203.1/300.0] [batch_t 0.214 (0.228)] [data_t 0.041] [optim_t 0.174] [lr 0.000731] [CE 3.382 (3.358)] [KD 0.000 (0.000)] +2024-10-12 09:03:20,290 - Train: 67.72% [254150/375300] [203.2/300.0] [batch_t 0.199 (0.224)] [data_t 0.021] [optim_t 0.178] [lr 0.000730] [CE 3.261 (3.330)] [KD 0.000 (0.000)] +2024-10-12 09:03:31,838 - Train: 67.73% [254200/375300] [203.2/300.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.000730] [CE 3.482 (3.361)] [KD 0.000 (0.000)] +2024-10-12 09:03:43,143 - Train: 67.75% [254250/375300] [203.2/300.0] [batch_t 0.246 (0.226)] [data_t 0.009] [optim_t 0.237] [lr 0.000729] [CE 3.343 (3.352)] [KD 0.000 (0.000)] +2024-10-12 09:03:54,524 - Train: 67.76% [254300/375300] [203.3/300.0] [batch_t 0.232 (0.227)] [data_t 0.009] [optim_t 0.223] [lr 0.000729] [CE 3.356 (3.344)] [KD 0.000 (0.000)] +2024-10-12 09:04:06,083 - Train: 67.77% [254350/375300] [203.3/300.0] [batch_t 0.279 (0.231)] [data_t 0.009] [optim_t 0.270] [lr 0.000728] [CE 3.447 (3.359)] [KD 0.000 (0.000)] +2024-10-12 09:04:17,785 - Train: 67.79% [254400/375300] [203.4/300.0] [batch_t 0.259 (0.234)] [data_t 0.009] [optim_t 0.250] [lr 0.000728] [CE 3.212 (3.345)] [KD 0.000 (0.000)] +2024-10-12 09:04:29,474 - Train: 67.80% [254450/375300] [203.4/300.0] [batch_t 0.219 (0.234)] [data_t 0.009] [optim_t 0.210] [lr 0.000727] [CE 3.400 (3.312)] [KD 0.000 (0.000)] +2024-10-12 09:04:41,268 - Train: 67.81% [254500/375300] [203.4/300.0] [batch_t 0.190 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.000727] [CE 3.353 (3.374)] [KD 0.000 (0.000)] +2024-10-12 09:04:53,084 - Train: 67.83% [254550/375300] [203.5/300.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.000726] [CE 3.424 (3.419)] [KD 0.000 (0.000)] +2024-10-12 09:05:04,902 - Train: 67.84% [254600/375300] [203.5/300.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.000726] [CE 3.358 (3.374)] [KD 0.000 (0.000)] +2024-10-12 09:05:16,575 - Train: 67.85% [254650/375300] [203.6/300.0] [batch_t 0.190 (0.233)] [data_t 0.009] [optim_t 0.181] [lr 0.000725] [CE 3.333 (3.383)] [KD 0.000 (0.000)] +2024-10-12 09:05:28,919 - Train: 67.87% [254700/375300] [203.6/300.0] [batch_t 0.240 (0.247)] [data_t 0.009] [optim_t 0.231] [lr 0.000725] [CE 3.444 (3.404)] [KD 0.000 (0.000)] +2024-10-12 09:05:41,220 - Train: 67.88% [254750/375300] [203.6/300.0] [batch_t 0.244 (0.246)] [data_t 0.009] [optim_t 0.235] [lr 0.000724] [CE 3.338 (3.406)] [KD 0.000 (0.000)] +2024-10-12 09:05:53,401 - Train: 67.89% [254800/375300] [203.7/300.0] [batch_t 0.256 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.000724] [CE 2.915 (3.351)] [KD 0.000 (0.000)] +2024-10-12 09:06:05,608 - Train: 67.91% [254850/375300] [203.7/300.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.000723] [CE 3.512 (3.391)] [KD 0.000 (0.000)] +2024-10-12 09:06:17,711 - Train: 67.92% [254900/375300] [203.8/300.0] [batch_t 0.184 (0.242)] [data_t 0.009] [optim_t 0.175] [lr 0.000723] [CE 3.212 (3.369)] [KD 0.000 (0.000)] +2024-10-12 09:06:29,844 - Train: 67.93% [254950/375300] [203.8/300.0] [batch_t 0.206 (0.243)] [data_t 0.009] [optim_t 0.197] [lr 0.000722] [CE 3.516 (3.362)] [KD 0.000 (0.000)] +2024-10-12 09:06:41,794 - Train: 67.95% [255000/375300] [203.8/300.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000721] [CE 3.518 (3.410)] [KD 0.000 (0.000)] +2024-10-12 09:06:53,935 - Train: 67.96% [255050/375300] [203.9/300.0] [batch_t 0.278 (0.243)] [data_t 0.009] [optim_t 0.269] [lr 0.000721] [CE 3.263 (3.371)] [KD 0.000 (0.000)] +2024-10-12 09:07:06,284 - Train: 67.97% [255100/375300] [203.9/300.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.000720] [CE 3.430 (3.406)] [KD 0.000 (0.000)] +2024-10-12 09:07:18,373 - Train: 67.99% [255150/375300] [204.0/300.0] [batch_t 0.254 (0.242)] [data_t 0.009] [optim_t 0.245] [lr 0.000720] [CE 3.409 (3.395)] [KD 0.000 (0.000)] +2024-10-12 09:07:30,253 - Train: 68.00% [255200/375300] [204.0/300.0] [batch_t 0.182 (0.237)] [data_t 0.009] [optim_t 0.173] [lr 0.000719] [CE 3.508 (3.420)] [KD 0.000 (0.000)] +2024-10-12 09:07:43,123 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 38376] [top5_cnt 46823] [top_all 50000] +2024-10-12 09:07:43,123 - net: 76.752 (93.646) +2024-10-12 09:07:55,469 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 39896] [top5_cnt 47573] [top_all 50000] +2024-10-12 09:07:55,469 - net_E: 79.792 (95.146) +2024-10-12 09:07:55,608 - Max [top1: 76.752 (epoch: 204)] [top1-ema: 79.800 (epoch: 203)] +2024-10-12 09:07:55,608 - ==> Total time: 17:14:38 Eta: 8:06:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:08:11,128 - Train: 68.01% [255250/375300] [204.0/300.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.000719] [CE 3.246 (3.339)] [KD 0.000 (0.000)] +2024-10-12 09:08:22,915 - Train: 68.03% [255300/375300] [204.1/300.0] [batch_t 0.210 (0.236)] [data_t 0.009] [optim_t 0.201] [lr 0.000718] [CE 2.900 (3.342)] [KD 0.000 (0.000)] +2024-10-12 09:08:35,132 - Train: 68.04% [255350/375300] [204.1/300.0] [batch_t 0.223 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.000718] [CE 3.607 (3.360)] [KD 0.000 (0.000)] +2024-10-12 09:08:47,386 - Train: 68.05% [255400/375300] [204.2/300.0] [batch_t 0.183 (0.245)] [data_t 0.009] [optim_t 0.174] [lr 0.000717] [CE 3.574 (3.351)] [KD 0.000 (0.000)] +2024-10-12 09:08:59,311 - Train: 68.07% [255450/375300] [204.2/300.0] [batch_t 0.255 (0.238)] [data_t 0.009] [optim_t 0.246] [lr 0.000717] [CE 3.393 (3.384)] [KD 0.000 (0.000)] +2024-10-12 09:09:11,251 - Train: 68.08% [255500/375300] [204.2/300.0] [batch_t 0.235 (0.239)] [data_t 0.009] [optim_t 0.226] [lr 0.000716] [CE 3.281 (3.406)] [KD 0.000 (0.000)] +2024-10-12 09:09:22,948 - Train: 68.09% [255550/375300] [204.3/300.0] [batch_t 0.206 (0.234)] [data_t 0.032] [optim_t 0.174] [lr 0.000716] [CE 3.289 (3.361)] [KD 0.000 (0.000)] +2024-10-12 09:09:35,267 - Train: 68.11% [255600/375300] [204.3/300.0] [batch_t 0.245 (0.246)] [data_t 0.072] [optim_t 0.174] [lr 0.000715] [CE 3.251 (3.331)] [KD 0.000 (0.000)] +2024-10-12 09:09:47,662 - Train: 68.12% [255650/375300] [204.4/300.0] [batch_t 0.236 (0.248)] [data_t 0.061] [optim_t 0.175] [lr 0.000715] [CE 3.568 (3.397)] [KD 0.000 (0.000)] +2024-10-12 09:09:59,497 - Train: 68.13% [255700/375300] [204.4/300.0] [batch_t 0.215 (0.237)] [data_t 0.038] [optim_t 0.178] [lr 0.000714] [CE 3.322 (3.397)] [KD 0.000 (0.000)] +2024-10-12 09:10:11,526 - Train: 68.15% [255750/375300] [204.4/300.0] [batch_t 0.207 (0.240)] [data_t 0.031] [optim_t 0.176] [lr 0.000714] [CE 3.557 (3.389)] [KD 0.000 (0.000)] +2024-10-12 09:10:23,663 - Train: 68.16% [255800/375300] [204.5/300.0] [batch_t 0.236 (0.243)] [data_t 0.061] [optim_t 0.175] [lr 0.000713] [CE 3.364 (3.378)] [KD 0.000 (0.000)] +2024-10-12 09:10:35,511 - Train: 68.17% [255850/375300] [204.5/300.0] [batch_t 0.248 (0.237)] [data_t 0.074] [optim_t 0.174] [lr 0.000713] [CE 3.223 (3.351)] [KD 0.000 (0.000)] +2024-10-12 09:10:47,695 - Train: 68.19% [255900/375300] [204.6/300.0] [batch_t 0.204 (0.244)] [data_t 0.031] [optim_t 0.173] [lr 0.000712] [CE 3.433 (3.366)] [KD 0.000 (0.000)] +2024-10-12 09:10:59,404 - Train: 68.20% [255950/375300] [204.6/300.0] [batch_t 0.269 (0.234)] [data_t 0.096] [optim_t 0.173] [lr 0.000711] [CE 3.585 (3.393)] [KD 0.000 (0.000)] +2024-10-12 09:11:11,282 - Train: 68.21% [256000/375300] [204.6/300.0] [batch_t 0.269 (0.237)] [data_t 0.095] [optim_t 0.174] [lr 0.000711] [CE 3.381 (3.371)] [KD 0.000 (0.000)] +2024-10-12 09:11:22,275 - Train: 68.23% [256050/375300] [204.7/300.0] [batch_t 0.225 (0.220)] [data_t 0.048] [optim_t 0.177] [lr 0.000710] [CE 3.510 (3.367)] [KD 0.000 (0.000)] +2024-10-12 09:11:33,570 - Train: 68.24% [256100/375300] [204.7/300.0] [batch_t 0.221 (0.226)] [data_t 0.009] [optim_t 0.212] [lr 0.000710] [CE 3.173 (3.368)] [KD 0.000 (0.000)] +2024-10-12 09:11:45,428 - Train: 68.25% [256150/375300] [204.8/300.0] [batch_t 0.192 (0.237)] [data_t 0.009] [optim_t 0.183] [lr 0.000709] [CE 3.225 (3.375)] [KD 0.000 (0.000)] +2024-10-12 09:11:56,715 - Train: 68.27% [256200/375300] [204.8/300.0] [batch_t 0.220 (0.226)] [data_t 0.009] [optim_t 0.211] [lr 0.000709] [CE 3.361 (3.365)] [KD 0.000 (0.000)] +2024-10-12 09:12:08,343 - Train: 68.28% [256250/375300] [204.8/300.0] [batch_t 0.188 (0.232)] [data_t 0.009] [optim_t 0.179] [lr 0.000708] [CE 3.245 (3.336)] [KD 0.000 (0.000)] +2024-10-12 09:12:19,940 - Train: 68.29% [256300/375300] [204.9/300.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.000708] [CE 3.459 (3.353)] [KD 0.000 (0.000)] +2024-10-12 09:12:31,802 - Train: 68.31% [256350/375300] [204.9/300.0] [batch_t 0.254 (0.237)] [data_t 0.009] [optim_t 0.245] [lr 0.000707] [CE 3.135 (3.365)] [KD 0.000 (0.000)] +2024-10-12 09:12:43,173 - Train: 68.32% [256400/375300] [205.0/300.0] [batch_t 0.236 (0.227)] [data_t 0.009] [optim_t 0.227] [lr 0.000707] [CE 3.274 (3.374)] [KD 0.000 (0.000)] +2024-10-12 09:12:54,030 - Train: 68.33% [256450/375300] [205.0/300.0] [batch_t 0.182 (0.217)] [data_t 0.009] [optim_t 0.174] [lr 0.000706] [CE 3.685 (3.387)] [KD 0.000 (0.000)] +2024-10-12 09:13:07,062 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 38445] [top5_cnt 46833] [top_all 50000] +2024-10-12 09:13:07,062 - net: 76.890 (93.666) +2024-10-12 09:13:19,162 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39918] [top5_cnt 47557] [top_all 50000] +2024-10-12 09:13:19,162 - net_E: 79.836 (95.114) +2024-10-12 09:13:19,321 - Max [top1: 76.890 (epoch: 205)] [top1-ema: 79.836 (epoch: 205)] +2024-10-12 09:13:19,321 - ==> Total time: 17:20:02 Eta: 8:01:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:13:35,172 - Train: 68.35% [256500/375300] [205.0/300.0] [batch_t 0.188 (0.234)] [data_t 0.009] [optim_t 0.179] [lr 0.000706] [CE 3.396 (3.370)] [KD 0.000 (0.000)] +2024-10-12 09:13:46,965 - Train: 68.36% [256550/375300] [205.1/300.0] [batch_t 0.185 (0.236)] [data_t 0.009] [optim_t 0.176] [lr 0.000705] [CE 3.595 (3.364)] [KD 0.000 (0.000)] +2024-10-12 09:13:58,316 - Train: 68.37% [256600/375300] [205.1/300.0] [batch_t 0.188 (0.227)] [data_t 0.009] [optim_t 0.179] [lr 0.000705] [CE 3.266 (3.329)] [KD 0.000 (0.000)] +2024-10-12 09:14:10,115 - Train: 68.39% [256650/375300] [205.2/300.0] [batch_t 0.201 (0.236)] [data_t 0.009] [optim_t 0.192] [lr 0.000704] [CE 3.353 (3.367)] [KD 0.000 (0.000)] +2024-10-12 09:14:21,762 - Train: 68.40% [256700/375300] [205.2/300.0] [batch_t 0.224 (0.233)] [data_t 0.009] [optim_t 0.215] [lr 0.000704] [CE 3.321 (3.406)] [KD 0.000 (0.000)] +2024-10-12 09:14:33,467 - Train: 68.41% [256750/375300] [205.2/300.0] [batch_t 0.202 (0.234)] [data_t 0.009] [optim_t 0.193] [lr 0.000703] [CE 2.973 (3.342)] [KD 0.000 (0.000)] +2024-10-12 09:14:45,423 - Train: 68.43% [256800/375300] [205.3/300.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.210] [lr 0.000703] [CE 3.477 (3.371)] [KD 0.000 (0.000)] +2024-10-12 09:14:57,727 - Train: 68.44% [256850/375300] [205.3/300.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.000702] [CE 3.604 (3.387)] [KD 0.000 (0.000)] +2024-10-12 09:15:09,733 - Train: 68.45% [256900/375300] [205.4/300.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000702] [CE 3.495 (3.343)] [KD 0.000 (0.000)] +2024-10-12 09:15:21,886 - Train: 68.47% [256950/375300] [205.4/300.0] [batch_t 0.266 (0.243)] [data_t 0.009] [optim_t 0.257] [lr 0.000701] [CE 3.512 (3.408)] [KD 0.000 (0.000)] +2024-10-12 09:15:33,869 - Train: 68.48% [257000/375300] [205.4/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.000701] [CE 3.476 (3.355)] [KD 0.000 (0.000)] +2024-10-12 09:15:45,842 - Train: 68.49% [257050/375300] [205.5/300.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000700] [CE 2.953 (3.368)] [KD 0.000 (0.000)] +2024-10-12 09:15:57,985 - Train: 68.51% [257100/375300] [205.5/300.0] [batch_t 0.228 (0.243)] [data_t 0.009] [optim_t 0.219] [lr 0.000700] [CE 3.405 (3.372)] [KD 0.000 (0.000)] +2024-10-12 09:16:09,538 - Train: 68.52% [257150/375300] [205.6/300.0] [batch_t 0.210 (0.231)] [data_t 0.009] [optim_t 0.201] [lr 0.000699] [CE 3.414 (3.358)] [KD 0.000 (0.000)] +2024-10-12 09:16:20,864 - Train: 68.53% [257200/375300] [205.6/300.0] [batch_t 0.222 (0.226)] [data_t 0.009] [optim_t 0.213] [lr 0.000698] [CE 3.642 (3.342)] [KD 0.000 (0.000)] +2024-10-12 09:16:32,455 - Train: 68.55% [257250/375300] [205.6/300.0] [batch_t 0.255 (0.232)] [data_t 0.009] [optim_t 0.246] [lr 0.000698] [CE 2.962 (3.343)] [KD 0.000 (0.000)] +2024-10-12 09:16:43,952 - Train: 68.56% [257300/375300] [205.7/300.0] [batch_t 0.253 (0.230)] [data_t 0.009] [optim_t 0.244] [lr 0.000697] [CE 3.251 (3.390)] [KD 0.000 (0.000)] +2024-10-12 09:16:55,831 - Train: 68.57% [257350/375300] [205.7/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.178] [lr 0.000697] [CE 3.216 (3.370)] [KD 0.000 (0.000)] +2024-10-12 09:17:07,624 - Train: 68.59% [257400/375300] [205.8/300.0] [batch_t 0.248 (0.236)] [data_t 0.009] [optim_t 0.239] [lr 0.000696] [CE 3.403 (3.325)] [KD 0.000 (0.000)] +2024-10-12 09:17:19,815 - Train: 68.60% [257450/375300] [205.8/300.0] [batch_t 0.190 (0.244)] [data_t 0.009] [optim_t 0.181] [lr 0.000696] [CE 3.228 (3.360)] [KD 0.000 (0.000)] +2024-10-12 09:17:31,755 - Train: 68.61% [257500/375300] [205.8/300.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.000695] [CE 3.758 (3.393)] [KD 0.000 (0.000)] +2024-10-12 09:17:43,702 - Train: 68.63% [257550/375300] [205.9/300.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000695] [CE 3.248 (3.383)] [KD 0.000 (0.000)] +2024-10-12 09:17:55,505 - Train: 68.64% [257600/375300] [205.9/300.0] [batch_t 0.270 (0.236)] [data_t 0.009] [optim_t 0.261] [lr 0.000694] [CE 3.292 (3.364)] [KD 0.000 (0.000)] +2024-10-12 09:18:07,528 - Train: 68.65% [257650/375300] [206.0/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.000694] [CE 3.564 (3.390)] [KD 0.000 (0.000)] +2024-10-12 09:18:18,743 - Train: 68.67% [257700/375300] [206.0/300.0] [batch_t 0.179 (0.224)] [data_t 0.009] [optim_t 0.171] [lr 0.000693] [CE 3.373 (3.351)] [KD 0.000 (0.000)] +2024-10-12 09:18:31,973 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 38382] [top5_cnt 46819] [top_all 50000] +2024-10-12 09:18:31,973 - net: 76.764 (93.638) +2024-10-12 09:18:44,072 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39933] [top5_cnt 47551] [top_all 50000] +2024-10-12 09:18:44,073 - net_E: 79.866 (95.102) +2024-10-12 09:18:44,212 - Max [top1: 76.890 (epoch: 205)] [top1-ema: 79.866 (epoch: 206)] +2024-10-12 09:18:44,212 - ==> Total time: 17:25:26 Eta: 7:57:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:18:58,612 - Train: 68.68% [257750/375300] [206.0/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.000693] [CE 3.243 (3.317)] [KD 0.000 (0.000)] +2024-10-12 09:19:09,887 - Train: 68.69% [257800/375300] [206.1/300.0] [batch_t 0.232 (0.225)] [data_t 0.009] [optim_t 0.223] [lr 0.000692] [CE 3.387 (3.326)] [KD 0.000 (0.000)] +2024-10-12 09:19:21,504 - Train: 68.71% [257850/375300] [206.1/300.0] [batch_t 0.259 (0.232)] [data_t 0.009] [optim_t 0.250] [lr 0.000692] [CE 3.076 (3.326)] [KD 0.000 (0.000)] +2024-10-12 09:19:33,151 - Train: 68.72% [257900/375300] [206.2/300.0] [batch_t 0.239 (0.233)] [data_t 0.009] [optim_t 0.230] [lr 0.000691] [CE 3.291 (3.360)] [KD 0.000 (0.000)] +2024-10-12 09:19:44,668 - Train: 68.73% [257950/375300] [206.2/300.0] [batch_t 0.231 (0.230)] [data_t 0.009] [optim_t 0.222] [lr 0.000691] [CE 3.403 (3.330)] [KD 0.000 (0.000)] +2024-10-12 09:19:56,304 - Train: 68.75% [258000/375300] [206.2/300.0] [batch_t 0.203 (0.233)] [data_t 0.009] [optim_t 0.194] [lr 0.000690] [CE 3.157 (3.396)] [KD 0.000 (0.000)] +2024-10-12 09:20:07,854 - Train: 68.76% [258050/375300] [206.3/300.0] [batch_t 0.204 (0.231)] [data_t 0.009] [optim_t 0.195] [lr 0.000690] [CE 3.224 (3.398)] [KD 0.000 (0.000)] +2024-10-12 09:20:19,691 - Train: 68.77% [258100/375300] [206.3/300.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.212] [lr 0.000689] [CE 3.154 (3.331)] [KD 0.000 (0.000)] +2024-10-12 09:20:31,368 - Train: 68.78% [258150/375300] [206.4/300.0] [batch_t 0.230 (0.233)] [data_t 0.009] [optim_t 0.221] [lr 0.000689] [CE 3.208 (3.285)] [KD 0.000 (0.000)] +2024-10-12 09:20:43,301 - Train: 68.80% [258200/375300] [206.4/300.0] [batch_t 0.254 (0.239)] [data_t 0.009] [optim_t 0.245] [lr 0.000688] [CE 3.449 (3.340)] [KD 0.000 (0.000)] +2024-10-12 09:20:55,066 - Train: 68.81% [258250/375300] [206.4/300.0] [batch_t 0.260 (0.235)] [data_t 0.009] [optim_t 0.251] [lr 0.000688] [CE 3.092 (3.329)] [KD 0.000 (0.000)] +2024-10-12 09:21:06,439 - Train: 68.82% [258300/375300] [206.5/300.0] [batch_t 0.216 (0.227)] [data_t 0.009] [optim_t 0.207] [lr 0.000687] [CE 3.531 (3.358)] [KD 0.000 (0.000)] +2024-10-12 09:21:18,027 - Train: 68.84% [258350/375300] [206.5/300.0] [batch_t 0.281 (0.232)] [data_t 0.009] [optim_t 0.272] [lr 0.000687] [CE 3.397 (3.351)] [KD 0.000 (0.000)] +2024-10-12 09:21:29,586 - Train: 68.85% [258400/375300] [206.6/300.0] [batch_t 0.266 (0.231)] [data_t 0.009] [optim_t 0.257] [lr 0.000686] [CE 2.817 (3.294)] [KD 0.000 (0.000)] +2024-10-12 09:21:41,140 - Train: 68.86% [258450/375300] [206.6/300.0] [batch_t 0.235 (0.231)] [data_t 0.009] [optim_t 0.226] [lr 0.000686] [CE 2.996 (3.359)] [KD 0.000 (0.000)] +2024-10-12 09:21:53,049 - Train: 68.88% [258500/375300] [206.6/300.0] [batch_t 0.184 (0.238)] [data_t 0.009] [optim_t 0.175] [lr 0.000685] [CE 3.213 (3.373)] [KD 0.000 (0.000)] +2024-10-12 09:22:04,429 - Train: 68.89% [258550/375300] [206.7/300.0] [batch_t 0.279 (0.227)] [data_t 0.009] [optim_t 0.269] [lr 0.000685] [CE 3.287 (3.390)] [KD 0.000 (0.000)] +2024-10-12 09:22:16,080 - Train: 68.90% [258600/375300] [206.7/300.0] [batch_t 0.193 (0.233)] [data_t 0.009] [optim_t 0.184] [lr 0.000684] [CE 3.318 (3.337)] [KD 0.000 (0.000)] +2024-10-12 09:22:27,704 - Train: 68.92% [258650/375300] [206.8/300.0] [batch_t 0.218 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.000683] [CE 2.990 (3.396)] [KD 0.000 (0.000)] +2024-10-12 09:22:39,403 - Train: 68.93% [258700/375300] [206.8/300.0] [batch_t 0.241 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.000683] [CE 3.411 (3.342)] [KD 0.000 (0.000)] +2024-10-12 09:22:50,877 - Train: 68.94% [258750/375300] [206.8/300.0] [batch_t 0.204 (0.229)] [data_t 0.009] [optim_t 0.195] [lr 0.000682] [CE 3.480 (3.360)] [KD 0.000 (0.000)] +2024-10-12 09:23:02,479 - Train: 68.96% [258800/375300] [206.9/300.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.216] [lr 0.000682] [CE 3.189 (3.347)] [KD 0.000 (0.000)] +2024-10-12 09:23:14,273 - Train: 68.97% [258850/375300] [206.9/300.0] [batch_t 0.183 (0.236)] [data_t 0.009] [optim_t 0.174] [lr 0.000681] [CE 3.444 (3.333)] [KD 0.000 (0.000)] +2024-10-12 09:23:25,798 - Train: 68.98% [258900/375300] [207.0/300.0] [batch_t 0.211 (0.230)] [data_t 0.009] [optim_t 0.202] [lr 0.000681] [CE 3.603 (3.348)] [KD 0.000 (0.000)] +2024-10-12 09:23:37,183 - Train: 69.00% [258950/375300] [207.0/300.0] [batch_t 0.183 (0.228)] [data_t 0.009] [optim_t 0.174] [lr 0.000680] [CE 3.434 (3.390)] [KD 0.000 (0.000)] +2024-10-12 09:23:50,413 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 38479] [top5_cnt 46907] [top_all 50000] +2024-10-12 09:23:50,413 - net: 76.958 (93.814) +2024-10-12 09:24:02,615 - Test (net_E): 100.00% [50/50] [batch_t 0.079 (0.237)] [top1_cnt 39947] [top5_cnt 47553] [top_all 50000] +2024-10-12 09:24:02,616 - net_E: 79.894 (95.106) +2024-10-12 09:24:02,758 - Max [top1: 76.958 (epoch: 207)] [top1-ema: 79.894 (epoch: 207)] +2024-10-12 09:24:02,759 - ==> Total time: 17:30:45 Eta: 7:52:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:24:21,034 - Train: 69.01% [259000/375300] [207.0/300.0] [batch_t 0.187 (0.247)] [data_t 0.009] [optim_t 0.178] [lr 0.000680] [CE 3.041 (3.336)] [KD 0.000 (0.000)] +2024-10-12 09:24:33,366 - Train: 69.02% [259050/375300] [207.1/300.0] [batch_t 0.183 (0.246)] [data_t 0.009] [optim_t 0.175] [lr 0.000679] [CE 3.519 (3.278)] [KD 0.000 (0.000)] +2024-10-12 09:24:45,436 - Train: 69.04% [259100/375300] [207.1/300.0] [batch_t 0.535 (0.241)] [data_t 0.113] [optim_t 0.422] [lr 0.000679] [CE 3.481 (3.326)] [KD 0.000 (0.000)] +2024-10-12 09:24:57,222 - Train: 69.05% [259150/375300] [207.2/300.0] [batch_t 0.197 (0.236)] [data_t 0.009] [optim_t 0.188] [lr 0.000678] [CE 3.491 (3.325)] [KD 0.000 (0.000)] +2024-10-12 09:25:09,554 - Train: 69.06% [259200/375300] [207.2/300.0] [batch_t 0.251 (0.247)] [data_t 0.076] [optim_t 0.175] [lr 0.000678] [CE 3.324 (3.328)] [KD 0.000 (0.000)] +2024-10-12 09:25:21,643 - Train: 69.08% [259250/375300] [207.2/300.0] [batch_t 0.318 (0.242)] [data_t 0.101] [optim_t 0.217] [lr 0.000677] [CE 3.339 (3.378)] [KD 0.000 (0.000)] +2024-10-12 09:25:33,087 - Train: 69.09% [259300/375300] [207.3/300.0] [batch_t 0.188 (0.229)] [data_t 0.009] [optim_t 0.179] [lr 0.000677] [CE 3.442 (3.412)] [KD 0.000 (0.000)] +2024-10-12 09:25:45,026 - Train: 69.10% [259350/375300] [207.3/300.0] [batch_t 0.210 (0.239)] [data_t 0.035] [optim_t 0.174] [lr 0.000676] [CE 3.625 (3.307)] [KD 0.000 (0.000)] +2024-10-12 09:25:56,793 - Train: 69.12% [259400/375300] [207.4/300.0] [batch_t 0.185 (0.235)] [data_t 0.009] [optim_t 0.176] [lr 0.000676] [CE 2.959 (3.351)] [KD 0.000 (0.000)] +2024-10-12 09:26:09,083 - Train: 69.13% [259450/375300] [207.4/300.0] [batch_t 0.225 (0.246)] [data_t 0.009] [optim_t 0.216] [lr 0.000675] [CE 3.072 (3.319)] [KD 0.000 (0.000)] +2024-10-12 09:26:21,325 - Train: 69.14% [259500/375300] [207.4/300.0] [batch_t 0.253 (0.245)] [data_t 0.009] [optim_t 0.244] [lr 0.000675] [CE 3.414 (3.312)] [KD 0.000 (0.000)] +2024-10-12 09:26:33,351 - Train: 69.16% [259550/375300] [207.5/300.0] [batch_t 0.217 (0.240)] [data_t 0.009] [optim_t 0.208] [lr 0.000674] [CE 3.360 (3.298)] [KD 0.000 (0.000)] +2024-10-12 09:26:45,367 - Train: 69.17% [259600/375300] [207.5/300.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000674] [CE 3.225 (3.324)] [KD 0.000 (0.000)] +2024-10-12 09:26:57,488 - Train: 69.18% [259650/375300] [207.6/300.0] [batch_t 0.212 (0.242)] [data_t 0.009] [optim_t 0.203] [lr 0.000673] [CE 3.237 (3.350)] [KD 0.000 (0.000)] +2024-10-12 09:27:09,506 - Train: 69.20% [259700/375300] [207.6/300.0] [batch_t 0.260 (0.240)] [data_t 0.009] [optim_t 0.251] [lr 0.000673] [CE 3.302 (3.385)] [KD 0.000 (0.000)] +2024-10-12 09:27:21,473 - Train: 69.21% [259750/375300] [207.6/300.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.209] [lr 0.000672] [CE 3.467 (3.373)] [KD 0.000 (0.000)] +2024-10-12 09:27:33,416 - Train: 69.22% [259800/375300] [207.7/300.0] [batch_t 0.234 (0.239)] [data_t 0.009] [optim_t 0.225] [lr 0.000672] [CE 3.429 (3.355)] [KD 0.000 (0.000)] +2024-10-12 09:27:45,198 - Train: 69.24% [259850/375300] [207.7/300.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.000671] [CE 3.000 (3.345)] [KD 0.000 (0.000)] +2024-10-12 09:27:57,157 - Train: 69.25% [259900/375300] [207.8/300.0] [batch_t 0.259 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.000671] [CE 3.620 (3.389)] [KD 0.000 (0.000)] +2024-10-12 09:28:08,921 - Train: 69.26% [259950/375300] [207.8/300.0] [batch_t 0.196 (0.235)] [data_t 0.009] [optim_t 0.187] [lr 0.000670] [CE 3.304 (3.367)] [KD 0.000 (0.000)] +2024-10-12 09:28:20,831 - Train: 69.28% [260000/375300] [207.8/300.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000670] [CE 3.459 (3.340)] [KD 0.000 (0.000)] +2024-10-12 09:28:32,615 - Train: 69.29% [260050/375300] [207.9/300.0] [batch_t 0.217 (0.236)] [data_t 0.009] [optim_t 0.208] [lr 0.000669] [CE 3.603 (3.358)] [KD 0.000 (0.000)] +2024-10-12 09:28:44,373 - Train: 69.30% [260100/375300] [207.9/300.0] [batch_t 0.187 (0.235)] [data_t 0.009] [optim_t 0.178] [lr 0.000669] [CE 3.234 (3.346)] [KD 0.000 (0.000)] +2024-10-12 09:28:55,694 - Train: 69.32% [260150/375300] [208.0/300.0] [batch_t 0.288 (0.226)] [data_t 0.009] [optim_t 0.279] [lr 0.000668] [CE 3.237 (3.369)] [KD 0.000 (0.000)] +2024-10-12 09:29:07,374 - Train: 69.33% [260200/375300] [208.0/300.0] [batch_t 0.182 (0.233)] [data_t 0.009] [optim_t 0.173] [lr 0.000668] [CE 3.538 (3.376)] [KD 0.000 (0.000)] +2024-10-12 09:29:20,925 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 38613] [top5_cnt 46910] [top_all 50000] +2024-10-12 09:29:20,926 - net: 77.226 (93.820) +2024-10-12 09:29:33,287 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39945] [top5_cnt 47559] [top_all 50000] +2024-10-12 09:29:33,287 - net_E: 79.890 (95.118) +2024-10-12 09:29:33,444 - Max [top1: 77.226 (epoch: 208)] [top1-ema: 79.894 (epoch: 207)] +2024-10-12 09:29:33,444 - ==> Total time: 17:36:16 Eta: 7:47:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:29:48,022 - Train: 69.34% [260250/375300] [208.0/300.0] [batch_t 0.187 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.000667] [CE 3.526 (3.283)] [KD 0.000 (0.000)] +2024-10-12 09:29:59,474 - Train: 69.36% [260300/375300] [208.1/300.0] [batch_t 0.188 (0.229)] [data_t 0.009] [optim_t 0.179] [lr 0.000667] [CE 3.324 (3.278)] [KD 0.000 (0.000)] +2024-10-12 09:30:11,038 - Train: 69.37% [260350/375300] [208.1/300.0] [batch_t 0.259 (0.231)] [data_t 0.010] [optim_t 0.248] [lr 0.000666] [CE 3.504 (3.382)] [KD 0.000 (0.000)] +2024-10-12 09:30:23,220 - Train: 69.38% [260400/375300] [208.2/300.0] [batch_t 0.453 (0.244)] [data_t 0.009] [optim_t 0.444] [lr 0.000666] [CE 3.109 (3.319)] [KD 0.000 (0.000)] +2024-10-12 09:30:34,899 - Train: 69.40% [260450/375300] [208.2/300.0] [batch_t 0.219 (0.233)] [data_t 0.009] [optim_t 0.210] [lr 0.000665] [CE 3.645 (3.326)] [KD 0.000 (0.000)] +2024-10-12 09:30:47,019 - Train: 69.41% [260500/375300] [208.2/300.0] [batch_t 0.326 (0.242)] [data_t 0.009] [optim_t 0.317] [lr 0.000665] [CE 3.279 (3.384)] [KD 0.000 (0.000)] +2024-10-12 09:30:59,013 - Train: 69.42% [260550/375300] [208.3/300.0] [batch_t 0.251 (0.240)] [data_t 0.009] [optim_t 0.242] [lr 0.000664] [CE 3.273 (3.384)] [KD 0.000 (0.000)] +2024-10-12 09:31:11,223 - Train: 69.44% [260600/375300] [208.3/300.0] [batch_t 0.256 (0.244)] [data_t 0.009] [optim_t 0.247] [lr 0.000664] [CE 3.424 (3.349)] [KD 0.000 (0.000)] +2024-10-12 09:31:23,121 - Train: 69.45% [260650/375300] [208.4/300.0] [batch_t 0.274 (0.238)] [data_t 0.009] [optim_t 0.265] [lr 0.000663] [CE 3.172 (3.334)] [KD 0.000 (0.000)] +2024-10-12 09:31:35,133 - Train: 69.46% [260700/375300] [208.4/300.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000662] [CE 3.524 (3.347)] [KD 0.000 (0.000)] +2024-10-12 09:31:47,308 - Train: 69.48% [260750/375300] [208.4/300.0] [batch_t 0.249 (0.243)] [data_t 0.009] [optim_t 0.240] [lr 0.000662] [CE 3.222 (3.358)] [KD 0.000 (0.000)] +2024-10-12 09:31:59,194 - Train: 69.49% [260800/375300] [208.5/300.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.000661] [CE 3.431 (3.311)] [KD 0.000 (0.000)] +2024-10-12 09:32:11,170 - Train: 69.50% [260850/375300] [208.5/300.0] [batch_t 0.268 (0.239)] [data_t 0.009] [optim_t 0.259] [lr 0.000661] [CE 3.186 (3.300)] [KD 0.000 (0.000)] +2024-10-12 09:32:23,090 - Train: 69.52% [260900/375300] [208.6/300.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.000660] [CE 3.491 (3.347)] [KD 0.000 (0.000)] +2024-10-12 09:32:35,091 - Train: 69.53% [260950/375300] [208.6/300.0] [batch_t 0.295 (0.240)] [data_t 0.009] [optim_t 0.286] [lr 0.000660] [CE 3.299 (3.383)] [KD 0.000 (0.000)] +2024-10-12 09:32:46,833 - Train: 69.54% [261000/375300] [208.6/300.0] [batch_t 0.207 (0.235)] [data_t 0.009] [optim_t 0.198] [lr 0.000659] [CE 3.182 (3.317)] [KD 0.000 (0.000)] +2024-10-12 09:32:58,614 - Train: 69.56% [261050/375300] [208.7/300.0] [batch_t 0.213 (0.236)] [data_t 0.009] [optim_t 0.204] [lr 0.000659] [CE 3.190 (3.341)] [KD 0.000 (0.000)] +2024-10-12 09:33:10,429 - Train: 69.57% [261100/375300] [208.7/300.0] [batch_t 0.251 (0.236)] [data_t 0.009] [optim_t 0.242] [lr 0.000658] [CE 3.568 (3.362)] [KD 0.000 (0.000)] +2024-10-12 09:33:22,593 - Train: 69.58% [261150/375300] [208.8/300.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.000658] [CE 3.168 (3.338)] [KD 0.000 (0.000)] +2024-10-12 09:33:34,797 - Train: 69.60% [261200/375300] [208.8/300.0] [batch_t 0.259 (0.244)] [data_t 0.009] [optim_t 0.250] [lr 0.000657] [CE 3.581 (3.380)] [KD 0.000 (0.000)] +2024-10-12 09:33:46,978 - Train: 69.61% [261250/375300] [208.8/300.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.000657] [CE 3.381 (3.297)] [KD 0.000 (0.000)] +2024-10-12 09:33:58,999 - Train: 69.62% [261300/375300] [208.9/300.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.245] [lr 0.000656] [CE 3.530 (3.354)] [KD 0.000 (0.000)] +2024-10-12 09:34:11,195 - Train: 69.64% [261350/375300] [208.9/300.0] [batch_t 0.261 (0.244)] [data_t 0.009] [optim_t 0.252] [lr 0.000656] [CE 3.403 (3.346)] [KD 0.000 (0.000)] +2024-10-12 09:34:23,156 - Train: 69.65% [261400/375300] [209.0/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.000655] [CE 3.731 (3.371)] [KD 0.000 (0.000)] +2024-10-12 09:34:34,936 - Train: 69.66% [261450/375300] [209.0/300.0] [batch_t 0.180 (0.235)] [data_t 0.009] [optim_t 0.172] [lr 0.000655] [CE 3.590 (3.363)] [KD 0.000 (0.000)] +2024-10-12 09:34:48,721 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 38449] [top5_cnt 46875] [top_all 50000] +2024-10-12 09:34:48,722 - net: 76.898 (93.750) +2024-10-12 09:35:00,902 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39984] [top5_cnt 47569] [top_all 50000] +2024-10-12 09:35:00,902 - net_E: 79.968 (95.138) +2024-10-12 09:35:01,036 - Max [top1: 77.226 (epoch: 208)] [top1-ema: 79.968 (epoch: 209)] +2024-10-12 09:35:01,036 - ==> Total time: 17:41:43 Eta: 7:42:17 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:35:18,808 - Train: 69.68% [261500/375300] [209.0/300.0] [batch_t 0.544 (0.246)] [data_t 0.365] [optim_t 0.179] [lr 0.000654] [CE 3.208 (3.355)] [KD 0.000 (0.000)] +2024-10-12 09:35:29,577 - Train: 69.69% [261550/375300] [209.1/300.0] [batch_t 0.227 (0.215)] [data_t 0.009] [optim_t 0.218] [lr 0.000654] [CE 3.439 (3.318)] [KD 0.000 (0.000)] +2024-10-12 09:35:41,474 - Train: 69.70% [261600/375300] [209.1/300.0] [batch_t 0.220 (0.238)] [data_t 0.009] [optim_t 0.211] [lr 0.000653] [CE 3.638 (3.329)] [KD 0.000 (0.000)] +2024-10-12 09:35:53,042 - Train: 69.72% [261650/375300] [209.2/300.0] [batch_t 0.258 (0.231)] [data_t 0.009] [optim_t 0.249] [lr 0.000653] [CE 3.254 (3.283)] [KD 0.000 (0.000)] +2024-10-12 09:36:04,612 - Train: 69.73% [261700/375300] [209.2/300.0] [batch_t 0.208 (0.231)] [data_t 0.009] [optim_t 0.199] [lr 0.000652] [CE 3.435 (3.332)] [KD 0.000 (0.000)] +2024-10-12 09:36:16,207 - Train: 69.74% [261750/375300] [209.2/300.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.000652] [CE 3.508 (3.339)] [KD 0.000 (0.000)] +2024-10-12 09:36:27,804 - Train: 69.76% [261800/375300] [209.3/300.0] [batch_t 0.446 (0.232)] [data_t 0.009] [optim_t 0.437] [lr 0.000651] [CE 3.331 (3.369)] [KD 0.000 (0.000)] +2024-10-12 09:36:39,530 - Train: 69.77% [261850/375300] [209.3/300.0] [batch_t 0.263 (0.234)] [data_t 0.009] [optim_t 0.254] [lr 0.000651] [CE 3.324 (3.332)] [KD 0.000 (0.000)] +2024-10-12 09:36:51,732 - Train: 69.78% [261900/375300] [209.4/300.0] [batch_t 0.256 (0.244)] [data_t 0.009] [optim_t 0.248] [lr 0.000650] [CE 3.273 (3.326)] [KD 0.000 (0.000)] +2024-10-12 09:37:03,718 - Train: 69.80% [261950/375300] [209.4/300.0] [batch_t 0.224 (0.240)] [data_t 0.009] [optim_t 0.215] [lr 0.000650] [CE 3.507 (3.311)] [KD 0.000 (0.000)] +2024-10-12 09:37:15,774 - Train: 69.81% [262000/375300] [209.4/300.0] [batch_t 0.265 (0.241)] [data_t 0.009] [optim_t 0.256] [lr 0.000649] [CE 3.205 (3.309)] [KD 0.000 (0.000)] +2024-10-12 09:37:27,695 - Train: 69.82% [262050/375300] [209.5/300.0] [batch_t 0.260 (0.238)] [data_t 0.009] [optim_t 0.251] [lr 0.000649] [CE 3.645 (3.384)] [KD 0.000 (0.000)] +2024-10-12 09:37:39,620 - Train: 69.84% [262100/375300] [209.5/300.0] [batch_t 0.272 (0.238)] [data_t 0.009] [optim_t 0.262] [lr 0.000648] [CE 3.400 (3.342)] [KD 0.000 (0.000)] +2024-10-12 09:37:51,710 - Train: 69.85% [262150/375300] [209.6/300.0] [batch_t 0.251 (0.242)] [data_t 0.009] [optim_t 0.242] [lr 0.000648] [CE 3.263 (3.327)] [KD 0.000 (0.000)] +2024-10-12 09:38:03,625 - Train: 69.86% [262200/375300] [209.6/300.0] [batch_t 0.266 (0.238)] [data_t 0.009] [optim_t 0.257] [lr 0.000647] [CE 3.002 (3.349)] [KD 0.000 (0.000)] +2024-10-12 09:38:15,530 - Train: 69.88% [262250/375300] [209.6/300.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.000647] [CE 3.411 (3.356)] [KD 0.000 (0.000)] +2024-10-12 09:38:27,683 - Train: 69.89% [262300/375300] [209.7/300.0] [batch_t 0.283 (0.243)] [data_t 0.009] [optim_t 0.275] [lr 0.000646] [CE 3.166 (3.350)] [KD 0.000 (0.000)] +2024-10-12 09:38:39,691 - Train: 69.90% [262350/375300] [209.7/300.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000646] [CE 3.507 (3.376)] [KD 0.000 (0.000)] +2024-10-12 09:38:51,326 - Train: 69.92% [262400/375300] [209.8/300.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000645] [CE 3.121 (3.343)] [KD 0.000 (0.000)] +2024-10-12 09:39:02,831 - Train: 69.93% [262450/375300] [209.8/300.0] [batch_t 0.238 (0.230)] [data_t 0.009] [optim_t 0.229] [lr 0.000645] [CE 3.432 (3.323)] [KD 0.000 (0.000)] +2024-10-12 09:39:14,700 - Train: 69.94% [262500/375300] [209.8/300.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000644] [CE 3.253 (3.346)] [KD 0.000 (0.000)] +2024-10-12 09:39:26,897 - Train: 69.96% [262550/375300] [209.9/300.0] [batch_t 0.190 (0.244)] [data_t 0.009] [optim_t 0.181] [lr 0.000644] [CE 3.610 (3.305)] [KD 0.000 (0.000)] +2024-10-12 09:39:38,726 - Train: 69.97% [262600/375300] [209.9/300.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.207] [lr 0.000643] [CE 3.553 (3.380)] [KD 0.000 (0.000)] +2024-10-12 09:39:50,726 - Train: 69.98% [262650/375300] [210.0/300.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000643] [CE 3.043 (3.355)] [KD 0.000 (0.000)] +2024-10-12 09:40:02,464 - Train: 70.00% [262700/375300] [210.0/300.0] [batch_t 0.182 (0.235)] [data_t 0.009] [optim_t 0.173] [lr 0.000642] [CE 3.565 (3.319)] [KD 0.000 (0.000)] +2024-10-12 09:40:16,251 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 38453] [top5_cnt 46847] [top_all 50000] +2024-10-12 09:40:16,251 - net: 76.906 (93.694) +2024-10-12 09:40:28,094 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.229)] [top1_cnt 40039] [top5_cnt 47582] [top_all 50000] +2024-10-12 09:40:28,094 - net_E: 80.078 (95.164) +2024-10-12 09:40:28,213 - Max [top1: 77.226 (epoch: 208)] [top1-ema: 80.078 (epoch: 210)] +2024-10-12 09:40:28,214 - ==> Total time: 17:47:10 Eta: 7:37:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:40:42,118 - Train: 70.01% [262750/375300] [210.0/300.0] [batch_t 0.409 (0.231)] [data_t 0.019] [optim_t 0.389] [lr 0.000642] [CE 3.438 (3.327)] [KD 0.000 (0.000)] +2024-10-12 09:40:53,177 - Train: 70.02% [262800/375300] [210.1/300.0] [batch_t 0.236 (0.221)] [data_t 0.009] [optim_t 0.227] [lr 0.000641] [CE 2.996 (3.312)] [KD 0.000 (0.000)] +2024-10-12 09:41:04,677 - Train: 70.04% [262850/375300] [210.1/300.0] [batch_t 0.220 (0.230)] [data_t 0.009] [optim_t 0.211] [lr 0.000641] [CE 3.359 (3.283)] [KD 0.000 (0.000)] +2024-10-12 09:41:16,319 - Train: 70.05% [262900/375300] [210.2/300.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.000640] [CE 3.369 (3.292)] [KD 0.000 (0.000)] +2024-10-12 09:41:28,104 - Train: 70.06% [262950/375300] [210.2/300.0] [batch_t 0.222 (0.236)] [data_t 0.009] [optim_t 0.213] [lr 0.000640] [CE 3.049 (3.365)] [KD 0.000 (0.000)] +2024-10-12 09:41:39,645 - Train: 70.08% [263000/375300] [210.2/300.0] [batch_t 0.453 (0.231)] [data_t 0.009] [optim_t 0.444] [lr 0.000639] [CE 3.281 (3.339)] [KD 0.000 (0.000)] +2024-10-12 09:41:50,905 - Train: 70.09% [263050/375300] [210.3/300.0] [batch_t 0.213 (0.225)] [data_t 0.009] [optim_t 0.204] [lr 0.000639] [CE 3.574 (3.345)] [KD 0.000 (0.000)] +2024-10-12 09:42:02,487 - Train: 70.10% [263100/375300] [210.3/300.0] [batch_t 0.329 (0.232)] [data_t 0.009] [optim_t 0.320] [lr 0.000638] [CE 3.010 (3.311)] [KD 0.000 (0.000)] +2024-10-12 09:42:13,941 - Train: 70.12% [263150/375300] [210.4/300.0] [batch_t 0.273 (0.229)] [data_t 0.099] [optim_t 0.174] [lr 0.000638] [CE 3.488 (3.313)] [KD 0.000 (0.000)] +2024-10-12 09:42:25,987 - Train: 70.13% [263200/375300] [210.4/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.000637] [CE 3.307 (3.352)] [KD 0.000 (0.000)] +2024-10-12 09:42:37,860 - Train: 70.14% [263250/375300] [210.4/300.0] [batch_t 0.219 (0.237)] [data_t 0.046] [optim_t 0.173] [lr 0.000637] [CE 3.057 (3.332)] [KD 0.000 (0.000)] +2024-10-12 09:42:49,813 - Train: 70.16% [263300/375300] [210.5/300.0] [batch_t 0.213 (0.239)] [data_t 0.039] [optim_t 0.173] [lr 0.000636] [CE 3.600 (3.380)] [KD 0.000 (0.000)] +2024-10-12 09:43:01,856 - Train: 70.17% [263350/375300] [210.5/300.0] [batch_t 0.241 (0.241)] [data_t 0.069] [optim_t 0.173] [lr 0.000636] [CE 3.490 (3.337)] [KD 0.000 (0.000)] +2024-10-12 09:43:13,879 - Train: 70.18% [263400/375300] [210.6/300.0] [batch_t 0.245 (0.240)] [data_t 0.071] [optim_t 0.175] [lr 0.000635] [CE 3.549 (3.305)] [KD 0.000 (0.000)] +2024-10-12 09:43:25,806 - Train: 70.20% [263450/375300] [210.6/300.0] [batch_t 0.244 (0.238)] [data_t 0.069] [optim_t 0.176] [lr 0.000635] [CE 3.038 (3.295)] [KD 0.000 (0.000)] +2024-10-12 09:43:37,360 - Train: 70.21% [263500/375300] [210.6/300.0] [batch_t 0.202 (0.231)] [data_t 0.027] [optim_t 0.175] [lr 0.000634] [CE 3.410 (3.338)] [KD 0.000 (0.000)] +2024-10-12 09:43:48,994 - Train: 70.22% [263550/375300] [210.7/300.0] [batch_t 0.468 (0.233)] [data_t 0.295] [optim_t 0.174] [lr 0.000634] [CE 3.438 (3.376)] [KD 0.000 (0.000)] +2024-10-12 09:44:00,393 - Train: 70.24% [263600/375300] [210.7/300.0] [batch_t 0.238 (0.228)] [data_t 0.009] [optim_t 0.229] [lr 0.000633] [CE 3.439 (3.331)] [KD 0.000 (0.000)] +2024-10-12 09:44:11,976 - Train: 70.25% [263650/375300] [210.8/300.0] [batch_t 0.219 (0.232)] [data_t 0.009] [optim_t 0.210] [lr 0.000633] [CE 3.288 (3.336)] [KD 0.000 (0.000)] +2024-10-12 09:44:23,424 - Train: 70.26% [263700/375300] [210.8/300.0] [batch_t 0.215 (0.229)] [data_t 0.009] [optim_t 0.206] [lr 0.000632] [CE 3.670 (3.327)] [KD 0.000 (0.000)] +2024-10-12 09:44:35,183 - Train: 70.28% [263750/375300] [210.8/300.0] [batch_t 0.272 (0.235)] [data_t 0.009] [optim_t 0.263] [lr 0.000632] [CE 3.471 (3.354)] [KD 0.000 (0.000)] +2024-10-12 09:44:47,303 - Train: 70.29% [263800/375300] [210.9/300.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000631] [CE 3.282 (3.343)] [KD 0.000 (0.000)] +2024-10-12 09:44:58,994 - Train: 70.30% [263850/375300] [210.9/300.0] [batch_t 0.199 (0.234)] [data_t 0.009] [optim_t 0.190] [lr 0.000631] [CE 3.610 (3.316)] [KD 0.000 (0.000)] +2024-10-12 09:45:10,742 - Train: 70.32% [263900/375300] [211.0/300.0] [batch_t 0.229 (0.235)] [data_t 0.009] [optim_t 0.220] [lr 0.000630] [CE 3.581 (3.388)] [KD 0.000 (0.000)] +2024-10-12 09:45:22,705 - Train: 70.33% [263950/375300] [211.0/300.0] [batch_t 0.222 (0.239)] [data_t 0.009] [optim_t 0.213] [lr 0.000630] [CE 3.275 (3.328)] [KD 0.000 (0.000)] +2024-10-12 09:45:36,609 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.234)] [top1_cnt 38445] [top5_cnt 46887] [top_all 50000] +2024-10-12 09:45:36,609 - net: 76.890 (93.774) +2024-10-12 09:45:48,904 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40030] [top5_cnt 47595] [top_all 50000] +2024-10-12 09:45:48,904 - net_E: 80.060 (95.190) +2024-10-12 09:45:49,047 - Max [top1: 77.226 (epoch: 208)] [top1-ema: 80.078 (epoch: 210)] +2024-10-12 09:45:49,048 - ==> Total time: 17:52:31 Eta: 7:32:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:46:00,978 - Train: 70.34% [264000/375300] [211.0/300.0] [batch_t 0.184 (0.272)] [data_t 0.009] [optim_t 0.175] [lr 0.000629] [CE 3.328 (3.305)] [KD 0.000 (0.000)] +2024-10-12 09:46:12,799 - Train: 70.36% [264050/375300] [211.1/300.0] [batch_t 0.184 (0.236)] [data_t 0.009] [optim_t 0.175] [lr 0.000629] [CE 3.582 (3.289)] [KD 0.000 (0.000)] +2024-10-12 09:46:24,260 - Train: 70.37% [264100/375300] [211.1/300.0] [batch_t 0.236 (0.229)] [data_t 0.009] [optim_t 0.228] [lr 0.000628] [CE 3.155 (3.343)] [KD 0.000 (0.000)] +2024-10-12 09:46:35,650 - Train: 70.38% [264150/375300] [211.2/300.0] [batch_t 0.186 (0.228)] [data_t 0.009] [optim_t 0.177] [lr 0.000628] [CE 3.521 (3.331)] [KD 0.000 (0.000)] +2024-10-12 09:46:47,106 - Train: 70.40% [264200/375300] [211.2/300.0] [batch_t 0.204 (0.229)] [data_t 0.009] [optim_t 0.195] [lr 0.000627] [CE 3.501 (3.341)] [KD 0.000 (0.000)] +2024-10-12 09:46:58,884 - Train: 70.41% [264250/375300] [211.2/300.0] [batch_t 0.249 (0.235)] [data_t 0.009] [optim_t 0.240] [lr 0.000627] [CE 3.093 (3.282)] [KD 0.000 (0.000)] +2024-10-12 09:47:10,477 - Train: 70.42% [264300/375300] [211.3/300.0] [batch_t 0.250 (0.232)] [data_t 0.009] [optim_t 0.241] [lr 0.000626] [CE 3.180 (3.353)] [KD 0.000 (0.000)] +2024-10-12 09:47:22,429 - Train: 70.44% [264350/375300] [211.3/300.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000626] [CE 2.933 (3.312)] [KD 0.000 (0.000)] +2024-10-12 09:47:33,917 - Train: 70.45% [264400/375300] [211.4/300.0] [batch_t 0.212 (0.230)] [data_t 0.009] [optim_t 0.203] [lr 0.000625] [CE 3.369 (3.322)] [KD 0.000 (0.000)] +2024-10-12 09:47:45,790 - Train: 70.46% [264450/375300] [211.4/300.0] [batch_t 0.239 (0.237)] [data_t 0.009] [optim_t 0.230] [lr 0.000625] [CE 3.536 (3.364)] [KD 0.000 (0.000)] +2024-10-12 09:47:57,454 - Train: 70.48% [264500/375300] [211.4/300.0] [batch_t 0.186 (0.233)] [data_t 0.009] [optim_t 0.176] [lr 0.000624] [CE 3.151 (3.301)] [KD 0.000 (0.000)] +2024-10-12 09:48:08,908 - Train: 70.49% [264550/375300] [211.5/300.0] [batch_t 0.234 (0.229)] [data_t 0.009] [optim_t 0.225] [lr 0.000624] [CE 3.201 (3.329)] [KD 0.000 (0.000)] +2024-10-12 09:48:21,011 - Train: 70.50% [264600/375300] [211.5/300.0] [batch_t 0.197 (0.242)] [data_t 0.009] [optim_t 0.188] [lr 0.000623] [CE 3.166 (3.307)] [KD 0.000 (0.000)] +2024-10-12 09:48:33,022 - Train: 70.52% [264650/375300] [211.6/300.0] [batch_t 0.218 (0.240)] [data_t 0.009] [optim_t 0.210] [lr 0.000623] [CE 3.472 (3.304)] [KD 0.000 (0.000)] +2024-10-12 09:48:45,179 - Train: 70.53% [264700/375300] [211.6/300.0] [batch_t 0.262 (0.243)] [data_t 0.009] [optim_t 0.253] [lr 0.000622] [CE 3.370 (3.365)] [KD 0.000 (0.000)] +2024-10-12 09:48:57,129 - Train: 70.54% [264750/375300] [211.6/300.0] [batch_t 0.246 (0.239)] [data_t 0.009] [optim_t 0.237] [lr 0.000622] [CE 3.331 (3.392)] [KD 0.000 (0.000)] +2024-10-12 09:49:09,579 - Train: 70.56% [264800/375300] [211.7/300.0] [batch_t 0.245 (0.249)] [data_t 0.009] [optim_t 0.236] [lr 0.000621] [CE 3.283 (3.334)] [KD 0.000 (0.000)] +2024-10-12 09:49:21,425 - Train: 70.57% [264850/375300] [211.7/300.0] [batch_t 0.221 (0.237)] [data_t 0.009] [optim_t 0.212] [lr 0.000621] [CE 3.329 (3.319)] [KD 0.000 (0.000)] +2024-10-12 09:49:33,239 - Train: 70.58% [264900/375300] [211.8/300.0] [batch_t 0.256 (0.236)] [data_t 0.009] [optim_t 0.247] [lr 0.000620] [CE 3.584 (3.328)] [KD 0.000 (0.000)] +2024-10-12 09:49:45,343 - Train: 70.60% [264950/375300] [211.8/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.000620] [CE 3.448 (3.353)] [KD 0.000 (0.000)] +2024-10-12 09:49:57,305 - Train: 70.61% [265000/375300] [211.8/300.0] [batch_t 0.257 (0.239)] [data_t 0.080] [optim_t 0.177] [lr 0.000619] [CE 3.403 (3.347)] [KD 0.000 (0.000)] +2024-10-12 09:50:09,463 - Train: 70.62% [265050/375300] [211.9/300.0] [batch_t 0.241 (0.243)] [data_t 0.068] [optim_t 0.173] [lr 0.000619] [CE 3.422 (3.345)] [KD 0.000 (0.000)] +2024-10-12 09:50:21,390 - Train: 70.64% [265100/375300] [211.9/300.0] [batch_t 0.247 (0.238)] [data_t 0.073] [optim_t 0.175] [lr 0.000618] [CE 3.550 (3.343)] [KD 0.000 (0.000)] +2024-10-12 09:50:33,453 - Train: 70.65% [265150/375300] [212.0/300.0] [batch_t 0.264 (0.241)] [data_t 0.090] [optim_t 0.173] [lr 0.000618] [CE 3.635 (3.317)] [KD 0.000 (0.000)] +2024-10-12 09:50:45,738 - Train: 70.66% [265200/375300] [212.0/300.0] [batch_t 0.182 (0.246)] [data_t 0.009] [optim_t 0.173] [lr 0.000617] [CE 3.010 (3.326)] [KD 0.000 (0.000)] +2024-10-12 09:51:00,008 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.233)] [top1_cnt 38533] [top5_cnt 46928] [top_all 50000] +2024-10-12 09:51:00,009 - net: 77.066 (93.856) +2024-10-12 09:51:12,071 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 40044] [top5_cnt 47609] [top_all 50000] +2024-10-12 09:51:12,071 - net_E: 80.088 (95.218) +2024-10-12 09:51:12,224 - Max [top1: 77.226 (epoch: 208)] [top1-ema: 80.088 (epoch: 212)] +2024-10-12 09:51:12,224 - ==> Total time: 17:57:54 Eta: 7:27:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:51:25,189 - Train: 70.68% [265250/375300] [212.0/300.0] [batch_t 0.185 (0.236)] [data_t 0.009] [optim_t 0.176] [lr 0.000617] [CE 3.665 (3.289)] [KD 0.000 (0.000)] +2024-10-12 09:51:36,317 - Train: 70.69% [265300/375300] [212.1/300.0] [batch_t 0.187 (0.222)] [data_t 0.009] [optim_t 0.178] [lr 0.000616] [CE 3.466 (3.286)] [KD 0.000 (0.000)] +2024-10-12 09:51:48,019 - Train: 70.70% [265350/375300] [212.1/300.0] [batch_t 0.253 (0.234)] [data_t 0.077] [optim_t 0.176] [lr 0.000616] [CE 3.370 (3.316)] [KD 0.000 (0.000)] +2024-10-12 09:51:59,600 - Train: 70.72% [265400/375300] [212.2/300.0] [batch_t 0.187 (0.232)] [data_t 0.009] [optim_t 0.178] [lr 0.000615] [CE 3.137 (3.317)] [KD 0.000 (0.000)] +2024-10-12 09:52:11,146 - Train: 70.73% [265450/375300] [212.2/300.0] [batch_t 0.185 (0.231)] [data_t 0.009] [optim_t 0.176] [lr 0.000615] [CE 3.544 (3.320)] [KD 0.000 (0.000)] +2024-10-12 09:52:22,668 - Train: 70.74% [265500/375300] [212.2/300.0] [batch_t 0.210 (0.230)] [data_t 0.034] [optim_t 0.175] [lr 0.000614] [CE 3.218 (3.272)] [KD 0.000 (0.000)] +2024-10-12 09:52:34,511 - Train: 70.76% [265550/375300] [212.3/300.0] [batch_t 0.191 (0.237)] [data_t 0.009] [optim_t 0.182] [lr 0.000614] [CE 2.996 (3.301)] [KD 0.000 (0.000)] +2024-10-12 09:52:45,963 - Train: 70.77% [265600/375300] [212.3/300.0] [batch_t 0.262 (0.229)] [data_t 0.089] [optim_t 0.173] [lr 0.000613] [CE 3.093 (3.307)] [KD 0.000 (0.000)] +2024-10-12 09:52:57,893 - Train: 70.78% [265650/375300] [212.4/300.0] [batch_t 0.255 (0.238)] [data_t 0.009] [optim_t 0.246] [lr 0.000613] [CE 3.430 (3.310)] [KD 0.000 (0.000)] +2024-10-12 09:53:09,939 - Train: 70.80% [265700/375300] [212.4/300.0] [batch_t 0.243 (0.241)] [data_t 0.009] [optim_t 0.234] [lr 0.000612] [CE 3.152 (3.338)] [KD 0.000 (0.000)] +2024-10-12 09:53:22,267 - Train: 70.81% [265750/375300] [212.4/300.0] [batch_t 0.213 (0.246)] [data_t 0.009] [optim_t 0.204] [lr 0.000612] [CE 3.115 (3.277)] [KD 0.000 (0.000)] +2024-10-12 09:53:34,352 - Train: 70.82% [265800/375300] [212.5/300.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.000611] [CE 3.338 (3.298)] [KD 0.000 (0.000)] +2024-10-12 09:53:46,379 - Train: 70.84% [265850/375300] [212.5/300.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000611] [CE 3.211 (3.329)] [KD 0.000 (0.000)] +2024-10-12 09:53:58,236 - Train: 70.85% [265900/375300] [212.5/300.0] [batch_t 0.233 (0.237)] [data_t 0.009] [optim_t 0.224] [lr 0.000610] [CE 3.366 (3.276)] [KD 0.000 (0.000)] +2024-10-12 09:54:09,744 - Train: 70.86% [265950/375300] [212.6/300.0] [batch_t 0.255 (0.230)] [data_t 0.009] [optim_t 0.246] [lr 0.000610] [CE 3.612 (3.326)] [KD 0.000 (0.000)] +2024-10-12 09:54:21,794 - Train: 70.88% [266000/375300] [212.6/300.0] [batch_t 0.197 (0.241)] [data_t 0.009] [optim_t 0.189] [lr 0.000609] [CE 2.832 (3.287)] [KD 0.000 (0.000)] +2024-10-12 09:54:33,964 - Train: 70.89% [266050/375300] [212.7/300.0] [batch_t 0.277 (0.243)] [data_t 0.009] [optim_t 0.268] [lr 0.000609] [CE 3.503 (3.321)] [KD 0.000 (0.000)] +2024-10-12 09:54:46,108 - Train: 70.90% [266100/375300] [212.7/300.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000608] [CE 3.073 (3.338)] [KD 0.000 (0.000)] +2024-10-12 09:54:58,144 - Train: 70.92% [266150/375300] [212.7/300.0] [batch_t 0.198 (0.241)] [data_t 0.009] [optim_t 0.189] [lr 0.000608] [CE 3.605 (3.321)] [KD 0.000 (0.000)] +2024-10-12 09:55:10,093 - Train: 70.93% [266200/375300] [212.8/300.0] [batch_t 0.265 (0.239)] [data_t 0.009] [optim_t 0.256] [lr 0.000607] [CE 3.525 (3.307)] [KD 0.000 (0.000)] +2024-10-12 09:55:22,177 - Train: 70.94% [266250/375300] [212.8/300.0] [batch_t 0.213 (0.242)] [data_t 0.009] [optim_t 0.204] [lr 0.000607] [CE 3.399 (3.296)] [KD 0.000 (0.000)] +2024-10-12 09:55:33,930 - Train: 70.96% [266300/375300] [212.9/300.0] [batch_t 0.190 (0.235)] [data_t 0.009] [optim_t 0.181] [lr 0.000606] [CE 3.046 (3.320)] [KD 0.000 (0.000)] +2024-10-12 09:55:46,052 - Train: 70.97% [266350/375300] [212.9/300.0] [batch_t 0.213 (0.242)] [data_t 0.009] [optim_t 0.204] [lr 0.000606] [CE 3.145 (3.315)] [KD 0.000 (0.000)] +2024-10-12 09:55:58,254 - Train: 70.98% [266400/375300] [212.9/300.0] [batch_t 0.277 (0.244)] [data_t 0.009] [optim_t 0.268] [lr 0.000605] [CE 3.012 (3.358)] [KD 0.000 (0.000)] +2024-10-12 09:56:10,565 - Train: 71.00% [266450/375300] [213.0/300.0] [batch_t 0.187 (0.246)] [data_t 0.009] [optim_t 0.179] [lr 0.000605] [CE 3.486 (3.328)] [KD 0.000 (0.000)] +2024-10-12 09:56:25,094 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 38659] [top5_cnt 46933] [top_all 50000] +2024-10-12 09:56:25,094 - net: 77.318 (93.866) +2024-10-12 09:56:37,243 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 40042] [top5_cnt 47595] [top_all 50000] +2024-10-12 09:56:37,244 - net_E: 80.084 (95.190) +2024-10-12 09:56:37,366 - Max [top1: 77.318 (epoch: 213)] [top1-ema: 80.088 (epoch: 212)] +2024-10-12 09:56:37,367 - ==> Total time: 18:03:20 Eta: 7:22:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 09:56:50,070 - Train: 71.01% [266500/375300] [213.0/300.0] [batch_t 0.188 (0.233)] [data_t 0.009] [optim_t 0.179] [lr 0.000604] [CE 3.155 (3.328)] [KD 0.000 (0.000)] +2024-10-12 09:57:01,343 - Train: 71.02% [266550/375300] [213.1/300.0] [batch_t 0.254 (0.225)] [data_t 0.009] [optim_t 0.246] [lr 0.000604] [CE 3.474 (3.319)] [KD 0.000 (0.000)] +2024-10-12 09:57:13,093 - Train: 71.04% [266600/375300] [213.1/300.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.000603] [CE 3.100 (3.286)] [KD 0.000 (0.000)] +2024-10-12 09:57:24,774 - Train: 71.05% [266650/375300] [213.1/300.0] [batch_t 0.181 (0.234)] [data_t 0.009] [optim_t 0.172] [lr 0.000603] [CE 3.094 (3.339)] [KD 0.000 (0.000)] +2024-10-12 09:57:35,837 - Train: 71.06% [266700/375300] [213.2/300.0] [batch_t 0.268 (0.221)] [data_t 0.009] [optim_t 0.259] [lr 0.000603] [CE 2.986 (3.296)] [KD 0.000 (0.000)] +2024-10-12 09:57:47,263 - Train: 71.08% [266750/375300] [213.2/300.0] [batch_t 0.225 (0.228)] [data_t 0.009] [optim_t 0.216] [lr 0.000602] [CE 3.366 (3.289)] [KD 0.000 (0.000)] +2024-10-12 09:57:59,158 - Train: 71.09% [266800/375300] [213.3/300.0] [batch_t 0.249 (0.238)] [data_t 0.009] [optim_t 0.240] [lr 0.000602] [CE 3.070 (3.359)] [KD 0.000 (0.000)] +2024-10-12 09:58:11,102 - Train: 71.10% [266850/375300] [213.3/300.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000601] [CE 3.377 (3.293)] [KD 0.000 (0.000)] +2024-10-12 09:58:22,902 - Train: 71.12% [266900/375300] [213.3/300.0] [batch_t 0.270 (0.236)] [data_t 0.009] [optim_t 0.261] [lr 0.000601] [CE 3.266 (3.283)] [KD 0.000 (0.000)] +2024-10-12 09:58:34,702 - Train: 71.13% [266950/375300] [213.4/300.0] [batch_t 0.220 (0.236)] [data_t 0.009] [optim_t 0.211] [lr 0.000600] [CE 3.746 (3.353)] [KD 0.000 (0.000)] +2024-10-12 09:58:46,452 - Train: 71.14% [267000/375300] [213.4/300.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.232] [lr 0.000600] [CE 3.344 (3.294)] [KD 0.000 (0.000)] +2024-10-12 09:58:58,063 - Train: 71.16% [267050/375300] [213.5/300.0] [batch_t 0.253 (0.232)] [data_t 0.009] [optim_t 0.244] [lr 0.000599] [CE 3.273 (3.323)] [KD 0.000 (0.000)] +2024-10-12 09:59:09,378 - Train: 71.17% [267100/375300] [213.5/300.0] [batch_t 0.244 (0.226)] [data_t 0.009] [optim_t 0.235] [lr 0.000599] [CE 3.400 (3.289)] [KD 0.000 (0.000)] +2024-10-12 09:59:20,787 - Train: 71.18% [267150/375300] [213.5/300.0] [batch_t 0.220 (0.228)] [data_t 0.009] [optim_t 0.211] [lr 0.000598] [CE 3.467 (3.306)] [KD 0.000 (0.000)] +2024-10-12 09:59:32,554 - Train: 71.20% [267200/375300] [213.6/300.0] [batch_t 0.256 (0.235)] [data_t 0.009] [optim_t 0.247] [lr 0.000598] [CE 3.311 (3.283)] [KD 0.000 (0.000)] +2024-10-12 09:59:44,096 - Train: 71.21% [267250/375300] [213.6/300.0] [batch_t 0.311 (0.231)] [data_t 0.009] [optim_t 0.302] [lr 0.000597] [CE 3.226 (3.354)] [KD 0.000 (0.000)] +2024-10-12 09:59:56,104 - Train: 71.22% [267300/375300] [213.7/300.0] [batch_t 0.237 (0.240)] [data_t 0.009] [optim_t 0.228] [lr 0.000597] [CE 3.337 (3.287)] [KD 0.000 (0.000)] +2024-10-12 10:00:07,769 - Train: 71.24% [267350/375300] [213.7/300.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000596] [CE 3.206 (3.343)] [KD 0.000 (0.000)] +2024-10-12 10:00:19,417 - Train: 71.25% [267400/375300] [213.7/300.0] [batch_t 0.247 (0.233)] [data_t 0.009] [optim_t 0.238] [lr 0.000596] [CE 3.222 (3.303)] [KD 0.000 (0.000)] +2024-10-12 10:00:31,366 - Train: 71.26% [267450/375300] [213.8/300.0] [batch_t 0.273 (0.239)] [data_t 0.009] [optim_t 0.264] [lr 0.000595] [CE 3.688 (3.326)] [KD 0.000 (0.000)] +2024-10-12 10:00:43,065 - Train: 71.28% [267500/375300] [213.8/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.000595] [CE 3.175 (3.324)] [KD 0.000 (0.000)] +2024-10-12 10:00:54,885 - Train: 71.29% [267550/375300] [213.9/300.0] [batch_t 0.244 (0.236)] [data_t 0.009] [optim_t 0.235] [lr 0.000594] [CE 3.331 (3.323)] [KD 0.000 (0.000)] +2024-10-12 10:01:06,246 - Train: 71.30% [267600/375300] [213.9/300.0] [batch_t 0.469 (0.227)] [data_t 0.011] [optim_t 0.458] [lr 0.000594] [CE 2.871 (3.330)] [KD 0.000 (0.000)] +2024-10-12 10:01:17,438 - Train: 71.32% [267650/375300] [213.9/300.0] [batch_t 0.508 (0.224)] [data_t 0.009] [optim_t 0.499] [lr 0.000593] [CE 3.378 (3.325)] [KD 0.000 (0.000)] +2024-10-12 10:01:28,664 - Train: 71.33% [267700/375300] [214.0/300.0] [batch_t 0.258 (0.224)] [data_t 0.009] [optim_t 0.249] [lr 0.000593] [CE 3.419 (3.299)] [KD 0.000 (0.000)] +2024-10-12 10:01:43,350 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 38759] [top5_cnt 47031] [top_all 50000] +2024-10-12 10:01:43,351 - net: 77.518 (94.062) +2024-10-12 10:01:55,343 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.232)] [top1_cnt 40075] [top5_cnt 47608] [top_all 50000] +2024-10-12 10:01:55,343 - net_E: 80.150 (95.216) +2024-10-12 10:01:55,466 - Max [top1: 77.518 (epoch: 214)] [top1-ema: 80.150 (epoch: 214)] +2024-10-12 10:01:55,466 - ==> Total time: 18:08:38 Eta: 7:17:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 10:02:09,241 - Train: 71.34% [267750/375300] [214.0/300.0] [batch_t 0.184 (0.247)] [data_t 0.009] [optim_t 0.175] [lr 0.000592] [CE 3.350 (3.328)] [KD 0.000 (0.000)] +2024-10-12 10:02:20,984 - Train: 71.36% [267800/375300] [214.1/300.0] [batch_t 0.187 (0.235)] [data_t 0.009] [optim_t 0.178] [lr 0.000592] [CE 3.323 (3.273)] [KD 0.000 (0.000)] +2024-10-12 10:02:32,630 - Train: 71.37% [267850/375300] [214.1/300.0] [batch_t 0.203 (0.233)] [data_t 0.026] [optim_t 0.177] [lr 0.000591] [CE 3.595 (3.324)] [KD 0.000 (0.000)] +2024-10-12 10:02:43,717 - Train: 71.38% [267900/375300] [214.1/300.0] [batch_t 0.242 (0.222)] [data_t 0.068] [optim_t 0.175] [lr 0.000591] [CE 3.278 (3.245)] [KD 0.000 (0.000)] +2024-10-12 10:02:54,959 - Train: 71.40% [267950/375300] [214.2/300.0] [batch_t 0.243 (0.225)] [data_t 0.067] [optim_t 0.176] [lr 0.000590] [CE 2.925 (3.314)] [KD 0.000 (0.000)] +2024-10-12 10:03:06,013 - Train: 71.41% [268000/375300] [214.2/300.0] [batch_t 0.199 (0.221)] [data_t 0.023] [optim_t 0.175] [lr 0.000590] [CE 3.425 (3.254)] [KD 0.000 (0.000)] +2024-10-12 10:03:17,677 - Train: 71.42% [268050/375300] [214.3/300.0] [batch_t 0.241 (0.233)] [data_t 0.009] [optim_t 0.232] [lr 0.000589] [CE 3.255 (3.278)] [KD 0.000 (0.000)] +2024-10-12 10:03:28,933 - Train: 71.44% [268100/375300] [214.3/300.0] [batch_t 0.267 (0.225)] [data_t 0.009] [optim_t 0.258] [lr 0.000589] [CE 3.240 (3.299)] [KD 0.000 (0.000)] +2024-10-12 10:03:40,536 - Train: 71.45% [268150/375300] [214.3/300.0] [batch_t 0.191 (0.232)] [data_t 0.009] [optim_t 0.182] [lr 0.000588] [CE 3.255 (3.317)] [KD 0.000 (0.000)] +2024-10-12 10:03:52,281 - Train: 71.46% [268200/375300] [214.4/300.0] [batch_t 0.234 (0.235)] [data_t 0.009] [optim_t 0.225] [lr 0.000588] [CE 3.295 (3.315)] [KD 0.000 (0.000)] +2024-10-12 10:04:03,801 - Train: 71.48% [268250/375300] [214.4/300.0] [batch_t 0.235 (0.230)] [data_t 0.009] [optim_t 0.226] [lr 0.000587] [CE 3.335 (3.289)] [KD 0.000 (0.000)] +2024-10-12 10:04:15,382 - Train: 71.49% [268300/375300] [214.5/300.0] [batch_t 0.246 (0.232)] [data_t 0.009] [optim_t 0.237] [lr 0.000587] [CE 2.952 (3.319)] [KD 0.000 (0.000)] +2024-10-12 10:04:27,099 - Train: 71.50% [268350/375300] [214.5/300.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.000586] [CE 3.306 (3.310)] [KD 0.000 (0.000)] +2024-10-12 10:04:38,677 - Train: 71.52% [268400/375300] [214.5/300.0] [batch_t 0.222 (0.231)] [data_t 0.009] [optim_t 0.213] [lr 0.000586] [CE 3.395 (3.353)] [KD 0.000 (0.000)] +2024-10-12 10:04:50,272 - Train: 71.53% [268450/375300] [214.6/300.0] [batch_t 0.324 (0.232)] [data_t 0.009] [optim_t 0.315] [lr 0.000585] [CE 3.160 (3.310)] [KD 0.000 (0.000)] +2024-10-12 10:05:02,067 - Train: 71.54% [268500/375300] [214.6/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000585] [CE 3.274 (3.303)] [KD 0.000 (0.000)] +2024-10-12 10:05:13,976 - Train: 71.56% [268550/375300] [214.7/300.0] [batch_t 0.185 (0.238)] [data_t 0.009] [optim_t 0.176] [lr 0.000584] [CE 3.453 (3.287)] [KD 0.000 (0.000)] +2024-10-12 10:05:25,536 - Train: 71.57% [268600/375300] [214.7/300.0] [batch_t 0.222 (0.231)] [data_t 0.009] [optim_t 0.214] [lr 0.000584] [CE 3.055 (3.302)] [KD 0.000 (0.000)] +2024-10-12 10:05:37,681 - Train: 71.58% [268650/375300] [214.7/300.0] [batch_t 0.190 (0.243)] [data_t 0.009] [optim_t 0.181] [lr 0.000584] [CE 3.472 (3.349)] [KD 0.000 (0.000)] +2024-10-12 10:05:49,375 - Train: 71.60% [268700/375300] [214.8/300.0] [batch_t 0.274 (0.234)] [data_t 0.009] [optim_t 0.266] [lr 0.000583] [CE 3.340 (3.309)] [KD 0.000 (0.000)] +2024-10-12 10:06:01,517 - Train: 71.61% [268750/375300] [214.8/300.0] [batch_t 0.260 (0.243)] [data_t 0.009] [optim_t 0.251] [lr 0.000583] [CE 3.272 (3.275)] [KD 0.000 (0.000)] +2024-10-12 10:06:13,524 - Train: 71.62% [268800/375300] [214.9/300.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.245] [lr 0.000582] [CE 3.292 (3.299)] [KD 0.000 (0.000)] +2024-10-12 10:06:25,500 - Train: 71.64% [268850/375300] [214.9/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.246] [lr 0.000582] [CE 2.953 (3.335)] [KD 0.000 (0.000)] +2024-10-12 10:06:37,520 - Train: 71.65% [268900/375300] [214.9/300.0] [batch_t 0.191 (0.240)] [data_t 0.009] [optim_t 0.182] [lr 0.000581] [CE 3.003 (3.300)] [KD 0.000 (0.000)] +2024-10-12 10:06:49,761 - Train: 71.66% [268950/375300] [215.0/300.0] [batch_t 0.229 (0.245)] [data_t 0.018] [optim_t 0.211] [lr 0.000581] [CE 3.186 (3.319)] [KD 0.000 (0.000)] +2024-10-12 10:07:04,693 - Test (net): 100.00% [50/50] [batch_t 0.079 (0.237)] [top1_cnt 38662] [top5_cnt 46934] [top_all 50000] +2024-10-12 10:07:04,693 - net: 77.324 (93.868) +2024-10-12 10:07:16,553 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.230)] [top1_cnt 40057] [top5_cnt 47605] [top_all 50000] +2024-10-12 10:07:16,553 - net_E: 80.114 (95.210) +2024-10-12 10:07:16,688 - Max [top1: 77.518 (epoch: 214)] [top1-ema: 80.150 (epoch: 214)] +2024-10-12 10:07:16,689 - ==> Total time: 18:13:59 Eta: 7:12:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-12 10:07:27,706 - Train: 71.68% [269000/375300] [215.0/300.0] [batch_t 0.187 (0.273)] [data_t 0.009] [optim_t 0.178] [lr 0.000580] [CE 3.348 (3.276)] [KD 0.000 (0.000)] +2024-10-12 10:07:40,555 - Train: 71.69% [269050/375300] [215.1/300.0] [batch_t 0.293 (0.257)] [data_t 0.009] [optim_t 0.284] [lr 0.000580] [CE 3.612 (3.278)] [KD 0.000 (0.000)] +2024-10-12 10:07:52,300 - Train: 71.70% [269100/375300] [215.1/300.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.000579] [CE 3.373 (3.273)] [KD 0.000 (0.000)] +2024-10-12 10:08:03,873 - Train: 71.72% [269150/375300] [215.1/300.0] [batch_t 0.209 (0.231)] [data_t 0.009] [optim_t 0.200] [lr 0.000579] [CE 2.987 (3.263)] [KD 0.000 (0.000)] +2024-10-12 10:08:15,707 - Train: 71.73% [269200/375300] [215.2/300.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.000578] [CE 2.983 (3.240)] [KD 0.000 (0.000)] +2024-10-12 10:08:27,629 - Train: 71.74% [269250/375300] [215.2/300.0] [batch_t 0.218 (0.238)] [data_t 0.009] [optim_t 0.209] [lr 0.000578] [CE 3.123 (3.296)] [KD 0.000 (0.000)] +2024-10-12 10:08:39,630 - Train: 71.76% [269300/375300] [215.3/300.0] [batch_t 0.213 (0.240)] [data_t 0.009] [optim_t 0.204] [lr 0.000577] [CE 3.582 (3.312)] [KD 0.000 (0.000)] +2024-10-12 10:08:51,556 - Train: 71.77% [269350/375300] [215.3/300.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000577] [CE 3.374 (3.304)] [KD 0.000 (0.000)] +2024-10-12 10:09:03,486 - Train: 71.78% [269400/375300] [215.3/300.0] [batch_t 0.251 (0.238)] [data_t 0.009] [optim_t 0.242] [lr 0.000576] [CE 3.194 (3.254)] [KD 0.000 (0.000)] +2024-10-12 10:09:15,371 - Train: 71.80% [269450/375300] [215.4/300.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.000576] [CE 3.481 (3.312)] [KD 0.000 (0.000)] +2024-10-12 10:09:27,373 - Train: 71.81% [269500/375300] [215.4/300.0] [batch_t 0.223 (0.240)] [data_t 0.009] [optim_t 0.214] [lr 0.000575] [CE 3.119 (3.273)] [KD 0.000 (0.000)] +2024-10-12 10:09:39,186 - Train: 71.82% [269550/375300] [215.5/300.0] [batch_t 0.203 (0.236)] [data_t 0.009] [optim_t 0.194] [lr 0.000575] [CE 3.590 (3.300)] [KD 0.000 (0.000)] +2024-10-12 10:09:51,052 - Train: 71.84% [269600/375300] [215.5/300.0] [batch_t 0.225 (0.237)] [data_t 0.009] [optim_t 0.216] [lr 0.000574] [CE 3.366 (3.340)] [KD 0.000 (0.000)] +2024-10-12 10:10:02,798 - Train: 71.85% [269650/375300] [215.5/300.0] [batch_t 0.277 (0.235)] [data_t 0.009] [optim_t 0.268] [lr 0.000574] [CE 3.362 (3.306)] [KD 0.000 (0.000)] +2024-10-12 10:10:14,844 - Train: 71.86% [269700/375300] [215.6/300.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.000573] [CE 3.491 (3.302)] [KD 0.000 (0.000)] +2024-10-12 10:10:26,718 - Train: 71.88% [269750/375300] [215.6/300.0] [batch_t 0.214 (0.237)] [data_t 0.009] [optim_t 0.205] [lr 0.000573] [CE 3.265 (3.316)] [KD 0.000 (0.000)] +2024-10-12 10:10:38,682 - Train: 71.89% [269800/375300] [215.7/300.0] [batch_t 0.232 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000572] [CE 3.448 (3.309)] [KD 0.000 (0.000)] +2024-10-13 13:46:14,953 - ==> Logging on master GPU: 0 +2024-10-13 13:46:14,955 - ==> Running Trainer: CLSTrainer +2024-10-13 13:46:14,955 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training +2024-10-13 13:46:14,955 - ==> Building model +2024-10-13 13:46:15,399 - ==> Load checkpoint: runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/latest_ckpt.pth +2024-10-13 13:46:15,400 - ==> Creating optimizer +2024-10-13 13:46:15,405 - ==> Native DDP +2024-10-13 13:46:15,472 - ==> Loading dataset: ImageFolderLMDB +2024-10-13 13:46:15,822 - ==> ********** cfg ********** +seed : 42 +size : 384 +epoch_full : 300 +warmup_epochs : 20 +test_start_epoch : 200 +batch_size : 1024 +lr : 0.0015 +weight_decay : 0.05 +nb_classes : 1000 +ft : False +data.type : ImageFolderLMDB +data.root : /dev/shm/tmp/imagenet +data.loader_type : pil +data.sampler : naive +data.nb_classes : 1000 +data.train_transforms : [{'type': 'timm_create_transform', 'input_size': 384, 'is_training': True, 'color_jitter': 0.4, 'auto_augment': 'rand-m9-mstd0.5-inc1', 'interpolation': 'random', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 're_prob': 0.25, 're_mode': 'pixel', 're_count': 1}] +data.test_transforms : [{'type': 'Resize', 'size': 438, 'interpolation': }, {'type': 'CenterCrop', 'size': 384}, {'type': 'ToTensor'}, {'type': 'Normalize', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'inplace': True}] +data.train_size : 1251 +data.test_size : 50 +data.train_length : 1281167 +data.test_length : 50000 +model.name : MobileMamba_B2 +model.model_kwargs : {'pretrained': False, 'checkpoint_path': 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/latest_ckpt.pth', 'ema': False, 'strict': True, 'num_classes': 1000} +optim.lr : 0.003 +optim.optim_kwargs : {'name': 'adamw', 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.05, 'amsgrad': False} +trainer.name : CLSTrainer +trainer.checkpoint : runs/mobilemamba +trainer.resume_dir : CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318 +trainer.cuda_deterministic : False +trainer.epoch_full : 300 +trainer.scheduler_kwargs : {'name': 'cosine', 'lr_noise': None, 'noise_pct': 0.67, 'noise_std': 1.0, 'noise_seed': 42, 'lr_min': 3e-05, 'warmup_lr': 3e-06, 'warmup_iters': -1, 'cooldown_iters': 0, 'warmup_epochs': 20, 'cooldown_epochs': 0, 'use_iters': True, 'patience_iters': 0, 'patience_epochs': 0, 'decay_iters': 0, 'decay_epochs': 0, 'cycle_decay': 0.1} +trainer.data.batch_size : 1024 +trainer.data.batch_size_per_gpu : 128 +trainer.data.batch_size_test : 1000 +trainer.data.batch_size_per_gpu_test : 125 +trainer.data.num_workers_per_gpu : 8 +trainer.data.drop_last : True +trainer.data.pin_memory : True +trainer.data.persistent_workers : False +trainer.data.num_workers : 64 +trainer.mixup_kwargs : {'mixup_alpha': 0.8, 'cutmix_alpha': 1.0, 'cutmix_minmax': None, 'prob': 1.0, 'switch_prob': 0.5, 'mode': 'batch', 'correct_lam': True, 'label_smoothing': 0.1, 'num_classes': 1000} +trainer.scale_kwargs : {'n_scale': 0, 'base_h': 384, 'base_w': 384, 'min_h': 160, 'max_h': 320, 'min_w': 160, 'max_w': 320, 'check_scale_div_factor': 32} +trainer.test_start_epoch : 200 +trainer.test_per_epoch : 5 +trainer.save_per_epoch : 15 +trainer.find_unused_parameters : False +trainer.sync_BN : none +trainer.dist_BN : +trainer.scaler : native +trainer.ema : 0.9998 +trainer.iter : 268965 +trainer.epoch : 215 +trainer.topk_recorder : {'net_top1': [0, 0, 0, 0, 39.836, 0, 0, 0, 0, 54.488, 0, 0, 0, 0, 59.258, 0, 0, 0, 0, 60.754, 0, 0, 0, 0, 62.684, 0, 0, 0, 0, 64.344, 0, 0, 0, 0, 65.91, 0, 0, 0, 0, 65.488, 0, 0, 0, 0, 66.742, 0, 0, 0, 0, 67.234, 0, 0, 0, 0, 67.98, 0, 0, 0, 0, 68.256, 0, 0, 0, 0, 68.362, 0, 0, 0, 0, 68.43, 0, 0, 0, 0, 69.24, 0, 0, 0, 0, 68.48, 0, 0, 0, 0, 69.812, 0, 0, 0, 0, 69.77, 0, 0, 0, 0, 69.992, 0, 0, 0, 0, 69.592, 0, 0, 0, 0, 69.9, 0, 0, 0, 0, 70.39, 0, 0, 0, 0, 71.406, 0, 0, 0, 0, 70.776, 0, 0, 0, 0, 71.62, 0, 0, 0, 0, 72.242, 0, 0, 0, 0, 71.778, 0, 0, 0, 0, 72.536, 0, 0, 0, 0, 73.094, 0, 0, 0, 0, 72.858, 0, 0, 0, 0, 73.428, 0, 0, 0, 0, 73.206, 0, 0, 0, 0, 73.452, 0, 0, 0, 0, 74.312, 0, 0, 0, 0, 74.006, 0, 0, 0, 0, 75.39, 0, 0, 0, 0, 74.854, 0, 0, 0, 0, 76.014, 0, 0, 0, 0, 75.954, 0, 0, 0, 0, 76.436, 76.462, 76.422, 76.622, 76.752, 76.89, 76.764, 76.958, 77.226, 76.898, 76.906, 76.89, 77.066, 77.318, 77.518, 77.324], 'net_top5': [0, 0, 0, 0, 65.678, 0, 0, 0, 0, 79.372, 0, 0, 0, 0, 82.86, 0, 0, 0, 0, 84.276, 0, 0, 0, 0, 85.54, 0, 0, 0, 0, 86.798, 0, 0, 0, 0, 87.36, 0, 0, 0, 0, 87.246, 0, 0, 0, 0, 88.15, 0, 0, 0, 0, 88.484, 0, 0, 0, 0, 88.974, 0, 0, 0, 0, 89.16, 0, 0, 0, 0, 89.126, 0, 0, 0, 0, 89.412, 0, 0, 0, 0, 89.962, 0, 0, 0, 0, 89.082, 0, 0, 0, 0, 90.188, 0, 0, 0, 0, 90.196, 0, 0, 0, 0, 90.206, 0, 0, 0, 0, 89.81, 0, 0, 0, 0, 90.022, 0, 0, 0, 0, 90.214, 0, 0, 0, 0, 90.988, 0, 0, 0, 0, 90.594, 0, 0, 0, 0, 90.988, 0, 0, 0, 0, 91.294, 0, 0, 0, 0, 91.132, 0, 0, 0, 0, 91.578, 0, 0, 0, 0, 91.796, 0, 0, 0, 0, 91.544, 0, 0, 0, 0, 92.018, 0, 0, 0, 0, 91.786, 0, 0, 0, 0, 91.878, 0, 0, 0, 0, 92.456, 0, 0, 0, 0, 92.32, 0, 0, 0, 0, 92.996, 0, 0, 0, 0, 92.762, 0, 0, 0, 0, 93.186, 0, 0, 0, 0, 93.34, 0, 0, 0, 0, 93.602, 93.46, 93.568, 93.648, 93.646, 93.666, 93.638, 93.814, 93.82, 93.75, 93.694, 93.774, 93.856, 93.866, 94.062, 93.868], 'net_E_top1': [0, 0, 0, 0, 0.128, 0, 0, 0, 0, 2.768, 0, 0, 0, 0, 37.572, 0, 0, 0, 0, 58.294, 0, 0, 0, 0, 66.212, 0, 0, 0, 0, 69.834, 0, 0, 0, 0, 71.29, 0, 0, 0, 0, 72.246, 0, 0, 0, 0, 72.974, 0, 0, 0, 0, 73.602, 0, 0, 0, 0, 73.88, 0, 0, 0, 0, 74.226, 0, 0, 0, 0, 74.532, 0, 0, 0, 0, 74.634, 0, 0, 0, 0, 74.972, 0, 0, 0, 0, 75.284, 0, 0, 0, 0, 75.422, 0, 0, 0, 0, 75.602, 0, 0, 0, 0, 75.924, 0, 0, 0, 0, 76.068, 0, 0, 0, 0, 76.358, 0, 0, 0, 0, 76.544, 0, 0, 0, 0, 76.754, 0, 0, 0, 0, 76.97, 0, 0, 0, 0, 76.94, 0, 0, 0, 0, 77.124, 0, 0, 0, 0, 77.284, 0, 0, 0, 0, 77.54, 0, 0, 0, 0, 77.734, 0, 0, 0, 0, 77.882, 0, 0, 0, 0, 78.052, 0, 0, 0, 0, 78.348, 0, 0, 0, 0, 78.52, 0, 0, 0, 0, 78.622, 0, 0, 0, 0, 78.774, 0, 0, 0, 0, 78.972, 0, 0, 0, 0, 79.06, 0, 0, 0, 0, 79.33, 0, 0, 0, 0, 79.528, 0, 0, 0, 0, 79.69, 79.678, 79.772, 79.8, 79.792, 79.836, 79.866, 79.894, 79.89, 79.968, 80.078, 80.06, 80.088, 80.084, 80.15, 80.114], 'net_E_top5': [0, 0, 0, 0, 0.574, 0, 0, 0, 0, 8.282, 0, 0, 0, 0, 63.748, 0, 0, 0, 0, 82.008, 0, 0, 0, 0, 87.376, 0, 0, 0, 0, 89.654, 0, 0, 0, 0, 90.674, 0, 0, 0, 0, 91.228, 0, 0, 0, 0, 91.662, 0, 0, 0, 0, 91.882, 0, 0, 0, 0, 92.112, 0, 0, 0, 0, 92.372, 0, 0, 0, 0, 92.536, 0, 0, 0, 0, 92.696, 0, 0, 0, 0, 92.728, 0, 0, 0, 0, 92.788, 0, 0, 0, 0, 92.926, 0, 0, 0, 0, 92.988, 0, 0, 0, 0, 93.046, 0, 0, 0, 0, 93.218, 0, 0, 0, 0, 93.254, 0, 0, 0, 0, 93.318, 0, 0, 0, 0, 93.488, 0, 0, 0, 0, 93.562, 0, 0, 0, 0, 93.694, 0, 0, 0, 0, 93.812, 0, 0, 0, 0, 93.87, 0, 0, 0, 0, 93.926, 0, 0, 0, 0, 94.05, 0, 0, 0, 0, 94.104, 0, 0, 0, 0, 94.222, 0, 0, 0, 0, 94.36, 0, 0, 0, 0, 94.434, 0, 0, 0, 0, 94.476, 0, 0, 0, 0, 94.604, 0, 0, 0, 0, 94.626, 0, 0, 0, 0, 94.774, 0, 0, 0, 0, 94.774, 0, 0, 0, 0, 94.924, 0, 0, 0, 0, 95.018, 95.078, 95.116, 95.138, 95.146, 95.114, 95.102, 95.106, 95.118, 95.138, 95.164, 95.19, 95.218, 95.19, 95.216, 95.21]} +trainer.iter_full : 375300 +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}] +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_b2 +mode : train +sleep : -1 +memory : -1 +dist_url : env:// +logger_rank : 0 +opts : ['model.name=MobileMamba_B2', 'trainer.resume_dir=CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318'] +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_b2 -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_B2 trainer.resume_dir=CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318 +task_start_time : 1794139.703434205 +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_B2_ImageFolderLMDB_20241011-155318 +logger.filters : [] +logger.name : root +logger.level : 20 +logger.parent : None +logger.propagate : True +logger.disabled : False +logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/show_train +logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/show_test +2024-10-13 13:46:15,825 - ==> Starting training with 1 nodes x 8 GPUs +2024-10-13 13:46:34,378 - Train: 71.68% [269000/375300] [215.0/300.0] [batch_t 0.199 (0.524)] [data_t 0.009] [optim_t 0.190] [lr 0.000580] [CE 3.136 (3.246)] [KD 0.000 (0.000)] +2024-10-13 13:46:45,511 - Train: 71.69% [269050/375300] [215.1/300.0] [batch_t 0.196 (0.222)] [data_t 0.009] [optim_t 0.186] [lr 0.000580] [CE 3.284 (3.278)] [KD 0.000 (0.000)] +2024-10-13 13:46:57,200 - Train: 71.70% [269100/375300] [215.1/300.0] [batch_t 0.216 (0.234)] [data_t 0.009] [optim_t 0.207] [lr 0.000579] [CE 3.361 (3.231)] [KD 0.000 (0.000)] +2024-10-13 13:47:08,570 - Train: 71.72% [269150/375300] [215.1/300.0] [batch_t 0.215 (0.227)] [data_t 0.009] [optim_t 0.206] [lr 0.000579] [CE 3.327 (3.267)] [KD 0.000 (0.000)] +2024-10-13 13:47:20,425 - Train: 71.73% [269200/375300] [215.2/300.0] [batch_t 0.304 (0.237)] [data_t 0.009] [optim_t 0.295] [lr 0.000578] [CE 3.178 (3.289)] [KD 0.000 (0.000)] +2024-10-13 13:47:31,929 - Train: 71.74% [269250/375300] [215.2/300.0] [batch_t 0.237 (0.230)] [data_t 0.009] [optim_t 0.227] [lr 0.000578] [CE 3.452 (3.284)] [KD 0.000 (0.000)] +2024-10-13 13:47:44,165 - Train: 71.76% [269300/375300] [215.3/300.0] [batch_t 0.273 (0.245)] [data_t 0.009] [optim_t 0.264] [lr 0.000577] [CE 3.372 (3.289)] [KD 0.000 (0.000)] +2024-10-13 13:47:56,507 - Train: 71.77% [269350/375300] [215.3/300.0] [batch_t 0.327 (0.247)] [data_t 0.009] [optim_t 0.318] [lr 0.000577] [CE 3.069 (3.307)] [KD 0.000 (0.000)] +2024-10-13 13:48:08,678 - Train: 71.78% [269400/375300] [215.3/300.0] [batch_t 0.310 (0.243)] [data_t 0.009] [optim_t 0.301] [lr 0.000576] [CE 3.625 (3.292)] [KD 0.000 (0.000)] +2024-10-13 13:48:20,759 - Train: 71.80% [269450/375300] [215.4/300.0] [batch_t 0.261 (0.242)] [data_t 0.009] [optim_t 0.252] [lr 0.000576] [CE 3.601 (3.315)] [KD 0.000 (0.000)] +2024-10-13 13:48:32,814 - Train: 71.81% [269500/375300] [215.4/300.0] [batch_t 0.258 (0.241)] [data_t 0.009] [optim_t 0.249] [lr 0.000575] [CE 3.129 (3.282)] [KD 0.000 (0.000)] +2024-10-13 13:48:44,996 - Train: 71.82% [269550/375300] [215.5/300.0] [batch_t 0.191 (0.244)] [data_t 0.009] [optim_t 0.182] [lr 0.000575] [CE 3.297 (3.280)] [KD 0.000 (0.000)] +2024-10-13 13:48:57,240 - Train: 71.84% [269600/375300] [215.5/300.0] [batch_t 0.189 (0.245)] [data_t 0.009] [optim_t 0.180] [lr 0.000574] [CE 3.516 (3.311)] [KD 0.000 (0.000)] +2024-10-13 13:49:08,836 - Train: 71.85% [269650/375300] [215.5/300.0] [batch_t 0.242 (0.232)] [data_t 0.009] [optim_t 0.233] [lr 0.000574] [CE 3.143 (3.308)] [KD 0.000 (0.000)] +2024-10-13 13:49:21,041 - Train: 71.86% [269700/375300] [215.6/300.0] [batch_t 0.407 (0.244)] [data_t 0.009] [optim_t 0.398] [lr 0.000573] [CE 3.058 (3.319)] [KD 0.000 (0.000)] +2024-10-13 13:49:33,025 - Train: 71.88% [269750/375300] [215.6/300.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.000573] [CE 3.534 (3.278)] [KD 0.000 (0.000)] +2024-10-13 13:49:45,485 - Train: 71.89% [269800/375300] [215.7/300.0] [batch_t 0.193 (0.249)] [data_t 0.009] [optim_t 0.184] [lr 0.000572] [CE 3.294 (3.259)] [KD 0.000 (0.000)] +2024-10-13 13:49:57,146 - Train: 71.90% [269850/375300] [215.7/300.0] [batch_t 0.195 (0.233)] [data_t 0.009] [optim_t 0.186] [lr 0.000572] [CE 3.175 (3.274)] [KD 0.000 (0.000)] +2024-10-13 13:50:09,387 - Train: 71.92% [269900/375300] [215.7/300.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000571] [CE 3.317 (3.261)] [KD 0.000 (0.000)] +2024-10-13 13:50:21,781 - Train: 71.93% [269950/375300] [215.8/300.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000571] [CE 3.517 (3.297)] [KD 0.000 (0.000)] +2024-10-13 13:50:34,152 - Train: 71.94% [270000/375300] [215.8/300.0] [batch_t 0.190 (0.247)] [data_t 0.009] [optim_t 0.181] [lr 0.000571] [CE 3.487 (3.287)] [KD 0.000 (0.000)] +2024-10-13 13:50:46,643 - Train: 71.96% [270050/375300] [215.9/300.0] [batch_t 0.257 (0.250)] [data_t 0.009] [optim_t 0.248] [lr 0.000570] [CE 3.264 (3.311)] [KD 0.000 (0.000)] +2024-10-13 13:50:59,256 - Train: 71.97% [270100/375300] [215.9/300.0] [batch_t 0.304 (0.252)] [data_t 0.009] [optim_t 0.295] [lr 0.000570] [CE 3.233 (3.320)] [KD 0.000 (0.000)] +2024-10-13 13:51:11,763 - Train: 71.98% [270150/375300] [215.9/300.0] [batch_t 0.234 (0.250)] [data_t 0.009] [optim_t 0.225] [lr 0.000569] [CE 3.074 (3.294)] [KD 0.000 (0.000)] +2024-10-13 13:51:24,112 - Train: 72.00% [270200/375300] [216.0/300.0] [batch_t 0.195 (0.247)] [data_t 0.009] [optim_t 0.186] [lr 0.000569] [CE 3.430 (3.301)] [KD 0.000 (0.000)] +2024-10-13 13:51:40,986 - Test (net): 100.00% [50/50] [batch_t 0.070 (0.273)] [top1_cnt 38682] [top5_cnt 47063] [top_all 50000] +2024-10-13 13:51:40,987 - net: 77.364 (94.126) +2024-10-13 13:51:53,524 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40079] [top5_cnt 47644] [top_all 50000] +2024-10-13 13:51:53,563 - net_E: 80.158 (95.288) +2024-10-13 13:51:53,661 - Max [top1: 77.518 (epoch: 214)] [top1-ema: 80.158 (epoch: 216)] +2024-10-13 13:51:53,661 - ==> Total time: 18:19:37 Eta: 7:07:37 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 13:52:07,749 - Train: 72.01% [270250/375300] [216.0/300.0] [batch_t 0.186 (0.245)] [data_t 0.009] [optim_t 0.177] [lr 0.000568] [CE 3.251 (3.279)] [KD 0.000 (0.000)] +2024-10-13 13:52:20,149 - Train: 72.02% [270300/375300] [216.1/300.0] [batch_t 0.258 (0.248)] [data_t 0.009] [optim_t 0.249] [lr 0.000568] [CE 3.031 (3.248)] [KD 0.000 (0.000)] +2024-10-13 13:52:32,716 - Train: 72.04% [270350/375300] [216.1/300.0] [batch_t 0.194 (0.251)] [data_t 0.009] [optim_t 0.185] [lr 0.000567] [CE 3.036 (3.305)] [KD 0.000 (0.000)] +2024-10-13 13:52:44,859 - Train: 72.05% [270400/375300] [216.1/300.0] [batch_t 0.205 (0.243)] [data_t 0.009] [optim_t 0.196] [lr 0.000567] [CE 2.952 (3.312)] [KD 0.000 (0.000)] +2024-10-13 13:52:57,420 - Train: 72.06% [270450/375300] [216.2/300.0] [batch_t 0.274 (0.251)] [data_t 0.009] [optim_t 0.266] [lr 0.000566] [CE 3.232 (3.326)] [KD 0.000 (0.000)] +2024-10-13 13:53:09,852 - Train: 72.08% [270500/375300] [216.2/300.0] [batch_t 0.254 (0.249)] [data_t 0.009] [optim_t 0.245] [lr 0.000566] [CE 3.217 (3.289)] [KD 0.000 (0.000)] +2024-10-13 13:53:22,058 - Train: 72.09% [270550/375300] [216.3/300.0] [batch_t 0.261 (0.244)] [data_t 0.009] [optim_t 0.252] [lr 0.000565] [CE 3.635 (3.257)] [KD 0.000 (0.000)] +2024-10-13 13:53:34,553 - Train: 72.10% [270600/375300] [216.3/300.0] [batch_t 0.215 (0.250)] [data_t 0.009] [optim_t 0.206] [lr 0.000565] [CE 3.235 (3.301)] [KD 0.000 (0.000)] +2024-10-13 13:53:46,916 - Train: 72.12% [270650/375300] [216.3/300.0] [batch_t 0.259 (0.247)] [data_t 0.009] [optim_t 0.250] [lr 0.000564] [CE 3.172 (3.300)] [KD 0.000 (0.000)] +2024-10-13 13:53:59,155 - Train: 72.13% [270700/375300] [216.4/300.0] [batch_t 0.195 (0.245)] [data_t 0.009] [optim_t 0.186] [lr 0.000564] [CE 3.336 (3.328)] [KD 0.000 (0.000)] +2024-10-13 13:54:11,621 - Train: 72.14% [270750/375300] [216.4/300.0] [batch_t 0.335 (0.249)] [data_t 0.009] [optim_t 0.326] [lr 0.000563] [CE 3.368 (3.282)] [KD 0.000 (0.000)] +2024-10-13 13:54:23,973 - Train: 72.16% [270800/375300] [216.5/300.0] [batch_t 0.217 (0.247)] [data_t 0.009] [optim_t 0.208] [lr 0.000563] [CE 3.237 (3.290)] [KD 0.000 (0.000)] +2024-10-13 13:54:36,307 - Train: 72.17% [270850/375300] [216.5/300.0] [batch_t 0.246 (0.247)] [data_t 0.009] [optim_t 0.237] [lr 0.000562] [CE 3.245 (3.288)] [KD 0.000 (0.000)] +2024-10-13 13:54:48,720 - Train: 72.18% [270900/375300] [216.5/300.0] [batch_t 0.315 (0.248)] [data_t 0.009] [optim_t 0.306] [lr 0.000562] [CE 3.129 (3.317)] [KD 0.000 (0.000)] +2024-10-13 13:55:01,287 - Train: 72.20% [270950/375300] [216.6/300.0] [batch_t 0.233 (0.251)] [data_t 0.009] [optim_t 0.224] [lr 0.000561] [CE 3.455 (3.269)] [KD 0.000 (0.000)] +2024-10-13 13:55:13,343 - Train: 72.21% [271000/375300] [216.6/300.0] [batch_t 0.207 (0.241)] [data_t 0.009] [optim_t 0.198] [lr 0.000561] [CE 3.112 (3.299)] [KD 0.000 (0.000)] +2024-10-13 13:55:25,941 - Train: 72.22% [271050/375300] [216.7/300.0] [batch_t 0.228 (0.252)] [data_t 0.009] [optim_t 0.219] [lr 0.000560] [CE 3.476 (3.276)] [KD 0.000 (0.000)] +2024-10-13 13:55:38,487 - Train: 72.24% [271100/375300] [216.7/300.0] [batch_t 0.215 (0.251)] [data_t 0.009] [optim_t 0.206] [lr 0.000560] [CE 3.564 (3.297)] [KD 0.000 (0.000)] +2024-10-13 13:55:51,063 - Train: 72.25% [271150/375300] [216.7/300.0] [batch_t 0.256 (0.251)] [data_t 0.009] [optim_t 0.247] [lr 0.000560] [CE 3.278 (3.346)] [KD 0.000 (0.000)] +2024-10-13 13:56:03,527 - Train: 72.26% [271200/375300] [216.8/300.0] [batch_t 0.215 (0.249)] [data_t 0.009] [optim_t 0.206] [lr 0.000559] [CE 3.437 (3.316)] [KD 0.000 (0.000)] +2024-10-13 13:56:16,084 - Train: 72.28% [271250/375300] [216.8/300.0] [batch_t 0.278 (0.251)] [data_t 0.009] [optim_t 0.269] [lr 0.000559] [CE 3.572 (3.259)] [KD 0.000 (0.000)] +2024-10-13 13:56:28,596 - Train: 72.29% [271300/375300] [216.9/300.0] [batch_t 0.235 (0.250)] [data_t 0.009] [optim_t 0.226] [lr 0.000558] [CE 3.287 (3.336)] [KD 0.000 (0.000)] +2024-10-13 13:56:41,109 - Train: 72.30% [271350/375300] [216.9/300.0] [batch_t 0.279 (0.250)] [data_t 0.009] [optim_t 0.270] [lr 0.000558] [CE 3.443 (3.313)] [KD 0.000 (0.000)] +2024-10-13 13:56:53,524 - Train: 72.32% [271400/375300] [216.9/300.0] [batch_t 0.210 (0.248)] [data_t 0.009] [optim_t 0.201] [lr 0.000557] [CE 2.942 (3.317)] [KD 0.000 (0.000)] +2024-10-13 13:57:06,453 - Train: 72.33% [271450/375300] [217.0/300.0] [batch_t 0.427 (0.258)] [data_t 0.009] [optim_t 0.419] [lr 0.000557] [CE 3.435 (3.308)] [KD 0.000 (0.000)] +2024-10-13 13:57:23,023 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.255)] [top1_cnt 38869] [top5_cnt 47169] [top_all 50000] +2024-10-13 13:57:23,023 - net: 77.738 (94.338) +2024-10-13 13:57:35,707 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 40084] [top5_cnt 47650] [top_all 50000] +2024-10-13 13:57:35,707 - net_E: 80.168 (95.300) +2024-10-13 13:57:35,841 - Max [top1: 77.738 (epoch: 217)] [top1-ema: 80.168 (epoch: 217)] +2024-10-13 13:57:35,842 - ==> Total time: 18:25:19 Eta: 7:02:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 13:57:49,308 - Train: 72.34% [271500/375300] [217.0/300.0] [batch_t 0.192 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.000556] [CE 3.138 (3.321)] [KD 0.000 (0.000)] +2024-10-13 13:58:01,910 - Train: 72.36% [271550/375300] [217.1/300.0] [batch_t 0.273 (0.252)] [data_t 0.098] [optim_t 0.175] [lr 0.000556] [CE 3.554 (3.312)] [KD 0.000 (0.000)] +2024-10-13 13:58:14,630 - Train: 72.37% [271600/375300] [217.1/300.0] [batch_t 0.237 (0.254)] [data_t 0.060] [optim_t 0.177] [lr 0.000555] [CE 3.368 (3.278)] [KD 0.000 (0.000)] +2024-10-13 13:58:27,377 - Train: 72.38% [271650/375300] [217.1/300.0] [batch_t 0.225 (0.255)] [data_t 0.047] [optim_t 0.177] [lr 0.000555] [CE 3.219 (3.249)] [KD 0.000 (0.000)] +2024-10-13 13:58:39,876 - Train: 72.40% [271700/375300] [217.2/300.0] [batch_t 0.269 (0.250)] [data_t 0.088] [optim_t 0.181] [lr 0.000554] [CE 3.591 (3.303)] [KD 0.000 (0.000)] +2024-10-13 13:58:52,716 - Train: 72.41% [271750/375300] [217.2/300.0] [batch_t 0.286 (0.257)] [data_t 0.111] [optim_t 0.175] [lr 0.000554] [CE 3.249 (3.278)] [KD 0.000 (0.000)] +2024-10-13 13:59:05,298 - Train: 72.42% [271800/375300] [217.3/300.0] [batch_t 0.238 (0.252)] [data_t 0.058] [optim_t 0.180] [lr 0.000553] [CE 3.220 (3.309)] [KD 0.000 (0.000)] +2024-10-13 13:59:17,963 - Train: 72.44% [271850/375300] [217.3/300.0] [batch_t 0.188 (0.253)] [data_t 0.009] [optim_t 0.179] [lr 0.000553] [CE 3.121 (3.226)] [KD 0.000 (0.000)] +2024-10-13 13:59:30,507 - Train: 72.45% [271900/375300] [217.3/300.0] [batch_t 0.271 (0.251)] [data_t 0.087] [optim_t 0.184] [lr 0.000552] [CE 3.109 (3.286)] [KD 0.000 (0.000)] +2024-10-13 13:59:43,175 - Train: 72.46% [271950/375300] [217.4/300.0] [batch_t 0.286 (0.253)] [data_t 0.110] [optim_t 0.176] [lr 0.000552] [CE 3.470 (3.269)] [KD 0.000 (0.000)] +2024-10-13 13:59:55,634 - Train: 72.48% [272000/375300] [217.4/300.0] [batch_t 0.252 (0.249)] [data_t 0.068] [optim_t 0.184] [lr 0.000551] [CE 3.410 (3.296)] [KD 0.000 (0.000)] +2024-10-13 14:00:08,127 - Train: 72.49% [272050/375300] [217.5/300.0] [batch_t 0.199 (0.250)] [data_t 0.020] [optim_t 0.179] [lr 0.000551] [CE 2.821 (3.289)] [KD 0.000 (0.000)] +2024-10-13 14:00:20,621 - Train: 72.50% [272100/375300] [217.5/300.0] [batch_t 0.251 (0.250)] [data_t 0.069] [optim_t 0.182] [lr 0.000551] [CE 2.791 (3.290)] [KD 0.000 (0.000)] +2024-10-13 14:00:33,191 - Train: 72.52% [272150/375300] [217.5/300.0] [batch_t 0.199 (0.251)] [data_t 0.009] [optim_t 0.190] [lr 0.000550] [CE 3.107 (3.335)] [KD 0.000 (0.000)] +2024-10-13 14:00:45,579 - Train: 72.53% [272200/375300] [217.6/300.0] [batch_t 0.243 (0.248)] [data_t 0.065] [optim_t 0.178] [lr 0.000550] [CE 3.332 (3.272)] [KD 0.000 (0.000)] +2024-10-13 14:00:57,996 - Train: 72.54% [272250/375300] [217.6/300.0] [batch_t 0.191 (0.248)] [data_t 0.009] [optim_t 0.182] [lr 0.000549] [CE 3.063 (3.292)] [KD 0.000 (0.000)] +2024-10-13 14:01:10,464 - Train: 72.56% [272300/375300] [217.7/300.0] [batch_t 0.382 (0.249)] [data_t 0.205] [optim_t 0.177] [lr 0.000549] [CE 3.143 (3.280)] [KD 0.000 (0.000)] +2024-10-13 14:01:22,792 - Train: 72.57% [272350/375300] [217.7/300.0] [batch_t 0.216 (0.246)] [data_t 0.033] [optim_t 0.183] [lr 0.000548] [CE 3.350 (3.293)] [KD 0.000 (0.000)] +2024-10-13 14:01:35,154 - Train: 72.58% [272400/375300] [217.7/300.0] [batch_t 0.251 (0.247)] [data_t 0.068] [optim_t 0.183] [lr 0.000548] [CE 3.539 (3.292)] [KD 0.000 (0.000)] +2024-10-13 14:01:47,344 - Train: 72.60% [272450/375300] [217.8/300.0] [batch_t 0.222 (0.244)] [data_t 0.037] [optim_t 0.185] [lr 0.000547] [CE 3.371 (3.282)] [KD 0.000 (0.000)] +2024-10-13 14:01:59,914 - Train: 72.61% [272500/375300] [217.8/300.0] [batch_t 0.216 (0.251)] [data_t 0.039] [optim_t 0.177] [lr 0.000547] [CE 3.362 (3.281)] [KD 0.000 (0.000)] +2024-10-13 14:02:12,531 - Train: 72.62% [272550/375300] [217.9/300.0] [batch_t 0.194 (0.252)] [data_t 0.009] [optim_t 0.185] [lr 0.000546] [CE 3.205 (3.293)] [KD 0.000 (0.000)] +2024-10-13 14:02:24,473 - Train: 72.64% [272600/375300] [217.9/300.0] [batch_t 0.208 (0.239)] [data_t 0.028] [optim_t 0.180] [lr 0.000546] [CE 3.211 (3.312)] [KD 0.000 (0.000)] +2024-10-13 14:02:36,760 - Train: 72.65% [272650/375300] [217.9/300.0] [batch_t 0.231 (0.246)] [data_t 0.055] [optim_t 0.177] [lr 0.000545] [CE 3.316 (3.312)] [KD 0.000 (0.000)] +2024-10-13 14:02:49,310 - Train: 72.66% [272700/375300] [218.0/300.0] [batch_t 0.237 (0.251)] [data_t 0.055] [optim_t 0.182] [lr 0.000545] [CE 2.914 (3.283)] [KD 0.000 (0.000)] +2024-10-13 14:03:05,627 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38659] [top5_cnt 46856] [top_all 50000] +2024-10-13 14:03:05,628 - net: 77.318 (93.712) +2024-10-13 14:03:18,077 - Test (net_E): 100.00% [50/50] [batch_t 0.070 (0.241)] [top1_cnt 40104] [top5_cnt 47643] [top_all 50000] +2024-10-13 14:03:18,078 - net_E: 80.208 (95.286) +2024-10-13 14:03:18,234 - Max [top1: 77.738 (epoch: 217)] [top1-ema: 80.208 (epoch: 218)] +2024-10-13 14:03:18,235 - ==> Total time: 18:31:01 Eta: 6:57:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:03:31,048 - Train: 72.68% [272750/375300] [218.0/300.0] [batch_t 0.191 (0.266)] [data_t 0.009] [optim_t 0.182] [lr 0.000544] [CE 3.068 (3.291)] [KD 0.000 (0.000)] +2024-10-13 14:04:34,189 - ==> Logging on master GPU: 0 +2024-10-13 14:04:34,201 - ==> Running Trainer: CLSTrainer +2024-10-13 14:04:34,201 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training +2024-10-13 14:04:34,201 - ==> Building model +2024-10-13 14:04:34,587 - ==> Load checkpoint: runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/latest_ckpt.pth +2024-10-13 14:04:34,595 - ==> Creating optimizer +2024-10-13 14:04:34,600 - ==> Native DDP +2024-10-13 14:04:34,636 - ==> Loading dataset: ImageFolderLMDB +2024-10-13 14:04:34,961 - ==> ********** cfg ********** +seed : 42 +size : 384 +epoch_full : 300 +warmup_epochs : 20 +test_start_epoch : 200 +batch_size : 1024 +lr : 0.0015 +weight_decay : 0.05 +nb_classes : 1000 +ft : False +data.type : ImageFolderLMDB +data.root : /dev/shm/tmp/imagenet +data.loader_type : pil +data.sampler : naive +data.nb_classes : 1000 +data.train_transforms : [{'type': 'timm_create_transform', 'input_size': 384, 'is_training': True, 'color_jitter': 0.4, 'auto_augment': 'rand-m9-mstd0.5-inc1', 'interpolation': 'random', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 're_prob': 0.25, 're_mode': 'pixel', 're_count': 1}] +data.test_transforms : [{'type': 'Resize', 'size': 438, 'interpolation': }, {'type': 'CenterCrop', 'size': 384}, {'type': 'ToTensor'}, {'type': 'Normalize', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'inplace': True}] +data.train_size : 1251 +data.test_size : 50 +data.train_length : 1281167 +data.test_length : 50000 +model.name : MobileMamba_B2 +model.model_kwargs : {'pretrained': False, 'checkpoint_path': 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/latest_ckpt.pth', 'ema': False, 'strict': True, 'num_classes': 1000} +optim.lr : 0.003 +optim.optim_kwargs : {'name': 'adamw', 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.05, 'amsgrad': False} +trainer.name : CLSTrainer +trainer.checkpoint : runs/mobilemamba +trainer.resume_dir : CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318 +trainer.cuda_deterministic : False +trainer.epoch_full : 300 +trainer.scheduler_kwargs : {'name': 'cosine', 'lr_noise': None, 'noise_pct': 0.67, 'noise_std': 1.0, 'noise_seed': 42, 'lr_min': 3e-05, 'warmup_lr': 3e-06, 'warmup_iters': -1, 'cooldown_iters': 0, 'warmup_epochs': 20, 'cooldown_epochs': 0, 'use_iters': True, 'patience_iters': 0, 'patience_epochs': 0, 'decay_iters': 0, 'decay_epochs': 0, 'cycle_decay': 0.1} +trainer.data.batch_size : 1024 +trainer.data.batch_size_per_gpu : 128 +trainer.data.batch_size_test : 1000 +trainer.data.batch_size_per_gpu_test : 125 +trainer.data.num_workers_per_gpu : 8 +trainer.data.drop_last : True +trainer.data.pin_memory : True +trainer.data.persistent_workers : False +trainer.data.num_workers : 64 +trainer.mixup_kwargs : {'mixup_alpha': 0.8, 'cutmix_alpha': 1.0, 'cutmix_minmax': None, 'prob': 1.0, 'switch_prob': 0.5, 'mode': 'batch', 'correct_lam': True, 'label_smoothing': 0.1, 'num_classes': 1000} +trainer.scale_kwargs : {'n_scale': 0, 'base_h': 384, 'base_w': 384, 'min_h': 160, 'max_h': 320, 'min_w': 160, 'max_w': 320, 'check_scale_div_factor': 32} +trainer.test_start_epoch : 200 +trainer.test_per_epoch : 5 +trainer.save_per_epoch : 15 +trainer.find_unused_parameters : False +trainer.sync_BN : none +trainer.dist_BN : +trainer.scaler : native +trainer.ema : 0.9998 +trainer.iter : 272718 +trainer.epoch : 218 +trainer.topk_recorder : {'net_top1': [0, 0, 0, 0, 39.836, 0, 0, 0, 0, 54.488, 0, 0, 0, 0, 59.258, 0, 0, 0, 0, 60.754, 0, 0, 0, 0, 62.684, 0, 0, 0, 0, 64.344, 0, 0, 0, 0, 65.91, 0, 0, 0, 0, 65.488, 0, 0, 0, 0, 66.742, 0, 0, 0, 0, 67.234, 0, 0, 0, 0, 67.98, 0, 0, 0, 0, 68.256, 0, 0, 0, 0, 68.362, 0, 0, 0, 0, 68.43, 0, 0, 0, 0, 69.24, 0, 0, 0, 0, 68.48, 0, 0, 0, 0, 69.812, 0, 0, 0, 0, 69.77, 0, 0, 0, 0, 69.992, 0, 0, 0, 0, 69.592, 0, 0, 0, 0, 69.9, 0, 0, 0, 0, 70.39, 0, 0, 0, 0, 71.406, 0, 0, 0, 0, 70.776, 0, 0, 0, 0, 71.62, 0, 0, 0, 0, 72.242, 0, 0, 0, 0, 71.778, 0, 0, 0, 0, 72.536, 0, 0, 0, 0, 73.094, 0, 0, 0, 0, 72.858, 0, 0, 0, 0, 73.428, 0, 0, 0, 0, 73.206, 0, 0, 0, 0, 73.452, 0, 0, 0, 0, 74.312, 0, 0, 0, 0, 74.006, 0, 0, 0, 0, 75.39, 0, 0, 0, 0, 74.854, 0, 0, 0, 0, 76.014, 0, 0, 0, 0, 75.954, 0, 0, 0, 0, 76.436, 76.462, 76.422, 76.622, 76.752, 76.89, 76.764, 76.958, 77.226, 76.898, 76.906, 76.89, 77.066, 77.318, 77.518, 77.324, 77.364, 77.738, 77.318], 'net_top5': [0, 0, 0, 0, 65.678, 0, 0, 0, 0, 79.372, 0, 0, 0, 0, 82.86, 0, 0, 0, 0, 84.276, 0, 0, 0, 0, 85.54, 0, 0, 0, 0, 86.798, 0, 0, 0, 0, 87.36, 0, 0, 0, 0, 87.246, 0, 0, 0, 0, 88.15, 0, 0, 0, 0, 88.484, 0, 0, 0, 0, 88.974, 0, 0, 0, 0, 89.16, 0, 0, 0, 0, 89.126, 0, 0, 0, 0, 89.412, 0, 0, 0, 0, 89.962, 0, 0, 0, 0, 89.082, 0, 0, 0, 0, 90.188, 0, 0, 0, 0, 90.196, 0, 0, 0, 0, 90.206, 0, 0, 0, 0, 89.81, 0, 0, 0, 0, 90.022, 0, 0, 0, 0, 90.214, 0, 0, 0, 0, 90.988, 0, 0, 0, 0, 90.594, 0, 0, 0, 0, 90.988, 0, 0, 0, 0, 91.294, 0, 0, 0, 0, 91.132, 0, 0, 0, 0, 91.578, 0, 0, 0, 0, 91.796, 0, 0, 0, 0, 91.544, 0, 0, 0, 0, 92.018, 0, 0, 0, 0, 91.786, 0, 0, 0, 0, 91.878, 0, 0, 0, 0, 92.456, 0, 0, 0, 0, 92.32, 0, 0, 0, 0, 92.996, 0, 0, 0, 0, 92.762, 0, 0, 0, 0, 93.186, 0, 0, 0, 0, 93.34, 0, 0, 0, 0, 93.602, 93.46, 93.568, 93.648, 93.646, 93.666, 93.638, 93.814, 93.82, 93.75, 93.694, 93.774, 93.856, 93.866, 94.062, 93.868, 94.126, 94.338, 93.712], 'net_E_top1': [0, 0, 0, 0, 0.128, 0, 0, 0, 0, 2.768, 0, 0, 0, 0, 37.572, 0, 0, 0, 0, 58.294, 0, 0, 0, 0, 66.212, 0, 0, 0, 0, 69.834, 0, 0, 0, 0, 71.29, 0, 0, 0, 0, 72.246, 0, 0, 0, 0, 72.974, 0, 0, 0, 0, 73.602, 0, 0, 0, 0, 73.88, 0, 0, 0, 0, 74.226, 0, 0, 0, 0, 74.532, 0, 0, 0, 0, 74.634, 0, 0, 0, 0, 74.972, 0, 0, 0, 0, 75.284, 0, 0, 0, 0, 75.422, 0, 0, 0, 0, 75.602, 0, 0, 0, 0, 75.924, 0, 0, 0, 0, 76.068, 0, 0, 0, 0, 76.358, 0, 0, 0, 0, 76.544, 0, 0, 0, 0, 76.754, 0, 0, 0, 0, 76.97, 0, 0, 0, 0, 76.94, 0, 0, 0, 0, 77.124, 0, 0, 0, 0, 77.284, 0, 0, 0, 0, 77.54, 0, 0, 0, 0, 77.734, 0, 0, 0, 0, 77.882, 0, 0, 0, 0, 78.052, 0, 0, 0, 0, 78.348, 0, 0, 0, 0, 78.52, 0, 0, 0, 0, 78.622, 0, 0, 0, 0, 78.774, 0, 0, 0, 0, 78.972, 0, 0, 0, 0, 79.06, 0, 0, 0, 0, 79.33, 0, 0, 0, 0, 79.528, 0, 0, 0, 0, 79.69, 79.678, 79.772, 79.8, 79.792, 79.836, 79.866, 79.894, 79.89, 79.968, 80.078, 80.06, 80.088, 80.084, 80.15, 80.114, 80.158, 80.168, 80.208], 'net_E_top5': [0, 0, 0, 0, 0.574, 0, 0, 0, 0, 8.282, 0, 0, 0, 0, 63.748, 0, 0, 0, 0, 82.008, 0, 0, 0, 0, 87.376, 0, 0, 0, 0, 89.654, 0, 0, 0, 0, 90.674, 0, 0, 0, 0, 91.228, 0, 0, 0, 0, 91.662, 0, 0, 0, 0, 91.882, 0, 0, 0, 0, 92.112, 0, 0, 0, 0, 92.372, 0, 0, 0, 0, 92.536, 0, 0, 0, 0, 92.696, 0, 0, 0, 0, 92.728, 0, 0, 0, 0, 92.788, 0, 0, 0, 0, 92.926, 0, 0, 0, 0, 92.988, 0, 0, 0, 0, 93.046, 0, 0, 0, 0, 93.218, 0, 0, 0, 0, 93.254, 0, 0, 0, 0, 93.318, 0, 0, 0, 0, 93.488, 0, 0, 0, 0, 93.562, 0, 0, 0, 0, 93.694, 0, 0, 0, 0, 93.812, 0, 0, 0, 0, 93.87, 0, 0, 0, 0, 93.926, 0, 0, 0, 0, 94.05, 0, 0, 0, 0, 94.104, 0, 0, 0, 0, 94.222, 0, 0, 0, 0, 94.36, 0, 0, 0, 0, 94.434, 0, 0, 0, 0, 94.476, 0, 0, 0, 0, 94.604, 0, 0, 0, 0, 94.626, 0, 0, 0, 0, 94.774, 0, 0, 0, 0, 94.774, 0, 0, 0, 0, 94.924, 0, 0, 0, 0, 95.018, 95.078, 95.116, 95.138, 95.146, 95.114, 95.102, 95.106, 95.118, 95.138, 95.164, 95.19, 95.218, 95.19, 95.216, 95.21, 95.288, 95.3, 95.286]} +trainer.iter_full : 375300 +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}] +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_b2 +mode : train +sleep : -1 +memory : -1 +dist_url : env:// +logger_rank : 0 +opts : ['model.name=MobileMamba_B2', 'trainer.resume_dir=CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318'] +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_b2 -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MobileMamba_B2 trainer.resume_dir=CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318 +task_start_time : 10461699.426516103 +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_B2_ImageFolderLMDB_20241011-155318 +logger.filters : [] +logger.name : root +logger.level : 20 +logger.parent : None +logger.propagate : True +logger.disabled : False +logdir_train : runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/show_train +logdir_test : runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318/show_test +2024-10-13 14:04:34,965 - ==> Starting training with 1 nodes x 8 GPUs +2024-10-13 14:04:52,019 - Train: 72.68% [272750/375300] [218.0/300.0] [batch_t 0.186 (0.527)] [data_t 0.009] [optim_t 0.177] [lr 0.000544] [CE 3.283 (3.228)] [KD 0.000 (0.000)] +2024-10-13 14:05:03,033 - Train: 72.69% [272800/375300] [218.1/300.0] [batch_t 0.227 (0.220)] [data_t 0.009] [optim_t 0.218] [lr 0.000544] [CE 2.995 (3.254)] [KD 0.000 (0.000)] +2024-10-13 14:05:14,223 - Train: 72.70% [272850/375300] [218.1/300.0] [batch_t 0.210 (0.224)] [data_t 0.009] [optim_t 0.201] [lr 0.000543] [CE 3.099 (3.214)] [KD 0.000 (0.000)] +2024-10-13 14:05:25,539 - Train: 72.72% [272900/375300] [218.1/300.0] [batch_t 0.238 (0.226)] [data_t 0.009] [optim_t 0.229] [lr 0.000543] [CE 3.149 (3.253)] [KD 0.000 (0.000)] +2024-10-13 14:05:36,640 - Train: 72.73% [272950/375300] [218.2/300.0] [batch_t 0.223 (0.222)] [data_t 0.009] [optim_t 0.214] [lr 0.000542] [CE 3.447 (3.284)] [KD 0.000 (0.000)] +2024-10-13 14:05:48,044 - Train: 72.74% [273000/375300] [218.2/300.0] [batch_t 0.227 (0.228)] [data_t 0.009] [optim_t 0.218] [lr 0.000542] [CE 3.262 (3.241)] [KD 0.000 (0.000)] +2024-10-13 14:05:59,509 - Train: 72.76% [273050/375300] [218.3/300.0] [batch_t 0.249 (0.229)] [data_t 0.009] [optim_t 0.240] [lr 0.000542] [CE 3.513 (3.294)] [KD 0.000 (0.000)] +2024-10-13 14:06:11,007 - Train: 72.77% [273100/375300] [218.3/300.0] [batch_t 0.247 (0.230)] [data_t 0.009] [optim_t 0.238] [lr 0.000541] [CE 3.207 (3.296)] [KD 0.000 (0.000)] +2024-10-13 14:06:23,172 - Train: 72.78% [273150/375300] [218.3/300.0] [batch_t 0.189 (0.243)] [data_t 0.009] [optim_t 0.181] [lr 0.000541] [CE 3.452 (3.281)] [KD 0.000 (0.000)] +2024-10-13 14:06:35,128 - Train: 72.80% [273200/375300] [218.4/300.0] [batch_t 0.257 (0.239)] [data_t 0.009] [optim_t 0.248] [lr 0.000540] [CE 3.256 (3.299)] [KD 0.000 (0.000)] +2024-10-13 14:06:47,271 - Train: 72.81% [273250/375300] [218.4/300.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.000540] [CE 3.023 (3.284)] [KD 0.000 (0.000)] +2024-10-13 14:06:59,743 - Train: 72.82% [273300/375300] [218.5/300.0] [batch_t 0.253 (0.249)] [data_t 0.009] [optim_t 0.243] [lr 0.000539] [CE 3.182 (3.263)] [KD 0.000 (0.000)] +2024-10-13 14:07:12,156 - Train: 72.84% [273350/375300] [218.5/300.0] [batch_t 0.256 (0.248)] [data_t 0.009] [optim_t 0.247] [lr 0.000539] [CE 3.428 (3.291)] [KD 0.000 (0.000)] +2024-10-13 14:07:24,105 - Train: 72.85% [273400/375300] [218.5/300.0] [batch_t 0.192 (0.239)] [data_t 0.009] [optim_t 0.183] [lr 0.000538] [CE 2.963 (3.283)] [KD 0.000 (0.000)] +2024-10-13 14:07:35,308 - Train: 72.86% [273450/375300] [218.6/300.0] [batch_t 0.220 (0.224)] [data_t 0.009] [optim_t 0.211] [lr 0.000538] [CE 3.378 (3.311)] [KD 0.000 (0.000)] +2024-10-13 14:07:46,497 - Train: 72.88% [273500/375300] [218.6/300.0] [batch_t 0.235 (0.224)] [data_t 0.009] [optim_t 0.226] [lr 0.000537] [CE 3.294 (3.249)] [KD 0.000 (0.000)] +2024-10-13 14:07:58,158 - Train: 72.89% [273550/375300] [218.7/300.0] [batch_t 0.184 (0.233)] [data_t 0.009] [optim_t 0.175] [lr 0.000537] [CE 3.372 (3.233)] [KD 0.000 (0.000)] +2024-10-13 14:08:09,301 - Train: 72.90% [273600/375300] [218.7/300.0] [batch_t 0.255 (0.223)] [data_t 0.009] [optim_t 0.246] [lr 0.000536] [CE 3.328 (3.248)] [KD 0.000 (0.000)] +2024-10-13 14:08:20,710 - Train: 72.92% [273650/375300] [218.7/300.0] [batch_t 0.220 (0.228)] [data_t 0.009] [optim_t 0.211] [lr 0.000536] [CE 3.154 (3.253)] [KD 0.000 (0.000)] +2024-10-13 14:08:32,241 - Train: 72.93% [273700/375300] [218.8/300.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.000535] [CE 3.356 (3.279)] [KD 0.000 (0.000)] +2024-10-13 14:08:43,841 - Train: 72.94% [273750/375300] [218.8/300.0] [batch_t 0.253 (0.232)] [data_t 0.009] [optim_t 0.244] [lr 0.000535] [CE 3.677 (3.269)] [KD 0.000 (0.000)] +2024-10-13 14:08:55,661 - Train: 72.95% [273800/375300] [218.9/300.0] [batch_t 0.198 (0.236)] [data_t 0.009] [optim_t 0.189] [lr 0.000535] [CE 3.314 (3.299)] [KD 0.000 (0.000)] +2024-10-13 14:09:07,821 - Train: 72.97% [273850/375300] [218.9/300.0] [batch_t 0.261 (0.243)] [data_t 0.009] [optim_t 0.252] [lr 0.000534] [CE 3.554 (3.306)] [KD 0.000 (0.000)] +2024-10-13 14:09:20,706 - Train: 72.98% [273900/375300] [218.9/300.0] [batch_t 0.275 (0.257)] [data_t 0.009] [optim_t 0.266] [lr 0.000534] [CE 3.249 (3.292)] [KD 0.000 (0.000)] +2024-10-13 14:09:33,377 - Train: 72.99% [273950/375300] [219.0/300.0] [batch_t 0.275 (0.253)] [data_t 0.009] [optim_t 0.266] [lr 0.000533] [CE 3.152 (3.290)] [KD 0.000 (0.000)] +2024-10-13 14:09:51,457 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.277)] [top1_cnt 38775] [top5_cnt 46983] [top_all 50000] +2024-10-13 14:09:51,458 - net: 77.550 (93.966) +2024-10-13 14:10:04,079 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40128] [top5_cnt 47657] [top_all 50000] +2024-10-13 14:10:04,080 - net_E: 80.256 (95.314) +2024-10-13 14:10:04,226 - Max [top1: 77.738 (epoch: 217)] [top1-ema: 80.256 (epoch: 219)] +2024-10-13 14:10:04,226 - ==> Total time: 18:36:31 Eta: 6:52:57 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:10:17,891 - Train: 73.01% [274000/375300] [219.0/300.0] [batch_t 0.191 (0.249)] [data_t 0.009] [optim_t 0.182] [lr 0.000533] [CE 3.296 (3.244)] [KD 0.000 (0.000)] +2024-10-13 14:10:29,150 - Train: 73.02% [274050/375300] [219.1/300.0] [batch_t 0.192 (0.225)] [data_t 0.009] [optim_t 0.183] [lr 0.000532] [CE 3.197 (3.244)] [KD 0.000 (0.000)] +2024-10-13 14:10:40,486 - Train: 73.03% [274100/375300] [219.1/300.0] [batch_t 0.219 (0.227)] [data_t 0.009] [optim_t 0.210] [lr 0.000532] [CE 3.536 (3.276)] [KD 0.000 (0.000)] +2024-10-13 14:10:52,351 - Train: 73.05% [274150/375300] [219.1/300.0] [batch_t 0.201 (0.237)] [data_t 0.009] [optim_t 0.192] [lr 0.000531] [CE 3.234 (3.292)] [KD 0.000 (0.000)] +2024-10-13 14:11:04,080 - Train: 73.06% [274200/375300] [219.2/300.0] [batch_t 0.252 (0.234)] [data_t 0.009] [optim_t 0.243] [lr 0.000531] [CE 3.378 (3.303)] [KD 0.000 (0.000)] +2024-10-13 14:11:15,531 - Train: 73.07% [274250/375300] [219.2/300.0] [batch_t 0.215 (0.229)] [data_t 0.009] [optim_t 0.206] [lr 0.000530] [CE 3.286 (3.274)] [KD 0.000 (0.000)] +2024-10-13 14:11:27,573 - Train: 73.09% [274300/375300] [219.3/300.0] [batch_t 0.191 (0.241)] [data_t 0.009] [optim_t 0.182] [lr 0.000530] [CE 3.256 (3.244)] [KD 0.000 (0.000)] +2024-10-13 14:11:39,090 - Train: 73.10% [274350/375300] [219.3/300.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.000529] [CE 3.554 (3.285)] [KD 0.000 (0.000)] +2024-10-13 14:11:50,706 - Train: 73.11% [274400/375300] [219.3/300.0] [batch_t 0.248 (0.232)] [data_t 0.009] [optim_t 0.239] [lr 0.000529] [CE 3.254 (3.283)] [KD 0.000 (0.000)] +2024-10-13 14:12:02,273 - Train: 73.13% [274450/375300] [219.4/300.0] [batch_t 0.238 (0.231)] [data_t 0.009] [optim_t 0.229] [lr 0.000528] [CE 3.602 (3.312)] [KD 0.000 (0.000)] +2024-10-13 14:12:13,894 - Train: 73.14% [274500/375300] [219.4/300.0] [batch_t 0.317 (0.232)] [data_t 0.009] [optim_t 0.308] [lr 0.000528] [CE 3.409 (3.271)] [KD 0.000 (0.000)] +2024-10-13 14:12:25,415 - Train: 73.15% [274550/375300] [219.5/300.0] [batch_t 0.275 (0.230)] [data_t 0.009] [optim_t 0.266] [lr 0.000528] [CE 3.224 (3.283)] [KD 0.000 (0.000)] +2024-10-13 14:12:36,977 - Train: 73.17% [274600/375300] [219.5/300.0] [batch_t 0.219 (0.231)] [data_t 0.009] [optim_t 0.210] [lr 0.000527] [CE 3.267 (3.276)] [KD 0.000 (0.000)] +2024-10-13 14:12:48,825 - Train: 73.18% [274650/375300] [219.5/300.0] [batch_t 0.195 (0.237)] [data_t 0.009] [optim_t 0.186] [lr 0.000527] [CE 3.534 (3.307)] [KD 0.000 (0.000)] +2024-10-13 14:13:00,392 - Train: 73.19% [274700/375300] [219.6/300.0] [batch_t 0.189 (0.231)] [data_t 0.009] [optim_t 0.180] [lr 0.000526] [CE 3.400 (3.252)] [KD 0.000 (0.000)] +2024-10-13 14:13:12,574 - Train: 73.21% [274750/375300] [219.6/300.0] [batch_t 0.192 (0.244)] [data_t 0.009] [optim_t 0.183] [lr 0.000526] [CE 3.234 (3.282)] [KD 0.000 (0.000)] +2024-10-13 14:13:24,588 - Train: 73.22% [274800/375300] [219.7/300.0] [batch_t 0.288 (0.240)] [data_t 0.009] [optim_t 0.279] [lr 0.000525] [CE 3.277 (3.268)] [KD 0.000 (0.000)] +2024-10-13 14:13:36,909 - Train: 73.23% [274850/375300] [219.7/300.0] [batch_t 0.258 (0.246)] [data_t 0.009] [optim_t 0.249] [lr 0.000525] [CE 3.204 (3.294)] [KD 0.000 (0.000)] +2024-10-13 14:13:48,964 - Train: 73.25% [274900/375300] [219.7/300.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000524] [CE 3.074 (3.322)] [KD 0.000 (0.000)] +2024-10-13 14:14:00,884 - Train: 73.26% [274950/375300] [219.8/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.000524] [CE 3.163 (3.302)] [KD 0.000 (0.000)] +2024-10-13 14:14:12,848 - Train: 73.27% [275000/375300] [219.8/300.0] [batch_t 0.191 (0.239)] [data_t 0.009] [optim_t 0.182] [lr 0.000523] [CE 3.575 (3.233)] [KD 0.000 (0.000)] +2024-10-13 14:14:24,596 - Train: 73.29% [275050/375300] [219.9/300.0] [batch_t 0.272 (0.235)] [data_t 0.009] [optim_t 0.263] [lr 0.000523] [CE 3.353 (3.317)] [KD 0.000 (0.000)] +2024-10-13 14:14:36,842 - Train: 73.30% [275100/375300] [219.9/300.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.231] [lr 0.000522] [CE 3.428 (3.276)] [KD 0.000 (0.000)] +2024-10-13 14:14:48,655 - Train: 73.31% [275150/375300] [219.9/300.0] [batch_t 0.296 (0.236)] [data_t 0.009] [optim_t 0.287] [lr 0.000522] [CE 3.575 (3.308)] [KD 0.000 (0.000)] +2024-10-13 14:15:00,951 - Train: 73.33% [275200/375300] [220.0/300.0] [batch_t 0.252 (0.246)] [data_t 0.009] [optim_t 0.243] [lr 0.000522] [CE 2.943 (3.280)] [KD 0.000 (0.000)] +2024-10-13 14:15:17,651 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38894] [top5_cnt 47122] [top_all 50000] +2024-10-13 14:15:17,652 - net: 77.788 (94.244) +2024-10-13 14:15:29,987 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40167] [top5_cnt 47662] [top_all 50000] +2024-10-13 14:15:29,987 - net_E: 80.334 (95.324) +2024-10-13 14:15:30,136 - Max [top1: 77.788 (epoch: 220)] [top1-ema: 80.334 (epoch: 220)] +2024-10-13 14:15:30,136 - ==> Total time: 18:41:57 Eta: 6:47:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:15:43,471 - Train: 73.34% [275250/375300] [220.0/300.0] [batch_t 0.189 (0.250)] [data_t 0.009] [optim_t 0.180] [lr 0.000521] [CE 3.312 (3.308)] [KD 0.000 (0.000)] +2024-10-13 14:15:54,427 - Train: 73.35% [275300/375300] [220.1/300.0] [batch_t 0.200 (0.219)] [data_t 0.027] [optim_t 0.174] [lr 0.000521] [CE 3.140 (3.256)] [KD 0.000 (0.000)] +2024-10-13 14:16:05,827 - Train: 73.37% [275350/375300] [220.1/300.0] [batch_t 0.196 (0.228)] [data_t 0.023] [optim_t 0.173] [lr 0.000520] [CE 3.271 (3.291)] [KD 0.000 (0.000)] +2024-10-13 14:16:17,443 - Train: 73.38% [275400/375300] [220.1/300.0] [batch_t 0.247 (0.232)] [data_t 0.009] [optim_t 0.238] [lr 0.000520] [CE 2.708 (3.233)] [KD 0.000 (0.000)] +2024-10-13 14:16:28,968 - Train: 73.39% [275450/375300] [220.2/300.0] [batch_t 0.212 (0.230)] [data_t 0.009] [optim_t 0.203] [lr 0.000519] [CE 3.308 (3.269)] [KD 0.000 (0.000)] +2024-10-13 14:16:40,581 - Train: 73.41% [275500/375300] [220.2/300.0] [batch_t 0.217 (0.232)] [data_t 0.009] [optim_t 0.208] [lr 0.000519] [CE 3.082 (3.269)] [KD 0.000 (0.000)] +2024-10-13 14:16:51,967 - Train: 73.42% [275550/375300] [220.3/300.0] [batch_t 0.275 (0.228)] [data_t 0.009] [optim_t 0.266] [lr 0.000518] [CE 3.333 (3.303)] [KD 0.000 (0.000)] +2024-10-13 14:17:03,845 - Train: 73.43% [275600/375300] [220.3/300.0] [batch_t 0.199 (0.237)] [data_t 0.009] [optim_t 0.190] [lr 0.000518] [CE 3.072 (3.223)] [KD 0.000 (0.000)] +2024-10-13 14:17:15,870 - Train: 73.45% [275650/375300] [220.3/300.0] [batch_t 0.264 (0.240)] [data_t 0.009] [optim_t 0.255] [lr 0.000517] [CE 3.160 (3.259)] [KD 0.000 (0.000)] +2024-10-13 14:17:27,821 - Train: 73.46% [275700/375300] [220.4/300.0] [batch_t 0.272 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.000517] [CE 3.350 (3.262)] [KD 0.000 (0.000)] +2024-10-13 14:17:39,709 - Train: 73.47% [275750/375300] [220.4/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.000516] [CE 3.392 (3.296)] [KD 0.000 (0.000)] +2024-10-13 14:17:51,718 - Train: 73.49% [275800/375300] [220.5/300.0] [batch_t 0.321 (0.240)] [data_t 0.009] [optim_t 0.312] [lr 0.000516] [CE 3.312 (3.265)] [KD 0.000 (0.000)] +2024-10-13 14:18:03,518 - Train: 73.50% [275850/375300] [220.5/300.0] [batch_t 0.205 (0.236)] [data_t 0.009] [optim_t 0.197] [lr 0.000516] [CE 3.426 (3.264)] [KD 0.000 (0.000)] +2024-10-13 14:18:15,296 - Train: 73.51% [275900/375300] [220.5/300.0] [batch_t 0.190 (0.235)] [data_t 0.009] [optim_t 0.181] [lr 0.000515] [CE 3.261 (3.314)] [KD 0.000 (0.000)] +2024-10-13 14:18:27,223 - Train: 73.53% [275950/375300] [220.6/300.0] [batch_t 0.214 (0.238)] [data_t 0.009] [optim_t 0.205] [lr 0.000515] [CE 3.435 (3.262)] [KD 0.000 (0.000)] +2024-10-13 14:18:39,200 - Train: 73.54% [276000/375300] [220.6/300.0] [batch_t 0.224 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.000514] [CE 3.506 (3.295)] [KD 0.000 (0.000)] +2024-10-13 14:18:51,198 - Train: 73.55% [276050/375300] [220.7/300.0] [batch_t 0.271 (0.240)] [data_t 0.009] [optim_t 0.262] [lr 0.000514] [CE 3.438 (3.258)] [KD 0.000 (0.000)] +2024-10-13 14:19:03,247 - Train: 73.57% [276100/375300] [220.7/300.0] [batch_t 0.222 (0.241)] [data_t 0.009] [optim_t 0.213] [lr 0.000513] [CE 3.136 (3.246)] [KD 0.000 (0.000)] +2024-10-13 14:19:15,586 - Train: 73.58% [276150/375300] [220.7/300.0] [batch_t 0.235 (0.247)] [data_t 0.009] [optim_t 0.226] [lr 0.000513] [CE 3.239 (3.286)] [KD 0.000 (0.000)] +2024-10-13 14:19:27,686 - Train: 73.59% [276200/375300] [220.8/300.0] [batch_t 0.188 (0.242)] [data_t 0.009] [optim_t 0.179] [lr 0.000512] [CE 3.173 (3.270)] [KD 0.000 (0.000)] +2024-10-13 14:19:40,036 - Train: 73.61% [276250/375300] [220.8/300.0] [batch_t 0.224 (0.247)] [data_t 0.009] [optim_t 0.215] [lr 0.000512] [CE 3.303 (3.254)] [KD 0.000 (0.000)] +2024-10-13 14:19:52,018 - Train: 73.62% [276300/375300] [220.9/300.0] [batch_t 0.268 (0.240)] [data_t 0.009] [optim_t 0.259] [lr 0.000511] [CE 3.655 (3.274)] [KD 0.000 (0.000)] +2024-10-13 14:20:04,440 - Train: 73.63% [276350/375300] [220.9/300.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.000511] [CE 3.421 (3.302)] [KD 0.000 (0.000)] +2024-10-13 14:20:16,301 - Train: 73.65% [276400/375300] [220.9/300.0] [batch_t 0.265 (0.237)] [data_t 0.009] [optim_t 0.256] [lr 0.000510] [CE 3.491 (3.294)] [KD 0.000 (0.000)] +2024-10-13 14:20:28,690 - Train: 73.66% [276450/375300] [221.0/300.0] [batch_t 0.280 (0.248)] [data_t 0.009] [optim_t 0.271] [lr 0.000510] [CE 3.024 (3.293)] [KD 0.000 (0.000)] +2024-10-13 14:20:45,604 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 38958] [top5_cnt 47150] [top_all 50000] +2024-10-13 14:20:45,604 - net: 77.916 (94.300) +2024-10-13 14:20:57,913 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40201] [top5_cnt 47673] [top_all 50000] +2024-10-13 14:20:57,914 - net_E: 80.402 (95.346) +2024-10-13 14:20:58,060 - Max [top1: 77.916 (epoch: 221)] [top1-ema: 80.402 (epoch: 221)] +2024-10-13 14:20:58,060 - ==> Total time: 18:47:24 Eta: 6:43:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:21:14,445 - Train: 73.67% [276500/375300] [221.0/300.0] [batch_t 0.190 (0.252)] [data_t 0.009] [optim_t 0.181] [lr 0.000510] [CE 3.569 (3.297)] [KD 0.000 (0.000)] +2024-10-13 14:21:25,830 - Train: 73.69% [276550/375300] [221.1/300.0] [batch_t 0.186 (0.228)] [data_t 0.009] [optim_t 0.177] [lr 0.000509] [CE 3.308 (3.244)] [KD 0.000 (0.000)] +2024-10-13 14:21:37,793 - Train: 73.70% [276600/375300] [221.1/300.0] [batch_t 0.271 (0.239)] [data_t 0.009] [optim_t 0.262] [lr 0.000509] [CE 3.357 (3.252)] [KD 0.000 (0.000)] +2024-10-13 14:21:49,372 - Train: 73.71% [276650/375300] [221.1/300.0] [batch_t 0.251 (0.231)] [data_t 0.009] [optim_t 0.243] [lr 0.000508] [CE 3.412 (3.253)] [KD 0.000 (0.000)] +2024-10-13 14:22:01,113 - Train: 73.73% [276700/375300] [221.2/300.0] [batch_t 0.203 (0.235)] [data_t 0.009] [optim_t 0.195] [lr 0.000508] [CE 3.059 (3.304)] [KD 0.000 (0.000)] +2024-10-13 14:22:13,040 - Train: 73.74% [276750/375300] [221.2/300.0] [batch_t 0.241 (0.238)] [data_t 0.009] [optim_t 0.232] [lr 0.000507] [CE 3.588 (3.339)] [KD 0.000 (0.000)] +2024-10-13 14:22:24,556 - Train: 73.75% [276800/375300] [221.3/300.0] [batch_t 0.221 (0.230)] [data_t 0.009] [optim_t 0.212] [lr 0.000507] [CE 3.182 (3.273)] [KD 0.000 (0.000)] +2024-10-13 14:22:36,365 - Train: 73.77% [276850/375300] [221.3/300.0] [batch_t 0.247 (0.236)] [data_t 0.009] [optim_t 0.238] [lr 0.000506] [CE 3.025 (3.215)] [KD 0.000 (0.000)] +2024-10-13 14:22:47,961 - Train: 73.78% [276900/375300] [221.3/300.0] [batch_t 0.232 (0.232)] [data_t 0.009] [optim_t 0.223] [lr 0.000506] [CE 2.797 (3.249)] [KD 0.000 (0.000)] +2024-10-13 14:22:59,613 - Train: 73.79% [276950/375300] [221.4/300.0] [batch_t 0.214 (0.233)] [data_t 0.009] [optim_t 0.205] [lr 0.000505] [CE 3.524 (3.231)] [KD 0.000 (0.000)] +2024-10-13 14:23:11,538 - Train: 73.81% [277000/375300] [221.4/300.0] [batch_t 0.280 (0.238)] [data_t 0.009] [optim_t 0.271] [lr 0.000505] [CE 3.340 (3.289)] [KD 0.000 (0.000)] +2024-10-13 14:23:23,716 - Train: 73.82% [277050/375300] [221.5/300.0] [batch_t 0.314 (0.243)] [data_t 0.137] [optim_t 0.178] [lr 0.000505] [CE 3.404 (3.254)] [KD 0.000 (0.000)] +2024-10-13 14:23:35,892 - Train: 73.83% [277100/375300] [221.5/300.0] [batch_t 0.264 (0.243)] [data_t 0.085] [optim_t 0.179] [lr 0.000504] [CE 3.306 (3.296)] [KD 0.000 (0.000)] +2024-10-13 14:23:47,642 - Train: 73.85% [277150/375300] [221.5/300.0] [batch_t 0.215 (0.235)] [data_t 0.036] [optim_t 0.179] [lr 0.000504] [CE 3.566 (3.270)] [KD 0.000 (0.000)] +2024-10-13 14:23:59,533 - Train: 73.86% [277200/375300] [221.6/300.0] [batch_t 0.191 (0.238)] [data_t 0.009] [optim_t 0.182] [lr 0.000503] [CE 3.408 (3.241)] [KD 0.000 (0.000)] +2024-10-13 14:24:11,289 - Train: 73.87% [277250/375300] [221.6/300.0] [batch_t 0.317 (0.235)] [data_t 0.139] [optim_t 0.177] [lr 0.000503] [CE 3.217 (3.302)] [KD 0.000 (0.000)] +2024-10-13 14:24:23,308 - Train: 73.89% [277300/375300] [221.7/300.0] [batch_t 0.223 (0.240)] [data_t 0.043] [optim_t 0.180] [lr 0.000502] [CE 3.203 (3.278)] [KD 0.000 (0.000)] +2024-10-13 14:24:35,023 - Train: 73.90% [277350/375300] [221.7/300.0] [batch_t 0.253 (0.234)] [data_t 0.070] [optim_t 0.183] [lr 0.000502] [CE 3.619 (3.287)] [KD 0.000 (0.000)] +2024-10-13 14:24:46,632 - Train: 73.91% [277400/375300] [221.7/300.0] [batch_t 0.212 (0.232)] [data_t 0.036] [optim_t 0.176] [lr 0.000501] [CE 3.453 (3.293)] [KD 0.000 (0.000)] +2024-10-13 14:24:58,636 - Train: 73.93% [277450/375300] [221.8/300.0] [batch_t 0.258 (0.240)] [data_t 0.081] [optim_t 0.177] [lr 0.000501] [CE 3.445 (3.236)] [KD 0.000 (0.000)] +2024-10-13 14:25:10,296 - Train: 73.94% [277500/375300] [221.8/300.0] [batch_t 0.247 (0.233)] [data_t 0.070] [optim_t 0.177] [lr 0.000500] [CE 3.198 (3.291)] [KD 0.000 (0.000)] +2024-10-13 14:25:22,020 - Train: 73.95% [277550/375300] [221.9/300.0] [batch_t 0.207 (0.234)] [data_t 0.026] [optim_t 0.181] [lr 0.000500] [CE 3.210 (3.292)] [KD 0.000 (0.000)] +2024-10-13 14:25:33,801 - Train: 73.97% [277600/375300] [221.9/300.0] [batch_t 0.277 (0.236)] [data_t 0.098] [optim_t 0.179] [lr 0.000500] [CE 3.027 (3.276)] [KD 0.000 (0.000)] +2024-10-13 14:25:45,679 - Train: 73.98% [277650/375300] [221.9/300.0] [batch_t 0.193 (0.237)] [data_t 0.012] [optim_t 0.181] [lr 0.000499] [CE 3.039 (3.257)] [KD 0.000 (0.000)] +2024-10-13 14:25:57,520 - Train: 73.99% [277700/375300] [222.0/300.0] [batch_t 0.208 (0.237)] [data_t 0.026] [optim_t 0.183] [lr 0.000499] [CE 3.589 (3.316)] [KD 0.000 (0.000)] +2024-10-13 14:26:14,483 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 38977] [top5_cnt 47204] [top_all 50000] +2024-10-13 14:26:14,484 - net: 77.954 (94.408) +2024-10-13 14:26:26,651 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40213] [top5_cnt 47691] [top_all 50000] +2024-10-13 14:26:26,651 - net_E: 80.426 (95.382) +2024-10-13 14:26:26,805 - Max [top1: 77.954 (epoch: 222)] [top1-ema: 80.426 (epoch: 222)] +2024-10-13 14:26:26,806 - ==> Total time: 18:52:53 Eta: 6:38:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:26:39,445 - Train: 74.01% [277750/375300] [222.0/300.0] [batch_t 0.189 (0.258)] [data_t 0.009] [optim_t 0.180] [lr 0.000498] [CE 2.739 (3.180)] [KD 0.000 (0.000)] +2024-10-13 14:26:51,132 - Train: 74.02% [277800/375300] [222.1/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.000498] [CE 3.242 (3.242)] [KD 0.000 (0.000)] +2024-10-13 14:27:03,475 - Train: 74.03% [277850/375300] [222.1/300.0] [batch_t 0.190 (0.247)] [data_t 0.009] [optim_t 0.181] [lr 0.000497] [CE 3.256 (3.227)] [KD 0.000 (0.000)] +2024-10-13 14:27:15,361 - Train: 74.05% [277900/375300] [222.1/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.000497] [CE 3.252 (3.261)] [KD 0.000 (0.000)] +2024-10-13 14:27:27,199 - Train: 74.06% [277950/375300] [222.2/300.0] [batch_t 0.211 (0.237)] [data_t 0.029] [optim_t 0.182] [lr 0.000496] [CE 3.152 (3.272)] [KD 0.000 (0.000)] +2024-10-13 14:27:39,165 - Train: 74.07% [278000/375300] [222.2/300.0] [batch_t 0.243 (0.239)] [data_t 0.062] [optim_t 0.181] [lr 0.000496] [CE 3.310 (3.311)] [KD 0.000 (0.000)] +2024-10-13 14:27:51,920 - Train: 74.09% [278050/375300] [222.3/300.0] [batch_t 0.250 (0.255)] [data_t 0.009] [optim_t 0.241] [lr 0.000495] [CE 3.590 (3.232)] [KD 0.000 (0.000)] +2024-10-13 14:28:04,574 - Train: 74.10% [278100/375300] [222.3/300.0] [batch_t 0.300 (0.253)] [data_t 0.009] [optim_t 0.291] [lr 0.000495] [CE 3.190 (3.279)] [KD 0.000 (0.000)] +2024-10-13 14:28:17,067 - Train: 74.11% [278150/375300] [222.3/300.0] [batch_t 0.303 (0.250)] [data_t 0.009] [optim_t 0.294] [lr 0.000495] [CE 2.988 (3.255)] [KD 0.000 (0.000)] +2024-10-13 14:28:29,776 - Train: 74.13% [278200/375300] [222.4/300.0] [batch_t 0.249 (0.254)] [data_t 0.009] [optim_t 0.240] [lr 0.000494] [CE 3.497 (3.230)] [KD 0.000 (0.000)] +2024-10-13 14:28:42,108 - Train: 74.14% [278250/375300] [222.4/300.0] [batch_t 0.229 (0.247)] [data_t 0.009] [optim_t 0.220] [lr 0.000494] [CE 3.284 (3.269)] [KD 0.000 (0.000)] +2024-10-13 14:28:54,363 - Train: 74.15% [278300/375300] [222.5/300.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.251] [lr 0.000493] [CE 3.190 (3.285)] [KD 0.000 (0.000)] +2024-10-13 14:29:06,628 - Train: 74.17% [278350/375300] [222.5/300.0] [batch_t 0.265 (0.245)] [data_t 0.009] [optim_t 0.256] [lr 0.000493] [CE 2.978 (3.225)] [KD 0.000 (0.000)] +2024-10-13 14:29:19,020 - Train: 74.18% [278400/375300] [222.5/300.0] [batch_t 0.272 (0.248)] [data_t 0.009] [optim_t 0.264] [lr 0.000492] [CE 3.199 (3.215)] [KD 0.000 (0.000)] +2024-10-13 14:29:31,028 - Train: 74.19% [278450/375300] [222.6/300.0] [batch_t 0.204 (0.240)] [data_t 0.009] [optim_t 0.195] [lr 0.000492] [CE 3.196 (3.240)] [KD 0.000 (0.000)] +2024-10-13 14:29:43,469 - Train: 74.21% [278500/375300] [222.6/300.0] [batch_t 0.262 (0.249)] [data_t 0.009] [optim_t 0.253] [lr 0.000491] [CE 3.504 (3.291)] [KD 0.000 (0.000)] +2024-10-13 14:29:56,021 - Train: 74.22% [278550/375300] [222.7/300.0] [batch_t 0.272 (0.251)] [data_t 0.009] [optim_t 0.263] [lr 0.000491] [CE 3.311 (3.254)] [KD 0.000 (0.000)] +2024-10-13 14:30:08,416 - Train: 74.23% [278600/375300] [222.7/300.0] [batch_t 0.269 (0.248)] [data_t 0.009] [optim_t 0.260] [lr 0.000491] [CE 2.983 (3.286)] [KD 0.000 (0.000)] +2024-10-13 14:30:20,717 - Train: 74.25% [278650/375300] [222.7/300.0] [batch_t 0.255 (0.246)] [data_t 0.009] [optim_t 0.246] [lr 0.000490] [CE 3.341 (3.274)] [KD 0.000 (0.000)] +2024-10-13 14:30:32,960 - Train: 74.26% [278700/375300] [222.8/300.0] [batch_t 0.186 (0.245)] [data_t 0.009] [optim_t 0.177] [lr 0.000490] [CE 3.300 (3.261)] [KD 0.000 (0.000)] +2024-10-13 14:30:45,077 - Train: 74.27% [278750/375300] [222.8/300.0] [batch_t 0.267 (0.242)] [data_t 0.009] [optim_t 0.258] [lr 0.000489] [CE 3.446 (3.215)] [KD 0.000 (0.000)] +2024-10-13 14:30:56,912 - Train: 74.29% [278800/375300] [222.9/300.0] [batch_t 0.194 (0.237)] [data_t 0.009] [optim_t 0.184] [lr 0.000489] [CE 2.975 (3.248)] [KD 0.000 (0.000)] +2024-10-13 14:31:09,195 - Train: 74.30% [278850/375300] [222.9/300.0] [batch_t 0.219 (0.246)] [data_t 0.009] [optim_t 0.210] [lr 0.000488] [CE 3.151 (3.301)] [KD 0.000 (0.000)] +2024-10-13 14:31:21,557 - Train: 74.31% [278900/375300] [222.9/300.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.000488] [CE 3.309 (3.275)] [KD 0.000 (0.000)] +2024-10-13 14:31:34,064 - Train: 74.33% [278950/375300] [223.0/300.0] [batch_t 0.274 (0.250)] [data_t 0.009] [optim_t 0.265] [lr 0.000487] [CE 3.108 (3.230)] [KD 0.000 (0.000)] +2024-10-13 14:31:51,063 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 39161] [top5_cnt 47131] [top_all 50000] +2024-10-13 14:31:51,064 - net: 78.322 (94.262) +2024-10-13 14:32:03,484 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40211] [top5_cnt 47684] [top_all 50000] +2024-10-13 14:32:03,484 - net_E: 80.422 (95.368) +2024-10-13 14:32:03,640 - Max [top1: 78.322 (epoch: 223)] [top1-ema: 80.426 (epoch: 222)] +2024-10-13 14:32:03,640 - ==> Total time: 18:58:30 Eta: 6:33:07 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:32:16,398 - Train: 74.34% [279000/375300] [223.0/300.0] [batch_t 0.187 (0.254)] [data_t 0.009] [optim_t 0.178] [lr 0.000487] [CE 3.359 (3.229)] [KD 0.000 (0.000)] +2024-10-13 14:32:27,334 - Train: 74.35% [279050/375300] [223.1/300.0] [batch_t 0.225 (0.219)] [data_t 0.045] [optim_t 0.180] [lr 0.000486] [CE 3.511 (3.236)] [KD 0.000 (0.000)] +2024-10-13 14:32:39,421 - Train: 74.37% [279100/375300] [223.1/300.0] [batch_t 0.193 (0.242)] [data_t 0.009] [optim_t 0.184] [lr 0.000486] [CE 3.468 (3.215)] [KD 0.000 (0.000)] +2024-10-13 14:32:51,174 - Train: 74.38% [279150/375300] [223.1/300.0] [batch_t 0.187 (0.235)] [data_t 0.009] [optim_t 0.178] [lr 0.000486] [CE 3.069 (3.253)] [KD 0.000 (0.000)] +2024-10-13 14:33:02,918 - Train: 74.39% [279200/375300] [223.2/300.0] [batch_t 0.282 (0.235)] [data_t 0.009] [optim_t 0.273] [lr 0.000485] [CE 3.304 (3.208)] [KD 0.000 (0.000)] +2024-10-13 14:33:14,607 - Train: 74.41% [279250/375300] [223.2/300.0] [batch_t 0.268 (0.234)] [data_t 0.009] [optim_t 0.259] [lr 0.000485] [CE 3.255 (3.267)] [KD 0.000 (0.000)] +2024-10-13 14:33:26,539 - Train: 74.42% [279300/375300] [223.3/300.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.237] [lr 0.000484] [CE 3.052 (3.277)] [KD 0.000 (0.000)] +2024-10-13 14:33:38,546 - Train: 74.43% [279350/375300] [223.3/300.0] [batch_t 0.191 (0.240)] [data_t 0.009] [optim_t 0.182] [lr 0.000484] [CE 3.258 (3.203)] [KD 0.000 (0.000)] +2024-10-13 14:33:50,470 - Train: 74.45% [279400/375300] [223.3/300.0] [batch_t 0.245 (0.238)] [data_t 0.068] [optim_t 0.178] [lr 0.000483] [CE 3.217 (3.203)] [KD 0.000 (0.000)] +2024-10-13 14:34:02,494 - Train: 74.46% [279450/375300] [223.4/300.0] [batch_t 0.211 (0.240)] [data_t 0.036] [optim_t 0.175] [lr 0.000483] [CE 3.066 (3.246)] [KD 0.000 (0.000)] +2024-10-13 14:34:14,353 - Train: 74.47% [279500/375300] [223.4/300.0] [batch_t 0.189 (0.237)] [data_t 0.009] [optim_t 0.181] [lr 0.000482] [CE 3.109 (3.235)] [KD 0.000 (0.000)] +2024-10-13 14:34:26,369 - Train: 74.49% [279550/375300] [223.5/300.0] [batch_t 0.260 (0.240)] [data_t 0.085] [optim_t 0.175] [lr 0.000482] [CE 3.437 (3.295)] [KD 0.000 (0.000)] +2024-10-13 14:34:38,501 - Train: 74.50% [279600/375300] [223.5/300.0] [batch_t 0.273 (0.243)] [data_t 0.097] [optim_t 0.176] [lr 0.000482] [CE 2.983 (3.201)] [KD 0.000 (0.000)] +2024-10-13 14:34:50,606 - Train: 74.51% [279650/375300] [223.5/300.0] [batch_t 0.246 (0.242)] [data_t 0.066] [optim_t 0.179] [lr 0.000481] [CE 3.665 (3.308)] [KD 0.000 (0.000)] +2024-10-13 14:35:02,652 - Train: 74.53% [279700/375300] [223.6/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.000481] [CE 3.039 (3.234)] [KD 0.000 (0.000)] +2024-10-13 14:35:14,641 - Train: 74.54% [279750/375300] [223.6/300.0] [batch_t 0.257 (0.240)] [data_t 0.083] [optim_t 0.174] [lr 0.000480] [CE 3.161 (3.288)] [KD 0.000 (0.000)] +2024-10-13 14:35:26,851 - Train: 74.55% [279800/375300] [223.7/300.0] [batch_t 0.261 (0.244)] [data_t 0.085] [optim_t 0.176] [lr 0.000480] [CE 3.386 (3.308)] [KD 0.000 (0.000)] +2024-10-13 14:35:39,115 - Train: 74.57% [279850/375300] [223.7/300.0] [batch_t 0.232 (0.245)] [data_t 0.052] [optim_t 0.180] [lr 0.000479] [CE 3.579 (3.257)] [KD 0.000 (0.000)] +2024-10-13 14:35:51,368 - Train: 74.58% [279900/375300] [223.7/300.0] [batch_t 0.190 (0.245)] [data_t 0.009] [optim_t 0.181] [lr 0.000479] [CE 3.399 (3.298)] [KD 0.000 (0.000)] +2024-10-13 14:36:03,526 - Train: 74.59% [279950/375300] [223.8/300.0] [batch_t 0.202 (0.243)] [data_t 0.027] [optim_t 0.175] [lr 0.000478] [CE 2.952 (3.224)] [KD 0.000 (0.000)] +2024-10-13 14:36:15,664 - Train: 74.61% [280000/375300] [223.8/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.179] [lr 0.000478] [CE 3.289 (3.235)] [KD 0.000 (0.000)] +2024-10-13 14:36:27,878 - Train: 74.62% [280050/375300] [223.9/300.0] [batch_t 0.215 (0.244)] [data_t 0.038] [optim_t 0.177] [lr 0.000478] [CE 3.178 (3.224)] [KD 0.000 (0.000)] +2024-10-13 14:36:40,281 - Train: 74.63% [280100/375300] [223.9/300.0] [batch_t 0.277 (0.248)] [data_t 0.099] [optim_t 0.177] [lr 0.000477] [CE 3.164 (3.240)] [KD 0.000 (0.000)] +2024-10-13 14:36:52,800 - Train: 74.65% [280150/375300] [223.9/300.0] [batch_t 0.234 (0.250)] [data_t 0.055] [optim_t 0.179] [lr 0.000477] [CE 3.294 (3.280)] [KD 0.000 (0.000)] +2024-10-13 14:37:04,970 - Train: 74.66% [280200/375300] [224.0/300.0] [batch_t 0.229 (0.243)] [data_t 0.052] [optim_t 0.177] [lr 0.000476] [CE 3.346 (3.272)] [KD 0.000 (0.000)] +2024-10-13 14:37:22,400 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 38914] [top5_cnt 47186] [top_all 50000] +2024-10-13 14:37:22,401 - net: 77.828 (94.372) +2024-10-13 14:37:34,812 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40246] [top5_cnt 47692] [top_all 50000] +2024-10-13 14:37:34,813 - net_E: 80.492 (95.384) +2024-10-13 14:37:34,969 - Max [top1: 78.322 (epoch: 223)] [top1-ema: 80.492 (epoch: 224)] +2024-10-13 14:37:34,970 - ==> Total time: 19:04:01 Eta: 6:28:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:37:45,765 - Train: 74.67% [280250/375300] [224.0/300.0] [batch_t 0.423 (0.257)] [data_t 0.009] [optim_t 0.414] [lr 0.000476] [CE 3.026 (3.221)] [KD 0.000 (0.000)] +2024-10-13 14:37:57,929 - Train: 74.69% [280300/375300] [224.1/300.0] [batch_t 0.237 (0.243)] [data_t 0.009] [optim_t 0.228] [lr 0.000475] [CE 3.434 (3.251)] [KD 0.000 (0.000)] +2024-10-13 14:38:10,746 - Train: 74.70% [280350/375300] [224.1/300.0] [batch_t 0.296 (0.256)] [data_t 0.009] [optim_t 0.287] [lr 0.000475] [CE 3.299 (3.200)] [KD 0.000 (0.000)] +2024-10-13 14:38:23,038 - Train: 74.71% [280400/375300] [224.1/300.0] [batch_t 0.190 (0.246)] [data_t 0.009] [optim_t 0.181] [lr 0.000474] [CE 3.200 (3.205)] [KD 0.000 (0.000)] +2024-10-13 14:38:34,925 - Train: 74.73% [280450/375300] [224.2/300.0] [batch_t 0.209 (0.238)] [data_t 0.009] [optim_t 0.200] [lr 0.000474] [CE 3.471 (3.290)] [KD 0.000 (0.000)] +2024-10-13 14:38:46,455 - Train: 74.74% [280500/375300] [224.2/300.0] [batch_t 0.190 (0.230)] [data_t 0.009] [optim_t 0.181] [lr 0.000474] [CE 3.092 (3.224)] [KD 0.000 (0.000)] +2024-10-13 14:38:58,404 - Train: 74.75% [280550/375300] [224.3/300.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000473] [CE 3.392 (3.221)] [KD 0.000 (0.000)] +2024-10-13 14:39:10,424 - Train: 74.77% [280600/375300] [224.3/300.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.000473] [CE 3.192 (3.295)] [KD 0.000 (0.000)] +2024-10-13 14:39:22,482 - Train: 74.78% [280650/375300] [224.3/300.0] [batch_t 0.304 (0.241)] [data_t 0.009] [optim_t 0.296] [lr 0.000472] [CE 3.071 (3.208)] [KD 0.000 (0.000)] +2024-10-13 14:39:34,422 - Train: 74.79% [280700/375300] [224.4/300.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000472] [CE 3.482 (3.210)] [KD 0.000 (0.000)] +2024-10-13 14:39:46,431 - Train: 74.81% [280750/375300] [224.4/300.0] [batch_t 0.192 (0.240)] [data_t 0.009] [optim_t 0.183] [lr 0.000471] [CE 3.196 (3.259)] [KD 0.000 (0.000)] +2024-10-13 14:39:58,440 - Train: 74.82% [280800/375300] [224.5/300.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000471] [CE 3.222 (3.253)] [KD 0.000 (0.000)] +2024-10-13 14:40:10,008 - Train: 74.83% [280850/375300] [224.5/300.0] [batch_t 0.236 (0.231)] [data_t 0.009] [optim_t 0.227] [lr 0.000470] [CE 3.225 (3.229)] [KD 0.000 (0.000)] +2024-10-13 14:40:22,087 - Train: 74.85% [280900/375300] [224.5/300.0] [batch_t 0.300 (0.241)] [data_t 0.009] [optim_t 0.291] [lr 0.000470] [CE 3.591 (3.264)] [KD 0.000 (0.000)] +2024-10-13 14:40:34,114 - Train: 74.86% [280950/375300] [224.6/300.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000470] [CE 3.473 (3.228)] [KD 0.000 (0.000)] +2024-10-13 14:40:46,465 - Train: 74.87% [281000/375300] [224.6/300.0] [batch_t 0.321 (0.247)] [data_t 0.009] [optim_t 0.312] [lr 0.000469] [CE 3.414 (3.295)] [KD 0.000 (0.000)] +2024-10-13 14:40:59,144 - Train: 74.89% [281050/375300] [224.7/300.0] [batch_t 0.189 (0.253)] [data_t 0.009] [optim_t 0.180] [lr 0.000469] [CE 2.899 (3.275)] [KD 0.000 (0.000)] +2024-10-13 14:41:11,620 - Train: 74.90% [281100/375300] [224.7/300.0] [batch_t 0.246 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.000468] [CE 3.520 (3.258)] [KD 0.000 (0.000)] +2024-10-13 14:41:24,388 - Train: 74.91% [281150/375300] [224.7/300.0] [batch_t 0.260 (0.255)] [data_t 0.009] [optim_t 0.251] [lr 0.000468] [CE 3.185 (3.220)] [KD 0.000 (0.000)] +2024-10-13 14:41:37,137 - Train: 74.93% [281200/375300] [224.8/300.0] [batch_t 0.254 (0.255)] [data_t 0.009] [optim_t 0.245] [lr 0.000467] [CE 3.277 (3.239)] [KD 0.000 (0.000)] +2024-10-13 14:41:49,665 - Train: 74.94% [281250/375300] [224.8/300.0] [batch_t 0.313 (0.250)] [data_t 0.009] [optim_t 0.304] [lr 0.000467] [CE 3.142 (3.248)] [KD 0.000 (0.000)] +2024-10-13 14:42:01,949 - Train: 74.95% [281300/375300] [224.9/300.0] [batch_t 0.252 (0.246)] [data_t 0.009] [optim_t 0.243] [lr 0.000466] [CE 3.312 (3.285)] [KD 0.000 (0.000)] +2024-10-13 14:42:14,272 - Train: 74.97% [281350/375300] [224.9/300.0] [batch_t 0.187 (0.246)] [data_t 0.009] [optim_t 0.178] [lr 0.000466] [CE 3.294 (3.245)] [KD 0.000 (0.000)] +2024-10-13 14:42:26,721 - Train: 74.98% [281400/375300] [224.9/300.0] [batch_t 0.261 (0.249)] [data_t 0.009] [optim_t 0.252] [lr 0.000466] [CE 3.182 (3.207)] [KD 0.000 (0.000)] +2024-10-13 14:42:39,036 - Train: 74.99% [281450/375300] [225.0/300.0] [batch_t 0.188 (0.246)] [data_t 0.009] [optim_t 0.179] [lr 0.000465] [CE 3.296 (3.252)] [KD 0.000 (0.000)] +2024-10-13 14:42:57,276 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 39104] [top5_cnt 47156] [top_all 50000] +2024-10-13 14:42:57,276 - net: 78.208 (94.312) +2024-10-13 14:43:10,010 - Test (net_E): 100.00% [50/50] [batch_t 0.075 (0.248)] [top1_cnt 40247] [top5_cnt 47725] [top_all 50000] +2024-10-13 14:43:10,010 - net_E: 80.494 (95.450) +2024-10-13 14:43:10,172 - Max [top1: 78.322 (epoch: 223)] [top1-ema: 80.494 (epoch: 225)] +2024-10-13 14:43:10,173 - ==> Total time: 19:09:37 Eta: 6:23:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:43:21,748 - Train: 75.01% [281500/375300] [225.0/300.0] [batch_t 0.510 (0.269)] [data_t 0.336] [optim_t 0.175] [lr 0.000465] [CE 3.207 (3.263)] [KD 0.000 (0.000)] +2024-10-13 14:43:33,797 - Train: 75.02% [281550/375300] [225.1/300.0] [batch_t 0.265 (0.241)] [data_t 0.085] [optim_t 0.180] [lr 0.000464] [CE 3.240 (3.248)] [KD 0.000 (0.000)] +2024-10-13 14:43:46,024 - Train: 75.03% [281600/375300] [225.1/300.0] [batch_t 0.236 (0.244)] [data_t 0.057] [optim_t 0.179] [lr 0.000464] [CE 3.159 (3.226)] [KD 0.000 (0.000)] +2024-10-13 14:43:58,602 - Train: 75.05% [281650/375300] [225.1/300.0] [batch_t 0.214 (0.251)] [data_t 0.035] [optim_t 0.179] [lr 0.000463] [CE 3.106 (3.198)] [KD 0.000 (0.000)] +2024-10-13 14:44:10,532 - Train: 75.06% [281700/375300] [225.2/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.000463] [CE 3.089 (3.275)] [KD 0.000 (0.000)] +2024-10-13 14:44:22,755 - Train: 75.07% [281750/375300] [225.2/300.0] [batch_t 0.208 (0.244)] [data_t 0.029] [optim_t 0.179] [lr 0.000463] [CE 2.959 (3.260)] [KD 0.000 (0.000)] +2024-10-13 14:44:35,061 - Train: 75.09% [281800/375300] [225.3/300.0] [batch_t 0.293 (0.246)] [data_t 0.121] [optim_t 0.172] [lr 0.000462] [CE 3.304 (3.279)] [KD 0.000 (0.000)] +2024-10-13 14:44:47,505 - Train: 75.10% [281850/375300] [225.3/300.0] [batch_t 0.194 (0.249)] [data_t 0.009] [optim_t 0.185] [lr 0.000462] [CE 3.158 (3.220)] [KD 0.000 (0.000)] +2024-10-13 14:44:59,678 - Train: 75.11% [281900/375300] [225.3/300.0] [batch_t 0.200 (0.243)] [data_t 0.020] [optim_t 0.180] [lr 0.000461] [CE 2.686 (3.227)] [KD 0.000 (0.000)] +2024-10-13 14:45:11,996 - Train: 75.13% [281950/375300] [225.4/300.0] [batch_t 0.187 (0.246)] [data_t 0.009] [optim_t 0.178] [lr 0.000461] [CE 3.089 (3.240)] [KD 0.000 (0.000)] +2024-10-13 14:45:24,220 - Train: 75.14% [282000/375300] [225.4/300.0] [batch_t 0.234 (0.244)] [data_t 0.058] [optim_t 0.175] [lr 0.000460] [CE 3.009 (3.221)] [KD 0.000 (0.000)] +2024-10-13 14:45:36,327 - Train: 75.15% [282050/375300] [225.5/300.0] [batch_t 0.241 (0.242)] [data_t 0.060] [optim_t 0.182] [lr 0.000460] [CE 3.281 (3.227)] [KD 0.000 (0.000)] +2024-10-13 14:45:48,361 - Train: 75.17% [282100/375300] [225.5/300.0] [batch_t 0.230 (0.241)] [data_t 0.052] [optim_t 0.178] [lr 0.000459] [CE 3.404 (3.267)] [KD 0.000 (0.000)] +2024-10-13 14:46:00,647 - Train: 75.18% [282150/375300] [225.5/300.0] [batch_t 0.269 (0.246)] [data_t 0.092] [optim_t 0.176] [lr 0.000459] [CE 3.194 (3.202)] [KD 0.000 (0.000)] +2024-10-13 14:46:12,727 - Train: 75.19% [282200/375300] [225.6/300.0] [batch_t 0.242 (0.241)] [data_t 0.067] [optim_t 0.175] [lr 0.000459] [CE 3.208 (3.249)] [KD 0.000 (0.000)] +2024-10-13 14:46:24,897 - Train: 75.21% [282250/375300] [225.6/300.0] [batch_t 0.250 (0.243)] [data_t 0.070] [optim_t 0.179] [lr 0.000458] [CE 3.078 (3.233)] [KD 0.000 (0.000)] +2024-10-13 14:46:37,075 - Train: 75.22% [282300/375300] [225.7/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.000458] [CE 3.125 (3.257)] [KD 0.000 (0.000)] +2024-10-13 14:46:49,030 - Train: 75.23% [282350/375300] [225.7/300.0] [batch_t 0.189 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.000457] [CE 3.374 (3.244)] [KD 0.000 (0.000)] +2024-10-13 14:47:01,182 - Train: 75.25% [282400/375300] [225.7/300.0] [batch_t 0.249 (0.243)] [data_t 0.073] [optim_t 0.176] [lr 0.000457] [CE 3.444 (3.250)] [KD 0.000 (0.000)] +2024-10-13 14:47:13,275 - Train: 75.26% [282450/375300] [225.8/300.0] [batch_t 0.262 (0.242)] [data_t 0.084] [optim_t 0.177] [lr 0.000456] [CE 3.336 (3.226)] [KD 0.000 (0.000)] +2024-10-13 14:47:25,468 - Train: 75.27% [282500/375300] [225.8/300.0] [batch_t 0.221 (0.244)] [data_t 0.043] [optim_t 0.178] [lr 0.000456] [CE 3.410 (3.244)] [KD 0.000 (0.000)] +2024-10-13 14:47:37,494 - Train: 75.29% [282550/375300] [225.9/300.0] [batch_t 0.263 (0.240)] [data_t 0.085] [optim_t 0.178] [lr 0.000456] [CE 3.529 (3.287)] [KD 0.000 (0.000)] +2024-10-13 14:47:49,536 - Train: 75.30% [282600/375300] [225.9/300.0] [batch_t 0.192 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.000455] [CE 3.139 (3.259)] [KD 0.000 (0.000)] +2024-10-13 14:48:01,060 - Train: 75.31% [282650/375300] [225.9/300.0] [batch_t 0.188 (0.230)] [data_t 0.009] [optim_t 0.180] [lr 0.000455] [CE 3.138 (3.213)] [KD 0.000 (0.000)] +2024-10-13 14:48:13,083 - Train: 75.33% [282700/375300] [226.0/300.0] [batch_t 0.530 (0.240)] [data_t 0.349] [optim_t 0.181] [lr 0.000454] [CE 3.032 (3.241)] [KD 0.000 (0.000)] +2024-10-13 14:48:30,886 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 38923] [top5_cnt 47099] [top_all 50000] +2024-10-13 14:48:30,886 - net: 77.846 (94.198) +2024-10-13 14:48:43,098 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40260] [top5_cnt 47731] [top_all 50000] +2024-10-13 14:48:43,099 - net_E: 80.520 (95.462) +2024-10-13 14:48:43,244 - Max [top1: 78.322 (epoch: 223)] [top1-ema: 80.520 (epoch: 226)] +2024-10-13 14:48:43,244 - ==> Total time: 19:15:10 Eta: 6:18:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:48:53,300 - Train: 75.34% [282750/375300] [226.0/300.0] [batch_t 0.188 (0.250)] [data_t 0.009] [optim_t 0.179] [lr 0.000454] [CE 2.974 (3.270)] [KD 0.000 (0.000)] +2024-10-13 14:49:05,720 - Train: 75.35% [282800/375300] [226.1/300.0] [batch_t 0.193 (0.248)] [data_t 0.009] [optim_t 0.184] [lr 0.000453] [CE 3.507 (3.186)] [KD 0.000 (0.000)] +2024-10-13 14:49:17,697 - Train: 75.37% [282850/375300] [226.1/300.0] [batch_t 0.277 (0.239)] [data_t 0.009] [optim_t 0.268] [lr 0.000453] [CE 3.337 (3.237)] [KD 0.000 (0.000)] +2024-10-13 14:49:29,901 - Train: 75.38% [282900/375300] [226.1/300.0] [batch_t 0.562 (0.244)] [data_t 0.009] [optim_t 0.553] [lr 0.000453] [CE 3.494 (3.196)] [KD 0.000 (0.000)] +2024-10-13 14:49:41,817 - Train: 75.39% [282950/375300] [226.2/300.0] [batch_t 0.188 (0.238)] [data_t 0.009] [optim_t 0.179] [lr 0.000452] [CE 3.219 (3.236)] [KD 0.000 (0.000)] +2024-10-13 14:49:53,812 - Train: 75.41% [283000/375300] [226.2/300.0] [batch_t 0.189 (0.240)] [data_t 0.009] [optim_t 0.180] [lr 0.000452] [CE 3.119 (3.230)] [KD 0.000 (0.000)] +2024-10-13 14:50:05,688 - Train: 75.42% [283050/375300] [226.3/300.0] [batch_t 0.224 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.000451] [CE 3.059 (3.212)] [KD 0.000 (0.000)] +2024-10-13 14:50:17,704 - Train: 75.43% [283100/375300] [226.3/300.0] [batch_t 0.186 (0.240)] [data_t 0.009] [optim_t 0.177] [lr 0.000451] [CE 3.288 (3.245)] [KD 0.000 (0.000)] +2024-10-13 14:50:29,799 - Train: 75.45% [283150/375300] [226.3/300.0] [batch_t 0.259 (0.242)] [data_t 0.009] [optim_t 0.250] [lr 0.000450] [CE 3.338 (3.257)] [KD 0.000 (0.000)] +2024-10-13 14:50:41,814 - Train: 75.46% [283200/375300] [226.4/300.0] [batch_t 0.188 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.000450] [CE 2.826 (3.281)] [KD 0.000 (0.000)] +2024-10-13 14:50:53,957 - Train: 75.47% [283250/375300] [226.4/300.0] [batch_t 0.190 (0.243)] [data_t 0.009] [optim_t 0.181] [lr 0.000449] [CE 3.278 (3.234)] [KD 0.000 (0.000)] +2024-10-13 14:51:05,826 - Train: 75.49% [283300/375300] [226.5/300.0] [batch_t 0.254 (0.237)] [data_t 0.009] [optim_t 0.245] [lr 0.000449] [CE 3.044 (3.218)] [KD 0.000 (0.000)] +2024-10-13 14:51:17,961 - Train: 75.50% [283350/375300] [226.5/300.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.246] [lr 0.000449] [CE 3.269 (3.243)] [KD 0.000 (0.000)] +2024-10-13 14:51:29,744 - Train: 75.51% [283400/375300] [226.5/300.0] [batch_t 0.185 (0.236)] [data_t 0.009] [optim_t 0.176] [lr 0.000448] [CE 3.261 (3.237)] [KD 0.000 (0.000)] +2024-10-13 14:51:41,590 - Train: 75.53% [283450/375300] [226.6/300.0] [batch_t 0.324 (0.237)] [data_t 0.009] [optim_t 0.315] [lr 0.000448] [CE 3.062 (3.235)] [KD 0.000 (0.000)] +2024-10-13 14:51:53,609 - Train: 75.54% [283500/375300] [226.6/300.0] [batch_t 0.342 (0.240)] [data_t 0.009] [optim_t 0.333] [lr 0.000447] [CE 3.089 (3.218)] [KD 0.000 (0.000)] +2024-10-13 14:52:05,490 - Train: 75.55% [283550/375300] [226.7/300.0] [batch_t 0.186 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.000447] [CE 3.027 (3.237)] [KD 0.000 (0.000)] +2024-10-13 14:52:17,391 - Train: 75.57% [283600/375300] [226.7/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.000446] [CE 3.594 (3.216)] [KD 0.000 (0.000)] +2024-10-13 14:52:29,547 - Train: 75.58% [283650/375300] [226.7/300.0] [batch_t 0.218 (0.243)] [data_t 0.009] [optim_t 0.209] [lr 0.000446] [CE 2.701 (3.234)] [KD 0.000 (0.000)] +2024-10-13 14:52:42,114 - Train: 75.59% [283700/375300] [226.8/300.0] [batch_t 0.194 (0.251)] [data_t 0.009] [optim_t 0.185] [lr 0.000446] [CE 2.918 (3.310)] [KD 0.000 (0.000)] +2024-10-13 14:52:54,192 - Train: 75.61% [283750/375300] [226.8/300.0] [batch_t 0.237 (0.241)] [data_t 0.009] [optim_t 0.228] [lr 0.000445] [CE 3.221 (3.247)] [KD 0.000 (0.000)] +2024-10-13 14:53:06,287 - Train: 75.62% [283800/375300] [226.9/300.0] [batch_t 0.267 (0.242)] [data_t 0.009] [optim_t 0.258] [lr 0.000445] [CE 3.522 (3.238)] [KD 0.000 (0.000)] +2024-10-13 14:53:18,393 - Train: 75.63% [283850/375300] [226.9/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.000444] [CE 3.283 (3.199)] [KD 0.000 (0.000)] +2024-10-13 14:53:30,506 - Train: 75.65% [283900/375300] [226.9/300.0] [batch_t 0.265 (0.242)] [data_t 0.009] [optim_t 0.256] [lr 0.000444] [CE 3.218 (3.229)] [KD 0.000 (0.000)] +2024-10-13 14:53:42,646 - Train: 75.66% [283950/375300] [227.0/300.0] [batch_t 0.262 (0.243)] [data_t 0.009] [optim_t 0.253] [lr 0.000443] [CE 3.196 (3.245)] [KD 0.000 (0.000)] +2024-10-13 14:54:00,759 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39118] [top5_cnt 47179] [top_all 50000] +2024-10-13 14:54:00,760 - net: 78.236 (94.358) +2024-10-13 14:54:13,485 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.248)] [top1_cnt 40259] [top5_cnt 47709] [top_all 50000] +2024-10-13 14:54:13,485 - net_E: 80.518 (95.418) +2024-10-13 14:54:13,638 - Max [top1: 78.322 (epoch: 223)] [top1-ema: 80.520 (epoch: 226)] +2024-10-13 14:54:13,639 - ==> Total time: 19:20:40 Eta: 6:13:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:54:22,397 - Train: 75.67% [284000/375300] [227.0/300.0] [batch_t 0.188 (0.300)] [data_t 0.009] [optim_t 0.179] [lr 0.000443] [CE 3.248 (3.277)] [KD 0.000 (0.000)] +2024-10-13 14:54:33,399 - Train: 75.69% [284050/375300] [227.1/300.0] [batch_t 0.206 (0.220)] [data_t 0.009] [optim_t 0.197] [lr 0.000443] [CE 3.165 (3.177)] [KD 0.000 (0.000)] +2024-10-13 14:54:44,476 - Train: 75.70% [284100/375300] [227.1/300.0] [batch_t 0.234 (0.221)] [data_t 0.009] [optim_t 0.224] [lr 0.000442] [CE 2.937 (3.222)] [KD 0.000 (0.000)] +2024-10-13 14:54:55,865 - Train: 75.71% [284150/375300] [227.1/300.0] [batch_t 0.232 (0.228)] [data_t 0.009] [optim_t 0.223] [lr 0.000442] [CE 2.948 (3.225)] [KD 0.000 (0.000)] +2024-10-13 14:55:07,374 - Train: 75.73% [284200/375300] [227.2/300.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.217] [lr 0.000441] [CE 3.057 (3.212)] [KD 0.000 (0.000)] +2024-10-13 14:55:19,272 - Train: 75.74% [284250/375300] [227.2/300.0] [batch_t 0.258 (0.238)] [data_t 0.009] [optim_t 0.249] [lr 0.000441] [CE 3.176 (3.239)] [KD 0.000 (0.000)] +2024-10-13 14:55:31,033 - Train: 75.75% [284300/375300] [227.3/300.0] [batch_t 0.240 (0.235)] [data_t 0.009] [optim_t 0.231] [lr 0.000440] [CE 3.392 (3.238)] [KD 0.000 (0.000)] +2024-10-13 14:55:42,739 - Train: 75.77% [284350/375300] [227.3/300.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.000440] [CE 2.817 (3.237)] [KD 0.000 (0.000)] +2024-10-13 14:55:54,452 - Train: 75.78% [284400/375300] [227.3/300.0] [batch_t 0.234 (0.234)] [data_t 0.009] [optim_t 0.225] [lr 0.000440] [CE 3.220 (3.193)] [KD 0.000 (0.000)] +2024-10-13 14:56:06,452 - Train: 75.79% [284450/375300] [227.4/300.0] [batch_t 0.194 (0.240)] [data_t 0.009] [optim_t 0.184] [lr 0.000439] [CE 3.477 (3.271)] [KD 0.000 (0.000)] +2024-10-13 14:56:18,020 - Train: 75.81% [284500/375300] [227.4/300.0] [batch_t 0.227 (0.231)] [data_t 0.009] [optim_t 0.218] [lr 0.000439] [CE 3.187 (3.181)] [KD 0.000 (0.000)] +2024-10-13 14:56:29,721 - Train: 75.82% [284550/375300] [227.5/300.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.000438] [CE 3.197 (3.245)] [KD 0.000 (0.000)] +2024-10-13 14:56:41,450 - Train: 75.83% [284600/375300] [227.5/300.0] [batch_t 0.230 (0.234)] [data_t 0.009] [optim_t 0.221] [lr 0.000438] [CE 3.337 (3.222)] [KD 0.000 (0.000)] +2024-10-13 14:56:53,164 - Train: 75.85% [284650/375300] [227.5/300.0] [batch_t 0.215 (0.234)] [data_t 0.009] [optim_t 0.207] [lr 0.000437] [CE 3.033 (3.240)] [KD 0.000 (0.000)] +2024-10-13 14:57:05,004 - Train: 75.86% [284700/375300] [227.6/300.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.000437] [CE 3.023 (3.208)] [KD 0.000 (0.000)] +2024-10-13 14:57:16,959 - Train: 75.87% [284750/375300] [227.6/300.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000437] [CE 3.318 (3.223)] [KD 0.000 (0.000)] +2024-10-13 14:57:28,715 - Train: 75.89% [284800/375300] [227.7/300.0] [batch_t 0.195 (0.235)] [data_t 0.009] [optim_t 0.186] [lr 0.000436] [CE 3.219 (3.216)] [KD 0.000 (0.000)] +2024-10-13 14:57:40,630 - Train: 75.90% [284850/375300] [227.7/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.000436] [CE 3.197 (3.261)] [KD 0.000 (0.000)] +2024-10-13 14:57:52,498 - Train: 75.91% [284900/375300] [227.7/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.178] [lr 0.000435] [CE 3.399 (3.295)] [KD 0.000 (0.000)] +2024-10-13 14:58:04,066 - Train: 75.93% [284950/375300] [227.8/300.0] [batch_t 0.191 (0.231)] [data_t 0.009] [optim_t 0.182] [lr 0.000435] [CE 3.267 (3.274)] [KD 0.000 (0.000)] +2024-10-13 14:58:15,700 - Train: 75.94% [285000/375300] [227.8/300.0] [batch_t 0.190 (0.233)] [data_t 0.009] [optim_t 0.181] [lr 0.000434] [CE 3.462 (3.239)] [KD 0.000 (0.000)] +2024-10-13 14:58:27,491 - Train: 75.95% [285050/375300] [227.9/300.0] [batch_t 0.248 (0.236)] [data_t 0.009] [optim_t 0.239] [lr 0.000434] [CE 3.345 (3.256)] [KD 0.000 (0.000)] +2024-10-13 14:58:39,272 - Train: 75.97% [285100/375300] [227.9/300.0] [batch_t 0.256 (0.235)] [data_t 0.009] [optim_t 0.247] [lr 0.000434] [CE 3.090 (3.250)] [KD 0.000 (0.000)] +2024-10-13 14:58:51,147 - Train: 75.98% [285150/375300] [227.9/300.0] [batch_t 0.269 (0.237)] [data_t 0.009] [optim_t 0.260] [lr 0.000433] [CE 3.140 (3.274)] [KD 0.000 (0.000)] +2024-10-13 14:59:03,137 - Train: 75.99% [285200/375300] [228.0/300.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.000433] [CE 3.265 (3.265)] [KD 0.000 (0.000)] +2024-10-13 14:59:22,469 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 39271] [top5_cnt 47244] [top_all 50000] +2024-10-13 14:59:22,469 - net: 78.542 (94.488) +2024-10-13 14:59:34,819 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40267] [top5_cnt 47720] [top_all 50000] +2024-10-13 14:59:34,820 - net_E: 80.534 (95.440) +2024-10-13 14:59:34,970 - Max [top1: 78.542 (epoch: 228)] [top1-ema: 80.534 (epoch: 228)] +2024-10-13 14:59:34,970 - ==> Total time: 19:26:01 Eta: 6:08:13 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 14:59:46,685 - Train: 76.01% [285250/375300] [228.0/300.0] [batch_t 0.187 (0.248)] [data_t 0.009] [optim_t 0.178] [lr 0.000432] [CE 3.296 (3.247)] [KD 0.000 (0.000)] +2024-10-13 14:59:58,405 - Train: 76.02% [285300/375300] [228.1/300.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.209] [lr 0.000432] [CE 3.570 (3.252)] [KD 0.000 (0.000)] +2024-10-13 15:00:09,939 - Train: 76.03% [285350/375300] [228.1/300.0] [batch_t 0.191 (0.231)] [data_t 0.009] [optim_t 0.182] [lr 0.000431] [CE 3.012 (3.218)] [KD 0.000 (0.000)] +2024-10-13 15:00:21,513 - Train: 76.05% [285400/375300] [228.1/300.0] [batch_t 0.247 (0.231)] [data_t 0.009] [optim_t 0.238] [lr 0.000431] [CE 3.540 (3.233)] [KD 0.000 (0.000)] +2024-10-13 15:00:33,157 - Train: 76.06% [285450/375300] [228.2/300.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000431] [CE 2.706 (3.227)] [KD 0.000 (0.000)] +2024-10-13 15:00:44,824 - Train: 76.07% [285500/375300] [228.2/300.0] [batch_t 0.200 (0.233)] [data_t 0.009] [optim_t 0.191] [lr 0.000430] [CE 3.074 (3.146)] [KD 0.000 (0.000)] +2024-10-13 15:00:56,620 - Train: 76.09% [285550/375300] [228.3/300.0] [batch_t 0.210 (0.236)] [data_t 0.009] [optim_t 0.201] [lr 0.000430] [CE 3.451 (3.204)] [KD 0.000 (0.000)] +2024-10-13 15:01:08,383 - Train: 76.10% [285600/375300] [228.3/300.0] [batch_t 0.223 (0.235)] [data_t 0.009] [optim_t 0.214] [lr 0.000429] [CE 3.424 (3.258)] [KD 0.000 (0.000)] +2024-10-13 15:01:20,077 - Train: 76.11% [285650/375300] [228.3/300.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.000429] [CE 3.097 (3.223)] [KD 0.000 (0.000)] +2024-10-13 15:01:31,869 - Train: 76.13% [285700/375300] [228.4/300.0] [batch_t 0.201 (0.236)] [data_t 0.009] [optim_t 0.192] [lr 0.000428] [CE 3.046 (3.235)] [KD 0.000 (0.000)] +2024-10-13 15:01:43,383 - Train: 76.14% [285750/375300] [228.4/300.0] [batch_t 0.225 (0.230)] [data_t 0.009] [optim_t 0.216] [lr 0.000428] [CE 3.241 (3.213)] [KD 0.000 (0.000)] +2024-10-13 15:01:55,015 - Train: 76.15% [285800/375300] [228.5/300.0] [batch_t 0.237 (0.233)] [data_t 0.009] [optim_t 0.228] [lr 0.000428] [CE 3.140 (3.242)] [KD 0.000 (0.000)] +2024-10-13 15:02:06,456 - Train: 76.17% [285850/375300] [228.5/300.0] [batch_t 0.268 (0.229)] [data_t 0.009] [optim_t 0.259] [lr 0.000427] [CE 3.466 (3.210)] [KD 0.000 (0.000)] +2024-10-13 15:02:18,019 - Train: 76.18% [285900/375300] [228.5/300.0] [batch_t 0.225 (0.231)] [data_t 0.009] [optim_t 0.216] [lr 0.000427] [CE 3.307 (3.244)] [KD 0.000 (0.000)] +2024-10-13 15:02:29,899 - Train: 76.19% [285950/375300] [228.6/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.178] [lr 0.000426] [CE 3.382 (3.188)] [KD 0.000 (0.000)] +2024-10-13 15:02:41,789 - Train: 76.21% [286000/375300] [228.6/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.000426] [CE 3.231 (3.220)] [KD 0.000 (0.000)] +2024-10-13 15:02:53,669 - Train: 76.22% [286050/375300] [228.7/300.0] [batch_t 0.215 (0.238)] [data_t 0.009] [optim_t 0.205] [lr 0.000426] [CE 3.186 (3.219)] [KD 0.000 (0.000)] +2024-10-13 15:03:05,634 - Train: 76.23% [286100/375300] [228.7/300.0] [batch_t 0.258 (0.239)] [data_t 0.009] [optim_t 0.249] [lr 0.000425] [CE 3.398 (3.248)] [KD 0.000 (0.000)] +2024-10-13 15:03:17,518 - Train: 76.25% [286150/375300] [228.7/300.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000425] [CE 3.385 (3.226)] [KD 0.000 (0.000)] +2024-10-13 15:03:29,778 - Train: 76.26% [286200/375300] [228.8/300.0] [batch_t 0.259 (0.245)] [data_t 0.009] [optim_t 0.250] [lr 0.000424] [CE 3.448 (3.262)] [KD 0.000 (0.000)] +2024-10-13 15:03:41,597 - Train: 76.27% [286250/375300] [228.8/300.0] [batch_t 0.268 (0.236)] [data_t 0.009] [optim_t 0.259] [lr 0.000424] [CE 3.351 (3.262)] [KD 0.000 (0.000)] +2024-10-13 15:03:53,204 - Train: 76.29% [286300/375300] [228.9/300.0] [batch_t 0.201 (0.232)] [data_t 0.009] [optim_t 0.192] [lr 0.000423] [CE 3.202 (3.204)] [KD 0.000 (0.000)] +2024-10-13 15:04:05,116 - Train: 76.30% [286350/375300] [228.9/300.0] [batch_t 0.213 (0.238)] [data_t 0.009] [optim_t 0.204] [lr 0.000423] [CE 3.345 (3.242)] [KD 0.000 (0.000)] +2024-10-13 15:04:17,098 - Train: 76.31% [286400/375300] [228.9/300.0] [batch_t 0.196 (0.240)] [data_t 0.009] [optim_t 0.187] [lr 0.000423] [CE 3.251 (3.266)] [KD 0.000 (0.000)] +2024-10-13 15:04:28,814 - Train: 76.33% [286450/375300] [229.0/300.0] [batch_t 0.279 (0.234)] [data_t 0.009] [optim_t 0.270] [lr 0.000422] [CE 3.108 (3.240)] [KD 0.000 (0.000)] +2024-10-13 15:04:47,310 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39166] [top5_cnt 47205] [top_all 50000] +2024-10-13 15:04:47,310 - net: 78.332 (94.410) +2024-10-13 15:04:59,395 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40245] [top5_cnt 47710] [top_all 50000] +2024-10-13 15:04:59,395 - net_E: 80.490 (95.420) +2024-10-13 15:04:59,532 - Max [top1: 78.542 (epoch: 228)] [top1-ema: 80.534 (epoch: 228)] +2024-10-13 15:04:59,532 - ==> Total time: 19:31:26 Eta: 6:03:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:05:07,258 - Train: 76.34% [286500/375300] [229.0/300.0] [batch_t 0.187 (0.308)] [data_t 0.009] [optim_t 0.178] [lr 0.000422] [CE 3.620 (3.152)] [KD 0.000 (0.000)] +2024-10-13 15:05:18,684 - Train: 76.35% [286550/375300] [229.1/300.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.217] [lr 0.000421] [CE 3.630 (3.177)] [KD 0.000 (0.000)] +2024-10-13 15:05:30,432 - Train: 76.37% [286600/375300] [229.1/300.0] [batch_t 0.230 (0.235)] [data_t 0.009] [optim_t 0.221] [lr 0.000421] [CE 2.938 (3.215)] [KD 0.000 (0.000)] +2024-10-13 15:05:42,327 - Train: 76.38% [286650/375300] [229.1/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.000420] [CE 3.475 (3.253)] [KD 0.000 (0.000)] +2024-10-13 15:05:53,954 - Train: 76.39% [286700/375300] [229.2/300.0] [batch_t 0.225 (0.232)] [data_t 0.009] [optim_t 0.217] [lr 0.000420] [CE 3.431 (3.252)] [KD 0.000 (0.000)] +2024-10-13 15:06:06,330 - Train: 76.41% [286750/375300] [229.2/300.0] [batch_t 0.184 (0.247)] [data_t 0.009] [optim_t 0.175] [lr 0.000420] [CE 3.520 (3.226)] [KD 0.000 (0.000)] +2024-10-13 15:06:17,921 - Train: 76.42% [286800/375300] [229.3/300.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.000419] [CE 3.492 (3.259)] [KD 0.000 (0.000)] +2024-10-13 15:06:29,695 - Train: 76.43% [286850/375300] [229.3/300.0] [batch_t 0.265 (0.235)] [data_t 0.009] [optim_t 0.256] [lr 0.000419] [CE 3.192 (3.194)] [KD 0.000 (0.000)] +2024-10-13 15:06:41,828 - Train: 76.45% [286900/375300] [229.3/300.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.220] [lr 0.000418] [CE 3.398 (3.244)] [KD 0.000 (0.000)] +2024-10-13 15:06:53,618 - Train: 76.46% [286950/375300] [229.4/300.0] [batch_t 0.192 (0.236)] [data_t 0.009] [optim_t 0.183] [lr 0.000418] [CE 3.243 (3.209)] [KD 0.000 (0.000)] +2024-10-13 15:07:05,338 - Train: 76.47% [287000/375300] [229.4/300.0] [batch_t 0.288 (0.234)] [data_t 0.009] [optim_t 0.279] [lr 0.000418] [CE 3.123 (3.271)] [KD 0.000 (0.000)] +2024-10-13 15:07:17,172 - Train: 76.49% [287050/375300] [229.5/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.179] [lr 0.000417] [CE 3.084 (3.221)] [KD 0.000 (0.000)] +2024-10-13 15:07:29,229 - Train: 76.50% [287100/375300] [229.5/300.0] [batch_t 0.471 (0.241)] [data_t 0.009] [optim_t 0.462] [lr 0.000417] [CE 3.252 (3.214)] [KD 0.000 (0.000)] +2024-10-13 15:07:41,048 - Train: 76.51% [287150/375300] [229.5/300.0] [batch_t 0.260 (0.236)] [data_t 0.009] [optim_t 0.251] [lr 0.000416] [CE 3.210 (3.226)] [KD 0.000 (0.000)] +2024-10-13 15:07:52,829 - Train: 76.53% [287200/375300] [229.6/300.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.000416] [CE 3.132 (3.203)] [KD 0.000 (0.000)] +2024-10-13 15:08:04,985 - Train: 76.54% [287250/375300] [229.6/300.0] [batch_t 0.204 (0.243)] [data_t 0.009] [optim_t 0.195] [lr 0.000415] [CE 3.165 (3.223)] [KD 0.000 (0.000)] +2024-10-13 15:08:16,974 - Train: 76.55% [287300/375300] [229.7/300.0] [batch_t 0.207 (0.240)] [data_t 0.009] [optim_t 0.199] [lr 0.000415] [CE 3.055 (3.168)] [KD 0.000 (0.000)] +2024-10-13 15:08:29,189 - Train: 76.57% [287350/375300] [229.7/300.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000415] [CE 3.074 (3.208)] [KD 0.000 (0.000)] +2024-10-13 15:08:41,329 - Train: 76.58% [287400/375300] [229.7/300.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.225] [lr 0.000414] [CE 3.385 (3.264)] [KD 0.000 (0.000)] +2024-10-13 15:08:53,233 - Train: 76.59% [287450/375300] [229.8/300.0] [batch_t 0.249 (0.238)] [data_t 0.009] [optim_t 0.240] [lr 0.000414] [CE 3.069 (3.215)] [KD 0.000 (0.000)] +2024-10-13 15:09:05,215 - Train: 76.61% [287500/375300] [229.8/300.0] [batch_t 0.207 (0.234)] [data_t 0.009] [optim_t 0.198] [lr 0.000413] [CE 3.240 (3.259)] [KD 0.000 (0.000)] +2024-10-13 15:09:17,220 - Train: 76.62% [287550/375300] [229.9/300.0] [batch_t 0.244 (0.240)] [data_t 0.068] [optim_t 0.176] [lr 0.000413] [CE 3.183 (3.256)] [KD 0.000 (0.000)] +2024-10-13 15:09:28,949 - Train: 76.63% [287600/375300] [229.9/300.0] [batch_t 0.252 (0.234)] [data_t 0.009] [optim_t 0.243] [lr 0.000413] [CE 3.192 (3.224)] [KD 0.000 (0.000)] +2024-10-13 15:09:40,939 - Train: 76.65% [287650/375300] [229.9/300.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.000412] [CE 3.256 (3.214)] [KD 0.000 (0.000)] +2024-10-13 15:09:52,994 - Train: 76.66% [287700/375300] [230.0/300.0] [batch_t 0.222 (0.241)] [data_t 0.009] [optim_t 0.213] [lr 0.000412] [CE 3.214 (3.219)] [KD 0.000 (0.000)] +2024-10-13 15:10:12,194 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 39236] [top5_cnt 47259] [top_all 50000] +2024-10-13 15:10:12,195 - net: 78.472 (94.518) +2024-10-13 15:10:24,382 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40283] [top5_cnt 47699] [top_all 50000] +2024-10-13 15:10:24,382 - net_E: 80.566 (95.398) +2024-10-13 15:10:24,518 - Max [top1: 78.542 (epoch: 228)] [top1-ema: 80.566 (epoch: 230)] +2024-10-13 15:10:24,518 - ==> Total time: 19:36:51 Eta: 5:58:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:10:34,031 - Train: 76.67% [287750/375300] [230.0/300.0] [batch_t 0.192 (0.258)] [data_t 0.009] [optim_t 0.183] [lr 0.000411] [CE 2.979 (3.165)] [KD 0.000 (0.000)] +2024-10-13 15:10:45,842 - Train: 76.69% [287800/375300] [230.1/300.0] [batch_t 0.195 (0.236)] [data_t 0.009] [optim_t 0.186] [lr 0.000411] [CE 3.381 (3.213)] [KD 0.000 (0.000)] +2024-10-13 15:10:58,028 - Train: 76.70% [287850/375300] [230.1/300.0] [batch_t 0.236 (0.244)] [data_t 0.009] [optim_t 0.227] [lr 0.000410] [CE 3.259 (3.210)] [KD 0.000 (0.000)] +2024-10-13 15:11:10,282 - Train: 76.71% [287900/375300] [230.1/300.0] [batch_t 0.274 (0.245)] [data_t 0.009] [optim_t 0.265] [lr 0.000410] [CE 3.125 (3.263)] [KD 0.000 (0.000)] +2024-10-13 15:11:22,664 - Train: 76.73% [287950/375300] [230.2/300.0] [batch_t 0.183 (0.248)] [data_t 0.009] [optim_t 0.174] [lr 0.000410] [CE 3.391 (3.145)] [KD 0.000 (0.000)] +2024-10-13 15:11:34,744 - Train: 76.74% [288000/375300] [230.2/300.0] [batch_t 0.192 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.000409] [CE 3.448 (3.204)] [KD 0.000 (0.000)] +2024-10-13 15:11:46,998 - Train: 76.75% [288050/375300] [230.3/300.0] [batch_t 0.267 (0.245)] [data_t 0.009] [optim_t 0.259] [lr 0.000409] [CE 3.317 (3.203)] [KD 0.000 (0.000)] +2024-10-13 15:11:59,083 - Train: 76.77% [288100/375300] [230.3/300.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000408] [CE 2.813 (3.213)] [KD 0.000 (0.000)] +2024-10-13 15:12:11,213 - Train: 76.78% [288150/375300] [230.3/300.0] [batch_t 0.286 (0.242)] [data_t 0.009] [optim_t 0.277] [lr 0.000408] [CE 3.278 (3.237)] [KD 0.000 (0.000)] +2024-10-13 15:12:23,177 - Train: 76.79% [288200/375300] [230.4/300.0] [batch_t 0.211 (0.239)] [data_t 0.009] [optim_t 0.201] [lr 0.000408] [CE 3.426 (3.207)] [KD 0.000 (0.000)] +2024-10-13 15:12:35,260 - Train: 76.81% [288250/375300] [230.4/300.0] [batch_t 0.208 (0.242)] [data_t 0.009] [optim_t 0.199] [lr 0.000407] [CE 3.409 (3.184)] [KD 0.000 (0.000)] +2024-10-13 15:12:47,489 - Train: 76.82% [288300/375300] [230.5/300.0] [batch_t 0.273 (0.244)] [data_t 0.009] [optim_t 0.264] [lr 0.000407] [CE 3.036 (3.190)] [KD 0.000 (0.000)] +2024-10-13 15:12:59,302 - Train: 76.83% [288350/375300] [230.5/300.0] [batch_t 0.247 (0.236)] [data_t 0.009] [optim_t 0.238] [lr 0.000406] [CE 3.321 (3.184)] [KD 0.000 (0.000)] +2024-10-13 15:13:11,332 - Train: 76.85% [288400/375300] [230.5/300.0] [batch_t 0.252 (0.240)] [data_t 0.009] [optim_t 0.243] [lr 0.000406] [CE 2.626 (3.212)] [KD 0.000 (0.000)] +2024-10-13 15:13:23,336 - Train: 76.86% [288450/375300] [230.6/300.0] [batch_t 0.283 (0.240)] [data_t 0.009] [optim_t 0.274] [lr 0.000405] [CE 3.170 (3.193)] [KD 0.000 (0.000)] +2024-10-13 15:13:35,313 - Train: 76.87% [288500/375300] [230.6/300.0] [batch_t 0.258 (0.239)] [data_t 0.009] [optim_t 0.249] [lr 0.000405] [CE 3.542 (3.212)] [KD 0.000 (0.000)] +2024-10-13 15:13:47,050 - Train: 76.89% [288550/375300] [230.7/300.0] [batch_t 0.212 (0.235)] [data_t 0.009] [optim_t 0.203] [lr 0.000405] [CE 3.329 (3.244)] [KD 0.000 (0.000)] +2024-10-13 15:13:59,213 - Train: 76.90% [288600/375300] [230.7/300.0] [batch_t 0.190 (0.243)] [data_t 0.014] [optim_t 0.176] [lr 0.000404] [CE 3.442 (3.218)] [KD 0.000 (0.000)] +2024-10-13 15:14:11,293 - Train: 76.91% [288650/375300] [230.7/300.0] [batch_t 0.194 (0.241)] [data_t 0.009] [optim_t 0.185] [lr 0.000404] [CE 3.284 (3.227)] [KD 0.000 (0.000)] +2024-10-13 15:14:23,357 - Train: 76.93% [288700/375300] [230.8/300.0] [batch_t 0.255 (0.241)] [data_t 0.078] [optim_t 0.177] [lr 0.000403] [CE 3.271 (3.245)] [KD 0.000 (0.000)] +2024-10-13 15:14:35,668 - Train: 76.94% [288750/375300] [230.8/300.0] [batch_t 0.205 (0.246)] [data_t 0.026] [optim_t 0.179] [lr 0.000403] [CE 3.229 (3.230)] [KD 0.000 (0.000)] +2024-10-13 15:14:47,758 - Train: 76.95% [288800/375300] [230.9/300.0] [batch_t 0.273 (0.242)] [data_t 0.095] [optim_t 0.178] [lr 0.000403] [CE 3.117 (3.185)] [KD 0.000 (0.000)] +2024-10-13 15:15:00,061 - Train: 76.97% [288850/375300] [230.9/300.0] [batch_t 0.227 (0.246)] [data_t 0.050] [optim_t 0.177] [lr 0.000402] [CE 3.366 (3.227)] [KD 0.000 (0.000)] +2024-10-13 15:15:12,155 - Train: 76.98% [288900/375300] [230.9/300.0] [batch_t 0.246 (0.242)] [data_t 0.071] [optim_t 0.175] [lr 0.000402] [CE 3.147 (3.248)] [KD 0.000 (0.000)] +2024-10-13 15:15:24,225 - Train: 76.99% [288950/375300] [231.0/300.0] [batch_t 0.251 (0.241)] [data_t 0.074] [optim_t 0.177] [lr 0.000401] [CE 3.173 (3.166)] [KD 0.000 (0.000)] +2024-10-13 15:15:43,927 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 39175] [top5_cnt 47258] [top_all 50000] +2024-10-13 15:15:43,928 - net: 78.350 (94.516) +2024-10-13 15:15:56,268 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40330] [top5_cnt 47716] [top_all 50000] +2024-10-13 15:15:56,268 - net_E: 80.660 (95.432) +2024-10-13 15:15:56,418 - Max [top1: 78.542 (epoch: 228)] [top1-ema: 80.660 (epoch: 231)] +2024-10-13 15:15:56,418 - ==> Total time: 19:42:23 Eta: 5:53:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:16:05,800 - Train: 77.01% [289000/375300] [231.0/300.0] [batch_t 0.188 (0.252)] [data_t 0.009] [optim_t 0.179] [lr 0.000401] [CE 3.148 (3.118)] [KD 0.000 (0.000)] +2024-10-13 15:16:17,350 - Train: 77.02% [289050/375300] [231.1/300.0] [batch_t 0.195 (0.231)] [data_t 0.009] [optim_t 0.186] [lr 0.000401] [CE 3.439 (3.191)] [KD 0.000 (0.000)] +2024-10-13 15:16:28,780 - Train: 77.03% [289100/375300] [231.1/300.0] [batch_t 0.226 (0.228)] [data_t 0.009] [optim_t 0.217] [lr 0.000400] [CE 3.101 (3.200)] [KD 0.000 (0.000)] +2024-10-13 15:16:40,547 - Train: 77.05% [289150/375300] [231.1/300.0] [batch_t 0.202 (0.235)] [data_t 0.009] [optim_t 0.193] [lr 0.000400] [CE 3.358 (3.189)] [KD 0.000 (0.000)] +2024-10-13 15:16:52,700 - Train: 77.06% [289200/375300] [231.2/300.0] [batch_t 0.409 (0.243)] [data_t 0.009] [optim_t 0.400] [lr 0.000399] [CE 3.252 (3.197)] [KD 0.000 (0.000)] +2024-10-13 15:17:04,675 - Train: 77.07% [289250/375300] [231.2/300.0] [batch_t 0.278 (0.239)] [data_t 0.009] [optim_t 0.269] [lr 0.000399] [CE 2.738 (3.217)] [KD 0.000 (0.000)] +2024-10-13 15:17:17,065 - Train: 77.08% [289300/375300] [231.3/300.0] [batch_t 0.271 (0.248)] [data_t 0.009] [optim_t 0.262] [lr 0.000398] [CE 3.006 (3.207)] [KD 0.000 (0.000)] +2024-10-13 15:17:28,968 - Train: 77.10% [289350/375300] [231.3/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.000398] [CE 3.238 (3.173)] [KD 0.000 (0.000)] +2024-10-13 15:17:41,180 - Train: 77.11% [289400/375300] [231.3/300.0] [batch_t 0.191 (0.244)] [data_t 0.009] [optim_t 0.182] [lr 0.000398] [CE 3.180 (3.158)] [KD 0.000 (0.000)] +2024-10-13 15:17:53,471 - Train: 77.12% [289450/375300] [231.4/300.0] [batch_t 0.292 (0.246)] [data_t 0.009] [optim_t 0.283] [lr 0.000397] [CE 3.505 (3.214)] [KD 0.000 (0.000)] +2024-10-13 15:18:05,301 - Train: 77.14% [289500/375300] [231.4/300.0] [batch_t 0.247 (0.236)] [data_t 0.009] [optim_t 0.238] [lr 0.000397] [CE 3.166 (3.191)] [KD 0.000 (0.000)] +2024-10-13 15:18:16,846 - Train: 77.15% [289550/375300] [231.5/300.0] [batch_t 0.215 (0.231)] [data_t 0.009] [optim_t 0.206] [lr 0.000396] [CE 2.715 (3.166)] [KD 0.000 (0.000)] +2024-10-13 15:18:28,188 - Train: 77.16% [289600/375300] [231.5/300.0] [batch_t 0.190 (0.227)] [data_t 0.009] [optim_t 0.181] [lr 0.000396] [CE 3.191 (3.201)] [KD 0.000 (0.000)] +2024-10-13 15:18:40,447 - Train: 77.18% [289650/375300] [231.5/300.0] [batch_t 0.186 (0.245)] [data_t 0.009] [optim_t 0.177] [lr 0.000396] [CE 3.320 (3.217)] [KD 0.000 (0.000)] +2024-10-13 15:18:52,148 - Train: 77.19% [289700/375300] [231.6/300.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.000395] [CE 3.289 (3.195)] [KD 0.000 (0.000)] +2024-10-13 15:19:04,109 - Train: 77.20% [289750/375300] [231.6/300.0] [batch_t 0.188 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.000395] [CE 3.143 (3.215)] [KD 0.000 (0.000)] +2024-10-13 15:19:15,862 - Train: 77.22% [289800/375300] [231.7/300.0] [batch_t 0.227 (0.235)] [data_t 0.009] [optim_t 0.218] [lr 0.000394] [CE 2.946 (3.218)] [KD 0.000 (0.000)] +2024-10-13 15:19:27,817 - Train: 77.23% [289850/375300] [231.7/300.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.000394] [CE 3.131 (3.223)] [KD 0.000 (0.000)] +2024-10-13 15:19:39,686 - Train: 77.24% [289900/375300] [231.7/300.0] [batch_t 0.259 (0.237)] [data_t 0.009] [optim_t 0.250] [lr 0.000394] [CE 3.191 (3.219)] [KD 0.000 (0.000)] +2024-10-13 15:19:51,769 - Train: 77.26% [289950/375300] [231.8/300.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.216] [lr 0.000393] [CE 3.391 (3.261)] [KD 0.000 (0.000)] +2024-10-13 15:20:03,860 - Train: 77.27% [290000/375300] [231.8/300.0] [batch_t 0.242 (0.242)] [data_t 0.009] [optim_t 0.233] [lr 0.000393] [CE 3.343 (3.199)] [KD 0.000 (0.000)] +2024-10-13 15:20:15,778 - Train: 77.28% [290050/375300] [231.9/300.0] [batch_t 0.191 (0.238)] [data_t 0.009] [optim_t 0.182] [lr 0.000392] [CE 3.051 (3.225)] [KD 0.000 (0.000)] +2024-10-13 15:20:27,765 - Train: 77.30% [290100/375300] [231.9/300.0] [batch_t 0.212 (0.240)] [data_t 0.009] [optim_t 0.203] [lr 0.000392] [CE 3.298 (3.208)] [KD 0.000 (0.000)] +2024-10-13 15:20:39,886 - Train: 77.31% [290150/375300] [231.9/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.000392] [CE 3.476 (3.202)] [KD 0.000 (0.000)] +2024-10-13 15:20:51,904 - Train: 77.32% [290200/375300] [232.0/300.0] [batch_t 0.316 (0.240)] [data_t 0.009] [optim_t 0.307] [lr 0.000391] [CE 3.574 (3.215)] [KD 0.000 (0.000)] +2024-10-13 15:21:10,884 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 39153] [top5_cnt 47171] [top_all 50000] +2024-10-13 15:21:10,884 - net: 78.306 (94.342) +2024-10-13 15:21:22,944 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40353] [top5_cnt 47736] [top_all 50000] +2024-10-13 15:21:22,944 - net_E: 80.706 (95.472) +2024-10-13 15:21:23,085 - Max [top1: 78.542 (epoch: 228)] [top1-ema: 80.706 (epoch: 232)] +2024-10-13 15:21:23,086 - ==> Total time: 19:47:49 Eta: 5:48:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:21:32,940 - Train: 77.34% [290250/375300] [232.0/300.0] [batch_t 0.194 (0.241)] [data_t 0.009] [optim_t 0.185] [lr 0.000391] [CE 3.379 (3.189)] [KD 0.000 (0.000)] +2024-10-13 15:21:44,988 - Train: 77.35% [290300/375300] [232.1/300.0] [batch_t 0.188 (0.241)] [data_t 0.009] [optim_t 0.179] [lr 0.000390] [CE 3.214 (3.159)] [KD 0.000 (0.000)] +2024-10-13 15:21:56,964 - Train: 77.36% [290350/375300] [232.1/300.0] [batch_t 0.208 (0.239)] [data_t 0.009] [optim_t 0.199] [lr 0.000390] [CE 3.387 (3.168)] [KD 0.000 (0.000)] +2024-10-13 15:22:09,291 - Train: 77.38% [290400/375300] [232.1/300.0] [batch_t 0.268 (0.246)] [data_t 0.009] [optim_t 0.259] [lr 0.000390] [CE 3.430 (3.147)] [KD 0.000 (0.000)] +2024-10-13 15:22:21,858 - Train: 77.39% [290450/375300] [232.2/300.0] [batch_t 0.187 (0.251)] [data_t 0.009] [optim_t 0.179] [lr 0.000389] [CE 2.916 (3.155)] [KD 0.000 (0.000)] +2024-10-13 15:22:34,148 - Train: 77.40% [290500/375300] [232.2/300.0] [batch_t 0.214 (0.246)] [data_t 0.009] [optim_t 0.205] [lr 0.000389] [CE 3.185 (3.177)] [KD 0.000 (0.000)] +2024-10-13 15:22:46,586 - Train: 77.42% [290550/375300] [232.3/300.0] [batch_t 0.253 (0.249)] [data_t 0.009] [optim_t 0.244] [lr 0.000388] [CE 2.994 (3.184)] [KD 0.000 (0.000)] +2024-10-13 15:22:59,185 - Train: 77.43% [290600/375300] [232.3/300.0] [batch_t 0.190 (0.252)] [data_t 0.009] [optim_t 0.181] [lr 0.000388] [CE 2.940 (3.119)] [KD 0.000 (0.000)] +2024-10-13 15:23:11,569 - Train: 77.44% [290650/375300] [232.3/300.0] [batch_t 0.239 (0.248)] [data_t 0.009] [optim_t 0.230] [lr 0.000387] [CE 2.905 (3.222)] [KD 0.000 (0.000)] +2024-10-13 15:23:24,026 - Train: 77.46% [290700/375300] [232.4/300.0] [batch_t 0.259 (0.249)] [data_t 0.009] [optim_t 0.250] [lr 0.000387] [CE 3.219 (3.197)] [KD 0.000 (0.000)] +2024-10-13 15:23:36,451 - Train: 77.47% [290750/375300] [232.4/300.0] [batch_t 0.184 (0.248)] [data_t 0.009] [optim_t 0.175] [lr 0.000387] [CE 3.177 (3.195)] [KD 0.000 (0.000)] +2024-10-13 15:23:48,704 - Train: 77.48% [290800/375300] [232.5/300.0] [batch_t 0.186 (0.245)] [data_t 0.009] [optim_t 0.177] [lr 0.000386] [CE 3.229 (3.164)] [KD 0.000 (0.000)] +2024-10-13 15:24:00,980 - Train: 77.50% [290850/375300] [232.5/300.0] [batch_t 0.278 (0.245)] [data_t 0.009] [optim_t 0.270] [lr 0.000386] [CE 3.344 (3.224)] [KD 0.000 (0.000)] +2024-10-13 15:24:13,538 - Train: 77.51% [290900/375300] [232.5/300.0] [batch_t 0.189 (0.251)] [data_t 0.009] [optim_t 0.180] [lr 0.000385] [CE 3.277 (3.234)] [KD 0.000 (0.000)] +2024-10-13 15:24:25,946 - Train: 77.52% [290950/375300] [232.6/300.0] [batch_t 0.265 (0.248)] [data_t 0.009] [optim_t 0.256] [lr 0.000385] [CE 2.958 (3.165)] [KD 0.000 (0.000)] +2024-10-13 15:24:38,211 - Train: 77.54% [291000/375300] [232.6/300.0] [batch_t 0.261 (0.245)] [data_t 0.009] [optim_t 0.252] [lr 0.000385] [CE 3.372 (3.201)] [KD 0.000 (0.000)] +2024-10-13 15:24:50,546 - Train: 77.55% [291050/375300] [232.7/300.0] [batch_t 0.190 (0.247)] [data_t 0.009] [optim_t 0.181] [lr 0.000384] [CE 2.934 (3.201)] [KD 0.000 (0.000)] +2024-10-13 15:25:03,088 - Train: 77.56% [291100/375300] [232.7/300.0] [batch_t 0.189 (0.251)] [data_t 0.009] [optim_t 0.180] [lr 0.000384] [CE 2.952 (3.226)] [KD 0.000 (0.000)] +2024-10-13 15:25:15,235 - Train: 77.58% [291150/375300] [232.7/300.0] [batch_t 0.252 (0.243)] [data_t 0.009] [optim_t 0.243] [lr 0.000383] [CE 3.235 (3.242)] [KD 0.000 (0.000)] +2024-10-13 15:25:27,645 - Train: 77.59% [291200/375300] [232.8/300.0] [batch_t 0.187 (0.248)] [data_t 0.009] [optim_t 0.178] [lr 0.000383] [CE 3.284 (3.192)] [KD 0.000 (0.000)] +2024-10-13 15:25:40,109 - Train: 77.60% [291250/375300] [232.8/300.0] [batch_t 0.271 (0.249)] [data_t 0.009] [optim_t 0.263] [lr 0.000383] [CE 3.240 (3.204)] [KD 0.000 (0.000)] +2024-10-13 15:25:52,615 - Train: 77.62% [291300/375300] [232.9/300.0] [batch_t 0.275 (0.250)] [data_t 0.009] [optim_t 0.266] [lr 0.000382] [CE 2.981 (3.153)] [KD 0.000 (0.000)] +2024-10-13 15:26:05,301 - Train: 77.63% [291350/375300] [232.9/300.0] [batch_t 0.194 (0.254)] [data_t 0.009] [optim_t 0.185] [lr 0.000382] [CE 3.072 (3.204)] [KD 0.000 (0.000)] +2024-10-13 15:26:17,532 - Train: 77.64% [291400/375300] [232.9/300.0] [batch_t 0.259 (0.244)] [data_t 0.009] [optim_t 0.250] [lr 0.000381] [CE 3.692 (3.227)] [KD 0.000 (0.000)] +2024-10-13 15:26:29,908 - Train: 77.66% [291450/375300] [233.0/300.0] [batch_t 0.242 (0.247)] [data_t 0.009] [optim_t 0.233] [lr 0.000381] [CE 3.293 (3.198)] [KD 0.000 (0.000)] +2024-10-13 15:26:49,881 - Test (net): 100.00% [50/50] [batch_t 0.073 (0.247)] [top1_cnt 39338] [top5_cnt 47337] [top_all 50000] +2024-10-13 15:26:49,882 - net: 78.676 (94.674) +2024-10-13 15:27:02,903 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.254)] [top1_cnt 40382] [top5_cnt 47746] [top_all 50000] +2024-10-13 15:27:02,904 - net_E: 80.764 (95.492) +2024-10-13 15:27:03,065 - Max [top1: 78.676 (epoch: 233)] [top1-ema: 80.764 (epoch: 233)] +2024-10-13 15:27:03,066 - ==> Total time: 19:53:29 Eta: 5:43:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:27:15,678 - Train: 77.67% [291500/375300] [233.0/300.0] [batch_t 0.275 (0.274)] [data_t 0.097] [optim_t 0.178] [lr 0.000381] [CE 3.130 (3.207)] [KD 0.000 (0.000)] +2024-10-13 15:27:27,094 - Train: 77.68% [291550/375300] [233.1/300.0] [batch_t 0.273 (0.228)] [data_t 0.009] [optim_t 0.264] [lr 0.000380] [CE 3.082 (3.160)] [KD 0.000 (0.000)] +2024-10-13 15:27:39,316 - Train: 77.70% [291600/375300] [233.1/300.0] [batch_t 0.190 (0.244)] [data_t 0.009] [optim_t 0.181] [lr 0.000380] [CE 3.442 (3.203)] [KD 0.000 (0.000)] +2024-10-13 15:27:51,493 - Train: 77.71% [291650/375300] [233.1/300.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000379] [CE 3.197 (3.116)] [KD 0.000 (0.000)] +2024-10-13 15:28:03,443 - Train: 77.72% [291700/375300] [233.2/300.0] [batch_t 0.282 (0.239)] [data_t 0.009] [optim_t 0.273] [lr 0.000379] [CE 3.299 (3.156)] [KD 0.000 (0.000)] +2024-10-13 15:28:15,443 - Train: 77.74% [291750/375300] [233.2/300.0] [batch_t 0.187 (0.240)] [data_t 0.009] [optim_t 0.178] [lr 0.000379] [CE 3.151 (3.201)] [KD 0.000 (0.000)] +2024-10-13 15:28:27,215 - Train: 77.75% [291800/375300] [233.3/300.0] [batch_t 0.249 (0.235)] [data_t 0.009] [optim_t 0.240] [lr 0.000378] [CE 3.291 (3.170)] [KD 0.000 (0.000)] +2024-10-13 15:28:39,228 - Train: 77.76% [291850/375300] [233.3/300.0] [batch_t 0.190 (0.240)] [data_t 0.009] [optim_t 0.181] [lr 0.000378] [CE 3.354 (3.208)] [KD 0.000 (0.000)] +2024-10-13 15:28:51,267 - Train: 77.78% [291900/375300] [233.3/300.0] [batch_t 0.311 (0.241)] [data_t 0.009] [optim_t 0.302] [lr 0.000377] [CE 3.128 (3.166)] [KD 0.000 (0.000)] +2024-10-13 15:29:03,118 - Train: 77.79% [291950/375300] [233.4/300.0] [batch_t 0.253 (0.237)] [data_t 0.009] [optim_t 0.244] [lr 0.000377] [CE 3.298 (3.210)] [KD 0.000 (0.000)] +2024-10-13 15:29:15,191 - Train: 77.80% [292000/375300] [233.4/300.0] [batch_t 0.192 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.000377] [CE 3.274 (3.176)] [KD 0.000 (0.000)] +2024-10-13 15:29:27,518 - Train: 77.82% [292050/375300] [233.5/300.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.000376] [CE 3.014 (3.162)] [KD 0.000 (0.000)] +2024-10-13 15:29:39,460 - Train: 77.83% [292100/375300] [233.5/300.0] [batch_t 0.278 (0.239)] [data_t 0.009] [optim_t 0.269] [lr 0.000376] [CE 3.381 (3.183)] [KD 0.000 (0.000)] +2024-10-13 15:29:51,592 - Train: 77.84% [292150/375300] [233.5/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.000375] [CE 3.310 (3.214)] [KD 0.000 (0.000)] +2024-10-13 15:30:04,080 - Train: 77.86% [292200/375300] [233.6/300.0] [batch_t 0.294 (0.250)] [data_t 0.009] [optim_t 0.285] [lr 0.000375] [CE 3.263 (3.206)] [KD 0.000 (0.000)] +2024-10-13 15:30:16,591 - Train: 77.87% [292250/375300] [233.6/300.0] [batch_t 0.264 (0.250)] [data_t 0.009] [optim_t 0.255] [lr 0.000375] [CE 3.317 (3.164)] [KD 0.000 (0.000)] +2024-10-13 15:30:28,860 - Train: 77.88% [292300/375300] [233.7/300.0] [batch_t 0.260 (0.245)] [data_t 0.009] [optim_t 0.251] [lr 0.000374] [CE 3.391 (3.202)] [KD 0.000 (0.000)] +2024-10-13 15:30:41,573 - Train: 77.90% [292350/375300] [233.7/300.0] [batch_t 0.187 (0.254)] [data_t 0.009] [optim_t 0.178] [lr 0.000374] [CE 3.162 (3.227)] [KD 0.000 (0.000)] +2024-10-13 15:30:53,967 - Train: 77.91% [292400/375300] [233.7/300.0] [batch_t 0.256 (0.248)] [data_t 0.009] [optim_t 0.247] [lr 0.000373] [CE 3.228 (3.173)] [KD 0.000 (0.000)] +2024-10-13 15:31:06,433 - Train: 77.92% [292450/375300] [233.8/300.0] [batch_t 0.272 (0.249)] [data_t 0.009] [optim_t 0.263] [lr 0.000373] [CE 3.272 (3.208)] [KD 0.000 (0.000)] +2024-10-13 15:31:18,367 - Train: 77.94% [292500/375300] [233.8/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000373] [CE 3.327 (3.161)] [KD 0.000 (0.000)] +2024-10-13 15:31:29,967 - Train: 77.95% [292550/375300] [233.9/300.0] [batch_t 0.248 (0.232)] [data_t 0.009] [optim_t 0.239] [lr 0.000372] [CE 3.280 (3.191)] [KD 0.000 (0.000)] +2024-10-13 15:31:41,532 - Train: 77.96% [292600/375300] [233.9/300.0] [batch_t 0.217 (0.231)] [data_t 0.009] [optim_t 0.208] [lr 0.000372] [CE 3.290 (3.208)] [KD 0.000 (0.000)] +2024-10-13 15:31:53,998 - Train: 77.98% [292650/375300] [233.9/300.0] [batch_t 0.190 (0.249)] [data_t 0.009] [optim_t 0.181] [lr 0.000371] [CE 2.858 (3.218)] [KD 0.000 (0.000)] +2024-10-13 15:32:06,052 - Train: 77.99% [292700/375300] [234.0/300.0] [batch_t 0.194 (0.241)] [data_t 0.009] [optim_t 0.185] [lr 0.000371] [CE 3.086 (3.162)] [KD 0.000 (0.000)] +2024-10-13 15:32:25,947 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39209] [top5_cnt 47231] [top_all 50000] +2024-10-13 15:32:25,947 - net: 78.418 (94.462) +2024-10-13 15:32:38,531 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 40432] [top5_cnt 47743] [top_all 50000] +2024-10-13 15:32:38,532 - net_E: 80.864 (95.486) +2024-10-13 15:32:38,686 - Max [top1: 78.676 (epoch: 233)] [top1-ema: 80.864 (epoch: 234)] +2024-10-13 15:32:38,686 - ==> Total time: 19:59:05 Eta: 5:38:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:32:47,269 - Train: 78.00% [292750/375300] [234.0/300.0] [batch_t 0.192 (0.264)] [data_t 0.009] [optim_t 0.183] [lr 0.000371] [CE 3.181 (3.141)] [KD 0.000 (0.000)] +2024-10-13 15:32:59,331 - Train: 78.02% [292800/375300] [234.1/300.0] [batch_t 0.188 (0.241)] [data_t 0.009] [optim_t 0.180] [lr 0.000370] [CE 3.444 (3.220)] [KD 0.000 (0.000)] +2024-10-13 15:33:12,324 - Train: 78.03% [292850/375300] [234.1/300.0] [batch_t 0.307 (0.260)] [data_t 0.009] [optim_t 0.298] [lr 0.000370] [CE 3.072 (3.152)] [KD 0.000 (0.000)] +2024-10-13 15:33:24,650 - Train: 78.04% [292900/375300] [234.1/300.0] [batch_t 0.189 (0.246)] [data_t 0.009] [optim_t 0.180] [lr 0.000369] [CE 3.090 (3.145)] [KD 0.000 (0.000)] +2024-10-13 15:33:37,316 - Train: 78.06% [292950/375300] [234.2/300.0] [batch_t 0.192 (0.253)] [data_t 0.009] [optim_t 0.183] [lr 0.000369] [CE 3.338 (3.228)] [KD 0.000 (0.000)] +2024-10-13 15:33:49,584 - Train: 78.07% [293000/375300] [234.2/300.0] [batch_t 0.298 (0.245)] [data_t 0.009] [optim_t 0.289] [lr 0.000369] [CE 2.967 (3.169)] [KD 0.000 (0.000)] +2024-10-13 15:34:02,177 - Train: 78.08% [293050/375300] [234.3/300.0] [batch_t 0.235 (0.252)] [data_t 0.009] [optim_t 0.226] [lr 0.000368] [CE 3.025 (3.159)] [KD 0.000 (0.000)] +2024-10-13 15:34:14,803 - Train: 78.10% [293100/375300] [234.3/300.0] [batch_t 0.252 (0.252)] [data_t 0.009] [optim_t 0.243] [lr 0.000368] [CE 3.385 (3.171)] [KD 0.000 (0.000)] +2024-10-13 15:34:27,470 - Train: 78.11% [293150/375300] [234.3/300.0] [batch_t 0.192 (0.253)] [data_t 0.009] [optim_t 0.183] [lr 0.000368] [CE 3.224 (3.210)] [KD 0.000 (0.000)] +2024-10-13 15:34:40,041 - Train: 78.12% [293200/375300] [234.4/300.0] [batch_t 0.190 (0.251)] [data_t 0.009] [optim_t 0.181] [lr 0.000367] [CE 3.415 (3.134)] [KD 0.000 (0.000)] +2024-10-13 15:34:52,367 - Train: 78.14% [293250/375300] [234.4/300.0] [batch_t 0.209 (0.246)] [data_t 0.009] [optim_t 0.200] [lr 0.000367] [CE 3.032 (3.203)] [KD 0.000 (0.000)] +2024-10-13 15:35:05,148 - Train: 78.15% [293300/375300] [234.5/300.0] [batch_t 0.533 (0.255)] [data_t 0.009] [optim_t 0.524] [lr 0.000366] [CE 2.973 (3.157)] [KD 0.000 (0.000)] +2024-10-13 15:35:17,599 - Train: 78.16% [293350/375300] [234.5/300.0] [batch_t 0.214 (0.249)] [data_t 0.009] [optim_t 0.205] [lr 0.000366] [CE 2.897 (3.182)] [KD 0.000 (0.000)] +2024-10-13 15:35:30,151 - Train: 78.18% [293400/375300] [234.5/300.0] [batch_t 0.229 (0.251)] [data_t 0.009] [optim_t 0.220] [lr 0.000366] [CE 3.477 (3.249)] [KD 0.000 (0.000)] +2024-10-13 15:35:42,483 - Train: 78.19% [293450/375300] [234.6/300.0] [batch_t 0.278 (0.247)] [data_t 0.009] [optim_t 0.269] [lr 0.000365] [CE 3.408 (3.183)] [KD 0.000 (0.000)] +2024-10-13 15:35:55,029 - Train: 78.20% [293500/375300] [234.6/300.0] [batch_t 0.236 (0.251)] [data_t 0.009] [optim_t 0.227] [lr 0.000365] [CE 2.831 (3.173)] [KD 0.000 (0.000)] +2024-10-13 15:36:07,690 - Train: 78.22% [293550/375300] [234.7/300.0] [batch_t 0.219 (0.253)] [data_t 0.009] [optim_t 0.210] [lr 0.000364] [CE 2.818 (3.167)] [KD 0.000 (0.000)] +2024-10-13 15:36:20,349 - Train: 78.23% [293600/375300] [234.7/300.0] [batch_t 0.280 (0.253)] [data_t 0.009] [optim_t 0.271] [lr 0.000364] [CE 3.319 (3.151)] [KD 0.000 (0.000)] +2024-10-13 15:36:32,907 - Train: 78.24% [293650/375300] [234.7/300.0] [batch_t 0.250 (0.251)] [data_t 0.009] [optim_t 0.241] [lr 0.000364] [CE 3.046 (3.183)] [KD 0.000 (0.000)] +2024-10-13 15:36:45,614 - Train: 78.26% [293700/375300] [234.8/300.0] [batch_t 0.220 (0.254)] [data_t 0.009] [optim_t 0.211] [lr 0.000363] [CE 3.123 (3.248)] [KD 0.000 (0.000)] +2024-10-13 15:36:58,220 - Train: 78.27% [293750/375300] [234.8/300.0] [batch_t 0.197 (0.252)] [data_t 0.009] [optim_t 0.188] [lr 0.000363] [CE 3.420 (3.229)] [KD 0.000 (0.000)] +2024-10-13 15:37:10,669 - Train: 78.28% [293800/375300] [234.9/300.0] [batch_t 0.225 (0.249)] [data_t 0.009] [optim_t 0.216] [lr 0.000362] [CE 3.137 (3.199)] [KD 0.000 (0.000)] +2024-10-13 15:37:23,516 - Train: 78.30% [293850/375300] [234.9/300.0] [batch_t 0.321 (0.257)] [data_t 0.009] [optim_t 0.312] [lr 0.000362] [CE 3.151 (3.180)] [KD 0.000 (0.000)] +2024-10-13 15:37:35,910 - Train: 78.31% [293900/375300] [234.9/300.0] [batch_t 0.278 (0.248)] [data_t 0.009] [optim_t 0.269] [lr 0.000362] [CE 3.305 (3.180)] [KD 0.000 (0.000)] +2024-10-13 15:37:48,569 - Train: 78.32% [293950/375300] [235.0/300.0] [batch_t 0.223 (0.253)] [data_t 0.009] [optim_t 0.214] [lr 0.000361] [CE 3.191 (3.189)] [KD 0.000 (0.000)] +2024-10-13 15:38:09,059 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 39380] [top5_cnt 47343] [top_all 50000] +2024-10-13 15:38:09,060 - net: 78.760 (94.686) +2024-10-13 15:38:21,716 - Test (net_E): 100.00% [50/50] [batch_t 0.076 (0.246)] [top1_cnt 40465] [top5_cnt 47739] [top_all 50000] +2024-10-13 15:38:21,717 - net_E: 80.930 (95.478) +2024-10-13 15:38:21,854 - Max [top1: 78.760 (epoch: 235)] [top1-ema: 80.930 (epoch: 235)] +2024-10-13 15:38:21,855 - ==> Total time: 20:04:48 Eta: 5:33:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:38:31,522 - Train: 78.34% [294000/375300] [235.0/300.0] [batch_t 0.192 (0.267)] [data_t 0.009] [optim_t 0.183] [lr 0.000361] [CE 3.173 (3.076)] [KD 0.000 (0.000)] +2024-10-13 15:38:42,969 - Train: 78.35% [294050/375300] [235.1/300.0] [batch_t 0.193 (0.229)] [data_t 0.009] [optim_t 0.184] [lr 0.000360] [CE 3.084 (3.171)] [KD 0.000 (0.000)] +2024-10-13 15:38:54,707 - Train: 78.36% [294100/375300] [235.1/300.0] [batch_t 0.274 (0.235)] [data_t 0.094] [optim_t 0.180] [lr 0.000360] [CE 3.041 (3.160)] [KD 0.000 (0.000)] +2024-10-13 15:39:06,320 - Train: 78.38% [294150/375300] [235.1/300.0] [batch_t 0.254 (0.232)] [data_t 0.073] [optim_t 0.181] [lr 0.000360] [CE 3.263 (3.191)] [KD 0.000 (0.000)] +2024-10-13 15:39:17,638 - Train: 78.39% [294200/375300] [235.2/300.0] [batch_t 0.190 (0.226)] [data_t 0.009] [optim_t 0.181] [lr 0.000359] [CE 3.090 (3.198)] [KD 0.000 (0.000)] +2024-10-13 15:39:29,396 - Train: 78.40% [294250/375300] [235.2/300.0] [batch_t 0.278 (0.235)] [data_t 0.100] [optim_t 0.177] [lr 0.000359] [CE 3.143 (3.131)] [KD 0.000 (0.000)] +2024-10-13 15:39:41,706 - Train: 78.42% [294300/375300] [235.3/300.0] [batch_t 0.240 (0.246)] [data_t 0.009] [optim_t 0.231] [lr 0.000358] [CE 3.093 (3.144)] [KD 0.000 (0.000)] +2024-10-13 15:39:53,178 - Train: 78.43% [294350/375300] [235.3/300.0] [batch_t 0.221 (0.229)] [data_t 0.009] [optim_t 0.212] [lr 0.000358] [CE 2.679 (3.118)] [KD 0.000 (0.000)] +2024-10-13 15:40:04,725 - Train: 78.44% [294400/375300] [235.3/300.0] [batch_t 0.188 (0.231)] [data_t 0.009] [optim_t 0.179] [lr 0.000358] [CE 3.030 (3.180)] [KD 0.000 (0.000)] +2024-10-13 15:40:16,372 - Train: 78.46% [294450/375300] [235.4/300.0] [batch_t 0.458 (0.233)] [data_t 0.009] [optim_t 0.449] [lr 0.000357] [CE 3.259 (3.168)] [KD 0.000 (0.000)] +2024-10-13 15:40:27,655 - Train: 78.47% [294500/375300] [235.4/300.0] [batch_t 0.246 (0.226)] [data_t 0.009] [optim_t 0.237] [lr 0.000357] [CE 2.949 (3.200)] [KD 0.000 (0.000)] +2024-10-13 15:40:39,802 - Train: 78.48% [294550/375300] [235.5/300.0] [batch_t 0.322 (0.243)] [data_t 0.140] [optim_t 0.182] [lr 0.000357] [CE 3.175 (3.170)] [KD 0.000 (0.000)] +2024-10-13 15:40:51,810 - Train: 78.50% [294600/375300] [235.5/300.0] [batch_t 0.240 (0.240)] [data_t 0.062] [optim_t 0.178] [lr 0.000356] [CE 3.081 (3.200)] [KD 0.000 (0.000)] +2024-10-13 15:41:03,717 - Train: 78.51% [294650/375300] [235.5/300.0] [batch_t 0.240 (0.238)] [data_t 0.056] [optim_t 0.184] [lr 0.000356] [CE 3.372 (3.208)] [KD 0.000 (0.000)] +2024-10-13 15:41:15,654 - Train: 78.52% [294700/375300] [235.6/300.0] [batch_t 0.271 (0.239)] [data_t 0.094] [optim_t 0.177] [lr 0.000355] [CE 3.168 (3.150)] [KD 0.000 (0.000)] +2024-10-13 15:41:27,616 - Train: 78.54% [294750/375300] [235.6/300.0] [batch_t 0.269 (0.239)] [data_t 0.091] [optim_t 0.178] [lr 0.000355] [CE 3.281 (3.151)] [KD 0.000 (0.000)] +2024-10-13 15:41:39,559 - Train: 78.55% [294800/375300] [235.7/300.0] [batch_t 0.216 (0.239)] [data_t 0.036] [optim_t 0.180] [lr 0.000355] [CE 3.090 (3.195)] [KD 0.000 (0.000)] +2024-10-13 15:41:52,051 - Train: 78.56% [294850/375300] [235.7/300.0] [batch_t 0.436 (0.250)] [data_t 0.258] [optim_t 0.178] [lr 0.000354] [CE 3.094 (3.148)] [KD 0.000 (0.000)] +2024-10-13 15:42:03,685 - Train: 78.58% [294900/375300] [235.7/300.0] [batch_t 0.257 (0.233)] [data_t 0.080] [optim_t 0.177] [lr 0.000354] [CE 3.089 (3.174)] [KD 0.000 (0.000)] +2024-10-13 15:42:15,803 - Train: 78.59% [294950/375300] [235.8/300.0] [batch_t 0.250 (0.242)] [data_t 0.071] [optim_t 0.179] [lr 0.000353] [CE 2.939 (3.206)] [KD 0.000 (0.000)] +2024-10-13 15:42:27,606 - Train: 78.60% [295000/375300] [235.8/300.0] [batch_t 0.192 (0.236)] [data_t 0.009] [optim_t 0.183] [lr 0.000353] [CE 2.998 (3.171)] [KD 0.000 (0.000)] +2024-10-13 15:42:39,619 - Train: 78.62% [295050/375300] [235.9/300.0] [batch_t 0.233 (0.240)] [data_t 0.056] [optim_t 0.177] [lr 0.000353] [CE 3.164 (3.209)] [KD 0.000 (0.000)] +2024-10-13 15:42:51,480 - Train: 78.63% [295100/375300] [235.9/300.0] [batch_t 0.258 (0.237)] [data_t 0.080] [optim_t 0.177] [lr 0.000352] [CE 3.183 (3.186)] [KD 0.000 (0.000)] +2024-10-13 15:43:03,850 - Train: 78.64% [295150/375300] [235.9/300.0] [batch_t 0.186 (0.247)] [data_t 0.009] [optim_t 0.177] [lr 0.000352] [CE 3.182 (3.178)] [KD 0.000 (0.000)] +2024-10-13 15:43:15,949 - Train: 78.66% [295200/375300] [236.0/300.0] [batch_t 0.289 (0.242)] [data_t 0.100] [optim_t 0.188] [lr 0.000352] [CE 2.952 (3.170)] [KD 0.000 (0.000)] +2024-10-13 15:43:36,448 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 39472] [top5_cnt 47375] [top_all 50000] +2024-10-13 15:43:36,448 - net: 78.944 (94.750) +2024-10-13 15:43:48,860 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40442] [top5_cnt 47753] [top_all 50000] +2024-10-13 15:43:48,860 - net_E: 80.884 (95.506) +2024-10-13 15:43:49,011 - Max [top1: 78.944 (epoch: 236)] [top1-ema: 80.930 (epoch: 235)] +2024-10-13 15:43:49,012 - ==> Total time: 20:10:15 Eta: 5:28:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:43:57,435 - Train: 78.67% [295250/375300] [236.0/300.0] [batch_t 0.186 (0.296)] [data_t 0.009] [optim_t 0.177] [lr 0.000351] [CE 3.209 (3.131)] [KD 0.000 (0.000)] +2024-10-13 15:44:08,191 - Train: 78.68% [295300/375300] [236.1/300.0] [batch_t 0.193 (0.215)] [data_t 0.009] [optim_t 0.184] [lr 0.000351] [CE 3.017 (3.147)] [KD 0.000 (0.000)] +2024-10-13 15:44:19,246 - Train: 78.70% [295350/375300] [236.1/300.0] [batch_t 0.240 (0.221)] [data_t 0.062] [optim_t 0.178] [lr 0.000350] [CE 3.171 (3.175)] [KD 0.000 (0.000)] +2024-10-13 15:44:30,988 - Train: 78.71% [295400/375300] [236.1/300.0] [batch_t 0.229 (0.235)] [data_t 0.050] [optim_t 0.179] [lr 0.000350] [CE 2.976 (3.122)] [KD 0.000 (0.000)] +2024-10-13 15:44:42,433 - Train: 78.72% [295450/375300] [236.2/300.0] [batch_t 0.187 (0.229)] [data_t 0.009] [optim_t 0.178] [lr 0.000350] [CE 2.975 (3.170)] [KD 0.000 (0.000)] +2024-10-13 15:44:53,931 - Train: 78.74% [295500/375300] [236.2/300.0] [batch_t 0.204 (0.230)] [data_t 0.028] [optim_t 0.175] [lr 0.000349] [CE 3.177 (3.160)] [KD 0.000 (0.000)] +2024-10-13 15:45:05,650 - Train: 78.75% [295550/375300] [236.3/300.0] [batch_t 0.236 (0.234)] [data_t 0.054] [optim_t 0.181] [lr 0.000349] [CE 3.152 (3.157)] [KD 0.000 (0.000)] +2024-10-13 15:45:17,357 - Train: 78.76% [295600/375300] [236.3/300.0] [batch_t 0.230 (0.234)] [data_t 0.052] [optim_t 0.179] [lr 0.000348] [CE 2.877 (3.141)] [KD 0.000 (0.000)] +2024-10-13 15:45:29,017 - Train: 78.78% [295650/375300] [236.3/300.0] [batch_t 0.254 (0.233)] [data_t 0.071] [optim_t 0.182] [lr 0.000348] [CE 2.917 (3.130)] [KD 0.000 (0.000)] +2024-10-13 15:45:40,820 - Train: 78.79% [295700/375300] [236.4/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.178] [lr 0.000348] [CE 3.459 (3.133)] [KD 0.000 (0.000)] +2024-10-13 15:45:52,662 - Train: 78.80% [295750/375300] [236.4/300.0] [batch_t 0.219 (0.237)] [data_t 0.043] [optim_t 0.176] [lr 0.000347] [CE 2.956 (3.186)] [KD 0.000 (0.000)] +2024-10-13 15:46:04,619 - Train: 78.82% [295800/375300] [236.5/300.0] [batch_t 0.246 (0.239)] [data_t 0.066] [optim_t 0.180] [lr 0.000347] [CE 3.093 (3.227)] [KD 0.000 (0.000)] +2024-10-13 15:46:16,471 - Train: 78.83% [295850/375300] [236.5/300.0] [batch_t 0.239 (0.237)] [data_t 0.063] [optim_t 0.176] [lr 0.000346] [CE 3.325 (3.153)] [KD 0.000 (0.000)] +2024-10-13 15:46:28,423 - Train: 78.84% [295900/375300] [236.5/300.0] [batch_t 0.237 (0.239)] [data_t 0.009] [optim_t 0.228] [lr 0.000346] [CE 3.083 (3.170)] [KD 0.000 (0.000)] +2024-10-13 15:46:40,514 - Train: 78.86% [295950/375300] [236.6/300.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.000346] [CE 2.904 (3.179)] [KD 0.000 (0.000)] +2024-10-13 15:46:52,459 - Train: 78.87% [296000/375300] [236.6/300.0] [batch_t 0.247 (0.239)] [data_t 0.009] [optim_t 0.238] [lr 0.000345] [CE 3.377 (3.203)] [KD 0.000 (0.000)] +2024-10-13 15:47:04,332 - Train: 78.88% [296050/375300] [236.7/300.0] [batch_t 0.262 (0.237)] [data_t 0.009] [optim_t 0.253] [lr 0.000345] [CE 2.940 (3.164)] [KD 0.000 (0.000)] +2024-10-13 15:47:16,134 - Train: 78.90% [296100/375300] [236.7/300.0] [batch_t 0.190 (0.236)] [data_t 0.009] [optim_t 0.181] [lr 0.000345] [CE 3.057 (3.162)] [KD 0.000 (0.000)] +2024-10-13 15:47:28,060 - Train: 78.91% [296150/375300] [236.7/300.0] [batch_t 0.236 (0.238)] [data_t 0.009] [optim_t 0.227] [lr 0.000344] [CE 3.283 (3.154)] [KD 0.000 (0.000)] +2024-10-13 15:47:40,045 - Train: 78.92% [296200/375300] [236.8/300.0] [batch_t 0.220 (0.240)] [data_t 0.009] [optim_t 0.211] [lr 0.000344] [CE 3.177 (3.161)] [KD 0.000 (0.000)] +2024-10-13 15:47:51,938 - Train: 78.94% [296250/375300] [236.8/300.0] [batch_t 0.256 (0.238)] [data_t 0.009] [optim_t 0.246] [lr 0.000343] [CE 3.229 (3.176)] [KD 0.000 (0.000)] +2024-10-13 15:48:03,793 - Train: 78.95% [296300/375300] [236.9/300.0] [batch_t 0.216 (0.237)] [data_t 0.010] [optim_t 0.206] [lr 0.000343] [CE 2.823 (3.127)] [KD 0.000 (0.000)] +2024-10-13 15:48:15,783 - Train: 78.96% [296350/375300] [236.9/300.0] [batch_t 0.262 (0.240)] [data_t 0.009] [optim_t 0.253] [lr 0.000343] [CE 2.972 (3.203)] [KD 0.000 (0.000)] +2024-10-13 15:48:28,031 - Train: 78.98% [296400/375300] [236.9/300.0] [batch_t 0.268 (0.245)] [data_t 0.009] [optim_t 0.259] [lr 0.000342] [CE 3.074 (3.149)] [KD 0.000 (0.000)] +2024-10-13 15:48:40,124 - Train: 78.99% [296450/375300] [237.0/300.0] [batch_t 0.252 (0.242)] [data_t 0.009] [optim_t 0.243] [lr 0.000342] [CE 2.990 (3.114)] [KD 0.000 (0.000)] +2024-10-13 15:49:00,866 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39551] [top5_cnt 47397] [top_all 50000] +2024-10-13 15:49:00,866 - net: 79.102 (94.794) +2024-10-13 15:49:13,629 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 40439] [top5_cnt 47768] [top_all 50000] +2024-10-13 15:49:13,629 - net_E: 80.878 (95.536) +2024-10-13 15:49:13,795 - Max [top1: 79.102 (epoch: 237)] [top1-ema: 80.930 (epoch: 235)] +2024-10-13 15:49:13,795 - ==> Total time: 20:15:40 Eta: 5:23:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:49:21,645 - Train: 79.00% [296500/375300] [237.0/300.0] [batch_t 0.193 (0.277)] [data_t 0.009] [optim_t 0.184] [lr 0.000342] [CE 2.881 (3.156)] [KD 0.000 (0.000)] +2024-10-13 15:49:33,438 - Train: 79.02% [296550/375300] [237.1/300.0] [batch_t 0.286 (0.236)] [data_t 0.009] [optim_t 0.277] [lr 0.000341] [CE 3.158 (3.151)] [KD 0.000 (0.000)] +2024-10-13 15:49:46,512 - Train: 79.03% [296600/375300] [237.1/300.0] [batch_t 0.195 (0.261)] [data_t 0.009] [optim_t 0.186] [lr 0.000341] [CE 3.170 (3.131)] [KD 0.000 (0.000)] +2024-10-13 15:49:58,928 - Train: 79.04% [296650/375300] [237.1/300.0] [batch_t 0.258 (0.248)] [data_t 0.009] [optim_t 0.249] [lr 0.000340] [CE 3.255 (3.143)] [KD 0.000 (0.000)] +2024-10-13 15:50:10,891 - Train: 79.06% [296700/375300] [237.2/300.0] [batch_t 0.292 (0.239)] [data_t 0.009] [optim_t 0.283] [lr 0.000340] [CE 2.846 (3.185)] [KD 0.000 (0.000)] +2024-10-13 15:50:22,972 - Train: 79.07% [296750/375300] [237.2/300.0] [batch_t 0.215 (0.242)] [data_t 0.009] [optim_t 0.206] [lr 0.000340] [CE 3.224 (3.154)] [KD 0.000 (0.000)] +2024-10-13 15:50:35,424 - Train: 79.08% [296800/375300] [237.3/300.0] [batch_t 0.452 (0.249)] [data_t 0.009] [optim_t 0.443] [lr 0.000339] [CE 3.386 (3.162)] [KD 0.000 (0.000)] +2024-10-13 15:50:47,450 - Train: 79.10% [296850/375300] [237.3/300.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.000339] [CE 2.887 (3.197)] [KD 0.000 (0.000)] +2024-10-13 15:50:59,860 - Train: 79.11% [296900/375300] [237.3/300.0] [batch_t 0.185 (0.248)] [data_t 0.009] [optim_t 0.176] [lr 0.000338] [CE 3.174 (3.171)] [KD 0.000 (0.000)] +2024-10-13 15:51:12,365 - Train: 79.12% [296950/375300] [237.4/300.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.000338] [CE 3.313 (3.201)] [KD 0.000 (0.000)] +2024-10-13 15:51:24,939 - Train: 79.14% [297000/375300] [237.4/300.0] [batch_t 0.226 (0.251)] [data_t 0.009] [optim_t 0.217] [lr 0.000338] [CE 3.272 (3.195)] [KD 0.000 (0.000)] +2024-10-13 15:51:37,627 - Train: 79.15% [297050/375300] [237.5/300.0] [batch_t 0.275 (0.254)] [data_t 0.009] [optim_t 0.266] [lr 0.000337] [CE 3.272 (3.138)] [KD 0.000 (0.000)] +2024-10-13 15:51:50,066 - Train: 79.16% [297100/375300] [237.5/300.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000337] [CE 3.082 (3.161)] [KD 0.000 (0.000)] +2024-10-13 15:52:02,285 - Train: 79.18% [297150/375300] [237.5/300.0] [batch_t 0.257 (0.244)] [data_t 0.009] [optim_t 0.248] [lr 0.000337] [CE 3.160 (3.150)] [KD 0.000 (0.000)] +2024-10-13 15:52:15,027 - Train: 79.19% [297200/375300] [237.6/300.0] [batch_t 0.181 (0.255)] [data_t 0.009] [optim_t 0.172] [lr 0.000336] [CE 2.818 (3.153)] [KD 0.000 (0.000)] +2024-10-13 15:52:27,264 - Train: 79.20% [297250/375300] [237.6/300.0] [batch_t 0.223 (0.245)] [data_t 0.009] [optim_t 0.214] [lr 0.000336] [CE 3.346 (3.173)] [KD 0.000 (0.000)] +2024-10-13 15:52:39,913 - Train: 79.22% [297300/375300] [237.6/300.0] [batch_t 0.255 (0.253)] [data_t 0.009] [optim_t 0.247] [lr 0.000335] [CE 3.211 (3.161)] [KD 0.000 (0.000)] +2024-10-13 15:52:52,358 - Train: 79.23% [297350/375300] [237.7/300.0] [batch_t 0.211 (0.249)] [data_t 0.009] [optim_t 0.202] [lr 0.000335] [CE 3.411 (3.175)] [KD 0.000 (0.000)] +2024-10-13 15:53:04,780 - Train: 79.24% [297400/375300] [237.7/300.0] [batch_t 0.231 (0.248)] [data_t 0.009] [optim_t 0.222] [lr 0.000335] [CE 3.000 (3.145)] [KD 0.000 (0.000)] +2024-10-13 15:53:17,327 - Train: 79.26% [297450/375300] [237.8/300.0] [batch_t 0.210 (0.251)] [data_t 0.009] [optim_t 0.201] [lr 0.000334] [CE 3.289 (3.201)] [KD 0.000 (0.000)] +2024-10-13 15:53:29,900 - Train: 79.27% [297500/375300] [237.8/300.0] [batch_t 0.259 (0.251)] [data_t 0.009] [optim_t 0.250] [lr 0.000334] [CE 3.240 (3.166)] [KD 0.000 (0.000)] +2024-10-13 15:53:42,037 - Train: 79.28% [297550/375300] [237.8/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.177] [lr 0.000334] [CE 2.774 (3.195)] [KD 0.000 (0.000)] +2024-10-13 15:53:54,333 - Train: 79.30% [297600/375300] [237.9/300.0] [batch_t 0.225 (0.246)] [data_t 0.009] [optim_t 0.216] [lr 0.000333] [CE 2.967 (3.128)] [KD 0.000 (0.000)] +2024-10-13 15:54:06,652 - Train: 79.31% [297650/375300] [237.9/300.0] [batch_t 0.278 (0.246)] [data_t 0.009] [optim_t 0.269] [lr 0.000333] [CE 3.221 (3.171)] [KD 0.000 (0.000)] +2024-10-13 15:54:18,788 - Train: 79.32% [297700/375300] [238.0/300.0] [batch_t 0.195 (0.242)] [data_t 0.009] [optim_t 0.186] [lr 0.000332] [CE 3.119 (3.193)] [KD 0.000 (0.000)] +2024-10-13 15:54:41,018 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.269)] [top1_cnt 39444] [top5_cnt 47355] [top_all 50000] +2024-10-13 15:54:41,018 - net: 78.888 (94.710) +2024-10-13 15:54:53,556 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40444] [top5_cnt 47772] [top_all 50000] +2024-10-13 15:54:53,557 - net_E: 80.888 (95.544) +2024-10-13 15:54:53,720 - Max [top1: 79.102 (epoch: 237)] [top1-ema: 80.930 (epoch: 235)] +2024-10-13 15:54:53,721 - ==> Total time: 20:21:20 Eta: 5:18:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 15:55:00,213 - Train: 79.34% [297750/375300] [238.0/300.0] [batch_t 0.192 (0.420)] [data_t 0.009] [optim_t 0.183] [lr 0.000332] [CE 3.319 (3.155)] [KD 0.000 (0.000)] +2024-10-13 15:55:10,963 - Train: 79.35% [297800/375300] [238.0/300.0] [batch_t 0.207 (0.215)] [data_t 0.009] [optim_t 0.198] [lr 0.000332] [CE 3.197 (3.171)] [KD 0.000 (0.000)] +2024-10-13 15:55:22,757 - Train: 79.36% [297850/375300] [238.1/300.0] [batch_t 0.193 (0.236)] [data_t 0.009] [optim_t 0.184] [lr 0.000331] [CE 2.980 (3.091)] [KD 0.000 (0.000)] +2024-10-13 15:55:34,539 - Train: 79.38% [297900/375300] [238.1/300.0] [batch_t 0.188 (0.235)] [data_t 0.009] [optim_t 0.179] [lr 0.000331] [CE 3.144 (3.180)] [KD 0.000 (0.000)] +2024-10-13 15:55:45,845 - Train: 79.39% [297950/375300] [238.2/300.0] [batch_t 0.316 (0.226)] [data_t 0.009] [optim_t 0.307] [lr 0.000331] [CE 3.221 (3.180)] [KD 0.000 (0.000)] +2024-10-13 15:55:57,636 - Train: 79.40% [298000/375300] [238.2/300.0] [batch_t 0.411 (0.236)] [data_t 0.009] [optim_t 0.402] [lr 0.000330] [CE 3.069 (3.189)] [KD 0.000 (0.000)] +2024-10-13 15:56:09,327 - Train: 79.42% [298050/375300] [238.2/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.000330] [CE 2.892 (3.184)] [KD 0.000 (0.000)] +2024-10-13 15:56:21,090 - Train: 79.43% [298100/375300] [238.3/300.0] [batch_t 0.191 (0.235)] [data_t 0.009] [optim_t 0.182] [lr 0.000329] [CE 2.959 (3.174)] [KD 0.000 (0.000)] +2024-10-13 15:56:32,289 - Train: 79.44% [298150/375300] [238.3/300.0] [batch_t 0.189 (0.224)] [data_t 0.009] [optim_t 0.180] [lr 0.000329] [CE 3.184 (3.128)] [KD 0.000 (0.000)] +2024-10-13 15:56:44,056 - Train: 79.46% [298200/375300] [238.4/300.0] [batch_t 0.189 (0.235)] [data_t 0.009] [optim_t 0.180] [lr 0.000329] [CE 3.313 (3.146)] [KD 0.000 (0.000)] +2024-10-13 15:56:55,569 - Train: 79.47% [298250/375300] [238.4/300.0] [batch_t 0.227 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.000328] [CE 3.248 (3.147)] [KD 0.000 (0.000)] +2024-10-13 15:57:07,149 - Train: 79.48% [298300/375300] [238.4/300.0] [batch_t 0.247 (0.231)] [data_t 0.009] [optim_t 0.238] [lr 0.000328] [CE 3.135 (3.165)] [KD 0.000 (0.000)] +2024-10-13 15:57:19,046 - Train: 79.50% [298350/375300] [238.5/300.0] [batch_t 0.237 (0.238)] [data_t 0.009] [optim_t 0.228] [lr 0.000328] [CE 3.259 (3.121)] [KD 0.000 (0.000)] +2024-10-13 15:57:31,287 - Train: 79.51% [298400/375300] [238.5/300.0] [batch_t 0.466 (0.245)] [data_t 0.009] [optim_t 0.457] [lr 0.000327] [CE 3.174 (3.163)] [KD 0.000 (0.000)] +2024-10-13 15:57:43,126 - Train: 79.52% [298450/375300] [238.6/300.0] [batch_t 0.259 (0.237)] [data_t 0.009] [optim_t 0.250] [lr 0.000327] [CE 3.106 (3.194)] [KD 0.000 (0.000)] +2024-10-13 15:57:55,224 - Train: 79.54% [298500/375300] [238.6/300.0] [batch_t 0.189 (0.242)] [data_t 0.009] [optim_t 0.180] [lr 0.000326] [CE 3.170 (3.206)] [KD 0.000 (0.000)] +2024-10-13 15:58:07,554 - Train: 79.55% [298550/375300] [238.6/300.0] [batch_t 0.248 (0.246)] [data_t 0.009] [optim_t 0.238] [lr 0.000326] [CE 3.146 (3.186)] [KD 0.000 (0.000)] +2024-10-13 15:58:19,259 - Train: 79.56% [298600/375300] [238.7/300.0] [batch_t 0.210 (0.234)] [data_t 0.009] [optim_t 0.201] [lr 0.000326] [CE 3.252 (3.191)] [KD 0.000 (0.000)] +2024-10-13 15:58:31,359 - Train: 79.58% [298650/375300] [238.7/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.179] [lr 0.000325] [CE 2.913 (3.144)] [KD 0.000 (0.000)] +2024-10-13 15:58:43,465 - Train: 79.59% [298700/375300] [238.8/300.0] [batch_t 0.487 (0.242)] [data_t 0.009] [optim_t 0.478] [lr 0.000325] [CE 3.448 (3.214)] [KD 0.000 (0.000)] +2024-10-13 15:58:55,228 - Train: 79.60% [298750/375300] [238.8/300.0] [batch_t 0.289 (0.235)] [data_t 0.009] [optim_t 0.280] [lr 0.000325] [CE 3.298 (3.183)] [KD 0.000 (0.000)] +2024-10-13 15:59:07,341 - Train: 79.62% [298800/375300] [238.8/300.0] [batch_t 0.336 (0.242)] [data_t 0.009] [optim_t 0.327] [lr 0.000324] [CE 3.071 (3.110)] [KD 0.000 (0.000)] +2024-10-13 15:59:18,806 - Train: 79.63% [298850/375300] [238.9/300.0] [batch_t 0.188 (0.229)] [data_t 0.009] [optim_t 0.179] [lr 0.000324] [CE 3.159 (3.185)] [KD 0.000 (0.000)] +2024-10-13 15:59:31,150 - Train: 79.64% [298900/375300] [238.9/300.0] [batch_t 0.455 (0.247)] [data_t 0.009] [optim_t 0.446] [lr 0.000323] [CE 3.124 (3.143)] [KD 0.000 (0.000)] +2024-10-13 15:59:42,718 - Train: 79.66% [298950/375300] [239.0/300.0] [batch_t 0.194 (0.231)] [data_t 0.009] [optim_t 0.185] [lr 0.000323] [CE 3.099 (3.160)] [KD 0.000 (0.000)] +2024-10-13 16:00:03,730 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 39596] [top5_cnt 47376] [top_all 50000] +2024-10-13 16:00:03,730 - net: 79.192 (94.752) +2024-10-13 16:00:15,999 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40452] [top5_cnt 47774] [top_all 50000] +2024-10-13 16:00:16,000 - net_E: 80.904 (95.548) +2024-10-13 16:00:16,152 - Max [top1: 79.192 (epoch: 239)] [top1-ema: 80.930 (epoch: 235)] +2024-10-13 16:00:16,152 - ==> Total time: 20:26:43 Eta: 5:13:05 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:00:24,491 - Train: 79.67% [299000/375300] [239.0/300.0] [batch_t 0.186 (0.308)] [data_t 0.009] [optim_t 0.177] [lr 0.000323] [CE 3.137 (3.213)] [KD 0.000 (0.000)] +2024-10-13 16:00:35,273 - Train: 79.68% [299050/375300] [239.0/300.0] [batch_t 0.270 (0.215)] [data_t 0.094] [optim_t 0.175] [lr 0.000322] [CE 3.276 (3.160)] [KD 0.000 (0.000)] +2024-10-13 16:00:47,487 - Train: 79.70% [299100/375300] [239.1/300.0] [batch_t 0.193 (0.244)] [data_t 0.009] [optim_t 0.184] [lr 0.000322] [CE 3.319 (3.158)] [KD 0.000 (0.000)] +2024-10-13 16:00:59,202 - Train: 79.71% [299150/375300] [239.1/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.000322] [CE 3.241 (3.141)] [KD 0.000 (0.000)] +2024-10-13 16:01:11,426 - Train: 79.72% [299200/375300] [239.2/300.0] [batch_t 0.189 (0.244)] [data_t 0.009] [optim_t 0.180] [lr 0.000321] [CE 3.062 (3.166)] [KD 0.000 (0.000)] +2024-10-13 16:01:23,311 - Train: 79.74% [299250/375300] [239.2/300.0] [batch_t 0.202 (0.238)] [data_t 0.009] [optim_t 0.193] [lr 0.000321] [CE 3.006 (3.142)] [KD 0.000 (0.000)] +2024-10-13 16:01:35,009 - Train: 79.75% [299300/375300] [239.2/300.0] [batch_t 0.223 (0.234)] [data_t 0.009] [optim_t 0.214] [lr 0.000321] [CE 3.486 (3.140)] [KD 0.000 (0.000)] +2024-10-13 16:01:46,939 - Train: 79.76% [299350/375300] [239.3/300.0] [batch_t 0.193 (0.238)] [data_t 0.009] [optim_t 0.184] [lr 0.000320] [CE 3.252 (3.166)] [KD 0.000 (0.000)] +2024-10-13 16:01:58,781 - Train: 79.78% [299400/375300] [239.3/300.0] [batch_t 0.191 (0.237)] [data_t 0.009] [optim_t 0.182] [lr 0.000320] [CE 3.120 (3.176)] [KD 0.000 (0.000)] +2024-10-13 16:02:10,521 - Train: 79.79% [299450/375300] [239.4/300.0] [batch_t 0.189 (0.235)] [data_t 0.009] [optim_t 0.180] [lr 0.000319] [CE 3.113 (3.166)] [KD 0.000 (0.000)] +2024-10-13 16:02:22,235 - Train: 79.80% [299500/375300] [239.4/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.179] [lr 0.000319] [CE 3.043 (3.145)] [KD 0.000 (0.000)] +2024-10-13 16:02:33,435 - Train: 79.82% [299550/375300] [239.4/300.0] [batch_t 0.188 (0.224)] [data_t 0.009] [optim_t 0.179] [lr 0.000319] [CE 3.245 (3.151)] [KD 0.000 (0.000)] +2024-10-13 16:02:45,313 - Train: 79.83% [299600/375300] [239.5/300.0] [batch_t 0.249 (0.237)] [data_t 0.009] [optim_t 0.240] [lr 0.000318] [CE 3.044 (3.138)] [KD 0.000 (0.000)] +2024-10-13 16:02:56,961 - Train: 79.84% [299650/375300] [239.5/300.0] [batch_t 0.191 (0.233)] [data_t 0.009] [optim_t 0.182] [lr 0.000318] [CE 2.803 (3.149)] [KD 0.000 (0.000)] +2024-10-13 16:03:08,628 - Train: 79.86% [299700/375300] [239.6/300.0] [batch_t 0.194 (0.233)] [data_t 0.009] [optim_t 0.185] [lr 0.000318] [CE 3.225 (3.162)] [KD 0.000 (0.000)] +2024-10-13 16:03:20,621 - Train: 79.87% [299750/375300] [239.6/300.0] [batch_t 0.189 (0.240)] [data_t 0.009] [optim_t 0.180] [lr 0.000317] [CE 3.257 (3.169)] [KD 0.000 (0.000)] +2024-10-13 16:03:32,100 - Train: 79.88% [299800/375300] [239.6/300.0] [batch_t 0.220 (0.229)] [data_t 0.009] [optim_t 0.211] [lr 0.000317] [CE 3.032 (3.189)] [KD 0.000 (0.000)] +2024-10-13 16:03:44,015 - Train: 79.90% [299850/375300] [239.7/300.0] [batch_t 0.226 (0.238)] [data_t 0.009] [optim_t 0.217] [lr 0.000316] [CE 3.375 (3.168)] [KD 0.000 (0.000)] +2024-10-13 16:03:55,974 - Train: 79.91% [299900/375300] [239.7/300.0] [batch_t 0.189 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.000316] [CE 3.404 (3.169)] [KD 0.000 (0.000)] +2024-10-13 16:04:08,326 - Train: 79.92% [299950/375300] [239.8/300.0] [batch_t 0.194 (0.247)] [data_t 0.009] [optim_t 0.185] [lr 0.000316] [CE 2.924 (3.160)] [KD 0.000 (0.000)] +2024-10-13 16:04:20,369 - Train: 79.94% [300000/375300] [239.8/300.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000315] [CE 3.216 (3.146)] [KD 0.000 (0.000)] +2024-10-13 16:04:32,605 - Train: 79.95% [300050/375300] [239.8/300.0] [batch_t 0.232 (0.245)] [data_t 0.009] [optim_t 0.223] [lr 0.000315] [CE 3.062 (3.149)] [KD 0.000 (0.000)] +2024-10-13 16:04:44,637 - Train: 79.96% [300100/375300] [239.9/300.0] [batch_t 0.192 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.000315] [CE 3.304 (3.142)] [KD 0.000 (0.000)] +2024-10-13 16:04:56,946 - Train: 79.98% [300150/375300] [239.9/300.0] [batch_t 0.266 (0.246)] [data_t 0.009] [optim_t 0.257] [lr 0.000314] [CE 2.959 (3.156)] [KD 0.000 (0.000)] +2024-10-13 16:05:09,083 - Train: 79.99% [300200/375300] [240.0/300.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000314] [CE 3.110 (3.192)] [KD 0.000 (0.000)] +2024-10-13 16:05:30,442 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39343] [top5_cnt 47319] [top_all 50000] +2024-10-13 16:05:30,443 - net: 78.686 (94.638) +2024-10-13 16:05:42,908 - Test (net_E): 100.00% [50/50] [batch_t 0.074 (0.243)] [top1_cnt 40443] [top5_cnt 47759] [top_all 50000] +2024-10-13 16:05:42,908 - net_E: 80.886 (95.518) +2024-10-13 16:05:43,057 - Max [top1: 79.192 (epoch: 239)] [top1-ema: 80.930 (epoch: 235)] +2024-10-13 16:05:43,057 - ==> Total time: 20:32:09 Eta: 5:08:02 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:05:50,290 - Train: 80.00% [300250/375300] [240.0/300.0] [batch_t 0.185 (0.352)] [data_t 0.009] [optim_t 0.176] [lr 0.000314] [CE 3.199 (2.988)] [KD 0.000 (0.000)] +2024-10-13 16:06:01,520 - Train: 80.02% [300300/375300] [240.0/300.0] [batch_t 0.214 (0.224)] [data_t 0.009] [optim_t 0.205] [lr 0.000313] [CE 3.172 (3.189)] [KD 0.000 (0.000)] +2024-10-13 16:06:13,530 - Train: 80.03% [300350/375300] [240.1/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.000313] [CE 2.908 (3.154)] [KD 0.000 (0.000)] +2024-10-13 16:06:25,515 - Train: 80.04% [300400/375300] [240.1/300.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000312] [CE 3.005 (3.135)] [KD 0.000 (0.000)] +2024-10-13 16:06:37,747 - Train: 80.06% [300450/375300] [240.2/300.0] [batch_t 0.205 (0.245)] [data_t 0.009] [optim_t 0.196] [lr 0.000312] [CE 3.146 (3.153)] [KD 0.000 (0.000)] +2024-10-13 16:06:49,752 - Train: 80.07% [300500/375300] [240.2/300.0] [batch_t 0.249 (0.240)] [data_t 0.009] [optim_t 0.240] [lr 0.000312] [CE 3.301 (3.163)] [KD 0.000 (0.000)] +2024-10-13 16:07:01,746 - Train: 80.08% [300550/375300] [240.2/300.0] [batch_t 0.236 (0.240)] [data_t 0.009] [optim_t 0.227] [lr 0.000311] [CE 3.126 (3.118)] [KD 0.000 (0.000)] +2024-10-13 16:07:13,699 - Train: 80.10% [300600/375300] [240.3/300.0] [batch_t 0.272 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.000311] [CE 3.073 (3.146)] [KD 0.000 (0.000)] +2024-10-13 16:07:25,577 - Train: 80.11% [300650/375300] [240.3/300.0] [batch_t 0.188 (0.237)] [data_t 0.009] [optim_t 0.179] [lr 0.000311] [CE 2.920 (3.134)] [KD 0.000 (0.000)] +2024-10-13 16:07:37,935 - Train: 80.12% [300700/375300] [240.4/300.0] [batch_t 0.335 (0.247)] [data_t 0.009] [optim_t 0.327] [lr 0.000310] [CE 3.035 (3.124)] [KD 0.000 (0.000)] +2024-10-13 16:07:49,671 - Train: 80.14% [300750/375300] [240.4/300.0] [batch_t 0.261 (0.235)] [data_t 0.009] [optim_t 0.252] [lr 0.000310] [CE 3.250 (3.182)] [KD 0.000 (0.000)] +2024-10-13 16:08:01,835 - Train: 80.15% [300800/375300] [240.4/300.0] [batch_t 0.233 (0.243)] [data_t 0.009] [optim_t 0.224] [lr 0.000310] [CE 2.984 (3.096)] [KD 0.000 (0.000)] +2024-10-13 16:08:13,681 - Train: 80.16% [300850/375300] [240.5/300.0] [batch_t 0.208 (0.237)] [data_t 0.009] [optim_t 0.199] [lr 0.000309] [CE 2.934 (3.141)] [KD 0.000 (0.000)] +2024-10-13 16:08:25,364 - Train: 80.18% [300900/375300] [240.5/300.0] [batch_t 0.313 (0.234)] [data_t 0.009] [optim_t 0.304] [lr 0.000309] [CE 3.278 (3.126)] [KD 0.000 (0.000)] +2024-10-13 16:08:38,101 - Train: 80.19% [300950/375300] [240.6/300.0] [batch_t 0.233 (0.255)] [data_t 0.009] [optim_t 0.224] [lr 0.000308] [CE 2.831 (3.146)] [KD 0.000 (0.000)] +2024-10-13 16:08:50,688 - Train: 80.20% [301000/375300] [240.6/300.0] [batch_t 0.254 (0.252)] [data_t 0.009] [optim_t 0.245] [lr 0.000308] [CE 3.306 (3.125)] [KD 0.000 (0.000)] +2024-10-13 16:09:03,382 - Train: 80.22% [301050/375300] [240.6/300.0] [batch_t 0.187 (0.254)] [data_t 0.009] [optim_t 0.178] [lr 0.000308] [CE 3.052 (3.141)] [KD 0.000 (0.000)] +2024-10-13 16:09:16,272 - Train: 80.23% [301100/375300] [240.7/300.0] [batch_t 0.190 (0.258)] [data_t 0.009] [optim_t 0.181] [lr 0.000307] [CE 3.340 (3.161)] [KD 0.000 (0.000)] +2024-10-13 16:09:28,686 - Train: 80.24% [301150/375300] [240.7/300.0] [batch_t 0.210 (0.248)] [data_t 0.009] [optim_t 0.201] [lr 0.000307] [CE 3.407 (3.152)] [KD 0.000 (0.000)] +2024-10-13 16:09:41,280 - Train: 80.26% [301200/375300] [240.8/300.0] [batch_t 0.250 (0.252)] [data_t 0.009] [optim_t 0.241] [lr 0.000307] [CE 3.125 (3.189)] [KD 0.000 (0.000)] +2024-10-13 16:09:53,985 - Train: 80.27% [301250/375300] [240.8/300.0] [batch_t 0.242 (0.254)] [data_t 0.009] [optim_t 0.233] [lr 0.000306] [CE 3.135 (3.157)] [KD 0.000 (0.000)] +2024-10-13 16:10:06,304 - Train: 80.28% [301300/375300] [240.8/300.0] [batch_t 0.217 (0.246)] [data_t 0.009] [optim_t 0.208] [lr 0.000306] [CE 3.076 (3.124)] [KD 0.000 (0.000)] +2024-10-13 16:10:18,878 - Train: 80.30% [301350/375300] [240.9/300.0] [batch_t 0.547 (0.251)] [data_t 0.009] [optim_t 0.538] [lr 0.000306] [CE 3.069 (3.171)] [KD 0.000 (0.000)] +2024-10-13 16:10:30,895 - Train: 80.31% [301400/375300] [240.9/300.0] [batch_t 0.263 (0.240)] [data_t 0.009] [optim_t 0.254] [lr 0.000305] [CE 3.349 (3.152)] [KD 0.000 (0.000)] +2024-10-13 16:10:43,156 - Train: 80.32% [301450/375300] [241.0/300.0] [batch_t 0.259 (0.245)] [data_t 0.009] [optim_t 0.250] [lr 0.000305] [CE 3.044 (3.216)] [KD 0.000 (0.000)] +2024-10-13 16:11:05,206 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 39576] [top5_cnt 47390] [top_all 50000] +2024-10-13 16:11:05,207 - net: 79.152 (94.780) +2024-10-13 16:11:17,582 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40456] [top5_cnt 47765] [top_all 50000] +2024-10-13 16:11:17,583 - net_E: 80.912 (95.530) +2024-10-13 16:11:17,725 - Max [top1: 79.192 (epoch: 239)] [top1-ema: 80.930 (epoch: 235)] +2024-10-13 16:11:17,725 - ==> Total time: 20:37:44 Eta: 5:03:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:11:23,804 - Train: 80.34% [301500/375300] [241.0/300.0] [batch_t 0.188 (0.529)] [data_t 0.009] [optim_t 0.178] [lr 0.000304] [CE 3.058 (3.175)] [KD 0.000 (0.000)] +2024-10-13 16:11:34,391 - Train: 80.35% [301550/375300] [241.0/300.0] [batch_t 0.187 (0.212)] [data_t 0.009] [optim_t 0.178] [lr 0.000304] [CE 2.807 (3.062)] [KD 0.000 (0.000)] +2024-10-13 16:11:46,471 - Train: 80.36% [301600/375300] [241.1/300.0] [batch_t 0.189 (0.241)] [data_t 0.009] [optim_t 0.180] [lr 0.000304] [CE 2.873 (3.138)] [KD 0.000 (0.000)] +2024-10-13 16:11:57,987 - Train: 80.38% [301650/375300] [241.1/300.0] [batch_t 0.278 (0.230)] [data_t 0.009] [optim_t 0.269] [lr 0.000303] [CE 3.355 (3.127)] [KD 0.000 (0.000)] +2024-10-13 16:12:10,191 - Train: 80.39% [301700/375300] [241.2/300.0] [batch_t 0.188 (0.244)] [data_t 0.009] [optim_t 0.179] [lr 0.000303] [CE 3.460 (3.102)] [KD 0.000 (0.000)] +2024-10-13 16:12:21,445 - Train: 80.40% [301750/375300] [241.2/300.0] [batch_t 0.187 (0.225)] [data_t 0.009] [optim_t 0.178] [lr 0.000303] [CE 2.972 (3.140)] [KD 0.000 (0.000)] +2024-10-13 16:12:33,329 - Train: 80.42% [301800/375300] [241.2/300.0] [batch_t 0.272 (0.238)] [data_t 0.009] [optim_t 0.263] [lr 0.000302] [CE 2.905 (3.146)] [KD 0.000 (0.000)] +2024-10-13 16:12:45,336 - Train: 80.43% [301850/375300] [241.3/300.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000302] [CE 3.307 (3.100)] [KD 0.000 (0.000)] +2024-10-13 16:12:57,395 - Train: 80.44% [301900/375300] [241.3/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.000302] [CE 3.079 (3.115)] [KD 0.000 (0.000)] +2024-10-13 16:13:09,828 - Train: 80.46% [301950/375300] [241.4/300.0] [batch_t 0.261 (0.249)] [data_t 0.009] [optim_t 0.252] [lr 0.000301] [CE 2.918 (3.102)] [KD 0.000 (0.000)] +2024-10-13 16:13:22,044 - Train: 80.47% [302000/375300] [241.4/300.0] [batch_t 0.229 (0.244)] [data_t 0.009] [optim_t 0.220] [lr 0.000301] [CE 3.180 (3.161)] [KD 0.000 (0.000)] +2024-10-13 16:13:34,346 - Train: 80.48% [302050/375300] [241.4/300.0] [batch_t 0.183 (0.246)] [data_t 0.009] [optim_t 0.174] [lr 0.000301] [CE 3.167 (3.114)] [KD 0.000 (0.000)] +2024-10-13 16:13:46,373 - Train: 80.50% [302100/375300] [241.5/300.0] [batch_t 0.204 (0.240)] [data_t 0.009] [optim_t 0.195] [lr 0.000300] [CE 3.463 (3.141)] [KD 0.000 (0.000)] +2024-10-13 16:13:58,520 - Train: 80.51% [302150/375300] [241.5/300.0] [batch_t 0.225 (0.243)] [data_t 0.009] [optim_t 0.216] [lr 0.000300] [CE 2.959 (3.187)] [KD 0.000 (0.000)] +2024-10-13 16:14:10,442 - Train: 80.52% [302200/375300] [241.6/300.0] [batch_t 0.194 (0.238)] [data_t 0.009] [optim_t 0.185] [lr 0.000299] [CE 3.232 (3.152)] [KD 0.000 (0.000)] +2024-10-13 16:14:22,423 - Train: 80.54% [302250/375300] [241.6/300.0] [batch_t 0.186 (0.240)] [data_t 0.009] [optim_t 0.177] [lr 0.000299] [CE 3.333 (3.125)] [KD 0.000 (0.000)] +2024-10-13 16:14:34,808 - Train: 80.55% [302300/375300] [241.6/300.0] [batch_t 0.233 (0.248)] [data_t 0.056] [optim_t 0.176] [lr 0.000299] [CE 3.262 (3.191)] [KD 0.000 (0.000)] +2024-10-13 16:14:47,191 - Train: 80.56% [302350/375300] [241.7/300.0] [batch_t 0.187 (0.248)] [data_t 0.009] [optim_t 0.178] [lr 0.000298] [CE 3.064 (3.130)] [KD 0.000 (0.000)] +2024-10-13 16:14:59,540 - Train: 80.58% [302400/375300] [241.7/300.0] [batch_t 0.247 (0.247)] [data_t 0.009] [optim_t 0.238] [lr 0.000298] [CE 3.132 (3.112)] [KD 0.000 (0.000)] +2024-10-13 16:15:11,749 - Train: 80.59% [302450/375300] [241.8/300.0] [batch_t 0.203 (0.244)] [data_t 0.009] [optim_t 0.194] [lr 0.000298] [CE 3.182 (3.153)] [KD 0.000 (0.000)] +2024-10-13 16:15:24,148 - Train: 80.60% [302500/375300] [241.8/300.0] [batch_t 0.197 (0.248)] [data_t 0.009] [optim_t 0.188] [lr 0.000297] [CE 3.148 (3.157)] [KD 0.000 (0.000)] +2024-10-13 16:15:36,561 - Train: 80.62% [302550/375300] [241.8/300.0] [batch_t 0.230 (0.248)] [data_t 0.050] [optim_t 0.180] [lr 0.000297] [CE 3.123 (3.149)] [KD 0.000 (0.000)] +2024-10-13 16:15:49,024 - Train: 80.63% [302600/375300] [241.9/300.0] [batch_t 0.263 (0.249)] [data_t 0.086] [optim_t 0.177] [lr 0.000297] [CE 3.239 (3.117)] [KD 0.000 (0.000)] +2024-10-13 16:16:01,486 - Train: 80.64% [302650/375300] [241.9/300.0] [batch_t 0.189 (0.249)] [data_t 0.009] [optim_t 0.180] [lr 0.000296] [CE 3.155 (3.151)] [KD 0.000 (0.000)] +2024-10-13 16:16:13,730 - Train: 80.66% [302700/375300] [242.0/300.0] [batch_t 0.274 (0.245)] [data_t 0.096] [optim_t 0.178] [lr 0.000296] [CE 3.302 (3.168)] [KD 0.000 (0.000)] +2024-10-13 16:16:35,680 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39688] [top5_cnt 47485] [top_all 50000] +2024-10-13 16:16:35,680 - net: 79.376 (94.970) +2024-10-13 16:16:48,004 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40481] [top5_cnt 47779] [top_all 50000] +2024-10-13 16:16:48,004 - net_E: 80.962 (95.558) +2024-10-13 16:16:48,139 - Max [top1: 79.376 (epoch: 242)] [top1-ema: 80.962 (epoch: 242)] +2024-10-13 16:16:48,139 - ==> Total time: 20:43:15 Eta: 4:57:58 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:16:55,829 - Train: 80.67% [302750/375300] [242.0/300.0] [batch_t 0.193 (0.299)] [data_t 0.009] [optim_t 0.184] [lr 0.000296] [CE 2.955 (3.078)] [KD 0.000 (0.000)] +2024-10-13 16:17:07,006 - Train: 80.68% [302800/375300] [242.0/300.0] [batch_t 0.303 (0.223)] [data_t 0.127] [optim_t 0.176] [lr 0.000295] [CE 3.254 (3.102)] [KD 0.000 (0.000)] +2024-10-13 16:17:19,284 - Train: 80.70% [302850/375300] [242.1/300.0] [batch_t 0.463 (0.245)] [data_t 0.009] [optim_t 0.454] [lr 0.000295] [CE 3.154 (3.113)] [KD 0.000 (0.000)] +2024-10-13 16:17:31,243 - Train: 80.71% [302900/375300] [242.1/300.0] [batch_t 0.199 (0.239)] [data_t 0.009] [optim_t 0.190] [lr 0.000294] [CE 3.073 (3.127)] [KD 0.000 (0.000)] +2024-10-13 16:17:43,692 - Train: 80.72% [302950/375300] [242.2/300.0] [batch_t 0.255 (0.249)] [data_t 0.009] [optim_t 0.246] [lr 0.000294] [CE 2.867 (3.101)] [KD 0.000 (0.000)] +2024-10-13 16:17:55,860 - Train: 80.74% [303000/375300] [242.2/300.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.241] [lr 0.000294] [CE 3.069 (3.126)] [KD 0.000 (0.000)] +2024-10-13 16:18:07,621 - Train: 80.75% [303050/375300] [242.2/300.0] [batch_t 0.241 (0.235)] [data_t 0.009] [optim_t 0.233] [lr 0.000293] [CE 2.817 (3.121)] [KD 0.000 (0.000)] +2024-10-13 16:18:19,491 - Train: 80.76% [303100/375300] [242.3/300.0] [batch_t 0.277 (0.237)] [data_t 0.009] [optim_t 0.268] [lr 0.000293] [CE 3.337 (3.101)] [KD 0.000 (0.000)] +2024-10-13 16:18:31,205 - Train: 80.78% [303150/375300] [242.3/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.000293] [CE 3.256 (3.140)] [KD 0.000 (0.000)] +2024-10-13 16:18:42,816 - Train: 80.79% [303200/375300] [242.4/300.0] [batch_t 0.190 (0.232)] [data_t 0.009] [optim_t 0.181] [lr 0.000292] [CE 3.141 (3.085)] [KD 0.000 (0.000)] +2024-10-13 16:18:54,802 - Train: 80.80% [303250/375300] [242.4/300.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.000292] [CE 2.883 (3.119)] [KD 0.000 (0.000)] +2024-10-13 16:19:06,924 - Train: 80.82% [303300/375300] [242.4/300.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000292] [CE 2.810 (3.116)] [KD 0.000 (0.000)] +2024-10-13 16:19:18,824 - Train: 80.83% [303350/375300] [242.5/300.0] [batch_t 0.210 (0.238)] [data_t 0.009] [optim_t 0.201] [lr 0.000291] [CE 3.186 (3.180)] [KD 0.000 (0.000)] +2024-10-13 16:19:31,220 - Train: 80.84% [303400/375300] [242.5/300.0] [batch_t 0.273 (0.248)] [data_t 0.009] [optim_t 0.264] [lr 0.000291] [CE 3.024 (3.140)] [KD 0.000 (0.000)] +2024-10-13 16:19:43,109 - Train: 80.86% [303450/375300] [242.6/300.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.000291] [CE 3.128 (3.136)] [KD 0.000 (0.000)] +2024-10-13 16:19:55,260 - Train: 80.87% [303500/375300] [242.6/300.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.212] [lr 0.000290] [CE 3.109 (3.106)] [KD 0.000 (0.000)] +2024-10-13 16:20:07,301 - Train: 80.88% [303550/375300] [242.6/300.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.000290] [CE 3.121 (3.131)] [KD 0.000 (0.000)] +2024-10-13 16:20:19,324 - Train: 80.90% [303600/375300] [242.7/300.0] [batch_t 0.261 (0.240)] [data_t 0.009] [optim_t 0.252] [lr 0.000290] [CE 2.954 (3.096)] [KD 0.000 (0.000)] +2024-10-13 16:20:31,308 - Train: 80.91% [303650/375300] [242.7/300.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.000289] [CE 2.756 (3.138)] [KD 0.000 (0.000)] +2024-10-13 16:20:43,320 - Train: 80.92% [303700/375300] [242.8/300.0] [batch_t 0.226 (0.240)] [data_t 0.009] [optim_t 0.217] [lr 0.000289] [CE 3.387 (3.130)] [KD 0.000 (0.000)] +2024-10-13 16:20:55,572 - Train: 80.94% [303750/375300] [242.8/300.0] [batch_t 0.264 (0.245)] [data_t 0.009] [optim_t 0.255] [lr 0.000288] [CE 3.119 (3.136)] [KD 0.000 (0.000)] +2024-10-13 16:21:07,765 - Train: 80.95% [303800/375300] [242.8/300.0] [batch_t 0.258 (0.244)] [data_t 0.009] [optim_t 0.249] [lr 0.000288] [CE 3.091 (3.122)] [KD 0.000 (0.000)] +2024-10-13 16:21:20,125 - Train: 80.96% [303850/375300] [242.9/300.0] [batch_t 0.296 (0.247)] [data_t 0.009] [optim_t 0.287] [lr 0.000288] [CE 3.146 (3.164)] [KD 0.000 (0.000)] +2024-10-13 16:21:32,314 - Train: 80.98% [303900/375300] [242.9/300.0] [batch_t 0.286 (0.244)] [data_t 0.009] [optim_t 0.277] [lr 0.000287] [CE 3.080 (3.176)] [KD 0.000 (0.000)] +2024-10-13 16:21:44,557 - Train: 80.99% [303950/375300] [243.0/300.0] [batch_t 0.212 (0.245)] [data_t 0.009] [optim_t 0.203] [lr 0.000287] [CE 3.299 (3.157)] [KD 0.000 (0.000)] +2024-10-13 16:22:06,323 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 39665] [top5_cnt 47443] [top_all 50000] +2024-10-13 16:22:06,323 - net: 79.330 (94.886) +2024-10-13 16:22:18,610 - Test (net_E): 100.00% [50/50] [batch_t 0.108 (0.239)] [top1_cnt 40498] [top5_cnt 47796] [top_all 50000] +2024-10-13 16:22:18,610 - net_E: 80.996 (95.592) +2024-10-13 16:22:18,751 - Max [top1: 79.376 (epoch: 242)] [top1-ema: 80.996 (epoch: 243)] +2024-10-13 16:22:18,752 - ==> Total time: 20:48:45 Eta: 4:52:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:22:24,817 - Train: 81.00% [304000/375300] [243.0/300.0] [batch_t 0.185 (0.352)] [data_t 0.009] [optim_t 0.176] [lr 0.000287] [CE 3.055 (3.161)] [KD 0.000 (0.000)] +2024-10-13 16:22:35,516 - Train: 81.02% [304050/375300] [243.0/300.0] [batch_t 0.264 (0.214)] [data_t 0.086] [optim_t 0.178] [lr 0.000286] [CE 2.741 (3.110)] [KD 0.000 (0.000)] +2024-10-13 16:22:46,952 - Train: 81.03% [304100/375300] [243.1/300.0] [batch_t 0.250 (0.229)] [data_t 0.009] [optim_t 0.241] [lr 0.000286] [CE 2.902 (3.095)] [KD 0.000 (0.000)] +2024-10-13 16:22:58,600 - Train: 81.04% [304150/375300] [243.1/300.0] [batch_t 0.195 (0.233)] [data_t 0.009] [optim_t 0.186] [lr 0.000286] [CE 3.067 (3.114)] [KD 0.000 (0.000)] +2024-10-13 16:23:09,966 - Train: 81.06% [304200/375300] [243.2/300.0] [batch_t 0.194 (0.227)] [data_t 0.009] [optim_t 0.185] [lr 0.000285] [CE 3.134 (3.150)] [KD 0.000 (0.000)] +2024-10-13 16:23:21,449 - Train: 81.07% [304250/375300] [243.2/300.0] [batch_t 0.192 (0.230)] [data_t 0.009] [optim_t 0.183] [lr 0.000285] [CE 3.237 (3.116)] [KD 0.000 (0.000)] +2024-10-13 16:23:33,130 - Train: 81.08% [304300/375300] [243.2/300.0] [batch_t 0.265 (0.234)] [data_t 0.009] [optim_t 0.256] [lr 0.000285] [CE 3.248 (3.131)] [KD 0.000 (0.000)] +2024-10-13 16:23:45,343 - Train: 81.10% [304350/375300] [243.3/300.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.000284] [CE 3.141 (3.133)] [KD 0.000 (0.000)] +2024-10-13 16:23:57,283 - Train: 81.11% [304400/375300] [243.3/300.0] [batch_t 0.244 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.000284] [CE 3.354 (3.128)] [KD 0.000 (0.000)] +2024-10-13 16:24:09,372 - Train: 81.12% [304450/375300] [243.4/300.0] [batch_t 0.263 (0.242)] [data_t 0.009] [optim_t 0.254] [lr 0.000284] [CE 3.275 (3.106)] [KD 0.000 (0.000)] +2024-10-13 16:24:21,669 - Train: 81.14% [304500/375300] [243.4/300.0] [batch_t 0.276 (0.246)] [data_t 0.009] [optim_t 0.267] [lr 0.000283] [CE 3.056 (3.110)] [KD 0.000 (0.000)] +2024-10-13 16:24:33,783 - Train: 81.15% [304550/375300] [243.4/300.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.220] [lr 0.000283] [CE 3.189 (3.127)] [KD 0.000 (0.000)] +2024-10-13 16:24:46,057 - Train: 81.16% [304600/375300] [243.5/300.0] [batch_t 0.278 (0.245)] [data_t 0.009] [optim_t 0.269] [lr 0.000283] [CE 3.054 (3.118)] [KD 0.000 (0.000)] +2024-10-13 16:24:58,416 - Train: 81.18% [304650/375300] [243.5/300.0] [batch_t 0.248 (0.247)] [data_t 0.009] [optim_t 0.239] [lr 0.000282] [CE 3.238 (3.155)] [KD 0.000 (0.000)] +2024-10-13 16:25:10,704 - Train: 81.19% [304700/375300] [243.6/300.0] [batch_t 0.325 (0.246)] [data_t 0.009] [optim_t 0.316] [lr 0.000282] [CE 3.174 (3.120)] [KD 0.000 (0.000)] +2024-10-13 16:25:22,848 - Train: 81.20% [304750/375300] [243.6/300.0] [batch_t 0.286 (0.243)] [data_t 0.009] [optim_t 0.277] [lr 0.000282] [CE 2.930 (3.066)] [KD 0.000 (0.000)] +2024-10-13 16:25:35,095 - Train: 81.22% [304800/375300] [243.6/300.0] [batch_t 0.189 (0.245)] [data_t 0.009] [optim_t 0.180] [lr 0.000281] [CE 3.114 (3.152)] [KD 0.000 (0.000)] +2024-10-13 16:25:47,301 - Train: 81.23% [304850/375300] [243.7/300.0] [batch_t 0.195 (0.244)] [data_t 0.009] [optim_t 0.186] [lr 0.000281] [CE 2.952 (3.101)] [KD 0.000 (0.000)] +2024-10-13 16:25:59,205 - Train: 81.24% [304900/375300] [243.7/300.0] [batch_t 0.239 (0.238)] [data_t 0.009] [optim_t 0.230] [lr 0.000280] [CE 3.237 (3.123)] [KD 0.000 (0.000)] +2024-10-13 16:26:11,452 - Train: 81.25% [304950/375300] [243.8/300.0] [batch_t 0.191 (0.245)] [data_t 0.009] [optim_t 0.182] [lr 0.000280] [CE 2.777 (3.130)] [KD 0.000 (0.000)] +2024-10-13 16:26:23,566 - Train: 81.27% [305000/375300] [243.8/300.0] [batch_t 0.230 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000280] [CE 3.201 (3.134)] [KD 0.000 (0.000)] +2024-10-13 16:26:35,606 - Train: 81.28% [305050/375300] [243.8/300.0] [batch_t 0.271 (0.241)] [data_t 0.009] [optim_t 0.262] [lr 0.000279] [CE 2.695 (3.087)] [KD 0.000 (0.000)] +2024-10-13 16:26:47,695 - Train: 81.29% [305100/375300] [243.9/300.0] [batch_t 0.283 (0.242)] [data_t 0.009] [optim_t 0.274] [lr 0.000279] [CE 3.434 (3.105)] [KD 0.000 (0.000)] +2024-10-13 16:26:59,721 - Train: 81.31% [305150/375300] [243.9/300.0] [batch_t 0.227 (0.240)] [data_t 0.009] [optim_t 0.218] [lr 0.000279] [CE 3.115 (3.090)] [KD 0.000 (0.000)] +2024-10-13 16:27:11,590 - Train: 81.32% [305200/375300] [244.0/300.0] [batch_t 0.224 (0.237)] [data_t 0.009] [optim_t 0.215] [lr 0.000278] [CE 3.185 (3.165)] [KD 0.000 (0.000)] +2024-10-13 16:27:34,139 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39599] [top5_cnt 47472] [top_all 50000] +2024-10-13 16:27:34,140 - net: 79.198 (94.944) +2024-10-13 16:27:46,514 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40499] [top5_cnt 47815] [top_all 50000] +2024-10-13 16:27:46,515 - net_E: 80.998 (95.630) +2024-10-13 16:27:46,653 - Max [top1: 79.376 (epoch: 242)] [top1-ema: 80.998 (epoch: 244)] +2024-10-13 16:27:46,653 - ==> Total time: 20:54:13 Eta: 4:47:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:27:53,409 - Train: 81.33% [305250/375300] [244.0/300.0] [batch_t 0.190 (0.436)] [data_t 0.009] [optim_t 0.181] [lr 0.000278] [CE 2.871 (2.957)] [KD 0.000 (0.000)] +2024-10-13 16:28:04,333 - Train: 81.35% [305300/375300] [244.0/300.0] [batch_t 0.187 (0.218)] [data_t 0.009] [optim_t 0.178] [lr 0.000278] [CE 2.935 (3.114)] [KD 0.000 (0.000)] +2024-10-13 16:28:15,640 - Train: 81.36% [305350/375300] [244.1/300.0] [batch_t 0.188 (0.226)] [data_t 0.009] [optim_t 0.179] [lr 0.000277] [CE 3.081 (3.111)] [KD 0.000 (0.000)] +2024-10-13 16:28:27,706 - Train: 81.37% [305400/375300] [244.1/300.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000277] [CE 3.284 (3.092)] [KD 0.000 (0.000)] +2024-10-13 16:28:39,814 - Train: 81.39% [305450/375300] [244.2/300.0] [batch_t 0.264 (0.242)] [data_t 0.009] [optim_t 0.255] [lr 0.000277] [CE 3.226 (3.101)] [KD 0.000 (0.000)] +2024-10-13 16:28:51,926 - Train: 81.40% [305500/375300] [244.2/300.0] [batch_t 0.188 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.000276] [CE 3.258 (3.081)] [KD 0.000 (0.000)] +2024-10-13 16:29:03,771 - Train: 81.41% [305550/375300] [244.2/300.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.000276] [CE 3.553 (3.099)] [KD 0.000 (0.000)] +2024-10-13 16:29:15,748 - Train: 81.43% [305600/375300] [244.3/300.0] [batch_t 0.217 (0.239)] [data_t 0.009] [optim_t 0.208] [lr 0.000276] [CE 2.979 (3.122)] [KD 0.000 (0.000)] +2024-10-13 16:29:27,739 - Train: 81.44% [305650/375300] [244.3/300.0] [batch_t 0.193 (0.240)] [data_t 0.009] [optim_t 0.184] [lr 0.000275] [CE 2.691 (3.116)] [KD 0.000 (0.000)] +2024-10-13 16:29:39,826 - Train: 81.45% [305700/375300] [244.4/300.0] [batch_t 0.264 (0.242)] [data_t 0.009] [optim_t 0.255] [lr 0.000275] [CE 3.153 (3.134)] [KD 0.000 (0.000)] +2024-10-13 16:29:51,825 - Train: 81.47% [305750/375300] [244.4/300.0] [batch_t 0.190 (0.240)] [data_t 0.009] [optim_t 0.181] [lr 0.000275] [CE 2.763 (3.104)] [KD 0.000 (0.000)] +2024-10-13 16:30:03,960 - Train: 81.48% [305800/375300] [244.4/300.0] [batch_t 0.198 (0.243)] [data_t 0.009] [optim_t 0.189] [lr 0.000274] [CE 2.985 (3.130)] [KD 0.000 (0.000)] +2024-10-13 16:30:15,791 - Train: 81.49% [305850/375300] [244.5/300.0] [batch_t 0.189 (0.236)] [data_t 0.009] [optim_t 0.180] [lr 0.000274] [CE 2.981 (3.137)] [KD 0.000 (0.000)] +2024-10-13 16:30:27,814 - Train: 81.51% [305900/375300] [244.5/300.0] [batch_t 0.279 (0.240)] [data_t 0.009] [optim_t 0.270] [lr 0.000274] [CE 3.217 (3.115)] [KD 0.000 (0.000)] +2024-10-13 16:30:39,855 - Train: 81.52% [305950/375300] [244.6/300.0] [batch_t 0.253 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.000273] [CE 3.144 (3.100)] [KD 0.000 (0.000)] +2024-10-13 16:30:51,756 - Train: 81.53% [306000/375300] [244.6/300.0] [batch_t 0.245 (0.238)] [data_t 0.009] [optim_t 0.236] [lr 0.000273] [CE 3.257 (3.143)] [KD 0.000 (0.000)] +2024-10-13 16:31:03,564 - Train: 81.55% [306050/375300] [244.6/300.0] [batch_t 0.194 (0.236)] [data_t 0.009] [optim_t 0.185] [lr 0.000273] [CE 3.130 (3.122)] [KD 0.000 (0.000)] +2024-10-13 16:31:15,301 - Train: 81.56% [306100/375300] [244.7/300.0] [batch_t 0.191 (0.235)] [data_t 0.009] [optim_t 0.182] [lr 0.000272] [CE 3.086 (3.070)] [KD 0.000 (0.000)] +2024-10-13 16:31:26,852 - Train: 81.57% [306150/375300] [244.7/300.0] [batch_t 0.196 (0.231)] [data_t 0.009] [optim_t 0.186] [lr 0.000272] [CE 3.230 (3.147)] [KD 0.000 (0.000)] +2024-10-13 16:31:38,468 - Train: 81.59% [306200/375300] [244.8/300.0] [batch_t 0.395 (0.232)] [data_t 0.009] [optim_t 0.385] [lr 0.000272] [CE 3.066 (3.124)] [KD 0.000 (0.000)] +2024-10-13 16:31:50,345 - Train: 81.60% [306250/375300] [244.8/300.0] [batch_t 0.194 (0.237)] [data_t 0.009] [optim_t 0.185] [lr 0.000271] [CE 3.243 (3.146)] [KD 0.000 (0.000)] +2024-10-13 16:32:02,162 - Train: 81.61% [306300/375300] [244.8/300.0] [batch_t 0.196 (0.236)] [data_t 0.009] [optim_t 0.187] [lr 0.000271] [CE 3.102 (3.178)] [KD 0.000 (0.000)] +2024-10-13 16:32:13,872 - Train: 81.63% [306350/375300] [244.9/300.0] [batch_t 0.236 (0.234)] [data_t 0.009] [optim_t 0.227] [lr 0.000271] [CE 3.420 (3.110)] [KD 0.000 (0.000)] +2024-10-13 16:32:25,788 - Train: 81.64% [306400/375300] [244.9/300.0] [batch_t 0.210 (0.238)] [data_t 0.009] [optim_t 0.201] [lr 0.000270] [CE 3.109 (3.110)] [KD 0.000 (0.000)] +2024-10-13 16:32:37,805 - Train: 81.65% [306450/375300] [245.0/300.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000270] [CE 3.132 (3.144)] [KD 0.000 (0.000)] +2024-10-13 16:33:00,747 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.250)] [top1_cnt 39651] [top5_cnt 47491] [top_all 50000] +2024-10-13 16:33:00,748 - net: 79.302 (94.982) +2024-10-13 16:33:13,451 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 40498] [top5_cnt 47817] [top_all 50000] +2024-10-13 16:33:13,451 - net_E: 80.996 (95.634) +2024-10-13 16:33:13,598 - Max [top1: 79.376 (epoch: 242)] [top1-ema: 80.998 (epoch: 244)] +2024-10-13 16:33:13,598 - ==> Total time: 20:59:40 Eta: 4:42:47 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:33:18,408 - Train: 81.67% [306500/375300] [245.0/300.0] [batch_t 0.190 (0.702)] [data_t 0.009] [optim_t 0.181] [lr 0.000270] [CE 2.990 (3.108)] [KD 0.000 (0.000)] +2024-10-13 16:33:29,561 - Train: 81.68% [306550/375300] [245.0/300.0] [batch_t 0.281 (0.223)] [data_t 0.009] [optim_t 0.272] [lr 0.000269] [CE 3.104 (3.074)] [KD 0.000 (0.000)] +2024-10-13 16:33:42,262 - Train: 81.69% [306600/375300] [245.1/300.0] [batch_t 0.223 (0.254)] [data_t 0.009] [optim_t 0.214] [lr 0.000269] [CE 3.429 (3.117)] [KD 0.000 (0.000)] +2024-10-13 16:33:54,503 - Train: 81.71% [306650/375300] [245.1/300.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000269] [CE 2.918 (3.124)] [KD 0.000 (0.000)] +2024-10-13 16:34:06,642 - Train: 81.72% [306700/375300] [245.2/300.0] [batch_t 0.191 (0.243)] [data_t 0.009] [optim_t 0.183] [lr 0.000268] [CE 3.137 (3.107)] [KD 0.000 (0.000)] +2024-10-13 16:34:18,859 - Train: 81.73% [306750/375300] [245.2/300.0] [batch_t 0.263 (0.244)] [data_t 0.009] [optim_t 0.254] [lr 0.000268] [CE 3.077 (3.061)] [KD 0.000 (0.000)] +2024-10-13 16:34:30,810 - Train: 81.75% [306800/375300] [245.2/300.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.000268] [CE 2.808 (3.094)] [KD 0.000 (0.000)] +2024-10-13 16:34:42,716 - Train: 81.76% [306850/375300] [245.3/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.000267] [CE 3.175 (3.121)] [KD 0.000 (0.000)] +2024-10-13 16:34:54,472 - Train: 81.77% [306900/375300] [245.3/300.0] [batch_t 0.193 (0.235)] [data_t 0.009] [optim_t 0.184] [lr 0.000267] [CE 3.395 (3.118)] [KD 0.000 (0.000)] +2024-10-13 16:35:06,217 - Train: 81.79% [306950/375300] [245.4/300.0] [batch_t 0.245 (0.235)] [data_t 0.009] [optim_t 0.236] [lr 0.000267] [CE 3.388 (3.132)] [KD 0.000 (0.000)] +2024-10-13 16:35:18,368 - Train: 81.80% [307000/375300] [245.4/300.0] [batch_t 0.224 (0.243)] [data_t 0.009] [optim_t 0.215] [lr 0.000266] [CE 3.408 (3.101)] [KD 0.000 (0.000)] +2024-10-13 16:35:30,451 - Train: 81.81% [307050/375300] [245.4/300.0] [batch_t 0.319 (0.242)] [data_t 0.009] [optim_t 0.311] [lr 0.000266] [CE 3.383 (3.115)] [KD 0.000 (0.000)] +2024-10-13 16:35:42,405 - Train: 81.83% [307100/375300] [245.5/300.0] [batch_t 0.202 (0.239)] [data_t 0.009] [optim_t 0.193] [lr 0.000266] [CE 2.933 (3.091)] [KD 0.000 (0.000)] +2024-10-13 16:35:54,481 - Train: 81.84% [307150/375300] [245.5/300.0] [batch_t 0.325 (0.241)] [data_t 0.009] [optim_t 0.316] [lr 0.000265] [CE 3.272 (3.076)] [KD 0.000 (0.000)] +2024-10-13 16:36:06,258 - Train: 81.85% [307200/375300] [245.6/300.0] [batch_t 0.258 (0.235)] [data_t 0.009] [optim_t 0.250] [lr 0.000265] [CE 3.449 (3.096)] [KD 0.000 (0.000)] +2024-10-13 16:36:18,528 - Train: 81.87% [307250/375300] [245.6/300.0] [batch_t 0.275 (0.245)] [data_t 0.009] [optim_t 0.266] [lr 0.000264] [CE 3.251 (3.171)] [KD 0.000 (0.000)] +2024-10-13 16:36:30,681 - Train: 81.88% [307300/375300] [245.6/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.000264] [CE 3.165 (3.173)] [KD 0.000 (0.000)] +2024-10-13 16:36:42,468 - Train: 81.89% [307350/375300] [245.7/300.0] [batch_t 0.214 (0.236)] [data_t 0.009] [optim_t 0.205] [lr 0.000264] [CE 2.955 (3.082)] [KD 0.000 (0.000)] +2024-10-13 16:36:54,402 - Train: 81.91% [307400/375300] [245.7/300.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.000263] [CE 3.077 (3.089)] [KD 0.000 (0.000)] +2024-10-13 16:37:06,341 - Train: 81.92% [307450/375300] [245.8/300.0] [batch_t 0.295 (0.239)] [data_t 0.009] [optim_t 0.286] [lr 0.000263] [CE 3.054 (3.124)] [KD 0.000 (0.000)] +2024-10-13 16:37:18,047 - Train: 81.93% [307500/375300] [245.8/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.000263] [CE 2.996 (3.064)] [KD 0.000 (0.000)] +2024-10-13 16:37:30,587 - Train: 81.95% [307550/375300] [245.8/300.0] [batch_t 0.256 (0.251)] [data_t 0.009] [optim_t 0.247] [lr 0.000262] [CE 3.224 (3.090)] [KD 0.000 (0.000)] +2024-10-13 16:37:42,605 - Train: 81.96% [307600/375300] [245.9/300.0] [batch_t 0.217 (0.240)] [data_t 0.009] [optim_t 0.208] [lr 0.000262] [CE 3.074 (3.075)] [KD 0.000 (0.000)] +2024-10-13 16:37:54,890 - Train: 81.97% [307650/375300] [245.9/300.0] [batch_t 0.255 (0.246)] [data_t 0.009] [optim_t 0.246] [lr 0.000262] [CE 2.847 (3.103)] [KD 0.000 (0.000)] +2024-10-13 16:38:07,288 - Train: 81.99% [307700/375300] [246.0/300.0] [batch_t 0.212 (0.248)] [data_t 0.009] [optim_t 0.203] [lr 0.000261] [CE 3.105 (3.125)] [KD 0.000 (0.000)] +2024-10-13 16:38:30,223 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 39663] [top5_cnt 47490] [top_all 50000] +2024-10-13 16:38:30,223 - net: 79.326 (94.980) +2024-10-13 16:38:42,355 - Test (net_E): 100.00% [50/50] [batch_t 0.104 (0.236)] [top1_cnt 40522] [top5_cnt 47815] [top_all 50000] +2024-10-13 16:38:42,355 - net_E: 81.044 (95.630) +2024-10-13 16:38:42,485 - Max [top1: 79.376 (epoch: 242)] [top1-ema: 81.044 (epoch: 246)] +2024-10-13 16:38:42,486 - ==> Total time: 21:05:09 Eta: 4:37:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:38:48,813 - Train: 82.00% [307750/375300] [246.0/300.0] [batch_t 0.188 (0.436)] [data_t 0.009] [optim_t 0.179] [lr 0.000261] [CE 3.251 (3.139)] [KD 0.000 (0.000)] +2024-10-13 16:38:59,592 - Train: 82.01% [307800/375300] [246.0/300.0] [batch_t 0.191 (0.215)] [data_t 0.009] [optim_t 0.182] [lr 0.000261] [CE 3.027 (3.131)] [KD 0.000 (0.000)] +2024-10-13 16:39:11,892 - Train: 82.03% [307850/375300] [246.1/300.0] [batch_t 0.190 (0.246)] [data_t 0.009] [optim_t 0.181] [lr 0.000260] [CE 3.005 (3.077)] [KD 0.000 (0.000)] +2024-10-13 16:39:23,942 - Train: 82.04% [307900/375300] [246.1/300.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.000260] [CE 3.313 (3.107)] [KD 0.000 (0.000)] +2024-10-13 16:39:36,151 - Train: 82.05% [307950/375300] [246.2/300.0] [batch_t 0.507 (0.244)] [data_t 0.009] [optim_t 0.498] [lr 0.000260] [CE 2.997 (3.103)] [KD 0.000 (0.000)] +2024-10-13 16:39:48,097 - Train: 82.07% [308000/375300] [246.2/300.0] [batch_t 0.266 (0.239)] [data_t 0.009] [optim_t 0.258] [lr 0.000259] [CE 2.974 (3.078)] [KD 0.000 (0.000)] +2024-10-13 16:40:00,401 - Train: 82.08% [308050/375300] [246.2/300.0] [batch_t 0.236 (0.246)] [data_t 0.009] [optim_t 0.227] [lr 0.000259] [CE 2.782 (3.132)] [KD 0.000 (0.000)] +2024-10-13 16:40:12,634 - Train: 82.09% [308100/375300] [246.3/300.0] [batch_t 0.263 (0.245)] [data_t 0.009] [optim_t 0.254] [lr 0.000259] [CE 2.841 (3.126)] [KD 0.000 (0.000)] +2024-10-13 16:40:24,978 - Train: 82.11% [308150/375300] [246.3/300.0] [batch_t 0.253 (0.247)] [data_t 0.009] [optim_t 0.244] [lr 0.000258] [CE 3.129 (3.118)] [KD 0.000 (0.000)] +2024-10-13 16:40:37,476 - Train: 82.12% [308200/375300] [246.4/300.0] [batch_t 0.189 (0.250)] [data_t 0.009] [optim_t 0.180] [lr 0.000258] [CE 2.858 (3.117)] [KD 0.000 (0.000)] +2024-10-13 16:40:49,810 - Train: 82.13% [308250/375300] [246.4/300.0] [batch_t 0.226 (0.247)] [data_t 0.009] [optim_t 0.217] [lr 0.000258] [CE 3.348 (3.098)] [KD 0.000 (0.000)] +2024-10-13 16:41:01,750 - Train: 82.15% [308300/375300] [246.4/300.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.000258] [CE 2.797 (3.080)] [KD 0.000 (0.000)] +2024-10-13 16:41:14,176 - Train: 82.16% [308350/375300] [246.5/300.0] [batch_t 0.226 (0.248)] [data_t 0.009] [optim_t 0.217] [lr 0.000257] [CE 3.071 (3.073)] [KD 0.000 (0.000)] +2024-10-13 16:41:26,399 - Train: 82.17% [308400/375300] [246.5/300.0] [batch_t 0.212 (0.244)] [data_t 0.009] [optim_t 0.204] [lr 0.000257] [CE 2.803 (3.083)] [KD 0.000 (0.000)] +2024-10-13 16:41:38,475 - Train: 82.19% [308450/375300] [246.6/300.0] [batch_t 0.241 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.000257] [CE 3.261 (3.114)] [KD 0.000 (0.000)] +2024-10-13 16:41:50,512 - Train: 82.20% [308500/375300] [246.6/300.0] [batch_t 0.193 (0.241)] [data_t 0.009] [optim_t 0.184] [lr 0.000256] [CE 3.203 (3.063)] [KD 0.000 (0.000)] +2024-10-13 16:42:02,984 - Train: 82.21% [308550/375300] [246.6/300.0] [batch_t 0.359 (0.249)] [data_t 0.009] [optim_t 0.350] [lr 0.000256] [CE 3.001 (3.127)] [KD 0.000 (0.000)] +2024-10-13 16:42:14,963 - Train: 82.23% [308600/375300] [246.7/300.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.000256] [CE 3.177 (3.112)] [KD 0.000 (0.000)] +2024-10-13 16:42:27,539 - Train: 82.24% [308650/375300] [246.7/300.0] [batch_t 0.191 (0.251)] [data_t 0.009] [optim_t 0.182] [lr 0.000255] [CE 3.160 (3.072)] [KD 0.000 (0.000)] +2024-10-13 16:42:39,709 - Train: 82.25% [308700/375300] [246.8/300.0] [batch_t 0.253 (0.243)] [data_t 0.009] [optim_t 0.244] [lr 0.000255] [CE 3.062 (3.065)] [KD 0.000 (0.000)] +2024-10-13 16:42:51,925 - Train: 82.27% [308750/375300] [246.8/300.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000255] [CE 2.975 (3.090)] [KD 0.000 (0.000)] +2024-10-13 16:43:04,352 - Train: 82.28% [308800/375300] [246.8/300.0] [batch_t 0.244 (0.248)] [data_t 0.009] [optim_t 0.235] [lr 0.000254] [CE 3.528 (3.169)] [KD 0.000 (0.000)] +2024-10-13 16:43:16,800 - Train: 82.29% [308850/375300] [246.9/300.0] [batch_t 0.250 (0.249)] [data_t 0.009] [optim_t 0.241] [lr 0.000254] [CE 3.326 (3.106)] [KD 0.000 (0.000)] +2024-10-13 16:43:28,997 - Train: 82.31% [308900/375300] [246.9/300.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000254] [CE 3.103 (3.108)] [KD 0.000 (0.000)] +2024-10-13 16:43:41,309 - Train: 82.32% [308950/375300] [247.0/300.0] [batch_t 0.262 (0.246)] [data_t 0.009] [optim_t 0.253] [lr 0.000253] [CE 2.862 (3.101)] [KD 0.000 (0.000)] +2024-10-13 16:44:04,342 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 39847] [top5_cnt 47521] [top_all 50000] +2024-10-13 16:44:04,343 - net: 79.694 (95.042) +2024-10-13 16:44:16,668 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40551] [top5_cnt 47819] [top_all 50000] +2024-10-13 16:44:16,668 - net_E: 81.102 (95.638) +2024-10-13 16:44:16,806 - Max [top1: 79.694 (epoch: 247)] [top1-ema: 81.102 (epoch: 247)] +2024-10-13 16:44:16,806 - ==> Total time: 21:10:43 Eta: 4:32:39 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:44:23,751 - Train: 82.33% [309000/375300] [247.0/300.0] [batch_t 0.181 (0.511)] [data_t 0.009] [optim_t 0.172] [lr 0.000253] [CE 2.760 (3.116)] [KD 0.000 (0.000)] +2024-10-13 16:44:35,342 - Train: 82.35% [309050/375300] [247.0/300.0] [batch_t 0.190 (0.232)] [data_t 0.009] [optim_t 0.181] [lr 0.000253] [CE 3.272 (3.084)] [KD 0.000 (0.000)] +2024-10-13 16:44:46,705 - Train: 82.36% [309100/375300] [247.1/300.0] [batch_t 0.188 (0.227)] [data_t 0.009] [optim_t 0.178] [lr 0.000252] [CE 3.227 (3.059)] [KD 0.000 (0.000)] +2024-10-13 16:44:58,603 - Train: 82.37% [309150/375300] [247.1/300.0] [batch_t 0.240 (0.238)] [data_t 0.064] [optim_t 0.177] [lr 0.000252] [CE 3.138 (3.083)] [KD 0.000 (0.000)] +2024-10-13 16:45:10,382 - Train: 82.39% [309200/375300] [247.2/300.0] [batch_t 0.248 (0.235)] [data_t 0.065] [optim_t 0.183] [lr 0.000252] [CE 2.841 (3.117)] [KD 0.000 (0.000)] +2024-10-13 16:45:22,159 - Train: 82.40% [309250/375300] [247.2/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.177] [lr 0.000251] [CE 3.228 (3.126)] [KD 0.000 (0.000)] +2024-10-13 16:45:33,951 - Train: 82.41% [309300/375300] [247.2/300.0] [batch_t 0.222 (0.236)] [data_t 0.047] [optim_t 0.175] [lr 0.000251] [CE 3.155 (3.140)] [KD 0.000 (0.000)] +2024-10-13 16:45:45,964 - Train: 82.43% [309350/375300] [247.3/300.0] [batch_t 0.306 (0.240)] [data_t 0.131] [optim_t 0.175] [lr 0.000251] [CE 3.324 (3.103)] [KD 0.000 (0.000)] +2024-10-13 16:45:57,686 - Train: 82.44% [309400/375300] [247.3/300.0] [batch_t 0.213 (0.234)] [data_t 0.035] [optim_t 0.178] [lr 0.000250] [CE 3.149 (3.057)] [KD 0.000 (0.000)] +2024-10-13 16:46:09,474 - Train: 82.45% [309450/375300] [247.4/300.0] [batch_t 0.268 (0.236)] [data_t 0.087] [optim_t 0.181] [lr 0.000250] [CE 3.177 (3.049)] [KD 0.000 (0.000)] +2024-10-13 16:46:20,955 - Train: 82.47% [309500/375300] [247.4/300.0] [batch_t 0.223 (0.230)] [data_t 0.046] [optim_t 0.178] [lr 0.000250] [CE 2.812 (3.095)] [KD 0.000 (0.000)] +2024-10-13 16:46:33,412 - Train: 82.48% [309550/375300] [247.4/300.0] [batch_t 0.185 (0.249)] [data_t 0.009] [optim_t 0.176] [lr 0.000249] [CE 3.312 (3.079)] [KD 0.000 (0.000)] +2024-10-13 16:46:45,163 - Train: 82.49% [309600/375300] [247.5/300.0] [batch_t 0.224 (0.235)] [data_t 0.009] [optim_t 0.215] [lr 0.000249] [CE 3.111 (3.154)] [KD 0.000 (0.000)] +2024-10-13 16:46:56,922 - Train: 82.51% [309650/375300] [247.5/300.0] [batch_t 0.233 (0.235)] [data_t 0.009] [optim_t 0.224] [lr 0.000249] [CE 3.206 (3.121)] [KD 0.000 (0.000)] +2024-10-13 16:47:08,683 - Train: 82.52% [309700/375300] [247.6/300.0] [batch_t 0.194 (0.235)] [data_t 0.009] [optim_t 0.185] [lr 0.000248] [CE 3.219 (3.085)] [KD 0.000 (0.000)] +2024-10-13 16:47:20,872 - Train: 82.53% [309750/375300] [247.6/300.0] [batch_t 0.223 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.000248] [CE 2.902 (3.102)] [KD 0.000 (0.000)] +2024-10-13 16:47:32,985 - Train: 82.55% [309800/375300] [247.6/300.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000248] [CE 3.050 (3.111)] [KD 0.000 (0.000)] +2024-10-13 16:47:44,588 - Train: 82.56% [309850/375300] [247.7/300.0] [batch_t 0.204 (0.232)] [data_t 0.009] [optim_t 0.195] [lr 0.000247] [CE 3.004 (3.091)] [KD 0.000 (0.000)] +2024-10-13 16:47:56,360 - Train: 82.57% [309900/375300] [247.7/300.0] [batch_t 0.267 (0.235)] [data_t 0.009] [optim_t 0.258] [lr 0.000247] [CE 2.770 (3.083)] [KD 0.000 (0.000)] +2024-10-13 16:48:08,068 - Train: 82.59% [309950/375300] [247.8/300.0] [batch_t 0.237 (0.234)] [data_t 0.009] [optim_t 0.228] [lr 0.000247] [CE 3.210 (3.117)] [KD 0.000 (0.000)] +2024-10-13 16:48:19,784 - Train: 82.60% [310000/375300] [247.8/300.0] [batch_t 0.238 (0.234)] [data_t 0.009] [optim_t 0.229] [lr 0.000246] [CE 2.954 (3.092)] [KD 0.000 (0.000)] +2024-10-13 16:48:31,299 - Train: 82.61% [310050/375300] [247.8/300.0] [batch_t 0.229 (0.230)] [data_t 0.009] [optim_t 0.220] [lr 0.000246] [CE 3.240 (3.114)] [KD 0.000 (0.000)] +2024-10-13 16:48:43,269 - Train: 82.63% [310100/375300] [247.9/300.0] [batch_t 0.203 (0.239)] [data_t 0.009] [optim_t 0.194] [lr 0.000246] [CE 3.211 (3.090)] [KD 0.000 (0.000)] +2024-10-13 16:48:55,177 - Train: 82.64% [310150/375300] [247.9/300.0] [batch_t 0.230 (0.238)] [data_t 0.009] [optim_t 0.221] [lr 0.000245] [CE 3.420 (3.041)] [KD 0.000 (0.000)] +2024-10-13 16:49:06,932 - Train: 82.65% [310200/375300] [248.0/300.0] [batch_t 0.236 (0.235)] [data_t 0.009] [optim_t 0.227] [lr 0.000245] [CE 3.498 (3.122)] [KD 0.000 (0.000)] +2024-10-13 16:49:30,788 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.253)] [top1_cnt 39797] [top5_cnt 47534] [top_all 50000] +2024-10-13 16:49:30,789 - net: 79.594 (95.068) +2024-10-13 16:49:43,007 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40575] [top5_cnt 47831] [top_all 50000] +2024-10-13 16:49:43,007 - net_E: 81.150 (95.662) +2024-10-13 16:49:43,138 - Max [top1: 79.694 (epoch: 247)] [top1-ema: 81.150 (epoch: 248)] +2024-10-13 16:49:43,138 - ==> Total time: 21:16:10 Eta: 4:27:35 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:49:48,825 - Train: 82.67% [310250/375300] [248.0/300.0] [batch_t 0.186 (0.763)] [data_t 0.009] [optim_t 0.177] [lr 0.000245] [CE 3.316 (3.303)] [KD 0.000 (0.000)] +2024-10-13 16:49:59,931 - Train: 82.68% [310300/375300] [248.0/300.0] [batch_t 0.186 (0.222)] [data_t 0.009] [optim_t 0.177] [lr 0.000244] [CE 3.133 (3.090)] [KD 0.000 (0.000)] +2024-10-13 16:50:11,704 - Train: 82.69% [310350/375300] [248.1/300.0] [batch_t 0.194 (0.235)] [data_t 0.009] [optim_t 0.185] [lr 0.000244] [CE 2.923 (3.097)] [KD 0.000 (0.000)] +2024-10-13 16:50:23,694 - Train: 82.71% [310400/375300] [248.1/300.0] [batch_t 0.228 (0.240)] [data_t 0.009] [optim_t 0.219] [lr 0.000244] [CE 3.208 (3.085)] [KD 0.000 (0.000)] +2024-10-13 16:50:35,725 - Train: 82.72% [310450/375300] [248.2/300.0] [batch_t 0.226 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.000243] [CE 3.216 (3.106)] [KD 0.000 (0.000)] +2024-10-13 16:50:47,893 - Train: 82.73% [310500/375300] [248.2/300.0] [batch_t 0.240 (0.243)] [data_t 0.009] [optim_t 0.231] [lr 0.000243] [CE 2.758 (3.064)] [KD 0.000 (0.000)] +2024-10-13 16:51:00,266 - Train: 82.75% [310550/375300] [248.2/300.0] [batch_t 0.276 (0.247)] [data_t 0.009] [optim_t 0.267] [lr 0.000243] [CE 3.108 (3.026)] [KD 0.000 (0.000)] +2024-10-13 16:51:12,545 - Train: 82.76% [310600/375300] [248.3/300.0] [batch_t 0.266 (0.245)] [data_t 0.009] [optim_t 0.257] [lr 0.000243] [CE 3.154 (3.061)] [KD 0.000 (0.000)] +2024-10-13 16:51:25,044 - Train: 82.77% [310650/375300] [248.3/300.0] [batch_t 0.226 (0.250)] [data_t 0.009] [optim_t 0.217] [lr 0.000242] [CE 2.998 (3.102)] [KD 0.000 (0.000)] +2024-10-13 16:51:36,829 - Train: 82.79% [310700/375300] [248.4/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000242] [CE 3.100 (3.127)] [KD 0.000 (0.000)] +2024-10-13 16:51:48,753 - Train: 82.80% [310750/375300] [248.4/300.0] [batch_t 0.244 (0.238)] [data_t 0.009] [optim_t 0.235] [lr 0.000242] [CE 3.308 (3.119)] [KD 0.000 (0.000)] +2024-10-13 16:52:00,984 - Train: 82.81% [310800/375300] [248.4/300.0] [batch_t 0.240 (0.244)] [data_t 0.009] [optim_t 0.231] [lr 0.000241] [CE 3.234 (3.121)] [KD 0.000 (0.000)] +2024-10-13 16:52:13,222 - Train: 82.83% [310850/375300] [248.5/300.0] [batch_t 0.189 (0.245)] [data_t 0.009] [optim_t 0.180] [lr 0.000241] [CE 2.965 (3.088)] [KD 0.000 (0.000)] +2024-10-13 16:52:24,701 - Train: 82.84% [310900/375300] [248.5/300.0] [batch_t 0.248 (0.229)] [data_t 0.009] [optim_t 0.239] [lr 0.000241] [CE 3.015 (3.099)] [KD 0.000 (0.000)] +2024-10-13 16:52:36,469 - Train: 82.85% [310950/375300] [248.6/300.0] [batch_t 0.228 (0.235)] [data_t 0.041] [optim_t 0.187] [lr 0.000240] [CE 3.311 (3.089)] [KD 0.000 (0.000)] +2024-10-13 16:52:48,646 - Train: 82.87% [311000/375300] [248.6/300.0] [batch_t 0.224 (0.243)] [data_t 0.046] [optim_t 0.177] [lr 0.000240] [CE 2.816 (3.072)] [KD 0.000 (0.000)] +2024-10-13 16:53:00,877 - Train: 82.88% [311050/375300] [248.6/300.0] [batch_t 0.249 (0.244)] [data_t 0.068] [optim_t 0.181] [lr 0.000240] [CE 3.298 (3.064)] [KD 0.000 (0.000)] +2024-10-13 16:53:13,137 - Train: 82.89% [311100/375300] [248.7/300.0] [batch_t 0.255 (0.245)] [data_t 0.009] [optim_t 0.246] [lr 0.000239] [CE 3.240 (3.095)] [KD 0.000 (0.000)] +2024-10-13 16:53:25,078 - Train: 82.91% [311150/375300] [248.7/300.0] [batch_t 0.194 (0.239)] [data_t 0.009] [optim_t 0.185] [lr 0.000239] [CE 3.225 (3.083)] [KD 0.000 (0.000)] +2024-10-13 16:53:37,303 - Train: 82.92% [311200/375300] [248.8/300.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000239] [CE 2.833 (3.107)] [KD 0.000 (0.000)] +2024-10-13 16:53:49,495 - Train: 82.93% [311250/375300] [248.8/300.0] [batch_t 0.200 (0.244)] [data_t 0.009] [optim_t 0.191] [lr 0.000238] [CE 2.857 (3.146)] [KD 0.000 (0.000)] +2024-10-13 16:54:01,962 - Train: 82.95% [311300/375300] [248.8/300.0] [batch_t 0.192 (0.249)] [data_t 0.009] [optim_t 0.183] [lr 0.000238] [CE 3.284 (3.099)] [KD 0.000 (0.000)] +2024-10-13 16:54:13,837 - Train: 82.96% [311350/375300] [248.9/300.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.000238] [CE 2.954 (3.101)] [KD 0.000 (0.000)] +2024-10-13 16:54:26,045 - Train: 82.97% [311400/375300] [248.9/300.0] [batch_t 0.250 (0.244)] [data_t 0.009] [optim_t 0.241] [lr 0.000237] [CE 2.962 (3.087)] [KD 0.000 (0.000)] +2024-10-13 16:54:38,171 - Train: 82.99% [311450/375300] [249.0/300.0] [batch_t 0.254 (0.242)] [data_t 0.009] [optim_t 0.246] [lr 0.000237] [CE 3.218 (3.108)] [KD 0.000 (0.000)] +2024-10-13 16:55:01,747 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 39897] [top5_cnt 47575] [top_all 50000] +2024-10-13 16:55:01,748 - net: 79.794 (95.150) +2024-10-13 16:55:13,874 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40571] [top5_cnt 47838] [top_all 50000] +2024-10-13 16:55:13,875 - net_E: 81.142 (95.676) +2024-10-13 16:55:14,029 - Max [top1: 79.794 (epoch: 249)] [top1-ema: 81.150 (epoch: 248)] +2024-10-13 16:55:14,029 - ==> Total time: 21:21:40 Eta: 4:22:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 16:55:19,667 - Train: 83.00% [311500/375300] [249.0/300.0] [batch_t 1.190 (1.190)] [data_t 1.009] [optim_t 0.182] [lr 0.000237] [CE 3.411 (3.411)] [KD 0.000 (0.000)] +2024-10-13 16:55:30,529 - Train: 83.01% [311550/375300] [249.0/300.0] [batch_t 0.187 (0.217)] [data_t 0.009] [optim_t 0.178] [lr 0.000236] [CE 3.147 (3.084)] [KD 0.000 (0.000)] +2024-10-13 16:55:42,219 - Train: 83.03% [311600/375300] [249.1/300.0] [batch_t 0.241 (0.234)] [data_t 0.064] [optim_t 0.178] [lr 0.000236] [CE 2.767 (3.128)] [KD 0.000 (0.000)] +2024-10-13 16:55:53,933 - Train: 83.04% [311650/375300] [249.1/300.0] [batch_t 0.230 (0.234)] [data_t 0.052] [optim_t 0.178] [lr 0.000236] [CE 3.128 (3.090)] [KD 0.000 (0.000)] +2024-10-13 16:56:06,059 - Train: 83.05% [311700/375300] [249.2/300.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000236] [CE 3.174 (3.066)] [KD 0.000 (0.000)] +2024-10-13 16:56:18,281 - Train: 83.07% [311750/375300] [249.2/300.0] [batch_t 0.287 (0.244)] [data_t 0.009] [optim_t 0.278] [lr 0.000235] [CE 2.982 (3.015)] [KD 0.000 (0.000)] +2024-10-13 16:56:30,460 - Train: 83.08% [311800/375300] [249.2/300.0] [batch_t 0.225 (0.243)] [data_t 0.009] [optim_t 0.216] [lr 0.000235] [CE 2.953 (3.042)] [KD 0.000 (0.000)] +2024-10-13 16:56:42,250 - Train: 83.09% [311850/375300] [249.3/300.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.231] [lr 0.000235] [CE 3.026 (3.052)] [KD 0.000 (0.000)] +2024-10-13 16:56:54,583 - Train: 83.11% [311900/375300] [249.3/300.0] [batch_t 0.186 (0.247)] [data_t 0.009] [optim_t 0.177] [lr 0.000234] [CE 3.077 (3.099)] [KD 0.000 (0.000)] +2024-10-13 16:57:06,785 - Train: 83.12% [311950/375300] [249.4/300.0] [batch_t 0.552 (0.244)] [data_t 0.009] [optim_t 0.544] [lr 0.000234] [CE 3.075 (3.107)] [KD 0.000 (0.000)] +2024-10-13 16:57:19,499 - Train: 83.13% [312000/375300] [249.4/300.0] [batch_t 0.601 (0.254)] [data_t 0.009] [optim_t 0.592] [lr 0.000234] [CE 2.936 (3.066)] [KD 0.000 (0.000)] +2024-10-13 16:57:31,055 - Train: 83.15% [312050/375300] [249.4/300.0] [batch_t 0.268 (0.231)] [data_t 0.009] [optim_t 0.259] [lr 0.000233] [CE 2.848 (3.116)] [KD 0.000 (0.000)] +2024-10-13 16:57:43,266 - Train: 83.16% [312100/375300] [249.5/300.0] [batch_t 0.185 (0.244)] [data_t 0.009] [optim_t 0.176] [lr 0.000233] [CE 2.869 (3.127)] [KD 0.000 (0.000)] +2024-10-13 16:57:55,494 - Train: 83.17% [312150/375300] [249.5/300.0] [batch_t 0.265 (0.244)] [data_t 0.009] [optim_t 0.256] [lr 0.000233] [CE 2.951 (3.095)] [KD 0.000 (0.000)] +2024-10-13 16:58:07,638 - Train: 83.19% [312200/375300] [249.6/300.0] [batch_t 0.215 (0.243)] [data_t 0.009] [optim_t 0.206] [lr 0.000232] [CE 3.267 (3.085)] [KD 0.000 (0.000)] +2024-10-13 16:58:19,728 - Train: 83.20% [312250/375300] [249.6/300.0] [batch_t 0.274 (0.242)] [data_t 0.009] [optim_t 0.265] [lr 0.000232] [CE 3.131 (3.100)] [KD 0.000 (0.000)] +2024-10-13 16:58:31,778 - Train: 83.21% [312300/375300] [249.6/300.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.000232] [CE 3.153 (3.069)] [KD 0.000 (0.000)] +2024-10-13 16:58:43,784 - Train: 83.23% [312350/375300] [249.7/300.0] [batch_t 0.264 (0.240)] [data_t 0.009] [optim_t 0.255] [lr 0.000231] [CE 2.740 (3.074)] [KD 0.000 (0.000)] +2024-10-13 16:58:55,831 - Train: 83.24% [312400/375300] [249.7/300.0] [batch_t 0.256 (0.241)] [data_t 0.009] [optim_t 0.247] [lr 0.000231] [CE 2.924 (3.105)] [KD 0.000 (0.000)] +2024-10-13 16:59:07,767 - Train: 83.25% [312450/375300] [249.8/300.0] [batch_t 0.257 (0.239)] [data_t 0.009] [optim_t 0.248] [lr 0.000231] [CE 3.152 (3.078)] [KD 0.000 (0.000)] +2024-10-13 16:59:19,917 - Train: 83.27% [312500/375300] [249.8/300.0] [batch_t 0.271 (0.243)] [data_t 0.009] [optim_t 0.262] [lr 0.000231] [CE 2.952 (3.088)] [KD 0.000 (0.000)] +2024-10-13 16:59:32,018 - Train: 83.28% [312550/375300] [249.8/300.0] [batch_t 0.243 (0.242)] [data_t 0.009] [optim_t 0.234] [lr 0.000230] [CE 2.918 (3.138)] [KD 0.000 (0.000)] +2024-10-13 16:59:44,249 - Train: 83.29% [312600/375300] [249.9/300.0] [batch_t 0.189 (0.245)] [data_t 0.009] [optim_t 0.180] [lr 0.000230] [CE 3.043 (3.068)] [KD 0.000 (0.000)] +2024-10-13 16:59:56,329 - Train: 83.31% [312650/375300] [249.9/300.0] [batch_t 0.200 (0.241)] [data_t 0.009] [optim_t 0.191] [lr 0.000230] [CE 2.678 (3.116)] [KD 0.000 (0.000)] +2024-10-13 17:00:08,488 - Train: 83.32% [312700/375300] [250.0/300.0] [batch_t 0.204 (0.243)] [data_t 0.009] [optim_t 0.195] [lr 0.000229] [CE 2.927 (3.076)] [KD 0.000 (0.000)] +2024-10-13 17:00:20,003 - Train: 83.33% [312750/375300] [250.0/300.0] [batch_t 0.185 (0.230)] [data_t 0.009] [optim_t 0.176] [lr 0.000229] [CE 3.193 (3.060)] [KD 0.000 (0.000)] +2024-10-13 17:00:32,134 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 39867] [top5_cnt 47477] [top_all 50000] +2024-10-13 17:00:32,135 - net: 79.734 (94.954) +2024-10-13 17:00:44,259 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.235)] [top1_cnt 40603] [top5_cnt 47864] [top_all 50000] +2024-10-13 17:00:44,260 - net_E: 81.206 (95.728) +2024-10-13 17:00:44,396 - Max [top1: 79.794 (epoch: 249)] [top1-ema: 81.206 (epoch: 250)] +2024-10-13 17:00:44,396 - ==> Total time: 21:27:11 Eta: 4:17:26 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:01:01,617 - Train: 83.35% [312800/375300] [250.0/300.0] [batch_t 0.273 (0.241)] [data_t 0.092] [optim_t 0.181] [lr 0.000229] [CE 3.008 (3.036)] [KD 0.000 (0.000)] +2024-10-13 17:01:13,820 - Train: 83.36% [312850/375300] [250.1/300.0] [batch_t 0.188 (0.244)] [data_t 0.009] [optim_t 0.179] [lr 0.000228] [CE 3.299 (3.057)] [KD 0.000 (0.000)] +2024-10-13 17:01:25,445 - Train: 83.37% [312900/375300] [250.1/300.0] [batch_t 0.212 (0.232)] [data_t 0.009] [optim_t 0.203] [lr 0.000228] [CE 3.047 (3.105)] [KD 0.000 (0.000)] +2024-10-13 17:01:37,390 - Train: 83.39% [312950/375300] [250.2/300.0] [batch_t 0.195 (0.239)] [data_t 0.009] [optim_t 0.186] [lr 0.000228] [CE 3.243 (3.078)] [KD 0.000 (0.000)] +2024-10-13 17:01:49,222 - Train: 83.40% [313000/375300] [250.2/300.0] [batch_t 0.228 (0.237)] [data_t 0.009] [optim_t 0.219] [lr 0.000227] [CE 3.024 (3.057)] [KD 0.000 (0.000)] +2024-10-13 17:02:01,317 - Train: 83.41% [313050/375300] [250.2/300.0] [batch_t 0.221 (0.242)] [data_t 0.009] [optim_t 0.212] [lr 0.000227] [CE 3.230 (3.044)] [KD 0.000 (0.000)] +2024-10-13 17:02:13,125 - Train: 83.43% [313100/375300] [250.3/300.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.000227] [CE 3.184 (3.073)] [KD 0.000 (0.000)] +2024-10-13 17:02:25,065 - Train: 83.44% [313150/375300] [250.3/300.0] [batch_t 0.278 (0.239)] [data_t 0.009] [optim_t 0.269] [lr 0.000226] [CE 3.380 (3.058)] [KD 0.000 (0.000)] +2024-10-13 17:02:37,083 - Train: 83.45% [313200/375300] [250.4/300.0] [batch_t 0.240 (0.240)] [data_t 0.049] [optim_t 0.192] [lr 0.000226] [CE 3.118 (3.090)] [KD 0.000 (0.000)] +2024-10-13 17:02:49,164 - Train: 83.47% [313250/375300] [250.4/300.0] [batch_t 0.184 (0.241)] [data_t 0.009] [optim_t 0.175] [lr 0.000226] [CE 3.177 (3.111)] [KD 0.000 (0.000)] +2024-10-13 17:03:00,982 - Train: 83.48% [313300/375300] [250.4/300.0] [batch_t 0.260 (0.236)] [data_t 0.009] [optim_t 0.251] [lr 0.000226] [CE 3.199 (3.071)] [KD 0.000 (0.000)] +2024-10-13 17:03:12,958 - Train: 83.49% [313350/375300] [250.5/300.0] [batch_t 0.227 (0.239)] [data_t 0.009] [optim_t 0.218] [lr 0.000225] [CE 2.943 (3.087)] [KD 0.000 (0.000)] +2024-10-13 17:03:24,749 - Train: 83.51% [313400/375300] [250.5/300.0] [batch_t 0.189 (0.236)] [data_t 0.009] [optim_t 0.180] [lr 0.000225] [CE 3.128 (3.091)] [KD 0.000 (0.000)] +2024-10-13 17:03:36,422 - Train: 83.52% [313450/375300] [250.6/300.0] [batch_t 0.233 (0.233)] [data_t 0.009] [optim_t 0.224] [lr 0.000225] [CE 3.241 (3.053)] [KD 0.000 (0.000)] +2024-10-13 17:03:48,042 - Train: 83.53% [313500/375300] [250.6/300.0] [batch_t 0.229 (0.232)] [data_t 0.009] [optim_t 0.220] [lr 0.000224] [CE 3.121 (3.096)] [KD 0.000 (0.000)] +2024-10-13 17:03:59,777 - Train: 83.55% [313550/375300] [250.6/300.0] [batch_t 0.258 (0.235)] [data_t 0.009] [optim_t 0.249] [lr 0.000224] [CE 3.415 (3.091)] [KD 0.000 (0.000)] +2024-10-13 17:04:11,661 - Train: 83.56% [313600/375300] [250.7/300.0] [batch_t 0.232 (0.238)] [data_t 0.009] [optim_t 0.223] [lr 0.000224] [CE 3.212 (3.061)] [KD 0.000 (0.000)] +2024-10-13 17:04:23,296 - Train: 83.57% [313650/375300] [250.7/300.0] [batch_t 0.221 (0.233)] [data_t 0.009] [optim_t 0.212] [lr 0.000223] [CE 3.060 (3.101)] [KD 0.000 (0.000)] +2024-10-13 17:04:35,009 - Train: 83.59% [313700/375300] [250.8/300.0] [batch_t 0.237 (0.234)] [data_t 0.010] [optim_t 0.228] [lr 0.000223] [CE 3.350 (3.148)] [KD 0.000 (0.000)] +2024-10-13 17:04:46,675 - Train: 83.60% [313750/375300] [250.8/300.0] [batch_t 0.186 (0.233)] [data_t 0.009] [optim_t 0.177] [lr 0.000223] [CE 2.979 (3.073)] [KD 0.000 (0.000)] +2024-10-13 17:04:58,673 - Train: 83.61% [313800/375300] [250.8/300.0] [batch_t 0.276 (0.240)] [data_t 0.009] [optim_t 0.267] [lr 0.000222] [CE 3.184 (3.100)] [KD 0.000 (0.000)] +2024-10-13 17:05:10,734 - Train: 83.63% [313850/375300] [250.9/300.0] [batch_t 0.230 (0.241)] [data_t 0.009] [optim_t 0.221] [lr 0.000222] [CE 2.997 (3.060)] [KD 0.000 (0.000)] +2024-10-13 17:05:22,776 - Train: 83.64% [313900/375300] [250.9/300.0] [batch_t 0.189 (0.241)] [data_t 0.009] [optim_t 0.180] [lr 0.000222] [CE 3.384 (3.056)] [KD 0.000 (0.000)] +2024-10-13 17:05:34,652 - Train: 83.65% [313950/375300] [251.0/300.0] [batch_t 0.238 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000222] [CE 3.172 (3.084)] [KD 0.000 (0.000)] +2024-10-13 17:05:45,765 - Train: 83.67% [314000/375300] [251.0/300.0] [batch_t 0.183 (0.222)] [data_t 0.009] [optim_t 0.174] [lr 0.000221] [CE 3.261 (3.113)] [KD 0.000 (0.000)] +2024-10-13 17:05:58,373 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 39839] [top5_cnt 47576] [top_all 50000] +2024-10-13 17:05:58,373 - net: 79.678 (95.152) +2024-10-13 17:06:10,554 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40599] [top5_cnt 47868] [top_all 50000] +2024-10-13 17:06:10,554 - net_E: 81.198 (95.736) +2024-10-13 17:06:10,709 - Max [top1: 79.794 (epoch: 249)] [top1-ema: 81.206 (epoch: 250)] +2024-10-13 17:06:10,709 - ==> Total time: 21:32:37 Eta: 4:12:20 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:06:24,927 - Train: 83.68% [314050/375300] [251.0/300.0] [batch_t 0.186 (0.261)] [data_t 0.009] [optim_t 0.177] [lr 0.000221] [CE 3.106 (3.100)] [KD 0.000 (0.000)] +2024-10-13 17:06:36,589 - Train: 83.69% [314100/375300] [251.1/300.0] [batch_t 0.242 (0.233)] [data_t 0.060] [optim_t 0.182] [lr 0.000221] [CE 2.766 (3.074)] [KD 0.000 (0.000)] +2024-10-13 17:06:48,722 - Train: 83.71% [314150/375300] [251.1/300.0] [batch_t 0.248 (0.243)] [data_t 0.071] [optim_t 0.177] [lr 0.000220] [CE 2.941 (3.072)] [KD 0.000 (0.000)] +2024-10-13 17:07:00,989 - Train: 83.72% [314200/375300] [251.2/300.0] [batch_t 0.288 (0.245)] [data_t 0.009] [optim_t 0.279] [lr 0.000220] [CE 3.226 (3.079)] [KD 0.000 (0.000)] +2024-10-13 17:07:13,414 - Train: 83.73% [314250/375300] [251.2/300.0] [batch_t 0.186 (0.248)] [data_t 0.009] [optim_t 0.177] [lr 0.000220] [CE 3.093 (3.071)] [KD 0.000 (0.000)] +2024-10-13 17:07:25,400 - Train: 83.75% [314300/375300] [251.2/300.0] [batch_t 0.298 (0.240)] [data_t 0.009] [optim_t 0.289] [lr 0.000219] [CE 3.188 (3.074)] [KD 0.000 (0.000)] +2024-10-13 17:07:37,617 - Train: 83.76% [314350/375300] [251.3/300.0] [batch_t 0.219 (0.244)] [data_t 0.009] [optim_t 0.210] [lr 0.000219] [CE 3.071 (3.064)] [KD 0.000 (0.000)] +2024-10-13 17:07:49,749 - Train: 83.77% [314400/375300] [251.3/300.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.000219] [CE 3.164 (3.091)] [KD 0.000 (0.000)] +2024-10-13 17:08:02,033 - Train: 83.79% [314450/375300] [251.4/300.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000219] [CE 2.989 (3.084)] [KD 0.000 (0.000)] +2024-10-13 17:08:14,352 - Train: 83.80% [314500/375300] [251.4/300.0] [batch_t 0.217 (0.246)] [data_t 0.009] [optim_t 0.208] [lr 0.000218] [CE 2.946 (3.051)] [KD 0.000 (0.000)] +2024-10-13 17:08:26,472 - Train: 83.81% [314550/375300] [251.4/300.0] [batch_t 0.253 (0.242)] [data_t 0.009] [optim_t 0.244] [lr 0.000218] [CE 2.862 (3.080)] [KD 0.000 (0.000)] +2024-10-13 17:08:38,297 - Train: 83.83% [314600/375300] [251.5/300.0] [batch_t 0.224 (0.236)] [data_t 0.009] [optim_t 0.215] [lr 0.000218] [CE 3.198 (3.112)] [KD 0.000 (0.000)] +2024-10-13 17:08:49,588 - Train: 83.84% [314650/375300] [251.5/300.0] [batch_t 0.249 (0.226)] [data_t 0.009] [optim_t 0.240] [lr 0.000217] [CE 3.379 (3.130)] [KD 0.000 (0.000)] +2024-10-13 17:09:01,742 - Train: 83.85% [314700/375300] [251.6/300.0] [batch_t 0.191 (0.243)] [data_t 0.009] [optim_t 0.182] [lr 0.000217] [CE 2.953 (3.067)] [KD 0.000 (0.000)] +2024-10-13 17:09:13,733 - Train: 83.87% [314750/375300] [251.6/300.0] [batch_t 0.332 (0.240)] [data_t 0.009] [optim_t 0.323] [lr 0.000217] [CE 2.979 (3.063)] [KD 0.000 (0.000)] +2024-10-13 17:09:24,966 - Train: 83.88% [314800/375300] [251.6/300.0] [batch_t 0.187 (0.225)] [data_t 0.009] [optim_t 0.178] [lr 0.000216] [CE 3.245 (3.071)] [KD 0.000 (0.000)] +2024-10-13 17:09:36,491 - Train: 83.89% [314850/375300] [251.7/300.0] [batch_t 0.188 (0.230)] [data_t 0.009] [optim_t 0.179] [lr 0.000216] [CE 3.320 (3.093)] [KD 0.000 (0.000)] +2024-10-13 17:09:48,286 - Train: 83.91% [314900/375300] [251.7/300.0] [batch_t 0.405 (0.236)] [data_t 0.009] [optim_t 0.396] [lr 0.000216] [CE 3.028 (3.118)] [KD 0.000 (0.000)] +2024-10-13 17:09:59,926 - Train: 83.92% [314950/375300] [251.8/300.0] [batch_t 0.211 (0.233)] [data_t 0.009] [optim_t 0.202] [lr 0.000216] [CE 2.998 (3.066)] [KD 0.000 (0.000)] +2024-10-13 17:10:11,844 - Train: 83.93% [315000/375300] [251.8/300.0] [batch_t 0.213 (0.238)] [data_t 0.009] [optim_t 0.204] [lr 0.000215] [CE 3.090 (3.065)] [KD 0.000 (0.000)] +2024-10-13 17:10:23,717 - Train: 83.95% [315050/375300] [251.8/300.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.000215] [CE 2.758 (3.088)] [KD 0.000 (0.000)] +2024-10-13 17:10:35,249 - Train: 83.96% [315100/375300] [251.9/300.0] [batch_t 0.276 (0.231)] [data_t 0.009] [optim_t 0.267] [lr 0.000215] [CE 3.282 (3.079)] [KD 0.000 (0.000)] +2024-10-13 17:10:47,093 - Train: 83.97% [315150/375300] [251.9/300.0] [batch_t 0.214 (0.237)] [data_t 0.009] [optim_t 0.205] [lr 0.000214] [CE 2.858 (3.067)] [KD 0.000 (0.000)] +2024-10-13 17:10:58,915 - Train: 83.99% [315200/375300] [252.0/300.0] [batch_t 0.311 (0.236)] [data_t 0.009] [optim_t 0.302] [lr 0.000214] [CE 3.276 (3.019)] [KD 0.000 (0.000)] +2024-10-13 17:11:10,065 - Train: 84.00% [315250/375300] [252.0/300.0] [batch_t 0.182 (0.223)] [data_t 0.009] [optim_t 0.173] [lr 0.000214] [CE 2.900 (3.059)] [KD 0.000 (0.000)] +2024-10-13 17:11:22,923 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40009] [top5_cnt 47613] [top_all 50000] +2024-10-13 17:11:22,923 - net: 80.018 (95.226) +2024-10-13 17:11:35,828 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.252)] [top1_cnt 40622] [top5_cnt 47893] [top_all 50000] +2024-10-13 17:11:35,828 - net_E: 81.244 (95.786) +2024-10-13 17:11:35,967 - Max [top1: 80.018 (epoch: 252)] [top1-ema: 81.244 (epoch: 252)] +2024-10-13 17:11:35,967 - ==> Total time: 21:38:02 Eta: 4:07:14 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:11:53,633 - Train: 84.01% [315300/375300] [252.0/300.0] [batch_t 0.502 (0.247)] [data_t 0.009] [optim_t 0.493] [lr 0.000213] [CE 2.924 (3.034)] [KD 0.000 (0.000)] +2024-10-13 17:12:05,936 - Train: 84.03% [315350/375300] [252.1/300.0] [batch_t 0.199 (0.246)] [data_t 0.009] [optim_t 0.189] [lr 0.000213] [CE 2.928 (3.086)] [KD 0.000 (0.000)] +2024-10-13 17:12:18,320 - Train: 84.04% [315400/375300] [252.1/300.0] [batch_t 0.285 (0.248)] [data_t 0.009] [optim_t 0.276] [lr 0.000213] [CE 2.782 (3.066)] [KD 0.000 (0.000)] +2024-10-13 17:12:30,400 - Train: 84.05% [315450/375300] [252.2/300.0] [batch_t 0.257 (0.241)] [data_t 0.009] [optim_t 0.249] [lr 0.000213] [CE 3.092 (3.026)] [KD 0.000 (0.000)] +2024-10-13 17:12:42,627 - Train: 84.07% [315500/375300] [252.2/300.0] [batch_t 0.338 (0.244)] [data_t 0.009] [optim_t 0.329] [lr 0.000212] [CE 2.967 (3.046)] [KD 0.000 (0.000)] +2024-10-13 17:12:54,926 - Train: 84.08% [315550/375300] [252.2/300.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.000212] [CE 3.224 (3.130)] [KD 0.000 (0.000)] +2024-10-13 17:13:07,012 - Train: 84.09% [315600/375300] [252.3/300.0] [batch_t 0.253 (0.242)] [data_t 0.009] [optim_t 0.244] [lr 0.000212] [CE 3.146 (3.090)] [KD 0.000 (0.000)] +2024-10-13 17:13:19,320 - Train: 84.11% [315650/375300] [252.3/300.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.000211] [CE 3.243 (3.106)] [KD 0.000 (0.000)] +2024-10-13 17:13:31,351 - Train: 84.12% [315700/375300] [252.4/300.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000211] [CE 3.025 (3.080)] [KD 0.000 (0.000)] +2024-10-13 17:13:43,387 - Train: 84.13% [315750/375300] [252.4/300.0] [batch_t 0.220 (0.241)] [data_t 0.009] [optim_t 0.211] [lr 0.000211] [CE 2.822 (3.061)] [KD 0.000 (0.000)] +2024-10-13 17:13:55,783 - Train: 84.15% [315800/375300] [252.4/300.0] [batch_t 0.227 (0.248)] [data_t 0.009] [optim_t 0.217] [lr 0.000210] [CE 3.097 (3.044)] [KD 0.000 (0.000)] +2024-10-13 17:14:07,984 - Train: 84.16% [315850/375300] [252.5/300.0] [batch_t 0.243 (0.244)] [data_t 0.009] [optim_t 0.235] [lr 0.000210] [CE 3.062 (3.071)] [KD 0.000 (0.000)] +2024-10-13 17:14:20,016 - Train: 84.17% [315900/375300] [252.5/300.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000210] [CE 2.986 (3.058)] [KD 0.000 (0.000)] +2024-10-13 17:14:32,446 - Train: 84.19% [315950/375300] [252.6/300.0] [batch_t 0.431 (0.248)] [data_t 0.254] [optim_t 0.178] [lr 0.000210] [CE 3.058 (3.100)] [KD 0.000 (0.000)] +2024-10-13 17:14:44,303 - Train: 84.20% [316000/375300] [252.6/300.0] [batch_t 0.196 (0.237)] [data_t 0.009] [optim_t 0.187] [lr 0.000209] [CE 3.150 (3.050)] [KD 0.000 (0.000)] +2024-10-13 17:14:56,679 - Train: 84.21% [316050/375300] [252.6/300.0] [batch_t 0.220 (0.247)] [data_t 0.041] [optim_t 0.178] [lr 0.000209] [CE 2.984 (3.033)] [KD 0.000 (0.000)] +2024-10-13 17:15:09,098 - Train: 84.23% [316100/375300] [252.7/300.0] [batch_t 0.190 (0.248)] [data_t 0.009] [optim_t 0.181] [lr 0.000209] [CE 2.868 (3.075)] [KD 0.000 (0.000)] +2024-10-13 17:15:20,498 - Train: 84.24% [316150/375300] [252.7/300.0] [batch_t 0.207 (0.228)] [data_t 0.031] [optim_t 0.177] [lr 0.000208] [CE 3.355 (3.070)] [KD 0.000 (0.000)] +2024-10-13 17:15:32,417 - Train: 84.25% [316200/375300] [252.8/300.0] [batch_t 0.253 (0.238)] [data_t 0.009] [optim_t 0.244] [lr 0.000208] [CE 3.218 (3.057)] [KD 0.000 (0.000)] +2024-10-13 17:15:44,754 - Train: 84.27% [316250/375300] [252.8/300.0] [batch_t 0.262 (0.247)] [data_t 0.009] [optim_t 0.253] [lr 0.000208] [CE 2.846 (3.074)] [KD 0.000 (0.000)] +2024-10-13 17:15:56,815 - Train: 84.28% [316300/375300] [252.8/300.0] [batch_t 0.253 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.000207] [CE 3.170 (3.076)] [KD 0.000 (0.000)] +2024-10-13 17:16:09,127 - Train: 84.29% [316350/375300] [252.9/300.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.238] [lr 0.000207] [CE 2.939 (3.101)] [KD 0.000 (0.000)] +2024-10-13 17:16:21,206 - Train: 84.31% [316400/375300] [252.9/300.0] [batch_t 0.261 (0.241)] [data_t 0.009] [optim_t 0.252] [lr 0.000207] [CE 3.264 (3.038)] [KD 0.000 (0.000)] +2024-10-13 17:16:33,255 - Train: 84.32% [316450/375300] [253.0/300.0] [batch_t 0.214 (0.241)] [data_t 0.009] [optim_t 0.205] [lr 0.000207] [CE 3.154 (3.095)] [KD 0.000 (0.000)] +2024-10-13 17:16:44,993 - Train: 84.33% [316500/375300] [253.0/300.0] [batch_t 0.182 (0.235)] [data_t 0.009] [optim_t 0.173] [lr 0.000206] [CE 3.107 (3.068)] [KD 0.000 (0.000)] +2024-10-13 17:16:57,529 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 39997] [top5_cnt 47663] [top_all 50000] +2024-10-13 17:16:57,530 - net: 79.994 (95.326) +2024-10-13 17:17:09,776 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40599] [top5_cnt 47895] [top_all 50000] +2024-10-13 17:17:09,776 - net_E: 81.198 (95.790) +2024-10-13 17:17:09,911 - Max [top1: 80.018 (epoch: 252)] [top1-ema: 81.244 (epoch: 252)] +2024-10-13 17:17:09,911 - ==> Total time: 21:43:36 Eta: 4:02:10 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:17:23,620 - Train: 84.35% [316550/375300] [253.0/300.0] [batch_t 0.189 (0.261)] [data_t 0.009] [optim_t 0.180] [lr 0.000206] [CE 3.244 (3.013)] [KD 0.000 (0.000)] +2024-10-13 17:17:35,251 - Train: 84.36% [316600/375300] [253.1/300.0] [batch_t 0.193 (0.232)] [data_t 0.009] [optim_t 0.184] [lr 0.000206] [CE 2.918 (3.079)] [KD 0.000 (0.000)] +2024-10-13 17:17:46,963 - Train: 84.37% [316650/375300] [253.1/300.0] [batch_t 0.245 (0.234)] [data_t 0.009] [optim_t 0.236] [lr 0.000205] [CE 3.260 (3.060)] [KD 0.000 (0.000)] +2024-10-13 17:17:58,708 - Train: 84.39% [316700/375300] [253.2/300.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.000205] [CE 3.218 (3.048)] [KD 0.000 (0.000)] +2024-10-13 17:18:10,143 - Train: 84.40% [316750/375300] [253.2/300.0] [batch_t 0.240 (0.229)] [data_t 0.009] [optim_t 0.231] [lr 0.000205] [CE 2.862 (3.053)] [KD 0.000 (0.000)] +2024-10-13 17:18:21,720 - Train: 84.41% [316800/375300] [253.2/300.0] [batch_t 0.316 (0.231)] [data_t 0.009] [optim_t 0.307] [lr 0.000205] [CE 2.970 (3.079)] [KD 0.000 (0.000)] +2024-10-13 17:18:33,332 - Train: 84.43% [316850/375300] [253.3/300.0] [batch_t 0.193 (0.232)] [data_t 0.009] [optim_t 0.184] [lr 0.000204] [CE 3.115 (3.049)] [KD 0.000 (0.000)] +2024-10-13 17:18:44,951 - Train: 84.44% [316900/375300] [253.3/300.0] [batch_t 0.239 (0.232)] [data_t 0.009] [optim_t 0.230] [lr 0.000204] [CE 2.913 (3.026)] [KD 0.000 (0.000)] +2024-10-13 17:18:56,650 - Train: 84.45% [316950/375300] [253.4/300.0] [batch_t 0.243 (0.234)] [data_t 0.009] [optim_t 0.234] [lr 0.000204] [CE 2.873 (3.036)] [KD 0.000 (0.000)] +2024-10-13 17:19:08,386 - Train: 84.47% [317000/375300] [253.4/300.0] [batch_t 0.265 (0.235)] [data_t 0.009] [optim_t 0.256] [lr 0.000203] [CE 2.972 (3.061)] [KD 0.000 (0.000)] +2024-10-13 17:19:20,134 - Train: 84.48% [317050/375300] [253.4/300.0] [batch_t 0.336 (0.235)] [data_t 0.009] [optim_t 0.327] [lr 0.000203] [CE 3.056 (3.084)] [KD 0.000 (0.000)] +2024-10-13 17:19:31,662 - Train: 84.49% [317100/375300] [253.5/300.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.000203] [CE 3.098 (3.070)] [KD 0.000 (0.000)] +2024-10-13 17:19:43,266 - Train: 84.51% [317150/375300] [253.5/300.0] [batch_t 0.249 (0.232)] [data_t 0.009] [optim_t 0.240] [lr 0.000202] [CE 3.131 (3.049)] [KD 0.000 (0.000)] +2024-10-13 17:19:54,918 - Train: 84.52% [317200/375300] [253.6/300.0] [batch_t 0.257 (0.233)] [data_t 0.009] [optim_t 0.248] [lr 0.000202] [CE 2.836 (3.036)] [KD 0.000 (0.000)] +2024-10-13 17:20:06,690 - Train: 84.53% [317250/375300] [253.6/300.0] [batch_t 0.261 (0.235)] [data_t 0.009] [optim_t 0.252] [lr 0.000202] [CE 3.097 (3.097)] [KD 0.000 (0.000)] +2024-10-13 17:20:18,896 - Train: 84.55% [317300/375300] [253.6/300.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.000202] [CE 2.790 (3.066)] [KD 0.000 (0.000)] +2024-10-13 17:20:30,815 - Train: 84.56% [317350/375300] [253.7/300.0] [batch_t 0.276 (0.238)] [data_t 0.009] [optim_t 0.267] [lr 0.000201] [CE 3.177 (3.089)] [KD 0.000 (0.000)] +2024-10-13 17:20:43,204 - Train: 84.57% [317400/375300] [253.7/300.0] [batch_t 0.192 (0.248)] [data_t 0.009] [optim_t 0.184] [lr 0.000201] [CE 2.758 (3.044)] [KD 0.000 (0.000)] +2024-10-13 17:20:55,253 - Train: 84.59% [317450/375300] [253.8/300.0] [batch_t 0.249 (0.241)] [data_t 0.009] [optim_t 0.240] [lr 0.000201] [CE 2.954 (3.044)] [KD 0.000 (0.000)] +2024-10-13 17:21:07,338 - Train: 84.60% [317500/375300] [253.8/300.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000200] [CE 3.069 (3.086)] [KD 0.000 (0.000)] +2024-10-13 17:21:19,546 - Train: 84.61% [317550/375300] [253.8/300.0] [batch_t 0.189 (0.244)] [data_t 0.009] [optim_t 0.181] [lr 0.000200] [CE 3.132 (3.053)] [KD 0.000 (0.000)] +2024-10-13 17:21:31,689 - Train: 84.63% [317600/375300] [253.9/300.0] [batch_t 0.287 (0.243)] [data_t 0.009] [optim_t 0.278] [lr 0.000200] [CE 2.799 (3.041)] [KD 0.000 (0.000)] +2024-10-13 17:21:43,800 - Train: 84.64% [317650/375300] [253.9/300.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000200] [CE 3.197 (3.068)] [KD 0.000 (0.000)] +2024-10-13 17:21:55,862 - Train: 84.65% [317700/375300] [254.0/300.0] [batch_t 0.388 (0.241)] [data_t 0.009] [optim_t 0.379] [lr 0.000199] [CE 3.338 (3.089)] [KD 0.000 (0.000)] +2024-10-13 17:22:07,349 - Train: 84.67% [317750/375300] [254.0/300.0] [batch_t 0.192 (0.230)] [data_t 0.009] [optim_t 0.183] [lr 0.000199] [CE 3.015 (3.090)] [KD 0.000 (0.000)] +2024-10-13 17:22:20,348 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40039] [top5_cnt 47618] [top_all 50000] +2024-10-13 17:22:20,348 - net: 80.078 (95.236) +2024-10-13 17:22:32,640 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40618] [top5_cnt 47882] [top_all 50000] +2024-10-13 17:22:32,641 - net_E: 81.236 (95.764) +2024-10-13 17:22:32,794 - Max [top1: 80.078 (epoch: 254)] [top1-ema: 81.244 (epoch: 252)] +2024-10-13 17:22:32,795 - ==> Total time: 21:48:59 Eta: 3:57:03 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:22:48,492 - Train: 84.68% [317800/375300] [254.0/300.0] [batch_t 0.352 (0.247)] [data_t 0.009] [optim_t 0.343] [lr 0.000199] [CE 3.022 (3.049)] [KD 0.000 (0.000)] +2024-10-13 17:23:00,287 - Train: 84.69% [317850/375300] [254.1/300.0] [batch_t 0.534 (0.236)] [data_t 0.009] [optim_t 0.525] [lr 0.000198] [CE 3.021 (3.036)] [KD 0.000 (0.000)] +2024-10-13 17:23:12,255 - Train: 84.71% [317900/375300] [254.1/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000198] [CE 3.131 (3.032)] [KD 0.000 (0.000)] +2024-10-13 17:23:24,680 - Train: 84.72% [317950/375300] [254.2/300.0] [batch_t 0.277 (0.248)] [data_t 0.009] [optim_t 0.268] [lr 0.000198] [CE 2.773 (3.040)] [KD 0.000 (0.000)] +2024-10-13 17:23:36,973 - Train: 84.73% [318000/375300] [254.2/300.0] [batch_t 0.269 (0.246)] [data_t 0.009] [optim_t 0.260] [lr 0.000198] [CE 2.904 (2.997)] [KD 0.000 (0.000)] +2024-10-13 17:23:49,521 - Train: 84.75% [318050/375300] [254.2/300.0] [batch_t 0.288 (0.251)] [data_t 0.009] [optim_t 0.279] [lr 0.000197] [CE 2.907 (3.004)] [KD 0.000 (0.000)] +2024-10-13 17:24:02,006 - Train: 84.76% [318100/375300] [254.3/300.0] [batch_t 0.256 (0.250)] [data_t 0.009] [optim_t 0.247] [lr 0.000197] [CE 2.715 (3.041)] [KD 0.000 (0.000)] +2024-10-13 17:24:14,312 - Train: 84.77% [318150/375300] [254.3/300.0] [batch_t 0.211 (0.246)] [data_t 0.009] [optim_t 0.202] [lr 0.000197] [CE 3.145 (3.066)] [KD 0.000 (0.000)] +2024-10-13 17:24:26,654 - Train: 84.79% [318200/375300] [254.4/300.0] [batch_t 0.192 (0.247)] [data_t 0.009] [optim_t 0.183] [lr 0.000196] [CE 3.230 (3.065)] [KD 0.000 (0.000)] +2024-10-13 17:24:39,194 - Train: 84.80% [318250/375300] [254.4/300.0] [batch_t 0.314 (0.251)] [data_t 0.009] [optim_t 0.305] [lr 0.000196] [CE 2.946 (3.052)] [KD 0.000 (0.000)] +2024-10-13 17:24:51,723 - Train: 84.81% [318300/375300] [254.4/300.0] [batch_t 0.274 (0.250)] [data_t 0.009] [optim_t 0.265] [lr 0.000196] [CE 3.079 (3.065)] [KD 0.000 (0.000)] +2024-10-13 17:25:04,543 - Train: 84.83% [318350/375300] [254.5/300.0] [batch_t 0.254 (0.256)] [data_t 0.009] [optim_t 0.245] [lr 0.000196] [CE 2.964 (3.061)] [KD 0.000 (0.000)] +2024-10-13 17:25:16,958 - Train: 84.84% [318400/375300] [254.5/300.0] [batch_t 0.305 (0.248)] [data_t 0.009] [optim_t 0.296] [lr 0.000195] [CE 3.291 (3.068)] [KD 0.000 (0.000)] +2024-10-13 17:25:29,650 - Train: 84.85% [318450/375300] [254.6/300.0] [batch_t 0.198 (0.254)] [data_t 0.009] [optim_t 0.190] [lr 0.000195] [CE 3.018 (3.073)] [KD 0.000 (0.000)] +2024-10-13 17:25:42,578 - Train: 84.87% [318500/375300] [254.6/300.0] [batch_t 0.328 (0.258)] [data_t 0.009] [optim_t 0.320] [lr 0.000195] [CE 2.881 (3.026)] [KD 0.000 (0.000)] +2024-10-13 17:25:55,205 - Train: 84.88% [318550/375300] [254.6/300.0] [batch_t 0.318 (0.252)] [data_t 0.009] [optim_t 0.309] [lr 0.000194] [CE 3.125 (3.043)] [KD 0.000 (0.000)] +2024-10-13 17:26:07,994 - Train: 84.89% [318600/375300] [254.7/300.0] [batch_t 0.336 (0.256)] [data_t 0.009] [optim_t 0.327] [lr 0.000194] [CE 3.190 (3.045)] [KD 0.000 (0.000)] +2024-10-13 17:26:20,757 - Train: 84.91% [318650/375300] [254.7/300.0] [batch_t 0.308 (0.255)] [data_t 0.009] [optim_t 0.299] [lr 0.000194] [CE 2.842 (3.062)] [KD 0.000 (0.000)] +2024-10-13 17:26:33,362 - Train: 84.92% [318700/375300] [254.8/300.0] [batch_t 0.345 (0.252)] [data_t 0.009] [optim_t 0.336] [lr 0.000194] [CE 3.476 (3.090)] [KD 0.000 (0.000)] +2024-10-13 17:26:45,832 - Train: 84.93% [318750/375300] [254.8/300.0] [batch_t 0.253 (0.249)] [data_t 0.009] [optim_t 0.245] [lr 0.000193] [CE 3.005 (3.041)] [KD 0.000 (0.000)] +2024-10-13 17:26:58,359 - Train: 84.95% [318800/375300] [254.8/300.0] [batch_t 0.283 (0.250)] [data_t 0.009] [optim_t 0.274] [lr 0.000193] [CE 3.149 (3.042)] [KD 0.000 (0.000)] +2024-10-13 17:27:11,126 - Train: 84.96% [318850/375300] [254.9/300.0] [batch_t 0.355 (0.255)] [data_t 0.009] [optim_t 0.346] [lr 0.000193] [CE 2.693 (3.107)] [KD 0.000 (0.000)] +2024-10-13 17:27:23,641 - Train: 84.97% [318900/375300] [254.9/300.0] [batch_t 0.314 (0.250)] [data_t 0.009] [optim_t 0.305] [lr 0.000192] [CE 3.140 (3.056)] [KD 0.000 (0.000)] +2024-10-13 17:27:35,919 - Train: 84.99% [318950/375300] [255.0/300.0] [batch_t 0.240 (0.245)] [data_t 0.009] [optim_t 0.232] [lr 0.000192] [CE 3.282 (3.031)] [KD 0.000 (0.000)] +2024-10-13 17:27:47,900 - Train: 85.00% [319000/375300] [255.0/300.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.000192] [CE 2.990 (3.063)] [KD 0.000 (0.000)] +2024-10-13 17:28:00,965 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40059] [top5_cnt 47582] [top_all 50000] +2024-10-13 17:28:00,965 - net: 80.118 (95.164) +2024-10-13 17:28:13,069 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.235)] [top1_cnt 40640] [top5_cnt 47916] [top_all 50000] +2024-10-13 17:28:13,070 - net_E: 81.280 (95.832) +2024-10-13 17:28:13,224 - Max [top1: 80.118 (epoch: 255)] [top1-ema: 81.280 (epoch: 255)] +2024-10-13 17:28:13,224 - ==> Total time: 21:54:40 Eta: 3:52:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:28:29,437 - Train: 85.01% [319050/375300] [255.0/300.0] [batch_t 0.297 (0.233)] [data_t 0.009] [optim_t 0.288] [lr 0.000192] [CE 3.124 (3.041)] [KD 0.000 (0.000)] +2024-10-13 17:28:41,766 - Train: 85.03% [319100/375300] [255.1/300.0] [batch_t 0.202 (0.246)] [data_t 0.009] [optim_t 0.193] [lr 0.000191] [CE 2.902 (2.992)] [KD 0.000 (0.000)] +2024-10-13 17:28:53,712 - Train: 85.04% [319150/375300] [255.1/300.0] [batch_t 0.218 (0.239)] [data_t 0.009] [optim_t 0.210] [lr 0.000191] [CE 2.866 (3.018)] [KD 0.000 (0.000)] +2024-10-13 17:29:05,472 - Train: 85.05% [319200/375300] [255.2/300.0] [batch_t 0.261 (0.235)] [data_t 0.009] [optim_t 0.252] [lr 0.000191] [CE 3.158 (3.048)] [KD 0.000 (0.000)] +2024-10-13 17:29:17,458 - Train: 85.07% [319250/375300] [255.2/300.0] [batch_t 0.339 (0.240)] [data_t 0.009] [optim_t 0.330] [lr 0.000190] [CE 3.267 (3.048)] [KD 0.000 (0.000)] +2024-10-13 17:29:28,769 - Train: 85.08% [319300/375300] [255.2/300.0] [batch_t 0.211 (0.226)] [data_t 0.009] [optim_t 0.201] [lr 0.000190] [CE 3.158 (3.072)] [KD 0.000 (0.000)] +2024-10-13 17:29:40,594 - Train: 85.09% [319350/375300] [255.3/300.0] [batch_t 0.247 (0.236)] [data_t 0.009] [optim_t 0.238] [lr 0.000190] [CE 3.141 (3.088)] [KD 0.000 (0.000)] +2024-10-13 17:29:52,426 - Train: 85.11% [319400/375300] [255.3/300.0] [batch_t 0.322 (0.237)] [data_t 0.009] [optim_t 0.313] [lr 0.000190] [CE 3.035 (3.029)] [KD 0.000 (0.000)] +2024-10-13 17:30:04,007 - Train: 85.12% [319450/375300] [255.4/300.0] [batch_t 0.229 (0.231)] [data_t 0.009] [optim_t 0.220] [lr 0.000189] [CE 3.174 (3.052)] [KD 0.000 (0.000)] +2024-10-13 17:30:16,015 - Train: 85.13% [319500/375300] [255.4/300.0] [batch_t 0.192 (0.240)] [data_t 0.009] [optim_t 0.182] [lr 0.000189] [CE 3.072 (3.058)] [KD 0.000 (0.000)] +2024-10-13 17:30:28,029 - Train: 85.15% [319550/375300] [255.4/300.0] [batch_t 0.346 (0.240)] [data_t 0.009] [optim_t 0.337] [lr 0.000189] [CE 2.979 (3.085)] [KD 0.000 (0.000)] +2024-10-13 17:30:39,915 - Train: 85.16% [319600/375300] [255.5/300.0] [batch_t 0.188 (0.238)] [data_t 0.009] [optim_t 0.179] [lr 0.000189] [CE 3.093 (3.043)] [KD 0.000 (0.000)] +2024-10-13 17:30:51,902 - Train: 85.17% [319650/375300] [255.5/300.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.000188] [CE 3.117 (3.052)] [KD 0.000 (0.000)] +2024-10-13 17:31:03,816 - Train: 85.19% [319700/375300] [255.6/300.0] [batch_t 0.344 (0.238)] [data_t 0.009] [optim_t 0.335] [lr 0.000188] [CE 2.981 (3.038)] [KD 0.000 (0.000)] +2024-10-13 17:31:15,737 - Train: 85.20% [319750/375300] [255.6/300.0] [batch_t 0.225 (0.238)] [data_t 0.009] [optim_t 0.216] [lr 0.000188] [CE 3.231 (3.033)] [KD 0.000 (0.000)] +2024-10-13 17:31:27,792 - Train: 85.21% [319800/375300] [255.6/300.0] [batch_t 0.190 (0.241)] [data_t 0.009] [optim_t 0.181] [lr 0.000187] [CE 2.998 (3.053)] [KD 0.000 (0.000)] +2024-10-13 17:31:40,082 - Train: 85.23% [319850/375300] [255.7/300.0] [batch_t 0.293 (0.246)] [data_t 0.009] [optim_t 0.284] [lr 0.000187] [CE 3.054 (3.070)] [KD 0.000 (0.000)] +2024-10-13 17:31:52,318 - Train: 85.24% [319900/375300] [255.7/300.0] [batch_t 0.256 (0.245)] [data_t 0.009] [optim_t 0.247] [lr 0.000187] [CE 3.332 (3.045)] [KD 0.000 (0.000)] +2024-10-13 17:32:04,733 - Train: 85.25% [319950/375300] [255.8/300.0] [batch_t 0.241 (0.248)] [data_t 0.009] [optim_t 0.232] [lr 0.000187] [CE 3.248 (3.053)] [KD 0.000 (0.000)] +2024-10-13 17:32:17,205 - Train: 85.27% [320000/375300] [255.8/300.0] [batch_t 0.329 (0.249)] [data_t 0.009] [optim_t 0.320] [lr 0.000186] [CE 2.933 (3.043)] [KD 0.000 (0.000)] +2024-10-13 17:32:29,534 - Train: 85.28% [320050/375300] [255.8/300.0] [batch_t 0.188 (0.246)] [data_t 0.009] [optim_t 0.180] [lr 0.000186] [CE 3.074 (3.043)] [KD 0.000 (0.000)] +2024-10-13 17:32:41,934 - Train: 85.29% [320100/375300] [255.9/300.0] [batch_t 0.268 (0.248)] [data_t 0.009] [optim_t 0.259] [lr 0.000186] [CE 2.619 (3.036)] [KD 0.000 (0.000)] +2024-10-13 17:32:54,273 - Train: 85.31% [320150/375300] [255.9/300.0] [batch_t 0.298 (0.247)] [data_t 0.009] [optim_t 0.290] [lr 0.000185] [CE 3.046 (3.025)] [KD 0.000 (0.000)] +2024-10-13 17:33:06,731 - Train: 85.32% [320200/375300] [256.0/300.0] [batch_t 0.290 (0.249)] [data_t 0.009] [optim_t 0.281] [lr 0.000185] [CE 2.953 (3.032)] [KD 0.000 (0.000)] +2024-10-13 17:33:18,743 - Train: 85.33% [320250/375300] [256.0/300.0] [batch_t 0.303 (0.240)] [data_t 0.009] [optim_t 0.295] [lr 0.000185] [CE 3.102 (3.035)] [KD 0.000 (0.000)] +2024-10-13 17:33:32,021 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40116] [top5_cnt 47677] [top_all 50000] +2024-10-13 17:33:32,021 - net: 80.232 (95.354) +2024-10-13 17:33:44,298 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40654] [top5_cnt 47925] [top_all 50000] +2024-10-13 17:33:44,298 - net_E: 81.308 (95.850) +2024-10-13 17:33:44,419 - Max [top1: 80.232 (epoch: 256)] [top1-ema: 81.308 (epoch: 256)] +2024-10-13 17:33:44,420 - ==> Total time: 22:00:11 Eta: 3:46:54 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:34:00,272 - Train: 85.35% [320300/375300] [256.0/300.0] [batch_t 0.194 (0.242)] [data_t 0.009] [optim_t 0.185] [lr 0.000185] [CE 2.790 (2.994)] [KD 0.000 (0.000)] +2024-10-13 17:34:12,523 - Train: 85.36% [320350/375300] [256.1/300.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.249] [lr 0.000184] [CE 3.023 (3.030)] [KD 0.000 (0.000)] +2024-10-13 17:34:24,868 - Train: 85.37% [320400/375300] [256.1/300.0] [batch_t 0.274 (0.247)] [data_t 0.009] [optim_t 0.265] [lr 0.000184] [CE 2.688 (3.040)] [KD 0.000 (0.000)] +2024-10-13 17:34:37,208 - Train: 85.39% [320450/375300] [256.2/300.0] [batch_t 0.194 (0.247)] [data_t 0.009] [optim_t 0.185] [lr 0.000184] [CE 3.250 (3.066)] [KD 0.000 (0.000)] +2024-10-13 17:34:49,205 - Train: 85.40% [320500/375300] [256.2/300.0] [batch_t 0.220 (0.240)] [data_t 0.009] [optim_t 0.210] [lr 0.000184] [CE 3.014 (2.985)] [KD 0.000 (0.000)] +2024-10-13 17:35:01,295 - Train: 85.41% [320550/375300] [256.2/300.0] [batch_t 0.256 (0.242)] [data_t 0.009] [optim_t 0.247] [lr 0.000183] [CE 3.141 (3.022)] [KD 0.000 (0.000)] +2024-10-13 17:35:13,258 - Train: 85.42% [320600/375300] [256.3/300.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.236] [lr 0.000183] [CE 2.876 (3.033)] [KD 0.000 (0.000)] +2024-10-13 17:35:25,439 - Train: 85.44% [320650/375300] [256.3/300.0] [batch_t 0.219 (0.243)] [data_t 0.009] [optim_t 0.210] [lr 0.000183] [CE 3.233 (3.040)] [KD 0.000 (0.000)] +2024-10-13 17:35:37,718 - Train: 85.45% [320700/375300] [256.4/300.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.247] [lr 0.000182] [CE 3.110 (3.023)] [KD 0.000 (0.000)] +2024-10-13 17:35:49,865 - Train: 85.46% [320750/375300] [256.4/300.0] [batch_t 0.196 (0.243)] [data_t 0.009] [optim_t 0.187] [lr 0.000182] [CE 3.267 (3.060)] [KD 0.000 (0.000)] +2024-10-13 17:36:02,247 - Train: 85.48% [320800/375300] [256.4/300.0] [batch_t 0.208 (0.248)] [data_t 0.009] [optim_t 0.200] [lr 0.000182] [CE 3.053 (3.007)] [KD 0.000 (0.000)] +2024-10-13 17:36:14,589 - Train: 85.49% [320850/375300] [256.5/300.0] [batch_t 0.217 (0.247)] [data_t 0.009] [optim_t 0.208] [lr 0.000182] [CE 3.115 (3.038)] [KD 0.000 (0.000)] +2024-10-13 17:36:27,041 - Train: 85.50% [320900/375300] [256.5/300.0] [batch_t 0.342 (0.249)] [data_t 0.009] [optim_t 0.333] [lr 0.000181] [CE 3.172 (3.046)] [KD 0.000 (0.000)] +2024-10-13 17:36:39,333 - Train: 85.52% [320950/375300] [256.6/300.0] [batch_t 0.213 (0.246)] [data_t 0.009] [optim_t 0.204] [lr 0.000181] [CE 2.988 (3.002)] [KD 0.000 (0.000)] +2024-10-13 17:36:51,584 - Train: 85.53% [321000/375300] [256.6/300.0] [batch_t 0.225 (0.245)] [data_t 0.009] [optim_t 0.216] [lr 0.000181] [CE 2.889 (3.039)] [KD 0.000 (0.000)] +2024-10-13 17:37:03,844 - Train: 85.54% [321050/375300] [256.6/300.0] [batch_t 0.195 (0.245)] [data_t 0.009] [optim_t 0.186] [lr 0.000181] [CE 3.107 (2.983)] [KD 0.000 (0.000)] +2024-10-13 17:37:16,289 - Train: 85.56% [321100/375300] [256.7/300.0] [batch_t 0.187 (0.249)] [data_t 0.009] [optim_t 0.178] [lr 0.000180] [CE 3.184 (3.059)] [KD 0.000 (0.000)] +2024-10-13 17:37:28,814 - Train: 85.57% [321150/375300] [256.7/300.0] [batch_t 0.188 (0.250)] [data_t 0.009] [optim_t 0.179] [lr 0.000180] [CE 2.897 (3.017)] [KD 0.000 (0.000)] +2024-10-13 17:37:41,011 - Train: 85.58% [321200/375300] [256.8/300.0] [batch_t 0.224 (0.244)] [data_t 0.009] [optim_t 0.215] [lr 0.000180] [CE 3.038 (3.057)] [KD 0.000 (0.000)] +2024-10-13 17:37:53,143 - Train: 85.60% [321250/375300] [256.8/300.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.212] [lr 0.000179] [CE 3.267 (3.014)] [KD 0.000 (0.000)] +2024-10-13 17:38:05,249 - Train: 85.61% [321300/375300] [256.8/300.0] [batch_t 0.321 (0.242)] [data_t 0.009] [optim_t 0.312] [lr 0.000179] [CE 3.055 (3.035)] [KD 0.000 (0.000)] +2024-10-13 17:38:16,984 - Train: 85.62% [321350/375300] [256.9/300.0] [batch_t 0.187 (0.235)] [data_t 0.009] [optim_t 0.178] [lr 0.000179] [CE 2.855 (3.075)] [KD 0.000 (0.000)] +2024-10-13 17:38:29,091 - Train: 85.64% [321400/375300] [256.9/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.000179] [CE 3.011 (3.063)] [KD 0.000 (0.000)] +2024-10-13 17:38:41,163 - Train: 85.65% [321450/375300] [257.0/300.0] [batch_t 0.188 (0.241)] [data_t 0.009] [optim_t 0.180] [lr 0.000178] [CE 3.131 (3.080)] [KD 0.000 (0.000)] +2024-10-13 17:38:53,098 - Train: 85.66% [321500/375300] [257.0/300.0] [batch_t 0.185 (0.239)] [data_t 0.009] [optim_t 0.177] [lr 0.000178] [CE 3.186 (3.010)] [KD 0.000 (0.000)] +2024-10-13 17:39:06,385 - Test (net): 100.00% [50/50] [batch_t 0.128 (0.236)] [top1_cnt 40050] [top5_cnt 47699] [top_all 50000] +2024-10-13 17:39:06,385 - net: 80.100 (95.398) +2024-10-13 17:39:18,667 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40653] [top5_cnt 47914] [top_all 50000] +2024-10-13 17:39:18,668 - net_E: 81.306 (95.828) +2024-10-13 17:39:18,805 - Max [top1: 80.232 (epoch: 256)] [top1-ema: 81.308 (epoch: 256)] +2024-10-13 17:39:18,805 - ==> Total time: 22:05:45 Eta: 3:41:49 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:39:31,532 - Train: 85.68% [321550/375300] [257.0/300.0] [batch_t 0.224 (0.263)] [data_t 0.009] [optim_t 0.216] [lr 0.000178] [CE 2.513 (2.983)] [KD 0.000 (0.000)] +2024-10-13 17:39:44,213 - Train: 85.69% [321600/375300] [257.1/300.0] [batch_t 0.211 (0.253)] [data_t 0.009] [optim_t 0.202] [lr 0.000178] [CE 3.009 (3.009)] [KD 0.000 (0.000)] +2024-10-13 17:39:55,990 - Train: 85.70% [321650/375300] [257.1/300.0] [batch_t 0.237 (0.235)] [data_t 0.009] [optim_t 0.228] [lr 0.000177] [CE 3.287 (3.024)] [KD 0.000 (0.000)] +2024-10-13 17:40:08,083 - Train: 85.72% [321700/375300] [257.2/300.0] [batch_t 0.254 (0.242)] [data_t 0.009] [optim_t 0.245] [lr 0.000177] [CE 3.171 (2.999)] [KD 0.000 (0.000)] +2024-10-13 17:40:19,750 - Train: 85.73% [321750/375300] [257.2/300.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.000177] [CE 3.075 (3.048)] [KD 0.000 (0.000)] +2024-10-13 17:40:31,560 - Train: 85.74% [321800/375300] [257.2/300.0] [batch_t 0.230 (0.236)] [data_t 0.009] [optim_t 0.221] [lr 0.000176] [CE 3.178 (3.011)] [KD 0.000 (0.000)] +2024-10-13 17:40:43,528 - Train: 85.76% [321850/375300] [257.3/300.0] [batch_t 0.272 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.000176] [CE 2.592 (3.033)] [KD 0.000 (0.000)] +2024-10-13 17:40:55,630 - Train: 85.77% [321900/375300] [257.3/300.0] [batch_t 0.197 (0.242)] [data_t 0.009] [optim_t 0.188] [lr 0.000176] [CE 2.892 (3.056)] [KD 0.000 (0.000)] +2024-10-13 17:41:08,006 - Train: 85.78% [321950/375300] [257.4/300.0] [batch_t 0.282 (0.247)] [data_t 0.009] [optim_t 0.274] [lr 0.000176] [CE 2.919 (3.021)] [KD 0.000 (0.000)] +2024-10-13 17:41:20,272 - Train: 85.80% [322000/375300] [257.4/300.0] [batch_t 0.233 (0.245)] [data_t 0.009] [optim_t 0.224] [lr 0.000175] [CE 2.839 (3.055)] [KD 0.000 (0.000)] +2024-10-13 17:41:32,295 - Train: 85.81% [322050/375300] [257.4/300.0] [batch_t 0.210 (0.240)] [data_t 0.009] [optim_t 0.201] [lr 0.000175] [CE 3.248 (3.074)] [KD 0.000 (0.000)] +2024-10-13 17:41:44,410 - Train: 85.82% [322100/375300] [257.5/300.0] [batch_t 0.260 (0.242)] [data_t 0.009] [optim_t 0.251] [lr 0.000175] [CE 2.969 (3.067)] [KD 0.000 (0.000)] +2024-10-13 17:41:57,030 - Train: 85.84% [322150/375300] [257.5/300.0] [batch_t 0.268 (0.252)] [data_t 0.009] [optim_t 0.259] [lr 0.000175] [CE 2.899 (3.047)] [KD 0.000 (0.000)] +2024-10-13 17:42:09,474 - Train: 85.85% [322200/375300] [257.6/300.0] [batch_t 0.268 (0.249)] [data_t 0.009] [optim_t 0.260] [lr 0.000174] [CE 3.281 (3.095)] [KD 0.000 (0.000)] +2024-10-13 17:42:21,798 - Train: 85.86% [322250/375300] [257.6/300.0] [batch_t 0.245 (0.246)] [data_t 0.009] [optim_t 0.236] [lr 0.000174] [CE 3.005 (3.038)] [KD 0.000 (0.000)] +2024-10-13 17:42:34,097 - Train: 85.88% [322300/375300] [257.6/300.0] [batch_t 0.214 (0.246)] [data_t 0.009] [optim_t 0.205] [lr 0.000174] [CE 3.011 (3.002)] [KD 0.000 (0.000)] +2024-10-13 17:42:46,725 - Train: 85.89% [322350/375300] [257.7/300.0] [batch_t 0.241 (0.252)] [data_t 0.009] [optim_t 0.232] [lr 0.000174] [CE 2.840 (3.009)] [KD 0.000 (0.000)] +2024-10-13 17:42:58,986 - Train: 85.90% [322400/375300] [257.7/300.0] [batch_t 0.271 (0.245)] [data_t 0.009] [optim_t 0.262] [lr 0.000173] [CE 3.272 (3.014)] [KD 0.000 (0.000)] +2024-10-13 17:43:11,458 - Train: 85.92% [322450/375300] [257.8/300.0] [batch_t 0.246 (0.249)] [data_t 0.009] [optim_t 0.237] [lr 0.000173] [CE 2.919 (3.002)] [KD 0.000 (0.000)] +2024-10-13 17:43:24,115 - Train: 85.93% [322500/375300] [257.8/300.0] [batch_t 0.317 (0.253)] [data_t 0.009] [optim_t 0.308] [lr 0.000173] [CE 3.004 (3.032)] [KD 0.000 (0.000)] +2024-10-13 17:43:36,573 - Train: 85.94% [322550/375300] [257.8/300.0] [batch_t 0.190 (0.249)] [data_t 0.009] [optim_t 0.181] [lr 0.000172] [CE 3.029 (3.039)] [KD 0.000 (0.000)] +2024-10-13 17:43:49,174 - Train: 85.96% [322600/375300] [257.9/300.0] [batch_t 0.239 (0.252)] [data_t 0.009] [optim_t 0.230] [lr 0.000172] [CE 2.699 (3.025)] [KD 0.000 (0.000)] +2024-10-13 17:44:01,556 - Train: 85.97% [322650/375300] [257.9/300.0] [batch_t 0.257 (0.248)] [data_t 0.009] [optim_t 0.248] [lr 0.000172] [CE 2.640 (3.010)] [KD 0.000 (0.000)] +2024-10-13 17:44:13,543 - Train: 85.98% [322700/375300] [258.0/300.0] [batch_t 0.192 (0.240)] [data_t 0.009] [optim_t 0.183] [lr 0.000172] [CE 3.111 (3.024)] [KD 0.000 (0.000)] +2024-10-13 17:44:25,201 - Train: 86.00% [322750/375300] [258.0/300.0] [batch_t 0.182 (0.233)] [data_t 0.009] [optim_t 0.173] [lr 0.000171] [CE 2.852 (3.042)] [KD 0.000 (0.000)] +2024-10-13 17:44:38,818 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40140] [top5_cnt 47664] [top_all 50000] +2024-10-13 17:44:38,818 - net: 80.280 (95.328) +2024-10-13 17:44:51,763 - Test (net_E): 100.00% [50/50] [batch_t 0.086 (0.252)] [top1_cnt 40655] [top5_cnt 47920] [top_all 50000] +2024-10-13 17:44:51,763 - net_E: 81.310 (95.840) +2024-10-13 17:44:51,919 - Max [top1: 80.280 (epoch: 258)] [top1-ema: 81.310 (epoch: 258)] +2024-10-13 17:44:51,920 - ==> Total time: 22:11:18 Eta: 3:36:43 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:45:07,933 - Train: 86.01% [322800/375300] [258.0/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.000171] [CE 2.828 (3.046)] [KD 0.000 (0.000)] +2024-10-13 17:45:20,215 - Train: 86.02% [322850/375300] [258.1/300.0] [batch_t 0.208 (0.245)] [data_t 0.032] [optim_t 0.176] [lr 0.000171] [CE 2.683 (3.028)] [KD 0.000 (0.000)] +2024-10-13 17:45:32,853 - Train: 86.04% [322900/375300] [258.1/300.0] [batch_t 0.184 (0.253)] [data_t 0.009] [optim_t 0.175] [lr 0.000171] [CE 3.086 (2.985)] [KD 0.000 (0.000)] +2024-10-13 17:45:45,200 - Train: 86.05% [322950/375300] [258.2/300.0] [batch_t 0.187 (0.247)] [data_t 0.009] [optim_t 0.178] [lr 0.000170] [CE 3.106 (3.025)] [KD 0.000 (0.000)] +2024-10-13 17:45:57,584 - Train: 86.06% [323000/375300] [258.2/300.0] [batch_t 0.190 (0.248)] [data_t 0.009] [optim_t 0.181] [lr 0.000170] [CE 3.040 (2.989)] [KD 0.000 (0.000)] +2024-10-13 17:46:09,710 - Train: 86.08% [323050/375300] [258.2/300.0] [batch_t 0.199 (0.242)] [data_t 0.009] [optim_t 0.190] [lr 0.000170] [CE 2.914 (3.007)] [KD 0.000 (0.000)] +2024-10-13 17:46:22,326 - Train: 86.09% [323100/375300] [258.3/300.0] [batch_t 0.183 (0.252)] [data_t 0.009] [optim_t 0.175] [lr 0.000170] [CE 2.971 (3.042)] [KD 0.000 (0.000)] +2024-10-13 17:46:34,702 - Train: 86.10% [323150/375300] [258.3/300.0] [batch_t 0.189 (0.247)] [data_t 0.009] [optim_t 0.180] [lr 0.000169] [CE 2.942 (2.999)] [KD 0.000 (0.000)] +2024-10-13 17:46:46,939 - Train: 86.12% [323200/375300] [258.4/300.0] [batch_t 0.291 (0.245)] [data_t 0.009] [optim_t 0.282] [lr 0.000169] [CE 2.714 (3.000)] [KD 0.000 (0.000)] +2024-10-13 17:46:59,105 - Train: 86.13% [323250/375300] [258.4/300.0] [batch_t 0.305 (0.243)] [data_t 0.009] [optim_t 0.296] [lr 0.000169] [CE 3.284 (3.022)] [KD 0.000 (0.000)] +2024-10-13 17:47:11,587 - Train: 86.14% [323300/375300] [258.4/300.0] [batch_t 0.187 (0.250)] [data_t 0.009] [optim_t 0.178] [lr 0.000168] [CE 3.224 (3.039)] [KD 0.000 (0.000)] +2024-10-13 17:47:23,538 - Train: 86.16% [323350/375300] [258.5/300.0] [batch_t 0.197 (0.239)] [data_t 0.009] [optim_t 0.188] [lr 0.000168] [CE 3.038 (3.042)] [KD 0.000 (0.000)] +2024-10-13 17:47:35,859 - Train: 86.17% [323400/375300] [258.5/300.0] [batch_t 0.186 (0.246)] [data_t 0.009] [optim_t 0.177] [lr 0.000168] [CE 3.152 (3.050)] [KD 0.000 (0.000)] +2024-10-13 17:47:47,977 - Train: 86.18% [323450/375300] [258.6/300.0] [batch_t 0.259 (0.242)] [data_t 0.009] [optim_t 0.250] [lr 0.000168] [CE 3.172 (3.050)] [KD 0.000 (0.000)] +2024-10-13 17:48:00,332 - Train: 86.20% [323500/375300] [258.6/300.0] [batch_t 0.190 (0.247)] [data_t 0.009] [optim_t 0.181] [lr 0.000167] [CE 3.244 (3.024)] [KD 0.000 (0.000)] +2024-10-13 17:48:12,286 - Train: 86.21% [323550/375300] [258.6/300.0] [batch_t 0.184 (0.239)] [data_t 0.009] [optim_t 0.176] [lr 0.000167] [CE 3.092 (3.025)] [KD 0.000 (0.000)] +2024-10-13 17:48:24,157 - Train: 86.22% [323600/375300] [258.7/300.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000167] [CE 3.078 (3.056)] [KD 0.000 (0.000)] +2024-10-13 17:48:36,275 - Train: 86.24% [323650/375300] [258.7/300.0] [batch_t 0.285 (0.242)] [data_t 0.009] [optim_t 0.276] [lr 0.000167] [CE 3.345 (3.076)] [KD 0.000 (0.000)] +2024-10-13 17:48:48,187 - Train: 86.25% [323700/375300] [258.8/300.0] [batch_t 0.228 (0.238)] [data_t 0.009] [optim_t 0.219] [lr 0.000166] [CE 2.564 (3.035)] [KD 0.000 (0.000)] +2024-10-13 17:49:00,290 - Train: 86.26% [323750/375300] [258.8/300.0] [batch_t 0.279 (0.242)] [data_t 0.009] [optim_t 0.270] [lr 0.000166] [CE 3.077 (2.976)] [KD 0.000 (0.000)] +2024-10-13 17:49:12,397 - Train: 86.28% [323800/375300] [258.8/300.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000166] [CE 2.948 (3.011)] [KD 0.000 (0.000)] +2024-10-13 17:49:24,412 - Train: 86.29% [323850/375300] [258.9/300.0] [batch_t 0.197 (0.240)] [data_t 0.009] [optim_t 0.188] [lr 0.000166] [CE 2.990 (3.045)] [KD 0.000 (0.000)] +2024-10-13 17:49:36,601 - Train: 86.30% [323900/375300] [258.9/300.0] [batch_t 0.262 (0.244)] [data_t 0.009] [optim_t 0.253] [lr 0.000165] [CE 3.185 (3.030)] [KD 0.000 (0.000)] +2024-10-13 17:49:48,772 - Train: 86.32% [323950/375300] [259.0/300.0] [batch_t 0.194 (0.243)] [data_t 0.009] [optim_t 0.185] [lr 0.000165] [CE 3.101 (3.035)] [KD 0.000 (0.000)] +2024-10-13 17:50:00,795 - Train: 86.33% [324000/375300] [259.0/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.000165] [CE 3.376 (3.068)] [KD 0.000 (0.000)] +2024-10-13 17:50:14,800 - Test (net): 100.00% [50/50] [batch_t 0.083 (0.243)] [top1_cnt 40175] [top5_cnt 47702] [top_all 50000] +2024-10-13 17:50:14,800 - net: 80.350 (95.404) +2024-10-13 17:50:27,555 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.248)] [top1_cnt 40656] [top5_cnt 47922] [top_all 50000] +2024-10-13 17:50:27,555 - net_E: 81.312 (95.844) +2024-10-13 17:50:27,695 - Max [top1: 80.350 (epoch: 259)] [top1-ema: 81.312 (epoch: 259)] +2024-10-13 17:50:27,696 - ==> Total time: 22:16:54 Eta: 3:31:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:50:42,298 - Train: 86.34% [324050/375300] [259.0/300.0] [batch_t 0.191 (0.232)] [data_t 0.009] [optim_t 0.182] [lr 0.000165] [CE 2.816 (3.011)] [KD 0.000 (0.000)] +2024-10-13 17:50:54,051 - Train: 86.36% [324100/375300] [259.1/300.0] [batch_t 0.188 (0.235)] [data_t 0.009] [optim_t 0.179] [lr 0.000164] [CE 2.889 (3.007)] [KD 0.000 (0.000)] +2024-10-13 17:51:05,578 - Train: 86.37% [324150/375300] [259.1/300.0] [batch_t 0.212 (0.230)] [data_t 0.028] [optim_t 0.184] [lr 0.000164] [CE 3.249 (3.047)] [KD 0.000 (0.000)] +2024-10-13 17:51:17,553 - Train: 86.38% [324200/375300] [259.2/300.0] [batch_t 0.533 (0.239)] [data_t 0.138] [optim_t 0.395] [lr 0.000164] [CE 2.838 (2.999)] [KD 0.000 (0.000)] +2024-10-13 17:51:28,902 - Train: 86.40% [324250/375300] [259.2/300.0] [batch_t 0.241 (0.227)] [data_t 0.064] [optim_t 0.177] [lr 0.000164] [CE 2.975 (2.988)] [KD 0.000 (0.000)] +2024-10-13 17:51:40,601 - Train: 86.41% [324300/375300] [259.2/300.0] [batch_t 0.216 (0.234)] [data_t 0.009] [optim_t 0.207] [lr 0.000163] [CE 3.064 (3.030)] [KD 0.000 (0.000)] +2024-10-13 17:51:52,390 - Train: 86.42% [324350/375300] [259.3/300.0] [batch_t 0.216 (0.236)] [data_t 0.009] [optim_t 0.206] [lr 0.000163] [CE 2.992 (3.003)] [KD 0.000 (0.000)] +2024-10-13 17:52:04,311 - Train: 86.44% [324400/375300] [259.3/300.0] [batch_t 0.277 (0.238)] [data_t 0.009] [optim_t 0.268] [lr 0.000163] [CE 2.786 (2.970)] [KD 0.000 (0.000)] +2024-10-13 17:52:16,366 - Train: 86.45% [324450/375300] [259.4/300.0] [batch_t 0.481 (0.241)] [data_t 0.009] [optim_t 0.472] [lr 0.000163] [CE 3.159 (3.002)] [KD 0.000 (0.000)] +2024-10-13 17:52:27,873 - Train: 86.46% [324500/375300] [259.4/300.0] [batch_t 0.228 (0.230)] [data_t 0.009] [optim_t 0.219] [lr 0.000162] [CE 3.190 (3.046)] [KD 0.000 (0.000)] +2024-10-13 17:52:39,523 - Train: 86.48% [324550/375300] [259.4/300.0] [batch_t 0.273 (0.233)] [data_t 0.009] [optim_t 0.264] [lr 0.000162] [CE 3.004 (3.054)] [KD 0.000 (0.000)] +2024-10-13 17:52:51,598 - Train: 86.49% [324600/375300] [259.5/300.0] [batch_t 0.318 (0.241)] [data_t 0.009] [optim_t 0.309] [lr 0.000162] [CE 2.930 (3.008)] [KD 0.000 (0.000)] +2024-10-13 17:53:03,534 - Train: 86.50% [324650/375300] [259.5/300.0] [batch_t 0.259 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.000161] [CE 2.584 (3.029)] [KD 0.000 (0.000)] +2024-10-13 17:53:15,597 - Train: 86.52% [324700/375300] [259.6/300.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000161] [CE 3.156 (3.021)] [KD 0.000 (0.000)] +2024-10-13 17:53:27,477 - Train: 86.53% [324750/375300] [259.6/300.0] [batch_t 0.208 (0.237)] [data_t 0.009] [optim_t 0.199] [lr 0.000161] [CE 2.894 (3.022)] [KD 0.000 (0.000)] +2024-10-13 17:53:39,354 - Train: 86.54% [324800/375300] [259.6/300.0] [batch_t 0.247 (0.237)] [data_t 0.009] [optim_t 0.238] [lr 0.000161] [CE 2.950 (3.029)] [KD 0.000 (0.000)] +2024-10-13 17:53:50,986 - Train: 86.56% [324850/375300] [259.7/300.0] [batch_t 0.263 (0.233)] [data_t 0.009] [optim_t 0.254] [lr 0.000160] [CE 3.073 (3.040)] [KD 0.000 (0.000)] +2024-10-13 17:54:02,870 - Train: 86.57% [324900/375300] [259.7/300.0] [batch_t 0.190 (0.238)] [data_t 0.009] [optim_t 0.181] [lr 0.000160] [CE 3.085 (3.015)] [KD 0.000 (0.000)] +2024-10-13 17:54:14,837 - Train: 86.58% [324950/375300] [259.8/300.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.222] [lr 0.000160] [CE 2.981 (3.036)] [KD 0.000 (0.000)] +2024-10-13 17:54:26,866 - Train: 86.60% [325000/375300] [259.8/300.0] [batch_t 0.255 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.000160] [CE 3.277 (3.024)] [KD 0.000 (0.000)] +2024-10-13 17:54:38,928 - Train: 86.61% [325050/375300] [259.8/300.0] [batch_t 0.269 (0.241)] [data_t 0.009] [optim_t 0.260] [lr 0.000159] [CE 3.141 (3.076)] [KD 0.000 (0.000)] +2024-10-13 17:54:50,952 - Train: 86.62% [325100/375300] [259.9/300.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.245] [lr 0.000159] [CE 2.999 (3.024)] [KD 0.000 (0.000)] +2024-10-13 17:55:03,333 - Train: 86.64% [325150/375300] [259.9/300.0] [batch_t 0.258 (0.248)] [data_t 0.009] [optim_t 0.249] [lr 0.000159] [CE 3.106 (2.999)] [KD 0.000 (0.000)] +2024-10-13 17:55:15,714 - Train: 86.65% [325200/375300] [260.0/300.0] [batch_t 0.187 (0.248)] [data_t 0.009] [optim_t 0.178] [lr 0.000159] [CE 2.904 (3.033)] [KD 0.000 (0.000)] +2024-10-13 17:55:27,617 - Train: 86.66% [325250/375300] [260.0/300.0] [batch_t 0.181 (0.238)] [data_t 0.009] [optim_t 0.172] [lr 0.000158] [CE 2.793 (3.026)] [KD 0.000 (0.000)] +2024-10-13 17:55:41,689 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 40213] [top5_cnt 47675] [top_all 50000] +2024-10-13 17:55:41,689 - net: 80.426 (95.350) +2024-10-13 17:55:54,000 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40653] [top5_cnt 47931] [top_all 50000] +2024-10-13 17:55:54,000 - net_E: 81.306 (95.862) +2024-10-13 17:55:54,129 - Max [top1: 80.426 (epoch: 260)] [top1-ema: 81.312 (epoch: 259)] +2024-10-13 17:55:54,130 - ==> Total time: 22:22:20 Eta: 3:26:30 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 17:56:08,593 - Train: 86.68% [325300/375300] [260.0/300.0] [batch_t 0.186 (0.239)] [data_t 0.009] [optim_t 0.177] [lr 0.000158] [CE 2.730 (2.954)] [KD 0.000 (0.000)] +2024-10-13 17:56:20,101 - Train: 86.69% [325350/375300] [260.1/300.0] [batch_t 0.182 (0.230)] [data_t 0.009] [optim_t 0.173] [lr 0.000158] [CE 2.811 (3.023)] [KD 0.000 (0.000)] +2024-10-13 17:56:31,450 - Train: 86.70% [325400/375300] [260.1/300.0] [batch_t 0.253 (0.227)] [data_t 0.080] [optim_t 0.173] [lr 0.000158] [CE 2.972 (2.995)] [KD 0.000 (0.000)] +2024-10-13 17:56:42,864 - Train: 86.72% [325450/375300] [260.2/300.0] [batch_t 0.223 (0.228)] [data_t 0.046] [optim_t 0.177] [lr 0.000157] [CE 2.685 (3.023)] [KD 0.000 (0.000)] +2024-10-13 17:56:54,186 - Train: 86.73% [325500/375300] [260.2/300.0] [batch_t 0.194 (0.226)] [data_t 0.018] [optim_t 0.177] [lr 0.000157] [CE 2.943 (2.997)] [KD 0.000 (0.000)] +2024-10-13 17:57:05,765 - Train: 86.74% [325550/375300] [260.2/300.0] [batch_t 0.221 (0.231)] [data_t 0.047] [optim_t 0.175] [lr 0.000157] [CE 3.162 (3.040)] [KD 0.000 (0.000)] +2024-10-13 17:57:17,188 - Train: 86.76% [325600/375300] [260.3/300.0] [batch_t 0.235 (0.228)] [data_t 0.059] [optim_t 0.175] [lr 0.000157] [CE 2.975 (2.983)] [KD 0.000 (0.000)] +2024-10-13 17:57:28,806 - Train: 86.77% [325650/375300] [260.3/300.0] [batch_t 0.243 (0.232)] [data_t 0.068] [optim_t 0.176] [lr 0.000156] [CE 2.832 (3.003)] [KD 0.000 (0.000)] +2024-10-13 17:57:40,499 - Train: 86.78% [325700/375300] [260.4/300.0] [batch_t 0.234 (0.234)] [data_t 0.054] [optim_t 0.180] [lr 0.000156] [CE 3.006 (3.019)] [KD 0.000 (0.000)] +2024-10-13 17:57:51,842 - Train: 86.80% [325750/375300] [260.4/300.0] [batch_t 0.228 (0.227)] [data_t 0.053] [optim_t 0.175] [lr 0.000156] [CE 3.324 (3.000)] [KD 0.000 (0.000)] +2024-10-13 17:58:03,217 - Train: 86.81% [325800/375300] [260.4/300.0] [batch_t 0.227 (0.227)] [data_t 0.048] [optim_t 0.179] [lr 0.000156] [CE 3.091 (3.007)] [KD 0.000 (0.000)] +2024-10-13 17:58:14,587 - Train: 86.82% [325850/375300] [260.5/300.0] [batch_t 0.237 (0.227)] [data_t 0.057] [optim_t 0.180] [lr 0.000155] [CE 2.618 (3.009)] [KD 0.000 (0.000)] +2024-10-13 17:58:25,998 - Train: 86.84% [325900/375300] [260.5/300.0] [batch_t 0.256 (0.228)] [data_t 0.076] [optim_t 0.180] [lr 0.000155] [CE 3.191 (3.016)] [KD 0.000 (0.000)] +2024-10-13 17:58:37,733 - Train: 86.85% [325950/375300] [260.6/300.0] [batch_t 0.230 (0.235)] [data_t 0.052] [optim_t 0.178] [lr 0.000155] [CE 3.159 (3.016)] [KD 0.000 (0.000)] +2024-10-13 17:58:49,233 - Train: 86.86% [326000/375300] [260.6/300.0] [batch_t 0.223 (0.230)] [data_t 0.045] [optim_t 0.178] [lr 0.000155] [CE 3.208 (3.034)] [KD 0.000 (0.000)] +2024-10-13 17:59:00,542 - Train: 86.88% [326050/375300] [260.6/300.0] [batch_t 0.228 (0.226)] [data_t 0.048] [optim_t 0.180] [lr 0.000154] [CE 2.971 (3.047)] [KD 0.000 (0.000)] +2024-10-13 17:59:12,031 - Train: 86.89% [326100/375300] [260.7/300.0] [batch_t 0.238 (0.230)] [data_t 0.060] [optim_t 0.178] [lr 0.000154] [CE 3.190 (3.029)] [KD 0.000 (0.000)] +2024-10-13 17:59:23,775 - Train: 86.90% [326150/375300] [260.7/300.0] [batch_t 0.237 (0.235)] [data_t 0.059] [optim_t 0.178] [lr 0.000154] [CE 3.044 (2.990)] [KD 0.000 (0.000)] +2024-10-13 17:59:35,611 - Train: 86.92% [326200/375300] [260.8/300.0] [batch_t 0.282 (0.237)] [data_t 0.108] [optim_t 0.174] [lr 0.000154] [CE 3.015 (3.031)] [KD 0.000 (0.000)] +2024-10-13 17:59:46,966 - Train: 86.93% [326250/375300] [260.8/300.0] [batch_t 0.252 (0.227)] [data_t 0.073] [optim_t 0.180] [lr 0.000153] [CE 2.979 (3.034)] [KD 0.000 (0.000)] +2024-10-13 17:59:58,552 - Train: 86.94% [326300/375300] [260.8/300.0] [batch_t 0.241 (0.232)] [data_t 0.059] [optim_t 0.181] [lr 0.000153] [CE 3.124 (3.029)] [KD 0.000 (0.000)] +2024-10-13 18:00:10,081 - Train: 86.96% [326350/375300] [260.9/300.0] [batch_t 0.196 (0.230)] [data_t 0.009] [optim_t 0.187] [lr 0.000153] [CE 2.768 (2.965)] [KD 0.000 (0.000)] +2024-10-13 18:00:21,719 - Train: 86.97% [326400/375300] [260.9/300.0] [batch_t 0.188 (0.233)] [data_t 0.009] [optim_t 0.179] [lr 0.000153] [CE 2.937 (3.051)] [KD 0.000 (0.000)] +2024-10-13 18:00:33,087 - Train: 86.98% [326450/375300] [261.0/300.0] [batch_t 0.193 (0.227)] [data_t 0.009] [optim_t 0.184] [lr 0.000152] [CE 2.953 (3.022)] [KD 0.000 (0.000)] +2024-10-13 18:00:44,857 - Train: 87.00% [326500/375300] [261.0/300.0] [batch_t 0.192 (0.235)] [data_t 0.009] [optim_t 0.183] [lr 0.000152] [CE 3.192 (3.028)] [KD 0.000 (0.000)] +2024-10-13 18:00:59,319 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40243] [top5_cnt 47723] [top_all 50000] +2024-10-13 18:00:59,319 - net: 80.486 (95.446) +2024-10-13 18:01:11,476 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40699] [top5_cnt 47916] [top_all 50000] +2024-10-13 18:01:11,477 - net_E: 81.398 (95.832) +2024-10-13 18:01:11,611 - Max [top1: 80.486 (epoch: 261)] [top1-ema: 81.398 (epoch: 261)] +2024-10-13 18:01:11,611 - ==> Total time: 22:27:38 Eta: 3:21:22 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:01:27,909 - Train: 87.01% [326550/375300] [261.0/300.0] [batch_t 0.195 (0.239)] [data_t 0.009] [optim_t 0.186] [lr 0.000152] [CE 3.267 (2.976)] [KD 0.000 (0.000)] +2024-10-13 18:01:39,143 - Train: 87.02% [326600/375300] [261.1/300.0] [batch_t 0.189 (0.224)] [data_t 0.009] [optim_t 0.179] [lr 0.000152] [CE 2.774 (3.034)] [KD 0.000 (0.000)] +2024-10-13 18:01:50,641 - Train: 87.04% [326650/375300] [261.1/300.0] [batch_t 0.246 (0.230)] [data_t 0.009] [optim_t 0.237] [lr 0.000151] [CE 2.979 (3.037)] [KD 0.000 (0.000)] +2024-10-13 18:02:02,045 - Train: 87.05% [326700/375300] [261.2/300.0] [batch_t 0.248 (0.228)] [data_t 0.009] [optim_t 0.240] [lr 0.000151] [CE 2.991 (3.013)] [KD 0.000 (0.000)] +2024-10-13 18:02:13,621 - Train: 87.06% [326750/375300] [261.2/300.0] [batch_t 0.256 (0.231)] [data_t 0.009] [optim_t 0.247] [lr 0.000151] [CE 2.936 (3.009)] [KD 0.000 (0.000)] +2024-10-13 18:02:25,344 - Train: 87.08% [326800/375300] [261.2/300.0] [batch_t 0.241 (0.234)] [data_t 0.009] [optim_t 0.232] [lr 0.000151] [CE 2.897 (2.990)] [KD 0.000 (0.000)] +2024-10-13 18:02:37,041 - Train: 87.09% [326850/375300] [261.3/300.0] [batch_t 0.192 (0.234)] [data_t 0.009] [optim_t 0.183] [lr 0.000150] [CE 3.158 (2.989)] [KD 0.000 (0.000)] +2024-10-13 18:02:48,988 - Train: 87.10% [326900/375300] [261.3/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000150] [CE 3.018 (3.019)] [KD 0.000 (0.000)] +2024-10-13 18:03:01,203 - Train: 87.12% [326950/375300] [261.4/300.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000150] [CE 3.129 (3.012)] [KD 0.000 (0.000)] +2024-10-13 18:03:13,329 - Train: 87.13% [327000/375300] [261.4/300.0] [batch_t 0.199 (0.242)] [data_t 0.009] [optim_t 0.190] [lr 0.000150] [CE 3.142 (3.018)] [KD 0.000 (0.000)] +2024-10-13 18:03:25,360 - Train: 87.14% [327050/375300] [261.4/300.0] [batch_t 0.281 (0.241)] [data_t 0.009] [optim_t 0.272] [lr 0.000149] [CE 3.201 (2.990)] [KD 0.000 (0.000)] +2024-10-13 18:03:37,626 - Train: 87.16% [327100/375300] [261.5/300.0] [batch_t 0.214 (0.245)] [data_t 0.009] [optim_t 0.205] [lr 0.000149] [CE 2.813 (3.009)] [KD 0.000 (0.000)] +2024-10-13 18:03:49,925 - Train: 87.17% [327150/375300] [261.5/300.0] [batch_t 0.288 (0.246)] [data_t 0.009] [optim_t 0.279] [lr 0.000149] [CE 3.099 (3.050)] [KD 0.000 (0.000)] +2024-10-13 18:04:01,655 - Train: 87.18% [327200/375300] [261.6/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.000149] [CE 2.904 (3.018)] [KD 0.000 (0.000)] +2024-10-13 18:04:14,040 - Train: 87.20% [327250/375300] [261.6/300.0] [batch_t 0.521 (0.248)] [data_t 0.009] [optim_t 0.512] [lr 0.000149] [CE 2.995 (2.999)] [KD 0.000 (0.000)] +2024-10-13 18:04:25,821 - Train: 87.21% [327300/375300] [261.6/300.0] [batch_t 0.240 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.000148] [CE 2.816 (3.030)] [KD 0.000 (0.000)] +2024-10-13 18:04:38,022 - Train: 87.22% [327350/375300] [261.7/300.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000148] [CE 3.096 (2.991)] [KD 0.000 (0.000)] +2024-10-13 18:04:50,354 - Train: 87.24% [327400/375300] [261.7/300.0] [batch_t 0.256 (0.247)] [data_t 0.009] [optim_t 0.247] [lr 0.000148] [CE 3.006 (3.050)] [KD 0.000 (0.000)] +2024-10-13 18:05:02,350 - Train: 87.25% [327450/375300] [261.8/300.0] [batch_t 0.267 (0.240)] [data_t 0.009] [optim_t 0.258] [lr 0.000148] [CE 3.087 (2.956)] [KD 0.000 (0.000)] +2024-10-13 18:05:14,601 - Train: 87.26% [327500/375300] [261.8/300.0] [batch_t 0.213 (0.245)] [data_t 0.009] [optim_t 0.204] [lr 0.000147] [CE 3.120 (3.010)] [KD 0.000 (0.000)] +2024-10-13 18:05:26,828 - Train: 87.28% [327550/375300] [261.8/300.0] [batch_t 0.283 (0.244)] [data_t 0.009] [optim_t 0.274] [lr 0.000147] [CE 2.859 (2.982)] [KD 0.000 (0.000)] +2024-10-13 18:05:39,114 - Train: 87.29% [327600/375300] [261.9/300.0] [batch_t 0.263 (0.246)] [data_t 0.009] [optim_t 0.254] [lr 0.000147] [CE 2.861 (3.031)] [KD 0.000 (0.000)] +2024-10-13 18:05:51,297 - Train: 87.30% [327650/375300] [261.9/300.0] [batch_t 0.189 (0.244)] [data_t 0.009] [optim_t 0.181] [lr 0.000147] [CE 2.999 (2.971)] [KD 0.000 (0.000)] +2024-10-13 18:06:03,312 - Train: 87.32% [327700/375300] [262.0/300.0] [batch_t 0.246 (0.240)] [data_t 0.009] [optim_t 0.238] [lr 0.000146] [CE 3.292 (2.997)] [KD 0.000 (0.000)] +2024-10-13 18:06:15,307 - Train: 87.33% [327750/375300] [262.0/300.0] [batch_t 0.246 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.000146] [CE 2.846 (2.977)] [KD 0.000 (0.000)] +2024-10-13 18:06:30,065 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40185] [top5_cnt 47730] [top_all 50000] +2024-10-13 18:06:30,066 - net: 80.370 (95.460) +2024-10-13 18:06:42,353 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40721] [top5_cnt 47921] [top_all 50000] +2024-10-13 18:06:42,353 - net_E: 81.442 (95.842) +2024-10-13 18:06:42,483 - Max [top1: 80.486 (epoch: 261)] [top1-ema: 81.442 (epoch: 262)] +2024-10-13 18:06:42,484 - ==> Total time: 22:33:09 Eta: 3:16:15 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:06:55,534 - Train: 87.34% [327800/375300] [262.0/300.0] [batch_t 0.192 (0.231)] [data_t 0.009] [optim_t 0.183] [lr 0.000146] [CE 3.206 (3.056)] [KD 0.000 (0.000)] +2024-10-13 18:07:07,866 - Train: 87.36% [327850/375300] [262.1/300.0] [batch_t 0.191 (0.247)] [data_t 0.009] [optim_t 0.183] [lr 0.000146] [CE 2.764 (2.962)] [KD 0.000 (0.000)] +2024-10-13 18:07:19,977 - Train: 87.37% [327900/375300] [262.1/300.0] [batch_t 0.189 (0.242)] [data_t 0.009] [optim_t 0.180] [lr 0.000145] [CE 3.024 (2.992)] [KD 0.000 (0.000)] +2024-10-13 18:07:31,891 - Train: 87.38% [327950/375300] [262.2/300.0] [batch_t 0.256 (0.238)] [data_t 0.009] [optim_t 0.247] [lr 0.000145] [CE 3.464 (3.004)] [KD 0.000 (0.000)] +2024-10-13 18:07:44,065 - Train: 87.40% [328000/375300] [262.2/300.0] [batch_t 0.185 (0.243)] [data_t 0.009] [optim_t 0.176] [lr 0.000145] [CE 3.006 (3.023)] [KD 0.000 (0.000)] +2024-10-13 18:07:56,014 - Train: 87.41% [328050/375300] [262.2/300.0] [batch_t 0.188 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.000145] [CE 3.285 (3.017)] [KD 0.000 (0.000)] +2024-10-13 18:08:08,053 - Train: 87.42% [328100/375300] [262.3/300.0] [batch_t 0.259 (0.241)] [data_t 0.009] [optim_t 0.250] [lr 0.000144] [CE 3.049 (3.052)] [KD 0.000 (0.000)] +2024-10-13 18:08:20,212 - Train: 87.44% [328150/375300] [262.3/300.0] [batch_t 0.245 (0.243)] [data_t 0.009] [optim_t 0.236] [lr 0.000144] [CE 3.037 (3.028)] [KD 0.000 (0.000)] +2024-10-13 18:08:32,168 - Train: 87.45% [328200/375300] [262.4/300.0] [batch_t 0.219 (0.239)] [data_t 0.009] [optim_t 0.210] [lr 0.000144] [CE 2.722 (3.013)] [KD 0.000 (0.000)] +2024-10-13 18:08:44,462 - Train: 87.46% [328250/375300] [262.4/300.0] [batch_t 0.215 (0.246)] [data_t 0.009] [optim_t 0.206] [lr 0.000144] [CE 2.966 (2.967)] [KD 0.000 (0.000)] +2024-10-13 18:08:56,505 - Train: 87.48% [328300/375300] [262.4/300.0] [batch_t 0.201 (0.241)] [data_t 0.009] [optim_t 0.192] [lr 0.000143] [CE 2.856 (3.028)] [KD 0.000 (0.000)] +2024-10-13 18:09:08,502 - Train: 87.49% [328350/375300] [262.5/300.0] [batch_t 0.255 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.000143] [CE 3.287 (2.962)] [KD 0.000 (0.000)] +2024-10-13 18:09:20,891 - Train: 87.50% [328400/375300] [262.5/300.0] [batch_t 0.254 (0.248)] [data_t 0.009] [optim_t 0.245] [lr 0.000143] [CE 2.892 (3.022)] [KD 0.000 (0.000)] +2024-10-13 18:09:33,118 - Train: 87.52% [328450/375300] [262.5/300.0] [batch_t 0.211 (0.244)] [data_t 0.009] [optim_t 0.202] [lr 0.000143] [CE 2.997 (2.983)] [KD 0.000 (0.000)] +2024-10-13 18:09:45,529 - Train: 87.53% [328500/375300] [262.6/300.0] [batch_t 0.262 (0.248)] [data_t 0.009] [optim_t 0.253] [lr 0.000143] [CE 2.768 (2.975)] [KD 0.000 (0.000)] +2024-10-13 18:09:57,675 - Train: 87.54% [328550/375300] [262.6/300.0] [batch_t 0.203 (0.243)] [data_t 0.009] [optim_t 0.194] [lr 0.000142] [CE 3.070 (3.004)] [KD 0.000 (0.000)] +2024-10-13 18:10:09,668 - Train: 87.56% [328600/375300] [262.7/300.0] [batch_t 0.240 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000142] [CE 3.196 (3.008)] [KD 0.000 (0.000)] +2024-10-13 18:10:21,696 - Train: 87.57% [328650/375300] [262.7/300.0] [batch_t 0.294 (0.240)] [data_t 0.009] [optim_t 0.285] [lr 0.000142] [CE 3.191 (2.991)] [KD 0.000 (0.000)] +2024-10-13 18:10:33,802 - Train: 87.58% [328700/375300] [262.7/300.0] [batch_t 0.278 (0.242)] [data_t 0.009] [optim_t 0.269] [lr 0.000142] [CE 3.182 (2.992)] [KD 0.000 (0.000)] +2024-10-13 18:10:45,700 - Train: 87.60% [328750/375300] [262.8/300.0] [batch_t 0.290 (0.238)] [data_t 0.009] [optim_t 0.281] [lr 0.000141] [CE 2.792 (3.043)] [KD 0.000 (0.000)] +2024-10-13 18:10:57,813 - Train: 87.61% [328800/375300] [262.8/300.0] [batch_t 0.235 (0.242)] [data_t 0.062] [optim_t 0.173] [lr 0.000141] [CE 2.915 (2.964)] [KD 0.000 (0.000)] +2024-10-13 18:11:10,301 - Train: 87.62% [328850/375300] [262.9/300.0] [batch_t 0.187 (0.250)] [data_t 0.009] [optim_t 0.178] [lr 0.000141] [CE 3.260 (3.002)] [KD 0.000 (0.000)] +2024-10-13 18:11:22,571 - Train: 87.64% [328900/375300] [262.9/300.0] [batch_t 0.268 (0.245)] [data_t 0.089] [optim_t 0.179] [lr 0.000141] [CE 3.028 (3.029)] [KD 0.000 (0.000)] +2024-10-13 18:11:34,953 - Train: 87.65% [328950/375300] [262.9/300.0] [batch_t 0.190 (0.248)] [data_t 0.011] [optim_t 0.179] [lr 0.000140] [CE 3.314 (3.051)] [KD 0.000 (0.000)] +2024-10-13 18:11:46,763 - Train: 87.66% [329000/375300] [263.0/300.0] [batch_t 0.241 (0.236)] [data_t 0.009] [optim_t 0.232] [lr 0.000140] [CE 2.851 (2.995)] [KD 0.000 (0.000)] +2024-10-13 18:12:01,616 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40278] [top5_cnt 47728] [top_all 50000] +2024-10-13 18:12:01,617 - net: 80.556 (95.456) +2024-10-13 18:12:14,123 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40699] [top5_cnt 47916] [top_all 50000] +2024-10-13 18:12:14,123 - net_E: 81.398 (95.832) +2024-10-13 18:12:14,251 - Max [top1: 80.556 (epoch: 263)] [top1-ema: 81.442 (epoch: 262)] +2024-10-13 18:12:14,252 - ==> Total time: 22:38:41 Eta: 3:11:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:12:27,131 - Train: 87.68% [329050/375300] [263.0/300.0] [batch_t 0.187 (0.232)] [data_t 0.009] [optim_t 0.178] [lr 0.000140] [CE 3.287 (2.972)] [KD 0.000 (0.000)] +2024-10-13 18:12:38,903 - Train: 87.69% [329100/375300] [263.1/300.0] [batch_t 0.255 (0.235)] [data_t 0.009] [optim_t 0.246] [lr 0.000140] [CE 3.411 (3.015)] [KD 0.000 (0.000)] +2024-10-13 18:12:50,982 - Train: 87.70% [329150/375300] [263.1/300.0] [batch_t 0.217 (0.241)] [data_t 0.009] [optim_t 0.208] [lr 0.000139] [CE 3.024 (2.996)] [KD 0.000 (0.000)] +2024-10-13 18:13:03,226 - Train: 87.72% [329200/375300] [263.1/300.0] [batch_t 0.511 (0.245)] [data_t 0.009] [optim_t 0.502] [lr 0.000139] [CE 2.871 (3.039)] [KD 0.000 (0.000)] +2024-10-13 18:13:15,074 - Train: 87.73% [329250/375300] [263.2/300.0] [batch_t 0.241 (0.237)] [data_t 0.009] [optim_t 0.232] [lr 0.000139] [CE 2.981 (2.976)] [KD 0.000 (0.000)] +2024-10-13 18:13:26,844 - Train: 87.74% [329300/375300] [263.2/300.0] [batch_t 0.211 (0.235)] [data_t 0.009] [optim_t 0.202] [lr 0.000139] [CE 2.988 (3.016)] [KD 0.000 (0.000)] +2024-10-13 18:13:38,770 - Train: 87.76% [329350/375300] [263.3/300.0] [batch_t 0.205 (0.238)] [data_t 0.009] [optim_t 0.196] [lr 0.000139] [CE 3.023 (3.001)] [KD 0.000 (0.000)] +2024-10-13 18:13:50,695 - Train: 87.77% [329400/375300] [263.3/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.000138] [CE 2.893 (2.987)] [KD 0.000 (0.000)] +2024-10-13 18:14:02,386 - Train: 87.78% [329450/375300] [263.3/300.0] [batch_t 0.201 (0.234)] [data_t 0.009] [optim_t 0.192] [lr 0.000138] [CE 3.011 (2.979)] [KD 0.000 (0.000)] +2024-10-13 18:14:14,432 - Train: 87.80% [329500/375300] [263.4/300.0] [batch_t 0.232 (0.241)] [data_t 0.009] [optim_t 0.223] [lr 0.000138] [CE 3.000 (2.987)] [KD 0.000 (0.000)] +2024-10-13 18:14:26,421 - Train: 87.81% [329550/375300] [263.4/300.0] [batch_t 0.290 (0.240)] [data_t 0.009] [optim_t 0.281] [lr 0.000138] [CE 2.821 (3.009)] [KD 0.000 (0.000)] +2024-10-13 18:14:38,452 - Train: 87.82% [329600/375300] [263.5/300.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000137] [CE 2.579 (2.984)] [KD 0.000 (0.000)] +2024-10-13 18:14:50,408 - Train: 87.84% [329650/375300] [263.5/300.0] [batch_t 0.273 (0.239)] [data_t 0.009] [optim_t 0.264] [lr 0.000137] [CE 2.455 (2.966)] [KD 0.000 (0.000)] +2024-10-13 18:15:02,431 - Train: 87.85% [329700/375300] [263.5/300.0] [batch_t 0.278 (0.240)] [data_t 0.009] [optim_t 0.269] [lr 0.000137] [CE 3.244 (2.958)] [KD 0.000 (0.000)] +2024-10-13 18:15:14,393 - Train: 87.86% [329750/375300] [263.6/300.0] [batch_t 0.240 (0.239)] [data_t 0.009] [optim_t 0.231] [lr 0.000137] [CE 3.092 (3.011)] [KD 0.000 (0.000)] +2024-10-13 18:15:26,436 - Train: 87.88% [329800/375300] [263.6/300.0] [batch_t 0.192 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.000136] [CE 3.057 (3.026)] [KD 0.000 (0.000)] +2024-10-13 18:15:38,352 - Train: 87.89% [329850/375300] [263.7/300.0] [batch_t 0.276 (0.238)] [data_t 0.009] [optim_t 0.267] [lr 0.000136] [CE 3.106 (3.019)] [KD 0.000 (0.000)] +2024-10-13 18:15:50,353 - Train: 87.90% [329900/375300] [263.7/300.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.231] [lr 0.000136] [CE 3.178 (3.016)] [KD 0.000 (0.000)] +2024-10-13 18:16:02,628 - Train: 87.92% [329950/375300] [263.7/300.0] [batch_t 0.220 (0.245)] [data_t 0.009] [optim_t 0.211] [lr 0.000136] [CE 3.326 (3.022)] [KD 0.000 (0.000)] +2024-10-13 18:16:14,321 - Train: 87.93% [330000/375300] [263.8/300.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000135] [CE 2.992 (3.041)] [KD 0.000 (0.000)] +2024-10-13 18:16:26,078 - Train: 87.94% [330050/375300] [263.8/300.0] [batch_t 0.186 (0.235)] [data_t 0.009] [optim_t 0.177] [lr 0.000135] [CE 2.885 (2.987)] [KD 0.000 (0.000)] +2024-10-13 18:16:37,834 - Train: 87.96% [330100/375300] [263.9/300.0] [batch_t 0.284 (0.235)] [data_t 0.009] [optim_t 0.275] [lr 0.000135] [CE 3.068 (3.036)] [KD 0.000 (0.000)] +2024-10-13 18:16:49,698 - Train: 87.97% [330150/375300] [263.9/300.0] [batch_t 0.197 (0.237)] [data_t 0.009] [optim_t 0.188] [lr 0.000135] [CE 3.025 (2.999)] [KD 0.000 (0.000)] +2024-10-13 18:17:01,501 - Train: 87.98% [330200/375300] [263.9/300.0] [batch_t 0.205 (0.236)] [data_t 0.009] [optim_t 0.196] [lr 0.000135] [CE 3.007 (3.027)] [KD 0.000 (0.000)] +2024-10-13 18:17:13,248 - Train: 88.00% [330250/375300] [264.0/300.0] [batch_t 0.192 (0.235)] [data_t 0.009] [optim_t 0.183] [lr 0.000134] [CE 3.243 (3.024)] [KD 0.000 (0.000)] +2024-10-13 18:17:28,210 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40320] [top5_cnt 47775] [top_all 50000] +2024-10-13 18:17:28,211 - net: 80.640 (95.550) +2024-10-13 18:17:40,383 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40680] [top5_cnt 47916] [top_all 50000] +2024-10-13 18:17:40,383 - net_E: 81.360 (95.832) +2024-10-13 18:17:40,519 - Max [top1: 80.640 (epoch: 264)] [top1-ema: 81.442 (epoch: 262)] +2024-10-13 18:17:40,519 - ==> Total time: 22:44:07 Eta: 3:06:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:17:54,348 - Train: 88.01% [330300/375300] [264.0/300.0] [batch_t 0.192 (0.237)] [data_t 0.009] [optim_t 0.184] [lr 0.000134] [CE 2.998 (2.982)] [KD 0.000 (0.000)] +2024-10-13 18:18:05,587 - Train: 88.02% [330350/375300] [264.1/300.0] [batch_t 0.259 (0.225)] [data_t 0.009] [optim_t 0.250] [lr 0.000134] [CE 2.756 (3.007)] [KD 0.000 (0.000)] +2024-10-13 18:18:17,511 - Train: 88.04% [330400/375300] [264.1/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.000134] [CE 3.240 (3.058)] [KD 0.000 (0.000)] +2024-10-13 18:18:28,822 - Train: 88.05% [330450/375300] [264.1/300.0] [batch_t 0.232 (0.226)] [data_t 0.009] [optim_t 0.223] [lr 0.000133] [CE 2.867 (3.014)] [KD 0.000 (0.000)] +2024-10-13 18:18:40,763 - Train: 88.06% [330500/375300] [264.2/300.0] [batch_t 0.229 (0.239)] [data_t 0.009] [optim_t 0.220] [lr 0.000133] [CE 2.889 (2.995)] [KD 0.000 (0.000)] +2024-10-13 18:18:52,402 - Train: 88.08% [330550/375300] [264.2/300.0] [batch_t 0.202 (0.233)] [data_t 0.009] [optim_t 0.194] [lr 0.000133] [CE 3.230 (2.984)] [KD 0.000 (0.000)] +2024-10-13 18:19:04,040 - Train: 88.09% [330600/375300] [264.3/300.0] [batch_t 0.191 (0.233)] [data_t 0.009] [optim_t 0.182] [lr 0.000133] [CE 3.218 (2.992)] [KD 0.000 (0.000)] +2024-10-13 18:19:15,618 - Train: 88.10% [330650/375300] [264.3/300.0] [batch_t 0.221 (0.231)] [data_t 0.043] [optim_t 0.179] [lr 0.000133] [CE 3.185 (2.994)] [KD 0.000 (0.000)] +2024-10-13 18:19:27,600 - Train: 88.12% [330700/375300] [264.3/300.0] [batch_t 0.191 (0.240)] [data_t 0.009] [optim_t 0.182] [lr 0.000132] [CE 3.037 (2.990)] [KD 0.000 (0.000)] +2024-10-13 18:19:39,585 - Train: 88.13% [330750/375300] [264.4/300.0] [batch_t 0.228 (0.240)] [data_t 0.052] [optim_t 0.176] [lr 0.000132] [CE 2.949 (3.009)] [KD 0.000 (0.000)] +2024-10-13 18:19:51,686 - Train: 88.14% [330800/375300] [264.4/300.0] [batch_t 0.334 (0.242)] [data_t 0.072] [optim_t 0.262] [lr 0.000132] [CE 3.103 (3.003)] [KD 0.000 (0.000)] +2024-10-13 18:20:03,910 - Train: 88.16% [330850/375300] [264.5/300.0] [batch_t 0.197 (0.244)] [data_t 0.009] [optim_t 0.188] [lr 0.000132] [CE 3.338 (3.007)] [KD 0.000 (0.000)] +2024-10-13 18:20:15,963 - Train: 88.17% [330900/375300] [264.5/300.0] [batch_t 0.258 (0.241)] [data_t 0.080] [optim_t 0.178] [lr 0.000131] [CE 3.211 (3.011)] [KD 0.000 (0.000)] +2024-10-13 18:20:28,042 - Train: 88.18% [330950/375300] [264.5/300.0] [batch_t 0.262 (0.241)] [data_t 0.085] [optim_t 0.177] [lr 0.000131] [CE 2.875 (2.958)] [KD 0.000 (0.000)] +2024-10-13 18:20:40,318 - Train: 88.20% [331000/375300] [264.6/300.0] [batch_t 0.199 (0.245)] [data_t 0.023] [optim_t 0.176] [lr 0.000131] [CE 2.932 (3.004)] [KD 0.000 (0.000)] +2024-10-13 18:20:52,548 - Train: 88.21% [331050/375300] [264.6/300.0] [batch_t 0.259 (0.244)] [data_t 0.083] [optim_t 0.176] [lr 0.000131] [CE 3.067 (3.007)] [KD 0.000 (0.000)] +2024-10-13 18:21:04,851 - Train: 88.22% [331100/375300] [264.7/300.0] [batch_t 0.353 (0.246)] [data_t 0.177] [optim_t 0.177] [lr 0.000130] [CE 3.174 (3.030)] [KD 0.000 (0.000)] +2024-10-13 18:21:16,774 - Train: 88.24% [331150/375300] [264.7/300.0] [batch_t 0.258 (0.238)] [data_t 0.073] [optim_t 0.185] [lr 0.000130] [CE 2.512 (3.014)] [KD 0.000 (0.000)] +2024-10-13 18:21:28,908 - Train: 88.25% [331200/375300] [264.7/300.0] [batch_t 0.260 (0.243)] [data_t 0.082] [optim_t 0.178] [lr 0.000130] [CE 2.825 (2.976)] [KD 0.000 (0.000)] +2024-10-13 18:21:40,994 - Train: 88.26% [331250/375300] [264.8/300.0] [batch_t 0.215 (0.242)] [data_t 0.034] [optim_t 0.181] [lr 0.000130] [CE 2.901 (3.000)] [KD 0.000 (0.000)] +2024-10-13 18:21:53,196 - Train: 88.28% [331300/375300] [264.8/300.0] [batch_t 0.246 (0.244)] [data_t 0.068] [optim_t 0.178] [lr 0.000130] [CE 3.031 (3.008)] [KD 0.000 (0.000)] +2024-10-13 18:22:05,556 - Train: 88.29% [331350/375300] [264.9/300.0] [batch_t 0.216 (0.247)] [data_t 0.039] [optim_t 0.177] [lr 0.000129] [CE 2.993 (2.989)] [KD 0.000 (0.000)] +2024-10-13 18:22:17,777 - Train: 88.30% [331400/375300] [264.9/300.0] [batch_t 0.233 (0.244)] [data_t 0.055] [optim_t 0.178] [lr 0.000129] [CE 3.107 (2.994)] [KD 0.000 (0.000)] +2024-10-13 18:22:29,973 - Train: 88.32% [331450/375300] [264.9/300.0] [batch_t 0.244 (0.244)] [data_t 0.071] [optim_t 0.173] [lr 0.000129] [CE 3.051 (2.999)] [KD 0.000 (0.000)] +2024-10-13 18:22:42,154 - Train: 88.33% [331500/375300] [265.0/300.0] [batch_t 0.282 (0.244)] [data_t 0.103] [optim_t 0.178] [lr 0.000129] [CE 2.928 (3.009)] [KD 0.000 (0.000)] +2024-10-13 18:22:57,577 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40332] [top5_cnt 47779] [top_all 50000] +2024-10-13 18:22:57,577 - net: 80.664 (95.558) +2024-10-13 18:23:09,739 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40684] [top5_cnt 47912] [top_all 50000] +2024-10-13 18:23:09,739 - net_E: 81.368 (95.824) +2024-10-13 18:23:09,873 - Max [top1: 80.664 (epoch: 265)] [top1-ema: 81.442 (epoch: 262)] +2024-10-13 18:23:09,874 - ==> Total time: 22:49:36 Eta: 3:00:53 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:23:22,758 - Train: 88.34% [331550/375300] [265.0/300.0] [batch_t 0.186 (0.249)] [data_t 0.009] [optim_t 0.177] [lr 0.000128] [CE 2.896 (2.986)] [KD 0.000 (0.000)] +2024-10-13 18:23:34,702 - Train: 88.36% [331600/375300] [265.1/300.0] [batch_t 0.187 (0.239)] [data_t 0.009] [optim_t 0.178] [lr 0.000128] [CE 3.163 (3.027)] [KD 0.000 (0.000)] +2024-10-13 18:23:46,421 - Train: 88.37% [331650/375300] [265.1/300.0] [batch_t 0.193 (0.234)] [data_t 0.009] [optim_t 0.184] [lr 0.000128] [CE 2.984 (3.012)] [KD 0.000 (0.000)] +2024-10-13 18:23:58,467 - Train: 88.38% [331700/375300] [265.1/300.0] [batch_t 0.268 (0.241)] [data_t 0.009] [optim_t 0.259] [lr 0.000128] [CE 2.887 (3.019)] [KD 0.000 (0.000)] +2024-10-13 18:24:09,891 - Train: 88.40% [331750/375300] [265.2/300.0] [batch_t 0.222 (0.228)] [data_t 0.009] [optim_t 0.213] [lr 0.000128] [CE 3.499 (3.003)] [KD 0.000 (0.000)] +2024-10-13 18:24:21,681 - Train: 88.41% [331800/375300] [265.2/300.0] [batch_t 0.186 (0.236)] [data_t 0.009] [optim_t 0.177] [lr 0.000127] [CE 2.757 (2.981)] [KD 0.000 (0.000)] +2024-10-13 18:24:33,108 - Train: 88.42% [331850/375300] [265.3/300.0] [batch_t 0.194 (0.228)] [data_t 0.009] [optim_t 0.185] [lr 0.000127] [CE 2.662 (2.980)] [KD 0.000 (0.000)] +2024-10-13 18:24:44,895 - Train: 88.44% [331900/375300] [265.3/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.179] [lr 0.000127] [CE 3.034 (3.007)] [KD 0.000 (0.000)] +2024-10-13 18:24:56,222 - Train: 88.45% [331950/375300] [265.3/300.0] [batch_t 0.247 (0.226)] [data_t 0.009] [optim_t 0.238] [lr 0.000127] [CE 3.046 (3.009)] [KD 0.000 (0.000)] +2024-10-13 18:25:08,172 - Train: 88.46% [332000/375300] [265.4/300.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000126] [CE 2.894 (2.927)] [KD 0.000 (0.000)] +2024-10-13 18:25:20,304 - Train: 88.48% [332050/375300] [265.4/300.0] [batch_t 0.311 (0.243)] [data_t 0.009] [optim_t 0.302] [lr 0.000126] [CE 3.090 (2.982)] [KD 0.000 (0.000)] +2024-10-13 18:25:32,397 - Train: 88.49% [332100/375300] [265.5/300.0] [batch_t 0.228 (0.242)] [data_t 0.009] [optim_t 0.219] [lr 0.000126] [CE 3.088 (2.974)] [KD 0.000 (0.000)] +2024-10-13 18:25:44,638 - Train: 88.50% [332150/375300] [265.5/300.0] [batch_t 0.237 (0.245)] [data_t 0.009] [optim_t 0.228] [lr 0.000126] [CE 2.975 (2.980)] [KD 0.000 (0.000)] +2024-10-13 18:25:56,713 - Train: 88.52% [332200/375300] [265.5/300.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000126] [CE 2.990 (3.029)] [KD 0.000 (0.000)] +2024-10-13 18:26:08,728 - Train: 88.53% [332250/375300] [265.6/300.0] [batch_t 0.251 (0.240)] [data_t 0.009] [optim_t 0.242] [lr 0.000125] [CE 3.346 (2.990)] [KD 0.000 (0.000)] +2024-10-13 18:26:20,925 - Train: 88.54% [332300/375300] [265.6/300.0] [batch_t 0.220 (0.244)] [data_t 0.009] [optim_t 0.211] [lr 0.000125] [CE 3.237 (2.986)] [KD 0.000 (0.000)] +2024-10-13 18:26:33,179 - Train: 88.56% [332350/375300] [265.7/300.0] [batch_t 0.228 (0.245)] [data_t 0.009] [optim_t 0.219] [lr 0.000125] [CE 3.040 (2.972)] [KD 0.000 (0.000)] +2024-10-13 18:26:45,206 - Train: 88.57% [332400/375300] [265.7/300.0] [batch_t 0.183 (0.240)] [data_t 0.009] [optim_t 0.174] [lr 0.000125] [CE 3.222 (2.990)] [KD 0.000 (0.000)] +2024-10-13 18:26:57,035 - Train: 88.58% [332450/375300] [265.7/300.0] [batch_t 0.283 (0.236)] [data_t 0.009] [optim_t 0.274] [lr 0.000125] [CE 2.876 (2.987)] [KD 0.000 (0.000)] +2024-10-13 18:27:09,329 - Train: 88.60% [332500/375300] [265.8/300.0] [batch_t 0.186 (0.246)] [data_t 0.009] [optim_t 0.177] [lr 0.000124] [CE 3.346 (3.014)] [KD 0.000 (0.000)] +2024-10-13 18:27:21,108 - Train: 88.61% [332550/375300] [265.8/300.0] [batch_t 0.231 (0.235)] [data_t 0.009] [optim_t 0.222] [lr 0.000124] [CE 2.797 (2.979)] [KD 0.000 (0.000)] +2024-10-13 18:27:33,381 - Train: 88.62% [332600/375300] [265.9/300.0] [batch_t 0.249 (0.245)] [data_t 0.009] [optim_t 0.240] [lr 0.000124] [CE 3.168 (2.982)] [KD 0.000 (0.000)] +2024-10-13 18:27:45,795 - Train: 88.64% [332650/375300] [265.9/300.0] [batch_t 0.272 (0.248)] [data_t 0.009] [optim_t 0.263] [lr 0.000124] [CE 2.870 (2.975)] [KD 0.000 (0.000)] +2024-10-13 18:27:58,438 - Train: 88.65% [332700/375300] [265.9/300.0] [batch_t 0.287 (0.253)] [data_t 0.009] [optim_t 0.278] [lr 0.000123] [CE 3.131 (3.016)] [KD 0.000 (0.000)] +2024-10-13 18:28:10,989 - Train: 88.66% [332750/375300] [266.0/300.0] [batch_t 0.229 (0.251)] [data_t 0.009] [optim_t 0.220] [lr 0.000123] [CE 3.117 (2.979)] [KD 0.000 (0.000)] +2024-10-13 18:28:26,271 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40361] [top5_cnt 47703] [top_all 50000] +2024-10-13 18:28:26,272 - net: 80.722 (95.406) +2024-10-13 18:28:38,714 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40689] [top5_cnt 47931] [top_all 50000] +2024-10-13 18:28:38,715 - net_E: 81.378 (95.862) +2024-10-13 18:28:38,845 - Max [top1: 80.722 (epoch: 266)] [top1-ema: 81.442 (epoch: 262)] +2024-10-13 18:28:38,845 - ==> Total time: 22:55:05 Eta: 2:55:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:28:51,375 - Train: 88.68% [332800/375300] [266.0/300.0] [batch_t 0.493 (0.249)] [data_t 0.316] [optim_t 0.177] [lr 0.000123] [CE 3.207 (3.066)] [KD 0.000 (0.000)] +2024-10-13 18:29:03,560 - Train: 88.69% [332850/375300] [266.1/300.0] [batch_t 0.301 (0.244)] [data_t 0.009] [optim_t 0.292] [lr 0.000123] [CE 3.010 (3.022)] [KD 0.000 (0.000)] +2024-10-13 18:29:15,670 - Train: 88.70% [332900/375300] [266.1/300.0] [batch_t 0.248 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.000123] [CE 2.812 (3.001)] [KD 0.000 (0.000)] +2024-10-13 18:29:27,654 - Train: 88.72% [332950/375300] [266.1/300.0] [batch_t 0.189 (0.240)] [data_t 0.009] [optim_t 0.180] [lr 0.000122] [CE 2.985 (2.979)] [KD 0.000 (0.000)] +2024-10-13 18:29:39,848 - Train: 88.73% [333000/375300] [266.2/300.0] [batch_t 0.211 (0.244)] [data_t 0.009] [optim_t 0.203] [lr 0.000122] [CE 3.092 (2.969)] [KD 0.000 (0.000)] +2024-10-13 18:29:52,090 - Train: 88.74% [333050/375300] [266.2/300.0] [batch_t 0.257 (0.245)] [data_t 0.009] [optim_t 0.248] [lr 0.000122] [CE 3.204 (3.008)] [KD 0.000 (0.000)] +2024-10-13 18:30:04,129 - Train: 88.76% [333100/375300] [266.3/300.0] [batch_t 0.255 (0.241)] [data_t 0.009] [optim_t 0.246] [lr 0.000122] [CE 2.909 (2.994)] [KD 0.000 (0.000)] +2024-10-13 18:30:16,213 - Train: 88.77% [333150/375300] [266.3/300.0] [batch_t 0.200 (0.242)] [data_t 0.009] [optim_t 0.191] [lr 0.000121] [CE 3.037 (2.995)] [KD 0.000 (0.000)] +2024-10-13 18:30:27,842 - Train: 88.78% [333200/375300] [266.3/300.0] [batch_t 0.221 (0.232)] [data_t 0.009] [optim_t 0.212] [lr 0.000121] [CE 3.151 (2.943)] [KD 0.000 (0.000)] +2024-10-13 18:30:39,523 - Train: 88.80% [333250/375300] [266.4/300.0] [batch_t 0.206 (0.234)] [data_t 0.009] [optim_t 0.197] [lr 0.000121] [CE 3.136 (2.981)] [KD 0.000 (0.000)] +2024-10-13 18:30:51,237 - Train: 88.81% [333300/375300] [266.4/300.0] [batch_t 0.240 (0.234)] [data_t 0.009] [optim_t 0.231] [lr 0.000121] [CE 2.792 (3.039)] [KD 0.000 (0.000)] +2024-10-13 18:31:03,027 - Train: 88.82% [333350/375300] [266.5/300.0] [batch_t 0.234 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000121] [CE 2.879 (3.024)] [KD 0.000 (0.000)] +2024-10-13 18:31:14,848 - Train: 88.84% [333400/375300] [266.5/300.0] [batch_t 0.288 (0.236)] [data_t 0.009] [optim_t 0.279] [lr 0.000120] [CE 3.282 (2.971)] [KD 0.000 (0.000)] +2024-10-13 18:31:27,159 - Train: 88.85% [333450/375300] [266.5/300.0] [batch_t 0.258 (0.246)] [data_t 0.009] [optim_t 0.249] [lr 0.000120] [CE 3.026 (2.982)] [KD 0.000 (0.000)] +2024-10-13 18:31:39,119 - Train: 88.86% [333500/375300] [266.6/300.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000120] [CE 3.251 (2.990)] [KD 0.000 (0.000)] +2024-10-13 18:31:50,763 - Train: 88.88% [333550/375300] [266.6/300.0] [batch_t 0.255 (0.233)] [data_t 0.009] [optim_t 0.246] [lr 0.000120] [CE 3.026 (3.000)] [KD 0.000 (0.000)] +2024-10-13 18:32:02,725 - Train: 88.89% [333600/375300] [266.7/300.0] [batch_t 0.255 (0.239)] [data_t 0.009] [optim_t 0.247] [lr 0.000120] [CE 3.218 (3.020)] [KD 0.000 (0.000)] +2024-10-13 18:32:15,042 - Train: 88.90% [333650/375300] [266.7/300.0] [batch_t 0.287 (0.246)] [data_t 0.009] [optim_t 0.277] [lr 0.000119] [CE 3.052 (2.966)] [KD 0.000 (0.000)] +2024-10-13 18:32:27,138 - Train: 88.92% [333700/375300] [266.7/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.000119] [CE 2.843 (2.973)] [KD 0.000 (0.000)] +2024-10-13 18:32:39,042 - Train: 88.93% [333750/375300] [266.8/300.0] [batch_t 0.201 (0.238)] [data_t 0.009] [optim_t 0.192] [lr 0.000119] [CE 2.931 (2.985)] [KD 0.000 (0.000)] +2024-10-13 18:32:51,182 - Train: 88.94% [333800/375300] [266.8/300.0] [batch_t 0.261 (0.243)] [data_t 0.009] [optim_t 0.252] [lr 0.000119] [CE 3.342 (2.989)] [KD 0.000 (0.000)] +2024-10-13 18:33:03,193 - Train: 88.96% [333850/375300] [266.9/300.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.000119] [CE 3.087 (2.996)] [KD 0.000 (0.000)] +2024-10-13 18:33:15,463 - Train: 88.97% [333900/375300] [266.9/300.0] [batch_t 0.263 (0.245)] [data_t 0.009] [optim_t 0.254] [lr 0.000118] [CE 2.697 (2.957)] [KD 0.000 (0.000)] +2024-10-13 18:33:27,770 - Train: 88.98% [333950/375300] [266.9/300.0] [batch_t 0.185 (0.246)] [data_t 0.009] [optim_t 0.176] [lr 0.000118] [CE 3.119 (2.953)] [KD 0.000 (0.000)] +2024-10-13 18:33:39,657 - Train: 89.00% [334000/375300] [267.0/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.000118] [CE 2.946 (3.002)] [KD 0.000 (0.000)] +2024-10-13 18:33:55,855 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 40319] [top5_cnt 47744] [top_all 50000] +2024-10-13 18:33:55,855 - net: 80.638 (95.488) +2024-10-13 18:34:08,191 - Test (net_E): 100.00% [50/50] [batch_t 0.191 (0.240)] [top1_cnt 40702] [top5_cnt 47921] [top_all 50000] +2024-10-13 18:34:08,192 - net_E: 81.404 (95.842) +2024-10-13 18:34:08,341 - Max [top1: 80.722 (epoch: 266)] [top1-ema: 81.442 (epoch: 262)] +2024-10-13 18:34:08,342 - ==> Total time: 23:00:35 Eta: 2:50:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:34:18,706 - Train: 89.01% [334050/375300] [267.0/300.0] [batch_t 0.183 (0.271)] [data_t 0.009] [optim_t 0.174] [lr 0.000118] [CE 2.958 (2.895)] [KD 0.000 (0.000)] +2024-10-13 18:34:30,045 - Train: 89.02% [334100/375300] [267.1/300.0] [batch_t 0.185 (0.227)] [data_t 0.009] [optim_t 0.176] [lr 0.000117] [CE 2.819 (3.002)] [KD 0.000 (0.000)] +2024-10-13 18:34:42,075 - Train: 89.04% [334150/375300] [267.1/300.0] [batch_t 0.389 (0.240)] [data_t 0.009] [optim_t 0.380] [lr 0.000117] [CE 3.006 (2.990)] [KD 0.000 (0.000)] +2024-10-13 18:34:53,487 - Train: 89.05% [334200/375300] [267.1/300.0] [batch_t 0.188 (0.228)] [data_t 0.009] [optim_t 0.179] [lr 0.000117] [CE 2.925 (2.968)] [KD 0.000 (0.000)] +2024-10-13 18:35:05,232 - Train: 89.06% [334250/375300] [267.2/300.0] [batch_t 0.271 (0.235)] [data_t 0.009] [optim_t 0.262] [lr 0.000117] [CE 3.230 (2.924)] [KD 0.000 (0.000)] +2024-10-13 18:35:17,731 - Train: 89.08% [334300/375300] [267.2/300.0] [batch_t 0.207 (0.250)] [data_t 0.009] [optim_t 0.198] [lr 0.000117] [CE 2.981 (2.962)] [KD 0.000 (0.000)] +2024-10-13 18:35:29,685 - Train: 89.09% [334350/375300] [267.3/300.0] [batch_t 0.242 (0.239)] [data_t 0.009] [optim_t 0.233] [lr 0.000116] [CE 2.886 (2.971)] [KD 0.000 (0.000)] +2024-10-13 18:35:41,465 - Train: 89.10% [334400/375300] [267.3/300.0] [batch_t 0.226 (0.235)] [data_t 0.009] [optim_t 0.217] [lr 0.000116] [CE 3.013 (3.003)] [KD 0.000 (0.000)] +2024-10-13 18:35:53,354 - Train: 89.12% [334450/375300] [267.3/300.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000116] [CE 2.920 (3.008)] [KD 0.000 (0.000)] +2024-10-13 18:36:05,217 - Train: 89.13% [334500/375300] [267.4/300.0] [batch_t 0.190 (0.237)] [data_t 0.009] [optim_t 0.181] [lr 0.000116] [CE 3.013 (2.981)] [KD 0.000 (0.000)] +2024-10-13 18:36:17,040 - Train: 89.14% [334550/375300] [267.4/300.0] [batch_t 0.235 (0.236)] [data_t 0.009] [optim_t 0.225] [lr 0.000116] [CE 3.077 (2.959)] [KD 0.000 (0.000)] +2024-10-13 18:36:28,904 - Train: 89.16% [334600/375300] [267.5/300.0] [batch_t 0.217 (0.237)] [data_t 0.009] [optim_t 0.208] [lr 0.000115] [CE 2.834 (2.984)] [KD 0.000 (0.000)] +2024-10-13 18:36:40,672 - Train: 89.17% [334650/375300] [267.5/300.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.235] [lr 0.000115] [CE 2.608 (2.967)] [KD 0.000 (0.000)] +2024-10-13 18:36:52,397 - Train: 89.18% [334700/375300] [267.5/300.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.217] [lr 0.000115] [CE 3.078 (2.975)] [KD 0.000 (0.000)] +2024-10-13 18:37:04,303 - Train: 89.20% [334750/375300] [267.6/300.0] [batch_t 0.229 (0.238)] [data_t 0.009] [optim_t 0.220] [lr 0.000115] [CE 3.098 (2.961)] [KD 0.000 (0.000)] +2024-10-13 18:37:16,134 - Train: 89.21% [334800/375300] [267.6/300.0] [batch_t 0.187 (0.236)] [data_t 0.009] [optim_t 0.179] [lr 0.000115] [CE 3.069 (2.957)] [KD 0.000 (0.000)] +2024-10-13 18:37:27,811 - Train: 89.22% [334850/375300] [267.7/300.0] [batch_t 0.223 (0.233)] [data_t 0.009] [optim_t 0.214] [lr 0.000114] [CE 3.214 (2.987)] [KD 0.000 (0.000)] +2024-10-13 18:37:39,745 - Train: 89.24% [334900/375300] [267.7/300.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.000114] [CE 2.963 (2.982)] [KD 0.000 (0.000)] +2024-10-13 18:37:51,681 - Train: 89.25% [334950/375300] [267.7/300.0] [batch_t 0.206 (0.239)] [data_t 0.009] [optim_t 0.197] [lr 0.000114] [CE 3.110 (2.996)] [KD 0.000 (0.000)] +2024-10-13 18:38:03,460 - Train: 89.26% [335000/375300] [267.8/300.0] [batch_t 0.248 (0.235)] [data_t 0.009] [optim_t 0.239] [lr 0.000114] [CE 3.090 (3.008)] [KD 0.000 (0.000)] +2024-10-13 18:38:15,098 - Train: 89.28% [335050/375300] [267.8/300.0] [batch_t 0.236 (0.233)] [data_t 0.009] [optim_t 0.227] [lr 0.000113] [CE 2.721 (2.940)] [KD 0.000 (0.000)] +2024-10-13 18:38:26,752 - Train: 89.29% [335100/375300] [267.9/300.0] [batch_t 0.275 (0.233)] [data_t 0.009] [optim_t 0.266] [lr 0.000113] [CE 3.124 (3.002)] [KD 0.000 (0.000)] +2024-10-13 18:38:38,605 - Train: 89.30% [335150/375300] [267.9/300.0] [batch_t 0.191 (0.237)] [data_t 0.009] [optim_t 0.182] [lr 0.000113] [CE 2.964 (2.976)] [KD 0.000 (0.000)] +2024-10-13 18:38:50,509 - Train: 89.32% [335200/375300] [267.9/300.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000113] [CE 2.665 (3.001)] [KD 0.000 (0.000)] +2024-10-13 18:39:02,486 - Train: 89.33% [335250/375300] [268.0/300.0] [batch_t 0.217 (0.239)] [data_t 0.009] [optim_t 0.208] [lr 0.000113] [CE 2.993 (2.931)] [KD 0.000 (0.000)] +2024-10-13 18:39:18,653 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.246)] [top1_cnt 40424] [top5_cnt 47788] [top_all 50000] +2024-10-13 18:39:18,653 - net: 80.848 (95.576) +2024-10-13 18:39:31,012 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40743] [top5_cnt 47921] [top_all 50000] +2024-10-13 18:39:31,013 - net_E: 81.486 (95.842) +2024-10-13 18:39:31,160 - Max [top1: 80.848 (epoch: 268)] [top1-ema: 81.486 (epoch: 268)] +2024-10-13 18:39:31,160 - ==> Total time: 23:05:58 Eta: 2:45:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:39:44,524 - Train: 89.34% [335300/375300] [268.0/300.0] [batch_t 0.191 (0.249)] [data_t 0.009] [optim_t 0.182] [lr 0.000112] [CE 3.083 (2.992)] [KD 0.000 (0.000)] +2024-10-13 18:39:56,973 - Train: 89.36% [335350/375300] [268.1/300.0] [batch_t 0.400 (0.249)] [data_t 0.009] [optim_t 0.391] [lr 0.000112] [CE 2.911 (2.928)] [KD 0.000 (0.000)] +2024-10-13 18:40:09,140 - Train: 89.37% [335400/375300] [268.1/300.0] [batch_t 0.398 (0.243)] [data_t 0.009] [optim_t 0.389] [lr 0.000112] [CE 2.943 (2.939)] [KD 0.000 (0.000)] +2024-10-13 18:40:21,233 - Train: 89.38% [335450/375300] [268.1/300.0] [batch_t 0.244 (0.242)] [data_t 0.009] [optim_t 0.235] [lr 0.000112] [CE 3.019 (2.967)] [KD 0.000 (0.000)] +2024-10-13 18:40:33,556 - Train: 89.40% [335500/375300] [268.2/300.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000112] [CE 2.932 (2.971)] [KD 0.000 (0.000)] +2024-10-13 18:40:45,718 - Train: 89.41% [335550/375300] [268.2/300.0] [batch_t 0.506 (0.243)] [data_t 0.009] [optim_t 0.497] [lr 0.000111] [CE 2.947 (2.972)] [KD 0.000 (0.000)] +2024-10-13 18:40:57,843 - Train: 89.42% [335600/375300] [268.3/300.0] [batch_t 0.229 (0.242)] [data_t 0.009] [optim_t 0.221] [lr 0.000111] [CE 3.039 (2.973)] [KD 0.000 (0.000)] +2024-10-13 18:41:10,126 - Train: 89.44% [335650/375300] [268.3/300.0] [batch_t 0.264 (0.246)] [data_t 0.009] [optim_t 0.255] [lr 0.000111] [CE 3.062 (2.955)] [KD 0.000 (0.000)] +2024-10-13 18:41:22,125 - Train: 89.45% [335700/375300] [268.3/300.0] [batch_t 0.247 (0.240)] [data_t 0.009] [optim_t 0.237] [lr 0.000111] [CE 3.146 (2.995)] [KD 0.000 (0.000)] +2024-10-13 18:41:34,216 - Train: 89.46% [335750/375300] [268.4/300.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000111] [CE 3.126 (2.982)] [KD 0.000 (0.000)] +2024-10-13 18:41:46,204 - Train: 89.48% [335800/375300] [268.4/300.0] [batch_t 0.219 (0.240)] [data_t 0.009] [optim_t 0.210] [lr 0.000110] [CE 2.964 (3.002)] [KD 0.000 (0.000)] +2024-10-13 18:41:58,291 - Train: 89.49% [335850/375300] [268.5/300.0] [batch_t 0.280 (0.242)] [data_t 0.009] [optim_t 0.271] [lr 0.000110] [CE 3.004 (2.982)] [KD 0.000 (0.000)] +2024-10-13 18:42:10,613 - Train: 89.50% [335900/375300] [268.5/300.0] [batch_t 0.267 (0.246)] [data_t 0.009] [optim_t 0.258] [lr 0.000110] [CE 3.154 (3.029)] [KD 0.000 (0.000)] +2024-10-13 18:42:22,888 - Train: 89.52% [335950/375300] [268.5/300.0] [batch_t 0.191 (0.245)] [data_t 0.009] [optim_t 0.182] [lr 0.000110] [CE 2.805 (2.965)] [KD 0.000 (0.000)] +2024-10-13 18:42:34,236 - Train: 89.53% [336000/375300] [268.6/300.0] [batch_t 0.242 (0.227)] [data_t 0.009] [optim_t 0.233] [lr 0.000110] [CE 2.796 (2.986)] [KD 0.000 (0.000)] +2024-10-13 18:42:45,701 - Train: 89.54% [336050/375300] [268.6/300.0] [batch_t 0.247 (0.229)] [data_t 0.009] [optim_t 0.238] [lr 0.000109] [CE 2.894 (2.965)] [KD 0.000 (0.000)] +2024-10-13 18:42:57,188 - Train: 89.56% [336100/375300] [268.7/300.0] [batch_t 0.246 (0.230)] [data_t 0.009] [optim_t 0.238] [lr 0.000109] [CE 2.634 (2.977)] [KD 0.000 (0.000)] +2024-10-13 18:43:08,919 - Train: 89.57% [336150/375300] [268.7/300.0] [batch_t 0.245 (0.234)] [data_t 0.009] [optim_t 0.236] [lr 0.000109] [CE 2.836 (2.992)] [KD 0.000 (0.000)] +2024-10-13 18:43:21,078 - Train: 89.58% [336200/375300] [268.7/300.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.000109] [CE 2.685 (3.004)] [KD 0.000 (0.000)] +2024-10-13 18:43:32,766 - Train: 89.59% [336250/375300] [268.8/300.0] [batch_t 0.192 (0.234)] [data_t 0.009] [optim_t 0.183] [lr 0.000109] [CE 2.924 (2.966)] [KD 0.000 (0.000)] +2024-10-13 18:43:44,414 - Train: 89.61% [336300/375300] [268.8/300.0] [batch_t 0.262 (0.233)] [data_t 0.009] [optim_t 0.253] [lr 0.000108] [CE 2.973 (2.973)] [KD 0.000 (0.000)] +2024-10-13 18:43:56,250 - Train: 89.62% [336350/375300] [268.9/300.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000108] [CE 2.927 (2.962)] [KD 0.000 (0.000)] +2024-10-13 18:44:08,318 - Train: 89.63% [336400/375300] [268.9/300.0] [batch_t 0.190 (0.241)] [data_t 0.009] [optim_t 0.181] [lr 0.000108] [CE 2.932 (2.965)] [KD 0.000 (0.000)] +2024-10-13 18:44:20,310 - Train: 89.65% [336450/375300] [268.9/300.0] [batch_t 0.248 (0.240)] [data_t 0.009] [optim_t 0.239] [lr 0.000108] [CE 2.950 (3.000)] [KD 0.000 (0.000)] +2024-10-13 18:44:32,272 - Train: 89.66% [336500/375300] [269.0/300.0] [batch_t 0.188 (0.239)] [data_t 0.009] [optim_t 0.179] [lr 0.000108] [CE 3.066 (2.988)] [KD 0.000 (0.000)] +2024-10-13 18:44:48,452 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40448] [top5_cnt 47776] [top_all 50000] +2024-10-13 18:44:48,453 - net: 80.896 (95.552) +2024-10-13 18:45:01,053 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 40703] [top5_cnt 47920] [top_all 50000] +2024-10-13 18:45:01,054 - net_E: 81.406 (95.840) +2024-10-13 18:45:01,191 - Max [top1: 80.896 (epoch: 269)] [top1-ema: 81.486 (epoch: 268)] +2024-10-13 18:45:01,191 - ==> Total time: 23:11:28 Eta: 2:40:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:45:15,706 - Train: 89.67% [336550/375300] [269.0/300.0] [batch_t 0.191 (0.252)] [data_t 0.009] [optim_t 0.182] [lr 0.000107] [CE 3.086 (3.015)] [KD 0.000 (0.000)] +2024-10-13 18:45:26,941 - Train: 89.69% [336600/375300] [269.1/300.0] [batch_t 0.400 (0.225)] [data_t 0.009] [optim_t 0.391] [lr 0.000107] [CE 2.861 (2.928)] [KD 0.000 (0.000)] +2024-10-13 18:45:38,434 - Train: 89.70% [336650/375300] [269.1/300.0] [batch_t 0.218 (0.230)] [data_t 0.009] [optim_t 0.209] [lr 0.000107] [CE 2.959 (2.993)] [KD 0.000 (0.000)] +2024-10-13 18:45:49,514 - Train: 89.71% [336700/375300] [269.1/300.0] [batch_t 0.207 (0.222)] [data_t 0.009] [optim_t 0.198] [lr 0.000107] [CE 2.990 (3.016)] [KD 0.000 (0.000)] +2024-10-13 18:46:01,118 - Train: 89.73% [336750/375300] [269.2/300.0] [batch_t 0.449 (0.232)] [data_t 0.009] [optim_t 0.440] [lr 0.000107] [CE 3.045 (2.910)] [KD 0.000 (0.000)] +2024-10-13 18:46:12,166 - Train: 89.74% [336800/375300] [269.2/300.0] [batch_t 0.272 (0.221)] [data_t 0.009] [optim_t 0.263] [lr 0.000106] [CE 3.029 (2.955)] [KD 0.000 (0.000)] +2024-10-13 18:46:23,408 - Train: 89.75% [336850/375300] [269.3/300.0] [batch_t 0.188 (0.225)] [data_t 0.009] [optim_t 0.179] [lr 0.000106] [CE 2.820 (2.978)] [KD 0.000 (0.000)] +2024-10-13 18:46:35,883 - Train: 89.77% [336900/375300] [269.3/300.0] [batch_t 0.189 (0.249)] [data_t 0.009] [optim_t 0.180] [lr 0.000106] [CE 3.287 (2.970)] [KD 0.000 (0.000)] +2024-10-13 18:46:48,044 - Train: 89.78% [336950/375300] [269.3/300.0] [batch_t 0.240 (0.243)] [data_t 0.061] [optim_t 0.179] [lr 0.000106] [CE 2.560 (2.988)] [KD 0.000 (0.000)] +2024-10-13 18:47:00,225 - Train: 89.79% [337000/375300] [269.4/300.0] [batch_t 0.287 (0.243)] [data_t 0.108] [optim_t 0.178] [lr 0.000106] [CE 2.663 (2.942)] [KD 0.000 (0.000)] +2024-10-13 18:47:12,239 - Train: 89.81% [337050/375300] [269.4/300.0] [batch_t 0.210 (0.240)] [data_t 0.033] [optim_t 0.176] [lr 0.000105] [CE 3.110 (2.988)] [KD 0.000 (0.000)] +2024-10-13 18:47:24,107 - Train: 89.82% [337100/375300] [269.5/300.0] [batch_t 0.258 (0.237)] [data_t 0.083] [optim_t 0.176] [lr 0.000105] [CE 2.989 (2.960)] [KD 0.000 (0.000)] +2024-10-13 18:47:35,864 - Train: 89.83% [337150/375300] [269.5/300.0] [batch_t 0.225 (0.235)] [data_t 0.049] [optim_t 0.177] [lr 0.000105] [CE 2.923 (2.935)] [KD 0.000 (0.000)] +2024-10-13 18:47:47,641 - Train: 89.85% [337200/375300] [269.5/300.0] [batch_t 0.268 (0.235)] [data_t 0.091] [optim_t 0.177] [lr 0.000105] [CE 3.174 (2.987)] [KD 0.000 (0.000)] +2024-10-13 18:47:59,834 - Train: 89.86% [337250/375300] [269.6/300.0] [batch_t 0.193 (0.244)] [data_t 0.009] [optim_t 0.184] [lr 0.000105] [CE 3.020 (3.002)] [KD 0.000 (0.000)] +2024-10-13 18:48:11,332 - Train: 89.87% [337300/375300] [269.6/300.0] [batch_t 0.226 (0.230)] [data_t 0.050] [optim_t 0.176] [lr 0.000105] [CE 3.041 (2.994)] [KD 0.000 (0.000)] +2024-10-13 18:48:23,519 - Train: 89.89% [337350/375300] [269.7/300.0] [batch_t 0.249 (0.244)] [data_t 0.074] [optim_t 0.175] [lr 0.000104] [CE 2.832 (2.939)] [KD 0.000 (0.000)] +2024-10-13 18:48:35,520 - Train: 89.90% [337400/375300] [269.7/300.0] [batch_t 0.226 (0.240)] [data_t 0.049] [optim_t 0.176] [lr 0.000104] [CE 3.088 (2.971)] [KD 0.000 (0.000)] +2024-10-13 18:48:47,728 - Train: 89.91% [337450/375300] [269.7/300.0] [batch_t 0.191 (0.244)] [data_t 0.009] [optim_t 0.182] [lr 0.000104] [CE 3.023 (2.958)] [KD 0.000 (0.000)] +2024-10-13 18:48:59,711 - Train: 89.93% [337500/375300] [269.8/300.0] [batch_t 0.255 (0.240)] [data_t 0.078] [optim_t 0.177] [lr 0.000104] [CE 3.252 (2.927)] [KD 0.000 (0.000)] +2024-10-13 18:49:11,847 - Train: 89.94% [337550/375300] [269.8/300.0] [batch_t 0.213 (0.243)] [data_t 0.035] [optim_t 0.179] [lr 0.000104] [CE 3.044 (2.999)] [KD 0.000 (0.000)] +2024-10-13 18:49:23,874 - Train: 89.95% [337600/375300] [269.9/300.0] [batch_t 0.188 (0.240)] [data_t 0.009] [optim_t 0.179] [lr 0.000103] [CE 3.052 (2.997)] [KD 0.000 (0.000)] +2024-10-13 18:49:36,332 - Train: 89.97% [337650/375300] [269.9/300.0] [batch_t 0.281 (0.249)] [data_t 0.106] [optim_t 0.175] [lr 0.000103] [CE 2.818 (2.944)] [KD 0.000 (0.000)] +2024-10-13 18:49:48,267 - Train: 89.98% [337700/375300] [269.9/300.0] [batch_t 0.266 (0.239)] [data_t 0.092] [optim_t 0.174] [lr 0.000103] [CE 2.946 (2.951)] [KD 0.000 (0.000)] +2024-10-13 18:50:00,636 - Train: 89.99% [337750/375300] [270.0/300.0] [batch_t 0.190 (0.247)] [data_t 0.009] [optim_t 0.181] [lr 0.000103] [CE 2.537 (2.958)] [KD 0.000 (0.000)] +2024-10-13 18:50:17,077 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40416] [top5_cnt 47779] [top_all 50000] +2024-10-13 18:50:17,078 - net: 80.832 (95.558) +2024-10-13 18:50:29,288 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40709] [top5_cnt 47931] [top_all 50000] +2024-10-13 18:50:29,288 - net_E: 81.418 (95.862) +2024-10-13 18:50:29,446 - Max [top1: 80.896 (epoch: 269)] [top1-ema: 81.486 (epoch: 268)] +2024-10-13 18:50:29,446 - ==> Total time: 23:16:56 Eta: 2:35:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:50:40,193 - Train: 90.01% [337800/375300] [270.0/300.0] [batch_t 0.185 (0.236)] [data_t 0.009] [optim_t 0.176] [lr 0.000103] [CE 2.823 (2.907)] [KD 0.000 (0.000)] +2024-10-13 18:50:51,294 - Train: 90.02% [337850/375300] [270.1/300.0] [batch_t 0.261 (0.222)] [data_t 0.084] [optim_t 0.178] [lr 0.000102] [CE 2.891 (2.959)] [KD 0.000 (0.000)] +2024-10-13 18:51:02,665 - Train: 90.03% [337900/375300] [270.1/300.0] [batch_t 0.227 (0.227)] [data_t 0.049] [optim_t 0.178] [lr 0.000102] [CE 2.860 (2.957)] [KD 0.000 (0.000)] +2024-10-13 18:51:14,130 - Train: 90.05% [337950/375300] [270.1/300.0] [batch_t 0.187 (0.229)] [data_t 0.009] [optim_t 0.178] [lr 0.000102] [CE 3.268 (2.946)] [KD 0.000 (0.000)] +2024-10-13 18:51:26,166 - Train: 90.06% [338000/375300] [270.2/300.0] [batch_t 0.518 (0.241)] [data_t 0.009] [optim_t 0.509] [lr 0.000102] [CE 3.115 (2.952)] [KD 0.000 (0.000)] +2024-10-13 18:51:37,892 - Train: 90.07% [338050/375300] [270.2/300.0] [batch_t 0.269 (0.234)] [data_t 0.009] [optim_t 0.260] [lr 0.000102] [CE 2.730 (2.933)] [KD 0.000 (0.000)] +2024-10-13 18:51:49,984 - Train: 90.09% [338100/375300] [270.3/300.0] [batch_t 0.208 (0.242)] [data_t 0.009] [optim_t 0.199] [lr 0.000101] [CE 2.916 (2.968)] [KD 0.000 (0.000)] +2024-10-13 18:52:02,153 - Train: 90.10% [338150/375300] [270.3/300.0] [batch_t 0.188 (0.243)] [data_t 0.009] [optim_t 0.179] [lr 0.000101] [CE 2.987 (2.966)] [KD 0.000 (0.000)] +2024-10-13 18:52:14,143 - Train: 90.11% [338200/375300] [270.3/300.0] [batch_t 0.245 (0.240)] [data_t 0.009] [optim_t 0.236] [lr 0.000101] [CE 2.973 (2.978)] [KD 0.000 (0.000)] +2024-10-13 18:52:26,318 - Train: 90.13% [338250/375300] [270.4/300.0] [batch_t 0.262 (0.243)] [data_t 0.009] [optim_t 0.253] [lr 0.000101] [CE 3.193 (2.963)] [KD 0.000 (0.000)] +2024-10-13 18:52:38,386 - Train: 90.14% [338300/375300] [270.4/300.0] [batch_t 0.205 (0.241)] [data_t 0.009] [optim_t 0.196] [lr 0.000101] [CE 3.190 (2.916)] [KD 0.000 (0.000)] +2024-10-13 18:52:50,608 - Train: 90.15% [338350/375300] [270.5/300.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.000100] [CE 2.978 (2.959)] [KD 0.000 (0.000)] +2024-10-13 18:53:02,800 - Train: 90.17% [338400/375300] [270.5/300.0] [batch_t 0.223 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.000100] [CE 2.971 (2.954)] [KD 0.000 (0.000)] +2024-10-13 18:53:14,963 - Train: 90.18% [338450/375300] [270.5/300.0] [batch_t 0.252 (0.243)] [data_t 0.009] [optim_t 0.243] [lr 0.000100] [CE 2.764 (2.958)] [KD 0.000 (0.000)] +2024-10-13 18:53:27,256 - Train: 90.19% [338500/375300] [270.6/300.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.000100] [CE 2.973 (2.967)] [KD 0.000 (0.000)] +2024-10-13 18:53:39,327 - Train: 90.21% [338550/375300] [270.6/300.0] [batch_t 0.286 (0.241)] [data_t 0.009] [optim_t 0.277] [lr 0.000100] [CE 3.114 (2.987)] [KD 0.000 (0.000)] +2024-10-13 18:53:51,685 - Train: 90.22% [338600/375300] [270.7/300.0] [batch_t 0.275 (0.247)] [data_t 0.009] [optim_t 0.266] [lr 0.000100] [CE 2.776 (2.941)] [KD 0.000 (0.000)] +2024-10-13 18:54:03,542 - Train: 90.23% [338650/375300] [270.7/300.0] [batch_t 0.188 (0.237)] [data_t 0.009] [optim_t 0.179] [lr 0.000099] [CE 3.068 (2.954)] [KD 0.000 (0.000)] +2024-10-13 18:54:15,610 - Train: 90.25% [338700/375300] [270.7/300.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.000099] [CE 2.814 (2.961)] [KD 0.000 (0.000)] +2024-10-13 18:54:27,483 - Train: 90.26% [338750/375300] [270.8/300.0] [batch_t 0.220 (0.237)] [data_t 0.009] [optim_t 0.211] [lr 0.000099] [CE 3.120 (2.990)] [KD 0.000 (0.000)] +2024-10-13 18:54:39,630 - Train: 90.27% [338800/375300] [270.8/300.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000099] [CE 2.939 (2.994)] [KD 0.000 (0.000)] +2024-10-13 18:54:51,463 - Train: 90.29% [338850/375300] [270.9/300.0] [batch_t 0.255 (0.237)] [data_t 0.009] [optim_t 0.246] [lr 0.000099] [CE 2.923 (2.968)] [KD 0.000 (0.000)] +2024-10-13 18:55:03,539 - Train: 90.30% [338900/375300] [270.9/300.0] [batch_t 0.216 (0.241)] [data_t 0.009] [optim_t 0.207] [lr 0.000098] [CE 3.002 (2.958)] [KD 0.000 (0.000)] +2024-10-13 18:55:15,225 - Train: 90.31% [338950/375300] [270.9/300.0] [batch_t 0.185 (0.234)] [data_t 0.009] [optim_t 0.176] [lr 0.000098] [CE 2.928 (2.961)] [KD 0.000 (0.000)] +2024-10-13 18:55:27,731 - Train: 90.33% [339000/375300] [271.0/300.0] [batch_t 0.357 (0.250)] [data_t 0.009] [optim_t 0.348] [lr 0.000098] [CE 2.895 (2.930)] [KD 0.000 (0.000)] +2024-10-13 18:55:44,118 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40418] [top5_cnt 47801] [top_all 50000] +2024-10-13 18:55:44,118 - net: 80.836 (95.602) +2024-10-13 18:55:56,310 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40705] [top5_cnt 47912] [top_all 50000] +2024-10-13 18:55:56,310 - net_E: 81.410 (95.824) +2024-10-13 18:55:56,448 - Max [top1: 80.896 (epoch: 269)] [top1-ema: 81.486 (epoch: 268)] +2024-10-13 18:55:56,448 - ==> Total time: 23:22:23 Eta: 2:30:04 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 18:56:06,289 - Train: 90.34% [339050/375300] [271.0/300.0] [batch_t 0.195 (0.282)] [data_t 0.009] [optim_t 0.186] [lr 0.000098] [CE 3.127 (2.938)] [KD 0.000 (0.000)] +2024-10-13 18:56:18,122 - Train: 90.35% [339100/375300] [271.1/300.0] [batch_t 0.248 (0.236)] [data_t 0.009] [optim_t 0.239] [lr 0.000098] [CE 2.844 (2.944)] [KD 0.000 (0.000)] +2024-10-13 18:56:30,392 - Train: 90.37% [339150/375300] [271.1/300.0] [batch_t 0.239 (0.245)] [data_t 0.009] [optim_t 0.230] [lr 0.000097] [CE 2.868 (2.933)] [KD 0.000 (0.000)] +2024-10-13 18:56:42,545 - Train: 90.38% [339200/375300] [271.1/300.0] [batch_t 0.184 (0.243)] [data_t 0.009] [optim_t 0.175] [lr 0.000097] [CE 2.805 (2.967)] [KD 0.000 (0.000)] +2024-10-13 18:56:54,480 - Train: 90.39% [339250/375300] [271.2/300.0] [batch_t 0.189 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.000097] [CE 2.913 (2.927)] [KD 0.000 (0.000)] +2024-10-13 18:57:06,603 - Train: 90.41% [339300/375300] [271.2/300.0] [batch_t 0.231 (0.242)] [data_t 0.009] [optim_t 0.222] [lr 0.000097] [CE 2.845 (2.928)] [KD 0.000 (0.000)] +2024-10-13 18:57:18,757 - Train: 90.42% [339350/375300] [271.3/300.0] [batch_t 0.248 (0.243)] [data_t 0.009] [optim_t 0.239] [lr 0.000097] [CE 2.894 (2.951)] [KD 0.000 (0.000)] +2024-10-13 18:57:31,210 - Train: 90.43% [339400/375300] [271.3/300.0] [batch_t 0.285 (0.249)] [data_t 0.009] [optim_t 0.276] [lr 0.000097] [CE 2.746 (2.950)] [KD 0.000 (0.000)] +2024-10-13 18:57:43,355 - Train: 90.45% [339450/375300] [271.3/300.0] [batch_t 0.276 (0.243)] [data_t 0.009] [optim_t 0.267] [lr 0.000096] [CE 2.775 (2.944)] [KD 0.000 (0.000)] +2024-10-13 18:57:55,452 - Train: 90.46% [339500/375300] [271.4/300.0] [batch_t 0.260 (0.242)] [data_t 0.009] [optim_t 0.251] [lr 0.000096] [CE 3.072 (2.909)] [KD 0.000 (0.000)] +2024-10-13 18:58:07,665 - Train: 90.47% [339550/375300] [271.4/300.0] [batch_t 0.205 (0.244)] [data_t 0.009] [optim_t 0.196] [lr 0.000096] [CE 3.101 (2.923)] [KD 0.000 (0.000)] +2024-10-13 18:58:19,726 - Train: 90.49% [339600/375300] [271.5/300.0] [batch_t 0.198 (0.241)] [data_t 0.009] [optim_t 0.189] [lr 0.000096] [CE 3.036 (2.951)] [KD 0.000 (0.000)] +2024-10-13 18:58:31,805 - Train: 90.50% [339650/375300] [271.5/300.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.219] [lr 0.000096] [CE 3.027 (2.949)] [KD 0.000 (0.000)] +2024-10-13 18:58:44,025 - Train: 90.51% [339700/375300] [271.5/300.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.000095] [CE 3.092 (2.960)] [KD 0.000 (0.000)] +2024-10-13 18:58:56,419 - Train: 90.53% [339750/375300] [271.6/300.0] [batch_t 0.284 (0.248)] [data_t 0.009] [optim_t 0.275] [lr 0.000095] [CE 3.094 (2.967)] [KD 0.000 (0.000)] +2024-10-13 18:59:08,614 - Train: 90.54% [339800/375300] [271.6/300.0] [batch_t 0.291 (0.244)] [data_t 0.009] [optim_t 0.282] [lr 0.000095] [CE 3.021 (2.941)] [KD 0.000 (0.000)] +2024-10-13 18:59:21,110 - Train: 90.55% [339850/375300] [271.7/300.0] [batch_t 0.263 (0.250)] [data_t 0.009] [optim_t 0.255] [lr 0.000095] [CE 3.178 (2.953)] [KD 0.000 (0.000)] +2024-10-13 18:59:33,589 - Train: 90.57% [339900/375300] [271.7/300.0] [batch_t 0.239 (0.249)] [data_t 0.009] [optim_t 0.230] [lr 0.000095] [CE 2.780 (2.933)] [KD 0.000 (0.000)] +2024-10-13 18:59:45,489 - Train: 90.58% [339950/375300] [271.7/300.0] [batch_t 0.223 (0.238)] [data_t 0.009] [optim_t 0.214] [lr 0.000095] [CE 2.908 (2.909)] [KD 0.000 (0.000)] +2024-10-13 18:59:56,957 - Train: 90.59% [340000/375300] [271.8/300.0] [batch_t 0.228 (0.229)] [data_t 0.009] [optim_t 0.219] [lr 0.000094] [CE 2.890 (2.972)] [KD 0.000 (0.000)] +2024-10-13 19:00:09,487 - Train: 90.61% [340050/375300] [271.8/300.0] [batch_t 0.228 (0.250)] [data_t 0.009] [optim_t 0.219] [lr 0.000094] [CE 3.011 (2.975)] [KD 0.000 (0.000)] +2024-10-13 19:00:21,718 - Train: 90.62% [340100/375300] [271.9/300.0] [batch_t 0.211 (0.244)] [data_t 0.009] [optim_t 0.202] [lr 0.000094] [CE 2.720 (2.920)] [KD 0.000 (0.000)] +2024-10-13 19:00:33,942 - Train: 90.63% [340150/375300] [271.9/300.0] [batch_t 0.251 (0.244)] [data_t 0.009] [optim_t 0.242] [lr 0.000094] [CE 2.542 (2.956)] [KD 0.000 (0.000)] +2024-10-13 19:00:46,161 - Train: 90.65% [340200/375300] [271.9/300.0] [batch_t 0.272 (0.244)] [data_t 0.009] [optim_t 0.263] [lr 0.000094] [CE 2.955 (2.945)] [KD 0.000 (0.000)] +2024-10-13 19:00:58,353 - Train: 90.66% [340250/375300] [272.0/300.0] [batch_t 0.226 (0.244)] [data_t 0.009] [optim_t 0.217] [lr 0.000093] [CE 3.115 (2.952)] [KD 0.000 (0.000)] +2024-10-13 19:01:15,193 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.237)] [top1_cnt 40372] [top5_cnt 47749] [top_all 50000] +2024-10-13 19:01:15,194 - net: 80.744 (95.498) +2024-10-13 19:01:27,353 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40703] [top5_cnt 47909] [top_all 50000] +2024-10-13 19:01:27,353 - net_E: 81.406 (95.818) +2024-10-13 19:01:27,525 - Max [top1: 80.896 (epoch: 269)] [top1-ema: 81.486 (epoch: 268)] +2024-10-13 19:01:27,525 - ==> Total time: 23:27:54 Eta: 2:24:55 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:01:37,222 - Train: 90.67% [340300/375300] [272.0/300.0] [batch_t 0.189 (0.276)] [data_t 0.009] [optim_t 0.180] [lr 0.000093] [CE 3.049 (2.895)] [KD 0.000 (0.000)] +2024-10-13 19:01:49,151 - Train: 90.69% [340350/375300] [272.1/300.0] [batch_t 0.265 (0.238)] [data_t 0.009] [optim_t 0.256] [lr 0.000093] [CE 2.980 (2.953)] [KD 0.000 (0.000)] +2024-10-13 19:02:00,929 - Train: 90.70% [340400/375300] [272.1/300.0] [batch_t 0.215 (0.235)] [data_t 0.009] [optim_t 0.206] [lr 0.000093] [CE 3.020 (2.933)] [KD 0.000 (0.000)] +2024-10-13 19:02:12,646 - Train: 90.71% [340450/375300] [272.1/300.0] [batch_t 0.315 (0.234)] [data_t 0.009] [optim_t 0.306] [lr 0.000093] [CE 2.970 (2.911)] [KD 0.000 (0.000)] +2024-10-13 19:02:24,428 - Train: 90.73% [340500/375300] [272.2/300.0] [batch_t 0.262 (0.236)] [data_t 0.009] [optim_t 0.253] [lr 0.000093] [CE 2.956 (2.951)] [KD 0.000 (0.000)] +2024-10-13 19:02:36,319 - Train: 90.74% [340550/375300] [272.2/300.0] [batch_t 0.270 (0.238)] [data_t 0.009] [optim_t 0.261] [lr 0.000092] [CE 2.825 (2.959)] [KD 0.000 (0.000)] +2024-10-13 19:02:48,874 - Train: 90.75% [340600/375300] [272.3/300.0] [batch_t 0.258 (0.251)] [data_t 0.009] [optim_t 0.249] [lr 0.000092] [CE 2.981 (2.945)] [KD 0.000 (0.000)] +2024-10-13 19:03:00,738 - Train: 90.77% [340650/375300] [272.3/300.0] [batch_t 0.222 (0.237)] [data_t 0.009] [optim_t 0.213] [lr 0.000092] [CE 2.879 (2.956)] [KD 0.000 (0.000)] +2024-10-13 19:03:12,172 - Train: 90.78% [340700/375300] [272.3/300.0] [batch_t 0.209 (0.229)] [data_t 0.009] [optim_t 0.200] [lr 0.000092] [CE 2.811 (2.968)] [KD 0.000 (0.000)] +2024-10-13 19:03:23,542 - Train: 90.79% [340750/375300] [272.4/300.0] [batch_t 0.243 (0.227)] [data_t 0.009] [optim_t 0.234] [lr 0.000092] [CE 2.673 (2.914)] [KD 0.000 (0.000)] +2024-10-13 19:03:35,450 - Train: 90.81% [340800/375300] [272.4/300.0] [batch_t 0.285 (0.238)] [data_t 0.009] [optim_t 0.276] [lr 0.000092] [CE 3.075 (2.966)] [KD 0.000 (0.000)] +2024-10-13 19:03:47,510 - Train: 90.82% [340850/375300] [272.5/300.0] [batch_t 0.188 (0.241)] [data_t 0.009] [optim_t 0.179] [lr 0.000091] [CE 2.647 (2.934)] [KD 0.000 (0.000)] +2024-10-13 19:03:59,322 - Train: 90.83% [340900/375300] [272.5/300.0] [batch_t 0.190 (0.236)] [data_t 0.009] [optim_t 0.181] [lr 0.000091] [CE 2.689 (2.958)] [KD 0.000 (0.000)] +2024-10-13 19:04:11,261 - Train: 90.85% [340950/375300] [272.5/300.0] [batch_t 0.306 (0.239)] [data_t 0.009] [optim_t 0.297] [lr 0.000091] [CE 2.863 (2.951)] [KD 0.000 (0.000)] +2024-10-13 19:04:23,852 - Train: 90.86% [341000/375300] [272.6/300.0] [batch_t 0.224 (0.252)] [data_t 0.009] [optim_t 0.215] [lr 0.000091] [CE 2.884 (2.935)] [KD 0.000 (0.000)] +2024-10-13 19:04:36,002 - Train: 90.87% [341050/375300] [272.6/300.0] [batch_t 0.223 (0.243)] [data_t 0.009] [optim_t 0.214] [lr 0.000091] [CE 3.026 (2.946)] [KD 0.000 (0.000)] +2024-10-13 19:04:47,856 - Train: 90.89% [341100/375300] [272.7/300.0] [batch_t 0.242 (0.237)] [data_t 0.009] [optim_t 0.233] [lr 0.000090] [CE 2.892 (2.924)] [KD 0.000 (0.000)] +2024-10-13 19:05:00,172 - Train: 90.90% [341150/375300] [272.7/300.0] [batch_t 0.275 (0.246)] [data_t 0.009] [optim_t 0.266] [lr 0.000090] [CE 3.061 (2.959)] [KD 0.000 (0.000)] +2024-10-13 19:05:12,301 - Train: 90.91% [341200/375300] [272.7/300.0] [batch_t 0.211 (0.242)] [data_t 0.009] [optim_t 0.202] [lr 0.000090] [CE 2.970 (2.956)] [KD 0.000 (0.000)] +2024-10-13 19:05:24,579 - Train: 90.93% [341250/375300] [272.8/300.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000090] [CE 2.864 (2.950)] [KD 0.000 (0.000)] +2024-10-13 19:05:36,643 - Train: 90.94% [341300/375300] [272.8/300.0] [batch_t 0.256 (0.241)] [data_t 0.009] [optim_t 0.247] [lr 0.000090] [CE 2.967 (2.926)] [KD 0.000 (0.000)] +2024-10-13 19:05:48,791 - Train: 90.95% [341350/375300] [272.9/300.0] [batch_t 0.221 (0.243)] [data_t 0.009] [optim_t 0.212] [lr 0.000090] [CE 3.030 (2.960)] [KD 0.000 (0.000)] +2024-10-13 19:06:00,743 - Train: 90.97% [341400/375300] [272.9/300.0] [batch_t 0.272 (0.239)] [data_t 0.009] [optim_t 0.263] [lr 0.000089] [CE 2.792 (2.943)] [KD 0.000 (0.000)] +2024-10-13 19:06:12,842 - Train: 90.98% [341450/375300] [272.9/300.0] [batch_t 0.188 (0.242)] [data_t 0.009] [optim_t 0.179] [lr 0.000089] [CE 3.087 (2.941)] [KD 0.000 (0.000)] +2024-10-13 19:06:24,517 - Train: 90.99% [341500/375300] [273.0/300.0] [batch_t 0.255 (0.233)] [data_t 0.009] [optim_t 0.246] [lr 0.000089] [CE 2.996 (2.938)] [KD 0.000 (0.000)] +2024-10-13 19:06:42,100 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.249)] [top1_cnt 40402] [top5_cnt 47790] [top_all 50000] +2024-10-13 19:06:42,101 - net: 80.804 (95.580) +2024-10-13 19:06:54,367 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40707] [top5_cnt 47903] [top_all 50000] +2024-10-13 19:06:54,367 - net_E: 81.414 (95.806) +2024-10-13 19:06:54,512 - Max [top1: 80.896 (epoch: 269)] [top1-ema: 81.486 (epoch: 268)] +2024-10-13 19:06:54,512 - ==> Total time: 23:33:21 Eta: 2:19:46 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:07:04,652 - Train: 91.01% [341550/375300] [273.0/300.0] [batch_t 0.435 (0.330)] [data_t 0.009] [optim_t 0.426] [lr 0.000089] [CE 2.919 (2.928)] [KD 0.000 (0.000)] +2024-10-13 19:07:15,402 - Train: 91.02% [341600/375300] [273.1/300.0] [batch_t 0.187 (0.215)] [data_t 0.009] [optim_t 0.177] [lr 0.000089] [CE 3.279 (2.968)] [KD 0.000 (0.000)] +2024-10-13 19:07:26,944 - Train: 91.03% [341650/375300] [273.1/300.0] [batch_t 0.185 (0.231)] [data_t 0.009] [optim_t 0.176] [lr 0.000089] [CE 2.902 (2.950)] [KD 0.000 (0.000)] +2024-10-13 19:07:38,673 - Train: 91.05% [341700/375300] [273.1/300.0] [batch_t 0.191 (0.234)] [data_t 0.009] [optim_t 0.182] [lr 0.000088] [CE 3.027 (2.914)] [KD 0.000 (0.000)] +2024-10-13 19:07:51,059 - Train: 91.06% [341750/375300] [273.2/300.0] [batch_t 0.218 (0.248)] [data_t 0.009] [optim_t 0.209] [lr 0.000088] [CE 2.933 (2.943)] [KD 0.000 (0.000)] +2024-10-13 19:08:03,308 - Train: 91.07% [341800/375300] [273.2/300.0] [batch_t 0.186 (0.245)] [data_t 0.009] [optim_t 0.177] [lr 0.000088] [CE 2.881 (2.962)] [KD 0.000 (0.000)] +2024-10-13 19:08:15,275 - Train: 91.09% [341850/375300] [273.3/300.0] [batch_t 0.288 (0.239)] [data_t 0.009] [optim_t 0.279] [lr 0.000088] [CE 3.168 (2.943)] [KD 0.000 (0.000)] +2024-10-13 19:08:27,368 - Train: 91.10% [341900/375300] [273.3/300.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.000088] [CE 2.735 (2.939)] [KD 0.000 (0.000)] +2024-10-13 19:08:39,678 - Train: 91.11% [341950/375300] [273.3/300.0] [batch_t 0.253 (0.246)] [data_t 0.009] [optim_t 0.245] [lr 0.000087] [CE 2.900 (2.916)] [KD 0.000 (0.000)] +2024-10-13 19:08:51,933 - Train: 91.13% [342000/375300] [273.4/300.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000087] [CE 2.757 (2.939)] [KD 0.000 (0.000)] +2024-10-13 19:09:04,301 - Train: 91.14% [342050/375300] [273.4/300.0] [batch_t 0.241 (0.247)] [data_t 0.009] [optim_t 0.232] [lr 0.000087] [CE 3.001 (2.948)] [KD 0.000 (0.000)] +2024-10-13 19:09:16,414 - Train: 91.15% [342100/375300] [273.5/300.0] [batch_t 0.277 (0.242)] [data_t 0.009] [optim_t 0.268] [lr 0.000087] [CE 3.053 (2.893)] [KD 0.000 (0.000)] +2024-10-13 19:09:28,748 - Train: 91.17% [342150/375300] [273.5/300.0] [batch_t 0.275 (0.247)] [data_t 0.009] [optim_t 0.266] [lr 0.000087] [CE 2.981 (2.976)] [KD 0.000 (0.000)] +2024-10-13 19:09:40,746 - Train: 91.18% [342200/375300] [273.5/300.0] [batch_t 0.262 (0.240)] [data_t 0.009] [optim_t 0.253] [lr 0.000087] [CE 3.132 (2.990)] [KD 0.000 (0.000)] +2024-10-13 19:09:52,915 - Train: 91.19% [342250/375300] [273.6/300.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.000086] [CE 2.830 (2.960)] [KD 0.000 (0.000)] +2024-10-13 19:10:04,878 - Train: 91.21% [342300/375300] [273.6/300.0] [batch_t 0.207 (0.239)] [data_t 0.009] [optim_t 0.198] [lr 0.000086] [CE 2.923 (2.959)] [KD 0.000 (0.000)] +2024-10-13 19:10:16,853 - Train: 91.22% [342350/375300] [273.7/300.0] [batch_t 0.263 (0.239)] [data_t 0.009] [optim_t 0.254] [lr 0.000086] [CE 3.138 (2.939)] [KD 0.000 (0.000)] +2024-10-13 19:10:29,129 - Train: 91.23% [342400/375300] [273.7/300.0] [batch_t 0.584 (0.245)] [data_t 0.009] [optim_t 0.575] [lr 0.000086] [CE 2.943 (2.923)] [KD 0.000 (0.000)] +2024-10-13 19:10:40,973 - Train: 91.25% [342450/375300] [273.7/300.0] [batch_t 0.237 (0.237)] [data_t 0.009] [optim_t 0.228] [lr 0.000086] [CE 3.115 (2.959)] [KD 0.000 (0.000)] +2024-10-13 19:10:53,169 - Train: 91.26% [342500/375300] [273.8/300.0] [batch_t 0.225 (0.244)] [data_t 0.009] [optim_t 0.216] [lr 0.000086] [CE 2.897 (2.923)] [KD 0.000 (0.000)] +2024-10-13 19:11:05,102 - Train: 91.27% [342550/375300] [273.8/300.0] [batch_t 0.202 (0.239)] [data_t 0.009] [optim_t 0.193] [lr 0.000085] [CE 2.688 (2.946)] [KD 0.000 (0.000)] +2024-10-13 19:11:17,335 - Train: 91.29% [342600/375300] [273.9/300.0] [batch_t 0.187 (0.245)] [data_t 0.009] [optim_t 0.178] [lr 0.000085] [CE 2.623 (2.944)] [KD 0.000 (0.000)] +2024-10-13 19:11:29,562 - Train: 91.30% [342650/375300] [273.9/300.0] [batch_t 0.232 (0.244)] [data_t 0.009] [optim_t 0.223] [lr 0.000085] [CE 3.006 (2.934)] [KD 0.000 (0.000)] +2024-10-13 19:11:41,792 - Train: 91.31% [342700/375300] [273.9/300.0] [batch_t 0.279 (0.244)] [data_t 0.009] [optim_t 0.270] [lr 0.000085] [CE 3.015 (2.952)] [KD 0.000 (0.000)] +2024-10-13 19:11:54,168 - Train: 91.33% [342750/375300] [274.0/300.0] [batch_t 0.233 (0.247)] [data_t 0.009] [optim_t 0.224] [lr 0.000085] [CE 2.715 (2.956)] [KD 0.000 (0.000)] +2024-10-13 19:12:11,807 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.246)] [top1_cnt 40470] [top5_cnt 47850] [top_all 50000] +2024-10-13 19:12:11,808 - net: 80.940 (95.700) +2024-10-13 19:12:24,172 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.241)] [top1_cnt 40696] [top5_cnt 47916] [top_all 50000] +2024-10-13 19:12:24,173 - net_E: 81.392 (95.832) +2024-10-13 19:12:24,318 - Max [top1: 80.940 (epoch: 274)] [top1-ema: 81.486 (epoch: 268)] +2024-10-13 19:12:24,318 - ==> Total time: 23:38:51 Eta: 2:14:38 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:12:35,151 - Train: 91.34% [342800/375300] [274.0/300.0] [batch_t 0.356 (0.250)] [data_t 0.009] [optim_t 0.347] [lr 0.000085] [CE 2.895 (2.884)] [KD 0.000 (0.000)] +2024-10-13 19:12:46,602 - Train: 91.35% [342850/375300] [274.1/300.0] [batch_t 0.275 (0.229)] [data_t 0.100] [optim_t 0.174] [lr 0.000084] [CE 3.004 (2.936)] [KD 0.000 (0.000)] +2024-10-13 19:12:58,422 - Train: 91.37% [342900/375300] [274.1/300.0] [batch_t 0.436 (0.236)] [data_t 0.256] [optim_t 0.180] [lr 0.000084] [CE 2.814 (2.956)] [KD 0.000 (0.000)] +2024-10-13 19:13:10,072 - Train: 91.38% [342950/375300] [274.1/300.0] [batch_t 0.219 (0.233)] [data_t 0.045] [optim_t 0.174] [lr 0.000084] [CE 3.030 (2.948)] [KD 0.000 (0.000)] +2024-10-13 19:13:21,741 - Train: 91.39% [343000/375300] [274.2/300.0] [batch_t 0.218 (0.233)] [data_t 0.039] [optim_t 0.179] [lr 0.000084] [CE 2.983 (2.943)] [KD 0.000 (0.000)] +2024-10-13 19:13:33,758 - Train: 91.41% [343050/375300] [274.2/300.0] [batch_t 0.204 (0.240)] [data_t 0.029] [optim_t 0.175] [lr 0.000084] [CE 3.178 (2.953)] [KD 0.000 (0.000)] +2024-10-13 19:13:45,449 - Train: 91.42% [343100/375300] [274.3/300.0] [batch_t 0.259 (0.234)] [data_t 0.085] [optim_t 0.174] [lr 0.000084] [CE 2.950 (2.977)] [KD 0.000 (0.000)] +2024-10-13 19:13:57,020 - Train: 91.43% [343150/375300] [274.3/300.0] [batch_t 0.214 (0.231)] [data_t 0.040] [optim_t 0.174] [lr 0.000083] [CE 3.140 (2.958)] [KD 0.000 (0.000)] +2024-10-13 19:14:08,675 - Train: 91.45% [343200/375300] [274.3/300.0] [batch_t 0.266 (0.233)] [data_t 0.092] [optim_t 0.174] [lr 0.000083] [CE 2.720 (2.910)] [KD 0.000 (0.000)] +2024-10-13 19:14:20,302 - Train: 91.46% [343250/375300] [274.4/300.0] [batch_t 0.263 (0.232)] [data_t 0.086] [optim_t 0.177] [lr 0.000083] [CE 3.131 (2.940)] [KD 0.000 (0.000)] +2024-10-13 19:14:32,441 - Train: 91.47% [343300/375300] [274.4/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.000083] [CE 2.881 (2.910)] [KD 0.000 (0.000)] +2024-10-13 19:14:44,417 - Train: 91.49% [343350/375300] [274.5/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000083] [CE 2.976 (2.927)] [KD 0.000 (0.000)] +2024-10-13 19:14:56,498 - Train: 91.50% [343400/375300] [274.5/300.0] [batch_t 0.283 (0.242)] [data_t 0.009] [optim_t 0.274] [lr 0.000083] [CE 2.457 (2.917)] [KD 0.000 (0.000)] +2024-10-13 19:15:08,575 - Train: 91.51% [343450/375300] [274.5/300.0] [batch_t 0.239 (0.241)] [data_t 0.009] [optim_t 0.230] [lr 0.000082] [CE 3.097 (2.940)] [KD 0.000 (0.000)] +2024-10-13 19:15:20,758 - Train: 91.53% [343500/375300] [274.6/300.0] [batch_t 0.285 (0.244)] [data_t 0.009] [optim_t 0.276] [lr 0.000082] [CE 3.117 (2.951)] [KD 0.000 (0.000)] +2024-10-13 19:15:32,642 - Train: 91.54% [343550/375300] [274.6/300.0] [batch_t 0.224 (0.238)] [data_t 0.009] [optim_t 0.215] [lr 0.000082] [CE 2.775 (2.937)] [KD 0.000 (0.000)] +2024-10-13 19:15:44,710 - Train: 91.55% [343600/375300] [274.7/300.0] [batch_t 0.259 (0.241)] [data_t 0.009] [optim_t 0.250] [lr 0.000082] [CE 3.093 (2.957)] [KD 0.000 (0.000)] +2024-10-13 19:15:56,721 - Train: 91.57% [343650/375300] [274.7/300.0] [batch_t 0.190 (0.240)] [data_t 0.009] [optim_t 0.180] [lr 0.000082] [CE 2.748 (2.927)] [KD 0.000 (0.000)] +2024-10-13 19:16:09,017 - Train: 91.58% [343700/375300] [274.7/300.0] [batch_t 0.249 (0.246)] [data_t 0.009] [optim_t 0.240] [lr 0.000082] [CE 2.850 (2.949)] [KD 0.000 (0.000)] +2024-10-13 19:16:20,976 - Train: 91.59% [343750/375300] [274.8/300.0] [batch_t 0.263 (0.239)] [data_t 0.009] [optim_t 0.255] [lr 0.000081] [CE 2.833 (2.904)] [KD 0.000 (0.000)] +2024-10-13 19:16:32,835 - Train: 91.61% [343800/375300] [274.8/300.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.000081] [CE 3.086 (2.941)] [KD 0.000 (0.000)] +2024-10-13 19:16:44,791 - Train: 91.62% [343850/375300] [274.9/300.0] [batch_t 0.239 (0.239)] [data_t 0.009] [optim_t 0.230] [lr 0.000081] [CE 2.949 (2.948)] [KD 0.000 (0.000)] +2024-10-13 19:16:56,567 - Train: 91.63% [343900/375300] [274.9/300.0] [batch_t 0.228 (0.235)] [data_t 0.009] [optim_t 0.219] [lr 0.000081] [CE 2.802 (2.944)] [KD 0.000 (0.000)] +2024-10-13 19:17:08,540 - Train: 91.65% [343950/375300] [274.9/300.0] [batch_t 0.223 (0.239)] [data_t 0.009] [optim_t 0.214] [lr 0.000081] [CE 3.098 (2.911)] [KD 0.000 (0.000)] +2024-10-13 19:17:20,570 - Train: 91.66% [344000/375300] [275.0/300.0] [batch_t 0.286 (0.240)] [data_t 0.009] [optim_t 0.277] [lr 0.000081] [CE 2.840 (2.955)] [KD 0.000 (0.000)] +2024-10-13 19:17:37,904 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.236)] [top1_cnt 40460] [top5_cnt 47823] [top_all 50000] +2024-10-13 19:17:37,904 - net: 80.920 (95.646) +2024-10-13 19:17:49,944 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 40714] [top5_cnt 47921] [top_all 50000] +2024-10-13 19:17:49,944 - net_E: 81.428 (95.842) +2024-10-13 19:17:50,085 - Max [top1: 80.940 (epoch: 274)] [top1-ema: 81.486 (epoch: 268)] +2024-10-13 19:17:50,085 - ==> Total time: 23:44:16 Eta: 2:09:28 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:17:58,888 - Train: 91.67% [344050/375300] [275.0/300.0] [batch_t 0.189 (0.295)] [data_t 0.009] [optim_t 0.180] [lr 0.000081] [CE 2.969 (2.925)] [KD 0.000 (0.000)] +2024-10-13 19:18:10,410 - Train: 91.69% [344100/375300] [275.1/300.0] [batch_t 0.356 (0.230)] [data_t 0.009] [optim_t 0.347] [lr 0.000080] [CE 2.933 (2.947)] [KD 0.000 (0.000)] +2024-10-13 19:18:21,709 - Train: 91.70% [344150/375300] [275.1/300.0] [batch_t 0.262 (0.226)] [data_t 0.084] [optim_t 0.178] [lr 0.000080] [CE 2.961 (2.952)] [KD 0.000 (0.000)] +2024-10-13 19:18:33,383 - Train: 91.71% [344200/375300] [275.1/300.0] [batch_t 0.247 (0.233)] [data_t 0.067] [optim_t 0.181] [lr 0.000080] [CE 2.706 (2.901)] [KD 0.000 (0.000)] +2024-10-13 19:18:44,870 - Train: 91.73% [344250/375300] [275.2/300.0] [batch_t 0.186 (0.230)] [data_t 0.009] [optim_t 0.177] [lr 0.000080] [CE 2.963 (2.905)] [KD 0.000 (0.000)] +2024-10-13 19:18:56,643 - Train: 91.74% [344300/375300] [275.2/300.0] [batch_t 0.221 (0.235)] [data_t 0.048] [optim_t 0.173] [lr 0.000080] [CE 2.639 (2.939)] [KD 0.000 (0.000)] +2024-10-13 19:19:08,328 - Train: 91.75% [344350/375300] [275.3/300.0] [batch_t 0.271 (0.234)] [data_t 0.096] [optim_t 0.175] [lr 0.000080] [CE 2.931 (2.903)] [KD 0.000 (0.000)] +2024-10-13 19:19:20,347 - Train: 91.77% [344400/375300] [275.3/300.0] [batch_t 0.184 (0.240)] [data_t 0.009] [optim_t 0.175] [lr 0.000079] [CE 2.763 (2.941)] [KD 0.000 (0.000)] +2024-10-13 19:19:31,987 - Train: 91.78% [344450/375300] [275.3/300.0] [batch_t 0.212 (0.233)] [data_t 0.009] [optim_t 0.203] [lr 0.000079] [CE 3.012 (2.898)] [KD 0.000 (0.000)] +2024-10-13 19:19:44,102 - Train: 91.79% [344500/375300] [275.4/300.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.231] [lr 0.000079] [CE 2.701 (2.936)] [KD 0.000 (0.000)] +2024-10-13 19:19:56,347 - Train: 91.81% [344550/375300] [275.4/300.0] [batch_t 0.247 (0.245)] [data_t 0.009] [optim_t 0.238] [lr 0.000079] [CE 3.306 (2.935)] [KD 0.000 (0.000)] +2024-10-13 19:20:08,006 - Train: 91.82% [344600/375300] [275.5/300.0] [batch_t 0.189 (0.233)] [data_t 0.009] [optim_t 0.180] [lr 0.000079] [CE 2.609 (2.868)] [KD 0.000 (0.000)] +2024-10-13 19:20:20,069 - Train: 91.83% [344650/375300] [275.5/300.0] [batch_t 0.273 (0.241)] [data_t 0.009] [optim_t 0.264] [lr 0.000079] [CE 2.987 (2.932)] [KD 0.000 (0.000)] +2024-10-13 19:20:32,049 - Train: 91.85% [344700/375300] [275.5/300.0] [batch_t 0.301 (0.239)] [data_t 0.009] [optim_t 0.292] [lr 0.000078] [CE 2.899 (2.965)] [KD 0.000 (0.000)] +2024-10-13 19:20:44,058 - Train: 91.86% [344750/375300] [275.6/300.0] [batch_t 0.239 (0.240)] [data_t 0.009] [optim_t 0.230] [lr 0.000078] [CE 3.174 (2.935)] [KD 0.000 (0.000)] +2024-10-13 19:20:56,036 - Train: 91.87% [344800/375300] [275.6/300.0] [batch_t 0.191 (0.239)] [data_t 0.009] [optim_t 0.182] [lr 0.000078] [CE 3.064 (2.935)] [KD 0.000 (0.000)] +2024-10-13 19:21:07,972 - Train: 91.89% [344850/375300] [275.7/300.0] [batch_t 0.263 (0.239)] [data_t 0.009] [optim_t 0.254] [lr 0.000078] [CE 2.948 (2.899)] [KD 0.000 (0.000)] +2024-10-13 19:21:19,779 - Train: 91.90% [344900/375300] [275.7/300.0] [batch_t 0.286 (0.236)] [data_t 0.009] [optim_t 0.277] [lr 0.000078] [CE 2.751 (2.950)] [KD 0.000 (0.000)] +2024-10-13 19:21:31,825 - Train: 91.91% [344950/375300] [275.7/300.0] [batch_t 0.248 (0.241)] [data_t 0.009] [optim_t 0.239] [lr 0.000078] [CE 2.880 (2.908)] [KD 0.000 (0.000)] +2024-10-13 19:21:43,701 - Train: 91.93% [345000/375300] [275.8/300.0] [batch_t 0.188 (0.237)] [data_t 0.009] [optim_t 0.179] [lr 0.000078] [CE 3.204 (2.947)] [KD 0.000 (0.000)] +2024-10-13 19:21:55,950 - Train: 91.94% [345050/375300] [275.8/300.0] [batch_t 0.187 (0.245)] [data_t 0.009] [optim_t 0.178] [lr 0.000077] [CE 2.900 (2.913)] [KD 0.000 (0.000)] +2024-10-13 19:22:07,523 - Train: 91.95% [345100/375300] [275.9/300.0] [batch_t 0.191 (0.231)] [data_t 0.009] [optim_t 0.182] [lr 0.000077] [CE 2.430 (2.953)] [KD 0.000 (0.000)] +2024-10-13 19:22:19,693 - Train: 91.97% [345150/375300] [275.9/300.0] [batch_t 0.190 (0.243)] [data_t 0.009] [optim_t 0.181] [lr 0.000077] [CE 2.979 (2.932)] [KD 0.000 (0.000)] +2024-10-13 19:22:31,888 - Train: 91.98% [345200/375300] [275.9/300.0] [batch_t 0.186 (0.244)] [data_t 0.009] [optim_t 0.177] [lr 0.000077] [CE 3.018 (2.944)] [KD 0.000 (0.000)] +2024-10-13 19:22:43,808 - Train: 91.99% [345250/375300] [276.0/300.0] [batch_t 0.188 (0.238)] [data_t 0.009] [optim_t 0.179] [lr 0.000077] [CE 2.958 (2.930)] [KD 0.000 (0.000)] +2024-10-13 19:23:01,463 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.236)] [top1_cnt 40442] [top5_cnt 47823] [top_all 50000] +2024-10-13 19:23:01,464 - net: 80.884 (95.646) +2024-10-13 19:23:13,859 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40741] [top5_cnt 47931] [top_all 50000] +2024-10-13 19:23:13,860 - net_E: 81.482 (95.862) +2024-10-13 19:23:14,001 - Max [top1: 80.940 (epoch: 274)] [top1-ema: 81.486 (epoch: 268)] +2024-10-13 19:23:14,002 - ==> Total time: 23:49:40 Eta: 2:04:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:23:22,481 - Train: 92.01% [345300/375300] [276.0/300.0] [batch_t 0.188 (0.291)] [data_t 0.009] [optim_t 0.179] [lr 0.000077] [CE 2.964 (2.975)] [KD 0.000 (0.000)] +2024-10-13 19:23:34,005 - Train: 92.02% [345350/375300] [276.1/300.0] [batch_t 0.185 (0.230)] [data_t 0.009] [optim_t 0.176] [lr 0.000076] [CE 3.031 (2.910)] [KD 0.000 (0.000)] +2024-10-13 19:23:45,622 - Train: 92.03% [345400/375300] [276.1/300.0] [batch_t 0.231 (0.232)] [data_t 0.009] [optim_t 0.222] [lr 0.000076] [CE 2.923 (2.896)] [KD 0.000 (0.000)] +2024-10-13 19:23:57,314 - Train: 92.05% [345450/375300] [276.1/300.0] [batch_t 0.218 (0.234)] [data_t 0.009] [optim_t 0.209] [lr 0.000076] [CE 2.877 (2.922)] [KD 0.000 (0.000)] +2024-10-13 19:24:08,822 - Train: 92.06% [345500/375300] [276.2/300.0] [batch_t 0.226 (0.230)] [data_t 0.009] [optim_t 0.218] [lr 0.000076] [CE 2.978 (2.957)] [KD 0.000 (0.000)] +2024-10-13 19:24:20,475 - Train: 92.07% [345550/375300] [276.2/300.0] [batch_t 0.209 (0.233)] [data_t 0.009] [optim_t 0.200] [lr 0.000076] [CE 2.847 (2.940)] [KD 0.000 (0.000)] +2024-10-13 19:24:32,243 - Train: 92.09% [345600/375300] [276.3/300.0] [batch_t 0.225 (0.235)] [data_t 0.009] [optim_t 0.216] [lr 0.000076] [CE 2.966 (2.913)] [KD 0.000 (0.000)] +2024-10-13 19:24:43,768 - Train: 92.10% [345650/375300] [276.3/300.0] [batch_t 0.220 (0.230)] [data_t 0.009] [optim_t 0.211] [lr 0.000076] [CE 2.940 (2.904)] [KD 0.000 (0.000)] +2024-10-13 19:24:55,365 - Train: 92.11% [345700/375300] [276.3/300.0] [batch_t 0.239 (0.232)] [data_t 0.009] [optim_t 0.230] [lr 0.000075] [CE 3.070 (2.925)] [KD 0.000 (0.000)] +2024-10-13 19:25:06,714 - Train: 92.13% [345750/375300] [276.4/300.0] [batch_t 0.238 (0.227)] [data_t 0.009] [optim_t 0.229] [lr 0.000075] [CE 2.662 (2.902)] [KD 0.000 (0.000)] +2024-10-13 19:25:18,075 - Train: 92.14% [345800/375300] [276.4/300.0] [batch_t 0.207 (0.227)] [data_t 0.009] [optim_t 0.199] [lr 0.000075] [CE 2.764 (2.912)] [KD 0.000 (0.000)] +2024-10-13 19:25:29,561 - Train: 92.15% [345850/375300] [276.5/300.0] [batch_t 0.192 (0.230)] [data_t 0.009] [optim_t 0.183] [lr 0.000075] [CE 2.818 (2.928)] [KD 0.000 (0.000)] +2024-10-13 19:25:41,310 - Train: 92.17% [345900/375300] [276.5/300.0] [batch_t 0.282 (0.235)] [data_t 0.009] [optim_t 0.274] [lr 0.000075] [CE 3.077 (2.944)] [KD 0.000 (0.000)] +2024-10-13 19:25:53,279 - Train: 92.18% [345950/375300] [276.5/300.0] [batch_t 0.184 (0.239)] [data_t 0.009] [optim_t 0.175] [lr 0.000075] [CE 3.071 (2.900)] [KD 0.000 (0.000)] +2024-10-13 19:26:05,388 - Train: 92.19% [346000/375300] [276.6/300.0] [batch_t 0.221 (0.242)] [data_t 0.009] [optim_t 0.212] [lr 0.000074] [CE 2.797 (2.923)] [KD 0.000 (0.000)] +2024-10-13 19:26:17,922 - Train: 92.21% [346050/375300] [276.6/300.0] [batch_t 0.264 (0.251)] [data_t 0.009] [optim_t 0.255] [lr 0.000074] [CE 2.781 (2.891)] [KD 0.000 (0.000)] +2024-10-13 19:26:30,205 - Train: 92.22% [346100/375300] [276.7/300.0] [batch_t 0.246 (0.246)] [data_t 0.009] [optim_t 0.237] [lr 0.000074] [CE 2.877 (2.920)] [KD 0.000 (0.000)] +2024-10-13 19:26:42,597 - Train: 92.23% [346150/375300] [276.7/300.0] [batch_t 0.258 (0.248)] [data_t 0.009] [optim_t 0.249] [lr 0.000074] [CE 2.985 (2.951)] [KD 0.000 (0.000)] +2024-10-13 19:26:54,708 - Train: 92.25% [346200/375300] [276.7/300.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000074] [CE 3.007 (2.964)] [KD 0.000 (0.000)] +2024-10-13 19:27:06,777 - Train: 92.26% [346250/375300] [276.8/300.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.000074] [CE 2.969 (2.949)] [KD 0.000 (0.000)] +2024-10-13 19:27:19,066 - Train: 92.27% [346300/375300] [276.8/300.0] [batch_t 0.265 (0.246)] [data_t 0.009] [optim_t 0.256] [lr 0.000074] [CE 2.719 (2.936)] [KD 0.000 (0.000)] +2024-10-13 19:27:31,069 - Train: 92.29% [346350/375300] [276.9/300.0] [batch_t 0.253 (0.240)] [data_t 0.009] [optim_t 0.244] [lr 0.000073] [CE 2.860 (2.933)] [KD 0.000 (0.000)] +2024-10-13 19:27:43,597 - Train: 92.30% [346400/375300] [276.9/300.0] [batch_t 0.184 (0.250)] [data_t 0.009] [optim_t 0.175] [lr 0.000073] [CE 2.976 (2.904)] [KD 0.000 (0.000)] +2024-10-13 19:27:55,613 - Train: 92.31% [346450/375300] [276.9/300.0] [batch_t 0.230 (0.240)] [data_t 0.009] [optim_t 0.221] [lr 0.000073] [CE 2.774 (2.924)] [KD 0.000 (0.000)] +2024-10-13 19:28:07,995 - Train: 92.33% [346500/375300] [277.0/300.0] [batch_t 0.271 (0.248)] [data_t 0.009] [optim_t 0.262] [lr 0.000073] [CE 2.845 (2.944)] [KD 0.000 (0.000)] +2024-10-13 19:28:26,425 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40514] [top5_cnt 47844] [top_all 50000] +2024-10-13 19:28:26,425 - net: 81.028 (95.688) +2024-10-13 19:28:38,832 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40744] [top5_cnt 47921] [top_all 50000] +2024-10-13 19:28:38,833 - net_E: 81.488 (95.842) +2024-10-13 19:28:38,983 - Max [top1: 81.028 (epoch: 277)] [top1-ema: 81.488 (epoch: 277)] +2024-10-13 19:28:38,983 - ==> Total time: 23:55:05 Eta: 1:59:09 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:28:49,722 - Train: 92.34% [346550/375300] [277.0/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.000073] [CE 2.868 (2.981)] [KD 0.000 (0.000)] +2024-10-13 19:29:01,329 - Train: 92.35% [346600/375300] [277.1/300.0] [batch_t 0.185 (0.232)] [data_t 0.009] [optim_t 0.176] [lr 0.000073] [CE 3.163 (2.909)] [KD 0.000 (0.000)] +2024-10-13 19:29:12,995 - Train: 92.37% [346650/375300] [277.1/300.0] [batch_t 0.187 (0.233)] [data_t 0.009] [optim_t 0.179] [lr 0.000073] [CE 2.358 (2.889)] [KD 0.000 (0.000)] +2024-10-13 19:29:24,670 - Train: 92.38% [346700/375300] [277.1/300.0] [batch_t 0.186 (0.233)] [data_t 0.009] [optim_t 0.177] [lr 0.000072] [CE 2.826 (2.901)] [KD 0.000 (0.000)] +2024-10-13 19:29:36,849 - Train: 92.39% [346750/375300] [277.2/300.0] [batch_t 0.208 (0.243)] [data_t 0.011] [optim_t 0.197] [lr 0.000072] [CE 3.126 (2.942)] [KD 0.000 (0.000)] +2024-10-13 19:29:48,807 - Train: 92.41% [346800/375300] [277.2/300.0] [batch_t 0.241 (0.239)] [data_t 0.009] [optim_t 0.232] [lr 0.000072] [CE 3.048 (2.962)] [KD 0.000 (0.000)] +2024-10-13 19:30:00,819 - Train: 92.42% [346850/375300] [277.3/300.0] [batch_t 0.258 (0.240)] [data_t 0.009] [optim_t 0.249] [lr 0.000072] [CE 2.745 (2.911)] [KD 0.000 (0.000)] +2024-10-13 19:30:12,779 - Train: 92.43% [346900/375300] [277.3/300.0] [batch_t 0.203 (0.239)] [data_t 0.009] [optim_t 0.194] [lr 0.000072] [CE 3.215 (2.959)] [KD 0.000 (0.000)] +2024-10-13 19:30:24,428 - Train: 92.45% [346950/375300] [277.3/300.0] [batch_t 0.223 (0.233)] [data_t 0.009] [optim_t 0.214] [lr 0.000072] [CE 3.055 (2.912)] [KD 0.000 (0.000)] +2024-10-13 19:30:36,481 - Train: 92.46% [347000/375300] [277.4/300.0] [batch_t 0.271 (0.241)] [data_t 0.009] [optim_t 0.262] [lr 0.000071] [CE 2.924 (2.909)] [KD 0.000 (0.000)] +2024-10-13 19:30:48,341 - Train: 92.47% [347050/375300] [277.4/300.0] [batch_t 0.188 (0.237)] [data_t 0.009] [optim_t 0.179] [lr 0.000071] [CE 2.876 (2.936)] [KD 0.000 (0.000)] +2024-10-13 19:31:00,760 - Train: 92.49% [347100/375300] [277.5/300.0] [batch_t 0.242 (0.248)] [data_t 0.009] [optim_t 0.233] [lr 0.000071] [CE 2.834 (2.932)] [KD 0.000 (0.000)] +2024-10-13 19:31:13,046 - Train: 92.50% [347150/375300] [277.5/300.0] [batch_t 0.261 (0.246)] [data_t 0.009] [optim_t 0.251] [lr 0.000071] [CE 3.105 (2.943)] [KD 0.000 (0.000)] +2024-10-13 19:31:25,180 - Train: 92.51% [347200/375300] [277.5/300.0] [batch_t 0.189 (0.243)] [data_t 0.009] [optim_t 0.180] [lr 0.000071] [CE 2.574 (2.922)] [KD 0.000 (0.000)] +2024-10-13 19:31:36,556 - Train: 92.53% [347250/375300] [277.6/300.0] [batch_t 0.197 (0.227)] [data_t 0.009] [optim_t 0.188] [lr 0.000071] [CE 2.865 (2.893)] [KD 0.000 (0.000)] +2024-10-13 19:31:48,374 - Train: 92.54% [347300/375300] [277.6/300.0] [batch_t 0.264 (0.236)] [data_t 0.009] [optim_t 0.255] [lr 0.000071] [CE 2.807 (2.931)] [KD 0.000 (0.000)] +2024-10-13 19:32:00,242 - Train: 92.55% [347350/375300] [277.7/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.178] [lr 0.000070] [CE 2.988 (2.929)] [KD 0.000 (0.000)] +2024-10-13 19:32:12,462 - Train: 92.57% [347400/375300] [277.7/300.0] [batch_t 0.288 (0.244)] [data_t 0.009] [optim_t 0.279] [lr 0.000070] [CE 2.989 (2.898)] [KD 0.000 (0.000)] +2024-10-13 19:32:24,327 - Train: 92.58% [347450/375300] [277.7/300.0] [batch_t 0.249 (0.237)] [data_t 0.009] [optim_t 0.240] [lr 0.000070] [CE 2.912 (2.910)] [KD 0.000 (0.000)] +2024-10-13 19:32:36,096 - Train: 92.59% [347500/375300] [277.8/300.0] [batch_t 0.204 (0.235)] [data_t 0.009] [optim_t 0.195] [lr 0.000070] [CE 2.949 (2.981)] [KD 0.000 (0.000)] +2024-10-13 19:32:48,215 - Train: 92.61% [347550/375300] [277.8/300.0] [batch_t 0.189 (0.242)] [data_t 0.009] [optim_t 0.180] [lr 0.000070] [CE 3.226 (2.917)] [KD 0.000 (0.000)] +2024-10-13 19:33:00,569 - Train: 92.62% [347600/375300] [277.9/300.0] [batch_t 0.200 (0.247)] [data_t 0.009] [optim_t 0.191] [lr 0.000070] [CE 3.134 (2.939)] [KD 0.000 (0.000)] +2024-10-13 19:33:12,741 - Train: 92.63% [347650/375300] [277.9/300.0] [batch_t 0.202 (0.243)] [data_t 0.009] [optim_t 0.193] [lr 0.000070] [CE 2.948 (2.900)] [KD 0.000 (0.000)] +2024-10-13 19:33:24,717 - Train: 92.65% [347700/375300] [277.9/300.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.000069] [CE 2.814 (2.917)] [KD 0.000 (0.000)] +2024-10-13 19:33:36,430 - Train: 92.66% [347750/375300] [278.0/300.0] [batch_t 0.264 (0.234)] [data_t 0.009] [optim_t 0.255] [lr 0.000069] [CE 3.111 (2.914)] [KD 0.000 (0.000)] +2024-10-13 19:33:54,772 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40543] [top5_cnt 47802] [top_all 50000] +2024-10-13 19:33:54,772 - net: 81.086 (95.604) +2024-10-13 19:34:07,621 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.251)] [top1_cnt 40774] [top5_cnt 47937] [top_all 50000] +2024-10-13 19:34:07,622 - net_E: 81.548 (95.874) +2024-10-13 19:34:07,762 - Max [top1: 81.086 (epoch: 278)] [top1-ema: 81.548 (epoch: 278)] +2024-10-13 19:34:07,762 - ==> Total time: 1 day, 0:00:34 Eta: 1:54:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:34:18,806 - Train: 92.67% [347800/375300] [278.0/300.0] [batch_t 0.194 (0.263)] [data_t 0.009] [optim_t 0.185] [lr 0.000069] [CE 2.864 (2.949)] [KD 0.000 (0.000)] +2024-10-13 19:34:29,651 - Train: 92.69% [347850/375300] [278.1/300.0] [batch_t 0.238 (0.217)] [data_t 0.059] [optim_t 0.178] [lr 0.000069] [CE 3.101 (2.917)] [KD 0.000 (0.000)] +2024-10-13 19:34:41,598 - Train: 92.70% [347900/375300] [278.1/300.0] [batch_t 0.211 (0.239)] [data_t 0.032] [optim_t 0.179] [lr 0.000069] [CE 2.858 (2.929)] [KD 0.000 (0.000)] +2024-10-13 19:34:53,419 - Train: 92.71% [347950/375300] [278.1/300.0] [batch_t 0.221 (0.236)] [data_t 0.042] [optim_t 0.179] [lr 0.000069] [CE 3.015 (2.923)] [KD 0.000 (0.000)] +2024-10-13 19:35:05,530 - Train: 92.73% [348000/375300] [278.2/300.0] [batch_t 0.331 (0.242)] [data_t 0.019] [optim_t 0.312] [lr 0.000069] [CE 2.978 (2.940)] [KD 0.000 (0.000)] +2024-10-13 19:35:17,864 - Train: 92.74% [348050/375300] [278.2/300.0] [batch_t 0.310 (0.247)] [data_t 0.009] [optim_t 0.301] [lr 0.000068] [CE 2.967 (2.945)] [KD 0.000 (0.000)] +2024-10-13 19:35:29,961 - Train: 92.75% [348100/375300] [278.3/300.0] [batch_t 0.214 (0.242)] [data_t 0.009] [optim_t 0.205] [lr 0.000068] [CE 2.706 (2.904)] [KD 0.000 (0.000)] +2024-10-13 19:35:42,087 - Train: 92.77% [348150/375300] [278.3/300.0] [batch_t 0.232 (0.242)] [data_t 0.009] [optim_t 0.223] [lr 0.000068] [CE 2.984 (2.910)] [KD 0.000 (0.000)] +2024-10-13 19:35:54,298 - Train: 92.78% [348200/375300] [278.3/300.0] [batch_t 0.231 (0.244)] [data_t 0.009] [optim_t 0.222] [lr 0.000068] [CE 2.806 (2.919)] [KD 0.000 (0.000)] +2024-10-13 19:36:06,402 - Train: 92.79% [348250/375300] [278.4/300.0] [batch_t 0.245 (0.242)] [data_t 0.009] [optim_t 0.236] [lr 0.000068] [CE 2.642 (2.903)] [KD 0.000 (0.000)] +2024-10-13 19:36:18,367 - Train: 92.81% [348300/375300] [278.4/300.0] [batch_t 0.261 (0.239)] [data_t 0.009] [optim_t 0.252] [lr 0.000068] [CE 3.130 (2.933)] [KD 0.000 (0.000)] +2024-10-13 19:36:30,453 - Train: 92.82% [348350/375300] [278.5/300.0] [batch_t 0.336 (0.242)] [data_t 0.009] [optim_t 0.327] [lr 0.000068] [CE 3.133 (2.951)] [KD 0.000 (0.000)] +2024-10-13 19:36:42,682 - Train: 92.83% [348400/375300] [278.5/300.0] [batch_t 0.255 (0.244)] [data_t 0.009] [optim_t 0.246] [lr 0.000067] [CE 2.819 (2.922)] [KD 0.000 (0.000)] +2024-10-13 19:36:55,185 - Train: 92.85% [348450/375300] [278.5/300.0] [batch_t 0.254 (0.250)] [data_t 0.009] [optim_t 0.245] [lr 0.000067] [CE 3.148 (2.970)] [KD 0.000 (0.000)] +2024-10-13 19:37:07,144 - Train: 92.86% [348500/375300] [278.6/300.0] [batch_t 0.252 (0.239)] [data_t 0.009] [optim_t 0.243] [lr 0.000067] [CE 2.849 (2.917)] [KD 0.000 (0.000)] +2024-10-13 19:37:19,397 - Train: 92.87% [348550/375300] [278.6/300.0] [batch_t 0.202 (0.245)] [data_t 0.009] [optim_t 0.193] [lr 0.000067] [CE 2.830 (2.897)] [KD 0.000 (0.000)] +2024-10-13 19:37:31,765 - Train: 92.89% [348600/375300] [278.7/300.0] [batch_t 0.295 (0.247)] [data_t 0.009] [optim_t 0.286] [lr 0.000067] [CE 2.924 (2.903)] [KD 0.000 (0.000)] +2024-10-13 19:37:43,750 - Train: 92.90% [348650/375300] [278.7/300.0] [batch_t 0.279 (0.240)] [data_t 0.009] [optim_t 0.269] [lr 0.000067] [CE 2.906 (2.952)] [KD 0.000 (0.000)] +2024-10-13 19:37:55,811 - Train: 92.91% [348700/375300] [278.7/300.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000067] [CE 3.225 (2.944)] [KD 0.000 (0.000)] +2024-10-13 19:38:08,087 - Train: 92.93% [348750/375300] [278.8/300.0] [batch_t 0.191 (0.245)] [data_t 0.009] [optim_t 0.182] [lr 0.000067] [CE 2.929 (2.890)] [KD 0.000 (0.000)] +2024-10-13 19:38:20,209 - Train: 92.94% [348800/375300] [278.8/300.0] [batch_t 0.265 (0.242)] [data_t 0.009] [optim_t 0.256] [lr 0.000066] [CE 3.123 (2.906)] [KD 0.000 (0.000)] +2024-10-13 19:38:32,357 - Train: 92.95% [348850/375300] [278.9/300.0] [batch_t 0.186 (0.243)] [data_t 0.009] [optim_t 0.177] [lr 0.000066] [CE 2.579 (2.907)] [KD 0.000 (0.000)] +2024-10-13 19:38:44,534 - Train: 92.97% [348900/375300] [278.9/300.0] [batch_t 0.188 (0.243)] [data_t 0.009] [optim_t 0.179] [lr 0.000066] [CE 2.976 (2.922)] [KD 0.000 (0.000)] +2024-10-13 19:38:56,593 - Train: 92.98% [348950/375300] [278.9/300.0] [batch_t 0.303 (0.241)] [data_t 0.009] [optim_t 0.294] [lr 0.000066] [CE 3.187 (2.917)] [KD 0.000 (0.000)] +2024-10-13 19:39:08,754 - Train: 92.99% [349000/375300] [279.0/300.0] [batch_t 0.242 (0.243)] [data_t 0.009] [optim_t 0.233] [lr 0.000066] [CE 2.870 (2.883)] [KD 0.000 (0.000)] +2024-10-13 19:39:27,247 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40514] [top5_cnt 47817] [top_all 50000] +2024-10-13 19:39:27,248 - net: 81.028 (95.634) +2024-10-13 19:39:39,789 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40785] [top5_cnt 47933] [top_all 50000] +2024-10-13 19:39:39,790 - net_E: 81.570 (95.866) +2024-10-13 19:39:39,937 - Max [top1: 81.086 (epoch: 278)] [top1-ema: 81.570 (epoch: 279)] +2024-10-13 19:39:39,937 - ==> Total time: 1 day, 0:06:06 Eta: 1:48:50 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:39:49,583 - Train: 93.01% [349050/375300] [279.0/300.0] [batch_t 0.439 (0.260)] [data_t 0.009] [optim_t 0.431] [lr 0.000066] [CE 2.841 (2.931)] [KD 0.000 (0.000)] +2024-10-13 19:40:01,247 - Train: 93.02% [349100/375300] [279.1/300.0] [batch_t 0.206 (0.233)] [data_t 0.009] [optim_t 0.197] [lr 0.000066] [CE 3.182 (2.906)] [KD 0.000 (0.000)] +2024-10-13 19:40:13,437 - Train: 93.03% [349150/375300] [279.1/300.0] [batch_t 0.186 (0.244)] [data_t 0.009] [optim_t 0.177] [lr 0.000065] [CE 2.928 (2.831)] [KD 0.000 (0.000)] +2024-10-13 19:40:25,500 - Train: 93.05% [349200/375300] [279.1/300.0] [batch_t 0.282 (0.241)] [data_t 0.009] [optim_t 0.273] [lr 0.000065] [CE 2.868 (2.901)] [KD 0.000 (0.000)] +2024-10-13 19:40:37,788 - Train: 93.06% [349250/375300] [279.2/300.0] [batch_t 0.185 (0.246)] [data_t 0.009] [optim_t 0.176] [lr 0.000065] [CE 2.995 (2.927)] [KD 0.000 (0.000)] +2024-10-13 19:40:49,718 - Train: 93.07% [349300/375300] [279.2/300.0] [batch_t 0.235 (0.238)] [data_t 0.009] [optim_t 0.226] [lr 0.000065] [CE 2.708 (2.897)] [KD 0.000 (0.000)] +2024-10-13 19:41:01,726 - Train: 93.09% [349350/375300] [279.3/300.0] [batch_t 0.327 (0.240)] [data_t 0.009] [optim_t 0.318] [lr 0.000065] [CE 2.809 (2.920)] [KD 0.000 (0.000)] +2024-10-13 19:41:13,895 - Train: 93.10% [349400/375300] [279.3/300.0] [batch_t 0.262 (0.243)] [data_t 0.009] [optim_t 0.253] [lr 0.000065] [CE 3.080 (2.925)] [KD 0.000 (0.000)] +2024-10-13 19:41:25,912 - Train: 93.11% [349450/375300] [279.3/300.0] [batch_t 0.267 (0.240)] [data_t 0.009] [optim_t 0.258] [lr 0.000065] [CE 2.696 (2.886)] [KD 0.000 (0.000)] +2024-10-13 19:41:37,977 - Train: 93.13% [349500/375300] [279.4/300.0] [batch_t 0.209 (0.241)] [data_t 0.009] [optim_t 0.200] [lr 0.000065] [CE 2.853 (2.922)] [KD 0.000 (0.000)] +2024-10-13 19:41:50,291 - Train: 93.14% [349550/375300] [279.4/300.0] [batch_t 0.338 (0.246)] [data_t 0.009] [optim_t 0.329] [lr 0.000064] [CE 2.799 (2.939)] [KD 0.000 (0.000)] +2024-10-13 19:42:01,889 - Train: 93.15% [349600/375300] [279.5/300.0] [batch_t 0.268 (0.232)] [data_t 0.009] [optim_t 0.259] [lr 0.000064] [CE 2.976 (2.926)] [KD 0.000 (0.000)] +2024-10-13 19:42:13,916 - Train: 93.17% [349650/375300] [279.5/300.0] [batch_t 0.277 (0.240)] [data_t 0.009] [optim_t 0.268] [lr 0.000064] [CE 2.921 (2.929)] [KD 0.000 (0.000)] +2024-10-13 19:42:25,849 - Train: 93.18% [349700/375300] [279.5/300.0] [batch_t 0.213 (0.239)] [data_t 0.009] [optim_t 0.204] [lr 0.000064] [CE 3.123 (2.923)] [KD 0.000 (0.000)] +2024-10-13 19:42:37,694 - Train: 93.19% [349750/375300] [279.6/300.0] [batch_t 0.211 (0.237)] [data_t 0.009] [optim_t 0.202] [lr 0.000064] [CE 3.013 (2.890)] [KD 0.000 (0.000)] +2024-10-13 19:42:49,729 - Train: 93.21% [349800/375300] [279.6/300.0] [batch_t 0.189 (0.241)] [data_t 0.009] [optim_t 0.181] [lr 0.000064] [CE 3.178 (2.932)] [KD 0.000 (0.000)] +2024-10-13 19:43:01,898 - Train: 93.22% [349850/375300] [279.7/300.0] [batch_t 0.287 (0.243)] [data_t 0.009] [optim_t 0.278] [lr 0.000064] [CE 2.683 (2.905)] [KD 0.000 (0.000)] +2024-10-13 19:43:13,933 - Train: 93.23% [349900/375300] [279.7/300.0] [batch_t 0.246 (0.241)] [data_t 0.009] [optim_t 0.237] [lr 0.000063] [CE 2.980 (2.923)] [KD 0.000 (0.000)] +2024-10-13 19:43:26,218 - Train: 93.25% [349950/375300] [279.7/300.0] [batch_t 0.250 (0.246)] [data_t 0.009] [optim_t 0.241] [lr 0.000063] [CE 2.571 (2.920)] [KD 0.000 (0.000)] +2024-10-13 19:43:38,305 - Train: 93.26% [350000/375300] [279.8/300.0] [batch_t 0.272 (0.242)] [data_t 0.009] [optim_t 0.262] [lr 0.000063] [CE 3.211 (2.914)] [KD 0.000 (0.000)] +2024-10-13 19:43:50,386 - Train: 93.27% [350050/375300] [279.8/300.0] [batch_t 0.234 (0.242)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 3.005 (2.932)] [KD 0.000 (0.000)] +2024-10-13 19:44:02,542 - Train: 93.29% [350100/375300] [279.9/300.0] [batch_t 0.187 (0.243)] [data_t 0.009] [optim_t 0.178] [lr 0.000063] [CE 3.107 (2.929)] [KD 0.000 (0.000)] +2024-10-13 19:44:14,906 - Train: 93.30% [350150/375300] [279.9/300.0] [batch_t 0.230 (0.247)] [data_t 0.009] [optim_t 0.221] [lr 0.000063] [CE 2.863 (2.907)] [KD 0.000 (0.000)] +2024-10-13 19:44:26,928 - Train: 93.31% [350200/375300] [279.9/300.0] [batch_t 0.214 (0.240)] [data_t 0.009] [optim_t 0.205] [lr 0.000063] [CE 2.979 (2.860)] [KD 0.000 (0.000)] +2024-10-13 19:44:39,071 - Train: 93.33% [350250/375300] [280.0/300.0] [batch_t 0.235 (0.243)] [data_t 0.009] [optim_t 0.226] [lr 0.000063] [CE 2.649 (2.913)] [KD 0.000 (0.000)] +2024-10-13 19:44:58,010 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40526] [top5_cnt 47850] [top_all 50000] +2024-10-13 19:44:58,011 - net: 81.052 (95.700) +2024-10-13 19:45:10,341 - Test (net_E): 100.00% [50/50] [batch_t 0.080 (0.240)] [top1_cnt 40764] [top5_cnt 47932] [top_all 50000] +2024-10-13 19:45:10,341 - net_E: 81.528 (95.864) +2024-10-13 19:45:10,480 - Max [top1: 81.086 (epoch: 278)] [top1-ema: 81.570 (epoch: 279)] +2024-10-13 19:45:10,480 - ==> Total time: 1 day, 0:11:37 Eta: 1:43:41 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:45:18,110 - Train: 93.34% [350300/375300] [280.0/300.0] [batch_t 0.187 (0.311)] [data_t 0.009] [optim_t 0.178] [lr 0.000062] [CE 2.927 (2.923)] [KD 0.000 (0.000)] +2024-10-13 19:45:30,229 - Train: 93.35% [350350/375300] [280.1/300.0] [batch_t 0.254 (0.242)] [data_t 0.009] [optim_t 0.245] [lr 0.000062] [CE 2.736 (2.926)] [KD 0.000 (0.000)] +2024-10-13 19:45:42,516 - Train: 93.37% [350400/375300] [280.1/300.0] [batch_t 0.233 (0.246)] [data_t 0.009] [optim_t 0.224] [lr 0.000062] [CE 2.710 (2.927)] [KD 0.000 (0.000)] +2024-10-13 19:45:54,055 - Train: 93.38% [350450/375300] [280.1/300.0] [batch_t 0.249 (0.231)] [data_t 0.009] [optim_t 0.240] [lr 0.000062] [CE 2.820 (2.936)] [KD 0.000 (0.000)] +2024-10-13 19:46:05,668 - Train: 93.39% [350500/375300] [280.2/300.0] [batch_t 0.192 (0.232)] [data_t 0.009] [optim_t 0.183] [lr 0.000062] [CE 3.119 (2.948)] [KD 0.000 (0.000)] +2024-10-13 19:46:17,648 - Train: 93.41% [350550/375300] [280.2/300.0] [batch_t 0.188 (0.239)] [data_t 0.009] [optim_t 0.179] [lr 0.000062] [CE 3.079 (2.936)] [KD 0.000 (0.000)] +2024-10-13 19:46:28,902 - Train: 93.42% [350600/375300] [280.3/300.0] [batch_t 0.188 (0.225)] [data_t 0.009] [optim_t 0.179] [lr 0.000062] [CE 2.775 (2.951)] [KD 0.000 (0.000)] +2024-10-13 19:46:40,312 - Train: 93.43% [350650/375300] [280.3/300.0] [batch_t 0.236 (0.228)] [data_t 0.009] [optim_t 0.227] [lr 0.000062] [CE 2.955 (2.876)] [KD 0.000 (0.000)] +2024-10-13 19:46:51,876 - Train: 93.45% [350700/375300] [280.3/300.0] [batch_t 0.190 (0.231)] [data_t 0.009] [optim_t 0.181] [lr 0.000061] [CE 2.997 (2.875)] [KD 0.000 (0.000)] +2024-10-13 19:47:03,708 - Train: 93.46% [350750/375300] [280.4/300.0] [batch_t 0.185 (0.237)] [data_t 0.009] [optim_t 0.176] [lr 0.000061] [CE 2.930 (2.944)] [KD 0.000 (0.000)] +2024-10-13 19:47:15,131 - Train: 93.47% [350800/375300] [280.4/300.0] [batch_t 0.187 (0.228)] [data_t 0.009] [optim_t 0.177] [lr 0.000061] [CE 2.719 (2.895)] [KD 0.000 (0.000)] +2024-10-13 19:47:27,206 - Train: 93.49% [350850/375300] [280.5/300.0] [batch_t 0.236 (0.241)] [data_t 0.009] [optim_t 0.227] [lr 0.000061] [CE 2.886 (2.908)] [KD 0.000 (0.000)] +2024-10-13 19:47:39,343 - Train: 93.50% [350900/375300] [280.5/300.0] [batch_t 0.231 (0.243)] [data_t 0.009] [optim_t 0.222] [lr 0.000061] [CE 2.655 (2.900)] [KD 0.000 (0.000)] +2024-10-13 19:47:51,401 - Train: 93.51% [350950/375300] [280.5/300.0] [batch_t 0.268 (0.241)] [data_t 0.009] [optim_t 0.259] [lr 0.000061] [CE 2.786 (2.926)] [KD 0.000 (0.000)] +2024-10-13 19:48:03,483 - Train: 93.53% [351000/375300] [280.6/300.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000061] [CE 2.709 (2.940)] [KD 0.000 (0.000)] +2024-10-13 19:48:15,424 - Train: 93.54% [351050/375300] [280.6/300.0] [batch_t 0.231 (0.239)] [data_t 0.009] [optim_t 0.223] [lr 0.000060] [CE 2.808 (2.913)] [KD 0.000 (0.000)] +2024-10-13 19:48:27,523 - Train: 93.55% [351100/375300] [280.7/300.0] [batch_t 0.225 (0.242)] [data_t 0.009] [optim_t 0.216] [lr 0.000060] [CE 3.122 (2.902)] [KD 0.000 (0.000)] +2024-10-13 19:48:39,966 - Train: 93.57% [351150/375300] [280.7/300.0] [batch_t 0.259 (0.249)] [data_t 0.009] [optim_t 0.250] [lr 0.000060] [CE 3.084 (2.877)] [KD 0.000 (0.000)] +2024-10-13 19:48:52,025 - Train: 93.58% [351200/375300] [280.7/300.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.000060] [CE 3.255 (2.905)] [KD 0.000 (0.000)] +2024-10-13 19:49:04,031 - Train: 93.59% [351250/375300] [280.8/300.0] [batch_t 0.212 (0.240)] [data_t 0.009] [optim_t 0.203] [lr 0.000060] [CE 2.852 (2.907)] [KD 0.000 (0.000)] +2024-10-13 19:49:16,064 - Train: 93.61% [351300/375300] [280.8/300.0] [batch_t 0.245 (0.241)] [data_t 0.009] [optim_t 0.236] [lr 0.000060] [CE 2.915 (2.911)] [KD 0.000 (0.000)] +2024-10-13 19:49:28,018 - Train: 93.62% [351350/375300] [280.9/300.0] [batch_t 0.186 (0.239)] [data_t 0.009] [optim_t 0.177] [lr 0.000060] [CE 2.942 (2.940)] [KD 0.000 (0.000)] +2024-10-13 19:49:39,702 - Train: 93.63% [351400/375300] [280.9/300.0] [batch_t 0.229 (0.234)] [data_t 0.009] [optim_t 0.220] [lr 0.000060] [CE 3.072 (2.926)] [KD 0.000 (0.000)] +2024-10-13 19:49:51,391 - Train: 93.65% [351450/375300] [280.9/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.000059] [CE 2.960 (2.919)] [KD 0.000 (0.000)] +2024-10-13 19:50:03,373 - Train: 93.66% [351500/375300] [281.0/300.0] [batch_t 0.273 (0.240)] [data_t 0.009] [optim_t 0.264] [lr 0.000059] [CE 3.020 (2.913)] [KD 0.000 (0.000)] +2024-10-13 19:50:21,989 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.237)] [top1_cnt 40567] [top5_cnt 47851] [top_all 50000] +2024-10-13 19:50:21,989 - net: 81.134 (95.702) +2024-10-13 19:50:34,153 - Test (net_E): 100.00% [50/50] [batch_t 0.089 (0.237)] [top1_cnt 40735] [top5_cnt 47934] [top_all 50000] +2024-10-13 19:50:34,154 - net_E: 81.470 (95.868) +2024-10-13 19:50:34,295 - Max [top1: 81.134 (epoch: 281)] [top1-ema: 81.570 (epoch: 279)] +2024-10-13 19:50:34,295 - ==> Total time: 1 day, 0:17:01 Eta: 1:38:31 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:50:44,161 - Train: 93.67% [351550/375300] [281.0/300.0] [batch_t 0.186 (0.270)] [data_t 0.009] [optim_t 0.178] [lr 0.000059] [CE 3.092 (2.867)] [KD 0.000 (0.000)] +2024-10-13 19:50:56,208 - Train: 93.69% [351600/375300] [281.1/300.0] [batch_t 0.186 (0.241)] [data_t 0.009] [optim_t 0.177] [lr 0.000059] [CE 2.994 (2.893)] [KD 0.000 (0.000)] +2024-10-13 19:51:08,893 - Train: 93.70% [351650/375300] [281.1/300.0] [batch_t 0.229 (0.254)] [data_t 0.051] [optim_t 0.177] [lr 0.000059] [CE 2.849 (2.906)] [KD 0.000 (0.000)] +2024-10-13 19:51:21,665 - Train: 93.71% [351700/375300] [281.1/300.0] [batch_t 0.189 (0.255)] [data_t 0.009] [optim_t 0.180] [lr 0.000059] [CE 2.952 (2.901)] [KD 0.000 (0.000)] +2024-10-13 19:51:33,580 - Train: 93.73% [351750/375300] [281.2/300.0] [batch_t 0.241 (0.238)] [data_t 0.066] [optim_t 0.176] [lr 0.000059] [CE 2.960 (2.921)] [KD 0.000 (0.000)] +2024-10-13 19:51:45,972 - Train: 93.74% [351800/375300] [281.2/300.0] [batch_t 0.231 (0.248)] [data_t 0.055] [optim_t 0.176] [lr 0.000059] [CE 2.819 (2.901)] [KD 0.000 (0.000)] +2024-10-13 19:51:58,084 - Train: 93.75% [351850/375300] [281.3/300.0] [batch_t 0.185 (0.242)] [data_t 0.009] [optim_t 0.176] [lr 0.000059] [CE 3.001 (2.899)] [KD 0.000 (0.000)] +2024-10-13 19:52:10,371 - Train: 93.76% [351900/375300] [281.3/300.0] [batch_t 0.264 (0.246)] [data_t 0.085] [optim_t 0.179] [lr 0.000058] [CE 2.755 (2.866)] [KD 0.000 (0.000)] +2024-10-13 19:52:22,868 - Train: 93.78% [351950/375300] [281.3/300.0] [batch_t 0.304 (0.250)] [data_t 0.129] [optim_t 0.174] [lr 0.000058] [CE 3.057 (2.882)] [KD 0.000 (0.000)] +2024-10-13 19:52:35,123 - Train: 93.79% [352000/375300] [281.4/300.0] [batch_t 0.282 (0.245)] [data_t 0.108] [optim_t 0.174] [lr 0.000058] [CE 3.066 (2.908)] [KD 0.000 (0.000)] +2024-10-13 19:52:47,704 - Train: 93.80% [352050/375300] [281.4/300.0] [batch_t 0.227 (0.252)] [data_t 0.051] [optim_t 0.176] [lr 0.000058] [CE 2.743 (2.892)] [KD 0.000 (0.000)] +2024-10-13 19:52:59,895 - Train: 93.82% [352100/375300] [281.5/300.0] [batch_t 0.277 (0.244)] [data_t 0.102] [optim_t 0.174] [lr 0.000058] [CE 2.629 (2.944)] [KD 0.000 (0.000)] +2024-10-13 19:53:12,336 - Train: 93.83% [352150/375300] [281.5/300.0] [batch_t 0.251 (0.249)] [data_t 0.070] [optim_t 0.180] [lr 0.000058] [CE 2.969 (2.923)] [KD 0.000 (0.000)] +2024-10-13 19:53:24,614 - Train: 93.84% [352200/375300] [281.5/300.0] [batch_t 0.264 (0.245)] [data_t 0.088] [optim_t 0.175] [lr 0.000058] [CE 3.112 (2.919)] [KD 0.000 (0.000)] +2024-10-13 19:53:36,932 - Train: 93.86% [352250/375300] [281.6/300.0] [batch_t 0.198 (0.246)] [data_t 0.023] [optim_t 0.175] [lr 0.000058] [CE 2.993 (2.947)] [KD 0.000 (0.000)] +2024-10-13 19:53:48,978 - Train: 93.87% [352300/375300] [281.6/300.0] [batch_t 0.298 (0.241)] [data_t 0.123] [optim_t 0.175] [lr 0.000057] [CE 3.120 (2.929)] [KD 0.000 (0.000)] +2024-10-13 19:54:01,283 - Train: 93.88% [352350/375300] [281.7/300.0] [batch_t 0.325 (0.246)] [data_t 0.063] [optim_t 0.262] [lr 0.000057] [CE 2.882 (2.917)] [KD 0.000 (0.000)] +2024-10-13 19:54:13,720 - Train: 93.90% [352400/375300] [281.7/300.0] [batch_t 0.220 (0.249)] [data_t 0.047] [optim_t 0.173] [lr 0.000057] [CE 2.978 (2.915)] [KD 0.000 (0.000)] +2024-10-13 19:54:26,237 - Train: 93.91% [352450/375300] [281.7/300.0] [batch_t 0.263 (0.250)] [data_t 0.086] [optim_t 0.177] [lr 0.000057] [CE 3.028 (2.923)] [KD 0.000 (0.000)] +2024-10-13 19:54:38,720 - Train: 93.92% [352500/375300] [281.8/300.0] [batch_t 0.283 (0.250)] [data_t 0.106] [optim_t 0.177] [lr 0.000057] [CE 2.798 (2.924)] [KD 0.000 (0.000)] +2024-10-13 19:54:51,054 - Train: 93.94% [352550/375300] [281.8/300.0] [batch_t 0.251 (0.247)] [data_t 0.073] [optim_t 0.177] [lr 0.000057] [CE 2.797 (2.881)] [KD 0.000 (0.000)] +2024-10-13 19:55:03,429 - Train: 93.95% [352600/375300] [281.9/300.0] [batch_t 0.268 (0.247)] [data_t 0.091] [optim_t 0.177] [lr 0.000057] [CE 3.083 (2.892)] [KD 0.000 (0.000)] +2024-10-13 19:55:15,671 - Train: 93.96% [352650/375300] [281.9/300.0] [batch_t 0.206 (0.245)] [data_t 0.030] [optim_t 0.176] [lr 0.000057] [CE 2.918 (2.945)] [KD 0.000 (0.000)] +2024-10-13 19:55:27,863 - Train: 93.98% [352700/375300] [281.9/300.0] [batch_t 0.263 (0.244)] [data_t 0.009] [optim_t 0.254] [lr 0.000056] [CE 2.742 (2.873)] [KD 0.000 (0.000)] +2024-10-13 19:55:40,801 - Train: 93.99% [352750/375300] [282.0/300.0] [batch_t 0.267 (0.259)] [data_t 0.009] [optim_t 0.258] [lr 0.000056] [CE 2.598 (2.915)] [KD 0.000 (0.000)] +2024-10-13 19:56:00,478 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.247)] [top1_cnt 40612] [top5_cnt 47869] [top_all 50000] +2024-10-13 19:56:00,478 - net: 81.224 (95.738) +2024-10-13 19:56:12,829 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40739] [top5_cnt 47936] [top_all 50000] +2024-10-13 19:56:12,830 - net_E: 81.478 (95.872) +2024-10-13 19:56:12,999 - Max [top1: 81.224 (epoch: 282)] [top1-ema: 81.570 (epoch: 279)] +2024-10-13 19:56:12,999 - ==> Total time: 1 day, 0:22:39 Eta: 1:33:21 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 19:56:21,782 - Train: 94.00% [352800/375300] [282.0/300.0] [batch_t 0.187 (0.245)] [data_t 0.009] [optim_t 0.178] [lr 0.000056] [CE 3.041 (2.908)] [KD 0.000 (0.000)] +2024-10-13 19:56:33,453 - Train: 94.02% [352850/375300] [282.1/300.0] [batch_t 0.259 (0.233)] [data_t 0.009] [optim_t 0.249] [lr 0.000056] [CE 2.475 (2.864)] [KD 0.000 (0.000)] +2024-10-13 19:56:46,086 - Train: 94.03% [352900/375300] [282.1/300.0] [batch_t 0.216 (0.253)] [data_t 0.009] [optim_t 0.207] [lr 0.000056] [CE 2.744 (2.928)] [KD 0.000 (0.000)] +2024-10-13 19:56:58,502 - Train: 94.04% [352950/375300] [282.1/300.0] [batch_t 0.253 (0.248)] [data_t 0.009] [optim_t 0.244] [lr 0.000056] [CE 3.155 (2.929)] [KD 0.000 (0.000)] +2024-10-13 19:57:11,067 - Train: 94.06% [353000/375300] [282.2/300.0] [batch_t 0.389 (0.251)] [data_t 0.009] [optim_t 0.380] [lr 0.000056] [CE 2.673 (2.912)] [KD 0.000 (0.000)] +2024-10-13 19:57:23,456 - Train: 94.07% [353050/375300] [282.2/300.0] [batch_t 0.460 (0.248)] [data_t 0.009] [optim_t 0.451] [lr 0.000056] [CE 2.641 (2.936)] [KD 0.000 (0.000)] +2024-10-13 19:57:35,621 - Train: 94.08% [353100/375300] [282.3/300.0] [batch_t 0.250 (0.243)] [data_t 0.009] [optim_t 0.241] [lr 0.000056] [CE 2.915 (2.878)] [KD 0.000 (0.000)] +2024-10-13 19:57:47,960 - Train: 94.10% [353150/375300] [282.3/300.0] [batch_t 0.265 (0.247)] [data_t 0.009] [optim_t 0.256] [lr 0.000055] [CE 2.545 (2.931)] [KD 0.000 (0.000)] +2024-10-13 19:58:00,310 - Train: 94.11% [353200/375300] [282.3/300.0] [batch_t 0.224 (0.247)] [data_t 0.009] [optim_t 0.215] [lr 0.000055] [CE 2.817 (2.899)] [KD 0.000 (0.000)] +2024-10-13 19:58:12,393 - Train: 94.12% [353250/375300] [282.4/300.0] [batch_t 0.249 (0.242)] [data_t 0.009] [optim_t 0.239] [lr 0.000055] [CE 2.478 (2.893)] [KD 0.000 (0.000)] +2024-10-13 19:58:24,487 - Train: 94.14% [353300/375300] [282.4/300.0] [batch_t 0.249 (0.242)] [data_t 0.009] [optim_t 0.240] [lr 0.000055] [CE 2.974 (2.896)] [KD 0.000 (0.000)] +2024-10-13 19:58:36,728 - Train: 94.15% [353350/375300] [282.5/300.0] [batch_t 0.195 (0.245)] [data_t 0.009] [optim_t 0.186] [lr 0.000055] [CE 2.684 (2.886)] [KD 0.000 (0.000)] +2024-10-13 19:58:48,792 - Train: 94.16% [353400/375300] [282.5/300.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000055] [CE 2.837 (2.888)] [KD 0.000 (0.000)] +2024-10-13 19:59:00,850 - Train: 94.18% [353450/375300] [282.5/300.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.217] [lr 0.000055] [CE 3.016 (2.910)] [KD 0.000 (0.000)] +2024-10-13 19:59:13,003 - Train: 94.19% [353500/375300] [282.6/300.0] [batch_t 0.254 (0.243)] [data_t 0.009] [optim_t 0.245] [lr 0.000055] [CE 3.312 (2.909)] [KD 0.000 (0.000)] +2024-10-13 19:59:25,136 - Train: 94.20% [353550/375300] [282.6/300.0] [batch_t 0.207 (0.243)] [data_t 0.009] [optim_t 0.199] [lr 0.000055] [CE 2.883 (2.913)] [KD 0.000 (0.000)] +2024-10-13 19:59:37,284 - Train: 94.22% [353600/375300] [282.7/300.0] [batch_t 0.253 (0.243)] [data_t 0.009] [optim_t 0.244] [lr 0.000054] [CE 2.777 (2.904)] [KD 0.000 (0.000)] +2024-10-13 19:59:49,693 - Train: 94.23% [353650/375300] [282.7/300.0] [batch_t 0.215 (0.248)] [data_t 0.009] [optim_t 0.206] [lr 0.000054] [CE 3.094 (2.950)] [KD 0.000 (0.000)] +2024-10-13 20:00:01,748 - Train: 94.24% [353700/375300] [282.7/300.0] [batch_t 0.247 (0.241)] [data_t 0.009] [optim_t 0.238] [lr 0.000054] [CE 3.061 (2.885)] [KD 0.000 (0.000)] +2024-10-13 20:00:14,080 - Train: 94.26% [353750/375300] [282.8/300.0] [batch_t 0.256 (0.247)] [data_t 0.009] [optim_t 0.247] [lr 0.000054] [CE 2.863 (2.923)] [KD 0.000 (0.000)] +2024-10-13 20:00:26,408 - Train: 94.27% [353800/375300] [282.8/300.0] [batch_t 0.286 (0.246)] [data_t 0.009] [optim_t 0.277] [lr 0.000054] [CE 2.962 (2.879)] [KD 0.000 (0.000)] +2024-10-13 20:00:38,478 - Train: 94.28% [353850/375300] [282.9/300.0] [batch_t 0.195 (0.241)] [data_t 0.009] [optim_t 0.187] [lr 0.000054] [CE 2.938 (2.928)] [KD 0.000 (0.000)] +2024-10-13 20:00:51,194 - Train: 94.30% [353900/375300] [282.9/300.0] [batch_t 0.298 (0.254)] [data_t 0.009] [optim_t 0.289] [lr 0.000054] [CE 2.688 (2.924)] [KD 0.000 (0.000)] +2024-10-13 20:01:03,674 - Train: 94.31% [353950/375300] [282.9/300.0] [batch_t 0.267 (0.250)] [data_t 0.009] [optim_t 0.259] [lr 0.000054] [CE 2.755 (2.897)] [KD 0.000 (0.000)] +2024-10-13 20:01:16,170 - Train: 94.32% [354000/375300] [283.0/300.0] [batch_t 0.256 (0.250)] [data_t 0.009] [optim_t 0.247] [lr 0.000054] [CE 2.726 (2.885)] [KD 0.000 (0.000)] +2024-10-13 20:01:35,856 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40659] [top5_cnt 47840] [top_all 50000] +2024-10-13 20:01:35,856 - net: 81.318 (95.680) +2024-10-13 20:01:48,250 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40745] [top5_cnt 47935] [top_all 50000] +2024-10-13 20:01:48,250 - net_E: 81.490 (95.870) +2024-10-13 20:01:48,394 - Max [top1: 81.318 (epoch: 283)] [top1-ema: 81.570 (epoch: 279)] +2024-10-13 20:01:48,395 - ==> Total time: 1 day, 0:28:15 Eta: 1:28:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:01:57,533 - Train: 94.34% [354050/375300] [283.0/300.0] [batch_t 0.190 (0.271)] [data_t 0.009] [optim_t 0.182] [lr 0.000053] [CE 3.028 (2.842)] [KD 0.000 (0.000)] +2024-10-13 20:02:08,901 - Train: 94.35% [354100/375300] [283.1/300.0] [batch_t 0.214 (0.227)] [data_t 0.009] [optim_t 0.205] [lr 0.000053] [CE 2.859 (2.897)] [KD 0.000 (0.000)] +2024-10-13 20:02:20,999 - Train: 94.36% [354150/375300] [283.1/300.0] [batch_t 0.240 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000053] [CE 2.762 (2.933)] [KD 0.000 (0.000)] +2024-10-13 20:02:33,302 - Train: 94.38% [354200/375300] [283.1/300.0] [batch_t 0.255 (0.246)] [data_t 0.009] [optim_t 0.246] [lr 0.000053] [CE 2.751 (2.921)] [KD 0.000 (0.000)] +2024-10-13 20:02:45,365 - Train: 94.39% [354250/375300] [283.2/300.0] [batch_t 0.252 (0.241)] [data_t 0.009] [optim_t 0.243] [lr 0.000053] [CE 2.914 (2.917)] [KD 0.000 (0.000)] +2024-10-13 20:02:57,269 - Train: 94.40% [354300/375300] [283.2/300.0] [batch_t 0.189 (0.238)] [data_t 0.009] [optim_t 0.180] [lr 0.000053] [CE 3.088 (2.920)] [KD 0.000 (0.000)] +2024-10-13 20:03:09,393 - Train: 94.42% [354350/375300] [283.3/300.0] [batch_t 0.237 (0.242)] [data_t 0.009] [optim_t 0.228] [lr 0.000053] [CE 2.967 (2.945)] [KD 0.000 (0.000)] +2024-10-13 20:03:21,413 - Train: 94.43% [354400/375300] [283.3/300.0] [batch_t 0.255 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.000053] [CE 2.997 (2.860)] [KD 0.000 (0.000)] +2024-10-13 20:03:33,536 - Train: 94.44% [354450/375300] [283.3/300.0] [batch_t 0.195 (0.242)] [data_t 0.009] [optim_t 0.186] [lr 0.000053] [CE 3.095 (2.865)] [KD 0.000 (0.000)] +2024-10-13 20:03:45,694 - Train: 94.46% [354500/375300] [283.4/300.0] [batch_t 0.238 (0.243)] [data_t 0.009] [optim_t 0.229] [lr 0.000052] [CE 2.932 (2.918)] [KD 0.000 (0.000)] +2024-10-13 20:03:57,584 - Train: 94.47% [354550/375300] [283.4/300.0] [batch_t 0.208 (0.238)] [data_t 0.009] [optim_t 0.199] [lr 0.000052] [CE 2.872 (2.906)] [KD 0.000 (0.000)] +2024-10-13 20:04:09,597 - Train: 94.48% [354600/375300] [283.5/300.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000052] [CE 2.906 (2.898)] [KD 0.000 (0.000)] +2024-10-13 20:04:21,426 - Train: 94.50% [354650/375300] [283.5/300.0] [batch_t 0.219 (0.236)] [data_t 0.009] [optim_t 0.210] [lr 0.000052] [CE 2.814 (2.874)] [KD 0.000 (0.000)] +2024-10-13 20:04:33,426 - Train: 94.51% [354700/375300] [283.5/300.0] [batch_t 0.219 (0.240)] [data_t 0.009] [optim_t 0.210] [lr 0.000052] [CE 2.969 (2.904)] [KD 0.000 (0.000)] +2024-10-13 20:04:45,360 - Train: 94.52% [354750/375300] [283.6/300.0] [batch_t 0.271 (0.239)] [data_t 0.009] [optim_t 0.262] [lr 0.000052] [CE 2.859 (2.941)] [KD 0.000 (0.000)] +2024-10-13 20:04:57,327 - Train: 94.54% [354800/375300] [283.6/300.0] [batch_t 0.245 (0.239)] [data_t 0.009] [optim_t 0.235] [lr 0.000052] [CE 2.932 (2.919)] [KD 0.000 (0.000)] +2024-10-13 20:05:09,249 - Train: 94.55% [354850/375300] [283.7/300.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000052] [CE 3.110 (2.911)] [KD 0.000 (0.000)] +2024-10-13 20:05:21,571 - Train: 94.56% [354900/375300] [283.7/300.0] [batch_t 0.223 (0.246)] [data_t 0.009] [optim_t 0.214] [lr 0.000052] [CE 3.010 (2.921)] [KD 0.000 (0.000)] +2024-10-13 20:05:33,992 - Train: 94.58% [354950/375300] [283.7/300.0] [batch_t 0.199 (0.248)] [data_t 0.009] [optim_t 0.190] [lr 0.000051] [CE 2.956 (2.908)] [KD 0.000 (0.000)] +2024-10-13 20:05:46,295 - Train: 94.59% [355000/375300] [283.8/300.0] [batch_t 0.193 (0.246)] [data_t 0.009] [optim_t 0.184] [lr 0.000051] [CE 3.000 (2.913)] [KD 0.000 (0.000)] +2024-10-13 20:05:58,147 - Train: 94.60% [355050/375300] [283.8/300.0] [batch_t 0.256 (0.237)] [data_t 0.009] [optim_t 0.247] [lr 0.000051] [CE 2.834 (2.895)] [KD 0.000 (0.000)] +2024-10-13 20:06:09,794 - Train: 94.62% [355100/375300] [283.9/300.0] [batch_t 0.235 (0.233)] [data_t 0.009] [optim_t 0.225] [lr 0.000051] [CE 2.696 (2.912)] [KD 0.000 (0.000)] +2024-10-13 20:06:21,922 - Train: 94.63% [355150/375300] [283.9/300.0] [batch_t 0.189 (0.242)] [data_t 0.009] [optim_t 0.180] [lr 0.000051] [CE 2.985 (2.884)] [KD 0.000 (0.000)] +2024-10-13 20:06:34,128 - Train: 94.64% [355200/375300] [283.9/300.0] [batch_t 0.274 (0.244)] [data_t 0.009] [optim_t 0.265] [lr 0.000051] [CE 3.184 (2.929)] [KD 0.000 (0.000)] +2024-10-13 20:06:45,965 - Train: 94.66% [355250/375300] [284.0/300.0] [batch_t 0.244 (0.237)] [data_t 0.009] [optim_t 0.235] [lr 0.000051] [CE 2.728 (2.895)] [KD 0.000 (0.000)] +2024-10-13 20:07:05,918 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40648] [top5_cnt 47880] [top_all 50000] +2024-10-13 20:07:05,919 - net: 81.296 (95.760) +2024-10-13 20:07:18,577 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.247)] [top1_cnt 40762] [top5_cnt 47940] [top_all 50000] +2024-10-13 20:07:18,577 - net_E: 81.524 (95.880) +2024-10-13 20:07:18,720 - Max [top1: 81.318 (epoch: 283)] [top1-ema: 81.570 (epoch: 279)] +2024-10-13 20:07:18,721 - ==> Total time: 1 day, 0:33:45 Eta: 1:23:01 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:07:25,615 - Train: 94.67% [355300/375300] [284.0/300.0] [batch_t 0.201 (0.323)] [data_t 0.009] [optim_t 0.192] [lr 0.000051] [CE 2.991 (2.869)] [KD 0.000 (0.000)] +2024-10-13 20:07:37,099 - Train: 94.68% [355350/375300] [284.1/300.0] [batch_t 0.381 (0.229)] [data_t 0.059] [optim_t 0.322] [lr 0.000051] [CE 2.728 (2.868)] [KD 0.000 (0.000)] +2024-10-13 20:07:49,215 - Train: 94.70% [355400/375300] [284.1/300.0] [batch_t 0.280 (0.242)] [data_t 0.009] [optim_t 0.271] [lr 0.000051] [CE 3.062 (2.868)] [KD 0.000 (0.000)] +2024-10-13 20:08:01,084 - Train: 94.71% [355450/375300] [284.1/300.0] [batch_t 0.230 (0.237)] [data_t 0.009] [optim_t 0.221] [lr 0.000050] [CE 2.918 (2.934)] [KD 0.000 (0.000)] +2024-10-13 20:08:13,328 - Train: 94.72% [355500/375300] [284.2/300.0] [batch_t 0.314 (0.245)] [data_t 0.009] [optim_t 0.305] [lr 0.000050] [CE 2.614 (2.911)] [KD 0.000 (0.000)] +2024-10-13 20:08:25,369 - Train: 94.74% [355550/375300] [284.2/300.0] [batch_t 0.213 (0.241)] [data_t 0.009] [optim_t 0.204] [lr 0.000050] [CE 2.835 (2.862)] [KD 0.000 (0.000)] +2024-10-13 20:08:37,305 - Train: 94.75% [355600/375300] [284.3/300.0] [batch_t 0.187 (0.239)] [data_t 0.009] [optim_t 0.178] [lr 0.000050] [CE 2.887 (2.903)] [KD 0.000 (0.000)] +2024-10-13 20:08:49,303 - Train: 94.76% [355650/375300] [284.3/300.0] [batch_t 0.251 (0.240)] [data_t 0.009] [optim_t 0.242] [lr 0.000050] [CE 3.030 (2.900)] [KD 0.000 (0.000)] +2024-10-13 20:09:01,299 - Train: 94.78% [355700/375300] [284.3/300.0] [batch_t 0.193 (0.240)] [data_t 0.009] [optim_t 0.184] [lr 0.000050] [CE 3.019 (2.899)] [KD 0.000 (0.000)] +2024-10-13 20:09:13,099 - Train: 94.79% [355750/375300] [284.4/300.0] [batch_t 0.207 (0.236)] [data_t 0.009] [optim_t 0.198] [lr 0.000050] [CE 2.947 (2.886)] [KD 0.000 (0.000)] +2024-10-13 20:09:25,177 - Train: 94.80% [355800/375300] [284.4/300.0] [batch_t 0.328 (0.241)] [data_t 0.009] [optim_t 0.319] [lr 0.000050] [CE 2.822 (2.884)] [KD 0.000 (0.000)] +2024-10-13 20:09:37,064 - Train: 94.82% [355850/375300] [284.5/300.0] [batch_t 0.211 (0.238)] [data_t 0.009] [optim_t 0.202] [lr 0.000050] [CE 2.863 (2.871)] [KD 0.000 (0.000)] +2024-10-13 20:09:49,095 - Train: 94.83% [355900/375300] [284.5/300.0] [batch_t 0.233 (0.240)] [data_t 0.009] [optim_t 0.224] [lr 0.000050] [CE 2.872 (2.881)] [KD 0.000 (0.000)] +2024-10-13 20:10:01,023 - Train: 94.84% [355950/375300] [284.5/300.0] [batch_t 0.261 (0.238)] [data_t 0.009] [optim_t 0.252] [lr 0.000049] [CE 3.060 (2.902)] [KD 0.000 (0.000)] +2024-10-13 20:10:12,647 - Train: 94.86% [356000/375300] [284.6/300.0] [batch_t 0.276 (0.232)] [data_t 0.009] [optim_t 0.267] [lr 0.000049] [CE 2.840 (2.906)] [KD 0.000 (0.000)] +2024-10-13 20:10:24,399 - Train: 94.87% [356050/375300] [284.6/300.0] [batch_t 0.248 (0.235)] [data_t 0.009] [optim_t 0.239] [lr 0.000049] [CE 3.037 (2.889)] [KD 0.000 (0.000)] +2024-10-13 20:10:36,658 - Train: 94.88% [356100/375300] [284.7/300.0] [batch_t 0.246 (0.245)] [data_t 0.009] [optim_t 0.237] [lr 0.000049] [CE 2.914 (2.895)] [KD 0.000 (0.000)] +2024-10-13 20:10:48,234 - Train: 94.90% [356150/375300] [284.7/300.0] [batch_t 0.444 (0.231)] [data_t 0.009] [optim_t 0.436] [lr 0.000049] [CE 2.936 (2.950)] [KD 0.000 (0.000)] +2024-10-13 20:11:00,091 - Train: 94.91% [356200/375300] [284.7/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.179] [lr 0.000049] [CE 2.896 (2.839)] [KD 0.000 (0.000)] +2024-10-13 20:11:11,917 - Train: 94.92% [356250/375300] [284.8/300.0] [batch_t 0.298 (0.236)] [data_t 0.009] [optim_t 0.289] [lr 0.000049] [CE 2.503 (2.902)] [KD 0.000 (0.000)] +2024-10-13 20:11:23,842 - Train: 94.94% [356300/375300] [284.8/300.0] [batch_t 0.247 (0.238)] [data_t 0.009] [optim_t 0.238] [lr 0.000049] [CE 2.951 (2.884)] [KD 0.000 (0.000)] +2024-10-13 20:11:35,879 - Train: 94.95% [356350/375300] [284.9/300.0] [batch_t 0.193 (0.241)] [data_t 0.009] [optim_t 0.184] [lr 0.000049] [CE 2.978 (2.917)] [KD 0.000 (0.000)] +2024-10-13 20:11:48,015 - Train: 94.96% [356400/375300] [284.9/300.0] [batch_t 0.326 (0.243)] [data_t 0.009] [optim_t 0.317] [lr 0.000049] [CE 2.925 (2.927)] [KD 0.000 (0.000)] +2024-10-13 20:11:59,725 - Train: 94.98% [356450/375300] [284.9/300.0] [batch_t 0.192 (0.234)] [data_t 0.009] [optim_t 0.183] [lr 0.000048] [CE 2.846 (2.876)] [KD 0.000 (0.000)] +2024-10-13 20:12:11,956 - Train: 94.99% [356500/375300] [285.0/300.0] [batch_t 0.206 (0.244)] [data_t 0.009] [optim_t 0.197] [lr 0.000048] [CE 3.008 (2.910)] [KD 0.000 (0.000)] +2024-10-13 20:12:32,217 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40585] [top5_cnt 47854] [top_all 50000] +2024-10-13 20:12:32,217 - net: 81.170 (95.708) +2024-10-13 20:12:44,655 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40781] [top5_cnt 47945] [top_all 50000] +2024-10-13 20:12:44,656 - net_E: 81.562 (95.890) +2024-10-13 20:12:44,823 - Max [top1: 81.318 (epoch: 283)] [top1-ema: 81.570 (epoch: 279)] +2024-10-13 20:12:44,823 - ==> Total time: 1 day, 0:39:11 Eta: 1:17:51 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:12:53,624 - Train: 95.00% [356550/375300] [285.0/300.0] [batch_t 0.189 (0.280)] [data_t 0.009] [optim_t 0.180] [lr 0.000048] [CE 2.897 (2.909)] [KD 0.000 (0.000)] +2024-10-13 20:13:04,445 - Train: 95.02% [356600/375300] [285.1/300.0] [batch_t 0.188 (0.216)] [data_t 0.009] [optim_t 0.179] [lr 0.000048] [CE 3.054 (2.868)] [KD 0.000 (0.000)] +2024-10-13 20:13:16,160 - Train: 95.03% [356650/375300] [285.1/300.0] [batch_t 0.224 (0.234)] [data_t 0.009] [optim_t 0.215] [lr 0.000048] [CE 2.992 (2.899)] [KD 0.000 (0.000)] +2024-10-13 20:13:28,036 - Train: 95.04% [356700/375300] [285.1/300.0] [batch_t 0.234 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000048] [CE 3.106 (2.890)] [KD 0.000 (0.000)] +2024-10-13 20:13:39,674 - Train: 95.06% [356750/375300] [285.2/300.0] [batch_t 0.186 (0.233)] [data_t 0.009] [optim_t 0.177] [lr 0.000048] [CE 2.733 (2.834)] [KD 0.000 (0.000)] +2024-10-13 20:13:51,255 - Train: 95.07% [356800/375300] [285.2/300.0] [batch_t 0.270 (0.232)] [data_t 0.009] [optim_t 0.261] [lr 0.000048] [CE 2.927 (2.891)] [KD 0.000 (0.000)] +2024-10-13 20:14:02,933 - Train: 95.08% [356850/375300] [285.3/300.0] [batch_t 0.243 (0.233)] [data_t 0.009] [optim_t 0.234] [lr 0.000048] [CE 2.762 (2.897)] [KD 0.000 (0.000)] +2024-10-13 20:14:14,596 - Train: 95.10% [356900/375300] [285.3/300.0] [batch_t 0.186 (0.233)] [data_t 0.009] [optim_t 0.177] [lr 0.000048] [CE 2.737 (2.844)] [KD 0.000 (0.000)] +2024-10-13 20:14:26,001 - Train: 95.11% [356950/375300] [285.3/300.0] [batch_t 0.234 (0.228)] [data_t 0.009] [optim_t 0.225] [lr 0.000047] [CE 2.919 (2.884)] [KD 0.000 (0.000)] +2024-10-13 20:14:37,846 - Train: 95.12% [357000/375300] [285.4/300.0] [batch_t 0.302 (0.237)] [data_t 0.009] [optim_t 0.293] [lr 0.000047] [CE 2.869 (2.899)] [KD 0.000 (0.000)] +2024-10-13 20:14:49,365 - Train: 95.14% [357050/375300] [285.4/300.0] [batch_t 0.210 (0.230)] [data_t 0.009] [optim_t 0.201] [lr 0.000047] [CE 2.941 (2.910)] [KD 0.000 (0.000)] +2024-10-13 20:15:01,207 - Train: 95.15% [357100/375300] [285.5/300.0] [batch_t 0.183 (0.237)] [data_t 0.009] [optim_t 0.175] [lr 0.000047] [CE 2.917 (2.866)] [KD 0.000 (0.000)] +2024-10-13 20:15:12,816 - Train: 95.16% [357150/375300] [285.5/300.0] [batch_t 0.222 (0.232)] [data_t 0.009] [optim_t 0.213] [lr 0.000047] [CE 2.721 (2.916)] [KD 0.000 (0.000)] +2024-10-13 20:15:24,542 - Train: 95.18% [357200/375300] [285.5/300.0] [batch_t 0.244 (0.234)] [data_t 0.009] [optim_t 0.235] [lr 0.000047] [CE 3.116 (2.871)] [KD 0.000 (0.000)] +2024-10-13 20:15:36,224 - Train: 95.19% [357250/375300] [285.6/300.0] [batch_t 0.245 (0.234)] [data_t 0.009] [optim_t 0.236] [lr 0.000047] [CE 2.948 (2.869)] [KD 0.000 (0.000)] +2024-10-13 20:15:47,956 - Train: 95.20% [357300/375300] [285.6/300.0] [batch_t 0.188 (0.235)] [data_t 0.009] [optim_t 0.179] [lr 0.000047] [CE 2.950 (2.908)] [KD 0.000 (0.000)] +2024-10-13 20:15:59,588 - Train: 95.22% [357350/375300] [285.7/300.0] [batch_t 0.253 (0.233)] [data_t 0.009] [optim_t 0.244] [lr 0.000047] [CE 3.215 (2.899)] [KD 0.000 (0.000)] +2024-10-13 20:16:11,255 - Train: 95.23% [357400/375300] [285.7/300.0] [batch_t 0.274 (0.233)] [data_t 0.009] [optim_t 0.265] [lr 0.000047] [CE 2.917 (2.889)] [KD 0.000 (0.000)] +2024-10-13 20:16:23,210 - Train: 95.24% [357450/375300] [285.7/300.0] [batch_t 0.189 (0.239)] [data_t 0.009] [optim_t 0.180] [lr 0.000047] [CE 2.824 (2.910)] [KD 0.000 (0.000)] +2024-10-13 20:16:34,910 - Train: 95.26% [357500/375300] [285.8/300.0] [batch_t 0.188 (0.234)] [data_t 0.009] [optim_t 0.179] [lr 0.000046] [CE 2.908 (2.945)] [KD 0.000 (0.000)] +2024-10-13 20:16:46,436 - Train: 95.27% [357550/375300] [285.8/300.0] [batch_t 0.204 (0.230)] [data_t 0.009] [optim_t 0.195] [lr 0.000046] [CE 2.983 (2.913)] [KD 0.000 (0.000)] +2024-10-13 20:16:58,496 - Train: 95.28% [357600/375300] [285.9/300.0] [batch_t 0.533 (0.241)] [data_t 0.009] [optim_t 0.524] [lr 0.000046] [CE 3.144 (2.904)] [KD 0.000 (0.000)] +2024-10-13 20:17:10,071 - Train: 95.30% [357650/375300] [285.9/300.0] [batch_t 0.205 (0.231)] [data_t 0.009] [optim_t 0.196] [lr 0.000046] [CE 3.065 (2.921)] [KD 0.000 (0.000)] +2024-10-13 20:17:22,068 - Train: 95.31% [357700/375300] [285.9/300.0] [batch_t 0.329 (0.240)] [data_t 0.009] [optim_t 0.320] [lr 0.000046] [CE 3.169 (2.876)] [KD 0.000 (0.000)] +2024-10-13 20:17:33,953 - Train: 95.32% [357750/375300] [286.0/300.0] [batch_t 0.253 (0.238)] [data_t 0.009] [optim_t 0.244] [lr 0.000046] [CE 2.854 (2.927)] [KD 0.000 (0.000)] +2024-10-13 20:17:53,987 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.238)] [top1_cnt 40570] [top5_cnt 47886] [top_all 50000] +2024-10-13 20:17:53,987 - net: 81.140 (95.772) +2024-10-13 20:18:06,781 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 40772] [top5_cnt 47950] [top_all 50000] +2024-10-13 20:18:06,782 - net_E: 81.544 (95.900) +2024-10-13 20:18:06,935 - Max [top1: 81.318 (epoch: 283)] [top1-ema: 81.570 (epoch: 279)] +2024-10-13 20:18:06,935 - ==> Total time: 1 day, 0:44:33 Eta: 1:12:40 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:18:13,403 - Train: 95.34% [357800/375300] [286.0/300.0] [batch_t 0.192 (0.373)] [data_t 0.009] [optim_t 0.184] [lr 0.000046] [CE 3.169 (2.882)] [KD 0.000 (0.000)] +2024-10-13 20:18:24,545 - Train: 95.35% [357850/375300] [286.1/300.0] [batch_t 0.189 (0.223)] [data_t 0.009] [optim_t 0.180] [lr 0.000046] [CE 3.019 (2.931)] [KD 0.000 (0.000)] +2024-10-13 20:18:37,171 - Train: 95.36% [357900/375300] [286.1/300.0] [batch_t 0.273 (0.252)] [data_t 0.009] [optim_t 0.264] [lr 0.000046] [CE 2.940 (2.876)] [KD 0.000 (0.000)] +2024-10-13 20:18:49,539 - Train: 95.38% [357950/375300] [286.1/300.0] [batch_t 0.238 (0.247)] [data_t 0.009] [optim_t 0.229] [lr 0.000046] [CE 2.901 (2.868)] [KD 0.000 (0.000)] +2024-10-13 20:19:01,874 - Train: 95.39% [358000/375300] [286.2/300.0] [batch_t 0.207 (0.247)] [data_t 0.009] [optim_t 0.198] [lr 0.000046] [CE 2.734 (2.861)] [KD 0.000 (0.000)] +2024-10-13 20:19:13,900 - Train: 95.40% [358050/375300] [286.2/300.0] [batch_t 0.252 (0.240)] [data_t 0.009] [optim_t 0.243] [lr 0.000045] [CE 3.195 (2.900)] [KD 0.000 (0.000)] +2024-10-13 20:19:26,617 - Train: 95.42% [358100/375300] [286.3/300.0] [batch_t 0.280 (0.254)] [data_t 0.009] [optim_t 0.271] [lr 0.000045] [CE 2.902 (2.908)] [KD 0.000 (0.000)] +2024-10-13 20:19:38,921 - Train: 95.43% [358150/375300] [286.3/300.0] [batch_t 0.290 (0.246)] [data_t 0.009] [optim_t 0.281] [lr 0.000045] [CE 3.045 (2.910)] [KD 0.000 (0.000)] +2024-10-13 20:19:51,357 - Train: 95.44% [358200/375300] [286.3/300.0] [batch_t 0.316 (0.249)] [data_t 0.009] [optim_t 0.307] [lr 0.000045] [CE 3.072 (2.921)] [KD 0.000 (0.000)] +2024-10-13 20:20:03,754 - Train: 95.46% [358250/375300] [286.4/300.0] [batch_t 0.196 (0.248)] [data_t 0.009] [optim_t 0.187] [lr 0.000045] [CE 3.058 (2.887)] [KD 0.000 (0.000)] +2024-10-13 20:20:16,268 - Train: 95.47% [358300/375300] [286.4/300.0] [batch_t 0.225 (0.250)] [data_t 0.009] [optim_t 0.216] [lr 0.000045] [CE 3.000 (2.869)] [KD 0.000 (0.000)] +2024-10-13 20:20:28,734 - Train: 95.48% [358350/375300] [286.5/300.0] [batch_t 0.231 (0.249)] [data_t 0.009] [optim_t 0.222] [lr 0.000045] [CE 2.823 (2.947)] [KD 0.000 (0.000)] +2024-10-13 20:20:41,249 - Train: 95.50% [358400/375300] [286.5/300.0] [batch_t 0.224 (0.250)] [data_t 0.009] [optim_t 0.215] [lr 0.000045] [CE 2.965 (2.904)] [KD 0.000 (0.000)] +2024-10-13 20:20:53,626 - Train: 95.51% [358450/375300] [286.5/300.0] [batch_t 0.257 (0.247)] [data_t 0.009] [optim_t 0.248] [lr 0.000045] [CE 3.215 (2.934)] [KD 0.000 (0.000)] +2024-10-13 20:21:06,161 - Train: 95.52% [358500/375300] [286.6/300.0] [batch_t 0.281 (0.251)] [data_t 0.009] [optim_t 0.272] [lr 0.000045] [CE 2.827 (2.863)] [KD 0.000 (0.000)] +2024-10-13 20:21:18,597 - Train: 95.54% [358550/375300] [286.6/300.0] [batch_t 0.194 (0.249)] [data_t 0.009] [optim_t 0.185] [lr 0.000045] [CE 2.935 (2.866)] [KD 0.000 (0.000)] +2024-10-13 20:21:31,010 - Train: 95.55% [358600/375300] [286.7/300.0] [batch_t 0.193 (0.248)] [data_t 0.009] [optim_t 0.184] [lr 0.000044] [CE 2.930 (2.909)] [KD 0.000 (0.000)] +2024-10-13 20:21:42,688 - Train: 95.56% [358650/375300] [286.7/300.0] [batch_t 0.216 (0.233)] [data_t 0.009] [optim_t 0.207] [lr 0.000044] [CE 2.772 (2.926)] [KD 0.000 (0.000)] +2024-10-13 20:21:54,822 - Train: 95.58% [358700/375300] [286.7/300.0] [batch_t 0.227 (0.243)] [data_t 0.009] [optim_t 0.218] [lr 0.000044] [CE 2.850 (2.880)] [KD 0.000 (0.000)] +2024-10-13 20:22:06,988 - Train: 95.59% [358750/375300] [286.8/300.0] [batch_t 0.252 (0.243)] [data_t 0.009] [optim_t 0.243] [lr 0.000044] [CE 3.021 (2.873)] [KD 0.000 (0.000)] +2024-10-13 20:22:19,227 - Train: 95.60% [358800/375300] [286.8/300.0] [batch_t 0.236 (0.245)] [data_t 0.009] [optim_t 0.227] [lr 0.000044] [CE 2.876 (2.868)] [KD 0.000 (0.000)] +2024-10-13 20:22:31,463 - Train: 95.62% [358850/375300] [286.9/300.0] [batch_t 0.190 (0.245)] [data_t 0.009] [optim_t 0.181] [lr 0.000044] [CE 3.103 (2.889)] [KD 0.000 (0.000)] +2024-10-13 20:22:43,882 - Train: 95.63% [358900/375300] [286.9/300.0] [batch_t 0.218 (0.248)] [data_t 0.009] [optim_t 0.209] [lr 0.000044] [CE 3.118 (2.901)] [KD 0.000 (0.000)] +2024-10-13 20:22:56,306 - Train: 95.64% [358950/375300] [286.9/300.0] [batch_t 0.257 (0.248)] [data_t 0.009] [optim_t 0.248] [lr 0.000044] [CE 2.554 (2.885)] [KD 0.000 (0.000)] +2024-10-13 20:23:08,626 - Train: 95.66% [359000/375300] [287.0/300.0] [batch_t 0.231 (0.246)] [data_t 0.009] [optim_t 0.222] [lr 0.000044] [CE 2.909 (2.915)] [KD 0.000 (0.000)] +2024-10-13 20:23:29,354 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40645] [top5_cnt 47872] [top_all 50000] +2024-10-13 20:23:29,355 - net: 81.290 (95.744) +2024-10-13 20:23:41,881 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.244)] [top1_cnt 40786] [top5_cnt 47963] [top_all 50000] +2024-10-13 20:23:41,882 - net_E: 81.572 (95.926) +2024-10-13 20:23:42,023 - Max [top1: 81.318 (epoch: 283)] [top1-ema: 81.572 (epoch: 287)] +2024-10-13 20:23:42,023 - ==> Total time: 1 day, 0:50:08 Eta: 1:07:29 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:23:49,945 - Train: 95.67% [359050/375300] [287.0/300.0] [batch_t 0.189 (0.283)] [data_t 0.009] [optim_t 0.180] [lr 0.000044] [CE 3.101 (2.943)] [KD 0.000 (0.000)] +2024-10-13 20:24:01,204 - Train: 95.68% [359100/375300] [287.1/300.0] [batch_t 0.224 (0.225)] [data_t 0.009] [optim_t 0.215] [lr 0.000044] [CE 2.939 (2.873)] [KD 0.000 (0.000)] +2024-10-13 20:24:13,234 - Train: 95.70% [359150/375300] [287.1/300.0] [batch_t 0.193 (0.241)] [data_t 0.009] [optim_t 0.185] [lr 0.000044] [CE 3.176 (2.877)] [KD 0.000 (0.000)] +2024-10-13 20:24:25,414 - Train: 95.71% [359200/375300] [287.1/300.0] [batch_t 0.265 (0.243)] [data_t 0.009] [optim_t 0.256] [lr 0.000043] [CE 3.253 (2.875)] [KD 0.000 (0.000)] +2024-10-13 20:24:37,658 - Train: 95.72% [359250/375300] [287.2/300.0] [batch_t 0.222 (0.245)] [data_t 0.009] [optim_t 0.213] [lr 0.000043] [CE 2.816 (2.914)] [KD 0.000 (0.000)] +2024-10-13 20:24:49,599 - Train: 95.74% [359300/375300] [287.2/300.0] [batch_t 0.206 (0.239)] [data_t 0.009] [optim_t 0.197] [lr 0.000043] [CE 2.890 (2.913)] [KD 0.000 (0.000)] +2024-10-13 20:25:01,679 - Train: 95.75% [359350/375300] [287.3/300.0] [batch_t 0.294 (0.241)] [data_t 0.009] [optim_t 0.285] [lr 0.000043] [CE 2.721 (2.861)] [KD 0.000 (0.000)] +2024-10-13 20:25:13,578 - Train: 95.76% [359400/375300] [287.3/300.0] [batch_t 0.291 (0.238)] [data_t 0.009] [optim_t 0.282] [lr 0.000043] [CE 2.925 (2.847)] [KD 0.000 (0.000)] +2024-10-13 20:25:25,672 - Train: 95.78% [359450/375300] [287.3/300.0] [batch_t 0.226 (0.242)] [data_t 0.009] [optim_t 0.217] [lr 0.000043] [CE 2.813 (2.875)] [KD 0.000 (0.000)] +2024-10-13 20:25:37,483 - Train: 95.79% [359500/375300] [287.4/300.0] [batch_t 0.204 (0.236)] [data_t 0.009] [optim_t 0.195] [lr 0.000043] [CE 2.964 (2.897)] [KD 0.000 (0.000)] +2024-10-13 20:25:49,633 - Train: 95.80% [359550/375300] [287.4/300.0] [batch_t 0.247 (0.243)] [data_t 0.009] [optim_t 0.238] [lr 0.000043] [CE 2.668 (2.918)] [KD 0.000 (0.000)] +2024-10-13 20:26:01,942 - Train: 95.82% [359600/375300] [287.5/300.0] [batch_t 0.242 (0.246)] [data_t 0.009] [optim_t 0.233] [lr 0.000043] [CE 2.900 (2.889)] [KD 0.000 (0.000)] +2024-10-13 20:26:14,125 - Train: 95.83% [359650/375300] [287.5/300.0] [batch_t 0.235 (0.244)] [data_t 0.009] [optim_t 0.226] [lr 0.000043] [CE 2.780 (2.896)] [KD 0.000 (0.000)] +2024-10-13 20:26:26,438 - Train: 95.84% [359700/375300] [287.5/300.0] [batch_t 0.209 (0.246)] [data_t 0.009] [optim_t 0.200] [lr 0.000043] [CE 2.884 (2.862)] [KD 0.000 (0.000)] +2024-10-13 20:26:38,771 - Train: 95.86% [359750/375300] [287.6/300.0] [batch_t 0.250 (0.247)] [data_t 0.009] [optim_t 0.241] [lr 0.000043] [CE 2.820 (2.879)] [KD 0.000 (0.000)] +2024-10-13 20:26:51,125 - Train: 95.87% [359800/375300] [287.6/300.0] [batch_t 0.190 (0.247)] [data_t 0.009] [optim_t 0.181] [lr 0.000042] [CE 2.920 (2.868)] [KD 0.000 (0.000)] +2024-10-13 20:27:03,424 - Train: 95.88% [359850/375300] [287.6/300.0] [batch_t 0.267 (0.246)] [data_t 0.009] [optim_t 0.258] [lr 0.000042] [CE 2.851 (2.906)] [KD 0.000 (0.000)] +2024-10-13 20:27:15,644 - Train: 95.90% [359900/375300] [287.7/300.0] [batch_t 0.214 (0.244)] [data_t 0.009] [optim_t 0.205] [lr 0.000042] [CE 2.590 (2.866)] [KD 0.000 (0.000)] +2024-10-13 20:27:27,998 - Train: 95.91% [359950/375300] [287.7/300.0] [batch_t 0.263 (0.247)] [data_t 0.009] [optim_t 0.254] [lr 0.000042] [CE 2.653 (2.885)] [KD 0.000 (0.000)] +2024-10-13 20:27:40,277 - Train: 95.92% [360000/375300] [287.8/300.0] [batch_t 0.255 (0.245)] [data_t 0.009] [optim_t 0.246] [lr 0.000042] [CE 2.867 (2.870)] [KD 0.000 (0.000)] +2024-10-13 20:27:51,484 - Train: 95.94% [360050/375300] [287.8/300.0] [batch_t 0.221 (0.224)] [data_t 0.009] [optim_t 0.212] [lr 0.000042] [CE 2.903 (2.869)] [KD 0.000 (0.000)] +2024-10-13 20:28:02,872 - Train: 95.95% [360100/375300] [287.8/300.0] [batch_t 0.189 (0.228)] [data_t 0.009] [optim_t 0.180] [lr 0.000042] [CE 3.108 (2.901)] [KD 0.000 (0.000)] +2024-10-13 20:28:14,771 - Train: 95.96% [360150/375300] [287.9/300.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.237] [lr 0.000042] [CE 2.791 (2.876)] [KD 0.000 (0.000)] +2024-10-13 20:28:26,396 - Train: 95.98% [360200/375300] [287.9/300.0] [batch_t 0.205 (0.232)] [data_t 0.009] [optim_t 0.196] [lr 0.000042] [CE 3.050 (2.922)] [KD 0.000 (0.000)] +2024-10-13 20:28:37,880 - Train: 95.99% [360250/375300] [288.0/300.0] [batch_t 0.197 (0.230)] [data_t 0.009] [optim_t 0.188] [lr 0.000042] [CE 2.815 (2.818)] [KD 0.000 (0.000)] +2024-10-13 20:28:58,503 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40677] [top5_cnt 47908] [top_all 50000] +2024-10-13 20:28:58,503 - net: 81.354 (95.816) +2024-10-13 20:29:10,986 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.243)] [top1_cnt 40776] [top5_cnt 47970] [top_all 50000] +2024-10-13 20:29:10,987 - net_E: 81.552 (95.940) +2024-10-13 20:29:11,145 - Max [top1: 81.354 (epoch: 288)] [top1-ema: 81.572 (epoch: 287)] +2024-10-13 20:29:11,146 - ==> Total time: 1 day, 0:55:38 Eta: 1:02:19 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:29:18,874 - Train: 96.00% [360300/375300] [288.0/300.0] [batch_t 0.190 (0.287)] [data_t 0.009] [optim_t 0.181] [lr 0.000042] [CE 2.991 (2.926)] [KD 0.000 (0.000)] +2024-10-13 20:29:30,331 - Train: 96.02% [360350/375300] [288.0/300.0] [batch_t 0.189 (0.229)] [data_t 0.009] [optim_t 0.180] [lr 0.000042] [CE 2.987 (2.911)] [KD 0.000 (0.000)] +2024-10-13 20:29:42,307 - Train: 96.03% [360400/375300] [288.1/300.0] [batch_t 0.236 (0.239)] [data_t 0.009] [optim_t 0.227] [lr 0.000042] [CE 2.806 (2.874)] [KD 0.000 (0.000)] +2024-10-13 20:29:54,271 - Train: 96.04% [360450/375300] [288.1/300.0] [batch_t 0.243 (0.239)] [data_t 0.009] [optim_t 0.234] [lr 0.000041] [CE 2.804 (2.869)] [KD 0.000 (0.000)] +2024-10-13 20:30:05,995 - Train: 96.06% [360500/375300] [288.2/300.0] [batch_t 0.225 (0.234)] [data_t 0.009] [optim_t 0.216] [lr 0.000041] [CE 2.598 (2.866)] [KD 0.000 (0.000)] +2024-10-13 20:30:17,615 - Train: 96.07% [360550/375300] [288.2/300.0] [batch_t 0.239 (0.232)] [data_t 0.009] [optim_t 0.230] [lr 0.000041] [CE 3.076 (2.895)] [KD 0.000 (0.000)] +2024-10-13 20:30:29,451 - Train: 96.08% [360600/375300] [288.2/300.0] [batch_t 0.190 (0.237)] [data_t 0.009] [optim_t 0.181] [lr 0.000041] [CE 3.110 (2.904)] [KD 0.000 (0.000)] +2024-10-13 20:30:41,300 - Train: 96.10% [360650/375300] [288.3/300.0] [batch_t 0.226 (0.237)] [data_t 0.009] [optim_t 0.217] [lr 0.000041] [CE 2.934 (2.893)] [KD 0.000 (0.000)] +2024-10-13 20:30:53,233 - Train: 96.11% [360700/375300] [288.3/300.0] [batch_t 0.258 (0.239)] [data_t 0.009] [optim_t 0.249] [lr 0.000041] [CE 3.070 (2.884)] [KD 0.000 (0.000)] +2024-10-13 20:31:05,162 - Train: 96.12% [360750/375300] [288.4/300.0] [batch_t 0.250 (0.238)] [data_t 0.009] [optim_t 0.241] [lr 0.000041] [CE 2.724 (2.876)] [KD 0.000 (0.000)] +2024-10-13 20:31:16,817 - Train: 96.14% [360800/375300] [288.4/300.0] [batch_t 0.222 (0.233)] [data_t 0.009] [optim_t 0.213] [lr 0.000041] [CE 3.029 (2.832)] [KD 0.000 (0.000)] +2024-10-13 20:31:28,522 - Train: 96.15% [360850/375300] [288.4/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.000041] [CE 2.886 (2.893)] [KD 0.000 (0.000)] +2024-10-13 20:31:39,957 - Train: 96.16% [360900/375300] [288.5/300.0] [batch_t 0.224 (0.229)] [data_t 0.009] [optim_t 0.215] [lr 0.000041] [CE 2.931 (2.890)] [KD 0.000 (0.000)] +2024-10-13 20:31:52,122 - Train: 96.18% [360950/375300] [288.5/300.0] [batch_t 0.290 (0.243)] [data_t 0.009] [optim_t 0.280] [lr 0.000041] [CE 2.554 (2.892)] [KD 0.000 (0.000)] +2024-10-13 20:32:04,094 - Train: 96.19% [361000/375300] [288.6/300.0] [batch_t 0.225 (0.239)] [data_t 0.009] [optim_t 0.216] [lr 0.000041] [CE 3.087 (2.889)] [KD 0.000 (0.000)] +2024-10-13 20:32:16,313 - Train: 96.20% [361050/375300] [288.6/300.0] [batch_t 0.228 (0.244)] [data_t 0.009] [optim_t 0.219] [lr 0.000041] [CE 2.683 (2.865)] [KD 0.000 (0.000)] +2024-10-13 20:32:28,570 - Train: 96.22% [361100/375300] [288.6/300.0] [batch_t 0.192 (0.245)] [data_t 0.009] [optim_t 0.183] [lr 0.000040] [CE 3.035 (2.858)] [KD 0.000 (0.000)] +2024-10-13 20:32:40,498 - Train: 96.23% [361150/375300] [288.7/300.0] [batch_t 0.242 (0.238)] [data_t 0.009] [optim_t 0.233] [lr 0.000040] [CE 3.142 (2.885)] [KD 0.000 (0.000)] +2024-10-13 20:32:52,738 - Train: 96.24% [361200/375300] [288.7/300.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000040] [CE 2.768 (2.873)] [KD 0.000 (0.000)] +2024-10-13 20:33:04,768 - Train: 96.26% [361250/375300] [288.8/300.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000040] [CE 3.064 (2.835)] [KD 0.000 (0.000)] +2024-10-13 20:33:17,069 - Train: 96.27% [361300/375300] [288.8/300.0] [batch_t 0.188 (0.246)] [data_t 0.009] [optim_t 0.179] [lr 0.000040] [CE 2.968 (2.897)] [KD 0.000 (0.000)] +2024-10-13 20:33:29,302 - Train: 96.28% [361350/375300] [288.8/300.0] [batch_t 0.189 (0.245)] [data_t 0.009] [optim_t 0.180] [lr 0.000040] [CE 2.794 (2.869)] [KD 0.000 (0.000)] +2024-10-13 20:33:41,381 - Train: 96.30% [361400/375300] [288.9/300.0] [batch_t 0.192 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.000040] [CE 3.071 (2.884)] [KD 0.000 (0.000)] +2024-10-13 20:33:53,679 - Train: 96.31% [361450/375300] [288.9/300.0] [batch_t 0.230 (0.246)] [data_t 0.009] [optim_t 0.221] [lr 0.000040] [CE 3.157 (2.900)] [KD 0.000 (0.000)] +2024-10-13 20:34:05,929 - Train: 96.32% [361500/375300] [289.0/300.0] [batch_t 0.263 (0.245)] [data_t 0.009] [optim_t 0.254] [lr 0.000040] [CE 2.809 (2.849)] [KD 0.000 (0.000)] +2024-10-13 20:34:27,081 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.243)] [top1_cnt 40643] [top5_cnt 47859] [top_all 50000] +2024-10-13 20:34:27,081 - net: 81.286 (95.718) +2024-10-13 20:34:39,299 - Test (net_E): 100.00% [50/50] [batch_t 0.082 (0.238)] [top1_cnt 40763] [top5_cnt 47970] [top_all 50000] +2024-10-13 20:34:39,300 - net_E: 81.526 (95.940) +2024-10-13 20:34:39,447 - Max [top1: 81.354 (epoch: 288)] [top1-ema: 81.572 (epoch: 287)] +2024-10-13 20:34:39,447 - ==> Total time: 1 day, 1:01:06 Eta: 0:57:08 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:34:45,743 - Train: 96.34% [361550/375300] [289.0/300.0] [batch_t 0.403 (0.442)] [data_t 0.009] [optim_t 0.394] [lr 0.000040] [CE 2.893 (2.784)] [KD 0.000 (0.000)] +2024-10-13 20:34:56,471 - Train: 96.35% [361600/375300] [289.0/300.0] [batch_t 0.238 (0.214)] [data_t 0.009] [optim_t 0.229] [lr 0.000040] [CE 2.890 (2.877)] [KD 0.000 (0.000)] +2024-10-13 20:35:08,748 - Train: 96.36% [361650/375300] [289.1/300.0] [batch_t 0.242 (0.245)] [data_t 0.009] [optim_t 0.233] [lr 0.000040] [CE 3.274 (2.918)] [KD 0.000 (0.000)] +2024-10-13 20:35:20,906 - Train: 96.38% [361700/375300] [289.1/300.0] [batch_t 0.223 (0.243)] [data_t 0.009] [optim_t 0.214] [lr 0.000040] [CE 2.854 (2.856)] [KD 0.000 (0.000)] +2024-10-13 20:35:32,900 - Train: 96.39% [361750/375300] [289.2/300.0] [batch_t 0.232 (0.240)] [data_t 0.009] [optim_t 0.223] [lr 0.000040] [CE 2.745 (2.895)] [KD 0.000 (0.000)] +2024-10-13 20:35:45,022 - Train: 96.40% [361800/375300] [289.2/300.0] [batch_t 0.222 (0.242)] [data_t 0.009] [optim_t 0.214] [lr 0.000039] [CE 2.703 (2.863)] [KD 0.000 (0.000)] +2024-10-13 20:35:56,803 - Train: 96.42% [361850/375300] [289.2/300.0] [batch_t 0.186 (0.236)] [data_t 0.009] [optim_t 0.177] [lr 0.000039] [CE 2.968 (2.901)] [KD 0.000 (0.000)] +2024-10-13 20:36:08,352 - Train: 96.43% [361900/375300] [289.3/300.0] [batch_t 0.193 (0.231)] [data_t 0.009] [optim_t 0.184] [lr 0.000039] [CE 2.904 (2.845)] [KD 0.000 (0.000)] +2024-10-13 20:36:20,230 - Train: 96.44% [361950/375300] [289.3/300.0] [batch_t 0.248 (0.237)] [data_t 0.009] [optim_t 0.239] [lr 0.000039] [CE 3.039 (2.881)] [KD 0.000 (0.000)] +2024-10-13 20:36:32,116 - Train: 96.46% [362000/375300] [289.4/300.0] [batch_t 0.256 (0.238)] [data_t 0.009] [optim_t 0.247] [lr 0.000039] [CE 2.915 (2.895)] [KD 0.000 (0.000)] +2024-10-13 20:36:44,324 - Train: 96.47% [362050/375300] [289.4/300.0] [batch_t 0.190 (0.244)] [data_t 0.009] [optim_t 0.181] [lr 0.000039] [CE 2.829 (2.895)] [KD 0.000 (0.000)] +2024-10-13 20:36:55,450 - Train: 96.48% [362100/375300] [289.4/300.0] [batch_t 0.214 (0.222)] [data_t 0.009] [optim_t 0.205] [lr 0.000039] [CE 2.857 (2.898)] [KD 0.000 (0.000)] +2024-10-13 20:37:06,913 - Train: 96.50% [362150/375300] [289.5/300.0] [batch_t 0.271 (0.229)] [data_t 0.009] [optim_t 0.262] [lr 0.000039] [CE 2.797 (2.924)] [KD 0.000 (0.000)] +2024-10-13 20:37:18,993 - Train: 96.51% [362200/375300] [289.5/300.0] [batch_t 0.244 (0.241)] [data_t 0.009] [optim_t 0.235] [lr 0.000039] [CE 2.861 (2.897)] [KD 0.000 (0.000)] +2024-10-13 20:37:30,713 - Train: 96.52% [362250/375300] [289.6/300.0] [batch_t 0.273 (0.234)] [data_t 0.009] [optim_t 0.264] [lr 0.000039] [CE 2.884 (2.930)] [KD 0.000 (0.000)] +2024-10-13 20:37:42,808 - Train: 96.54% [362300/375300] [289.6/300.0] [batch_t 0.423 (0.242)] [data_t 0.009] [optim_t 0.414] [lr 0.000039] [CE 2.881 (2.847)] [KD 0.000 (0.000)] +2024-10-13 20:37:54,657 - Train: 96.55% [362350/375300] [289.6/300.0] [batch_t 0.200 (0.237)] [data_t 0.009] [optim_t 0.191] [lr 0.000039] [CE 2.615 (2.856)] [KD 0.000 (0.000)] +2024-10-13 20:38:06,440 - Train: 96.56% [362400/375300] [289.7/300.0] [batch_t 0.250 (0.236)] [data_t 0.009] [optim_t 0.241] [lr 0.000039] [CE 2.981 (2.912)] [KD 0.000 (0.000)] +2024-10-13 20:38:18,661 - Train: 96.58% [362450/375300] [289.7/300.0] [batch_t 0.191 (0.244)] [data_t 0.009] [optim_t 0.182] [lr 0.000039] [CE 3.092 (2.875)] [KD 0.000 (0.000)] +2024-10-13 20:38:30,720 - Train: 96.59% [362500/375300] [289.8/300.0] [batch_t 0.492 (0.241)] [data_t 0.009] [optim_t 0.483] [lr 0.000039] [CE 2.687 (2.871)] [KD 0.000 (0.000)] +2024-10-13 20:38:42,256 - Train: 96.60% [362550/375300] [289.8/300.0] [batch_t 0.249 (0.231)] [data_t 0.009] [optim_t 0.240] [lr 0.000038] [CE 3.013 (2.908)] [KD 0.000 (0.000)] +2024-10-13 20:38:54,024 - Train: 96.62% [362600/375300] [289.8/300.0] [batch_t 0.265 (0.235)] [data_t 0.009] [optim_t 0.256] [lr 0.000038] [CE 3.040 (2.912)] [KD 0.000 (0.000)] +2024-10-13 20:39:06,372 - Train: 96.63% [362650/375300] [289.9/300.0] [batch_t 0.185 (0.247)] [data_t 0.009] [optim_t 0.176] [lr 0.000038] [CE 3.167 (2.892)] [KD 0.000 (0.000)] +2024-10-13 20:39:18,261 - Train: 96.64% [362700/375300] [289.9/300.0] [batch_t 0.246 (0.238)] [data_t 0.009] [optim_t 0.237] [lr 0.000038] [CE 3.012 (2.900)] [KD 0.000 (0.000)] +2024-10-13 20:39:30,448 - Train: 96.66% [362750/375300] [290.0/300.0] [batch_t 0.192 (0.244)] [data_t 0.009] [optim_t 0.183] [lr 0.000038] [CE 3.071 (2.878)] [KD 0.000 (0.000)] +2024-10-13 20:39:51,723 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40631] [top5_cnt 47877] [top_all 50000] +2024-10-13 20:39:51,724 - net: 81.262 (95.754) +2024-10-13 20:40:04,290 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.244)] [top1_cnt 40778] [top5_cnt 47960] [top_all 50000] +2024-10-13 20:40:04,290 - net_E: 81.556 (95.920) +2024-10-13 20:40:04,450 - Max [top1: 81.354 (epoch: 288)] [top1-ema: 81.572 (epoch: 287)] +2024-10-13 20:40:04,451 - ==> Total time: 1 day, 1:06:31 Eta: 0:51:56 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:40:10,407 - Train: 96.67% [362800/375300] [290.0/300.0] [batch_t 0.189 (0.425)] [data_t 0.009] [optim_t 0.180] [lr 0.000038] [CE 2.661 (2.829)] [KD 0.000 (0.000)] +2024-10-13 20:40:21,688 - Train: 96.68% [362850/375300] [290.0/300.0] [batch_t 0.190 (0.225)] [data_t 0.009] [optim_t 0.181] [lr 0.000038] [CE 2.765 (2.900)] [KD 0.000 (0.000)] +2024-10-13 20:40:33,540 - Train: 96.70% [362900/375300] [290.1/300.0] [batch_t 0.192 (0.237)] [data_t 0.009] [optim_t 0.183] [lr 0.000038] [CE 2.975 (2.843)] [KD 0.000 (0.000)] +2024-10-13 20:40:45,458 - Train: 96.71% [362950/375300] [290.1/300.0] [batch_t 0.191 (0.238)] [data_t 0.009] [optim_t 0.182] [lr 0.000038] [CE 2.797 (2.859)] [KD 0.000 (0.000)] +2024-10-13 20:40:57,356 - Train: 96.72% [363000/375300] [290.2/300.0] [batch_t 0.219 (0.238)] [data_t 0.009] [optim_t 0.210] [lr 0.000038] [CE 2.946 (2.884)] [KD 0.000 (0.000)] +2024-10-13 20:41:09,401 - Train: 96.74% [363050/375300] [290.2/300.0] [batch_t 0.193 (0.241)] [data_t 0.009] [optim_t 0.184] [lr 0.000038] [CE 2.963 (2.864)] [KD 0.000 (0.000)] +2024-10-13 20:41:21,318 - Train: 96.75% [363100/375300] [290.2/300.0] [batch_t 0.253 (0.238)] [data_t 0.009] [optim_t 0.245] [lr 0.000038] [CE 2.656 (2.884)] [KD 0.000 (0.000)] +2024-10-13 20:41:33,428 - Train: 96.76% [363150/375300] [290.3/300.0] [batch_t 0.273 (0.242)] [data_t 0.009] [optim_t 0.264] [lr 0.000038] [CE 3.042 (2.860)] [KD 0.000 (0.000)] +2024-10-13 20:41:45,408 - Train: 96.78% [363200/375300] [290.3/300.0] [batch_t 0.250 (0.239)] [data_t 0.009] [optim_t 0.241] [lr 0.000038] [CE 2.984 (2.894)] [KD 0.000 (0.000)] +2024-10-13 20:41:57,422 - Train: 96.79% [363250/375300] [290.4/300.0] [batch_t 0.254 (0.240)] [data_t 0.009] [optim_t 0.246] [lr 0.000038] [CE 2.947 (2.847)] [KD 0.000 (0.000)] +2024-10-13 20:42:09,136 - Train: 96.80% [363300/375300] [290.4/300.0] [batch_t 0.245 (0.234)] [data_t 0.009] [optim_t 0.236] [lr 0.000037] [CE 2.794 (2.930)] [KD 0.000 (0.000)] +2024-10-13 20:42:21,100 - Train: 96.82% [363350/375300] [290.4/300.0] [batch_t 0.185 (0.239)] [data_t 0.009] [optim_t 0.176] [lr 0.000037] [CE 2.976 (2.871)] [KD 0.000 (0.000)] +2024-10-13 20:42:32,980 - Train: 96.83% [363400/375300] [290.5/300.0] [batch_t 0.236 (0.237)] [data_t 0.009] [optim_t 0.227] [lr 0.000037] [CE 2.816 (2.871)] [KD 0.000 (0.000)] +2024-10-13 20:42:45,138 - Train: 96.84% [363450/375300] [290.5/300.0] [batch_t 0.232 (0.243)] [data_t 0.009] [optim_t 0.223] [lr 0.000037] [CE 2.767 (2.854)] [KD 0.000 (0.000)] +2024-10-13 20:42:57,107 - Train: 96.86% [363500/375300] [290.6/300.0] [batch_t 0.260 (0.239)] [data_t 0.009] [optim_t 0.251] [lr 0.000037] [CE 2.953 (2.900)] [KD 0.000 (0.000)] +2024-10-13 20:43:09,538 - Train: 96.87% [363550/375300] [290.6/300.0] [batch_t 0.187 (0.248)] [data_t 0.009] [optim_t 0.178] [lr 0.000037] [CE 2.837 (2.880)] [KD 0.000 (0.000)] +2024-10-13 20:43:21,085 - Train: 96.88% [363600/375300] [290.6/300.0] [batch_t 0.189 (0.231)] [data_t 0.009] [optim_t 0.180] [lr 0.000037] [CE 3.009 (2.875)] [KD 0.000 (0.000)] +2024-10-13 20:43:32,983 - Train: 96.90% [363650/375300] [290.7/300.0] [batch_t 0.282 (0.238)] [data_t 0.009] [optim_t 0.273] [lr 0.000037] [CE 2.981 (2.877)] [KD 0.000 (0.000)] +2024-10-13 20:43:44,995 - Train: 96.91% [363700/375300] [290.7/300.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000037] [CE 2.944 (2.902)] [KD 0.000 (0.000)] +2024-10-13 20:43:56,936 - Train: 96.92% [363750/375300] [290.8/300.0] [batch_t 0.187 (0.239)] [data_t 0.009] [optim_t 0.178] [lr 0.000037] [CE 2.643 (2.863)] [KD 0.000 (0.000)] +2024-10-13 20:44:08,630 - Train: 96.94% [363800/375300] [290.8/300.0] [batch_t 0.187 (0.234)] [data_t 0.009] [optim_t 0.178] [lr 0.000037] [CE 2.921 (2.879)] [KD 0.000 (0.000)] +2024-10-13 20:44:20,653 - Train: 96.95% [363850/375300] [290.8/300.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000037] [CE 3.011 (2.838)] [KD 0.000 (0.000)] +2024-10-13 20:44:32,671 - Train: 96.96% [363900/375300] [290.9/300.0] [batch_t 0.185 (0.240)] [data_t 0.009] [optim_t 0.176] [lr 0.000037] [CE 2.696 (2.885)] [KD 0.000 (0.000)] +2024-10-13 20:44:44,366 - Train: 96.98% [363950/375300] [290.9/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.000037] [CE 3.011 (2.886)] [KD 0.000 (0.000)] +2024-10-13 20:44:56,511 - Train: 96.99% [364000/375300] [291.0/300.0] [batch_t 0.249 (0.243)] [data_t 0.009] [optim_t 0.240] [lr 0.000037] [CE 2.826 (2.835)] [KD 0.000 (0.000)] +2024-10-13 20:45:17,817 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.238)] [top1_cnt 40653] [top5_cnt 47876] [top_all 50000] +2024-10-13 20:45:17,817 - net: 81.306 (95.752) +2024-10-13 20:45:30,099 - Test (net_E): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40789] [top5_cnt 47951] [top_all 50000] +2024-10-13 20:45:30,099 - net_E: 81.578 (95.902) +2024-10-13 20:45:30,228 - Max [top1: 81.354 (epoch: 288)] [top1-ema: 81.578 (epoch: 291)] +2024-10-13 20:45:30,229 - ==> Total time: 1 day, 1:11:57 Eta: 0:46:45 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:45:37,351 - Train: 97.00% [364050/375300] [291.0/300.0] [batch_t 0.191 (0.316)] [data_t 0.009] [optim_t 0.182] [lr 0.000037] [CE 2.980 (2.864)] [KD 0.000 (0.000)] +2024-10-13 20:45:48,284 - Train: 97.02% [364100/375300] [291.0/300.0] [batch_t 0.237 (0.219)] [data_t 0.060] [optim_t 0.176] [lr 0.000037] [CE 2.639 (2.856)] [KD 0.000 (0.000)] +2024-10-13 20:46:00,218 - Train: 97.03% [364150/375300] [291.1/300.0] [batch_t 0.263 (0.239)] [data_t 0.086] [optim_t 0.177] [lr 0.000036] [CE 3.121 (2.888)] [KD 0.000 (0.000)] +2024-10-13 20:46:12,711 - Train: 97.04% [364200/375300] [291.1/300.0] [batch_t 0.188 (0.250)] [data_t 0.009] [optim_t 0.179] [lr 0.000036] [CE 3.151 (2.910)] [KD 0.000 (0.000)] +2024-10-13 20:46:24,675 - Train: 97.06% [364250/375300] [291.2/300.0] [batch_t 0.199 (0.239)] [data_t 0.021] [optim_t 0.178] [lr 0.000036] [CE 2.583 (2.868)] [KD 0.000 (0.000)] +2024-10-13 20:46:36,450 - Train: 97.07% [364300/375300] [291.2/300.0] [batch_t 0.223 (0.235)] [data_t 0.043] [optim_t 0.180] [lr 0.000036] [CE 2.620 (2.850)] [KD 0.000 (0.000)] +2024-10-13 20:46:48,500 - Train: 97.08% [364350/375300] [291.2/300.0] [batch_t 0.192 (0.241)] [data_t 0.009] [optim_t 0.183] [lr 0.000036] [CE 2.918 (2.880)] [KD 0.000 (0.000)] +2024-10-13 20:47:00,443 - Train: 97.10% [364400/375300] [291.3/300.0] [batch_t 0.255 (0.239)] [data_t 0.077] [optim_t 0.178] [lr 0.000036] [CE 2.978 (2.882)] [KD 0.000 (0.000)] +2024-10-13 20:47:12,418 - Train: 97.11% [364450/375300] [291.3/300.0] [batch_t 0.268 (0.239)] [data_t 0.090] [optim_t 0.178] [lr 0.000036] [CE 2.932 (2.875)] [KD 0.000 (0.000)] +2024-10-13 20:47:24,191 - Train: 97.12% [364500/375300] [291.4/300.0] [batch_t 0.235 (0.235)] [data_t 0.057] [optim_t 0.178] [lr 0.000036] [CE 2.897 (2.844)] [KD 0.000 (0.000)] +2024-10-13 20:47:36,227 - Train: 97.14% [364550/375300] [291.4/300.0] [batch_t 0.188 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.000036] [CE 2.625 (2.884)] [KD 0.000 (0.000)] +2024-10-13 20:47:48,219 - Train: 97.15% [364600/375300] [291.4/300.0] [batch_t 0.240 (0.240)] [data_t 0.062] [optim_t 0.177] [lr 0.000036] [CE 3.256 (2.894)] [KD 0.000 (0.000)] +2024-10-13 20:48:00,136 - Train: 97.16% [364650/375300] [291.5/300.0] [batch_t 0.188 (0.238)] [data_t 0.009] [optim_t 0.179] [lr 0.000036] [CE 2.905 (2.860)] [KD 0.000 (0.000)] +2024-10-13 20:48:12,095 - Train: 97.18% [364700/375300] [291.5/300.0] [batch_t 0.529 (0.239)] [data_t 0.347] [optim_t 0.182] [lr 0.000036] [CE 2.825 (2.827)] [KD 0.000 (0.000)] +2024-10-13 20:48:24,103 - Train: 97.19% [364750/375300] [291.6/300.0] [batch_t 0.274 (0.240)] [data_t 0.097] [optim_t 0.177] [lr 0.000036] [CE 3.018 (2.879)] [KD 0.000 (0.000)] +2024-10-13 20:48:35,877 - Train: 97.20% [364800/375300] [291.6/300.0] [batch_t 0.234 (0.235)] [data_t 0.058] [optim_t 0.176] [lr 0.000036] [CE 2.991 (2.855)] [KD 0.000 (0.000)] +2024-10-13 20:48:48,192 - Train: 97.22% [364850/375300] [291.6/300.0] [batch_t 0.260 (0.246)] [data_t 0.081] [optim_t 0.179] [lr 0.000036] [CE 2.789 (2.881)] [KD 0.000 (0.000)] +2024-10-13 20:49:00,339 - Train: 97.23% [364900/375300] [291.7/300.0] [batch_t 0.282 (0.243)] [data_t 0.105] [optim_t 0.177] [lr 0.000036] [CE 2.758 (2.885)] [KD 0.000 (0.000)] +2024-10-13 20:49:12,343 - Train: 97.24% [364950/375300] [291.7/300.0] [batch_t 0.249 (0.240)] [data_t 0.073] [optim_t 0.176] [lr 0.000036] [CE 3.068 (2.904)] [KD 0.000 (0.000)] +2024-10-13 20:49:24,849 - Train: 97.26% [365000/375300] [291.8/300.0] [batch_t 0.370 (0.250)] [data_t 0.061] [optim_t 0.309] [lr 0.000036] [CE 2.891 (2.855)] [KD 0.000 (0.000)] +2024-10-13 20:49:37,070 - Train: 97.27% [365050/375300] [291.8/300.0] [batch_t 0.189 (0.244)] [data_t 0.009] [optim_t 0.181] [lr 0.000035] [CE 2.845 (2.913)] [KD 0.000 (0.000)] +2024-10-13 20:49:49,453 - Train: 97.28% [365100/375300] [291.8/300.0] [batch_t 0.203 (0.248)] [data_t 0.026] [optim_t 0.177] [lr 0.000035] [CE 2.825 (2.859)] [KD 0.000 (0.000)] +2024-10-13 20:50:01,859 - Train: 97.30% [365150/375300] [291.9/300.0] [batch_t 0.229 (0.248)] [data_t 0.045] [optim_t 0.185] [lr 0.000035] [CE 2.984 (2.850)] [KD 0.000 (0.000)] +2024-10-13 20:50:14,219 - Train: 97.31% [365200/375300] [291.9/300.0] [batch_t 0.262 (0.247)] [data_t 0.080] [optim_t 0.181] [lr 0.000035] [CE 2.851 (2.885)] [KD 0.000 (0.000)] +2024-10-13 20:50:26,406 - Train: 97.32% [365250/375300] [292.0/300.0] [batch_t 0.262 (0.244)] [data_t 0.081] [optim_t 0.180] [lr 0.000035] [CE 2.799 (2.921)] [KD 0.000 (0.000)] +2024-10-13 20:50:48,395 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.241)] [top1_cnt 40658] [top5_cnt 47905] [top_all 50000] +2024-10-13 20:50:48,395 - net: 81.316 (95.810) +2024-10-13 20:51:00,665 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40800] [top5_cnt 47949] [top_all 50000] +2024-10-13 20:51:00,665 - net_E: 81.600 (95.898) +2024-10-13 20:51:00,806 - Max [top1: 81.354 (epoch: 288)] [top1-ema: 81.600 (epoch: 292)] +2024-10-13 20:51:00,807 - ==> Total time: 1 day, 1:17:27 Eta: 0:41:34 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:51:10,631 - Train: 97.34% [365300/375300] [292.0/300.0] [batch_t 0.188 (0.334)] [data_t 0.009] [optim_t 0.179] [lr 0.000035] [CE 3.030 (2.953)] [KD 0.000 (0.000)] +2024-10-13 20:51:21,903 - Train: 97.35% [365350/375300] [292.0/300.0] [batch_t 0.185 (0.225)] [data_t 0.009] [optim_t 0.176] [lr 0.000035] [CE 3.045 (2.893)] [KD 0.000 (0.000)] +2024-10-13 20:51:33,583 - Train: 97.36% [365400/375300] [292.1/300.0] [batch_t 0.190 (0.233)] [data_t 0.009] [optim_t 0.181] [lr 0.000035] [CE 3.070 (2.882)] [KD 0.000 (0.000)] +2024-10-13 20:51:45,307 - Train: 97.38% [365450/375300] [292.1/300.0] [batch_t 0.261 (0.234)] [data_t 0.086] [optim_t 0.176] [lr 0.000035] [CE 2.948 (2.886)] [KD 0.000 (0.000)] +2024-10-13 20:51:57,933 - Train: 97.39% [365500/375300] [292.2/300.0] [batch_t 0.255 (0.252)] [data_t 0.009] [optim_t 0.246] [lr 0.000035] [CE 3.015 (2.856)] [KD 0.000 (0.000)] +2024-10-13 20:52:10,098 - Train: 97.40% [365550/375300] [292.2/300.0] [batch_t 0.251 (0.243)] [data_t 0.009] [optim_t 0.243] [lr 0.000035] [CE 2.893 (2.900)] [KD 0.000 (0.000)] +2024-10-13 20:52:22,152 - Train: 97.42% [365600/375300] [292.2/300.0] [batch_t 0.221 (0.241)] [data_t 0.009] [optim_t 0.212] [lr 0.000035] [CE 2.725 (2.897)] [KD 0.000 (0.000)] +2024-10-13 20:52:34,256 - Train: 97.43% [365650/375300] [292.3/300.0] [batch_t 0.186 (0.242)] [data_t 0.009] [optim_t 0.177] [lr 0.000035] [CE 3.130 (2.918)] [KD 0.000 (0.000)] +2024-10-13 20:52:46,188 - Train: 97.44% [365700/375300] [292.3/300.0] [batch_t 0.204 (0.239)] [data_t 0.009] [optim_t 0.195] [lr 0.000035] [CE 3.180 (2.868)] [KD 0.000 (0.000)] +2024-10-13 20:52:58,387 - Train: 97.46% [365750/375300] [292.4/300.0] [batch_t 0.192 (0.244)] [data_t 0.009] [optim_t 0.183] [lr 0.000035] [CE 2.675 (2.857)] [KD 0.000 (0.000)] +2024-10-13 20:53:10,025 - Train: 97.47% [365800/375300] [292.4/300.0] [batch_t 0.249 (0.233)] [data_t 0.009] [optim_t 0.240] [lr 0.000035] [CE 2.806 (2.888)] [KD 0.000 (0.000)] +2024-10-13 20:53:21,866 - Train: 97.48% [365850/375300] [292.4/300.0] [batch_t 0.235 (0.237)] [data_t 0.009] [optim_t 0.226] [lr 0.000035] [CE 3.140 (2.889)] [KD 0.000 (0.000)] +2024-10-13 20:53:34,218 - Train: 97.50% [365900/375300] [292.5/300.0] [batch_t 0.249 (0.247)] [data_t 0.009] [optim_t 0.240] [lr 0.000035] [CE 2.786 (2.863)] [KD 0.000 (0.000)] +2024-10-13 20:53:46,418 - Train: 97.51% [365950/375300] [292.5/300.0] [batch_t 0.272 (0.244)] [data_t 0.009] [optim_t 0.263] [lr 0.000035] [CE 2.902 (2.864)] [KD 0.000 (0.000)] +2024-10-13 20:53:58,532 - Train: 97.52% [366000/375300] [292.6/300.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.000034] [CE 3.082 (2.898)] [KD 0.000 (0.000)] +2024-10-13 20:54:10,674 - Train: 97.54% [366050/375300] [292.6/300.0] [batch_t 0.196 (0.243)] [data_t 0.009] [optim_t 0.188] [lr 0.000034] [CE 2.672 (2.906)] [KD 0.000 (0.000)] +2024-10-13 20:54:22,854 - Train: 97.55% [366100/375300] [292.6/300.0] [batch_t 0.246 (0.243)] [data_t 0.009] [optim_t 0.237] [lr 0.000034] [CE 2.863 (2.871)] [KD 0.000 (0.000)] +2024-10-13 20:54:34,874 - Train: 97.56% [366150/375300] [292.7/300.0] [batch_t 0.220 (0.240)] [data_t 0.009] [optim_t 0.212] [lr 0.000034] [CE 2.864 (2.878)] [KD 0.000 (0.000)] +2024-10-13 20:54:46,807 - Train: 97.58% [366200/375300] [292.7/300.0] [batch_t 0.259 (0.239)] [data_t 0.009] [optim_t 0.250] [lr 0.000034] [CE 2.721 (2.853)] [KD 0.000 (0.000)] +2024-10-13 20:54:58,896 - Train: 97.59% [366250/375300] [292.8/300.0] [batch_t 0.241 (0.242)] [data_t 0.009] [optim_t 0.232] [lr 0.000034] [CE 3.025 (2.854)] [KD 0.000 (0.000)] +2024-10-13 20:55:11,043 - Train: 97.60% [366300/375300] [292.8/300.0] [batch_t 0.229 (0.243)] [data_t 0.009] [optim_t 0.221] [lr 0.000034] [CE 3.049 (2.859)] [KD 0.000 (0.000)] +2024-10-13 20:55:23,294 - Train: 97.62% [366350/375300] [292.8/300.0] [batch_t 0.216 (0.245)] [data_t 0.009] [optim_t 0.207] [lr 0.000034] [CE 2.797 (2.861)] [KD 0.000 (0.000)] +2024-10-13 20:55:35,462 - Train: 97.63% [366400/375300] [292.9/300.0] [batch_t 0.208 (0.243)] [data_t 0.009] [optim_t 0.199] [lr 0.000034] [CE 2.794 (2.892)] [KD 0.000 (0.000)] +2024-10-13 20:55:47,525 - Train: 97.64% [366450/375300] [292.9/300.0] [batch_t 0.312 (0.241)] [data_t 0.009] [optim_t 0.303] [lr 0.000034] [CE 2.839 (2.881)] [KD 0.000 (0.000)] +2024-10-13 20:55:59,829 - Train: 97.66% [366500/375300] [293.0/300.0] [batch_t 0.272 (0.246)] [data_t 0.093] [optim_t 0.179] [lr 0.000034] [CE 2.706 (2.869)] [KD 0.000 (0.000)] +2024-10-13 20:56:22,384 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 40743] [top5_cnt 47901] [top_all 50000] +2024-10-13 20:56:22,385 - net: 81.486 (95.802) +2024-10-13 20:56:34,985 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.245)] [top1_cnt 40787] [top5_cnt 47944] [top_all 50000] +2024-10-13 20:56:34,985 - net_E: 81.574 (95.888) +2024-10-13 20:56:35,164 - Max [top1: 81.486 (epoch: 293)] [top1-ema: 81.600 (epoch: 292)] +2024-10-13 20:56:35,165 - ==> Total time: 1 day, 1:23:02 Eta: 0:36:23 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 20:56:41,898 - Train: 97.67% [366550/375300] [293.0/300.0] [batch_t 0.198 (0.380)] [data_t 0.009] [optim_t 0.189] [lr 0.000034] [CE 3.046 (2.866)] [KD 0.000 (0.000)] +2024-10-13 20:56:52,639 - Train: 97.68% [366600/375300] [293.0/300.0] [batch_t 0.189 (0.215)] [data_t 0.009] [optim_t 0.180] [lr 0.000034] [CE 2.835 (2.846)] [KD 0.000 (0.000)] +2024-10-13 20:57:04,569 - Train: 97.70% [366650/375300] [293.1/300.0] [batch_t 0.186 (0.238)] [data_t 0.009] [optim_t 0.177] [lr 0.000034] [CE 2.963 (2.863)] [KD 0.000 (0.000)] +2024-10-13 20:57:17,093 - Train: 97.71% [366700/375300] [293.1/300.0] [batch_t 0.193 (0.250)] [data_t 0.009] [optim_t 0.185] [lr 0.000034] [CE 3.095 (2.879)] [KD 0.000 (0.000)] +2024-10-13 20:57:28,624 - Train: 97.72% [366750/375300] [293.2/300.0] [batch_t 0.254 (0.230)] [data_t 0.009] [optim_t 0.245] [lr 0.000034] [CE 2.927 (2.844)] [KD 0.000 (0.000)] +2024-10-13 20:57:40,592 - Train: 97.74% [366800/375300] [293.2/300.0] [batch_t 0.197 (0.239)] [data_t 0.009] [optim_t 0.188] [lr 0.000034] [CE 2.654 (2.899)] [KD 0.000 (0.000)] +2024-10-13 20:57:52,419 - Train: 97.75% [366850/375300] [293.2/300.0] [batch_t 0.239 (0.236)] [data_t 0.009] [optim_t 0.230] [lr 0.000034] [CE 2.799 (2.866)] [KD 0.000 (0.000)] +2024-10-13 20:58:04,271 - Train: 97.76% [366900/375300] [293.3/300.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.209] [lr 0.000034] [CE 2.877 (2.880)] [KD 0.000 (0.000)] +2024-10-13 20:58:16,312 - Train: 97.78% [366950/375300] [293.3/300.0] [batch_t 0.207 (0.241)] [data_t 0.009] [optim_t 0.198] [lr 0.000034] [CE 2.750 (2.854)] [KD 0.000 (0.000)] +2024-10-13 20:58:28,483 - Train: 97.79% [367000/375300] [293.4/300.0] [batch_t 0.244 (0.243)] [data_t 0.009] [optim_t 0.235] [lr 0.000034] [CE 3.001 (2.878)] [KD 0.000 (0.000)] +2024-10-13 20:58:40,755 - Train: 97.80% [367050/375300] [293.4/300.0] [batch_t 0.226 (0.245)] [data_t 0.009] [optim_t 0.217] [lr 0.000034] [CE 2.406 (2.915)] [KD 0.000 (0.000)] +2024-10-13 20:58:52,453 - Train: 97.82% [367100/375300] [293.4/300.0] [batch_t 0.209 (0.234)] [data_t 0.009] [optim_t 0.200] [lr 0.000033] [CE 2.841 (2.876)] [KD 0.000 (0.000)] +2024-10-13 20:59:04,241 - Train: 97.83% [367150/375300] [293.5/300.0] [batch_t 0.202 (0.236)] [data_t 0.009] [optim_t 0.193] [lr 0.000033] [CE 2.950 (2.872)] [KD 0.000 (0.000)] +2024-10-13 20:59:15,886 - Train: 97.84% [367200/375300] [293.5/300.0] [batch_t 0.249 (0.233)] [data_t 0.009] [optim_t 0.240] [lr 0.000033] [CE 2.989 (2.869)] [KD 0.000 (0.000)] +2024-10-13 20:59:27,885 - Train: 97.86% [367250/375300] [293.6/300.0] [batch_t 0.259 (0.240)] [data_t 0.009] [optim_t 0.250] [lr 0.000033] [CE 3.039 (2.875)] [KD 0.000 (0.000)] +2024-10-13 20:59:40,118 - Train: 97.87% [367300/375300] [293.6/300.0] [batch_t 0.273 (0.245)] [data_t 0.009] [optim_t 0.264] [lr 0.000033] [CE 3.026 (2.852)] [KD 0.000 (0.000)] +2024-10-13 20:59:52,106 - Train: 97.88% [367350/375300] [293.6/300.0] [batch_t 0.225 (0.240)] [data_t 0.009] [optim_t 0.216] [lr 0.000033] [CE 2.656 (2.872)] [KD 0.000 (0.000)] +2024-10-13 21:00:04,146 - Train: 97.90% [367400/375300] [293.7/300.0] [batch_t 0.210 (0.241)] [data_t 0.009] [optim_t 0.201] [lr 0.000033] [CE 2.715 (2.861)] [KD 0.000 (0.000)] +2024-10-13 21:00:16,293 - Train: 97.91% [367450/375300] [293.7/300.0] [batch_t 0.224 (0.243)] [data_t 0.009] [optim_t 0.215] [lr 0.000033] [CE 2.870 (2.855)] [KD 0.000 (0.000)] +2024-10-13 21:00:28,560 - Train: 97.92% [367500/375300] [293.8/300.0] [batch_t 0.250 (0.245)] [data_t 0.009] [optim_t 0.241] [lr 0.000033] [CE 2.999 (2.838)] [KD 0.000 (0.000)] +2024-10-13 21:00:41,087 - Train: 97.93% [367550/375300] [293.8/300.0] [batch_t 0.188 (0.250)] [data_t 0.009] [optim_t 0.179] [lr 0.000033] [CE 2.845 (2.875)] [KD 0.000 (0.000)] +2024-10-13 21:00:52,998 - Train: 97.95% [367600/375300] [293.8/300.0] [batch_t 0.227 (0.238)] [data_t 0.009] [optim_t 0.218] [lr 0.000033] [CE 2.968 (2.896)] [KD 0.000 (0.000)] +2024-10-13 21:01:05,583 - Train: 97.96% [367650/375300] [293.9/300.0] [batch_t 0.252 (0.252)] [data_t 0.009] [optim_t 0.243] [lr 0.000033] [CE 2.898 (2.865)] [KD 0.000 (0.000)] +2024-10-13 21:01:17,766 - Train: 97.97% [367700/375300] [293.9/300.0] [batch_t 0.254 (0.244)] [data_t 0.009] [optim_t 0.245] [lr 0.000033] [CE 2.648 (2.846)] [KD 0.000 (0.000)] +2024-10-13 21:01:29,836 - Train: 97.99% [367750/375300] [294.0/300.0] [batch_t 0.217 (0.241)] [data_t 0.009] [optim_t 0.208] [lr 0.000033] [CE 2.752 (2.883)] [KD 0.000 (0.000)] +2024-10-13 21:01:52,598 - Test (net): 100.00% [50/50] [batch_t 0.068 (0.249)] [top1_cnt 40691] [top5_cnt 47933] [top_all 50000] +2024-10-13 21:01:52,599 - net: 81.382 (95.866) +2024-10-13 21:02:04,920 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40805] [top5_cnt 47958] [top_all 50000] +2024-10-13 21:02:04,921 - net_E: 81.610 (95.916) +2024-10-13 21:02:05,074 - Max [top1: 81.486 (epoch: 293)] [top1-ema: 81.610 (epoch: 294)] +2024-10-13 21:02:05,074 - ==> Total time: 1 day, 1:28:31 Eta: 0:31:11 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 21:02:11,851 - Train: 98.00% [367800/375300] [294.0/300.0] [batch_t 0.181 (0.409)] [data_t 0.009] [optim_t 0.172] [lr 0.000033] [CE 2.952 (2.920)] [KD 0.000 (0.000)] +2024-10-13 21:02:22,882 - Train: 98.01% [367850/375300] [294.0/300.0] [batch_t 0.188 (0.220)] [data_t 0.009] [optim_t 0.179] [lr 0.000033] [CE 2.940 (2.873)] [KD 0.000 (0.000)] +2024-10-13 21:02:34,357 - Train: 98.03% [367900/375300] [294.1/300.0] [batch_t 0.187 (0.229)] [data_t 0.010] [optim_t 0.177] [lr 0.000033] [CE 2.964 (2.848)] [KD 0.000 (0.000)] +2024-10-13 21:02:46,243 - Train: 98.04% [367950/375300] [294.1/300.0] [batch_t 0.284 (0.238)] [data_t 0.100] [optim_t 0.185] [lr 0.000033] [CE 2.934 (2.897)] [KD 0.000 (0.000)] +2024-10-13 21:02:58,200 - Train: 98.05% [368000/375300] [294.2/300.0] [batch_t 0.270 (0.239)] [data_t 0.091] [optim_t 0.179] [lr 0.000033] [CE 3.017 (2.848)] [KD 0.000 (0.000)] +2024-10-13 21:03:10,315 - Train: 98.07% [368050/375300] [294.2/300.0] [batch_t 0.187 (0.242)] [data_t 0.009] [optim_t 0.178] [lr 0.000033] [CE 2.921 (2.859)] [KD 0.000 (0.000)] +2024-10-13 21:03:22,500 - Train: 98.08% [368100/375300] [294.2/300.0] [batch_t 0.218 (0.244)] [data_t 0.009] [optim_t 0.209] [lr 0.000033] [CE 3.059 (2.795)] [KD 0.000 (0.000)] +2024-10-13 21:03:35,131 - Train: 98.09% [368150/375300] [294.3/300.0] [batch_t 0.273 (0.252)] [data_t 0.009] [optim_t 0.264] [lr 0.000033] [CE 2.849 (2.838)] [KD 0.000 (0.000)] +2024-10-13 21:03:47,442 - Train: 98.11% [368200/375300] [294.3/300.0] [batch_t 0.220 (0.246)] [data_t 0.009] [optim_t 0.211] [lr 0.000033] [CE 2.924 (2.867)] [KD 0.000 (0.000)] +2024-10-13 21:03:59,787 - Train: 98.12% [368250/375300] [294.4/300.0] [batch_t 0.267 (0.247)] [data_t 0.009] [optim_t 0.258] [lr 0.000033] [CE 2.845 (2.840)] [KD 0.000 (0.000)] +2024-10-13 21:04:12,011 - Train: 98.13% [368300/375300] [294.4/300.0] [batch_t 0.223 (0.244)] [data_t 0.009] [optim_t 0.214] [lr 0.000033] [CE 2.860 (2.870)] [KD 0.000 (0.000)] +2024-10-13 21:04:24,364 - Train: 98.15% [368350/375300] [294.4/300.0] [batch_t 0.470 (0.247)] [data_t 0.009] [optim_t 0.461] [lr 0.000033] [CE 2.961 (2.855)] [KD 0.000 (0.000)] +2024-10-13 21:04:36,506 - Train: 98.16% [368400/375300] [294.5/300.0] [batch_t 0.282 (0.243)] [data_t 0.009] [optim_t 0.273] [lr 0.000032] [CE 2.897 (2.840)] [KD 0.000 (0.000)] +2024-10-13 21:04:48,881 - Train: 98.17% [368450/375300] [294.5/300.0] [batch_t 0.190 (0.247)] [data_t 0.009] [optim_t 0.181] [lr 0.000032] [CE 3.008 (2.871)] [KD 0.000 (0.000)] +2024-10-13 21:05:00,919 - Train: 98.19% [368500/375300] [294.6/300.0] [batch_t 0.240 (0.241)] [data_t 0.009] [optim_t 0.231] [lr 0.000032] [CE 2.892 (2.826)] [KD 0.000 (0.000)] +2024-10-13 21:05:13,325 - Train: 98.20% [368550/375300] [294.6/300.0] [batch_t 0.467 (0.248)] [data_t 0.009] [optim_t 0.458] [lr 0.000032] [CE 2.791 (2.847)] [KD 0.000 (0.000)] +2024-10-13 21:05:25,302 - Train: 98.21% [368600/375300] [294.6/300.0] [batch_t 0.220 (0.239)] [data_t 0.009] [optim_t 0.211] [lr 0.000032] [CE 2.914 (2.839)] [KD 0.000 (0.000)] +2024-10-13 21:05:37,426 - Train: 98.23% [368650/375300] [294.7/300.0] [batch_t 0.238 (0.242)] [data_t 0.009] [optim_t 0.229] [lr 0.000032] [CE 3.024 (2.842)] [KD 0.000 (0.000)] +2024-10-13 21:05:49,956 - Train: 98.24% [368700/375300] [294.7/300.0] [batch_t 0.274 (0.251)] [data_t 0.009] [optim_t 0.265] [lr 0.000032] [CE 2.980 (2.889)] [KD 0.000 (0.000)] +2024-10-13 21:06:02,294 - Train: 98.25% [368750/375300] [294.8/300.0] [batch_t 0.239 (0.247)] [data_t 0.009] [optim_t 0.230] [lr 0.000032] [CE 2.863 (2.838)] [KD 0.000 (0.000)] +2024-10-13 21:06:14,634 - Train: 98.27% [368800/375300] [294.8/300.0] [batch_t 0.279 (0.247)] [data_t 0.009] [optim_t 0.271] [lr 0.000032] [CE 3.367 (2.892)] [KD 0.000 (0.000)] +2024-10-13 21:06:27,118 - Train: 98.28% [368850/375300] [294.8/300.0] [batch_t 0.276 (0.250)] [data_t 0.009] [optim_t 0.267] [lr 0.000032] [CE 2.677 (2.885)] [KD 0.000 (0.000)] +2024-10-13 21:06:39,511 - Train: 98.29% [368900/375300] [294.9/300.0] [batch_t 0.217 (0.248)] [data_t 0.009] [optim_t 0.208] [lr 0.000032] [CE 2.959 (2.838)] [KD 0.000 (0.000)] +2024-10-13 21:06:51,808 - Train: 98.31% [368950/375300] [294.9/300.0] [batch_t 0.243 (0.246)] [data_t 0.009] [optim_t 0.234] [lr 0.000032] [CE 2.821 (2.828)] [KD 0.000 (0.000)] +2024-10-13 21:07:03,968 - Train: 98.32% [369000/375300] [295.0/300.0] [batch_t 0.291 (0.243)] [data_t 0.009] [optim_t 0.282] [lr 0.000032] [CE 2.531 (2.850)] [KD 0.000 (0.000)] +2024-10-13 21:07:26,413 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.239)] [top1_cnt 40752] [top5_cnt 47956] [top_all 50000] +2024-10-13 21:07:26,414 - net: 81.504 (95.912) +2024-10-13 21:07:38,872 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.242)] [top1_cnt 40817] [top5_cnt 47946] [top_all 50000] +2024-10-13 21:07:38,873 - net_E: 81.634 (95.892) +2024-10-13 21:07:39,025 - Max [top1: 81.504 (epoch: 295)] [top1-ema: 81.634 (epoch: 295)] +2024-10-13 21:07:39,026 - ==> Total time: 1 day, 1:34:05 Eta: 0:26:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 21:07:47,034 - Train: 98.33% [369050/375300] [295.0/300.0] [batch_t 0.186 (0.431)] [data_t 0.009] [optim_t 0.177] [lr 0.000032] [CE 2.791 (2.866)] [KD 0.000 (0.000)] +2024-10-13 21:07:58,078 - Train: 98.35% [369100/375300] [295.0/300.0] [batch_t 0.302 (0.221)] [data_t 0.009] [optim_t 0.293] [lr 0.000032] [CE 2.916 (2.859)] [KD 0.000 (0.000)] +2024-10-13 21:08:10,101 - Train: 98.36% [369150/375300] [295.1/300.0] [batch_t 0.242 (0.240)] [data_t 0.009] [optim_t 0.233] [lr 0.000032] [CE 2.924 (2.861)] [KD 0.000 (0.000)] +2024-10-13 21:08:21,975 - Train: 98.37% [369200/375300] [295.1/300.0] [batch_t 0.189 (0.237)] [data_t 0.009] [optim_t 0.180] [lr 0.000032] [CE 2.655 (2.833)] [KD 0.000 (0.000)] +2024-10-13 21:08:34,278 - Train: 98.39% [369250/375300] [295.2/300.0] [batch_t 0.247 (0.246)] [data_t 0.009] [optim_t 0.238] [lr 0.000032] [CE 2.915 (2.907)] [KD 0.000 (0.000)] +2024-10-13 21:08:45,963 - Train: 98.40% [369300/375300] [295.2/300.0] [batch_t 0.235 (0.234)] [data_t 0.009] [optim_t 0.226] [lr 0.000032] [CE 2.919 (2.875)] [KD 0.000 (0.000)] +2024-10-13 21:08:57,764 - Train: 98.41% [369350/375300] [295.2/300.0] [batch_t 0.236 (0.236)] [data_t 0.009] [optim_t 0.227] [lr 0.000032] [CE 2.492 (2.838)] [KD 0.000 (0.000)] +2024-10-13 21:09:09,636 - Train: 98.43% [369400/375300] [295.3/300.0] [batch_t 0.185 (0.237)] [data_t 0.009] [optim_t 0.177] [lr 0.000032] [CE 2.854 (2.821)] [KD 0.000 (0.000)] +2024-10-13 21:09:21,417 - Train: 98.44% [369450/375300] [295.3/300.0] [batch_t 0.266 (0.235)] [data_t 0.009] [optim_t 0.257] [lr 0.000032] [CE 2.889 (2.910)] [KD 0.000 (0.000)] +2024-10-13 21:09:33,310 - Train: 98.45% [369500/375300] [295.4/300.0] [batch_t 0.255 (0.238)] [data_t 0.009] [optim_t 0.246] [lr 0.000032] [CE 2.956 (2.890)] [KD 0.000 (0.000)] +2024-10-13 21:09:45,147 - Train: 98.47% [369550/375300] [295.4/300.0] [batch_t 0.250 (0.237)] [data_t 0.009] [optim_t 0.241] [lr 0.000032] [CE 2.853 (2.905)] [KD 0.000 (0.000)] +2024-10-13 21:09:56,810 - Train: 98.48% [369600/375300] [295.4/300.0] [batch_t 0.212 (0.233)] [data_t 0.010] [optim_t 0.201] [lr 0.000032] [CE 3.100 (2.891)] [KD 0.000 (0.000)] +2024-10-13 21:10:08,517 - Train: 98.49% [369650/375300] [295.5/300.0] [batch_t 0.192 (0.234)] [data_t 0.009] [optim_t 0.183] [lr 0.000032] [CE 2.742 (2.864)] [KD 0.000 (0.000)] +2024-10-13 21:10:20,420 - Train: 98.51% [369700/375300] [295.5/300.0] [batch_t 0.252 (0.238)] [data_t 0.009] [optim_t 0.243] [lr 0.000032] [CE 2.974 (2.901)] [KD 0.000 (0.000)] +2024-10-13 21:10:32,536 - Train: 98.52% [369750/375300] [295.6/300.0] [batch_t 0.196 (0.242)] [data_t 0.009] [optim_t 0.187] [lr 0.000032] [CE 2.455 (2.874)] [KD 0.000 (0.000)] +2024-10-13 21:10:44,439 - Train: 98.53% [369800/375300] [295.6/300.0] [batch_t 0.300 (0.238)] [data_t 0.009] [optim_t 0.291] [lr 0.000032] [CE 2.760 (2.899)] [KD 0.000 (0.000)] +2024-10-13 21:10:56,365 - Train: 98.55% [369850/375300] [295.6/300.0] [batch_t 0.240 (0.238)] [data_t 0.009] [optim_t 0.231] [lr 0.000032] [CE 3.054 (2.887)] [KD 0.000 (0.000)] +2024-10-13 21:11:08,176 - Train: 98.56% [369900/375300] [295.7/300.0] [batch_t 0.262 (0.236)] [data_t 0.009] [optim_t 0.253] [lr 0.000032] [CE 2.821 (2.855)] [KD 0.000 (0.000)] +2024-10-13 21:11:20,249 - Train: 98.57% [369950/375300] [295.7/300.0] [batch_t 0.281 (0.241)] [data_t 0.009] [optim_t 0.272] [lr 0.000031] [CE 3.015 (2.873)] [KD 0.000 (0.000)] +2024-10-13 21:11:32,271 - Train: 98.59% [370000/375300] [295.8/300.0] [batch_t 0.190 (0.240)] [data_t 0.009] [optim_t 0.181] [lr 0.000031] [CE 2.592 (2.892)] [KD 0.000 (0.000)] +2024-10-13 21:11:44,219 - Train: 98.60% [370050/375300] [295.8/300.0] [batch_t 0.230 (0.239)] [data_t 0.009] [optim_t 0.221] [lr 0.000031] [CE 2.925 (2.861)] [KD 0.000 (0.000)] +2024-10-13 21:11:56,298 - Train: 98.61% [370100/375300] [295.8/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.000031] [CE 2.912 (2.889)] [KD 0.000 (0.000)] +2024-10-13 21:12:08,337 - Train: 98.63% [370150/375300] [295.9/300.0] [batch_t 0.227 (0.241)] [data_t 0.009] [optim_t 0.218] [lr 0.000031] [CE 2.661 (2.861)] [KD 0.000 (0.000)] +2024-10-13 21:12:20,305 - Train: 98.64% [370200/375300] [295.9/300.0] [batch_t 0.216 (0.239)] [data_t 0.009] [optim_t 0.207] [lr 0.000031] [CE 2.831 (2.883)] [KD 0.000 (0.000)] +2024-10-13 21:12:32,141 - Train: 98.65% [370250/375300] [296.0/300.0] [batch_t 0.266 (0.237)] [data_t 0.009] [optim_t 0.257] [lr 0.000031] [CE 2.552 (2.841)] [KD 0.000 (0.000)] +2024-10-13 21:12:54,825 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40678] [top5_cnt 47920] [top_all 50000] +2024-10-13 21:12:54,825 - net: 81.356 (95.840) +2024-10-13 21:13:07,464 - Test (net_E): 100.00% [50/50] [batch_t 0.070 (0.246)] [top1_cnt 40810] [top5_cnt 47944] [top_all 50000] +2024-10-13 21:13:07,464 - net_E: 81.620 (95.888) +2024-10-13 21:13:07,607 - Max [top1: 81.504 (epoch: 295)] [top1-ema: 81.634 (epoch: 295)] +2024-10-13 21:13:07,607 - ==> Total time: 1 day, 1:39:34 Eta: 0:20:48 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 21:13:12,035 - Train: 98.67% [370300/375300] [296.0/300.0] [batch_t 0.191 (0.790)] [data_t 0.009] [optim_t 0.181] [lr 0.000031] [CE 2.936 (2.866)] [KD 0.000 (0.000)] +2024-10-13 21:13:23,261 - Train: 98.68% [370350/375300] [296.0/300.0] [batch_t 0.188 (0.224)] [data_t 0.009] [optim_t 0.179] [lr 0.000031] [CE 3.007 (2.871)] [KD 0.000 (0.000)] +2024-10-13 21:13:35,731 - Train: 98.69% [370400/375300] [296.1/300.0] [batch_t 0.228 (0.249)] [data_t 0.009] [optim_t 0.219] [lr 0.000031] [CE 3.104 (2.811)] [KD 0.000 (0.000)] +2024-10-13 21:13:47,964 - Train: 98.71% [370450/375300] [296.1/300.0] [batch_t 0.235 (0.245)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 2.851 (2.883)] [KD 0.000 (0.000)] +2024-10-13 21:14:00,330 - Train: 98.72% [370500/375300] [296.2/300.0] [batch_t 0.208 (0.247)] [data_t 0.009] [optim_t 0.199] [lr 0.000031] [CE 2.796 (2.862)] [KD 0.000 (0.000)] +2024-10-13 21:14:12,654 - Train: 98.73% [370550/375300] [296.2/300.0] [batch_t 0.276 (0.246)] [data_t 0.009] [optim_t 0.267] [lr 0.000031] [CE 2.722 (2.858)] [KD 0.000 (0.000)] +2024-10-13 21:14:24,755 - Train: 98.75% [370600/375300] [296.2/300.0] [batch_t 0.315 (0.242)] [data_t 0.009] [optim_t 0.306] [lr 0.000031] [CE 2.819 (2.877)] [KD 0.000 (0.000)] +2024-10-13 21:14:36,978 - Train: 98.76% [370650/375300] [296.3/300.0] [batch_t 0.266 (0.244)] [data_t 0.009] [optim_t 0.258] [lr 0.000031] [CE 3.245 (2.896)] [KD 0.000 (0.000)] +2024-10-13 21:14:49,308 - Train: 98.77% [370700/375300] [296.3/300.0] [batch_t 0.199 (0.246)] [data_t 0.009] [optim_t 0.190] [lr 0.000031] [CE 3.074 (2.895)] [KD 0.000 (0.000)] +2024-10-13 21:15:01,384 - Train: 98.79% [370750/375300] [296.4/300.0] [batch_t 0.185 (0.241)] [data_t 0.009] [optim_t 0.176] [lr 0.000031] [CE 3.273 (2.820)] [KD 0.000 (0.000)] +2024-10-13 21:15:13,442 - Train: 98.80% [370800/375300] [296.4/300.0] [batch_t 0.231 (0.241)] [data_t 0.009] [optim_t 0.222] [lr 0.000031] [CE 2.597 (2.870)] [KD 0.000 (0.000)] +2024-10-13 21:15:25,806 - Train: 98.81% [370850/375300] [296.4/300.0] [batch_t 0.268 (0.247)] [data_t 0.009] [optim_t 0.259] [lr 0.000031] [CE 3.039 (2.851)] [KD 0.000 (0.000)] +2024-10-13 21:15:38,055 - Train: 98.83% [370900/375300] [296.5/300.0] [batch_t 0.195 (0.245)] [data_t 0.009] [optim_t 0.187] [lr 0.000031] [CE 2.717 (2.872)] [KD 0.000 (0.000)] +2024-10-13 21:15:50,115 - Train: 98.84% [370950/375300] [296.5/300.0] [batch_t 0.258 (0.241)] [data_t 0.009] [optim_t 0.250] [lr 0.000031] [CE 2.668 (2.875)] [KD 0.000 (0.000)] +2024-10-13 21:16:02,648 - Train: 98.85% [371000/375300] [296.6/300.0] [batch_t 0.189 (0.251)] [data_t 0.009] [optim_t 0.180] [lr 0.000031] [CE 2.734 (2.867)] [KD 0.000 (0.000)] +2024-10-13 21:16:14,352 - Train: 98.87% [371050/375300] [296.6/300.0] [batch_t 0.270 (0.234)] [data_t 0.009] [optim_t 0.261] [lr 0.000031] [CE 3.084 (2.856)] [KD 0.000 (0.000)] +2024-10-13 21:16:26,367 - Train: 98.88% [371100/375300] [296.6/300.0] [batch_t 0.201 (0.240)] [data_t 0.009] [optim_t 0.192] [lr 0.000031] [CE 2.652 (2.845)] [KD 0.000 (0.000)] +2024-10-13 21:16:38,805 - Train: 98.89% [371150/375300] [296.7/300.0] [batch_t 0.191 (0.249)] [data_t 0.009] [optim_t 0.182] [lr 0.000031] [CE 2.999 (2.878)] [KD 0.000 (0.000)] +2024-10-13 21:16:50,841 - Train: 98.91% [371200/375300] [296.7/300.0] [batch_t 0.189 (0.241)] [data_t 0.009] [optim_t 0.180] [lr 0.000031] [CE 3.076 (2.843)] [KD 0.000 (0.000)] +2024-10-13 21:17:03,044 - Train: 98.92% [371250/375300] [296.8/300.0] [batch_t 0.233 (0.244)] [data_t 0.009] [optim_t 0.224] [lr 0.000031] [CE 2.948 (2.865)] [KD 0.000 (0.000)] +2024-10-13 21:17:14,935 - Train: 98.93% [371300/375300] [296.8/300.0] [batch_t 0.252 (0.238)] [data_t 0.009] [optim_t 0.243] [lr 0.000031] [CE 2.629 (2.871)] [KD 0.000 (0.000)] +2024-10-13 21:17:27,142 - Train: 98.95% [371350/375300] [296.8/300.0] [batch_t 0.203 (0.244)] [data_t 0.009] [optim_t 0.194] [lr 0.000031] [CE 2.748 (2.869)] [KD 0.000 (0.000)] +2024-10-13 21:17:39,005 - Train: 98.96% [371400/375300] [296.9/300.0] [batch_t 0.243 (0.237)] [data_t 0.009] [optim_t 0.234] [lr 0.000031] [CE 3.139 (2.866)] [KD 0.000 (0.000)] +2024-10-13 21:17:51,163 - Train: 98.97% [371450/375300] [296.9/300.0] [batch_t 0.198 (0.243)] [data_t 0.009] [optim_t 0.189] [lr 0.000031] [CE 2.848 (2.819)] [KD 0.000 (0.000)] +2024-10-13 21:18:03,188 - Train: 98.99% [371500/375300] [297.0/300.0] [batch_t 0.189 (0.240)] [data_t 0.009] [optim_t 0.180] [lr 0.000031] [CE 2.527 (2.859)] [KD 0.000 (0.000)] +2024-10-13 21:18:26,732 - Test (net): 100.00% [50/50] [batch_t 0.079 (0.249)] [top1_cnt 40636] [top5_cnt 47881] [top_all 50000] +2024-10-13 21:18:26,733 - net: 81.272 (95.762) +2024-10-13 21:18:39,584 - Test (net_E): 100.00% [50/50] [batch_t 0.080 (0.249)] [top1_cnt 40796] [top5_cnt 47953] [top_all 50000] +2024-10-13 21:18:39,584 - net_E: 81.592 (95.906) +2024-10-13 21:18:39,745 - Max [top1: 81.504 (epoch: 295)] [top1-ema: 81.634 (epoch: 295)] +2024-10-13 21:18:39,746 - ==> Total time: 1 day, 1:45:06 Eta: 0:15:36 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 21:18:43,619 - Train: 99.00% [371550/375300] [297.0/300.0] [batch_t 0.189 (0.886)] [data_t 0.009] [optim_t 0.180] [lr 0.000031] [CE 2.897 (2.966)] [KD 0.000 (0.000)] +2024-10-13 21:18:55,297 - Train: 99.01% [371600/375300] [297.0/300.0] [batch_t 0.267 (0.233)] [data_t 0.089] [optim_t 0.179] [lr 0.000031] [CE 2.571 (2.855)] [KD 0.000 (0.000)] +2024-10-13 21:19:07,276 - Train: 99.03% [371650/375300] [297.1/300.0] [batch_t 0.185 (0.239)] [data_t 0.009] [optim_t 0.176] [lr 0.000031] [CE 2.866 (2.856)] [KD 0.000 (0.000)] +2024-10-13 21:19:19,120 - Train: 99.04% [371700/375300] [297.1/300.0] [batch_t 0.187 (0.237)] [data_t 0.009] [optim_t 0.178] [lr 0.000031] [CE 3.050 (2.866)] [KD 0.000 (0.000)] +2024-10-13 21:19:31,224 - Train: 99.05% [371750/375300] [297.2/300.0] [batch_t 0.239 (0.242)] [data_t 0.009] [optim_t 0.230] [lr 0.000031] [CE 2.800 (2.861)] [KD 0.000 (0.000)] +2024-10-13 21:19:43,282 - Train: 99.07% [371800/375300] [297.2/300.0] [batch_t 0.234 (0.241)] [data_t 0.009] [optim_t 0.225] [lr 0.000031] [CE 2.765 (2.862)] [KD 0.000 (0.000)] +2024-10-13 21:19:55,129 - Train: 99.08% [371850/375300] [297.2/300.0] [batch_t 0.251 (0.237)] [data_t 0.009] [optim_t 0.242] [lr 0.000031] [CE 2.967 (2.877)] [KD 0.000 (0.000)] +2024-10-13 21:20:07,053 - Train: 99.09% [371900/375300] [297.3/300.0] [batch_t 0.185 (0.238)] [data_t 0.009] [optim_t 0.176] [lr 0.000031] [CE 2.890 (2.893)] [KD 0.000 (0.000)] +2024-10-13 21:20:19,120 - Train: 99.11% [371950/375300] [297.3/300.0] [batch_t 0.235 (0.241)] [data_t 0.009] [optim_t 0.226] [lr 0.000031] [CE 2.934 (2.877)] [KD 0.000 (0.000)] +2024-10-13 21:20:31,137 - Train: 99.12% [372000/375300] [297.4/300.0] [batch_t 0.190 (0.240)] [data_t 0.009] [optim_t 0.181] [lr 0.000031] [CE 3.016 (2.850)] [KD 0.000 (0.000)] +2024-10-13 21:20:42,827 - Train: 99.13% [372050/375300] [297.4/300.0] [batch_t 0.190 (0.234)] [data_t 0.009] [optim_t 0.181] [lr 0.000031] [CE 3.044 (2.885)] [KD 0.000 (0.000)] +2024-10-13 21:20:54,772 - Train: 99.15% [372100/375300] [297.4/300.0] [batch_t 0.249 (0.239)] [data_t 0.009] [optim_t 0.240] [lr 0.000031] [CE 2.706 (2.845)] [KD 0.000 (0.000)] +2024-10-13 21:21:06,682 - Train: 99.16% [372150/375300] [297.5/300.0] [batch_t 0.187 (0.238)] [data_t 0.009] [optim_t 0.178] [lr 0.000031] [CE 2.638 (2.857)] [KD 0.000 (0.000)] +2024-10-13 21:21:18,463 - Train: 99.17% [372200/375300] [297.5/300.0] [batch_t 0.244 (0.235)] [data_t 0.009] [optim_t 0.235] [lr 0.000031] [CE 2.916 (2.859)] [KD 0.000 (0.000)] +2024-10-13 21:21:30,551 - Train: 99.19% [372250/375300] [297.6/300.0] [batch_t 0.246 (0.242)] [data_t 0.009] [optim_t 0.237] [lr 0.000030] [CE 2.406 (2.852)] [KD 0.000 (0.000)] +2024-10-13 21:21:42,613 - Train: 99.20% [372300/375300] [297.6/300.0] [batch_t 0.225 (0.241)] [data_t 0.009] [optim_t 0.216] [lr 0.000030] [CE 3.007 (2.875)] [KD 0.000 (0.000)] +2024-10-13 21:21:54,674 - Train: 99.21% [372350/375300] [297.6/300.0] [batch_t 0.188 (0.241)] [data_t 0.009] [optim_t 0.179] [lr 0.000030] [CE 2.924 (2.834)] [KD 0.000 (0.000)] +2024-10-13 21:22:06,350 - Train: 99.23% [372400/375300] [297.7/300.0] [batch_t 0.238 (0.233)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 2.513 (2.828)] [KD 0.000 (0.000)] +2024-10-13 21:22:18,017 - Train: 99.24% [372450/375300] [297.7/300.0] [batch_t 0.212 (0.233)] [data_t 0.009] [optim_t 0.203] [lr 0.000030] [CE 2.843 (2.842)] [KD 0.000 (0.000)] +2024-10-13 21:22:30,222 - Train: 99.25% [372500/375300] [297.8/300.0] [batch_t 0.189 (0.244)] [data_t 0.009] [optim_t 0.181] [lr 0.000030] [CE 2.994 (2.884)] [KD 0.000 (0.000)] +2024-10-13 21:22:42,110 - Train: 99.27% [372550/375300] [297.8/300.0] [batch_t 0.191 (0.238)] [data_t 0.009] [optim_t 0.182] [lr 0.000030] [CE 2.603 (2.858)] [KD 0.000 (0.000)] +2024-10-13 21:22:54,443 - Train: 99.28% [372600/375300] [297.8/300.0] [batch_t 0.190 (0.247)] [data_t 0.009] [optim_t 0.181] [lr 0.000030] [CE 3.107 (2.871)] [KD 0.000 (0.000)] +2024-10-13 21:23:06,340 - Train: 99.29% [372650/375300] [297.9/300.0] [batch_t 0.260 (0.238)] [data_t 0.009] [optim_t 0.251] [lr 0.000030] [CE 2.812 (2.865)] [KD 0.000 (0.000)] +2024-10-13 21:23:18,400 - Train: 99.31% [372700/375300] [297.9/300.0] [batch_t 0.287 (0.241)] [data_t 0.009] [optim_t 0.278] [lr 0.000030] [CE 2.669 (2.861)] [KD 0.000 (0.000)] +2024-10-13 21:23:30,396 - Train: 99.32% [372750/375300] [298.0/300.0] [batch_t 0.263 (0.240)] [data_t 0.062] [optim_t 0.202] [lr 0.000030] [CE 2.885 (2.867)] [KD 0.000 (0.000)] +2024-10-13 21:23:54,060 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.245)] [top1_cnt 40695] [top5_cnt 47906] [top_all 50000] +2024-10-13 21:23:54,060 - net: 81.390 (95.812) +2024-10-13 21:24:06,367 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.240)] [top1_cnt 40802] [top5_cnt 47949] [top_all 50000] +2024-10-13 21:24:06,367 - net_E: 81.604 (95.898) +2024-10-13 21:24:06,515 - Max [top1: 81.504 (epoch: 295)] [top1-ema: 81.634 (epoch: 295)] +2024-10-13 21:24:06,515 - ==> Total time: 1 day, 1:50:33 Eta: 0:10:24 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 21:24:10,463 - Train: 99.33% [372800/375300] [298.0/300.0] [batch_t 0.291 (1.326)] [data_t 0.112] [optim_t 0.179] [lr 0.000030] [CE 3.081 (2.981)] [KD 0.000 (0.000)] +2024-10-13 21:24:21,706 - Train: 99.35% [372850/375300] [298.0/300.0] [batch_t 0.307 (0.225)] [data_t 0.009] [optim_t 0.298] [lr 0.000030] [CE 2.795 (2.845)] [KD 0.000 (0.000)] +2024-10-13 21:24:34,066 - Train: 99.36% [372900/375300] [298.1/300.0] [batch_t 0.190 (0.247)] [data_t 0.009] [optim_t 0.181] [lr 0.000030] [CE 3.013 (2.821)] [KD 0.000 (0.000)] +2024-10-13 21:24:46,139 - Train: 99.37% [372950/375300] [298.1/300.0] [batch_t 0.183 (0.241)] [data_t 0.009] [optim_t 0.174] [lr 0.000030] [CE 2.704 (2.824)] [KD 0.000 (0.000)] +2024-10-13 21:24:57,969 - Train: 99.39% [373000/375300] [298.2/300.0] [batch_t 0.276 (0.236)] [data_t 0.009] [optim_t 0.268] [lr 0.000030] [CE 2.909 (2.848)] [KD 0.000 (0.000)] +2024-10-13 21:25:10,458 - Train: 99.40% [373050/375300] [298.2/300.0] [batch_t 0.244 (0.250)] [data_t 0.009] [optim_t 0.235] [lr 0.000030] [CE 2.658 (2.907)] [KD 0.000 (0.000)] +2024-10-13 21:25:22,893 - Train: 99.41% [373100/375300] [298.2/300.0] [batch_t 0.242 (0.249)] [data_t 0.009] [optim_t 0.233] [lr 0.000030] [CE 2.940 (2.885)] [KD 0.000 (0.000)] +2024-10-13 21:25:35,108 - Train: 99.43% [373150/375300] [298.3/300.0] [batch_t 0.189 (0.244)] [data_t 0.009] [optim_t 0.180] [lr 0.000030] [CE 3.029 (2.895)] [KD 0.000 (0.000)] +2024-10-13 21:25:47,127 - Train: 99.44% [373200/375300] [298.3/300.0] [batch_t 0.277 (0.240)] [data_t 0.009] [optim_t 0.268] [lr 0.000030] [CE 2.414 (2.819)] [KD 0.000 (0.000)] +2024-10-13 21:25:59,208 - Train: 99.45% [373250/375300] [298.4/300.0] [batch_t 0.242 (0.241)] [data_t 0.009] [optim_t 0.232] [lr 0.000030] [CE 2.631 (2.906)] [KD 0.000 (0.000)] +2024-10-13 21:26:11,358 - Train: 99.47% [373300/375300] [298.4/300.0] [batch_t 0.188 (0.243)] [data_t 0.009] [optim_t 0.179] [lr 0.000030] [CE 2.916 (2.917)] [KD 0.000 (0.000)] +2024-10-13 21:26:22,930 - Train: 99.48% [373350/375300] [298.4/300.0] [batch_t 0.231 (0.231)] [data_t 0.009] [optim_t 0.222] [lr 0.000030] [CE 2.799 (2.836)] [KD 0.000 (0.000)] +2024-10-13 21:26:34,961 - Train: 99.49% [373400/375300] [298.5/300.0] [batch_t 0.238 (0.240)] [data_t 0.009] [optim_t 0.229] [lr 0.000030] [CE 3.095 (2.875)] [KD 0.000 (0.000)] +2024-10-13 21:26:46,730 - Train: 99.51% [373450/375300] [298.5/300.0] [batch_t 0.264 (0.235)] [data_t 0.009] [optim_t 0.255] [lr 0.000030] [CE 2.807 (2.836)] [KD 0.000 (0.000)] +2024-10-13 21:26:58,780 - Train: 99.52% [373500/375300] [298.6/300.0] [batch_t 0.253 (0.241)] [data_t 0.009] [optim_t 0.244] [lr 0.000030] [CE 2.951 (2.820)] [KD 0.000 (0.000)] +2024-10-13 21:27:10,827 - Train: 99.53% [373550/375300] [298.6/300.0] [batch_t 0.250 (0.241)] [data_t 0.009] [optim_t 0.241] [lr 0.000030] [CE 2.989 (2.883)] [KD 0.000 (0.000)] +2024-10-13 21:27:22,748 - Train: 99.55% [373600/375300] [298.6/300.0] [batch_t 0.243 (0.238)] [data_t 0.009] [optim_t 0.234] [lr 0.000030] [CE 3.087 (2.868)] [KD 0.000 (0.000)] +2024-10-13 21:27:34,746 - Train: 99.56% [373650/375300] [298.7/300.0] [batch_t 0.190 (0.240)] [data_t 0.009] [optim_t 0.181] [lr 0.000030] [CE 3.065 (2.856)] [KD 0.000 (0.000)] +2024-10-13 21:27:46,747 - Train: 99.57% [373700/375300] [298.7/300.0] [batch_t 0.235 (0.240)] [data_t 0.009] [optim_t 0.226] [lr 0.000030] [CE 2.939 (2.881)] [KD 0.000 (0.000)] +2024-10-13 21:27:58,610 - Train: 99.59% [373750/375300] [298.8/300.0] [batch_t 0.218 (0.237)] [data_t 0.009] [optim_t 0.210] [lr 0.000030] [CE 2.557 (2.880)] [KD 0.000 (0.000)] +2024-10-13 21:28:10,648 - Train: 99.60% [373800/375300] [298.8/300.0] [batch_t 0.187 (0.241)] [data_t 0.009] [optim_t 0.178] [lr 0.000030] [CE 2.584 (2.835)] [KD 0.000 (0.000)] +2024-10-13 21:28:22,365 - Train: 99.61% [373850/375300] [298.8/300.0] [batch_t 0.221 (0.234)] [data_t 0.009] [optim_t 0.212] [lr 0.000030] [CE 3.006 (2.884)] [KD 0.000 (0.000)] +2024-10-13 21:28:34,196 - Train: 99.63% [373900/375300] [298.9/300.0] [batch_t 0.282 (0.236)] [data_t 0.009] [optim_t 0.273] [lr 0.000030] [CE 3.060 (2.866)] [KD 0.000 (0.000)] +2024-10-13 21:28:46,017 - Train: 99.64% [373950/375300] [298.9/300.0] [batch_t 0.191 (0.236)] [data_t 0.009] [optim_t 0.182] [lr 0.000030] [CE 2.790 (2.840)] [KD 0.000 (0.000)] +2024-10-13 21:28:57,729 - Train: 99.65% [374000/375300] [299.0/300.0] [batch_t 0.290 (0.234)] [data_t 0.112] [optim_t 0.178] [lr 0.000030] [CE 3.048 (2.859)] [KD 0.000 (0.000)] +2024-10-13 21:29:21,522 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.240)] [top1_cnt 40699] [top5_cnt 47926] [top_all 50000] +2024-10-13 21:29:21,522 - net: 81.398 (95.852) +2024-10-13 21:29:33,515 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.234)] [top1_cnt 40805] [top5_cnt 47953] [top_all 50000] +2024-10-13 21:29:33,516 - net_E: 81.610 (95.906) +2024-10-13 21:29:33,667 - Max [top1: 81.504 (epoch: 295)] [top1-ema: 81.634 (epoch: 295)] +2024-10-13 21:29:33,667 - ==> Total time: 1 day, 1:56:00 Eta: 0:05:12 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 21:29:37,233 - Train: 99.67% [374050/375300] [299.0/300.0] [batch_t 2.196 (2.196)] [data_t 1.138] [optim_t 1.059] [lr 0.000030] [CE 3.078 (3.078)] [KD 0.000 (0.000)] +2024-10-13 21:29:48,716 - Train: 99.68% [374100/375300] [299.0/300.0] [batch_t 0.259 (0.230)] [data_t 0.009] [optim_t 0.250] [lr 0.000030] [CE 3.232 (2.838)] [KD 0.000 (0.000)] +2024-10-13 21:30:01,315 - Train: 99.69% [374150/375300] [299.1/300.0] [batch_t 0.273 (0.252)] [data_t 0.009] [optim_t 0.264] [lr 0.000030] [CE 2.605 (2.868)] [KD 0.000 (0.000)] +2024-10-13 21:30:13,322 - Train: 99.71% [374200/375300] [299.1/300.0] [batch_t 0.264 (0.240)] [data_t 0.009] [optim_t 0.256] [lr 0.000030] [CE 2.410 (2.855)] [KD 0.000 (0.000)] +2024-10-13 21:30:25,550 - Train: 99.72% [374250/375300] [299.2/300.0] [batch_t 0.248 (0.244)] [data_t 0.009] [optim_t 0.239] [lr 0.000030] [CE 2.623 (2.857)] [KD 0.000 (0.000)] +2024-10-13 21:30:37,673 - Train: 99.73% [374300/375300] [299.2/300.0] [batch_t 0.189 (0.242)] [data_t 0.009] [optim_t 0.180] [lr 0.000030] [CE 3.004 (2.903)] [KD 0.000 (0.000)] +2024-10-13 21:30:49,649 - Train: 99.75% [374350/375300] [299.2/300.0] [batch_t 0.295 (0.239)] [data_t 0.009] [optim_t 0.287] [lr 0.000030] [CE 3.029 (2.842)] [KD 0.000 (0.000)] +2024-10-13 21:31:01,553 - Train: 99.76% [374400/375300] [299.3/300.0] [batch_t 0.211 (0.238)] [data_t 0.009] [optim_t 0.202] [lr 0.000030] [CE 2.584 (2.838)] [KD 0.000 (0.000)] +2024-10-13 21:31:13,577 - Train: 99.77% [374450/375300] [299.3/300.0] [batch_t 0.279 (0.240)] [data_t 0.009] [optim_t 0.270] [lr 0.000030] [CE 2.523 (2.833)] [KD 0.000 (0.000)] +2024-10-13 21:31:25,404 - Train: 99.79% [374500/375300] [299.4/300.0] [batch_t 0.247 (0.236)] [data_t 0.009] [optim_t 0.238] [lr 0.000030] [CE 2.984 (2.903)] [KD 0.000 (0.000)] +2024-10-13 21:31:36,959 - Train: 99.80% [374550/375300] [299.4/300.0] [batch_t 0.224 (0.231)] [data_t 0.009] [optim_t 0.215] [lr 0.000030] [CE 3.026 (2.880)] [KD 0.000 (0.000)] +2024-10-13 21:31:48,495 - Train: 99.81% [374600/375300] [299.4/300.0] [batch_t 0.277 (0.231)] [data_t 0.009] [optim_t 0.268] [lr 0.000030] [CE 3.066 (2.864)] [KD 0.000 (0.000)] +2024-10-13 21:32:00,429 - Train: 99.83% [374650/375300] [299.5/300.0] [batch_t 0.332 (0.239)] [data_t 0.009] [optim_t 0.322] [lr 0.000030] [CE 3.078 (2.880)] [KD 0.000 (0.000)] +2024-10-13 21:32:11,966 - Train: 99.84% [374700/375300] [299.5/300.0] [batch_t 0.242 (0.231)] [data_t 0.009] [optim_t 0.233] [lr 0.000030] [CE 3.001 (2.899)] [KD 0.000 (0.000)] +2024-10-13 21:32:23,605 - Train: 99.85% [374750/375300] [299.6/300.0] [batch_t 0.232 (0.233)] [data_t 0.009] [optim_t 0.223] [lr 0.000030] [CE 2.877 (2.872)] [KD 0.000 (0.000)] +2024-10-13 21:32:35,199 - Train: 99.87% [374800/375300] [299.6/300.0] [batch_t 0.187 (0.232)] [data_t 0.009] [optim_t 0.178] [lr 0.000030] [CE 2.921 (2.882)] [KD 0.000 (0.000)] +2024-10-13 21:32:47,233 - Train: 99.88% [374850/375300] [299.6/300.0] [batch_t 0.270 (0.241)] [data_t 0.009] [optim_t 0.261] [lr 0.000030] [CE 2.684 (2.837)] [KD 0.000 (0.000)] +2024-10-13 21:32:59,279 - Train: 99.89% [374900/375300] [299.7/300.0] [batch_t 0.275 (0.241)] [data_t 0.009] [optim_t 0.266] [lr 0.000030] [CE 2.734 (2.883)] [KD 0.000 (0.000)] +2024-10-13 21:33:11,461 - Train: 99.91% [374950/375300] [299.7/300.0] [batch_t 0.234 (0.244)] [data_t 0.009] [optim_t 0.225] [lr 0.000030] [CE 2.856 (2.848)] [KD 0.000 (0.000)] +2024-10-13 21:33:23,487 - Train: 99.92% [375000/375300] [299.8/300.0] [batch_t 0.222 (0.240)] [data_t 0.009] [optim_t 0.213] [lr 0.000030] [CE 2.741 (2.863)] [KD 0.000 (0.000)] +2024-10-13 21:33:35,596 - Train: 99.93% [375050/375300] [299.8/300.0] [batch_t 0.212 (0.242)] [data_t 0.009] [optim_t 0.203] [lr 0.000030] [CE 2.556 (2.831)] [KD 0.000 (0.000)] +2024-10-13 21:33:47,796 - Train: 99.95% [375100/375300] [299.8/300.0] [batch_t 0.190 (0.244)] [data_t 0.009] [optim_t 0.181] [lr 0.000030] [CE 3.051 (2.909)] [KD 0.000 (0.000)] +2024-10-13 21:33:59,537 - Train: 99.96% [375150/375300] [299.9/300.0] [batch_t 0.251 (0.235)] [data_t 0.009] [optim_t 0.242] [lr 0.000030] [CE 2.911 (2.834)] [KD 0.000 (0.000)] +2024-10-13 21:34:11,392 - Train: 99.97% [375200/375300] [299.9/300.0] [batch_t 0.201 (0.237)] [data_t 0.009] [optim_t 0.193] [lr 0.000030] [CE 3.049 (2.871)] [KD 0.000 (0.000)] +2024-10-13 21:34:23,421 - Train: 99.99% [375250/375300] [300.0/300.0] [batch_t 0.241 (0.240)] [data_t 0.009] [optim_t 0.232] [lr 0.000030] [CE 2.973 (2.888)] [KD 0.000 (0.000)] +2024-10-13 21:34:34,762 - Train: 100.00% [375300/375300] [300.0/300.0] [batch_t 0.187 (0.227)] [data_t 0.009] [optim_t 0.179] [lr 0.000030] [CE 2.867 (2.885)] [KD 0.000 (0.000)] +2024-10-13 21:34:47,040 - Test (net): 100.00% [50/50] [batch_t 0.069 (0.242)] [top1_cnt 40821] [top5_cnt 47938] [top_all 50000] +2024-10-13 21:34:47,040 - net: 81.642 (95.876) +2024-10-13 21:34:59,363 - Test (net_E): 100.00% [50/50] [batch_t 0.068 (0.239)] [top1_cnt 40796] [top5_cnt 47940] [top_all 50000] +2024-10-13 21:34:59,364 - net_E: 81.592 (95.880) +2024-10-13 21:34:59,508 - Max [top1: 81.642 (epoch: 300)] [top1-ema: 81.634 (epoch: 295)] +2024-10-13 21:34:59,509 - ==> Total time: 1 day, 2:01:26 Eta: 0:00:00 Logged in 'runs/mobilemamba/CLSTrainer_MobileMamba_B2_ImageFolderLMDB_20241011-155318' +2024-10-13 21:35:07,033 - finish training