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log_train.txt
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2022-10-30 01:02:59,070 - ==> Logging on master GPU: 0
2022-10-30 01:02:59,070 - ==> Running Trainer: CLS
2022-10-30 01:02:59,070 - ==> Using GPU: [0, 1, 2, 3, 4, 5, 6, 7] for Training
2022-10-30 01:02:59,070 - ==> Building model
2022-10-30 01:03:01,022 -
------------------------------------ MetaMobile ------------------------------------
| module | #parameters or shape | #flops |
|:------------------------------|:-----------------------|:-----------|
| model | 2.377M | 0.439G |
| stage0 | 2.76K | 19.269M |
| stage0.0.convs.0 | 0.72K | 8.731M |
| stage0.0.convs.0.0 | 0.672K | 8.129M |
| stage0.0.convs.0.0.weight | (24, 3, 3, 3) | |
| stage0.0.convs.0.0.bias | (24,) | |
| stage0.0.convs.0.1 | 48 | 0.602M |
| stage0.0.convs.0.1.weight | (24,) | |
| stage0.0.convs.0.1.bias | (24,) | |
| stage0.1 | 2.04K | 10.538M |
| stage0.1.conv_local | 0.264K | 3.312M |
| stage0.1.conv_local.conv | 0.216K | 2.71M |
| stage0.1.conv_local.norm | 48 | 0.602M |
| stage0.1.se | 1.2K | 1.152K |
| stage0.1.se.conv_reduce | 0.6K | 0.576K |
| stage0.1.se.conv_expand | 0.6K | 0.576K |
| stage0.1.proj.conv | 0.576K | 7.225M |
| stage0.1.proj.conv.weight | (24, 24, 1, 1) | |
| stage1 | 16.432K | 72.956M |
| stage1.0 | 6.576K | 42.449M |
| stage1.0.norm | 48 | 0.602M |
| stage1.0.norm.weight | (24,) | |
| stage1.0.norm.bias | (24,) | |
| stage1.0.v.conv | 2.4K | 28.901M |
| stage1.0.v.conv.weight | (96, 24, 1, 1) | |
| stage1.0.v.conv.bias | (96,) | |
| stage1.0.conv_local | 1.056K | 3.312M |
| stage1.0.conv_local.conv | 0.864K | 2.71M |
| stage1.0.conv_local.norm | 0.192K | 0.602M |
| stage1.0.proj.conv | 3.072K | 9.634M |
| stage1.0.proj.conv.weight | (32, 96, 1, 1) | |
| stage1.1 | 4.928K | 15.254M |
| stage1.1.norm | 64 | 0.201M |
| stage1.1.norm.weight | (32,) | |
| stage1.1.norm.bias | (32,) | |
| stage1.1.v.conv | 2.112K | 6.423M |
| stage1.1.v.conv.weight | (64, 32, 1, 1) | |
| stage1.1.v.conv.bias | (64,) | |
| stage1.1.conv_local | 0.704K | 2.208M |
| stage1.1.conv_local.conv | 0.576K | 1.806M |
| stage1.1.conv_local.norm | 0.128K | 0.401M |
| stage1.1.proj.conv | 2.048K | 6.423M |
| stage1.1.proj.conv.weight | (32, 64, 1, 1) | |
| stage1.2 | 4.928K | 15.254M |
| stage1.2.norm | 64 | 0.201M |
| stage1.2.norm.weight | (32,) | |
| stage1.2.norm.bias | (32,) | |
| stage1.2.v.conv | 2.112K | 6.423M |
| stage1.2.v.conv.weight | (64, 32, 1, 1) | |
| stage1.2.v.conv.bias | (64,) | |
| stage1.2.conv_local | 0.704K | 2.208M |
| stage1.2.conv_local.conv | 0.576K | 1.806M |
| stage1.2.conv_local.norm | 0.128K | 0.401M |
| stage1.2.proj.conv | 2.048K | 6.423M |
| stage1.2.proj.conv.weight | (32, 64, 1, 1) | |
| stage2 | 40.896K | 43.942M |
| stage2.0 | 14.784K | 23.658M |
| stage2.0.norm | 64 | 0.201M |
| stage2.0.norm.weight | (32,) | |
| stage2.0.norm.bias | (32,) | |
| stage2.0.v.conv | 5.28K | 16.056M |
| stage2.0.v.conv.weight | (160, 32, 1, 1) | |
| stage2.0.v.conv.bias | (160,) | |
| stage2.0.conv_local | 1.76K | 1.38M |
| stage2.0.conv_local.conv | 1.44K | 1.129M |
| stage2.0.conv_local.norm | 0.32K | 0.251M |
| stage2.0.proj.conv | 7.68K | 6.021M |
| stage2.0.proj.conv.weight | (48, 160, 1, 1) | |
| stage2.1 | 13.056K | 10.142M |
| stage2.1.norm | 96 | 75.264K |
| stage2.1.norm.weight | (48,) | |
| stage2.1.norm.bias | (48,) | |
| stage2.1.v.conv | 5.88K | 4.516M |
| stage2.1.v.conv.weight | (120, 48, 1, 1) | |
| stage2.1.v.conv.bias | (120,) | |
| stage2.1.conv_local | 1.32K | 1.035M |
| stage2.1.conv_local.conv | 1.08K | 0.847M |
| stage2.1.conv_local.norm | 0.24K | 0.188M |
| stage2.1.proj.conv | 5.76K | 4.516M |
| stage2.1.proj.conv.weight | (48, 120, 1, 1) | |
| stage2.2 | 13.056K | 10.142M |
| stage2.2.norm | 96 | 75.264K |
| stage2.2.norm.weight | (48,) | |
| stage2.2.norm.bias | (48,) | |
| stage2.2.v.conv | 5.88K | 4.516M |
| stage2.2.v.conv.weight | (120, 48, 1, 1) | |
| stage2.2.v.conv.bias | (120,) | |
| stage2.2.conv_local | 1.32K | 1.035M |
| stage2.2.conv_local.conv | 1.08K | 0.847M |
| stage2.2.conv_local.norm | 0.24K | 0.188M |
| stage2.2.proj.conv | 5.76K | 4.516M |
| stage2.2.proj.conv.weight | (48, 120, 1, 1) | |
| stage3 | 1.063M | 0.235G |
| stage3.0 | 56.544K | 19.324M |
| stage3.0.norm.norm | 96 | 0.188M |
| stage3.0.norm.norm.weight | (48,) | |
| stage3.0.norm.norm.bias | (48,) | |
| stage3.0.v.conv | 14.112K | 10.838M |
| stage3.0.v.conv.weight | (288, 48, 1, 1) | |
| stage3.0.v.conv.bias | (288,) | |
| stage3.0.conv_local | 7.776K | 1.524M |
| stage3.0.conv_local.conv | 7.2K | 1.411M |
| stage3.0.conv_local.norm | 0.576K | 0.113M |
| stage3.0.proj.conv | 34.56K | 6.774M |
| stage3.0.proj.conv.weight | (120, 288, 1, 1) | |
| stage3.1 | 0.126M | 26.907M |
| stage3.1.norm.norm | 0.24K | 0.118M |
| stage3.1.norm.norm.weight | (120,) | |
| stage3.1.norm.norm.bias | (120,) | |
| stage3.1.qk.conv | 29.04K | 5.645M |
| stage3.1.qk.conv.weight | (240, 120, 1, 1) | |
| stage3.1.qk.conv.bias | (240,) | |
| stage3.1.v.conv | 43.56K | 8.467M |
| stage3.1.v.conv.weight | (360, 120, 1, 1) | |
| stage3.1.v.conv.bias | (360,) | |
| stage3.1.conv_local | 9.72K | 1.905M |
| stage3.1.conv_local.conv | 9K | 1.764M |
| stage3.1.conv_local.norm | 0.72K | 0.141M |
| stage3.1.proj.conv | 43.2K | 8.467M |
| stage3.1.proj.conv.weight | (120, 360, 1, 1) | |
| stage3.2 | 0.126M | 26.907M |
| stage3.2.norm.norm | 0.24K | 0.118M |
| stage3.2.norm.norm.weight | (120,) | |
| stage3.2.norm.norm.bias | (120,) | |
| stage3.2.qk.conv | 29.04K | 5.645M |
| stage3.2.qk.conv.weight | (240, 120, 1, 1) | |
| stage3.2.qk.conv.bias | (240,) | |
| stage3.2.v.conv | 43.56K | 8.467M |
| stage3.2.v.conv.weight | (360, 120, 1, 1) | |
| stage3.2.v.conv.bias | (360,) | |
| stage3.2.conv_local | 9.72K | 1.905M |
| stage3.2.conv_local.conv | 9K | 1.764M |
| stage3.2.conv_local.norm | 0.72K | 0.141M |
| stage3.2.proj.conv | 43.2K | 8.467M |
| stage3.2.proj.conv.weight | (120, 360, 1, 1) | |
| stage3.3 | 0.126M | 26.907M |
| stage3.3.norm.norm | 0.24K | 0.118M |
| stage3.3.norm.norm.weight | (120,) | |
| stage3.3.norm.norm.bias | (120,) | |
| stage3.3.qk.conv | 29.04K | 5.645M |
| stage3.3.qk.conv.weight | (240, 120, 1, 1) | |
| stage3.3.qk.conv.bias | (240,) | |
| stage3.3.v.conv | 43.56K | 8.467M |
| stage3.3.v.conv.weight | (360, 120, 1, 1) | |
| stage3.3.v.conv.bias | (360,) | |
| stage3.3.conv_local | 9.72K | 1.905M |
| stage3.3.conv_local.conv | 9K | 1.764M |
| stage3.3.conv_local.norm | 0.72K | 0.141M |
| stage3.3.proj.conv | 43.2K | 8.467M |
| stage3.3.proj.conv.weight | (120, 360, 1, 1) | |
| stage3.4 | 0.126M | 26.907M |
| stage3.4.norm.norm | 0.24K | 0.118M |
| stage3.4.norm.norm.weight | (120,) | |
| stage3.4.norm.norm.bias | (120,) | |
| stage3.4.qk.conv | 29.04K | 5.645M |
| stage3.4.qk.conv.weight | (240, 120, 1, 1) | |
| stage3.4.qk.conv.bias | (240,) | |
| stage3.4.v.conv | 43.56K | 8.467M |
| stage3.4.v.conv.weight | (360, 120, 1, 1) | |
| stage3.4.v.conv.bias | (360,) | |
| stage3.4.conv_local | 9.72K | 1.905M |
| stage3.4.conv_local.conv | 9K | 1.764M |
| stage3.4.conv_local.norm | 0.72K | 0.141M |
| stage3.4.proj.conv | 43.2K | 8.467M |
| stage3.4.proj.conv.weight | (120, 360, 1, 1) | |
| stage3.5 | 0.126M | 26.907M |
| stage3.5.norm.norm | 0.24K | 0.118M |
| stage3.5.norm.norm.weight | (120,) | |
| stage3.5.norm.norm.bias | (120,) | |
| stage3.5.qk.conv | 29.04K | 5.645M |
| stage3.5.qk.conv.weight | (240, 120, 1, 1) | |
| stage3.5.qk.conv.bias | (240,) | |
| stage3.5.v.conv | 43.56K | 8.467M |
| stage3.5.v.conv.weight | (360, 120, 1, 1) | |
| stage3.5.v.conv.bias | (360,) | |
| stage3.5.conv_local | 9.72K | 1.905M |
| stage3.5.conv_local.conv | 9K | 1.764M |
| stage3.5.conv_local.norm | 0.72K | 0.141M |
| stage3.5.proj.conv | 43.2K | 8.467M |
| stage3.5.proj.conv.weight | (120, 360, 1, 1) | |
| stage3.6 | 0.126M | 26.907M |
| stage3.6.norm.norm | 0.24K | 0.118M |
| stage3.6.norm.norm.weight | (120,) | |
| stage3.6.norm.norm.bias | (120,) | |
| stage3.6.qk.conv | 29.04K | 5.645M |
| stage3.6.qk.conv.weight | (240, 120, 1, 1) | |
| stage3.6.qk.conv.bias | (240,) | |
| stage3.6.v.conv | 43.56K | 8.467M |
| stage3.6.v.conv.weight | (360, 120, 1, 1) | |
| stage3.6.v.conv.bias | (360,) | |
| stage3.6.conv_local | 9.72K | 1.905M |
| stage3.6.conv_local.conv | 9K | 1.764M |
| stage3.6.conv_local.norm | 0.72K | 0.141M |
| stage3.6.proj.conv | 43.2K | 8.467M |
| stage3.6.proj.conv.weight | (120, 360, 1, 1) | |
| stage3.7 | 0.126M | 26.907M |
| stage3.7.norm.norm | 0.24K | 0.118M |
| stage3.7.norm.norm.weight | (120,) | |
| stage3.7.norm.norm.bias | (120,) | |
| stage3.7.qk.conv | 29.04K | 5.645M |
| stage3.7.qk.conv.weight | (240, 120, 1, 1) | |
| stage3.7.qk.conv.bias | (240,) | |
| stage3.7.v.conv | 43.56K | 8.467M |
| stage3.7.v.conv.weight | (360, 120, 1, 1) | |
| stage3.7.v.conv.bias | (360,) | |
| stage3.7.conv_local | 9.72K | 1.905M |
| stage3.7.conv_local.conv | 9K | 1.764M |
| stage3.7.conv_local.norm | 0.72K | 0.141M |
| stage3.7.proj.conv | 43.2K | 8.467M |
| stage3.7.proj.conv.weight | (120, 360, 1, 1) | |
| stage3.8 | 0.126M | 26.907M |
| stage3.8.norm.norm | 0.24K | 0.118M |
| stage3.8.norm.norm.weight | (120,) | |
| stage3.8.norm.norm.bias | (120,) | |
| stage3.8.qk.conv | 29.04K | 5.645M |
| stage3.8.qk.conv.weight | (240, 120, 1, 1) | |
| stage3.8.qk.conv.bias | (240,) | |
| stage3.8.v.conv | 43.56K | 8.467M |
| stage3.8.v.conv.weight | (360, 120, 1, 1) | |
| stage3.8.v.conv.bias | (360,) | |
| stage3.8.conv_local | 9.72K | 1.905M |
| stage3.8.conv_local.conv | 9K | 1.764M |
| stage3.8.conv_local.norm | 0.72K | 0.141M |
| stage3.8.proj.conv | 43.2K | 8.467M |
| stage3.8.proj.conv.weight | (120, 360, 1, 1) | |
| stage4 | 1.053M | 68.369M |
| stage4.0 | 0.293M | 29.218M |
| stage4.0.norm.norm | 0.24K | 0.118M |
| stage4.0.norm.norm.weight | (120,) | |
| stage4.0.norm.norm.bias | (120,) | |
| stage4.0.v.conv | 0.102M | 19.757M |
| stage4.0.v.conv.weight | (840, 120, 1, 1) | |
| stage4.0.v.conv.bias | (840,) | |
| stage4.0.conv_local | 22.68K | 1.111M |
| stage4.0.conv_local.conv | 21K | 1.029M |
| stage4.0.conv_local.norm | 1.68K | 82.32K |
| stage4.0.proj.conv | 0.168M | 8.232M |
| stage4.0.proj.conv.weight | (200, 840, 1, 1) | |
| stage4.1 | 0.38M | 19.576M |
| stage4.1.norm.norm | 0.4K | 49K |
| stage4.1.norm.norm.weight | (200,) | |
| stage4.1.norm.norm.bias | (200,) | |
| stage4.1.qk.conv | 80.4K | 3.92M |
| stage4.1.qk.conv.weight | (400, 200, 1, 1) | |
| stage4.1.qk.conv.bias | (400,) | |
| stage4.1.v.conv | 0.141M | 6.86M |
| stage4.1.v.conv.weight | (700, 200, 1, 1) | |
| stage4.1.v.conv.bias | (700,) | |
| stage4.1.conv_local | 18.9K | 0.926M |
| stage4.1.conv_local.conv | 17.5K | 0.858M |
| stage4.1.conv_local.norm | 1.4K | 68.6K |
| stage4.1.proj.conv | 0.14M | 6.86M |
| stage4.1.proj.conv.weight | (200, 700, 1, 1) | |
| stage4.2 | 0.38M | 19.576M |
| stage4.2.norm.norm | 0.4K | 49K |
| stage4.2.norm.norm.weight | (200,) | |
| stage4.2.norm.norm.bias | (200,) | |
| stage4.2.qk.conv | 80.4K | 3.92M |
| stage4.2.qk.conv.weight | (400, 200, 1, 1) | |
| stage4.2.qk.conv.bias | (400,) | |
| stage4.2.v.conv | 0.141M | 6.86M |
| stage4.2.v.conv.weight | (700, 200, 1, 1) | |
| stage4.2.v.conv.bias | (700,) | |
| stage4.2.conv_local | 18.9K | 0.926M |
| stage4.2.conv_local.conv | 17.5K | 0.858M |
| stage4.2.conv_local.norm | 1.4K | 68.6K |
| stage4.2.proj.conv | 0.14M | 6.86M |
| stage4.2.proj.conv.weight | (200, 700, 1, 1) | |
| norm.norm | 0.4K | 49K |
| norm.norm.weight | (200,) | |
| norm.norm.bias | (200,) | |
| head | 0.201M | 0.2M |
| head.weight | (1000, 200) | |
| head.bias | (1000,) | |
------------------------------------------------------------------------------------
2022-10-30 01:03:01,022 - ==> Creating optimizer
2022-10-30 01:03:01,024 - ==> Native DDP
2022-10-30 01:03:01,038 - ==> Loading dataset: ImageFolderLMDB
2022-10-30 01:03:01,109 - ==> ********** cfg **********
seed : 42
size : 224
type : CLS
data.name : 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': 224, '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': 0.0, 're_mode': 'pixel', 're_count': 1}]
data.test_transforms : [{'type': 'Resize', 'size': 256, 'interpolation': <InterpolationMode.BICUBIC: 'bicubic'>}, {'type': 'CenterCrop', 'size': 224}, {'type': 'ToTensor'}, {'type': 'Normalize', 'mean': (0.485, 0.456, 0.406), 'std': (0.229, 0.224, 0.225), 'inplace': True}]
data.train_size : 625
data.test_size : 50
data.train_length : 1281167
data.test_length : 50000
model.name : MetaMobile_1015_2
model.model_kwargs : {'pretrained': False, 'checkpoint_path': '', 'ema': False, 'strict': True, 'num_classes': 1000}
optim.lr : 0.006
optim.optim_kwargs : {'name': 'adamw', 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.05, 'amsgrad': False}
trainer.name : CLS
trainer.checkpoint : runs_mobile
trainer.resume_dir :
trainer.cuda_deterministic : False
trainer.epoch_full : 300
trainer.scheduler_kwargs : {'name': 'cosine', 'lr_noise': [0.42, 0.9], 'noise_pct': 0.67, 'noise_std': 1.0, 'noise_seed': 42, 'lr_min': 1e-06, 'warmup_lr': 1e-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 : 2048
trainer.data.batch_size_per_gpu : 256
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': 0.0, 'switch_prob': 0.5, 'mode': 'batch', 'correct_lam': True, 'label_smoothing': 0.1, 'num_classes': 1000}
trainer.scale_kwargs : {'n_scale': 0, 'base_h': 224, 'base_w': 224, 'min_h': 160, 'max_h': 320, 'min_w': 160, 'max_w': 320, 'check_scale_div_factor': 32}
trainer.start_test_epoch : 200
trainer.every_test_epoch : 5
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 : 187500
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': 'LabelSmoothingCE', 'name': 'CE', 'lam': 1.0, 'smoothing': 0.1}]
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.train_save_model_epoch : 1
logging.test_log_per : 50
cfg_path : configs.mobile.cls_edgenext_224
mode : train
sleep : -1
memory : -1
dist_url : env://
logger_rank : 0
opts : ['model.name=MetaMobile_1015_2']
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.mobile.cls_edgenext_224 -m train --sleep -1 --memory -1 --dist_url env:// --logger_rank 0 model.name=MetaMobile_1015_2
task_start_time : 2181.709679643
dist : True
world_size : 8
rank : 0
local_rank : 0
ngpus_per_node : 8
nnodes : 1
master : True
dist_backend : nccl
logdir : runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259
logger.filters : []
logger.name : root
logger.level : 20
logger.parent : None
logger.propagate : True
logger.disabled : False
logdir_train : runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259/show_train
logdir_test : runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259/show_test
2022-10-30 01:03:01,109 - ==> Starting training with 1 nodes x 8 GPUs
2022-10-30 01:03:11,449 - Reducer buckets have been rebuilt in this iteration.
2022-10-30 01:03:28,949 - Train: 0.03% [50/187500] [0.1/300.0] [batch_t 0.322 (0.533)] [data_t 0.041] [optim_t 0.281] [lr 0.000025] [CE 6.925 (6.931)] [KD 0.000 (0.000)]
2022-10-30 01:03:44,987 - Train: 0.05% [100/187500] [0.2/300.0] [batch_t 0.333 (0.321)] [data_t 0.015] [optim_t 0.317] [lr 0.000049] [CE 6.919 (6.922)] [KD 0.000 (0.000)]
2022-10-30 01:04:01,286 - Train: 0.08% [150/187500] [0.2/300.0] [batch_t 0.332 (0.326)] [data_t 0.008] [optim_t 0.324] [lr 0.000073] [CE 6.885 (6.902)] [KD 0.000 (0.000)]
2022-10-30 01:04:17,495 - Train: 0.11% [200/187500] [0.3/300.0] [batch_t 0.339 (0.324)] [data_t 0.017] [optim_t 0.322] [lr 0.000097] [CE 6.823 (6.861)] [KD 0.000 (0.000)]
2022-10-30 01:04:33,916 - Train: 0.13% [250/187500] [0.4/300.0] [batch_t 0.383 (0.328)] [data_t 0.039] [optim_t 0.343] [lr 0.000121] [CE 6.751 (6.793)] [KD 0.000 (0.000)]
2022-10-30 01:04:50,118 - Train: 0.16% [300/187500] [0.5/300.0] [batch_t 0.309 (0.324)] [data_t 0.017] [optim_t 0.293] [lr 0.000144] [CE 6.632 (6.707)] [KD 0.000 (0.000)]
2022-10-30 01:05:06,490 - Train: 0.19% [350/187500] [0.6/300.0] [batch_t 0.311 (0.327)] [data_t 0.015] [optim_t 0.296] [lr 0.000168] [CE 6.576 (6.623)] [KD 0.000 (0.000)]
2022-10-30 01:05:23,002 - Train: 0.21% [400/187500] [0.6/300.0] [batch_t 0.306 (0.330)] [data_t 0.009] [optim_t 0.298] [lr 0.000192] [CE 6.526 (6.545)] [KD 0.000 (0.000)]
2022-10-30 01:05:39,519 - Train: 0.24% [450/187500] [0.7/300.0] [batch_t 0.326 (0.330)] [data_t 0.016] [optim_t 0.311] [lr 0.000216] [CE 6.441 (6.479)] [KD 0.000 (0.000)]
2022-10-30 01:05:55,760 - Train: 0.27% [500/187500] [0.8/300.0] [batch_t 0.293 (0.325)] [data_t 0.016] [optim_t 0.278] [lr 0.000240] [CE 6.384 (6.418)] [KD 0.000 (0.000)]
2022-10-30 01:06:12,181 - Train: 0.29% [550/187500] [0.9/300.0] [batch_t 0.328 (0.328)] [data_t 0.038] [optim_t 0.289] [lr 0.000264] [CE 6.317 (6.358)] [KD 0.000 (0.000)]
2022-10-30 01:06:28,290 - Train: 0.32% [600/187500] [1.0/300.0] [batch_t 0.306 (0.322)] [data_t 0.015] [optim_t 0.291] [lr 0.000288] [CE 6.255 (6.294)] [KD 0.000 (0.000)]
2022-10-30 01:06:35,968 - ==> Total time: 0:03:49 Eta: 19:05:36 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:06:52,550 - Train: 0.35% [650/187500] [1.0/300.0] [batch_t 0.380 (0.344)] [data_t 0.017] [optim_t 0.362] [lr 0.000312] [CE 6.217 (6.210)] [KD 0.000 (0.000)]
2022-10-30 01:07:09,381 - Train: 0.37% [700/187500] [1.1/300.0] [batch_t 0.332 (0.336)] [data_t 0.016] [optim_t 0.316] [lr 0.000336] [CE 6.120 (6.166)] [KD 0.000 (0.000)]
2022-10-30 01:07:25,962 - Train: 0.40% [750/187500] [1.2/300.0] [batch_t 0.316 (0.332)] [data_t 0.009] [optim_t 0.307] [lr 0.000360] [CE 6.083 (6.117)] [KD 0.000 (0.000)]
2022-10-30 01:07:42,446 - Train: 0.43% [800/187500] [1.3/300.0] [batch_t 0.341 (0.330)] [data_t 0.016] [optim_t 0.325] [lr 0.000384] [CE 6.036 (6.061)] [KD 0.000 (0.000)]
2022-10-30 01:07:59,055 - Train: 0.45% [850/187500] [1.4/300.0] [batch_t 0.324 (0.332)] [data_t 0.016] [optim_t 0.307] [lr 0.000408] [CE 5.994 (6.005)] [KD 0.000 (0.000)]
2022-10-30 01:08:15,585 - Train: 0.48% [900/187500] [1.4/300.0] [batch_t 0.343 (0.330)] [data_t 0.017] [optim_t 0.325] [lr 0.000432] [CE 5.941 (5.962)] [KD 0.000 (0.000)]
2022-10-30 01:08:32,138 - Train: 0.51% [950/187500] [1.5/300.0] [batch_t 0.321 (0.331)] [data_t 0.017] [optim_t 0.304] [lr 0.000456] [CE 5.877 (5.914)] [KD 0.000 (0.000)]
2022-10-30 01:08:48,752 - Train: 0.53% [1000/187500] [1.6/300.0] [batch_t 0.355 (0.332)] [data_t 0.016] [optim_t 0.339] [lr 0.000480] [CE 5.831 (5.856)] [KD 0.000 (0.000)]
2022-10-30 01:09:05,388 - Train: 0.56% [1050/187500] [1.7/300.0] [batch_t 0.316 (0.333)] [data_t 0.020] [optim_t 0.296] [lr 0.000504] [CE 5.826 (5.825)] [KD 0.000 (0.000)]
2022-10-30 01:09:22,112 - Train: 0.59% [1100/187500] [1.8/300.0] [batch_t 0.329 (0.334)] [data_t 0.018] [optim_t 0.312] [lr 0.000528] [CE 5.746 (5.770)] [KD 0.000 (0.000)]
2022-10-30 01:09:38,530 - Train: 0.61% [1150/187500] [1.8/300.0] [batch_t 0.306 (0.328)] [data_t 0.016] [optim_t 0.290] [lr 0.000552] [CE 5.735 (5.727)] [KD 0.000 (0.000)]
2022-10-30 01:09:55,152 - Train: 0.64% [1200/187500] [1.9/300.0] [batch_t 0.324 (0.332)] [data_t 0.017] [optim_t 0.306] [lr 0.000576] [CE 5.678 (5.685)] [KD 0.000 (0.000)]
2022-10-30 01:10:11,060 - Train: 0.67% [1250/187500] [2.0/300.0] [batch_t 0.280 (0.318)] [data_t 0.014] [optim_t 0.266] [lr 0.000600] [CE 5.615 (5.628)] [KD 0.000 (0.000)]
2022-10-30 01:10:11,062 - ==> Total time: 0:07:24 Eta: 18:25:02 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:10:31,760 - Train: 0.69% [1300/187500] [2.1/300.0] [batch_t 0.355 (0.389)] [data_t 0.018] [optim_t 0.337] [lr 0.000624] [CE 5.539 (5.583)] [KD 0.000 (0.000)]
2022-10-30 01:10:48,124 - Train: 0.72% [1350/187500] [2.2/300.0] [batch_t 0.337 (0.327)] [data_t 0.018] [optim_t 0.319] [lr 0.000648] [CE 5.541 (5.551)] [KD 0.000 (0.000)]
2022-10-30 01:11:04,589 - Train: 0.75% [1400/187500] [2.2/300.0] [batch_t 0.319 (0.329)] [data_t 0.016] [optim_t 0.303] [lr 0.000672] [CE 5.560 (5.510)] [KD 0.000 (0.000)]
2022-10-30 01:11:20,916 - Train: 0.77% [1450/187500] [2.3/300.0] [batch_t 0.354 (0.326)] [data_t 0.018] [optim_t 0.337] [lr 0.000696] [CE 5.431 (5.461)] [KD 0.000 (0.000)]
2022-10-30 01:11:37,231 - Train: 0.80% [1500/187500] [2.4/300.0] [batch_t 0.317 (0.326)] [data_t 0.017] [optim_t 0.300] [lr 0.000720] [CE 5.443 (5.434)] [KD 0.000 (0.000)]
2022-10-30 01:11:53,608 - Train: 0.83% [1550/187500] [2.5/300.0] [batch_t 0.295 (0.327)] [data_t 0.019] [optim_t 0.276] [lr 0.000744] [CE 5.387 (5.404)] [KD 0.000 (0.000)]
2022-10-30 01:12:10,090 - Train: 0.85% [1600/187500] [2.6/300.0] [batch_t 0.347 (0.330)] [data_t 0.015] [optim_t 0.332] [lr 0.000768] [CE 5.330 (5.351)] [KD 0.000 (0.000)]
2022-10-30 01:12:26,560 - Train: 0.88% [1650/187500] [2.6/300.0] [batch_t 0.326 (0.329)] [data_t 0.016] [optim_t 0.309] [lr 0.000792] [CE 5.328 (5.333)] [KD 0.000 (0.000)]
2022-10-30 01:12:43,009 - Train: 0.91% [1700/187500] [2.7/300.0] [batch_t 0.298 (0.329)] [data_t 0.017] [optim_t 0.281] [lr 0.000816] [CE 5.304 (5.290)] [KD 0.000 (0.000)]
2022-10-30 01:12:59,135 - Train: 0.93% [1750/187500] [2.8/300.0] [batch_t 0.337 (0.322)] [data_t 0.025] [optim_t 0.312] [lr 0.000840] [CE 5.159 (5.259)] [KD 0.000 (0.000)]
2022-10-30 01:13:15,383 - Train: 0.96% [1800/187500] [2.9/300.0] [batch_t 0.331 (0.325)] [data_t 0.053] [optim_t 0.278] [lr 0.000864] [CE 5.247 (5.218)] [KD 0.000 (0.000)]
2022-10-30 01:13:31,832 - Train: 0.99% [1850/187500] [3.0/300.0] [batch_t 0.311 (0.329)] [data_t 0.016] [optim_t 0.295] [lr 0.000888] [CE 5.174 (5.184)] [KD 0.000 (0.000)]
2022-10-30 01:13:39,471 - ==> Total time: 0:10:53 Eta: 17:58:05 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:13:51,526 - Train: 1.01% [1900/187500] [3.0/300.0] [batch_t 0.331 (0.427)] [data_t 0.031] [optim_t 0.300] [lr 0.000912] [CE 5.175 (5.157)] [KD 0.000 (0.000)]
2022-10-30 01:14:07,761 - Train: 1.04% [1950/187500] [3.1/300.0] [batch_t 0.343 (0.325)] [data_t 0.033] [optim_t 0.310] [lr 0.000936] [CE 5.100 (5.119)] [KD 0.000 (0.000)]
2022-10-30 01:14:24,340 - Train: 1.07% [2000/187500] [3.2/300.0] [batch_t 0.345 (0.331)] [data_t 0.012] [optim_t 0.333] [lr 0.000960] [CE 5.093 (5.099)] [KD 0.000 (0.000)]
2022-10-30 01:14:40,706 - Train: 1.09% [2050/187500] [3.3/300.0] [batch_t 0.316 (0.327)] [data_t 0.020] [optim_t 0.296] [lr 0.000984] [CE 5.095 (5.053)] [KD 0.000 (0.000)]
2022-10-30 01:14:57,115 - Train: 1.12% [2100/187500] [3.4/300.0] [batch_t 0.336 (0.328)] [data_t 0.018] [optim_t 0.318] [lr 0.001008] [CE 4.962 (5.037)] [KD 0.000 (0.000)]
2022-10-30 01:15:13,356 - Train: 1.15% [2150/187500] [3.4/300.0] [batch_t 0.325 (0.325)] [data_t 0.017] [optim_t 0.307] [lr 0.001032] [CE 5.027 (5.014)] [KD 0.000 (0.000)]
2022-10-30 01:15:29,767 - Train: 1.17% [2200/187500] [3.5/300.0] [batch_t 0.322 (0.328)] [data_t 0.017] [optim_t 0.306] [lr 0.001056] [CE 4.973 (4.982)] [KD 0.000 (0.000)]
2022-10-30 01:15:46,085 - Train: 1.20% [2250/187500] [3.6/300.0] [batch_t 0.288 (0.326)] [data_t 0.017] [optim_t 0.271] [lr 0.001080] [CE 4.919 (4.971)] [KD 0.000 (0.000)]
2022-10-30 01:16:02,613 - Train: 1.23% [2300/187500] [3.7/300.0] [batch_t 0.301 (0.330)] [data_t 0.018] [optim_t 0.283] [lr 0.001104] [CE 4.970 (4.932)] [KD 0.000 (0.000)]
2022-10-30 01:16:19,070 - Train: 1.25% [2350/187500] [3.8/300.0] [batch_t 0.344 (0.329)] [data_t 0.016] [optim_t 0.328] [lr 0.001128] [CE 4.830 (4.906)] [KD 0.000 (0.000)]
2022-10-30 01:16:35,389 - Train: 1.28% [2400/187500] [3.8/300.0] [batch_t 0.320 (0.326)] [data_t 0.017] [optim_t 0.303] [lr 0.001152] [CE 4.839 (4.878)] [KD 0.000 (0.000)]
2022-10-30 01:16:51,759 - Train: 1.31% [2450/187500] [3.9/300.0] [batch_t 0.310 (0.327)] [data_t 0.018] [optim_t 0.292] [lr 0.001176] [CE 4.842 (4.850)] [KD 0.000 (0.000)]
2022-10-30 01:17:07,588 - Train: 1.33% [2500/187500] [4.0/300.0] [batch_t 0.280 (0.316)] [data_t 0.015] [optim_t 0.265] [lr 0.001200] [CE 4.855 (4.835)] [KD 0.000 (0.000)]
2022-10-30 01:17:07,590 - ==> Total time: 0:14:21 Eta: 17:42:31 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:17:28,197 - Train: 1.36% [2550/187500] [4.1/300.0] [batch_t 0.287 (0.384)] [data_t 0.018] [optim_t 0.269] [lr 0.001224] [CE 4.690 (4.792)] [KD 0.000 (0.000)]
2022-10-30 01:17:44,445 - Train: 1.39% [2600/187500] [4.2/300.0] [batch_t 0.296 (0.325)] [data_t 0.016] [optim_t 0.279] [lr 0.001248] [CE 4.700 (4.779)] [KD 0.000 (0.000)]
2022-10-30 01:18:00,709 - Train: 1.41% [2650/187500] [4.2/300.0] [batch_t 0.317 (0.325)] [data_t 0.016] [optim_t 0.301] [lr 0.001272] [CE 4.765 (4.755)] [KD 0.000 (0.000)]
2022-10-30 01:18:16,997 - Train: 1.44% [2700/187500] [4.3/300.0] [batch_t 0.312 (0.326)] [data_t 0.018] [optim_t 0.295] [lr 0.001296] [CE 4.710 (4.724)] [KD 0.000 (0.000)]
2022-10-30 01:18:33,365 - Train: 1.47% [2750/187500] [4.4/300.0] [batch_t 0.310 (0.327)] [data_t 0.018] [optim_t 0.292] [lr 0.001320] [CE 4.605 (4.720)] [KD 0.000 (0.000)]
2022-10-30 01:18:49,823 - Train: 1.49% [2800/187500] [4.5/300.0] [batch_t 0.326 (0.329)] [data_t 0.015] [optim_t 0.312] [lr 0.001344] [CE 4.708 (4.696)] [KD 0.000 (0.000)]
2022-10-30 01:19:06,200 - Train: 1.52% [2850/187500] [4.6/300.0] [batch_t 0.366 (0.327)] [data_t 0.016] [optim_t 0.350] [lr 0.001368] [CE 4.656 (4.668)] [KD 0.000 (0.000)]
2022-10-30 01:19:22,648 - Train: 1.55% [2900/187500] [4.6/300.0] [batch_t 0.350 (0.329)] [data_t 0.011] [optim_t 0.339] [lr 0.001392] [CE 4.625 (4.663)] [KD 0.000 (0.000)]
2022-10-30 01:19:38,998 - Train: 1.57% [2950/187500] [4.7/300.0] [batch_t 0.319 (0.327)] [data_t 0.019] [optim_t 0.301] [lr 0.001416] [CE 4.631 (4.626)] [KD 0.000 (0.000)]
2022-10-30 01:19:55,459 - Train: 1.60% [3000/187500] [4.8/300.0] [batch_t 0.374 (0.329)] [data_t 0.020] [optim_t 0.354] [lr 0.001440] [CE 4.621 (4.606)] [KD 0.000 (0.000)]
2022-10-30 01:20:11,907 - Train: 1.63% [3050/187500] [4.9/300.0] [batch_t 0.318 (0.329)] [data_t 0.018] [optim_t 0.300] [lr 0.001464] [CE 4.507 (4.586)] [KD 0.000 (0.000)]
2022-10-30 01:20:28,410 - Train: 1.65% [3100/187500] [5.0/300.0] [batch_t 0.402 (0.330)] [data_t 0.017] [optim_t 0.385] [lr 0.001488] [CE 4.501 (4.570)] [KD 0.000 (0.000)]
2022-10-30 01:20:47,592 - Test (net): 100.00% [50/50] [batch_t 0.302 (0.221)] [top1_cnt 14654] [top5_cnt 27768] [top_all 50000]
2022-10-30 01:20:47,593 - net: 29.308 (55.536)
2022-10-30 01:20:56,415 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.161)] [top1_cnt 51] [top5_cnt 254] [top_all 50000]
2022-10-30 01:20:56,416 - net_E: 0.102 (0.508)
2022-10-30 01:20:56,692 - Max [top1: 29.308 (epoch: 5)] [top1-ema: 0.102 (epoch: 5)]
2022-10-30 01:20:56,692 - ==> Total time: 0:18:10 Eta: 17:52:26 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:21:10,101 - Train: 1.68% [3150/187500] [5.0/300.0] [batch_t 0.285 (0.436)] [data_t 0.015] [optim_t 0.270] [lr 0.001512] [CE 4.538 (4.524)] [KD 0.000 (0.000)]
2022-10-30 01:21:26,505 - Train: 1.71% [3200/187500] [5.1/300.0] [batch_t 0.341 (0.328)] [data_t 0.012] [optim_t 0.329] [lr 0.001536] [CE 4.590 (4.521)] [KD 0.000 (0.000)]
2022-10-30 01:21:42,716 - Train: 1.73% [3250/187500] [5.2/300.0] [batch_t 0.315 (0.324)] [data_t 0.014] [optim_t 0.301] [lr 0.001560] [CE 4.493 (4.501)] [KD 0.000 (0.000)]
2022-10-30 01:21:58,959 - Train: 1.76% [3300/187500] [5.3/300.0] [batch_t 0.335 (0.325)] [data_t 0.014] [optim_t 0.321] [lr 0.001584] [CE 4.562 (4.486)] [KD 0.000 (0.000)]
2022-10-30 01:22:15,415 - Train: 1.79% [3350/187500] [5.4/300.0] [batch_t 0.290 (0.329)] [data_t 0.017] [optim_t 0.273] [lr 0.001608] [CE 4.536 (4.472)] [KD 0.000 (0.000)]
2022-10-30 01:22:31,755 - Train: 1.81% [3400/187500] [5.4/300.0] [batch_t 0.293 (0.327)] [data_t 0.015] [optim_t 0.278] [lr 0.001632] [CE 4.491 (4.463)] [KD 0.000 (0.000)]
2022-10-30 01:22:48,292 - Train: 1.84% [3450/187500] [5.5/300.0] [batch_t 0.300 (0.331)] [data_t 0.015] [optim_t 0.285] [lr 0.001656] [CE 4.465 (4.436)] [KD 0.000 (0.000)]
2022-10-30 01:23:04,445 - Train: 1.87% [3500/187500] [5.6/300.0] [batch_t 0.294 (0.323)] [data_t 0.017] [optim_t 0.277] [lr 0.001680] [CE 4.358 (4.427)] [KD 0.000 (0.000)]
2022-10-30 01:23:20,798 - Train: 1.89% [3550/187500] [5.7/300.0] [batch_t 0.342 (0.327)] [data_t 0.016] [optim_t 0.326] [lr 0.001704] [CE 4.359 (4.418)] [KD 0.000 (0.000)]
2022-10-30 01:23:37,107 - Train: 1.92% [3600/187500] [5.8/300.0] [batch_t 0.383 (0.326)] [data_t 0.017] [optim_t 0.366] [lr 0.001728] [CE 4.334 (4.399)] [KD 0.000 (0.000)]
2022-10-30 01:23:53,458 - Train: 1.95% [3650/187500] [5.8/300.0] [batch_t 0.357 (0.327)] [data_t 0.017] [optim_t 0.340] [lr 0.001752] [CE 4.394 (4.379)] [KD 0.000 (0.000)]
2022-10-30 01:24:09,802 - Train: 1.97% [3700/187500] [5.9/300.0] [batch_t 0.348 (0.327)] [data_t 0.017] [optim_t 0.331] [lr 0.001776] [CE 4.438 (4.360)] [KD 0.000 (0.000)]
2022-10-30 01:24:25,682 - Train: 2.00% [3750/187500] [6.0/300.0] [batch_t 0.280 (0.318)] [data_t 0.015] [optim_t 0.265] [lr 0.001800] [CE 4.295 (4.334)] [KD 0.000 (0.000)]
2022-10-30 01:24:25,685 - ==> Total time: 0:21:39 Eta: 17:41:20 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:24:46,336 - Train: 2.03% [3800/187500] [6.1/300.0] [batch_t 0.314 (0.385)] [data_t 0.017] [optim_t 0.298] [lr 0.001824] [CE 4.326 (4.318)] [KD 0.000 (0.000)]
2022-10-30 01:25:02,666 - Train: 2.05% [3850/187500] [6.2/300.0] [batch_t 0.327 (0.327)] [data_t 0.020] [optim_t 0.307] [lr 0.001848] [CE 4.261 (4.303)] [KD 0.000 (0.000)]
2022-10-30 01:25:19,265 - Train: 2.08% [3900/187500] [6.2/300.0] [batch_t 0.326 (0.332)] [data_t 0.017] [optim_t 0.309] [lr 0.001872] [CE 4.319 (4.289)] [KD 0.000 (0.000)]
2022-10-30 01:25:35,629 - Train: 2.11% [3950/187500] [6.3/300.0] [batch_t 0.327 (0.327)] [data_t 0.021] [optim_t 0.307] [lr 0.001896] [CE 4.220 (4.254)] [KD 0.000 (0.000)]
2022-10-30 01:25:52,019 - Train: 2.13% [4000/187500] [6.4/300.0] [batch_t 0.310 (0.328)] [data_t 0.018] [optim_t 0.292] [lr 0.001920] [CE 4.298 (4.274)] [KD 0.000 (0.000)]
2022-10-30 01:26:08,515 - Train: 2.16% [4050/187500] [6.5/300.0] [batch_t 0.335 (0.330)] [data_t 0.009] [optim_t 0.326] [lr 0.001944] [CE 4.280 (4.244)] [KD 0.000 (0.000)]
2022-10-30 01:26:24,830 - Train: 2.19% [4100/187500] [6.6/300.0] [batch_t 0.342 (0.326)] [data_t 0.017] [optim_t 0.325] [lr 0.001968] [CE 4.274 (4.241)] [KD 0.000 (0.000)]
2022-10-30 01:26:41,272 - Train: 2.21% [4150/187500] [6.6/300.0] [batch_t 0.300 (0.329)] [data_t 0.016] [optim_t 0.284] [lr 0.001992] [CE 4.254 (4.224)] [KD 0.000 (0.000)]
2022-10-30 01:26:57,548 - Train: 2.24% [4200/187500] [6.7/300.0] [batch_t 0.349 (0.325)] [data_t 0.016] [optim_t 0.333] [lr 0.002016] [CE 4.183 (4.213)] [KD 0.000 (0.000)]
2022-10-30 01:27:14,210 - Train: 2.27% [4250/187500] [6.8/300.0] [batch_t 0.323 (0.333)] [data_t 0.016] [optim_t 0.307] [lr 0.002040] [CE 4.223 (4.189)] [KD 0.000 (0.000)]
2022-10-30 01:27:30,402 - Train: 2.29% [4300/187500] [6.9/300.0] [batch_t 0.308 (0.324)] [data_t 0.017] [optim_t 0.291] [lr 0.002064] [CE 4.248 (4.191)] [KD 0.000 (0.000)]
2022-10-30 01:27:46,946 - Train: 2.32% [4350/187500] [7.0/300.0] [batch_t 0.310 (0.331)] [data_t 0.019] [optim_t 0.291] [lr 0.002088] [CE 4.153 (4.180)] [KD 0.000 (0.000)]
2022-10-30 01:27:54,575 - ==> Total time: 0:25:08 Eta: 17:32:21 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:28:06,647 - Train: 2.35% [4400/187500] [7.0/300.0] [batch_t 0.364 (0.429)] [data_t 0.019] [optim_t 0.345] [lr 0.002112] [CE 4.100 (4.128)] [KD 0.000 (0.000)]
2022-10-30 01:28:22,724 - Train: 2.37% [4450/187500] [7.1/300.0] [batch_t 0.318 (0.321)] [data_t 0.018] [optim_t 0.299] [lr 0.002136] [CE 4.115 (4.123)] [KD 0.000 (0.000)]
2022-10-30 01:28:38,941 - Train: 2.40% [4500/187500] [7.2/300.0] [batch_t 0.339 (0.324)] [data_t 0.018] [optim_t 0.322] [lr 0.002160] [CE 4.045 (4.123)] [KD 0.000 (0.000)]
2022-10-30 01:28:55,117 - Train: 2.43% [4550/187500] [7.3/300.0] [batch_t 0.328 (0.323)] [data_t 0.016] [optim_t 0.312] [lr 0.002184] [CE 4.164 (4.119)] [KD 0.000 (0.000)]
2022-10-30 01:29:11,421 - Train: 2.45% [4600/187500] [7.4/300.0] [batch_t 0.322 (0.326)] [data_t 0.019] [optim_t 0.303] [lr 0.002208] [CE 4.074 (4.111)] [KD 0.000 (0.000)]
2022-10-30 01:29:27,651 - Train: 2.48% [4650/187500] [7.4/300.0] [batch_t 0.320 (0.325)] [data_t 0.017] [optim_t 0.303] [lr 0.002232] [CE 4.062 (4.079)] [KD 0.000 (0.000)]
2022-10-30 01:29:43,925 - Train: 2.51% [4700/187500] [7.5/300.0] [batch_t 0.347 (0.325)] [data_t 0.016] [optim_t 0.330] [lr 0.002256] [CE 4.058 (4.072)] [KD 0.000 (0.000)]
2022-10-30 01:30:00,399 - Train: 2.53% [4750/187500] [7.6/300.0] [batch_t 0.310 (0.329)] [data_t 0.015] [optim_t 0.295] [lr 0.002280] [CE 4.024 (4.074)] [KD 0.000 (0.000)]
2022-10-30 01:30:16,871 - Train: 2.56% [4800/187500] [7.7/300.0] [batch_t 0.298 (0.329)] [data_t 0.017] [optim_t 0.281] [lr 0.002304] [CE 4.014 (4.055)] [KD 0.000 (0.000)]
2022-10-30 01:30:33,049 - Train: 2.59% [4850/187500] [7.8/300.0] [batch_t 0.288 (0.323)] [data_t 0.019] [optim_t 0.269] [lr 0.002328] [CE 4.025 (4.051)] [KD 0.000 (0.000)]
2022-10-30 01:30:49,228 - Train: 2.61% [4900/187500] [7.8/300.0] [batch_t 0.350 (0.323)] [data_t 0.016] [optim_t 0.333] [lr 0.002352] [CE 3.953 (4.040)] [KD 0.000 (0.000)]
2022-10-30 01:31:05,601 - Train: 2.64% [4950/187500] [7.9/300.0] [batch_t 0.320 (0.327)] [data_t 0.016] [optim_t 0.304] [lr 0.002376] [CE 4.015 (4.030)] [KD 0.000 (0.000)]
2022-10-30 01:31:21,435 - Train: 2.67% [5000/187500] [8.0/300.0] [batch_t 0.278 (0.317)] [data_t 0.015] [optim_t 0.264] [lr 0.002400] [CE 4.015 (4.016)] [KD 0.000 (0.000)]
2022-10-30 01:31:21,437 - ==> Total time: 0:28:35 Eta: 17:23:30 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:31:42,711 - Train: 2.69% [5050/187500] [8.1/300.0] [batch_t 0.361 (0.397)] [data_t 0.017] [optim_t 0.344] [lr 0.002424] [CE 3.967 (3.981)] [KD 0.000 (0.000)]
2022-10-30 01:31:59,098 - Train: 2.72% [5100/187500] [8.2/300.0] [batch_t 0.376 (0.328)] [data_t 0.013] [optim_t 0.364] [lr 0.002448] [CE 3.956 (3.976)] [KD 0.000 (0.000)]
2022-10-30 01:32:15,380 - Train: 2.75% [5150/187500] [8.2/300.0] [batch_t 0.289 (0.326)] [data_t 0.018] [optim_t 0.271] [lr 0.002472] [CE 3.991 (3.975)] [KD 0.000 (0.000)]
2022-10-30 01:32:31,602 - Train: 2.77% [5200/187500] [8.3/300.0] [batch_t 0.288 (0.324)] [data_t 0.018] [optim_t 0.270] [lr 0.002496] [CE 4.003 (3.963)] [KD 0.000 (0.000)]
2022-10-30 01:32:48,215 - Train: 2.80% [5250/187500] [8.4/300.0] [batch_t 0.296 (0.332)] [data_t 0.016] [optim_t 0.279] [lr 0.002520] [CE 4.010 (3.960)] [KD 0.000 (0.000)]
2022-10-30 01:33:04,570 - Train: 2.83% [5300/187500] [8.5/300.0] [batch_t 0.315 (0.327)] [data_t 0.018] [optim_t 0.297] [lr 0.002544] [CE 3.940 (3.957)] [KD 0.000 (0.000)]
2022-10-30 01:33:21,016 - Train: 2.85% [5350/187500] [8.6/300.0] [batch_t 0.293 (0.329)] [data_t 0.017] [optim_t 0.275] [lr 0.002568] [CE 3.908 (3.951)] [KD 0.000 (0.000)]
2022-10-30 01:33:37,195 - Train: 2.88% [5400/187500] [8.6/300.0] [batch_t 0.350 (0.323)] [data_t 0.018] [optim_t 0.333] [lr 0.002592] [CE 3.947 (3.938)] [KD 0.000 (0.000)]
2022-10-30 01:33:53,637 - Train: 2.91% [5450/187500] [8.7/300.0] [batch_t 0.306 (0.329)] [data_t 0.017] [optim_t 0.289] [lr 0.002616] [CE 3.930 (3.923)] [KD 0.000 (0.000)]
2022-10-30 01:34:10,025 - Train: 2.93% [5500/187500] [8.8/300.0] [batch_t 0.317 (0.328)] [data_t 0.012] [optim_t 0.305] [lr 0.002640] [CE 4.023 (3.917)] [KD 0.000 (0.000)]
2022-10-30 01:34:26,353 - Train: 2.96% [5550/187500] [8.9/300.0] [batch_t 0.301 (0.326)] [data_t 0.009] [optim_t 0.292] [lr 0.002664] [CE 3.912 (3.913)] [KD 0.000 (0.000)]
2022-10-30 01:34:42,797 - Train: 2.99% [5600/187500] [9.0/300.0] [batch_t 0.306 (0.329)] [data_t 0.017] [optim_t 0.289] [lr 0.002688] [CE 3.951 (3.899)] [KD 0.000 (0.000)]
2022-10-30 01:34:50,484 - ==> Total time: 0:32:04 Eta: 17:17:02 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:35:02,983 - Train: 3.01% [5650/187500] [9.0/300.0] [batch_t 0.335 (0.438)] [data_t 0.014] [optim_t 0.321] [lr 0.002712] [CE 3.829 (3.851)] [KD 0.000 (0.000)]
2022-10-30 01:35:19,509 - Train: 3.04% [5700/187500] [9.1/300.0] [batch_t 0.371 (0.330)] [data_t 0.018] [optim_t 0.353] [lr 0.002736] [CE 3.771 (3.858)] [KD 0.000 (0.000)]
2022-10-30 01:35:36,069 - Train: 3.07% [5750/187500] [9.2/300.0] [batch_t 0.393 (0.331)] [data_t 0.017] [optim_t 0.376] [lr 0.002760] [CE 3.889 (3.855)] [KD 0.000 (0.000)]
2022-10-30 01:35:52,518 - Train: 3.09% [5800/187500] [9.3/300.0] [batch_t 0.372 (0.329)] [data_t 0.018] [optim_t 0.354] [lr 0.002784] [CE 3.845 (3.855)] [KD 0.000 (0.000)]
2022-10-30 01:36:09,152 - Train: 3.12% [5850/187500] [9.4/300.0] [batch_t 0.499 (0.333)] [data_t 0.011] [optim_t 0.488] [lr 0.002808] [CE 3.831 (3.856)] [KD 0.000 (0.000)]
2022-10-30 01:36:25,690 - Train: 3.15% [5900/187500] [9.4/300.0] [batch_t 0.331 (0.331)] [data_t 0.016] [optim_t 0.315] [lr 0.002832] [CE 3.861 (3.838)] [KD 0.000 (0.000)]
2022-10-30 01:36:42,076 - Train: 3.17% [5950/187500] [9.5/300.0] [batch_t 0.318 (0.328)] [data_t 0.010] [optim_t 0.308] [lr 0.002856] [CE 3.802 (3.834)] [KD 0.000 (0.000)]
2022-10-30 01:36:58,684 - Train: 3.20% [6000/187500] [9.6/300.0] [batch_t 0.351 (0.332)] [data_t 0.017] [optim_t 0.334] [lr 0.002880] [CE 3.780 (3.833)] [KD 0.000 (0.000)]
2022-10-30 01:37:15,320 - Train: 3.23% [6050/187500] [9.7/300.0] [batch_t 0.442 (0.333)] [data_t 0.015] [optim_t 0.427] [lr 0.002904] [CE 3.808 (3.820)] [KD 0.000 (0.000)]
2022-10-30 01:37:31,525 - Train: 3.25% [6100/187500] [9.8/300.0] [batch_t 0.350 (0.324)] [data_t 0.017] [optim_t 0.333] [lr 0.002928] [CE 3.846 (3.811)] [KD 0.000 (0.000)]
2022-10-30 01:37:47,979 - Train: 3.28% [6150/187500] [9.8/300.0] [batch_t 0.338 (0.329)] [data_t 0.017] [optim_t 0.321] [lr 0.002952] [CE 3.844 (3.810)] [KD 0.000 (0.000)]
2022-10-30 01:38:04,528 - Train: 3.31% [6200/187500] [9.9/300.0] [batch_t 0.336 (0.331)] [data_t 0.018] [optim_t 0.319] [lr 0.002976] [CE 3.766 (3.802)] [KD 0.000 (0.000)]
2022-10-30 01:38:20,596 - Train: 3.33% [6250/187500] [10.0/300.0] [batch_t 0.279 (0.321)] [data_t 0.014] [optim_t 0.265] [lr 0.003000] [CE 3.779 (3.796)] [KD 0.000 (0.000)]
2022-10-30 01:38:30,797 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.196)] [top1_cnt 22700] [top5_cnt 35855] [top_all 50000]
2022-10-30 01:38:30,798 - net: 45.400 (71.710)
2022-10-30 01:38:39,601 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.161)] [top1_cnt 49] [top5_cnt 250] [top_all 50000]
2022-10-30 01:38:39,601 - net_E: 0.098 (0.500)
2022-10-30 01:38:39,875 - Max [top1: 45.400 (epoch: 10)] [top1-ema: 0.102 (epoch: 5)]
2022-10-30 01:38:39,876 - ==> Total time: 0:35:53 Eta: 17:21:00 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:39:00,977 - Train: 3.36% [6300/187500] [10.1/300.0] [batch_t 0.317 (0.384)] [data_t 0.018] [optim_t 0.299] [lr 0.003024] [CE 3.795 (3.754)] [KD 0.000 (0.000)]
2022-10-30 01:39:17,534 - Train: 3.39% [6350/187500] [10.2/300.0] [batch_t 0.315 (0.331)] [data_t 0.017] [optim_t 0.298] [lr 0.003048] [CE 3.757 (3.762)] [KD 0.000 (0.000)]
2022-10-30 01:39:33,987 - Train: 3.41% [6400/187500] [10.2/300.0] [batch_t 0.357 (0.329)] [data_t 0.018] [optim_t 0.339] [lr 0.003072] [CE 3.704 (3.754)] [KD 0.000 (0.000)]
2022-10-30 01:39:50,308 - Train: 3.44% [6450/187500] [10.3/300.0] [batch_t 0.326 (0.326)] [data_t 0.022] [optim_t 0.304] [lr 0.003096] [CE 3.727 (3.758)] [KD 0.000 (0.000)]
2022-10-30 01:40:06,736 - Train: 3.47% [6500/187500] [10.4/300.0] [batch_t 0.341 (0.328)] [data_t 0.017] [optim_t 0.324] [lr 0.003120] [CE 3.761 (3.746)] [KD 0.000 (0.000)]
2022-10-30 01:40:23,241 - Train: 3.49% [6550/187500] [10.5/300.0] [batch_t 0.323 (0.330)] [data_t 0.009] [optim_t 0.313] [lr 0.003144] [CE 3.751 (3.742)] [KD 0.000 (0.000)]
2022-10-30 01:40:39,724 - Train: 3.52% [6600/187500] [10.6/300.0] [batch_t 0.313 (0.330)] [data_t 0.016] [optim_t 0.297] [lr 0.003168] [CE 3.812 (3.740)] [KD 0.000 (0.000)]
2022-10-30 01:40:56,367 - Train: 3.55% [6650/187500] [10.6/300.0] [batch_t 0.327 (0.333)] [data_t 0.017] [optim_t 0.310] [lr 0.003192] [CE 3.641 (3.743)] [KD 0.000 (0.000)]
2022-10-30 01:41:13,010 - Train: 3.57% [6700/187500] [10.7/300.0] [batch_t 0.326 (0.333)] [data_t 0.018] [optim_t 0.308] [lr 0.003216] [CE 3.713 (3.726)] [KD 0.000 (0.000)]
2022-10-30 01:41:29,373 - Train: 3.60% [6750/187500] [10.8/300.0] [batch_t 0.353 (0.327)] [data_t 0.018] [optim_t 0.335] [lr 0.003240] [CE 3.800 (3.732)] [KD 0.000 (0.000)]
2022-10-30 01:41:45,736 - Train: 3.63% [6800/187500] [10.9/300.0] [batch_t 0.352 (0.327)] [data_t 0.010] [optim_t 0.343] [lr 0.003264] [CE 3.698 (3.712)] [KD 0.000 (0.000)]
2022-10-30 01:42:02,145 - Train: 3.65% [6850/187500] [11.0/300.0] [batch_t 0.321 (0.328)] [data_t 0.017] [optim_t 0.305] [lr 0.003288] [CE 3.704 (3.704)] [KD 0.000 (0.000)]
2022-10-30 01:42:09,750 - ==> Total time: 0:39:23 Eta: 17:15:00 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:42:22,105 - Train: 3.68% [6900/187500] [11.0/300.0] [batch_t 0.311 (0.429)] [data_t 0.016] [optim_t 0.295] [lr 0.003312] [CE 3.659 (3.678)] [KD 0.000 (0.000)]
2022-10-30 01:42:38,387 - Train: 3.71% [6950/187500] [11.1/300.0] [batch_t 0.332 (0.326)] [data_t 0.017] [optim_t 0.316] [lr 0.003336] [CE 3.746 (3.673)] [KD 0.000 (0.000)]
2022-10-30 01:42:54,684 - Train: 3.73% [7000/187500] [11.2/300.0] [batch_t 0.306 (0.326)] [data_t 0.019] [optim_t 0.287] [lr 0.003360] [CE 3.674 (3.680)] [KD 0.000 (0.000)]
2022-10-30 01:43:10,981 - Train: 3.76% [7050/187500] [11.3/300.0] [batch_t 0.287 (0.326)] [data_t 0.017] [optim_t 0.271] [lr 0.003384] [CE 3.639 (3.681)] [KD 0.000 (0.000)]
2022-10-30 01:43:27,248 - Train: 3.79% [7100/187500] [11.4/300.0] [batch_t 0.307 (0.325)] [data_t 0.015] [optim_t 0.292] [lr 0.003408] [CE 3.721 (3.667)] [KD 0.000 (0.000)]
2022-10-30 01:43:43,692 - Train: 3.81% [7150/187500] [11.4/300.0] [batch_t 0.362 (0.329)] [data_t 0.016] [optim_t 0.346] [lr 0.003432] [CE 3.693 (3.656)] [KD 0.000 (0.000)]
2022-10-30 01:43:59,949 - Train: 3.84% [7200/187500] [11.5/300.0] [batch_t 0.307 (0.325)] [data_t 0.018] [optim_t 0.289] [lr 0.003456] [CE 3.618 (3.666)] [KD 0.000 (0.000)]
2022-10-30 01:44:16,414 - Train: 3.87% [7250/187500] [11.6/300.0] [batch_t 0.322 (0.329)] [data_t 0.016] [optim_t 0.306] [lr 0.003480] [CE 3.663 (3.658)] [KD 0.000 (0.000)]
2022-10-30 01:44:32,873 - Train: 3.89% [7300/187500] [11.7/300.0] [batch_t 0.402 (0.329)] [data_t 0.018] [optim_t 0.384] [lr 0.003504] [CE 3.646 (3.660)] [KD 0.000 (0.000)]
2022-10-30 01:44:49,228 - Train: 3.92% [7350/187500] [11.8/300.0] [batch_t 0.312 (0.327)] [data_t 0.015] [optim_t 0.296] [lr 0.003528] [CE 3.632 (3.657)] [KD 0.000 (0.000)]
2022-10-30 01:45:05,593 - Train: 3.95% [7400/187500] [11.8/300.0] [batch_t 0.292 (0.327)] [data_t 0.020] [optim_t 0.272] [lr 0.003552] [CE 3.778 (3.663)] [KD 0.000 (0.000)]
2022-10-30 01:45:21,923 - Train: 3.97% [7450/187500] [11.9/300.0] [batch_t 0.343 (0.326)] [data_t 0.010] [optim_t 0.334] [lr 0.003576] [CE 3.619 (3.646)] [KD 0.000 (0.000)]
2022-10-30 01:45:37,725 - Train: 4.00% [7500/187500] [12.0/300.0] [batch_t 0.279 (0.316)] [data_t 0.014] [optim_t 0.265] [lr 0.003600] [CE 3.587 (3.642)] [KD 0.000 (0.000)]
2022-10-30 01:45:37,728 - ==> Total time: 0:42:51 Eta: 17:08:39 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:45:58,425 - Train: 4.03% [7550/187500] [12.1/300.0] [batch_t 0.336 (0.385)] [data_t 0.015] [optim_t 0.321] [lr 0.003624] [CE 3.644 (3.608)] [KD 0.000 (0.000)]
2022-10-30 01:46:14,811 - Train: 4.05% [7600/187500] [12.2/300.0] [batch_t 0.348 (0.328)] [data_t 0.019] [optim_t 0.329] [lr 0.003648] [CE 3.589 (3.611)] [KD 0.000 (0.000)]
2022-10-30 01:46:31,213 - Train: 4.08% [7650/187500] [12.2/300.0] [batch_t 0.289 (0.328)] [data_t 0.017] [optim_t 0.272] [lr 0.003672] [CE 3.636 (3.618)] [KD 0.000 (0.000)]
2022-10-30 01:46:47,569 - Train: 4.11% [7700/187500] [12.3/300.0] [batch_t 0.289 (0.327)] [data_t 0.017] [optim_t 0.273] [lr 0.003696] [CE 3.592 (3.601)] [KD 0.000 (0.000)]
2022-10-30 01:47:04,155 - Train: 4.13% [7750/187500] [12.4/300.0] [batch_t 0.327 (0.332)] [data_t 0.016] [optim_t 0.311] [lr 0.003720] [CE 3.544 (3.613)] [KD 0.000 (0.000)]
2022-10-30 01:47:20,722 - Train: 4.16% [7800/187500] [12.5/300.0] [batch_t 0.305 (0.331)] [data_t 0.016] [optim_t 0.288] [lr 0.003744] [CE 3.586 (3.610)] [KD 0.000 (0.000)]
2022-10-30 01:47:37,248 - Train: 4.19% [7850/187500] [12.6/300.0] [batch_t 0.321 (0.330)] [data_t 0.017] [optim_t 0.304] [lr 0.003768] [CE 3.667 (3.594)] [KD 0.000 (0.000)]
2022-10-30 01:47:53,752 - Train: 4.21% [7900/187500] [12.6/300.0] [batch_t 0.346 (0.330)] [data_t 0.018] [optim_t 0.328] [lr 0.003792] [CE 3.670 (3.605)] [KD 0.000 (0.000)]
2022-10-30 01:48:10,407 - Train: 4.24% [7950/187500] [12.7/300.0] [batch_t 0.331 (0.333)] [data_t 0.016] [optim_t 0.315] [lr 0.003816] [CE 3.710 (3.608)] [KD 0.000 (0.000)]
2022-10-30 01:48:26,800 - Train: 4.27% [8000/187500] [12.8/300.0] [batch_t 0.312 (0.328)] [data_t 0.015] [optim_t 0.297] [lr 0.003840] [CE 3.623 (3.593)] [KD 0.000 (0.000)]
2022-10-30 01:48:43,286 - Train: 4.29% [8050/187500] [12.9/300.0] [batch_t 0.330 (0.330)] [data_t 0.016] [optim_t 0.315] [lr 0.003864] [CE 3.615 (3.596)] [KD 0.000 (0.000)]
2022-10-30 01:48:59,743 - Train: 4.32% [8100/187500] [13.0/300.0] [batch_t 0.341 (0.329)] [data_t 0.017] [optim_t 0.324] [lr 0.003888] [CE 3.573 (3.596)] [KD 0.000 (0.000)]
2022-10-30 01:49:07,469 - ==> Total time: 0:46:21 Eta: 17:03:24 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:49:19,929 - Train: 4.35% [8150/187500] [13.0/300.0] [batch_t 0.312 (0.439)] [data_t 0.018] [optim_t 0.293] [lr 0.003912] [CE 3.585 (3.554)] [KD 0.000 (0.000)]
2022-10-30 01:49:36,373 - Train: 4.37% [8200/187500] [13.1/300.0] [batch_t 0.354 (0.329)] [data_t 0.018] [optim_t 0.336] [lr 0.003936] [CE 3.472 (3.556)] [KD 0.000 (0.000)]
2022-10-30 01:49:52,706 - Train: 4.40% [8250/187500] [13.2/300.0] [batch_t 0.329 (0.327)] [data_t 0.019] [optim_t 0.310] [lr 0.003960] [CE 3.581 (3.558)] [KD 0.000 (0.000)]
2022-10-30 01:50:09,162 - Train: 4.43% [8300/187500] [13.3/300.0] [batch_t 0.345 (0.329)] [data_t 0.018] [optim_t 0.327] [lr 0.003984] [CE 3.611 (3.563)] [KD 0.000 (0.000)]
2022-10-30 01:50:25,644 - Train: 4.45% [8350/187500] [13.4/300.0] [batch_t 0.286 (0.329)] [data_t 0.016] [optim_t 0.270] [lr 0.004008] [CE 3.519 (3.545)] [KD 0.000 (0.000)]
2022-10-30 01:50:42,140 - Train: 4.48% [8400/187500] [13.4/300.0] [batch_t 0.336 (0.330)] [data_t 0.038] [optim_t 0.298] [lr 0.004032] [CE 3.612 (3.559)] [KD 0.000 (0.000)]
2022-10-30 01:50:58,529 - Train: 4.51% [8450/187500] [13.5/300.0] [batch_t 0.330 (0.328)] [data_t 0.019] [optim_t 0.311] [lr 0.004056] [CE 3.575 (3.554)] [KD 0.000 (0.000)]
2022-10-30 01:51:15,207 - Train: 4.53% [8500/187500] [13.6/300.0] [batch_t 0.331 (0.333)] [data_t 0.018] [optim_t 0.314] [lr 0.004080] [CE 3.624 (3.549)] [KD 0.000 (0.000)]
2022-10-30 01:51:31,717 - Train: 4.56% [8550/187500] [13.7/300.0] [batch_t 0.304 (0.330)] [data_t 0.017] [optim_t 0.287] [lr 0.004104] [CE 3.494 (3.543)] [KD 0.000 (0.000)]
2022-10-30 01:51:48,608 - Train: 4.59% [8600/187500] [13.8/300.0] [batch_t 0.442 (0.338)] [data_t 0.016] [optim_t 0.426] [lr 0.004128] [CE 3.654 (3.552)] [KD 0.000 (0.000)]
2022-10-30 01:52:05,041 - Train: 4.61% [8650/187500] [13.8/300.0] [batch_t 0.330 (0.329)] [data_t 0.016] [optim_t 0.313] [lr 0.004152] [CE 3.602 (3.560)] [KD 0.000 (0.000)]
2022-10-30 01:52:21,545 - Train: 4.64% [8700/187500] [13.9/300.0] [batch_t 0.306 (0.330)] [data_t 0.017] [optim_t 0.290] [lr 0.004176] [CE 3.603 (3.546)] [KD 0.000 (0.000)]
2022-10-30 01:52:37,530 - Train: 4.67% [8750/187500] [14.0/300.0] [batch_t 0.281 (0.320)] [data_t 0.015] [optim_t 0.266] [lr 0.004200] [CE 3.509 (3.540)] [KD 0.000 (0.000)]
2022-10-30 01:52:37,533 - ==> Total time: 0:49:51 Eta: 16:58:31 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:52:58,630 - Train: 4.69% [8800/187500] [14.1/300.0] [batch_t 0.327 (0.392)] [data_t 0.018] [optim_t 0.309] [lr 0.004224] [CE 3.484 (3.498)] [KD 0.000 (0.000)]
2022-10-30 01:53:15,022 - Train: 4.72% [8850/187500] [14.2/300.0] [batch_t 0.288 (0.328)] [data_t 0.016] [optim_t 0.272] [lr 0.004248] [CE 3.575 (3.511)] [KD 0.000 (0.000)]
2022-10-30 01:53:31,667 - Train: 4.75% [8900/187500] [14.2/300.0] [batch_t 0.355 (0.333)] [data_t 0.017] [optim_t 0.339] [lr 0.004272] [CE 3.515 (3.515)] [KD 0.000 (0.000)]
2022-10-30 01:53:48,005 - Train: 4.77% [8950/187500] [14.3/300.0] [batch_t 0.327 (0.327)] [data_t 0.016] [optim_t 0.311] [lr 0.004296] [CE 3.504 (3.521)] [KD 0.000 (0.000)]
2022-10-30 01:54:04,537 - Train: 4.80% [9000/187500] [14.4/300.0] [batch_t 0.308 (0.331)] [data_t 0.018] [optim_t 0.290] [lr 0.004320] [CE 3.533 (3.517)] [KD 0.000 (0.000)]
2022-10-30 01:54:21,096 - Train: 4.83% [9050/187500] [14.5/300.0] [batch_t 0.334 (0.331)] [data_t 0.039] [optim_t 0.295] [lr 0.004344] [CE 3.580 (3.512)] [KD 0.000 (0.000)]
2022-10-30 01:54:37,494 - Train: 4.85% [9100/187500] [14.6/300.0] [batch_t 0.312 (0.328)] [data_t 0.017] [optim_t 0.295] [lr 0.004368] [CE 3.532 (3.513)] [KD 0.000 (0.000)]
2022-10-30 01:54:53,959 - Train: 4.88% [9150/187500] [14.6/300.0] [batch_t 0.308 (0.329)] [data_t 0.018] [optim_t 0.290] [lr 0.004392] [CE 3.499 (3.505)] [KD 0.000 (0.000)]
2022-10-30 01:55:10,475 - Train: 4.91% [9200/187500] [14.7/300.0] [batch_t 0.324 (0.330)] [data_t 0.018] [optim_t 0.306] [lr 0.004416] [CE 3.488 (3.510)] [KD 0.000 (0.000)]
2022-10-30 01:55:26,940 - Train: 4.93% [9250/187500] [14.8/300.0] [batch_t 0.340 (0.329)] [data_t 0.017] [optim_t 0.323] [lr 0.004440] [CE 3.509 (3.507)] [KD 0.000 (0.000)]
2022-10-30 01:55:43,380 - Train: 4.96% [9300/187500] [14.9/300.0] [batch_t 0.307 (0.329)] [data_t 0.018] [optim_t 0.289] [lr 0.004464] [CE 3.570 (3.501)] [KD 0.000 (0.000)]
2022-10-30 01:55:59,880 - Train: 4.99% [9350/187500] [15.0/300.0] [batch_t 0.326 (0.330)] [data_t 0.017] [optim_t 0.309] [lr 0.004488] [CE 3.497 (3.497)] [KD 0.000 (0.000)]
2022-10-30 01:56:18,124 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.200)] [top1_cnt 25565] [top5_cnt 38199] [top_all 50000]
2022-10-30 01:56:18,125 - net: 51.130 (76.398)
2022-10-30 01:56:27,348 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.169)] [top1_cnt 52] [top5_cnt 262] [top_all 50000]
2022-10-30 01:56:27,349 - net_E: 0.104 (0.524)
2022-10-30 01:56:27,663 - Max [top1: 51.130 (epoch: 15)] [top1-ema: 0.104 (epoch: 15)]
2022-10-30 01:56:27,683 - ==> Total time: 0:53:41 Eta: 17:00:10 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 01:56:41,715 - Train: 5.01% [9400/187500] [15.0/300.0] [batch_t 0.348 (0.443)] [data_t 0.017] [optim_t 0.331] [lr 0.004512] [CE 3.479 (3.461)] [KD 0.000 (0.000)]
2022-10-30 01:56:58,508 - Train: 5.04% [9450/187500] [15.1/300.0] [batch_t 0.363 (0.336)] [data_t 0.019] [optim_t 0.344] [lr 0.004536] [CE 3.429 (3.470)] [KD 0.000 (0.000)]
2022-10-30 01:57:14,964 - Train: 5.07% [9500/187500] [15.2/300.0] [batch_t 0.348 (0.329)] [data_t 0.016] [optim_t 0.332] [lr 0.004560] [CE 3.549 (3.481)] [KD 0.000 (0.000)]
2022-10-30 01:57:31,430 - Train: 5.09% [9550/187500] [15.3/300.0] [batch_t 0.320 (0.329)] [data_t 0.021] [optim_t 0.300] [lr 0.004584] [CE 3.556 (3.482)] [KD 0.000 (0.000)]
2022-10-30 01:57:48,005 - Train: 5.12% [9600/187500] [15.4/300.0] [batch_t 0.286 (0.331)] [data_t 0.018] [optim_t 0.269] [lr 0.004608] [CE 3.514 (3.481)] [KD 0.000 (0.000)]
2022-10-30 01:58:04,573 - Train: 5.15% [9650/187500] [15.4/300.0] [batch_t 0.351 (0.331)] [data_t 0.016] [optim_t 0.335] [lr 0.004632] [CE 3.453 (3.476)] [KD 0.000 (0.000)]
2022-10-30 01:58:20,992 - Train: 5.17% [9700/187500] [15.5/300.0] [batch_t 0.331 (0.328)] [data_t 0.043] [optim_t 0.288] [lr 0.004656] [CE 3.482 (3.482)] [KD 0.000 (0.000)]
2022-10-30 01:58:37,492 - Train: 5.20% [9750/187500] [15.6/300.0] [batch_t 0.340 (0.330)] [data_t 0.009] [optim_t 0.331] [lr 0.004680] [CE 3.402 (3.482)] [KD 0.000 (0.000)]
2022-10-30 01:58:53,964 - Train: 5.23% [9800/187500] [15.7/300.0] [batch_t 0.288 (0.329)] [data_t 0.017] [optim_t 0.271] [lr 0.004704] [CE 3.475 (3.471)] [KD 0.000 (0.000)]
2022-10-30 01:59:10,354 - Train: 5.25% [9850/187500] [15.8/300.0] [batch_t 0.321 (0.328)] [data_t 0.020] [optim_t 0.300] [lr 0.004728] [CE 3.478 (3.471)] [KD 0.000 (0.000)]
2022-10-30 01:59:26,939 - Train: 5.28% [9900/187500] [15.8/300.0] [batch_t 0.434 (0.332)] [data_t 0.018] [optim_t 0.415] [lr 0.004752] [CE 3.400 (3.460)] [KD 0.000 (0.000)]
2022-10-30 01:59:43,491 - Train: 5.31% [9950/187500] [15.9/300.0] [batch_t 0.374 (0.331)] [data_t 0.018] [optim_t 0.356] [lr 0.004776] [CE 3.543 (3.477)] [KD 0.000 (0.000)]
2022-10-30 01:59:59,565 - Train: 5.33% [10000/187500] [16.0/300.0] [batch_t 0.281 (0.321)] [data_t 0.014] [optim_t 0.267] [lr 0.004800] [CE 3.387 (3.461)] [KD 0.000 (0.000)]
2022-10-30 01:59:59,568 - ==> Total time: 0:57:13 Eta: 16:55:44 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:00:20,715 - Train: 5.36% [10050/187500] [16.1/300.0] [batch_t 0.319 (0.387)] [data_t 0.015] [optim_t 0.304] [lr 0.004824] [CE 3.505 (3.426)] [KD 0.000 (0.000)]
2022-10-30 02:00:37,178 - Train: 5.39% [10100/187500] [16.2/300.0] [batch_t 0.323 (0.329)] [data_t 0.016] [optim_t 0.307] [lr 0.004848] [CE 3.552 (3.438)] [KD 0.000 (0.000)]
2022-10-30 02:00:53,467 - Train: 5.41% [10150/187500] [16.2/300.0] [batch_t 0.341 (0.326)] [data_t 0.018] [optim_t 0.323] [lr 0.004872] [CE 3.515 (3.441)] [KD 0.000 (0.000)]
2022-10-30 02:01:09,610 - Train: 5.44% [10200/187500] [16.3/300.0] [batch_t 0.320 (0.323)] [data_t 0.017] [optim_t 0.304] [lr 0.004896] [CE 3.484 (3.444)] [KD 0.000 (0.000)]
2022-10-30 02:01:26,157 - Train: 5.47% [10250/187500] [16.4/300.0] [batch_t 0.312 (0.331)] [data_t 0.016] [optim_t 0.297] [lr 0.004920] [CE 3.359 (3.447)] [KD 0.000 (0.000)]
2022-10-30 02:01:42,524 - Train: 5.49% [10300/187500] [16.5/300.0] [batch_t 0.316 (0.327)] [data_t 0.016] [optim_t 0.300] [lr 0.004944] [CE 3.520 (3.451)] [KD 0.000 (0.000)]
2022-10-30 02:01:58,837 - Train: 5.52% [10350/187500] [16.6/300.0] [batch_t 0.336 (0.326)] [data_t 0.017] [optim_t 0.319] [lr 0.004968] [CE 3.467 (3.440)] [KD 0.000 (0.000)]
2022-10-30 02:02:15,212 - Train: 5.55% [10400/187500] [16.6/300.0] [batch_t 0.317 (0.327)] [data_t 0.016] [optim_t 0.302] [lr 0.004992] [CE 3.431 (3.447)] [KD 0.000 (0.000)]
2022-10-30 02:02:31,361 - Train: 5.57% [10450/187500] [16.7/300.0] [batch_t 0.316 (0.323)] [data_t 0.014] [optim_t 0.301] [lr 0.005016] [CE 3.349 (3.444)] [KD 0.000 (0.000)]
2022-10-30 02:02:47,608 - Train: 5.60% [10500/187500] [16.8/300.0] [batch_t 0.313 (0.325)] [data_t 0.016] [optim_t 0.297] [lr 0.005040] [CE 3.390 (3.434)] [KD 0.000 (0.000)]
2022-10-30 02:03:03,898 - Train: 5.63% [10550/187500] [16.9/300.0] [batch_t 0.327 (0.326)] [data_t 0.017] [optim_t 0.309] [lr 0.005064] [CE 3.478 (3.435)] [KD 0.000 (0.000)]
2022-10-30 02:03:20,246 - Train: 5.65% [10600/187500] [17.0/300.0] [batch_t 0.328 (0.327)] [data_t 0.017] [optim_t 0.311] [lr 0.005088] [CE 3.485 (3.430)] [KD 0.000 (0.000)]
2022-10-30 02:03:27,865 - ==> Total time: 1:00:41 Eta: 16:50:25 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:03:40,415 - Train: 5.68% [10650/187500] [17.0/300.0] [batch_t 0.316 (0.442)] [data_t 0.019] [optim_t 0.297] [lr 0.005112] [CE 3.415 (3.405)] [KD 0.000 (0.000)]
2022-10-30 02:03:56,902 - Train: 5.71% [10700/187500] [17.1/300.0] [batch_t 0.328 (0.330)] [data_t 0.016] [optim_t 0.312] [lr 0.005136] [CE 3.423 (3.412)] [KD 0.000 (0.000)]
2022-10-30 02:04:13,294 - Train: 5.73% [10750/187500] [17.2/300.0] [batch_t 0.338 (0.328)] [data_t 0.018] [optim_t 0.320] [lr 0.005160] [CE 3.470 (3.409)] [KD 0.000 (0.000)]
2022-10-30 02:04:29,640 - Train: 5.76% [10800/187500] [17.3/300.0] [batch_t 0.292 (0.327)] [data_t 0.015] [optim_t 0.277] [lr 0.005184] [CE 3.421 (3.422)] [KD 0.000 (0.000)]
2022-10-30 02:04:46,124 - Train: 5.79% [10850/187500] [17.4/300.0] [batch_t 0.398 (0.330)] [data_t 0.017] [optim_t 0.381] [lr 0.005208] [CE 3.488 (3.424)] [KD 0.000 (0.000)]
2022-10-30 02:05:02,648 - Train: 5.81% [10900/187500] [17.4/300.0] [batch_t 0.354 (0.330)] [data_t 0.020] [optim_t 0.335] [lr 0.005232] [CE 3.440 (3.419)] [KD 0.000 (0.000)]
2022-10-30 02:05:19,179 - Train: 5.84% [10950/187500] [17.5/300.0] [batch_t 0.310 (0.331)] [data_t 0.016] [optim_t 0.294] [lr 0.005256] [CE 3.407 (3.414)] [KD 0.000 (0.000)]
2022-10-30 02:05:35,645 - Train: 5.87% [11000/187500] [17.6/300.0] [batch_t 0.320 (0.329)] [data_t 0.009] [optim_t 0.311] [lr 0.005280] [CE 3.355 (3.416)] [KD 0.000 (0.000)]
2022-10-30 02:05:52,061 - Train: 5.89% [11050/187500] [17.7/300.0] [batch_t 0.351 (0.328)] [data_t 0.017] [optim_t 0.334] [lr 0.005304] [CE 3.419 (3.420)] [KD 0.000 (0.000)]
2022-10-30 02:06:08,549 - Train: 5.92% [11100/187500] [17.8/300.0] [batch_t 0.320 (0.330)] [data_t 0.017] [optim_t 0.304] [lr 0.005328] [CE 3.445 (3.418)] [KD 0.000 (0.000)]
2022-10-30 02:06:25,105 - Train: 5.95% [11150/187500] [17.8/300.0] [batch_t 0.356 (0.331)] [data_t 0.016] [optim_t 0.340] [lr 0.005352] [CE 3.418 (3.415)] [KD 0.000 (0.000)]
2022-10-30 02:06:41,533 - Train: 5.97% [11200/187500] [17.9/300.0] [batch_t 0.305 (0.328)] [data_t 0.015] [optim_t 0.290] [lr 0.005376] [CE 3.461 (3.409)] [KD 0.000 (0.000)]
2022-10-30 02:06:57,503 - Train: 6.00% [11250/187500] [18.0/300.0] [batch_t 0.280 (0.319)] [data_t 0.015] [optim_t 0.266] [lr 0.005400] [CE 3.445 (3.410)] [KD 0.000 (0.000)]
2022-10-30 02:06:57,505 - ==> Total time: 1:04:11 Eta: 16:45:38 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:07:19,128 - Train: 6.03% [11300/187500] [18.1/300.0] [batch_t 0.295 (0.390)] [data_t 0.016] [optim_t 0.279] [lr 0.005424] [CE 3.443 (3.390)] [KD 0.000 (0.000)]
2022-10-30 02:07:35,439 - Train: 6.05% [11350/187500] [18.2/300.0] [batch_t 0.367 (0.326)] [data_t 0.018] [optim_t 0.349] [lr 0.005448] [CE 3.448 (3.393)] [KD 0.000 (0.000)]
2022-10-30 02:07:51,951 - Train: 6.08% [11400/187500] [18.2/300.0] [batch_t 0.308 (0.330)] [data_t 0.037] [optim_t 0.271] [lr 0.005472] [CE 3.442 (3.398)] [KD 0.000 (0.000)]
2022-10-30 02:08:08,334 - Train: 6.11% [11450/187500] [18.3/300.0] [batch_t 0.339 (0.328)] [data_t 0.033] [optim_t 0.306] [lr 0.005496] [CE 3.389 (3.391)] [KD 0.000 (0.000)]
2022-10-30 02:08:24,790 - Train: 6.13% [11500/187500] [18.4/300.0] [batch_t 0.323 (0.329)] [data_t 0.018] [optim_t 0.305] [lr 0.005520] [CE 3.357 (3.391)] [KD 0.000 (0.000)]
2022-10-30 02:08:41,260 - Train: 6.16% [11550/187500] [18.5/300.0] [batch_t 0.340 (0.329)] [data_t 0.019] [optim_t 0.321] [lr 0.005544] [CE 3.377 (3.398)] [KD 0.000 (0.000)]
2022-10-30 02:08:57,714 - Train: 6.19% [11600/187500] [18.6/300.0] [batch_t 0.329 (0.329)] [data_t 0.018] [optim_t 0.312] [lr 0.005568] [CE 3.374 (3.396)] [KD 0.000 (0.000)]
2022-10-30 02:09:14,066 - Train: 6.21% [11650/187500] [18.6/300.0] [batch_t 0.341 (0.327)] [data_t 0.016] [optim_t 0.325] [lr 0.005592] [CE 3.436 (3.403)] [KD 0.000 (0.000)]
2022-10-30 02:09:30,535 - Train: 6.24% [11700/187500] [18.7/300.0] [batch_t 0.350 (0.329)] [data_t 0.017] [optim_t 0.333] [lr 0.005616] [CE 3.452 (3.394)] [KD 0.000 (0.000)]
2022-10-30 02:09:46,932 - Train: 6.27% [11750/187500] [18.8/300.0] [batch_t 0.327 (0.328)] [data_t 0.016] [optim_t 0.311] [lr 0.005640] [CE 3.414 (3.408)] [KD 0.000 (0.000)]
2022-10-30 02:10:03,586 - Train: 6.29% [11800/187500] [18.9/300.0] [batch_t 0.339 (0.333)] [data_t 0.026] [optim_t 0.313] [lr 0.005664] [CE 3.287 (3.395)] [KD 0.000 (0.000)]
2022-10-30 02:10:19,964 - Train: 6.32% [11850/187500] [19.0/300.0] [batch_t 0.308 (0.327)] [data_t 0.016] [optim_t 0.293] [lr 0.005688] [CE 3.422 (3.389)] [KD 0.000 (0.000)]
2022-10-30 02:10:27,632 - ==> Total time: 1:07:41 Eta: 16:41:08 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:10:39,894 - Train: 6.35% [11900/187500] [19.0/300.0] [batch_t 0.349 (0.428)] [data_t 0.014] [optim_t 0.336] [lr 0.005712] [CE 3.332 (3.356)] [KD 0.000 (0.000)]
2022-10-30 02:10:56,169 - Train: 6.37% [11950/187500] [19.1/300.0] [batch_t 0.331 (0.325)] [data_t 0.020] [optim_t 0.310] [lr 0.005736] [CE 3.358 (3.363)] [KD 0.000 (0.000)]
2022-10-30 02:11:12,370 - Train: 6.40% [12000/187500] [19.2/300.0] [batch_t 0.289 (0.324)] [data_t 0.017] [optim_t 0.272] [lr 0.005760] [CE 3.431 (3.365)] [KD 0.000 (0.000)]
2022-10-30 02:11:28,772 - Train: 6.43% [12050/187500] [19.3/300.0] [batch_t 0.308 (0.328)] [data_t 0.018] [optim_t 0.290] [lr 0.005784] [CE 3.421 (3.381)] [KD 0.000 (0.000)]
2022-10-30 02:11:45,108 - Train: 6.45% [12100/187500] [19.4/300.0] [batch_t 0.328 (0.327)] [data_t 0.018] [optim_t 0.310] [lr 0.005808] [CE 3.295 (3.377)] [KD 0.000 (0.000)]
2022-10-30 02:12:01,869 - Train: 6.48% [12150/187500] [19.4/300.0] [batch_t 0.345 (0.335)] [data_t 0.018] [optim_t 0.327] [lr 0.005832] [CE 3.423 (3.370)] [KD 0.000 (0.000)]
2022-10-30 02:12:18,303 - Train: 6.51% [12200/187500] [19.5/300.0] [batch_t 0.339 (0.329)] [data_t 0.019] [optim_t 0.320] [lr 0.005856] [CE 3.423 (3.378)] [KD 0.000 (0.000)]
2022-10-30 02:12:34,719 - Train: 6.53% [12250/187500] [19.6/300.0] [batch_t 0.312 (0.328)] [data_t 0.016] [optim_t 0.296] [lr 0.005880] [CE 3.410 (3.388)] [KD 0.000 (0.000)]
2022-10-30 02:12:51,273 - Train: 6.56% [12300/187500] [19.7/300.0] [batch_t 0.347 (0.331)] [data_t 0.016] [optim_t 0.330] [lr 0.005904] [CE 3.341 (3.379)] [KD 0.000 (0.000)]
2022-10-30 02:13:07,669 - Train: 6.59% [12350/187500] [19.8/300.0] [batch_t 0.301 (0.328)] [data_t 0.017] [optim_t 0.283] [lr 0.005928] [CE 3.343 (3.377)] [KD 0.000 (0.000)]
2022-10-30 02:13:24,193 - Train: 6.61% [12400/187500] [19.8/300.0] [batch_t 0.344 (0.330)] [data_t 0.016] [optim_t 0.328] [lr 0.005952] [CE 3.396 (3.386)] [KD 0.000 (0.000)]
2022-10-30 02:13:40,694 - Train: 6.64% [12450/187500] [19.9/300.0] [batch_t 0.387 (0.330)] [data_t 0.016] [optim_t 0.370] [lr 0.005976] [CE 3.372 (3.374)] [KD 0.000 (0.000)]
2022-10-30 02:13:56,454 - Train: 6.67% [12500/187500] [20.0/300.0] [batch_t 0.279 (0.315)] [data_t 0.015] [optim_t 0.265] [lr 0.006000] [CE 3.416 (3.382)] [KD 0.000 (0.000)]
2022-10-30 02:14:06,109 - Test (net): 100.00% [50/50] [batch_t 0.042 (0.185)] [top1_cnt 26491] [top5_cnt 38961] [top_all 50000]
2022-10-30 02:14:06,109 - net: 52.982 (77.922)
2022-10-30 02:14:15,405 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.172)] [top1_cnt 58] [top5_cnt 285] [top_all 50000]
2022-10-30 02:14:15,406 - net_E: 0.116 (0.570)
2022-10-30 02:14:15,699 - Max [top1: 52.982 (epoch: 20)] [top1-ema: 0.116 (epoch: 20)]
2022-10-30 02:14:15,700 - ==> Total time: 1:11:29 Eta: 16:40:54 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:14:36,996 - Train: 6.69% [12550/187500] [20.1/300.0] [batch_t 0.362 (0.375)] [data_t 0.009] [optim_t 0.353] [lr 0.005934] [CE 3.400 (3.347)] [KD 0.000 (0.000)]
2022-10-30 02:14:53,378 - Train: 6.72% [12600/187500] [20.2/300.0] [batch_t 0.383 (0.328)] [data_t 0.017] [optim_t 0.366] [lr 0.005933] [CE 3.340 (3.339)] [KD 0.000 (0.000)]
2022-10-30 02:15:09,860 - Train: 6.75% [12650/187500] [20.2/300.0] [batch_t 0.333 (0.330)] [data_t 0.016] [optim_t 0.317] [lr 0.005933] [CE 3.400 (3.351)] [KD 0.000 (0.000)]
2022-10-30 02:15:26,363 - Train: 6.77% [12700/187500] [20.3/300.0] [batch_t 0.286 (0.330)] [data_t 0.015] [optim_t 0.271] [lr 0.005932] [CE 3.303 (3.360)] [KD 0.000 (0.000)]
2022-10-30 02:15:42,977 - Train: 6.80% [12750/187500] [20.4/300.0] [batch_t 0.371 (0.332)] [data_t 0.009] [optim_t 0.362] [lr 0.005932] [CE 3.382 (3.356)] [KD 0.000 (0.000)]
2022-10-30 02:15:59,458 - Train: 6.83% [12800/187500] [20.5/300.0] [batch_t 0.374 (0.329)] [data_t 0.017] [optim_t 0.357] [lr 0.005931] [CE 3.352 (3.357)] [KD 0.000 (0.000)]
2022-10-30 02:16:15,836 - Train: 6.85% [12850/187500] [20.6/300.0] [batch_t 0.361 (0.327)] [data_t 0.034] [optim_t 0.327] [lr 0.005931] [CE 3.415 (3.353)] [KD 0.000 (0.000)]
2022-10-30 02:16:32,249 - Train: 6.88% [12900/187500] [20.6/300.0] [batch_t 0.296 (0.328)] [data_t 0.016] [optim_t 0.280] [lr 0.005930] [CE 3.344 (3.344)] [KD 0.000 (0.000)]
2022-10-30 02:16:48,665 - Train: 6.91% [12950/187500] [20.7/300.0] [batch_t 0.311 (0.328)] [data_t 0.017] [optim_t 0.294] [lr 0.005930] [CE 3.310 (3.345)] [KD 0.000 (0.000)]
2022-10-30 02:17:05,080 - Train: 6.93% [13000/187500] [20.8/300.0] [batch_t 0.313 (0.328)] [data_t 0.020] [optim_t 0.293] [lr 0.005929] [CE 3.392 (3.350)] [KD 0.000 (0.000)]
2022-10-30 02:17:21,584 - Train: 6.96% [13050/187500] [20.9/300.0] [batch_t 0.341 (0.330)] [data_t 0.045] [optim_t 0.296] [lr 0.005929] [CE 3.311 (3.353)] [KD 0.000 (0.000)]
2022-10-30 02:17:37,884 - Train: 6.99% [13100/187500] [21.0/300.0] [batch_t 0.323 (0.326)] [data_t 0.021] [optim_t 0.301] [lr 0.005928] [CE 3.317 (3.342)] [KD 0.000 (0.000)]
2022-10-30 02:17:45,550 - ==> Total time: 1:14:59 Eta: 16:36:18 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:17:57,755 - Train: 7.01% [13150/187500] [21.0/300.0] [batch_t 0.309 (0.428)] [data_t 0.016] [optim_t 0.293] [lr 0.005927] [CE 3.296 (3.307)] [KD 0.000 (0.000)]
2022-10-30 02:18:14,296 - Train: 7.04% [13200/187500] [21.1/300.0] [batch_t 0.316 (0.331)] [data_t 0.016] [optim_t 0.300] [lr 0.005927] [CE 3.392 (3.316)] [KD 0.000 (0.000)]
2022-10-30 02:18:30,798 - Train: 7.07% [13250/187500] [21.2/300.0] [batch_t 0.410 (0.330)] [data_t 0.018] [optim_t 0.393] [lr 0.005926] [CE 3.274 (3.321)] [KD 0.000 (0.000)]
2022-10-30 02:18:47,030 - Train: 7.09% [13300/187500] [21.3/300.0] [batch_t 0.321 (0.325)] [data_t 0.016] [optim_t 0.305] [lr 0.005926] [CE 3.337 (3.318)] [KD 0.000 (0.000)]
2022-10-30 02:19:03,734 - Train: 7.12% [13350/187500] [21.4/300.0] [batch_t 0.431 (0.334)] [data_t 0.017] [optim_t 0.414] [lr 0.005925] [CE 3.195 (3.314)] [KD 0.000 (0.000)]
2022-10-30 02:19:20,368 - Train: 7.15% [13400/187500] [21.4/300.0] [batch_t 0.290 (0.333)] [data_t 0.016] [optim_t 0.273] [lr 0.005925] [CE 3.318 (3.318)] [KD 0.000 (0.000)]
2022-10-30 02:19:36,731 - Train: 7.17% [13450/187500] [21.5/300.0] [batch_t 0.303 (0.327)] [data_t 0.017] [optim_t 0.286] [lr 0.005924] [CE 3.279 (3.321)] [KD 0.000 (0.000)]
2022-10-30 02:19:52,976 - Train: 7.20% [13500/187500] [21.6/300.0] [batch_t 0.367 (0.325)] [data_t 0.016] [optim_t 0.351] [lr 0.005924] [CE 3.212 (3.321)] [KD 0.000 (0.000)]
2022-10-30 02:20:09,164 - Train: 7.23% [13550/187500] [21.7/300.0] [batch_t 0.329 (0.324)] [data_t 0.018] [optim_t 0.311] [lr 0.005923] [CE 3.364 (3.334)] [KD 0.000 (0.000)]
2022-10-30 02:20:25,457 - Train: 7.25% [13600/187500] [21.8/300.0] [batch_t 0.307 (0.326)] [data_t 0.016] [optim_t 0.290] [lr 0.005922] [CE 3.285 (3.320)] [KD 0.000 (0.000)]
2022-10-30 02:20:41,790 - Train: 7.28% [13650/187500] [21.8/300.0] [batch_t 0.323 (0.327)] [data_t 0.024] [optim_t 0.299] [lr 0.005922] [CE 3.320 (3.334)] [KD 0.000 (0.000)]
2022-10-30 02:20:58,294 - Train: 7.31% [13700/187500] [21.9/300.0] [batch_t 0.316 (0.330)] [data_t 0.009] [optim_t 0.307] [lr 0.005921] [CE 3.339 (3.314)] [KD 0.000 (0.000)]
2022-10-30 02:21:14,332 - Train: 7.33% [13750/187500] [22.0/300.0] [batch_t 0.279 (0.321)] [data_t 0.014] [optim_t 0.264] [lr 0.005921] [CE 3.289 (3.330)] [KD 0.000 (0.000)]
2022-10-30 02:21:14,334 - ==> Total time: 1:18:28 Eta: 16:31:35 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:21:34,803 - Train: 7.36% [13800/187500] [22.1/300.0] [batch_t 0.351 (0.380)] [data_t 0.009] [optim_t 0.341] [lr 0.005920] [CE 3.278 (3.277)] [KD 0.000 (0.000)]
2022-10-30 02:21:51,085 - Train: 7.39% [13850/187500] [22.2/300.0] [batch_t 0.289 (0.326)] [data_t 0.020] [optim_t 0.269] [lr 0.005920] [CE 3.336 (3.289)] [KD 0.000 (0.000)]
2022-10-30 02:22:07,555 - Train: 7.41% [13900/187500] [22.2/300.0] [batch_t 0.323 (0.329)] [data_t 0.017] [optim_t 0.306] [lr 0.005919] [CE 3.320 (3.295)] [KD 0.000 (0.000)]
2022-10-30 02:22:23,942 - Train: 7.44% [13950/187500] [22.3/300.0] [batch_t 0.317 (0.328)] [data_t 0.018] [optim_t 0.299] [lr 0.005918] [CE 3.284 (3.299)] [KD 0.000 (0.000)]
2022-10-30 02:22:40,513 - Train: 7.47% [14000/187500] [22.4/300.0] [batch_t 0.343 (0.331)] [data_t 0.016] [optim_t 0.326] [lr 0.005918] [CE 3.259 (3.303)] [KD 0.000 (0.000)]
2022-10-30 02:22:56,632 - Train: 7.49% [14050/187500] [22.5/300.0] [batch_t 0.319 (0.322)] [data_t 0.019] [optim_t 0.300] [lr 0.005917] [CE 3.295 (3.302)] [KD 0.000 (0.000)]
2022-10-30 02:23:13,081 - Train: 7.52% [14100/187500] [22.6/300.0] [batch_t 0.366 (0.329)] [data_t 0.018] [optim_t 0.348] [lr 0.005917] [CE 3.270 (3.291)] [KD 0.000 (0.000)]
2022-10-30 02:23:29,384 - Train: 7.55% [14150/187500] [22.6/300.0] [batch_t 0.313 (0.326)] [data_t 0.018] [optim_t 0.295] [lr 0.005916] [CE 3.391 (3.298)] [KD 0.000 (0.000)]
2022-10-30 02:23:45,910 - Train: 7.57% [14200/187500] [22.7/300.0] [batch_t 0.350 (0.330)] [data_t 0.018] [optim_t 0.332] [lr 0.005916] [CE 3.277 (3.290)] [KD 0.000 (0.000)]
2022-10-30 02:24:02,374 - Train: 7.60% [14250/187500] [22.8/300.0] [batch_t 0.297 (0.329)] [data_t 0.010] [optim_t 0.287] [lr 0.005915] [CE 3.293 (3.307)] [KD 0.000 (0.000)]
2022-10-30 02:24:18,600 - Train: 7.63% [14300/187500] [22.9/300.0] [batch_t 0.295 (0.324)] [data_t 0.017] [optim_t 0.278] [lr 0.005914] [CE 3.311 (3.302)] [KD 0.000 (0.000)]
2022-10-30 02:24:35,087 - Train: 7.65% [14350/187500] [23.0/300.0] [batch_t 0.313 (0.330)] [data_t 0.017] [optim_t 0.296] [lr 0.005914] [CE 3.263 (3.312)] [KD 0.000 (0.000)]
2022-10-30 02:24:42,775 - ==> Total time: 1:21:56 Eta: 16:26:54 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:24:54,671 - Train: 7.68% [14400/187500] [23.0/300.0] [batch_t 0.303 (0.419)] [data_t 0.018] [optim_t 0.284] [lr 0.005913] [CE 3.231 (3.248)] [KD 0.000 (0.000)]
2022-10-30 02:25:10,902 - Train: 7.71% [14450/187500] [23.1/300.0] [batch_t 0.304 (0.324)] [data_t 0.020] [optim_t 0.285] [lr 0.005913] [CE 3.279 (3.257)] [KD 0.000 (0.000)]
2022-10-30 02:25:26,746 - Train: 7.73% [14500/187500] [23.2/300.0] [batch_t 0.290 (0.317)] [data_t 0.015] [optim_t 0.276] [lr 0.005912] [CE 3.268 (3.289)] [KD 0.000 (0.000)]
2022-10-30 02:25:43,004 - Train: 7.76% [14550/187500] [23.3/300.0] [batch_t 0.332 (0.325)] [data_t 0.009] [optim_t 0.323] [lr 0.005911] [CE 3.181 (3.269)] [KD 0.000 (0.000)]
2022-10-30 02:25:59,430 - Train: 7.79% [14600/187500] [23.4/300.0] [batch_t 0.311 (0.328)] [data_t 0.016] [optim_t 0.295] [lr 0.005911] [CE 3.233 (3.276)] [KD 0.000 (0.000)]
2022-10-30 02:26:15,713 - Train: 7.81% [14650/187500] [23.4/300.0] [batch_t 0.337 (0.325)] [data_t 0.015] [optim_t 0.322] [lr 0.005910] [CE 3.263 (3.277)] [KD 0.000 (0.000)]
2022-10-30 02:26:31,682 - Train: 7.84% [14700/187500] [23.5/300.0] [batch_t 0.299 (0.319)] [data_t 0.025] [optim_t 0.273] [lr 0.005909] [CE 3.261 (3.277)] [KD 0.000 (0.000)]
2022-10-30 02:26:47,762 - Train: 7.87% [14750/187500] [23.6/300.0] [batch_t 0.331 (0.321)] [data_t 0.009] [optim_t 0.322] [lr 0.005909] [CE 3.269 (3.276)] [KD 0.000 (0.000)]
2022-10-30 02:27:04,012 - Train: 7.89% [14800/187500] [23.7/300.0] [batch_t 0.306 (0.325)] [data_t 0.015] [optim_t 0.291] [lr 0.005908] [CE 3.282 (3.284)] [KD 0.000 (0.000)]
2022-10-30 02:27:20,253 - Train: 7.92% [14850/187500] [23.8/300.0] [batch_t 0.360 (0.325)] [data_t 0.016] [optim_t 0.344] [lr 0.005908] [CE 3.239 (3.274)] [KD 0.000 (0.000)]
2022-10-30 02:27:36,505 - Train: 7.95% [14900/187500] [23.8/300.0] [batch_t 0.294 (0.325)] [data_t 0.016] [optim_t 0.278] [lr 0.005907] [CE 3.273 (3.276)] [KD 0.000 (0.000)]
2022-10-30 02:27:52,579 - Train: 7.97% [14950/187500] [23.9/300.0] [batch_t 0.310 (0.321)] [data_t 0.009] [optim_t 0.301] [lr 0.005906] [CE 3.312 (3.277)] [KD 0.000 (0.000)]
2022-10-30 02:28:08,280 - Train: 8.00% [15000/187500] [24.0/300.0] [batch_t 0.279 (0.314)] [data_t 0.014] [optim_t 0.265] [lr 0.005906] [CE 3.267 (3.284)] [KD 0.000 (0.000)]
2022-10-30 02:28:08,283 - ==> Total time: 1:25:22 Eta: 16:21:45 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:28:28,999 - Train: 8.03% [15050/187500] [24.1/300.0] [batch_t 0.341 (0.386)] [data_t 0.016] [optim_t 0.325] [lr 0.005905] [CE 3.275 (3.246)] [KD 0.000 (0.000)]
2022-10-30 02:28:45,524 - Train: 8.05% [15100/187500] [24.2/300.0] [batch_t 0.364 (0.330)] [data_t 0.018] [optim_t 0.346] [lr 0.005905] [CE 3.371 (3.248)] [KD 0.000 (0.000)]
2022-10-30 02:29:01,709 - Train: 8.08% [15150/187500] [24.2/300.0] [batch_t 0.287 (0.324)] [data_t 0.017] [optim_t 0.271] [lr 0.005904] [CE 3.228 (3.251)] [KD 0.000 (0.000)]
2022-10-30 02:29:18,052 - Train: 8.11% [15200/187500] [24.3/300.0] [batch_t 0.317 (0.327)] [data_t 0.014] [optim_t 0.303] [lr 0.005903] [CE 3.253 (3.255)] [KD 0.000 (0.000)]
2022-10-30 02:29:34,730 - Train: 8.13% [15250/187500] [24.4/300.0] [batch_t 0.355 (0.333)] [data_t 0.018] [optim_t 0.337] [lr 0.005903] [CE 3.301 (3.267)] [KD 0.000 (0.000)]
2022-10-30 02:29:50,974 - Train: 8.16% [15300/187500] [24.5/300.0] [batch_t 0.353 (0.325)] [data_t 0.016] [optim_t 0.337] [lr 0.005902] [CE 3.258 (3.277)] [KD 0.000 (0.000)]
2022-10-30 02:30:07,390 - Train: 8.19% [15350/187500] [24.6/300.0] [batch_t 0.304 (0.328)] [data_t 0.017] [optim_t 0.287] [lr 0.005901] [CE 3.223 (3.255)] [KD 0.000 (0.000)]
2022-10-30 02:30:23,651 - Train: 8.21% [15400/187500] [24.6/300.0] [batch_t 0.304 (0.325)] [data_t 0.016] [optim_t 0.288] [lr 0.005901] [CE 3.340 (3.261)] [KD 0.000 (0.000)]
2022-10-30 02:30:40,043 - Train: 8.24% [15450/187500] [24.7/300.0] [batch_t 0.306 (0.328)] [data_t 0.016] [optim_t 0.290] [lr 0.005900] [CE 3.222 (3.261)] [KD 0.000 (0.000)]
2022-10-30 02:30:56,500 - Train: 8.27% [15500/187500] [24.8/300.0] [batch_t 0.318 (0.329)] [data_t 0.019] [optim_t 0.299] [lr 0.005899] [CE 3.234 (3.265)] [KD 0.000 (0.000)]
2022-10-30 02:31:12,907 - Train: 8.29% [15550/187500] [24.9/300.0] [batch_t 0.308 (0.328)] [data_t 0.016] [optim_t 0.292] [lr 0.005899] [CE 3.246 (3.265)] [KD 0.000 (0.000)]
2022-10-30 02:31:29,158 - Train: 8.32% [15600/187500] [25.0/300.0] [batch_t 0.319 (0.325)] [data_t 0.016] [optim_t 0.303] [lr 0.005898] [CE 3.189 (3.246)] [KD 0.000 (0.000)]
2022-10-30 02:31:45,269 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.160)] [top1_cnt 27997] [top5_cnt 40261] [top_all 50000]
2022-10-30 02:31:45,269 - net: 55.994 (80.522)
2022-10-30 02:31:54,105 - Test (net_E): 100.00% [50/50] [batch_t 0.043 (0.164)] [top1_cnt 174] [top5_cnt 665] [top_all 50000]
2022-10-30 02:31:54,105 - net_E: 0.348 (1.330)
2022-10-30 02:31:54,361 - Max [top1: 55.994 (epoch: 25)] [top1-ema: 0.348 (epoch: 25)]
2022-10-30 02:31:54,361 - ==> Total time: 1:29:08 Eta: 16:20:31 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:32:07,287 - Train: 8.35% [15650/187500] [25.0/300.0] [batch_t 0.357 (0.414)] [data_t 0.021] [optim_t 0.336] [lr 0.005897] [CE 3.203 (3.221)] [KD 0.000 (0.000)]
2022-10-30 02:32:23,835 - Train: 8.37% [15700/187500] [25.1/300.0] [batch_t 0.309 (0.331)] [data_t 0.015] [optim_t 0.294] [lr 0.005897] [CE 3.245 (3.220)] [KD 0.000 (0.000)]
2022-10-30 02:32:40,227 - Train: 8.40% [15750/187500] [25.2/300.0] [batch_t 0.304 (0.328)] [data_t 0.016] [optim_t 0.288] [lr 0.005896] [CE 3.200 (3.240)] [KD 0.000 (0.000)]
2022-10-30 02:32:56,480 - Train: 8.43% [15800/187500] [25.3/300.0] [batch_t 0.317 (0.325)] [data_t 0.019] [optim_t 0.298] [lr 0.005896] [CE 3.239 (3.244)] [KD 0.000 (0.000)]
2022-10-30 02:33:12,984 - Train: 8.45% [15850/187500] [25.4/300.0] [batch_t 0.357 (0.330)] [data_t 0.016] [optim_t 0.341] [lr 0.005895] [CE 3.269 (3.243)] [KD 0.000 (0.000)]
2022-10-30 02:33:29,683 - Train: 8.48% [15900/187500] [25.4/300.0] [batch_t 0.337 (0.334)] [data_t 0.016] [optim_t 0.322] [lr 0.005894] [CE 3.247 (3.251)] [KD 0.000 (0.000)]
2022-10-30 02:33:46,000 - Train: 8.51% [15950/187500] [25.5/300.0] [batch_t 0.337 (0.326)] [data_t 0.018] [optim_t 0.319] [lr 0.005894] [CE 3.163 (3.234)] [KD 0.000 (0.000)]
2022-10-30 02:34:02,221 - Train: 8.53% [16000/187500] [25.6/300.0] [batch_t 0.336 (0.324)] [data_t 0.016] [optim_t 0.320] [lr 0.005893] [CE 3.261 (3.237)] [KD 0.000 (0.000)]
2022-10-30 02:34:18,745 - Train: 8.56% [16050/187500] [25.7/300.0] [batch_t 0.313 (0.330)] [data_t 0.018] [optim_t 0.294] [lr 0.005892] [CE 3.260 (3.244)] [KD 0.000 (0.000)]
2022-10-30 02:34:35,095 - Train: 8.59% [16100/187500] [25.8/300.0] [batch_t 0.294 (0.327)] [data_t 0.017] [optim_t 0.277] [lr 0.005892] [CE 3.210 (3.238)] [KD 0.000 (0.000)]
2022-10-30 02:34:51,703 - Train: 8.61% [16150/187500] [25.8/300.0] [batch_t 0.315 (0.332)] [data_t 0.019] [optim_t 0.296] [lr 0.005891] [CE 3.260 (3.246)] [KD 0.000 (0.000)]
2022-10-30 02:35:08,332 - Train: 8.64% [16200/187500] [25.9/300.0] [batch_t 0.435 (0.332)] [data_t 0.016] [optim_t 0.418] [lr 0.005890] [CE 3.283 (3.244)] [KD 0.000 (0.000)]
2022-10-30 02:35:24,636 - Train: 8.67% [16250/187500] [26.0/300.0] [batch_t 0.280 (0.326)] [data_t 0.015] [optim_t 0.265] [lr 0.005890] [CE 3.326 (3.242)] [KD 0.000 (0.000)]
2022-10-30 02:35:24,639 - ==> Total time: 1:32:38 Eta: 16:16:18 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:35:45,275 - Train: 8.69% [16300/187500] [26.1/300.0] [batch_t 0.304 (0.383)] [data_t 0.010] [optim_t 0.294] [lr 0.005889] [CE 3.165 (3.216)] [KD 0.000 (0.000)]
2022-10-30 02:36:01,693 - Train: 8.72% [16350/187500] [26.2/300.0] [batch_t 0.371 (0.328)] [data_t 0.014] [optim_t 0.356] [lr 0.005888] [CE 3.169 (3.206)] [KD 0.000 (0.000)]
2022-10-30 02:36:18,025 - Train: 8.75% [16400/187500] [26.2/300.0] [batch_t 0.298 (0.326)] [data_t 0.015] [optim_t 0.283] [lr 0.005887] [CE 3.227 (3.225)] [KD 0.000 (0.000)]
2022-10-30 02:36:34,466 - Train: 8.77% [16450/187500] [26.3/300.0] [batch_t 0.312 (0.329)] [data_t 0.008] [optim_t 0.304] [lr 0.005887] [CE 3.304 (3.219)] [KD 0.000 (0.000)]
2022-10-30 02:36:50,685 - Train: 8.80% [16500/187500] [26.4/300.0] [batch_t 0.315 (0.324)] [data_t 0.010] [optim_t 0.305] [lr 0.005886] [CE 3.212 (3.225)] [KD 0.000 (0.000)]
2022-10-30 02:37:06,937 - Train: 8.83% [16550/187500] [26.5/300.0] [batch_t 0.311 (0.325)] [data_t 0.040] [optim_t 0.271] [lr 0.005885] [CE 3.223 (3.217)] [KD 0.000 (0.000)]
2022-10-30 02:37:23,426 - Train: 8.85% [16600/187500] [26.6/300.0] [batch_t 0.412 (0.330)] [data_t 0.010] [optim_t 0.402] [lr 0.005885] [CE 3.182 (3.225)] [KD 0.000 (0.000)]
2022-10-30 02:37:39,570 - Train: 8.88% [16650/187500] [26.6/300.0] [batch_t 0.316 (0.323)] [data_t 0.015] [optim_t 0.301] [lr 0.005884] [CE 3.214 (3.231)] [KD 0.000 (0.000)]
2022-10-30 02:37:55,849 - Train: 8.91% [16700/187500] [26.7/300.0] [batch_t 0.331 (0.325)] [data_t 0.010] [optim_t 0.321] [lr 0.005883] [CE 3.220 (3.224)] [KD 0.000 (0.000)]
2022-10-30 02:38:12,140 - Train: 8.93% [16750/187500] [26.8/300.0] [batch_t 0.342 (0.326)] [data_t 0.015] [optim_t 0.328] [lr 0.005883] [CE 3.222 (3.230)] [KD 0.000 (0.000)]
2022-10-30 02:38:28,471 - Train: 8.96% [16800/187500] [26.9/300.0] [batch_t 0.363 (0.326)] [data_t 0.016] [optim_t 0.347] [lr 0.005882] [CE 3.234 (3.225)] [KD 0.000 (0.000)]
2022-10-30 02:38:44,784 - Train: 8.99% [16850/187500] [27.0/300.0] [batch_t 0.309 (0.326)] [data_t 0.014] [optim_t 0.295] [lr 0.005881] [CE 3.293 (3.221)] [KD 0.000 (0.000)]
2022-10-30 02:38:52,609 - ==> Total time: 1:36:06 Eta: 16:11:46 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:39:04,920 - Train: 9.01% [16900/187500] [27.0/300.0] [batch_t 0.337 (0.436)] [data_t 0.053] [optim_t 0.284] [lr 0.005881] [CE 3.184 (3.179)] [KD 0.000 (0.000)]
2022-10-30 02:39:21,289 - Train: 9.04% [16950/187500] [27.1/300.0] [batch_t 0.316 (0.327)] [data_t 0.019] [optim_t 0.297] [lr 0.005880] [CE 3.183 (3.200)] [KD 0.000 (0.000)]
2022-10-30 02:39:37,695 - Train: 9.07% [17000/187500] [27.2/300.0] [batch_t 0.340 (0.328)] [data_t 0.009] [optim_t 0.331] [lr 0.005879] [CE 3.194 (3.208)] [KD 0.000 (0.000)]
2022-10-30 02:39:54,090 - Train: 9.09% [17050/187500] [27.3/300.0] [batch_t 0.352 (0.328)] [data_t 0.015] [optim_t 0.338] [lr 0.005878] [CE 3.172 (3.212)] [KD 0.000 (0.000)]
2022-10-30 02:40:10,261 - Train: 9.12% [17100/187500] [27.4/300.0] [batch_t 0.345 (0.323)] [data_t 0.017] [optim_t 0.328] [lr 0.005878] [CE 3.187 (3.215)] [KD 0.000 (0.000)]
2022-10-30 02:40:26,588 - Train: 9.15% [17150/187500] [27.4/300.0] [batch_t 0.328 (0.326)] [data_t 0.020] [optim_t 0.308] [lr 0.005877] [CE 3.137 (3.202)] [KD 0.000 (0.000)]
2022-10-30 02:40:43,199 - Train: 9.17% [17200/187500] [27.5/300.0] [batch_t 0.365 (0.332)] [data_t 0.018] [optim_t 0.347] [lr 0.005876] [CE 3.184 (3.217)] [KD 0.000 (0.000)]
2022-10-30 02:40:59,614 - Train: 9.20% [17250/187500] [27.6/300.0] [batch_t 0.350 (0.328)] [data_t 0.019] [optim_t 0.330] [lr 0.005876] [CE 3.151 (3.210)] [KD 0.000 (0.000)]
2022-10-30 02:41:15,981 - Train: 9.23% [17300/187500] [27.7/300.0] [batch_t 0.327 (0.327)] [data_t 0.017] [optim_t 0.310] [lr 0.005875] [CE 3.187 (3.218)] [KD 0.000 (0.000)]
2022-10-30 02:41:32,654 - Train: 9.25% [17350/187500] [27.8/300.0] [batch_t 0.352 (0.333)] [data_t 0.017] [optim_t 0.335] [lr 0.005874] [CE 3.238 (3.222)] [KD 0.000 (0.000)]
2022-10-30 02:41:48,987 - Train: 9.28% [17400/187500] [27.8/300.0] [batch_t 0.305 (0.327)] [data_t 0.015] [optim_t 0.290] [lr 0.005873] [CE 3.231 (3.216)] [KD 0.000 (0.000)]
2022-10-30 02:42:05,751 - Train: 9.31% [17450/187500] [27.9/300.0] [batch_t 0.306 (0.335)] [data_t 0.016] [optim_t 0.291] [lr 0.005873] [CE 3.215 (3.214)] [KD 0.000 (0.000)]
2022-10-30 02:42:21,931 - Train: 9.33% [17500/187500] [28.0/300.0] [batch_t 0.277 (0.323)] [data_t 0.012] [optim_t 0.265] [lr 0.005872] [CE 3.218 (3.212)] [KD 0.000 (0.000)]
2022-10-30 02:42:21,934 - ==> Total time: 1:39:35 Eta: 16:07:31 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:42:42,016 - Train: 9.36% [17550/187500] [28.1/300.0] [batch_t 0.309 (0.372)] [data_t 0.016] [optim_t 0.293] [lr 0.005871] [CE 3.159 (3.176)] [KD 0.000 (0.000)]
2022-10-30 02:42:58,039 - Train: 9.39% [17600/187500] [28.2/300.0] [batch_t 0.325 (0.320)] [data_t 0.016] [optim_t 0.309] [lr 0.005871] [CE 3.226 (3.189)] [KD 0.000 (0.000)]
2022-10-30 02:43:14,298 - Train: 9.41% [17650/187500] [28.2/300.0] [batch_t 0.304 (0.325)] [data_t 0.016] [optim_t 0.288] [lr 0.005870] [CE 3.235 (3.197)] [KD 0.000 (0.000)]
2022-10-30 02:43:30,549 - Train: 9.44% [17700/187500] [28.3/300.0] [batch_t 0.318 (0.325)] [data_t 0.016] [optim_t 0.302] [lr 0.005869] [CE 3.268 (3.194)] [KD 0.000 (0.000)]
2022-10-30 02:43:46,896 - Train: 9.47% [17750/187500] [28.4/300.0] [batch_t 0.322 (0.327)] [data_t 0.018] [optim_t 0.304] [lr 0.005868] [CE 3.227 (3.189)] [KD 0.000 (0.000)]
2022-10-30 02:44:03,234 - Train: 9.49% [17800/187500] [28.5/300.0] [batch_t 0.340 (0.327)] [data_t 0.018] [optim_t 0.322] [lr 0.005868] [CE 3.200 (3.202)] [KD 0.000 (0.000)]
2022-10-30 02:44:19,548 - Train: 9.52% [17850/187500] [28.6/300.0] [batch_t 0.326 (0.326)] [data_t 0.015] [optim_t 0.311] [lr 0.005867] [CE 3.235 (3.198)] [KD 0.000 (0.000)]
2022-10-30 02:44:35,862 - Train: 9.55% [17900/187500] [28.6/300.0] [batch_t 0.309 (0.326)] [data_t 0.014] [optim_t 0.294] [lr 0.005866] [CE 3.185 (3.202)] [KD 0.000 (0.000)]
2022-10-30 02:44:52,101 - Train: 9.57% [17950/187500] [28.7/300.0] [batch_t 0.316 (0.325)] [data_t 0.013] [optim_t 0.303] [lr 0.005865] [CE 3.220 (3.192)] [KD 0.000 (0.000)]
2022-10-30 02:45:08,506 - Train: 9.60% [18000/187500] [28.8/300.0] [batch_t 0.318 (0.328)] [data_t 0.016] [optim_t 0.301] [lr 0.005865] [CE 3.245 (3.212)] [KD 0.000 (0.000)]
2022-10-30 02:45:24,616 - Train: 9.63% [18050/187500] [28.9/300.0] [batch_t 0.308 (0.322)] [data_t 0.027] [optim_t 0.281] [lr 0.005864] [CE 3.125 (3.197)] [KD 0.000 (0.000)]
2022-10-30 02:45:40,949 - Train: 9.65% [18100/187500] [29.0/300.0] [batch_t 0.300 (0.326)] [data_t 0.013] [optim_t 0.287] [lr 0.005863] [CE 3.199 (3.197)] [KD 0.000 (0.000)]
2022-10-30 02:45:48,607 - ==> Total time: 1:43:02 Eta: 16:02:54 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:46:01,015 - Train: 9.68% [18150/187500] [29.0/300.0] [batch_t 0.390 (0.442)] [data_t 0.045] [optim_t 0.345] [lr 0.005862] [CE 3.139 (3.172)] [KD 0.000 (0.000)]
2022-10-30 02:46:17,323 - Train: 9.71% [18200/187500] [29.1/300.0] [batch_t 0.314 (0.326)] [data_t 0.016] [optim_t 0.297] [lr 0.005862] [CE 3.136 (3.178)] [KD 0.000 (0.000)]
2022-10-30 02:46:33,576 - Train: 9.73% [18250/187500] [29.2/300.0] [batch_t 0.292 (0.325)] [data_t 0.017] [optim_t 0.275] [lr 0.005861] [CE 3.169 (3.180)] [KD 0.000 (0.000)]
2022-10-30 02:46:50,042 - Train: 9.76% [18300/187500] [29.3/300.0] [batch_t 0.316 (0.329)] [data_t 0.018] [optim_t 0.298] [lr 0.005860] [CE 3.138 (3.171)] [KD 0.000 (0.000)]
2022-10-30 02:47:06,362 - Train: 9.79% [18350/187500] [29.4/300.0] [batch_t 0.336 (0.326)] [data_t 0.017] [optim_t 0.319] [lr 0.005859] [CE 3.141 (3.187)] [KD 0.000 (0.000)]
2022-10-30 02:47:22,870 - Train: 9.81% [18400/187500] [29.4/300.0] [batch_t 0.332 (0.330)] [data_t 0.015] [optim_t 0.317] [lr 0.005859] [CE 3.090 (3.193)] [KD 0.000 (0.000)]
2022-10-30 02:47:39,393 - Train: 9.84% [18450/187500] [29.5/300.0] [batch_t 0.401 (0.330)] [data_t 0.016] [optim_t 0.386] [lr 0.005858] [CE 3.196 (3.193)] [KD 0.000 (0.000)]
2022-10-30 02:47:55,546 - Train: 9.87% [18500/187500] [29.6/300.0] [batch_t 0.324 (0.323)] [data_t 0.016] [optim_t 0.308] [lr 0.005857] [CE 3.150 (3.191)] [KD 0.000 (0.000)]
2022-10-30 02:48:11,912 - Train: 9.89% [18550/187500] [29.7/300.0] [batch_t 0.307 (0.327)] [data_t 0.017] [optim_t 0.290] [lr 0.005856] [CE 3.194 (3.190)] [KD 0.000 (0.000)]
2022-10-30 02:48:28,265 - Train: 9.92% [18600/187500] [29.8/300.0] [batch_t 0.330 (0.327)] [data_t 0.018] [optim_t 0.312] [lr 0.005856] [CE 3.184 (3.191)] [KD 0.000 (0.000)]
2022-10-30 02:48:45,045 - Train: 9.95% [18650/187500] [29.8/300.0] [batch_t 0.326 (0.335)] [data_t 0.017] [optim_t 0.309] [lr 0.005855] [CE 3.112 (3.200)] [KD 0.000 (0.000)]
2022-10-30 02:49:01,411 - Train: 9.97% [18700/187500] [29.9/300.0] [batch_t 0.313 (0.327)] [data_t 0.017] [optim_t 0.296] [lr 0.005854] [CE 3.171 (3.201)] [KD 0.000 (0.000)]
2022-10-30 02:49:17,280 - Train: 10.00% [18750/187500] [30.0/300.0] [batch_t 0.280 (0.317)] [data_t 0.015] [optim_t 0.265] [lr 0.005853] [CE 3.219 (3.186)] [KD 0.000 (0.000)]
2022-10-30 02:49:27,894 - Test (net): 100.00% [50/50] [batch_t 0.633 (0.203)] [top1_cnt 28377] [top5_cnt 40485] [top_all 50000]
2022-10-30 02:49:27,894 - net: 56.754 (80.970)
2022-10-30 02:49:37,747 - Test (net_E): 100.00% [50/50] [batch_t 0.521 (0.181)] [top1_cnt 4780] [top5_cnt 11017] [top_all 50000]
2022-10-30 02:49:37,747 - net_E: 9.560 (22.034)
2022-10-30 02:49:38,038 - Max [top1: 56.754 (epoch: 30)] [top1-ema: 9.560 (epoch: 30)]
2022-10-30 02:49:38,038 - ==> Total time: 1:46:51 Eta: 16:01:47 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:49:59,918 - Train: 10.03% [18800/187500] [30.1/300.0] [batch_t 0.327 (0.390)] [data_t 0.017] [optim_t 0.310] [lr 0.005852] [CE 3.121 (3.160)] [KD 0.000 (0.000)]
2022-10-30 02:50:16,537 - Train: 10.05% [18850/187500] [30.2/300.0] [batch_t 0.322 (0.332)] [data_t 0.018] [optim_t 0.304] [lr 0.005852] [CE 3.157 (3.162)] [KD 0.000 (0.000)]
2022-10-30 02:50:32,918 - Train: 10.08% [18900/187500] [30.2/300.0] [batch_t 0.309 (0.327)] [data_t 0.020] [optim_t 0.289] [lr 0.005851] [CE 3.198 (3.179)] [KD 0.000 (0.000)]
2022-10-30 02:50:49,484 - Train: 10.11% [18950/187500] [30.3/300.0] [batch_t 0.333 (0.331)] [data_t 0.022] [optim_t 0.311] [lr 0.005850] [CE 3.181 (3.176)] [KD 0.000 (0.000)]
2022-10-30 02:51:06,059 - Train: 10.13% [19000/187500] [30.4/300.0] [batch_t 0.305 (0.331)] [data_t 0.017] [optim_t 0.288] [lr 0.005849] [CE 3.164 (3.175)] [KD 0.000 (0.000)]
2022-10-30 02:51:22,648 - Train: 10.16% [19050/187500] [30.5/300.0] [batch_t 0.337 (0.332)] [data_t 0.019] [optim_t 0.318] [lr 0.005849] [CE 3.154 (3.184)] [KD 0.000 (0.000)]
2022-10-30 02:51:39,016 - Train: 10.19% [19100/187500] [30.6/300.0] [batch_t 0.335 (0.327)] [data_t 0.020] [optim_t 0.315] [lr 0.005848] [CE 3.085 (3.169)] [KD 0.000 (0.000)]
2022-10-30 02:51:55,683 - Train: 10.21% [19150/187500] [30.6/300.0] [batch_t 0.359 (0.333)] [data_t 0.051] [optim_t 0.307] [lr 0.005847] [CE 3.141 (3.173)] [KD 0.000 (0.000)]
2022-10-30 02:52:12,270 - Train: 10.24% [19200/187500] [30.7/300.0] [batch_t 0.362 (0.332)] [data_t 0.018] [optim_t 0.344] [lr 0.005846] [CE 3.142 (3.182)] [KD 0.000 (0.000)]
2022-10-30 02:52:28,603 - Train: 10.27% [19250/187500] [30.8/300.0] [batch_t 0.335 (0.327)] [data_t 0.018] [optim_t 0.317] [lr 0.005845] [CE 3.160 (3.173)] [KD 0.000 (0.000)]
2022-10-30 02:52:45,076 - Train: 10.29% [19300/187500] [30.9/300.0] [batch_t 0.289 (0.329)] [data_t 0.017] [optim_t 0.272] [lr 0.005845] [CE 3.183 (3.188)] [KD 0.000 (0.000)]
2022-10-30 02:53:01,549 - Train: 10.32% [19350/187500] [31.0/300.0] [batch_t 0.291 (0.329)] [data_t 0.018] [optim_t 0.273] [lr 0.005844] [CE 3.200 (3.183)] [KD 0.000 (0.000)]
2022-10-30 02:53:09,309 - ==> Total time: 1:50:23 Eta: 15:57:52 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:53:22,396 - Train: 10.35% [19400/187500] [31.0/300.0] [batch_t 0.371 (0.462)] [data_t 0.016] [optim_t 0.355] [lr 0.005843] [CE 3.096 (3.145)] [KD 0.000 (0.000)]
2022-10-30 02:53:38,972 - Train: 10.37% [19450/187500] [31.1/300.0] [batch_t 0.320 (0.331)] [data_t 0.017] [optim_t 0.303] [lr 0.005842] [CE 3.087 (3.151)] [KD 0.000 (0.000)]
2022-10-30 02:53:55,623 - Train: 10.40% [19500/187500] [31.2/300.0] [batch_t 0.373 (0.333)] [data_t 0.018] [optim_t 0.355] [lr 0.005841] [CE 3.140 (3.159)] [KD 0.000 (0.000)]
2022-10-30 02:54:12,175 - Train: 10.43% [19550/187500] [31.3/300.0] [batch_t 0.307 (0.331)] [data_t 0.021] [optim_t 0.287] [lr 0.005841] [CE 3.147 (3.171)] [KD 0.000 (0.000)]
2022-10-30 02:54:28,802 - Train: 10.45% [19600/187500] [31.4/300.0] [batch_t 0.394 (0.332)] [data_t 0.017] [optim_t 0.378] [lr 0.005840] [CE 3.221 (3.165)] [KD 0.000 (0.000)]
2022-10-30 02:54:45,159 - Train: 10.48% [19650/187500] [31.4/300.0] [batch_t 0.311 (0.327)] [data_t 0.019] [optim_t 0.291] [lr 0.005839] [CE 3.178 (3.170)] [KD 0.000 (0.000)]
2022-10-30 02:55:01,724 - Train: 10.51% [19700/187500] [31.5/300.0] [batch_t 0.313 (0.331)] [data_t 0.016] [optim_t 0.297] [lr 0.005838] [CE 3.232 (3.172)] [KD 0.000 (0.000)]
2022-10-30 02:55:18,099 - Train: 10.53% [19750/187500] [31.6/300.0] [batch_t 0.309 (0.327)] [data_t 0.016] [optim_t 0.292] [lr 0.005837] [CE 3.176 (3.178)] [KD 0.000 (0.000)]
2022-10-30 02:55:34,410 - Train: 10.56% [19800/187500] [31.7/300.0] [batch_t 0.298 (0.326)] [data_t 0.017] [optim_t 0.280] [lr 0.005836] [CE 3.177 (3.173)] [KD 0.000 (0.000)]
2022-10-30 02:55:50,647 - Train: 10.59% [19850/187500] [31.8/300.0] [batch_t 0.310 (0.325)] [data_t 0.016] [optim_t 0.294] [lr 0.005836] [CE 3.054 (3.164)] [KD 0.000 (0.000)]
2022-10-30 02:56:06,978 - Train: 10.61% [19900/187500] [31.8/300.0] [batch_t 0.319 (0.326)] [data_t 0.017] [optim_t 0.303] [lr 0.005835] [CE 3.249 (3.180)] [KD 0.000 (0.000)]
2022-10-30 02:56:23,519 - Train: 10.64% [19950/187500] [31.9/300.0] [batch_t 0.377 (0.331)] [data_t 0.019] [optim_t 0.358] [lr 0.005834] [CE 3.186 (3.176)] [KD 0.000 (0.000)]
2022-10-30 02:56:39,422 - Train: 10.67% [20000/187500] [32.0/300.0] [batch_t 0.280 (0.318)] [data_t 0.015] [optim_t 0.265] [lr 0.005833] [CE 3.135 (3.169)] [KD 0.000 (0.000)]
2022-10-30 02:56:39,425 - ==> Total time: 1:53:53 Eta: 15:53:49 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 02:56:59,916 - Train: 10.69% [20050/187500] [32.1/300.0] [batch_t 0.285 (0.380)] [data_t 0.015] [optim_t 0.270] [lr 0.005832] [CE 3.177 (3.131)] [KD 0.000 (0.000)]
2022-10-30 02:57:16,379 - Train: 10.72% [20100/187500] [32.2/300.0] [batch_t 0.333 (0.329)] [data_t 0.031] [optim_t 0.302] [lr 0.005832] [CE 3.093 (3.153)] [KD 0.000 (0.000)]
2022-10-30 02:57:32,941 - Train: 10.75% [20150/187500] [32.2/300.0] [batch_t 0.346 (0.331)] [data_t 0.017] [optim_t 0.330] [lr 0.005831] [CE 3.175 (3.148)] [KD 0.000 (0.000)]
2022-10-30 02:57:49,136 - Train: 10.77% [20200/187500] [32.3/300.0] [batch_t 0.319 (0.324)] [data_t 0.019] [optim_t 0.301] [lr 0.005830] [CE 3.227 (3.163)] [KD 0.000 (0.000)]
2022-10-30 02:58:05,803 - Train: 10.80% [20250/187500] [32.4/300.0] [batch_t 0.327 (0.333)] [data_t 0.020] [optim_t 0.307] [lr 0.005829] [CE 3.207 (3.153)] [KD 0.000 (0.000)]
2022-10-30 02:58:22,399 - Train: 10.83% [20300/187500] [32.5/300.0] [batch_t 0.358 (0.332)] [data_t 0.016] [optim_t 0.342] [lr 0.005828] [CE 3.119 (3.159)] [KD 0.000 (0.000)]
2022-10-30 02:58:38,787 - Train: 10.85% [20350/187500] [32.6/300.0] [batch_t 0.366 (0.328)] [data_t 0.009] [optim_t 0.357] [lr 0.005827] [CE 3.132 (3.157)] [KD 0.000 (0.000)]
2022-10-30 02:58:55,086 - Train: 10.88% [20400/187500] [32.6/300.0] [batch_t 0.324 (0.326)] [data_t 0.016] [optim_t 0.307] [lr 0.005826] [CE 3.180 (3.162)] [KD 0.000 (0.000)]
2022-10-30 02:59:11,529 - Train: 10.91% [20450/187500] [32.7/300.0] [batch_t 0.344 (0.329)] [data_t 0.017] [optim_t 0.328] [lr 0.005826] [CE 3.186 (3.163)] [KD 0.000 (0.000)]
2022-10-30 02:59:28,083 - Train: 10.93% [20500/187500] [32.8/300.0] [batch_t 0.424 (0.331)] [data_t 0.015] [optim_t 0.409] [lr 0.005825] [CE 3.208 (3.158)] [KD 0.000 (0.000)]
2022-10-30 02:59:44,586 - Train: 10.96% [20550/187500] [32.9/300.0] [batch_t 0.308 (0.330)] [data_t 0.018] [optim_t 0.290] [lr 0.005824] [CE 3.213 (3.173)] [KD 0.000 (0.000)]
2022-10-30 03:00:01,141 - Train: 10.99% [20600/187500] [33.0/300.0] [batch_t 0.314 (0.331)] [data_t 0.014] [optim_t 0.300] [lr 0.005823] [CE 3.080 (3.165)] [KD 0.000 (0.000)]
2022-10-30 03:00:08,827 - ==> Total time: 1:57:22 Eta: 15:49:42 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:00:20,997 - Train: 11.01% [20650/187500] [33.0/300.0] [batch_t 0.317 (0.430)] [data_t 0.016] [optim_t 0.301] [lr 0.005822] [CE 3.085 (3.138)] [KD 0.000 (0.000)]
2022-10-30 03:00:37,148 - Train: 11.04% [20700/187500] [33.1/300.0] [batch_t 0.328 (0.323)] [data_t 0.017] [optim_t 0.312] [lr 0.005821] [CE 3.124 (3.139)] [KD 0.000 (0.000)]
2022-10-30 03:00:53,600 - Train: 11.07% [20750/187500] [33.2/300.0] [batch_t 0.373 (0.329)] [data_t 0.015] [optim_t 0.358] [lr 0.005821] [CE 3.128 (3.148)] [KD 0.000 (0.000)]
2022-10-30 03:01:09,784 - Train: 11.09% [20800/187500] [33.3/300.0] [batch_t 0.371 (0.324)] [data_t 0.017] [optim_t 0.354] [lr 0.005820] [CE 3.148 (3.153)] [KD 0.000 (0.000)]
2022-10-30 03:01:26,319 - Train: 11.12% [20850/187500] [33.4/300.0] [batch_t 0.383 (0.331)] [data_t 0.016] [optim_t 0.367] [lr 0.005819] [CE 3.134 (3.150)] [KD 0.000 (0.000)]
2022-10-30 03:01:42,735 - Train: 11.15% [20900/187500] [33.4/300.0] [batch_t 0.287 (0.328)] [data_t 0.017] [optim_t 0.271] [lr 0.005818] [CE 3.091 (3.160)] [KD 0.000 (0.000)]
2022-10-30 03:01:59,097 - Train: 11.17% [20950/187500] [33.5/300.0] [batch_t 0.324 (0.327)] [data_t 0.016] [optim_t 0.309] [lr 0.005817] [CE 3.193 (3.154)] [KD 0.000 (0.000)]
2022-10-30 03:02:15,517 - Train: 11.20% [21000/187500] [33.6/300.0] [batch_t 0.319 (0.328)] [data_t 0.017] [optim_t 0.302] [lr 0.005816] [CE 3.139 (3.152)] [KD 0.000 (0.000)]
2022-10-30 03:02:31,910 - Train: 11.23% [21050/187500] [33.7/300.0] [batch_t 0.340 (0.328)] [data_t 0.016] [optim_t 0.324] [lr 0.005815] [CE 3.193 (3.153)] [KD 0.000 (0.000)]
2022-10-30 03:02:48,231 - Train: 11.25% [21100/187500] [33.8/300.0] [batch_t 0.294 (0.326)] [data_t 0.017] [optim_t 0.277] [lr 0.005815] [CE 3.209 (3.152)] [KD 0.000 (0.000)]
2022-10-30 03:03:04,458 - Train: 11.28% [21150/187500] [33.8/300.0] [batch_t 0.355 (0.324)] [data_t 0.016] [optim_t 0.339] [lr 0.005814] [CE 3.143 (3.152)] [KD 0.000 (0.000)]
2022-10-30 03:03:20,686 - Train: 11.31% [21200/187500] [33.9/300.0] [batch_t 0.367 (0.324)] [data_t 0.017] [optim_t 0.349] [lr 0.005813] [CE 3.150 (3.153)] [KD 0.000 (0.000)]
2022-10-30 03:03:36,456 - Train: 11.33% [21250/187500] [34.0/300.0] [batch_t 0.279 (0.315)] [data_t 0.015] [optim_t 0.264] [lr 0.005812] [CE 3.179 (3.158)] [KD 0.000 (0.000)]
2022-10-30 03:03:36,458 - ==> Total time: 2:00:50 Eta: 15:45:23 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:03:56,606 - Train: 11.36% [21300/187500] [34.1/300.0] [batch_t 0.309 (0.376)] [data_t 0.016] [optim_t 0.293] [lr 0.005811] [CE 3.087 (3.112)] [KD 0.000 (0.000)]
2022-10-30 03:04:13,018 - Train: 11.39% [21350/187500] [34.2/300.0] [batch_t 0.326 (0.328)] [data_t 0.020] [optim_t 0.306] [lr 0.005810] [CE 3.119 (3.130)] [KD 0.000 (0.000)]
2022-10-30 03:04:29,496 - Train: 11.41% [21400/187500] [34.2/300.0] [batch_t 0.330 (0.329)] [data_t 0.018] [optim_t 0.311] [lr 0.005809] [CE 3.208 (3.144)] [KD 0.000 (0.000)]
2022-10-30 03:04:45,797 - Train: 11.44% [21450/187500] [34.3/300.0] [batch_t 0.325 (0.326)] [data_t 0.017] [optim_t 0.308] [lr 0.005808] [CE 3.099 (3.139)] [KD 0.000 (0.000)]
2022-10-30 03:05:02,496 - Train: 11.47% [21500/187500] [34.4/300.0] [batch_t 0.321 (0.334)] [data_t 0.016] [optim_t 0.305] [lr 0.005807] [CE 3.151 (3.138)] [KD 0.000 (0.000)]
2022-10-30 03:05:18,963 - Train: 11.49% [21550/187500] [34.5/300.0] [batch_t 0.346 (0.329)] [data_t 0.017] [optim_t 0.330] [lr 0.005807] [CE 3.136 (3.151)] [KD 0.000 (0.000)]
2022-10-30 03:05:35,510 - Train: 11.52% [21600/187500] [34.6/300.0] [batch_t 0.352 (0.331)] [data_t 0.019] [optim_t 0.333] [lr 0.005806] [CE 3.092 (3.151)] [KD 0.000 (0.000)]
2022-10-30 03:05:51,966 - Train: 11.55% [21650/187500] [34.6/300.0] [batch_t 0.364 (0.329)] [data_t 0.017] [optim_t 0.347] [lr 0.005805] [CE 3.111 (3.146)] [KD 0.000 (0.000)]
2022-10-30 03:06:08,439 - Train: 11.57% [21700/187500] [34.7/300.0] [batch_t 0.295 (0.329)] [data_t 0.016] [optim_t 0.278] [lr 0.005804] [CE 3.074 (3.141)] [KD 0.000 (0.000)]
2022-10-30 03:06:24,785 - Train: 11.60% [21750/187500] [34.8/300.0] [batch_t 0.289 (0.327)] [data_t 0.019] [optim_t 0.270] [lr 0.005803] [CE 3.191 (3.143)] [KD 0.000 (0.000)]
2022-10-30 03:06:41,365 - Train: 11.63% [21800/187500] [34.9/300.0] [batch_t 0.354 (0.331)] [data_t 0.016] [optim_t 0.338] [lr 0.005802] [CE 3.190 (3.143)] [KD 0.000 (0.000)]
2022-10-30 03:06:57,722 - Train: 11.65% [21850/187500] [35.0/300.0] [batch_t 0.307 (0.327)] [data_t 0.014] [optim_t 0.293] [lr 0.005801] [CE 3.175 (3.148)] [KD 0.000 (0.000)]
2022-10-30 03:07:14,237 - Test (net): 100.00% [50/50] [batch_t 0.043 (0.168)] [top1_cnt 29586] [top5_cnt 41370] [top_all 50000]
2022-10-30 03:07:14,237 - net: 59.172 (82.740)
2022-10-30 03:07:24,328 - Test (net_E): 100.00% [50/50] [batch_t 0.044 (0.188)] [top1_cnt 21243] [top5_cnt 33821] [top_all 50000]
2022-10-30 03:07:24,329 - net_E: 42.486 (67.642)
2022-10-30 03:07:24,661 - Max [top1: 59.172 (epoch: 35)] [top1-ema: 42.486 (epoch: 35)]
2022-10-30 03:07:24,661 - ==> Total time: 2:04:38 Eta: 15:43:43 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:07:37,458 - Train: 11.68% [21900/187500] [35.0/300.0] [batch_t 0.339 (0.425)] [data_t 0.017] [optim_t 0.321] [lr 0.005800] [CE 3.177 (3.105)] [KD 0.000 (0.000)]
2022-10-30 03:07:53,814 - Train: 11.71% [21950/187500] [35.1/300.0] [batch_t 0.305 (0.327)] [data_t 0.018] [optim_t 0.287] [lr 0.005799] [CE 3.110 (3.117)] [KD 0.000 (0.000)]
2022-10-30 03:08:10,193 - Train: 11.73% [22000/187500] [35.2/300.0] [batch_t 0.325 (0.327)] [data_t 0.016] [optim_t 0.308] [lr 0.005799] [CE 3.117 (3.132)] [KD 0.000 (0.000)]
2022-10-30 03:08:26,656 - Train: 11.76% [22050/187500] [35.3/300.0] [batch_t 0.336 (0.329)] [data_t 0.018] [optim_t 0.319] [lr 0.005798] [CE 3.178 (3.126)] [KD 0.000 (0.000)]
2022-10-30 03:08:42,957 - Train: 11.79% [22100/187500] [35.4/300.0] [batch_t 0.368 (0.326)] [data_t 0.017] [optim_t 0.351] [lr 0.005797] [CE 3.191 (3.139)] [KD 0.000 (0.000)]
2022-10-30 03:08:59,556 - Train: 11.81% [22150/187500] [35.4/300.0] [batch_t 0.337 (0.332)] [data_t 0.017] [optim_t 0.319] [lr 0.005796] [CE 3.165 (3.141)] [KD 0.000 (0.000)]
2022-10-30 03:09:16,029 - Train: 11.84% [22200/187500] [35.5/300.0] [batch_t 0.353 (0.329)] [data_t 0.037] [optim_t 0.316] [lr 0.005795] [CE 3.120 (3.152)] [KD 0.000 (0.000)]
2022-10-30 03:09:32,518 - Train: 11.87% [22250/187500] [35.6/300.0] [batch_t 0.412 (0.330)] [data_t 0.010] [optim_t 0.402] [lr 0.005794] [CE 3.166 (3.127)] [KD 0.000 (0.000)]
2022-10-30 03:09:49,091 - Train: 11.89% [22300/187500] [35.7/300.0] [batch_t 0.348 (0.331)] [data_t 0.011] [optim_t 0.337] [lr 0.005793] [CE 3.120 (3.144)] [KD 0.000 (0.000)]
2022-10-30 03:10:05,481 - Train: 11.92% [22350/187500] [35.8/300.0] [batch_t 0.311 (0.328)] [data_t 0.015] [optim_t 0.296] [lr 0.005792] [CE 3.154 (3.157)] [KD 0.000 (0.000)]
2022-10-30 03:10:21,727 - Train: 11.95% [22400/187500] [35.8/300.0] [batch_t 0.309 (0.325)] [data_t 0.015] [optim_t 0.293] [lr 0.005791] [CE 3.104 (3.140)] [KD 0.000 (0.000)]
2022-10-30 03:10:38,200 - Train: 11.97% [22450/187500] [35.9/300.0] [batch_t 0.318 (0.329)] [data_t 0.015] [optim_t 0.303] [lr 0.005790] [CE 3.123 (3.154)] [KD 0.000 (0.000)]
2022-10-30 03:10:54,066 - Train: 12.00% [22500/187500] [36.0/300.0] [batch_t 0.279 (0.317)] [data_t 0.014] [optim_t 0.265] [lr 0.005789] [CE 3.148 (3.150)] [KD 0.000 (0.000)]
2022-10-30 03:10:54,069 - ==> Total time: 2:08:07 Eta: 15:39:38 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:11:13,973 - Train: 12.03% [22550/187500] [36.1/300.0] [batch_t 0.312 (0.371)] [data_t 0.019] [optim_t 0.293] [lr 0.005788] [CE 3.077 (3.113)] [KD 0.000 (0.000)]
2022-10-30 03:11:30,259 - Train: 12.05% [22600/187500] [36.2/300.0] [batch_t 0.376 (0.326)] [data_t 0.024] [optim_t 0.352] [lr 0.005788] [CE 3.082 (3.114)] [KD 0.000 (0.000)]
2022-10-30 03:11:46,508 - Train: 12.08% [22650/187500] [36.2/300.0] [batch_t 0.308 (0.325)] [data_t 0.015] [optim_t 0.293] [lr 0.005787] [CE 3.144 (3.129)] [KD 0.000 (0.000)]
2022-10-30 03:12:02,837 - Train: 12.11% [22700/187500] [36.3/300.0] [batch_t 0.302 (0.326)] [data_t 0.016] [optim_t 0.286] [lr 0.005786] [CE 3.172 (3.137)] [KD 0.000 (0.000)]
2022-10-30 03:12:19,326 - Train: 12.13% [22750/187500] [36.4/300.0] [batch_t 0.288 (0.330)] [data_t 0.016] [optim_t 0.272] [lr 0.005785] [CE 3.060 (3.132)] [KD 0.000 (0.000)]
2022-10-30 03:12:35,718 - Train: 12.16% [22800/187500] [36.5/300.0] [batch_t 0.346 (0.328)] [data_t 0.015] [optim_t 0.331] [lr 0.005784] [CE 3.136 (3.145)] [KD 0.000 (0.000)]
2022-10-30 03:12:52,113 - Train: 12.19% [22850/187500] [36.6/300.0] [batch_t 0.355 (0.328)] [data_t 0.015] [optim_t 0.340] [lr 0.005783] [CE 3.103 (3.134)] [KD 0.000 (0.000)]
2022-10-30 03:13:08,631 - Train: 12.21% [22900/187500] [36.6/300.0] [batch_t 0.345 (0.330)] [data_t 0.017] [optim_t 0.328] [lr 0.005782] [CE 3.217 (3.143)] [KD 0.000 (0.000)]
2022-10-30 03:13:24,992 - Train: 12.24% [22950/187500] [36.7/300.0] [batch_t 0.328 (0.327)] [data_t 0.016] [optim_t 0.311] [lr 0.005781] [CE 3.110 (3.144)] [KD 0.000 (0.000)]
2022-10-30 03:13:41,082 - Train: 12.27% [23000/187500] [36.8/300.0] [batch_t 0.339 (0.322)] [data_t 0.039] [optim_t 0.301] [lr 0.005780] [CE 3.140 (3.146)] [KD 0.000 (0.000)]
2022-10-30 03:13:57,219 - Train: 12.29% [23050/187500] [36.9/300.0] [batch_t 0.289 (0.323)] [data_t 0.017] [optim_t 0.272] [lr 0.005779] [CE 3.169 (3.139)] [KD 0.000 (0.000)]
2022-10-30 03:14:13,436 - Train: 12.32% [23100/187500] [37.0/300.0] [batch_t 0.331 (0.324)] [data_t 0.016] [optim_t 0.315] [lr 0.005778] [CE 3.137 (3.132)] [KD 0.000 (0.000)]
2022-10-30 03:14:21,065 - ==> Total time: 2:11:34 Eta: 15:35:18 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:14:32,880 - Train: 12.35% [23150/187500] [37.0/300.0] [batch_t 0.319 (0.420)] [data_t 0.016] [optim_t 0.303] [lr 0.005777] [CE 3.194 (3.113)] [KD 0.000 (0.000)]
2022-10-30 03:14:49,101 - Train: 12.37% [23200/187500] [37.1/300.0] [batch_t 0.342 (0.324)] [data_t 0.017] [optim_t 0.326] [lr 0.005776] [CE 3.180 (3.103)] [KD 0.000 (0.000)]
2022-10-30 03:15:05,648 - Train: 12.40% [23250/187500] [37.2/300.0] [batch_t 0.347 (0.331)] [data_t 0.016] [optim_t 0.331] [lr 0.005775] [CE 3.101 (3.112)] [KD 0.000 (0.000)]
2022-10-30 03:15:22,111 - Train: 12.43% [23300/187500] [37.3/300.0] [batch_t 0.328 (0.329)] [data_t 0.009] [optim_t 0.319] [lr 0.005774] [CE 3.115 (3.119)] [KD 0.000 (0.000)]
2022-10-30 03:15:38,630 - Train: 12.45% [23350/187500] [37.4/300.0] [batch_t 0.418 (0.330)] [data_t 0.016] [optim_t 0.402] [lr 0.005773] [CE 3.107 (3.126)] [KD 0.000 (0.000)]
2022-10-30 03:15:55,065 - Train: 12.48% [23400/187500] [37.4/300.0] [batch_t 0.335 (0.329)] [data_t 0.017] [optim_t 0.318] [lr 0.005772] [CE 3.086 (3.124)] [KD 0.000 (0.000)]
2022-10-30 03:16:11,401 - Train: 12.51% [23450/187500] [37.5/300.0] [batch_t 0.346 (0.327)] [data_t 0.015] [optim_t 0.330] [lr 0.005771] [CE 3.161 (3.131)] [KD 0.000 (0.000)]
2022-10-30 03:16:27,697 - Train: 12.53% [23500/187500] [37.6/300.0] [batch_t 0.325 (0.326)] [data_t 0.015] [optim_t 0.310] [lr 0.005770] [CE 3.137 (3.121)] [KD 0.000 (0.000)]
2022-10-30 03:16:44,004 - Train: 12.56% [23550/187500] [37.7/300.0] [batch_t 0.371 (0.326)] [data_t 0.016] [optim_t 0.354] [lr 0.005770] [CE 3.207 (3.138)] [KD 0.000 (0.000)]
2022-10-30 03:17:00,318 - Train: 12.59% [23600/187500] [37.8/300.0] [batch_t 0.340 (0.326)] [data_t 0.015] [optim_t 0.324] [lr 0.005769] [CE 3.142 (3.124)] [KD 0.000 (0.000)]
2022-10-30 03:17:16,555 - Train: 12.61% [23650/187500] [37.8/300.0] [batch_t 0.382 (0.325)] [data_t 0.009] [optim_t 0.373] [lr 0.005768] [CE 3.096 (3.126)] [KD 0.000 (0.000)]
2022-10-30 03:17:32,927 - Train: 12.64% [23700/187500] [37.9/300.0] [batch_t 0.361 (0.327)] [data_t 0.016] [optim_t 0.345] [lr 0.005767] [CE 3.136 (3.125)] [KD 0.000 (0.000)]
2022-10-30 03:17:48,844 - Train: 12.67% [23750/187500] [38.0/300.0] [batch_t 0.280 (0.318)] [data_t 0.015] [optim_t 0.265] [lr 0.005766] [CE 3.152 (3.128)] [KD 0.000 (0.000)]
2022-10-30 03:17:48,846 - ==> Total time: 2:15:02 Eta: 15:31:06 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:18:09,336 - Train: 12.69% [23800/187500] [38.1/300.0] [batch_t 0.314 (0.383)] [data_t 0.016] [optim_t 0.298] [lr 0.005765] [CE 3.054 (3.102)] [KD 0.000 (0.000)]
2022-10-30 03:18:25,642 - Train: 12.72% [23850/187500] [38.2/300.0] [batch_t 0.298 (0.326)] [data_t 0.017] [optim_t 0.281] [lr 0.005764] [CE 3.084 (3.114)] [KD 0.000 (0.000)]
2022-10-30 03:18:42,005 - Train: 12.75% [23900/187500] [38.2/300.0] [batch_t 0.345 (0.327)] [data_t 0.017] [optim_t 0.328] [lr 0.005763] [CE 3.119 (3.108)] [KD 0.000 (0.000)]
2022-10-30 03:18:58,338 - Train: 12.77% [23950/187500] [38.3/300.0] [batch_t 0.342 (0.327)] [data_t 0.015] [optim_t 0.327] [lr 0.005762] [CE 3.096 (3.114)] [KD 0.000 (0.000)]
2022-10-30 03:19:14,723 - Train: 12.80% [24000/187500] [38.4/300.0] [batch_t 0.323 (0.328)] [data_t 0.018] [optim_t 0.305] [lr 0.005761] [CE 3.072 (3.103)] [KD 0.000 (0.000)]
2022-10-30 03:19:31,348 - Train: 12.83% [24050/187500] [38.5/300.0] [batch_t 0.390 (0.332)] [data_t 0.009] [optim_t 0.381] [lr 0.005760] [CE 3.148 (3.130)] [KD 0.000 (0.000)]
2022-10-30 03:19:47,582 - Train: 12.85% [24100/187500] [38.6/300.0] [batch_t 0.316 (0.325)] [data_t 0.017] [optim_t 0.299] [lr 0.005759] [CE 3.140 (3.130)] [KD 0.000 (0.000)]
2022-10-30 03:20:04,027 - Train: 12.88% [24150/187500] [38.6/300.0] [batch_t 0.307 (0.329)] [data_t 0.009] [optim_t 0.298] [lr 0.005758] [CE 3.187 (3.136)] [KD 0.000 (0.000)]
2022-10-30 03:20:20,560 - Train: 12.91% [24200/187500] [38.7/300.0] [batch_t 0.309 (0.331)] [data_t 0.018] [optim_t 0.292] [lr 0.005757] [CE 3.248 (3.139)] [KD 0.000 (0.000)]
2022-10-30 03:20:37,093 - Train: 12.93% [24250/187500] [38.8/300.0] [batch_t 0.319 (0.331)] [data_t 0.016] [optim_t 0.303] [lr 0.005756] [CE 3.134 (3.108)] [KD 0.000 (0.000)]
2022-10-30 03:20:53,563 - Train: 12.96% [24300/187500] [38.9/300.0] [batch_t 0.355 (0.329)] [data_t 0.016] [optim_t 0.339] [lr 0.005755] [CE 3.035 (3.117)] [KD 0.000 (0.000)]
2022-10-30 03:21:09,954 - Train: 12.99% [24350/187500] [39.0/300.0] [batch_t 0.316 (0.328)] [data_t 0.011] [optim_t 0.305] [lr 0.005754] [CE 3.142 (3.128)] [KD 0.000 (0.000)]
2022-10-30 03:21:17,556 - ==> Total time: 2:18:31 Eta: 15:27:02 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:21:29,325 - Train: 13.01% [24400/187500] [39.0/300.0] [batch_t 0.363 (0.418)] [data_t 0.017] [optim_t 0.346] [lr 0.005753] [CE 3.019 (3.092)] [KD 0.000 (0.000)]
2022-10-30 03:21:45,499 - Train: 13.04% [24450/187500] [39.1/300.0] [batch_t 0.296 (0.323)] [data_t 0.016] [optim_t 0.280] [lr 0.005752] [CE 3.049 (3.094)] [KD 0.000 (0.000)]
2022-10-30 03:22:01,790 - Train: 13.07% [24500/187500] [39.2/300.0] [batch_t 0.337 (0.326)] [data_t 0.016] [optim_t 0.321] [lr 0.005751] [CE 3.181 (3.113)] [KD 0.000 (0.000)]
2022-10-30 03:22:18,321 - Train: 13.09% [24550/187500] [39.3/300.0] [batch_t 0.351 (0.330)] [data_t 0.015] [optim_t 0.336] [lr 0.005750] [CE 3.076 (3.107)] [KD 0.000 (0.000)]
2022-10-30 03:22:34,657 - Train: 13.12% [24600/187500] [39.4/300.0] [batch_t 0.337 (0.327)] [data_t 0.016] [optim_t 0.321] [lr 0.005749] [CE 3.166 (3.114)] [KD 0.000 (0.000)]
2022-10-30 03:22:51,069 - Train: 13.15% [24650/187500] [39.4/300.0] [batch_t 0.348 (0.328)] [data_t 0.047] [optim_t 0.301] [lr 0.005748] [CE 3.095 (3.124)] [KD 0.000 (0.000)]
2022-10-30 03:23:07,524 - Train: 13.17% [24700/187500] [39.5/300.0] [batch_t 0.334 (0.329)] [data_t 0.029] [optim_t 0.306] [lr 0.005747] [CE 3.149 (3.119)] [KD 0.000 (0.000)]
2022-10-30 03:23:23,954 - Train: 13.20% [24750/187500] [39.6/300.0] [batch_t 0.287 (0.328)] [data_t 0.015] [optim_t 0.271] [lr 0.005746] [CE 3.070 (3.102)] [KD 0.000 (0.000)]
2022-10-30 03:23:40,172 - Train: 13.23% [24800/187500] [39.7/300.0] [batch_t 0.339 (0.324)] [data_t 0.016] [optim_t 0.322] [lr 0.005745] [CE 3.058 (3.126)] [KD 0.000 (0.000)]
2022-10-30 03:23:56,644 - Train: 13.25% [24850/187500] [39.8/300.0] [batch_t 0.340 (0.329)] [data_t 0.017] [optim_t 0.323] [lr 0.005744] [CE 3.122 (3.112)] [KD 0.000 (0.000)]
2022-10-30 03:24:13,046 - Train: 13.28% [24900/187500] [39.8/300.0] [batch_t 0.352 (0.328)] [data_t 0.014] [optim_t 0.338] [lr 0.005743] [CE 3.132 (3.125)] [KD 0.000 (0.000)]
2022-10-30 03:24:29,353 - Train: 13.31% [24950/187500] [39.9/300.0] [batch_t 0.289 (0.326)] [data_t 0.014] [optim_t 0.275] [lr 0.005742] [CE 3.106 (3.117)] [KD 0.000 (0.000)]
2022-10-30 03:24:45,174 - Train: 13.33% [25000/187500] [40.0/300.0] [batch_t 0.280 (0.316)] [data_t 0.015] [optim_t 0.265] [lr 0.005741] [CE 3.068 (3.123)] [KD 0.000 (0.000)]
2022-10-30 03:24:54,948 - Test (net): 100.00% [50/50] [batch_t 0.133 (0.188)] [top1_cnt 29673] [top5_cnt 41573] [top_all 50000]
2022-10-30 03:24:54,949 - net: 59.346 (83.146)
2022-10-30 03:25:03,860 - Test (net_E): 100.00% [50/50] [batch_t 0.042 (0.163)] [top1_cnt 28885] [top5_cnt 40648] [top_all 50000]
2022-10-30 03:25:03,861 - net_E: 57.770 (81.296)
2022-10-30 03:25:04,122 - Max [top1: 59.346 (epoch: 40)] [top1-ema: 57.770 (epoch: 40)]
2022-10-30 03:25:04,123 - ==> Total time: 2:22:18 Eta: 15:24:57 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:25:25,576 - Train: 13.36% [25050/187500] [40.1/300.0] [batch_t 0.314 (0.382)] [data_t 0.018] [optim_t 0.296] [lr 0.005740] [CE 3.128 (3.085)] [KD 0.000 (0.000)]
2022-10-30 03:25:42,048 - Train: 13.39% [25100/187500] [40.2/300.0] [batch_t 0.328 (0.329)] [data_t 0.018] [optim_t 0.310] [lr 0.005739] [CE 3.124 (3.093)] [KD 0.000 (0.000)]
2022-10-30 03:25:58,484 - Train: 13.41% [25150/187500] [40.2/300.0] [batch_t 0.328 (0.329)] [data_t 0.018] [optim_t 0.309] [lr 0.005738] [CE 3.170 (3.104)] [KD 0.000 (0.000)]
2022-10-30 03:26:15,109 - Train: 13.44% [25200/187500] [40.3/300.0] [batch_t 0.323 (0.332)] [data_t 0.011] [optim_t 0.312] [lr 0.005737] [CE 3.111 (3.106)] [KD 0.000 (0.000)]
2022-10-30 03:26:31,431 - Train: 13.47% [25250/187500] [40.4/300.0] [batch_t 0.286 (0.326)] [data_t 0.017] [optim_t 0.269] [lr 0.005736] [CE 3.106 (3.105)] [KD 0.000 (0.000)]
2022-10-30 03:26:47,804 - Train: 13.49% [25300/187500] [40.5/300.0] [batch_t 0.323 (0.327)] [data_t 0.015] [optim_t 0.308] [lr 0.005735] [CE 3.071 (3.114)] [KD 0.000 (0.000)]
2022-10-30 03:27:04,207 - Train: 13.52% [25350/187500] [40.6/300.0] [batch_t 0.301 (0.328)] [data_t 0.018] [optim_t 0.282] [lr 0.005733] [CE 3.111 (3.101)] [KD 0.000 (0.000)]
2022-10-30 03:27:20,569 - Train: 13.55% [25400/187500] [40.6/300.0] [batch_t 0.278 (0.327)] [data_t 0.010] [optim_t 0.268] [lr 0.005732] [CE 3.175 (3.119)] [KD 0.000 (0.000)]
2022-10-30 03:27:36,991 - Train: 13.57% [25450/187500] [40.7/300.0] [batch_t 0.309 (0.328)] [data_t 0.016] [optim_t 0.293] [lr 0.005731] [CE 3.125 (3.122)] [KD 0.000 (0.000)]
2022-10-30 03:27:53,362 - Train: 13.60% [25500/187500] [40.8/300.0] [batch_t 0.286 (0.327)] [data_t 0.016] [optim_t 0.270] [lr 0.005730] [CE 3.145 (3.120)] [KD 0.000 (0.000)]
2022-10-30 03:28:09,820 - Train: 13.63% [25550/187500] [40.9/300.0] [batch_t 0.331 (0.329)] [data_t 0.020] [optim_t 0.311] [lr 0.005729] [CE 3.129 (3.123)] [KD 0.000 (0.000)]
2022-10-30 03:28:26,155 - Train: 13.65% [25600/187500] [41.0/300.0] [batch_t 0.330 (0.327)] [data_t 0.017] [optim_t 0.313] [lr 0.005728] [CE 3.102 (3.127)] [KD 0.000 (0.000)]
2022-10-30 03:28:33,844 - ==> Total time: 2:25:47 Eta: 15:21:00 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:28:46,369 - Train: 13.68% [25650/187500] [41.0/300.0] [batch_t 0.308 (0.441)] [data_t 0.018] [optim_t 0.290] [lr 0.005727] [CE 3.180 (3.085)] [KD 0.000 (0.000)]
2022-10-30 03:29:03,178 - Train: 13.71% [25700/187500] [41.1/300.0] [batch_t 0.304 (0.336)] [data_t 0.015] [optim_t 0.289] [lr 0.005726] [CE 3.121 (3.083)] [KD 0.000 (0.000)]
2022-10-30 03:29:19,620 - Train: 13.73% [25750/187500] [41.2/300.0] [batch_t 0.397 (0.329)] [data_t 0.019] [optim_t 0.378] [lr 0.005725] [CE 3.079 (3.098)] [KD 0.000 (0.000)]
2022-10-30 03:29:35,759 - Train: 13.76% [25800/187500] [41.3/300.0] [batch_t 0.326 (0.323)] [data_t 0.017] [optim_t 0.309] [lr 0.005724] [CE 3.124 (3.100)] [KD 0.000 (0.000)]
2022-10-30 03:29:52,046 - Train: 13.79% [25850/187500] [41.4/300.0] [batch_t 0.346 (0.326)] [data_t 0.017] [optim_t 0.329] [lr 0.005723] [CE 3.154 (3.106)] [KD 0.000 (0.000)]
2022-10-30 03:30:08,528 - Train: 13.81% [25900/187500] [41.4/300.0] [batch_t 0.345 (0.330)] [data_t 0.018] [optim_t 0.328] [lr 0.005722] [CE 3.072 (3.102)] [KD 0.000 (0.000)]
2022-10-30 03:30:24,941 - Train: 13.84% [25950/187500] [41.5/300.0] [batch_t 0.305 (0.328)] [data_t 0.018] [optim_t 0.288] [lr 0.005721] [CE 3.074 (3.105)] [KD 0.000 (0.000)]
2022-10-30 03:30:41,466 - Train: 13.87% [26000/187500] [41.6/300.0] [batch_t 0.301 (0.330)] [data_t 0.016] [optim_t 0.284] [lr 0.005720] [CE 3.121 (3.107)] [KD 0.000 (0.000)]
2022-10-30 03:30:57,850 - Train: 13.89% [26050/187500] [41.7/300.0] [batch_t 0.309 (0.328)] [data_t 0.016] [optim_t 0.293] [lr 0.005719] [CE 3.159 (3.107)] [KD 0.000 (0.000)]
2022-10-30 03:31:14,320 - Train: 13.92% [26100/187500] [41.8/300.0] [batch_t 0.364 (0.329)] [data_t 0.016] [optim_t 0.347] [lr 0.005718] [CE 3.129 (3.115)] [KD 0.000 (0.000)]
2022-10-30 03:31:30,885 - Train: 13.95% [26150/187500] [41.8/300.0] [batch_t 0.289 (0.331)] [data_t 0.018] [optim_t 0.271] [lr 0.005717] [CE 3.108 (3.102)] [KD 0.000 (0.000)]
2022-10-30 03:31:47,338 - Train: 13.97% [26200/187500] [41.9/300.0] [batch_t 0.300 (0.329)] [data_t 0.016] [optim_t 0.284] [lr 0.005716] [CE 3.096 (3.108)] [KD 0.000 (0.000)]
2022-10-30 03:32:03,323 - Train: 14.00% [26250/187500] [42.0/300.0] [batch_t 0.280 (0.320)] [data_t 0.015] [optim_t 0.265] [lr 0.005715] [CE 3.123 (3.122)] [KD 0.000 (0.000)]
2022-10-30 03:32:03,326 - ==> Total time: 2:29:17 Eta: 15:17:03 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:32:24,017 - Train: 14.03% [26300/187500] [42.1/300.0] [batch_t 0.310 (0.379)] [data_t 0.017] [optim_t 0.293] [lr 0.005713] [CE 3.035 (3.064)] [KD 0.000 (0.000)]
2022-10-30 03:32:40,492 - Train: 14.05% [26350/187500] [42.2/300.0] [batch_t 0.330 (0.329)] [data_t 0.017] [optim_t 0.313] [lr 0.005712] [CE 3.052 (3.084)] [KD 0.000 (0.000)]
2022-10-30 03:32:56,728 - Train: 14.08% [26400/187500] [42.2/300.0] [batch_t 0.344 (0.325)] [data_t 0.018] [optim_t 0.325] [lr 0.005711] [CE 3.051 (3.101)] [KD 0.000 (0.000)]
2022-10-30 03:33:13,134 - Train: 14.11% [26450/187500] [42.3/300.0] [batch_t 0.355 (0.328)] [data_t 0.018] [optim_t 0.337] [lr 0.005710] [CE 3.216 (3.100)] [KD 0.000 (0.000)]
2022-10-30 03:33:29,462 - Train: 14.13% [26500/187500] [42.4/300.0] [batch_t 0.330 (0.326)] [data_t 0.016] [optim_t 0.313] [lr 0.005709] [CE 3.129 (3.095)] [KD 0.000 (0.000)]
2022-10-30 03:33:46,014 - Train: 14.16% [26550/187500] [42.5/300.0] [batch_t 0.312 (0.331)] [data_t 0.009] [optim_t 0.303] [lr 0.005708] [CE 3.090 (3.097)] [KD 0.000 (0.000)]
2022-10-30 03:34:02,419 - Train: 14.19% [26600/187500] [42.6/300.0] [batch_t 0.329 (0.328)] [data_t 0.018] [optim_t 0.311] [lr 0.005707] [CE 3.178 (3.098)] [KD 0.000 (0.000)]
2022-10-30 03:34:18,932 - Train: 14.21% [26650/187500] [42.6/300.0] [batch_t 0.297 (0.330)] [data_t 0.017] [optim_t 0.281] [lr 0.005706] [CE 3.138 (3.104)] [KD 0.000 (0.000)]
2022-10-30 03:34:35,354 - Train: 14.24% [26700/187500] [42.7/300.0] [batch_t 0.318 (0.328)] [data_t 0.019] [optim_t 0.299] [lr 0.005705] [CE 3.122 (3.102)] [KD 0.000 (0.000)]
2022-10-30 03:34:51,793 - Train: 14.27% [26750/187500] [42.8/300.0] [batch_t 0.397 (0.329)] [data_t 0.016] [optim_t 0.381] [lr 0.005704] [CE 3.103 (3.109)] [KD 0.000 (0.000)]
2022-10-30 03:35:08,106 - Train: 14.29% [26800/187500] [42.9/300.0] [batch_t 0.335 (0.326)] [data_t 0.018] [optim_t 0.317] [lr 0.005703] [CE 3.115 (3.102)] [KD 0.000 (0.000)]
2022-10-30 03:35:24,428 - Train: 14.32% [26850/187500] [43.0/300.0] [batch_t 0.315 (0.326)] [data_t 0.019] [optim_t 0.296] [lr 0.005702] [CE 3.098 (3.107)] [KD 0.000 (0.000)]
2022-10-30 03:35:32,146 - ==> Total time: 2:32:46 Eta: 15:13:03 Logged in 'runs_mobile/CLS_MetaMobile_1015_2_ImageFolderLMDB_20221030-010259'
2022-10-30 03:35:48,894 - Train: 14.35% [26900/187500] [43.0/300.0] [batch_t 0.291 (0.385)] [data_t 0.016] [optim_t 0.274] [lr 0.005700] [CE 3.071 (3.061)] [KD 0.000 (0.000)]
2022-10-30 03:36:05,253 - Train: 14.37% [26950/187500] [43.1/300.0] [batch_t 0.319 (0.327)] [data_t 0.016] [optim_t 0.303] [lr 0.005699] [CE 3.051 (3.068)] [KD 0.000 (0.000)]
2022-10-30 03:36:21,379 - Train: 14.40% [27000/187500] [43.2/300.0] [batch_t 0.324 (0.322)] [data_t 0.017] [optim_t 0.307] [lr 0.005698] [CE 3.113 (3.091)] [KD 0.000 (0.000)]
2022-10-30 03:36:37,654 - Train: 14.43% [27050/187500] [43.3/300.0] [batch_t 0.330 (0.325)] [data_t 0.016] [optim_t 0.313] [lr 0.005697] [CE 3.039 (3.093)] [KD 0.000 (0.000)]
2022-10-30 03:36:53,838 - Train: 14.45% [27100/187500] [43.4/300.0] [batch_t 0.340 (0.324)] [data_t 0.016] [optim_t 0.323] [lr 0.005696] [CE 3.078 (3.097)] [KD 0.000 (0.000)]
2022-10-30 03:37:10,347 - Train: 14.48% [27150/187500] [43.4/300.0] [batch_t 0.383 (0.330)] [data_t 0.018] [optim_t 0.365] [lr 0.005695] [CE 3.068 (3.095)] [KD 0.000 (0.000)]
2022-10-30 03:37:26,553 - Train: 14.51% [27200/187500] [43.5/300.0] [batch_t 0.343 (0.324)] [data_t 0.017] [optim_t 0.325] [lr 0.005694] [CE 3.101 (3.098)] [KD 0.000 (0.000)]