03/03 05:37:50 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.8.11 (default, Aug 6 2021, 14:51:49) [GCC 10.2.0] CUDA available: False numpy_random_seed: 832019902 GCC: gcc (Ubuntu/Linaro 7.5.0-3ubuntu1~18.04) 7.5.0 PyTorch: 1.8.0a0+56b43f4 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: NO AVX - Build settings: BLAS_INFO=generic, BUILD_TYPE=Release, CXX_COMPILER=/opt/buildtools/gcc-7.3.0/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -DMISSING_ARM_VST1 -DMISSING_ARM_VLD1 -Wno-stringop-overflow, LAPACK_INFO=generic, TORCH_VERSION=1.8.0, USE_CUDA=OFF, USE_CUDNN=OFF, USE_EIGEN_FOR_BLAS=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=OFF, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=OFF, USE_NNPACK=ON, USE_OPENMP=ON, OpenCV: 4.7.0 MMEngine: 0.6.0 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None deterministic: False Distributed launcher: pytorch Distributed training: True GPU number: 8 ------------------------------------------------------------ 03/03 05:37:50 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict( type='ResNeXt', depth=50, num_stages=4, out_indices=(3, ), groups=32, width_per_group=4, style='pytorch'), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=2048, loss=dict(type='CrossEntropyLoss', loss_weight=1.0), topk=(1, 5))) dataset_type = 'ImageNet' data_preprocessor = dict( num_classes=1000, mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) train_pipeline = [ dict(type='LoadImageFromFile'), dict(type='RandomResizedCrop', scale=224, backend='pillow'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='PackClsInputs') ] test_pipeline = [ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ] train_dataloader = dict( pin_memory=True, persistent_workers=False, collate_fn=dict(type='default_collate'), batch_size=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', data_prefix='train', pipeline=[ dict(type='LoadImageFromFile'), dict(type='RandomResizedCrop', scale=224, backend='pillow'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='PackClsInputs') ]), sampler=dict(type='DefaultSampler', shuffle=True)) val_dataloader = dict( pin_memory=True, persistent_workers=False, collate_fn=dict(type='default_collate'), batch_size=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', ann_file='meta/val.txt', data_prefix='val', pipeline=[ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ]), sampler=dict(type='DefaultSampler', shuffle=False)) val_evaluator = dict(type='Accuracy', topk=(1, 5)) test_dataloader = dict( pin_memory=True, persistent_workers=False, collate_fn=dict(type='default_collate'), batch_size=32, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', ann_file='meta/val.txt', data_prefix='val', pipeline=[ dict(type='LoadImageFromFile'), dict(type='ResizeEdge', scale=256, edge='short', backend='pillow'), dict(type='CenterCrop', crop_size=224), dict(type='PackClsInputs') ]), sampler=dict(type='DefaultSampler', shuffle=False)) test_evaluator = dict(type='Accuracy', topk=(1, 5)) optim_wrapper = dict( optimizer=dict(type='SGD', lr=0.1, momentum=0.9, weight_decay=0.0001)) param_scheduler = dict( type='MultiStepLR', by_epoch=True, milestones=[30, 60, 90], gamma=0.1) train_cfg = dict(by_epoch=True, max_epochs=100, val_interval=1) val_cfg = dict() test_cfg = dict() auto_scale_lr = dict(base_batch_size=256) default_scope = 'mmcls' default_hooks = dict( timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=100), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=1), sampler_seed=dict(type='DistSamplerSeedHook'), visualization=dict(type='VisualizationHook', enable=False)) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='ClsVisualizer', vis_backends=[dict(type='LocalVisBackend')]) log_level = 'INFO' load_from = None resume = False randomness = dict(seed=None, deterministic=False) launcher = 'pytorch' work_dir = './work_dirs/resnext50-32x4d_8xb32_in1k' 03/03 05:37:50 - mmengine - WARNING - The "visualizer" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/03 05:37:50 - mmengine - WARNING - The "vis_backend" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/03 05:37:51 - mmengine - WARNING - The "model" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/03 05:38:44 - mmengine - WARNING - The "hook" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/03 05:38:44 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 03/03 05:38:45 - mmengine - WARNING - The "dataset" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/03 05:38:45 - mmengine - WARNING - The "transform" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. GradScaler options are: init_scale : 65536.0 growth_factor : 2.0 backoff_factor : 0.5 growth_interval : 2000 dynamic : True enabled : True GradScaler options are: init_scale : 65536.0 growth_factor : 2.0 backoff_factor : 0.5 growth_interval : 2000 dynamic : True enabled : True GradScaler options are: init_scale : 65536.0 growth_factor : 2.0 backoff_factor : 0.5 growth_interval : 2000 dynamic : True enabled : True 03/03 05:39:39 - mmengine - WARNING - The "data sampler" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/03 05:39:39 - mmengine - WARNING - The "optimizer wrapper constructor" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/03 05:39:39 - mmengine - WARNING - The "optimizer" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/03 05:39:39 - mmengine - WARNING - The "optimizer_wrapper" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. GradScaler options are: init_scale : 65536.0 growth_factor : 2.0 backoff_factor : 0.5 growth_interval : 2000 dynamic : True enabled : True 03/03 05:39:39 - mmengine - WARNING - The "parameter scheduler" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. GradScaler options are: init_scale : 65536.0 growth_factor : 2.0 backoff_factor : 0.5 growth_interval : 2000 dynamic : True enabled : True GradScaler options are: init_scale : 65536.0 growth_factor : 2.0 backoff_factor : 0.5 growth_interval : 2000 dynamic : True enabled : True 03/03 05:39:40 - mmengine - WARNING - The "metric" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. GradScaler options are: init_scale : 65536.0 growth_factor : 2.0 backoff_factor : 0.5 growth_interval : 2000 dynamic : True enabled : True GradScaler options are: init_scale : 65536.0 growth_factor : 2.0 backoff_factor : 0.5 growth_interval : 2000 dynamic : True enabled : True 03/03 05:39:46 - mmengine - WARNING - The "weight initializer" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/03 05:39:59 - mmengine - INFO - Checkpoints will be saved to /data_nvme2n1p1/lml/mmcv_2.x/mmclassification/work_dirs/resnext50-32x4d_8xb32_in1k. [W reducer.cpp:401] Warning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed. This is not an error, but may impair performance. grad.sizes() = [1000, 2048], strides() = [2048, 1] bucket_view.sizes() = [2048000], strides() = [1] (function operator()) [W reducer.cpp:401] Warning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed. This is not an error, but may impair performance. grad.sizes() = [1000, 2048], strides() = [2048, 1] bucket_view.sizes() = [2048000], strides() = [1] (function operator()) [W reducer.cpp:401] Warning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed. This is not an error, but may impair performance. grad.sizes() = [1000, 2048], strides() = [2048, 1] bucket_view.sizes() = [2048000], strides() = [1] (function operator()) [W reducer.cpp:401] Warning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed. This is not an error, but may impair performance. grad.sizes() = [1000, 2048], strides() = [2048, 1] bucket_view.sizes() = [2048000], strides() = [1] (function operator()) [W reducer.cpp:401] Warning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed. This is not an error, but may impair performance. grad.sizes() = [1000, 2048], strides() = [2048, 1] bucket_view.sizes() = [2048000], strides() = [1] (function operator()) [W reducer.cpp:401] Warning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed. This is not an error, but may impair performance. grad.sizes() = [1000, 2048], strides() = [2048, 1] bucket_view.sizes() = [2048000], strides() = [1] (function operator()) [W reducer.cpp:401] Warning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed. This is not an error, but may impair performance. grad.sizes() = [1000, 2048], strides() = [2048, 1] bucket_view.sizes() = [2048000], strides() = [1] (function operator()) [W reducer.cpp:401] Warning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed. This is not an error, but may impair performance. grad.sizes() = [1000, 2048], strides() = [2048, 1] bucket_view.sizes() = [2048000], strides() = [1] (function operator()) 03/03 05:41:40 - mmengine - INFO - Epoch(train) [1][ 100/5005] lr: 1.0000e-01 eta: 5 days, 20:02:43 time: 0.1462 data_time: 0.0016 loss: 6.7024 03/03 05:41:54 - mmengine - INFO - Epoch(train) [1][ 200/5005] lr: 1.0000e-01 eta: 3 days, 7:55:58 time: 0.1400 data_time: 0.0018 loss: 6.5223 03/03 05:42:08 - mmengine - INFO - Epoch(train) [1][ 300/5005] lr: 1.0000e-01 eta: 2 days, 11:50:11 time: 0.1404 data_time: 0.0019 loss: 6.2692 03/03 05:42:22 - mmengine - INFO - Epoch(train) [1][ 400/5005] lr: 1.0000e-01 eta: 2 days, 1:49:19 time: 0.1487 data_time: 0.0019 loss: 6.2064 03/03 05:42:36 - mmengine - INFO - Epoch(train) [1][ 500/5005] lr: 1.0000e-01 eta: 1 day, 19:47:03 time: 0.1501 data_time: 0.0019 loss: 6.0920 03/03 05:42:51 - mmengine - INFO - Epoch(train) [1][ 600/5005] lr: 1.0000e-01 eta: 1 day, 15:47:09 time: 0.1429 data_time: 0.0020 loss: 6.0105 03/03 05:43:05 - mmengine - INFO - Epoch(train) [1][ 700/5005] lr: 1.0000e-01 eta: 1 day, 12:57:55 time: 0.1451 data_time: 0.0019 loss: 6.0912 03/03 05:43:21 - mmengine - INFO - Epoch(train) [1][ 800/5005] lr: 1.0000e-01 eta: 1 day, 11:01:12 time: 0.1462 data_time: 0.0019 loss: 5.9741 03/03 05:43:35 - mmengine - INFO - Epoch(train) [1][ 900/5005] lr: 1.0000e-01 eta: 1 day, 9:17:04 time: 0.1382 data_time: 0.0018 loss: 5.6967 03/03 05:43:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 05:43:50 - mmengine - INFO - Epoch(train) [1][1000/5005] lr: 1.0000e-01 eta: 1 day, 7:59:55 time: 0.1921 data_time: 0.0019 loss: 5.7570 03/03 05:44:04 - mmengine - INFO - Epoch(train) [1][1100/5005] lr: 1.0000e-01 eta: 1 day, 6:51:08 time: 0.1261 data_time: 0.0017 loss: 5.6679 03/03 05:44:18 - mmengine - INFO - Epoch(train) [1][1200/5005] lr: 1.0000e-01 eta: 1 day, 5:53:24 time: 0.1428 data_time: 0.0019 loss: 5.6731 03/03 05:44:32 - mmengine - INFO - Epoch(train) [1][1300/5005] lr: 1.0000e-01 eta: 1 day, 5:08:36 time: 0.1464 data_time: 0.0020 loss: 5.5551 03/03 05:44:47 - mmengine - INFO - Epoch(train) [1][1400/5005] lr: 1.0000e-01 eta: 1 day, 4:29:03 time: 0.1479 data_time: 0.0020 loss: 5.4752 03/03 05:45:01 - mmengine - INFO - Epoch(train) [1][1500/5005] lr: 1.0000e-01 eta: 1 day, 3:55:10 time: 0.1425 data_time: 0.0022 loss: 5.3905 03/03 05:45:15 - mmengine - INFO - Epoch(train) [1][1600/5005] lr: 1.0000e-01 eta: 1 day, 3:23:03 time: 0.1376 data_time: 0.0020 loss: 5.6001 03/03 05:45:29 - mmengine - INFO - Epoch(train) [1][1700/5005] lr: 1.0000e-01 eta: 1 day, 2:53:57 time: 0.1418 data_time: 0.0020 loss: 5.2639 03/03 05:45:43 - mmengine - INFO - Epoch(train) [1][1800/5005] lr: 1.0000e-01 eta: 1 day, 2:28:48 time: 0.1464 data_time: 0.0020 loss: 5.4011 03/03 05:45:57 - mmengine - INFO - Epoch(train) [1][1900/5005] lr: 1.0000e-01 eta: 1 day, 2:06:11 time: 0.1388 data_time: 0.0019 loss: 5.3735 03/03 05:46:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 05:46:11 - mmengine - INFO - Epoch(train) [1][2000/5005] lr: 1.0000e-01 eta: 1 day, 1:45:19 time: 0.1513 data_time: 0.0018 loss: 5.2929 03/03 05:46:25 - mmengine - INFO - Epoch(train) [1][2100/5005] lr: 1.0000e-01 eta: 1 day, 1:26:10 time: 0.1357 data_time: 0.0020 loss: 5.0899 03/03 05:46:38 - mmengine - INFO - Epoch(train) [1][2200/5005] lr: 1.0000e-01 eta: 1 day, 1:07:24 time: 0.1353 data_time: 0.0018 loss: 4.9163 03/03 05:46:52 - mmengine - INFO - Epoch(train) [1][2300/5005] lr: 1.0000e-01 eta: 1 day, 0:52:20 time: 0.1407 data_time: 0.0021 loss: 5.0351 03/03 05:47:06 - mmengine - INFO - Epoch(train) [1][2400/5005] lr: 1.0000e-01 eta: 1 day, 0:36:59 time: 0.1336 data_time: 0.0020 loss: 4.9280 03/03 05:47:21 - mmengine - INFO - Epoch(train) [1][2500/5005] lr: 1.0000e-01 eta: 1 day, 0:27:04 time: 0.1378 data_time: 0.0020 loss: 4.8431 03/03 05:47:35 - mmengine - INFO - Epoch(train) [1][2600/5005] lr: 1.0000e-01 eta: 1 day, 0:15:20 time: 0.1362 data_time: 0.0017 loss: 4.7468 03/03 05:47:49 - mmengine - INFO - Epoch(train) [1][2700/5005] lr: 1.0000e-01 eta: 1 day, 0:04:48 time: 0.1430 data_time: 0.0021 loss: 4.8481 03/03 05:48:03 - mmengine - INFO - Epoch(train) [1][2800/5005] lr: 1.0000e-01 eta: 23:54:03 time: 0.1380 data_time: 0.0017 loss: 4.7814 03/03 05:48:17 - mmengine - INFO - Epoch(train) [1][2900/5005] lr: 1.0000e-01 eta: 23:42:55 time: 0.1320 data_time: 0.0017 loss: 4.6336 03/03 05:48:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 05:48:30 - mmengine - INFO - Epoch(train) [1][3000/5005] lr: 1.0000e-01 eta: 23:32:58 time: 0.1367 data_time: 0.0020 loss: 4.9516 03/03 05:48:44 - mmengine - INFO - Epoch(train) [1][3100/5005] lr: 1.0000e-01 eta: 23:23:19 time: 0.1368 data_time: 0.0019 loss: 4.5633 03/03 05:48:58 - mmengine - INFO - Epoch(train) [1][3200/5005] lr: 1.0000e-01 eta: 23:15:58 time: 0.1412 data_time: 0.0019 loss: 4.5708 03/03 05:49:12 - mmengine - INFO - Epoch(train) [1][3300/5005] lr: 1.0000e-01 eta: 23:09:00 time: 0.1448 data_time: 0.0020 loss: 4.5841 03/03 05:49:26 - mmengine - INFO - Epoch(train) [1][3400/5005] lr: 1.0000e-01 eta: 23:01:58 time: 0.1379 data_time: 0.0017 loss: 4.4441 03/03 05:49:40 - mmengine - INFO - Epoch(train) [1][3500/5005] lr: 1.0000e-01 eta: 22:54:59 time: 0.1357 data_time: 0.0017 loss: 4.5337 03/03 05:49:54 - mmengine - INFO - Epoch(train) [1][3600/5005] lr: 1.0000e-01 eta: 22:49:14 time: 0.1426 data_time: 0.0019 loss: 4.5945 03/03 05:50:08 - mmengine - INFO - Epoch(train) [1][3700/5005] lr: 1.0000e-01 eta: 22:43:26 time: 0.1394 data_time: 0.0019 loss: 4.3877 03/03 05:50:22 - mmengine - INFO - Epoch(train) [1][3800/5005] lr: 1.0000e-01 eta: 22:37:00 time: 0.1359 data_time: 0.0018 loss: 4.3768 03/03 05:50:37 - mmengine - INFO - Epoch(train) [1][3900/5005] lr: 1.0000e-01 eta: 22:32:51 time: 0.1403 data_time: 0.0020 loss: 4.4434 03/03 05:50:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 05:50:52 - mmengine - INFO - Epoch(train) [1][4000/5005] lr: 1.0000e-01 eta: 22:30:13 time: 0.1455 data_time: 0.0019 loss: 4.3318 03/03 05:51:06 - mmengine - INFO - Epoch(train) [1][4100/5005] lr: 1.0000e-01 eta: 22:25:51 time: 0.1403 data_time: 0.0018 loss: 4.2954 03/03 05:51:20 - mmengine - INFO - Epoch(train) [1][4200/5005] lr: 1.0000e-01 eta: 22:21:29 time: 0.1337 data_time: 0.0021 loss: 4.2186 03/03 05:51:34 - mmengine - INFO - Epoch(train) [1][4300/5005] lr: 1.0000e-01 eta: 22:17:23 time: 0.1446 data_time: 0.0020 loss: 4.3797 03/03 05:51:49 - mmengine - INFO - Epoch(train) [1][4400/5005] lr: 1.0000e-01 eta: 22:13:47 time: 0.1421 data_time: 0.0019 loss: 4.3459 03/03 05:52:03 - mmengine - INFO - Epoch(train) [1][4500/5005] lr: 1.0000e-01 eta: 22:09:49 time: 0.1396 data_time: 0.0021 loss: 4.1453 03/03 05:52:17 - mmengine - INFO - Epoch(train) [1][4600/5005] lr: 1.0000e-01 eta: 22:05:58 time: 0.1397 data_time: 0.0020 loss: 3.9871 03/03 05:52:31 - mmengine - INFO - Epoch(train) [1][4700/5005] lr: 1.0000e-01 eta: 22:01:18 time: 0.1355 data_time: 0.0018 loss: 4.0831 03/03 05:52:45 - mmengine - INFO - Epoch(train) [1][4800/5005] lr: 1.0000e-01 eta: 21:57:52 time: 0.1403 data_time: 0.0019 loss: 4.3608 03/03 05:52:59 - mmengine - INFO - Epoch(train) [1][4900/5005] lr: 1.0000e-01 eta: 21:54:30 time: 0.1402 data_time: 0.0020 loss: 4.0747 03/03 05:53:14 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 05:53:14 - mmengine - INFO - Epoch(train) [1][5000/5005] lr: 1.0000e-01 eta: 21:52:11 time: 0.1457 data_time: 0.0029 loss: 4.2186 03/03 05:54:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 05:54:23 - mmengine - INFO - Saving checkpoint at 1 epochs 03/03 05:54:37 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:12 time: 0.0626 data_time: 0.0436 03/03 05:55:33 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 20.5260 accuracy/top5: 42.9120 03/03 05:55:48 - mmengine - INFO - Epoch(train) [2][ 100/5005] lr: 1.0000e-01 eta: 23:41:37 time: 0.1406 data_time: 0.0018 loss: 3.9081 03/03 05:56:02 - mmengine - INFO - Epoch(train) [2][ 200/5005] lr: 1.0000e-01 eta: 23:36:36 time: 0.1473 data_time: 0.0018 loss: 3.9707 03/03 05:56:18 - mmengine - INFO - Epoch(train) [2][ 300/5005] lr: 1.0000e-01 eta: 23:34:07 time: 0.1754 data_time: 0.0019 loss: 3.9145 03/03 05:56:33 - mmengine - INFO - Epoch(train) [2][ 400/5005] lr: 1.0000e-01 eta: 23:31:07 time: 0.1494 data_time: 0.0018 loss: 4.0327 03/03 05:56:49 - mmengine - INFO - Epoch(train) [2][ 500/5005] lr: 1.0000e-01 eta: 23:28:10 time: 0.1470 data_time: 0.0017 loss: 4.0870 03/03 05:57:03 - mmengine - INFO - Epoch(train) [2][ 600/5005] lr: 1.0000e-01 eta: 23:24:23 time: 0.1482 data_time: 0.0018 loss: 3.9353 03/03 05:57:18 - mmengine - INFO - Epoch(train) [2][ 700/5005] lr: 1.0000e-01 eta: 23:21:15 time: 0.1481 data_time: 0.0019 loss: 3.9693 03/03 05:57:33 - mmengine - INFO - Epoch(train) [2][ 800/5005] lr: 1.0000e-01 eta: 23:17:41 time: 0.1452 data_time: 0.0018 loss: 3.9460 03/03 05:57:48 - mmengine - INFO - Epoch(train) [2][ 900/5005] lr: 1.0000e-01 eta: 23:13:47 time: 0.1371 data_time: 0.0018 loss: 3.7556 03/03 05:58:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 05:58:01 - mmengine - INFO - Epoch(train) [2][1000/5005] lr: 1.0000e-01 eta: 23:09:03 time: 0.1445 data_time: 0.0019 loss: 3.9193 03/03 05:58:15 - mmengine - INFO - Epoch(train) [2][1100/5005] lr: 1.0000e-01 eta: 23:04:46 time: 0.1482 data_time: 0.0019 loss: 3.8144 03/03 05:58:29 - mmengine - INFO - Epoch(train) [2][1200/5005] lr: 1.0000e-01 eta: 23:00:53 time: 0.1363 data_time: 0.0019 loss: 3.6648 03/03 05:58:43 - mmengine - INFO - Epoch(train) [2][1300/5005] lr: 1.0000e-01 eta: 22:57:21 time: 0.1454 data_time: 0.0018 loss: 3.5768 03/03 05:58:58 - mmengine - INFO - Epoch(train) [2][1400/5005] lr: 1.0000e-01 eta: 22:54:02 time: 0.1375 data_time: 0.0018 loss: 3.6407 03/03 05:59:12 - mmengine - INFO - Epoch(train) [2][1500/5005] lr: 1.0000e-01 eta: 22:50:10 time: 0.1450 data_time: 0.0017 loss: 3.6785 03/03 05:59:26 - mmengine - INFO - Epoch(train) [2][1600/5005] lr: 1.0000e-01 eta: 22:47:00 time: 0.1475 data_time: 0.0019 loss: 3.6885 03/03 05:59:41 - mmengine - INFO - Epoch(train) [2][1700/5005] lr: 1.0000e-01 eta: 22:44:28 time: 0.1570 data_time: 0.0017 loss: 3.9035 03/03 05:59:56 - mmengine - INFO - Epoch(train) [2][1800/5005] lr: 1.0000e-01 eta: 22:41:56 time: 0.1635 data_time: 0.0017 loss: 3.6843 03/03 06:00:10 - mmengine - INFO - Epoch(train) [2][1900/5005] lr: 1.0000e-01 eta: 22:38:52 time: 0.1429 data_time: 0.0017 loss: 3.7426 03/03 06:00:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:00:24 - mmengine - INFO - Epoch(train) [2][2000/5005] lr: 1.0000e-01 eta: 22:35:44 time: 0.1368 data_time: 0.0017 loss: 3.6730 03/03 06:00:37 - mmengine - INFO - Epoch(train) [2][2100/5005] lr: 1.0000e-01 eta: 22:32:04 time: 0.1315 data_time: 0.0017 loss: 3.5888 03/03 06:00:52 - mmengine - INFO - Epoch(train) [2][2200/5005] lr: 1.0000e-01 eta: 22:29:34 time: 0.1474 data_time: 0.0020 loss: 3.6082 03/03 06:01:07 - mmengine - INFO - Epoch(train) [2][2300/5005] lr: 1.0000e-01 eta: 22:28:16 time: 0.1708 data_time: 0.0018 loss: 3.7354 03/03 06:01:22 - mmengine - INFO - Epoch(train) [2][2400/5005] lr: 1.0000e-01 eta: 22:25:56 time: 0.1446 data_time: 0.0017 loss: 3.5431 03/03 06:01:37 - mmengine - INFO - Epoch(train) [2][2500/5005] lr: 1.0000e-01 eta: 22:23:57 time: 0.1474 data_time: 0.0018 loss: 3.6927 03/03 06:01:51 - mmengine - INFO - Epoch(train) [2][2600/5005] lr: 1.0000e-01 eta: 22:21:53 time: 0.1461 data_time: 0.0020 loss: 3.5614 03/03 06:02:06 - mmengine - INFO - Epoch(train) [2][2700/5005] lr: 1.0000e-01 eta: 22:19:52 time: 0.1473 data_time: 0.0019 loss: 3.5544 03/03 06:02:20 - mmengine - INFO - Epoch(train) [2][2800/5005] lr: 1.0000e-01 eta: 22:17:22 time: 0.1365 data_time: 0.0019 loss: 3.3818 03/03 06:02:35 - mmengine - INFO - Epoch(train) [2][2900/5005] lr: 1.0000e-01 eta: 22:14:56 time: 0.1427 data_time: 0.0017 loss: 3.5711 03/03 06:02:49 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:02:50 - mmengine - INFO - Epoch(train) [2][3000/5005] lr: 1.0000e-01 eta: 22:13:27 time: 0.1480 data_time: 0.0020 loss: 3.4547 03/03 06:03:04 - mmengine - INFO - Epoch(train) [2][3100/5005] lr: 1.0000e-01 eta: 22:11:24 time: 0.1406 data_time: 0.0019 loss: 3.6096 03/03 06:03:19 - mmengine - INFO - Epoch(train) [2][3200/5005] lr: 1.0000e-01 eta: 22:09:22 time: 0.1388 data_time: 0.0019 loss: 3.3749 03/03 06:03:33 - mmengine - INFO - Epoch(train) [2][3300/5005] lr: 1.0000e-01 eta: 22:07:10 time: 0.1428 data_time: 0.0020 loss: 3.4710 03/03 06:03:47 - mmengine - INFO - Epoch(train) [2][3400/5005] lr: 1.0000e-01 eta: 22:04:53 time: 0.1468 data_time: 0.0019 loss: 3.4042 03/03 06:04:02 - mmengine - INFO - Epoch(train) [2][3500/5005] lr: 1.0000e-01 eta: 22:03:28 time: 0.1498 data_time: 0.0020 loss: 3.3585 03/03 06:04:17 - mmengine - INFO - Epoch(train) [2][3600/5005] lr: 1.0000e-01 eta: 22:01:52 time: 0.1405 data_time: 0.0018 loss: 3.4558 03/03 06:04:31 - mmengine - INFO - Epoch(train) [2][3700/5005] lr: 1.0000e-01 eta: 22:00:07 time: 0.1416 data_time: 0.0018 loss: 3.4372 03/03 06:04:45 - mmengine - INFO - Epoch(train) [2][3800/5005] lr: 1.0000e-01 eta: 21:58:02 time: 0.1442 data_time: 0.0019 loss: 3.1485 03/03 06:05:00 - mmengine - INFO - Epoch(train) [2][3900/5005] lr: 1.0000e-01 eta: 21:55:59 time: 0.1359 data_time: 0.0019 loss: 3.1867 03/03 06:05:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:05:14 - mmengine - INFO - Epoch(train) [2][4000/5005] lr: 1.0000e-01 eta: 21:53:51 time: 0.1408 data_time: 0.0018 loss: 3.4007 03/03 06:05:28 - mmengine - INFO - Epoch(train) [2][4100/5005] lr: 1.0000e-01 eta: 21:52:15 time: 0.1408 data_time: 0.0019 loss: 3.1620 03/03 06:05:43 - mmengine - INFO - Epoch(train) [2][4200/5005] lr: 1.0000e-01 eta: 21:50:35 time: 0.1441 data_time: 0.0020 loss: 3.1172 03/03 06:05:57 - mmengine - INFO - Epoch(train) [2][4300/5005] lr: 1.0000e-01 eta: 21:49:04 time: 0.1668 data_time: 0.0020 loss: 3.1965 03/03 06:06:12 - mmengine - INFO - Epoch(train) [2][4400/5005] lr: 1.0000e-01 eta: 21:47:43 time: 0.1684 data_time: 0.0020 loss: 3.1627 03/03 06:06:27 - mmengine - INFO - Epoch(train) [2][4500/5005] lr: 1.0000e-01 eta: 21:46:47 time: 0.1503 data_time: 0.0020 loss: 3.3051 03/03 06:06:42 - mmengine - INFO - Epoch(train) [2][4600/5005] lr: 1.0000e-01 eta: 21:45:40 time: 0.1494 data_time: 0.0019 loss: 3.5026 03/03 06:06:57 - mmengine - INFO - Epoch(train) [2][4700/5005] lr: 1.0000e-01 eta: 21:44:24 time: 0.1464 data_time: 0.0020 loss: 3.2565 03/03 06:07:12 - mmengine - INFO - Epoch(train) [2][4800/5005] lr: 1.0000e-01 eta: 21:43:11 time: 0.1484 data_time: 0.0019 loss: 3.2841 03/03 06:07:26 - mmengine - INFO - Epoch(train) [2][4900/5005] lr: 1.0000e-01 eta: 21:41:38 time: 0.1405 data_time: 0.0020 loss: 3.1631 03/03 06:07:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:07:41 - mmengine - INFO - Epoch(train) [2][5000/5005] lr: 1.0000e-01 eta: 21:40:13 time: 0.1468 data_time: 0.0028 loss: 3.0979 03/03 06:07:42 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:07:42 - mmengine - INFO - Saving checkpoint at 2 epochs 03/03 06:07:50 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:06 time: 0.0622 data_time: 0.0424 03/03 06:08:18 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 34.8880 accuracy/top5: 61.2640 03/03 06:08:33 - mmengine - INFO - Epoch(train) [3][ 100/5005] lr: 1.0000e-01 eta: 21:39:01 time: 0.1368 data_time: 0.0019 loss: 3.0120 03/03 06:08:47 - mmengine - INFO - Epoch(train) [3][ 200/5005] lr: 1.0000e-01 eta: 21:37:16 time: 0.1428 data_time: 0.0019 loss: 3.1910 03/03 06:09:02 - mmengine - INFO - Epoch(train) [3][ 300/5005] lr: 1.0000e-01 eta: 21:35:50 time: 0.1470 data_time: 0.0018 loss: 3.2465 03/03 06:09:16 - mmengine - INFO - Epoch(train) [3][ 400/5005] lr: 1.0000e-01 eta: 21:34:29 time: 0.1452 data_time: 0.0018 loss: 3.1710 03/03 06:09:31 - mmengine - INFO - Epoch(train) [3][ 500/5005] lr: 1.0000e-01 eta: 21:33:10 time: 0.1418 data_time: 0.0020 loss: 3.2301 03/03 06:09:45 - mmengine - INFO - Epoch(train) [3][ 600/5005] lr: 1.0000e-01 eta: 21:31:48 time: 0.1435 data_time: 0.0018 loss: 3.1948 03/03 06:09:59 - mmengine - INFO - Epoch(train) [3][ 700/5005] lr: 1.0000e-01 eta: 21:30:07 time: 0.1391 data_time: 0.0020 loss: 3.2033 03/03 06:10:13 - mmengine - INFO - Epoch(train) [3][ 800/5005] lr: 1.0000e-01 eta: 21:28:25 time: 0.1360 data_time: 0.0020 loss: 3.2526 03/03 06:10:27 - mmengine - INFO - Epoch(train) [3][ 900/5005] lr: 1.0000e-01 eta: 21:26:54 time: 0.1414 data_time: 0.0020 loss: 3.1455 03/03 06:10:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:10:42 - mmengine - INFO - Epoch(train) [3][1000/5005] lr: 1.0000e-01 eta: 21:25:49 time: 0.1455 data_time: 0.0019 loss: 3.0690 03/03 06:10:56 - mmengine - INFO - Epoch(train) [3][1100/5005] lr: 1.0000e-01 eta: 21:24:15 time: 0.1354 data_time: 0.0018 loss: 3.2312 03/03 06:11:10 - mmengine - INFO - Epoch(train) [3][1200/5005] lr: 1.0000e-01 eta: 21:22:45 time: 0.1348 data_time: 0.0019 loss: 3.2733 03/03 06:11:24 - mmengine - INFO - Epoch(train) [3][1300/5005] lr: 1.0000e-01 eta: 21:21:12 time: 0.1358 data_time: 0.0019 loss: 3.2512 03/03 06:11:38 - mmengine - INFO - Epoch(train) [3][1400/5005] lr: 1.0000e-01 eta: 21:19:55 time: 0.1409 data_time: 0.0019 loss: 3.0508 03/03 06:11:52 - mmengine - INFO - Epoch(train) [3][1500/5005] lr: 1.0000e-01 eta: 21:18:36 time: 0.1405 data_time: 0.0020 loss: 2.9875 03/03 06:12:06 - mmengine - INFO - Epoch(train) [3][1600/5005] lr: 1.0000e-01 eta: 21:17:23 time: 0.1393 data_time: 0.0019 loss: 3.1044 03/03 06:12:20 - mmengine - INFO - Epoch(train) [3][1700/5005] lr: 1.0000e-01 eta: 21:15:49 time: 0.1406 data_time: 0.0020 loss: 3.2890 03/03 06:12:35 - mmengine - INFO - Epoch(train) [3][1800/5005] lr: 1.0000e-01 eta: 21:14:42 time: 0.1443 data_time: 0.0019 loss: 3.1428 03/03 06:12:49 - mmengine - INFO - Epoch(train) [3][1900/5005] lr: 1.0000e-01 eta: 21:13:23 time: 0.1392 data_time: 0.0017 loss: 2.9214 03/03 06:13:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:13:03 - mmengine - INFO - Epoch(train) [3][2000/5005] lr: 1.0000e-01 eta: 21:11:59 time: 0.1407 data_time: 0.0019 loss: 3.1355 03/03 06:13:17 - mmengine - INFO - Epoch(train) [3][2100/5005] lr: 1.0000e-01 eta: 21:10:44 time: 0.1455 data_time: 0.0017 loss: 2.9254 03/03 06:13:31 - mmengine - INFO - Epoch(train) [3][2200/5005] lr: 1.0000e-01 eta: 21:09:30 time: 0.1359 data_time: 0.0017 loss: 3.0786 03/03 06:13:45 - mmengine - INFO - Epoch(train) [3][2300/5005] lr: 1.0000e-01 eta: 21:07:59 time: 0.1378 data_time: 0.0019 loss: 3.1361 03/03 06:13:59 - mmengine - INFO - Epoch(train) [3][2400/5005] lr: 1.0000e-01 eta: 21:06:55 time: 0.1417 data_time: 0.0018 loss: 3.0153 03/03 06:14:13 - mmengine - INFO - Epoch(train) [3][2500/5005] lr: 1.0000e-01 eta: 21:05:41 time: 0.1409 data_time: 0.0018 loss: 3.1739 03/03 06:14:28 - mmengine - INFO - Epoch(train) [3][2600/5005] lr: 1.0000e-01 eta: 21:04:52 time: 0.1427 data_time: 0.0018 loss: 3.1811 03/03 06:14:42 - mmengine - INFO - Epoch(train) [3][2700/5005] lr: 1.0000e-01 eta: 21:03:47 time: 0.1392 data_time: 0.0019 loss: 3.1252 03/03 06:14:56 - mmengine - INFO - Epoch(train) [3][2800/5005] lr: 1.0000e-01 eta: 21:02:36 time: 0.1406 data_time: 0.0018 loss: 2.8040 03/03 06:15:11 - mmengine - INFO - Epoch(train) [3][2900/5005] lr: 1.0000e-01 eta: 21:01:33 time: 0.1426 data_time: 0.0018 loss: 2.9308 03/03 06:15:24 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:15:25 - mmengine - INFO - Epoch(train) [3][3000/5005] lr: 1.0000e-01 eta: 21:00:45 time: 0.1599 data_time: 0.0018 loss: 2.7093 03/03 06:15:40 - mmengine - INFO - Epoch(train) [3][3100/5005] lr: 1.0000e-01 eta: 20:59:52 time: 0.1499 data_time: 0.0019 loss: 2.8752 03/03 06:15:55 - mmengine - INFO - Epoch(train) [3][3200/5005] lr: 1.0000e-01 eta: 20:59:11 time: 0.1431 data_time: 0.0022 loss: 2.9677 03/03 06:16:09 - mmengine - INFO - Epoch(train) [3][3300/5005] lr: 1.0000e-01 eta: 20:58:16 time: 0.1449 data_time: 0.0019 loss: 3.0772 03/03 06:16:23 - mmengine - INFO - Epoch(train) [3][3400/5005] lr: 1.0000e-01 eta: 20:57:17 time: 0.1429 data_time: 0.0019 loss: 2.9109 03/03 06:16:37 - mmengine - INFO - Epoch(train) [3][3500/5005] lr: 1.0000e-01 eta: 20:56:07 time: 0.1396 data_time: 0.0020 loss: 2.5991 03/03 06:16:51 - mmengine - INFO - Epoch(train) [3][3600/5005] lr: 1.0000e-01 eta: 20:55:00 time: 0.1433 data_time: 0.0019 loss: 2.7426 03/03 06:17:06 - mmengine - INFO - Epoch(train) [3][3700/5005] lr: 1.0000e-01 eta: 20:54:18 time: 0.1429 data_time: 0.0019 loss: 2.8909 03/03 06:17:21 - mmengine - INFO - Epoch(train) [3][3800/5005] lr: 1.0000e-01 eta: 20:53:28 time: 0.1450 data_time: 0.0018 loss: 2.9669 03/03 06:17:35 - mmengine - INFO - Epoch(train) [3][3900/5005] lr: 1.0000e-01 eta: 20:52:50 time: 0.1508 data_time: 0.0019 loss: 2.8646 03/03 06:17:49 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:17:51 - mmengine - INFO - Epoch(train) [3][4000/5005] lr: 1.0000e-01 eta: 20:52:35 time: 0.1498 data_time: 0.0019 loss: 2.9266 03/03 06:18:06 - mmengine - INFO - Epoch(train) [3][4100/5005] lr: 1.0000e-01 eta: 20:51:56 time: 0.1406 data_time: 0.0018 loss: 2.7595 03/03 06:18:20 - mmengine - INFO - Epoch(train) [3][4200/5005] lr: 1.0000e-01 eta: 20:50:58 time: 0.1409 data_time: 0.0021 loss: 3.0461 03/03 06:18:34 - mmengine - INFO - Epoch(train) [3][4300/5005] lr: 1.0000e-01 eta: 20:50:06 time: 0.1354 data_time: 0.0019 loss: 2.5419 03/03 06:18:49 - mmengine - INFO - Epoch(train) [3][4400/5005] lr: 1.0000e-01 eta: 20:49:21 time: 0.1396 data_time: 0.0018 loss: 2.7444 03/03 06:19:03 - mmengine - INFO - Epoch(train) [3][4500/5005] lr: 1.0000e-01 eta: 20:48:33 time: 0.1465 data_time: 0.0018 loss: 2.9021 03/03 06:19:18 - mmengine - INFO - Epoch(train) [3][4600/5005] lr: 1.0000e-01 eta: 20:47:46 time: 0.1455 data_time: 0.0019 loss: 2.9498 03/03 06:19:32 - mmengine - INFO - Epoch(train) [3][4700/5005] lr: 1.0000e-01 eta: 20:46:57 time: 0.1441 data_time: 0.0019 loss: 2.7222 03/03 06:19:46 - mmengine - INFO - Epoch(train) [3][4800/5005] lr: 1.0000e-01 eta: 20:46:00 time: 0.1384 data_time: 0.0019 loss: 2.7875 03/03 06:20:01 - mmengine - INFO - Epoch(train) [3][4900/5005] lr: 1.0000e-01 eta: 20:45:17 time: 0.1478 data_time: 0.0019 loss: 2.7891 03/03 06:20:14 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:20:16 - mmengine - INFO - Epoch(train) [3][5000/5005] lr: 1.0000e-01 eta: 20:44:47 time: 0.1484 data_time: 0.0028 loss: 2.8851 03/03 06:20:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:20:17 - mmengine - INFO - Saving checkpoint at 3 epochs 03/03 06:20:25 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:06 time: 0.0664 data_time: 0.0477 03/03 06:20:54 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 40.1640 accuracy/top5: 67.4900 03/03 06:21:10 - mmengine - INFO - Epoch(train) [4][ 100/5005] lr: 1.0000e-01 eta: 20:44:50 time: 0.1460 data_time: 0.0019 loss: 2.5757 03/03 06:21:25 - mmengine - INFO - Epoch(train) [4][ 200/5005] lr: 1.0000e-01 eta: 20:44:23 time: 0.1460 data_time: 0.0020 loss: 2.8063 03/03 06:21:40 - mmengine - INFO - Epoch(train) [4][ 300/5005] lr: 1.0000e-01 eta: 20:43:37 time: 0.1459 data_time: 0.0019 loss: 2.9471 03/03 06:21:54 - mmengine - INFO - Epoch(train) [4][ 400/5005] lr: 1.0000e-01 eta: 20:43:04 time: 0.1441 data_time: 0.0020 loss: 2.9642 03/03 06:22:10 - mmengine - INFO - Epoch(train) [4][ 500/5005] lr: 1.0000e-01 eta: 20:42:39 time: 0.1456 data_time: 0.0018 loss: 2.8297 03/03 06:22:24 - mmengine - INFO - Epoch(train) [4][ 600/5005] lr: 1.0000e-01 eta: 20:42:06 time: 0.1495 data_time: 0.0019 loss: 2.7787 03/03 06:22:39 - mmengine - INFO - Epoch(train) [4][ 700/5005] lr: 1.0000e-01 eta: 20:41:26 time: 0.1452 data_time: 0.0019 loss: 3.0725 03/03 06:22:54 - mmengine - INFO - Epoch(train) [4][ 800/5005] lr: 1.0000e-01 eta: 20:40:46 time: 0.1499 data_time: 0.0019 loss: 2.6273 03/03 06:23:08 - mmengine - INFO - Epoch(train) [4][ 900/5005] lr: 1.0000e-01 eta: 20:40:17 time: 0.1477 data_time: 0.0024 loss: 2.7178 03/03 06:23:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:23:24 - mmengine - INFO - Epoch(train) [4][1000/5005] lr: 1.0000e-01 eta: 20:39:55 time: 0.1515 data_time: 0.0024 loss: 2.7028 03/03 06:23:38 - mmengine - INFO - Epoch(train) [4][1100/5005] lr: 1.0000e-01 eta: 20:39:23 time: 0.1666 data_time: 0.0022 loss: 2.7179 03/03 06:23:52 - mmengine - INFO - Epoch(train) [4][1200/5005] lr: 1.0000e-01 eta: 20:38:27 time: 0.1426 data_time: 0.0023 loss: 2.6980 03/03 06:24:07 - mmengine - INFO - Epoch(train) [4][1300/5005] lr: 1.0000e-01 eta: 20:37:47 time: 0.1443 data_time: 0.0024 loss: 2.6208 03/03 06:24:22 - mmengine - INFO - Epoch(train) [4][1400/5005] lr: 1.0000e-01 eta: 20:37:13 time: 0.1770 data_time: 0.0022 loss: 3.1447 03/03 06:24:36 - mmengine - INFO - Epoch(train) [4][1500/5005] lr: 1.0000e-01 eta: 20:36:26 time: 0.1433 data_time: 0.0024 loss: 2.8979 03/03 06:24:51 - mmengine - INFO - Epoch(train) [4][1600/5005] lr: 1.0000e-01 eta: 20:35:54 time: 0.1410 data_time: 0.0019 loss: 2.7343 03/03 06:25:06 - mmengine - INFO - Epoch(train) [4][1700/5005] lr: 1.0000e-01 eta: 20:35:23 time: 0.1493 data_time: 0.0022 loss: 2.6082 03/03 06:25:20 - mmengine - INFO - Epoch(train) [4][1800/5005] lr: 1.0000e-01 eta: 20:34:49 time: 0.1438 data_time: 0.0022 loss: 2.7015 03/03 06:25:34 - mmengine - INFO - Epoch(train) [4][1900/5005] lr: 1.0000e-01 eta: 20:34:01 time: 0.1396 data_time: 0.0020 loss: 2.6943 03/03 06:25:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:25:49 - mmengine - INFO - Epoch(train) [4][2000/5005] lr: 1.0000e-01 eta: 20:33:11 time: 0.1338 data_time: 0.0018 loss: 2.8430 03/03 06:26:03 - mmengine - INFO - Epoch(train) [4][2100/5005] lr: 1.0000e-01 eta: 20:32:32 time: 0.1436 data_time: 0.0019 loss: 2.7989 03/03 06:26:17 - mmengine - INFO - Epoch(train) [4][2200/5005] lr: 1.0000e-01 eta: 20:31:39 time: 0.1409 data_time: 0.0019 loss: 2.7691 03/03 06:26:32 - mmengine - INFO - Epoch(train) [4][2300/5005] lr: 1.0000e-01 eta: 20:31:12 time: 0.1476 data_time: 0.0018 loss: 2.8705 03/03 06:26:46 - mmengine - INFO - Epoch(train) [4][2400/5005] lr: 1.0000e-01 eta: 20:30:36 time: 0.1464 data_time: 0.0018 loss: 2.6204 03/03 06:27:01 - mmengine - INFO - Epoch(train) [4][2500/5005] lr: 1.0000e-01 eta: 20:30:05 time: 0.1481 data_time: 0.0018 loss: 2.5494 03/03 06:27:16 - mmengine - INFO - Epoch(train) [4][2600/5005] lr: 1.0000e-01 eta: 20:29:36 time: 0.1446 data_time: 0.0019 loss: 2.7663 03/03 06:27:30 - mmengine - INFO - Epoch(train) [4][2700/5005] lr: 1.0000e-01 eta: 20:28:57 time: 0.1360 data_time: 0.0018 loss: 2.4590 03/03 06:27:44 - mmengine - INFO - Epoch(train) [4][2800/5005] lr: 1.0000e-01 eta: 20:28:06 time: 0.1428 data_time: 0.0020 loss: 2.8242 03/03 06:27:58 - mmengine - INFO - Epoch(train) [4][2900/5005] lr: 1.0000e-01 eta: 20:27:17 time: 0.1400 data_time: 0.0018 loss: 2.7663 03/03 06:28:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:28:13 - mmengine - INFO - Epoch(train) [4][3000/5005] lr: 1.0000e-01 eta: 20:26:43 time: 0.1466 data_time: 0.0019 loss: 2.9583 03/03 06:28:28 - mmengine - INFO - Epoch(train) [4][3100/5005] lr: 1.0000e-01 eta: 20:26:23 time: 0.1460 data_time: 0.0020 loss: 2.7282 03/03 06:28:43 - mmengine - INFO - Epoch(train) [4][3200/5005] lr: 1.0000e-01 eta: 20:26:02 time: 0.1505 data_time: 0.0020 loss: 2.7324 03/03 06:28:59 - mmengine - INFO - Epoch(train) [4][3300/5005] lr: 1.0000e-01 eta: 20:25:53 time: 0.1535 data_time: 0.0019 loss: 2.9219 03/03 06:29:13 - mmengine - INFO - Epoch(train) [4][3400/5005] lr: 1.0000e-01 eta: 20:25:27 time: 0.1428 data_time: 0.0019 loss: 2.5978 03/03 06:29:28 - mmengine - INFO - Epoch(train) [4][3500/5005] lr: 1.0000e-01 eta: 20:24:45 time: 0.1440 data_time: 0.0019 loss: 2.7271 03/03 06:29:42 - mmengine - INFO - Epoch(train) [4][3600/5005] lr: 1.0000e-01 eta: 20:24:16 time: 0.1479 data_time: 0.0019 loss: 2.7244 03/03 06:29:57 - mmengine - INFO - Epoch(train) [4][3700/5005] lr: 1.0000e-01 eta: 20:23:49 time: 0.1441 data_time: 0.0020 loss: 2.6122 03/03 06:30:12 - mmengine - INFO - Epoch(train) [4][3800/5005] lr: 1.0000e-01 eta: 20:23:21 time: 0.1642 data_time: 0.0022 loss: 2.7194 03/03 06:30:26 - mmengine - INFO - Epoch(train) [4][3900/5005] lr: 1.0000e-01 eta: 20:22:40 time: 0.1382 data_time: 0.0021 loss: 2.7327 03/03 06:30:38 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:30:40 - mmengine - INFO - Epoch(train) [4][4000/5005] lr: 1.0000e-01 eta: 20:21:55 time: 0.1420 data_time: 0.0021 loss: 2.7970 03/03 06:30:55 - mmengine - INFO - Epoch(train) [4][4100/5005] lr: 1.0000e-01 eta: 20:21:21 time: 0.1442 data_time: 0.0021 loss: 2.6941 03/03 06:31:09 - mmengine - INFO - Epoch(train) [4][4200/5005] lr: 1.0000e-01 eta: 20:20:46 time: 0.1407 data_time: 0.0021 loss: 2.6757 03/03 06:31:23 - mmengine - INFO - Epoch(train) [4][4300/5005] lr: 1.0000e-01 eta: 20:19:50 time: 0.1396 data_time: 0.0018 loss: 2.7394 03/03 06:31:37 - mmengine - INFO - Epoch(train) [4][4400/5005] lr: 1.0000e-01 eta: 20:19:14 time: 0.1369 data_time: 0.0018 loss: 2.7479 03/03 06:31:52 - mmengine - INFO - Epoch(train) [4][4500/5005] lr: 1.0000e-01 eta: 20:18:40 time: 0.1499 data_time: 0.0018 loss: 2.7349 03/03 06:32:06 - mmengine - INFO - Epoch(train) [4][4600/5005] lr: 1.0000e-01 eta: 20:18:13 time: 0.1481 data_time: 0.0018 loss: 2.6161 03/03 06:32:21 - mmengine - INFO - Epoch(train) [4][4700/5005] lr: 1.0000e-01 eta: 20:17:41 time: 0.1633 data_time: 0.0018 loss: 2.7811 03/03 06:32:35 - mmengine - INFO - Epoch(train) [4][4800/5005] lr: 1.0000e-01 eta: 20:17:06 time: 0.1464 data_time: 0.0022 loss: 2.6772 03/03 06:32:50 - mmengine - INFO - Epoch(train) [4][4900/5005] lr: 1.0000e-01 eta: 20:16:34 time: 0.1428 data_time: 0.0021 loss: 2.5620 03/03 06:33:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:33:04 - mmengine - INFO - Epoch(train) [4][5000/5005] lr: 1.0000e-01 eta: 20:16:04 time: 0.1517 data_time: 0.0030 loss: 2.4586 03/03 06:33:05 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:33:06 - mmengine - INFO - Saving checkpoint at 4 epochs 03/03 06:33:14 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:06 time: 0.0620 data_time: 0.0424 03/03 06:33:43 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 45.3740 accuracy/top5: 71.7480 03/03 06:33:59 - mmengine - INFO - Epoch(train) [5][ 100/5005] lr: 1.0000e-01 eta: 20:15:53 time: 0.1439 data_time: 0.0022 loss: 2.6659 03/03 06:34:13 - mmengine - INFO - Epoch(train) [5][ 200/5005] lr: 1.0000e-01 eta: 20:15:20 time: 0.1515 data_time: 0.0025 loss: 2.5225 03/03 06:34:28 - mmengine - INFO - Epoch(train) [5][ 300/5005] lr: 1.0000e-01 eta: 20:14:57 time: 0.1453 data_time: 0.0021 loss: 2.4954 03/03 06:34:43 - mmengine - INFO - Epoch(train) [5][ 400/5005] lr: 1.0000e-01 eta: 20:14:37 time: 0.1742 data_time: 0.0023 loss: 2.5115 03/03 06:34:58 - mmengine - INFO - Epoch(train) [5][ 500/5005] lr: 1.0000e-01 eta: 20:14:12 time: 0.1455 data_time: 0.0022 loss: 2.6562 03/03 06:35:12 - mmengine - INFO - Epoch(train) [5][ 600/5005] lr: 1.0000e-01 eta: 20:13:33 time: 0.1406 data_time: 0.0021 loss: 2.7270 03/03 06:35:27 - mmengine - INFO - Epoch(train) [5][ 700/5005] lr: 1.0000e-01 eta: 20:13:07 time: 0.1512 data_time: 0.0022 loss: 2.6611 03/03 06:35:42 - mmengine - INFO - Epoch(train) [5][ 800/5005] lr: 1.0000e-01 eta: 20:12:47 time: 0.1489 data_time: 0.0020 loss: 2.7602 03/03 06:35:57 - mmengine - INFO - Epoch(train) [5][ 900/5005] lr: 1.0000e-01 eta: 20:12:24 time: 0.1477 data_time: 0.0022 loss: 2.4311 03/03 06:36:09 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:36:12 - mmengine - INFO - Epoch(train) [5][1000/5005] lr: 1.0000e-01 eta: 20:12:07 time: 0.1440 data_time: 0.0022 loss: 2.6826 03/03 06:36:26 - mmengine - INFO - Epoch(train) [5][1100/5005] lr: 1.0000e-01 eta: 20:11:39 time: 0.1482 data_time: 0.0022 loss: 2.5847 03/03 06:36:42 - mmengine - INFO - Epoch(train) [5][1200/5005] lr: 1.0000e-01 eta: 20:11:27 time: 0.1496 data_time: 0.0023 loss: 2.6623 03/03 06:36:57 - mmengine - INFO - Epoch(train) [5][1300/5005] lr: 1.0000e-01 eta: 20:11:11 time: 0.1739 data_time: 0.0022 loss: 2.5768 03/03 06:37:12 - mmengine - INFO - Epoch(train) [5][1400/5005] lr: 1.0000e-01 eta: 20:10:53 time: 0.1454 data_time: 0.0019 loss: 2.5434 03/03 06:37:27 - mmengine - INFO - Epoch(train) [5][1500/5005] lr: 1.0000e-01 eta: 20:10:26 time: 0.1478 data_time: 0.0021 loss: 2.4596 03/03 06:37:41 - mmengine - INFO - Epoch(train) [5][1600/5005] lr: 1.0000e-01 eta: 20:10:03 time: 0.1494 data_time: 0.0021 loss: 2.5269 03/03 06:37:56 - mmengine - INFO - Epoch(train) [5][1700/5005] lr: 1.0000e-01 eta: 20:09:31 time: 0.1485 data_time: 0.0021 loss: 2.3615 03/03 06:38:11 - mmengine - INFO - Epoch(train) [5][1800/5005] lr: 1.0000e-01 eta: 20:09:11 time: 0.1482 data_time: 0.0019 loss: 2.6764 03/03 06:38:26 - mmengine - INFO - Epoch(train) [5][1900/5005] lr: 1.0000e-01 eta: 20:08:48 time: 0.1470 data_time: 0.0020 loss: 2.7014 03/03 06:38:38 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:38:40 - mmengine - INFO - Epoch(train) [5][2000/5005] lr: 1.0000e-01 eta: 20:08:24 time: 0.1430 data_time: 0.0021 loss: 2.5495 03/03 06:38:55 - mmengine - INFO - Epoch(train) [5][2100/5005] lr: 1.0000e-01 eta: 20:07:56 time: 0.1457 data_time: 0.0019 loss: 2.5692 03/03 06:39:09 - mmengine - INFO - Epoch(train) [5][2200/5005] lr: 1.0000e-01 eta: 20:07:25 time: 0.1424 data_time: 0.0023 loss: 2.6769 03/03 06:39:24 - mmengine - INFO - Epoch(train) [5][2300/5005] lr: 1.0000e-01 eta: 20:06:58 time: 0.1449 data_time: 0.0020 loss: 2.4588 03/03 06:39:38 - mmengine - INFO - Epoch(train) [5][2400/5005] lr: 1.0000e-01 eta: 20:06:20 time: 0.1392 data_time: 0.0020 loss: 2.6653 03/03 06:39:52 - mmengine - INFO - Epoch(train) [5][2500/5005] lr: 1.0000e-01 eta: 20:05:44 time: 0.1443 data_time: 0.0019 loss: 2.3934 03/03 06:40:07 - mmengine - INFO - Epoch(train) [5][2600/5005] lr: 1.0000e-01 eta: 20:05:18 time: 0.1440 data_time: 0.0019 loss: 2.4708 03/03 06:40:22 - mmengine - INFO - Epoch(train) [5][2700/5005] lr: 1.0000e-01 eta: 20:05:02 time: 0.1424 data_time: 0.0018 loss: 2.6568 03/03 06:40:36 - mmengine - INFO - Epoch(train) [5][2800/5005] lr: 1.0000e-01 eta: 20:04:30 time: 0.1390 data_time: 0.0019 loss: 2.3687 03/03 06:40:51 - mmengine - INFO - Epoch(train) [5][2900/5005] lr: 1.0000e-01 eta: 20:03:55 time: 0.1402 data_time: 0.0020 loss: 2.5715 03/03 06:41:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:41:04 - mmengine - INFO - Epoch(train) [5][3000/5005] lr: 1.0000e-01 eta: 20:03:12 time: 0.1321 data_time: 0.0019 loss: 2.8106 03/03 06:41:18 - mmengine - INFO - Epoch(train) [5][3100/5005] lr: 1.0000e-01 eta: 20:02:32 time: 0.1622 data_time: 0.0020 loss: 2.3266 03/03 06:41:32 - mmengine - INFO - Epoch(train) [5][3200/5005] lr: 1.0000e-01 eta: 20:01:47 time: 0.1374 data_time: 0.0020 loss: 2.4569 03/03 06:41:46 - mmengine - INFO - Epoch(train) [5][3300/5005] lr: 1.0000e-01 eta: 20:01:12 time: 0.1403 data_time: 0.0022 loss: 2.4506 03/03 06:42:00 - mmengine - INFO - Epoch(train) [5][3400/5005] lr: 1.0000e-01 eta: 20:00:34 time: 0.1385 data_time: 0.0022 loss: 2.3926 03/03 06:42:14 - mmengine - INFO - Epoch(train) [5][3500/5005] lr: 1.0000e-01 eta: 20:00:03 time: 0.1453 data_time: 0.0024 loss: 2.5029 03/03 06:42:29 - mmengine - INFO - Epoch(train) [5][3600/5005] lr: 1.0000e-01 eta: 19:59:40 time: 0.1457 data_time: 0.0019 loss: 2.4483 03/03 06:42:44 - mmengine - INFO - Epoch(train) [5][3700/5005] lr: 1.0000e-01 eta: 19:59:19 time: 0.1452 data_time: 0.0019 loss: 2.3417 03/03 06:42:59 - mmengine - INFO - Epoch(train) [5][3800/5005] lr: 1.0000e-01 eta: 19:58:58 time: 0.1490 data_time: 0.0022 loss: 2.6939 03/03 06:43:14 - mmengine - INFO - Epoch(train) [5][3900/5005] lr: 1.0000e-01 eta: 19:58:39 time: 0.1425 data_time: 0.0020 loss: 2.4310 03/03 06:43:25 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:43:28 - mmengine - INFO - Epoch(train) [5][4000/5005] lr: 1.0000e-01 eta: 19:58:10 time: 0.1455 data_time: 0.0021 loss: 2.5470 03/03 06:43:43 - mmengine - INFO - Epoch(train) [5][4100/5005] lr: 1.0000e-01 eta: 19:57:52 time: 0.1437 data_time: 0.0020 loss: 2.5915 03/03 06:43:58 - mmengine - INFO - Epoch(train) [5][4200/5005] lr: 1.0000e-01 eta: 19:57:27 time: 0.1501 data_time: 0.0019 loss: 2.4561 03/03 06:44:12 - mmengine - INFO - Epoch(train) [5][4300/5005] lr: 1.0000e-01 eta: 19:57:05 time: 0.1448 data_time: 0.0021 loss: 2.4955 03/03 06:44:27 - mmengine - INFO - Epoch(train) [5][4400/5005] lr: 1.0000e-01 eta: 19:56:45 time: 0.1470 data_time: 0.0020 loss: 2.5208 03/03 06:44:42 - mmengine - INFO - Epoch(train) [5][4500/5005] lr: 1.0000e-01 eta: 19:56:18 time: 0.1396 data_time: 0.0021 loss: 2.6831 03/03 06:44:56 - mmengine - INFO - Epoch(train) [5][4600/5005] lr: 1.0000e-01 eta: 19:55:47 time: 0.1418 data_time: 0.0021 loss: 2.3632 03/03 06:45:10 - mmengine - INFO - Epoch(train) [5][4700/5005] lr: 1.0000e-01 eta: 19:55:14 time: 0.1424 data_time: 0.0019 loss: 2.4982 03/03 06:45:24 - mmengine - INFO - Epoch(train) [5][4800/5005] lr: 1.0000e-01 eta: 19:54:43 time: 0.1445 data_time: 0.0020 loss: 2.4584 03/03 06:45:39 - mmengine - INFO - Epoch(train) [5][4900/5005] lr: 1.0000e-01 eta: 19:54:19 time: 0.1400 data_time: 0.0020 loss: 2.4116 03/03 06:45:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:45:54 - mmengine - INFO - Epoch(train) [5][5000/5005] lr: 1.0000e-01 eta: 19:54:04 time: 0.1472 data_time: 0.0029 loss: 2.6407 03/03 06:45:55 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:45:55 - mmengine - INFO - Saving checkpoint at 5 epochs 03/03 06:46:03 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:06 time: 0.0618 data_time: 0.0423 03/03 06:46:31 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 48.7280 accuracy/top5: 74.6740 03/03 06:46:46 - mmengine - INFO - Epoch(train) [6][ 100/5005] lr: 1.0000e-01 eta: 19:53:38 time: 0.1328 data_time: 0.0023 loss: 2.5340 03/03 06:47:00 - mmengine - INFO - Epoch(train) [6][ 200/5005] lr: 1.0000e-01 eta: 19:52:58 time: 0.1427 data_time: 0.0023 loss: 2.4615 03/03 06:47:15 - mmengine - INFO - Epoch(train) [6][ 300/5005] lr: 1.0000e-01 eta: 19:52:38 time: 0.1714 data_time: 0.0022 loss: 2.4125 03/03 06:47:28 - mmengine - INFO - Epoch(train) [6][ 400/5005] lr: 1.0000e-01 eta: 19:52:00 time: 0.1475 data_time: 0.0022 loss: 2.4260 03/03 06:47:42 - mmengine - INFO - Epoch(train) [6][ 500/5005] lr: 1.0000e-01 eta: 19:51:27 time: 0.1409 data_time: 0.0021 loss: 2.4071 03/03 06:47:57 - mmengine - INFO - Epoch(train) [6][ 600/5005] lr: 1.0000e-01 eta: 19:50:53 time: 0.1401 data_time: 0.0021 loss: 2.4191 03/03 06:48:11 - mmengine - INFO - Epoch(train) [6][ 700/5005] lr: 1.0000e-01 eta: 19:50:21 time: 0.1706 data_time: 0.0020 loss: 2.5113 03/03 06:48:25 - mmengine - INFO - Epoch(train) [6][ 800/5005] lr: 1.0000e-01 eta: 19:49:54 time: 0.1373 data_time: 0.0020 loss: 2.3845 03/03 06:48:40 - mmengine - INFO - Epoch(train) [6][ 900/5005] lr: 1.0000e-01 eta: 19:49:28 time: 0.1389 data_time: 0.0021 loss: 2.2828 03/03 06:48:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:48:54 - mmengine - INFO - Epoch(train) [6][1000/5005] lr: 1.0000e-01 eta: 19:48:57 time: 0.1420 data_time: 0.0019 loss: 2.6210 03/03 06:49:07 - mmengine - INFO - Epoch(train) [6][1100/5005] lr: 1.0000e-01 eta: 19:48:17 time: 0.1395 data_time: 0.0020 loss: 2.2293 03/03 06:49:21 - mmengine - INFO - Epoch(train) [6][1200/5005] lr: 1.0000e-01 eta: 19:47:43 time: 0.1419 data_time: 0.0021 loss: 2.4025 03/03 06:49:36 - mmengine - INFO - Epoch(train) [6][1300/5005] lr: 1.0000e-01 eta: 19:47:13 time: 0.1436 data_time: 0.0019 loss: 2.6399 03/03 06:49:50 - mmengine - INFO - Epoch(train) [6][1400/5005] lr: 1.0000e-01 eta: 19:46:39 time: 0.1403 data_time: 0.0019 loss: 2.5126 03/03 06:50:04 - mmengine - INFO - Epoch(train) [6][1500/5005] lr: 1.0000e-01 eta: 19:46:13 time: 0.1441 data_time: 0.0020 loss: 2.3623 03/03 06:50:18 - mmengine - INFO - Epoch(train) [6][1600/5005] lr: 1.0000e-01 eta: 19:45:43 time: 0.1407 data_time: 0.0020 loss: 2.4390 03/03 06:50:33 - mmengine - INFO - Epoch(train) [6][1700/5005] lr: 1.0000e-01 eta: 19:45:16 time: 0.1443 data_time: 0.0020 loss: 2.2293 03/03 06:50:47 - mmengine - INFO - Epoch(train) [6][1800/5005] lr: 1.0000e-01 eta: 19:44:51 time: 0.1441 data_time: 0.0021 loss: 2.5481 03/03 06:51:02 - mmengine - INFO - Epoch(train) [6][1900/5005] lr: 1.0000e-01 eta: 19:44:38 time: 0.1473 data_time: 0.0020 loss: 2.4719 03/03 06:51:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:51:17 - mmengine - INFO - Epoch(train) [6][2000/5005] lr: 1.0000e-01 eta: 19:44:14 time: 0.1361 data_time: 0.0019 loss: 2.6329 03/03 06:51:31 - mmengine - INFO - Epoch(train) [6][2100/5005] lr: 1.0000e-01 eta: 19:43:40 time: 0.1432 data_time: 0.0019 loss: 2.4846 03/03 06:51:45 - mmengine - INFO - Epoch(train) [6][2200/5005] lr: 1.0000e-01 eta: 19:43:21 time: 0.1477 data_time: 0.0020 loss: 2.5490 03/03 06:52:00 - mmengine - INFO - Epoch(train) [6][2300/5005] lr: 1.0000e-01 eta: 19:43:07 time: 0.1491 data_time: 0.0020 loss: 2.6280 03/03 06:52:15 - mmengine - INFO - Epoch(train) [6][2400/5005] lr: 1.0000e-01 eta: 19:42:41 time: 0.1400 data_time: 0.0019 loss: 2.4821 03/03 06:52:29 - mmengine - INFO - Epoch(train) [6][2500/5005] lr: 1.0000e-01 eta: 19:42:09 time: 0.1382 data_time: 0.0020 loss: 2.7236 03/03 06:52:43 - mmengine - INFO - Epoch(train) [6][2600/5005] lr: 1.0000e-01 eta: 19:41:41 time: 0.1475 data_time: 0.0021 loss: 2.3355 03/03 06:52:57 - mmengine - INFO - Epoch(train) [6][2700/5005] lr: 1.0000e-01 eta: 19:41:12 time: 0.1419 data_time: 0.0021 loss: 2.4109 03/03 06:53:12 - mmengine - INFO - Epoch(train) [6][2800/5005] lr: 1.0000e-01 eta: 19:40:43 time: 0.1387 data_time: 0.0021 loss: 2.3819 03/03 06:53:26 - mmengine - INFO - Epoch(train) [6][2900/5005] lr: 1.0000e-01 eta: 19:40:12 time: 0.1399 data_time: 0.0020 loss: 2.5428 03/03 06:53:36 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:53:39 - mmengine - INFO - Epoch(train) [6][3000/5005] lr: 1.0000e-01 eta: 19:39:38 time: 0.1399 data_time: 0.0021 loss: 2.4580 03/03 06:53:54 - mmengine - INFO - Epoch(train) [6][3100/5005] lr: 1.0000e-01 eta: 19:39:10 time: 0.1397 data_time: 0.0021 loss: 2.6169 03/03 06:54:08 - mmengine - INFO - Epoch(train) [6][3200/5005] lr: 1.0000e-01 eta: 19:38:46 time: 0.1647 data_time: 0.0021 loss: 2.4950 03/03 06:54:22 - mmengine - INFO - Epoch(train) [6][3300/5005] lr: 1.0000e-01 eta: 19:38:19 time: 0.1409 data_time: 0.0024 loss: 2.2771 03/03 06:54:37 - mmengine - INFO - Epoch(train) [6][3400/5005] lr: 1.0000e-01 eta: 19:37:53 time: 0.1401 data_time: 0.0022 loss: 2.4384 03/03 06:54:51 - mmengine - INFO - Epoch(train) [6][3500/5005] lr: 1.0000e-01 eta: 19:37:23 time: 0.1368 data_time: 0.0022 loss: 2.5961 03/03 06:55:05 - mmengine - INFO - Epoch(train) [6][3600/5005] lr: 1.0000e-01 eta: 19:36:59 time: 0.1609 data_time: 0.0021 loss: 2.4712 03/03 06:55:19 - mmengine - INFO - Epoch(train) [6][3700/5005] lr: 1.0000e-01 eta: 19:36:28 time: 0.1390 data_time: 0.0020 loss: 2.5746 03/03 06:55:34 - mmengine - INFO - Epoch(train) [6][3800/5005] lr: 1.0000e-01 eta: 19:36:02 time: 0.1438 data_time: 0.0021 loss: 2.4757 03/03 06:55:47 - mmengine - INFO - Epoch(train) [6][3900/5005] lr: 1.0000e-01 eta: 19:35:28 time: 0.1379 data_time: 0.0019 loss: 2.3791 03/03 06:55:58 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:56:02 - mmengine - INFO - Epoch(train) [6][4000/5005] lr: 1.0000e-01 eta: 19:35:03 time: 0.1432 data_time: 0.0019 loss: 2.3738 03/03 06:56:16 - mmengine - INFO - Epoch(train) [6][4100/5005] lr: 1.0000e-01 eta: 19:34:31 time: 0.1398 data_time: 0.0020 loss: 2.2774 03/03 06:56:30 - mmengine - INFO - Epoch(train) [6][4200/5005] lr: 1.0000e-01 eta: 19:33:59 time: 0.1414 data_time: 0.0020 loss: 2.6861 03/03 06:56:44 - mmengine - INFO - Epoch(train) [6][4300/5005] lr: 1.0000e-01 eta: 19:33:35 time: 0.1424 data_time: 0.0019 loss: 2.3956 03/03 06:56:59 - mmengine - INFO - Epoch(train) [6][4400/5005] lr: 1.0000e-01 eta: 19:33:17 time: 0.1461 data_time: 0.0019 loss: 2.4486 03/03 06:57:13 - mmengine - INFO - Epoch(train) [6][4500/5005] lr: 1.0000e-01 eta: 19:32:52 time: 0.1441 data_time: 0.0021 loss: 2.3772 03/03 06:57:28 - mmengine - INFO - Epoch(train) [6][4600/5005] lr: 1.0000e-01 eta: 19:32:31 time: 0.1437 data_time: 0.0020 loss: 2.3338 03/03 06:57:42 - mmengine - INFO - Epoch(train) [6][4700/5005] lr: 1.0000e-01 eta: 19:32:11 time: 0.1458 data_time: 0.0020 loss: 2.2864 03/03 06:57:57 - mmengine - INFO - Epoch(train) [6][4800/5005] lr: 1.0000e-01 eta: 19:31:48 time: 0.1433 data_time: 0.0020 loss: 2.3570 03/03 06:58:11 - mmengine - INFO - Epoch(train) [6][4900/5005] lr: 1.0000e-01 eta: 19:31:25 time: 0.1471 data_time: 0.0021 loss: 2.4125 03/03 06:58:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:58:25 - mmengine - INFO - Epoch(train) [6][5000/5005] lr: 1.0000e-01 eta: 19:30:53 time: 0.1368 data_time: 0.0028 loss: 2.5922 03/03 06:58:26 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 06:58:26 - mmengine - INFO - Saving checkpoint at 6 epochs 03/03 06:58:34 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:06 time: 0.0659 data_time: 0.0478 03/03 06:59:02 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 50.7440 accuracy/top5: 76.8260 03/03 06:59:18 - mmengine - INFO - Epoch(train) [7][ 100/5005] lr: 1.0000e-01 eta: 19:30:46 time: 0.1498 data_time: 0.0021 loss: 2.3363 03/03 06:59:33 - mmengine - INFO - Epoch(train) [7][ 200/5005] lr: 1.0000e-01 eta: 19:30:32 time: 0.1457 data_time: 0.0026 loss: 2.4254 03/03 06:59:47 - mmengine - INFO - Epoch(train) [7][ 300/5005] lr: 1.0000e-01 eta: 19:30:10 time: 0.1393 data_time: 0.0023 loss: 2.4929 03/03 07:00:02 - mmengine - INFO - Epoch(train) [7][ 400/5005] lr: 1.0000e-01 eta: 19:29:49 time: 0.1463 data_time: 0.0022 loss: 2.3994 03/03 07:00:16 - mmengine - INFO - Epoch(train) [7][ 500/5005] lr: 1.0000e-01 eta: 19:29:30 time: 0.1495 data_time: 0.0022 loss: 2.4034 03/03 07:00:31 - mmengine - INFO - Epoch(train) [7][ 600/5005] lr: 1.0000e-01 eta: 19:29:02 time: 0.1363 data_time: 0.0023 loss: 2.2850 03/03 07:00:44 - mmengine - INFO - Epoch(train) [7][ 700/5005] lr: 1.0000e-01 eta: 19:28:31 time: 0.1367 data_time: 0.0020 loss: 2.2772 03/03 07:00:59 - mmengine - INFO - Epoch(train) [7][ 800/5005] lr: 1.0000e-01 eta: 19:28:04 time: 0.1446 data_time: 0.0023 loss: 2.2941 03/03 07:01:13 - mmengine - INFO - Epoch(train) [7][ 900/5005] lr: 1.0000e-01 eta: 19:27:40 time: 0.1428 data_time: 0.0022 loss: 2.4519 03/03 07:01:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:01:28 - mmengine - INFO - Epoch(train) [7][1000/5005] lr: 1.0000e-01 eta: 19:27:27 time: 0.1447 data_time: 0.0022 loss: 1.9986 03/03 07:01:43 - mmengine - INFO - Epoch(train) [7][1100/5005] lr: 1.0000e-01 eta: 19:27:10 time: 0.1482 data_time: 0.0021 loss: 2.4223 03/03 07:01:57 - mmengine - INFO - Epoch(train) [7][1200/5005] lr: 1.0000e-01 eta: 19:26:48 time: 0.1427 data_time: 0.0020 loss: 2.5210 03/03 07:02:12 - mmengine - INFO - Epoch(train) [7][1300/5005] lr: 1.0000e-01 eta: 19:26:30 time: 0.1486 data_time: 0.0022 loss: 2.4528 03/03 07:02:27 - mmengine - INFO - Epoch(train) [7][1400/5005] lr: 1.0000e-01 eta: 19:26:22 time: 0.1502 data_time: 0.0021 loss: 2.3613 03/03 07:02:43 - mmengine - INFO - Epoch(train) [7][1500/5005] lr: 1.0000e-01 eta: 19:26:13 time: 0.1505 data_time: 0.0023 loss: 2.2187 03/03 07:02:58 - mmengine - INFO - Epoch(train) [7][1600/5005] lr: 1.0000e-01 eta: 19:25:58 time: 0.1470 data_time: 0.0021 loss: 2.4689 03/03 07:03:13 - mmengine - INFO - Epoch(train) [7][1700/5005] lr: 1.0000e-01 eta: 19:25:48 time: 0.1732 data_time: 0.0021 loss: 2.5950 03/03 07:03:28 - mmengine - INFO - Epoch(train) [7][1800/5005] lr: 1.0000e-01 eta: 19:25:29 time: 0.1405 data_time: 0.0022 loss: 2.6809 03/03 07:03:42 - mmengine - INFO - Epoch(train) [7][1900/5005] lr: 1.0000e-01 eta: 19:25:01 time: 0.1402 data_time: 0.0021 loss: 2.4357 03/03 07:03:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:03:56 - mmengine - INFO - Epoch(train) [7][2000/5005] lr: 1.0000e-01 eta: 19:24:43 time: 0.1471 data_time: 0.0021 loss: 2.1977 03/03 07:04:11 - mmengine - INFO - Epoch(train) [7][2100/5005] lr: 1.0000e-01 eta: 19:24:29 time: 0.1497 data_time: 0.0025 loss: 2.3945 03/03 07:04:26 - mmengine - INFO - Epoch(train) [7][2200/5005] lr: 1.0000e-01 eta: 19:24:15 time: 0.1466 data_time: 0.0020 loss: 2.2761 03/03 07:04:41 - mmengine - INFO - Epoch(train) [7][2300/5005] lr: 1.0000e-01 eta: 19:23:55 time: 0.1413 data_time: 0.0018 loss: 2.4557 03/03 07:04:55 - mmengine - INFO - Epoch(train) [7][2400/5005] lr: 1.0000e-01 eta: 19:23:33 time: 0.1445 data_time: 0.0020 loss: 2.6689 03/03 07:05:10 - mmengine - INFO - Epoch(train) [7][2500/5005] lr: 1.0000e-01 eta: 19:23:15 time: 0.1488 data_time: 0.0022 loss: 2.3986 03/03 07:05:25 - mmengine - INFO - Epoch(train) [7][2600/5005] lr: 1.0000e-01 eta: 19:22:57 time: 0.1470 data_time: 0.0020 loss: 2.5462 03/03 07:05:40 - mmengine - INFO - Epoch(train) [7][2700/5005] lr: 1.0000e-01 eta: 19:22:46 time: 0.1700 data_time: 0.0018 loss: 2.4151 03/03 07:05:55 - mmengine - INFO - Epoch(train) [7][2800/5005] lr: 1.0000e-01 eta: 19:22:27 time: 0.1466 data_time: 0.0018 loss: 2.3943 03/03 07:06:10 - mmengine - INFO - Epoch(train) [7][2900/5005] lr: 1.0000e-01 eta: 19:22:10 time: 0.1405 data_time: 0.0020 loss: 2.4792 03/03 07:06:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:06:24 - mmengine - INFO - Epoch(train) [7][3000/5005] lr: 1.0000e-01 eta: 19:21:50 time: 0.1489 data_time: 0.0020 loss: 2.1253 03/03 07:06:39 - mmengine - INFO - Epoch(train) [7][3100/5005] lr: 1.0000e-01 eta: 19:21:37 time: 0.1437 data_time: 0.0023 loss: 2.4033 03/03 07:06:53 - mmengine - INFO - Epoch(train) [7][3200/5005] lr: 1.0000e-01 eta: 19:21:13 time: 0.1443 data_time: 0.0021 loss: 2.1441 03/03 07:07:08 - mmengine - INFO - Epoch(train) [7][3300/5005] lr: 1.0000e-01 eta: 19:20:56 time: 0.1455 data_time: 0.0021 loss: 2.2632 03/03 07:07:23 - mmengine - INFO - Epoch(train) [7][3400/5005] lr: 1.0000e-01 eta: 19:20:43 time: 0.1472 data_time: 0.0020 loss: 2.5260 03/03 07:07:38 - mmengine - INFO - Epoch(train) [7][3500/5005] lr: 1.0000e-01 eta: 19:20:23 time: 0.1492 data_time: 0.0019 loss: 2.1114 03/03 07:07:53 - mmengine - INFO - Epoch(train) [7][3600/5005] lr: 1.0000e-01 eta: 19:20:12 time: 0.1499 data_time: 0.0018 loss: 2.4299 03/03 07:08:08 - mmengine - INFO - Epoch(train) [7][3700/5005] lr: 1.0000e-01 eta: 19:19:56 time: 0.1463 data_time: 0.0019 loss: 2.4743 03/03 07:08:23 - mmengine - INFO - Epoch(train) [7][3800/5005] lr: 1.0000e-01 eta: 19:19:41 time: 0.1493 data_time: 0.0018 loss: 2.3698 03/03 07:08:38 - mmengine - INFO - Epoch(train) [7][3900/5005] lr: 1.0000e-01 eta: 19:19:29 time: 0.1490 data_time: 0.0020 loss: 2.2420 03/03 07:08:49 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:08:53 - mmengine - INFO - Epoch(train) [7][4000/5005] lr: 1.0000e-01 eta: 19:19:19 time: 0.1735 data_time: 0.0019 loss: 2.2825 03/03 07:09:09 - mmengine - INFO - Epoch(train) [7][4100/5005] lr: 1.0000e-01 eta: 19:19:09 time: 0.1679 data_time: 0.0020 loss: 2.3391 03/03 07:09:23 - mmengine - INFO - Epoch(train) [7][4200/5005] lr: 1.0000e-01 eta: 19:18:47 time: 0.1476 data_time: 0.0021 loss: 2.2486 03/03 07:09:38 - mmengine - INFO - Epoch(train) [7][4300/5005] lr: 1.0000e-01 eta: 19:18:32 time: 0.1476 data_time: 0.0021 loss: 2.4182 03/03 07:09:53 - mmengine - INFO - Epoch(train) [7][4400/5005] lr: 1.0000e-01 eta: 19:18:15 time: 0.1353 data_time: 0.0021 loss: 2.2882 03/03 07:10:07 - mmengine - INFO - Epoch(train) [7][4500/5005] lr: 1.0000e-01 eta: 19:17:52 time: 0.1451 data_time: 0.0019 loss: 2.4004 03/03 07:10:22 - mmengine - INFO - Epoch(train) [7][4600/5005] lr: 1.0000e-01 eta: 19:17:35 time: 0.1701 data_time: 0.0022 loss: 2.4121 03/03 07:10:36 - mmengine - INFO - Epoch(train) [7][4700/5005] lr: 1.0000e-01 eta: 19:17:13 time: 0.1382 data_time: 0.0020 loss: 2.1929 03/03 07:10:51 - mmengine - INFO - Epoch(train) [7][4800/5005] lr: 1.0000e-01 eta: 19:16:55 time: 0.1447 data_time: 0.0018 loss: 2.3497 03/03 07:11:05 - mmengine - INFO - Epoch(train) [7][4900/5005] lr: 1.0000e-01 eta: 19:16:35 time: 0.1494 data_time: 0.0021 loss: 2.2293 03/03 07:11:15 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:11:20 - mmengine - INFO - Epoch(train) [7][5000/5005] lr: 1.0000e-01 eta: 19:16:12 time: 0.1399 data_time: 0.0029 loss: 2.4448 03/03 07:11:20 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:11:21 - mmengine - INFO - Saving checkpoint at 7 epochs 03/03 07:11:28 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:06 time: 0.0584 data_time: 0.0405 03/03 07:11:57 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 47.3320 accuracy/top5: 73.2600 03/03 07:12:12 - mmengine - INFO - Epoch(train) [8][ 100/5005] lr: 1.0000e-01 eta: 19:16:02 time: 0.1440 data_time: 0.0020 loss: 2.2776 03/03 07:12:27 - mmengine - INFO - Epoch(train) [8][ 200/5005] lr: 1.0000e-01 eta: 19:15:42 time: 0.1492 data_time: 0.0020 loss: 2.4475 03/03 07:12:41 - mmengine - INFO - Epoch(train) [8][ 300/5005] lr: 1.0000e-01 eta: 19:15:23 time: 0.1389 data_time: 0.0020 loss: 2.2603 03/03 07:12:56 - mmengine - INFO - Epoch(train) [8][ 400/5005] lr: 1.0000e-01 eta: 19:15:08 time: 0.1484 data_time: 0.0020 loss: 2.2584 03/03 07:13:10 - mmengine - INFO - Epoch(train) [8][ 500/5005] lr: 1.0000e-01 eta: 19:14:44 time: 0.1376 data_time: 0.0019 loss: 2.3123 03/03 07:13:25 - mmengine - INFO - Epoch(train) [8][ 600/5005] lr: 1.0000e-01 eta: 19:14:26 time: 0.1424 data_time: 0.0023 loss: 2.2654 03/03 07:13:39 - mmengine - INFO - Epoch(train) [8][ 700/5005] lr: 1.0000e-01 eta: 19:14:02 time: 0.1361 data_time: 0.0021 loss: 2.5449 03/03 07:13:54 - mmengine - INFO - Epoch(train) [8][ 800/5005] lr: 1.0000e-01 eta: 19:13:48 time: 0.1428 data_time: 0.0020 loss: 2.2327 03/03 07:14:09 - mmengine - INFO - Epoch(train) [8][ 900/5005] lr: 1.0000e-01 eta: 19:13:27 time: 0.1481 data_time: 0.0021 loss: 2.2449 03/03 07:14:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:14:24 - mmengine - INFO - Epoch(train) [8][1000/5005] lr: 1.0000e-01 eta: 19:13:17 time: 0.1471 data_time: 0.0020 loss: 2.2347 03/03 07:14:39 - mmengine - INFO - Epoch(train) [8][1100/5005] lr: 1.0000e-01 eta: 19:12:57 time: 0.1455 data_time: 0.0023 loss: 2.2050 03/03 07:14:54 - mmengine - INFO - Epoch(train) [8][1200/5005] lr: 1.0000e-01 eta: 19:12:46 time: 0.1529 data_time: 0.0020 loss: 2.3100 03/03 07:15:09 - mmengine - INFO - Epoch(train) [8][1300/5005] lr: 1.0000e-01 eta: 19:12:35 time: 0.1431 data_time: 0.0020 loss: 2.3580 03/03 07:15:23 - mmengine - INFO - Epoch(train) [8][1400/5005] lr: 1.0000e-01 eta: 19:12:14 time: 0.1403 data_time: 0.0020 loss: 2.4665 03/03 07:15:37 - mmengine - INFO - Epoch(train) [8][1500/5005] lr: 1.0000e-01 eta: 19:11:43 time: 0.1368 data_time: 0.0019 loss: 2.3348 03/03 07:15:52 - mmengine - INFO - Epoch(train) [8][1600/5005] lr: 1.0000e-01 eta: 19:11:22 time: 0.1483 data_time: 0.0020 loss: 2.3958 03/03 07:16:06 - mmengine - INFO - Epoch(train) [8][1700/5005] lr: 1.0000e-01 eta: 19:11:04 time: 0.1488 data_time: 0.0021 loss: 2.3703 03/03 07:16:21 - mmengine - INFO - Epoch(train) [8][1800/5005] lr: 1.0000e-01 eta: 19:10:49 time: 0.1481 data_time: 0.0023 loss: 2.1225 03/03 07:16:36 - mmengine - INFO - Epoch(train) [8][1900/5005] lr: 1.0000e-01 eta: 19:10:33 time: 0.1490 data_time: 0.0020 loss: 2.2189 03/03 07:16:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:16:51 - mmengine - INFO - Epoch(train) [8][2000/5005] lr: 1.0000e-01 eta: 19:10:14 time: 0.1424 data_time: 0.0019 loss: 2.3610 03/03 07:17:06 - mmengine - INFO - Epoch(train) [8][2100/5005] lr: 1.0000e-01 eta: 19:10:01 time: 0.1489 data_time: 0.0018 loss: 2.4556 03/03 07:17:21 - mmengine - INFO - Epoch(train) [8][2200/5005] lr: 1.0000e-01 eta: 19:09:47 time: 0.1496 data_time: 0.0018 loss: 2.2174 03/03 07:17:35 - mmengine - INFO - Epoch(train) [8][2300/5005] lr: 1.0000e-01 eta: 19:09:28 time: 0.1486 data_time: 0.0018 loss: 2.5210 03/03 07:17:50 - mmengine - INFO - Epoch(train) [8][2400/5005] lr: 1.0000e-01 eta: 19:09:13 time: 0.1476 data_time: 0.0020 loss: 2.2089 03/03 07:18:05 - mmengine - INFO - Epoch(train) [8][2500/5005] lr: 1.0000e-01 eta: 19:08:54 time: 0.1462 data_time: 0.0018 loss: 2.3838 03/03 07:18:19 - mmengine - INFO - Epoch(train) [8][2600/5005] lr: 1.0000e-01 eta: 19:08:37 time: 0.1441 data_time: 0.0019 loss: 2.4463 03/03 07:18:34 - mmengine - INFO - Epoch(train) [8][2700/5005] lr: 1.0000e-01 eta: 19:08:20 time: 0.1475 data_time: 0.0021 loss: 2.3938 03/03 07:18:49 - mmengine - INFO - Epoch(train) [8][2800/5005] lr: 1.0000e-01 eta: 19:08:05 time: 0.1467 data_time: 0.0020 loss: 2.4020 03/03 07:19:04 - mmengine - INFO - Epoch(train) [8][2900/5005] lr: 1.0000e-01 eta: 19:07:45 time: 0.1441 data_time: 0.0022 loss: 1.9736 03/03 07:19:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:19:18 - mmengine - INFO - Epoch(train) [8][3000/5005] lr: 1.0000e-01 eta: 19:07:20 time: 0.1413 data_time: 0.0021 loss: 2.3805 03/03 07:19:31 - mmengine - INFO - Epoch(train) [8][3100/5005] lr: 1.0000e-01 eta: 19:06:51 time: 0.1358 data_time: 0.0021 loss: 2.3007 03/03 07:19:46 - mmengine - INFO - Epoch(train) [8][3200/5005] lr: 1.0000e-01 eta: 19:06:36 time: 0.1444 data_time: 0.0017 loss: 2.3726 03/03 07:20:01 - mmengine - INFO - Epoch(train) [8][3300/5005] lr: 1.0000e-01 eta: 19:06:20 time: 0.1486 data_time: 0.0017 loss: 2.6530 03/03 07:20:16 - mmengine - INFO - Epoch(train) [8][3400/5005] lr: 1.0000e-01 eta: 19:06:06 time: 0.1483 data_time: 0.0018 loss: 2.2702 03/03 07:20:31 - mmengine - INFO - Epoch(train) [8][3500/5005] lr: 1.0000e-01 eta: 19:05:51 time: 0.1445 data_time: 0.0018 loss: 2.2954 03/03 07:20:45 - mmengine - INFO - Epoch(train) [8][3600/5005] lr: 1.0000e-01 eta: 19:05:31 time: 0.1422 data_time: 0.0021 loss: 2.4850 03/03 07:21:00 - mmengine - INFO - Epoch(train) [8][3700/5005] lr: 1.0000e-01 eta: 19:05:16 time: 0.1458 data_time: 0.0022 loss: 2.3570 03/03 07:21:15 - mmengine - INFO - Epoch(train) [8][3800/5005] lr: 1.0000e-01 eta: 19:05:00 time: 0.1439 data_time: 0.0020 loss: 2.4234 03/03 07:21:30 - mmengine - INFO - Epoch(train) [8][3900/5005] lr: 1.0000e-01 eta: 19:04:39 time: 0.1474 data_time: 0.0019 loss: 2.4055 03/03 07:21:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:21:44 - mmengine - INFO - Epoch(train) [8][4000/5005] lr: 1.0000e-01 eta: 19:04:22 time: 0.1395 data_time: 0.0021 loss: 2.1605 03/03 07:21:58 - mmengine - INFO - Epoch(train) [8][4100/5005] lr: 1.0000e-01 eta: 19:03:56 time: 0.1379 data_time: 0.0022 loss: 2.5023 03/03 07:22:12 - mmengine - INFO - Epoch(train) [8][4200/5005] lr: 1.0000e-01 eta: 19:03:33 time: 0.1386 data_time: 0.0021 loss: 2.2610 03/03 07:22:27 - mmengine - INFO - Epoch(train) [8][4300/5005] lr: 1.0000e-01 eta: 19:03:08 time: 0.1422 data_time: 0.0021 loss: 2.1834 03/03 07:22:40 - mmengine - INFO - Epoch(train) [8][4400/5005] lr: 1.0000e-01 eta: 19:02:42 time: 0.1377 data_time: 0.0020 loss: 2.3336 03/03 07:22:54 - mmengine - INFO - Epoch(train) [8][4500/5005] lr: 1.0000e-01 eta: 19:02:16 time: 0.1693 data_time: 0.0020 loss: 2.3802 03/03 07:23:09 - mmengine - INFO - Epoch(train) [8][4600/5005] lr: 1.0000e-01 eta: 19:02:02 time: 0.1421 data_time: 0.0020 loss: 2.4800 03/03 07:23:24 - mmengine - INFO - Epoch(train) [8][4700/5005] lr: 1.0000e-01 eta: 19:01:41 time: 0.1454 data_time: 0.0020 loss: 2.2235 03/03 07:23:38 - mmengine - INFO - Epoch(train) [8][4800/5005] lr: 1.0000e-01 eta: 19:01:24 time: 0.1426 data_time: 0.0021 loss: 2.3483 03/03 07:23:52 - mmengine - INFO - Epoch(train) [8][4900/5005] lr: 1.0000e-01 eta: 19:00:59 time: 0.1373 data_time: 0.0021 loss: 2.2096 03/03 07:24:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:24:06 - mmengine - INFO - Epoch(train) [8][5000/5005] lr: 1.0000e-01 eta: 19:00:32 time: 0.1377 data_time: 0.0030 loss: 2.2017 03/03 07:24:07 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:24:07 - mmengine - INFO - Saving checkpoint at 8 epochs 03/03 07:24:15 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:06 time: 0.0674 data_time: 0.0476 03/03 07:24:45 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 51.5560 accuracy/top5: 77.1380 03/03 07:25:01 - mmengine - INFO - Epoch(train) [9][ 100/5005] lr: 1.0000e-01 eta: 19:00:28 time: 0.1497 data_time: 0.0022 loss: 2.1524 03/03 07:25:16 - mmengine - INFO - Epoch(train) [9][ 200/5005] lr: 1.0000e-01 eta: 19:00:14 time: 0.1755 data_time: 0.0021 loss: 2.4852 03/03 07:25:31 - mmengine - INFO - Epoch(train) [9][ 300/5005] lr: 1.0000e-01 eta: 18:59:56 time: 0.1428 data_time: 0.0021 loss: 2.2595 03/03 07:25:45 - mmengine - INFO - Epoch(train) [9][ 400/5005] lr: 1.0000e-01 eta: 18:59:31 time: 0.1406 data_time: 0.0021 loss: 2.2791 03/03 07:25:59 - mmengine - INFO - Epoch(train) [9][ 500/5005] lr: 1.0000e-01 eta: 18:59:05 time: 0.1391 data_time: 0.0020 loss: 2.2135 03/03 07:26:13 - mmengine - INFO - Epoch(train) [9][ 600/5005] lr: 1.0000e-01 eta: 18:58:41 time: 0.1455 data_time: 0.0022 loss: 2.3644 03/03 07:26:27 - mmengine - INFO - Epoch(train) [9][ 700/5005] lr: 1.0000e-01 eta: 18:58:22 time: 0.1495 data_time: 0.0020 loss: 2.3451 03/03 07:26:43 - mmengine - INFO - Epoch(train) [9][ 800/5005] lr: 1.0000e-01 eta: 18:58:10 time: 0.1440 data_time: 0.0021 loss: 2.5419 03/03 07:26:57 - mmengine - INFO - Epoch(train) [9][ 900/5005] lr: 1.0000e-01 eta: 18:57:54 time: 0.1455 data_time: 0.0021 loss: 2.4292 03/03 07:27:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:27:12 - mmengine - INFO - Epoch(train) [9][1000/5005] lr: 1.0000e-01 eta: 18:57:32 time: 0.1422 data_time: 0.0019 loss: 2.4003 03/03 07:27:26 - mmengine - INFO - Epoch(train) [9][1100/5005] lr: 1.0000e-01 eta: 18:57:10 time: 0.1420 data_time: 0.0020 loss: 2.1371 03/03 07:27:40 - mmengine - INFO - Epoch(train) [9][1200/5005] lr: 1.0000e-01 eta: 18:56:50 time: 0.1386 data_time: 0.0020 loss: 2.4149 03/03 07:27:54 - mmengine - INFO - Epoch(train) [9][1300/5005] lr: 1.0000e-01 eta: 18:56:23 time: 0.1378 data_time: 0.0020 loss: 2.2447 03/03 07:28:08 - mmengine - INFO - Epoch(train) [9][1400/5005] lr: 1.0000e-01 eta: 18:56:00 time: 0.1410 data_time: 0.0020 loss: 2.3405 03/03 07:28:23 - mmengine - INFO - Epoch(train) [9][1500/5005] lr: 1.0000e-01 eta: 18:55:41 time: 0.1627 data_time: 0.0020 loss: 2.4466 03/03 07:28:37 - mmengine - INFO - Epoch(train) [9][1600/5005] lr: 1.0000e-01 eta: 18:55:22 time: 0.1430 data_time: 0.0020 loss: 2.3111 03/03 07:28:51 - mmengine - INFO - Epoch(train) [9][1700/5005] lr: 1.0000e-01 eta: 18:54:56 time: 0.1375 data_time: 0.0020 loss: 2.2702 03/03 07:29:05 - mmengine - INFO - Epoch(train) [9][1800/5005] lr: 1.0000e-01 eta: 18:54:32 time: 0.1407 data_time: 0.0021 loss: 2.2719 03/03 07:29:19 - mmengine - INFO - Epoch(train) [9][1900/5005] lr: 1.0000e-01 eta: 18:54:09 time: 0.1397 data_time: 0.0022 loss: 2.2597 03/03 07:29:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:29:33 - mmengine - INFO - Epoch(train) [9][2000/5005] lr: 1.0000e-01 eta: 18:53:45 time: 0.1408 data_time: 0.0021 loss: 2.1636 03/03 07:29:48 - mmengine - INFO - Epoch(train) [9][2100/5005] lr: 1.0000e-01 eta: 18:53:26 time: 0.1431 data_time: 0.0019 loss: 2.3381 03/03 07:30:02 - mmengine - INFO - Epoch(train) [9][2200/5005] lr: 1.0000e-01 eta: 18:53:04 time: 0.1417 data_time: 0.0021 loss: 2.0610 03/03 07:30:16 - mmengine - INFO - Epoch(train) [9][2300/5005] lr: 1.0000e-01 eta: 18:52:43 time: 0.1434 data_time: 0.0021 loss: 2.2499 03/03 07:30:31 - mmengine - INFO - Epoch(train) [9][2400/5005] lr: 1.0000e-01 eta: 18:52:26 time: 0.1434 data_time: 0.0023 loss: 2.3292 03/03 07:30:45 - mmengine - INFO - Epoch(train) [9][2500/5005] lr: 1.0000e-01 eta: 18:52:03 time: 0.1392 data_time: 0.0020 loss: 2.2395 03/03 07:30:59 - mmengine - INFO - Epoch(train) [9][2600/5005] lr: 1.0000e-01 eta: 18:51:42 time: 0.1473 data_time: 0.0020 loss: 2.2627 03/03 07:31:14 - mmengine - INFO - Epoch(train) [9][2700/5005] lr: 1.0000e-01 eta: 18:51:26 time: 0.1462 data_time: 0.0020 loss: 2.3356 03/03 07:31:29 - mmengine - INFO - Epoch(train) [9][2800/5005] lr: 1.0000e-01 eta: 18:51:15 time: 0.1466 data_time: 0.0021 loss: 2.4919 03/03 07:31:44 - mmengine - INFO - Epoch(train) [9][2900/5005] lr: 1.0000e-01 eta: 18:50:57 time: 0.1446 data_time: 0.0020 loss: 2.3437 03/03 07:31:53 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:31:59 - mmengine - INFO - Epoch(train) [9][3000/5005] lr: 1.0000e-01 eta: 18:50:44 time: 0.1440 data_time: 0.0020 loss: 2.2202 03/03 07:32:13 - mmengine - INFO - Epoch(train) [9][3100/5005] lr: 1.0000e-01 eta: 18:50:22 time: 0.1421 data_time: 0.0020 loss: 2.2241 03/03 07:32:27 - mmengine - INFO - Epoch(train) [9][3200/5005] lr: 1.0000e-01 eta: 18:49:58 time: 0.1413 data_time: 0.0021 loss: 2.5142 03/03 07:32:41 - mmengine - INFO - Epoch(train) [9][3300/5005] lr: 1.0000e-01 eta: 18:49:37 time: 0.1410 data_time: 0.0020 loss: 2.0894 03/03 07:32:56 - mmengine - INFO - Epoch(train) [9][3400/5005] lr: 1.0000e-01 eta: 18:49:19 time: 0.1439 data_time: 0.0020 loss: 2.3045 03/03 07:33:10 - mmengine - INFO - Epoch(train) [9][3500/5005] lr: 1.0000e-01 eta: 18:49:01 time: 0.1375 data_time: 0.0022 loss: 2.3740 03/03 07:33:24 - mmengine - INFO - Epoch(train) [9][3600/5005] lr: 1.0000e-01 eta: 18:48:35 time: 0.1396 data_time: 0.0021 loss: 2.2800 03/03 07:33:38 - mmengine - INFO - Epoch(train) [9][3700/5005] lr: 1.0000e-01 eta: 18:48:15 time: 0.1437 data_time: 0.0020 loss: 2.2472 03/03 07:33:53 - mmengine - INFO - Epoch(train) [9][3800/5005] lr: 1.0000e-01 eta: 18:47:53 time: 0.1415 data_time: 0.0021 loss: 2.0000 03/03 07:34:07 - mmengine - INFO - Epoch(train) [9][3900/5005] lr: 1.0000e-01 eta: 18:47:38 time: 0.1444 data_time: 0.0020 loss: 2.4126 03/03 07:34:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:34:22 - mmengine - INFO - Epoch(train) [9][4000/5005] lr: 1.0000e-01 eta: 18:47:19 time: 0.1412 data_time: 0.0020 loss: 2.2229 03/03 07:34:36 - mmengine - INFO - Epoch(train) [9][4100/5005] lr: 1.0000e-01 eta: 18:46:55 time: 0.1350 data_time: 0.0020 loss: 2.1935 03/03 07:34:50 - mmengine - INFO - Epoch(train) [9][4200/5005] lr: 1.0000e-01 eta: 18:46:37 time: 0.1437 data_time: 0.0021 loss: 2.3206 03/03 07:35:05 - mmengine - INFO - Epoch(train) [9][4300/5005] lr: 1.0000e-01 eta: 18:46:18 time: 0.1396 data_time: 0.0020 loss: 2.0184 03/03 07:35:18 - mmengine - INFO - Epoch(train) [9][4400/5005] lr: 1.0000e-01 eta: 18:45:53 time: 0.1415 data_time: 0.0019 loss: 2.2556 03/03 07:35:33 - mmengine - INFO - Epoch(train) [9][4500/5005] lr: 1.0000e-01 eta: 18:45:35 time: 0.1409 data_time: 0.0021 loss: 2.1261 03/03 07:35:47 - mmengine - INFO - Epoch(train) [9][4600/5005] lr: 1.0000e-01 eta: 18:45:12 time: 0.1360 data_time: 0.0019 loss: 2.2195 03/03 07:36:01 - mmengine - INFO - Epoch(train) [9][4700/5005] lr: 1.0000e-01 eta: 18:44:47 time: 0.1411 data_time: 0.0021 loss: 2.1126 03/03 07:36:15 - mmengine - INFO - Epoch(train) [9][4800/5005] lr: 1.0000e-01 eta: 18:44:29 time: 0.1419 data_time: 0.0021 loss: 2.1952 03/03 07:36:30 - mmengine - INFO - Epoch(train) [9][4900/5005] lr: 1.0000e-01 eta: 18:44:12 time: 0.1482 data_time: 0.0020 loss: 2.2351 03/03 07:36:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:36:45 - mmengine - INFO - Epoch(train) [9][5000/5005] lr: 1.0000e-01 eta: 18:43:56 time: 0.1422 data_time: 0.0028 loss: 2.3343 03/03 07:36:45 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:36:46 - mmengine - INFO - Saving checkpoint at 9 epochs 03/03 07:36:54 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:06 time: 0.0615 data_time: 0.0411 03/03 07:37:22 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 51.8420 accuracy/top5: 77.3400 03/03 07:37:37 - mmengine - INFO - Epoch(train) [10][ 100/5005] lr: 1.0000e-01 eta: 18:43:45 time: 0.1401 data_time: 0.0022 loss: 2.2288 03/03 07:37:52 - mmengine - INFO - Epoch(train) [10][ 200/5005] lr: 1.0000e-01 eta: 18:43:28 time: 0.1519 data_time: 0.0021 loss: 2.4129 03/03 07:38:06 - mmengine - INFO - Epoch(train) [10][ 300/5005] lr: 1.0000e-01 eta: 18:43:04 time: 0.1352 data_time: 0.0022 loss: 2.3541 03/03 07:38:20 - mmengine - INFO - Epoch(train) [10][ 400/5005] lr: 1.0000e-01 eta: 18:42:43 time: 0.1384 data_time: 0.0022 loss: 2.3737 03/03 07:38:33 - mmengine - INFO - Epoch(train) [10][ 500/5005] lr: 1.0000e-01 eta: 18:42:16 time: 0.1415 data_time: 0.0025 loss: 2.4437 03/03 07:38:47 - mmengine - INFO - Epoch(train) [10][ 600/5005] lr: 1.0000e-01 eta: 18:41:50 time: 0.1422 data_time: 0.0025 loss: 2.4150 03/03 07:39:02 - mmengine - INFO - Epoch(train) [10][ 700/5005] lr: 1.0000e-01 eta: 18:41:32 time: 0.1723 data_time: 0.0025 loss: 2.0534 03/03 07:39:16 - mmengine - INFO - Epoch(train) [10][ 800/5005] lr: 1.0000e-01 eta: 18:41:12 time: 0.1451 data_time: 0.0020 loss: 2.2617 03/03 07:39:31 - mmengine - INFO - Epoch(train) [10][ 900/5005] lr: 1.0000e-01 eta: 18:41:02 time: 0.1482 data_time: 0.0022 loss: 2.4510 03/03 07:39:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:39:46 - mmengine - INFO - Epoch(train) [10][1000/5005] lr: 1.0000e-01 eta: 18:40:49 time: 0.1481 data_time: 0.0021 loss: 2.5610 03/03 07:40:01 - mmengine - INFO - Epoch(train) [10][1100/5005] lr: 1.0000e-01 eta: 18:40:31 time: 0.1413 data_time: 0.0020 loss: 2.2643 03/03 07:40:16 - mmengine - INFO - Epoch(train) [10][1200/5005] lr: 1.0000e-01 eta: 18:40:18 time: 0.1479 data_time: 0.0021 loss: 2.1259 03/03 07:40:30 - mmengine - INFO - Epoch(train) [10][1300/5005] lr: 1.0000e-01 eta: 18:40:02 time: 0.1472 data_time: 0.0021 loss: 2.4130 03/03 07:40:45 - mmengine - INFO - Epoch(train) [10][1400/5005] lr: 1.0000e-01 eta: 18:39:48 time: 0.1419 data_time: 0.0019 loss: 2.3805 03/03 07:40:59 - mmengine - INFO - Epoch(train) [10][1500/5005] lr: 1.0000e-01 eta: 18:39:27 time: 0.1448 data_time: 0.0020 loss: 2.3745 03/03 07:41:14 - mmengine - INFO - Epoch(train) [10][1600/5005] lr: 1.0000e-01 eta: 18:39:07 time: 0.1401 data_time: 0.0020 loss: 2.0281 03/03 07:41:28 - mmengine - INFO - Epoch(train) [10][1700/5005] lr: 1.0000e-01 eta: 18:38:49 time: 0.1744 data_time: 0.0019 loss: 2.1620 03/03 07:41:42 - mmengine - INFO - Epoch(train) [10][1800/5005] lr: 1.0000e-01 eta: 18:38:28 time: 0.1398 data_time: 0.0019 loss: 2.1776 03/03 07:41:57 - mmengine - INFO - Epoch(train) [10][1900/5005] lr: 1.0000e-01 eta: 18:38:07 time: 0.1433 data_time: 0.0021 loss: 2.2977 03/03 07:42:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:42:10 - mmengine - INFO - Epoch(train) [10][2000/5005] lr: 1.0000e-01 eta: 18:37:43 time: 0.1304 data_time: 0.0019 loss: 2.1601 03/03 07:42:24 - mmengine - INFO - Epoch(train) [10][2100/5005] lr: 1.0000e-01 eta: 18:37:13 time: 0.1326 data_time: 0.0020 loss: 2.1177 03/03 07:42:38 - mmengine - INFO - Epoch(train) [10][2200/5005] lr: 1.0000e-01 eta: 18:36:53 time: 0.1405 data_time: 0.0018 loss: 2.3797 03/03 07:42:52 - mmengine - INFO - Epoch(train) [10][2300/5005] lr: 1.0000e-01 eta: 18:36:32 time: 0.1341 data_time: 0.0020 loss: 2.4277 03/03 07:43:07 - mmengine - INFO - Epoch(train) [10][2400/5005] lr: 1.0000e-01 eta: 18:36:14 time: 0.1476 data_time: 0.0023 loss: 2.2960 03/03 07:43:21 - mmengine - INFO - Epoch(train) [10][2500/5005] lr: 1.0000e-01 eta: 18:35:53 time: 0.1371 data_time: 0.0020 loss: 2.1550 03/03 07:43:34 - mmengine - INFO - Epoch(train) [10][2600/5005] lr: 1.0000e-01 eta: 18:35:28 time: 0.1362 data_time: 0.0023 loss: 2.1950 03/03 07:43:49 - mmengine - INFO - Epoch(train) [10][2700/5005] lr: 1.0000e-01 eta: 18:35:11 time: 0.1459 data_time: 0.0020 loss: 1.9574 03/03 07:44:03 - mmengine - INFO - Epoch(train) [10][2800/5005] lr: 1.0000e-01 eta: 18:34:53 time: 0.1426 data_time: 0.0021 loss: 2.3183 03/03 07:44:18 - mmengine - INFO - Epoch(train) [10][2900/5005] lr: 1.0000e-01 eta: 18:34:40 time: 0.1453 data_time: 0.0021 loss: 2.3228 03/03 07:44:26 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:44:33 - mmengine - INFO - Epoch(train) [10][3000/5005] lr: 1.0000e-01 eta: 18:34:23 time: 0.1449 data_time: 0.0022 loss: 2.2238 03/03 07:44:48 - mmengine - INFO - Epoch(train) [10][3100/5005] lr: 1.0000e-01 eta: 18:34:09 time: 0.1482 data_time: 0.0021 loss: 2.1239 03/03 07:45:02 - mmengine - INFO - Epoch(train) [10][3200/5005] lr: 1.0000e-01 eta: 18:33:49 time: 0.1367 data_time: 0.0020 loss: 2.3018 03/03 07:45:16 - mmengine - INFO - Epoch(train) [10][3300/5005] lr: 1.0000e-01 eta: 18:33:26 time: 0.1390 data_time: 0.0021 loss: 2.1194 03/03 07:45:30 - mmengine - INFO - Epoch(train) [10][3400/5005] lr: 1.0000e-01 eta: 18:33:04 time: 0.1371 data_time: 0.0021 loss: 2.0375 03/03 07:45:44 - mmengine - INFO - Epoch(train) [10][3500/5005] lr: 1.0000e-01 eta: 18:32:40 time: 0.1375 data_time: 0.0020 loss: 2.1980 03/03 07:45:58 - mmengine - INFO - Epoch(train) [10][3600/5005] lr: 1.0000e-01 eta: 18:32:21 time: 0.1410 data_time: 0.0021 loss: 2.2651 03/03 07:46:13 - mmengine - INFO - Epoch(train) [10][3700/5005] lr: 1.0000e-01 eta: 18:32:03 time: 0.1574 data_time: 0.0021 loss: 2.0807 03/03 07:46:27 - mmengine - INFO - Epoch(train) [10][3800/5005] lr: 1.0000e-01 eta: 18:31:42 time: 0.1371 data_time: 0.0020 loss: 2.1700 03/03 07:46:41 - mmengine - INFO - Epoch(train) [10][3900/5005] lr: 1.0000e-01 eta: 18:31:18 time: 0.1404 data_time: 0.0021 loss: 2.1133 03/03 07:46:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:46:55 - mmengine - INFO - Epoch(train) [10][4000/5005] lr: 1.0000e-01 eta: 18:30:56 time: 0.1399 data_time: 0.0021 loss: 2.2023 03/03 07:47:09 - mmengine - INFO - Epoch(train) [10][4100/5005] lr: 1.0000e-01 eta: 18:30:34 time: 0.1339 data_time: 0.0021 loss: 2.3510 03/03 07:47:23 - mmengine - INFO - Epoch(train) [10][4200/5005] lr: 1.0000e-01 eta: 18:30:12 time: 0.1361 data_time: 0.0020 loss: 2.3195 03/03 07:47:36 - mmengine - INFO - Epoch(train) [10][4300/5005] lr: 1.0000e-01 eta: 18:29:49 time: 0.1408 data_time: 0.0023 loss: 1.9895 03/03 07:47:51 - mmengine - INFO - Epoch(train) [10][4400/5005] lr: 1.0000e-01 eta: 18:29:27 time: 0.1348 data_time: 0.0021 loss: 2.2829 03/03 07:48:05 - mmengine - INFO - Epoch(train) [10][4500/5005] lr: 1.0000e-01 eta: 18:29:10 time: 0.1465 data_time: 0.0022 loss: 1.9574 03/03 07:48:20 - mmengine - INFO - Epoch(train) [10][4600/5005] lr: 1.0000e-01 eta: 18:28:55 time: 0.1449 data_time: 0.0021 loss: 2.1773 03/03 07:48:34 - mmengine - INFO - Epoch(train) [10][4700/5005] lr: 1.0000e-01 eta: 18:28:39 time: 0.1469 data_time: 0.0023 loss: 2.2132 03/03 07:48:49 - mmengine - INFO - Epoch(train) [10][4800/5005] lr: 1.0000e-01 eta: 18:28:25 time: 0.1458 data_time: 0.0021 loss: 2.2704 03/03 07:49:04 - mmengine - INFO - Epoch(train) [10][4900/5005] lr: 1.0000e-01 eta: 18:28:10 time: 0.1459 data_time: 0.0022 loss: 2.5121 03/03 07:49:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:49:19 - mmengine - INFO - Epoch(train) [10][5000/5005] lr: 1.0000e-01 eta: 18:27:53 time: 0.1424 data_time: 0.0031 loss: 2.0579 03/03 07:49:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:49:20 - mmengine - INFO - Saving checkpoint at 10 epochs 03/03 07:49:27 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0402 03/03 07:49:56 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 53.7320 accuracy/top5: 78.6700 03/03 07:50:10 - mmengine - INFO - Epoch(train) [11][ 100/5005] lr: 1.0000e-01 eta: 18:27:37 time: 0.1385 data_time: 0.0023 loss: 2.2931 03/03 07:50:24 - mmengine - INFO - Epoch(train) [11][ 200/5005] lr: 1.0000e-01 eta: 18:27:12 time: 0.1386 data_time: 0.0024 loss: 2.1730 03/03 07:50:38 - mmengine - INFO - Epoch(train) [11][ 300/5005] lr: 1.0000e-01 eta: 18:26:54 time: 0.1432 data_time: 0.0022 loss: 2.2575 03/03 07:50:53 - mmengine - INFO - Epoch(train) [11][ 400/5005] lr: 1.0000e-01 eta: 18:26:38 time: 0.1407 data_time: 0.0023 loss: 2.3686 03/03 07:51:08 - mmengine - INFO - Epoch(train) [11][ 500/5005] lr: 1.0000e-01 eta: 18:26:21 time: 0.1376 data_time: 0.0022 loss: 2.0754 03/03 07:51:22 - mmengine - INFO - Epoch(train) [11][ 600/5005] lr: 1.0000e-01 eta: 18:26:02 time: 0.1385 data_time: 0.0023 loss: 2.4371 03/03 07:51:36 - mmengine - INFO - Epoch(train) [11][ 700/5005] lr: 1.0000e-01 eta: 18:25:43 time: 0.1460 data_time: 0.0021 loss: 2.3053 03/03 07:51:51 - mmengine - INFO - Epoch(train) [11][ 800/5005] lr: 1.0000e-01 eta: 18:25:30 time: 0.1456 data_time: 0.0023 loss: 2.2380 03/03 07:52:06 - mmengine - INFO - Epoch(train) [11][ 900/5005] lr: 1.0000e-01 eta: 18:25:12 time: 0.1392 data_time: 0.0025 loss: 2.0752 03/03 07:52:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:52:20 - mmengine - INFO - Epoch(train) [11][1000/5005] lr: 1.0000e-01 eta: 18:24:52 time: 0.1430 data_time: 0.0024 loss: 2.1735 03/03 07:52:34 - mmengine - INFO - Epoch(train) [11][1100/5005] lr: 1.0000e-01 eta: 18:24:36 time: 0.1488 data_time: 0.0023 loss: 2.0032 03/03 07:52:49 - mmengine - INFO - Epoch(train) [11][1200/5005] lr: 1.0000e-01 eta: 18:24:19 time: 0.1412 data_time: 0.0020 loss: 2.2171 03/03 07:53:03 - mmengine - INFO - Epoch(train) [11][1300/5005] lr: 1.0000e-01 eta: 18:24:00 time: 0.1429 data_time: 0.0022 loss: 2.1331 03/03 07:53:18 - mmengine - INFO - Epoch(train) [11][1400/5005] lr: 1.0000e-01 eta: 18:23:45 time: 0.1503 data_time: 0.0022 loss: 2.2056 03/03 07:53:33 - mmengine - INFO - Epoch(train) [11][1500/5005] lr: 1.0000e-01 eta: 18:23:31 time: 0.1500 data_time: 0.0021 loss: 2.0963 03/03 07:53:48 - mmengine - INFO - Epoch(train) [11][1600/5005] lr: 1.0000e-01 eta: 18:23:19 time: 0.1439 data_time: 0.0021 loss: 2.1474 03/03 07:54:03 - mmengine - INFO - Epoch(train) [11][1700/5005] lr: 1.0000e-01 eta: 18:23:03 time: 0.1488 data_time: 0.0021 loss: 2.0649 03/03 07:54:18 - mmengine - INFO - Epoch(train) [11][1800/5005] lr: 1.0000e-01 eta: 18:22:50 time: 0.1408 data_time: 0.0021 loss: 2.4115 03/03 07:54:32 - mmengine - INFO - Epoch(train) [11][1900/5005] lr: 1.0000e-01 eta: 18:22:35 time: 0.1423 data_time: 0.0021 loss: 2.1449 03/03 07:54:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:54:46 - mmengine - INFO - Epoch(train) [11][2000/5005] lr: 1.0000e-01 eta: 18:22:13 time: 0.1367 data_time: 0.0021 loss: 2.3143 03/03 07:55:00 - mmengine - INFO - Epoch(train) [11][2100/5005] lr: 1.0000e-01 eta: 18:21:54 time: 0.1430 data_time: 0.0024 loss: 2.5132 03/03 07:55:15 - mmengine - INFO - Epoch(train) [11][2200/5005] lr: 1.0000e-01 eta: 18:21:33 time: 0.1425 data_time: 0.0022 loss: 1.9483 03/03 07:55:29 - mmengine - INFO - Epoch(train) [11][2300/5005] lr: 1.0000e-01 eta: 18:21:12 time: 0.1400 data_time: 0.0023 loss: 2.2622 03/03 07:55:42 - mmengine - INFO - Epoch(train) [11][2400/5005] lr: 1.0000e-01 eta: 18:20:50 time: 0.1423 data_time: 0.0022 loss: 2.0512 03/03 07:55:57 - mmengine - INFO - Epoch(train) [11][2500/5005] lr: 1.0000e-01 eta: 18:20:30 time: 0.1407 data_time: 0.0022 loss: 2.3353 03/03 07:56:10 - mmengine - INFO - Epoch(train) [11][2600/5005] lr: 1.0000e-01 eta: 18:20:08 time: 0.1337 data_time: 0.0021 loss: 2.1820 03/03 07:56:24 - mmengine - INFO - Epoch(train) [11][2700/5005] lr: 1.0000e-01 eta: 18:19:45 time: 0.1450 data_time: 0.0022 loss: 2.3358 03/03 07:56:38 - mmengine - INFO - Epoch(train) [11][2800/5005] lr: 1.0000e-01 eta: 18:19:25 time: 0.1386 data_time: 0.0020 loss: 2.3319 03/03 07:56:52 - mmengine - INFO - Epoch(train) [11][2900/5005] lr: 1.0000e-01 eta: 18:19:01 time: 0.1369 data_time: 0.0021 loss: 2.2461 03/03 07:56:59 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:57:06 - mmengine - INFO - Epoch(train) [11][3000/5005] lr: 1.0000e-01 eta: 18:18:40 time: 0.1393 data_time: 0.0021 loss: 2.3637 03/03 07:57:21 - mmengine - INFO - Epoch(train) [11][3100/5005] lr: 1.0000e-01 eta: 18:18:23 time: 0.1461 data_time: 0.0022 loss: 2.1663 03/03 07:57:36 - mmengine - INFO - Epoch(train) [11][3200/5005] lr: 1.0000e-01 eta: 18:18:09 time: 0.1420 data_time: 0.0022 loss: 2.3289 03/03 07:57:50 - mmengine - INFO - Epoch(train) [11][3300/5005] lr: 1.0000e-01 eta: 18:17:52 time: 0.1472 data_time: 0.0022 loss: 2.0876 03/03 07:58:04 - mmengine - INFO - Epoch(train) [11][3400/5005] lr: 1.0000e-01 eta: 18:17:35 time: 0.1456 data_time: 0.0022 loss: 2.1843 03/03 07:58:19 - mmengine - INFO - Epoch(train) [11][3500/5005] lr: 1.0000e-01 eta: 18:17:19 time: 0.1414 data_time: 0.0021 loss: 2.3049 03/03 07:58:33 - mmengine - INFO - Epoch(train) [11][3600/5005] lr: 1.0000e-01 eta: 18:17:01 time: 0.1436 data_time: 0.0021 loss: 2.2724 03/03 07:58:48 - mmengine - INFO - Epoch(train) [11][3700/5005] lr: 1.0000e-01 eta: 18:16:42 time: 0.1475 data_time: 0.0021 loss: 2.1339 03/03 07:59:02 - mmengine - INFO - Epoch(train) [11][3800/5005] lr: 1.0000e-01 eta: 18:16:24 time: 0.1415 data_time: 0.0021 loss: 1.9173 03/03 07:59:16 - mmengine - INFO - Epoch(train) [11][3900/5005] lr: 1.0000e-01 eta: 18:16:04 time: 0.1441 data_time: 0.0022 loss: 2.1449 03/03 07:59:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 07:59:31 - mmengine - INFO - Epoch(train) [11][4000/5005] lr: 1.0000e-01 eta: 18:15:49 time: 0.1487 data_time: 0.0025 loss: 2.2896 03/03 07:59:46 - mmengine - INFO - Epoch(train) [11][4100/5005] lr: 1.0000e-01 eta: 18:15:35 time: 0.1451 data_time: 0.0021 loss: 2.2828 03/03 08:00:00 - mmengine - INFO - Epoch(train) [11][4200/5005] lr: 1.0000e-01 eta: 18:15:19 time: 0.1482 data_time: 0.0023 loss: 2.2081 03/03 08:00:15 - mmengine - INFO - Epoch(train) [11][4300/5005] lr: 1.0000e-01 eta: 18:15:08 time: 0.1487 data_time: 0.0023 loss: 2.2639 03/03 08:00:30 - mmengine - INFO - Epoch(train) [11][4400/5005] lr: 1.0000e-01 eta: 18:14:50 time: 0.1365 data_time: 0.0021 loss: 2.2855 03/03 08:00:44 - mmengine - INFO - Epoch(train) [11][4500/5005] lr: 1.0000e-01 eta: 18:14:30 time: 0.1394 data_time: 0.0021 loss: 2.3002 03/03 08:00:59 - mmengine - INFO - Epoch(train) [11][4600/5005] lr: 1.0000e-01 eta: 18:14:17 time: 0.1493 data_time: 0.0022 loss: 2.2712 03/03 08:01:14 - mmengine - INFO - Epoch(train) [11][4700/5005] lr: 1.0000e-01 eta: 18:14:05 time: 0.1508 data_time: 0.0022 loss: 1.8553 03/03 08:01:29 - mmengine - INFO - Epoch(train) [11][4800/5005] lr: 1.0000e-01 eta: 18:13:49 time: 0.1390 data_time: 0.0021 loss: 2.2544 03/03 08:01:43 - mmengine - INFO - Epoch(train) [11][4900/5005] lr: 1.0000e-01 eta: 18:13:35 time: 0.1467 data_time: 0.0022 loss: 2.1687 03/03 08:01:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:01:58 - mmengine - INFO - Epoch(train) [11][5000/5005] lr: 1.0000e-01 eta: 18:13:18 time: 0.1454 data_time: 0.0031 loss: 2.1364 03/03 08:01:59 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:01:59 - mmengine - INFO - Saving checkpoint at 11 epochs 03/03 08:02:07 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:06 time: 0.0568 data_time: 0.0373 03/03 08:02:36 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 50.5040 accuracy/top5: 76.2420 03/03 08:02:51 - mmengine - INFO - Epoch(train) [12][ 100/5005] lr: 1.0000e-01 eta: 18:13:07 time: 0.1443 data_time: 0.0021 loss: 2.1968 03/03 08:03:05 - mmengine - INFO - Epoch(train) [12][ 200/5005] lr: 1.0000e-01 eta: 18:12:50 time: 0.1395 data_time: 0.0023 loss: 2.2612 03/03 08:03:20 - mmengine - INFO - Epoch(train) [12][ 300/5005] lr: 1.0000e-01 eta: 18:12:35 time: 0.1394 data_time: 0.0020 loss: 2.4361 03/03 08:03:35 - mmengine - INFO - Epoch(train) [12][ 400/5005] lr: 1.0000e-01 eta: 18:12:18 time: 0.1471 data_time: 0.0021 loss: 2.3571 03/03 08:03:49 - mmengine - INFO - Epoch(train) [12][ 500/5005] lr: 1.0000e-01 eta: 18:12:02 time: 0.1476 data_time: 0.0021 loss: 2.2519 03/03 08:04:04 - mmengine - INFO - Epoch(train) [12][ 600/5005] lr: 1.0000e-01 eta: 18:11:48 time: 0.1414 data_time: 0.0020 loss: 2.2179 03/03 08:04:18 - mmengine - INFO - Epoch(train) [12][ 700/5005] lr: 1.0000e-01 eta: 18:11:30 time: 0.1438 data_time: 0.0021 loss: 2.2357 03/03 08:04:33 - mmengine - INFO - Epoch(train) [12][ 800/5005] lr: 1.0000e-01 eta: 18:11:14 time: 0.1460 data_time: 0.0021 loss: 2.0505 03/03 08:04:48 - mmengine - INFO - Epoch(train) [12][ 900/5005] lr: 1.0000e-01 eta: 18:11:00 time: 0.1478 data_time: 0.0020 loss: 2.1587 03/03 08:04:55 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:05:03 - mmengine - INFO - Epoch(train) [12][1000/5005] lr: 1.0000e-01 eta: 18:10:48 time: 0.1446 data_time: 0.0020 loss: 2.2759 03/03 08:05:18 - mmengine - INFO - Epoch(train) [12][1100/5005] lr: 1.0000e-01 eta: 18:10:32 time: 0.1426 data_time: 0.0019 loss: 2.1711 03/03 08:05:32 - mmengine - INFO - Epoch(train) [12][1200/5005] lr: 1.0000e-01 eta: 18:10:18 time: 0.1668 data_time: 0.0020 loss: 2.0880 03/03 08:05:47 - mmengine - INFO - Epoch(train) [12][1300/5005] lr: 1.0000e-01 eta: 18:10:01 time: 0.1424 data_time: 0.0019 loss: 2.3015 03/03 08:06:01 - mmengine - INFO - Epoch(train) [12][1400/5005] lr: 1.0000e-01 eta: 18:09:44 time: 0.1382 data_time: 0.0019 loss: 2.3854 03/03 08:06:16 - mmengine - INFO - Epoch(train) [12][1500/5005] lr: 1.0000e-01 eta: 18:09:25 time: 0.1390 data_time: 0.0019 loss: 2.3263 03/03 08:06:30 - mmengine - INFO - Epoch(train) [12][1600/5005] lr: 1.0000e-01 eta: 18:09:10 time: 0.1426 data_time: 0.0021 loss: 2.3052 03/03 08:06:45 - mmengine - INFO - Epoch(train) [12][1700/5005] lr: 1.0000e-01 eta: 18:08:53 time: 0.1421 data_time: 0.0019 loss: 2.2396 03/03 08:06:59 - mmengine - INFO - Epoch(train) [12][1800/5005] lr: 1.0000e-01 eta: 18:08:36 time: 0.1441 data_time: 0.0020 loss: 2.1952 03/03 08:07:14 - mmengine - INFO - Epoch(train) [12][1900/5005] lr: 1.0000e-01 eta: 18:08:23 time: 0.1675 data_time: 0.0019 loss: 2.1543 03/03 08:07:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:07:29 - mmengine - INFO - Epoch(train) [12][2000/5005] lr: 1.0000e-01 eta: 18:08:06 time: 0.1413 data_time: 0.0021 loss: 2.1395 03/03 08:07:43 - mmengine - INFO - Epoch(train) [12][2100/5005] lr: 1.0000e-01 eta: 18:07:47 time: 0.1432 data_time: 0.0020 loss: 2.3435 03/03 08:07:57 - mmengine - INFO - Epoch(train) [12][2200/5005] lr: 1.0000e-01 eta: 18:07:29 time: 0.1425 data_time: 0.0020 loss: 2.4393 03/03 08:08:12 - mmengine - INFO - Epoch(train) [12][2300/5005] lr: 1.0000e-01 eta: 18:07:13 time: 0.1447 data_time: 0.0020 loss: 2.1964 03/03 08:08:27 - mmengine - INFO - Epoch(train) [12][2400/5005] lr: 1.0000e-01 eta: 18:07:01 time: 0.1432 data_time: 0.0021 loss: 2.1079 03/03 08:08:41 - mmengine - INFO - Epoch(train) [12][2500/5005] lr: 1.0000e-01 eta: 18:06:44 time: 0.1417 data_time: 0.0021 loss: 2.1923 03/03 08:08:56 - mmengine - INFO - Epoch(train) [12][2600/5005] lr: 1.0000e-01 eta: 18:06:25 time: 0.1401 data_time: 0.0020 loss: 2.1657 03/03 08:09:10 - mmengine - INFO - Epoch(train) [12][2700/5005] lr: 1.0000e-01 eta: 18:06:11 time: 0.1480 data_time: 0.0021 loss: 2.1908 03/03 08:09:25 - mmengine - INFO - Epoch(train) [12][2800/5005] lr: 1.0000e-01 eta: 18:05:56 time: 0.1498 data_time: 0.0021 loss: 2.1815 03/03 08:09:40 - mmengine - INFO - Epoch(train) [12][2900/5005] lr: 1.0000e-01 eta: 18:05:44 time: 0.1668 data_time: 0.0021 loss: 2.0792 03/03 08:09:47 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:09:54 - mmengine - INFO - Epoch(train) [12][3000/5005] lr: 1.0000e-01 eta: 18:05:25 time: 0.1364 data_time: 0.0020 loss: 1.8285 03/03 08:10:08 - mmengine - INFO - Epoch(train) [12][3100/5005] lr: 1.0000e-01 eta: 18:05:06 time: 0.1495 data_time: 0.0021 loss: 2.1912 03/03 08:10:23 - mmengine - INFO - Epoch(train) [12][3200/5005] lr: 1.0000e-01 eta: 18:04:46 time: 0.1435 data_time: 0.0022 loss: 2.2291 03/03 08:10:37 - mmengine - INFO - Epoch(train) [12][3300/5005] lr: 1.0000e-01 eta: 18:04:32 time: 0.1433 data_time: 0.0023 loss: 2.3486 03/03 08:10:51 - mmengine - INFO - Epoch(train) [12][3400/5005] lr: 1.0000e-01 eta: 18:04:11 time: 0.1392 data_time: 0.0020 loss: 2.1754 03/03 08:11:05 - mmengine - INFO - Epoch(train) [12][3500/5005] lr: 1.0000e-01 eta: 18:03:51 time: 0.1394 data_time: 0.0019 loss: 2.0649 03/03 08:11:19 - mmengine - INFO - Epoch(train) [12][3600/5005] lr: 1.0000e-01 eta: 18:03:28 time: 0.1348 data_time: 0.0021 loss: 2.2449 03/03 08:11:33 - mmengine - INFO - Epoch(train) [12][3700/5005] lr: 1.0000e-01 eta: 18:03:06 time: 0.1398 data_time: 0.0020 loss: 2.1532 03/03 08:11:47 - mmengine - INFO - Epoch(train) [12][3800/5005] lr: 1.0000e-01 eta: 18:02:45 time: 0.1372 data_time: 0.0022 loss: 2.0631 03/03 08:12:00 - mmengine - INFO - Epoch(train) [12][3900/5005] lr: 1.0000e-01 eta: 18:02:23 time: 0.1413 data_time: 0.0022 loss: 2.3220 03/03 08:12:07 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:12:15 - mmengine - INFO - Epoch(train) [12][4000/5005] lr: 1.0000e-01 eta: 18:02:07 time: 0.1401 data_time: 0.0022 loss: 1.9943 03/03 08:12:30 - mmengine - INFO - Epoch(train) [12][4100/5005] lr: 1.0000e-01 eta: 18:01:52 time: 0.1414 data_time: 0.0021 loss: 2.2228 03/03 08:12:44 - mmengine - INFO - Epoch(train) [12][4200/5005] lr: 1.0000e-01 eta: 18:01:34 time: 0.1430 data_time: 0.0022 loss: 2.3524 03/03 08:12:58 - mmengine - INFO - Epoch(train) [12][4300/5005] lr: 1.0000e-01 eta: 18:01:12 time: 0.1380 data_time: 0.0021 loss: 2.1226 03/03 08:13:12 - mmengine - INFO - Epoch(train) [12][4400/5005] lr: 1.0000e-01 eta: 18:00:52 time: 0.1366 data_time: 0.0021 loss: 2.2020 03/03 08:13:26 - mmengine - INFO - Epoch(train) [12][4500/5005] lr: 1.0000e-01 eta: 18:00:36 time: 0.1416 data_time: 0.0022 loss: 1.9994 03/03 08:13:40 - mmengine - INFO - Epoch(train) [12][4600/5005] lr: 1.0000e-01 eta: 18:00:17 time: 0.1379 data_time: 0.0021 loss: 2.2168 03/03 08:13:54 - mmengine - INFO - Epoch(train) [12][4700/5005] lr: 1.0000e-01 eta: 17:59:57 time: 0.1430 data_time: 0.0022 loss: 2.1757 03/03 08:14:09 - mmengine - INFO - Epoch(train) [12][4800/5005] lr: 1.0000e-01 eta: 17:59:41 time: 0.1431 data_time: 0.0021 loss: 2.0638 03/03 08:14:23 - mmengine - INFO - Epoch(train) [12][4900/5005] lr: 1.0000e-01 eta: 17:59:23 time: 0.1384 data_time: 0.0022 loss: 2.0827 03/03 08:14:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:14:37 - mmengine - INFO - Epoch(train) [12][5000/5005] lr: 1.0000e-01 eta: 17:59:03 time: 0.1449 data_time: 0.0030 loss: 2.0536 03/03 08:14:38 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:14:39 - mmengine - INFO - Saving checkpoint at 12 epochs 03/03 08:14:46 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:06 time: 0.0583 data_time: 0.0361 03/03 08:15:15 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 53.3960 accuracy/top5: 78.8960 03/03 08:15:31 - mmengine - INFO - Epoch(train) [13][ 100/5005] lr: 1.0000e-01 eta: 17:58:54 time: 0.1484 data_time: 0.0020 loss: 2.1699 03/03 08:15:46 - mmengine - INFO - Epoch(train) [13][ 200/5005] lr: 1.0000e-01 eta: 17:58:42 time: 0.1474 data_time: 0.0021 loss: 2.2170 03/03 08:16:01 - mmengine - INFO - Epoch(train) [13][ 300/5005] lr: 1.0000e-01 eta: 17:58:28 time: 0.1523 data_time: 0.0019 loss: 2.1230 03/03 08:16:16 - mmengine - INFO - Epoch(train) [13][ 400/5005] lr: 1.0000e-01 eta: 17:58:19 time: 0.1505 data_time: 0.0020 loss: 2.2270 03/03 08:16:32 - mmengine - INFO - Epoch(train) [13][ 500/5005] lr: 1.0000e-01 eta: 17:58:08 time: 0.1533 data_time: 0.0019 loss: 2.4983 03/03 08:16:47 - mmengine - INFO - Epoch(train) [13][ 600/5005] lr: 1.0000e-01 eta: 17:57:58 time: 0.1533 data_time: 0.0019 loss: 2.1330 03/03 08:17:03 - mmengine - INFO - Epoch(train) [13][ 700/5005] lr: 1.0000e-01 eta: 17:57:50 time: 0.1515 data_time: 0.0020 loss: 2.1805 03/03 08:17:18 - mmengine - INFO - Epoch(train) [13][ 800/5005] lr: 1.0000e-01 eta: 17:57:41 time: 0.1511 data_time: 0.0020 loss: 2.3176 03/03 08:17:34 - mmengine - INFO - Epoch(train) [13][ 900/5005] lr: 1.0000e-01 eta: 17:57:32 time: 0.1483 data_time: 0.0020 loss: 2.2892 03/03 08:17:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:17:48 - mmengine - INFO - Epoch(train) [13][1000/5005] lr: 1.0000e-01 eta: 17:57:16 time: 0.1438 data_time: 0.0020 loss: 2.3136 03/03 08:18:03 - mmengine - INFO - Epoch(train) [13][1100/5005] lr: 1.0000e-01 eta: 17:57:02 time: 0.1366 data_time: 0.0019 loss: 2.4142 03/03 08:18:17 - mmengine - INFO - Epoch(train) [13][1200/5005] lr: 1.0000e-01 eta: 17:56:43 time: 0.1423 data_time: 0.0019 loss: 2.0025 03/03 08:18:32 - mmengine - INFO - Epoch(train) [13][1300/5005] lr: 1.0000e-01 eta: 17:56:26 time: 0.1461 data_time: 0.0020 loss: 2.0030 03/03 08:18:46 - mmengine - INFO - Epoch(train) [13][1400/5005] lr: 1.0000e-01 eta: 17:56:13 time: 0.1648 data_time: 0.0024 loss: 2.2844 03/03 08:19:02 - mmengine - INFO - Epoch(train) [13][1500/5005] lr: 1.0000e-01 eta: 17:56:02 time: 0.1530 data_time: 0.0025 loss: 1.9596 03/03 08:19:16 - mmengine - INFO - Epoch(train) [13][1600/5005] lr: 1.0000e-01 eta: 17:55:46 time: 0.1395 data_time: 0.0023 loss: 2.3760 03/03 08:19:31 - mmengine - INFO - Epoch(train) [13][1700/5005] lr: 1.0000e-01 eta: 17:55:28 time: 0.1421 data_time: 0.0024 loss: 2.2025 03/03 08:19:45 - mmengine - INFO - Epoch(train) [13][1800/5005] lr: 1.0000e-01 eta: 17:55:08 time: 0.1388 data_time: 0.0023 loss: 2.2858 03/03 08:19:58 - mmengine - INFO - Epoch(train) [13][1900/5005] lr: 1.0000e-01 eta: 17:54:47 time: 0.1354 data_time: 0.0020 loss: 2.1778 03/03 08:20:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:20:12 - mmengine - INFO - Epoch(train) [13][2000/5005] lr: 1.0000e-01 eta: 17:54:26 time: 0.1348 data_time: 0.0019 loss: 2.0994 03/03 08:20:26 - mmengine - INFO - Epoch(train) [13][2100/5005] lr: 1.0000e-01 eta: 17:54:04 time: 0.1378 data_time: 0.0019 loss: 2.3564 03/03 08:20:40 - mmengine - INFO - Epoch(train) [13][2200/5005] lr: 1.0000e-01 eta: 17:53:47 time: 0.1364 data_time: 0.0019 loss: 2.2050 03/03 08:20:55 - mmengine - INFO - Epoch(train) [13][2300/5005] lr: 1.0000e-01 eta: 17:53:28 time: 0.1440 data_time: 0.0025 loss: 2.1520 03/03 08:21:09 - mmengine - INFO - Epoch(train) [13][2400/5005] lr: 1.0000e-01 eta: 17:53:11 time: 0.1373 data_time: 0.0019 loss: 1.9963 03/03 08:21:23 - mmengine - INFO - Epoch(train) [13][2500/5005] lr: 1.0000e-01 eta: 17:52:53 time: 0.1451 data_time: 0.0019 loss: 2.2471 03/03 08:21:38 - mmengine - INFO - Epoch(train) [13][2600/5005] lr: 1.0000e-01 eta: 17:52:38 time: 0.1445 data_time: 0.0020 loss: 2.2715 03/03 08:21:53 - mmengine - INFO - Epoch(train) [13][2700/5005] lr: 1.0000e-01 eta: 17:52:23 time: 0.1424 data_time: 0.0021 loss: 2.4182 03/03 08:22:07 - mmengine - INFO - Epoch(train) [13][2800/5005] lr: 1.0000e-01 eta: 17:52:05 time: 0.1421 data_time: 0.0023 loss: 2.5566 03/03 08:22:21 - mmengine - INFO - Epoch(train) [13][2900/5005] lr: 1.0000e-01 eta: 17:51:48 time: 0.1449 data_time: 0.0021 loss: 2.3130 03/03 08:22:27 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:22:36 - mmengine - INFO - Epoch(train) [13][3000/5005] lr: 1.0000e-01 eta: 17:51:33 time: 0.1446 data_time: 0.0021 loss: 2.0612 03/03 08:22:51 - mmengine - INFO - Epoch(train) [13][3100/5005] lr: 1.0000e-01 eta: 17:51:18 time: 0.1674 data_time: 0.0022 loss: 2.1713 03/03 08:23:05 - mmengine - INFO - Epoch(train) [13][3200/5005] lr: 1.0000e-01 eta: 17:51:01 time: 0.1375 data_time: 0.0019 loss: 2.1849 03/03 08:23:19 - mmengine - INFO - Epoch(train) [13][3300/5005] lr: 1.0000e-01 eta: 17:50:40 time: 0.1375 data_time: 0.0023 loss: 2.3389 03/03 08:23:33 - mmengine - INFO - Epoch(train) [13][3400/5005] lr: 1.0000e-01 eta: 17:50:22 time: 0.1387 data_time: 0.0021 loss: 2.2527 03/03 08:23:47 - mmengine - INFO - Epoch(train) [13][3500/5005] lr: 1.0000e-01 eta: 17:50:01 time: 0.1370 data_time: 0.0024 loss: 2.0992 03/03 08:24:01 - mmengine - INFO - Epoch(train) [13][3600/5005] lr: 1.0000e-01 eta: 17:49:39 time: 0.1611 data_time: 0.0019 loss: 2.1373 03/03 08:24:14 - mmengine - INFO - Epoch(train) [13][3700/5005] lr: 1.0000e-01 eta: 17:49:18 time: 0.1306 data_time: 0.0019 loss: 2.2750 03/03 08:24:28 - mmengine - INFO - Epoch(train) [13][3800/5005] lr: 1.0000e-01 eta: 17:48:55 time: 0.1387 data_time: 0.0023 loss: 2.2099 03/03 08:24:42 - mmengine - INFO - Epoch(train) [13][3900/5005] lr: 1.0000e-01 eta: 17:48:37 time: 0.1734 data_time: 0.0023 loss: 2.1499 03/03 08:24:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:24:56 - mmengine - INFO - Epoch(train) [13][4000/5005] lr: 1.0000e-01 eta: 17:48:19 time: 0.1367 data_time: 0.0023 loss: 2.4186 03/03 08:25:10 - mmengine - INFO - Epoch(train) [13][4100/5005] lr: 1.0000e-01 eta: 17:47:58 time: 0.1385 data_time: 0.0024 loss: 2.2050 03/03 08:25:24 - mmengine - INFO - Epoch(train) [13][4200/5005] lr: 1.0000e-01 eta: 17:47:38 time: 0.1416 data_time: 0.0021 loss: 2.1983 03/03 08:25:38 - mmengine - INFO - Epoch(train) [13][4300/5005] lr: 1.0000e-01 eta: 17:47:18 time: 0.1375 data_time: 0.0019 loss: 2.1870 03/03 08:25:52 - mmengine - INFO - Epoch(train) [13][4400/5005] lr: 1.0000e-01 eta: 17:46:59 time: 0.1408 data_time: 0.0023 loss: 2.0882 03/03 08:26:06 - mmengine - INFO - Epoch(train) [13][4500/5005] lr: 1.0000e-01 eta: 17:46:40 time: 0.1412 data_time: 0.0022 loss: 2.2194 03/03 08:26:20 - mmengine - INFO - Epoch(train) [13][4600/5005] lr: 1.0000e-01 eta: 17:46:21 time: 0.1369 data_time: 0.0023 loss: 2.2004 03/03 08:26:34 - mmengine - INFO - Epoch(train) [13][4700/5005] lr: 1.0000e-01 eta: 17:46:02 time: 0.1422 data_time: 0.0020 loss: 2.3352 03/03 08:26:48 - mmengine - INFO - Epoch(train) [13][4800/5005] lr: 1.0000e-01 eta: 17:45:44 time: 0.1615 data_time: 0.0018 loss: 2.1833 03/03 08:27:02 - mmengine - INFO - Epoch(train) [13][4900/5005] lr: 1.0000e-01 eta: 17:45:24 time: 0.1378 data_time: 0.0020 loss: 2.1767 03/03 08:27:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:27:16 - mmengine - INFO - Epoch(train) [13][5000/5005] lr: 1.0000e-01 eta: 17:45:03 time: 0.1483 data_time: 0.0027 loss: 2.1639 03/03 08:27:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:27:17 - mmengine - INFO - Saving checkpoint at 13 epochs 03/03 08:27:25 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0414 03/03 08:27:54 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 54.5700 accuracy/top5: 79.7080 03/03 08:28:09 - mmengine - INFO - Epoch(train) [14][ 100/5005] lr: 1.0000e-01 eta: 17:44:48 time: 0.1389 data_time: 0.0021 loss: 2.1620 03/03 08:28:23 - mmengine - INFO - Epoch(train) [14][ 200/5005] lr: 1.0000e-01 eta: 17:44:29 time: 0.1378 data_time: 0.0020 loss: 2.2026 03/03 08:28:37 - mmengine - INFO - Epoch(train) [14][ 300/5005] lr: 1.0000e-01 eta: 17:44:07 time: 0.1320 data_time: 0.0020 loss: 2.2713 03/03 08:28:51 - mmengine - INFO - Epoch(train) [14][ 400/5005] lr: 1.0000e-01 eta: 17:43:48 time: 0.1425 data_time: 0.0020 loss: 2.1592 03/03 08:29:05 - mmengine - INFO - Epoch(train) [14][ 500/5005] lr: 1.0000e-01 eta: 17:43:32 time: 0.1388 data_time: 0.0021 loss: 2.0644 03/03 08:29:19 - mmengine - INFO - Epoch(train) [14][ 600/5005] lr: 1.0000e-01 eta: 17:43:14 time: 0.1439 data_time: 0.0020 loss: 2.1626 03/03 08:29:34 - mmengine - INFO - Epoch(train) [14][ 700/5005] lr: 1.0000e-01 eta: 17:43:01 time: 0.1443 data_time: 0.0019 loss: 2.1358 03/03 08:29:49 - mmengine - INFO - Epoch(train) [14][ 800/5005] lr: 1.0000e-01 eta: 17:42:46 time: 0.1447 data_time: 0.0020 loss: 2.1005 03/03 08:30:04 - mmengine - INFO - Epoch(train) [14][ 900/5005] lr: 1.0000e-01 eta: 17:42:31 time: 0.1446 data_time: 0.0021 loss: 2.2481 03/03 08:30:09 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:30:18 - mmengine - INFO - Epoch(train) [14][1000/5005] lr: 1.0000e-01 eta: 17:42:15 time: 0.1506 data_time: 0.0020 loss: 2.2272 03/03 08:30:33 - mmengine - INFO - Epoch(train) [14][1100/5005] lr: 1.0000e-01 eta: 17:42:04 time: 0.1513 data_time: 0.0020 loss: 2.1401 03/03 08:30:48 - mmengine - INFO - Epoch(train) [14][1200/5005] lr: 1.0000e-01 eta: 17:41:48 time: 0.1423 data_time: 0.0021 loss: 2.1936 03/03 08:31:02 - mmengine - INFO - Epoch(train) [14][1300/5005] lr: 1.0000e-01 eta: 17:41:31 time: 0.1401 data_time: 0.0021 loss: 2.0658 03/03 08:31:17 - mmengine - INFO - Epoch(train) [14][1400/5005] lr: 1.0000e-01 eta: 17:41:15 time: 0.1401 data_time: 0.0021 loss: 2.1354 03/03 08:31:31 - mmengine - INFO - Epoch(train) [14][1500/5005] lr: 1.0000e-01 eta: 17:40:56 time: 0.1425 data_time: 0.0021 loss: 2.2877 03/03 08:31:45 - mmengine - INFO - Epoch(train) [14][1600/5005] lr: 1.0000e-01 eta: 17:40:38 time: 0.1397 data_time: 0.0020 loss: 2.1551 03/03 08:31:59 - mmengine - INFO - Epoch(train) [14][1700/5005] lr: 1.0000e-01 eta: 17:40:17 time: 0.1349 data_time: 0.0022 loss: 2.1191 03/03 08:32:13 - mmengine - INFO - Epoch(train) [14][1800/5005] lr: 1.0000e-01 eta: 17:39:58 time: 0.1427 data_time: 0.0019 loss: 2.3412 03/03 08:32:27 - mmengine - INFO - Epoch(train) [14][1900/5005] lr: 1.0000e-01 eta: 17:39:43 time: 0.1399 data_time: 0.0022 loss: 2.2502 03/03 08:32:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:32:42 - mmengine - INFO - Epoch(train) [14][2000/5005] lr: 1.0000e-01 eta: 17:39:28 time: 0.1517 data_time: 0.0023 loss: 1.9174 03/03 08:32:56 - mmengine - INFO - Epoch(train) [14][2100/5005] lr: 1.0000e-01 eta: 17:39:10 time: 0.1600 data_time: 0.0021 loss: 2.3358 03/03 08:33:10 - mmengine - INFO - Epoch(train) [14][2200/5005] lr: 1.0000e-01 eta: 17:38:50 time: 0.1359 data_time: 0.0021 loss: 2.2949 03/03 08:33:24 - mmengine - INFO - Epoch(train) [14][2300/5005] lr: 1.0000e-01 eta: 17:38:33 time: 0.1438 data_time: 0.0022 loss: 2.2994 03/03 08:33:39 - mmengine - INFO - Epoch(train) [14][2400/5005] lr: 1.0000e-01 eta: 17:38:17 time: 0.1406 data_time: 0.0020 loss: 1.9485 03/03 08:33:53 - mmengine - INFO - Epoch(train) [14][2500/5005] lr: 1.0000e-01 eta: 17:38:01 time: 0.1684 data_time: 0.0021 loss: 2.2880 03/03 08:34:08 - mmengine - INFO - Epoch(train) [14][2600/5005] lr: 1.0000e-01 eta: 17:37:47 time: 0.1439 data_time: 0.0022 loss: 2.0915 03/03 08:34:22 - mmengine - INFO - Epoch(train) [14][2700/5005] lr: 1.0000e-01 eta: 17:37:30 time: 0.1436 data_time: 0.0021 loss: 2.1213 03/03 08:34:37 - mmengine - INFO - Epoch(train) [14][2800/5005] lr: 1.0000e-01 eta: 17:37:13 time: 0.1424 data_time: 0.0021 loss: 2.0550 03/03 08:34:51 - mmengine - INFO - Epoch(train) [14][2900/5005] lr: 1.0000e-01 eta: 17:36:58 time: 0.1461 data_time: 0.0022 loss: 2.1686 03/03 08:34:57 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:35:06 - mmengine - INFO - Epoch(train) [14][3000/5005] lr: 1.0000e-01 eta: 17:36:43 time: 0.1488 data_time: 0.0022 loss: 2.2021 03/03 08:35:21 - mmengine - INFO - Epoch(train) [14][3100/5005] lr: 1.0000e-01 eta: 17:36:29 time: 0.1406 data_time: 0.0024 loss: 2.1899 03/03 08:35:35 - mmengine - INFO - Epoch(train) [14][3200/5005] lr: 1.0000e-01 eta: 17:36:11 time: 0.1415 data_time: 0.0022 loss: 2.1311 03/03 08:35:49 - mmengine - INFO - Epoch(train) [14][3300/5005] lr: 1.0000e-01 eta: 17:35:53 time: 0.1407 data_time: 0.0020 loss: 2.0161 03/03 08:36:03 - mmengine - INFO - Epoch(train) [14][3400/5005] lr: 1.0000e-01 eta: 17:35:36 time: 0.1429 data_time: 0.0020 loss: 2.0351 03/03 08:36:18 - mmengine - INFO - Epoch(train) [14][3500/5005] lr: 1.0000e-01 eta: 17:35:20 time: 0.1499 data_time: 0.0038 loss: 2.4558 03/03 08:36:33 - mmengine - INFO - Epoch(train) [14][3600/5005] lr: 1.0000e-01 eta: 17:35:07 time: 0.1478 data_time: 0.0021 loss: 2.1555 03/03 08:36:48 - mmengine - INFO - Epoch(train) [14][3700/5005] lr: 1.0000e-01 eta: 17:34:52 time: 0.1345 data_time: 0.0021 loss: 2.0704 03/03 08:37:02 - mmengine - INFO - Epoch(train) [14][3800/5005] lr: 1.0000e-01 eta: 17:34:34 time: 0.1509 data_time: 0.0022 loss: 2.3053 03/03 08:37:17 - mmengine - INFO - Epoch(train) [14][3900/5005] lr: 1.0000e-01 eta: 17:34:21 time: 0.1501 data_time: 0.0020 loss: 2.2472 03/03 08:37:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:37:32 - mmengine - INFO - Epoch(train) [14][4000/5005] lr: 1.0000e-01 eta: 17:34:08 time: 0.1439 data_time: 0.0021 loss: 2.4825 03/03 08:37:46 - mmengine - INFO - Epoch(train) [14][4100/5005] lr: 1.0000e-01 eta: 17:33:53 time: 0.1469 data_time: 0.0021 loss: 2.0573 03/03 08:38:02 - mmengine - INFO - Epoch(train) [14][4200/5005] lr: 1.0000e-01 eta: 17:33:43 time: 0.1555 data_time: 0.0021 loss: 2.2487 03/03 08:38:17 - mmengine - INFO - Epoch(train) [14][4300/5005] lr: 1.0000e-01 eta: 17:33:32 time: 0.1509 data_time: 0.0021 loss: 1.9662 03/03 08:38:32 - mmengine - INFO - Epoch(train) [14][4400/5005] lr: 1.0000e-01 eta: 17:33:19 time: 0.1488 data_time: 0.0022 loss: 2.0948 03/03 08:38:47 - mmengine - INFO - Epoch(train) [14][4500/5005] lr: 1.0000e-01 eta: 17:33:07 time: 0.1483 data_time: 0.0021 loss: 2.3191 03/03 08:39:02 - mmengine - INFO - Epoch(train) [14][4600/5005] lr: 1.0000e-01 eta: 17:32:55 time: 0.1457 data_time: 0.0022 loss: 2.1946 03/03 08:39:17 - mmengine - INFO - Epoch(train) [14][4700/5005] lr: 1.0000e-01 eta: 17:32:42 time: 0.1449 data_time: 0.0022 loss: 2.1290 03/03 08:39:32 - mmengine - INFO - Epoch(train) [14][4800/5005] lr: 1.0000e-01 eta: 17:32:28 time: 0.1440 data_time: 0.0022 loss: 2.1132 03/03 08:39:47 - mmengine - INFO - Epoch(train) [14][4900/5005] lr: 1.0000e-01 eta: 17:32:13 time: 0.1440 data_time: 0.0021 loss: 2.1249 03/03 08:39:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:40:01 - mmengine - INFO - Epoch(train) [14][5000/5005] lr: 1.0000e-01 eta: 17:31:58 time: 0.1473 data_time: 0.0030 loss: 2.1283 03/03 08:40:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:40:03 - mmengine - INFO - Saving checkpoint at 14 epochs 03/03 08:40:10 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:06 time: 0.0586 data_time: 0.0405 03/03 08:40:41 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 54.6980 accuracy/top5: 80.0280 03/03 08:40:57 - mmengine - INFO - Epoch(train) [15][ 100/5005] lr: 1.0000e-01 eta: 17:31:53 time: 0.1476 data_time: 0.0021 loss: 2.1652 03/03 08:41:12 - mmengine - INFO - Epoch(train) [15][ 200/5005] lr: 1.0000e-01 eta: 17:31:39 time: 0.1445 data_time: 0.0021 loss: 2.2205 03/03 08:41:27 - mmengine - INFO - Epoch(train) [15][ 300/5005] lr: 1.0000e-01 eta: 17:31:25 time: 0.1485 data_time: 0.0021 loss: 2.1675 03/03 08:41:41 - mmengine - INFO - Epoch(train) [15][ 400/5005] lr: 1.0000e-01 eta: 17:31:11 time: 0.1427 data_time: 0.0020 loss: 2.0135 03/03 08:41:56 - mmengine - INFO - Epoch(train) [15][ 500/5005] lr: 1.0000e-01 eta: 17:30:58 time: 0.1561 data_time: 0.0021 loss: 2.1904 03/03 08:42:12 - mmengine - INFO - Epoch(train) [15][ 600/5005] lr: 1.0000e-01 eta: 17:30:47 time: 0.1523 data_time: 0.0022 loss: 2.2263 03/03 08:42:27 - mmengine - INFO - Epoch(train) [15][ 700/5005] lr: 1.0000e-01 eta: 17:30:35 time: 0.1484 data_time: 0.0022 loss: 2.0331 03/03 08:42:41 - mmengine - INFO - Epoch(train) [15][ 800/5005] lr: 1.0000e-01 eta: 17:30:20 time: 0.1509 data_time: 0.0022 loss: 2.2502 03/03 08:42:57 - mmengine - INFO - Epoch(train) [15][ 900/5005] lr: 1.0000e-01 eta: 17:30:10 time: 0.1481 data_time: 0.0021 loss: 2.0883 03/03 08:43:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:43:13 - mmengine - INFO - Epoch(train) [15][1000/5005] lr: 1.0000e-01 eta: 17:30:01 time: 0.1550 data_time: 0.0022 loss: 2.1035 03/03 08:43:28 - mmengine - INFO - Epoch(train) [15][1100/5005] lr: 1.0000e-01 eta: 17:29:53 time: 0.1468 data_time: 0.0022 loss: 2.3269 03/03 08:43:43 - mmengine - INFO - Epoch(train) [15][1200/5005] lr: 1.0000e-01 eta: 17:29:39 time: 0.1479 data_time: 0.0024 loss: 2.0480 03/03 08:43:58 - mmengine - INFO - Epoch(train) [15][1300/5005] lr: 1.0000e-01 eta: 17:29:26 time: 0.1691 data_time: 0.0022 loss: 2.0990 03/03 08:44:13 - mmengine - INFO - Epoch(train) [15][1400/5005] lr: 1.0000e-01 eta: 17:29:14 time: 0.1719 data_time: 0.0022 loss: 2.2749 03/03 08:44:28 - mmengine - INFO - Epoch(train) [15][1500/5005] lr: 1.0000e-01 eta: 17:29:01 time: 0.1527 data_time: 0.0022 loss: 2.1077 03/03 08:44:43 - mmengine - INFO - Epoch(train) [15][1600/5005] lr: 1.0000e-01 eta: 17:28:48 time: 0.1461 data_time: 0.0022 loss: 2.3328 03/03 08:44:58 - mmengine - INFO - Epoch(train) [15][1700/5005] lr: 1.0000e-01 eta: 17:28:33 time: 0.1448 data_time: 0.0022 loss: 2.3181 03/03 08:45:13 - mmengine - INFO - Epoch(train) [15][1800/5005] lr: 1.0000e-01 eta: 17:28:19 time: 0.1450 data_time: 0.0021 loss: 2.1595 03/03 08:45:27 - mmengine - INFO - Epoch(train) [15][1900/5005] lr: 1.0000e-01 eta: 17:28:04 time: 0.1480 data_time: 0.0021 loss: 1.9845 03/03 08:45:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:45:42 - mmengine - INFO - Epoch(train) [15][2000/5005] lr: 1.0000e-01 eta: 17:27:49 time: 0.1445 data_time: 0.0021 loss: 2.2128 03/03 08:45:57 - mmengine - INFO - Epoch(train) [15][2100/5005] lr: 1.0000e-01 eta: 17:27:36 time: 0.1496 data_time: 0.0020 loss: 2.1966 03/03 08:46:13 - mmengine - INFO - Epoch(train) [15][2200/5005] lr: 1.0000e-01 eta: 17:27:26 time: 0.1515 data_time: 0.0022 loss: 1.9712 03/03 08:46:28 - mmengine - INFO - Epoch(train) [15][2300/5005] lr: 1.0000e-01 eta: 17:27:17 time: 0.1761 data_time: 0.0023 loss: 2.4120 03/03 08:46:44 - mmengine - INFO - Epoch(train) [15][2400/5005] lr: 1.0000e-01 eta: 17:27:07 time: 0.1529 data_time: 0.0020 loss: 2.1408 03/03 08:46:59 - mmengine - INFO - Epoch(train) [15][2500/5005] lr: 1.0000e-01 eta: 17:26:54 time: 0.1478 data_time: 0.0021 loss: 2.0064 03/03 08:47:13 - mmengine - INFO - Epoch(train) [15][2600/5005] lr: 1.0000e-01 eta: 17:26:39 time: 0.1465 data_time: 0.0021 loss: 2.0848 03/03 08:47:28 - mmengine - INFO - Epoch(train) [15][2700/5005] lr: 1.0000e-01 eta: 17:26:24 time: 0.1407 data_time: 0.0021 loss: 2.2006 03/03 08:47:43 - mmengine - INFO - Epoch(train) [15][2800/5005] lr: 1.0000e-01 eta: 17:26:09 time: 0.1498 data_time: 0.0021 loss: 2.1674 03/03 08:47:58 - mmengine - INFO - Epoch(train) [15][2900/5005] lr: 1.0000e-01 eta: 17:25:58 time: 0.1508 data_time: 0.0022 loss: 2.5439 03/03 08:48:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:48:13 - mmengine - INFO - Epoch(train) [15][3000/5005] lr: 1.0000e-01 eta: 17:25:47 time: 0.1514 data_time: 0.0020 loss: 2.0974 03/03 08:48:28 - mmengine - INFO - Epoch(train) [15][3100/5005] lr: 1.0000e-01 eta: 17:25:34 time: 0.1543 data_time: 0.0022 loss: 2.0608 03/03 08:48:44 - mmengine - INFO - Epoch(train) [15][3200/5005] lr: 1.0000e-01 eta: 17:25:22 time: 0.1503 data_time: 0.0021 loss: 1.9734 03/03 08:48:59 - mmengine - INFO - Epoch(train) [15][3300/5005] lr: 1.0000e-01 eta: 17:25:11 time: 0.1514 data_time: 0.0022 loss: 1.9986 03/03 08:49:14 - mmengine - INFO - Epoch(train) [15][3400/5005] lr: 1.0000e-01 eta: 17:25:01 time: 0.1510 data_time: 0.0021 loss: 2.2391 03/03 08:49:30 - mmengine - INFO - Epoch(train) [15][3500/5005] lr: 1.0000e-01 eta: 17:24:49 time: 0.1572 data_time: 0.0022 loss: 2.0718 03/03 08:49:45 - mmengine - INFO - Epoch(train) [15][3600/5005] lr: 1.0000e-01 eta: 17:24:39 time: 0.1490 data_time: 0.0021 loss: 2.1754 03/03 08:50:00 - mmengine - INFO - Epoch(train) [15][3700/5005] lr: 1.0000e-01 eta: 17:24:28 time: 0.1669 data_time: 0.0022 loss: 2.1754 03/03 08:50:15 - mmengine - INFO - Epoch(train) [15][3800/5005] lr: 1.0000e-01 eta: 17:24:13 time: 0.1478 data_time: 0.0023 loss: 2.0780 03/03 08:50:31 - mmengine - INFO - Epoch(train) [15][3900/5005] lr: 1.0000e-01 eta: 17:24:04 time: 0.1540 data_time: 0.0021 loss: 2.1305 03/03 08:50:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:50:45 - mmengine - INFO - Epoch(train) [15][4000/5005] lr: 1.0000e-01 eta: 17:23:49 time: 0.1460 data_time: 0.0021 loss: 2.1788 03/03 08:51:01 - mmengine - INFO - Epoch(train) [15][4100/5005] lr: 1.0000e-01 eta: 17:23:38 time: 0.1536 data_time: 0.0024 loss: 2.1177 03/03 08:51:16 - mmengine - INFO - Epoch(train) [15][4200/5005] lr: 1.0000e-01 eta: 17:23:28 time: 0.1516 data_time: 0.0022 loss: 2.0362 03/03 08:51:31 - mmengine - INFO - Epoch(train) [15][4300/5005] lr: 1.0000e-01 eta: 17:23:13 time: 0.1501 data_time: 0.0021 loss: 2.0545 03/03 08:51:46 - mmengine - INFO - Epoch(train) [15][4400/5005] lr: 1.0000e-01 eta: 17:22:59 time: 0.1472 data_time: 0.0022 loss: 2.0717 03/03 08:52:01 - mmengine - INFO - Epoch(train) [15][4500/5005] lr: 1.0000e-01 eta: 17:22:48 time: 0.1538 data_time: 0.0022 loss: 2.3668 03/03 08:52:16 - mmengine - INFO - Epoch(train) [15][4600/5005] lr: 1.0000e-01 eta: 17:22:36 time: 0.1517 data_time: 0.0020 loss: 2.0829 03/03 08:52:32 - mmengine - INFO - Epoch(train) [15][4700/5005] lr: 1.0000e-01 eta: 17:22:28 time: 0.1721 data_time: 0.0021 loss: 2.1345 03/03 08:52:47 - mmengine - INFO - Epoch(train) [15][4800/5005] lr: 1.0000e-01 eta: 17:22:13 time: 0.1488 data_time: 0.0021 loss: 2.2235 03/03 08:53:02 - mmengine - INFO - Epoch(train) [15][4900/5005] lr: 1.0000e-01 eta: 17:22:00 time: 0.1483 data_time: 0.0023 loss: 2.0413 03/03 08:53:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:53:17 - mmengine - INFO - Epoch(train) [15][5000/5005] lr: 1.0000e-01 eta: 17:21:48 time: 0.1511 data_time: 0.0032 loss: 2.1083 03/03 08:53:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:53:19 - mmengine - INFO - Saving checkpoint at 15 epochs 03/03 08:53:26 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:06 time: 0.0576 data_time: 0.0397 03/03 08:53:56 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 56.1480 accuracy/top5: 81.0900 03/03 08:54:11 - mmengine - INFO - Epoch(train) [16][ 100/5005] lr: 1.0000e-01 eta: 17:21:38 time: 0.1468 data_time: 0.0022 loss: 1.9233 03/03 08:54:26 - mmengine - INFO - Epoch(train) [16][ 200/5005] lr: 1.0000e-01 eta: 17:21:22 time: 0.1446 data_time: 0.0021 loss: 2.3176 03/03 08:54:40 - mmengine - INFO - Epoch(train) [16][ 300/5005] lr: 1.0000e-01 eta: 17:21:08 time: 0.1456 data_time: 0.0021 loss: 2.2554 03/03 08:54:55 - mmengine - INFO - Epoch(train) [16][ 400/5005] lr: 1.0000e-01 eta: 17:20:52 time: 0.1440 data_time: 0.0020 loss: 2.0221 03/03 08:55:10 - mmengine - INFO - Epoch(train) [16][ 500/5005] lr: 1.0000e-01 eta: 17:20:37 time: 0.1384 data_time: 0.0022 loss: 2.1574 03/03 08:55:24 - mmengine - INFO - Epoch(train) [16][ 600/5005] lr: 1.0000e-01 eta: 17:20:23 time: 0.1484 data_time: 0.0021 loss: 2.0989 03/03 08:55:40 - mmengine - INFO - Epoch(train) [16][ 700/5005] lr: 1.0000e-01 eta: 17:20:10 time: 0.1539 data_time: 0.0022 loss: 2.0226 03/03 08:55:55 - mmengine - INFO - Epoch(train) [16][ 800/5005] lr: 1.0000e-01 eta: 17:20:00 time: 0.1503 data_time: 0.0022 loss: 2.3092 03/03 08:56:10 - mmengine - INFO - Epoch(train) [16][ 900/5005] lr: 1.0000e-01 eta: 17:19:47 time: 0.1485 data_time: 0.0024 loss: 2.2191 03/03 08:56:14 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:56:26 - mmengine - INFO - Epoch(train) [16][1000/5005] lr: 1.0000e-01 eta: 17:19:36 time: 0.1709 data_time: 0.0025 loss: 2.1081 03/03 08:56:40 - mmengine - INFO - Epoch(train) [16][1100/5005] lr: 1.0000e-01 eta: 17:19:20 time: 0.1439 data_time: 0.0023 loss: 2.1753 03/03 08:56:55 - mmengine - INFO - Epoch(train) [16][1200/5005] lr: 1.0000e-01 eta: 17:19:06 time: 0.1479 data_time: 0.0023 loss: 2.2163 03/03 08:57:10 - mmengine - INFO - Epoch(train) [16][1300/5005] lr: 1.0000e-01 eta: 17:18:51 time: 0.1350 data_time: 0.0023 loss: 1.9669 03/03 08:57:24 - mmengine - INFO - Epoch(train) [16][1400/5005] lr: 1.0000e-01 eta: 17:18:36 time: 0.1494 data_time: 0.0022 loss: 2.5715 03/03 08:57:39 - mmengine - INFO - Epoch(train) [16][1500/5005] lr: 1.0000e-01 eta: 17:18:22 time: 0.1453 data_time: 0.0022 loss: 2.1803 03/03 08:57:54 - mmengine - INFO - Epoch(train) [16][1600/5005] lr: 1.0000e-01 eta: 17:18:07 time: 0.1467 data_time: 0.0020 loss: 2.2105 03/03 08:58:09 - mmengine - INFO - Epoch(train) [16][1700/5005] lr: 1.0000e-01 eta: 17:17:53 time: 0.1488 data_time: 0.0019 loss: 2.0228 03/03 08:58:24 - mmengine - INFO - Epoch(train) [16][1800/5005] lr: 1.0000e-01 eta: 17:17:40 time: 0.1491 data_time: 0.0022 loss: 2.1294 03/03 08:58:38 - mmengine - INFO - Epoch(train) [16][1900/5005] lr: 1.0000e-01 eta: 17:17:25 time: 0.1452 data_time: 0.0022 loss: 2.2871 03/03 08:58:42 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 08:58:53 - mmengine - INFO - Epoch(train) [16][2000/5005] lr: 1.0000e-01 eta: 17:17:10 time: 0.1491 data_time: 0.0024 loss: 1.9766 03/03 08:59:08 - mmengine - INFO - Epoch(train) [16][2100/5005] lr: 1.0000e-01 eta: 17:16:58 time: 0.1487 data_time: 0.0021 loss: 2.3917 03/03 08:59:23 - mmengine - INFO - Epoch(train) [16][2200/5005] lr: 1.0000e-01 eta: 17:16:45 time: 0.1458 data_time: 0.0024 loss: 2.1848 03/03 08:59:38 - mmengine - INFO - Epoch(train) [16][2300/5005] lr: 1.0000e-01 eta: 17:16:30 time: 0.1445 data_time: 0.0024 loss: 2.2199 03/03 08:59:52 - mmengine - INFO - Epoch(train) [16][2400/5005] lr: 1.0000e-01 eta: 17:16:13 time: 0.1436 data_time: 0.0025 loss: 2.0239 03/03 09:00:07 - mmengine - INFO - Epoch(train) [16][2500/5005] lr: 1.0000e-01 eta: 17:16:00 time: 0.1513 data_time: 0.0024 loss: 2.0217 03/03 09:00:23 - mmengine - INFO - Epoch(train) [16][2600/5005] lr: 1.0000e-01 eta: 17:15:49 time: 0.1458 data_time: 0.0024 loss: 2.0724 03/03 09:00:38 - mmengine - INFO - Epoch(train) [16][2700/5005] lr: 1.0000e-01 eta: 17:15:34 time: 0.1448 data_time: 0.0022 loss: 2.0285 03/03 09:00:53 - mmengine - INFO - Epoch(train) [16][2800/5005] lr: 1.0000e-01 eta: 17:15:21 time: 0.1481 data_time: 0.0024 loss: 2.3217 03/03 09:01:08 - mmengine - INFO - Epoch(train) [16][2900/5005] lr: 1.0000e-01 eta: 17:15:10 time: 0.1485 data_time: 0.0023 loss: 2.3126 03/03 09:01:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:01:23 - mmengine - INFO - Epoch(train) [16][3000/5005] lr: 1.0000e-01 eta: 17:14:57 time: 0.1504 data_time: 0.0024 loss: 2.1608 03/03 09:01:38 - mmengine - INFO - Epoch(train) [16][3100/5005] lr: 1.0000e-01 eta: 17:14:44 time: 0.1490 data_time: 0.0024 loss: 2.2266 03/03 09:01:53 - mmengine - INFO - Epoch(train) [16][3200/5005] lr: 1.0000e-01 eta: 17:14:31 time: 0.1484 data_time: 0.0025 loss: 2.4149 03/03 09:02:07 - mmengine - INFO - Epoch(train) [16][3300/5005] lr: 1.0000e-01 eta: 17:14:13 time: 0.1477 data_time: 0.0023 loss: 2.2242 03/03 09:02:22 - mmengine - INFO - Epoch(train) [16][3400/5005] lr: 1.0000e-01 eta: 17:14:00 time: 0.1484 data_time: 0.0023 loss: 1.9826 03/03 09:02:37 - mmengine - INFO - Epoch(train) [16][3500/5005] lr: 1.0000e-01 eta: 17:13:45 time: 0.1463 data_time: 0.0022 loss: 2.1357 03/03 09:02:52 - mmengine - INFO - Epoch(train) [16][3600/5005] lr: 1.0000e-01 eta: 17:13:32 time: 0.1427 data_time: 0.0022 loss: 2.1759 03/03 09:03:07 - mmengine - INFO - Epoch(train) [16][3700/5005] lr: 1.0000e-01 eta: 17:13:17 time: 0.1461 data_time: 0.0023 loss: 2.1694 03/03 09:03:21 - mmengine - INFO - Epoch(train) [16][3800/5005] lr: 1.0000e-01 eta: 17:13:02 time: 0.1454 data_time: 0.0024 loss: 2.2447 03/03 09:03:36 - mmengine - INFO - Epoch(train) [16][3900/5005] lr: 1.0000e-01 eta: 17:12:46 time: 0.1431 data_time: 0.0025 loss: 2.1306 03/03 09:03:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:03:51 - mmengine - INFO - Epoch(train) [16][4000/5005] lr: 1.0000e-01 eta: 17:12:34 time: 0.1490 data_time: 0.0022 loss: 1.9552 03/03 09:04:06 - mmengine - INFO - Epoch(train) [16][4100/5005] lr: 1.0000e-01 eta: 17:12:22 time: 0.1556 data_time: 0.0025 loss: 2.0741 03/03 09:04:22 - mmengine - INFO - Epoch(train) [16][4200/5005] lr: 1.0000e-01 eta: 17:12:11 time: 0.1756 data_time: 0.0020 loss: 2.2129 03/03 09:04:36 - mmengine - INFO - Epoch(train) [16][4300/5005] lr: 1.0000e-01 eta: 17:11:55 time: 0.1394 data_time: 0.0020 loss: 2.1548 03/03 09:04:50 - mmengine - INFO - Epoch(train) [16][4400/5005] lr: 1.0000e-01 eta: 17:11:37 time: 0.1457 data_time: 0.0022 loss: 2.1103 03/03 09:05:05 - mmengine - INFO - Epoch(train) [16][4500/5005] lr: 1.0000e-01 eta: 17:11:23 time: 0.1495 data_time: 0.0022 loss: 2.0233 03/03 09:05:20 - mmengine - INFO - Epoch(train) [16][4600/5005] lr: 1.0000e-01 eta: 17:11:10 time: 0.1522 data_time: 0.0020 loss: 2.2940 03/03 09:05:35 - mmengine - INFO - Epoch(train) [16][4700/5005] lr: 1.0000e-01 eta: 17:10:56 time: 0.1538 data_time: 0.0021 loss: 2.1793 03/03 09:05:51 - mmengine - INFO - Epoch(train) [16][4800/5005] lr: 1.0000e-01 eta: 17:10:46 time: 0.1465 data_time: 0.0023 loss: 1.9125 03/03 09:06:06 - mmengine - INFO - Epoch(train) [16][4900/5005] lr: 1.0000e-01 eta: 17:10:36 time: 0.1506 data_time: 0.0023 loss: 2.1134 03/03 09:06:10 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:06:22 - mmengine - INFO - Epoch(train) [16][5000/5005] lr: 1.0000e-01 eta: 17:10:24 time: 0.1643 data_time: 0.0027 loss: 2.0182 03/03 09:06:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:06:23 - mmengine - INFO - Saving checkpoint at 16 epochs 03/03 09:06:31 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:06 time: 0.0622 data_time: 0.0442 03/03 09:07:00 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 55.7040 accuracy/top5: 80.7240 03/03 09:07:16 - mmengine - INFO - Epoch(train) [17][ 100/5005] lr: 1.0000e-01 eta: 17:10:12 time: 0.1495 data_time: 0.0022 loss: 2.0889 03/03 09:07:31 - mmengine - INFO - Epoch(train) [17][ 200/5005] lr: 1.0000e-01 eta: 17:10:00 time: 0.1702 data_time: 0.0020 loss: 2.2362 03/03 09:07:46 - mmengine - INFO - Epoch(train) [17][ 300/5005] lr: 1.0000e-01 eta: 17:09:46 time: 0.1500 data_time: 0.0020 loss: 2.1803 03/03 09:08:01 - mmengine - INFO - Epoch(train) [17][ 400/5005] lr: 1.0000e-01 eta: 17:09:32 time: 0.1517 data_time: 0.0021 loss: 2.2423 03/03 09:08:16 - mmengine - INFO - Epoch(train) [17][ 500/5005] lr: 1.0000e-01 eta: 17:09:19 time: 0.1555 data_time: 0.0021 loss: 2.2081 03/03 09:08:31 - mmengine - INFO - Epoch(train) [17][ 600/5005] lr: 1.0000e-01 eta: 17:09:06 time: 0.1508 data_time: 0.0019 loss: 2.0408 03/03 09:08:46 - mmengine - INFO - Epoch(train) [17][ 700/5005] lr: 1.0000e-01 eta: 17:08:56 time: 0.1795 data_time: 0.0020 loss: 2.0949 03/03 09:09:01 - mmengine - INFO - Epoch(train) [17][ 800/5005] lr: 1.0000e-01 eta: 17:08:41 time: 0.1478 data_time: 0.0022 loss: 2.1506 03/03 09:09:16 - mmengine - INFO - Epoch(train) [17][ 900/5005] lr: 1.0000e-01 eta: 17:08:26 time: 0.1481 data_time: 0.0021 loss: 2.0128 03/03 09:09:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:09:30 - mmengine - INFO - Epoch(train) [17][1000/5005] lr: 1.0000e-01 eta: 17:08:11 time: 0.1448 data_time: 0.0025 loss: 2.0575 03/03 09:09:45 - mmengine - INFO - Epoch(train) [17][1100/5005] lr: 1.0000e-01 eta: 17:07:54 time: 0.1446 data_time: 0.0022 loss: 2.2673 03/03 09:09:59 - mmengine - INFO - Epoch(train) [17][1200/5005] lr: 1.0000e-01 eta: 17:07:37 time: 0.1432 data_time: 0.0021 loss: 2.2036 03/03 09:10:14 - mmengine - INFO - Epoch(train) [17][1300/5005] lr: 1.0000e-01 eta: 17:07:22 time: 0.1466 data_time: 0.0027 loss: 1.9223 03/03 09:10:29 - mmengine - INFO - Epoch(train) [17][1400/5005] lr: 1.0000e-01 eta: 17:07:08 time: 0.1438 data_time: 0.0025 loss: 2.2036 03/03 09:10:43 - mmengine - INFO - Epoch(train) [17][1500/5005] lr: 1.0000e-01 eta: 17:06:54 time: 0.1470 data_time: 0.0026 loss: 2.1530 03/03 09:10:59 - mmengine - INFO - Epoch(train) [17][1600/5005] lr: 1.0000e-01 eta: 17:06:41 time: 0.1440 data_time: 0.0023 loss: 2.1348 03/03 09:11:13 - mmengine - INFO - Epoch(train) [17][1700/5005] lr: 1.0000e-01 eta: 17:06:25 time: 0.1430 data_time: 0.0021 loss: 2.0067 03/03 09:11:28 - mmengine - INFO - Epoch(train) [17][1800/5005] lr: 1.0000e-01 eta: 17:06:11 time: 0.1474 data_time: 0.0023 loss: 2.1696 03/03 09:11:43 - mmengine - INFO - Epoch(train) [17][1900/5005] lr: 1.0000e-01 eta: 17:05:57 time: 0.1473 data_time: 0.0023 loss: 1.8891 03/03 09:11:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:11:58 - mmengine - INFO - Epoch(train) [17][2000/5005] lr: 1.0000e-01 eta: 17:05:45 time: 0.1439 data_time: 0.0024 loss: 2.0480 03/03 09:12:13 - mmengine - INFO - Epoch(train) [17][2100/5005] lr: 1.0000e-01 eta: 17:05:29 time: 0.1462 data_time: 0.0023 loss: 2.3439 03/03 09:12:27 - mmengine - INFO - Epoch(train) [17][2200/5005] lr: 1.0000e-01 eta: 17:05:14 time: 0.1478 data_time: 0.0022 loss: 2.1009 03/03 09:12:42 - mmengine - INFO - Epoch(train) [17][2300/5005] lr: 1.0000e-01 eta: 17:04:59 time: 0.1464 data_time: 0.0021 loss: 2.3155 03/03 09:12:57 - mmengine - INFO - Epoch(train) [17][2400/5005] lr: 1.0000e-01 eta: 17:04:44 time: 0.1453 data_time: 0.0020 loss: 2.0283 03/03 09:13:11 - mmengine - INFO - Epoch(train) [17][2500/5005] lr: 1.0000e-01 eta: 17:04:29 time: 0.1458 data_time: 0.0021 loss: 1.9188 03/03 09:13:26 - mmengine - INFO - Epoch(train) [17][2600/5005] lr: 1.0000e-01 eta: 17:04:15 time: 0.1477 data_time: 0.0022 loss: 2.0733 03/03 09:13:41 - mmengine - INFO - Epoch(train) [17][2700/5005] lr: 1.0000e-01 eta: 17:04:01 time: 0.1456 data_time: 0.0021 loss: 2.2399 03/03 09:13:56 - mmengine - INFO - Epoch(train) [17][2800/5005] lr: 1.0000e-01 eta: 17:03:48 time: 0.1437 data_time: 0.0020 loss: 2.2229 03/03 09:14:11 - mmengine - INFO - Epoch(train) [17][2900/5005] lr: 1.0000e-01 eta: 17:03:34 time: 0.1471 data_time: 0.0020 loss: 2.3358 03/03 09:14:14 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:14:26 - mmengine - INFO - Epoch(train) [17][3000/5005] lr: 1.0000e-01 eta: 17:03:19 time: 0.1428 data_time: 0.0020 loss: 2.0263 03/03 09:14:40 - mmengine - INFO - Epoch(train) [17][3100/5005] lr: 1.0000e-01 eta: 17:03:02 time: 0.1487 data_time: 0.0020 loss: 2.0388 03/03 09:14:55 - mmengine - INFO - Epoch(train) [17][3200/5005] lr: 1.0000e-01 eta: 17:02:47 time: 0.1449 data_time: 0.0022 loss: 2.0577 03/03 09:15:10 - mmengine - INFO - Epoch(train) [17][3300/5005] lr: 1.0000e-01 eta: 17:02:32 time: 0.1693 data_time: 0.0021 loss: 2.0815 03/03 09:15:24 - mmengine - INFO - Epoch(train) [17][3400/5005] lr: 1.0000e-01 eta: 17:02:14 time: 0.1413 data_time: 0.0020 loss: 2.1462 03/03 09:15:38 - mmengine - INFO - Epoch(train) [17][3500/5005] lr: 1.0000e-01 eta: 17:01:55 time: 0.1395 data_time: 0.0022 loss: 2.2617 03/03 09:15:51 - mmengine - INFO - Epoch(train) [17][3600/5005] lr: 1.0000e-01 eta: 17:01:36 time: 0.1444 data_time: 0.0022 loss: 2.3518 03/03 09:16:06 - mmengine - INFO - Epoch(train) [17][3700/5005] lr: 1.0000e-01 eta: 17:01:20 time: 0.1455 data_time: 0.0020 loss: 2.0649 03/03 09:16:20 - mmengine - INFO - Epoch(train) [17][3800/5005] lr: 1.0000e-01 eta: 17:01:04 time: 0.1452 data_time: 0.0020 loss: 1.9727 03/03 09:16:35 - mmengine - INFO - Epoch(train) [17][3900/5005] lr: 1.0000e-01 eta: 17:00:47 time: 0.1427 data_time: 0.0021 loss: 2.2368 03/03 09:16:37 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:16:49 - mmengine - INFO - Epoch(train) [17][4000/5005] lr: 1.0000e-01 eta: 17:00:30 time: 0.1477 data_time: 0.0022 loss: 1.9116 03/03 09:17:04 - mmengine - INFO - Epoch(train) [17][4100/5005] lr: 1.0000e-01 eta: 17:00:15 time: 0.1404 data_time: 0.0022 loss: 2.1434 03/03 09:17:18 - mmengine - INFO - Epoch(train) [17][4200/5005] lr: 1.0000e-01 eta: 16:59:57 time: 0.1409 data_time: 0.0023 loss: 2.0356 03/03 09:17:32 - mmengine - INFO - Epoch(train) [17][4300/5005] lr: 1.0000e-01 eta: 16:59:41 time: 0.1452 data_time: 0.0023 loss: 1.9236 03/03 09:17:47 - mmengine - INFO - Epoch(train) [17][4400/5005] lr: 1.0000e-01 eta: 16:59:29 time: 0.1442 data_time: 0.0021 loss: 2.2435 03/03 09:18:02 - mmengine - INFO - Epoch(train) [17][4500/5005] lr: 1.0000e-01 eta: 16:59:11 time: 0.1430 data_time: 0.0023 loss: 2.2492 03/03 09:18:16 - mmengine - INFO - Epoch(train) [17][4600/5005] lr: 1.0000e-01 eta: 16:58:56 time: 0.1415 data_time: 0.0023 loss: 2.2731 03/03 09:18:31 - mmengine - INFO - Epoch(train) [17][4700/5005] lr: 1.0000e-01 eta: 16:58:42 time: 0.1553 data_time: 0.0023 loss: 2.2010 03/03 09:18:46 - mmengine - INFO - Epoch(train) [17][4800/5005] lr: 1.0000e-01 eta: 16:58:28 time: 0.1477 data_time: 0.0025 loss: 2.0213 03/03 09:19:01 - mmengine - INFO - Epoch(train) [17][4900/5005] lr: 1.0000e-01 eta: 16:58:15 time: 0.1476 data_time: 0.0026 loss: 2.2719 03/03 09:19:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:19:15 - mmengine - INFO - Epoch(train) [17][5000/5005] lr: 1.0000e-01 eta: 16:57:59 time: 0.1403 data_time: 0.0032 loss: 2.0170 03/03 09:19:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:19:17 - mmengine - INFO - Saving checkpoint at 17 epochs 03/03 09:19:24 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:06 time: 0.0654 data_time: 0.0471 03/03 09:19:53 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 55.9540 accuracy/top5: 80.6440 03/03 09:20:08 - mmengine - INFO - Epoch(train) [18][ 100/5005] lr: 1.0000e-01 eta: 16:57:45 time: 0.1404 data_time: 0.0026 loss: 2.0947 03/03 09:20:22 - mmengine - INFO - Epoch(train) [18][ 200/5005] lr: 1.0000e-01 eta: 16:57:26 time: 0.1319 data_time: 0.0027 loss: 2.0228 03/03 09:20:36 - mmengine - INFO - Epoch(train) [18][ 300/5005] lr: 1.0000e-01 eta: 16:57:08 time: 0.1429 data_time: 0.0024 loss: 2.0330 03/03 09:20:51 - mmengine - INFO - Epoch(train) [18][ 400/5005] lr: 1.0000e-01 eta: 16:56:54 time: 0.1525 data_time: 0.0028 loss: 2.1296 03/03 09:21:06 - mmengine - INFO - Epoch(train) [18][ 500/5005] lr: 1.0000e-01 eta: 16:56:40 time: 0.1466 data_time: 0.0028 loss: 2.0267 03/03 09:21:21 - mmengine - INFO - Epoch(train) [18][ 600/5005] lr: 1.0000e-01 eta: 16:56:27 time: 0.1460 data_time: 0.0025 loss: 2.1835 03/03 09:21:36 - mmengine - INFO - Epoch(train) [18][ 700/5005] lr: 1.0000e-01 eta: 16:56:15 time: 0.1465 data_time: 0.0020 loss: 2.0002 03/03 09:21:51 - mmengine - INFO - Epoch(train) [18][ 800/5005] lr: 1.0000e-01 eta: 16:56:00 time: 0.1444 data_time: 0.0021 loss: 2.1311 03/03 09:22:06 - mmengine - INFO - Epoch(train) [18][ 900/5005] lr: 1.0000e-01 eta: 16:55:45 time: 0.1461 data_time: 0.0020 loss: 2.2101 03/03 09:22:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:22:20 - mmengine - INFO - Epoch(train) [18][1000/5005] lr: 1.0000e-01 eta: 16:55:30 time: 0.1402 data_time: 0.0021 loss: 2.1206 03/03 09:22:35 - mmengine - INFO - Epoch(train) [18][1100/5005] lr: 1.0000e-01 eta: 16:55:15 time: 0.1375 data_time: 0.0022 loss: 2.0691 03/03 09:22:50 - mmengine - INFO - Epoch(train) [18][1200/5005] lr: 1.0000e-01 eta: 16:55:00 time: 0.1512 data_time: 0.0028 loss: 2.3000 03/03 09:23:04 - mmengine - INFO - Epoch(train) [18][1300/5005] lr: 1.0000e-01 eta: 16:54:45 time: 0.1418 data_time: 0.0025 loss: 2.2531 03/03 09:23:19 - mmengine - INFO - Epoch(train) [18][1400/5005] lr: 1.0000e-01 eta: 16:54:28 time: 0.1473 data_time: 0.0024 loss: 1.9892 03/03 09:23:34 - mmengine - INFO - Epoch(train) [18][1500/5005] lr: 1.0000e-01 eta: 16:54:14 time: 0.1450 data_time: 0.0028 loss: 1.9475 03/03 09:23:48 - mmengine - INFO - Epoch(train) [18][1600/5005] lr: 1.0000e-01 eta: 16:53:58 time: 0.1436 data_time: 0.0024 loss: 1.9788 03/03 09:24:02 - mmengine - INFO - Epoch(train) [18][1700/5005] lr: 1.0000e-01 eta: 16:53:42 time: 0.1390 data_time: 0.0023 loss: 2.0534 03/03 09:24:17 - mmengine - INFO - Epoch(train) [18][1800/5005] lr: 1.0000e-01 eta: 16:53:25 time: 0.1440 data_time: 0.0024 loss: 2.1475 03/03 09:24:32 - mmengine - INFO - Epoch(train) [18][1900/5005] lr: 1.0000e-01 eta: 16:53:11 time: 0.1460 data_time: 0.0021 loss: 1.8591 03/03 09:24:34 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:24:46 - mmengine - INFO - Epoch(train) [18][2000/5005] lr: 1.0000e-01 eta: 16:52:57 time: 0.1383 data_time: 0.0021 loss: 1.9647 03/03 09:25:00 - mmengine - INFO - Epoch(train) [18][2100/5005] lr: 1.0000e-01 eta: 16:52:39 time: 0.1345 data_time: 0.0021 loss: 2.0955 03/03 09:25:14 - mmengine - INFO - Epoch(train) [18][2200/5005] lr: 1.0000e-01 eta: 16:52:20 time: 0.1401 data_time: 0.0021 loss: 2.0559 03/03 09:25:28 - mmengine - INFO - Epoch(train) [18][2300/5005] lr: 1.0000e-01 eta: 16:52:02 time: 0.1388 data_time: 0.0021 loss: 2.1304 03/03 09:25:42 - mmengine - INFO - Epoch(train) [18][2400/5005] lr: 1.0000e-01 eta: 16:51:43 time: 0.1396 data_time: 0.0021 loss: 2.1221 03/03 09:25:56 - mmengine - INFO - Epoch(train) [18][2500/5005] lr: 1.0000e-01 eta: 16:51:26 time: 0.1378 data_time: 0.0022 loss: 2.1184 03/03 09:26:10 - mmengine - INFO - Epoch(train) [18][2600/5005] lr: 1.0000e-01 eta: 16:51:08 time: 0.1419 data_time: 0.0024 loss: 2.1293 03/03 09:26:25 - mmengine - INFO - Epoch(train) [18][2700/5005] lr: 1.0000e-01 eta: 16:50:50 time: 0.1404 data_time: 0.0025 loss: 2.0650 03/03 09:26:39 - mmengine - INFO - Epoch(train) [18][2800/5005] lr: 1.0000e-01 eta: 16:50:33 time: 0.1416 data_time: 0.0024 loss: 2.1673 03/03 09:26:53 - mmengine - INFO - Epoch(train) [18][2900/5005] lr: 1.0000e-01 eta: 16:50:16 time: 0.1422 data_time: 0.0023 loss: 2.3737 03/03 09:26:55 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:27:07 - mmengine - INFO - Epoch(train) [18][3000/5005] lr: 1.0000e-01 eta: 16:49:58 time: 0.1385 data_time: 0.0024 loss: 2.0145 03/03 09:27:22 - mmengine - INFO - Epoch(train) [18][3100/5005] lr: 1.0000e-01 eta: 16:49:42 time: 0.1459 data_time: 0.0024 loss: 2.0167 03/03 09:27:36 - mmengine - INFO - Epoch(train) [18][3200/5005] lr: 1.0000e-01 eta: 16:49:28 time: 0.1467 data_time: 0.0021 loss: 2.1447 03/03 09:27:51 - mmengine - INFO - Epoch(train) [18][3300/5005] lr: 1.0000e-01 eta: 16:49:12 time: 0.1401 data_time: 0.0022 loss: 2.2285 03/03 09:28:05 - mmengine - INFO - Epoch(train) [18][3400/5005] lr: 1.0000e-01 eta: 16:48:53 time: 0.1365 data_time: 0.0022 loss: 2.2249 03/03 09:28:18 - mmengine - INFO - Epoch(train) [18][3500/5005] lr: 1.0000e-01 eta: 16:48:33 time: 0.1412 data_time: 0.0022 loss: 1.9769 03/03 09:28:33 - mmengine - INFO - Epoch(train) [18][3600/5005] lr: 1.0000e-01 eta: 16:48:18 time: 0.1384 data_time: 0.0023 loss: 2.3190 03/03 09:28:47 - mmengine - INFO - Epoch(train) [18][3700/5005] lr: 1.0000e-01 eta: 16:48:00 time: 0.1422 data_time: 0.0024 loss: 2.0541 03/03 09:29:01 - mmengine - INFO - Epoch(train) [18][3800/5005] lr: 1.0000e-01 eta: 16:47:43 time: 0.1377 data_time: 0.0022 loss: 2.0912 03/03 09:29:15 - mmengine - INFO - Epoch(train) [18][3900/5005] lr: 1.0000e-01 eta: 16:47:23 time: 0.1335 data_time: 0.0024 loss: 2.1915 03/03 09:29:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:29:28 - mmengine - INFO - Epoch(train) [18][4000/5005] lr: 1.0000e-01 eta: 16:47:03 time: 0.1358 data_time: 0.0022 loss: 2.1028 03/03 09:29:42 - mmengine - INFO - Epoch(train) [18][4100/5005] lr: 1.0000e-01 eta: 16:46:45 time: 0.1402 data_time: 0.0023 loss: 2.2069 03/03 09:29:57 - mmengine - INFO - Epoch(train) [18][4200/5005] lr: 1.0000e-01 eta: 16:46:29 time: 0.1416 data_time: 0.0023 loss: 1.9633 03/03 09:30:11 - mmengine - INFO - Epoch(train) [18][4300/5005] lr: 1.0000e-01 eta: 16:46:13 time: 0.1459 data_time: 0.0022 loss: 2.2090 03/03 09:30:26 - mmengine - INFO - Epoch(train) [18][4400/5005] lr: 1.0000e-01 eta: 16:46:00 time: 0.1500 data_time: 0.0025 loss: 2.1818 03/03 09:30:41 - mmengine - INFO - Epoch(train) [18][4500/5005] lr: 1.0000e-01 eta: 16:45:44 time: 0.1422 data_time: 0.0023 loss: 2.3146 03/03 09:30:55 - mmengine - INFO - Epoch(train) [18][4600/5005] lr: 1.0000e-01 eta: 16:45:27 time: 0.1388 data_time: 0.0022 loss: 2.3037 03/03 09:31:09 - mmengine - INFO - Epoch(train) [18][4700/5005] lr: 1.0000e-01 eta: 16:45:11 time: 0.1452 data_time: 0.0024 loss: 2.1888 03/03 09:31:24 - mmengine - INFO - Epoch(train) [18][4800/5005] lr: 1.0000e-01 eta: 16:44:54 time: 0.1443 data_time: 0.0025 loss: 2.0274 03/03 09:31:38 - mmengine - INFO - Epoch(train) [18][4900/5005] lr: 1.0000e-01 eta: 16:44:39 time: 0.1725 data_time: 0.0023 loss: 2.0286 03/03 09:31:41 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:31:54 - mmengine - INFO - Epoch(train) [18][5000/5005] lr: 1.0000e-01 eta: 16:44:29 time: 0.1435 data_time: 0.0033 loss: 2.3099 03/03 09:31:55 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:31:55 - mmengine - INFO - Saving checkpoint at 18 epochs 03/03 09:32:03 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:06 time: 0.0649 data_time: 0.0465 03/03 09:32:32 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 56.8320 accuracy/top5: 81.4320 03/03 09:32:47 - mmengine - INFO - Epoch(train) [19][ 100/5005] lr: 1.0000e-01 eta: 16:44:19 time: 0.1436 data_time: 0.0023 loss: 2.0479 03/03 09:33:02 - mmengine - INFO - Epoch(train) [19][ 200/5005] lr: 1.0000e-01 eta: 16:44:03 time: 0.1424 data_time: 0.0023 loss: 2.0917 03/03 09:33:17 - mmengine - INFO - Epoch(train) [19][ 300/5005] lr: 1.0000e-01 eta: 16:43:49 time: 0.1416 data_time: 0.0023 loss: 1.9352 03/03 09:33:32 - mmengine - INFO - Epoch(train) [19][ 400/5005] lr: 1.0000e-01 eta: 16:43:35 time: 0.1466 data_time: 0.0024 loss: 2.0315 03/03 09:33:46 - mmengine - INFO - Epoch(train) [19][ 500/5005] lr: 1.0000e-01 eta: 16:43:20 time: 0.1492 data_time: 0.0021 loss: 2.2161 03/03 09:34:01 - mmengine - INFO - Epoch(train) [19][ 600/5005] lr: 1.0000e-01 eta: 16:43:06 time: 0.1450 data_time: 0.0021 loss: 1.9461 03/03 09:34:16 - mmengine - INFO - Epoch(train) [19][ 700/5005] lr: 1.0000e-01 eta: 16:42:52 time: 0.1450 data_time: 0.0021 loss: 2.1136 03/03 09:34:31 - mmengine - INFO - Epoch(train) [19][ 800/5005] lr: 1.0000e-01 eta: 16:42:36 time: 0.1484 data_time: 0.0021 loss: 2.3107 03/03 09:34:46 - mmengine - INFO - Epoch(train) [19][ 900/5005] lr: 1.0000e-01 eta: 16:42:24 time: 0.1517 data_time: 0.0022 loss: 2.1829 03/03 09:34:47 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:35:00 - mmengine - INFO - Epoch(train) [19][1000/5005] lr: 1.0000e-01 eta: 16:42:07 time: 0.1372 data_time: 0.0022 loss: 2.0465 03/03 09:35:15 - mmengine - INFO - Epoch(train) [19][1100/5005] lr: 1.0000e-01 eta: 16:41:51 time: 0.1418 data_time: 0.0020 loss: 2.1542 03/03 09:35:29 - mmengine - INFO - Epoch(train) [19][1200/5005] lr: 1.0000e-01 eta: 16:41:34 time: 0.1427 data_time: 0.0020 loss: 2.2620 03/03 09:35:43 - mmengine - INFO - Epoch(train) [19][1300/5005] lr: 1.0000e-01 eta: 16:41:19 time: 0.1651 data_time: 0.0021 loss: 2.0776 03/03 09:35:58 - mmengine - INFO - Epoch(train) [19][1400/5005] lr: 1.0000e-01 eta: 16:41:04 time: 0.1367 data_time: 0.0023 loss: 2.0597 03/03 09:36:13 - mmengine - INFO - Epoch(train) [19][1500/5005] lr: 1.0000e-01 eta: 16:40:49 time: 0.1717 data_time: 0.0023 loss: 2.0848 03/03 09:36:27 - mmengine - INFO - Epoch(train) [19][1600/5005] lr: 1.0000e-01 eta: 16:40:33 time: 0.1462 data_time: 0.0022 loss: 2.1919 03/03 09:36:42 - mmengine - INFO - Epoch(train) [19][1700/5005] lr: 1.0000e-01 eta: 16:40:17 time: 0.1372 data_time: 0.0022 loss: 2.2567 03/03 09:36:56 - mmengine - INFO - Epoch(train) [19][1800/5005] lr: 1.0000e-01 eta: 16:40:00 time: 0.1376 data_time: 0.0021 loss: 2.2764 03/03 09:37:09 - mmengine - INFO - Epoch(train) [19][1900/5005] lr: 1.0000e-01 eta: 16:39:40 time: 0.1379 data_time: 0.0020 loss: 2.0488 03/03 09:37:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:37:23 - mmengine - INFO - Epoch(train) [19][2000/5005] lr: 1.0000e-01 eta: 16:39:22 time: 0.1424 data_time: 0.0021 loss: 2.1924 03/03 09:37:38 - mmengine - INFO - Epoch(train) [19][2100/5005] lr: 1.0000e-01 eta: 16:39:06 time: 0.1448 data_time: 0.0026 loss: 1.9902 03/03 09:37:53 - mmengine - INFO - Epoch(train) [19][2200/5005] lr: 1.0000e-01 eta: 16:38:52 time: 0.1444 data_time: 0.0022 loss: 2.2199 03/03 09:38:07 - mmengine - INFO - Epoch(train) [19][2300/5005] lr: 1.0000e-01 eta: 16:38:37 time: 0.1410 data_time: 0.0022 loss: 2.3111 03/03 09:38:21 - mmengine - INFO - Epoch(train) [19][2400/5005] lr: 1.0000e-01 eta: 16:38:20 time: 0.1424 data_time: 0.0022 loss: 2.0703 03/03 09:38:36 - mmengine - INFO - Epoch(train) [19][2500/5005] lr: 1.0000e-01 eta: 16:38:04 time: 0.1451 data_time: 0.0023 loss: 2.2170 03/03 09:38:50 - mmengine - INFO - Epoch(train) [19][2600/5005] lr: 1.0000e-01 eta: 16:37:48 time: 0.1481 data_time: 0.0024 loss: 2.2789 03/03 09:39:05 - mmengine - INFO - Epoch(train) [19][2700/5005] lr: 1.0000e-01 eta: 16:37:34 time: 0.1679 data_time: 0.0023 loss: 2.3272 03/03 09:39:19 - mmengine - INFO - Epoch(train) [19][2800/5005] lr: 1.0000e-01 eta: 16:37:17 time: 0.1344 data_time: 0.0022 loss: 2.1498 03/03 09:39:33 - mmengine - INFO - Epoch(train) [19][2900/5005] lr: 1.0000e-01 eta: 16:36:59 time: 0.1368 data_time: 0.0023 loss: 2.2704 03/03 09:39:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:39:47 - mmengine - INFO - Epoch(train) [19][3000/5005] lr: 1.0000e-01 eta: 16:36:42 time: 0.1414 data_time: 0.0022 loss: 1.7735 03/03 09:40:02 - mmengine - INFO - Epoch(train) [19][3100/5005] lr: 1.0000e-01 eta: 16:36:25 time: 0.1385 data_time: 0.0023 loss: 2.1262 03/03 09:40:16 - mmengine - INFO - Epoch(train) [19][3200/5005] lr: 1.0000e-01 eta: 16:36:09 time: 0.1369 data_time: 0.0022 loss: 2.1436 03/03 09:40:30 - mmengine - INFO - Epoch(train) [19][3300/5005] lr: 1.0000e-01 eta: 16:35:51 time: 0.1400 data_time: 0.0021 loss: 2.0460 03/03 09:40:44 - mmengine - INFO - Epoch(train) [19][3400/5005] lr: 1.0000e-01 eta: 16:35:33 time: 0.1361 data_time: 0.0022 loss: 1.9868 03/03 09:40:58 - mmengine - INFO - Epoch(train) [19][3500/5005] lr: 1.0000e-01 eta: 16:35:15 time: 0.1378 data_time: 0.0022 loss: 2.2308 03/03 09:41:12 - mmengine - INFO - Epoch(train) [19][3600/5005] lr: 1.0000e-01 eta: 16:34:56 time: 0.1398 data_time: 0.0024 loss: 2.1511 03/03 09:41:26 - mmengine - INFO - Epoch(train) [19][3700/5005] lr: 1.0000e-01 eta: 16:34:39 time: 0.1322 data_time: 0.0022 loss: 2.1794 03/03 09:41:40 - mmengine - INFO - Epoch(train) [19][3800/5005] lr: 1.0000e-01 eta: 16:34:20 time: 0.1404 data_time: 0.0022 loss: 2.0638 03/03 09:41:54 - mmengine - INFO - Epoch(train) [19][3900/5005] lr: 1.0000e-01 eta: 16:34:04 time: 0.1407 data_time: 0.0023 loss: 1.8574 03/03 09:41:55 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:42:08 - mmengine - INFO - Epoch(train) [19][4000/5005] lr: 1.0000e-01 eta: 16:33:46 time: 0.1431 data_time: 0.0022 loss: 2.0826 03/03 09:42:22 - mmengine - INFO - Epoch(train) [19][4100/5005] lr: 1.0000e-01 eta: 16:33:29 time: 0.1407 data_time: 0.0028 loss: 2.1615 03/03 09:42:36 - mmengine - INFO - Epoch(train) [19][4200/5005] lr: 1.0000e-01 eta: 16:33:11 time: 0.1364 data_time: 0.0022 loss: 2.1703 03/03 09:42:50 - mmengine - INFO - Epoch(train) [19][4300/5005] lr: 1.0000e-01 eta: 16:32:53 time: 0.1377 data_time: 0.0026 loss: 2.0243 03/03 09:43:05 - mmengine - INFO - Epoch(train) [19][4400/5005] lr: 1.0000e-01 eta: 16:32:40 time: 0.1703 data_time: 0.0026 loss: 1.8979 03/03 09:43:20 - mmengine - INFO - Epoch(train) [19][4500/5005] lr: 1.0000e-01 eta: 16:32:28 time: 0.1493 data_time: 0.0028 loss: 2.1001 03/03 09:43:35 - mmengine - INFO - Epoch(train) [19][4600/5005] lr: 1.0000e-01 eta: 16:32:14 time: 0.1507 data_time: 0.0026 loss: 2.4970 03/03 09:43:50 - mmengine - INFO - Epoch(train) [19][4700/5005] lr: 1.0000e-01 eta: 16:32:01 time: 0.1635 data_time: 0.0022 loss: 2.2896 03/03 09:44:05 - mmengine - INFO - Epoch(train) [19][4800/5005] lr: 1.0000e-01 eta: 16:31:47 time: 0.1467 data_time: 0.0026 loss: 1.9978 03/03 09:44:20 - mmengine - INFO - Epoch(train) [19][4900/5005] lr: 1.0000e-01 eta: 16:31:31 time: 0.1399 data_time: 0.0025 loss: 2.1006 03/03 09:44:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:44:34 - mmengine - INFO - Epoch(train) [19][5000/5005] lr: 1.0000e-01 eta: 16:31:16 time: 0.1426 data_time: 0.0035 loss: 2.0340 03/03 09:44:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:44:36 - mmengine - INFO - Saving checkpoint at 19 epochs 03/03 09:44:44 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:06 time: 0.0675 data_time: 0.0487 03/03 09:45:13 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 57.1140 accuracy/top5: 81.5800 03/03 09:45:29 - mmengine - INFO - Epoch(train) [20][ 100/5005] lr: 1.0000e-01 eta: 16:31:06 time: 0.1436 data_time: 0.0027 loss: 2.0356 03/03 09:45:43 - mmengine - INFO - Epoch(train) [20][ 200/5005] lr: 1.0000e-01 eta: 16:30:50 time: 0.1417 data_time: 0.0025 loss: 1.9356 03/03 09:45:59 - mmengine - INFO - Epoch(train) [20][ 300/5005] lr: 1.0000e-01 eta: 16:30:37 time: 0.1494 data_time: 0.0025 loss: 2.0255 03/03 09:46:14 - mmengine - INFO - Epoch(train) [20][ 400/5005] lr: 1.0000e-01 eta: 16:30:25 time: 0.1482 data_time: 0.0025 loss: 1.9835 03/03 09:46:29 - mmengine - INFO - Epoch(train) [20][ 500/5005] lr: 1.0000e-01 eta: 16:30:10 time: 0.1501 data_time: 0.0023 loss: 2.1289 03/03 09:46:44 - mmengine - INFO - Epoch(train) [20][ 600/5005] lr: 1.0000e-01 eta: 16:29:57 time: 0.1531 data_time: 0.0028 loss: 1.9706 03/03 09:46:59 - mmengine - INFO - Epoch(train) [20][ 700/5005] lr: 1.0000e-01 eta: 16:29:43 time: 0.1504 data_time: 0.0026 loss: 2.1307 03/03 09:47:14 - mmengine - INFO - Epoch(train) [20][ 800/5005] lr: 1.0000e-01 eta: 16:29:32 time: 0.1981 data_time: 0.0024 loss: 2.0124 03/03 09:47:29 - mmengine - INFO - Epoch(train) [20][ 900/5005] lr: 1.0000e-01 eta: 16:29:20 time: 0.1424 data_time: 0.0022 loss: 2.1091 03/03 09:47:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:47:43 - mmengine - INFO - Epoch(train) [20][1000/5005] lr: 1.0000e-01 eta: 16:29:03 time: 0.1347 data_time: 0.0023 loss: 2.0757 03/03 09:47:58 - mmengine - INFO - Epoch(train) [20][1100/5005] lr: 1.0000e-01 eta: 16:28:47 time: 0.1461 data_time: 0.0022 loss: 2.0925 03/03 09:48:13 - mmengine - INFO - Epoch(train) [20][1200/5005] lr: 1.0000e-01 eta: 16:28:32 time: 0.1412 data_time: 0.0025 loss: 2.0512 03/03 09:48:27 - mmengine - INFO - Epoch(train) [20][1300/5005] lr: 1.0000e-01 eta: 16:28:17 time: 0.1451 data_time: 0.0025 loss: 2.0145 03/03 09:48:42 - mmengine - INFO - Epoch(train) [20][1400/5005] lr: 1.0000e-01 eta: 16:28:04 time: 0.1474 data_time: 0.0023 loss: 1.9935 03/03 09:48:57 - mmengine - INFO - Epoch(train) [20][1500/5005] lr: 1.0000e-01 eta: 16:27:49 time: 0.1420 data_time: 0.0022 loss: 1.9961 03/03 09:49:11 - mmengine - INFO - Epoch(train) [20][1600/5005] lr: 1.0000e-01 eta: 16:27:33 time: 0.1633 data_time: 0.0023 loss: 1.8763 03/03 09:49:26 - mmengine - INFO - Epoch(train) [20][1700/5005] lr: 1.0000e-01 eta: 16:27:18 time: 0.1514 data_time: 0.0024 loss: 2.1138 03/03 09:49:41 - mmengine - INFO - Epoch(train) [20][1800/5005] lr: 1.0000e-01 eta: 16:27:05 time: 0.1400 data_time: 0.0023 loss: 2.0103 03/03 09:49:56 - mmengine - INFO - Epoch(train) [20][1900/5005] lr: 1.0000e-01 eta: 16:26:49 time: 0.1431 data_time: 0.0022 loss: 2.2974 03/03 09:49:56 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:50:11 - mmengine - INFO - Epoch(train) [20][2000/5005] lr: 1.0000e-01 eta: 16:26:36 time: 0.1492 data_time: 0.0025 loss: 2.0454 03/03 09:50:26 - mmengine - INFO - Epoch(train) [20][2100/5005] lr: 1.0000e-01 eta: 16:26:23 time: 0.1507 data_time: 0.0022 loss: 2.2367 03/03 09:50:42 - mmengine - INFO - Epoch(train) [20][2200/5005] lr: 1.0000e-01 eta: 16:26:13 time: 0.1495 data_time: 0.0021 loss: 1.8487 03/03 09:50:57 - mmengine - INFO - Epoch(train) [20][2300/5005] lr: 1.0000e-01 eta: 16:25:59 time: 0.1452 data_time: 0.0021 loss: 2.1741 03/03 09:51:11 - mmengine - INFO - Epoch(train) [20][2400/5005] lr: 1.0000e-01 eta: 16:25:44 time: 0.1406 data_time: 0.0022 loss: 2.2532 03/03 09:51:25 - mmengine - INFO - Epoch(train) [20][2500/5005] lr: 1.0000e-01 eta: 16:25:28 time: 0.1437 data_time: 0.0023 loss: 1.9616 03/03 09:51:40 - mmengine - INFO - Epoch(train) [20][2600/5005] lr: 1.0000e-01 eta: 16:25:13 time: 0.1461 data_time: 0.0021 loss: 2.2926 03/03 09:51:55 - mmengine - INFO - Epoch(train) [20][2700/5005] lr: 1.0000e-01 eta: 16:24:58 time: 0.1395 data_time: 0.0020 loss: 2.0467 03/03 09:52:10 - mmengine - INFO - Epoch(train) [20][2800/5005] lr: 1.0000e-01 eta: 16:24:43 time: 0.1452 data_time: 0.0022 loss: 2.1309 03/03 09:52:24 - mmengine - INFO - Epoch(train) [20][2900/5005] lr: 1.0000e-01 eta: 16:24:28 time: 0.1475 data_time: 0.0022 loss: 2.3083 03/03 09:52:25 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:52:38 - mmengine - INFO - Epoch(train) [20][3000/5005] lr: 1.0000e-01 eta: 16:24:11 time: 0.1344 data_time: 0.0023 loss: 2.1678 03/03 09:52:52 - mmengine - INFO - Epoch(train) [20][3100/5005] lr: 1.0000e-01 eta: 16:23:52 time: 0.1355 data_time: 0.0022 loss: 2.1155 03/03 09:53:06 - mmengine - INFO - Epoch(train) [20][3200/5005] lr: 1.0000e-01 eta: 16:23:36 time: 0.1433 data_time: 0.0024 loss: 2.2771 03/03 09:53:20 - mmengine - INFO - Epoch(train) [20][3300/5005] lr: 1.0000e-01 eta: 16:23:18 time: 0.1376 data_time: 0.0022 loss: 2.0572 03/03 09:53:34 - mmengine - INFO - Epoch(train) [20][3400/5005] lr: 1.0000e-01 eta: 16:23:00 time: 0.1430 data_time: 0.0021 loss: 2.0118 03/03 09:53:49 - mmengine - INFO - Epoch(train) [20][3500/5005] lr: 1.0000e-01 eta: 16:22:44 time: 0.1424 data_time: 0.0022 loss: 2.1922 03/03 09:54:03 - mmengine - INFO - Epoch(train) [20][3600/5005] lr: 1.0000e-01 eta: 16:22:29 time: 0.1383 data_time: 0.0023 loss: 1.8355 03/03 09:54:18 - mmengine - INFO - Epoch(train) [20][3700/5005] lr: 1.0000e-01 eta: 16:22:15 time: 0.1397 data_time: 0.0021 loss: 2.1967 03/03 09:54:32 - mmengine - INFO - Epoch(train) [20][3800/5005] lr: 1.0000e-01 eta: 16:21:58 time: 0.1431 data_time: 0.0021 loss: 1.9948 03/03 09:54:47 - mmengine - INFO - Epoch(train) [20][3900/5005] lr: 1.0000e-01 eta: 16:21:43 time: 0.1460 data_time: 0.0022 loss: 2.0751 03/03 09:54:47 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:55:01 - mmengine - INFO - Epoch(train) [20][4000/5005] lr: 1.0000e-01 eta: 16:21:28 time: 0.1454 data_time: 0.0021 loss: 2.3360 03/03 09:55:17 - mmengine - INFO - Epoch(train) [20][4100/5005] lr: 1.0000e-01 eta: 16:21:15 time: 0.1486 data_time: 0.0022 loss: 2.0879 03/03 09:55:32 - mmengine - INFO - Epoch(train) [20][4200/5005] lr: 1.0000e-01 eta: 16:21:02 time: 0.1461 data_time: 0.0022 loss: 2.1063 03/03 09:55:47 - mmengine - INFO - Epoch(train) [20][4300/5005] lr: 1.0000e-01 eta: 16:20:48 time: 0.1467 data_time: 0.0020 loss: 2.1549 03/03 09:56:01 - mmengine - INFO - Epoch(train) [20][4400/5005] lr: 1.0000e-01 eta: 16:20:33 time: 0.1505 data_time: 0.0020 loss: 2.1056 03/03 09:56:16 - mmengine - INFO - Epoch(train) [20][4500/5005] lr: 1.0000e-01 eta: 16:20:20 time: 0.1481 data_time: 0.0023 loss: 1.8163 03/03 09:56:31 - mmengine - INFO - Epoch(train) [20][4600/5005] lr: 1.0000e-01 eta: 16:20:07 time: 0.1587 data_time: 0.0022 loss: 2.1690 03/03 09:56:47 - mmengine - INFO - Epoch(train) [20][4700/5005] lr: 1.0000e-01 eta: 16:19:54 time: 0.1533 data_time: 0.0021 loss: 2.0862 03/03 09:57:02 - mmengine - INFO - Epoch(train) [20][4800/5005] lr: 1.0000e-01 eta: 16:19:43 time: 0.1528 data_time: 0.0022 loss: 2.2560 03/03 09:57:18 - mmengine - INFO - Epoch(train) [20][4900/5005] lr: 1.0000e-01 eta: 16:19:32 time: 0.1478 data_time: 0.0022 loss: 1.9163 03/03 09:57:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:57:33 - mmengine - INFO - Epoch(train) [20][5000/5005] lr: 1.0000e-01 eta: 16:19:20 time: 0.1523 data_time: 0.0031 loss: 2.0797 03/03 09:57:34 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 09:57:34 - mmengine - INFO - Saving checkpoint at 20 epochs 03/03 09:57:42 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:06 time: 0.0642 data_time: 0.0455 03/03 09:58:11 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 57.2560 accuracy/top5: 81.7780 03/03 09:58:27 - mmengine - INFO - Epoch(train) [21][ 100/5005] lr: 1.0000e-01 eta: 16:19:09 time: 0.1456 data_time: 0.0024 loss: 2.0218 03/03 09:58:41 - mmengine - INFO - Epoch(train) [21][ 200/5005] lr: 1.0000e-01 eta: 16:18:53 time: 0.1435 data_time: 0.0024 loss: 2.2642 03/03 09:58:55 - mmengine - INFO - Epoch(train) [21][ 300/5005] lr: 1.0000e-01 eta: 16:18:37 time: 0.1484 data_time: 0.0025 loss: 2.1312 03/03 09:59:10 - mmengine - INFO - Epoch(train) [21][ 400/5005] lr: 1.0000e-01 eta: 16:18:21 time: 0.1476 data_time: 0.0024 loss: 2.1354 03/03 09:59:24 - mmengine - INFO - Epoch(train) [21][ 500/5005] lr: 1.0000e-01 eta: 16:18:06 time: 0.1486 data_time: 0.0025 loss: 2.0949 03/03 09:59:39 - mmengine - INFO - Epoch(train) [21][ 600/5005] lr: 1.0000e-01 eta: 16:17:52 time: 0.1494 data_time: 0.0022 loss: 1.9024 03/03 09:59:55 - mmengine - INFO - Epoch(train) [21][ 700/5005] lr: 1.0000e-01 eta: 16:17:40 time: 0.1488 data_time: 0.0022 loss: 2.0227 03/03 10:00:10 - mmengine - INFO - Epoch(train) [21][ 800/5005] lr: 1.0000e-01 eta: 16:17:26 time: 0.1471 data_time: 0.0023 loss: 2.1543 03/03 10:00:24 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:00:24 - mmengine - INFO - Epoch(train) [21][ 900/5005] lr: 1.0000e-01 eta: 16:17:12 time: 0.1725 data_time: 0.0024 loss: 2.2261 03/03 10:00:40 - mmengine - INFO - Epoch(train) [21][1000/5005] lr: 1.0000e-01 eta: 16:16:59 time: 0.1508 data_time: 0.0023 loss: 2.0804 03/03 10:00:54 - mmengine - INFO - Epoch(train) [21][1100/5005] lr: 1.0000e-01 eta: 16:16:45 time: 0.1485 data_time: 0.0021 loss: 1.9815 03/03 10:01:09 - mmengine - INFO - Epoch(train) [21][1200/5005] lr: 1.0000e-01 eta: 16:16:31 time: 0.1669 data_time: 0.0023 loss: 2.1833 03/03 10:01:24 - mmengine - INFO - Epoch(train) [21][1300/5005] lr: 1.0000e-01 eta: 16:16:16 time: 0.1684 data_time: 0.0027 loss: 2.1833 03/03 10:01:39 - mmengine - INFO - Epoch(train) [21][1400/5005] lr: 1.0000e-01 eta: 16:16:02 time: 0.1525 data_time: 0.0022 loss: 2.1212 03/03 10:01:54 - mmengine - INFO - Epoch(train) [21][1500/5005] lr: 1.0000e-01 eta: 16:15:48 time: 0.1488 data_time: 0.0024 loss: 2.0660 03/03 10:02:08 - mmengine - INFO - Epoch(train) [21][1600/5005] lr: 1.0000e-01 eta: 16:15:32 time: 0.1457 data_time: 0.0024 loss: 1.8498 03/03 10:02:23 - mmengine - INFO - Epoch(train) [21][1700/5005] lr: 1.0000e-01 eta: 16:15:16 time: 0.1421 data_time: 0.0021 loss: 2.2350 03/03 10:02:37 - mmengine - INFO - Epoch(train) [21][1800/5005] lr: 1.0000e-01 eta: 16:15:01 time: 0.1437 data_time: 0.0022 loss: 2.0935 03/03 10:02:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:02:52 - mmengine - INFO - Epoch(train) [21][1900/5005] lr: 1.0000e-01 eta: 16:14:46 time: 0.1550 data_time: 0.0023 loss: 2.1766 03/03 10:03:07 - mmengine - INFO - Epoch(train) [21][2000/5005] lr: 1.0000e-01 eta: 16:14:33 time: 0.1701 data_time: 0.0022 loss: 1.9592 03/03 10:03:21 - mmengine - INFO - Epoch(train) [21][2100/5005] lr: 1.0000e-01 eta: 16:14:17 time: 0.1404 data_time: 0.0022 loss: 1.8496 03/03 10:03:36 - mmengine - INFO - Epoch(train) [21][2200/5005] lr: 1.0000e-01 eta: 16:14:03 time: 0.1483 data_time: 0.0024 loss: 2.3648 03/03 10:03:51 - mmengine - INFO - Epoch(train) [21][2300/5005] lr: 1.0000e-01 eta: 16:13:49 time: 0.1459 data_time: 0.0022 loss: 1.9708 03/03 10:04:06 - mmengine - INFO - Epoch(train) [21][2400/5005] lr: 1.0000e-01 eta: 16:13:33 time: 0.1423 data_time: 0.0024 loss: 2.0578 03/03 10:04:20 - mmengine - INFO - Epoch(train) [21][2500/5005] lr: 1.0000e-01 eta: 16:13:16 time: 0.1401 data_time: 0.0022 loss: 1.7217 03/03 10:04:34 - mmengine - INFO - Epoch(train) [21][2600/5005] lr: 1.0000e-01 eta: 16:13:01 time: 0.1487 data_time: 0.0023 loss: 1.7883 03/03 10:04:49 - mmengine - INFO - Epoch(train) [21][2700/5005] lr: 1.0000e-01 eta: 16:12:48 time: 0.1446 data_time: 0.0023 loss: 1.8261 03/03 10:05:04 - mmengine - INFO - Epoch(train) [21][2800/5005] lr: 1.0000e-01 eta: 16:12:33 time: 0.1399 data_time: 0.0022 loss: 2.3922 03/03 10:05:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:05:19 - mmengine - INFO - Epoch(train) [21][2900/5005] lr: 1.0000e-01 eta: 16:12:18 time: 0.1547 data_time: 0.0023 loss: 2.1848 03/03 10:05:33 - mmengine - INFO - Epoch(train) [21][3000/5005] lr: 1.0000e-01 eta: 16:12:02 time: 0.1422 data_time: 0.0022 loss: 1.8568 03/03 10:05:48 - mmengine - INFO - Epoch(train) [21][3100/5005] lr: 1.0000e-01 eta: 16:11:47 time: 0.1522 data_time: 0.0022 loss: 2.1389 03/03 10:06:03 - mmengine - INFO - Epoch(train) [21][3200/5005] lr: 1.0000e-01 eta: 16:11:33 time: 0.1448 data_time: 0.0024 loss: 2.2431 03/03 10:06:18 - mmengine - INFO - Epoch(train) [21][3300/5005] lr: 1.0000e-01 eta: 16:11:19 time: 0.1725 data_time: 0.0026 loss: 2.1742 03/03 10:06:33 - mmengine - INFO - Epoch(train) [21][3400/5005] lr: 1.0000e-01 eta: 16:11:06 time: 0.1700 data_time: 0.0023 loss: 1.9999 03/03 10:06:47 - mmengine - INFO - Epoch(train) [21][3500/5005] lr: 1.0000e-01 eta: 16:10:51 time: 0.1408 data_time: 0.0022 loss: 2.0435 03/03 10:07:01 - mmengine - INFO - Epoch(train) [21][3600/5005] lr: 1.0000e-01 eta: 16:10:33 time: 0.1396 data_time: 0.0021 loss: 1.9151 03/03 10:07:15 - mmengine - INFO - Epoch(train) [21][3700/5005] lr: 1.0000e-01 eta: 16:10:15 time: 0.1366 data_time: 0.0023 loss: 1.9798 03/03 10:07:29 - mmengine - INFO - Epoch(train) [21][3800/5005] lr: 1.0000e-01 eta: 16:09:57 time: 0.1363 data_time: 0.0023 loss: 1.9510 03/03 10:07:43 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:07:43 - mmengine - INFO - Epoch(train) [21][3900/5005] lr: 1.0000e-01 eta: 16:09:40 time: 0.1418 data_time: 0.0021 loss: 2.0030 03/03 10:07:58 - mmengine - INFO - Epoch(train) [21][4000/5005] lr: 1.0000e-01 eta: 16:09:26 time: 0.1488 data_time: 0.0021 loss: 2.1712 03/03 10:08:13 - mmengine - INFO - Epoch(train) [21][4100/5005] lr: 1.0000e-01 eta: 16:09:11 time: 0.1439 data_time: 0.0023 loss: 1.8678 03/03 10:08:27 - mmengine - INFO - Epoch(train) [21][4200/5005] lr: 1.0000e-01 eta: 16:08:54 time: 0.1404 data_time: 0.0026 loss: 2.0761 03/03 10:08:41 - mmengine - INFO - Epoch(train) [21][4300/5005] lr: 1.0000e-01 eta: 16:08:38 time: 0.1710 data_time: 0.0023 loss: 2.2267 03/03 10:08:56 - mmengine - INFO - Epoch(train) [21][4400/5005] lr: 1.0000e-01 eta: 16:08:24 time: 0.1539 data_time: 0.0024 loss: 2.0151 03/03 10:09:11 - mmengine - INFO - Epoch(train) [21][4500/5005] lr: 1.0000e-01 eta: 16:08:11 time: 0.1434 data_time: 0.0023 loss: 1.8871 03/03 10:09:26 - mmengine - INFO - Epoch(train) [21][4600/5005] lr: 1.0000e-01 eta: 16:07:56 time: 0.1454 data_time: 0.0022 loss: 2.1544 03/03 10:09:41 - mmengine - INFO - Epoch(train) [21][4700/5005] lr: 1.0000e-01 eta: 16:07:42 time: 0.1482 data_time: 0.0023 loss: 1.8694 03/03 10:09:56 - mmengine - INFO - Epoch(train) [21][4800/5005] lr: 1.0000e-01 eta: 16:07:30 time: 0.1478 data_time: 0.0023 loss: 2.0524 03/03 10:10:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:10:11 - mmengine - INFO - Epoch(train) [21][4900/5005] lr: 1.0000e-01 eta: 16:07:16 time: 0.1497 data_time: 0.0023 loss: 2.0914 03/03 10:10:26 - mmengine - INFO - Epoch(train) [21][5000/5005] lr: 1.0000e-01 eta: 16:07:02 time: 0.1444 data_time: 0.0031 loss: 2.0610 03/03 10:10:27 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:10:27 - mmengine - INFO - Saving checkpoint at 21 epochs 03/03 10:10:35 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:06 time: 0.0680 data_time: 0.0488 03/03 10:11:03 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 54.7700 accuracy/top5: 80.0000 03/03 10:11:19 - mmengine - INFO - Epoch(train) [22][ 100/5005] lr: 1.0000e-01 eta: 16:06:49 time: 0.1463 data_time: 0.0023 loss: 2.2686 03/03 10:11:34 - mmengine - INFO - Epoch(train) [22][ 200/5005] lr: 1.0000e-01 eta: 16:06:36 time: 0.1545 data_time: 0.0023 loss: 1.8970 03/03 10:11:49 - mmengine - INFO - Epoch(train) [22][ 300/5005] lr: 1.0000e-01 eta: 16:06:23 time: 0.1483 data_time: 0.0025 loss: 2.0916 03/03 10:12:04 - mmengine - INFO - Epoch(train) [22][ 400/5005] lr: 1.0000e-01 eta: 16:06:10 time: 0.1539 data_time: 0.0027 loss: 2.1402 03/03 10:12:20 - mmengine - INFO - Epoch(train) [22][ 500/5005] lr: 1.0000e-01 eta: 16:05:59 time: 0.1514 data_time: 0.0024 loss: 2.0671 03/03 10:12:35 - mmengine - INFO - Epoch(train) [22][ 600/5005] lr: 1.0000e-01 eta: 16:05:46 time: 0.1458 data_time: 0.0026 loss: 2.0173 03/03 10:12:50 - mmengine - INFO - Epoch(train) [22][ 700/5005] lr: 1.0000e-01 eta: 16:05:33 time: 0.1472 data_time: 0.0024 loss: 1.9894 03/03 10:13:05 - mmengine - INFO - Epoch(train) [22][ 800/5005] lr: 1.0000e-01 eta: 16:05:19 time: 0.1510 data_time: 0.0023 loss: 1.7524 03/03 10:13:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:13:20 - mmengine - INFO - Epoch(train) [22][ 900/5005] lr: 1.0000e-01 eta: 16:05:04 time: 0.1446 data_time: 0.0023 loss: 2.1601 03/03 10:13:35 - mmengine - INFO - Epoch(train) [22][1000/5005] lr: 1.0000e-01 eta: 16:04:50 time: 0.1528 data_time: 0.0020 loss: 2.1754 03/03 10:13:50 - mmengine - INFO - Epoch(train) [22][1100/5005] lr: 1.0000e-01 eta: 16:04:37 time: 0.1480 data_time: 0.0026 loss: 2.3460 03/03 10:14:05 - mmengine - INFO - Epoch(train) [22][1200/5005] lr: 1.0000e-01 eta: 16:04:24 time: 0.1477 data_time: 0.0022 loss: 2.2841 03/03 10:14:19 - mmengine - INFO - Epoch(train) [22][1300/5005] lr: 1.0000e-01 eta: 16:04:07 time: 0.1427 data_time: 0.0021 loss: 2.2621 03/03 10:14:35 - mmengine - INFO - Epoch(train) [22][1400/5005] lr: 1.0000e-01 eta: 16:03:54 time: 0.1451 data_time: 0.0023 loss: 2.1480 03/03 10:14:49 - mmengine - INFO - Epoch(train) [22][1500/5005] lr: 1.0000e-01 eta: 16:03:37 time: 0.1346 data_time: 0.0023 loss: 2.0344 03/03 10:15:04 - mmengine - INFO - Epoch(train) [22][1600/5005] lr: 1.0000e-01 eta: 16:03:23 time: 0.1483 data_time: 0.0024 loss: 2.0586 03/03 10:15:18 - mmengine - INFO - Epoch(train) [22][1700/5005] lr: 1.0000e-01 eta: 16:03:08 time: 0.1485 data_time: 0.0023 loss: 2.0899 03/03 10:15:33 - mmengine - INFO - Epoch(train) [22][1800/5005] lr: 1.0000e-01 eta: 16:02:55 time: 0.1519 data_time: 0.0023 loss: 1.9931 03/03 10:15:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:15:49 - mmengine - INFO - Epoch(train) [22][1900/5005] lr: 1.0000e-01 eta: 16:02:42 time: 0.1580 data_time: 0.0022 loss: 2.1007 03/03 10:16:04 - mmengine - INFO - Epoch(train) [22][2000/5005] lr: 1.0000e-01 eta: 16:02:30 time: 0.1519 data_time: 0.0023 loss: 2.1122 03/03 10:16:19 - mmengine - INFO - Epoch(train) [22][2100/5005] lr: 1.0000e-01 eta: 16:02:15 time: 0.1399 data_time: 0.0025 loss: 2.1268 03/03 10:16:33 - mmengine - INFO - Epoch(train) [22][2200/5005] lr: 1.0000e-01 eta: 16:02:01 time: 0.1454 data_time: 0.0028 loss: 2.0737 03/03 10:16:48 - mmengine - INFO - Epoch(train) [22][2300/5005] lr: 1.0000e-01 eta: 16:01:45 time: 0.1434 data_time: 0.0025 loss: 2.1083 03/03 10:17:02 - mmengine - INFO - Epoch(train) [22][2400/5005] lr: 1.0000e-01 eta: 16:01:29 time: 0.1498 data_time: 0.0024 loss: 2.0092 03/03 10:17:17 - mmengine - INFO - Epoch(train) [22][2500/5005] lr: 1.0000e-01 eta: 16:01:15 time: 0.1468 data_time: 0.0024 loss: 1.9675 03/03 10:17:32 - mmengine - INFO - Epoch(train) [22][2600/5005] lr: 1.0000e-01 eta: 16:01:00 time: 0.1453 data_time: 0.0020 loss: 2.3882 03/03 10:17:46 - mmengine - INFO - Epoch(train) [22][2700/5005] lr: 1.0000e-01 eta: 16:00:45 time: 0.1452 data_time: 0.0025 loss: 2.1419 03/03 10:18:02 - mmengine - INFO - Epoch(train) [22][2800/5005] lr: 1.0000e-01 eta: 16:00:33 time: 0.1505 data_time: 0.0025 loss: 2.0070 03/03 10:18:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:18:17 - mmengine - INFO - Epoch(train) [22][2900/5005] lr: 1.0000e-01 eta: 16:00:21 time: 0.1461 data_time: 0.0026 loss: 2.2419 03/03 10:18:33 - mmengine - INFO - Epoch(train) [22][3000/5005] lr: 1.0000e-01 eta: 16:00:08 time: 0.1473 data_time: 0.0024 loss: 2.0457 03/03 10:18:48 - mmengine - INFO - Epoch(train) [22][3100/5005] lr: 1.0000e-01 eta: 15:59:56 time: 0.1622 data_time: 0.0025 loss: 1.8500 03/03 10:19:03 - mmengine - INFO - Epoch(train) [22][3200/5005] lr: 1.0000e-01 eta: 15:59:42 time: 0.1473 data_time: 0.0025 loss: 1.9804 03/03 10:19:18 - mmengine - INFO - Epoch(train) [22][3300/5005] lr: 1.0000e-01 eta: 15:59:27 time: 0.1454 data_time: 0.0027 loss: 1.8409 03/03 10:19:32 - mmengine - INFO - Epoch(train) [22][3400/5005] lr: 1.0000e-01 eta: 15:59:10 time: 0.1383 data_time: 0.0024 loss: 1.8836 03/03 10:19:46 - mmengine - INFO - Epoch(train) [22][3500/5005] lr: 1.0000e-01 eta: 15:58:54 time: 0.1438 data_time: 0.0022 loss: 1.9599 03/03 10:20:01 - mmengine - INFO - Epoch(train) [22][3600/5005] lr: 1.0000e-01 eta: 15:58:40 time: 0.1474 data_time: 0.0026 loss: 2.1181 03/03 10:20:16 - mmengine - INFO - Epoch(train) [22][3700/5005] lr: 1.0000e-01 eta: 15:58:26 time: 0.1466 data_time: 0.0024 loss: 2.1949 03/03 10:20:31 - mmengine - INFO - Epoch(train) [22][3800/5005] lr: 1.0000e-01 eta: 15:58:11 time: 0.1415 data_time: 0.0021 loss: 2.0583 03/03 10:20:45 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:20:45 - mmengine - INFO - Epoch(train) [22][3900/5005] lr: 1.0000e-01 eta: 15:57:56 time: 0.1428 data_time: 0.0024 loss: 2.2147 03/03 10:21:00 - mmengine - INFO - Epoch(train) [22][4000/5005] lr: 1.0000e-01 eta: 15:57:41 time: 0.1503 data_time: 0.0024 loss: 2.0319 03/03 10:21:15 - mmengine - INFO - Epoch(train) [22][4100/5005] lr: 1.0000e-01 eta: 15:57:28 time: 0.1503 data_time: 0.0020 loss: 2.1439 03/03 10:21:30 - mmengine - INFO - Epoch(train) [22][4200/5005] lr: 1.0000e-01 eta: 15:57:16 time: 0.1478 data_time: 0.0022 loss: 2.2364 03/03 10:21:45 - mmengine - INFO - Epoch(train) [22][4300/5005] lr: 1.0000e-01 eta: 15:57:02 time: 0.1483 data_time: 0.0020 loss: 2.0318 03/03 10:22:00 - mmengine - INFO - Epoch(train) [22][4400/5005] lr: 1.0000e-01 eta: 15:56:48 time: 0.1403 data_time: 0.0028 loss: 1.8891 03/03 10:22:15 - mmengine - INFO - Epoch(train) [22][4500/5005] lr: 1.0000e-01 eta: 15:56:33 time: 0.1416 data_time: 0.0026 loss: 2.1553 03/03 10:22:29 - mmengine - INFO - Epoch(train) [22][4600/5005] lr: 1.0000e-01 eta: 15:56:16 time: 0.1394 data_time: 0.0046 loss: 2.0844 03/03 10:22:44 - mmengine - INFO - Epoch(train) [22][4700/5005] lr: 1.0000e-01 eta: 15:56:01 time: 0.1483 data_time: 0.0028 loss: 2.1681 03/03 10:22:59 - mmengine - INFO - Epoch(train) [22][4800/5005] lr: 1.0000e-01 eta: 15:55:47 time: 0.1481 data_time: 0.0025 loss: 2.1080 03/03 10:23:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:23:14 - mmengine - INFO - Epoch(train) [22][4900/5005] lr: 1.0000e-01 eta: 15:55:33 time: 0.1447 data_time: 0.0025 loss: 2.0111 03/03 10:23:28 - mmengine - INFO - Epoch(train) [22][5000/5005] lr: 1.0000e-01 eta: 15:55:18 time: 0.1434 data_time: 0.0030 loss: 2.1851 03/03 10:23:29 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:23:30 - mmengine - INFO - Saving checkpoint at 22 epochs 03/03 10:23:37 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0423 03/03 10:24:06 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 56.3860 accuracy/top5: 81.1040 03/03 10:24:21 - mmengine - INFO - Epoch(train) [23][ 100/5005] lr: 1.0000e-01 eta: 15:55:04 time: 0.1435 data_time: 0.0026 loss: 1.9117 03/03 10:24:35 - mmengine - INFO - Epoch(train) [23][ 200/5005] lr: 1.0000e-01 eta: 15:54:48 time: 0.1404 data_time: 0.0025 loss: 2.0907 03/03 10:24:50 - mmengine - INFO - Epoch(train) [23][ 300/5005] lr: 1.0000e-01 eta: 15:54:32 time: 0.1420 data_time: 0.0028 loss: 2.0211 03/03 10:25:04 - mmengine - INFO - Epoch(train) [23][ 400/5005] lr: 1.0000e-01 eta: 15:54:16 time: 0.1400 data_time: 0.0026 loss: 2.0040 03/03 10:25:19 - mmengine - INFO - Epoch(train) [23][ 500/5005] lr: 1.0000e-01 eta: 15:54:01 time: 0.1758 data_time: 0.0026 loss: 1.9649 03/03 10:25:33 - mmengine - INFO - Epoch(train) [23][ 600/5005] lr: 1.0000e-01 eta: 15:53:45 time: 0.1430 data_time: 0.0028 loss: 2.2405 03/03 10:25:48 - mmengine - INFO - Epoch(train) [23][ 700/5005] lr: 1.0000e-01 eta: 15:53:31 time: 0.1419 data_time: 0.0027 loss: 2.0481 03/03 10:26:02 - mmengine - INFO - Epoch(train) [23][ 800/5005] lr: 1.0000e-01 eta: 15:53:15 time: 0.1425 data_time: 0.0026 loss: 2.0236 03/03 10:26:15 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:26:16 - mmengine - INFO - Epoch(train) [23][ 900/5005] lr: 1.0000e-01 eta: 15:52:57 time: 0.1433 data_time: 0.0027 loss: 2.1285 03/03 10:26:32 - mmengine - INFO - Epoch(train) [23][1000/5005] lr: 1.0000e-01 eta: 15:52:45 time: 0.1522 data_time: 0.0027 loss: 2.1576 03/03 10:26:47 - mmengine - INFO - Epoch(train) [23][1100/5005] lr: 1.0000e-01 eta: 15:52:30 time: 0.1486 data_time: 0.0026 loss: 2.1297 03/03 10:27:01 - mmengine - INFO - Epoch(train) [23][1200/5005] lr: 1.0000e-01 eta: 15:52:17 time: 0.1449 data_time: 0.0025 loss: 2.1320 03/03 10:27:16 - mmengine - INFO - Epoch(train) [23][1300/5005] lr: 1.0000e-01 eta: 15:52:00 time: 0.1490 data_time: 0.0026 loss: 1.8605 03/03 10:27:31 - mmengine - INFO - Epoch(train) [23][1400/5005] lr: 1.0000e-01 eta: 15:51:46 time: 0.1482 data_time: 0.0023 loss: 1.9977 03/03 10:27:45 - mmengine - INFO - Epoch(train) [23][1500/5005] lr: 1.0000e-01 eta: 15:51:29 time: 0.1441 data_time: 0.0022 loss: 1.8853 03/03 10:28:00 - mmengine - INFO - Epoch(train) [23][1600/5005] lr: 1.0000e-01 eta: 15:51:15 time: 0.1453 data_time: 0.0025 loss: 2.2528 03/03 10:28:14 - mmengine - INFO - Epoch(train) [23][1700/5005] lr: 1.0000e-01 eta: 15:51:00 time: 0.1436 data_time: 0.0023 loss: 2.2796 03/03 10:28:28 - mmengine - INFO - Epoch(train) [23][1800/5005] lr: 1.0000e-01 eta: 15:50:44 time: 0.1439 data_time: 0.0024 loss: 2.1117 03/03 10:28:42 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:28:43 - mmengine - INFO - Epoch(train) [23][1900/5005] lr: 1.0000e-01 eta: 15:50:29 time: 0.1494 data_time: 0.0025 loss: 2.0688 03/03 10:28:58 - mmengine - INFO - Epoch(train) [23][2000/5005] lr: 1.0000e-01 eta: 15:50:14 time: 0.1427 data_time: 0.0025 loss: 1.8961 03/03 10:29:12 - mmengine - INFO - Epoch(train) [23][2100/5005] lr: 1.0000e-01 eta: 15:49:59 time: 0.1409 data_time: 0.0021 loss: 2.2363 03/03 10:29:27 - mmengine - INFO - Epoch(train) [23][2200/5005] lr: 1.0000e-01 eta: 15:49:42 time: 0.1542 data_time: 0.0021 loss: 2.0089 03/03 10:29:41 - mmengine - INFO - Epoch(train) [23][2300/5005] lr: 1.0000e-01 eta: 15:49:27 time: 0.1464 data_time: 0.0022 loss: 2.1126 03/03 10:29:56 - mmengine - INFO - Epoch(train) [23][2400/5005] lr: 1.0000e-01 eta: 15:49:12 time: 0.1446 data_time: 0.0022 loss: 2.1090 03/03 10:30:10 - mmengine - INFO - Epoch(train) [23][2500/5005] lr: 1.0000e-01 eta: 15:48:57 time: 0.1478 data_time: 0.0027 loss: 2.2142 03/03 10:30:25 - mmengine - INFO - Epoch(train) [23][2600/5005] lr: 1.0000e-01 eta: 15:48:43 time: 0.1700 data_time: 0.0024 loss: 2.1881 03/03 10:30:39 - mmengine - INFO - Epoch(train) [23][2700/5005] lr: 1.0000e-01 eta: 15:48:25 time: 0.1411 data_time: 0.0026 loss: 2.1611 03/03 10:30:53 - mmengine - INFO - Epoch(train) [23][2800/5005] lr: 1.0000e-01 eta: 15:48:07 time: 0.1404 data_time: 0.0028 loss: 1.8953 03/03 10:31:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:31:07 - mmengine - INFO - Epoch(train) [23][2900/5005] lr: 1.0000e-01 eta: 15:47:50 time: 0.1384 data_time: 0.0028 loss: 2.0180 03/03 10:31:21 - mmengine - INFO - Epoch(train) [23][3000/5005] lr: 1.0000e-01 eta: 15:47:34 time: 0.1446 data_time: 0.0024 loss: 1.9971 03/03 10:31:37 - mmengine - INFO - Epoch(train) [23][3100/5005] lr: 1.0000e-01 eta: 15:47:23 time: 0.1607 data_time: 0.0030 loss: 1.9835 03/03 10:31:52 - mmengine - INFO - Epoch(train) [23][3200/5005] lr: 1.0000e-01 eta: 15:47:10 time: 0.1423 data_time: 0.0028 loss: 2.0802 03/03 10:32:06 - mmengine - INFO - Epoch(train) [23][3300/5005] lr: 1.0000e-01 eta: 15:46:53 time: 0.1371 data_time: 0.0028 loss: 2.0648 03/03 10:32:21 - mmengine - INFO - Epoch(train) [23][3400/5005] lr: 1.0000e-01 eta: 15:46:38 time: 0.1443 data_time: 0.0028 loss: 2.0093 03/03 10:32:36 - mmengine - INFO - Epoch(train) [23][3500/5005] lr: 1.0000e-01 eta: 15:46:25 time: 0.1458 data_time: 0.0027 loss: 1.9173 03/03 10:32:51 - mmengine - INFO - Epoch(train) [23][3600/5005] lr: 1.0000e-01 eta: 15:46:09 time: 0.1401 data_time: 0.0024 loss: 2.2144 03/03 10:33:06 - mmengine - INFO - Epoch(train) [23][3700/5005] lr: 1.0000e-01 eta: 15:45:55 time: 0.1386 data_time: 0.0023 loss: 2.1062 03/03 10:33:20 - mmengine - INFO - Epoch(train) [23][3800/5005] lr: 1.0000e-01 eta: 15:45:40 time: 0.1461 data_time: 0.0028 loss: 2.1015 03/03 10:33:33 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:33:34 - mmengine - INFO - Epoch(train) [23][3900/5005] lr: 1.0000e-01 eta: 15:45:24 time: 0.1400 data_time: 0.0023 loss: 2.2768 03/03 10:33:49 - mmengine - INFO - Epoch(train) [23][4000/5005] lr: 1.0000e-01 eta: 15:45:07 time: 0.1375 data_time: 0.0027 loss: 2.0668 03/03 10:34:03 - mmengine - INFO - Epoch(train) [23][4100/5005] lr: 1.0000e-01 eta: 15:44:52 time: 0.1417 data_time: 0.0026 loss: 1.8390 03/03 10:34:17 - mmengine - INFO - Epoch(train) [23][4200/5005] lr: 1.0000e-01 eta: 15:44:36 time: 0.1382 data_time: 0.0024 loss: 2.1370 03/03 10:34:31 - mmengine - INFO - Epoch(train) [23][4300/5005] lr: 1.0000e-01 eta: 15:44:18 time: 0.1412 data_time: 0.0026 loss: 2.2416 03/03 10:34:45 - mmengine - INFO - Epoch(train) [23][4400/5005] lr: 1.0000e-01 eta: 15:44:02 time: 0.1482 data_time: 0.0021 loss: 1.9576 03/03 10:35:01 - mmengine - INFO - Epoch(train) [23][4500/5005] lr: 1.0000e-01 eta: 15:43:49 time: 0.1492 data_time: 0.0021 loss: 2.1094 03/03 10:35:15 - mmengine - INFO - Epoch(train) [23][4600/5005] lr: 1.0000e-01 eta: 15:43:34 time: 0.1366 data_time: 0.0027 loss: 2.0663 03/03 10:35:30 - mmengine - INFO - Epoch(train) [23][4700/5005] lr: 1.0000e-01 eta: 15:43:18 time: 0.1444 data_time: 0.0028 loss: 2.0726 03/03 10:35:44 - mmengine - INFO - Epoch(train) [23][4800/5005] lr: 1.0000e-01 eta: 15:43:02 time: 0.1693 data_time: 0.0022 loss: 2.0803 03/03 10:35:57 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:35:58 - mmengine - INFO - Epoch(train) [23][4900/5005] lr: 1.0000e-01 eta: 15:42:44 time: 0.1361 data_time: 0.0024 loss: 2.1281 03/03 10:36:12 - mmengine - INFO - Epoch(train) [23][5000/5005] lr: 1.0000e-01 eta: 15:42:28 time: 0.1367 data_time: 0.0035 loss: 1.9850 03/03 10:36:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:36:13 - mmengine - INFO - Saving checkpoint at 23 epochs 03/03 10:36:22 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:07 time: 0.0659 data_time: 0.0460 03/03 10:36:50 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 57.4260 accuracy/top5: 82.0320 03/03 10:37:06 - mmengine - INFO - Epoch(train) [24][ 100/5005] lr: 1.0000e-01 eta: 15:42:16 time: 0.1806 data_time: 0.0026 loss: 2.1993 03/03 10:37:20 - mmengine - INFO - Epoch(train) [24][ 200/5005] lr: 1.0000e-01 eta: 15:41:59 time: 0.1432 data_time: 0.0028 loss: 2.0965 03/03 10:37:35 - mmengine - INFO - Epoch(train) [24][ 300/5005] lr: 1.0000e-01 eta: 15:41:44 time: 0.1476 data_time: 0.0021 loss: 1.8436 03/03 10:37:50 - mmengine - INFO - Epoch(train) [24][ 400/5005] lr: 1.0000e-01 eta: 15:41:30 time: 0.1473 data_time: 0.0027 loss: 2.1057 03/03 10:38:05 - mmengine - INFO - Epoch(train) [24][ 500/5005] lr: 1.0000e-01 eta: 15:41:16 time: 0.1519 data_time: 0.0024 loss: 2.0299 03/03 10:38:20 - mmengine - INFO - Epoch(train) [24][ 600/5005] lr: 1.0000e-01 eta: 15:41:02 time: 0.1447 data_time: 0.0022 loss: 2.1731 03/03 10:38:34 - mmengine - INFO - Epoch(train) [24][ 700/5005] lr: 1.0000e-01 eta: 15:40:45 time: 0.1423 data_time: 0.0022 loss: 2.1099 03/03 10:38:48 - mmengine - INFO - Epoch(train) [24][ 800/5005] lr: 1.0000e-01 eta: 15:40:29 time: 0.1402 data_time: 0.0023 loss: 1.9859 03/03 10:39:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:39:03 - mmengine - INFO - Epoch(train) [24][ 900/5005] lr: 1.0000e-01 eta: 15:40:15 time: 0.1471 data_time: 0.0024 loss: 2.0492 03/03 10:39:17 - mmengine - INFO - Epoch(train) [24][1000/5005] lr: 1.0000e-01 eta: 15:39:59 time: 0.1451 data_time: 0.0022 loss: 2.2332 03/03 10:39:32 - mmengine - INFO - Epoch(train) [24][1100/5005] lr: 1.0000e-01 eta: 15:39:43 time: 0.1431 data_time: 0.0024 loss: 2.1621 03/03 10:39:46 - mmengine - INFO - Epoch(train) [24][1200/5005] lr: 1.0000e-01 eta: 15:39:27 time: 0.1386 data_time: 0.0022 loss: 1.9521 03/03 10:40:01 - mmengine - INFO - Epoch(train) [24][1300/5005] lr: 1.0000e-01 eta: 15:39:12 time: 0.1546 data_time: 0.0023 loss: 2.1045 03/03 10:40:17 - mmengine - INFO - Epoch(train) [24][1400/5005] lr: 1.0000e-01 eta: 15:39:02 time: 0.1489 data_time: 0.0024 loss: 2.0624 03/03 10:40:32 - mmengine - INFO - Epoch(train) [24][1500/5005] lr: 1.0000e-01 eta: 15:38:49 time: 0.1479 data_time: 0.0023 loss: 2.0897 03/03 10:40:47 - mmengine - INFO - Epoch(train) [24][1600/5005] lr: 1.0000e-01 eta: 15:38:36 time: 0.1443 data_time: 0.0022 loss: 1.9754 03/03 10:41:02 - mmengine - INFO - Epoch(train) [24][1700/5005] lr: 1.0000e-01 eta: 15:38:21 time: 0.1490 data_time: 0.0025 loss: 2.0999 03/03 10:41:17 - mmengine - INFO - Epoch(train) [24][1800/5005] lr: 1.0000e-01 eta: 15:38:08 time: 0.1429 data_time: 0.0022 loss: 2.0830 03/03 10:41:29 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:41:31 - mmengine - INFO - Epoch(train) [24][1900/5005] lr: 1.0000e-01 eta: 15:37:51 time: 0.1377 data_time: 0.0023 loss: 2.2633 03/03 10:41:45 - mmengine - INFO - Epoch(train) [24][2000/5005] lr: 1.0000e-01 eta: 15:37:35 time: 0.1427 data_time: 0.0023 loss: 1.9130 03/03 10:42:00 - mmengine - INFO - Epoch(train) [24][2100/5005] lr: 1.0000e-01 eta: 15:37:19 time: 0.1447 data_time: 0.0022 loss: 2.0332 03/03 10:42:14 - mmengine - INFO - Epoch(train) [24][2200/5005] lr: 1.0000e-01 eta: 15:37:03 time: 0.1466 data_time: 0.0023 loss: 2.2042 03/03 10:42:28 - mmengine - INFO - Epoch(train) [24][2300/5005] lr: 1.0000e-01 eta: 15:36:47 time: 0.1414 data_time: 0.0023 loss: 2.0098 03/03 10:42:43 - mmengine - INFO - Epoch(train) [24][2400/5005] lr: 1.0000e-01 eta: 15:36:32 time: 0.1501 data_time: 0.0023 loss: 1.9075 03/03 10:42:58 - mmengine - INFO - Epoch(train) [24][2500/5005] lr: 1.0000e-01 eta: 15:36:19 time: 0.1487 data_time: 0.0023 loss: 2.0276 03/03 10:43:13 - mmengine - INFO - Epoch(train) [24][2600/5005] lr: 1.0000e-01 eta: 15:36:06 time: 0.1469 data_time: 0.0024 loss: 2.0457 03/03 10:43:28 - mmengine - INFO - Epoch(train) [24][2700/5005] lr: 1.0000e-01 eta: 15:35:51 time: 0.1536 data_time: 0.0024 loss: 2.0764 03/03 10:43:43 - mmengine - INFO - Epoch(train) [24][2800/5005] lr: 1.0000e-01 eta: 15:35:39 time: 0.1475 data_time: 0.0023 loss: 1.8568 03/03 10:43:56 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:43:59 - mmengine - INFO - Epoch(train) [24][2900/5005] lr: 1.0000e-01 eta: 15:35:25 time: 0.1745 data_time: 0.0026 loss: 2.0724 03/03 10:44:14 - mmengine - INFO - Epoch(train) [24][3000/5005] lr: 1.0000e-01 eta: 15:35:12 time: 0.1496 data_time: 0.0024 loss: 2.1184 03/03 10:44:29 - mmengine - INFO - Epoch(train) [24][3100/5005] lr: 1.0000e-01 eta: 15:34:59 time: 0.1499 data_time: 0.0025 loss: 2.1071 03/03 10:44:44 - mmengine - INFO - Epoch(train) [24][3200/5005] lr: 1.0000e-01 eta: 15:34:45 time: 0.1474 data_time: 0.0024 loss: 2.3588 03/03 10:44:59 - mmengine - INFO - Epoch(train) [24][3300/5005] lr: 1.0000e-01 eta: 15:34:30 time: 0.1421 data_time: 0.0024 loss: 2.0747 03/03 10:45:13 - mmengine - INFO - Epoch(train) [24][3400/5005] lr: 1.0000e-01 eta: 15:34:15 time: 0.1392 data_time: 0.0022 loss: 1.9056 03/03 10:45:28 - mmengine - INFO - Epoch(train) [24][3500/5005] lr: 1.0000e-01 eta: 15:34:01 time: 0.1487 data_time: 0.0022 loss: 2.1435 03/03 10:45:42 - mmengine - INFO - Epoch(train) [24][3600/5005] lr: 1.0000e-01 eta: 15:33:44 time: 0.1340 data_time: 0.0022 loss: 2.3061 03/03 10:45:56 - mmengine - INFO - Epoch(train) [24][3700/5005] lr: 1.0000e-01 eta: 15:33:25 time: 0.1289 data_time: 0.0022 loss: 2.0292 03/03 10:46:09 - mmengine - INFO - Epoch(train) [24][3800/5005] lr: 1.0000e-01 eta: 15:33:07 time: 0.1436 data_time: 0.0021 loss: 2.0008 03/03 10:46:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:46:24 - mmengine - INFO - Epoch(train) [24][3900/5005] lr: 1.0000e-01 eta: 15:32:51 time: 0.1432 data_time: 0.0023 loss: 2.2019 03/03 10:46:38 - mmengine - INFO - Epoch(train) [24][4000/5005] lr: 1.0000e-01 eta: 15:32:37 time: 0.1473 data_time: 0.0023 loss: 2.2414 03/03 10:46:53 - mmengine - INFO - Epoch(train) [24][4100/5005] lr: 1.0000e-01 eta: 15:32:23 time: 0.1476 data_time: 0.0023 loss: 2.1001 03/03 10:47:09 - mmengine - INFO - Epoch(train) [24][4200/5005] lr: 1.0000e-01 eta: 15:32:10 time: 0.1453 data_time: 0.0023 loss: 2.1711 03/03 10:47:23 - mmengine - INFO - Epoch(train) [24][4300/5005] lr: 1.0000e-01 eta: 15:31:53 time: 0.1399 data_time: 0.0022 loss: 2.1196 03/03 10:47:37 - mmengine - INFO - Epoch(train) [24][4400/5005] lr: 1.0000e-01 eta: 15:31:38 time: 0.1406 data_time: 0.0022 loss: 2.0590 03/03 10:47:51 - mmengine - INFO - Epoch(train) [24][4500/5005] lr: 1.0000e-01 eta: 15:31:21 time: 0.1418 data_time: 0.0023 loss: 2.1257 03/03 10:48:06 - mmengine - INFO - Epoch(train) [24][4600/5005] lr: 1.0000e-01 eta: 15:31:07 time: 0.1442 data_time: 0.0024 loss: 2.1135 03/03 10:48:21 - mmengine - INFO - Epoch(train) [24][4700/5005] lr: 1.0000e-01 eta: 15:30:53 time: 0.1502 data_time: 0.0023 loss: 2.1037 03/03 10:48:36 - mmengine - INFO - Epoch(train) [24][4800/5005] lr: 1.0000e-01 eta: 15:30:39 time: 0.1461 data_time: 0.0023 loss: 2.0895 03/03 10:48:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:48:50 - mmengine - INFO - Epoch(train) [24][4900/5005] lr: 1.0000e-01 eta: 15:30:23 time: 0.1360 data_time: 0.0023 loss: 2.0935 03/03 10:49:04 - mmengine - INFO - Epoch(train) [24][5000/5005] lr: 1.0000e-01 eta: 15:30:06 time: 0.1491 data_time: 0.0032 loss: 1.9663 03/03 10:49:05 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:49:06 - mmengine - INFO - Saving checkpoint at 24 epochs 03/03 10:49:13 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:06 time: 0.0616 data_time: 0.0432 03/03 10:49:41 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 56.6880 accuracy/top5: 81.6140 03/03 10:49:57 - mmengine - INFO - Epoch(train) [25][ 100/5005] lr: 1.0000e-01 eta: 15:29:52 time: 0.1386 data_time: 0.0022 loss: 1.9924 03/03 10:50:11 - mmengine - INFO - Epoch(train) [25][ 200/5005] lr: 1.0000e-01 eta: 15:29:37 time: 0.1454 data_time: 0.0021 loss: 2.0103 03/03 10:50:26 - mmengine - INFO - Epoch(train) [25][ 300/5005] lr: 1.0000e-01 eta: 15:29:22 time: 0.1473 data_time: 0.0022 loss: 2.0984 03/03 10:50:40 - mmengine - INFO - Epoch(train) [25][ 400/5005] lr: 1.0000e-01 eta: 15:29:06 time: 0.1333 data_time: 0.0022 loss: 2.0674 03/03 10:50:54 - mmengine - INFO - Epoch(train) [25][ 500/5005] lr: 1.0000e-01 eta: 15:28:49 time: 0.1432 data_time: 0.0021 loss: 2.1976 03/03 10:51:09 - mmengine - INFO - Epoch(train) [25][ 600/5005] lr: 1.0000e-01 eta: 15:28:34 time: 0.1437 data_time: 0.0021 loss: 1.9640 03/03 10:51:23 - mmengine - INFO - Epoch(train) [25][ 700/5005] lr: 1.0000e-01 eta: 15:28:19 time: 0.1414 data_time: 0.0022 loss: 2.1218 03/03 10:51:38 - mmengine - INFO - Epoch(train) [25][ 800/5005] lr: 1.0000e-01 eta: 15:28:06 time: 0.1431 data_time: 0.0023 loss: 1.9385 03/03 10:51:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:51:53 - mmengine - INFO - Epoch(train) [25][ 900/5005] lr: 1.0000e-01 eta: 15:27:49 time: 0.1455 data_time: 0.0021 loss: 2.0265 03/03 10:52:07 - mmengine - INFO - Epoch(train) [25][1000/5005] lr: 1.0000e-01 eta: 15:27:35 time: 0.1752 data_time: 0.0023 loss: 1.9283 03/03 10:52:22 - mmengine - INFO - Epoch(train) [25][1100/5005] lr: 1.0000e-01 eta: 15:27:20 time: 0.1444 data_time: 0.0026 loss: 1.9786 03/03 10:52:37 - mmengine - INFO - Epoch(train) [25][1200/5005] lr: 1.0000e-01 eta: 15:27:06 time: 0.1469 data_time: 0.0030 loss: 2.1166 03/03 10:52:52 - mmengine - INFO - Epoch(train) [25][1300/5005] lr: 1.0000e-01 eta: 15:26:51 time: 0.1463 data_time: 0.0025 loss: 2.0003 03/03 10:53:07 - mmengine - INFO - Epoch(train) [25][1400/5005] lr: 1.0000e-01 eta: 15:26:37 time: 0.1510 data_time: 0.0024 loss: 2.1112 03/03 10:53:21 - mmengine - INFO - Epoch(train) [25][1500/5005] lr: 1.0000e-01 eta: 15:26:23 time: 0.1478 data_time: 0.0024 loss: 2.1238 03/03 10:53:36 - mmengine - INFO - Epoch(train) [25][1600/5005] lr: 1.0000e-01 eta: 15:26:08 time: 0.1483 data_time: 0.0023 loss: 1.9300 03/03 10:53:51 - mmengine - INFO - Epoch(train) [25][1700/5005] lr: 1.0000e-01 eta: 15:25:53 time: 0.1422 data_time: 0.0024 loss: 1.7587 03/03 10:54:06 - mmengine - INFO - Epoch(train) [25][1800/5005] lr: 1.0000e-01 eta: 15:25:39 time: 0.1497 data_time: 0.0023 loss: 2.0827 03/03 10:54:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:54:20 - mmengine - INFO - Epoch(train) [25][1900/5005] lr: 1.0000e-01 eta: 15:25:24 time: 0.1473 data_time: 0.0024 loss: 2.1489 03/03 10:54:36 - mmengine - INFO - Epoch(train) [25][2000/5005] lr: 1.0000e-01 eta: 15:25:12 time: 0.1489 data_time: 0.0025 loss: 2.0689 03/03 10:54:51 - mmengine - INFO - Epoch(train) [25][2100/5005] lr: 1.0000e-01 eta: 15:24:58 time: 0.1484 data_time: 0.0025 loss: 2.2080 03/03 10:55:05 - mmengine - INFO - Epoch(train) [25][2200/5005] lr: 1.0000e-01 eta: 15:24:43 time: 0.1452 data_time: 0.0024 loss: 2.0348 03/03 10:55:21 - mmengine - INFO - Epoch(train) [25][2300/5005] lr: 1.0000e-01 eta: 15:24:30 time: 0.1513 data_time: 0.0022 loss: 2.0270 03/03 10:55:36 - mmengine - INFO - Epoch(train) [25][2400/5005] lr: 1.0000e-01 eta: 15:24:18 time: 0.1510 data_time: 0.0023 loss: 1.8886 03/03 10:55:51 - mmengine - INFO - Epoch(train) [25][2500/5005] lr: 1.0000e-01 eta: 15:24:05 time: 0.1519 data_time: 0.0023 loss: 1.9913 03/03 10:56:06 - mmengine - INFO - Epoch(train) [25][2600/5005] lr: 1.0000e-01 eta: 15:23:51 time: 0.1508 data_time: 0.0024 loss: 2.1514 03/03 10:56:21 - mmengine - INFO - Epoch(train) [25][2700/5005] lr: 1.0000e-01 eta: 15:23:37 time: 0.1482 data_time: 0.0021 loss: 2.3158 03/03 10:56:37 - mmengine - INFO - Epoch(train) [25][2800/5005] lr: 1.0000e-01 eta: 15:23:25 time: 0.1504 data_time: 0.0022 loss: 2.0749 03/03 10:56:49 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:56:53 - mmengine - INFO - Epoch(train) [25][2900/5005] lr: 1.0000e-01 eta: 15:23:13 time: 0.1588 data_time: 0.0024 loss: 2.2324 03/03 10:57:08 - mmengine - INFO - Epoch(train) [25][3000/5005] lr: 1.0000e-01 eta: 15:22:59 time: 0.1493 data_time: 0.0022 loss: 2.0662 03/03 10:57:22 - mmengine - INFO - Epoch(train) [25][3100/5005] lr: 1.0000e-01 eta: 15:22:44 time: 0.1436 data_time: 0.0021 loss: 2.1408 03/03 10:57:37 - mmengine - INFO - Epoch(train) [25][3200/5005] lr: 1.0000e-01 eta: 15:22:30 time: 0.1469 data_time: 0.0022 loss: 2.1175 03/03 10:57:52 - mmengine - INFO - Epoch(train) [25][3300/5005] lr: 1.0000e-01 eta: 15:22:17 time: 0.1453 data_time: 0.0025 loss: 1.9578 03/03 10:58:07 - mmengine - INFO - Epoch(train) [25][3400/5005] lr: 1.0000e-01 eta: 15:22:03 time: 0.1542 data_time: 0.0023 loss: 2.2153 03/03 10:58:23 - mmengine - INFO - Epoch(train) [25][3500/5005] lr: 1.0000e-01 eta: 15:21:50 time: 0.1472 data_time: 0.0023 loss: 2.3428 03/03 10:58:38 - mmengine - INFO - Epoch(train) [25][3600/5005] lr: 1.0000e-01 eta: 15:21:37 time: 0.1491 data_time: 0.0023 loss: 2.0616 03/03 10:58:53 - mmengine - INFO - Epoch(train) [25][3700/5005] lr: 1.0000e-01 eta: 15:21:23 time: 0.1488 data_time: 0.0023 loss: 2.1488 03/03 10:59:07 - mmengine - INFO - Epoch(train) [25][3800/5005] lr: 1.0000e-01 eta: 15:21:08 time: 0.1471 data_time: 0.0023 loss: 2.1080 03/03 10:59:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 10:59:22 - mmengine - INFO - Epoch(train) [25][3900/5005] lr: 1.0000e-01 eta: 15:20:54 time: 0.1461 data_time: 0.0023 loss: 1.9429 03/03 10:59:37 - mmengine - INFO - Epoch(train) [25][4000/5005] lr: 1.0000e-01 eta: 15:20:39 time: 0.1394 data_time: 0.0025 loss: 1.9565 03/03 10:59:51 - mmengine - INFO - Epoch(train) [25][4100/5005] lr: 1.0000e-01 eta: 15:20:22 time: 0.1415 data_time: 0.0023 loss: 2.2562 03/03 11:00:06 - mmengine - INFO - Epoch(train) [25][4200/5005] lr: 1.0000e-01 eta: 15:20:07 time: 0.1464 data_time: 0.0022 loss: 2.0583 03/03 11:00:20 - mmengine - INFO - Epoch(train) [25][4300/5005] lr: 1.0000e-01 eta: 15:19:52 time: 0.1448 data_time: 0.0023 loss: 2.2835 03/03 11:00:35 - mmengine - INFO - Epoch(train) [25][4400/5005] lr: 1.0000e-01 eta: 15:19:37 time: 0.1686 data_time: 0.0022 loss: 2.1235 03/03 11:00:49 - mmengine - INFO - Epoch(train) [25][4500/5005] lr: 1.0000e-01 eta: 15:19:22 time: 0.1439 data_time: 0.0025 loss: 2.0451 03/03 11:01:04 - mmengine - INFO - Epoch(train) [25][4600/5005] lr: 1.0000e-01 eta: 15:19:07 time: 0.1443 data_time: 0.0022 loss: 2.1731 03/03 11:01:19 - mmengine - INFO - Epoch(train) [25][4700/5005] lr: 1.0000e-01 eta: 15:18:53 time: 0.1515 data_time: 0.0023 loss: 1.9341 03/03 11:01:34 - mmengine - INFO - Epoch(train) [25][4800/5005] lr: 1.0000e-01 eta: 15:18:38 time: 0.1457 data_time: 0.0026 loss: 2.2111 03/03 11:01:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:01:49 - mmengine - INFO - Epoch(train) [25][4900/5005] lr: 1.0000e-01 eta: 15:18:26 time: 0.1441 data_time: 0.0025 loss: 2.2037 03/03 11:02:03 - mmengine - INFO - Epoch(train) [25][5000/5005] lr: 1.0000e-01 eta: 15:18:09 time: 0.1461 data_time: 0.0033 loss: 1.9899 03/03 11:02:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:02:04 - mmengine - INFO - Saving checkpoint at 25 epochs 03/03 11:02:13 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:06 time: 0.0632 data_time: 0.0437 03/03 11:02:42 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 57.7980 accuracy/top5: 82.2240 03/03 11:02:58 - mmengine - INFO - Epoch(train) [26][ 100/5005] lr: 1.0000e-01 eta: 15:17:57 time: 0.1446 data_time: 0.0024 loss: 2.1411 03/03 11:03:13 - mmengine - INFO - Epoch(train) [26][ 200/5005] lr: 1.0000e-01 eta: 15:17:42 time: 0.1456 data_time: 0.0025 loss: 1.9643 03/03 11:03:27 - mmengine - INFO - Epoch(train) [26][ 300/5005] lr: 1.0000e-01 eta: 15:17:27 time: 0.1472 data_time: 0.0025 loss: 1.9529 03/03 11:03:42 - mmengine - INFO - Epoch(train) [26][ 400/5005] lr: 1.0000e-01 eta: 15:17:12 time: 0.1464 data_time: 0.0023 loss: 1.9589 03/03 11:03:57 - mmengine - INFO - Epoch(train) [26][ 500/5005] lr: 1.0000e-01 eta: 15:16:58 time: 0.1424 data_time: 0.0026 loss: 1.8846 03/03 11:04:11 - mmengine - INFO - Epoch(train) [26][ 600/5005] lr: 1.0000e-01 eta: 15:16:42 time: 0.1509 data_time: 0.0024 loss: 2.1267 03/03 11:04:26 - mmengine - INFO - Epoch(train) [26][ 700/5005] lr: 1.0000e-01 eta: 15:16:29 time: 0.1461 data_time: 0.0024 loss: 2.0459 03/03 11:04:42 - mmengine - INFO - Epoch(train) [26][ 800/5005] lr: 1.0000e-01 eta: 15:16:15 time: 0.1600 data_time: 0.0023 loss: 2.0394 03/03 11:04:53 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:04:57 - mmengine - INFO - Epoch(train) [26][ 900/5005] lr: 1.0000e-01 eta: 15:16:02 time: 0.1480 data_time: 0.0024 loss: 1.9389 03/03 11:05:12 - mmengine - INFO - Epoch(train) [26][1000/5005] lr: 1.0000e-01 eta: 15:15:49 time: 0.1508 data_time: 0.0024 loss: 1.9166 03/03 11:05:27 - mmengine - INFO - Epoch(train) [26][1100/5005] lr: 1.0000e-01 eta: 15:15:36 time: 0.1450 data_time: 0.0027 loss: 2.1174 03/03 11:05:42 - mmengine - INFO - Epoch(train) [26][1200/5005] lr: 1.0000e-01 eta: 15:15:21 time: 0.1472 data_time: 0.0022 loss: 2.0481 03/03 11:05:57 - mmengine - INFO - Epoch(train) [26][1300/5005] lr: 1.0000e-01 eta: 15:15:08 time: 0.1500 data_time: 0.0025 loss: 2.1772 03/03 11:06:12 - mmengine - INFO - Epoch(train) [26][1400/5005] lr: 1.0000e-01 eta: 15:14:54 time: 0.1480 data_time: 0.0023 loss: 1.9527 03/03 11:06:27 - mmengine - INFO - Epoch(train) [26][1500/5005] lr: 1.0000e-01 eta: 15:14:40 time: 0.1458 data_time: 0.0025 loss: 1.9901 03/03 11:06:43 - mmengine - INFO - Epoch(train) [26][1600/5005] lr: 1.0000e-01 eta: 15:14:27 time: 0.1489 data_time: 0.0025 loss: 2.2297 03/03 11:06:57 - mmengine - INFO - Epoch(train) [26][1700/5005] lr: 1.0000e-01 eta: 15:14:12 time: 0.1534 data_time: 0.0024 loss: 2.1155 03/03 11:07:12 - mmengine - INFO - Epoch(train) [26][1800/5005] lr: 1.0000e-01 eta: 15:13:57 time: 0.1383 data_time: 0.0024 loss: 2.0430 03/03 11:07:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:07:26 - mmengine - INFO - Epoch(train) [26][1900/5005] lr: 1.0000e-01 eta: 15:13:41 time: 0.1435 data_time: 0.0025 loss: 2.1959 03/03 11:07:41 - mmengine - INFO - Epoch(train) [26][2000/5005] lr: 1.0000e-01 eta: 15:13:27 time: 0.1540 data_time: 0.0024 loss: 2.1980 03/03 11:07:56 - mmengine - INFO - Epoch(train) [26][2100/5005] lr: 1.0000e-01 eta: 15:13:12 time: 0.1504 data_time: 0.0022 loss: 2.2971 03/03 11:08:11 - mmengine - INFO - Epoch(train) [26][2200/5005] lr: 1.0000e-01 eta: 15:12:59 time: 0.1448 data_time: 0.0022 loss: 2.1380 03/03 11:08:26 - mmengine - INFO - Epoch(train) [26][2300/5005] lr: 1.0000e-01 eta: 15:12:45 time: 0.1510 data_time: 0.0023 loss: 1.8790 03/03 11:08:41 - mmengine - INFO - Epoch(train) [26][2400/5005] lr: 1.0000e-01 eta: 15:12:31 time: 0.1458 data_time: 0.0024 loss: 2.1306 03/03 11:08:56 - mmengine - INFO - Epoch(train) [26][2500/5005] lr: 1.0000e-01 eta: 15:12:17 time: 0.1439 data_time: 0.0021 loss: 2.0383 03/03 11:09:10 - mmengine - INFO - Epoch(train) [26][2600/5005] lr: 1.0000e-01 eta: 15:12:02 time: 0.1471 data_time: 0.0021 loss: 2.2377 03/03 11:09:25 - mmengine - INFO - Epoch(train) [26][2700/5005] lr: 1.0000e-01 eta: 15:11:47 time: 0.1452 data_time: 0.0022 loss: 2.2955 03/03 11:09:40 - mmengine - INFO - Epoch(train) [26][2800/5005] lr: 1.0000e-01 eta: 15:11:33 time: 0.1691 data_time: 0.0022 loss: 1.9497 03/03 11:09:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:09:55 - mmengine - INFO - Epoch(train) [26][2900/5005] lr: 1.0000e-01 eta: 15:11:20 time: 0.1457 data_time: 0.0021 loss: 1.9162 03/03 11:10:10 - mmengine - INFO - Epoch(train) [26][3000/5005] lr: 1.0000e-01 eta: 15:11:04 time: 0.1450 data_time: 0.0023 loss: 2.0790 03/03 11:10:25 - mmengine - INFO - Epoch(train) [26][3100/5005] lr: 1.0000e-01 eta: 15:10:50 time: 0.1479 data_time: 0.0024 loss: 1.9661 03/03 11:10:39 - mmengine - INFO - Epoch(train) [26][3200/5005] lr: 1.0000e-01 eta: 15:10:35 time: 0.1449 data_time: 0.0024 loss: 2.2682 03/03 11:10:54 - mmengine - INFO - Epoch(train) [26][3300/5005] lr: 1.0000e-01 eta: 15:10:21 time: 0.1537 data_time: 0.0024 loss: 2.1003 03/03 11:11:09 - mmengine - INFO - Epoch(train) [26][3400/5005] lr: 1.0000e-01 eta: 15:10:08 time: 0.1519 data_time: 0.0022 loss: 2.2776 03/03 11:11:25 - mmengine - INFO - Epoch(train) [26][3500/5005] lr: 1.0000e-01 eta: 15:09:54 time: 0.1438 data_time: 0.0023 loss: 1.9233 03/03 11:11:40 - mmengine - INFO - Epoch(train) [26][3600/5005] lr: 1.0000e-01 eta: 15:09:42 time: 0.1520 data_time: 0.0026 loss: 2.1420 03/03 11:11:55 - mmengine - INFO - Epoch(train) [26][3700/5005] lr: 1.0000e-01 eta: 15:09:29 time: 0.1559 data_time: 0.0024 loss: 2.1617 03/03 11:12:10 - mmengine - INFO - Epoch(train) [26][3800/5005] lr: 1.0000e-01 eta: 15:09:15 time: 0.1483 data_time: 0.0025 loss: 1.8907 03/03 11:12:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:12:25 - mmengine - INFO - Epoch(train) [26][3900/5005] lr: 1.0000e-01 eta: 15:09:00 time: 0.1461 data_time: 0.0023 loss: 2.2573 03/03 11:12:40 - mmengine - INFO - Epoch(train) [26][4000/5005] lr: 1.0000e-01 eta: 15:08:46 time: 0.1492 data_time: 0.0022 loss: 2.2485 03/03 11:12:55 - mmengine - INFO - Epoch(train) [26][4100/5005] lr: 1.0000e-01 eta: 15:08:33 time: 0.1479 data_time: 0.0023 loss: 1.8999 03/03 11:13:10 - mmengine - INFO - Epoch(train) [26][4200/5005] lr: 1.0000e-01 eta: 15:08:19 time: 0.1429 data_time: 0.0022 loss: 1.9484 03/03 11:13:25 - mmengine - INFO - Epoch(train) [26][4300/5005] lr: 1.0000e-01 eta: 15:08:05 time: 0.1496 data_time: 0.0021 loss: 2.4261 03/03 11:13:40 - mmengine - INFO - Epoch(train) [26][4400/5005] lr: 1.0000e-01 eta: 15:07:51 time: 0.1481 data_time: 0.0021 loss: 1.9615 03/03 11:13:55 - mmengine - INFO - Epoch(train) [26][4500/5005] lr: 1.0000e-01 eta: 15:07:36 time: 0.1434 data_time: 0.0022 loss: 2.1053 03/03 11:14:09 - mmengine - INFO - Epoch(train) [26][4600/5005] lr: 1.0000e-01 eta: 15:07:21 time: 0.1461 data_time: 0.0021 loss: 1.8875 03/03 11:14:24 - mmengine - INFO - Epoch(train) [26][4700/5005] lr: 1.0000e-01 eta: 15:07:06 time: 0.1379 data_time: 0.0022 loss: 1.9706 03/03 11:14:38 - mmengine - INFO - Epoch(train) [26][4800/5005] lr: 1.0000e-01 eta: 15:06:50 time: 0.1394 data_time: 0.0025 loss: 2.1896 03/03 11:14:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:14:53 - mmengine - INFO - Epoch(train) [26][4900/5005] lr: 1.0000e-01 eta: 15:06:35 time: 0.1484 data_time: 0.0023 loss: 2.0237 03/03 11:15:08 - mmengine - INFO - Epoch(train) [26][5000/5005] lr: 1.0000e-01 eta: 15:06:21 time: 0.1441 data_time: 0.0033 loss: 2.1731 03/03 11:15:09 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:15:09 - mmengine - INFO - Saving checkpoint at 26 epochs 03/03 11:15:17 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:06 time: 0.0419 data_time: 0.0244 03/03 11:15:46 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 56.5500 accuracy/top5: 81.2360 03/03 11:16:02 - mmengine - INFO - Epoch(train) [27][ 100/5005] lr: 1.0000e-01 eta: 15:06:09 time: 0.1505 data_time: 0.0028 loss: 2.3317 03/03 11:16:17 - mmengine - INFO - Epoch(train) [27][ 200/5005] lr: 1.0000e-01 eta: 15:05:54 time: 0.1448 data_time: 0.0027 loss: 2.0075 03/03 11:16:31 - mmengine - INFO - Epoch(train) [27][ 300/5005] lr: 1.0000e-01 eta: 15:05:40 time: 0.1491 data_time: 0.0025 loss: 2.1296 03/03 11:16:46 - mmengine - INFO - Epoch(train) [27][ 400/5005] lr: 1.0000e-01 eta: 15:05:26 time: 0.1485 data_time: 0.0029 loss: 1.9116 03/03 11:17:01 - mmengine - INFO - Epoch(train) [27][ 500/5005] lr: 1.0000e-01 eta: 15:05:11 time: 0.1369 data_time: 0.0028 loss: 2.2523 03/03 11:17:16 - mmengine - INFO - Epoch(train) [27][ 600/5005] lr: 1.0000e-01 eta: 15:04:56 time: 0.1466 data_time: 0.0026 loss: 2.2802 03/03 11:17:30 - mmengine - INFO - Epoch(train) [27][ 700/5005] lr: 1.0000e-01 eta: 15:04:41 time: 0.1450 data_time: 0.0025 loss: 1.9063 03/03 11:17:45 - mmengine - INFO - Epoch(train) [27][ 800/5005] lr: 1.0000e-01 eta: 15:04:27 time: 0.1447 data_time: 0.0024 loss: 1.9388 03/03 11:17:56 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:18:00 - mmengine - INFO - Epoch(train) [27][ 900/5005] lr: 1.0000e-01 eta: 15:04:12 time: 0.1437 data_time: 0.0023 loss: 2.1055 03/03 11:18:14 - mmengine - INFO - Epoch(train) [27][1000/5005] lr: 1.0000e-01 eta: 15:03:57 time: 0.1449 data_time: 0.0027 loss: 2.2176 03/03 11:18:29 - mmengine - INFO - Epoch(train) [27][1100/5005] lr: 1.0000e-01 eta: 15:03:41 time: 0.1408 data_time: 0.0025 loss: 2.1097 03/03 11:18:43 - mmengine - INFO - Epoch(train) [27][1200/5005] lr: 1.0000e-01 eta: 15:03:26 time: 0.1463 data_time: 0.0025 loss: 2.2295 03/03 11:18:59 - mmengine - INFO - Epoch(train) [27][1300/5005] lr: 1.0000e-01 eta: 15:03:12 time: 0.1482 data_time: 0.0025 loss: 2.1199 03/03 11:19:14 - mmengine - INFO - Epoch(train) [27][1400/5005] lr: 1.0000e-01 eta: 15:02:59 time: 0.1484 data_time: 0.0025 loss: 1.9595 03/03 11:19:29 - mmengine - INFO - Epoch(train) [27][1500/5005] lr: 1.0000e-01 eta: 15:02:44 time: 0.1451 data_time: 0.0025 loss: 2.1744 03/03 11:19:43 - mmengine - INFO - Epoch(train) [27][1600/5005] lr: 1.0000e-01 eta: 15:02:27 time: 0.1455 data_time: 0.0025 loss: 2.0065 03/03 11:19:57 - mmengine - INFO - Epoch(train) [27][1700/5005] lr: 1.0000e-01 eta: 15:02:12 time: 0.1483 data_time: 0.0024 loss: 2.2087 03/03 11:20:12 - mmengine - INFO - Epoch(train) [27][1800/5005] lr: 1.0000e-01 eta: 15:01:59 time: 0.1485 data_time: 0.0023 loss: 2.0014 03/03 11:20:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:20:28 - mmengine - INFO - Epoch(train) [27][1900/5005] lr: 1.0000e-01 eta: 15:01:46 time: 0.1514 data_time: 0.0026 loss: 1.9172 03/03 11:20:42 - mmengine - INFO - Epoch(train) [27][2000/5005] lr: 1.0000e-01 eta: 15:01:31 time: 0.1526 data_time: 0.0025 loss: 2.0719 03/03 11:20:57 - mmengine - INFO - Epoch(train) [27][2100/5005] lr: 1.0000e-01 eta: 15:01:15 time: 0.1401 data_time: 0.0024 loss: 1.8958 03/03 11:21:11 - mmengine - INFO - Epoch(train) [27][2200/5005] lr: 1.0000e-01 eta: 15:00:59 time: 0.1420 data_time: 0.0025 loss: 2.1396 03/03 11:21:25 - mmengine - INFO - Epoch(train) [27][2300/5005] lr: 1.0000e-01 eta: 15:00:42 time: 0.1423 data_time: 0.0026 loss: 2.0992 03/03 11:21:39 - mmengine - INFO - Epoch(train) [27][2400/5005] lr: 1.0000e-01 eta: 15:00:27 time: 0.1431 data_time: 0.0025 loss: 2.1519 03/03 11:21:54 - mmengine - INFO - Epoch(train) [27][2500/5005] lr: 1.0000e-01 eta: 15:00:13 time: 0.1513 data_time: 0.0023 loss: 1.8206 03/03 11:22:10 - mmengine - INFO - Epoch(train) [27][2600/5005] lr: 1.0000e-01 eta: 15:00:01 time: 0.1516 data_time: 0.0024 loss: 1.9326 03/03 11:22:25 - mmengine - INFO - Epoch(train) [27][2700/5005] lr: 1.0000e-01 eta: 14:59:47 time: 0.1474 data_time: 0.0024 loss: 1.7827 03/03 11:22:40 - mmengine - INFO - Epoch(train) [27][2800/5005] lr: 1.0000e-01 eta: 14:59:33 time: 0.1348 data_time: 0.0024 loss: 1.9867 03/03 11:22:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:22:55 - mmengine - INFO - Epoch(train) [27][2900/5005] lr: 1.0000e-01 eta: 14:59:18 time: 0.1494 data_time: 0.0024 loss: 2.0341 03/03 11:23:09 - mmengine - INFO - Epoch(train) [27][3000/5005] lr: 1.0000e-01 eta: 14:59:02 time: 0.1395 data_time: 0.0024 loss: 2.1708 03/03 11:23:23 - mmengine - INFO - Epoch(train) [27][3100/5005] lr: 1.0000e-01 eta: 14:58:46 time: 0.1422 data_time: 0.0026 loss: 2.1552 03/03 11:23:38 - mmengine - INFO - Epoch(train) [27][3200/5005] lr: 1.0000e-01 eta: 14:58:30 time: 0.1438 data_time: 0.0023 loss: 2.1516 03/03 11:23:52 - mmengine - INFO - Epoch(train) [27][3300/5005] lr: 1.0000e-01 eta: 14:58:14 time: 0.1381 data_time: 0.0025 loss: 2.1198 03/03 11:24:06 - mmengine - INFO - Epoch(train) [27][3400/5005] lr: 1.0000e-01 eta: 14:57:59 time: 0.1443 data_time: 0.0021 loss: 2.2251 03/03 11:24:21 - mmengine - INFO - Epoch(train) [27][3500/5005] lr: 1.0000e-01 eta: 14:57:44 time: 0.1365 data_time: 0.0022 loss: 2.0208 03/03 11:24:35 - mmengine - INFO - Epoch(train) [27][3600/5005] lr: 1.0000e-01 eta: 14:57:26 time: 0.1331 data_time: 0.0023 loss: 2.0105 03/03 11:24:49 - mmengine - INFO - Epoch(train) [27][3700/5005] lr: 1.0000e-01 eta: 14:57:10 time: 0.1441 data_time: 0.0024 loss: 2.0984 03/03 11:25:03 - mmengine - INFO - Epoch(train) [27][3800/5005] lr: 1.0000e-01 eta: 14:56:55 time: 0.1677 data_time: 0.0023 loss: 2.0207 03/03 11:25:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:25:18 - mmengine - INFO - Epoch(train) [27][3900/5005] lr: 1.0000e-01 eta: 14:56:39 time: 0.1691 data_time: 0.0023 loss: 2.0107 03/03 11:25:32 - mmengine - INFO - Epoch(train) [27][4000/5005] lr: 1.0000e-01 eta: 14:56:25 time: 0.1457 data_time: 0.0022 loss: 2.1931 03/03 11:25:47 - mmengine - INFO - Epoch(train) [27][4100/5005] lr: 1.0000e-01 eta: 14:56:10 time: 0.1416 data_time: 0.0026 loss: 1.9941 03/03 11:26:02 - mmengine - INFO - Epoch(train) [27][4200/5005] lr: 1.0000e-01 eta: 14:55:55 time: 0.1429 data_time: 0.0023 loss: 1.9695 03/03 11:26:16 - mmengine - INFO - Epoch(train) [27][4300/5005] lr: 1.0000e-01 eta: 14:55:40 time: 0.1411 data_time: 0.0022 loss: 2.2418 03/03 11:26:31 - mmengine - INFO - Epoch(train) [27][4400/5005] lr: 1.0000e-01 eta: 14:55:24 time: 0.1415 data_time: 0.0022 loss: 1.8994 03/03 11:26:45 - mmengine - INFO - Epoch(train) [27][4500/5005] lr: 1.0000e-01 eta: 14:55:09 time: 0.1445 data_time: 0.0021 loss: 2.2349 03/03 11:27:00 - mmengine - INFO - Epoch(train) [27][4600/5005] lr: 1.0000e-01 eta: 14:54:53 time: 0.1331 data_time: 0.0022 loss: 2.1032 03/03 11:27:14 - mmengine - INFO - Epoch(train) [27][4700/5005] lr: 1.0000e-01 eta: 14:54:38 time: 0.1451 data_time: 0.0021 loss: 1.9524 03/03 11:27:29 - mmengine - INFO - Epoch(train) [27][4800/5005] lr: 1.0000e-01 eta: 14:54:23 time: 0.1386 data_time: 0.0024 loss: 1.8153 03/03 11:27:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:27:44 - mmengine - INFO - Epoch(train) [27][4900/5005] lr: 1.0000e-01 eta: 14:54:08 time: 0.1510 data_time: 0.0030 loss: 2.0098 03/03 11:27:58 - mmengine - INFO - Epoch(train) [27][5000/5005] lr: 1.0000e-01 eta: 14:53:53 time: 0.1466 data_time: 0.0036 loss: 2.0248 03/03 11:27:59 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:27:59 - mmengine - INFO - Saving checkpoint at 27 epochs 03/03 11:28:07 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:06 time: 0.0633 data_time: 0.0427 03/03 11:28:37 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 56.4460 accuracy/top5: 81.0520 03/03 11:28:52 - mmengine - INFO - Epoch(train) [28][ 100/5005] lr: 1.0000e-01 eta: 14:53:40 time: 0.1457 data_time: 0.0029 loss: 2.0087 03/03 11:29:07 - mmengine - INFO - Epoch(train) [28][ 200/5005] lr: 1.0000e-01 eta: 14:53:25 time: 0.1456 data_time: 0.0027 loss: 1.9465 03/03 11:29:21 - mmengine - INFO - Epoch(train) [28][ 300/5005] lr: 1.0000e-01 eta: 14:53:10 time: 0.1423 data_time: 0.0027 loss: 2.0728 03/03 11:29:36 - mmengine - INFO - Epoch(train) [28][ 400/5005] lr: 1.0000e-01 eta: 14:52:54 time: 0.1400 data_time: 0.0028 loss: 1.9374 03/03 11:29:50 - mmengine - INFO - Epoch(train) [28][ 500/5005] lr: 1.0000e-01 eta: 14:52:38 time: 0.1423 data_time: 0.0027 loss: 1.9960 03/03 11:30:04 - mmengine - INFO - Epoch(train) [28][ 600/5005] lr: 1.0000e-01 eta: 14:52:22 time: 0.1416 data_time: 0.0025 loss: 1.9895 03/03 11:30:19 - mmengine - INFO - Epoch(train) [28][ 700/5005] lr: 1.0000e-01 eta: 14:52:07 time: 0.1400 data_time: 0.0024 loss: 2.0857 03/03 11:30:33 - mmengine - INFO - Epoch(train) [28][ 800/5005] lr: 1.0000e-01 eta: 14:51:51 time: 0.1455 data_time: 0.0022 loss: 2.1587 03/03 11:30:42 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:30:48 - mmengine - INFO - Epoch(train) [28][ 900/5005] lr: 1.0000e-01 eta: 14:51:35 time: 0.1414 data_time: 0.0027 loss: 2.0635 03/03 11:31:02 - mmengine - INFO - Epoch(train) [28][1000/5005] lr: 1.0000e-01 eta: 14:51:20 time: 0.1391 data_time: 0.0023 loss: 2.0261 03/03 11:31:16 - mmengine - INFO - Epoch(train) [28][1100/5005] lr: 1.0000e-01 eta: 14:51:04 time: 0.1413 data_time: 0.0027 loss: 2.0286 03/03 11:31:31 - mmengine - INFO - Epoch(train) [28][1200/5005] lr: 1.0000e-01 eta: 14:50:49 time: 0.1434 data_time: 0.0026 loss: 1.9664 03/03 11:31:45 - mmengine - INFO - Epoch(train) [28][1300/5005] lr: 1.0000e-01 eta: 14:50:34 time: 0.1409 data_time: 0.0026 loss: 2.0091 03/03 11:32:00 - mmengine - INFO - Epoch(train) [28][1400/5005] lr: 1.0000e-01 eta: 14:50:18 time: 0.1491 data_time: 0.0023 loss: 1.8970 03/03 11:32:15 - mmengine - INFO - Epoch(train) [28][1500/5005] lr: 1.0000e-01 eta: 14:50:06 time: 0.1516 data_time: 0.0022 loss: 2.0004 03/03 11:32:30 - mmengine - INFO - Epoch(train) [28][1600/5005] lr: 1.0000e-01 eta: 14:49:52 time: 0.1402 data_time: 0.0025 loss: 2.0868 03/03 11:32:45 - mmengine - INFO - Epoch(train) [28][1700/5005] lr: 1.0000e-01 eta: 14:49:36 time: 0.1437 data_time: 0.0026 loss: 2.0408 03/03 11:32:59 - mmengine - INFO - Epoch(train) [28][1800/5005] lr: 1.0000e-01 eta: 14:49:20 time: 0.1333 data_time: 0.0025 loss: 2.1314 03/03 11:33:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:33:13 - mmengine - INFO - Epoch(train) [28][1900/5005] lr: 1.0000e-01 eta: 14:49:03 time: 0.1672 data_time: 0.0025 loss: 2.1724 03/03 11:33:28 - mmengine - INFO - Epoch(train) [28][2000/5005] lr: 1.0000e-01 eta: 14:48:49 time: 0.1690 data_time: 0.0025 loss: 1.9132 03/03 11:33:43 - mmengine - INFO - Epoch(train) [28][2100/5005] lr: 1.0000e-01 eta: 14:48:35 time: 0.1523 data_time: 0.0025 loss: 2.1135 03/03 11:33:58 - mmengine - INFO - Epoch(train) [28][2200/5005] lr: 1.0000e-01 eta: 14:48:22 time: 0.1514 data_time: 0.0025 loss: 2.2461 03/03 11:34:13 - mmengine - INFO - Epoch(train) [28][2300/5005] lr: 1.0000e-01 eta: 14:48:08 time: 0.1549 data_time: 0.0026 loss: 1.9355 03/03 11:34:29 - mmengine - INFO - Epoch(train) [28][2400/5005] lr: 1.0000e-01 eta: 14:47:56 time: 0.1479 data_time: 0.0024 loss: 1.8707 03/03 11:34:43 - mmengine - INFO - Epoch(train) [28][2500/5005] lr: 1.0000e-01 eta: 14:47:41 time: 0.1407 data_time: 0.0028 loss: 1.9681 03/03 11:34:59 - mmengine - INFO - Epoch(train) [28][2600/5005] lr: 1.0000e-01 eta: 14:47:27 time: 0.1517 data_time: 0.0027 loss: 2.2073 03/03 11:35:13 - mmengine - INFO - Epoch(train) [28][2700/5005] lr: 1.0000e-01 eta: 14:47:13 time: 0.1413 data_time: 0.0023 loss: 2.0336 03/03 11:35:28 - mmengine - INFO - Epoch(train) [28][2800/5005] lr: 1.0000e-01 eta: 14:46:58 time: 0.1664 data_time: 0.0025 loss: 1.9976 03/03 11:35:38 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:35:43 - mmengine - INFO - Epoch(train) [28][2900/5005] lr: 1.0000e-01 eta: 14:46:43 time: 0.1428 data_time: 0.0025 loss: 2.0541 03/03 11:35:57 - mmengine - INFO - Epoch(train) [28][3000/5005] lr: 1.0000e-01 eta: 14:46:27 time: 0.1443 data_time: 0.0028 loss: 2.0320 03/03 11:36:11 - mmengine - INFO - Epoch(train) [28][3100/5005] lr: 1.0000e-01 eta: 14:46:10 time: 0.1348 data_time: 0.0027 loss: 2.2421 03/03 11:36:25 - mmengine - INFO - Epoch(train) [28][3200/5005] lr: 1.0000e-01 eta: 14:45:54 time: 0.1437 data_time: 0.0023 loss: 2.2712 03/03 11:36:40 - mmengine - INFO - Epoch(train) [28][3300/5005] lr: 1.0000e-01 eta: 14:45:39 time: 0.1419 data_time: 0.0022 loss: 2.0758 03/03 11:36:55 - mmengine - INFO - Epoch(train) [28][3400/5005] lr: 1.0000e-01 eta: 14:45:25 time: 0.1460 data_time: 0.0025 loss: 1.9795 03/03 11:37:09 - mmengine - INFO - Epoch(train) [28][3500/5005] lr: 1.0000e-01 eta: 14:45:09 time: 0.1435 data_time: 0.0026 loss: 1.9177 03/03 11:37:23 - mmengine - INFO - Epoch(train) [28][3600/5005] lr: 1.0000e-01 eta: 14:44:53 time: 0.1355 data_time: 0.0027 loss: 2.1094 03/03 11:37:37 - mmengine - INFO - Epoch(train) [28][3700/5005] lr: 1.0000e-01 eta: 14:44:37 time: 0.1411 data_time: 0.0022 loss: 2.1365 03/03 11:37:52 - mmengine - INFO - Epoch(train) [28][3800/5005] lr: 1.0000e-01 eta: 14:44:22 time: 0.1413 data_time: 0.0023 loss: 2.1400 03/03 11:38:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:38:06 - mmengine - INFO - Epoch(train) [28][3900/5005] lr: 1.0000e-01 eta: 14:44:06 time: 0.1431 data_time: 0.0023 loss: 2.1038 03/03 11:38:21 - mmengine - INFO - Epoch(train) [28][4000/5005] lr: 1.0000e-01 eta: 14:43:52 time: 0.1478 data_time: 0.0023 loss: 2.0160 03/03 11:38:36 - mmengine - INFO - Epoch(train) [28][4100/5005] lr: 1.0000e-01 eta: 14:43:37 time: 0.1365 data_time: 0.0024 loss: 2.1024 03/03 11:38:51 - mmengine - INFO - Epoch(train) [28][4200/5005] lr: 1.0000e-01 eta: 14:43:23 time: 0.1504 data_time: 0.0026 loss: 2.0849 03/03 11:39:06 - mmengine - INFO - Epoch(train) [28][4300/5005] lr: 1.0000e-01 eta: 14:43:11 time: 0.1566 data_time: 0.0022 loss: 1.9744 03/03 11:39:21 - mmengine - INFO - Epoch(train) [28][4400/5005] lr: 1.0000e-01 eta: 14:42:56 time: 0.1475 data_time: 0.0026 loss: 2.1216 03/03 11:39:35 - mmengine - INFO - Epoch(train) [28][4500/5005] lr: 1.0000e-01 eta: 14:42:39 time: 0.1401 data_time: 0.0026 loss: 1.9504 03/03 11:39:49 - mmengine - INFO - Epoch(train) [28][4600/5005] lr: 1.0000e-01 eta: 14:42:22 time: 0.1430 data_time: 0.0025 loss: 1.9690 03/03 11:40:03 - mmengine - INFO - Epoch(train) [28][4700/5005] lr: 1.0000e-01 eta: 14:42:07 time: 0.1430 data_time: 0.0026 loss: 1.8541 03/03 11:40:18 - mmengine - INFO - Epoch(train) [28][4800/5005] lr: 1.0000e-01 eta: 14:41:52 time: 0.1394 data_time: 0.0024 loss: 1.9361 03/03 11:40:27 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:40:32 - mmengine - INFO - Epoch(train) [28][4900/5005] lr: 1.0000e-01 eta: 14:41:36 time: 0.1483 data_time: 0.0024 loss: 2.1807 03/03 11:40:47 - mmengine - INFO - Epoch(train) [28][5000/5005] lr: 1.0000e-01 eta: 14:41:21 time: 0.1482 data_time: 0.0032 loss: 1.8639 03/03 11:40:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:40:48 - mmengine - INFO - Saving checkpoint at 28 epochs 03/03 11:40:56 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:06 time: 0.0615 data_time: 0.0424 03/03 11:41:26 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 57.8820 accuracy/top5: 82.3700 03/03 11:41:41 - mmengine - INFO - Epoch(train) [29][ 100/5005] lr: 1.0000e-01 eta: 14:41:07 time: 0.1430 data_time: 0.0022 loss: 2.3174 03/03 11:41:56 - mmengine - INFO - Epoch(train) [29][ 200/5005] lr: 1.0000e-01 eta: 14:40:52 time: 0.1430 data_time: 0.0022 loss: 1.9338 03/03 11:42:11 - mmengine - INFO - Epoch(train) [29][ 300/5005] lr: 1.0000e-01 eta: 14:40:38 time: 0.1474 data_time: 0.0022 loss: 1.9098 03/03 11:42:26 - mmengine - INFO - Epoch(train) [29][ 400/5005] lr: 1.0000e-01 eta: 14:40:23 time: 0.1406 data_time: 0.0025 loss: 2.1171 03/03 11:42:40 - mmengine - INFO - Epoch(train) [29][ 500/5005] lr: 1.0000e-01 eta: 14:40:08 time: 0.1425 data_time: 0.0027 loss: 1.9299 03/03 11:42:55 - mmengine - INFO - Epoch(train) [29][ 600/5005] lr: 1.0000e-01 eta: 14:39:52 time: 0.1385 data_time: 0.0025 loss: 2.1833 03/03 11:43:09 - mmengine - INFO - Epoch(train) [29][ 700/5005] lr: 1.0000e-01 eta: 14:39:36 time: 0.1426 data_time: 0.0026 loss: 2.1433 03/03 11:43:23 - mmengine - INFO - Epoch(train) [29][ 800/5005] lr: 1.0000e-01 eta: 14:39:22 time: 0.1474 data_time: 0.0024 loss: 2.1222 03/03 11:43:33 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:43:39 - mmengine - INFO - Epoch(train) [29][ 900/5005] lr: 1.0000e-01 eta: 14:39:09 time: 0.1739 data_time: 0.0026 loss: 2.1219 03/03 11:43:54 - mmengine - INFO - Epoch(train) [29][1000/5005] lr: 1.0000e-01 eta: 14:38:54 time: 0.1499 data_time: 0.0025 loss: 2.0393 03/03 11:44:09 - mmengine - INFO - Epoch(train) [29][1100/5005] lr: 1.0000e-01 eta: 14:38:40 time: 0.1459 data_time: 0.0024 loss: 2.0655 03/03 11:44:24 - mmengine - INFO - Epoch(train) [29][1200/5005] lr: 1.0000e-01 eta: 14:38:27 time: 0.1449 data_time: 0.0026 loss: 1.8985 03/03 11:44:38 - mmengine - INFO - Epoch(train) [29][1300/5005] lr: 1.0000e-01 eta: 14:38:12 time: 0.1452 data_time: 0.0027 loss: 2.2436 03/03 11:44:53 - mmengine - INFO - Epoch(train) [29][1400/5005] lr: 1.0000e-01 eta: 14:37:57 time: 0.1460 data_time: 0.0024 loss: 2.1426 03/03 11:45:08 - mmengine - INFO - Epoch(train) [29][1500/5005] lr: 1.0000e-01 eta: 14:37:42 time: 0.1398 data_time: 0.0024 loss: 2.1712 03/03 11:45:23 - mmengine - INFO - Epoch(train) [29][1600/5005] lr: 1.0000e-01 eta: 14:37:27 time: 0.1614 data_time: 0.0024 loss: 2.1914 03/03 11:45:37 - mmengine - INFO - Epoch(train) [29][1700/5005] lr: 1.0000e-01 eta: 14:37:12 time: 0.1482 data_time: 0.0025 loss: 1.9447 03/03 11:45:52 - mmengine - INFO - Epoch(train) [29][1800/5005] lr: 1.0000e-01 eta: 14:36:58 time: 0.1454 data_time: 0.0026 loss: 2.0785 03/03 11:46:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:46:06 - mmengine - INFO - Epoch(train) [29][1900/5005] lr: 1.0000e-01 eta: 14:36:43 time: 0.1473 data_time: 0.0027 loss: 2.3569 03/03 11:46:22 - mmengine - INFO - Epoch(train) [29][2000/5005] lr: 1.0000e-01 eta: 14:36:29 time: 0.1542 data_time: 0.0027 loss: 2.1387 03/03 11:46:37 - mmengine - INFO - Epoch(train) [29][2100/5005] lr: 1.0000e-01 eta: 14:36:16 time: 0.1467 data_time: 0.0025 loss: 2.3351 03/03 11:46:52 - mmengine - INFO - Epoch(train) [29][2200/5005] lr: 1.0000e-01 eta: 14:36:01 time: 0.1493 data_time: 0.0027 loss: 2.0621 03/03 11:47:07 - mmengine - INFO - Epoch(train) [29][2300/5005] lr: 1.0000e-01 eta: 14:35:47 time: 0.1469 data_time: 0.0028 loss: 2.0763 03/03 11:47:21 - mmengine - INFO - Epoch(train) [29][2400/5005] lr: 1.0000e-01 eta: 14:35:32 time: 0.1445 data_time: 0.0026 loss: 2.1215 03/03 11:47:36 - mmengine - INFO - Epoch(train) [29][2500/5005] lr: 1.0000e-01 eta: 14:35:17 time: 0.1435 data_time: 0.0027 loss: 2.0973 03/03 11:47:51 - mmengine - INFO - Epoch(train) [29][2600/5005] lr: 1.0000e-01 eta: 14:35:03 time: 0.1492 data_time: 0.0027 loss: 1.9400 03/03 11:48:05 - mmengine - INFO - Epoch(train) [29][2700/5005] lr: 1.0000e-01 eta: 14:34:47 time: 0.1433 data_time: 0.0026 loss: 2.1422 03/03 11:48:20 - mmengine - INFO - Epoch(train) [29][2800/5005] lr: 1.0000e-01 eta: 14:34:32 time: 0.1377 data_time: 0.0027 loss: 2.0836 03/03 11:48:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:48:34 - mmengine - INFO - Epoch(train) [29][2900/5005] lr: 1.0000e-01 eta: 14:34:16 time: 0.1457 data_time: 0.0024 loss: 1.8919 03/03 11:48:48 - mmengine - INFO - Epoch(train) [29][3000/5005] lr: 1.0000e-01 eta: 14:34:01 time: 0.1410 data_time: 0.0026 loss: 2.1203 03/03 11:49:03 - mmengine - INFO - Epoch(train) [29][3100/5005] lr: 1.0000e-01 eta: 14:33:46 time: 0.1433 data_time: 0.0028 loss: 2.0539 03/03 11:49:18 - mmengine - INFO - Epoch(train) [29][3200/5005] lr: 1.0000e-01 eta: 14:33:31 time: 0.1496 data_time: 0.0025 loss: 2.1060 03/03 11:49:32 - mmengine - INFO - Epoch(train) [29][3300/5005] lr: 1.0000e-01 eta: 14:33:14 time: 0.1360 data_time: 0.0025 loss: 2.0323 03/03 11:49:45 - mmengine - INFO - Epoch(train) [29][3400/5005] lr: 1.0000e-01 eta: 14:32:57 time: 0.1418 data_time: 0.0024 loss: 2.1078 03/03 11:50:00 - mmengine - INFO - Epoch(train) [29][3500/5005] lr: 1.0000e-01 eta: 14:32:42 time: 0.1414 data_time: 0.0026 loss: 1.9181 03/03 11:50:14 - mmengine - INFO - Epoch(train) [29][3600/5005] lr: 1.0000e-01 eta: 14:32:26 time: 0.1395 data_time: 0.0025 loss: 1.9549 03/03 11:50:29 - mmengine - INFO - Epoch(train) [29][3700/5005] lr: 1.0000e-01 eta: 14:32:11 time: 0.1520 data_time: 0.0026 loss: 2.0041 03/03 11:50:44 - mmengine - INFO - Epoch(train) [29][3800/5005] lr: 1.0000e-01 eta: 14:31:59 time: 0.1559 data_time: 0.0026 loss: 2.1681 03/03 11:50:54 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:51:00 - mmengine - INFO - Epoch(train) [29][3900/5005] lr: 1.0000e-01 eta: 14:31:46 time: 0.1488 data_time: 0.0024 loss: 2.0227 03/03 11:51:15 - mmengine - INFO - Epoch(train) [29][4000/5005] lr: 1.0000e-01 eta: 14:31:31 time: 0.1427 data_time: 0.0025 loss: 1.9959 03/03 11:51:29 - mmengine - INFO - Epoch(train) [29][4100/5005] lr: 1.0000e-01 eta: 14:31:15 time: 0.1398 data_time: 0.0027 loss: 2.1150 03/03 11:51:43 - mmengine - INFO - Epoch(train) [29][4200/5005] lr: 1.0000e-01 eta: 14:31:00 time: 0.1516 data_time: 0.0028 loss: 2.0061 03/03 11:51:58 - mmengine - INFO - Epoch(train) [29][4300/5005] lr: 1.0000e-01 eta: 14:30:45 time: 0.1457 data_time: 0.0024 loss: 1.8980 03/03 11:52:12 - mmengine - INFO - Epoch(train) [29][4400/5005] lr: 1.0000e-01 eta: 14:30:29 time: 0.1443 data_time: 0.0024 loss: 2.1067 03/03 11:52:27 - mmengine - INFO - Epoch(train) [29][4500/5005] lr: 1.0000e-01 eta: 14:30:14 time: 0.1389 data_time: 0.0024 loss: 1.8788 03/03 11:52:41 - mmengine - INFO - Epoch(train) [29][4600/5005] lr: 1.0000e-01 eta: 14:29:57 time: 0.1398 data_time: 0.0025 loss: 2.0627 03/03 11:52:55 - mmengine - INFO - Epoch(train) [29][4700/5005] lr: 1.0000e-01 eta: 14:29:42 time: 0.1419 data_time: 0.0029 loss: 1.9552 03/03 11:53:09 - mmengine - INFO - Epoch(train) [29][4800/5005] lr: 1.0000e-01 eta: 14:29:25 time: 0.1386 data_time: 0.0025 loss: 1.8044 03/03 11:53:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:53:23 - mmengine - INFO - Epoch(train) [29][4900/5005] lr: 1.0000e-01 eta: 14:29:10 time: 0.1461 data_time: 0.0026 loss: 1.9137 03/03 11:53:38 - mmengine - INFO - Epoch(train) [29][5000/5005] lr: 1.0000e-01 eta: 14:28:56 time: 0.1428 data_time: 0.0034 loss: 2.1210 03/03 11:53:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:53:40 - mmengine - INFO - Saving checkpoint at 29 epochs 03/03 11:53:47 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:06 time: 0.0650 data_time: 0.0452 03/03 11:54:16 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 58.0440 accuracy/top5: 82.5420 03/03 11:54:32 - mmengine - INFO - Epoch(train) [30][ 100/5005] lr: 1.0000e-01 eta: 14:28:43 time: 0.1497 data_time: 0.0031 loss: 2.0545 03/03 11:54:47 - mmengine - INFO - Epoch(train) [30][ 200/5005] lr: 1.0000e-01 eta: 14:28:28 time: 0.1437 data_time: 0.0028 loss: 2.1547 03/03 11:55:02 - mmengine - INFO - Epoch(train) [30][ 300/5005] lr: 1.0000e-01 eta: 14:28:14 time: 0.1420 data_time: 0.0024 loss: 1.9904 03/03 11:55:16 - mmengine - INFO - Epoch(train) [30][ 400/5005] lr: 1.0000e-01 eta: 14:27:59 time: 0.1491 data_time: 0.0028 loss: 2.2178 03/03 11:55:31 - mmengine - INFO - Epoch(train) [30][ 500/5005] lr: 1.0000e-01 eta: 14:27:45 time: 0.1489 data_time: 0.0029 loss: 2.1120 03/03 11:55:46 - mmengine - INFO - Epoch(train) [30][ 600/5005] lr: 1.0000e-01 eta: 14:27:30 time: 0.1385 data_time: 0.0023 loss: 2.2573 03/03 11:56:00 - mmengine - INFO - Epoch(train) [30][ 700/5005] lr: 1.0000e-01 eta: 14:27:14 time: 0.1405 data_time: 0.0027 loss: 1.8466 03/03 11:56:15 - mmengine - INFO - Epoch(train) [30][ 800/5005] lr: 1.0000e-01 eta: 14:26:59 time: 0.1409 data_time: 0.0026 loss: 2.1712 03/03 11:56:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:56:29 - mmengine - INFO - Epoch(train) [30][ 900/5005] lr: 1.0000e-01 eta: 14:26:42 time: 0.1381 data_time: 0.0028 loss: 2.2598 03/03 11:56:43 - mmengine - INFO - Epoch(train) [30][1000/5005] lr: 1.0000e-01 eta: 14:26:26 time: 0.1400 data_time: 0.0029 loss: 1.9650 03/03 11:56:57 - mmengine - INFO - Epoch(train) [30][1100/5005] lr: 1.0000e-01 eta: 14:26:09 time: 0.1381 data_time: 0.0027 loss: 2.0683 03/03 11:57:11 - mmengine - INFO - Epoch(train) [30][1200/5005] lr: 1.0000e-01 eta: 14:25:52 time: 0.1331 data_time: 0.0027 loss: 2.0243 03/03 11:57:25 - mmengine - INFO - Epoch(train) [30][1300/5005] lr: 1.0000e-01 eta: 14:25:36 time: 0.1409 data_time: 0.0027 loss: 1.9363 03/03 11:57:39 - mmengine - INFO - Epoch(train) [30][1400/5005] lr: 1.0000e-01 eta: 14:25:20 time: 0.1445 data_time: 0.0025 loss: 2.1074 03/03 11:57:54 - mmengine - INFO - Epoch(train) [30][1500/5005] lr: 1.0000e-01 eta: 14:25:06 time: 0.1504 data_time: 0.0025 loss: 2.0152 03/03 11:58:10 - mmengine - INFO - Epoch(train) [30][1600/5005] lr: 1.0000e-01 eta: 14:24:54 time: 0.1484 data_time: 0.0025 loss: 1.9334 03/03 11:58:25 - mmengine - INFO - Epoch(train) [30][1700/5005] lr: 1.0000e-01 eta: 14:24:41 time: 0.1677 data_time: 0.0026 loss: 2.0522 03/03 11:58:40 - mmengine - INFO - Epoch(train) [30][1800/5005] lr: 1.0000e-01 eta: 14:24:27 time: 0.1447 data_time: 0.0025 loss: 2.0956 03/03 11:58:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 11:58:55 - mmengine - INFO - Epoch(train) [30][1900/5005] lr: 1.0000e-01 eta: 14:24:12 time: 0.1406 data_time: 0.0028 loss: 2.0747 03/03 11:59:09 - mmengine - INFO - Epoch(train) [30][2000/5005] lr: 1.0000e-01 eta: 14:23:57 time: 0.1449 data_time: 0.0028 loss: 2.1844 03/03 11:59:23 - mmengine - INFO - Epoch(train) [30][2100/5005] lr: 1.0000e-01 eta: 14:23:39 time: 0.1348 data_time: 0.0024 loss: 2.0653 03/03 11:59:37 - mmengine - INFO - Epoch(train) [30][2200/5005] lr: 1.0000e-01 eta: 14:23:24 time: 0.1385 data_time: 0.0029 loss: 2.2920 03/03 11:59:52 - mmengine - INFO - Epoch(train) [30][2300/5005] lr: 1.0000e-01 eta: 14:23:08 time: 0.1414 data_time: 0.0024 loss: 2.1369 03/03 12:00:06 - mmengine - INFO - Epoch(train) [30][2400/5005] lr: 1.0000e-01 eta: 14:22:52 time: 0.1425 data_time: 0.0025 loss: 1.9803 03/03 12:00:20 - mmengine - INFO - Epoch(train) [30][2500/5005] lr: 1.0000e-01 eta: 14:22:37 time: 0.1439 data_time: 0.0026 loss: 2.1522 03/03 12:00:35 - mmengine - INFO - Epoch(train) [30][2600/5005] lr: 1.0000e-01 eta: 14:22:23 time: 0.1444 data_time: 0.0026 loss: 2.0908 03/03 12:00:50 - mmengine - INFO - Epoch(train) [30][2700/5005] lr: 1.0000e-01 eta: 14:22:08 time: 0.1386 data_time: 0.0026 loss: 2.0763 03/03 12:01:04 - mmengine - INFO - Epoch(train) [30][2800/5005] lr: 1.0000e-01 eta: 14:21:52 time: 0.1349 data_time: 0.0026 loss: 2.0592 03/03 12:01:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:01:18 - mmengine - INFO - Epoch(train) [30][2900/5005] lr: 1.0000e-01 eta: 14:21:35 time: 0.1348 data_time: 0.0024 loss: 2.0838 03/03 12:01:32 - mmengine - INFO - Epoch(train) [30][3000/5005] lr: 1.0000e-01 eta: 14:21:19 time: 0.1378 data_time: 0.0024 loss: 1.9891 03/03 12:01:46 - mmengine - INFO - Epoch(train) [30][3100/5005] lr: 1.0000e-01 eta: 14:21:03 time: 0.1422 data_time: 0.0027 loss: 2.1990 03/03 12:02:01 - mmengine - INFO - Epoch(train) [30][3200/5005] lr: 1.0000e-01 eta: 14:20:49 time: 0.1811 data_time: 0.0026 loss: 2.2646 03/03 12:02:17 - mmengine - INFO - Epoch(train) [30][3300/5005] lr: 1.0000e-01 eta: 14:20:36 time: 0.1458 data_time: 0.0025 loss: 2.1410 03/03 12:02:32 - mmengine - INFO - Epoch(train) [30][3400/5005] lr: 1.0000e-01 eta: 14:20:22 time: 0.1499 data_time: 0.0025 loss: 2.0322 03/03 12:02:46 - mmengine - INFO - Epoch(train) [30][3500/5005] lr: 1.0000e-01 eta: 14:20:07 time: 0.1378 data_time: 0.0028 loss: 1.9585 03/03 12:03:00 - mmengine - INFO - Epoch(train) [30][3600/5005] lr: 1.0000e-01 eta: 14:19:50 time: 0.1390 data_time: 0.0023 loss: 2.3576 03/03 12:03:14 - mmengine - INFO - Epoch(train) [30][3700/5005] lr: 1.0000e-01 eta: 14:19:34 time: 0.1435 data_time: 0.0024 loss: 2.0278 03/03 12:03:29 - mmengine - INFO - Epoch(train) [30][3800/5005] lr: 1.0000e-01 eta: 14:19:19 time: 0.1409 data_time: 0.0027 loss: 2.2546 03/03 12:03:36 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:03:43 - mmengine - INFO - Epoch(train) [30][3900/5005] lr: 1.0000e-01 eta: 14:19:04 time: 0.1432 data_time: 0.0025 loss: 1.9497 03/03 12:03:58 - mmengine - INFO - Epoch(train) [30][4000/5005] lr: 1.0000e-01 eta: 14:18:48 time: 0.1443 data_time: 0.0027 loss: 2.2633 03/03 12:04:12 - mmengine - INFO - Epoch(train) [30][4100/5005] lr: 1.0000e-01 eta: 14:18:34 time: 0.1387 data_time: 0.0025 loss: 2.0166 03/03 12:04:26 - mmengine - INFO - Epoch(train) [30][4200/5005] lr: 1.0000e-01 eta: 14:18:17 time: 0.1399 data_time: 0.0024 loss: 2.1146 03/03 12:04:40 - mmengine - INFO - Epoch(train) [30][4300/5005] lr: 1.0000e-01 eta: 14:18:01 time: 0.1421 data_time: 0.0027 loss: 1.8815 03/03 12:04:55 - mmengine - INFO - Epoch(train) [30][4400/5005] lr: 1.0000e-01 eta: 14:17:46 time: 0.1411 data_time: 0.0024 loss: 2.0344 03/03 12:05:09 - mmengine - INFO - Epoch(train) [30][4500/5005] lr: 1.0000e-01 eta: 14:17:29 time: 0.1377 data_time: 0.0025 loss: 2.0279 03/03 12:05:23 - mmengine - INFO - Epoch(train) [30][4600/5005] lr: 1.0000e-01 eta: 14:17:14 time: 0.1434 data_time: 0.0026 loss: 1.9458 03/03 12:05:37 - mmengine - INFO - Epoch(train) [30][4700/5005] lr: 1.0000e-01 eta: 14:16:58 time: 0.1415 data_time: 0.0026 loss: 2.1271 03/03 12:05:52 - mmengine - INFO - Epoch(train) [30][4800/5005] lr: 1.0000e-01 eta: 14:16:43 time: 0.1442 data_time: 0.0025 loss: 2.1711 03/03 12:06:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:06:07 - mmengine - INFO - Epoch(train) [30][4900/5005] lr: 1.0000e-01 eta: 14:16:28 time: 0.1443 data_time: 0.0025 loss: 2.0685 03/03 12:06:21 - mmengine - INFO - Epoch(train) [30][5000/5005] lr: 1.0000e-01 eta: 14:16:13 time: 0.1447 data_time: 0.0033 loss: 1.9167 03/03 12:06:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:06:22 - mmengine - INFO - Saving checkpoint at 30 epochs 03/03 12:06:30 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:06 time: 0.0685 data_time: 0.0479 03/03 12:06:59 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 56.4500 accuracy/top5: 81.3740 03/03 12:07:14 - mmengine - INFO - Epoch(train) [31][ 100/5005] lr: 1.0000e-02 eta: 14:15:59 time: 0.1455 data_time: 0.0024 loss: 1.8443 03/03 12:07:29 - mmengine - INFO - Epoch(train) [31][ 200/5005] lr: 1.0000e-02 eta: 14:15:45 time: 0.1454 data_time: 0.0029 loss: 1.6549 03/03 12:07:44 - mmengine - INFO - Epoch(train) [31][ 300/5005] lr: 1.0000e-02 eta: 14:15:30 time: 0.1432 data_time: 0.0025 loss: 1.7964 03/03 12:07:59 - mmengine - INFO - Epoch(train) [31][ 400/5005] lr: 1.0000e-02 eta: 14:15:16 time: 0.1482 data_time: 0.0029 loss: 1.4258 03/03 12:08:13 - mmengine - INFO - Epoch(train) [31][ 500/5005] lr: 1.0000e-02 eta: 14:15:01 time: 0.1439 data_time: 0.0027 loss: 1.4598 03/03 12:08:28 - mmengine - INFO - Epoch(train) [31][ 600/5005] lr: 1.0000e-02 eta: 14:14:46 time: 0.1421 data_time: 0.0025 loss: 1.6392 03/03 12:08:42 - mmengine - INFO - Epoch(train) [31][ 700/5005] lr: 1.0000e-02 eta: 14:14:30 time: 0.1417 data_time: 0.0027 loss: 1.6939 03/03 12:08:56 - mmengine - INFO - Epoch(train) [31][ 800/5005] lr: 1.0000e-02 eta: 14:14:14 time: 0.1391 data_time: 0.0025 loss: 1.6386 03/03 12:09:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:09:10 - mmengine - INFO - Epoch(train) [31][ 900/5005] lr: 1.0000e-02 eta: 14:13:58 time: 0.1343 data_time: 0.0025 loss: 1.5002 03/03 12:09:25 - mmengine - INFO - Epoch(train) [31][1000/5005] lr: 1.0000e-02 eta: 14:13:43 time: 0.1448 data_time: 0.0027 loss: 1.6101 03/03 12:09:40 - mmengine - INFO - Epoch(train) [31][1100/5005] lr: 1.0000e-02 eta: 14:13:28 time: 0.1436 data_time: 0.0025 loss: 1.6349 03/03 12:09:54 - mmengine - INFO - Epoch(train) [31][1200/5005] lr: 1.0000e-02 eta: 14:13:14 time: 0.1462 data_time: 0.0026 loss: 1.5131 03/03 12:10:10 - mmengine - INFO - Epoch(train) [31][1300/5005] lr: 1.0000e-02 eta: 14:13:01 time: 0.1486 data_time: 0.0025 loss: 1.6364 03/03 12:10:25 - mmengine - INFO - Epoch(train) [31][1400/5005] lr: 1.0000e-02 eta: 14:12:46 time: 0.1459 data_time: 0.0027 loss: 1.6042 03/03 12:10:40 - mmengine - INFO - Epoch(train) [31][1500/5005] lr: 1.0000e-02 eta: 14:12:32 time: 0.1746 data_time: 0.0026 loss: 1.4017 03/03 12:10:55 - mmengine - INFO - Epoch(train) [31][1600/5005] lr: 1.0000e-02 eta: 14:12:19 time: 0.1534 data_time: 0.0027 loss: 1.3223 03/03 12:11:11 - mmengine - INFO - Epoch(train) [31][1700/5005] lr: 1.0000e-02 eta: 14:12:06 time: 0.1490 data_time: 0.0026 loss: 1.6049 03/03 12:11:25 - mmengine - INFO - Epoch(train) [31][1800/5005] lr: 1.0000e-02 eta: 14:11:51 time: 0.1469 data_time: 0.0028 loss: 1.6093 03/03 12:11:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:11:39 - mmengine - INFO - Epoch(train) [31][1900/5005] lr: 1.0000e-02 eta: 14:11:35 time: 0.1621 data_time: 0.0025 loss: 1.6288 03/03 12:11:53 - mmengine - INFO - Epoch(train) [31][2000/5005] lr: 1.0000e-02 eta: 14:11:19 time: 0.1440 data_time: 0.0026 loss: 1.4035 03/03 12:12:08 - mmengine - INFO - Epoch(train) [31][2100/5005] lr: 1.0000e-02 eta: 14:11:04 time: 0.1469 data_time: 0.0027 loss: 1.3710 03/03 12:12:23 - mmengine - INFO - Epoch(train) [31][2200/5005] lr: 1.0000e-02 eta: 14:10:49 time: 0.1372 data_time: 0.0025 loss: 1.7698 03/03 12:12:37 - mmengine - INFO - Epoch(train) [31][2300/5005] lr: 1.0000e-02 eta: 14:10:34 time: 0.1432 data_time: 0.0026 loss: 1.5326 03/03 12:12:52 - mmengine - INFO - Epoch(train) [31][2400/5005] lr: 1.0000e-02 eta: 14:10:19 time: 0.1430 data_time: 0.0026 loss: 1.5026 03/03 12:13:06 - mmengine - INFO - Epoch(train) [31][2500/5005] lr: 1.0000e-02 eta: 14:10:04 time: 0.1439 data_time: 0.0025 loss: 1.2321 03/03 12:13:21 - mmengine - INFO - Epoch(train) [31][2600/5005] lr: 1.0000e-02 eta: 14:09:49 time: 0.1394 data_time: 0.0026 loss: 1.5071 03/03 12:13:35 - mmengine - INFO - Epoch(train) [31][2700/5005] lr: 1.0000e-02 eta: 14:09:33 time: 0.1393 data_time: 0.0028 loss: 1.5242 03/03 12:13:49 - mmengine - INFO - Epoch(train) [31][2800/5005] lr: 1.0000e-02 eta: 14:09:17 time: 0.1419 data_time: 0.0026 loss: 1.3229 03/03 12:13:56 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:14:03 - mmengine - INFO - Epoch(train) [31][2900/5005] lr: 1.0000e-02 eta: 14:09:00 time: 0.1380 data_time: 0.0023 loss: 1.3735 03/03 12:14:17 - mmengine - INFO - Epoch(train) [31][3000/5005] lr: 1.0000e-02 eta: 14:08:44 time: 0.1448 data_time: 0.0025 loss: 1.6469 03/03 12:14:32 - mmengine - INFO - Epoch(train) [31][3100/5005] lr: 1.0000e-02 eta: 14:08:29 time: 0.1493 data_time: 0.0028 loss: 1.4880 03/03 12:14:47 - mmengine - INFO - Epoch(train) [31][3200/5005] lr: 1.0000e-02 eta: 14:08:15 time: 0.1419 data_time: 0.0026 loss: 1.6279 03/03 12:15:01 - mmengine - INFO - Epoch(train) [31][3300/5005] lr: 1.0000e-02 eta: 14:07:59 time: 0.1424 data_time: 0.0025 loss: 1.6621 03/03 12:15:15 - mmengine - INFO - Epoch(train) [31][3400/5005] lr: 1.0000e-02 eta: 14:07:44 time: 0.1357 data_time: 0.0026 loss: 1.4133 03/03 12:15:30 - mmengine - INFO - Epoch(train) [31][3500/5005] lr: 1.0000e-02 eta: 14:07:29 time: 0.1425 data_time: 0.0025 loss: 1.4523 03/03 12:15:45 - mmengine - INFO - Epoch(train) [31][3600/5005] lr: 1.0000e-02 eta: 14:07:14 time: 0.1458 data_time: 0.0026 loss: 1.3668 03/03 12:15:59 - mmengine - INFO - Epoch(train) [31][3700/5005] lr: 1.0000e-02 eta: 14:07:00 time: 0.1562 data_time: 0.0027 loss: 1.2897 03/03 12:16:15 - mmengine - INFO - Epoch(train) [31][3800/5005] lr: 1.0000e-02 eta: 14:06:47 time: 0.1518 data_time: 0.0026 loss: 1.4831 03/03 12:16:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:16:30 - mmengine - INFO - Epoch(train) [31][3900/5005] lr: 1.0000e-02 eta: 14:06:33 time: 0.1482 data_time: 0.0026 loss: 1.3122 03/03 12:16:45 - mmengine - INFO - Epoch(train) [31][4000/5005] lr: 1.0000e-02 eta: 14:06:19 time: 0.1427 data_time: 0.0029 loss: 1.4308 03/03 12:16:59 - mmengine - INFO - Epoch(train) [31][4100/5005] lr: 1.0000e-02 eta: 14:06:03 time: 0.1376 data_time: 0.0025 loss: 1.6106 03/03 12:17:13 - mmengine - INFO - Epoch(train) [31][4200/5005] lr: 1.0000e-02 eta: 14:05:47 time: 0.1457 data_time: 0.0024 loss: 1.4960 03/03 12:17:28 - mmengine - INFO - Epoch(train) [31][4300/5005] lr: 1.0000e-02 eta: 14:05:33 time: 0.1406 data_time: 0.0024 loss: 1.5956 03/03 12:17:43 - mmengine - INFO - Epoch(train) [31][4400/5005] lr: 1.0000e-02 eta: 14:05:18 time: 0.1393 data_time: 0.0026 loss: 1.6168 03/03 12:17:57 - mmengine - INFO - Epoch(train) [31][4500/5005] lr: 1.0000e-02 eta: 14:05:01 time: 0.1435 data_time: 0.0026 loss: 1.5480 03/03 12:18:11 - mmengine - INFO - Epoch(train) [31][4600/5005] lr: 1.0000e-02 eta: 14:04:46 time: 0.1395 data_time: 0.0026 loss: 1.2835 03/03 12:18:26 - mmengine - INFO - Epoch(train) [31][4700/5005] lr: 1.0000e-02 eta: 14:04:31 time: 0.1476 data_time: 0.0026 loss: 1.4451 03/03 12:18:41 - mmengine - INFO - Epoch(train) [31][4800/5005] lr: 1.0000e-02 eta: 14:04:17 time: 0.1420 data_time: 0.0025 loss: 1.4811 03/03 12:18:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:18:55 - mmengine - INFO - Epoch(train) [31][4900/5005] lr: 1.0000e-02 eta: 14:04:02 time: 0.1490 data_time: 0.0026 loss: 1.3250 03/03 12:19:10 - mmengine - INFO - Epoch(train) [31][5000/5005] lr: 1.0000e-02 eta: 14:03:47 time: 0.1476 data_time: 0.0035 loss: 1.1911 03/03 12:19:10 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:19:11 - mmengine - INFO - Saving checkpoint at 31 epochs 03/03 12:19:19 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:07 time: 0.0682 data_time: 0.0480 03/03 12:19:50 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 70.7100 accuracy/top5: 90.2180 03/03 12:20:06 - mmengine - INFO - Epoch(train) [32][ 100/5005] lr: 1.0000e-02 eta: 14:03:34 time: 0.1469 data_time: 0.0028 loss: 1.2964 03/03 12:20:20 - mmengine - INFO - Epoch(train) [32][ 200/5005] lr: 1.0000e-02 eta: 14:03:19 time: 0.1493 data_time: 0.0025 loss: 1.5405 03/03 12:20:35 - mmengine - INFO - Epoch(train) [32][ 300/5005] lr: 1.0000e-02 eta: 14:03:06 time: 0.1461 data_time: 0.0025 loss: 1.3740 03/03 12:20:50 - mmengine - INFO - Epoch(train) [32][ 400/5005] lr: 1.0000e-02 eta: 14:02:51 time: 0.1430 data_time: 0.0027 loss: 1.3712 03/03 12:21:05 - mmengine - INFO - Epoch(train) [32][ 500/5005] lr: 1.0000e-02 eta: 14:02:37 time: 0.1448 data_time: 0.0027 loss: 1.5241 03/03 12:21:20 - mmengine - INFO - Epoch(train) [32][ 600/5005] lr: 1.0000e-02 eta: 14:02:23 time: 0.1515 data_time: 0.0029 loss: 1.4390 03/03 12:21:35 - mmengine - INFO - Epoch(train) [32][ 700/5005] lr: 1.0000e-02 eta: 14:02:10 time: 0.1414 data_time: 0.0026 loss: 1.3438 03/03 12:21:50 - mmengine - INFO - Epoch(train) [32][ 800/5005] lr: 1.0000e-02 eta: 14:01:54 time: 0.1442 data_time: 0.0027 loss: 1.2980 03/03 12:21:56 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:22:05 - mmengine - INFO - Epoch(train) [32][ 900/5005] lr: 1.0000e-02 eta: 14:01:39 time: 0.1485 data_time: 0.0027 loss: 1.2200 03/03 12:22:19 - mmengine - INFO - Epoch(train) [32][1000/5005] lr: 1.0000e-02 eta: 14:01:25 time: 0.1436 data_time: 0.0025 loss: 1.4043 03/03 12:22:34 - mmengine - INFO - Epoch(train) [32][1100/5005] lr: 1.0000e-02 eta: 14:01:11 time: 0.1451 data_time: 0.0028 loss: 1.4449 03/03 12:22:49 - mmengine - INFO - Epoch(train) [32][1200/5005] lr: 1.0000e-02 eta: 14:00:57 time: 0.1488 data_time: 0.0026 loss: 1.4987 03/03 12:23:04 - mmengine - INFO - Epoch(train) [32][1300/5005] lr: 1.0000e-02 eta: 14:00:43 time: 0.1427 data_time: 0.0027 loss: 1.4082 03/03 12:23:19 - mmengine - INFO - Epoch(train) [32][1400/5005] lr: 1.0000e-02 eta: 14:00:29 time: 0.1448 data_time: 0.0027 loss: 1.6331 03/03 12:23:34 - mmengine - INFO - Epoch(train) [32][1500/5005] lr: 1.0000e-02 eta: 14:00:13 time: 0.1465 data_time: 0.0028 loss: 1.3790 03/03 12:23:48 - mmengine - INFO - Epoch(train) [32][1600/5005] lr: 1.0000e-02 eta: 13:59:58 time: 0.1422 data_time: 0.0024 loss: 1.4742 03/03 12:24:03 - mmengine - INFO - Epoch(train) [32][1700/5005] lr: 1.0000e-02 eta: 13:59:43 time: 0.1500 data_time: 0.0027 loss: 1.4691 03/03 12:24:18 - mmengine - INFO - Epoch(train) [32][1800/5005] lr: 1.0000e-02 eta: 13:59:30 time: 0.1458 data_time: 0.0029 loss: 1.2204 03/03 12:24:25 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:24:33 - mmengine - INFO - Epoch(train) [32][1900/5005] lr: 1.0000e-02 eta: 13:59:16 time: 0.1458 data_time: 0.0028 loss: 1.3639 03/03 12:24:48 - mmengine - INFO - Epoch(train) [32][2000/5005] lr: 1.0000e-02 eta: 13:59:02 time: 0.1437 data_time: 0.0026 loss: 1.4035 03/03 12:25:03 - mmengine - INFO - Epoch(train) [32][2100/5005] lr: 1.0000e-02 eta: 13:58:46 time: 0.1437 data_time: 0.0026 loss: 1.2966 03/03 12:25:17 - mmengine - INFO - Epoch(train) [32][2200/5005] lr: 1.0000e-02 eta: 13:58:30 time: 0.1421 data_time: 0.0025 loss: 1.3948 03/03 12:25:31 - mmengine - INFO - Epoch(train) [32][2300/5005] lr: 1.0000e-02 eta: 13:58:15 time: 0.1441 data_time: 0.0029 loss: 1.4700 03/03 12:25:46 - mmengine - INFO - Epoch(train) [32][2400/5005] lr: 1.0000e-02 eta: 13:57:59 time: 0.1439 data_time: 0.0024 loss: 1.5017 03/03 12:26:01 - mmengine - INFO - Epoch(train) [32][2500/5005] lr: 1.0000e-02 eta: 13:57:46 time: 0.1741 data_time: 0.0023 loss: 1.3108 03/03 12:26:15 - mmengine - INFO - Epoch(train) [32][2600/5005] lr: 1.0000e-02 eta: 13:57:31 time: 0.1436 data_time: 0.0023 loss: 1.4205 03/03 12:26:30 - mmengine - INFO - Epoch(train) [32][2700/5005] lr: 1.0000e-02 eta: 13:57:16 time: 0.1394 data_time: 0.0023 loss: 1.4436 03/03 12:26:44 - mmengine - INFO - Epoch(train) [32][2800/5005] lr: 1.0000e-02 eta: 13:56:59 time: 0.1399 data_time: 0.0023 loss: 1.4909 03/03 12:26:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:26:58 - mmengine - INFO - Epoch(train) [32][2900/5005] lr: 1.0000e-02 eta: 13:56:43 time: 0.1447 data_time: 0.0026 loss: 1.3551 03/03 12:27:13 - mmengine - INFO - Epoch(train) [32][3000/5005] lr: 1.0000e-02 eta: 13:56:29 time: 0.1411 data_time: 0.0025 loss: 1.2879 03/03 12:27:27 - mmengine - INFO - Epoch(train) [32][3100/5005] lr: 1.0000e-02 eta: 13:56:13 time: 0.1457 data_time: 0.0026 loss: 1.5304 03/03 12:27:41 - mmengine - INFO - Epoch(train) [32][3200/5005] lr: 1.0000e-02 eta: 13:55:57 time: 0.1419 data_time: 0.0025 loss: 1.4843 03/03 12:27:55 - mmengine - INFO - Epoch(train) [32][3300/5005] lr: 1.0000e-02 eta: 13:55:42 time: 0.1403 data_time: 0.0025 loss: 1.3653 03/03 12:28:10 - mmengine - INFO - Epoch(train) [32][3400/5005] lr: 1.0000e-02 eta: 13:55:27 time: 0.1369 data_time: 0.0024 loss: 1.4027 03/03 12:28:24 - mmengine - INFO - Epoch(train) [32][3500/5005] lr: 1.0000e-02 eta: 13:55:11 time: 0.1417 data_time: 0.0024 loss: 1.4459 03/03 12:28:38 - mmengine - INFO - Epoch(train) [32][3600/5005] lr: 1.0000e-02 eta: 13:54:54 time: 0.1352 data_time: 0.0027 loss: 1.3379 03/03 12:28:52 - mmengine - INFO - Epoch(train) [32][3700/5005] lr: 1.0000e-02 eta: 13:54:38 time: 0.1376 data_time: 0.0025 loss: 1.5386 03/03 12:29:06 - mmengine - INFO - Epoch(train) [32][3800/5005] lr: 1.0000e-02 eta: 13:54:21 time: 0.1391 data_time: 0.0025 loss: 1.4235 03/03 12:29:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:29:20 - mmengine - INFO - Epoch(train) [32][3900/5005] lr: 1.0000e-02 eta: 13:54:06 time: 0.1455 data_time: 0.0025 loss: 1.3476 03/03 12:29:34 - mmengine - INFO - Epoch(train) [32][4000/5005] lr: 1.0000e-02 eta: 13:53:50 time: 0.1395 data_time: 0.0025 loss: 1.5100 03/03 12:29:48 - mmengine - INFO - Epoch(train) [32][4100/5005] lr: 1.0000e-02 eta: 13:53:34 time: 0.1405 data_time: 0.0026 loss: 1.3914 03/03 12:30:02 - mmengine - INFO - Epoch(train) [32][4200/5005] lr: 1.0000e-02 eta: 13:53:17 time: 0.1442 data_time: 0.0026 loss: 1.2583 03/03 12:30:17 - mmengine - INFO - Epoch(train) [32][4300/5005] lr: 1.0000e-02 eta: 13:53:03 time: 0.1466 data_time: 0.0027 loss: 1.5619 03/03 12:30:32 - mmengine - INFO - Epoch(train) [32][4400/5005] lr: 1.0000e-02 eta: 13:52:48 time: 0.1471 data_time: 0.0025 loss: 1.5067 03/03 12:30:46 - mmengine - INFO - Epoch(train) [32][4500/5005] lr: 1.0000e-02 eta: 13:52:33 time: 0.1466 data_time: 0.0028 loss: 1.3438 03/03 12:31:01 - mmengine - INFO - Epoch(train) [32][4600/5005] lr: 1.0000e-02 eta: 13:52:19 time: 0.1717 data_time: 0.0028 loss: 1.4341 03/03 12:31:16 - mmengine - INFO - Epoch(train) [32][4700/5005] lr: 1.0000e-02 eta: 13:52:05 time: 0.1485 data_time: 0.0026 loss: 1.4035 03/03 12:31:31 - mmengine - INFO - Epoch(train) [32][4800/5005] lr: 1.0000e-02 eta: 13:51:50 time: 0.1659 data_time: 0.0027 loss: 1.3627 03/03 12:31:38 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:31:46 - mmengine - INFO - Epoch(train) [32][4900/5005] lr: 1.0000e-02 eta: 13:51:36 time: 0.1447 data_time: 0.0026 loss: 1.4251 03/03 12:32:01 - mmengine - INFO - Epoch(train) [32][5000/5005] lr: 1.0000e-02 eta: 13:51:23 time: 0.1570 data_time: 0.0038 loss: 1.3757 03/03 12:32:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:32:02 - mmengine - INFO - Saving checkpoint at 32 epochs 03/03 12:32:10 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:06 time: 0.0634 data_time: 0.0444 03/03 12:32:40 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 71.5980 accuracy/top5: 90.6760 03/03 12:32:57 - mmengine - INFO - Epoch(train) [33][ 100/5005] lr: 1.0000e-02 eta: 13:51:11 time: 0.1501 data_time: 0.0025 loss: 1.3391 03/03 12:33:12 - mmengine - INFO - Epoch(train) [33][ 200/5005] lr: 1.0000e-02 eta: 13:50:57 time: 0.1554 data_time: 0.0027 loss: 1.2143 03/03 12:33:27 - mmengine - INFO - Epoch(train) [33][ 300/5005] lr: 1.0000e-02 eta: 13:50:44 time: 0.1561 data_time: 0.0026 loss: 1.2811 03/03 12:33:42 - mmengine - INFO - Epoch(train) [33][ 400/5005] lr: 1.0000e-02 eta: 13:50:30 time: 0.1465 data_time: 0.0025 loss: 1.2797 03/03 12:33:57 - mmengine - INFO - Epoch(train) [33][ 500/5005] lr: 1.0000e-02 eta: 13:50:16 time: 0.1466 data_time: 0.0027 loss: 1.5120 03/03 12:34:12 - mmengine - INFO - Epoch(train) [33][ 600/5005] lr: 1.0000e-02 eta: 13:50:01 time: 0.1765 data_time: 0.0027 loss: 1.5350 03/03 12:34:27 - mmengine - INFO - Epoch(train) [33][ 700/5005] lr: 1.0000e-02 eta: 13:49:47 time: 0.1481 data_time: 0.0026 loss: 1.0976 03/03 12:34:42 - mmengine - INFO - Epoch(train) [33][ 800/5005] lr: 1.0000e-02 eta: 13:49:34 time: 0.1575 data_time: 0.0028 loss: 1.3682 03/03 12:34:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:34:58 - mmengine - INFO - Epoch(train) [33][ 900/5005] lr: 1.0000e-02 eta: 13:49:21 time: 0.1520 data_time: 0.0023 loss: 1.2709 03/03 12:35:13 - mmengine - INFO - Epoch(train) [33][1000/5005] lr: 1.0000e-02 eta: 13:49:07 time: 0.1474 data_time: 0.0027 loss: 1.3601 03/03 12:35:29 - mmengine - INFO - Epoch(train) [33][1100/5005] lr: 1.0000e-02 eta: 13:48:54 time: 0.1496 data_time: 0.0026 loss: 1.3735 03/03 12:35:43 - mmengine - INFO - Epoch(train) [33][1200/5005] lr: 1.0000e-02 eta: 13:48:40 time: 0.1471 data_time: 0.0027 loss: 1.2808 03/03 12:35:58 - mmengine - INFO - Epoch(train) [33][1300/5005] lr: 1.0000e-02 eta: 13:48:26 time: 0.1427 data_time: 0.0024 loss: 1.4885 03/03 12:36:14 - mmengine - INFO - Epoch(train) [33][1400/5005] lr: 1.0000e-02 eta: 13:48:13 time: 0.1517 data_time: 0.0028 loss: 1.4376 03/03 12:36:30 - mmengine - INFO - Epoch(train) [33][1500/5005] lr: 1.0000e-02 eta: 13:48:00 time: 0.1558 data_time: 0.0027 loss: 1.3183 03/03 12:36:45 - mmengine - INFO - Epoch(train) [33][1600/5005] lr: 1.0000e-02 eta: 13:47:47 time: 0.1466 data_time: 0.0024 loss: 1.3757 03/03 12:37:00 - mmengine - INFO - Epoch(train) [33][1700/5005] lr: 1.0000e-02 eta: 13:47:33 time: 0.1440 data_time: 0.0026 loss: 1.4090 03/03 12:37:15 - mmengine - INFO - Epoch(train) [33][1800/5005] lr: 1.0000e-02 eta: 13:47:19 time: 0.1523 data_time: 0.0025 loss: 1.4722 03/03 12:37:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:37:30 - mmengine - INFO - Epoch(train) [33][1900/5005] lr: 1.0000e-02 eta: 13:47:05 time: 0.1495 data_time: 0.0030 loss: 1.3127 03/03 12:37:45 - mmengine - INFO - Epoch(train) [33][2000/5005] lr: 1.0000e-02 eta: 13:46:51 time: 0.1518 data_time: 0.0028 loss: 1.4996 03/03 12:38:01 - mmengine - INFO - Epoch(train) [33][2100/5005] lr: 1.0000e-02 eta: 13:46:38 time: 0.1441 data_time: 0.0026 loss: 1.4076 03/03 12:38:15 - mmengine - INFO - Epoch(train) [33][2200/5005] lr: 1.0000e-02 eta: 13:46:23 time: 0.1460 data_time: 0.0026 loss: 1.4256 03/03 12:38:30 - mmengine - INFO - Epoch(train) [33][2300/5005] lr: 1.0000e-02 eta: 13:46:08 time: 0.1433 data_time: 0.0027 loss: 1.3824 03/03 12:38:45 - mmengine - INFO - Epoch(train) [33][2400/5005] lr: 1.0000e-02 eta: 13:45:54 time: 0.1438 data_time: 0.0025 loss: 1.5464 03/03 12:39:00 - mmengine - INFO - Epoch(train) [33][2500/5005] lr: 1.0000e-02 eta: 13:45:39 time: 0.1452 data_time: 0.0024 loss: 1.4453 03/03 12:39:15 - mmengine - INFO - Epoch(train) [33][2600/5005] lr: 1.0000e-02 eta: 13:45:25 time: 0.1471 data_time: 0.0027 loss: 1.5641 03/03 12:39:30 - mmengine - INFO - Epoch(train) [33][2700/5005] lr: 1.0000e-02 eta: 13:45:11 time: 0.1678 data_time: 0.0027 loss: 1.4586 03/03 12:39:44 - mmengine - INFO - Epoch(train) [33][2800/5005] lr: 1.0000e-02 eta: 13:44:56 time: 0.1436 data_time: 0.0026 loss: 1.4772 03/03 12:39:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:40:00 - mmengine - INFO - Epoch(train) [33][2900/5005] lr: 1.0000e-02 eta: 13:44:42 time: 0.1499 data_time: 0.0029 loss: 1.5376 03/03 12:40:15 - mmengine - INFO - Epoch(train) [33][3000/5005] lr: 1.0000e-02 eta: 13:44:29 time: 0.1554 data_time: 0.0028 loss: 1.1755 03/03 12:40:31 - mmengine - INFO - Epoch(train) [33][3100/5005] lr: 1.0000e-02 eta: 13:44:16 time: 0.1469 data_time: 0.0023 loss: 1.4081 03/03 12:40:45 - mmengine - INFO - Epoch(train) [33][3200/5005] lr: 1.0000e-02 eta: 13:44:02 time: 0.1453 data_time: 0.0026 loss: 1.2660 03/03 12:41:00 - mmengine - INFO - Epoch(train) [33][3300/5005] lr: 1.0000e-02 eta: 13:43:48 time: 0.1477 data_time: 0.0027 loss: 1.4091 03/03 12:41:15 - mmengine - INFO - Epoch(train) [33][3400/5005] lr: 1.0000e-02 eta: 13:43:33 time: 0.1464 data_time: 0.0026 loss: 1.3285 03/03 12:41:31 - mmengine - INFO - Epoch(train) [33][3500/5005] lr: 1.0000e-02 eta: 13:43:20 time: 0.1529 data_time: 0.0028 loss: 1.2736 03/03 12:41:46 - mmengine - INFO - Epoch(train) [33][3600/5005] lr: 1.0000e-02 eta: 13:43:07 time: 0.1493 data_time: 0.0025 loss: 1.4087 03/03 12:42:01 - mmengine - INFO - Epoch(train) [33][3700/5005] lr: 1.0000e-02 eta: 13:42:53 time: 0.1492 data_time: 0.0026 loss: 1.1524 03/03 12:42:16 - mmengine - INFO - Epoch(train) [33][3800/5005] lr: 1.0000e-02 eta: 13:42:39 time: 0.1500 data_time: 0.0028 loss: 1.5947 03/03 12:42:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:42:32 - mmengine - INFO - Epoch(train) [33][3900/5005] lr: 1.0000e-02 eta: 13:42:26 time: 0.1770 data_time: 0.0027 loss: 1.3022 03/03 12:42:48 - mmengine - INFO - Epoch(train) [33][4000/5005] lr: 1.0000e-02 eta: 13:42:13 time: 0.1468 data_time: 0.0026 loss: 1.2388 03/03 12:43:03 - mmengine - INFO - Epoch(train) [33][4100/5005] lr: 1.0000e-02 eta: 13:42:01 time: 0.1464 data_time: 0.0025 loss: 1.5487 03/03 12:43:19 - mmengine - INFO - Epoch(train) [33][4200/5005] lr: 1.0000e-02 eta: 13:41:47 time: 0.1520 data_time: 0.0025 loss: 1.3701 03/03 12:43:35 - mmengine - INFO - Epoch(train) [33][4300/5005] lr: 1.0000e-02 eta: 13:41:35 time: 0.1565 data_time: 0.0028 loss: 1.2255 03/03 12:43:51 - mmengine - INFO - Epoch(train) [33][4400/5005] lr: 1.0000e-02 eta: 13:41:23 time: 0.1543 data_time: 0.0026 loss: 1.3731 03/03 12:44:06 - mmengine - INFO - Epoch(train) [33][4500/5005] lr: 1.0000e-02 eta: 13:41:09 time: 0.1493 data_time: 0.0029 loss: 1.4376 03/03 12:44:21 - mmengine - INFO - Epoch(train) [33][4600/5005] lr: 1.0000e-02 eta: 13:40:55 time: 0.1579 data_time: 0.0026 loss: 1.2817 03/03 12:44:37 - mmengine - INFO - Epoch(train) [33][4700/5005] lr: 1.0000e-02 eta: 13:40:43 time: 0.1559 data_time: 0.0026 loss: 1.2318 03/03 12:44:53 - mmengine - INFO - Epoch(train) [33][4800/5005] lr: 1.0000e-02 eta: 13:40:30 time: 0.1425 data_time: 0.0025 loss: 1.3051 03/03 12:44:59 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:45:08 - mmengine - INFO - Epoch(train) [33][4900/5005] lr: 1.0000e-02 eta: 13:40:17 time: 0.1704 data_time: 0.0025 loss: 1.4201 03/03 12:45:24 - mmengine - INFO - Epoch(train) [33][5000/5005] lr: 1.0000e-02 eta: 13:40:04 time: 0.1596 data_time: 0.0035 loss: 1.2033 03/03 12:45:24 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:45:25 - mmengine - INFO - Saving checkpoint at 33 epochs 03/03 12:45:33 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0424 03/03 12:46:03 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 72.1080 accuracy/top5: 90.9620 03/03 12:46:19 - mmengine - INFO - Epoch(train) [34][ 100/5005] lr: 1.0000e-02 eta: 13:39:52 time: 0.1508 data_time: 0.0027 loss: 1.4203 03/03 12:46:35 - mmengine - INFO - Epoch(train) [34][ 200/5005] lr: 1.0000e-02 eta: 13:39:39 time: 0.1568 data_time: 0.0028 loss: 1.3063 03/03 12:46:50 - mmengine - INFO - Epoch(train) [34][ 300/5005] lr: 1.0000e-02 eta: 13:39:26 time: 0.1531 data_time: 0.0027 loss: 1.2670 03/03 12:47:05 - mmengine - INFO - Epoch(train) [34][ 400/5005] lr: 1.0000e-02 eta: 13:39:12 time: 0.1599 data_time: 0.0028 loss: 1.3733 03/03 12:47:21 - mmengine - INFO - Epoch(train) [34][ 500/5005] lr: 1.0000e-02 eta: 13:39:00 time: 0.1507 data_time: 0.0027 loss: 1.3100 03/03 12:47:36 - mmengine - INFO - Epoch(train) [34][ 600/5005] lr: 1.0000e-02 eta: 13:38:46 time: 0.1502 data_time: 0.0028 loss: 1.2060 03/03 12:47:52 - mmengine - INFO - Epoch(train) [34][ 700/5005] lr: 1.0000e-02 eta: 13:38:33 time: 0.1500 data_time: 0.0024 loss: 1.6301 03/03 12:48:06 - mmengine - INFO - Epoch(train) [34][ 800/5005] lr: 1.0000e-02 eta: 13:38:18 time: 0.1446 data_time: 0.0025 loss: 1.4748 03/03 12:48:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:48:21 - mmengine - INFO - Epoch(train) [34][ 900/5005] lr: 1.0000e-02 eta: 13:38:03 time: 0.1498 data_time: 0.0026 loss: 1.3216 03/03 12:48:36 - mmengine - INFO - Epoch(train) [34][1000/5005] lr: 1.0000e-02 eta: 13:37:49 time: 0.1539 data_time: 0.0031 loss: 1.3593 03/03 12:48:51 - mmengine - INFO - Epoch(train) [34][1100/5005] lr: 1.0000e-02 eta: 13:37:34 time: 0.1463 data_time: 0.0029 loss: 1.3534 03/03 12:49:05 - mmengine - INFO - Epoch(train) [34][1200/5005] lr: 1.0000e-02 eta: 13:37:19 time: 0.1393 data_time: 0.0027 loss: 1.6559 03/03 12:49:19 - mmengine - INFO - Epoch(train) [34][1300/5005] lr: 1.0000e-02 eta: 13:37:03 time: 0.1613 data_time: 0.0029 loss: 1.4141 03/03 12:49:34 - mmengine - INFO - Epoch(train) [34][1400/5005] lr: 1.0000e-02 eta: 13:36:48 time: 0.1521 data_time: 0.0028 loss: 1.3623 03/03 12:49:49 - mmengine - INFO - Epoch(train) [34][1500/5005] lr: 1.0000e-02 eta: 13:36:35 time: 0.1435 data_time: 0.0029 loss: 1.3322 03/03 12:50:04 - mmengine - INFO - Epoch(train) [34][1600/5005] lr: 1.0000e-02 eta: 13:36:20 time: 0.1438 data_time: 0.0028 loss: 1.4091 03/03 12:50:19 - mmengine - INFO - Epoch(train) [34][1700/5005] lr: 1.0000e-02 eta: 13:36:05 time: 0.1494 data_time: 0.0029 loss: 1.1248 03/03 12:50:34 - mmengine - INFO - Epoch(train) [34][1800/5005] lr: 1.0000e-02 eta: 13:35:51 time: 0.1508 data_time: 0.0031 loss: 1.3389 03/03 12:50:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:50:49 - mmengine - INFO - Epoch(train) [34][1900/5005] lr: 1.0000e-02 eta: 13:35:38 time: 0.1449 data_time: 0.0028 loss: 1.3320 03/03 12:51:04 - mmengine - INFO - Epoch(train) [34][2000/5005] lr: 1.0000e-02 eta: 13:35:23 time: 0.1449 data_time: 0.0030 loss: 1.1352 03/03 12:51:18 - mmengine - INFO - Epoch(train) [34][2100/5005] lr: 1.0000e-02 eta: 13:35:07 time: 0.1352 data_time: 0.0028 loss: 1.2976 03/03 12:51:32 - mmengine - INFO - Epoch(train) [34][2200/5005] lr: 1.0000e-02 eta: 13:34:51 time: 0.1389 data_time: 0.0028 loss: 1.2591 03/03 12:51:46 - mmengine - INFO - Epoch(train) [34][2300/5005] lr: 1.0000e-02 eta: 13:34:35 time: 0.1402 data_time: 0.0025 loss: 1.4148 03/03 12:52:01 - mmengine - INFO - Epoch(train) [34][2400/5005] lr: 1.0000e-02 eta: 13:34:20 time: 0.1428 data_time: 0.0028 loss: 1.4294 03/03 12:52:15 - mmengine - INFO - Epoch(train) [34][2500/5005] lr: 1.0000e-02 eta: 13:34:05 time: 0.1465 data_time: 0.0028 loss: 1.3134 03/03 12:52:30 - mmengine - INFO - Epoch(train) [34][2600/5005] lr: 1.0000e-02 eta: 13:33:50 time: 0.1466 data_time: 0.0026 loss: 1.2953 03/03 12:52:45 - mmengine - INFO - Epoch(train) [34][2700/5005] lr: 1.0000e-02 eta: 13:33:35 time: 0.1452 data_time: 0.0025 loss: 1.2386 03/03 12:52:59 - mmengine - INFO - Epoch(train) [34][2800/5005] lr: 1.0000e-02 eta: 13:33:20 time: 0.1423 data_time: 0.0025 loss: 1.3916 03/03 12:53:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:53:14 - mmengine - INFO - Epoch(train) [34][2900/5005] lr: 1.0000e-02 eta: 13:33:05 time: 0.1411 data_time: 0.0024 loss: 1.3504 03/03 12:53:28 - mmengine - INFO - Epoch(train) [34][3000/5005] lr: 1.0000e-02 eta: 13:32:49 time: 0.1598 data_time: 0.0028 loss: 1.3164 03/03 12:53:42 - mmengine - INFO - Epoch(train) [34][3100/5005] lr: 1.0000e-02 eta: 13:32:32 time: 0.1372 data_time: 0.0026 loss: 1.3769 03/03 12:53:56 - mmengine - INFO - Epoch(train) [34][3200/5005] lr: 1.0000e-02 eta: 13:32:17 time: 0.1445 data_time: 0.0025 loss: 1.4104 03/03 12:54:11 - mmengine - INFO - Epoch(train) [34][3300/5005] lr: 1.0000e-02 eta: 13:32:03 time: 0.1452 data_time: 0.0025 loss: 1.2874 03/03 12:54:26 - mmengine - INFO - Epoch(train) [34][3400/5005] lr: 1.0000e-02 eta: 13:31:48 time: 0.1671 data_time: 0.0025 loss: 1.4010 03/03 12:54:40 - mmengine - INFO - Epoch(train) [34][3500/5005] lr: 1.0000e-02 eta: 13:31:33 time: 0.1421 data_time: 0.0027 loss: 1.4013 03/03 12:54:54 - mmengine - INFO - Epoch(train) [34][3600/5005] lr: 1.0000e-02 eta: 13:31:17 time: 0.1430 data_time: 0.0027 loss: 1.3779 03/03 12:55:09 - mmengine - INFO - Epoch(train) [34][3700/5005] lr: 1.0000e-02 eta: 13:31:02 time: 0.1431 data_time: 0.0024 loss: 1.2177 03/03 12:55:23 - mmengine - INFO - Epoch(train) [34][3800/5005] lr: 1.0000e-02 eta: 13:30:47 time: 0.1438 data_time: 0.0024 loss: 1.1939 03/03 12:55:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:55:37 - mmengine - INFO - Epoch(train) [34][3900/5005] lr: 1.0000e-02 eta: 13:30:30 time: 0.1428 data_time: 0.0024 loss: 1.5490 03/03 12:55:52 - mmengine - INFO - Epoch(train) [34][4000/5005] lr: 1.0000e-02 eta: 13:30:15 time: 0.1429 data_time: 0.0023 loss: 1.4522 03/03 12:56:05 - mmengine - INFO - Epoch(train) [34][4100/5005] lr: 1.0000e-02 eta: 13:29:58 time: 0.1388 data_time: 0.0023 loss: 1.3800 03/03 12:56:19 - mmengine - INFO - Epoch(train) [34][4200/5005] lr: 1.0000e-02 eta: 13:29:42 time: 0.1410 data_time: 0.0024 loss: 1.4345 03/03 12:56:34 - mmengine - INFO - Epoch(train) [34][4300/5005] lr: 1.0000e-02 eta: 13:29:27 time: 0.1390 data_time: 0.0023 loss: 1.4330 03/03 12:56:48 - mmengine - INFO - Epoch(train) [34][4400/5005] lr: 1.0000e-02 eta: 13:29:12 time: 0.1474 data_time: 0.0025 loss: 1.2587 03/03 12:57:03 - mmengine - INFO - Epoch(train) [34][4500/5005] lr: 1.0000e-02 eta: 13:28:57 time: 0.1384 data_time: 0.0025 loss: 1.3475 03/03 12:57:18 - mmengine - INFO - Epoch(train) [34][4600/5005] lr: 1.0000e-02 eta: 13:28:43 time: 0.1506 data_time: 0.0024 loss: 1.3420 03/03 12:57:32 - mmengine - INFO - Epoch(train) [34][4700/5005] lr: 1.0000e-02 eta: 13:28:28 time: 0.1425 data_time: 0.0023 loss: 1.3325 03/03 12:57:47 - mmengine - INFO - Epoch(train) [34][4800/5005] lr: 1.0000e-02 eta: 13:28:12 time: 0.1358 data_time: 0.0024 loss: 1.5195 03/03 12:57:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:58:01 - mmengine - INFO - Epoch(train) [34][4900/5005] lr: 1.0000e-02 eta: 13:27:57 time: 0.1458 data_time: 0.0026 loss: 1.2909 03/03 12:58:16 - mmengine - INFO - Epoch(train) [34][5000/5005] lr: 1.0000e-02 eta: 13:27:43 time: 0.1446 data_time: 0.0035 loss: 1.3214 03/03 12:58:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 12:58:17 - mmengine - INFO - Saving checkpoint at 34 epochs 03/03 12:58:26 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:07 time: 0.0683 data_time: 0.0501 03/03 12:58:55 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 72.5100 accuracy/top5: 91.0880 03/03 12:59:10 - mmengine - INFO - Epoch(train) [35][ 100/5005] lr: 1.0000e-02 eta: 13:27:29 time: 0.1428 data_time: 0.0031 loss: 1.2829 03/03 12:59:25 - mmengine - INFO - Epoch(train) [35][ 200/5005] lr: 1.0000e-02 eta: 13:27:14 time: 0.1505 data_time: 0.0034 loss: 1.2931 03/03 12:59:40 - mmengine - INFO - Epoch(train) [35][ 300/5005] lr: 1.0000e-02 eta: 13:27:00 time: 0.1485 data_time: 0.0030 loss: 1.2536 03/03 12:59:55 - mmengine - INFO - Epoch(train) [35][ 400/5005] lr: 1.0000e-02 eta: 13:26:46 time: 0.1528 data_time: 0.0029 loss: 1.3849 03/03 13:00:11 - mmengine - INFO - Epoch(train) [35][ 500/5005] lr: 1.0000e-02 eta: 13:26:34 time: 0.1529 data_time: 0.0031 loss: 1.3322 03/03 13:00:26 - mmengine - INFO - Epoch(train) [35][ 600/5005] lr: 1.0000e-02 eta: 13:26:20 time: 0.1439 data_time: 0.0027 loss: 1.3704 03/03 13:00:41 - mmengine - INFO - Epoch(train) [35][ 700/5005] lr: 1.0000e-02 eta: 13:26:05 time: 0.1504 data_time: 0.0026 loss: 1.4050 03/03 13:00:57 - mmengine - INFO - Epoch(train) [35][ 800/5005] lr: 1.0000e-02 eta: 13:25:53 time: 0.1545 data_time: 0.0030 loss: 1.1613 03/03 13:01:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:01:13 - mmengine - INFO - Epoch(train) [35][ 900/5005] lr: 1.0000e-02 eta: 13:25:40 time: 0.1539 data_time: 0.0033 loss: 1.4046 03/03 13:01:28 - mmengine - INFO - Epoch(train) [35][1000/5005] lr: 1.0000e-02 eta: 13:25:26 time: 0.1429 data_time: 0.0030 loss: 1.2908 03/03 13:01:43 - mmengine - INFO - Epoch(train) [35][1100/5005] lr: 1.0000e-02 eta: 13:25:12 time: 0.1491 data_time: 0.0028 loss: 1.3185 03/03 13:01:58 - mmengine - INFO - Epoch(train) [35][1200/5005] lr: 1.0000e-02 eta: 13:24:58 time: 0.1460 data_time: 0.0027 loss: 1.4257 03/03 13:02:13 - mmengine - INFO - Epoch(train) [35][1300/5005] lr: 1.0000e-02 eta: 13:24:43 time: 0.1496 data_time: 0.0029 loss: 1.1824 03/03 13:02:28 - mmengine - INFO - Epoch(train) [35][1400/5005] lr: 1.0000e-02 eta: 13:24:30 time: 0.1551 data_time: 0.0029 loss: 1.3283 03/03 13:02:43 - mmengine - INFO - Epoch(train) [35][1500/5005] lr: 1.0000e-02 eta: 13:24:15 time: 0.1433 data_time: 0.0031 loss: 1.3094 03/03 13:02:58 - mmengine - INFO - Epoch(train) [35][1600/5005] lr: 1.0000e-02 eta: 13:24:02 time: 0.1499 data_time: 0.0030 loss: 1.4842 03/03 13:03:13 - mmengine - INFO - Epoch(train) [35][1700/5005] lr: 1.0000e-02 eta: 13:23:47 time: 0.1424 data_time: 0.0030 loss: 1.3398 03/03 13:03:28 - mmengine - INFO - Epoch(train) [35][1800/5005] lr: 1.0000e-02 eta: 13:23:32 time: 0.1477 data_time: 0.0030 loss: 1.4764 03/03 13:03:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:03:42 - mmengine - INFO - Epoch(train) [35][1900/5005] lr: 1.0000e-02 eta: 13:23:17 time: 0.1433 data_time: 0.0031 loss: 1.2595 03/03 13:03:57 - mmengine - INFO - Epoch(train) [35][2000/5005] lr: 1.0000e-02 eta: 13:23:03 time: 0.1415 data_time: 0.0027 loss: 1.1859 03/03 13:04:12 - mmengine - INFO - Epoch(train) [35][2100/5005] lr: 1.0000e-02 eta: 13:22:48 time: 0.1459 data_time: 0.0027 loss: 1.2566 03/03 13:04:26 - mmengine - INFO - Epoch(train) [35][2200/5005] lr: 1.0000e-02 eta: 13:22:33 time: 0.1379 data_time: 0.0028 loss: 1.4502 03/03 13:04:40 - mmengine - INFO - Epoch(train) [35][2300/5005] lr: 1.0000e-02 eta: 13:22:17 time: 0.1432 data_time: 0.0028 loss: 1.2312 03/03 13:04:55 - mmengine - INFO - Epoch(train) [35][2400/5005] lr: 1.0000e-02 eta: 13:22:02 time: 0.1453 data_time: 0.0028 loss: 1.3091 03/03 13:05:10 - mmengine - INFO - Epoch(train) [35][2500/5005] lr: 1.0000e-02 eta: 13:21:47 time: 0.1506 data_time: 0.0030 loss: 1.5040 03/03 13:05:25 - mmengine - INFO - Epoch(train) [35][2600/5005] lr: 1.0000e-02 eta: 13:21:33 time: 0.1686 data_time: 0.0026 loss: 1.4684 03/03 13:05:39 - mmengine - INFO - Epoch(train) [35][2700/5005] lr: 1.0000e-02 eta: 13:21:18 time: 0.1482 data_time: 0.0026 loss: 1.2725 03/03 13:05:54 - mmengine - INFO - Epoch(train) [35][2800/5005] lr: 1.0000e-02 eta: 13:21:04 time: 0.1419 data_time: 0.0024 loss: 1.3487 03/03 13:05:58 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:06:08 - mmengine - INFO - Epoch(train) [35][2900/5005] lr: 1.0000e-02 eta: 13:20:48 time: 0.1473 data_time: 0.0024 loss: 1.2066 03/03 13:06:24 - mmengine - INFO - Epoch(train) [35][3000/5005] lr: 1.0000e-02 eta: 13:20:35 time: 0.1460 data_time: 0.0027 loss: 1.2011 03/03 13:06:39 - mmengine - INFO - Epoch(train) [35][3100/5005] lr: 1.0000e-02 eta: 13:20:21 time: 0.1520 data_time: 0.0029 loss: 1.2744 03/03 13:06:54 - mmengine - INFO - Epoch(train) [35][3200/5005] lr: 1.0000e-02 eta: 13:20:07 time: 0.1471 data_time: 0.0026 loss: 1.1866 03/03 13:07:09 - mmengine - INFO - Epoch(train) [35][3300/5005] lr: 1.0000e-02 eta: 13:19:53 time: 0.1741 data_time: 0.0026 loss: 1.2503 03/03 13:07:25 - mmengine - INFO - Epoch(train) [35][3400/5005] lr: 1.0000e-02 eta: 13:19:40 time: 0.1521 data_time: 0.0029 loss: 1.1356 03/03 13:07:40 - mmengine - INFO - Epoch(train) [35][3500/5005] lr: 1.0000e-02 eta: 13:19:26 time: 0.1466 data_time: 0.0027 loss: 1.2556 03/03 13:07:55 - mmengine - INFO - Epoch(train) [35][3600/5005] lr: 1.0000e-02 eta: 13:19:12 time: 0.1448 data_time: 0.0029 loss: 1.1657 03/03 13:08:09 - mmengine - INFO - Epoch(train) [35][3700/5005] lr: 1.0000e-02 eta: 13:18:56 time: 0.1426 data_time: 0.0029 loss: 1.3194 03/03 13:08:24 - mmengine - INFO - Epoch(train) [35][3800/5005] lr: 1.0000e-02 eta: 13:18:41 time: 0.1458 data_time: 0.0030 loss: 1.2943 03/03 13:08:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:08:39 - mmengine - INFO - Epoch(train) [35][3900/5005] lr: 1.0000e-02 eta: 13:18:27 time: 0.1506 data_time: 0.0028 loss: 1.3217 03/03 13:08:54 - mmengine - INFO - Epoch(train) [35][4000/5005] lr: 1.0000e-02 eta: 13:18:13 time: 0.1486 data_time: 0.0031 loss: 1.3888 03/03 13:09:09 - mmengine - INFO - Epoch(train) [35][4100/5005] lr: 1.0000e-02 eta: 13:17:59 time: 0.1444 data_time: 0.0029 loss: 1.2611 03/03 13:09:24 - mmengine - INFO - Epoch(train) [35][4200/5005] lr: 1.0000e-02 eta: 13:17:45 time: 0.1494 data_time: 0.0024 loss: 1.1922 03/03 13:09:39 - mmengine - INFO - Epoch(train) [35][4300/5005] lr: 1.0000e-02 eta: 13:17:31 time: 0.1514 data_time: 0.0027 loss: 1.5121 03/03 13:09:54 - mmengine - INFO - Epoch(train) [35][4400/5005] lr: 1.0000e-02 eta: 13:17:16 time: 0.1498 data_time: 0.0027 loss: 1.3049 03/03 13:10:08 - mmengine - INFO - Epoch(train) [35][4500/5005] lr: 1.0000e-02 eta: 13:17:00 time: 0.1398 data_time: 0.0028 loss: 1.2266 03/03 13:10:23 - mmengine - INFO - Epoch(train) [35][4600/5005] lr: 1.0000e-02 eta: 13:16:46 time: 0.1500 data_time: 0.0026 loss: 1.4438 03/03 13:10:38 - mmengine - INFO - Epoch(train) [35][4700/5005] lr: 1.0000e-02 eta: 13:16:32 time: 0.1482 data_time: 0.0027 loss: 1.1664 03/03 13:10:54 - mmengine - INFO - Epoch(train) [35][4800/5005] lr: 1.0000e-02 eta: 13:16:19 time: 0.1518 data_time: 0.0027 loss: 1.4795 03/03 13:10:58 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:11:09 - mmengine - INFO - Epoch(train) [35][4900/5005] lr: 1.0000e-02 eta: 13:16:04 time: 0.1512 data_time: 0.0028 loss: 1.4302 03/03 13:11:24 - mmengine - INFO - Epoch(train) [35][5000/5005] lr: 1.0000e-02 eta: 13:15:51 time: 0.1473 data_time: 0.0034 loss: 1.1828 03/03 13:11:25 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:11:25 - mmengine - INFO - Saving checkpoint at 35 epochs 03/03 13:11:33 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:06 time: 0.0614 data_time: 0.0429 03/03 13:12:03 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 72.7840 accuracy/top5: 91.2720 03/03 13:12:18 - mmengine - INFO - Epoch(train) [36][ 100/5005] lr: 1.0000e-02 eta: 13:15:36 time: 0.1507 data_time: 0.0027 loss: 1.3573 03/03 13:12:33 - mmengine - INFO - Epoch(train) [36][ 200/5005] lr: 1.0000e-02 eta: 13:15:22 time: 0.1449 data_time: 0.0025 loss: 1.1917 03/03 13:12:48 - mmengine - INFO - Epoch(train) [36][ 300/5005] lr: 1.0000e-02 eta: 13:15:08 time: 0.1684 data_time: 0.0027 loss: 1.3515 03/03 13:13:03 - mmengine - INFO - Epoch(train) [36][ 400/5005] lr: 1.0000e-02 eta: 13:14:54 time: 0.1468 data_time: 0.0026 loss: 1.3146 03/03 13:13:18 - mmengine - INFO - Epoch(train) [36][ 500/5005] lr: 1.0000e-02 eta: 13:14:40 time: 0.1516 data_time: 0.0028 loss: 1.3129 03/03 13:13:33 - mmengine - INFO - Epoch(train) [36][ 600/5005] lr: 1.0000e-02 eta: 13:14:26 time: 0.1512 data_time: 0.0027 loss: 1.6129 03/03 13:13:48 - mmengine - INFO - Epoch(train) [36][ 700/5005] lr: 1.0000e-02 eta: 13:14:12 time: 0.1392 data_time: 0.0025 loss: 1.5710 03/03 13:14:03 - mmengine - INFO - Epoch(train) [36][ 800/5005] lr: 1.0000e-02 eta: 13:13:56 time: 0.1499 data_time: 0.0025 loss: 1.2338 03/03 13:14:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:14:18 - mmengine - INFO - Epoch(train) [36][ 900/5005] lr: 1.0000e-02 eta: 13:13:42 time: 0.1496 data_time: 0.0026 loss: 1.3653 03/03 13:14:33 - mmengine - INFO - Epoch(train) [36][1000/5005] lr: 1.0000e-02 eta: 13:13:28 time: 0.1878 data_time: 0.0028 loss: 1.3243 03/03 13:14:48 - mmengine - INFO - Epoch(train) [36][1100/5005] lr: 1.0000e-02 eta: 13:13:14 time: 0.1477 data_time: 0.0027 loss: 1.3196 03/03 13:15:03 - mmengine - INFO - Epoch(train) [36][1200/5005] lr: 1.0000e-02 eta: 13:12:59 time: 0.1459 data_time: 0.0027 loss: 1.0517 03/03 13:15:17 - mmengine - INFO - Epoch(train) [36][1300/5005] lr: 1.0000e-02 eta: 13:12:44 time: 0.1480 data_time: 0.0027 loss: 1.5090 03/03 13:15:32 - mmengine - INFO - Epoch(train) [36][1400/5005] lr: 1.0000e-02 eta: 13:12:29 time: 0.1364 data_time: 0.0028 loss: 1.3492 03/03 13:15:46 - mmengine - INFO - Epoch(train) [36][1500/5005] lr: 1.0000e-02 eta: 13:12:13 time: 0.1377 data_time: 0.0025 loss: 1.3278 03/03 13:16:00 - mmengine - INFO - Epoch(train) [36][1600/5005] lr: 1.0000e-02 eta: 13:11:58 time: 0.1400 data_time: 0.0027 loss: 1.3682 03/03 13:16:15 - mmengine - INFO - Epoch(train) [36][1700/5005] lr: 1.0000e-02 eta: 13:11:43 time: 0.1473 data_time: 0.0026 loss: 1.1919 03/03 13:16:29 - mmengine - INFO - Epoch(train) [36][1800/5005] lr: 1.0000e-02 eta: 13:11:27 time: 0.1425 data_time: 0.0029 loss: 1.2266 03/03 13:16:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:16:43 - mmengine - INFO - Epoch(train) [36][1900/5005] lr: 1.0000e-02 eta: 13:11:12 time: 0.1364 data_time: 0.0028 loss: 1.2932 03/03 13:16:57 - mmengine - INFO - Epoch(train) [36][2000/5005] lr: 1.0000e-02 eta: 13:10:56 time: 0.1478 data_time: 0.0027 loss: 1.3210 03/03 13:17:12 - mmengine - INFO - Epoch(train) [36][2100/5005] lr: 1.0000e-02 eta: 13:10:41 time: 0.1427 data_time: 0.0031 loss: 1.1071 03/03 13:17:26 - mmengine - INFO - Epoch(train) [36][2200/5005] lr: 1.0000e-02 eta: 13:10:25 time: 0.1418 data_time: 0.0025 loss: 1.2786 03/03 13:17:40 - mmengine - INFO - Epoch(train) [36][2300/5005] lr: 1.0000e-02 eta: 13:10:10 time: 0.1434 data_time: 0.0024 loss: 1.2776 03/03 13:17:55 - mmengine - INFO - Epoch(train) [36][2400/5005] lr: 1.0000e-02 eta: 13:09:55 time: 0.1382 data_time: 0.0025 loss: 1.2265 03/03 13:18:09 - mmengine - INFO - Epoch(train) [36][2500/5005] lr: 1.0000e-02 eta: 13:09:39 time: 0.1356 data_time: 0.0025 loss: 1.4559 03/03 13:18:23 - mmengine - INFO - Epoch(train) [36][2600/5005] lr: 1.0000e-02 eta: 13:09:22 time: 0.1401 data_time: 0.0027 loss: 1.3538 03/03 13:18:37 - mmengine - INFO - Epoch(train) [36][2700/5005] lr: 1.0000e-02 eta: 13:09:06 time: 0.1379 data_time: 0.0030 loss: 1.2090 03/03 13:18:51 - mmengine - INFO - Epoch(train) [36][2800/5005] lr: 1.0000e-02 eta: 13:08:50 time: 0.1403 data_time: 0.0028 loss: 1.3521 03/03 13:18:54 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:19:05 - mmengine - INFO - Epoch(train) [36][2900/5005] lr: 1.0000e-02 eta: 13:08:35 time: 0.1378 data_time: 0.0026 loss: 1.2810 03/03 13:19:19 - mmengine - INFO - Epoch(train) [36][3000/5005] lr: 1.0000e-02 eta: 13:08:19 time: 0.1385 data_time: 0.0026 loss: 1.3244 03/03 13:19:34 - mmengine - INFO - Epoch(train) [36][3100/5005] lr: 1.0000e-02 eta: 13:08:04 time: 0.1364 data_time: 0.0030 loss: 1.1778 03/03 13:19:48 - mmengine - INFO - Epoch(train) [36][3200/5005] lr: 1.0000e-02 eta: 13:07:48 time: 0.1434 data_time: 0.0025 loss: 1.5316 03/03 13:20:02 - mmengine - INFO - Epoch(train) [36][3300/5005] lr: 1.0000e-02 eta: 13:07:33 time: 0.1370 data_time: 0.0027 loss: 1.3651 03/03 13:20:17 - mmengine - INFO - Epoch(train) [36][3400/5005] lr: 1.0000e-02 eta: 13:07:18 time: 0.1477 data_time: 0.0026 loss: 1.3604 03/03 13:20:32 - mmengine - INFO - Epoch(train) [36][3500/5005] lr: 1.0000e-02 eta: 13:07:03 time: 0.1448 data_time: 0.0029 loss: 1.2828 03/03 13:20:46 - mmengine - INFO - Epoch(train) [36][3600/5005] lr: 1.0000e-02 eta: 13:06:48 time: 0.1466 data_time: 0.0027 loss: 1.1322 03/03 13:21:01 - mmengine - INFO - Epoch(train) [36][3700/5005] lr: 1.0000e-02 eta: 13:06:33 time: 0.1430 data_time: 0.0026 loss: 1.5103 03/03 13:21:16 - mmengine - INFO - Epoch(train) [36][3800/5005] lr: 1.0000e-02 eta: 13:06:19 time: 0.1482 data_time: 0.0027 loss: 1.3225 03/03 13:21:20 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:21:31 - mmengine - INFO - Epoch(train) [36][3900/5005] lr: 1.0000e-02 eta: 13:06:05 time: 0.1436 data_time: 0.0028 loss: 1.3431 03/03 13:21:46 - mmengine - INFO - Epoch(train) [36][4000/5005] lr: 1.0000e-02 eta: 13:05:50 time: 0.1449 data_time: 0.0027 loss: 1.4185 03/03 13:22:00 - mmengine - INFO - Epoch(train) [36][4100/5005] lr: 1.0000e-02 eta: 13:05:35 time: 0.1448 data_time: 0.0028 loss: 1.2747 03/03 13:22:15 - mmengine - INFO - Epoch(train) [36][4200/5005] lr: 1.0000e-02 eta: 13:05:20 time: 0.1463 data_time: 0.0028 loss: 1.2781 03/03 13:22:30 - mmengine - INFO - Epoch(train) [36][4300/5005] lr: 1.0000e-02 eta: 13:05:06 time: 0.1446 data_time: 0.0027 loss: 1.1975 03/03 13:22:44 - mmengine - INFO - Epoch(train) [36][4400/5005] lr: 1.0000e-02 eta: 13:04:51 time: 0.1454 data_time: 0.0028 loss: 1.2332 03/03 13:22:59 - mmengine - INFO - Epoch(train) [36][4500/5005] lr: 1.0000e-02 eta: 13:04:36 time: 0.1468 data_time: 0.0027 loss: 1.4437 03/03 13:23:14 - mmengine - INFO - Epoch(train) [36][4600/5005] lr: 1.0000e-02 eta: 13:04:22 time: 0.1718 data_time: 0.0024 loss: 1.3531 03/03 13:23:28 - mmengine - INFO - Epoch(train) [36][4700/5005] lr: 1.0000e-02 eta: 13:04:06 time: 0.1412 data_time: 0.0025 loss: 1.3662 03/03 13:23:43 - mmengine - INFO - Epoch(train) [36][4800/5005] lr: 1.0000e-02 eta: 13:03:52 time: 0.1478 data_time: 0.0024 loss: 1.1640 03/03 13:23:47 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:23:57 - mmengine - INFO - Epoch(train) [36][4900/5005] lr: 1.0000e-02 eta: 13:03:36 time: 0.1387 data_time: 0.0025 loss: 1.2099 03/03 13:24:11 - mmengine - INFO - Epoch(train) [36][5000/5005] lr: 1.0000e-02 eta: 13:03:20 time: 0.1449 data_time: 0.0032 loss: 1.4197 03/03 13:24:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:24:13 - mmengine - INFO - Saving checkpoint at 36 epochs 03/03 13:24:20 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:06 time: 0.0608 data_time: 0.0427 03/03 13:24:49 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 72.5520 accuracy/top5: 91.2800 03/03 13:25:04 - mmengine - INFO - Epoch(train) [37][ 100/5005] lr: 1.0000e-02 eta: 13:03:05 time: 0.1315 data_time: 0.0026 loss: 1.3503 03/03 13:25:17 - mmengine - INFO - Epoch(train) [37][ 200/5005] lr: 1.0000e-02 eta: 13:02:48 time: 0.1387 data_time: 0.0030 loss: 1.1913 03/03 13:25:32 - mmengine - INFO - Epoch(train) [37][ 300/5005] lr: 1.0000e-02 eta: 13:02:33 time: 0.1395 data_time: 0.0026 loss: 1.3410 03/03 13:25:47 - mmengine - INFO - Epoch(train) [37][ 400/5005] lr: 1.0000e-02 eta: 13:02:19 time: 0.1503 data_time: 0.0027 loss: 1.2667 03/03 13:26:02 - mmengine - INFO - Epoch(train) [37][ 500/5005] lr: 1.0000e-02 eta: 13:02:04 time: 0.1410 data_time: 0.0026 loss: 1.3589 03/03 13:26:16 - mmengine - INFO - Epoch(train) [37][ 600/5005] lr: 1.0000e-02 eta: 13:01:49 time: 0.1409 data_time: 0.0027 loss: 1.2706 03/03 13:26:30 - mmengine - INFO - Epoch(train) [37][ 700/5005] lr: 1.0000e-02 eta: 13:01:32 time: 0.1561 data_time: 0.0027 loss: 1.3049 03/03 13:26:44 - mmengine - INFO - Epoch(train) [37][ 800/5005] lr: 1.0000e-02 eta: 13:01:16 time: 0.1411 data_time: 0.0028 loss: 1.0733 03/03 13:26:47 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:26:58 - mmengine - INFO - Epoch(train) [37][ 900/5005] lr: 1.0000e-02 eta: 13:01:01 time: 0.1515 data_time: 0.0028 loss: 1.4358 03/03 13:27:13 - mmengine - INFO - Epoch(train) [37][1000/5005] lr: 1.0000e-02 eta: 13:00:46 time: 0.1400 data_time: 0.0027 loss: 1.2699 03/03 13:27:27 - mmengine - INFO - Epoch(train) [37][1100/5005] lr: 1.0000e-02 eta: 13:00:30 time: 0.1430 data_time: 0.0029 loss: 1.2264 03/03 13:27:41 - mmengine - INFO - Epoch(train) [37][1200/5005] lr: 1.0000e-02 eta: 13:00:14 time: 0.1404 data_time: 0.0026 loss: 1.1084 03/03 13:27:55 - mmengine - INFO - Epoch(train) [37][1300/5005] lr: 1.0000e-02 eta: 12:59:58 time: 0.1382 data_time: 0.0026 loss: 1.1571 03/03 13:28:10 - mmengine - INFO - Epoch(train) [37][1400/5005] lr: 1.0000e-02 eta: 12:59:45 time: 0.1514 data_time: 0.0027 loss: 1.2386 03/03 13:28:25 - mmengine - INFO - Epoch(train) [37][1500/5005] lr: 1.0000e-02 eta: 12:59:31 time: 0.1477 data_time: 0.0028 loss: 1.2196 03/03 13:28:40 - mmengine - INFO - Epoch(train) [37][1600/5005] lr: 1.0000e-02 eta: 12:59:16 time: 0.1458 data_time: 0.0027 loss: 1.2865 03/03 13:28:55 - mmengine - INFO - Epoch(train) [37][1700/5005] lr: 1.0000e-02 eta: 12:59:01 time: 0.1427 data_time: 0.0025 loss: 1.3942 03/03 13:29:10 - mmengine - INFO - Epoch(train) [37][1800/5005] lr: 1.0000e-02 eta: 12:58:48 time: 0.1522 data_time: 0.0027 loss: 1.4247 03/03 13:29:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:29:25 - mmengine - INFO - Epoch(train) [37][1900/5005] lr: 1.0000e-02 eta: 12:58:34 time: 0.1435 data_time: 0.0025 loss: 1.3394 03/03 13:29:40 - mmengine - INFO - Epoch(train) [37][2000/5005] lr: 1.0000e-02 eta: 12:58:18 time: 0.1389 data_time: 0.0026 loss: 1.2614 03/03 13:29:54 - mmengine - INFO - Epoch(train) [37][2100/5005] lr: 1.0000e-02 eta: 12:58:03 time: 0.1422 data_time: 0.0027 loss: 1.2346 03/03 13:30:09 - mmengine - INFO - Epoch(train) [37][2200/5005] lr: 1.0000e-02 eta: 12:57:48 time: 0.1475 data_time: 0.0028 loss: 1.2762 03/03 13:30:23 - mmengine - INFO - Epoch(train) [37][2300/5005] lr: 1.0000e-02 eta: 12:57:33 time: 0.1453 data_time: 0.0026 loss: 1.1949 03/03 13:30:38 - mmengine - INFO - Epoch(train) [37][2400/5005] lr: 1.0000e-02 eta: 12:57:18 time: 0.1434 data_time: 0.0027 loss: 1.3677 03/03 13:30:52 - mmengine - INFO - Epoch(train) [37][2500/5005] lr: 1.0000e-02 eta: 12:57:03 time: 0.1481 data_time: 0.0025 loss: 1.1318 03/03 13:31:08 - mmengine - INFO - Epoch(train) [37][2600/5005] lr: 1.0000e-02 eta: 12:56:49 time: 0.1616 data_time: 0.0028 loss: 1.4301 03/03 13:31:23 - mmengine - INFO - Epoch(train) [37][2700/5005] lr: 1.0000e-02 eta: 12:56:36 time: 0.1474 data_time: 0.0026 loss: 1.3323 03/03 13:31:37 - mmengine - INFO - Epoch(train) [37][2800/5005] lr: 1.0000e-02 eta: 12:56:20 time: 0.1452 data_time: 0.0027 loss: 1.3715 03/03 13:31:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:31:52 - mmengine - INFO - Epoch(train) [37][2900/5005] lr: 1.0000e-02 eta: 12:56:06 time: 0.1406 data_time: 0.0028 loss: 1.3273 03/03 13:32:07 - mmengine - INFO - Epoch(train) [37][3000/5005] lr: 1.0000e-02 eta: 12:55:51 time: 0.1414 data_time: 0.0026 loss: 1.3745 03/03 13:32:21 - mmengine - INFO - Epoch(train) [37][3100/5005] lr: 1.0000e-02 eta: 12:55:35 time: 0.1606 data_time: 0.0026 loss: 1.2215 03/03 13:32:36 - mmengine - INFO - Epoch(train) [37][3200/5005] lr: 1.0000e-02 eta: 12:55:21 time: 0.1475 data_time: 0.0027 loss: 1.2572 03/03 13:32:52 - mmengine - INFO - Epoch(train) [37][3300/5005] lr: 1.0000e-02 eta: 12:55:08 time: 0.1514 data_time: 0.0027 loss: 1.4278 03/03 13:33:07 - mmengine - INFO - Epoch(train) [37][3400/5005] lr: 1.0000e-02 eta: 12:54:54 time: 0.1489 data_time: 0.0028 loss: 1.1173 03/03 13:33:22 - mmengine - INFO - Epoch(train) [37][3500/5005] lr: 1.0000e-02 eta: 12:54:39 time: 0.1479 data_time: 0.0029 loss: 1.3545 03/03 13:33:37 - mmengine - INFO - Epoch(train) [37][3600/5005] lr: 1.0000e-02 eta: 12:54:25 time: 0.1417 data_time: 0.0028 loss: 1.1802 03/03 13:33:51 - mmengine - INFO - Epoch(train) [37][3700/5005] lr: 1.0000e-02 eta: 12:54:09 time: 0.1398 data_time: 0.0027 loss: 1.3058 03/03 13:34:05 - mmengine - INFO - Epoch(train) [37][3800/5005] lr: 1.0000e-02 eta: 12:53:53 time: 0.1410 data_time: 0.0026 loss: 1.3404 03/03 13:34:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:34:19 - mmengine - INFO - Epoch(train) [37][3900/5005] lr: 1.0000e-02 eta: 12:53:38 time: 0.1448 data_time: 0.0026 loss: 1.2032 03/03 13:34:34 - mmengine - INFO - Epoch(train) [37][4000/5005] lr: 1.0000e-02 eta: 12:53:23 time: 0.1476 data_time: 0.0027 loss: 1.3007 03/03 13:34:49 - mmengine - INFO - Epoch(train) [37][4100/5005] lr: 1.0000e-02 eta: 12:53:09 time: 0.1447 data_time: 0.0026 loss: 1.2769 03/03 13:35:04 - mmengine - INFO - Epoch(train) [37][4200/5005] lr: 1.0000e-02 eta: 12:52:55 time: 0.1498 data_time: 0.0029 loss: 1.3177 03/03 13:35:19 - mmengine - INFO - Epoch(train) [37][4300/5005] lr: 1.0000e-02 eta: 12:52:40 time: 0.1428 data_time: 0.0028 loss: 1.3300 03/03 13:35:33 - mmengine - INFO - Epoch(train) [37][4400/5005] lr: 1.0000e-02 eta: 12:52:25 time: 0.1385 data_time: 0.0028 loss: 1.3031 03/03 13:35:47 - mmengine - INFO - Epoch(train) [37][4500/5005] lr: 1.0000e-02 eta: 12:52:09 time: 0.1423 data_time: 0.0030 loss: 1.4997 03/03 13:36:02 - mmengine - INFO - Epoch(train) [37][4600/5005] lr: 1.0000e-02 eta: 12:51:55 time: 0.1420 data_time: 0.0028 loss: 1.3319 03/03 13:36:17 - mmengine - INFO - Epoch(train) [37][4700/5005] lr: 1.0000e-02 eta: 12:51:39 time: 0.1422 data_time: 0.0027 loss: 1.4537 03/03 13:36:32 - mmengine - INFO - Epoch(train) [37][4800/5005] lr: 1.0000e-02 eta: 12:51:25 time: 0.1696 data_time: 0.0027 loss: 1.3629 03/03 13:36:34 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:36:46 - mmengine - INFO - Epoch(train) [37][4900/5005] lr: 1.0000e-02 eta: 12:51:10 time: 0.1428 data_time: 0.0028 loss: 1.2479 03/03 13:37:00 - mmengine - INFO - Epoch(train) [37][5000/5005] lr: 1.0000e-02 eta: 12:50:55 time: 0.1474 data_time: 0.0037 loss: 1.2732 03/03 13:37:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:37:02 - mmengine - INFO - Saving checkpoint at 37 epochs 03/03 13:37:09 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:06 time: 0.0604 data_time: 0.0412 03/03 13:37:38 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 72.4620 accuracy/top5: 91.1720 03/03 13:37:53 - mmengine - INFO - Epoch(train) [38][ 100/5005] lr: 1.0000e-02 eta: 12:50:41 time: 0.1442 data_time: 0.0028 loss: 1.4215 03/03 13:38:08 - mmengine - INFO - Epoch(train) [38][ 200/5005] lr: 1.0000e-02 eta: 12:50:26 time: 0.1480 data_time: 0.0029 loss: 1.2377 03/03 13:38:23 - mmengine - INFO - Epoch(train) [38][ 300/5005] lr: 1.0000e-02 eta: 12:50:11 time: 0.1442 data_time: 0.0027 loss: 1.3921 03/03 13:38:37 - mmengine - INFO - Epoch(train) [38][ 400/5005] lr: 1.0000e-02 eta: 12:49:56 time: 0.1415 data_time: 0.0028 loss: 1.1572 03/03 13:38:51 - mmengine - INFO - Epoch(train) [38][ 500/5005] lr: 1.0000e-02 eta: 12:49:40 time: 0.1415 data_time: 0.0027 loss: 0.9935 03/03 13:39:06 - mmengine - INFO - Epoch(train) [38][ 600/5005] lr: 1.0000e-02 eta: 12:49:25 time: 0.1344 data_time: 0.0028 loss: 1.2023 03/03 13:39:20 - mmengine - INFO - Epoch(train) [38][ 700/5005] lr: 1.0000e-02 eta: 12:49:10 time: 0.1697 data_time: 0.0025 loss: 1.2771 03/03 13:39:34 - mmengine - INFO - Epoch(train) [38][ 800/5005] lr: 1.0000e-02 eta: 12:48:55 time: 0.1432 data_time: 0.0028 loss: 1.3670 03/03 13:39:37 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:39:50 - mmengine - INFO - Epoch(train) [38][ 900/5005] lr: 1.0000e-02 eta: 12:48:41 time: 0.1522 data_time: 0.0027 loss: 1.2380 03/03 13:40:05 - mmengine - INFO - Epoch(train) [38][1000/5005] lr: 1.0000e-02 eta: 12:48:26 time: 0.1435 data_time: 0.0028 loss: 1.1972 03/03 13:40:19 - mmengine - INFO - Epoch(train) [38][1100/5005] lr: 1.0000e-02 eta: 12:48:12 time: 0.1417 data_time: 0.0029 loss: 1.2582 03/03 13:40:34 - mmengine - INFO - Epoch(train) [38][1200/5005] lr: 1.0000e-02 eta: 12:47:57 time: 0.1412 data_time: 0.0028 loss: 1.3642 03/03 13:40:48 - mmengine - INFO - Epoch(train) [38][1300/5005] lr: 1.0000e-02 eta: 12:47:41 time: 0.1430 data_time: 0.0026 loss: 1.1545 03/03 13:41:02 - mmengine - INFO - Epoch(train) [38][1400/5005] lr: 1.0000e-02 eta: 12:47:26 time: 0.1385 data_time: 0.0029 loss: 1.2043 03/03 13:41:17 - mmengine - INFO - Epoch(train) [38][1500/5005] lr: 1.0000e-02 eta: 12:47:11 time: 0.1435 data_time: 0.0027 loss: 1.2268 03/03 13:41:32 - mmengine - INFO - Epoch(train) [38][1600/5005] lr: 1.0000e-02 eta: 12:46:56 time: 0.1469 data_time: 0.0029 loss: 1.4771 03/03 13:41:47 - mmengine - INFO - Epoch(train) [38][1700/5005] lr: 1.0000e-02 eta: 12:46:42 time: 0.1522 data_time: 0.0026 loss: 1.3430 03/03 13:42:01 - mmengine - INFO - Epoch(train) [38][1800/5005] lr: 1.0000e-02 eta: 12:46:27 time: 0.1414 data_time: 0.0025 loss: 1.2769 03/03 13:42:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:42:16 - mmengine - INFO - Epoch(train) [38][1900/5005] lr: 1.0000e-02 eta: 12:46:12 time: 0.1376 data_time: 0.0025 loss: 1.2460 03/03 13:42:30 - mmengine - INFO - Epoch(train) [38][2000/5005] lr: 1.0000e-02 eta: 12:45:56 time: 0.1352 data_time: 0.0027 loss: 1.0300 03/03 13:42:44 - mmengine - INFO - Epoch(train) [38][2100/5005] lr: 1.0000e-02 eta: 12:45:40 time: 0.1428 data_time: 0.0027 loss: 1.4754 03/03 13:42:59 - mmengine - INFO - Epoch(train) [38][2200/5005] lr: 1.0000e-02 eta: 12:45:26 time: 0.1739 data_time: 0.0027 loss: 1.3380 03/03 13:43:13 - mmengine - INFO - Epoch(train) [38][2300/5005] lr: 1.0000e-02 eta: 12:45:11 time: 0.1419 data_time: 0.0029 loss: 1.4965 03/03 13:43:28 - mmengine - INFO - Epoch(train) [38][2400/5005] lr: 1.0000e-02 eta: 12:44:55 time: 0.1366 data_time: 0.0029 loss: 1.2371 03/03 13:43:42 - mmengine - INFO - Epoch(train) [38][2500/5005] lr: 1.0000e-02 eta: 12:44:39 time: 0.1671 data_time: 0.0027 loss: 1.1768 03/03 13:43:56 - mmengine - INFO - Epoch(train) [38][2600/5005] lr: 1.0000e-02 eta: 12:44:24 time: 0.1449 data_time: 0.0029 loss: 1.1892 03/03 13:44:11 - mmengine - INFO - Epoch(train) [38][2700/5005] lr: 1.0000e-02 eta: 12:44:10 time: 0.1473 data_time: 0.0028 loss: 1.3348 03/03 13:44:26 - mmengine - INFO - Epoch(train) [38][2800/5005] lr: 1.0000e-02 eta: 12:43:55 time: 0.1456 data_time: 0.0027 loss: 1.1308 03/03 13:44:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:44:40 - mmengine - INFO - Epoch(train) [38][2900/5005] lr: 1.0000e-02 eta: 12:43:40 time: 0.1385 data_time: 0.0026 loss: 1.2441 03/03 13:44:55 - mmengine - INFO - Epoch(train) [38][3000/5005] lr: 1.0000e-02 eta: 12:43:25 time: 0.1444 data_time: 0.0026 loss: 1.1950 03/03 13:45:09 - mmengine - INFO - Epoch(train) [38][3100/5005] lr: 1.0000e-02 eta: 12:43:10 time: 0.1421 data_time: 0.0024 loss: 1.2541 03/03 13:45:23 - mmengine - INFO - Epoch(train) [38][3200/5005] lr: 1.0000e-02 eta: 12:42:54 time: 0.1366 data_time: 0.0025 loss: 1.1569 03/03 13:45:38 - mmengine - INFO - Epoch(train) [38][3300/5005] lr: 1.0000e-02 eta: 12:42:39 time: 0.1377 data_time: 0.0028 loss: 1.2429 03/03 13:45:52 - mmengine - INFO - Epoch(train) [38][3400/5005] lr: 1.0000e-02 eta: 12:42:23 time: 0.1421 data_time: 0.0030 loss: 1.4698 03/03 13:46:06 - mmengine - INFO - Epoch(train) [38][3500/5005] lr: 1.0000e-02 eta: 12:42:08 time: 0.1405 data_time: 0.0027 loss: 1.3150 03/03 13:46:21 - mmengine - INFO - Epoch(train) [38][3600/5005] lr: 1.0000e-02 eta: 12:41:53 time: 0.1423 data_time: 0.0028 loss: 1.3407 03/03 13:46:35 - mmengine - INFO - Epoch(train) [38][3700/5005] lr: 1.0000e-02 eta: 12:41:38 time: 0.1372 data_time: 0.0027 loss: 1.3175 03/03 13:46:49 - mmengine - INFO - Epoch(train) [38][3800/5005] lr: 1.0000e-02 eta: 12:41:22 time: 0.1680 data_time: 0.0026 loss: 1.5062 03/03 13:46:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:47:04 - mmengine - INFO - Epoch(train) [38][3900/5005] lr: 1.0000e-02 eta: 12:41:07 time: 0.1441 data_time: 0.0028 loss: 1.3211 03/03 13:47:19 - mmengine - INFO - Epoch(train) [38][4000/5005] lr: 1.0000e-02 eta: 12:40:52 time: 0.1422 data_time: 0.0026 loss: 1.4143 03/03 13:47:33 - mmengine - INFO - Epoch(train) [38][4100/5005] lr: 1.0000e-02 eta: 12:40:37 time: 0.1448 data_time: 0.0029 loss: 1.3303 03/03 13:47:48 - mmengine - INFO - Epoch(train) [38][4200/5005] lr: 1.0000e-02 eta: 12:40:23 time: 0.1466 data_time: 0.0029 loss: 1.2333 03/03 13:48:04 - mmengine - INFO - Epoch(train) [38][4300/5005] lr: 1.0000e-02 eta: 12:40:10 time: 0.1493 data_time: 0.0028 loss: 1.1374 03/03 13:48:18 - mmengine - INFO - Epoch(train) [38][4400/5005] lr: 1.0000e-02 eta: 12:39:55 time: 0.1442 data_time: 0.0028 loss: 1.1923 03/03 13:48:33 - mmengine - INFO - Epoch(train) [38][4500/5005] lr: 1.0000e-02 eta: 12:39:41 time: 0.1651 data_time: 0.0028 loss: 1.1423 03/03 13:48:48 - mmengine - INFO - Epoch(train) [38][4600/5005] lr: 1.0000e-02 eta: 12:39:26 time: 0.1435 data_time: 0.0026 loss: 1.3211 03/03 13:49:02 - mmengine - INFO - Epoch(train) [38][4700/5005] lr: 1.0000e-02 eta: 12:39:10 time: 0.1384 data_time: 0.0025 loss: 1.3953 03/03 13:49:16 - mmengine - INFO - Epoch(train) [38][4800/5005] lr: 1.0000e-02 eta: 12:38:54 time: 0.1389 data_time: 0.0026 loss: 0.9950 03/03 13:49:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:49:30 - mmengine - INFO - Epoch(train) [38][4900/5005] lr: 1.0000e-02 eta: 12:38:38 time: 0.1382 data_time: 0.0024 loss: 1.2331 03/03 13:49:44 - mmengine - INFO - Epoch(train) [38][5000/5005] lr: 1.0000e-02 eta: 12:38:22 time: 0.1356 data_time: 0.0036 loss: 1.2750 03/03 13:49:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:49:45 - mmengine - INFO - Saving checkpoint at 38 epochs 03/03 13:49:53 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:06 time: 0.0631 data_time: 0.0445 03/03 13:50:22 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 72.5500 accuracy/top5: 91.4080 03/03 13:50:37 - mmengine - INFO - Epoch(train) [39][ 100/5005] lr: 1.0000e-02 eta: 12:38:07 time: 0.1363 data_time: 0.0026 loss: 1.3859 03/03 13:50:52 - mmengine - INFO - Epoch(train) [39][ 200/5005] lr: 1.0000e-02 eta: 12:37:52 time: 0.1479 data_time: 0.0025 loss: 1.2556 03/03 13:51:07 - mmengine - INFO - Epoch(train) [39][ 300/5005] lr: 1.0000e-02 eta: 12:37:38 time: 0.1502 data_time: 0.0029 loss: 1.2064 03/03 13:51:22 - mmengine - INFO - Epoch(train) [39][ 400/5005] lr: 1.0000e-02 eta: 12:37:24 time: 0.1479 data_time: 0.0028 loss: 1.1221 03/03 13:51:37 - mmengine - INFO - Epoch(train) [39][ 500/5005] lr: 1.0000e-02 eta: 12:37:09 time: 0.1421 data_time: 0.0029 loss: 1.4226 03/03 13:51:51 - mmengine - INFO - Epoch(train) [39][ 600/5005] lr: 1.0000e-02 eta: 12:36:53 time: 0.1388 data_time: 0.0026 loss: 1.2242 03/03 13:52:05 - mmengine - INFO - Epoch(train) [39][ 700/5005] lr: 1.0000e-02 eta: 12:36:38 time: 0.1407 data_time: 0.0026 loss: 1.1548 03/03 13:52:19 - mmengine - INFO - Epoch(train) [39][ 800/5005] lr: 1.0000e-02 eta: 12:36:23 time: 0.1454 data_time: 0.0025 loss: 1.3043 03/03 13:52:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:52:34 - mmengine - INFO - Epoch(train) [39][ 900/5005] lr: 1.0000e-02 eta: 12:36:09 time: 0.1723 data_time: 0.0024 loss: 1.4227 03/03 13:52:49 - mmengine - INFO - Epoch(train) [39][1000/5005] lr: 1.0000e-02 eta: 12:35:54 time: 0.1443 data_time: 0.0025 loss: 1.1743 03/03 13:53:03 - mmengine - INFO - Epoch(train) [39][1100/5005] lr: 1.0000e-02 eta: 12:35:38 time: 0.1415 data_time: 0.0026 loss: 1.2483 03/03 13:53:17 - mmengine - INFO - Epoch(train) [39][1200/5005] lr: 1.0000e-02 eta: 12:35:22 time: 0.1375 data_time: 0.0026 loss: 1.2821 03/03 13:53:31 - mmengine - INFO - Epoch(train) [39][1300/5005] lr: 1.0000e-02 eta: 12:35:06 time: 0.1418 data_time: 0.0027 loss: 1.2223 03/03 13:53:45 - mmengine - INFO - Epoch(train) [39][1400/5005] lr: 1.0000e-02 eta: 12:34:50 time: 0.1399 data_time: 0.0026 loss: 1.3388 03/03 13:54:00 - mmengine - INFO - Epoch(train) [39][1500/5005] lr: 1.0000e-02 eta: 12:34:36 time: 0.1431 data_time: 0.0028 loss: 1.4641 03/03 13:54:15 - mmengine - INFO - Epoch(train) [39][1600/5005] lr: 1.0000e-02 eta: 12:34:21 time: 0.1460 data_time: 0.0026 loss: 1.3172 03/03 13:54:29 - mmengine - INFO - Epoch(train) [39][1700/5005] lr: 1.0000e-02 eta: 12:34:06 time: 0.1428 data_time: 0.0027 loss: 1.5169 03/03 13:54:43 - mmengine - INFO - Epoch(train) [39][1800/5005] lr: 1.0000e-02 eta: 12:33:51 time: 0.1476 data_time: 0.0028 loss: 1.1778 03/03 13:54:45 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:54:59 - mmengine - INFO - Epoch(train) [39][1900/5005] lr: 1.0000e-02 eta: 12:33:37 time: 0.1481 data_time: 0.0027 loss: 1.1649 03/03 13:55:14 - mmengine - INFO - Epoch(train) [39][2000/5005] lr: 1.0000e-02 eta: 12:33:23 time: 0.1467 data_time: 0.0027 loss: 1.1173 03/03 13:55:29 - mmengine - INFO - Epoch(train) [39][2100/5005] lr: 1.0000e-02 eta: 12:33:09 time: 0.1516 data_time: 0.0031 loss: 1.0466 03/03 13:55:44 - mmengine - INFO - Epoch(train) [39][2200/5005] lr: 1.0000e-02 eta: 12:32:55 time: 0.1499 data_time: 0.0028 loss: 1.2675 03/03 13:56:00 - mmengine - INFO - Epoch(train) [39][2300/5005] lr: 1.0000e-02 eta: 12:32:42 time: 0.1524 data_time: 0.0029 loss: 1.3010 03/03 13:56:16 - mmengine - INFO - Epoch(train) [39][2400/5005] lr: 1.0000e-02 eta: 12:32:29 time: 0.1559 data_time: 0.0028 loss: 1.3318 03/03 13:56:31 - mmengine - INFO - Epoch(train) [39][2500/5005] lr: 1.0000e-02 eta: 12:32:15 time: 0.1498 data_time: 0.0027 loss: 1.2358 03/03 13:56:46 - mmengine - INFO - Epoch(train) [39][2600/5005] lr: 1.0000e-02 eta: 12:32:01 time: 0.1424 data_time: 0.0027 loss: 1.3044 03/03 13:57:01 - mmengine - INFO - Epoch(train) [39][2700/5005] lr: 1.0000e-02 eta: 12:31:46 time: 0.1376 data_time: 0.0030 loss: 1.3110 03/03 13:57:14 - mmengine - INFO - Epoch(train) [39][2800/5005] lr: 1.0000e-02 eta: 12:31:30 time: 0.1434 data_time: 0.0027 loss: 1.2464 03/03 13:57:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:57:29 - mmengine - INFO - Epoch(train) [39][2900/5005] lr: 1.0000e-02 eta: 12:31:15 time: 0.1444 data_time: 0.0029 loss: 1.2583 03/03 13:57:43 - mmengine - INFO - Epoch(train) [39][3000/5005] lr: 1.0000e-02 eta: 12:31:00 time: 0.1451 data_time: 0.0030 loss: 1.1913 03/03 13:57:58 - mmengine - INFO - Epoch(train) [39][3100/5005] lr: 1.0000e-02 eta: 12:30:45 time: 0.1458 data_time: 0.0025 loss: 1.2418 03/03 13:58:13 - mmengine - INFO - Epoch(train) [39][3200/5005] lr: 1.0000e-02 eta: 12:30:31 time: 0.1483 data_time: 0.0027 loss: 1.4333 03/03 13:58:28 - mmengine - INFO - Epoch(train) [39][3300/5005] lr: 1.0000e-02 eta: 12:30:16 time: 0.1456 data_time: 0.0027 loss: 1.1894 03/03 13:58:42 - mmengine - INFO - Epoch(train) [39][3400/5005] lr: 1.0000e-02 eta: 12:30:01 time: 0.1438 data_time: 0.0028 loss: 1.2596 03/03 13:58:57 - mmengine - INFO - Epoch(train) [39][3500/5005] lr: 1.0000e-02 eta: 12:29:46 time: 0.1477 data_time: 0.0028 loss: 1.1515 03/03 13:59:12 - mmengine - INFO - Epoch(train) [39][3600/5005] lr: 1.0000e-02 eta: 12:29:33 time: 0.1552 data_time: 0.0025 loss: 1.1668 03/03 13:59:27 - mmengine - INFO - Epoch(train) [39][3700/5005] lr: 1.0000e-02 eta: 12:29:18 time: 0.1463 data_time: 0.0026 loss: 1.1770 03/03 13:59:42 - mmengine - INFO - Epoch(train) [39][3800/5005] lr: 1.0000e-02 eta: 12:29:03 time: 0.1434 data_time: 0.0026 loss: 1.4536 03/03 13:59:43 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 13:59:56 - mmengine - INFO - Epoch(train) [39][3900/5005] lr: 1.0000e-02 eta: 12:28:48 time: 0.1356 data_time: 0.0028 loss: 1.1356 03/03 14:00:10 - mmengine - INFO - Epoch(train) [39][4000/5005] lr: 1.0000e-02 eta: 12:28:32 time: 0.1380 data_time: 0.0026 loss: 1.2003 03/03 14:00:24 - mmengine - INFO - Epoch(train) [39][4100/5005] lr: 1.0000e-02 eta: 12:28:17 time: 0.1678 data_time: 0.0027 loss: 1.1577 03/03 14:00:39 - mmengine - INFO - Epoch(train) [39][4200/5005] lr: 1.0000e-02 eta: 12:28:01 time: 0.1414 data_time: 0.0027 loss: 1.2491 03/03 14:00:53 - mmengine - INFO - Epoch(train) [39][4300/5005] lr: 1.0000e-02 eta: 12:27:47 time: 0.1552 data_time: 0.0028 loss: 1.2046 03/03 14:01:09 - mmengine - INFO - Epoch(train) [39][4400/5005] lr: 1.0000e-02 eta: 12:27:33 time: 0.1516 data_time: 0.0027 loss: 1.3930 03/03 14:01:24 - mmengine - INFO - Epoch(train) [39][4500/5005] lr: 1.0000e-02 eta: 12:27:19 time: 0.1535 data_time: 0.0028 loss: 1.3757 03/03 14:01:40 - mmengine - INFO - Epoch(train) [39][4600/5005] lr: 1.0000e-02 eta: 12:27:05 time: 0.1469 data_time: 0.0026 loss: 1.2940 03/03 14:01:55 - mmengine - INFO - Epoch(train) [39][4700/5005] lr: 1.0000e-02 eta: 12:26:51 time: 0.1516 data_time: 0.0026 loss: 1.3082 03/03 14:02:10 - mmengine - INFO - Epoch(train) [39][4800/5005] lr: 1.0000e-02 eta: 12:26:37 time: 0.1521 data_time: 0.0026 loss: 1.3231 03/03 14:02:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:02:24 - mmengine - INFO - Epoch(train) [39][4900/5005] lr: 1.0000e-02 eta: 12:26:22 time: 0.1465 data_time: 0.0025 loss: 1.2779 03/03 14:02:40 - mmengine - INFO - Epoch(train) [39][5000/5005] lr: 1.0000e-02 eta: 12:26:08 time: 0.1497 data_time: 0.0036 loss: 1.3982 03/03 14:02:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:02:41 - mmengine - INFO - Saving checkpoint at 39 epochs 03/03 14:02:49 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:06 time: 0.0644 data_time: 0.0448 03/03 14:03:17 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 72.4020 accuracy/top5: 91.3420 03/03 14:03:33 - mmengine - INFO - Epoch(train) [40][ 100/5005] lr: 1.0000e-02 eta: 12:25:55 time: 0.1461 data_time: 0.0025 loss: 1.2597 03/03 14:03:48 - mmengine - INFO - Epoch(train) [40][ 200/5005] lr: 1.0000e-02 eta: 12:25:40 time: 0.1455 data_time: 0.0026 loss: 1.5608 03/03 14:04:02 - mmengine - INFO - Epoch(train) [40][ 300/5005] lr: 1.0000e-02 eta: 12:25:25 time: 0.1438 data_time: 0.0025 loss: 1.3111 03/03 14:04:17 - mmengine - INFO - Epoch(train) [40][ 400/5005] lr: 1.0000e-02 eta: 12:25:10 time: 0.1493 data_time: 0.0026 loss: 1.3101 03/03 14:04:32 - mmengine - INFO - Epoch(train) [40][ 500/5005] lr: 1.0000e-02 eta: 12:24:56 time: 0.1447 data_time: 0.0026 loss: 1.2961 03/03 14:04:47 - mmengine - INFO - Epoch(train) [40][ 600/5005] lr: 1.0000e-02 eta: 12:24:42 time: 0.1465 data_time: 0.0026 loss: 1.2062 03/03 14:05:02 - mmengine - INFO - Epoch(train) [40][ 700/5005] lr: 1.0000e-02 eta: 12:24:28 time: 0.1470 data_time: 0.0026 loss: 1.3827 03/03 14:05:17 - mmengine - INFO - Epoch(train) [40][ 800/5005] lr: 1.0000e-02 eta: 12:24:13 time: 0.1502 data_time: 0.0026 loss: 1.3140 03/03 14:05:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:05:33 - mmengine - INFO - Epoch(train) [40][ 900/5005] lr: 1.0000e-02 eta: 12:24:00 time: 0.1776 data_time: 0.0026 loss: 1.2389 03/03 14:05:48 - mmengine - INFO - Epoch(train) [40][1000/5005] lr: 1.0000e-02 eta: 12:23:46 time: 0.1444 data_time: 0.0027 loss: 1.2092 03/03 14:06:03 - mmengine - INFO - Epoch(train) [40][1100/5005] lr: 1.0000e-02 eta: 12:23:31 time: 0.1466 data_time: 0.0026 loss: 1.2330 03/03 14:06:17 - mmengine - INFO - Epoch(train) [40][1200/5005] lr: 1.0000e-02 eta: 12:23:16 time: 0.1437 data_time: 0.0026 loss: 1.2632 03/03 14:06:32 - mmengine - INFO - Epoch(train) [40][1300/5005] lr: 1.0000e-02 eta: 12:23:01 time: 0.1402 data_time: 0.0027 loss: 1.2412 03/03 14:06:47 - mmengine - INFO - Epoch(train) [40][1400/5005] lr: 1.0000e-02 eta: 12:22:47 time: 0.1418 data_time: 0.0026 loss: 1.2977 03/03 14:07:01 - mmengine - INFO - Epoch(train) [40][1500/5005] lr: 1.0000e-02 eta: 12:22:32 time: 0.1436 data_time: 0.0028 loss: 1.2771 03/03 14:07:16 - mmengine - INFO - Epoch(train) [40][1600/5005] lr: 1.0000e-02 eta: 12:22:17 time: 0.1464 data_time: 0.0027 loss: 1.1396 03/03 14:07:31 - mmengine - INFO - Epoch(train) [40][1700/5005] lr: 1.0000e-02 eta: 12:22:02 time: 0.1466 data_time: 0.0025 loss: 1.3262 03/03 14:07:45 - mmengine - INFO - Epoch(train) [40][1800/5005] lr: 1.0000e-02 eta: 12:21:47 time: 0.1390 data_time: 0.0027 loss: 1.1912 03/03 14:07:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:07:59 - mmengine - INFO - Epoch(train) [40][1900/5005] lr: 1.0000e-02 eta: 12:21:31 time: 0.1347 data_time: 0.0028 loss: 1.4631 03/03 14:08:13 - mmengine - INFO - Epoch(train) [40][2000/5005] lr: 1.0000e-02 eta: 12:21:15 time: 0.1325 data_time: 0.0024 loss: 1.1011 03/03 14:08:26 - mmengine - INFO - Epoch(train) [40][2100/5005] lr: 1.0000e-02 eta: 12:20:58 time: 0.1340 data_time: 0.0025 loss: 1.1297 03/03 14:08:40 - mmengine - INFO - Epoch(train) [40][2200/5005] lr: 1.0000e-02 eta: 12:20:43 time: 0.1415 data_time: 0.0025 loss: 1.3375 03/03 14:08:55 - mmengine - INFO - Epoch(train) [40][2300/5005] lr: 1.0000e-02 eta: 12:20:28 time: 0.1447 data_time: 0.0027 loss: 1.0548 03/03 14:09:09 - mmengine - INFO - Epoch(train) [40][2400/5005] lr: 1.0000e-02 eta: 12:20:13 time: 0.1457 data_time: 0.0028 loss: 1.2864 03/03 14:09:24 - mmengine - INFO - Epoch(train) [40][2500/5005] lr: 1.0000e-02 eta: 12:19:58 time: 0.1461 data_time: 0.0027 loss: 1.1816 03/03 14:09:39 - mmengine - INFO - Epoch(train) [40][2600/5005] lr: 1.0000e-02 eta: 12:19:44 time: 0.1495 data_time: 0.0025 loss: 1.2722 03/03 14:09:55 - mmengine - INFO - Epoch(train) [40][2700/5005] lr: 1.0000e-02 eta: 12:19:30 time: 0.1541 data_time: 0.0028 loss: 1.3984 03/03 14:10:11 - mmengine - INFO - Epoch(train) [40][2800/5005] lr: 1.0000e-02 eta: 12:19:18 time: 0.1770 data_time: 0.0023 loss: 1.1718 03/03 14:10:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:10:26 - mmengine - INFO - Epoch(train) [40][2900/5005] lr: 1.0000e-02 eta: 12:19:04 time: 0.1519 data_time: 0.0025 loss: 1.0745 03/03 14:10:41 - mmengine - INFO - Epoch(train) [40][3000/5005] lr: 1.0000e-02 eta: 12:18:49 time: 0.1486 data_time: 0.0024 loss: 1.0964 03/03 14:10:56 - mmengine - INFO - Epoch(train) [40][3100/5005] lr: 1.0000e-02 eta: 12:18:36 time: 0.1442 data_time: 0.0027 loss: 1.3350 03/03 14:11:11 - mmengine - INFO - Epoch(train) [40][3200/5005] lr: 1.0000e-02 eta: 12:18:21 time: 0.1427 data_time: 0.0025 loss: 1.1388 03/03 14:11:25 - mmengine - INFO - Epoch(train) [40][3300/5005] lr: 1.0000e-02 eta: 12:18:06 time: 0.1439 data_time: 0.0028 loss: 1.4052 03/03 14:11:40 - mmengine - INFO - Epoch(train) [40][3400/5005] lr: 1.0000e-02 eta: 12:17:51 time: 0.1466 data_time: 0.0028 loss: 1.2600 03/03 14:11:54 - mmengine - INFO - Epoch(train) [40][3500/5005] lr: 1.0000e-02 eta: 12:17:36 time: 0.1450 data_time: 0.0028 loss: 1.1967 03/03 14:12:09 - mmengine - INFO - Epoch(train) [40][3600/5005] lr: 1.0000e-02 eta: 12:17:21 time: 0.1667 data_time: 0.0027 loss: 1.3876 03/03 14:12:23 - mmengine - INFO - Epoch(train) [40][3700/5005] lr: 1.0000e-02 eta: 12:17:06 time: 0.1489 data_time: 0.0030 loss: 1.3572 03/03 14:12:38 - mmengine - INFO - Epoch(train) [40][3800/5005] lr: 1.0000e-02 eta: 12:16:52 time: 0.1396 data_time: 0.0028 loss: 1.2336 03/03 14:12:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:12:53 - mmengine - INFO - Epoch(train) [40][3900/5005] lr: 1.0000e-02 eta: 12:16:36 time: 0.1410 data_time: 0.0028 loss: 1.1541 03/03 14:13:08 - mmengine - INFO - Epoch(train) [40][4000/5005] lr: 1.0000e-02 eta: 12:16:22 time: 0.1361 data_time: 0.0028 loss: 1.4358 03/03 14:13:22 - mmengine - INFO - Epoch(train) [40][4100/5005] lr: 1.0000e-02 eta: 12:16:06 time: 0.1496 data_time: 0.0026 loss: 1.3097 03/03 14:13:37 - mmengine - INFO - Epoch(train) [40][4200/5005] lr: 1.0000e-02 eta: 12:15:52 time: 0.1487 data_time: 0.0027 loss: 1.4859 03/03 14:13:51 - mmengine - INFO - Epoch(train) [40][4300/5005] lr: 1.0000e-02 eta: 12:15:37 time: 0.1471 data_time: 0.0027 loss: 1.1364 03/03 14:14:06 - mmengine - INFO - Epoch(train) [40][4400/5005] lr: 1.0000e-02 eta: 12:15:22 time: 0.1405 data_time: 0.0026 loss: 0.9880 03/03 14:14:20 - mmengine - INFO - Epoch(train) [40][4500/5005] lr: 1.0000e-02 eta: 12:15:07 time: 0.1525 data_time: 0.0026 loss: 1.2316 03/03 14:14:35 - mmengine - INFO - Epoch(train) [40][4600/5005] lr: 1.0000e-02 eta: 12:14:53 time: 0.1468 data_time: 0.0027 loss: 1.3178 03/03 14:14:51 - mmengine - INFO - Epoch(train) [40][4700/5005] lr: 1.0000e-02 eta: 12:14:39 time: 0.1504 data_time: 0.0028 loss: 1.3412 03/03 14:15:06 - mmengine - INFO - Epoch(train) [40][4800/5005] lr: 1.0000e-02 eta: 12:14:24 time: 0.1497 data_time: 0.0027 loss: 1.2004 03/03 14:15:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:15:20 - mmengine - INFO - Epoch(train) [40][4900/5005] lr: 1.0000e-02 eta: 12:14:10 time: 0.1508 data_time: 0.0027 loss: 1.4081 03/03 14:15:36 - mmengine - INFO - Epoch(train) [40][5000/5005] lr: 1.0000e-02 eta: 12:13:56 time: 0.1563 data_time: 0.0038 loss: 1.2205 03/03 14:15:36 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:15:37 - mmengine - INFO - Saving checkpoint at 40 epochs 03/03 14:15:45 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:06 time: 0.0688 data_time: 0.0492 03/03 14:16:13 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 72.4200 accuracy/top5: 91.1600 03/03 14:16:29 - mmengine - INFO - Epoch(train) [41][ 100/5005] lr: 1.0000e-02 eta: 12:13:42 time: 0.1400 data_time: 0.0027 loss: 1.2834 03/03 14:16:43 - mmengine - INFO - Epoch(train) [41][ 200/5005] lr: 1.0000e-02 eta: 12:13:27 time: 0.1424 data_time: 0.0027 loss: 1.1431 03/03 14:16:58 - mmengine - INFO - Epoch(train) [41][ 300/5005] lr: 1.0000e-02 eta: 12:13:12 time: 0.1502 data_time: 0.0028 loss: 1.2444 03/03 14:17:13 - mmengine - INFO - Epoch(train) [41][ 400/5005] lr: 1.0000e-02 eta: 12:12:57 time: 0.1420 data_time: 0.0026 loss: 1.3109 03/03 14:17:27 - mmengine - INFO - Epoch(train) [41][ 500/5005] lr: 1.0000e-02 eta: 12:12:42 time: 0.1453 data_time: 0.0029 loss: 1.3822 03/03 14:17:43 - mmengine - INFO - Epoch(train) [41][ 600/5005] lr: 1.0000e-02 eta: 12:12:29 time: 0.1525 data_time: 0.0029 loss: 1.4642 03/03 14:17:58 - mmengine - INFO - Epoch(train) [41][ 700/5005] lr: 1.0000e-02 eta: 12:12:15 time: 0.1477 data_time: 0.0026 loss: 1.1756 03/03 14:18:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:18:12 - mmengine - INFO - Epoch(train) [41][ 800/5005] lr: 1.0000e-02 eta: 12:12:00 time: 0.1422 data_time: 0.0030 loss: 1.4227 03/03 14:18:27 - mmengine - INFO - Epoch(train) [41][ 900/5005] lr: 1.0000e-02 eta: 12:11:44 time: 0.1400 data_time: 0.0028 loss: 1.3217 03/03 14:18:41 - mmengine - INFO - Epoch(train) [41][1000/5005] lr: 1.0000e-02 eta: 12:11:29 time: 0.1393 data_time: 0.0029 loss: 1.3575 03/03 14:18:55 - mmengine - INFO - Epoch(train) [41][1100/5005] lr: 1.0000e-02 eta: 12:11:13 time: 0.1435 data_time: 0.0028 loss: 1.2563 03/03 14:19:09 - mmengine - INFO - Epoch(train) [41][1200/5005] lr: 1.0000e-02 eta: 12:10:57 time: 0.1389 data_time: 0.0028 loss: 1.1441 03/03 14:19:23 - mmengine - INFO - Epoch(train) [41][1300/5005] lr: 1.0000e-02 eta: 12:10:42 time: 0.1352 data_time: 0.0028 loss: 1.1619 03/03 14:19:38 - mmengine - INFO - Epoch(train) [41][1400/5005] lr: 1.0000e-02 eta: 12:10:27 time: 0.1404 data_time: 0.0025 loss: 1.3867 03/03 14:19:52 - mmengine - INFO - Epoch(train) [41][1500/5005] lr: 1.0000e-02 eta: 12:10:12 time: 0.1374 data_time: 0.0025 loss: 1.1878 03/03 14:20:06 - mmengine - INFO - Epoch(train) [41][1600/5005] lr: 1.0000e-02 eta: 12:09:56 time: 0.1364 data_time: 0.0025 loss: 1.2532 03/03 14:20:21 - mmengine - INFO - Epoch(train) [41][1700/5005] lr: 1.0000e-02 eta: 12:09:41 time: 0.1472 data_time: 0.0025 loss: 1.2607 03/03 14:20:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:20:35 - mmengine - INFO - Epoch(train) [41][1800/5005] lr: 1.0000e-02 eta: 12:09:26 time: 0.1391 data_time: 0.0026 loss: 1.2623 03/03 14:20:50 - mmengine - INFO - Epoch(train) [41][1900/5005] lr: 1.0000e-02 eta: 12:09:11 time: 0.1452 data_time: 0.0029 loss: 1.5748 03/03 14:21:04 - mmengine - INFO - Epoch(train) [41][2000/5005] lr: 1.0000e-02 eta: 12:08:56 time: 0.1440 data_time: 0.0029 loss: 1.0740 03/03 14:21:19 - mmengine - INFO - Epoch(train) [41][2100/5005] lr: 1.0000e-02 eta: 12:08:41 time: 0.1462 data_time: 0.0029 loss: 1.3649 03/03 14:21:34 - mmengine - INFO - Epoch(train) [41][2200/5005] lr: 1.0000e-02 eta: 12:08:27 time: 0.1670 data_time: 0.0027 loss: 1.2170 03/03 14:21:49 - mmengine - INFO - Epoch(train) [41][2300/5005] lr: 1.0000e-02 eta: 12:08:13 time: 0.1641 data_time: 0.0028 loss: 1.0034 03/03 14:22:04 - mmengine - INFO - Epoch(train) [41][2400/5005] lr: 1.0000e-02 eta: 12:07:58 time: 0.1509 data_time: 0.0028 loss: 1.3509 03/03 14:22:19 - mmengine - INFO - Epoch(train) [41][2500/5005] lr: 1.0000e-02 eta: 12:07:44 time: 0.1489 data_time: 0.0030 loss: 1.3036 03/03 14:22:34 - mmengine - INFO - Epoch(train) [41][2600/5005] lr: 1.0000e-02 eta: 12:07:30 time: 0.1503 data_time: 0.0030 loss: 1.2471 03/03 14:22:49 - mmengine - INFO - Epoch(train) [41][2700/5005] lr: 1.0000e-02 eta: 12:07:16 time: 0.1438 data_time: 0.0025 loss: 1.1446 03/03 14:23:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:23:04 - mmengine - INFO - Epoch(train) [41][2800/5005] lr: 1.0000e-02 eta: 12:07:01 time: 0.1468 data_time: 0.0029 loss: 1.2200 03/03 14:23:18 - mmengine - INFO - Epoch(train) [41][2900/5005] lr: 1.0000e-02 eta: 12:06:46 time: 0.1431 data_time: 0.0026 loss: 1.1635 03/03 14:23:33 - mmengine - INFO - Epoch(train) [41][3000/5005] lr: 1.0000e-02 eta: 12:06:31 time: 0.1478 data_time: 0.0028 loss: 1.2472 03/03 14:23:48 - mmengine - INFO - Epoch(train) [41][3100/5005] lr: 1.0000e-02 eta: 12:06:17 time: 0.1442 data_time: 0.0026 loss: 1.1076 03/03 14:24:02 - mmengine - INFO - Epoch(train) [41][3200/5005] lr: 1.0000e-02 eta: 12:06:02 time: 0.1406 data_time: 0.0026 loss: 1.2711 03/03 14:24:16 - mmengine - INFO - Epoch(train) [41][3300/5005] lr: 1.0000e-02 eta: 12:05:46 time: 0.1446 data_time: 0.0026 loss: 1.1241 03/03 14:24:31 - mmengine - INFO - Epoch(train) [41][3400/5005] lr: 1.0000e-02 eta: 12:05:31 time: 0.1384 data_time: 0.0031 loss: 1.0568 03/03 14:24:45 - mmengine - INFO - Epoch(train) [41][3500/5005] lr: 1.0000e-02 eta: 12:05:15 time: 0.1467 data_time: 0.0029 loss: 1.3768 03/03 14:25:00 - mmengine - INFO - Epoch(train) [41][3600/5005] lr: 1.0000e-02 eta: 12:05:01 time: 0.1745 data_time: 0.0027 loss: 1.1560 03/03 14:25:15 - mmengine - INFO - Epoch(train) [41][3700/5005] lr: 1.0000e-02 eta: 12:04:47 time: 0.1501 data_time: 0.0030 loss: 1.1765 03/03 14:25:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:25:30 - mmengine - INFO - Epoch(train) [41][3800/5005] lr: 1.0000e-02 eta: 12:04:33 time: 0.1499 data_time: 0.0034 loss: 1.2321 03/03 14:25:45 - mmengine - INFO - Epoch(train) [41][3900/5005] lr: 1.0000e-02 eta: 12:04:18 time: 0.1411 data_time: 0.0028 loss: 1.2766 03/03 14:25:59 - mmengine - INFO - Epoch(train) [41][4000/5005] lr: 1.0000e-02 eta: 12:04:03 time: 0.1405 data_time: 0.0027 loss: 1.3802 03/03 14:26:13 - mmengine - INFO - Epoch(train) [41][4100/5005] lr: 1.0000e-02 eta: 12:03:47 time: 0.1477 data_time: 0.0025 loss: 1.3775 03/03 14:26:28 - mmengine - INFO - Epoch(train) [41][4200/5005] lr: 1.0000e-02 eta: 12:03:33 time: 0.1412 data_time: 0.0026 loss: 1.1830 03/03 14:26:43 - mmengine - INFO - Epoch(train) [41][4300/5005] lr: 1.0000e-02 eta: 12:03:18 time: 0.1456 data_time: 0.0029 loss: 1.2325 03/03 14:26:57 - mmengine - INFO - Epoch(train) [41][4400/5005] lr: 1.0000e-02 eta: 12:03:03 time: 0.1405 data_time: 0.0025 loss: 1.2796 03/03 14:27:12 - mmengine - INFO - Epoch(train) [41][4500/5005] lr: 1.0000e-02 eta: 12:02:48 time: 0.1414 data_time: 0.0026 loss: 1.1215 03/03 14:27:27 - mmengine - INFO - Epoch(train) [41][4600/5005] lr: 1.0000e-02 eta: 12:02:33 time: 0.1470 data_time: 0.0026 loss: 1.1151 03/03 14:27:41 - mmengine - INFO - Epoch(train) [41][4700/5005] lr: 1.0000e-02 eta: 12:02:18 time: 0.1483 data_time: 0.0027 loss: 1.0856 03/03 14:27:57 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:27:57 - mmengine - INFO - Epoch(train) [41][4800/5005] lr: 1.0000e-02 eta: 12:02:05 time: 0.1693 data_time: 0.0031 loss: 1.2727 03/03 14:28:12 - mmengine - INFO - Epoch(train) [41][4900/5005] lr: 1.0000e-02 eta: 12:01:51 time: 0.1655 data_time: 0.0033 loss: 1.3109 03/03 14:28:27 - mmengine - INFO - Epoch(train) [41][5000/5005] lr: 1.0000e-02 eta: 12:01:37 time: 0.1459 data_time: 0.0036 loss: 1.1810 03/03 14:28:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:28:28 - mmengine - INFO - Saving checkpoint at 41 epochs 03/03 14:28:36 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:06 time: 0.0642 data_time: 0.0462 03/03 14:29:05 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 72.5040 accuracy/top5: 91.1960 03/03 14:29:21 - mmengine - INFO - Epoch(train) [42][ 100/5005] lr: 1.0000e-02 eta: 12:01:23 time: 0.1415 data_time: 0.0025 loss: 1.3911 03/03 14:29:35 - mmengine - INFO - Epoch(train) [42][ 200/5005] lr: 1.0000e-02 eta: 12:01:08 time: 0.1495 data_time: 0.0024 loss: 1.3280 03/03 14:29:50 - mmengine - INFO - Epoch(train) [42][ 300/5005] lr: 1.0000e-02 eta: 12:00:54 time: 0.1505 data_time: 0.0031 loss: 1.3069 03/03 14:30:05 - mmengine - INFO - Epoch(train) [42][ 400/5005] lr: 1.0000e-02 eta: 12:00:40 time: 0.1504 data_time: 0.0030 loss: 1.4102 03/03 14:30:21 - mmengine - INFO - Epoch(train) [42][ 500/5005] lr: 1.0000e-02 eta: 12:00:26 time: 0.1516 data_time: 0.0033 loss: 1.1959 03/03 14:30:36 - mmengine - INFO - Epoch(train) [42][ 600/5005] lr: 1.0000e-02 eta: 12:00:12 time: 0.1609 data_time: 0.0031 loss: 1.2268 03/03 14:30:51 - mmengine - INFO - Epoch(train) [42][ 700/5005] lr: 1.0000e-02 eta: 11:59:58 time: 0.1541 data_time: 0.0029 loss: 1.2463 03/03 14:31:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:31:06 - mmengine - INFO - Epoch(train) [42][ 800/5005] lr: 1.0000e-02 eta: 11:59:44 time: 0.1453 data_time: 0.0034 loss: 1.2979 03/03 14:31:22 - mmengine - INFO - Epoch(train) [42][ 900/5005] lr: 1.0000e-02 eta: 11:59:30 time: 0.1504 data_time: 0.0029 loss: 1.2824 03/03 14:31:37 - mmengine - INFO - Epoch(train) [42][1000/5005] lr: 1.0000e-02 eta: 11:59:17 time: 0.1515 data_time: 0.0028 loss: 1.1887 03/03 14:31:52 - mmengine - INFO - Epoch(train) [42][1100/5005] lr: 1.0000e-02 eta: 11:59:02 time: 0.1503 data_time: 0.0028 loss: 1.2565 03/03 14:32:07 - mmengine - INFO - Epoch(train) [42][1200/5005] lr: 1.0000e-02 eta: 11:58:48 time: 0.1505 data_time: 0.0025 loss: 1.1959 03/03 14:32:23 - mmengine - INFO - Epoch(train) [42][1300/5005] lr: 1.0000e-02 eta: 11:58:35 time: 0.1490 data_time: 0.0029 loss: 1.3182 03/03 14:32:38 - mmengine - INFO - Epoch(train) [42][1400/5005] lr: 1.0000e-02 eta: 11:58:21 time: 0.1737 data_time: 0.0029 loss: 1.4257 03/03 14:32:53 - mmengine - INFO - Epoch(train) [42][1500/5005] lr: 1.0000e-02 eta: 11:58:06 time: 0.1498 data_time: 0.0029 loss: 1.3007 03/03 14:33:08 - mmengine - INFO - Epoch(train) [42][1600/5005] lr: 1.0000e-02 eta: 11:57:52 time: 0.1495 data_time: 0.0028 loss: 1.2961 03/03 14:33:22 - mmengine - INFO - Epoch(train) [42][1700/5005] lr: 1.0000e-02 eta: 11:57:37 time: 0.1431 data_time: 0.0028 loss: 1.3981 03/03 14:33:36 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:33:37 - mmengine - INFO - Epoch(train) [42][1800/5005] lr: 1.0000e-02 eta: 11:57:22 time: 0.1456 data_time: 0.0030 loss: 1.3550 03/03 14:33:52 - mmengine - INFO - Epoch(train) [42][1900/5005] lr: 1.0000e-02 eta: 11:57:08 time: 0.1431 data_time: 0.0028 loss: 1.4587 03/03 14:34:06 - mmengine - INFO - Epoch(train) [42][2000/5005] lr: 1.0000e-02 eta: 11:56:52 time: 0.1455 data_time: 0.0028 loss: 1.2038 03/03 14:34:21 - mmengine - INFO - Epoch(train) [42][2100/5005] lr: 1.0000e-02 eta: 11:56:38 time: 0.1487 data_time: 0.0027 loss: 1.3009 03/03 14:34:36 - mmengine - INFO - Epoch(train) [42][2200/5005] lr: 1.0000e-02 eta: 11:56:24 time: 0.1462 data_time: 0.0029 loss: 1.3643 03/03 14:34:51 - mmengine - INFO - Epoch(train) [42][2300/5005] lr: 1.0000e-02 eta: 11:56:10 time: 0.1784 data_time: 0.0030 loss: 1.3926 03/03 14:35:07 - mmengine - INFO - Epoch(train) [42][2400/5005] lr: 1.0000e-02 eta: 11:55:56 time: 0.1475 data_time: 0.0029 loss: 1.2774 03/03 14:35:22 - mmengine - INFO - Epoch(train) [42][2500/5005] lr: 1.0000e-02 eta: 11:55:42 time: 0.1442 data_time: 0.0028 loss: 1.2829 03/03 14:35:37 - mmengine - INFO - Epoch(train) [42][2600/5005] lr: 1.0000e-02 eta: 11:55:27 time: 0.1417 data_time: 0.0031 loss: 1.2607 03/03 14:35:51 - mmengine - INFO - Epoch(train) [42][2700/5005] lr: 1.0000e-02 eta: 11:55:13 time: 0.1474 data_time: 0.0027 loss: 1.3903 03/03 14:36:05 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:36:06 - mmengine - INFO - Epoch(train) [42][2800/5005] lr: 1.0000e-02 eta: 11:54:58 time: 0.1363 data_time: 0.0030 loss: 1.2578 03/03 14:36:20 - mmengine - INFO - Epoch(train) [42][2900/5005] lr: 1.0000e-02 eta: 11:54:42 time: 0.1359 data_time: 0.0028 loss: 1.3308 03/03 14:36:34 - mmengine - INFO - Epoch(train) [42][3000/5005] lr: 1.0000e-02 eta: 11:54:26 time: 0.1374 data_time: 0.0030 loss: 1.4246 03/03 14:36:49 - mmengine - INFO - Epoch(train) [42][3100/5005] lr: 1.0000e-02 eta: 11:54:11 time: 0.1450 data_time: 0.0029 loss: 1.3250 03/03 14:37:03 - mmengine - INFO - Epoch(train) [42][3200/5005] lr: 1.0000e-02 eta: 11:53:56 time: 0.1402 data_time: 0.0027 loss: 1.2368 03/03 14:37:17 - mmengine - INFO - Epoch(train) [42][3300/5005] lr: 1.0000e-02 eta: 11:53:40 time: 0.1423 data_time: 0.0029 loss: 1.2869 03/03 14:37:31 - mmengine - INFO - Epoch(train) [42][3400/5005] lr: 1.0000e-02 eta: 11:53:25 time: 0.1355 data_time: 0.0024 loss: 1.2474 03/03 14:37:45 - mmengine - INFO - Epoch(train) [42][3500/5005] lr: 1.0000e-02 eta: 11:53:09 time: 0.1389 data_time: 0.0027 loss: 1.0850 03/03 14:37:59 - mmengine - INFO - Epoch(train) [42][3600/5005] lr: 1.0000e-02 eta: 11:52:54 time: 0.1337 data_time: 0.0026 loss: 1.2568 03/03 14:38:13 - mmengine - INFO - Epoch(train) [42][3700/5005] lr: 1.0000e-02 eta: 11:52:38 time: 0.1420 data_time: 0.0026 loss: 1.2810 03/03 14:38:27 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:38:28 - mmengine - INFO - Epoch(train) [42][3800/5005] lr: 1.0000e-02 eta: 11:52:23 time: 0.1725 data_time: 0.0029 loss: 1.2438 03/03 14:38:43 - mmengine - INFO - Epoch(train) [42][3900/5005] lr: 1.0000e-02 eta: 11:52:09 time: 0.1457 data_time: 0.0030 loss: 1.3574 03/03 14:38:59 - mmengine - INFO - Epoch(train) [42][4000/5005] lr: 1.0000e-02 eta: 11:51:55 time: 0.1539 data_time: 0.0032 loss: 1.3187 03/03 14:39:13 - mmengine - INFO - Epoch(train) [42][4100/5005] lr: 1.0000e-02 eta: 11:51:41 time: 0.1459 data_time: 0.0030 loss: 1.2517 03/03 14:39:28 - mmengine - INFO - Epoch(train) [42][4200/5005] lr: 1.0000e-02 eta: 11:51:26 time: 0.1446 data_time: 0.0033 loss: 1.3080 03/03 14:39:43 - mmengine - INFO - Epoch(train) [42][4300/5005] lr: 1.0000e-02 eta: 11:51:11 time: 0.1428 data_time: 0.0032 loss: 1.1322 03/03 14:39:57 - mmengine - INFO - Epoch(train) [42][4400/5005] lr: 1.0000e-02 eta: 11:50:56 time: 0.1426 data_time: 0.0026 loss: 1.2937 03/03 14:40:11 - mmengine - INFO - Epoch(train) [42][4500/5005] lr: 1.0000e-02 eta: 11:50:40 time: 0.1401 data_time: 0.0024 loss: 1.2325 03/03 14:40:25 - mmengine - INFO - Epoch(train) [42][4600/5005] lr: 1.0000e-02 eta: 11:50:25 time: 0.1414 data_time: 0.0029 loss: 1.1357 03/03 14:40:40 - mmengine - INFO - Epoch(train) [42][4700/5005] lr: 1.0000e-02 eta: 11:50:10 time: 0.1445 data_time: 0.0028 loss: 1.2561 03/03 14:40:53 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:40:54 - mmengine - INFO - Epoch(train) [42][4800/5005] lr: 1.0000e-02 eta: 11:49:55 time: 0.1443 data_time: 0.0031 loss: 1.2950 03/03 14:41:09 - mmengine - INFO - Epoch(train) [42][4900/5005] lr: 1.0000e-02 eta: 11:49:41 time: 0.1520 data_time: 0.0032 loss: 1.3116 03/03 14:41:25 - mmengine - INFO - Epoch(train) [42][5000/5005] lr: 1.0000e-02 eta: 11:49:27 time: 0.1501 data_time: 0.0041 loss: 1.4164 03/03 14:41:26 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:41:26 - mmengine - INFO - Saving checkpoint at 42 epochs 03/03 14:41:34 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:06 time: 0.0630 data_time: 0.0441 03/03 14:42:04 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 72.6180 accuracy/top5: 91.3200 03/03 14:42:20 - mmengine - INFO - Epoch(train) [43][ 100/5005] lr: 1.0000e-02 eta: 11:49:12 time: 0.1408 data_time: 0.0038 loss: 1.3585 03/03 14:42:34 - mmengine - INFO - Epoch(train) [43][ 200/5005] lr: 1.0000e-02 eta: 11:48:57 time: 0.1457 data_time: 0.0032 loss: 1.2925 03/03 14:42:49 - mmengine - INFO - Epoch(train) [43][ 300/5005] lr: 1.0000e-02 eta: 11:48:43 time: 0.1463 data_time: 0.0033 loss: 1.4203 03/03 14:43:04 - mmengine - INFO - Epoch(train) [43][ 400/5005] lr: 1.0000e-02 eta: 11:48:29 time: 0.1511 data_time: 0.0035 loss: 1.1596 03/03 14:43:20 - mmengine - INFO - Epoch(train) [43][ 500/5005] lr: 1.0000e-02 eta: 11:48:15 time: 0.1464 data_time: 0.0029 loss: 1.2236 03/03 14:43:34 - mmengine - INFO - Epoch(train) [43][ 600/5005] lr: 1.0000e-02 eta: 11:48:00 time: 0.1404 data_time: 0.0031 loss: 1.3843 03/03 14:43:49 - mmengine - INFO - Epoch(train) [43][ 700/5005] lr: 1.0000e-02 eta: 11:47:45 time: 0.1538 data_time: 0.0033 loss: 1.2678 03/03 14:44:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:44:04 - mmengine - INFO - Epoch(train) [43][ 800/5005] lr: 1.0000e-02 eta: 11:47:31 time: 0.1501 data_time: 0.0033 loss: 1.2005 03/03 14:44:19 - mmengine - INFO - Epoch(train) [43][ 900/5005] lr: 1.0000e-02 eta: 11:47:18 time: 0.1499 data_time: 0.0032 loss: 1.2068 03/03 14:44:34 - mmengine - INFO - Epoch(train) [43][1000/5005] lr: 1.0000e-02 eta: 11:47:03 time: 0.1487 data_time: 0.0032 loss: 1.2171 03/03 14:44:49 - mmengine - INFO - Epoch(train) [43][1100/5005] lr: 1.0000e-02 eta: 11:46:48 time: 0.1427 data_time: 0.0033 loss: 1.3979 03/03 14:45:03 - mmengine - INFO - Epoch(train) [43][1200/5005] lr: 1.0000e-02 eta: 11:46:33 time: 0.1460 data_time: 0.0033 loss: 1.0208 03/03 14:45:17 - mmengine - INFO - Epoch(train) [43][1300/5005] lr: 1.0000e-02 eta: 11:46:18 time: 0.1414 data_time: 0.0028 loss: 1.2812 03/03 14:45:32 - mmengine - INFO - Epoch(train) [43][1400/5005] lr: 1.0000e-02 eta: 11:46:03 time: 0.1462 data_time: 0.0033 loss: 1.3386 03/03 14:45:47 - mmengine - INFO - Epoch(train) [43][1500/5005] lr: 1.0000e-02 eta: 11:45:49 time: 0.1486 data_time: 0.0035 loss: 1.2209 03/03 14:46:03 - mmengine - INFO - Epoch(train) [43][1600/5005] lr: 1.0000e-02 eta: 11:45:35 time: 0.1432 data_time: 0.0032 loss: 1.1252 03/03 14:46:17 - mmengine - INFO - Epoch(train) [43][1700/5005] lr: 1.0000e-02 eta: 11:45:20 time: 0.1481 data_time: 0.0032 loss: 1.2793 03/03 14:46:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:46:32 - mmengine - INFO - Epoch(train) [43][1800/5005] lr: 1.0000e-02 eta: 11:45:05 time: 0.1427 data_time: 0.0033 loss: 1.2237 03/03 14:46:47 - mmengine - INFO - Epoch(train) [43][1900/5005] lr: 1.0000e-02 eta: 11:44:50 time: 0.1407 data_time: 0.0031 loss: 1.4491 03/03 14:47:00 - mmengine - INFO - Epoch(train) [43][2000/5005] lr: 1.0000e-02 eta: 11:44:34 time: 0.1368 data_time: 0.0030 loss: 1.1496 03/03 14:47:13 - mmengine - INFO - Epoch(train) [43][2100/5005] lr: 1.0000e-02 eta: 11:44:18 time: 0.1332 data_time: 0.0030 loss: 1.1497 03/03 14:47:28 - mmengine - INFO - Epoch(train) [43][2200/5005] lr: 1.0000e-02 eta: 11:44:02 time: 0.1416 data_time: 0.0031 loss: 1.3265 03/03 14:47:42 - mmengine - INFO - Epoch(train) [43][2300/5005] lr: 1.0000e-02 eta: 11:43:47 time: 0.1431 data_time: 0.0033 loss: 1.4636 03/03 14:47:55 - mmengine - INFO - Epoch(train) [43][2400/5005] lr: 1.0000e-02 eta: 11:43:31 time: 0.1392 data_time: 0.0030 loss: 1.2517 03/03 14:48:10 - mmengine - INFO - Epoch(train) [43][2500/5005] lr: 1.0000e-02 eta: 11:43:15 time: 0.1452 data_time: 0.0033 loss: 1.2359 03/03 14:48:24 - mmengine - INFO - Epoch(train) [43][2600/5005] lr: 1.0000e-02 eta: 11:43:00 time: 0.1435 data_time: 0.0029 loss: 1.3486 03/03 14:48:39 - mmengine - INFO - Epoch(train) [43][2700/5005] lr: 1.0000e-02 eta: 11:42:45 time: 0.1442 data_time: 0.0032 loss: 1.2575 03/03 14:48:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:48:53 - mmengine - INFO - Epoch(train) [43][2800/5005] lr: 1.0000e-02 eta: 11:42:30 time: 0.1454 data_time: 0.0032 loss: 1.4040 03/03 14:49:07 - mmengine - INFO - Epoch(train) [43][2900/5005] lr: 1.0000e-02 eta: 11:42:15 time: 0.1374 data_time: 0.0050 loss: 1.1910 03/03 14:49:21 - mmengine - INFO - Epoch(train) [43][3000/5005] lr: 1.0000e-02 eta: 11:41:59 time: 0.1358 data_time: 0.0027 loss: 1.2731 03/03 14:49:35 - mmengine - INFO - Epoch(train) [43][3100/5005] lr: 1.0000e-02 eta: 11:41:43 time: 0.1332 data_time: 0.0028 loss: 1.1075 03/03 14:49:50 - mmengine - INFO - Epoch(train) [43][3200/5005] lr: 1.0000e-02 eta: 11:41:29 time: 0.1415 data_time: 0.0029 loss: 1.2649 03/03 14:50:04 - mmengine - INFO - Epoch(train) [43][3300/5005] lr: 1.0000e-02 eta: 11:41:13 time: 0.1385 data_time: 0.0027 loss: 1.1076 03/03 14:50:18 - mmengine - INFO - Epoch(train) [43][3400/5005] lr: 1.0000e-02 eta: 11:40:57 time: 0.1353 data_time: 0.0026 loss: 1.4142 03/03 14:50:32 - mmengine - INFO - Epoch(train) [43][3500/5005] lr: 1.0000e-02 eta: 11:40:42 time: 0.1381 data_time: 0.0027 loss: 1.4066 03/03 14:50:46 - mmengine - INFO - Epoch(train) [43][3600/5005] lr: 1.0000e-02 eta: 11:40:26 time: 0.1406 data_time: 0.0027 loss: 1.1789 03/03 14:51:00 - mmengine - INFO - Epoch(train) [43][3700/5005] lr: 1.0000e-02 eta: 11:40:10 time: 0.1382 data_time: 0.0026 loss: 1.3447 03/03 14:51:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:51:14 - mmengine - INFO - Epoch(train) [43][3800/5005] lr: 1.0000e-02 eta: 11:39:54 time: 0.1381 data_time: 0.0029 loss: 1.3621 03/03 14:51:28 - mmengine - INFO - Epoch(train) [43][3900/5005] lr: 1.0000e-02 eta: 11:39:40 time: 0.1447 data_time: 0.0030 loss: 1.2401 03/03 14:51:43 - mmengine - INFO - Epoch(train) [43][4000/5005] lr: 1.0000e-02 eta: 11:39:24 time: 0.1410 data_time: 0.0028 loss: 1.2993 03/03 14:51:57 - mmengine - INFO - Epoch(train) [43][4100/5005] lr: 1.0000e-02 eta: 11:39:09 time: 0.1404 data_time: 0.0030 loss: 1.4446 03/03 14:52:12 - mmengine - INFO - Epoch(train) [43][4200/5005] lr: 1.0000e-02 eta: 11:38:54 time: 0.1437 data_time: 0.0030 loss: 1.3488 03/03 14:52:26 - mmengine - INFO - Epoch(train) [43][4300/5005] lr: 1.0000e-02 eta: 11:38:39 time: 0.1438 data_time: 0.0028 loss: 1.2296 03/03 14:52:40 - mmengine - INFO - Epoch(train) [43][4400/5005] lr: 1.0000e-02 eta: 11:38:24 time: 0.1418 data_time: 0.0029 loss: 1.2416 03/03 14:52:54 - mmengine - INFO - Epoch(train) [43][4500/5005] lr: 1.0000e-02 eta: 11:38:08 time: 0.1399 data_time: 0.0031 loss: 1.3815 03/03 14:53:09 - mmengine - INFO - Epoch(train) [43][4600/5005] lr: 1.0000e-02 eta: 11:37:53 time: 0.1428 data_time: 0.0028 loss: 1.6273 03/03 14:53:24 - mmengine - INFO - Epoch(train) [43][4700/5005] lr: 1.0000e-02 eta: 11:37:39 time: 0.1496 data_time: 0.0027 loss: 1.1536 03/03 14:53:37 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:53:39 - mmengine - INFO - Epoch(train) [43][4800/5005] lr: 1.0000e-02 eta: 11:37:25 time: 0.1472 data_time: 0.0028 loss: 1.3573 03/03 14:53:54 - mmengine - INFO - Epoch(train) [43][4900/5005] lr: 1.0000e-02 eta: 11:37:10 time: 0.1488 data_time: 0.0030 loss: 1.3191 03/03 14:54:09 - mmengine - INFO - Epoch(train) [43][5000/5005] lr: 1.0000e-02 eta: 11:36:56 time: 0.1528 data_time: 0.0035 loss: 1.2084 03/03 14:54:10 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:54:10 - mmengine - INFO - Saving checkpoint at 43 epochs 03/03 14:54:18 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:06 time: 0.0621 data_time: 0.0422 03/03 14:54:48 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 72.4820 accuracy/top5: 91.2540 03/03 14:55:03 - mmengine - INFO - Epoch(train) [44][ 100/5005] lr: 1.0000e-02 eta: 11:36:42 time: 0.1412 data_time: 0.0026 loss: 1.1867 03/03 14:55:18 - mmengine - INFO - Epoch(train) [44][ 200/5005] lr: 1.0000e-02 eta: 11:36:28 time: 0.1443 data_time: 0.0027 loss: 1.2700 03/03 14:55:32 - mmengine - INFO - Epoch(train) [44][ 300/5005] lr: 1.0000e-02 eta: 11:36:13 time: 0.1369 data_time: 0.0028 loss: 1.2978 03/03 14:55:46 - mmengine - INFO - Epoch(train) [44][ 400/5005] lr: 1.0000e-02 eta: 11:35:56 time: 0.1352 data_time: 0.0029 loss: 1.1989 03/03 14:56:00 - mmengine - INFO - Epoch(train) [44][ 500/5005] lr: 1.0000e-02 eta: 11:35:41 time: 0.1457 data_time: 0.0028 loss: 1.4477 03/03 14:56:15 - mmengine - INFO - Epoch(train) [44][ 600/5005] lr: 1.0000e-02 eta: 11:35:26 time: 0.1481 data_time: 0.0032 loss: 1.3468 03/03 14:56:29 - mmengine - INFO - Epoch(train) [44][ 700/5005] lr: 1.0000e-02 eta: 11:35:12 time: 0.1446 data_time: 0.0028 loss: 1.1539 03/03 14:56:42 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:56:44 - mmengine - INFO - Epoch(train) [44][ 800/5005] lr: 1.0000e-02 eta: 11:34:57 time: 0.1483 data_time: 0.0025 loss: 1.3889 03/03 14:56:59 - mmengine - INFO - Epoch(train) [44][ 900/5005] lr: 1.0000e-02 eta: 11:34:42 time: 0.1462 data_time: 0.0028 loss: 1.2885 03/03 14:57:14 - mmengine - INFO - Epoch(train) [44][1000/5005] lr: 1.0000e-02 eta: 11:34:27 time: 0.1452 data_time: 0.0029 loss: 1.3003 03/03 14:57:28 - mmengine - INFO - Epoch(train) [44][1100/5005] lr: 1.0000e-02 eta: 11:34:12 time: 0.1378 data_time: 0.0031 loss: 1.2565 03/03 14:57:42 - mmengine - INFO - Epoch(train) [44][1200/5005] lr: 1.0000e-02 eta: 11:33:56 time: 0.1361 data_time: 0.0029 loss: 1.2174 03/03 14:57:56 - mmengine - INFO - Epoch(train) [44][1300/5005] lr: 1.0000e-02 eta: 11:33:41 time: 0.1330 data_time: 0.0030 loss: 1.4164 03/03 14:58:10 - mmengine - INFO - Epoch(train) [44][1400/5005] lr: 1.0000e-02 eta: 11:33:25 time: 0.1394 data_time: 0.0026 loss: 1.1948 03/03 14:58:24 - mmengine - INFO - Epoch(train) [44][1500/5005] lr: 1.0000e-02 eta: 11:33:10 time: 0.1417 data_time: 0.0026 loss: 1.1838 03/03 14:58:39 - mmengine - INFO - Epoch(train) [44][1600/5005] lr: 1.0000e-02 eta: 11:32:55 time: 0.1450 data_time: 0.0027 loss: 1.2946 03/03 14:58:54 - mmengine - INFO - Epoch(train) [44][1700/5005] lr: 1.0000e-02 eta: 11:32:41 time: 0.1479 data_time: 0.0025 loss: 1.1603 03/03 14:59:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 14:59:08 - mmengine - INFO - Epoch(train) [44][1800/5005] lr: 1.0000e-02 eta: 11:32:26 time: 0.1448 data_time: 0.0028 loss: 1.2550 03/03 14:59:23 - mmengine - INFO - Epoch(train) [44][1900/5005] lr: 1.0000e-02 eta: 11:32:11 time: 0.1421 data_time: 0.0029 loss: 1.3125 03/03 14:59:37 - mmengine - INFO - Epoch(train) [44][2000/5005] lr: 1.0000e-02 eta: 11:31:56 time: 0.1384 data_time: 0.0026 loss: 1.2807 03/03 14:59:51 - mmengine - INFO - Epoch(train) [44][2100/5005] lr: 1.0000e-02 eta: 11:31:40 time: 0.1399 data_time: 0.0030 loss: 1.3175 03/03 15:00:05 - mmengine - INFO - Epoch(train) [44][2200/5005] lr: 1.0000e-02 eta: 11:31:24 time: 0.1363 data_time: 0.0028 loss: 1.3885 03/03 15:00:19 - mmengine - INFO - Epoch(train) [44][2300/5005] lr: 1.0000e-02 eta: 11:31:08 time: 0.1426 data_time: 0.0027 loss: 1.1800 03/03 15:00:33 - mmengine - INFO - Epoch(train) [44][2400/5005] lr: 1.0000e-02 eta: 11:30:53 time: 0.1450 data_time: 0.0026 loss: 1.2530 03/03 15:00:47 - mmengine - INFO - Epoch(train) [44][2500/5005] lr: 1.0000e-02 eta: 11:30:38 time: 0.1392 data_time: 0.0028 loss: 1.3752 03/03 15:01:01 - mmengine - INFO - Epoch(train) [44][2600/5005] lr: 1.0000e-02 eta: 11:30:23 time: 0.1421 data_time: 0.0027 loss: 1.0567 03/03 15:01:15 - mmengine - INFO - Epoch(train) [44][2700/5005] lr: 1.0000e-02 eta: 11:30:06 time: 0.1368 data_time: 0.0030 loss: 1.2851 03/03 15:01:27 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:01:29 - mmengine - INFO - Epoch(train) [44][2800/5005] lr: 1.0000e-02 eta: 11:29:51 time: 0.1635 data_time: 0.0027 loss: 1.3080 03/03 15:01:43 - mmengine - INFO - Epoch(train) [44][2900/5005] lr: 1.0000e-02 eta: 11:29:35 time: 0.1620 data_time: 0.0027 loss: 1.1537 03/03 15:01:57 - mmengine - INFO - Epoch(train) [44][3000/5005] lr: 1.0000e-02 eta: 11:29:20 time: 0.1431 data_time: 0.0027 loss: 1.2182 03/03 15:02:12 - mmengine - INFO - Epoch(train) [44][3100/5005] lr: 1.0000e-02 eta: 11:29:05 time: 0.1422 data_time: 0.0025 loss: 1.1605 03/03 15:02:27 - mmengine - INFO - Epoch(train) [44][3200/5005] lr: 1.0000e-02 eta: 11:28:51 time: 0.1478 data_time: 0.0024 loss: 1.2301 03/03 15:02:42 - mmengine - INFO - Epoch(train) [44][3300/5005] lr: 1.0000e-02 eta: 11:28:36 time: 0.1462 data_time: 0.0024 loss: 1.2289 03/03 15:02:57 - mmengine - INFO - Epoch(train) [44][3400/5005] lr: 1.0000e-02 eta: 11:28:21 time: 0.1411 data_time: 0.0029 loss: 1.3051 03/03 15:03:11 - mmengine - INFO - Epoch(train) [44][3500/5005] lr: 1.0000e-02 eta: 11:28:06 time: 0.1367 data_time: 0.0027 loss: 1.2937 03/03 15:03:25 - mmengine - INFO - Epoch(train) [44][3600/5005] lr: 1.0000e-02 eta: 11:27:50 time: 0.1346 data_time: 0.0028 loss: 1.0966 03/03 15:03:39 - mmengine - INFO - Epoch(train) [44][3700/5005] lr: 1.0000e-02 eta: 11:27:35 time: 0.1409 data_time: 0.0028 loss: 1.1452 03/03 15:03:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:03:53 - mmengine - INFO - Epoch(train) [44][3800/5005] lr: 1.0000e-02 eta: 11:27:19 time: 0.1377 data_time: 0.0027 loss: 1.5370 03/03 15:04:07 - mmengine - INFO - Epoch(train) [44][3900/5005] lr: 1.0000e-02 eta: 11:27:04 time: 0.1358 data_time: 0.0029 loss: 1.1602 03/03 15:04:21 - mmengine - INFO - Epoch(train) [44][4000/5005] lr: 1.0000e-02 eta: 11:26:48 time: 0.1435 data_time: 0.0027 loss: 1.3539 03/03 15:04:35 - mmengine - INFO - Epoch(train) [44][4100/5005] lr: 1.0000e-02 eta: 11:26:33 time: 0.1470 data_time: 0.0027 loss: 1.2996 03/03 15:04:49 - mmengine - INFO - Epoch(train) [44][4200/5005] lr: 1.0000e-02 eta: 11:26:17 time: 0.1396 data_time: 0.0027 loss: 1.4240 03/03 15:05:04 - mmengine - INFO - Epoch(train) [44][4300/5005] lr: 1.0000e-02 eta: 11:26:03 time: 0.1512 data_time: 0.0028 loss: 1.2973 03/03 15:05:19 - mmengine - INFO - Epoch(train) [44][4400/5005] lr: 1.0000e-02 eta: 11:25:49 time: 0.1440 data_time: 0.0029 loss: 1.3906 03/03 15:05:34 - mmengine - INFO - Epoch(train) [44][4500/5005] lr: 1.0000e-02 eta: 11:25:34 time: 0.1423 data_time: 0.0026 loss: 1.2450 03/03 15:05:49 - mmengine - INFO - Epoch(train) [44][4600/5005] lr: 1.0000e-02 eta: 11:25:19 time: 0.1413 data_time: 0.0027 loss: 1.2733 03/03 15:06:03 - mmengine - INFO - Epoch(train) [44][4700/5005] lr: 1.0000e-02 eta: 11:25:04 time: 0.1634 data_time: 0.0027 loss: 1.5277 03/03 15:06:15 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:06:17 - mmengine - INFO - Epoch(train) [44][4800/5005] lr: 1.0000e-02 eta: 11:24:49 time: 0.1413 data_time: 0.0028 loss: 1.3446 03/03 15:06:31 - mmengine - INFO - Epoch(train) [44][4900/5005] lr: 1.0000e-02 eta: 11:24:34 time: 0.1447 data_time: 0.0027 loss: 1.1379 03/03 15:06:45 - mmengine - INFO - Epoch(train) [44][5000/5005] lr: 1.0000e-02 eta: 11:24:18 time: 0.1380 data_time: 0.0037 loss: 1.2960 03/03 15:06:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:06:47 - mmengine - INFO - Saving checkpoint at 44 epochs 03/03 15:06:54 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:06 time: 0.0682 data_time: 0.0483 03/03 15:07:23 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 72.4040 accuracy/top5: 91.1480 03/03 15:07:38 - mmengine - INFO - Epoch(train) [45][ 100/5005] lr: 1.0000e-02 eta: 11:24:03 time: 0.1393 data_time: 0.0030 loss: 1.2830 03/03 15:07:52 - mmengine - INFO - Epoch(train) [45][ 200/5005] lr: 1.0000e-02 eta: 11:23:47 time: 0.1367 data_time: 0.0028 loss: 1.2518 03/03 15:08:06 - mmengine - INFO - Epoch(train) [45][ 300/5005] lr: 1.0000e-02 eta: 11:23:32 time: 0.1463 data_time: 0.0030 loss: 1.4022 03/03 15:08:20 - mmengine - INFO - Epoch(train) [45][ 400/5005] lr: 1.0000e-02 eta: 11:23:16 time: 0.1427 data_time: 0.0032 loss: 1.3964 03/03 15:08:35 - mmengine - INFO - Epoch(train) [45][ 500/5005] lr: 1.0000e-02 eta: 11:23:02 time: 0.1477 data_time: 0.0031 loss: 1.1789 03/03 15:08:50 - mmengine - INFO - Epoch(train) [45][ 600/5005] lr: 1.0000e-02 eta: 11:22:47 time: 0.1480 data_time: 0.0029 loss: 1.2609 03/03 15:09:04 - mmengine - INFO - Epoch(train) [45][ 700/5005] lr: 1.0000e-02 eta: 11:22:33 time: 0.1526 data_time: 0.0029 loss: 1.2173 03/03 15:09:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:09:20 - mmengine - INFO - Epoch(train) [45][ 800/5005] lr: 1.0000e-02 eta: 11:22:19 time: 0.1446 data_time: 0.0027 loss: 1.4444 03/03 15:09:35 - mmengine - INFO - Epoch(train) [45][ 900/5005] lr: 1.0000e-02 eta: 11:22:05 time: 0.1708 data_time: 0.0029 loss: 1.2382 03/03 15:09:49 - mmengine - INFO - Epoch(train) [45][1000/5005] lr: 1.0000e-02 eta: 11:21:50 time: 0.1449 data_time: 0.0029 loss: 1.4069 03/03 15:10:04 - mmengine - INFO - Epoch(train) [45][1100/5005] lr: 1.0000e-02 eta: 11:21:35 time: 0.1401 data_time: 0.0028 loss: 1.1963 03/03 15:10:18 - mmengine - INFO - Epoch(train) [45][1200/5005] lr: 1.0000e-02 eta: 11:21:20 time: 0.1366 data_time: 0.0029 loss: 1.2182 03/03 15:10:33 - mmengine - INFO - Epoch(train) [45][1300/5005] lr: 1.0000e-02 eta: 11:21:05 time: 0.1444 data_time: 0.0027 loss: 1.3209 03/03 15:10:47 - mmengine - INFO - Epoch(train) [45][1400/5005] lr: 1.0000e-02 eta: 11:20:50 time: 0.1438 data_time: 0.0027 loss: 1.4099 03/03 15:11:03 - mmengine - INFO - Epoch(train) [45][1500/5005] lr: 1.0000e-02 eta: 11:20:36 time: 0.1728 data_time: 0.0030 loss: 1.2304 03/03 15:11:17 - mmengine - INFO - Epoch(train) [45][1600/5005] lr: 1.0000e-02 eta: 11:20:21 time: 0.1452 data_time: 0.0027 loss: 1.3354 03/03 15:11:32 - mmengine - INFO - Epoch(train) [45][1700/5005] lr: 1.0000e-02 eta: 11:20:06 time: 0.1501 data_time: 0.0026 loss: 1.1328 03/03 15:11:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:11:47 - mmengine - INFO - Epoch(train) [45][1800/5005] lr: 1.0000e-02 eta: 11:19:52 time: 0.1456 data_time: 0.0027 loss: 1.3681 03/03 15:12:02 - mmengine - INFO - Epoch(train) [45][1900/5005] lr: 1.0000e-02 eta: 11:19:37 time: 0.1452 data_time: 0.0027 loss: 1.0354 03/03 15:12:16 - mmengine - INFO - Epoch(train) [45][2000/5005] lr: 1.0000e-02 eta: 11:19:22 time: 0.1434 data_time: 0.0028 loss: 1.3003 03/03 15:12:31 - mmengine - INFO - Epoch(train) [45][2100/5005] lr: 1.0000e-02 eta: 11:19:08 time: 0.1434 data_time: 0.0026 loss: 1.4069 03/03 15:12:45 - mmengine - INFO - Epoch(train) [45][2200/5005] lr: 1.0000e-02 eta: 11:18:53 time: 0.1440 data_time: 0.0027 loss: 1.3653 03/03 15:13:00 - mmengine - INFO - Epoch(train) [45][2300/5005] lr: 1.0000e-02 eta: 11:18:38 time: 0.1416 data_time: 0.0029 loss: 1.2628 03/03 15:13:15 - mmengine - INFO - Epoch(train) [45][2400/5005] lr: 1.0000e-02 eta: 11:18:24 time: 0.1438 data_time: 0.0027 loss: 1.1045 03/03 15:13:30 - mmengine - INFO - Epoch(train) [45][2500/5005] lr: 1.0000e-02 eta: 11:18:09 time: 0.1462 data_time: 0.0027 loss: 1.1366 03/03 15:13:45 - mmengine - INFO - Epoch(train) [45][2600/5005] lr: 1.0000e-02 eta: 11:17:55 time: 0.1486 data_time: 0.0029 loss: 1.1807 03/03 15:13:59 - mmengine - INFO - Epoch(train) [45][2700/5005] lr: 1.0000e-02 eta: 11:17:40 time: 0.1421 data_time: 0.0026 loss: 1.3235 03/03 15:14:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:14:14 - mmengine - INFO - Epoch(train) [45][2800/5005] lr: 1.0000e-02 eta: 11:17:25 time: 0.1448 data_time: 0.0032 loss: 1.2946 03/03 15:14:29 - mmengine - INFO - Epoch(train) [45][2900/5005] lr: 1.0000e-02 eta: 11:17:10 time: 0.1436 data_time: 0.0030 loss: 1.3525 03/03 15:14:43 - mmengine - INFO - Epoch(train) [45][3000/5005] lr: 1.0000e-02 eta: 11:16:55 time: 0.1414 data_time: 0.0026 loss: 1.1473 03/03 15:14:57 - mmengine - INFO - Epoch(train) [45][3100/5005] lr: 1.0000e-02 eta: 11:16:40 time: 0.1417 data_time: 0.0029 loss: 1.0621 03/03 15:15:12 - mmengine - INFO - Epoch(train) [45][3200/5005] lr: 1.0000e-02 eta: 11:16:25 time: 0.1469 data_time: 0.0031 loss: 1.2056 03/03 15:15:27 - mmengine - INFO - Epoch(train) [45][3300/5005] lr: 1.0000e-02 eta: 11:16:11 time: 0.1430 data_time: 0.0030 loss: 1.1554 03/03 15:15:42 - mmengine - INFO - Epoch(train) [45][3400/5005] lr: 1.0000e-02 eta: 11:15:56 time: 0.1432 data_time: 0.0027 loss: 1.1252 03/03 15:15:56 - mmengine - INFO - Epoch(train) [45][3500/5005] lr: 1.0000e-02 eta: 11:15:41 time: 0.1437 data_time: 0.0030 loss: 1.1100 03/03 15:16:10 - mmengine - INFO - Epoch(train) [45][3600/5005] lr: 1.0000e-02 eta: 11:15:26 time: 0.1400 data_time: 0.0031 loss: 1.4823 03/03 15:16:25 - mmengine - INFO - Epoch(train) [45][3700/5005] lr: 1.0000e-02 eta: 11:15:11 time: 0.1468 data_time: 0.0027 loss: 1.1468 03/03 15:16:37 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:16:40 - mmengine - INFO - Epoch(train) [45][3800/5005] lr: 1.0000e-02 eta: 11:14:57 time: 0.1468 data_time: 0.0026 loss: 1.2285 03/03 15:16:54 - mmengine - INFO - Epoch(train) [45][3900/5005] lr: 1.0000e-02 eta: 11:14:42 time: 0.1446 data_time: 0.0030 loss: 1.3586 03/03 15:17:09 - mmengine - INFO - Epoch(train) [45][4000/5005] lr: 1.0000e-02 eta: 11:14:28 time: 0.1449 data_time: 0.0027 loss: 1.1431 03/03 15:17:25 - mmengine - INFO - Epoch(train) [45][4100/5005] lr: 1.0000e-02 eta: 11:14:14 time: 0.1699 data_time: 0.0029 loss: 1.1394 03/03 15:17:39 - mmengine - INFO - Epoch(train) [45][4200/5005] lr: 1.0000e-02 eta: 11:13:59 time: 0.1617 data_time: 0.0027 loss: 1.3888 03/03 15:17:53 - mmengine - INFO - Epoch(train) [45][4300/5005] lr: 1.0000e-02 eta: 11:13:43 time: 0.1418 data_time: 0.0031 loss: 1.1979 03/03 15:18:08 - mmengine - INFO - Epoch(train) [45][4400/5005] lr: 1.0000e-02 eta: 11:13:29 time: 0.1494 data_time: 0.0028 loss: 1.2566 03/03 15:18:23 - mmengine - INFO - Epoch(train) [45][4500/5005] lr: 1.0000e-02 eta: 11:13:14 time: 0.1487 data_time: 0.0030 loss: 1.3524 03/03 15:18:38 - mmengine - INFO - Epoch(train) [45][4600/5005] lr: 1.0000e-02 eta: 11:12:59 time: 0.1467 data_time: 0.0029 loss: 1.4205 03/03 15:18:52 - mmengine - INFO - Epoch(train) [45][4700/5005] lr: 1.0000e-02 eta: 11:12:44 time: 0.1447 data_time: 0.0030 loss: 1.2729 03/03 15:19:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:19:07 - mmengine - INFO - Epoch(train) [45][4800/5005] lr: 1.0000e-02 eta: 11:12:30 time: 0.1469 data_time: 0.0028 loss: 1.2397 03/03 15:19:22 - mmengine - INFO - Epoch(train) [45][4900/5005] lr: 1.0000e-02 eta: 11:12:15 time: 0.1530 data_time: 0.0030 loss: 1.2935 03/03 15:19:38 - mmengine - INFO - Epoch(train) [45][5000/5005] lr: 1.0000e-02 eta: 11:12:02 time: 0.1477 data_time: 0.0041 loss: 1.2750 03/03 15:19:38 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:19:39 - mmengine - INFO - Saving checkpoint at 45 epochs 03/03 15:19:47 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:06 time: 0.0749 data_time: 0.0555 03/03 15:20:16 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 72.4700 accuracy/top5: 91.0760 03/03 15:20:32 - mmengine - INFO - Epoch(train) [46][ 100/5005] lr: 1.0000e-02 eta: 11:11:48 time: 0.1450 data_time: 0.0029 loss: 1.3011 03/03 15:20:47 - mmengine - INFO - Epoch(train) [46][ 200/5005] lr: 1.0000e-02 eta: 11:11:34 time: 0.1436 data_time: 0.0030 loss: 1.0009 03/03 15:21:01 - mmengine - INFO - Epoch(train) [46][ 300/5005] lr: 1.0000e-02 eta: 11:11:18 time: 0.1468 data_time: 0.0030 loss: 1.3178 03/03 15:21:16 - mmengine - INFO - Epoch(train) [46][ 400/5005] lr: 1.0000e-02 eta: 11:11:04 time: 0.1472 data_time: 0.0028 loss: 1.3537 03/03 15:21:31 - mmengine - INFO - Epoch(train) [46][ 500/5005] lr: 1.0000e-02 eta: 11:10:49 time: 0.1380 data_time: 0.0029 loss: 1.1945 03/03 15:21:45 - mmengine - INFO - Epoch(train) [46][ 600/5005] lr: 1.0000e-02 eta: 11:10:34 time: 0.1372 data_time: 0.0029 loss: 1.2061 03/03 15:22:00 - mmengine - INFO - Epoch(train) [46][ 700/5005] lr: 1.0000e-02 eta: 11:10:20 time: 0.1478 data_time: 0.0029 loss: 1.1633 03/03 15:22:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:22:15 - mmengine - INFO - Epoch(train) [46][ 800/5005] lr: 1.0000e-02 eta: 11:10:05 time: 0.1455 data_time: 0.0025 loss: 1.2244 03/03 15:22:30 - mmengine - INFO - Epoch(train) [46][ 900/5005] lr: 1.0000e-02 eta: 11:09:51 time: 0.1445 data_time: 0.0027 loss: 1.0835 03/03 15:22:45 - mmengine - INFO - Epoch(train) [46][1000/5005] lr: 1.0000e-02 eta: 11:09:36 time: 0.1461 data_time: 0.0027 loss: 1.1671 03/03 15:22:59 - mmengine - INFO - Epoch(train) [46][1100/5005] lr: 1.0000e-02 eta: 11:09:21 time: 0.1451 data_time: 0.0028 loss: 1.3131 03/03 15:23:14 - mmengine - INFO - Epoch(train) [46][1200/5005] lr: 1.0000e-02 eta: 11:09:07 time: 0.1467 data_time: 0.0028 loss: 1.1706 03/03 15:23:29 - mmengine - INFO - Epoch(train) [46][1300/5005] lr: 1.0000e-02 eta: 11:08:52 time: 0.1410 data_time: 0.0028 loss: 1.1667 03/03 15:23:43 - mmengine - INFO - Epoch(train) [46][1400/5005] lr: 1.0000e-02 eta: 11:08:36 time: 0.1417 data_time: 0.0026 loss: 1.3074 03/03 15:23:58 - mmengine - INFO - Epoch(train) [46][1500/5005] lr: 1.0000e-02 eta: 11:08:22 time: 0.1456 data_time: 0.0029 loss: 1.2607 03/03 15:24:13 - mmengine - INFO - Epoch(train) [46][1600/5005] lr: 1.0000e-02 eta: 11:08:08 time: 0.1469 data_time: 0.0027 loss: 1.2304 03/03 15:24:27 - mmengine - INFO - Epoch(train) [46][1700/5005] lr: 1.0000e-02 eta: 11:07:53 time: 0.1400 data_time: 0.0027 loss: 1.1334 03/03 15:24:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:24:42 - mmengine - INFO - Epoch(train) [46][1800/5005] lr: 1.0000e-02 eta: 11:07:39 time: 0.1467 data_time: 0.0029 loss: 1.2117 03/03 15:24:57 - mmengine - INFO - Epoch(train) [46][1900/5005] lr: 1.0000e-02 eta: 11:07:24 time: 0.1446 data_time: 0.0025 loss: 1.3998 03/03 15:25:12 - mmengine - INFO - Epoch(train) [46][2000/5005] lr: 1.0000e-02 eta: 11:07:10 time: 0.1509 data_time: 0.0025 loss: 1.2919 03/03 15:25:27 - mmengine - INFO - Epoch(train) [46][2100/5005] lr: 1.0000e-02 eta: 11:06:55 time: 0.1480 data_time: 0.0026 loss: 1.2301 03/03 15:25:42 - mmengine - INFO - Epoch(train) [46][2200/5005] lr: 1.0000e-02 eta: 11:06:40 time: 0.1452 data_time: 0.0029 loss: 1.3721 03/03 15:25:57 - mmengine - INFO - Epoch(train) [46][2300/5005] lr: 1.0000e-02 eta: 11:06:26 time: 0.1477 data_time: 0.0025 loss: 1.0942 03/03 15:26:12 - mmengine - INFO - Epoch(train) [46][2400/5005] lr: 1.0000e-02 eta: 11:06:12 time: 0.1502 data_time: 0.0025 loss: 1.1550 03/03 15:26:26 - mmengine - INFO - Epoch(train) [46][2500/5005] lr: 1.0000e-02 eta: 11:05:57 time: 0.1379 data_time: 0.0028 loss: 1.2250 03/03 15:26:41 - mmengine - INFO - Epoch(train) [46][2600/5005] lr: 1.0000e-02 eta: 11:05:42 time: 0.1409 data_time: 0.0027 loss: 1.4104 03/03 15:26:55 - mmengine - INFO - Epoch(train) [46][2700/5005] lr: 1.0000e-02 eta: 11:05:27 time: 0.1352 data_time: 0.0027 loss: 1.1939 03/03 15:27:05 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:27:09 - mmengine - INFO - Epoch(train) [46][2800/5005] lr: 1.0000e-02 eta: 11:05:11 time: 0.1341 data_time: 0.0029 loss: 1.3001 03/03 15:27:23 - mmengine - INFO - Epoch(train) [46][2900/5005] lr: 1.0000e-02 eta: 11:04:56 time: 0.1399 data_time: 0.0030 loss: 1.4008 03/03 15:27:38 - mmengine - INFO - Epoch(train) [46][3000/5005] lr: 1.0000e-02 eta: 11:04:41 time: 0.1464 data_time: 0.0031 loss: 1.0761 03/03 15:27:53 - mmengine - INFO - Epoch(train) [46][3100/5005] lr: 1.0000e-02 eta: 11:04:27 time: 0.1714 data_time: 0.0028 loss: 1.1504 03/03 15:28:08 - mmengine - INFO - Epoch(train) [46][3200/5005] lr: 1.0000e-02 eta: 11:04:12 time: 0.1464 data_time: 0.0030 loss: 1.1460 03/03 15:28:22 - mmengine - INFO - Epoch(train) [46][3300/5005] lr: 1.0000e-02 eta: 11:03:57 time: 0.1431 data_time: 0.0024 loss: 1.1244 03/03 15:28:37 - mmengine - INFO - Epoch(train) [46][3400/5005] lr: 1.0000e-02 eta: 11:03:42 time: 0.1487 data_time: 0.0026 loss: 1.3043 03/03 15:28:52 - mmengine - INFO - Epoch(train) [46][3500/5005] lr: 1.0000e-02 eta: 11:03:28 time: 0.1474 data_time: 0.0026 loss: 1.2878 03/03 15:29:06 - mmengine - INFO - Epoch(train) [46][3600/5005] lr: 1.0000e-02 eta: 11:03:13 time: 0.1362 data_time: 0.0026 loss: 1.3121 03/03 15:29:20 - mmengine - INFO - Epoch(train) [46][3700/5005] lr: 1.0000e-02 eta: 11:02:58 time: 0.1333 data_time: 0.0026 loss: 1.3718 03/03 15:29:31 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:29:34 - mmengine - INFO - Epoch(train) [46][3800/5005] lr: 1.0000e-02 eta: 11:02:42 time: 0.1401 data_time: 0.0027 loss: 1.2576 03/03 15:29:48 - mmengine - INFO - Epoch(train) [46][3900/5005] lr: 1.0000e-02 eta: 11:02:27 time: 0.1405 data_time: 0.0028 loss: 1.0617 03/03 15:30:03 - mmengine - INFO - Epoch(train) [46][4000/5005] lr: 1.0000e-02 eta: 11:02:12 time: 0.1522 data_time: 0.0031 loss: 1.3842 03/03 15:30:18 - mmengine - INFO - Epoch(train) [46][4100/5005] lr: 1.0000e-02 eta: 11:01:58 time: 0.1481 data_time: 0.0028 loss: 1.3090 03/03 15:30:33 - mmengine - INFO - Epoch(train) [46][4200/5005] lr: 1.0000e-02 eta: 11:01:43 time: 0.1447 data_time: 0.0028 loss: 1.4583 03/03 15:30:48 - mmengine - INFO - Epoch(train) [46][4300/5005] lr: 1.0000e-02 eta: 11:01:29 time: 0.1431 data_time: 0.0029 loss: 1.1614 03/03 15:31:02 - mmengine - INFO - Epoch(train) [46][4400/5005] lr: 1.0000e-02 eta: 11:01:14 time: 0.1361 data_time: 0.0028 loss: 1.3293 03/03 15:31:16 - mmengine - INFO - Epoch(train) [46][4500/5005] lr: 1.0000e-02 eta: 11:00:58 time: 0.1573 data_time: 0.0027 loss: 1.2709 03/03 15:31:31 - mmengine - INFO - Epoch(train) [46][4600/5005] lr: 1.0000e-02 eta: 11:00:43 time: 0.1472 data_time: 0.0025 loss: 1.4242 03/03 15:31:46 - mmengine - INFO - Epoch(train) [46][4700/5005] lr: 1.0000e-02 eta: 11:00:29 time: 0.1484 data_time: 0.0028 loss: 1.2482 03/03 15:31:57 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:32:01 - mmengine - INFO - Epoch(train) [46][4800/5005] lr: 1.0000e-02 eta: 11:00:15 time: 0.1424 data_time: 0.0027 loss: 1.3093 03/03 15:32:15 - mmengine - INFO - Epoch(train) [46][4900/5005] lr: 1.0000e-02 eta: 11:00:00 time: 0.1464 data_time: 0.0026 loss: 1.2124 03/03 15:32:31 - mmengine - INFO - Epoch(train) [46][5000/5005] lr: 1.0000e-02 eta: 10:59:46 time: 0.1641 data_time: 0.0033 loss: 1.3593 03/03 15:32:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:32:32 - mmengine - INFO - Saving checkpoint at 46 epochs 03/03 15:32:40 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:06 time: 0.0677 data_time: 0.0493 03/03 15:33:09 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 72.2600 accuracy/top5: 91.1040 03/03 15:33:24 - mmengine - INFO - Epoch(train) [47][ 100/5005] lr: 1.0000e-02 eta: 10:59:32 time: 0.1411 data_time: 0.0028 loss: 1.1293 03/03 15:33:39 - mmengine - INFO - Epoch(train) [47][ 200/5005] lr: 1.0000e-02 eta: 10:59:17 time: 0.1421 data_time: 0.0033 loss: 1.5378 03/03 15:33:54 - mmengine - INFO - Epoch(train) [47][ 300/5005] lr: 1.0000e-02 eta: 10:59:02 time: 0.1460 data_time: 0.0027 loss: 1.2943 03/03 15:34:08 - mmengine - INFO - Epoch(train) [47][ 400/5005] lr: 1.0000e-02 eta: 10:58:48 time: 0.1458 data_time: 0.0029 loss: 1.2849 03/03 15:34:23 - mmengine - INFO - Epoch(train) [47][ 500/5005] lr: 1.0000e-02 eta: 10:58:33 time: 0.1483 data_time: 0.0031 loss: 1.1465 03/03 15:34:38 - mmengine - INFO - Epoch(train) [47][ 600/5005] lr: 1.0000e-02 eta: 10:58:18 time: 0.1403 data_time: 0.0027 loss: 1.4565 03/03 15:34:52 - mmengine - INFO - Epoch(train) [47][ 700/5005] lr: 1.0000e-02 eta: 10:58:03 time: 0.1446 data_time: 0.0028 loss: 1.3225 03/03 15:35:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:35:07 - mmengine - INFO - Epoch(train) [47][ 800/5005] lr: 1.0000e-02 eta: 10:57:48 time: 0.1461 data_time: 0.0027 loss: 1.2427 03/03 15:35:21 - mmengine - INFO - Epoch(train) [47][ 900/5005] lr: 1.0000e-02 eta: 10:57:33 time: 0.1436 data_time: 0.0026 loss: 1.1155 03/03 15:35:36 - mmengine - INFO - Epoch(train) [47][1000/5005] lr: 1.0000e-02 eta: 10:57:19 time: 0.1409 data_time: 0.0026 loss: 1.3547 03/03 15:35:51 - mmengine - INFO - Epoch(train) [47][1100/5005] lr: 1.0000e-02 eta: 10:57:04 time: 0.1477 data_time: 0.0026 loss: 1.2320 03/03 15:36:05 - mmengine - INFO - Epoch(train) [47][1200/5005] lr: 1.0000e-02 eta: 10:56:49 time: 0.1469 data_time: 0.0025 loss: 1.1958 03/03 15:36:20 - mmengine - INFO - Epoch(train) [47][1300/5005] lr: 1.0000e-02 eta: 10:56:35 time: 0.1475 data_time: 0.0030 loss: 1.1242 03/03 15:36:34 - mmengine - INFO - Epoch(train) [47][1400/5005] lr: 1.0000e-02 eta: 10:56:19 time: 0.1358 data_time: 0.0028 loss: 1.1210 03/03 15:36:48 - mmengine - INFO - Epoch(train) [47][1500/5005] lr: 1.0000e-02 eta: 10:56:04 time: 0.1665 data_time: 0.0027 loss: 1.2612 03/03 15:37:02 - mmengine - INFO - Epoch(train) [47][1600/5005] lr: 1.0000e-02 eta: 10:55:49 time: 0.1451 data_time: 0.0028 loss: 1.3392 03/03 15:37:17 - mmengine - INFO - Epoch(train) [47][1700/5005] lr: 1.0000e-02 eta: 10:55:33 time: 0.1408 data_time: 0.0026 loss: 1.3848 03/03 15:37:27 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:37:31 - mmengine - INFO - Epoch(train) [47][1800/5005] lr: 1.0000e-02 eta: 10:55:18 time: 0.1441 data_time: 0.0027 loss: 1.2696 03/03 15:37:46 - mmengine - INFO - Epoch(train) [47][1900/5005] lr: 1.0000e-02 eta: 10:55:04 time: 0.1455 data_time: 0.0030 loss: 1.2912 03/03 15:38:00 - mmengine - INFO - Epoch(train) [47][2000/5005] lr: 1.0000e-02 eta: 10:54:48 time: 0.1429 data_time: 0.0031 loss: 1.1089 03/03 15:38:16 - mmengine - INFO - Epoch(train) [47][2100/5005] lr: 1.0000e-02 eta: 10:54:35 time: 0.1435 data_time: 0.0027 loss: 1.3150 03/03 15:38:30 - mmengine - INFO - Epoch(train) [47][2200/5005] lr: 1.0000e-02 eta: 10:54:20 time: 0.1418 data_time: 0.0028 loss: 1.0642 03/03 15:38:45 - mmengine - INFO - Epoch(train) [47][2300/5005] lr: 1.0000e-02 eta: 10:54:05 time: 0.1451 data_time: 0.0028 loss: 1.3480 03/03 15:39:00 - mmengine - INFO - Epoch(train) [47][2400/5005] lr: 1.0000e-02 eta: 10:53:51 time: 0.1431 data_time: 0.0028 loss: 1.3104 03/03 15:39:15 - mmengine - INFO - Epoch(train) [47][2500/5005] lr: 1.0000e-02 eta: 10:53:36 time: 0.1454 data_time: 0.0028 loss: 1.0851 03/03 15:39:29 - mmengine - INFO - Epoch(train) [47][2600/5005] lr: 1.0000e-02 eta: 10:53:22 time: 0.1462 data_time: 0.0032 loss: 1.3992 03/03 15:39:44 - mmengine - INFO - Epoch(train) [47][2700/5005] lr: 1.0000e-02 eta: 10:53:07 time: 0.1348 data_time: 0.0033 loss: 1.1898 03/03 15:39:54 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:39:58 - mmengine - INFO - Epoch(train) [47][2800/5005] lr: 1.0000e-02 eta: 10:52:51 time: 0.1432 data_time: 0.0032 loss: 1.3600 03/03 15:40:12 - mmengine - INFO - Epoch(train) [47][2900/5005] lr: 1.0000e-02 eta: 10:52:36 time: 0.1414 data_time: 0.0030 loss: 1.3021 03/03 15:40:27 - mmengine - INFO - Epoch(train) [47][3000/5005] lr: 1.0000e-02 eta: 10:52:22 time: 0.1728 data_time: 0.0029 loss: 1.1397 03/03 15:40:42 - mmengine - INFO - Epoch(train) [47][3100/5005] lr: 1.0000e-02 eta: 10:52:07 time: 0.1454 data_time: 0.0032 loss: 1.2180 03/03 15:40:57 - mmengine - INFO - Epoch(train) [47][3200/5005] lr: 1.0000e-02 eta: 10:51:53 time: 0.1435 data_time: 0.0033 loss: 1.3166 03/03 15:41:12 - mmengine - INFO - Epoch(train) [47][3300/5005] lr: 1.0000e-02 eta: 10:51:39 time: 0.1511 data_time: 0.0029 loss: 1.1523 03/03 15:41:28 - mmengine - INFO - Epoch(train) [47][3400/5005] lr: 1.0000e-02 eta: 10:51:25 time: 0.1521 data_time: 0.0028 loss: 1.3486 03/03 15:41:43 - mmengine - INFO - Epoch(train) [47][3500/5005] lr: 1.0000e-02 eta: 10:51:11 time: 0.1513 data_time: 0.0030 loss: 1.3236 03/03 15:41:58 - mmengine - INFO - Epoch(train) [47][3600/5005] lr: 1.0000e-02 eta: 10:50:57 time: 0.1444 data_time: 0.0026 loss: 1.2229 03/03 15:42:12 - mmengine - INFO - Epoch(train) [47][3700/5005] lr: 1.0000e-02 eta: 10:50:42 time: 0.1434 data_time: 0.0027 loss: 1.1873 03/03 15:42:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:42:27 - mmengine - INFO - Epoch(train) [47][3800/5005] lr: 1.0000e-02 eta: 10:50:27 time: 0.1406 data_time: 0.0029 loss: 1.3433 03/03 15:42:41 - mmengine - INFO - Epoch(train) [47][3900/5005] lr: 1.0000e-02 eta: 10:50:12 time: 0.1403 data_time: 0.0030 loss: 1.2299 03/03 15:42:56 - mmengine - INFO - Epoch(train) [47][4000/5005] lr: 1.0000e-02 eta: 10:49:57 time: 0.1425 data_time: 0.0028 loss: 1.2911 03/03 15:43:10 - mmengine - INFO - Epoch(train) [47][4100/5005] lr: 1.0000e-02 eta: 10:49:42 time: 0.1415 data_time: 0.0032 loss: 1.2264 03/03 15:43:24 - mmengine - INFO - Epoch(train) [47][4200/5005] lr: 1.0000e-02 eta: 10:49:26 time: 0.1400 data_time: 0.0028 loss: 1.3731 03/03 15:43:39 - mmengine - INFO - Epoch(train) [47][4300/5005] lr: 1.0000e-02 eta: 10:49:11 time: 0.1419 data_time: 0.0030 loss: 1.1406 03/03 15:43:53 - mmengine - INFO - Epoch(train) [47][4400/5005] lr: 1.0000e-02 eta: 10:48:57 time: 0.1731 data_time: 0.0027 loss: 1.2455 03/03 15:44:08 - mmengine - INFO - Epoch(train) [47][4500/5005] lr: 1.0000e-02 eta: 10:48:42 time: 0.1472 data_time: 0.0030 loss: 1.3270 03/03 15:44:23 - mmengine - INFO - Epoch(train) [47][4600/5005] lr: 1.0000e-02 eta: 10:48:27 time: 0.1424 data_time: 0.0028 loss: 1.0988 03/03 15:44:37 - mmengine - INFO - Epoch(train) [47][4700/5005] lr: 1.0000e-02 eta: 10:48:12 time: 0.1433 data_time: 0.0029 loss: 1.3881 03/03 15:44:47 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:44:51 - mmengine - INFO - Epoch(train) [47][4800/5005] lr: 1.0000e-02 eta: 10:47:57 time: 0.1373 data_time: 0.0029 loss: 1.2710 03/03 15:45:06 - mmengine - INFO - Epoch(train) [47][4900/5005] lr: 1.0000e-02 eta: 10:47:42 time: 0.1432 data_time: 0.0028 loss: 1.3857 03/03 15:45:20 - mmengine - INFO - Epoch(train) [47][5000/5005] lr: 1.0000e-02 eta: 10:47:27 time: 0.1426 data_time: 0.0039 loss: 1.3308 03/03 15:45:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:45:21 - mmengine - INFO - Saving checkpoint at 47 epochs 03/03 15:45:30 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:07 time: 0.0648 data_time: 0.0442 03/03 15:45:58 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 72.3320 accuracy/top5: 91.1320 03/03 15:46:14 - mmengine - INFO - Epoch(train) [48][ 100/5005] lr: 1.0000e-02 eta: 10:47:13 time: 0.1482 data_time: 0.0033 loss: 1.4127 03/03 15:46:29 - mmengine - INFO - Epoch(train) [48][ 200/5005] lr: 1.0000e-02 eta: 10:46:59 time: 0.1436 data_time: 0.0030 loss: 1.2053 03/03 15:46:43 - mmengine - INFO - Epoch(train) [48][ 300/5005] lr: 1.0000e-02 eta: 10:46:43 time: 0.1326 data_time: 0.0029 loss: 1.3271 03/03 15:46:57 - mmengine - INFO - Epoch(train) [48][ 400/5005] lr: 1.0000e-02 eta: 10:46:28 time: 0.1422 data_time: 0.0031 loss: 1.3533 03/03 15:47:12 - mmengine - INFO - Epoch(train) [48][ 500/5005] lr: 1.0000e-02 eta: 10:46:13 time: 0.1733 data_time: 0.0028 loss: 1.3818 03/03 15:47:26 - mmengine - INFO - Epoch(train) [48][ 600/5005] lr: 1.0000e-02 eta: 10:45:58 time: 0.1390 data_time: 0.0027 loss: 1.2184 03/03 15:47:40 - mmengine - INFO - Epoch(train) [48][ 700/5005] lr: 1.0000e-02 eta: 10:45:43 time: 0.1411 data_time: 0.0033 loss: 1.2718 03/03 15:47:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:47:55 - mmengine - INFO - Epoch(train) [48][ 800/5005] lr: 1.0000e-02 eta: 10:45:28 time: 0.1409 data_time: 0.0028 loss: 1.2192 03/03 15:48:10 - mmengine - INFO - Epoch(train) [48][ 900/5005] lr: 1.0000e-02 eta: 10:45:13 time: 0.1406 data_time: 0.0027 loss: 1.1257 03/03 15:48:24 - mmengine - INFO - Epoch(train) [48][1000/5005] lr: 1.0000e-02 eta: 10:44:58 time: 0.1418 data_time: 0.0028 loss: 1.2774 03/03 15:48:38 - mmengine - INFO - Epoch(train) [48][1100/5005] lr: 1.0000e-02 eta: 10:44:43 time: 0.1414 data_time: 0.0029 loss: 1.2796 03/03 15:48:54 - mmengine - INFO - Epoch(train) [48][1200/5005] lr: 1.0000e-02 eta: 10:44:29 time: 0.1739 data_time: 0.0030 loss: 1.2613 03/03 15:49:09 - mmengine - INFO - Epoch(train) [48][1300/5005] lr: 1.0000e-02 eta: 10:44:14 time: 0.1473 data_time: 0.0032 loss: 1.2982 03/03 15:49:23 - mmengine - INFO - Epoch(train) [48][1400/5005] lr: 1.0000e-02 eta: 10:44:00 time: 0.1434 data_time: 0.0026 loss: 1.3160 03/03 15:49:38 - mmengine - INFO - Epoch(train) [48][1500/5005] lr: 1.0000e-02 eta: 10:43:46 time: 0.1767 data_time: 0.0027 loss: 1.2423 03/03 15:49:53 - mmengine - INFO - Epoch(train) [48][1600/5005] lr: 1.0000e-02 eta: 10:43:31 time: 0.1447 data_time: 0.0030 loss: 1.0068 03/03 15:50:08 - mmengine - INFO - Epoch(train) [48][1700/5005] lr: 1.0000e-02 eta: 10:43:16 time: 0.1453 data_time: 0.0031 loss: 1.2529 03/03 15:50:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:50:22 - mmengine - INFO - Epoch(train) [48][1800/5005] lr: 1.0000e-02 eta: 10:43:01 time: 0.1442 data_time: 0.0030 loss: 1.2792 03/03 15:50:38 - mmengine - INFO - Epoch(train) [48][1900/5005] lr: 1.0000e-02 eta: 10:42:47 time: 0.1552 data_time: 0.0028 loss: 1.2821 03/03 15:50:53 - mmengine - INFO - Epoch(train) [48][2000/5005] lr: 1.0000e-02 eta: 10:42:33 time: 0.1493 data_time: 0.0028 loss: 1.1948 03/03 15:51:08 - mmengine - INFO - Epoch(train) [48][2100/5005] lr: 1.0000e-02 eta: 10:42:19 time: 0.1529 data_time: 0.0032 loss: 1.2207 03/03 15:51:24 - mmengine - INFO - Epoch(train) [48][2200/5005] lr: 1.0000e-02 eta: 10:42:05 time: 0.1533 data_time: 0.0033 loss: 1.1372 03/03 15:51:40 - mmengine - INFO - Epoch(train) [48][2300/5005] lr: 1.0000e-02 eta: 10:41:52 time: 0.1550 data_time: 0.0030 loss: 1.1510 03/03 15:51:55 - mmengine - INFO - Epoch(train) [48][2400/5005] lr: 1.0000e-02 eta: 10:41:38 time: 0.1481 data_time: 0.0028 loss: 1.1711 03/03 15:52:10 - mmengine - INFO - Epoch(train) [48][2500/5005] lr: 1.0000e-02 eta: 10:41:24 time: 0.1431 data_time: 0.0027 loss: 1.1299 03/03 15:52:25 - mmengine - INFO - Epoch(train) [48][2600/5005] lr: 1.0000e-02 eta: 10:41:09 time: 0.1570 data_time: 0.0027 loss: 1.1949 03/03 15:52:41 - mmengine - INFO - Epoch(train) [48][2700/5005] lr: 1.0000e-02 eta: 10:40:56 time: 0.1695 data_time: 0.0029 loss: 1.3179 03/03 15:52:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:52:56 - mmengine - INFO - Epoch(train) [48][2800/5005] lr: 1.0000e-02 eta: 10:40:42 time: 0.1495 data_time: 0.0029 loss: 1.3308 03/03 15:53:11 - mmengine - INFO - Epoch(train) [48][2900/5005] lr: 1.0000e-02 eta: 10:40:27 time: 0.1486 data_time: 0.0029 loss: 1.2884 03/03 15:53:26 - mmengine - INFO - Epoch(train) [48][3000/5005] lr: 1.0000e-02 eta: 10:40:13 time: 0.1456 data_time: 0.0033 loss: 1.1994 03/03 15:53:41 - mmengine - INFO - Epoch(train) [48][3100/5005] lr: 1.0000e-02 eta: 10:39:58 time: 0.1427 data_time: 0.0029 loss: 1.2283 03/03 15:53:55 - mmengine - INFO - Epoch(train) [48][3200/5005] lr: 1.0000e-02 eta: 10:39:43 time: 0.1376 data_time: 0.0030 loss: 1.0864 03/03 15:54:10 - mmengine - INFO - Epoch(train) [48][3300/5005] lr: 1.0000e-02 eta: 10:39:28 time: 0.1458 data_time: 0.0030 loss: 1.2279 03/03 15:54:24 - mmengine - INFO - Epoch(train) [48][3400/5005] lr: 1.0000e-02 eta: 10:39:14 time: 0.1485 data_time: 0.0028 loss: 1.0401 03/03 15:54:39 - mmengine - INFO - Epoch(train) [48][3500/5005] lr: 1.0000e-02 eta: 10:38:59 time: 0.1437 data_time: 0.0027 loss: 1.3354 03/03 15:54:54 - mmengine - INFO - Epoch(train) [48][3600/5005] lr: 1.0000e-02 eta: 10:38:45 time: 0.1557 data_time: 0.0030 loss: 1.6147 03/03 15:55:09 - mmengine - INFO - Epoch(train) [48][3700/5005] lr: 1.0000e-02 eta: 10:38:30 time: 0.1407 data_time: 0.0028 loss: 1.4614 03/03 15:55:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:55:23 - mmengine - INFO - Epoch(train) [48][3800/5005] lr: 1.0000e-02 eta: 10:38:15 time: 0.1461 data_time: 0.0028 loss: 1.4918 03/03 15:55:38 - mmengine - INFO - Epoch(train) [48][3900/5005] lr: 1.0000e-02 eta: 10:38:00 time: 0.1421 data_time: 0.0028 loss: 1.3474 03/03 15:55:53 - mmengine - INFO - Epoch(train) [48][4000/5005] lr: 1.0000e-02 eta: 10:37:46 time: 0.1488 data_time: 0.0027 loss: 1.3573 03/03 15:56:08 - mmengine - INFO - Epoch(train) [48][4100/5005] lr: 1.0000e-02 eta: 10:37:31 time: 0.1481 data_time: 0.0027 loss: 1.2622 03/03 15:56:23 - mmengine - INFO - Epoch(train) [48][4200/5005] lr: 1.0000e-02 eta: 10:37:17 time: 0.1454 data_time: 0.0027 loss: 1.2331 03/03 15:56:38 - mmengine - INFO - Epoch(train) [48][4300/5005] lr: 1.0000e-02 eta: 10:37:03 time: 0.1459 data_time: 0.0026 loss: 1.2877 03/03 15:56:52 - mmengine - INFO - Epoch(train) [48][4400/5005] lr: 1.0000e-02 eta: 10:36:47 time: 0.1428 data_time: 0.0026 loss: 1.1569 03/03 15:57:06 - mmengine - INFO - Epoch(train) [48][4500/5005] lr: 1.0000e-02 eta: 10:36:32 time: 0.1514 data_time: 0.0029 loss: 1.2365 03/03 15:57:21 - mmengine - INFO - Epoch(train) [48][4600/5005] lr: 1.0000e-02 eta: 10:36:17 time: 0.1416 data_time: 0.0026 loss: 1.5044 03/03 15:57:35 - mmengine - INFO - Epoch(train) [48][4700/5005] lr: 1.0000e-02 eta: 10:36:02 time: 0.1424 data_time: 0.0027 loss: 1.1530 03/03 15:57:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:57:49 - mmengine - INFO - Epoch(train) [48][4800/5005] lr: 1.0000e-02 eta: 10:35:47 time: 0.1402 data_time: 0.0027 loss: 1.3793 03/03 15:58:04 - mmengine - INFO - Epoch(train) [48][4900/5005] lr: 1.0000e-02 eta: 10:35:32 time: 0.1419 data_time: 0.0027 loss: 1.1988 03/03 15:58:18 - mmengine - INFO - Epoch(train) [48][5000/5005] lr: 1.0000e-02 eta: 10:35:17 time: 0.1459 data_time: 0.0038 loss: 1.1969 03/03 15:58:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 15:58:19 - mmengine - INFO - Saving checkpoint at 48 epochs 03/03 15:58:27 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:06 time: 0.0593 data_time: 0.0411 03/03 15:58:55 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 72.3380 accuracy/top5: 91.2740 03/03 15:59:12 - mmengine - INFO - Epoch(train) [49][ 100/5005] lr: 1.0000e-02 eta: 10:35:03 time: 0.1459 data_time: 0.0029 loss: 1.3335 03/03 15:59:27 - mmengine - INFO - Epoch(train) [49][ 200/5005] lr: 1.0000e-02 eta: 10:34:50 time: 0.1488 data_time: 0.0029 loss: 1.2541 03/03 15:59:42 - mmengine - INFO - Epoch(train) [49][ 300/5005] lr: 1.0000e-02 eta: 10:34:36 time: 0.1501 data_time: 0.0030 loss: 1.3331 03/03 15:59:58 - mmengine - INFO - Epoch(train) [49][ 400/5005] lr: 1.0000e-02 eta: 10:34:22 time: 0.1476 data_time: 0.0029 loss: 1.2340 03/03 16:00:13 - mmengine - INFO - Epoch(train) [49][ 500/5005] lr: 1.0000e-02 eta: 10:34:08 time: 0.1554 data_time: 0.0030 loss: 1.3314 03/03 16:00:28 - mmengine - INFO - Epoch(train) [49][ 600/5005] lr: 1.0000e-02 eta: 10:33:53 time: 0.1469 data_time: 0.0030 loss: 1.2817 03/03 16:00:43 - mmengine - INFO - Epoch(train) [49][ 700/5005] lr: 1.0000e-02 eta: 10:33:39 time: 0.1491 data_time: 0.0028 loss: 1.2947 03/03 16:00:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:00:58 - mmengine - INFO - Epoch(train) [49][ 800/5005] lr: 1.0000e-02 eta: 10:33:24 time: 0.1478 data_time: 0.0033 loss: 1.2199 03/03 16:01:13 - mmengine - INFO - Epoch(train) [49][ 900/5005] lr: 1.0000e-02 eta: 10:33:10 time: 0.1478 data_time: 0.0028 loss: 1.2674 03/03 16:01:29 - mmengine - INFO - Epoch(train) [49][1000/5005] lr: 1.0000e-02 eta: 10:32:56 time: 0.1445 data_time: 0.0028 loss: 1.2745 03/03 16:01:43 - mmengine - INFO - Epoch(train) [49][1100/5005] lr: 1.0000e-02 eta: 10:32:41 time: 0.1488 data_time: 0.0026 loss: 1.3401 03/03 16:01:58 - mmengine - INFO - Epoch(train) [49][1200/5005] lr: 1.0000e-02 eta: 10:32:27 time: 0.1445 data_time: 0.0029 loss: 1.1435 03/03 16:02:13 - mmengine - INFO - Epoch(train) [49][1300/5005] lr: 1.0000e-02 eta: 10:32:12 time: 0.1425 data_time: 0.0027 loss: 1.1279 03/03 16:02:27 - mmengine - INFO - Epoch(train) [49][1400/5005] lr: 1.0000e-02 eta: 10:31:57 time: 0.1705 data_time: 0.0028 loss: 1.3792 03/03 16:02:42 - mmengine - INFO - Epoch(train) [49][1500/5005] lr: 1.0000e-02 eta: 10:31:43 time: 0.1423 data_time: 0.0028 loss: 1.2849 03/03 16:02:57 - mmengine - INFO - Epoch(train) [49][1600/5005] lr: 1.0000e-02 eta: 10:31:28 time: 0.1447 data_time: 0.0029 loss: 1.2959 03/03 16:03:12 - mmengine - INFO - Epoch(train) [49][1700/5005] lr: 1.0000e-02 eta: 10:31:13 time: 0.1398 data_time: 0.0028 loss: 1.2707 03/03 16:03:20 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:03:26 - mmengine - INFO - Epoch(train) [49][1800/5005] lr: 1.0000e-02 eta: 10:30:58 time: 0.1360 data_time: 0.0029 loss: 1.2896 03/03 16:03:39 - mmengine - INFO - Epoch(train) [49][1900/5005] lr: 1.0000e-02 eta: 10:30:42 time: 0.1399 data_time: 0.0028 loss: 1.2950 03/03 16:03:53 - mmengine - INFO - Epoch(train) [49][2000/5005] lr: 1.0000e-02 eta: 10:30:27 time: 0.1401 data_time: 0.0031 loss: 1.2508 03/03 16:04:07 - mmengine - INFO - Epoch(train) [49][2100/5005] lr: 1.0000e-02 eta: 10:30:11 time: 0.1369 data_time: 0.0030 loss: 1.3306 03/03 16:04:21 - mmengine - INFO - Epoch(train) [49][2200/5005] lr: 1.0000e-02 eta: 10:29:55 time: 0.1348 data_time: 0.0031 loss: 1.3477 03/03 16:04:35 - mmengine - INFO - Epoch(train) [49][2300/5005] lr: 1.0000e-02 eta: 10:29:40 time: 0.1389 data_time: 0.0029 loss: 1.4529 03/03 16:04:49 - mmengine - INFO - Epoch(train) [49][2400/5005] lr: 1.0000e-02 eta: 10:29:25 time: 0.1417 data_time: 0.0028 loss: 1.1961 03/03 16:05:03 - mmengine - INFO - Epoch(train) [49][2500/5005] lr: 1.0000e-02 eta: 10:29:09 time: 0.1334 data_time: 0.0028 loss: 1.2032 03/03 16:05:16 - mmengine - INFO - Epoch(train) [49][2600/5005] lr: 1.0000e-02 eta: 10:28:53 time: 0.1454 data_time: 0.0028 loss: 1.3229 03/03 16:05:31 - mmengine - INFO - Epoch(train) [49][2700/5005] lr: 1.0000e-02 eta: 10:28:38 time: 0.1477 data_time: 0.0028 loss: 1.2529 03/03 16:05:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:05:46 - mmengine - INFO - Epoch(train) [49][2800/5005] lr: 1.0000e-02 eta: 10:28:24 time: 0.1464 data_time: 0.0028 loss: 1.4741 03/03 16:06:00 - mmengine - INFO - Epoch(train) [49][2900/5005] lr: 1.0000e-02 eta: 10:28:09 time: 0.1471 data_time: 0.0029 loss: 1.3867 03/03 16:06:15 - mmengine - INFO - Epoch(train) [49][3000/5005] lr: 1.0000e-02 eta: 10:27:54 time: 0.1678 data_time: 0.0029 loss: 1.4046 03/03 16:06:30 - mmengine - INFO - Epoch(train) [49][3100/5005] lr: 1.0000e-02 eta: 10:27:40 time: 0.1430 data_time: 0.0028 loss: 1.0926 03/03 16:06:45 - mmengine - INFO - Epoch(train) [49][3200/5005] lr: 1.0000e-02 eta: 10:27:25 time: 0.1431 data_time: 0.0029 loss: 1.2745 03/03 16:07:00 - mmengine - INFO - Epoch(train) [49][3300/5005] lr: 1.0000e-02 eta: 10:27:11 time: 0.1462 data_time: 0.0028 loss: 1.2390 03/03 16:07:16 - mmengine - INFO - Epoch(train) [49][3400/5005] lr: 1.0000e-02 eta: 10:26:57 time: 0.1525 data_time: 0.0026 loss: 1.2402 03/03 16:07:31 - mmengine - INFO - Epoch(train) [49][3500/5005] lr: 1.0000e-02 eta: 10:26:43 time: 0.1469 data_time: 0.0029 loss: 1.3222 03/03 16:07:46 - mmengine - INFO - Epoch(train) [49][3600/5005] lr: 1.0000e-02 eta: 10:26:29 time: 0.1523 data_time: 0.0027 loss: 1.2292 03/03 16:08:01 - mmengine - INFO - Epoch(train) [49][3700/5005] lr: 1.0000e-02 eta: 10:26:14 time: 0.1384 data_time: 0.0030 loss: 1.2351 03/03 16:08:09 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:08:15 - mmengine - INFO - Epoch(train) [49][3800/5005] lr: 1.0000e-02 eta: 10:25:59 time: 0.1422 data_time: 0.0029 loss: 1.2560 03/03 16:08:30 - mmengine - INFO - Epoch(train) [49][3900/5005] lr: 1.0000e-02 eta: 10:25:44 time: 0.1438 data_time: 0.0031 loss: 1.2847 03/03 16:08:45 - mmengine - INFO - Epoch(train) [49][4000/5005] lr: 1.0000e-02 eta: 10:25:30 time: 0.1538 data_time: 0.0029 loss: 1.3057 03/03 16:08:59 - mmengine - INFO - Epoch(train) [49][4100/5005] lr: 1.0000e-02 eta: 10:25:15 time: 0.1429 data_time: 0.0028 loss: 1.3897 03/03 16:09:14 - mmengine - INFO - Epoch(train) [49][4200/5005] lr: 1.0000e-02 eta: 10:25:00 time: 0.1459 data_time: 0.0030 loss: 1.4405 03/03 16:09:29 - mmengine - INFO - Epoch(train) [49][4300/5005] lr: 1.0000e-02 eta: 10:24:46 time: 0.1476 data_time: 0.0027 loss: 1.0724 03/03 16:09:44 - mmengine - INFO - Epoch(train) [49][4400/5005] lr: 1.0000e-02 eta: 10:24:32 time: 0.1593 data_time: 0.0029 loss: 1.1882 03/03 16:09:59 - mmengine - INFO - Epoch(train) [49][4500/5005] lr: 1.0000e-02 eta: 10:24:17 time: 0.1476 data_time: 0.0029 loss: 1.1769 03/03 16:10:14 - mmengine - INFO - Epoch(train) [49][4600/5005] lr: 1.0000e-02 eta: 10:24:03 time: 0.1537 data_time: 0.0028 loss: 1.3391 03/03 16:10:28 - mmengine - INFO - Epoch(train) [49][4700/5005] lr: 1.0000e-02 eta: 10:23:48 time: 0.1455 data_time: 0.0029 loss: 1.2111 03/03 16:10:37 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:10:43 - mmengine - INFO - Epoch(train) [49][4800/5005] lr: 1.0000e-02 eta: 10:23:33 time: 0.1407 data_time: 0.0029 loss: 1.3312 03/03 16:10:57 - mmengine - INFO - Epoch(train) [49][4900/5005] lr: 1.0000e-02 eta: 10:23:18 time: 0.1433 data_time: 0.0029 loss: 1.1879 03/03 16:11:11 - mmengine - INFO - Epoch(train) [49][5000/5005] lr: 1.0000e-02 eta: 10:23:02 time: 0.1374 data_time: 0.0037 loss: 1.0524 03/03 16:11:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:11:12 - mmengine - INFO - Saving checkpoint at 49 epochs 03/03 16:11:20 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:06 time: 0.0679 data_time: 0.0479 03/03 16:11:48 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 72.0580 accuracy/top5: 91.1480 03/03 16:12:04 - mmengine - INFO - Epoch(train) [50][ 100/5005] lr: 1.0000e-02 eta: 10:22:48 time: 0.1430 data_time: 0.0032 loss: 1.1793 03/03 16:12:19 - mmengine - INFO - Epoch(train) [50][ 200/5005] lr: 1.0000e-02 eta: 10:22:33 time: 0.1433 data_time: 0.0029 loss: 1.2518 03/03 16:12:33 - mmengine - INFO - Epoch(train) [50][ 300/5005] lr: 1.0000e-02 eta: 10:22:18 time: 0.1407 data_time: 0.0030 loss: 1.2084 03/03 16:12:47 - mmengine - INFO - Epoch(train) [50][ 400/5005] lr: 1.0000e-02 eta: 10:22:03 time: 0.1710 data_time: 0.0027 loss: 1.0656 03/03 16:13:02 - mmengine - INFO - Epoch(train) [50][ 500/5005] lr: 1.0000e-02 eta: 10:21:48 time: 0.1412 data_time: 0.0033 loss: 1.2946 03/03 16:13:17 - mmengine - INFO - Epoch(train) [50][ 600/5005] lr: 1.0000e-02 eta: 10:21:33 time: 0.1474 data_time: 0.0026 loss: 1.0918 03/03 16:13:31 - mmengine - INFO - Epoch(train) [50][ 700/5005] lr: 1.0000e-02 eta: 10:21:19 time: 0.1434 data_time: 0.0029 loss: 1.3351 03/03 16:13:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:13:46 - mmengine - INFO - Epoch(train) [50][ 800/5005] lr: 1.0000e-02 eta: 10:21:04 time: 0.1743 data_time: 0.0028 loss: 1.2993 03/03 16:14:01 - mmengine - INFO - Epoch(train) [50][ 900/5005] lr: 1.0000e-02 eta: 10:20:50 time: 0.1480 data_time: 0.0026 loss: 1.2847 03/03 16:14:16 - mmengine - INFO - Epoch(train) [50][1000/5005] lr: 1.0000e-02 eta: 10:20:35 time: 0.1397 data_time: 0.0032 loss: 1.1941 03/03 16:14:31 - mmengine - INFO - Epoch(train) [50][1100/5005] lr: 1.0000e-02 eta: 10:20:21 time: 0.1511 data_time: 0.0033 loss: 1.3278 03/03 16:14:46 - mmengine - INFO - Epoch(train) [50][1200/5005] lr: 1.0000e-02 eta: 10:20:07 time: 0.1569 data_time: 0.0033 loss: 1.0339 03/03 16:15:02 - mmengine - INFO - Epoch(train) [50][1300/5005] lr: 1.0000e-02 eta: 10:19:53 time: 0.1749 data_time: 0.0030 loss: 1.1412 03/03 16:15:17 - mmengine - INFO - Epoch(train) [50][1400/5005] lr: 1.0000e-02 eta: 10:19:38 time: 0.1465 data_time: 0.0026 loss: 1.1490 03/03 16:15:32 - mmengine - INFO - Epoch(train) [50][1500/5005] lr: 1.0000e-02 eta: 10:19:24 time: 0.1441 data_time: 0.0027 loss: 1.2132 03/03 16:15:46 - mmengine - INFO - Epoch(train) [50][1600/5005] lr: 1.0000e-02 eta: 10:19:09 time: 0.1452 data_time: 0.0028 loss: 1.0458 03/03 16:16:01 - mmengine - INFO - Epoch(train) [50][1700/5005] lr: 1.0000e-02 eta: 10:18:54 time: 0.1430 data_time: 0.0027 loss: 1.2036 03/03 16:16:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:16:15 - mmengine - INFO - Epoch(train) [50][1800/5005] lr: 1.0000e-02 eta: 10:18:39 time: 0.1400 data_time: 0.0027 loss: 1.1027 03/03 16:16:30 - mmengine - INFO - Epoch(train) [50][1900/5005] lr: 1.0000e-02 eta: 10:18:24 time: 0.1414 data_time: 0.0030 loss: 1.2351 03/03 16:16:44 - mmengine - INFO - Epoch(train) [50][2000/5005] lr: 1.0000e-02 eta: 10:18:09 time: 0.1399 data_time: 0.0028 loss: 1.2566 03/03 16:16:58 - mmengine - INFO - Epoch(train) [50][2100/5005] lr: 1.0000e-02 eta: 10:17:54 time: 0.1655 data_time: 0.0027 loss: 1.1874 03/03 16:17:13 - mmengine - INFO - Epoch(train) [50][2200/5005] lr: 1.0000e-02 eta: 10:17:40 time: 0.1524 data_time: 0.0028 loss: 1.2244 03/03 16:17:29 - mmengine - INFO - Epoch(train) [50][2300/5005] lr: 1.0000e-02 eta: 10:17:26 time: 0.1502 data_time: 0.0028 loss: 1.3161 03/03 16:17:44 - mmengine - INFO - Epoch(train) [50][2400/5005] lr: 1.0000e-02 eta: 10:17:12 time: 0.1543 data_time: 0.0027 loss: 1.2628 03/03 16:18:00 - mmengine - INFO - Epoch(train) [50][2500/5005] lr: 1.0000e-02 eta: 10:16:58 time: 0.1418 data_time: 0.0029 loss: 1.3285 03/03 16:18:14 - mmengine - INFO - Epoch(train) [50][2600/5005] lr: 1.0000e-02 eta: 10:16:43 time: 0.1407 data_time: 0.0029 loss: 1.0918 03/03 16:18:29 - mmengine - INFO - Epoch(train) [50][2700/5005] lr: 1.0000e-02 eta: 10:16:29 time: 0.1427 data_time: 0.0028 loss: 1.3203 03/03 16:18:37 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:18:44 - mmengine - INFO - Epoch(train) [50][2800/5005] lr: 1.0000e-02 eta: 10:16:14 time: 0.1463 data_time: 0.0027 loss: 1.2736 03/03 16:18:59 - mmengine - INFO - Epoch(train) [50][2900/5005] lr: 1.0000e-02 eta: 10:15:59 time: 0.1473 data_time: 0.0026 loss: 1.0710 03/03 16:19:13 - mmengine - INFO - Epoch(train) [50][3000/5005] lr: 1.0000e-02 eta: 10:15:45 time: 0.1478 data_time: 0.0026 loss: 1.3458 03/03 16:19:28 - mmengine - INFO - Epoch(train) [50][3100/5005] lr: 1.0000e-02 eta: 10:15:30 time: 0.1720 data_time: 0.0029 loss: 1.1946 03/03 16:19:43 - mmengine - INFO - Epoch(train) [50][3200/5005] lr: 1.0000e-02 eta: 10:15:16 time: 0.1454 data_time: 0.0028 loss: 1.2677 03/03 16:19:58 - mmengine - INFO - Epoch(train) [50][3300/5005] lr: 1.0000e-02 eta: 10:15:01 time: 0.1442 data_time: 0.0026 loss: 1.2857 03/03 16:20:13 - mmengine - INFO - Epoch(train) [50][3400/5005] lr: 1.0000e-02 eta: 10:14:47 time: 0.1537 data_time: 0.0026 loss: 1.0907 03/03 16:20:28 - mmengine - INFO - Epoch(train) [50][3500/5005] lr: 1.0000e-02 eta: 10:14:33 time: 0.1440 data_time: 0.0028 loss: 1.2309 03/03 16:20:43 - mmengine - INFO - Epoch(train) [50][3600/5005] lr: 1.0000e-02 eta: 10:14:18 time: 0.1469 data_time: 0.0025 loss: 1.2211 03/03 16:20:58 - mmengine - INFO - Epoch(train) [50][3700/5005] lr: 1.0000e-02 eta: 10:14:04 time: 0.1494 data_time: 0.0027 loss: 1.1794 03/03 16:21:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:21:12 - mmengine - INFO - Epoch(train) [50][3800/5005] lr: 1.0000e-02 eta: 10:13:49 time: 0.1388 data_time: 0.0031 loss: 1.2253 03/03 16:21:27 - mmengine - INFO - Epoch(train) [50][3900/5005] lr: 1.0000e-02 eta: 10:13:34 time: 0.1488 data_time: 0.0028 loss: 1.2225 03/03 16:21:42 - mmengine - INFO - Epoch(train) [50][4000/5005] lr: 1.0000e-02 eta: 10:13:19 time: 0.1361 data_time: 0.0030 loss: 1.3054 03/03 16:21:56 - mmengine - INFO - Epoch(train) [50][4100/5005] lr: 1.0000e-02 eta: 10:13:04 time: 0.1378 data_time: 0.0029 loss: 1.2669 03/03 16:22:10 - mmengine - INFO - Epoch(train) [50][4200/5005] lr: 1.0000e-02 eta: 10:12:48 time: 0.1420 data_time: 0.0029 loss: 1.3713 03/03 16:22:24 - mmengine - INFO - Epoch(train) [50][4300/5005] lr: 1.0000e-02 eta: 10:12:33 time: 0.1427 data_time: 0.0028 loss: 1.0332 03/03 16:22:39 - mmengine - INFO - Epoch(train) [50][4400/5005] lr: 1.0000e-02 eta: 10:12:19 time: 0.1511 data_time: 0.0033 loss: 1.2039 03/03 16:22:54 - mmengine - INFO - Epoch(train) [50][4500/5005] lr: 1.0000e-02 eta: 10:12:04 time: 0.1488 data_time: 0.0030 loss: 1.3180 03/03 16:23:09 - mmengine - INFO - Epoch(train) [50][4600/5005] lr: 1.0000e-02 eta: 10:11:50 time: 0.1456 data_time: 0.0027 loss: 1.3997 03/03 16:23:23 - mmengine - INFO - Epoch(train) [50][4700/5005] lr: 1.0000e-02 eta: 10:11:35 time: 0.1434 data_time: 0.0028 loss: 1.2284 03/03 16:23:31 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:23:38 - mmengine - INFO - Epoch(train) [50][4800/5005] lr: 1.0000e-02 eta: 10:11:20 time: 0.1385 data_time: 0.0028 loss: 1.3258 03/03 16:23:52 - mmengine - INFO - Epoch(train) [50][4900/5005] lr: 1.0000e-02 eta: 10:11:05 time: 0.1673 data_time: 0.0029 loss: 1.2934 03/03 16:24:07 - mmengine - INFO - Epoch(train) [50][5000/5005] lr: 1.0000e-02 eta: 10:10:50 time: 0.1410 data_time: 0.0036 loss: 1.2816 03/03 16:24:07 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:24:08 - mmengine - INFO - Saving checkpoint at 50 epochs 03/03 16:24:16 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:06 time: 0.0493 data_time: 0.0310 03/03 16:24:45 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 72.4140 accuracy/top5: 91.1300 03/03 16:25:01 - mmengine - INFO - Epoch(train) [51][ 100/5005] lr: 1.0000e-02 eta: 10:10:36 time: 0.1465 data_time: 0.0027 loss: 1.2406 03/03 16:25:16 - mmengine - INFO - Epoch(train) [51][ 200/5005] lr: 1.0000e-02 eta: 10:10:21 time: 0.1439 data_time: 0.0029 loss: 1.3048 03/03 16:25:31 - mmengine - INFO - Epoch(train) [51][ 300/5005] lr: 1.0000e-02 eta: 10:10:07 time: 0.1487 data_time: 0.0032 loss: 1.2459 03/03 16:25:45 - mmengine - INFO - Epoch(train) [51][ 400/5005] lr: 1.0000e-02 eta: 10:09:52 time: 0.1387 data_time: 0.0031 loss: 1.3111 03/03 16:26:00 - mmengine - INFO - Epoch(train) [51][ 500/5005] lr: 1.0000e-02 eta: 10:09:37 time: 0.1363 data_time: 0.0030 loss: 1.1803 03/03 16:26:14 - mmengine - INFO - Epoch(train) [51][ 600/5005] lr: 1.0000e-02 eta: 10:09:22 time: 0.1450 data_time: 0.0029 loss: 1.2958 03/03 16:26:28 - mmengine - INFO - Epoch(train) [51][ 700/5005] lr: 1.0000e-02 eta: 10:09:07 time: 0.1455 data_time: 0.0031 loss: 1.1479 03/03 16:26:36 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:26:43 - mmengine - INFO - Epoch(train) [51][ 800/5005] lr: 1.0000e-02 eta: 10:08:52 time: 0.1425 data_time: 0.0030 loss: 1.1856 03/03 16:26:57 - mmengine - INFO - Epoch(train) [51][ 900/5005] lr: 1.0000e-02 eta: 10:08:37 time: 0.1406 data_time: 0.0028 loss: 1.2731 03/03 16:27:12 - mmengine - INFO - Epoch(train) [51][1000/5005] lr: 1.0000e-02 eta: 10:08:22 time: 0.1409 data_time: 0.0029 loss: 1.1824 03/03 16:27:27 - mmengine - INFO - Epoch(train) [51][1100/5005] lr: 1.0000e-02 eta: 10:08:08 time: 0.1468 data_time: 0.0031 loss: 1.2552 03/03 16:27:42 - mmengine - INFO - Epoch(train) [51][1200/5005] lr: 1.0000e-02 eta: 10:07:53 time: 0.1453 data_time: 0.0029 loss: 1.2457 03/03 16:27:56 - mmengine - INFO - Epoch(train) [51][1300/5005] lr: 1.0000e-02 eta: 10:07:39 time: 0.1363 data_time: 0.0028 loss: 1.2123 03/03 16:28:11 - mmengine - INFO - Epoch(train) [51][1400/5005] lr: 1.0000e-02 eta: 10:07:24 time: 0.1481 data_time: 0.0028 loss: 1.2348 03/03 16:28:26 - mmengine - INFO - Epoch(train) [51][1500/5005] lr: 1.0000e-02 eta: 10:07:10 time: 0.1383 data_time: 0.0029 loss: 1.3832 03/03 16:28:41 - mmengine - INFO - Epoch(train) [51][1600/5005] lr: 1.0000e-02 eta: 10:06:55 time: 0.1506 data_time: 0.0029 loss: 1.1371 03/03 16:28:56 - mmengine - INFO - Epoch(train) [51][1700/5005] lr: 1.0000e-02 eta: 10:06:41 time: 0.1380 data_time: 0.0027 loss: 1.1284 03/03 16:29:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:29:10 - mmengine - INFO - Epoch(train) [51][1800/5005] lr: 1.0000e-02 eta: 10:06:26 time: 0.1381 data_time: 0.0029 loss: 1.2359 03/03 16:29:25 - mmengine - INFO - Epoch(train) [51][1900/5005] lr: 1.0000e-02 eta: 10:06:11 time: 0.1411 data_time: 0.0028 loss: 1.4709 03/03 16:29:39 - mmengine - INFO - Epoch(train) [51][2000/5005] lr: 1.0000e-02 eta: 10:05:56 time: 0.1389 data_time: 0.0029 loss: 1.1811 03/03 16:29:53 - mmengine - INFO - Epoch(train) [51][2100/5005] lr: 1.0000e-02 eta: 10:05:40 time: 0.1389 data_time: 0.0028 loss: 1.1156 03/03 16:30:07 - mmengine - INFO - Epoch(train) [51][2200/5005] lr: 1.0000e-02 eta: 10:05:25 time: 0.1338 data_time: 0.0033 loss: 1.1656 03/03 16:30:21 - mmengine - INFO - Epoch(train) [51][2300/5005] lr: 1.0000e-02 eta: 10:05:09 time: 0.1374 data_time: 0.0027 loss: 1.2502 03/03 16:30:35 - mmengine - INFO - Epoch(train) [51][2400/5005] lr: 1.0000e-02 eta: 10:04:54 time: 0.1410 data_time: 0.0030 loss: 1.2871 03/03 16:30:49 - mmengine - INFO - Epoch(train) [51][2500/5005] lr: 1.0000e-02 eta: 10:04:39 time: 0.1405 data_time: 0.0033 loss: 1.1034 03/03 16:31:04 - mmengine - INFO - Epoch(train) [51][2600/5005] lr: 1.0000e-02 eta: 10:04:24 time: 0.1465 data_time: 0.0030 loss: 1.2411 03/03 16:31:18 - mmengine - INFO - Epoch(train) [51][2700/5005] lr: 1.0000e-02 eta: 10:04:10 time: 0.1383 data_time: 0.0029 loss: 1.1497 03/03 16:31:26 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:31:33 - mmengine - INFO - Epoch(train) [51][2800/5005] lr: 1.0000e-02 eta: 10:03:55 time: 0.1434 data_time: 0.0029 loss: 1.2200 03/03 16:31:48 - mmengine - INFO - Epoch(train) [51][2900/5005] lr: 1.0000e-02 eta: 10:03:40 time: 0.1407 data_time: 0.0032 loss: 1.2490 03/03 16:32:02 - mmengine - INFO - Epoch(train) [51][3000/5005] lr: 1.0000e-02 eta: 10:03:25 time: 0.1467 data_time: 0.0028 loss: 1.2011 03/03 16:32:17 - mmengine - INFO - Epoch(train) [51][3100/5005] lr: 1.0000e-02 eta: 10:03:10 time: 0.1470 data_time: 0.0032 loss: 1.1380 03/03 16:32:32 - mmengine - INFO - Epoch(train) [51][3200/5005] lr: 1.0000e-02 eta: 10:02:56 time: 0.1715 data_time: 0.0028 loss: 1.1389 03/03 16:32:46 - mmengine - INFO - Epoch(train) [51][3300/5005] lr: 1.0000e-02 eta: 10:02:41 time: 0.1470 data_time: 0.0030 loss: 1.4877 03/03 16:33:01 - mmengine - INFO - Epoch(train) [51][3400/5005] lr: 1.0000e-02 eta: 10:02:27 time: 0.1592 data_time: 0.0027 loss: 1.3837 03/03 16:33:16 - mmengine - INFO - Epoch(train) [51][3500/5005] lr: 1.0000e-02 eta: 10:02:12 time: 0.1461 data_time: 0.0028 loss: 1.1599 03/03 16:33:30 - mmengine - INFO - Epoch(train) [51][3600/5005] lr: 1.0000e-02 eta: 10:01:57 time: 0.1411 data_time: 0.0029 loss: 1.2715 03/03 16:33:45 - mmengine - INFO - Epoch(train) [51][3700/5005] lr: 1.0000e-02 eta: 10:01:42 time: 0.1395 data_time: 0.0029 loss: 1.1955 03/03 16:33:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:33:59 - mmengine - INFO - Epoch(train) [51][3800/5005] lr: 1.0000e-02 eta: 10:01:27 time: 0.1444 data_time: 0.0029 loss: 1.3726 03/03 16:34:14 - mmengine - INFO - Epoch(train) [51][3900/5005] lr: 1.0000e-02 eta: 10:01:13 time: 0.1474 data_time: 0.0030 loss: 1.2358 03/03 16:34:29 - mmengine - INFO - Epoch(train) [51][4000/5005] lr: 1.0000e-02 eta: 10:00:58 time: 0.1444 data_time: 0.0029 loss: 1.2878 03/03 16:34:44 - mmengine - INFO - Epoch(train) [51][4100/5005] lr: 1.0000e-02 eta: 10:00:44 time: 0.1529 data_time: 0.0030 loss: 1.2457 03/03 16:35:00 - mmengine - INFO - Epoch(train) [51][4200/5005] lr: 1.0000e-02 eta: 10:00:30 time: 0.1507 data_time: 0.0028 loss: 1.2052 03/03 16:35:16 - mmengine - INFO - Epoch(train) [51][4300/5005] lr: 1.0000e-02 eta: 10:00:16 time: 0.1499 data_time: 0.0028 loss: 1.2145 03/03 16:35:31 - mmengine - INFO - Epoch(train) [51][4400/5005] lr: 1.0000e-02 eta: 10:00:02 time: 0.1735 data_time: 0.0029 loss: 1.5283 03/03 16:35:46 - mmengine - INFO - Epoch(train) [51][4500/5005] lr: 1.0000e-02 eta: 9:59:48 time: 0.1500 data_time: 0.0027 loss: 1.4809 03/03 16:36:01 - mmengine - INFO - Epoch(train) [51][4600/5005] lr: 1.0000e-02 eta: 9:59:34 time: 0.1529 data_time: 0.0027 loss: 1.2224 03/03 16:36:16 - mmengine - INFO - Epoch(train) [51][4700/5005] lr: 1.0000e-02 eta: 9:59:19 time: 0.1466 data_time: 0.0029 loss: 1.3325 03/03 16:36:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:36:31 - mmengine - INFO - Epoch(train) [51][4800/5005] lr: 1.0000e-02 eta: 9:59:04 time: 0.1497 data_time: 0.0029 loss: 1.2846 03/03 16:36:45 - mmengine - INFO - Epoch(train) [51][4900/5005] lr: 1.0000e-02 eta: 9:58:49 time: 0.1398 data_time: 0.0029 loss: 1.0926 03/03 16:37:00 - mmengine - INFO - Epoch(train) [51][5000/5005] lr: 1.0000e-02 eta: 9:58:35 time: 0.1520 data_time: 0.0038 loss: 1.0829 03/03 16:37:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:37:01 - mmengine - INFO - Saving checkpoint at 51 epochs 03/03 16:37:09 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:06 time: 0.0650 data_time: 0.0468 03/03 16:37:38 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 72.0380 accuracy/top5: 91.0120 03/03 16:37:54 - mmengine - INFO - Epoch(train) [52][ 100/5005] lr: 1.0000e-02 eta: 9:58:21 time: 0.1517 data_time: 0.0029 loss: 1.1463 03/03 16:38:10 - mmengine - INFO - Epoch(train) [52][ 200/5005] lr: 1.0000e-02 eta: 9:58:07 time: 0.1532 data_time: 0.0028 loss: 1.0677 03/03 16:38:25 - mmengine - INFO - Epoch(train) [52][ 300/5005] lr: 1.0000e-02 eta: 9:57:53 time: 0.1492 data_time: 0.0028 loss: 1.3020 03/03 16:38:40 - mmengine - INFO - Epoch(train) [52][ 400/5005] lr: 1.0000e-02 eta: 9:57:39 time: 0.1483 data_time: 0.0028 loss: 1.5067 03/03 16:38:55 - mmengine - INFO - Epoch(train) [52][ 500/5005] lr: 1.0000e-02 eta: 9:57:24 time: 0.1457 data_time: 0.0031 loss: 1.3618 03/03 16:39:09 - mmengine - INFO - Epoch(train) [52][ 600/5005] lr: 1.0000e-02 eta: 9:57:09 time: 0.1439 data_time: 0.0031 loss: 1.2047 03/03 16:39:25 - mmengine - INFO - Epoch(train) [52][ 700/5005] lr: 1.0000e-02 eta: 9:56:55 time: 0.1471 data_time: 0.0030 loss: 1.1767 03/03 16:39:31 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:39:40 - mmengine - INFO - Epoch(train) [52][ 800/5005] lr: 1.0000e-02 eta: 9:56:41 time: 0.1477 data_time: 0.0029 loss: 1.3189 03/03 16:39:55 - mmengine - INFO - Epoch(train) [52][ 900/5005] lr: 1.0000e-02 eta: 9:56:27 time: 0.1555 data_time: 0.0031 loss: 1.3215 03/03 16:40:10 - mmengine - INFO - Epoch(train) [52][1000/5005] lr: 1.0000e-02 eta: 9:56:12 time: 0.1439 data_time: 0.0031 loss: 1.4118 03/03 16:40:25 - mmengine - INFO - Epoch(train) [52][1100/5005] lr: 1.0000e-02 eta: 9:55:58 time: 0.1444 data_time: 0.0029 loss: 1.2697 03/03 16:40:40 - mmengine - INFO - Epoch(train) [52][1200/5005] lr: 1.0000e-02 eta: 9:55:43 time: 0.1480 data_time: 0.0028 loss: 1.2643 03/03 16:40:55 - mmengine - INFO - Epoch(train) [52][1300/5005] lr: 1.0000e-02 eta: 9:55:29 time: 0.1498 data_time: 0.0027 loss: 1.1764 03/03 16:41:10 - mmengine - INFO - Epoch(train) [52][1400/5005] lr: 1.0000e-02 eta: 9:55:15 time: 0.1467 data_time: 0.0029 loss: 1.3632 03/03 16:41:26 - mmengine - INFO - Epoch(train) [52][1500/5005] lr: 1.0000e-02 eta: 9:55:01 time: 0.1459 data_time: 0.0030 loss: 1.1148 03/03 16:41:41 - mmengine - INFO - Epoch(train) [52][1600/5005] lr: 1.0000e-02 eta: 9:54:47 time: 0.1747 data_time: 0.0032 loss: 1.2075 03/03 16:41:56 - mmengine - INFO - Epoch(train) [52][1700/5005] lr: 1.0000e-02 eta: 9:54:33 time: 0.1500 data_time: 0.0031 loss: 1.3736 03/03 16:42:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:42:11 - mmengine - INFO - Epoch(train) [52][1800/5005] lr: 1.0000e-02 eta: 9:54:18 time: 0.1483 data_time: 0.0030 loss: 1.2837 03/03 16:42:27 - mmengine - INFO - Epoch(train) [52][1900/5005] lr: 1.0000e-02 eta: 9:54:04 time: 0.1572 data_time: 0.0027 loss: 1.2789 03/03 16:42:42 - mmengine - INFO - Epoch(train) [52][2000/5005] lr: 1.0000e-02 eta: 9:53:50 time: 0.1419 data_time: 0.0030 loss: 1.3588 03/03 16:42:57 - mmengine - INFO - Epoch(train) [52][2100/5005] lr: 1.0000e-02 eta: 9:53:36 time: 0.1494 data_time: 0.0030 loss: 1.3184 03/03 16:43:12 - mmengine - INFO - Epoch(train) [52][2200/5005] lr: 1.0000e-02 eta: 9:53:21 time: 0.1452 data_time: 0.0030 loss: 1.2671 03/03 16:43:26 - mmengine - INFO - Epoch(train) [52][2300/5005] lr: 1.0000e-02 eta: 9:53:06 time: 0.1485 data_time: 0.0028 loss: 1.2501 03/03 16:43:42 - mmengine - INFO - Epoch(train) [52][2400/5005] lr: 1.0000e-02 eta: 9:52:52 time: 0.1494 data_time: 0.0026 loss: 1.2733 03/03 16:43:57 - mmengine - INFO - Epoch(train) [52][2500/5005] lr: 1.0000e-02 eta: 9:52:38 time: 0.1462 data_time: 0.0029 loss: 1.2277 03/03 16:44:12 - mmengine - INFO - Epoch(train) [52][2600/5005] lr: 1.0000e-02 eta: 9:52:23 time: 0.1411 data_time: 0.0027 loss: 1.1821 03/03 16:44:27 - mmengine - INFO - Epoch(train) [52][2700/5005] lr: 1.0000e-02 eta: 9:52:09 time: 0.1500 data_time: 0.0029 loss: 1.3719 03/03 16:44:33 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:44:41 - mmengine - INFO - Epoch(train) [52][2800/5005] lr: 1.0000e-02 eta: 9:51:54 time: 0.1497 data_time: 0.0032 loss: 1.2362 03/03 16:44:56 - mmengine - INFO - Epoch(train) [52][2900/5005] lr: 1.0000e-02 eta: 9:51:40 time: 0.1458 data_time: 0.0031 loss: 1.3722 03/03 16:45:11 - mmengine - INFO - Epoch(train) [52][3000/5005] lr: 1.0000e-02 eta: 9:51:25 time: 0.1547 data_time: 0.0026 loss: 1.2520 03/03 16:45:26 - mmengine - INFO - Epoch(train) [52][3100/5005] lr: 1.0000e-02 eta: 9:51:11 time: 0.1451 data_time: 0.0028 loss: 1.3826 03/03 16:45:42 - mmengine - INFO - Epoch(train) [52][3200/5005] lr: 1.0000e-02 eta: 9:50:57 time: 0.1541 data_time: 0.0030 loss: 1.2477 03/03 16:45:57 - mmengine - INFO - Epoch(train) [52][3300/5005] lr: 1.0000e-02 eta: 9:50:43 time: 0.1532 data_time: 0.0029 loss: 1.2889 03/03 16:46:13 - mmengine - INFO - Epoch(train) [52][3400/5005] lr: 1.0000e-02 eta: 9:50:29 time: 0.1501 data_time: 0.0030 loss: 1.1542 03/03 16:46:28 - mmengine - INFO - Epoch(train) [52][3500/5005] lr: 1.0000e-02 eta: 9:50:15 time: 0.1527 data_time: 0.0029 loss: 1.4194 03/03 16:46:44 - mmengine - INFO - Epoch(train) [52][3600/5005] lr: 1.0000e-02 eta: 9:50:01 time: 0.1467 data_time: 0.0030 loss: 1.3490 03/03 16:46:59 - mmengine - INFO - Epoch(train) [52][3700/5005] lr: 1.0000e-02 eta: 9:49:47 time: 0.1535 data_time: 0.0031 loss: 1.2423 03/03 16:47:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:47:14 - mmengine - INFO - Epoch(train) [52][3800/5005] lr: 1.0000e-02 eta: 9:49:33 time: 0.1525 data_time: 0.0029 loss: 1.1252 03/03 16:47:29 - mmengine - INFO - Epoch(train) [52][3900/5005] lr: 1.0000e-02 eta: 9:49:19 time: 0.1509 data_time: 0.0027 loss: 1.2437 03/03 16:47:45 - mmengine - INFO - Epoch(train) [52][4000/5005] lr: 1.0000e-02 eta: 9:49:05 time: 0.1523 data_time: 0.0028 loss: 1.3978 03/03 16:48:01 - mmengine - INFO - Epoch(train) [52][4100/5005] lr: 1.0000e-02 eta: 9:48:51 time: 0.1547 data_time: 0.0033 loss: 1.2166 03/03 16:48:16 - mmengine - INFO - Epoch(train) [52][4200/5005] lr: 1.0000e-02 eta: 9:48:37 time: 0.1517 data_time: 0.0031 loss: 1.4017 03/03 16:48:31 - mmengine - INFO - Epoch(train) [52][4300/5005] lr: 1.0000e-02 eta: 9:48:22 time: 0.1472 data_time: 0.0031 loss: 1.2557 03/03 16:48:46 - mmengine - INFO - Epoch(train) [52][4400/5005] lr: 1.0000e-02 eta: 9:48:08 time: 0.1552 data_time: 0.0031 loss: 1.1927 03/03 16:49:02 - mmengine - INFO - Epoch(train) [52][4500/5005] lr: 1.0000e-02 eta: 9:47:54 time: 0.1622 data_time: 0.0030 loss: 1.2706 03/03 16:49:17 - mmengine - INFO - Epoch(train) [52][4600/5005] lr: 1.0000e-02 eta: 9:47:40 time: 0.1454 data_time: 0.0029 loss: 1.0666 03/03 16:49:32 - mmengine - INFO - Epoch(train) [52][4700/5005] lr: 1.0000e-02 eta: 9:47:25 time: 0.1556 data_time: 0.0032 loss: 1.2774 03/03 16:49:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:49:47 - mmengine - INFO - Epoch(train) [52][4800/5005] lr: 1.0000e-02 eta: 9:47:12 time: 0.1518 data_time: 0.0031 loss: 1.3597 03/03 16:50:03 - mmengine - INFO - Epoch(train) [52][4900/5005] lr: 1.0000e-02 eta: 9:46:57 time: 0.1461 data_time: 0.0031 loss: 1.1932 03/03 16:50:18 - mmengine - INFO - Epoch(train) [52][5000/5005] lr: 1.0000e-02 eta: 9:46:43 time: 0.1526 data_time: 0.0039 loss: 1.3633 03/03 16:50:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:50:19 - mmengine - INFO - Saving checkpoint at 52 epochs 03/03 16:50:27 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:06 time: 0.0619 data_time: 0.0427 03/03 16:50:57 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 71.9860 accuracy/top5: 91.0300 03/03 16:51:13 - mmengine - INFO - Epoch(train) [53][ 100/5005] lr: 1.0000e-02 eta: 9:46:29 time: 0.1431 data_time: 0.0031 loss: 1.1028 03/03 16:51:28 - mmengine - INFO - Epoch(train) [53][ 200/5005] lr: 1.0000e-02 eta: 9:46:15 time: 0.1437 data_time: 0.0028 loss: 1.3335 03/03 16:51:43 - mmengine - INFO - Epoch(train) [53][ 300/5005] lr: 1.0000e-02 eta: 9:46:00 time: 0.1515 data_time: 0.0027 loss: 1.1588 03/03 16:51:58 - mmengine - INFO - Epoch(train) [53][ 400/5005] lr: 1.0000e-02 eta: 9:45:46 time: 0.1463 data_time: 0.0030 loss: 1.2954 03/03 16:52:13 - mmengine - INFO - Epoch(train) [53][ 500/5005] lr: 1.0000e-02 eta: 9:45:31 time: 0.1460 data_time: 0.0032 loss: 1.4460 03/03 16:52:27 - mmengine - INFO - Epoch(train) [53][ 600/5005] lr: 1.0000e-02 eta: 9:45:16 time: 0.1473 data_time: 0.0030 loss: 1.2153 03/03 16:52:42 - mmengine - INFO - Epoch(train) [53][ 700/5005] lr: 1.0000e-02 eta: 9:45:02 time: 0.1502 data_time: 0.0032 loss: 1.2369 03/03 16:52:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:52:57 - mmengine - INFO - Epoch(train) [53][ 800/5005] lr: 1.0000e-02 eta: 9:44:47 time: 0.1464 data_time: 0.0031 loss: 1.0962 03/03 16:53:12 - mmengine - INFO - Epoch(train) [53][ 900/5005] lr: 1.0000e-02 eta: 9:44:33 time: 0.1403 data_time: 0.0029 loss: 1.1701 03/03 16:53:27 - mmengine - INFO - Epoch(train) [53][1000/5005] lr: 1.0000e-02 eta: 9:44:18 time: 0.1376 data_time: 0.0030 loss: 1.2432 03/03 16:53:41 - mmengine - INFO - Epoch(train) [53][1100/5005] lr: 1.0000e-02 eta: 9:44:03 time: 0.1458 data_time: 0.0033 loss: 1.3711 03/03 16:53:56 - mmengine - INFO - Epoch(train) [53][1200/5005] lr: 1.0000e-02 eta: 9:43:49 time: 0.1463 data_time: 0.0036 loss: 1.1501 03/03 16:54:10 - mmengine - INFO - Epoch(train) [53][1300/5005] lr: 1.0000e-02 eta: 9:43:33 time: 0.1421 data_time: 0.0030 loss: 1.1247 03/03 16:54:25 - mmengine - INFO - Epoch(train) [53][1400/5005] lr: 1.0000e-02 eta: 9:43:19 time: 0.1396 data_time: 0.0030 loss: 1.3340 03/03 16:54:39 - mmengine - INFO - Epoch(train) [53][1500/5005] lr: 1.0000e-02 eta: 9:43:04 time: 0.1429 data_time: 0.0032 loss: 1.2413 03/03 16:54:55 - mmengine - INFO - Epoch(train) [53][1600/5005] lr: 1.0000e-02 eta: 9:42:49 time: 0.1507 data_time: 0.0031 loss: 1.2835 03/03 16:55:10 - mmengine - INFO - Epoch(train) [53][1700/5005] lr: 1.0000e-02 eta: 9:42:35 time: 0.1497 data_time: 0.0031 loss: 1.1069 03/03 16:55:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:55:25 - mmengine - INFO - Epoch(train) [53][1800/5005] lr: 1.0000e-02 eta: 9:42:21 time: 0.1524 data_time: 0.0033 loss: 1.3432 03/03 16:55:40 - mmengine - INFO - Epoch(train) [53][1900/5005] lr: 1.0000e-02 eta: 9:42:07 time: 0.1517 data_time: 0.0027 loss: 1.2560 03/03 16:55:55 - mmengine - INFO - Epoch(train) [53][2000/5005] lr: 1.0000e-02 eta: 9:41:53 time: 0.1472 data_time: 0.0032 loss: 1.3027 03/03 16:56:11 - mmengine - INFO - Epoch(train) [53][2100/5005] lr: 1.0000e-02 eta: 9:41:38 time: 0.1509 data_time: 0.0030 loss: 1.3387 03/03 16:56:26 - mmengine - INFO - Epoch(train) [53][2200/5005] lr: 1.0000e-02 eta: 9:41:24 time: 0.1503 data_time: 0.0030 loss: 1.2307 03/03 16:56:41 - mmengine - INFO - Epoch(train) [53][2300/5005] lr: 1.0000e-02 eta: 9:41:10 time: 0.1508 data_time: 0.0035 loss: 1.3864 03/03 16:56:57 - mmengine - INFO - Epoch(train) [53][2400/5005] lr: 1.0000e-02 eta: 9:40:56 time: 0.1561 data_time: 0.0032 loss: 1.2146 03/03 16:57:12 - mmengine - INFO - Epoch(train) [53][2500/5005] lr: 1.0000e-02 eta: 9:40:42 time: 0.1533 data_time: 0.0031 loss: 1.1711 03/03 16:57:27 - mmengine - INFO - Epoch(train) [53][2600/5005] lr: 1.0000e-02 eta: 9:40:28 time: 0.1439 data_time: 0.0032 loss: 1.2807 03/03 16:57:42 - mmengine - INFO - Epoch(train) [53][2700/5005] lr: 1.0000e-02 eta: 9:40:13 time: 0.1679 data_time: 0.0033 loss: 1.2881 03/03 16:57:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 16:57:57 - mmengine - INFO - Epoch(train) [53][2800/5005] lr: 1.0000e-02 eta: 9:39:59 time: 0.1565 data_time: 0.0030 loss: 1.2580 03/03 16:58:13 - mmengine - INFO - Epoch(train) [53][2900/5005] lr: 1.0000e-02 eta: 9:39:45 time: 0.1489 data_time: 0.0028 loss: 1.1812 03/03 16:58:28 - mmengine - INFO - Epoch(train) [53][3000/5005] lr: 1.0000e-02 eta: 9:39:31 time: 0.1553 data_time: 0.0035 loss: 1.2610 03/03 16:58:43 - mmengine - INFO - Epoch(train) [53][3100/5005] lr: 1.0000e-02 eta: 9:39:16 time: 0.1474 data_time: 0.0030 loss: 1.2094 03/03 16:58:58 - mmengine - INFO - Epoch(train) [53][3200/5005] lr: 1.0000e-02 eta: 9:39:02 time: 0.1417 data_time: 0.0025 loss: 1.4261 03/03 16:59:12 - mmengine - INFO - Epoch(train) [53][3300/5005] lr: 1.0000e-02 eta: 9:38:47 time: 0.1503 data_time: 0.0032 loss: 0.9608 03/03 16:59:28 - mmengine - INFO - Epoch(train) [53][3400/5005] lr: 1.0000e-02 eta: 9:38:33 time: 0.1498 data_time: 0.0030 loss: 1.3021 03/03 16:59:43 - mmengine - INFO - Epoch(train) [53][3500/5005] lr: 1.0000e-02 eta: 9:38:18 time: 0.1714 data_time: 0.0028 loss: 1.1456 03/03 16:59:58 - mmengine - INFO - Epoch(train) [53][3600/5005] lr: 1.0000e-02 eta: 9:38:04 time: 0.1457 data_time: 0.0031 loss: 1.1185 03/03 17:00:14 - mmengine - INFO - Epoch(train) [53][3700/5005] lr: 1.0000e-02 eta: 9:37:50 time: 0.1501 data_time: 0.0028 loss: 1.1654 03/03 17:00:20 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:00:29 - mmengine - INFO - Epoch(train) [53][3800/5005] lr: 1.0000e-02 eta: 9:37:36 time: 0.1476 data_time: 0.0031 loss: 1.1781 03/03 17:00:44 - mmengine - INFO - Epoch(train) [53][3900/5005] lr: 1.0000e-02 eta: 9:37:21 time: 0.1465 data_time: 0.0031 loss: 1.0905 03/03 17:00:59 - mmengine - INFO - Epoch(train) [53][4000/5005] lr: 1.0000e-02 eta: 9:37:07 time: 0.1473 data_time: 0.0032 loss: 1.3456 03/03 17:01:14 - mmengine - INFO - Epoch(train) [53][4100/5005] lr: 1.0000e-02 eta: 9:36:52 time: 0.1457 data_time: 0.0031 loss: 1.3217 03/03 17:01:29 - mmengine - INFO - Epoch(train) [53][4200/5005] lr: 1.0000e-02 eta: 9:36:38 time: 0.1453 data_time: 0.0029 loss: 1.3177 03/03 17:01:44 - mmengine - INFO - Epoch(train) [53][4300/5005] lr: 1.0000e-02 eta: 9:36:23 time: 0.1487 data_time: 0.0028 loss: 1.2903 03/03 17:01:58 - mmengine - INFO - Epoch(train) [53][4400/5005] lr: 1.0000e-02 eta: 9:36:09 time: 0.1460 data_time: 0.0029 loss: 1.2099 03/03 17:02:13 - mmengine - INFO - Epoch(train) [53][4500/5005] lr: 1.0000e-02 eta: 9:35:54 time: 0.1493 data_time: 0.0030 loss: 1.1634 03/03 17:02:29 - mmengine - INFO - Epoch(train) [53][4600/5005] lr: 1.0000e-02 eta: 9:35:40 time: 0.1485 data_time: 0.0029 loss: 1.2057 03/03 17:02:43 - mmengine - INFO - Epoch(train) [53][4700/5005] lr: 1.0000e-02 eta: 9:35:25 time: 0.1522 data_time: 0.0032 loss: 1.2667 03/03 17:02:49 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:02:59 - mmengine - INFO - Epoch(train) [53][4800/5005] lr: 1.0000e-02 eta: 9:35:11 time: 0.1534 data_time: 0.0029 loss: 1.3833 03/03 17:03:14 - mmengine - INFO - Epoch(train) [53][4900/5005] lr: 1.0000e-02 eta: 9:34:57 time: 0.1506 data_time: 0.0029 loss: 1.2486 03/03 17:03:29 - mmengine - INFO - Epoch(train) [53][5000/5005] lr: 1.0000e-02 eta: 9:34:43 time: 0.1508 data_time: 0.0041 loss: 1.3598 03/03 17:03:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:03:30 - mmengine - INFO - Saving checkpoint at 53 epochs 03/03 17:03:39 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:06 time: 0.0701 data_time: 0.0512 03/03 17:04:08 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 72.3400 accuracy/top5: 91.0380 03/03 17:04:24 - mmengine - INFO - Epoch(train) [54][ 100/5005] lr: 1.0000e-02 eta: 9:34:29 time: 0.1528 data_time: 0.0032 loss: 1.1437 03/03 17:04:39 - mmengine - INFO - Epoch(train) [54][ 200/5005] lr: 1.0000e-02 eta: 9:34:15 time: 0.1535 data_time: 0.0032 loss: 1.3137 03/03 17:04:55 - mmengine - INFO - Epoch(train) [54][ 300/5005] lr: 1.0000e-02 eta: 9:34:01 time: 0.1717 data_time: 0.0030 loss: 1.2443 03/03 17:05:10 - mmengine - INFO - Epoch(train) [54][ 400/5005] lr: 1.0000e-02 eta: 9:33:46 time: 0.1453 data_time: 0.0031 loss: 1.2814 03/03 17:05:25 - mmengine - INFO - Epoch(train) [54][ 500/5005] lr: 1.0000e-02 eta: 9:33:32 time: 0.1508 data_time: 0.0033 loss: 1.3729 03/03 17:05:41 - mmengine - INFO - Epoch(train) [54][ 600/5005] lr: 1.0000e-02 eta: 9:33:18 time: 0.1526 data_time: 0.0030 loss: 1.2346 03/03 17:05:56 - mmengine - INFO - Epoch(train) [54][ 700/5005] lr: 1.0000e-02 eta: 9:33:04 time: 0.1524 data_time: 0.0031 loss: 1.1174 03/03 17:06:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:06:12 - mmengine - INFO - Epoch(train) [54][ 800/5005] lr: 1.0000e-02 eta: 9:32:50 time: 0.1515 data_time: 0.0033 loss: 1.0815 03/03 17:06:27 - mmengine - INFO - Epoch(train) [54][ 900/5005] lr: 1.0000e-02 eta: 9:32:36 time: 0.1506 data_time: 0.0034 loss: 1.3041 03/03 17:06:42 - mmengine - INFO - Epoch(train) [54][1000/5005] lr: 1.0000e-02 eta: 9:32:21 time: 0.1498 data_time: 0.0031 loss: 1.2497 03/03 17:06:57 - mmengine - INFO - Epoch(train) [54][1100/5005] lr: 1.0000e-02 eta: 9:32:07 time: 0.1545 data_time: 0.0031 loss: 1.2568 03/03 17:07:12 - mmengine - INFO - Epoch(train) [54][1200/5005] lr: 1.0000e-02 eta: 9:31:52 time: 0.1453 data_time: 0.0033 loss: 1.4485 03/03 17:07:28 - mmengine - INFO - Epoch(train) [54][1300/5005] lr: 1.0000e-02 eta: 9:31:38 time: 0.1698 data_time: 0.0031 loss: 1.1588 03/03 17:07:42 - mmengine - INFO - Epoch(train) [54][1400/5005] lr: 1.0000e-02 eta: 9:31:24 time: 0.1491 data_time: 0.0029 loss: 1.2347 03/03 17:07:58 - mmengine - INFO - Epoch(train) [54][1500/5005] lr: 1.0000e-02 eta: 9:31:10 time: 0.1778 data_time: 0.0032 loss: 1.2954 03/03 17:08:12 - mmengine - INFO - Epoch(train) [54][1600/5005] lr: 1.0000e-02 eta: 9:30:55 time: 0.1412 data_time: 0.0031 loss: 1.3168 03/03 17:08:27 - mmengine - INFO - Epoch(train) [54][1700/5005] lr: 1.0000e-02 eta: 9:30:40 time: 0.1457 data_time: 0.0032 loss: 1.2924 03/03 17:08:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:08:42 - mmengine - INFO - Epoch(train) [54][1800/5005] lr: 1.0000e-02 eta: 9:30:25 time: 0.1511 data_time: 0.0035 loss: 1.2556 03/03 17:08:57 - mmengine - INFO - Epoch(train) [54][1900/5005] lr: 1.0000e-02 eta: 9:30:12 time: 0.1746 data_time: 0.0035 loss: 1.2747 03/03 17:09:12 - mmengine - INFO - Epoch(train) [54][2000/5005] lr: 1.0000e-02 eta: 9:29:57 time: 0.1560 data_time: 0.0030 loss: 1.2879 03/03 17:09:27 - mmengine - INFO - Epoch(train) [54][2100/5005] lr: 1.0000e-02 eta: 9:29:43 time: 0.1451 data_time: 0.0031 loss: 1.2225 03/03 17:09:42 - mmengine - INFO - Epoch(train) [54][2200/5005] lr: 1.0000e-02 eta: 9:29:28 time: 0.1451 data_time: 0.0033 loss: 1.3438 03/03 17:09:57 - mmengine - INFO - Epoch(train) [54][2300/5005] lr: 1.0000e-02 eta: 9:29:14 time: 0.1491 data_time: 0.0029 loss: 1.2944 03/03 17:10:12 - mmengine - INFO - Epoch(train) [54][2400/5005] lr: 1.0000e-02 eta: 9:28:59 time: 0.1412 data_time: 0.0030 loss: 1.1126 03/03 17:10:27 - mmengine - INFO - Epoch(train) [54][2500/5005] lr: 1.0000e-02 eta: 9:28:44 time: 0.1468 data_time: 0.0031 loss: 1.2274 03/03 17:10:43 - mmengine - INFO - Epoch(train) [54][2600/5005] lr: 1.0000e-02 eta: 9:28:31 time: 0.1476 data_time: 0.0033 loss: 1.1204 03/03 17:10:58 - mmengine - INFO - Epoch(train) [54][2700/5005] lr: 1.0000e-02 eta: 9:28:17 time: 0.1505 data_time: 0.0029 loss: 1.1917 03/03 17:11:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:11:13 - mmengine - INFO - Epoch(train) [54][2800/5005] lr: 1.0000e-02 eta: 9:28:02 time: 0.1459 data_time: 0.0030 loss: 1.1761 03/03 17:11:28 - mmengine - INFO - Epoch(train) [54][2900/5005] lr: 1.0000e-02 eta: 9:27:47 time: 0.1432 data_time: 0.0030 loss: 1.2236 03/03 17:11:42 - mmengine - INFO - Epoch(train) [54][3000/5005] lr: 1.0000e-02 eta: 9:27:32 time: 0.1397 data_time: 0.0029 loss: 1.1348 03/03 17:11:57 - mmengine - INFO - Epoch(train) [54][3100/5005] lr: 1.0000e-02 eta: 9:27:17 time: 0.1434 data_time: 0.0028 loss: 1.3461 03/03 17:12:11 - mmengine - INFO - Epoch(train) [54][3200/5005] lr: 1.0000e-02 eta: 9:27:02 time: 0.1429 data_time: 0.0031 loss: 1.2129 03/03 17:12:25 - mmengine - INFO - Epoch(train) [54][3300/5005] lr: 1.0000e-02 eta: 9:26:47 time: 0.1466 data_time: 0.0029 loss: 1.1583 03/03 17:12:40 - mmengine - INFO - Epoch(train) [54][3400/5005] lr: 1.0000e-02 eta: 9:26:33 time: 0.1499 data_time: 0.0030 loss: 1.3522 03/03 17:12:56 - mmengine - INFO - Epoch(train) [54][3500/5005] lr: 1.0000e-02 eta: 9:26:19 time: 0.1521 data_time: 0.0031 loss: 1.0943 03/03 17:13:11 - mmengine - INFO - Epoch(train) [54][3600/5005] lr: 1.0000e-02 eta: 9:26:04 time: 0.1482 data_time: 0.0030 loss: 1.3117 03/03 17:13:26 - mmengine - INFO - Epoch(train) [54][3700/5005] lr: 1.0000e-02 eta: 9:25:50 time: 0.1564 data_time: 0.0031 loss: 1.3287 03/03 17:13:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:13:42 - mmengine - INFO - Epoch(train) [54][3800/5005] lr: 1.0000e-02 eta: 9:25:36 time: 0.1542 data_time: 0.0030 loss: 1.2644 03/03 17:13:58 - mmengine - INFO - Epoch(train) [54][3900/5005] lr: 1.0000e-02 eta: 9:25:23 time: 0.1643 data_time: 0.0027 loss: 1.1202 03/03 17:14:13 - mmengine - INFO - Epoch(train) [54][4000/5005] lr: 1.0000e-02 eta: 9:25:08 time: 0.1454 data_time: 0.0027 loss: 1.2356 03/03 17:14:28 - mmengine - INFO - Epoch(train) [54][4100/5005] lr: 1.0000e-02 eta: 9:24:54 time: 0.1494 data_time: 0.0029 loss: 1.2041 03/03 17:14:43 - mmengine - INFO - Epoch(train) [54][4200/5005] lr: 1.0000e-02 eta: 9:24:39 time: 0.1494 data_time: 0.0031 loss: 1.3760 03/03 17:14:57 - mmengine - INFO - Epoch(train) [54][4300/5005] lr: 1.0000e-02 eta: 9:24:24 time: 0.1476 data_time: 0.0029 loss: 1.1573 03/03 17:15:12 - mmengine - INFO - Epoch(train) [54][4400/5005] lr: 1.0000e-02 eta: 9:24:10 time: 0.1432 data_time: 0.0029 loss: 1.3416 03/03 17:15:28 - mmengine - INFO - Epoch(train) [54][4500/5005] lr: 1.0000e-02 eta: 9:23:56 time: 0.1714 data_time: 0.0028 loss: 1.3005 03/03 17:15:43 - mmengine - INFO - Epoch(train) [54][4600/5005] lr: 1.0000e-02 eta: 9:23:41 time: 0.1532 data_time: 0.0030 loss: 1.3919 03/03 17:15:58 - mmengine - INFO - Epoch(train) [54][4700/5005] lr: 1.0000e-02 eta: 9:23:27 time: 0.1513 data_time: 0.0027 loss: 1.2569 03/03 17:16:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:16:13 - mmengine - INFO - Epoch(train) [54][4800/5005] lr: 1.0000e-02 eta: 9:23:13 time: 0.1462 data_time: 0.0029 loss: 1.1634 03/03 17:16:28 - mmengine - INFO - Epoch(train) [54][4900/5005] lr: 1.0000e-02 eta: 9:22:59 time: 0.1587 data_time: 0.0030 loss: 1.1392 03/03 17:16:44 - mmengine - INFO - Epoch(train) [54][5000/5005] lr: 1.0000e-02 eta: 9:22:44 time: 0.1573 data_time: 0.0040 loss: 1.3179 03/03 17:16:45 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:16:45 - mmengine - INFO - Saving checkpoint at 54 epochs 03/03 17:16:53 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:06 time: 0.0646 data_time: 0.0446 03/03 17:17:21 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 72.2160 accuracy/top5: 91.1280 03/03 17:17:37 - mmengine - INFO - Epoch(train) [55][ 100/5005] lr: 1.0000e-02 eta: 9:22:30 time: 0.1493 data_time: 0.0033 loss: 1.2308 03/03 17:17:53 - mmengine - INFO - Epoch(train) [55][ 200/5005] lr: 1.0000e-02 eta: 9:22:16 time: 0.1462 data_time: 0.0031 loss: 1.1618 03/03 17:18:08 - mmengine - INFO - Epoch(train) [55][ 300/5005] lr: 1.0000e-02 eta: 9:22:02 time: 0.1410 data_time: 0.0030 loss: 1.1462 03/03 17:18:23 - mmengine - INFO - Epoch(train) [55][ 400/5005] lr: 1.0000e-02 eta: 9:21:48 time: 0.1484 data_time: 0.0030 loss: 1.3613 03/03 17:18:38 - mmengine - INFO - Epoch(train) [55][ 500/5005] lr: 1.0000e-02 eta: 9:21:33 time: 0.1491 data_time: 0.0030 loss: 1.3228 03/03 17:18:53 - mmengine - INFO - Epoch(train) [55][ 600/5005] lr: 1.0000e-02 eta: 9:21:18 time: 0.1464 data_time: 0.0028 loss: 1.4935 03/03 17:19:08 - mmengine - INFO - Epoch(train) [55][ 700/5005] lr: 1.0000e-02 eta: 9:21:04 time: 0.1477 data_time: 0.0031 loss: 1.2157 03/03 17:19:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:19:23 - mmengine - INFO - Epoch(train) [55][ 800/5005] lr: 1.0000e-02 eta: 9:20:50 time: 0.1489 data_time: 0.0027 loss: 1.3449 03/03 17:19:37 - mmengine - INFO - Epoch(train) [55][ 900/5005] lr: 1.0000e-02 eta: 9:20:35 time: 0.1429 data_time: 0.0029 loss: 1.2351 03/03 17:19:52 - mmengine - INFO - Epoch(train) [55][1000/5005] lr: 1.0000e-02 eta: 9:20:20 time: 0.1480 data_time: 0.0047 loss: 1.3610 03/03 17:20:07 - mmengine - INFO - Epoch(train) [55][1100/5005] lr: 1.0000e-02 eta: 9:20:06 time: 0.1459 data_time: 0.0026 loss: 1.2248 03/03 17:20:23 - mmengine - INFO - Epoch(train) [55][1200/5005] lr: 1.0000e-02 eta: 9:19:51 time: 0.1526 data_time: 0.0031 loss: 1.2597 03/03 17:20:37 - mmengine - INFO - Epoch(train) [55][1300/5005] lr: 1.0000e-02 eta: 9:19:37 time: 0.1456 data_time: 0.0028 loss: 1.1312 03/03 17:20:53 - mmengine - INFO - Epoch(train) [55][1400/5005] lr: 1.0000e-02 eta: 9:19:23 time: 0.1523 data_time: 0.0032 loss: 1.1966 03/03 17:21:08 - mmengine - INFO - Epoch(train) [55][1500/5005] lr: 1.0000e-02 eta: 9:19:09 time: 0.1494 data_time: 0.0032 loss: 1.1786 03/03 17:21:24 - mmengine - INFO - Epoch(train) [55][1600/5005] lr: 1.0000e-02 eta: 9:18:55 time: 0.1426 data_time: 0.0031 loss: 1.1778 03/03 17:21:39 - mmengine - INFO - Epoch(train) [55][1700/5005] lr: 1.0000e-02 eta: 9:18:40 time: 0.1554 data_time: 0.0032 loss: 1.1680 03/03 17:21:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:21:54 - mmengine - INFO - Epoch(train) [55][1800/5005] lr: 1.0000e-02 eta: 9:18:26 time: 0.1507 data_time: 0.0028 loss: 1.2534 03/03 17:22:10 - mmengine - INFO - Epoch(train) [55][1900/5005] lr: 1.0000e-02 eta: 9:18:12 time: 0.1451 data_time: 0.0029 loss: 1.3200 03/03 17:22:25 - mmengine - INFO - Epoch(train) [55][2000/5005] lr: 1.0000e-02 eta: 9:17:58 time: 0.1537 data_time: 0.0027 loss: 1.2436 03/03 17:22:40 - mmengine - INFO - Epoch(train) [55][2100/5005] lr: 1.0000e-02 eta: 9:17:43 time: 0.1515 data_time: 0.0028 loss: 1.2351 03/03 17:22:56 - mmengine - INFO - Epoch(train) [55][2200/5005] lr: 1.0000e-02 eta: 9:17:29 time: 0.1597 data_time: 0.0031 loss: 1.2141 03/03 17:23:12 - mmengine - INFO - Epoch(train) [55][2300/5005] lr: 1.0000e-02 eta: 9:17:16 time: 0.1515 data_time: 0.0030 loss: 1.4440 03/03 17:23:27 - mmengine - INFO - Epoch(train) [55][2400/5005] lr: 1.0000e-02 eta: 9:17:01 time: 0.1485 data_time: 0.0028 loss: 1.0863 03/03 17:23:42 - mmengine - INFO - Epoch(train) [55][2500/5005] lr: 1.0000e-02 eta: 9:16:47 time: 0.1552 data_time: 0.0031 loss: 1.1348 03/03 17:23:58 - mmengine - INFO - Epoch(train) [55][2600/5005] lr: 1.0000e-02 eta: 9:16:33 time: 0.1548 data_time: 0.0034 loss: 1.1174 03/03 17:24:13 - mmengine - INFO - Epoch(train) [55][2700/5005] lr: 1.0000e-02 eta: 9:16:19 time: 0.1551 data_time: 0.0025 loss: 1.2137 03/03 17:24:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:24:29 - mmengine - INFO - Epoch(train) [55][2800/5005] lr: 1.0000e-02 eta: 9:16:06 time: 0.1479 data_time: 0.0027 loss: 1.2473 03/03 17:24:45 - mmengine - INFO - Epoch(train) [55][2900/5005] lr: 1.0000e-02 eta: 9:15:52 time: 0.1518 data_time: 0.0031 loss: 1.5918 03/03 17:25:00 - mmengine - INFO - Epoch(train) [55][3000/5005] lr: 1.0000e-02 eta: 9:15:37 time: 0.1521 data_time: 0.0026 loss: 1.1011 03/03 17:25:16 - mmengine - INFO - Epoch(train) [55][3100/5005] lr: 1.0000e-02 eta: 9:15:23 time: 0.1502 data_time: 0.0026 loss: 1.2327 03/03 17:25:30 - mmengine - INFO - Epoch(train) [55][3200/5005] lr: 1.0000e-02 eta: 9:15:08 time: 0.1453 data_time: 0.0027 loss: 1.2780 03/03 17:25:45 - mmengine - INFO - Epoch(train) [55][3300/5005] lr: 1.0000e-02 eta: 9:14:53 time: 0.1439 data_time: 0.0033 loss: 1.1515 03/03 17:26:00 - mmengine - INFO - Epoch(train) [55][3400/5005] lr: 1.0000e-02 eta: 9:14:39 time: 0.1659 data_time: 0.0026 loss: 1.0383 03/03 17:26:16 - mmengine - INFO - Epoch(train) [55][3500/5005] lr: 1.0000e-02 eta: 9:14:25 time: 0.1559 data_time: 0.0025 loss: 1.1519 03/03 17:26:31 - mmengine - INFO - Epoch(train) [55][3600/5005] lr: 1.0000e-02 eta: 9:14:11 time: 0.1541 data_time: 0.0031 loss: 1.3432 03/03 17:26:47 - mmengine - INFO - Epoch(train) [55][3700/5005] lr: 1.0000e-02 eta: 9:13:57 time: 0.1534 data_time: 0.0032 loss: 1.2089 03/03 17:26:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:27:02 - mmengine - INFO - Epoch(train) [55][3800/5005] lr: 1.0000e-02 eta: 9:13:43 time: 0.1442 data_time: 0.0031 loss: 1.3367 03/03 17:27:17 - mmengine - INFO - Epoch(train) [55][3900/5005] lr: 1.0000e-02 eta: 9:13:29 time: 0.1729 data_time: 0.0033 loss: 1.2393 03/03 17:27:33 - mmengine - INFO - Epoch(train) [55][4000/5005] lr: 1.0000e-02 eta: 9:13:15 time: 0.1686 data_time: 0.0033 loss: 1.4345 03/03 17:27:49 - mmengine - INFO - Epoch(train) [55][4100/5005] lr: 1.0000e-02 eta: 9:13:01 time: 0.1510 data_time: 0.0030 loss: 1.3294 03/03 17:28:05 - mmengine - INFO - Epoch(train) [55][4200/5005] lr: 1.0000e-02 eta: 9:12:47 time: 0.1555 data_time: 0.0032 loss: 1.0620 03/03 17:28:20 - mmengine - INFO - Epoch(train) [55][4300/5005] lr: 1.0000e-02 eta: 9:12:33 time: 0.1546 data_time: 0.0032 loss: 1.3511 03/03 17:28:36 - mmengine - INFO - Epoch(train) [55][4400/5005] lr: 1.0000e-02 eta: 9:12:19 time: 0.1556 data_time: 0.0033 loss: 1.0604 03/03 17:28:52 - mmengine - INFO - Epoch(train) [55][4500/5005] lr: 1.0000e-02 eta: 9:12:05 time: 0.1525 data_time: 0.0031 loss: 1.2202 03/03 17:29:07 - mmengine - INFO - Epoch(train) [55][4600/5005] lr: 1.0000e-02 eta: 9:11:51 time: 0.1452 data_time: 0.0032 loss: 1.4931 03/03 17:29:21 - mmengine - INFO - Epoch(train) [55][4700/5005] lr: 1.0000e-02 eta: 9:11:36 time: 0.1433 data_time: 0.0032 loss: 1.3865 03/03 17:29:26 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:29:36 - mmengine - INFO - Epoch(train) [55][4800/5005] lr: 1.0000e-02 eta: 9:11:21 time: 0.1437 data_time: 0.0033 loss: 1.3579 03/03 17:29:51 - mmengine - INFO - Epoch(train) [55][4900/5005] lr: 1.0000e-02 eta: 9:11:07 time: 0.1427 data_time: 0.0030 loss: 1.1938 03/03 17:30:06 - mmengine - INFO - Epoch(train) [55][5000/5005] lr: 1.0000e-02 eta: 9:10:53 time: 0.1519 data_time: 0.0043 loss: 1.3113 03/03 17:30:07 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:30:08 - mmengine - INFO - Saving checkpoint at 55 epochs 03/03 17:30:16 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:06 time: 0.0724 data_time: 0.0540 03/03 17:30:45 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 72.0720 accuracy/top5: 90.9460 03/03 17:31:01 - mmengine - INFO - Epoch(train) [56][ 100/5005] lr: 1.0000e-02 eta: 9:10:38 time: 0.1565 data_time: 0.0031 loss: 1.2293 03/03 17:31:17 - mmengine - INFO - Epoch(train) [56][ 200/5005] lr: 1.0000e-02 eta: 9:10:25 time: 0.1551 data_time: 0.0036 loss: 1.1980 03/03 17:31:32 - mmengine - INFO - Epoch(train) [56][ 300/5005] lr: 1.0000e-02 eta: 9:10:11 time: 0.1537 data_time: 0.0034 loss: 1.2712 03/03 17:31:48 - mmengine - INFO - Epoch(train) [56][ 400/5005] lr: 1.0000e-02 eta: 9:09:57 time: 0.1449 data_time: 0.0031 loss: 1.1798 03/03 17:32:04 - mmengine - INFO - Epoch(train) [56][ 500/5005] lr: 1.0000e-02 eta: 9:09:43 time: 0.1522 data_time: 0.0035 loss: 1.1341 03/03 17:32:20 - mmengine - INFO - Epoch(train) [56][ 600/5005] lr: 1.0000e-02 eta: 9:09:29 time: 0.1521 data_time: 0.0032 loss: 1.0820 03/03 17:32:36 - mmengine - INFO - Epoch(train) [56][ 700/5005] lr: 1.0000e-02 eta: 9:09:15 time: 0.1534 data_time: 0.0030 loss: 1.2795 03/03 17:32:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:32:51 - mmengine - INFO - Epoch(train) [56][ 800/5005] lr: 1.0000e-02 eta: 9:09:01 time: 0.1546 data_time: 0.0033 loss: 1.3156 03/03 17:33:06 - mmengine - INFO - Epoch(train) [56][ 900/5005] lr: 1.0000e-02 eta: 9:08:47 time: 0.1494 data_time: 0.0035 loss: 1.0949 03/03 17:33:22 - mmengine - INFO - Epoch(train) [56][1000/5005] lr: 1.0000e-02 eta: 9:08:33 time: 0.1527 data_time: 0.0034 loss: 1.1360 03/03 17:33:37 - mmengine - INFO - Epoch(train) [56][1100/5005] lr: 1.0000e-02 eta: 9:08:18 time: 0.1494 data_time: 0.0031 loss: 1.2784 03/03 17:33:52 - mmengine - INFO - Epoch(train) [56][1200/5005] lr: 1.0000e-02 eta: 9:08:04 time: 0.1487 data_time: 0.0032 loss: 1.3110 03/03 17:34:07 - mmengine - INFO - Epoch(train) [56][1300/5005] lr: 1.0000e-02 eta: 9:07:49 time: 0.1446 data_time: 0.0033 loss: 1.0886 03/03 17:34:22 - mmengine - INFO - Epoch(train) [56][1400/5005] lr: 1.0000e-02 eta: 9:07:35 time: 0.1543 data_time: 0.0031 loss: 1.2045 03/03 17:34:38 - mmengine - INFO - Epoch(train) [56][1500/5005] lr: 1.0000e-02 eta: 9:07:21 time: 0.1504 data_time: 0.0032 loss: 1.0632 03/03 17:34:53 - mmengine - INFO - Epoch(train) [56][1600/5005] lr: 1.0000e-02 eta: 9:07:07 time: 0.1714 data_time: 0.0028 loss: 1.4388 03/03 17:35:08 - mmengine - INFO - Epoch(train) [56][1700/5005] lr: 1.0000e-02 eta: 9:06:52 time: 0.1533 data_time: 0.0028 loss: 1.3774 03/03 17:35:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:35:24 - mmengine - INFO - Epoch(train) [56][1800/5005] lr: 1.0000e-02 eta: 9:06:39 time: 0.1532 data_time: 0.0027 loss: 1.1946 03/03 17:35:40 - mmengine - INFO - Epoch(train) [56][1900/5005] lr: 1.0000e-02 eta: 9:06:25 time: 0.1586 data_time: 0.0031 loss: 1.0793 03/03 17:35:56 - mmengine - INFO - Epoch(train) [56][2000/5005] lr: 1.0000e-02 eta: 9:06:11 time: 0.1522 data_time: 0.0026 loss: 1.3982 03/03 17:36:11 - mmengine - INFO - Epoch(train) [56][2100/5005] lr: 1.0000e-02 eta: 9:05:57 time: 0.1514 data_time: 0.0030 loss: 1.1867 03/03 17:36:26 - mmengine - INFO - Epoch(train) [56][2200/5005] lr: 1.0000e-02 eta: 9:05:42 time: 0.1510 data_time: 0.0031 loss: 1.1181 03/03 17:36:41 - mmengine - INFO - Epoch(train) [56][2300/5005] lr: 1.0000e-02 eta: 9:05:28 time: 0.1496 data_time: 0.0029 loss: 1.1390 03/03 17:36:57 - mmengine - INFO - Epoch(train) [56][2400/5005] lr: 1.0000e-02 eta: 9:05:14 time: 0.1520 data_time: 0.0027 loss: 1.2483 03/03 17:37:12 - mmengine - INFO - Epoch(train) [56][2500/5005] lr: 1.0000e-02 eta: 9:05:00 time: 0.1558 data_time: 0.0034 loss: 1.2417 03/03 17:37:28 - mmengine - INFO - Epoch(train) [56][2600/5005] lr: 1.0000e-02 eta: 9:04:46 time: 0.1518 data_time: 0.0031 loss: 1.1562 03/03 17:37:43 - mmengine - INFO - Epoch(train) [56][2700/5005] lr: 1.0000e-02 eta: 9:04:32 time: 0.1539 data_time: 0.0031 loss: 1.3069 03/03 17:37:47 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:37:59 - mmengine - INFO - Epoch(train) [56][2800/5005] lr: 1.0000e-02 eta: 9:04:17 time: 0.1656 data_time: 0.0028 loss: 1.2295 03/03 17:38:13 - mmengine - INFO - Epoch(train) [56][2900/5005] lr: 1.0000e-02 eta: 9:04:02 time: 0.1381 data_time: 0.0029 loss: 1.4490 03/03 17:38:29 - mmengine - INFO - Epoch(train) [56][3000/5005] lr: 1.0000e-02 eta: 9:03:48 time: 0.1742 data_time: 0.0027 loss: 1.0569 03/03 17:38:44 - mmengine - INFO - Epoch(train) [56][3100/5005] lr: 1.0000e-02 eta: 9:03:34 time: 0.1466 data_time: 0.0029 loss: 1.2560 03/03 17:38:58 - mmengine - INFO - Epoch(train) [56][3200/5005] lr: 1.0000e-02 eta: 9:03:19 time: 0.1432 data_time: 0.0029 loss: 1.4347 03/03 17:39:13 - mmengine - INFO - Epoch(train) [56][3300/5005] lr: 1.0000e-02 eta: 9:03:04 time: 0.1476 data_time: 0.0029 loss: 1.1953 03/03 17:39:28 - mmengine - INFO - Epoch(train) [56][3400/5005] lr: 1.0000e-02 eta: 9:02:50 time: 0.1566 data_time: 0.0030 loss: 1.3232 03/03 17:39:44 - mmengine - INFO - Epoch(train) [56][3500/5005] lr: 1.0000e-02 eta: 9:02:36 time: 0.1525 data_time: 0.0030 loss: 1.3783 03/03 17:39:59 - mmengine - INFO - Epoch(train) [56][3600/5005] lr: 1.0000e-02 eta: 9:02:21 time: 0.1476 data_time: 0.0031 loss: 1.0997 03/03 17:40:14 - mmengine - INFO - Epoch(train) [56][3700/5005] lr: 1.0000e-02 eta: 9:02:07 time: 0.1474 data_time: 0.0031 loss: 1.2270 03/03 17:40:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:40:29 - mmengine - INFO - Epoch(train) [56][3800/5005] lr: 1.0000e-02 eta: 9:01:53 time: 0.1465 data_time: 0.0030 loss: 1.1518 03/03 17:40:44 - mmengine - INFO - Epoch(train) [56][3900/5005] lr: 1.0000e-02 eta: 9:01:38 time: 0.1500 data_time: 0.0027 loss: 1.2996 03/03 17:40:59 - mmengine - INFO - Epoch(train) [56][4000/5005] lr: 1.0000e-02 eta: 9:01:23 time: 0.1445 data_time: 0.0029 loss: 1.1837 03/03 17:41:14 - mmengine - INFO - Epoch(train) [56][4100/5005] lr: 1.0000e-02 eta: 9:01:09 time: 0.1485 data_time: 0.0029 loss: 1.2723 03/03 17:41:30 - mmengine - INFO - Epoch(train) [56][4200/5005] lr: 1.0000e-02 eta: 9:00:55 time: 0.1519 data_time: 0.0029 loss: 1.0997 03/03 17:41:46 - mmengine - INFO - Epoch(train) [56][4300/5005] lr: 1.0000e-02 eta: 9:00:41 time: 0.1512 data_time: 0.0030 loss: 1.2383 03/03 17:42:01 - mmengine - INFO - Epoch(train) [56][4400/5005] lr: 1.0000e-02 eta: 9:00:27 time: 0.1466 data_time: 0.0028 loss: 1.1821 03/03 17:42:16 - mmengine - INFO - Epoch(train) [56][4500/5005] lr: 1.0000e-02 eta: 9:00:12 time: 0.1543 data_time: 0.0027 loss: 1.0787 03/03 17:42:31 - mmengine - INFO - Epoch(train) [56][4600/5005] lr: 1.0000e-02 eta: 8:59:58 time: 0.1485 data_time: 0.0029 loss: 1.2188 03/03 17:42:46 - mmengine - INFO - Epoch(train) [56][4700/5005] lr: 1.0000e-02 eta: 8:59:43 time: 0.1494 data_time: 0.0029 loss: 1.1306 03/03 17:42:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:43:02 - mmengine - INFO - Epoch(train) [56][4800/5005] lr: 1.0000e-02 eta: 8:59:29 time: 0.1540 data_time: 0.0029 loss: 1.3598 03/03 17:43:17 - mmengine - INFO - Epoch(train) [56][4900/5005] lr: 1.0000e-02 eta: 8:59:15 time: 0.1516 data_time: 0.0028 loss: 1.4532 03/03 17:43:32 - mmengine - INFO - Epoch(train) [56][5000/5005] lr: 1.0000e-02 eta: 8:59:01 time: 0.1598 data_time: 0.0041 loss: 1.1972 03/03 17:43:33 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:43:33 - mmengine - INFO - Saving checkpoint at 56 epochs 03/03 17:43:41 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:06 time: 0.0613 data_time: 0.0433 03/03 17:44:11 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 72.1740 accuracy/top5: 91.0720 03/03 17:44:27 - mmengine - INFO - Epoch(train) [57][ 100/5005] lr: 1.0000e-02 eta: 8:58:46 time: 0.1476 data_time: 0.0028 loss: 1.2043 03/03 17:44:42 - mmengine - INFO - Epoch(train) [57][ 200/5005] lr: 1.0000e-02 eta: 8:58:32 time: 0.1595 data_time: 0.0030 loss: 1.0893 03/03 17:44:58 - mmengine - INFO - Epoch(train) [57][ 300/5005] lr: 1.0000e-02 eta: 8:58:18 time: 0.1513 data_time: 0.0032 loss: 1.2633 03/03 17:45:13 - mmengine - INFO - Epoch(train) [57][ 400/5005] lr: 1.0000e-02 eta: 8:58:03 time: 0.1448 data_time: 0.0032 loss: 1.1855 03/03 17:45:29 - mmengine - INFO - Epoch(train) [57][ 500/5005] lr: 1.0000e-02 eta: 8:57:50 time: 0.1545 data_time: 0.0029 loss: 1.3354 03/03 17:45:44 - mmengine - INFO - Epoch(train) [57][ 600/5005] lr: 1.0000e-02 eta: 8:57:35 time: 0.1721 data_time: 0.0031 loss: 1.3358 03/03 17:45:59 - mmengine - INFO - Epoch(train) [57][ 700/5005] lr: 1.0000e-02 eta: 8:57:21 time: 0.1418 data_time: 0.0031 loss: 1.1885 03/03 17:46:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:46:14 - mmengine - INFO - Epoch(train) [57][ 800/5005] lr: 1.0000e-02 eta: 8:57:06 time: 0.1410 data_time: 0.0031 loss: 1.2217 03/03 17:46:28 - mmengine - INFO - Epoch(train) [57][ 900/5005] lr: 1.0000e-02 eta: 8:56:51 time: 0.1531 data_time: 0.0030 loss: 1.1723 03/03 17:46:44 - mmengine - INFO - Epoch(train) [57][1000/5005] lr: 1.0000e-02 eta: 8:56:37 time: 0.1556 data_time: 0.0031 loss: 1.3095 03/03 17:46:59 - mmengine - INFO - Epoch(train) [57][1100/5005] lr: 1.0000e-02 eta: 8:56:23 time: 0.1492 data_time: 0.0030 loss: 1.2954 03/03 17:47:14 - mmengine - INFO - Epoch(train) [57][1200/5005] lr: 1.0000e-02 eta: 8:56:08 time: 0.1496 data_time: 0.0032 loss: 1.3440 03/03 17:47:29 - mmengine - INFO - Epoch(train) [57][1300/5005] lr: 1.0000e-02 eta: 8:55:54 time: 0.1438 data_time: 0.0031 loss: 1.0062 03/03 17:47:44 - mmengine - INFO - Epoch(train) [57][1400/5005] lr: 1.0000e-02 eta: 8:55:39 time: 0.1482 data_time: 0.0032 loss: 1.2480 03/03 17:47:59 - mmengine - INFO - Epoch(train) [57][1500/5005] lr: 1.0000e-02 eta: 8:55:25 time: 0.1492 data_time: 0.0030 loss: 1.2475 03/03 17:48:14 - mmengine - INFO - Epoch(train) [57][1600/5005] lr: 1.0000e-02 eta: 8:55:10 time: 0.1452 data_time: 0.0030 loss: 1.2502 03/03 17:48:28 - mmengine - INFO - Epoch(train) [57][1700/5005] lr: 1.0000e-02 eta: 8:54:55 time: 0.1480 data_time: 0.0031 loss: 1.1410 03/03 17:48:31 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:48:44 - mmengine - INFO - Epoch(train) [57][1800/5005] lr: 1.0000e-02 eta: 8:54:41 time: 0.1695 data_time: 0.0032 loss: 1.2406 03/03 17:48:59 - mmengine - INFO - Epoch(train) [57][1900/5005] lr: 1.0000e-02 eta: 8:54:26 time: 0.1510 data_time: 0.0032 loss: 1.2464 03/03 17:49:15 - mmengine - INFO - Epoch(train) [57][2000/5005] lr: 1.0000e-02 eta: 8:54:12 time: 0.1703 data_time: 0.0029 loss: 1.1650 03/03 17:49:30 - mmengine - INFO - Epoch(train) [57][2100/5005] lr: 1.0000e-02 eta: 8:53:58 time: 0.1387 data_time: 0.0033 loss: 1.1973 03/03 17:49:44 - mmengine - INFO - Epoch(train) [57][2200/5005] lr: 1.0000e-02 eta: 8:53:43 time: 0.1382 data_time: 0.0031 loss: 1.3109 03/03 17:49:59 - mmengine - INFO - Epoch(train) [57][2300/5005] lr: 1.0000e-02 eta: 8:53:28 time: 0.1450 data_time: 0.0030 loss: 1.1885 03/03 17:50:14 - mmengine - INFO - Epoch(train) [57][2400/5005] lr: 1.0000e-02 eta: 8:53:13 time: 0.1484 data_time: 0.0032 loss: 1.1113 03/03 17:50:29 - mmengine - INFO - Epoch(train) [57][2500/5005] lr: 1.0000e-02 eta: 8:52:59 time: 0.1506 data_time: 0.0030 loss: 1.2004 03/03 17:50:44 - mmengine - INFO - Epoch(train) [57][2600/5005] lr: 1.0000e-02 eta: 8:52:45 time: 0.1489 data_time: 0.0028 loss: 1.1168 03/03 17:50:59 - mmengine - INFO - Epoch(train) [57][2700/5005] lr: 1.0000e-02 eta: 8:52:30 time: 0.1485 data_time: 0.0027 loss: 1.5575 03/03 17:51:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:51:15 - mmengine - INFO - Epoch(train) [57][2800/5005] lr: 1.0000e-02 eta: 8:52:16 time: 0.1461 data_time: 0.0032 loss: 1.1753 03/03 17:51:30 - mmengine - INFO - Epoch(train) [57][2900/5005] lr: 1.0000e-02 eta: 8:52:01 time: 0.1669 data_time: 0.0030 loss: 1.2863 03/03 17:51:44 - mmengine - INFO - Epoch(train) [57][3000/5005] lr: 1.0000e-02 eta: 8:51:47 time: 0.1478 data_time: 0.0029 loss: 1.2283 03/03 17:51:59 - mmengine - INFO - Epoch(train) [57][3100/5005] lr: 1.0000e-02 eta: 8:51:32 time: 0.1521 data_time: 0.0028 loss: 1.2333 03/03 17:52:15 - mmengine - INFO - Epoch(train) [57][3200/5005] lr: 1.0000e-02 eta: 8:51:18 time: 0.1528 data_time: 0.0029 loss: 1.1746 03/03 17:52:31 - mmengine - INFO - Epoch(train) [57][3300/5005] lr: 1.0000e-02 eta: 8:51:04 time: 0.1591 data_time: 0.0027 loss: 1.2891 03/03 17:52:47 - mmengine - INFO - Epoch(train) [57][3400/5005] lr: 1.0000e-02 eta: 8:50:50 time: 0.1547 data_time: 0.0027 loss: 1.1453 03/03 17:53:02 - mmengine - INFO - Epoch(train) [57][3500/5005] lr: 1.0000e-02 eta: 8:50:36 time: 0.1489 data_time: 0.0031 loss: 1.3346 03/03 17:53:17 - mmengine - INFO - Epoch(train) [57][3600/5005] lr: 1.0000e-02 eta: 8:50:21 time: 0.1489 data_time: 0.0031 loss: 1.4051 03/03 17:53:32 - mmengine - INFO - Epoch(train) [57][3700/5005] lr: 1.0000e-02 eta: 8:50:07 time: 0.1548 data_time: 0.0028 loss: 1.3758 03/03 17:53:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:53:47 - mmengine - INFO - Epoch(train) [57][3800/5005] lr: 1.0000e-02 eta: 8:49:53 time: 0.1504 data_time: 0.0027 loss: 1.1047 03/03 17:54:03 - mmengine - INFO - Epoch(train) [57][3900/5005] lr: 1.0000e-02 eta: 8:49:38 time: 0.1501 data_time: 0.0028 loss: 1.2505 03/03 17:54:18 - mmengine - INFO - Epoch(train) [57][4000/5005] lr: 1.0000e-02 eta: 8:49:24 time: 0.1510 data_time: 0.0030 loss: 1.1395 03/03 17:54:33 - mmengine - INFO - Epoch(train) [57][4100/5005] lr: 1.0000e-02 eta: 8:49:09 time: 0.1480 data_time: 0.0031 loss: 1.2255 03/03 17:54:48 - mmengine - INFO - Epoch(train) [57][4200/5005] lr: 1.0000e-02 eta: 8:48:55 time: 0.1437 data_time: 0.0032 loss: 1.1265 03/03 17:55:03 - mmengine - INFO - Epoch(train) [57][4300/5005] lr: 1.0000e-02 eta: 8:48:41 time: 0.1477 data_time: 0.0036 loss: 1.1125 03/03 17:55:18 - mmengine - INFO - Epoch(train) [57][4400/5005] lr: 1.0000e-02 eta: 8:48:26 time: 0.1455 data_time: 0.0030 loss: 1.2889 03/03 17:55:33 - mmengine - INFO - Epoch(train) [57][4500/5005] lr: 1.0000e-02 eta: 8:48:11 time: 0.1552 data_time: 0.0033 loss: 1.3418 03/03 17:55:48 - mmengine - INFO - Epoch(train) [57][4600/5005] lr: 1.0000e-02 eta: 8:47:57 time: 0.1458 data_time: 0.0029 loss: 1.1340 03/03 17:56:03 - mmengine - INFO - Epoch(train) [57][4700/5005] lr: 1.0000e-02 eta: 8:47:43 time: 0.1470 data_time: 0.0027 loss: 1.1365 03/03 17:56:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:56:19 - mmengine - INFO - Epoch(train) [57][4800/5005] lr: 1.0000e-02 eta: 8:47:28 time: 0.1575 data_time: 0.0026 loss: 1.1247 03/03 17:56:34 - mmengine - INFO - Epoch(train) [57][4900/5005] lr: 1.0000e-02 eta: 8:47:14 time: 0.1512 data_time: 0.0028 loss: 1.4402 03/03 17:56:49 - mmengine - INFO - Epoch(train) [57][5000/5005] lr: 1.0000e-02 eta: 8:47:00 time: 0.1524 data_time: 0.0036 loss: 1.2198 03/03 17:56:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:56:51 - mmengine - INFO - Saving checkpoint at 57 epochs 03/03 17:56:58 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:06 time: 0.0634 data_time: 0.0408 03/03 17:57:26 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 72.3960 accuracy/top5: 91.2640 03/03 17:57:41 - mmengine - INFO - Epoch(train) [58][ 100/5005] lr: 1.0000e-02 eta: 8:46:44 time: 0.1396 data_time: 0.0032 loss: 1.3095 03/03 17:57:56 - mmengine - INFO - Epoch(train) [58][ 200/5005] lr: 1.0000e-02 eta: 8:46:30 time: 0.1491 data_time: 0.0034 loss: 1.2968 03/03 17:58:11 - mmengine - INFO - Epoch(train) [58][ 300/5005] lr: 1.0000e-02 eta: 8:46:15 time: 0.1487 data_time: 0.0037 loss: 1.2677 03/03 17:58:25 - mmengine - INFO - Epoch(train) [58][ 400/5005] lr: 1.0000e-02 eta: 8:46:00 time: 0.1413 data_time: 0.0033 loss: 1.1212 03/03 17:58:40 - mmengine - INFO - Epoch(train) [58][ 500/5005] lr: 1.0000e-02 eta: 8:45:46 time: 0.1494 data_time: 0.0035 loss: 1.5033 03/03 17:58:55 - mmengine - INFO - Epoch(train) [58][ 600/5005] lr: 1.0000e-02 eta: 8:45:31 time: 0.1441 data_time: 0.0030 loss: 1.1974 03/03 17:59:10 - mmengine - INFO - Epoch(train) [58][ 700/5005] lr: 1.0000e-02 eta: 8:45:17 time: 0.1477 data_time: 0.0031 loss: 1.1575 03/03 17:59:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 17:59:25 - mmengine - INFO - Epoch(train) [58][ 800/5005] lr: 1.0000e-02 eta: 8:45:02 time: 0.1421 data_time: 0.0033 loss: 1.4275 03/03 17:59:41 - mmengine - INFO - Epoch(train) [58][ 900/5005] lr: 1.0000e-02 eta: 8:44:48 time: 0.1444 data_time: 0.0034 loss: 1.0683 03/03 17:59:55 - mmengine - INFO - Epoch(train) [58][1000/5005] lr: 1.0000e-02 eta: 8:44:33 time: 0.1361 data_time: 0.0032 loss: 1.1609 03/03 18:00:09 - mmengine - INFO - Epoch(train) [58][1100/5005] lr: 1.0000e-02 eta: 8:44:17 time: 0.1403 data_time: 0.0032 loss: 1.0013 03/03 18:00:24 - mmengine - INFO - Epoch(train) [58][1200/5005] lr: 1.0000e-02 eta: 8:44:03 time: 0.1398 data_time: 0.0030 loss: 1.5055 03/03 18:00:38 - mmengine - INFO - Epoch(train) [58][1300/5005] lr: 1.0000e-02 eta: 8:43:48 time: 0.1460 data_time: 0.0029 loss: 1.1672 03/03 18:00:53 - mmengine - INFO - Epoch(train) [58][1400/5005] lr: 1.0000e-02 eta: 8:43:33 time: 0.1417 data_time: 0.0028 loss: 1.1966 03/03 18:01:08 - mmengine - INFO - Epoch(train) [58][1500/5005] lr: 1.0000e-02 eta: 8:43:18 time: 0.1515 data_time: 0.0028 loss: 1.3505 03/03 18:01:23 - mmengine - INFO - Epoch(train) [58][1600/5005] lr: 1.0000e-02 eta: 8:43:04 time: 0.1497 data_time: 0.0032 loss: 1.2586 03/03 18:01:38 - mmengine - INFO - Epoch(train) [58][1700/5005] lr: 1.0000e-02 eta: 8:42:49 time: 0.1413 data_time: 0.0033 loss: 1.0702 03/03 18:01:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:01:53 - mmengine - INFO - Epoch(train) [58][1800/5005] lr: 1.0000e-02 eta: 8:42:35 time: 0.1524 data_time: 0.0032 loss: 1.3599 03/03 18:02:08 - mmengine - INFO - Epoch(train) [58][1900/5005] lr: 1.0000e-02 eta: 8:42:20 time: 0.1467 data_time: 0.0032 loss: 1.1252 03/03 18:02:23 - mmengine - INFO - Epoch(train) [58][2000/5005] lr: 1.0000e-02 eta: 8:42:06 time: 0.1466 data_time: 0.0030 loss: 1.2207 03/03 18:02:38 - mmengine - INFO - Epoch(train) [58][2100/5005] lr: 1.0000e-02 eta: 8:41:51 time: 0.1455 data_time: 0.0035 loss: 1.1133 03/03 18:02:54 - mmengine - INFO - Epoch(train) [58][2200/5005] lr: 1.0000e-02 eta: 8:41:37 time: 0.1547 data_time: 0.0032 loss: 1.2139 03/03 18:03:09 - mmengine - INFO - Epoch(train) [58][2300/5005] lr: 1.0000e-02 eta: 8:41:23 time: 0.1538 data_time: 0.0029 loss: 1.2707 03/03 18:03:25 - mmengine - INFO - Epoch(train) [58][2400/5005] lr: 1.0000e-02 eta: 8:41:09 time: 0.1582 data_time: 0.0030 loss: 1.2034 03/03 18:03:41 - mmengine - INFO - Epoch(train) [58][2500/5005] lr: 1.0000e-02 eta: 8:40:55 time: 0.1518 data_time: 0.0031 loss: 1.0770 03/03 18:03:56 - mmengine - INFO - Epoch(train) [58][2600/5005] lr: 1.0000e-02 eta: 8:40:40 time: 0.1540 data_time: 0.0029 loss: 1.1161 03/03 18:04:11 - mmengine - INFO - Epoch(train) [58][2700/5005] lr: 1.0000e-02 eta: 8:40:26 time: 0.1456 data_time: 0.0029 loss: 1.1567 03/03 18:04:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:04:26 - mmengine - INFO - Epoch(train) [58][2800/5005] lr: 1.0000e-02 eta: 8:40:11 time: 0.1541 data_time: 0.0033 loss: 1.2848 03/03 18:04:41 - mmengine - INFO - Epoch(train) [58][2900/5005] lr: 1.0000e-02 eta: 8:39:57 time: 0.1592 data_time: 0.0033 loss: 1.2539 03/03 18:04:56 - mmengine - INFO - Epoch(train) [58][3000/5005] lr: 1.0000e-02 eta: 8:39:43 time: 0.1424 data_time: 0.0030 loss: 1.2918 03/03 18:05:11 - mmengine - INFO - Epoch(train) [58][3100/5005] lr: 1.0000e-02 eta: 8:39:28 time: 0.1479 data_time: 0.0032 loss: 1.0764 03/03 18:05:27 - mmengine - INFO - Epoch(train) [58][3200/5005] lr: 1.0000e-02 eta: 8:39:14 time: 0.1570 data_time: 0.0033 loss: 1.1909 03/03 18:05:43 - mmengine - INFO - Epoch(train) [58][3300/5005] lr: 1.0000e-02 eta: 8:39:00 time: 0.1462 data_time: 0.0031 loss: 1.2142 03/03 18:05:58 - mmengine - INFO - Epoch(train) [58][3400/5005] lr: 1.0000e-02 eta: 8:38:46 time: 0.1520 data_time: 0.0031 loss: 1.1573 03/03 18:06:14 - mmengine - INFO - Epoch(train) [58][3500/5005] lr: 1.0000e-02 eta: 8:38:32 time: 0.1553 data_time: 0.0031 loss: 1.1898 03/03 18:06:29 - mmengine - INFO - Epoch(train) [58][3600/5005] lr: 1.0000e-02 eta: 8:38:18 time: 0.1520 data_time: 0.0030 loss: 1.1883 03/03 18:06:44 - mmengine - INFO - Epoch(train) [58][3700/5005] lr: 1.0000e-02 eta: 8:38:03 time: 0.1519 data_time: 0.0030 loss: 1.1429 03/03 18:06:47 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:07:00 - mmengine - INFO - Epoch(train) [58][3800/5005] lr: 1.0000e-02 eta: 8:37:49 time: 0.1499 data_time: 0.0029 loss: 1.2566 03/03 18:07:15 - mmengine - INFO - Epoch(train) [58][3900/5005] lr: 1.0000e-02 eta: 8:37:34 time: 0.1522 data_time: 0.0028 loss: 1.2675 03/03 18:07:30 - mmengine - INFO - Epoch(train) [58][4000/5005] lr: 1.0000e-02 eta: 8:37:20 time: 0.1471 data_time: 0.0031 loss: 1.3199 03/03 18:07:45 - mmengine - INFO - Epoch(train) [58][4100/5005] lr: 1.0000e-02 eta: 8:37:06 time: 0.1495 data_time: 0.0031 loss: 1.3282 03/03 18:08:00 - mmengine - INFO - Epoch(train) [58][4200/5005] lr: 1.0000e-02 eta: 8:36:51 time: 0.1452 data_time: 0.0031 loss: 1.2901 03/03 18:08:15 - mmengine - INFO - Epoch(train) [58][4300/5005] lr: 1.0000e-02 eta: 8:36:36 time: 0.1698 data_time: 0.0031 loss: 1.3162 03/03 18:08:30 - mmengine - INFO - Epoch(train) [58][4400/5005] lr: 1.0000e-02 eta: 8:36:21 time: 0.1447 data_time: 0.0031 loss: 1.2320 03/03 18:08:45 - mmengine - INFO - Epoch(train) [58][4500/5005] lr: 1.0000e-02 eta: 8:36:07 time: 0.1492 data_time: 0.0030 loss: 1.0857 03/03 18:09:01 - mmengine - INFO - Epoch(train) [58][4600/5005] lr: 1.0000e-02 eta: 8:35:53 time: 0.1530 data_time: 0.0032 loss: 1.1058 03/03 18:09:16 - mmengine - INFO - Epoch(train) [58][4700/5005] lr: 1.0000e-02 eta: 8:35:39 time: 0.1452 data_time: 0.0030 loss: 1.1279 03/03 18:09:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:09:31 - mmengine - INFO - Epoch(train) [58][4800/5005] lr: 1.0000e-02 eta: 8:35:24 time: 0.1469 data_time: 0.0034 loss: 1.2201 03/03 18:09:46 - mmengine - INFO - Epoch(train) [58][4900/5005] lr: 1.0000e-02 eta: 8:35:09 time: 0.1453 data_time: 0.0031 loss: 1.1088 03/03 18:10:01 - mmengine - INFO - Epoch(train) [58][5000/5005] lr: 1.0000e-02 eta: 8:34:55 time: 0.1496 data_time: 0.0040 loss: 1.2193 03/03 18:10:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:10:02 - mmengine - INFO - Saving checkpoint at 58 epochs 03/03 18:10:10 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:06 time: 0.0647 data_time: 0.0452 03/03 18:10:39 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 72.5480 accuracy/top5: 91.1960 03/03 18:10:56 - mmengine - INFO - Epoch(train) [59][ 100/5005] lr: 1.0000e-02 eta: 8:34:41 time: 0.1536 data_time: 0.0034 loss: 1.2023 03/03 18:11:10 - mmengine - INFO - Epoch(train) [59][ 200/5005] lr: 1.0000e-02 eta: 8:34:26 time: 0.1430 data_time: 0.0037 loss: 1.4164 03/03 18:11:25 - mmengine - INFO - Epoch(train) [59][ 300/5005] lr: 1.0000e-02 eta: 8:34:11 time: 0.1471 data_time: 0.0030 loss: 1.1497 03/03 18:11:41 - mmengine - INFO - Epoch(train) [59][ 400/5005] lr: 1.0000e-02 eta: 8:33:57 time: 0.1521 data_time: 0.0028 loss: 1.3315 03/03 18:11:56 - mmengine - INFO - Epoch(train) [59][ 500/5005] lr: 1.0000e-02 eta: 8:33:43 time: 0.1583 data_time: 0.0032 loss: 1.1935 03/03 18:12:12 - mmengine - INFO - Epoch(train) [59][ 600/5005] lr: 1.0000e-02 eta: 8:33:29 time: 0.1527 data_time: 0.0030 loss: 1.0940 03/03 18:12:27 - mmengine - INFO - Epoch(train) [59][ 700/5005] lr: 1.0000e-02 eta: 8:33:15 time: 0.1574 data_time: 0.0031 loss: 1.2899 03/03 18:12:29 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:12:43 - mmengine - INFO - Epoch(train) [59][ 800/5005] lr: 1.0000e-02 eta: 8:33:01 time: 0.1539 data_time: 0.0031 loss: 1.1674 03/03 18:12:59 - mmengine - INFO - Epoch(train) [59][ 900/5005] lr: 1.0000e-02 eta: 8:32:47 time: 0.1740 data_time: 0.0035 loss: 1.3499 03/03 18:13:14 - mmengine - INFO - Epoch(train) [59][1000/5005] lr: 1.0000e-02 eta: 8:32:32 time: 0.1695 data_time: 0.0032 loss: 1.3850 03/03 18:13:30 - mmengine - INFO - Epoch(train) [59][1100/5005] lr: 1.0000e-02 eta: 8:32:18 time: 0.1540 data_time: 0.0034 loss: 1.1438 03/03 18:13:45 - mmengine - INFO - Epoch(train) [59][1200/5005] lr: 1.0000e-02 eta: 8:32:04 time: 0.1548 data_time: 0.0032 loss: 1.0884 03/03 18:14:01 - mmengine - INFO - Epoch(train) [59][1300/5005] lr: 1.0000e-02 eta: 8:31:50 time: 0.1541 data_time: 0.0033 loss: 1.1510 03/03 18:14:16 - mmengine - INFO - Epoch(train) [59][1400/5005] lr: 1.0000e-02 eta: 8:31:35 time: 0.1483 data_time: 0.0032 loss: 1.3614 03/03 18:14:31 - mmengine - INFO - Epoch(train) [59][1500/5005] lr: 1.0000e-02 eta: 8:31:21 time: 0.1452 data_time: 0.0034 loss: 1.2673 03/03 18:14:47 - mmengine - INFO - Epoch(train) [59][1600/5005] lr: 1.0000e-02 eta: 8:31:07 time: 0.1922 data_time: 0.0035 loss: 1.4531 03/03 18:15:02 - mmengine - INFO - Epoch(train) [59][1700/5005] lr: 1.0000e-02 eta: 8:30:52 time: 0.1472 data_time: 0.0030 loss: 1.2404 03/03 18:15:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:15:17 - mmengine - INFO - Epoch(train) [59][1800/5005] lr: 1.0000e-02 eta: 8:30:38 time: 0.1515 data_time: 0.0032 loss: 1.2031 03/03 18:15:32 - mmengine - INFO - Epoch(train) [59][1900/5005] lr: 1.0000e-02 eta: 8:30:23 time: 0.1509 data_time: 0.0032 loss: 1.0503 03/03 18:15:48 - mmengine - INFO - Epoch(train) [59][2000/5005] lr: 1.0000e-02 eta: 8:30:09 time: 0.1507 data_time: 0.0029 loss: 1.1617 03/03 18:16:03 - mmengine - INFO - Epoch(train) [59][2100/5005] lr: 1.0000e-02 eta: 8:29:55 time: 0.1466 data_time: 0.0029 loss: 1.3379 03/03 18:16:18 - mmengine - INFO - Epoch(train) [59][2200/5005] lr: 1.0000e-02 eta: 8:29:40 time: 0.1483 data_time: 0.0035 loss: 1.2041 03/03 18:16:34 - mmengine - INFO - Epoch(train) [59][2300/5005] lr: 1.0000e-02 eta: 8:29:26 time: 0.1689 data_time: 0.0026 loss: 1.3578 03/03 18:16:49 - mmengine - INFO - Epoch(train) [59][2400/5005] lr: 1.0000e-02 eta: 8:29:12 time: 0.1538 data_time: 0.0029 loss: 1.3610 03/03 18:17:04 - mmengine - INFO - Epoch(train) [59][2500/5005] lr: 1.0000e-02 eta: 8:28:57 time: 0.1511 data_time: 0.0031 loss: 1.0865 03/03 18:17:19 - mmengine - INFO - Epoch(train) [59][2600/5005] lr: 1.0000e-02 eta: 8:28:43 time: 0.1527 data_time: 0.0035 loss: 1.1055 03/03 18:17:35 - mmengine - INFO - Epoch(train) [59][2700/5005] lr: 1.0000e-02 eta: 8:28:29 time: 0.1564 data_time: 0.0033 loss: 1.2344 03/03 18:17:37 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:17:50 - mmengine - INFO - Epoch(train) [59][2800/5005] lr: 1.0000e-02 eta: 8:28:14 time: 0.1473 data_time: 0.0035 loss: 1.1907 03/03 18:18:05 - mmengine - INFO - Epoch(train) [59][2900/5005] lr: 1.0000e-02 eta: 8:28:00 time: 0.1525 data_time: 0.0030 loss: 1.2226 03/03 18:18:21 - mmengine - INFO - Epoch(train) [59][3000/5005] lr: 1.0000e-02 eta: 8:27:45 time: 0.1591 data_time: 0.0032 loss: 1.1576 03/03 18:18:35 - mmengine - INFO - Epoch(train) [59][3100/5005] lr: 1.0000e-02 eta: 8:27:31 time: 0.1437 data_time: 0.0035 loss: 1.2215 03/03 18:18:51 - mmengine - INFO - Epoch(train) [59][3200/5005] lr: 1.0000e-02 eta: 8:27:17 time: 0.1527 data_time: 0.0033 loss: 1.2712 03/03 18:19:06 - mmengine - INFO - Epoch(train) [59][3300/5005] lr: 1.0000e-02 eta: 8:27:02 time: 0.1422 data_time: 0.0029 loss: 1.1927 03/03 18:19:21 - mmengine - INFO - Epoch(train) [59][3400/5005] lr: 1.0000e-02 eta: 8:26:47 time: 0.1453 data_time: 0.0029 loss: 1.1138 03/03 18:19:37 - mmengine - INFO - Epoch(train) [59][3500/5005] lr: 1.0000e-02 eta: 8:26:33 time: 0.1522 data_time: 0.0033 loss: 1.3682 03/03 18:19:52 - mmengine - INFO - Epoch(train) [59][3600/5005] lr: 1.0000e-02 eta: 8:26:19 time: 0.1542 data_time: 0.0030 loss: 1.1774 03/03 18:20:07 - mmengine - INFO - Epoch(train) [59][3700/5005] lr: 1.0000e-02 eta: 8:26:04 time: 0.1476 data_time: 0.0032 loss: 1.2545 03/03 18:20:09 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:20:22 - mmengine - INFO - Epoch(train) [59][3800/5005] lr: 1.0000e-02 eta: 8:25:50 time: 0.1461 data_time: 0.0033 loss: 1.1839 03/03 18:20:37 - mmengine - INFO - Epoch(train) [59][3900/5005] lr: 1.0000e-02 eta: 8:25:35 time: 0.1462 data_time: 0.0030 loss: 1.3301 03/03 18:20:52 - mmengine - INFO - Epoch(train) [59][4000/5005] lr: 1.0000e-02 eta: 8:25:21 time: 0.1516 data_time: 0.0030 loss: 1.1253 03/03 18:21:08 - mmengine - INFO - Epoch(train) [59][4100/5005] lr: 1.0000e-02 eta: 8:25:06 time: 0.1546 data_time: 0.0032 loss: 1.1001 03/03 18:21:23 - mmengine - INFO - Epoch(train) [59][4200/5005] lr: 1.0000e-02 eta: 8:24:52 time: 0.1463 data_time: 0.0031 loss: 1.1974 03/03 18:21:38 - mmengine - INFO - Epoch(train) [59][4300/5005] lr: 1.0000e-02 eta: 8:24:38 time: 0.1491 data_time: 0.0030 loss: 1.3666 03/03 18:21:53 - mmengine - INFO - Epoch(train) [59][4400/5005] lr: 1.0000e-02 eta: 8:24:23 time: 0.1483 data_time: 0.0032 loss: 1.1855 03/03 18:22:08 - mmengine - INFO - Epoch(train) [59][4500/5005] lr: 1.0000e-02 eta: 8:24:09 time: 0.1532 data_time: 0.0031 loss: 1.1244 03/03 18:22:24 - mmengine - INFO - Epoch(train) [59][4600/5005] lr: 1.0000e-02 eta: 8:23:55 time: 0.1510 data_time: 0.0032 loss: 1.1142 03/03 18:22:39 - mmengine - INFO - Epoch(train) [59][4700/5005] lr: 1.0000e-02 eta: 8:23:40 time: 0.1489 data_time: 0.0032 loss: 1.4100 03/03 18:22:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:22:54 - mmengine - INFO - Epoch(train) [59][4800/5005] lr: 1.0000e-02 eta: 8:23:25 time: 0.1420 data_time: 0.0030 loss: 1.1124 03/03 18:23:09 - mmengine - INFO - Epoch(train) [59][4900/5005] lr: 1.0000e-02 eta: 8:23:11 time: 0.1602 data_time: 0.0030 loss: 1.0701 03/03 18:23:24 - mmengine - INFO - Epoch(train) [59][5000/5005] lr: 1.0000e-02 eta: 8:22:56 time: 0.1458 data_time: 0.0040 loss: 1.2472 03/03 18:23:24 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:23:25 - mmengine - INFO - Saving checkpoint at 59 epochs 03/03 18:23:33 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:07 time: 0.0620 data_time: 0.0437 03/03 18:24:02 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 72.8000 accuracy/top5: 91.3320 03/03 18:24:18 - mmengine - INFO - Epoch(train) [60][ 100/5005] lr: 1.0000e-02 eta: 8:22:41 time: 0.1510 data_time: 0.0027 loss: 1.3411 03/03 18:24:33 - mmengine - INFO - Epoch(train) [60][ 200/5005] lr: 1.0000e-02 eta: 8:22:27 time: 0.1499 data_time: 0.0031 loss: 1.2667 03/03 18:24:48 - mmengine - INFO - Epoch(train) [60][ 300/5005] lr: 1.0000e-02 eta: 8:22:12 time: 0.1469 data_time: 0.0029 loss: 1.2558 03/03 18:25:03 - mmengine - INFO - Epoch(train) [60][ 400/5005] lr: 1.0000e-02 eta: 8:21:58 time: 0.1488 data_time: 0.0028 loss: 1.1213 03/03 18:25:19 - mmengine - INFO - Epoch(train) [60][ 500/5005] lr: 1.0000e-02 eta: 8:21:43 time: 0.1546 data_time: 0.0028 loss: 1.0899 03/03 18:25:34 - mmengine - INFO - Epoch(train) [60][ 600/5005] lr: 1.0000e-02 eta: 8:21:29 time: 0.1497 data_time: 0.0027 loss: 1.1723 03/03 18:25:49 - mmengine - INFO - Epoch(train) [60][ 700/5005] lr: 1.0000e-02 eta: 8:21:14 time: 0.1522 data_time: 0.0028 loss: 1.1549 03/03 18:25:49 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:26:04 - mmengine - INFO - Epoch(train) [60][ 800/5005] lr: 1.0000e-02 eta: 8:21:00 time: 0.1523 data_time: 0.0028 loss: 1.2681 03/03 18:26:19 - mmengine - INFO - Epoch(train) [60][ 900/5005] lr: 1.0000e-02 eta: 8:20:45 time: 0.1471 data_time: 0.0029 loss: 1.3070 03/03 18:26:34 - mmengine - INFO - Epoch(train) [60][1000/5005] lr: 1.0000e-02 eta: 8:20:31 time: 0.1526 data_time: 0.0027 loss: 1.1135 03/03 18:26:49 - mmengine - INFO - Epoch(train) [60][1100/5005] lr: 1.0000e-02 eta: 8:20:17 time: 0.1518 data_time: 0.0027 loss: 1.0763 03/03 18:27:05 - mmengine - INFO - Epoch(train) [60][1200/5005] lr: 1.0000e-02 eta: 8:20:02 time: 0.1509 data_time: 0.0029 loss: 1.3153 03/03 18:27:20 - mmengine - INFO - Epoch(train) [60][1300/5005] lr: 1.0000e-02 eta: 8:19:48 time: 0.1466 data_time: 0.0034 loss: 1.2999 03/03 18:27:35 - mmengine - INFO - Epoch(train) [60][1400/5005] lr: 1.0000e-02 eta: 8:19:33 time: 0.1475 data_time: 0.0031 loss: 1.1184 03/03 18:27:50 - mmengine - INFO - Epoch(train) [60][1500/5005] lr: 1.0000e-02 eta: 8:19:19 time: 0.1507 data_time: 0.0027 loss: 1.2390 03/03 18:28:05 - mmengine - INFO - Epoch(train) [60][1600/5005] lr: 1.0000e-02 eta: 8:19:04 time: 0.1478 data_time: 0.0029 loss: 1.1173 03/03 18:28:20 - mmengine - INFO - Epoch(train) [60][1700/5005] lr: 1.0000e-02 eta: 8:18:50 time: 0.1427 data_time: 0.0032 loss: 1.1114 03/03 18:28:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:28:35 - mmengine - INFO - Epoch(train) [60][1800/5005] lr: 1.0000e-02 eta: 8:18:35 time: 0.1439 data_time: 0.0030 loss: 1.2915 03/03 18:28:49 - mmengine - INFO - Epoch(train) [60][1900/5005] lr: 1.0000e-02 eta: 8:18:20 time: 0.1456 data_time: 0.0029 loss: 1.1076 03/03 18:29:04 - mmengine - INFO - Epoch(train) [60][2000/5005] lr: 1.0000e-02 eta: 8:18:05 time: 0.1464 data_time: 0.0029 loss: 1.2090 03/03 18:29:19 - mmengine - INFO - Epoch(train) [60][2100/5005] lr: 1.0000e-02 eta: 8:17:50 time: 0.1493 data_time: 0.0032 loss: 1.1017 03/03 18:29:34 - mmengine - INFO - Epoch(train) [60][2200/5005] lr: 1.0000e-02 eta: 8:17:36 time: 0.1539 data_time: 0.0034 loss: 1.3369 03/03 18:29:50 - mmengine - INFO - Epoch(train) [60][2300/5005] lr: 1.0000e-02 eta: 8:17:22 time: 0.1457 data_time: 0.0033 loss: 1.1472 03/03 18:30:04 - mmengine - INFO - Epoch(train) [60][2400/5005] lr: 1.0000e-02 eta: 8:17:07 time: 0.1650 data_time: 0.0028 loss: 1.2707 03/03 18:30:19 - mmengine - INFO - Epoch(train) [60][2500/5005] lr: 1.0000e-02 eta: 8:16:52 time: 0.1685 data_time: 0.0031 loss: 1.2550 03/03 18:30:34 - mmengine - INFO - Epoch(train) [60][2600/5005] lr: 1.0000e-02 eta: 8:16:38 time: 0.1483 data_time: 0.0030 loss: 1.1204 03/03 18:30:49 - mmengine - INFO - Epoch(train) [60][2700/5005] lr: 1.0000e-02 eta: 8:16:23 time: 0.1440 data_time: 0.0031 loss: 1.3316 03/03 18:30:49 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:31:04 - mmengine - INFO - Epoch(train) [60][2800/5005] lr: 1.0000e-02 eta: 8:16:08 time: 0.1417 data_time: 0.0032 loss: 1.2813 03/03 18:31:19 - mmengine - INFO - Epoch(train) [60][2900/5005] lr: 1.0000e-02 eta: 8:15:53 time: 0.1526 data_time: 0.0034 loss: 1.0045 03/03 18:31:35 - mmengine - INFO - Epoch(train) [60][3000/5005] lr: 1.0000e-02 eta: 8:15:40 time: 0.1574 data_time: 0.0035 loss: 1.3177 03/03 18:31:50 - mmengine - INFO - Epoch(train) [60][3100/5005] lr: 1.0000e-02 eta: 8:15:25 time: 0.1488 data_time: 0.0032 loss: 1.2962 03/03 18:32:05 - mmengine - INFO - Epoch(train) [60][3200/5005] lr: 1.0000e-02 eta: 8:15:11 time: 0.1486 data_time: 0.0035 loss: 1.1842 03/03 18:32:20 - mmengine - INFO - Epoch(train) [60][3300/5005] lr: 1.0000e-02 eta: 8:14:56 time: 0.1420 data_time: 0.0033 loss: 1.1045 03/03 18:32:35 - mmengine - INFO - Epoch(train) [60][3400/5005] lr: 1.0000e-02 eta: 8:14:41 time: 0.1514 data_time: 0.0031 loss: 1.2354 03/03 18:32:50 - mmengine - INFO - Epoch(train) [60][3500/5005] lr: 1.0000e-02 eta: 8:14:27 time: 0.1512 data_time: 0.0032 loss: 1.1951 03/03 18:33:06 - mmengine - INFO - Epoch(train) [60][3600/5005] lr: 1.0000e-02 eta: 8:14:13 time: 0.1513 data_time: 0.0032 loss: 1.3172 03/03 18:33:21 - mmengine - INFO - Epoch(train) [60][3700/5005] lr: 1.0000e-02 eta: 8:13:58 time: 0.1462 data_time: 0.0031 loss: 1.0935 03/03 18:33:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:33:36 - mmengine - INFO - Epoch(train) [60][3800/5005] lr: 1.0000e-02 eta: 8:13:44 time: 0.1481 data_time: 0.0033 loss: 1.0578 03/03 18:33:51 - mmengine - INFO - Epoch(train) [60][3900/5005] lr: 1.0000e-02 eta: 8:13:30 time: 0.1478 data_time: 0.0034 loss: 1.3185 03/03 18:34:07 - mmengine - INFO - Epoch(train) [60][4000/5005] lr: 1.0000e-02 eta: 8:13:15 time: 0.1537 data_time: 0.0034 loss: 1.2212 03/03 18:34:22 - mmengine - INFO - Epoch(train) [60][4100/5005] lr: 1.0000e-02 eta: 8:13:01 time: 0.1474 data_time: 0.0032 loss: 1.3559 03/03 18:34:37 - mmengine - INFO - Epoch(train) [60][4200/5005] lr: 1.0000e-02 eta: 8:12:46 time: 0.1437 data_time: 0.0032 loss: 1.2116 03/03 18:34:52 - mmengine - INFO - Epoch(train) [60][4300/5005] lr: 1.0000e-02 eta: 8:12:32 time: 0.1457 data_time: 0.0032 loss: 1.1682 03/03 18:35:07 - mmengine - INFO - Epoch(train) [60][4400/5005] lr: 1.0000e-02 eta: 8:12:17 time: 0.1462 data_time: 0.0031 loss: 1.2648 03/03 18:35:21 - mmengine - INFO - Epoch(train) [60][4500/5005] lr: 1.0000e-02 eta: 8:12:02 time: 0.1496 data_time: 0.0032 loss: 1.1842 03/03 18:35:36 - mmengine - INFO - Epoch(train) [60][4600/5005] lr: 1.0000e-02 eta: 8:11:47 time: 0.1503 data_time: 0.0033 loss: 1.1826 03/03 18:35:52 - mmengine - INFO - Epoch(train) [60][4700/5005] lr: 1.0000e-02 eta: 8:11:33 time: 0.1579 data_time: 0.0031 loss: 1.1085 03/03 18:35:53 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:36:08 - mmengine - INFO - Epoch(train) [60][4800/5005] lr: 1.0000e-02 eta: 8:11:19 time: 0.1510 data_time: 0.0034 loss: 1.5233 03/03 18:36:23 - mmengine - INFO - Epoch(train) [60][4900/5005] lr: 1.0000e-02 eta: 8:11:05 time: 0.1496 data_time: 0.0033 loss: 1.0989 03/03 18:36:39 - mmengine - INFO - Epoch(train) [60][5000/5005] lr: 1.0000e-02 eta: 8:10:51 time: 0.1552 data_time: 0.0042 loss: 1.3157 03/03 18:36:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:36:40 - mmengine - INFO - Saving checkpoint at 60 epochs 03/03 18:36:48 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:06 time: 0.0704 data_time: 0.0504 03/03 18:37:18 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 72.2480 accuracy/top5: 91.0640 03/03 18:37:34 - mmengine - INFO - Epoch(train) [61][ 100/5005] lr: 1.0000e-03 eta: 8:10:37 time: 0.1565 data_time: 0.0031 loss: 1.0879 03/03 18:37:50 - mmengine - INFO - Epoch(train) [61][ 200/5005] lr: 1.0000e-03 eta: 8:10:22 time: 0.1764 data_time: 0.0032 loss: 1.1469 03/03 18:38:06 - mmengine - INFO - Epoch(train) [61][ 300/5005] lr: 1.0000e-03 eta: 8:10:08 time: 0.1548 data_time: 0.0032 loss: 1.2617 03/03 18:38:21 - mmengine - INFO - Epoch(train) [61][ 400/5005] lr: 1.0000e-03 eta: 8:09:54 time: 0.1546 data_time: 0.0032 loss: 1.1141 03/03 18:38:36 - mmengine - INFO - Epoch(train) [61][ 500/5005] lr: 1.0000e-03 eta: 8:09:39 time: 0.1391 data_time: 0.0033 loss: 0.9650 03/03 18:38:51 - mmengine - INFO - Epoch(train) [61][ 600/5005] lr: 1.0000e-03 eta: 8:09:25 time: 0.1490 data_time: 0.0031 loss: 1.1718 03/03 18:39:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:39:06 - mmengine - INFO - Epoch(train) [61][ 700/5005] lr: 1.0000e-03 eta: 8:09:10 time: 0.1505 data_time: 0.0033 loss: 0.9954 03/03 18:39:21 - mmengine - INFO - Epoch(train) [61][ 800/5005] lr: 1.0000e-03 eta: 8:08:56 time: 0.1424 data_time: 0.0033 loss: 1.0612 03/03 18:39:36 - mmengine - INFO - Epoch(train) [61][ 900/5005] lr: 1.0000e-03 eta: 8:08:41 time: 0.1513 data_time: 0.0031 loss: 1.1084 03/03 18:39:52 - mmengine - INFO - Epoch(train) [61][1000/5005] lr: 1.0000e-03 eta: 8:08:27 time: 0.1529 data_time: 0.0032 loss: 1.1870 03/03 18:40:07 - mmengine - INFO - Epoch(train) [61][1100/5005] lr: 1.0000e-03 eta: 8:08:13 time: 0.1507 data_time: 0.0030 loss: 0.9767 03/03 18:40:23 - mmengine - INFO - Epoch(train) [61][1200/5005] lr: 1.0000e-03 eta: 8:07:58 time: 0.1516 data_time: 0.0029 loss: 1.0976 03/03 18:40:38 - mmengine - INFO - Epoch(train) [61][1300/5005] lr: 1.0000e-03 eta: 8:07:44 time: 0.1544 data_time: 0.0031 loss: 0.9969 03/03 18:40:54 - mmengine - INFO - Epoch(train) [61][1400/5005] lr: 1.0000e-03 eta: 8:07:30 time: 0.1549 data_time: 0.0033 loss: 1.1204 03/03 18:41:10 - mmengine - INFO - Epoch(train) [61][1500/5005] lr: 1.0000e-03 eta: 8:07:16 time: 0.1489 data_time: 0.0033 loss: 1.0164 03/03 18:41:25 - mmengine - INFO - Epoch(train) [61][1600/5005] lr: 1.0000e-03 eta: 8:07:01 time: 0.1681 data_time: 0.0031 loss: 1.1519 03/03 18:41:41 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:41:41 - mmengine - INFO - Epoch(train) [61][1700/5005] lr: 1.0000e-03 eta: 8:06:47 time: 0.1554 data_time: 0.0032 loss: 0.9548 03/03 18:41:57 - mmengine - INFO - Epoch(train) [61][1800/5005] lr: 1.0000e-03 eta: 8:06:33 time: 0.1517 data_time: 0.0032 loss: 0.9595 03/03 18:42:12 - mmengine - INFO - Epoch(train) [61][1900/5005] lr: 1.0000e-03 eta: 8:06:19 time: 0.1537 data_time: 0.0032 loss: 1.1772 03/03 18:42:28 - mmengine - INFO - Epoch(train) [61][2000/5005] lr: 1.0000e-03 eta: 8:06:05 time: 0.1523 data_time: 0.0029 loss: 0.9991 03/03 18:42:42 - mmengine - INFO - Epoch(train) [61][2100/5005] lr: 1.0000e-03 eta: 8:05:50 time: 0.1542 data_time: 0.0033 loss: 1.0716 03/03 18:42:58 - mmengine - INFO - Epoch(train) [61][2200/5005] lr: 1.0000e-03 eta: 8:05:36 time: 0.1445 data_time: 0.0028 loss: 1.1671 03/03 18:43:12 - mmengine - INFO - Epoch(train) [61][2300/5005] lr: 1.0000e-03 eta: 8:05:21 time: 0.1355 data_time: 0.0033 loss: 0.8772 03/03 18:43:27 - mmengine - INFO - Epoch(train) [61][2400/5005] lr: 1.0000e-03 eta: 8:05:06 time: 0.1684 data_time: 0.0032 loss: 0.9395 03/03 18:43:42 - mmengine - INFO - Epoch(train) [61][2500/5005] lr: 1.0000e-03 eta: 8:04:51 time: 0.1470 data_time: 0.0030 loss: 1.0873 03/03 18:43:57 - mmengine - INFO - Epoch(train) [61][2600/5005] lr: 1.0000e-03 eta: 8:04:36 time: 0.1419 data_time: 0.0032 loss: 0.8621 03/03 18:44:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:44:12 - mmengine - INFO - Epoch(train) [61][2700/5005] lr: 1.0000e-03 eta: 8:04:22 time: 0.1463 data_time: 0.0033 loss: 1.1950 03/03 18:44:27 - mmengine - INFO - Epoch(train) [61][2800/5005] lr: 1.0000e-03 eta: 8:04:08 time: 0.1529 data_time: 0.0032 loss: 1.0042 03/03 18:44:42 - mmengine - INFO - Epoch(train) [61][2900/5005] lr: 1.0000e-03 eta: 8:03:53 time: 0.1436 data_time: 0.0029 loss: 0.8697 03/03 18:44:57 - mmengine - INFO - Epoch(train) [61][3000/5005] lr: 1.0000e-03 eta: 8:03:38 time: 0.1489 data_time: 0.0032 loss: 0.8653 03/03 18:45:12 - mmengine - INFO - Epoch(train) [61][3100/5005] lr: 1.0000e-03 eta: 8:03:24 time: 0.1485 data_time: 0.0033 loss: 1.0838 03/03 18:45:27 - mmengine - INFO - Epoch(train) [61][3200/5005] lr: 1.0000e-03 eta: 8:03:09 time: 0.1566 data_time: 0.0029 loss: 0.9518 03/03 18:45:43 - mmengine - INFO - Epoch(train) [61][3300/5005] lr: 1.0000e-03 eta: 8:02:55 time: 0.1567 data_time: 0.0033 loss: 1.1322 03/03 18:45:58 - mmengine - INFO - Epoch(train) [61][3400/5005] lr: 1.0000e-03 eta: 8:02:41 time: 0.1506 data_time: 0.0028 loss: 1.1457 03/03 18:46:14 - mmengine - INFO - Epoch(train) [61][3500/5005] lr: 1.0000e-03 eta: 8:02:26 time: 0.1541 data_time: 0.0033 loss: 0.9409 03/03 18:46:29 - mmengine - INFO - Epoch(train) [61][3600/5005] lr: 1.0000e-03 eta: 8:02:12 time: 0.1507 data_time: 0.0029 loss: 1.0639 03/03 18:46:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:46:44 - mmengine - INFO - Epoch(train) [61][3700/5005] lr: 1.0000e-03 eta: 8:01:57 time: 0.1655 data_time: 0.0034 loss: 1.2483 03/03 18:46:59 - mmengine - INFO - Epoch(train) [61][3800/5005] lr: 1.0000e-03 eta: 8:01:43 time: 0.1452 data_time: 0.0032 loss: 0.9283 03/03 18:47:14 - mmengine - INFO - Epoch(train) [61][3900/5005] lr: 1.0000e-03 eta: 8:01:28 time: 0.1517 data_time: 0.0028 loss: 0.9576 03/03 18:47:30 - mmengine - INFO - Epoch(train) [61][4000/5005] lr: 1.0000e-03 eta: 8:01:14 time: 0.1520 data_time: 0.0030 loss: 0.9916 03/03 18:47:45 - mmengine - INFO - Epoch(train) [61][4100/5005] lr: 1.0000e-03 eta: 8:00:59 time: 0.1444 data_time: 0.0029 loss: 0.8584 03/03 18:48:00 - mmengine - INFO - Epoch(train) [61][4200/5005] lr: 1.0000e-03 eta: 8:00:45 time: 0.1543 data_time: 0.0033 loss: 0.9101 03/03 18:48:16 - mmengine - INFO - Epoch(train) [61][4300/5005] lr: 1.0000e-03 eta: 8:00:31 time: 0.1549 data_time: 0.0036 loss: 1.0464 03/03 18:48:30 - mmengine - INFO - Epoch(train) [61][4400/5005] lr: 1.0000e-03 eta: 8:00:16 time: 0.1482 data_time: 0.0034 loss: 0.9184 03/03 18:48:46 - mmengine - INFO - Epoch(train) [61][4500/5005] lr: 1.0000e-03 eta: 8:00:01 time: 0.1516 data_time: 0.0032 loss: 0.8935 03/03 18:49:01 - mmengine - INFO - Epoch(train) [61][4600/5005] lr: 1.0000e-03 eta: 7:59:47 time: 0.1468 data_time: 0.0029 loss: 0.9813 03/03 18:49:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:49:16 - mmengine - INFO - Epoch(train) [61][4700/5005] lr: 1.0000e-03 eta: 7:59:33 time: 0.1503 data_time: 0.0028 loss: 0.9623 03/03 18:49:32 - mmengine - INFO - Epoch(train) [61][4800/5005] lr: 1.0000e-03 eta: 7:59:18 time: 0.1534 data_time: 0.0031 loss: 0.9725 03/03 18:49:47 - mmengine - INFO - Epoch(train) [61][4900/5005] lr: 1.0000e-03 eta: 7:59:04 time: 0.1522 data_time: 0.0027 loss: 0.9445 03/03 18:50:03 - mmengine - INFO - Epoch(train) [61][5000/5005] lr: 1.0000e-03 eta: 7:58:50 time: 0.1594 data_time: 0.0043 loss: 0.9352 03/03 18:50:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:50:04 - mmengine - INFO - Saving checkpoint at 61 epochs 03/03 18:50:12 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:06 time: 0.0606 data_time: 0.0418 03/03 18:50:41 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 76.0580 accuracy/top5: 92.9660 03/03 18:50:57 - mmengine - INFO - Epoch(train) [62][ 100/5005] lr: 1.0000e-03 eta: 7:58:35 time: 0.1731 data_time: 0.0034 loss: 1.0590 03/03 18:51:12 - mmengine - INFO - Epoch(train) [62][ 200/5005] lr: 1.0000e-03 eta: 7:58:21 time: 0.1420 data_time: 0.0029 loss: 1.0030 03/03 18:51:27 - mmengine - INFO - Epoch(train) [62][ 300/5005] lr: 1.0000e-03 eta: 7:58:06 time: 0.1451 data_time: 0.0031 loss: 0.9549 03/03 18:51:43 - mmengine - INFO - Epoch(train) [62][ 400/5005] lr: 1.0000e-03 eta: 7:57:52 time: 0.1526 data_time: 0.0033 loss: 1.3331 03/03 18:51:58 - mmengine - INFO - Epoch(train) [62][ 500/5005] lr: 1.0000e-03 eta: 7:57:37 time: 0.1438 data_time: 0.0032 loss: 1.1376 03/03 18:52:13 - mmengine - INFO - Epoch(train) [62][ 600/5005] lr: 1.0000e-03 eta: 7:57:23 time: 0.1712 data_time: 0.0032 loss: 1.1233 03/03 18:52:27 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:52:28 - mmengine - INFO - Epoch(train) [62][ 700/5005] lr: 1.0000e-03 eta: 7:57:08 time: 0.1481 data_time: 0.0032 loss: 0.8788 03/03 18:52:43 - mmengine - INFO - Epoch(train) [62][ 800/5005] lr: 1.0000e-03 eta: 7:56:53 time: 0.1480 data_time: 0.0032 loss: 1.0414 03/03 18:52:58 - mmengine - INFO - Epoch(train) [62][ 900/5005] lr: 1.0000e-03 eta: 7:56:39 time: 0.1566 data_time: 0.0032 loss: 0.8699 03/03 18:53:14 - mmengine - INFO - Epoch(train) [62][1000/5005] lr: 1.0000e-03 eta: 7:56:25 time: 0.1572 data_time: 0.0032 loss: 0.8430 03/03 18:53:29 - mmengine - INFO - Epoch(train) [62][1100/5005] lr: 1.0000e-03 eta: 7:56:10 time: 0.1491 data_time: 0.0033 loss: 0.9441 03/03 18:53:44 - mmengine - INFO - Epoch(train) [62][1200/5005] lr: 1.0000e-03 eta: 7:55:56 time: 0.1467 data_time: 0.0034 loss: 1.1903 03/03 18:53:59 - mmengine - INFO - Epoch(train) [62][1300/5005] lr: 1.0000e-03 eta: 7:55:41 time: 0.1481 data_time: 0.0030 loss: 0.9678 03/03 18:54:15 - mmengine - INFO - Epoch(train) [62][1400/5005] lr: 1.0000e-03 eta: 7:55:27 time: 0.1713 data_time: 0.0031 loss: 0.9438 03/03 18:54:30 - mmengine - INFO - Epoch(train) [62][1500/5005] lr: 1.0000e-03 eta: 7:55:13 time: 0.1491 data_time: 0.0030 loss: 1.0967 03/03 18:54:45 - mmengine - INFO - Epoch(train) [62][1600/5005] lr: 1.0000e-03 eta: 7:54:58 time: 0.1460 data_time: 0.0031 loss: 1.0125 03/03 18:54:59 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:55:00 - mmengine - INFO - Epoch(train) [62][1700/5005] lr: 1.0000e-03 eta: 7:54:43 time: 0.1525 data_time: 0.0033 loss: 0.8930 03/03 18:55:15 - mmengine - INFO - Epoch(train) [62][1800/5005] lr: 1.0000e-03 eta: 7:54:29 time: 0.1483 data_time: 0.0031 loss: 0.8289 03/03 18:55:31 - mmengine - INFO - Epoch(train) [62][1900/5005] lr: 1.0000e-03 eta: 7:54:14 time: 0.1528 data_time: 0.0032 loss: 1.1482 03/03 18:55:46 - mmengine - INFO - Epoch(train) [62][2000/5005] lr: 1.0000e-03 eta: 7:54:00 time: 0.1435 data_time: 0.0031 loss: 0.9367 03/03 18:56:01 - mmengine - INFO - Epoch(train) [62][2100/5005] lr: 1.0000e-03 eta: 7:53:45 time: 0.1556 data_time: 0.0030 loss: 0.9312 03/03 18:56:16 - mmengine - INFO - Epoch(train) [62][2200/5005] lr: 1.0000e-03 eta: 7:53:31 time: 0.1495 data_time: 0.0034 loss: 1.1232 03/03 18:56:32 - mmengine - INFO - Epoch(train) [62][2300/5005] lr: 1.0000e-03 eta: 7:53:17 time: 0.1496 data_time: 0.0029 loss: 0.9115 03/03 18:56:47 - mmengine - INFO - Epoch(train) [62][2400/5005] lr: 1.0000e-03 eta: 7:53:02 time: 0.1531 data_time: 0.0033 loss: 1.0165 03/03 18:57:02 - mmengine - INFO - Epoch(train) [62][2500/5005] lr: 1.0000e-03 eta: 7:52:48 time: 0.1477 data_time: 0.0031 loss: 0.8392 03/03 18:57:18 - mmengine - INFO - Epoch(train) [62][2600/5005] lr: 1.0000e-03 eta: 7:52:34 time: 0.1841 data_time: 0.0031 loss: 1.0279 03/03 18:57:33 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 18:57:33 - mmengine - INFO - Epoch(train) [62][2700/5005] lr: 1.0000e-03 eta: 7:52:19 time: 0.1438 data_time: 0.0031 loss: 0.9299 03/03 18:57:48 - mmengine - INFO - Epoch(train) [62][2800/5005] lr: 1.0000e-03 eta: 7:52:04 time: 0.1463 data_time: 0.0033 loss: 1.0755 03/03 18:58:03 - mmengine - INFO - Epoch(train) [62][2900/5005] lr: 1.0000e-03 eta: 7:51:50 time: 0.1454 data_time: 0.0032 loss: 1.1386 03/03 18:58:18 - mmengine - INFO - Epoch(train) [62][3000/5005] lr: 1.0000e-03 eta: 7:51:35 time: 0.1444 data_time: 0.0030 loss: 0.9738 03/03 18:58:33 - mmengine - INFO - Epoch(train) [62][3100/5005] lr: 1.0000e-03 eta: 7:51:20 time: 0.1468 data_time: 0.0032 loss: 1.0315 03/03 18:58:48 - mmengine - INFO - Epoch(train) [62][3200/5005] lr: 1.0000e-03 eta: 7:51:06 time: 0.1515 data_time: 0.0028 loss: 0.9512 03/03 18:59:03 - mmengine - INFO - Epoch(train) [62][3300/5005] lr: 1.0000e-03 eta: 7:50:51 time: 0.1508 data_time: 0.0032 loss: 1.0145 03/03 18:59:18 - mmengine - INFO - Epoch(train) [62][3400/5005] lr: 1.0000e-03 eta: 7:50:36 time: 0.1471 data_time: 0.0035 loss: 0.9821 03/03 18:59:32 - mmengine - INFO - Epoch(train) [62][3500/5005] lr: 1.0000e-03 eta: 7:50:22 time: 0.1528 data_time: 0.0028 loss: 0.9140 03/03 18:59:48 - mmengine - INFO - Epoch(train) [62][3600/5005] lr: 1.0000e-03 eta: 7:50:07 time: 0.1497 data_time: 0.0031 loss: 0.8998 03/03 19:00:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:00:02 - mmengine - INFO - Epoch(train) [62][3700/5005] lr: 1.0000e-03 eta: 7:49:52 time: 0.1511 data_time: 0.0033 loss: 0.9181 03/03 19:00:17 - mmengine - INFO - Epoch(train) [62][3800/5005] lr: 1.0000e-03 eta: 7:49:38 time: 0.1447 data_time: 0.0029 loss: 0.9268 03/03 19:00:33 - mmengine - INFO - Epoch(train) [62][3900/5005] lr: 1.0000e-03 eta: 7:49:23 time: 0.1507 data_time: 0.0032 loss: 1.0884 03/03 19:00:48 - mmengine - INFO - Epoch(train) [62][4000/5005] lr: 1.0000e-03 eta: 7:49:09 time: 0.1468 data_time: 0.0031 loss: 0.9583 03/03 19:01:03 - mmengine - INFO - Epoch(train) [62][4100/5005] lr: 1.0000e-03 eta: 7:48:54 time: 0.1393 data_time: 0.0032 loss: 1.0639 03/03 19:01:17 - mmengine - INFO - Epoch(train) [62][4200/5005] lr: 1.0000e-03 eta: 7:48:39 time: 0.1385 data_time: 0.0031 loss: 1.1287 03/03 19:01:31 - mmengine - INFO - Epoch(train) [62][4300/5005] lr: 1.0000e-03 eta: 7:48:24 time: 0.1360 data_time: 0.0033 loss: 0.9007 03/03 19:01:45 - mmengine - INFO - Epoch(train) [62][4400/5005] lr: 1.0000e-03 eta: 7:48:09 time: 0.1418 data_time: 0.0032 loss: 1.0244 03/03 19:01:59 - mmengine - INFO - Epoch(train) [62][4500/5005] lr: 1.0000e-03 eta: 7:47:54 time: 0.1434 data_time: 0.0033 loss: 1.0256 03/03 19:02:14 - mmengine - INFO - Epoch(train) [62][4600/5005] lr: 1.0000e-03 eta: 7:47:39 time: 0.1449 data_time: 0.0032 loss: 1.1053 03/03 19:02:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:02:29 - mmengine - INFO - Epoch(train) [62][4700/5005] lr: 1.0000e-03 eta: 7:47:24 time: 0.1479 data_time: 0.0034 loss: 0.9309 03/03 19:02:44 - mmengine - INFO - Epoch(train) [62][4800/5005] lr: 1.0000e-03 eta: 7:47:09 time: 0.1478 data_time: 0.0032 loss: 1.0432 03/03 19:02:58 - mmengine - INFO - Epoch(train) [62][4900/5005] lr: 1.0000e-03 eta: 7:46:54 time: 0.1379 data_time: 0.0033 loss: 0.8941 03/03 19:03:12 - mmengine - INFO - Epoch(train) [62][5000/5005] lr: 1.0000e-03 eta: 7:46:39 time: 0.1439 data_time: 0.0043 loss: 0.8122 03/03 19:03:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:03:14 - mmengine - INFO - Saving checkpoint at 62 epochs 03/03 19:03:22 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:06 time: 0.0632 data_time: 0.0444 03/03 19:03:52 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 76.4780 accuracy/top5: 93.1880 03/03 19:04:07 - mmengine - INFO - Epoch(train) [63][ 100/5005] lr: 1.0000e-03 eta: 7:46:24 time: 0.1466 data_time: 0.0033 loss: 1.0183 03/03 19:04:23 - mmengine - INFO - Epoch(train) [63][ 200/5005] lr: 1.0000e-03 eta: 7:46:10 time: 0.1520 data_time: 0.0031 loss: 0.9322 03/03 19:04:38 - mmengine - INFO - Epoch(train) [63][ 300/5005] lr: 1.0000e-03 eta: 7:45:56 time: 0.1468 data_time: 0.0033 loss: 0.9603 03/03 19:04:53 - mmengine - INFO - Epoch(train) [63][ 400/5005] lr: 1.0000e-03 eta: 7:45:41 time: 0.1513 data_time: 0.0031 loss: 1.0580 03/03 19:05:09 - mmengine - INFO - Epoch(train) [63][ 500/5005] lr: 1.0000e-03 eta: 7:45:27 time: 0.1570 data_time: 0.0034 loss: 0.9802 03/03 19:05:24 - mmengine - INFO - Epoch(train) [63][ 600/5005] lr: 1.0000e-03 eta: 7:45:12 time: 0.1505 data_time: 0.0038 loss: 0.9972 03/03 19:05:38 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:05:40 - mmengine - INFO - Epoch(train) [63][ 700/5005] lr: 1.0000e-03 eta: 7:44:58 time: 0.1470 data_time: 0.0034 loss: 1.1888 03/03 19:05:55 - mmengine - INFO - Epoch(train) [63][ 800/5005] lr: 1.0000e-03 eta: 7:44:43 time: 0.1503 data_time: 0.0029 loss: 0.8528 03/03 19:06:10 - mmengine - INFO - Epoch(train) [63][ 900/5005] lr: 1.0000e-03 eta: 7:44:29 time: 0.1477 data_time: 0.0032 loss: 1.0118 03/03 19:06:25 - mmengine - INFO - Epoch(train) [63][1000/5005] lr: 1.0000e-03 eta: 7:44:14 time: 0.1516 data_time: 0.0031 loss: 0.9725 03/03 19:06:41 - mmengine - INFO - Epoch(train) [63][1100/5005] lr: 1.0000e-03 eta: 7:44:00 time: 0.1493 data_time: 0.0034 loss: 0.9279 03/03 19:06:56 - mmengine - INFO - Epoch(train) [63][1200/5005] lr: 1.0000e-03 eta: 7:43:45 time: 0.1464 data_time: 0.0030 loss: 0.8952 03/03 19:07:11 - mmengine - INFO - Epoch(train) [63][1300/5005] lr: 1.0000e-03 eta: 7:43:31 time: 0.1393 data_time: 0.0033 loss: 0.8975 03/03 19:07:25 - mmengine - INFO - Epoch(train) [63][1400/5005] lr: 1.0000e-03 eta: 7:43:15 time: 0.1462 data_time: 0.0034 loss: 1.1519 03/03 19:07:40 - mmengine - INFO - Epoch(train) [63][1500/5005] lr: 1.0000e-03 eta: 7:43:01 time: 0.1481 data_time: 0.0029 loss: 0.9685 03/03 19:07:55 - mmengine - INFO - Epoch(train) [63][1600/5005] lr: 1.0000e-03 eta: 7:42:46 time: 0.1490 data_time: 0.0033 loss: 1.0307 03/03 19:08:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:08:10 - mmengine - INFO - Epoch(train) [63][1700/5005] lr: 1.0000e-03 eta: 7:42:32 time: 0.1698 data_time: 0.0031 loss: 0.8346 03/03 19:08:25 - mmengine - INFO - Epoch(train) [63][1800/5005] lr: 1.0000e-03 eta: 7:42:17 time: 0.1433 data_time: 0.0031 loss: 0.9060 03/03 19:08:40 - mmengine - INFO - Epoch(train) [63][1900/5005] lr: 1.0000e-03 eta: 7:42:02 time: 0.1488 data_time: 0.0036 loss: 0.9152 03/03 19:08:54 - mmengine - INFO - Epoch(train) [63][2000/5005] lr: 1.0000e-03 eta: 7:41:48 time: 0.1459 data_time: 0.0034 loss: 0.8239 03/03 19:09:09 - mmengine - INFO - Epoch(train) [63][2100/5005] lr: 1.0000e-03 eta: 7:41:33 time: 0.1461 data_time: 0.0032 loss: 1.0291 03/03 19:09:24 - mmengine - INFO - Epoch(train) [63][2200/5005] lr: 1.0000e-03 eta: 7:41:18 time: 0.1456 data_time: 0.0032 loss: 1.0692 03/03 19:09:39 - mmengine - INFO - Epoch(train) [63][2300/5005] lr: 1.0000e-03 eta: 7:41:03 time: 0.1457 data_time: 0.0032 loss: 0.8016 03/03 19:09:53 - mmengine - INFO - Epoch(train) [63][2400/5005] lr: 1.0000e-03 eta: 7:40:48 time: 0.1458 data_time: 0.0032 loss: 1.0905 03/03 19:10:08 - mmengine - INFO - Epoch(train) [63][2500/5005] lr: 1.0000e-03 eta: 7:40:34 time: 0.1446 data_time: 0.0032 loss: 1.0564 03/03 19:10:23 - mmengine - INFO - Epoch(train) [63][2600/5005] lr: 1.0000e-03 eta: 7:40:19 time: 0.1368 data_time: 0.0032 loss: 0.9120 03/03 19:10:36 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:10:37 - mmengine - INFO - Epoch(train) [63][2700/5005] lr: 1.0000e-03 eta: 7:40:04 time: 0.1362 data_time: 0.0037 loss: 0.8841 03/03 19:10:51 - mmengine - INFO - Epoch(train) [63][2800/5005] lr: 1.0000e-03 eta: 7:39:49 time: 0.1382 data_time: 0.0029 loss: 0.9810 03/03 19:11:05 - mmengine - INFO - Epoch(train) [63][2900/5005] lr: 1.0000e-03 eta: 7:39:33 time: 0.1361 data_time: 0.0033 loss: 0.9818 03/03 19:11:19 - mmengine - INFO - Epoch(train) [63][3000/5005] lr: 1.0000e-03 eta: 7:39:18 time: 0.1467 data_time: 0.0036 loss: 0.9908 03/03 19:11:35 - mmengine - INFO - Epoch(train) [63][3100/5005] lr: 1.0000e-03 eta: 7:39:04 time: 0.1523 data_time: 0.0033 loss: 0.9277 03/03 19:11:50 - mmengine - INFO - Epoch(train) [63][3200/5005] lr: 1.0000e-03 eta: 7:38:50 time: 0.1487 data_time: 0.0034 loss: 1.0076 03/03 19:12:05 - mmengine - INFO - Epoch(train) [63][3300/5005] lr: 1.0000e-03 eta: 7:38:35 time: 0.1445 data_time: 0.0033 loss: 0.9791 03/03 19:12:20 - mmengine - INFO - Epoch(train) [63][3400/5005] lr: 1.0000e-03 eta: 7:38:20 time: 0.1441 data_time: 0.0033 loss: 1.0445 03/03 19:12:35 - mmengine - INFO - Epoch(train) [63][3500/5005] lr: 1.0000e-03 eta: 7:38:05 time: 0.1486 data_time: 0.0034 loss: 1.0195 03/03 19:12:49 - mmengine - INFO - Epoch(train) [63][3600/5005] lr: 1.0000e-03 eta: 7:37:50 time: 0.1446 data_time: 0.0035 loss: 1.0828 03/03 19:13:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:13:04 - mmengine - INFO - Epoch(train) [63][3700/5005] lr: 1.0000e-03 eta: 7:37:36 time: 0.1500 data_time: 0.0035 loss: 1.0416 03/03 19:13:19 - mmengine - INFO - Epoch(train) [63][3800/5005] lr: 1.0000e-03 eta: 7:37:21 time: 0.1435 data_time: 0.0033 loss: 0.9596 03/03 19:13:33 - mmengine - INFO - Epoch(train) [63][3900/5005] lr: 1.0000e-03 eta: 7:37:06 time: 0.1453 data_time: 0.0032 loss: 1.0110 03/03 19:13:48 - mmengine - INFO - Epoch(train) [63][4000/5005] lr: 1.0000e-03 eta: 7:36:51 time: 0.1475 data_time: 0.0033 loss: 1.0638 03/03 19:14:04 - mmengine - INFO - Epoch(train) [63][4100/5005] lr: 1.0000e-03 eta: 7:36:37 time: 0.1421 data_time: 0.0036 loss: 1.0084 03/03 19:14:18 - mmengine - INFO - Epoch(train) [63][4200/5005] lr: 1.0000e-03 eta: 7:36:22 time: 0.1459 data_time: 0.0032 loss: 0.8473 03/03 19:14:33 - mmengine - INFO - Epoch(train) [63][4300/5005] lr: 1.0000e-03 eta: 7:36:07 time: 0.1453 data_time: 0.0033 loss: 0.8460 03/03 19:14:48 - mmengine - INFO - Epoch(train) [63][4400/5005] lr: 1.0000e-03 eta: 7:35:53 time: 0.1530 data_time: 0.0034 loss: 1.0399 03/03 19:15:04 - mmengine - INFO - Epoch(train) [63][4500/5005] lr: 1.0000e-03 eta: 7:35:38 time: 0.1419 data_time: 0.0032 loss: 0.8210 03/03 19:15:17 - mmengine - INFO - Epoch(train) [63][4600/5005] lr: 1.0000e-03 eta: 7:35:23 time: 0.1339 data_time: 0.0032 loss: 0.9333 03/03 19:15:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:15:31 - mmengine - INFO - Epoch(train) [63][4700/5005] lr: 1.0000e-03 eta: 7:35:07 time: 0.1371 data_time: 0.0034 loss: 0.9360 03/03 19:15:45 - mmengine - INFO - Epoch(train) [63][4800/5005] lr: 1.0000e-03 eta: 7:34:52 time: 0.1370 data_time: 0.0032 loss: 1.0549 03/03 19:15:59 - mmengine - INFO - Epoch(train) [63][4900/5005] lr: 1.0000e-03 eta: 7:34:37 time: 0.1416 data_time: 0.0034 loss: 0.9664 03/03 19:16:13 - mmengine - INFO - Epoch(train) [63][5000/5005] lr: 1.0000e-03 eta: 7:34:22 time: 0.1465 data_time: 0.0042 loss: 0.8984 03/03 19:16:14 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:16:14 - mmengine - INFO - Saving checkpoint at 63 epochs 03/03 19:16:23 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:06 time: 0.0660 data_time: 0.0466 03/03 19:16:52 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 76.6720 accuracy/top5: 93.1760 03/03 19:17:07 - mmengine - INFO - Epoch(train) [64][ 100/5005] lr: 1.0000e-03 eta: 7:34:07 time: 0.1485 data_time: 0.0031 loss: 0.9833 03/03 19:17:22 - mmengine - INFO - Epoch(train) [64][ 200/5005] lr: 1.0000e-03 eta: 7:33:52 time: 0.1477 data_time: 0.0035 loss: 0.8777 03/03 19:17:37 - mmengine - INFO - Epoch(train) [64][ 300/5005] lr: 1.0000e-03 eta: 7:33:38 time: 0.1479 data_time: 0.0035 loss: 0.8636 03/03 19:17:52 - mmengine - INFO - Epoch(train) [64][ 400/5005] lr: 1.0000e-03 eta: 7:33:23 time: 0.1453 data_time: 0.0040 loss: 0.9725 03/03 19:18:07 - mmengine - INFO - Epoch(train) [64][ 500/5005] lr: 1.0000e-03 eta: 7:33:08 time: 0.1398 data_time: 0.0031 loss: 0.9146 03/03 19:18:22 - mmengine - INFO - Epoch(train) [64][ 600/5005] lr: 1.0000e-03 eta: 7:32:54 time: 0.1452 data_time: 0.0030 loss: 0.8235 03/03 19:18:34 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:18:36 - mmengine - INFO - Epoch(train) [64][ 700/5005] lr: 1.0000e-03 eta: 7:32:39 time: 0.1434 data_time: 0.0032 loss: 0.9720 03/03 19:18:51 - mmengine - INFO - Epoch(train) [64][ 800/5005] lr: 1.0000e-03 eta: 7:32:24 time: 0.1457 data_time: 0.0036 loss: 0.9143 03/03 19:19:06 - mmengine - INFO - Epoch(train) [64][ 900/5005] lr: 1.0000e-03 eta: 7:32:09 time: 0.1473 data_time: 0.0034 loss: 0.8363 03/03 19:19:22 - mmengine - INFO - Epoch(train) [64][1000/5005] lr: 1.0000e-03 eta: 7:31:55 time: 0.1487 data_time: 0.0040 loss: 1.0967 03/03 19:19:36 - mmengine - INFO - Epoch(train) [64][1100/5005] lr: 1.0000e-03 eta: 7:31:40 time: 0.1437 data_time: 0.0038 loss: 0.9774 03/03 19:19:50 - mmengine - INFO - Epoch(train) [64][1200/5005] lr: 1.0000e-03 eta: 7:31:25 time: 0.1375 data_time: 0.0033 loss: 0.8753 03/03 19:20:05 - mmengine - INFO - Epoch(train) [64][1300/5005] lr: 1.0000e-03 eta: 7:31:10 time: 0.1418 data_time: 0.0034 loss: 0.8687 03/03 19:20:19 - mmengine - INFO - Epoch(train) [64][1400/5005] lr: 1.0000e-03 eta: 7:30:55 time: 0.1475 data_time: 0.0033 loss: 1.0374 03/03 19:20:34 - mmengine - INFO - Epoch(train) [64][1500/5005] lr: 1.0000e-03 eta: 7:30:40 time: 0.1410 data_time: 0.0036 loss: 0.9256 03/03 19:20:49 - mmengine - INFO - Epoch(train) [64][1600/5005] lr: 1.0000e-03 eta: 7:30:25 time: 0.1327 data_time: 0.0031 loss: 0.8499 03/03 19:21:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:21:03 - mmengine - INFO - Epoch(train) [64][1700/5005] lr: 1.0000e-03 eta: 7:30:11 time: 0.1425 data_time: 0.0032 loss: 0.9273 03/03 19:21:18 - mmengine - INFO - Epoch(train) [64][1800/5005] lr: 1.0000e-03 eta: 7:29:56 time: 0.1397 data_time: 0.0032 loss: 0.9703 03/03 19:21:32 - mmengine - INFO - Epoch(train) [64][1900/5005] lr: 1.0000e-03 eta: 7:29:41 time: 0.1373 data_time: 0.0037 loss: 0.9535 03/03 19:21:46 - mmengine - INFO - Epoch(train) [64][2000/5005] lr: 1.0000e-03 eta: 7:29:26 time: 0.1461 data_time: 0.0033 loss: 0.8993 03/03 19:22:01 - mmengine - INFO - Epoch(train) [64][2100/5005] lr: 1.0000e-03 eta: 7:29:11 time: 0.1485 data_time: 0.0035 loss: 0.8895 03/03 19:22:17 - mmengine - INFO - Epoch(train) [64][2200/5005] lr: 1.0000e-03 eta: 7:28:57 time: 0.1476 data_time: 0.0036 loss: 0.9684 03/03 19:22:32 - mmengine - INFO - Epoch(train) [64][2300/5005] lr: 1.0000e-03 eta: 7:28:42 time: 0.1503 data_time: 0.0033 loss: 0.8991 03/03 19:22:48 - mmengine - INFO - Epoch(train) [64][2400/5005] lr: 1.0000e-03 eta: 7:28:28 time: 0.1510 data_time: 0.0039 loss: 0.8871 03/03 19:23:03 - mmengine - INFO - Epoch(train) [64][2500/5005] lr: 1.0000e-03 eta: 7:28:14 time: 0.1524 data_time: 0.0033 loss: 0.8397 03/03 19:23:18 - mmengine - INFO - Epoch(train) [64][2600/5005] lr: 1.0000e-03 eta: 7:27:59 time: 0.1503 data_time: 0.0036 loss: 1.0344 03/03 19:23:31 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:23:33 - mmengine - INFO - Epoch(train) [64][2700/5005] lr: 1.0000e-03 eta: 7:27:44 time: 0.1432 data_time: 0.0033 loss: 0.9665 03/03 19:23:48 - mmengine - INFO - Epoch(train) [64][2800/5005] lr: 1.0000e-03 eta: 7:27:30 time: 0.1467 data_time: 0.0035 loss: 0.9076 03/03 19:24:03 - mmengine - INFO - Epoch(train) [64][2900/5005] lr: 1.0000e-03 eta: 7:27:15 time: 0.1703 data_time: 0.0034 loss: 1.1026 03/03 19:24:19 - mmengine - INFO - Epoch(train) [64][3000/5005] lr: 1.0000e-03 eta: 7:27:01 time: 0.1514 data_time: 0.0039 loss: 1.0009 03/03 19:24:34 - mmengine - INFO - Epoch(train) [64][3100/5005] lr: 1.0000e-03 eta: 7:26:46 time: 0.1653 data_time: 0.0035 loss: 0.9712 03/03 19:24:49 - mmengine - INFO - Epoch(train) [64][3200/5005] lr: 1.0000e-03 eta: 7:26:32 time: 0.1492 data_time: 0.0032 loss: 0.9348 03/03 19:25:04 - mmengine - INFO - Epoch(train) [64][3300/5005] lr: 1.0000e-03 eta: 7:26:17 time: 0.1461 data_time: 0.0032 loss: 0.9717 03/03 19:25:18 - mmengine - INFO - Epoch(train) [64][3400/5005] lr: 1.0000e-03 eta: 7:26:02 time: 0.1399 data_time: 0.0036 loss: 0.9901 03/03 19:25:32 - mmengine - INFO - Epoch(train) [64][3500/5005] lr: 1.0000e-03 eta: 7:25:47 time: 0.1398 data_time: 0.0035 loss: 0.9544 03/03 19:25:47 - mmengine - INFO - Epoch(train) [64][3600/5005] lr: 1.0000e-03 eta: 7:25:32 time: 0.1419 data_time: 0.0035 loss: 0.8351 03/03 19:25:59 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:26:01 - mmengine - INFO - Epoch(train) [64][3700/5005] lr: 1.0000e-03 eta: 7:25:17 time: 0.1438 data_time: 0.0033 loss: 0.9863 03/03 19:26:15 - mmengine - INFO - Epoch(train) [64][3800/5005] lr: 1.0000e-03 eta: 7:25:02 time: 0.1412 data_time: 0.0034 loss: 1.0373 03/03 19:26:30 - mmengine - INFO - Epoch(train) [64][3900/5005] lr: 1.0000e-03 eta: 7:24:47 time: 0.1424 data_time: 0.0032 loss: 0.9189 03/03 19:26:44 - mmengine - INFO - Epoch(train) [64][4000/5005] lr: 1.0000e-03 eta: 7:24:32 time: 0.1417 data_time: 0.0035 loss: 0.9992 03/03 19:26:58 - mmengine - INFO - Epoch(train) [64][4100/5005] lr: 1.0000e-03 eta: 7:24:17 time: 0.1399 data_time: 0.0035 loss: 1.1208 03/03 19:27:13 - mmengine - INFO - Epoch(train) [64][4200/5005] lr: 1.0000e-03 eta: 7:24:02 time: 0.1352 data_time: 0.0036 loss: 0.9178 03/03 19:27:27 - mmengine - INFO - Epoch(train) [64][4300/5005] lr: 1.0000e-03 eta: 7:23:47 time: 0.1422 data_time: 0.0031 loss: 0.9386 03/03 19:27:42 - mmengine - INFO - Epoch(train) [64][4400/5005] lr: 1.0000e-03 eta: 7:23:32 time: 0.1436 data_time: 0.0030 loss: 0.8455 03/03 19:27:56 - mmengine - INFO - Epoch(train) [64][4500/5005] lr: 1.0000e-03 eta: 7:23:17 time: 0.1442 data_time: 0.0030 loss: 0.9123 03/03 19:28:11 - mmengine - INFO - Epoch(train) [64][4600/5005] lr: 1.0000e-03 eta: 7:23:02 time: 0.1503 data_time: 0.0034 loss: 0.9017 03/03 19:28:24 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:28:26 - mmengine - INFO - Epoch(train) [64][4700/5005] lr: 1.0000e-03 eta: 7:22:48 time: 0.1467 data_time: 0.0036 loss: 1.0349 03/03 19:28:41 - mmengine - INFO - Epoch(train) [64][4800/5005] lr: 1.0000e-03 eta: 7:22:33 time: 0.1456 data_time: 0.0032 loss: 1.0264 03/03 19:28:56 - mmengine - INFO - Epoch(train) [64][4900/5005] lr: 1.0000e-03 eta: 7:22:18 time: 0.1426 data_time: 0.0031 loss: 0.9347 03/03 19:29:11 - mmengine - INFO - Epoch(train) [64][5000/5005] lr: 1.0000e-03 eta: 7:22:03 time: 0.1456 data_time: 0.0039 loss: 0.9942 03/03 19:29:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:29:12 - mmengine - INFO - Saving checkpoint at 64 epochs 03/03 19:29:20 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:06 time: 0.0639 data_time: 0.0452 03/03 19:29:49 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 76.6860 accuracy/top5: 93.2840 03/03 19:30:05 - mmengine - INFO - Epoch(train) [65][ 100/5005] lr: 1.0000e-03 eta: 7:21:49 time: 0.1529 data_time: 0.0029 loss: 0.9533 03/03 19:30:21 - mmengine - INFO - Epoch(train) [65][ 200/5005] lr: 1.0000e-03 eta: 7:21:34 time: 0.1458 data_time: 0.0030 loss: 0.9444 03/03 19:30:35 - mmengine - INFO - Epoch(train) [65][ 300/5005] lr: 1.0000e-03 eta: 7:21:20 time: 0.1472 data_time: 0.0038 loss: 0.9645 03/03 19:30:50 - mmengine - INFO - Epoch(train) [65][ 400/5005] lr: 1.0000e-03 eta: 7:21:05 time: 0.1432 data_time: 0.0036 loss: 0.9384 03/03 19:31:05 - mmengine - INFO - Epoch(train) [65][ 500/5005] lr: 1.0000e-03 eta: 7:20:50 time: 0.1460 data_time: 0.0038 loss: 1.0207 03/03 19:31:20 - mmengine - INFO - Epoch(train) [65][ 600/5005] lr: 1.0000e-03 eta: 7:20:35 time: 0.1457 data_time: 0.0037 loss: 0.9436 03/03 19:31:31 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:31:34 - mmengine - INFO - Epoch(train) [65][ 700/5005] lr: 1.0000e-03 eta: 7:20:20 time: 0.1438 data_time: 0.0034 loss: 1.0107 03/03 19:31:50 - mmengine - INFO - Epoch(train) [65][ 800/5005] lr: 1.0000e-03 eta: 7:20:06 time: 0.1521 data_time: 0.0031 loss: 1.0083 03/03 19:32:05 - mmengine - INFO - Epoch(train) [65][ 900/5005] lr: 1.0000e-03 eta: 7:19:52 time: 0.1512 data_time: 0.0038 loss: 0.9129 03/03 19:32:21 - mmengine - INFO - Epoch(train) [65][1000/5005] lr: 1.0000e-03 eta: 7:19:37 time: 0.1545 data_time: 0.0036 loss: 0.8172 03/03 19:32:36 - mmengine - INFO - Epoch(train) [65][1100/5005] lr: 1.0000e-03 eta: 7:19:23 time: 0.1514 data_time: 0.0037 loss: 0.8072 03/03 19:32:52 - mmengine - INFO - Epoch(train) [65][1200/5005] lr: 1.0000e-03 eta: 7:19:08 time: 0.1466 data_time: 0.0037 loss: 0.9889 03/03 19:33:06 - mmengine - INFO - Epoch(train) [65][1300/5005] lr: 1.0000e-03 eta: 7:18:54 time: 0.1469 data_time: 0.0032 loss: 0.8867 03/03 19:33:22 - mmengine - INFO - Epoch(train) [65][1400/5005] lr: 1.0000e-03 eta: 7:18:40 time: 0.1489 data_time: 0.0032 loss: 0.7640 03/03 19:33:37 - mmengine - INFO - Epoch(train) [65][1500/5005] lr: 1.0000e-03 eta: 7:18:25 time: 0.1469 data_time: 0.0039 loss: 1.1153 03/03 19:33:52 - mmengine - INFO - Epoch(train) [65][1600/5005] lr: 1.0000e-03 eta: 7:18:10 time: 0.1497 data_time: 0.0033 loss: 0.8230 03/03 19:34:05 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:34:08 - mmengine - INFO - Epoch(train) [65][1700/5005] lr: 1.0000e-03 eta: 7:17:56 time: 0.1539 data_time: 0.0031 loss: 0.9552 03/03 19:34:23 - mmengine - INFO - Epoch(train) [65][1800/5005] lr: 1.0000e-03 eta: 7:17:42 time: 0.1462 data_time: 0.0035 loss: 0.9470 03/03 19:34:38 - mmengine - INFO - Epoch(train) [65][1900/5005] lr: 1.0000e-03 eta: 7:17:27 time: 0.1445 data_time: 0.0032 loss: 1.0625 03/03 19:34:52 - mmengine - INFO - Epoch(train) [65][2000/5005] lr: 1.0000e-03 eta: 7:17:12 time: 0.1450 data_time: 0.0031 loss: 1.0091 03/03 19:35:08 - mmengine - INFO - Epoch(train) [65][2100/5005] lr: 1.0000e-03 eta: 7:16:57 time: 0.1435 data_time: 0.0029 loss: 0.8374 03/03 19:35:23 - mmengine - INFO - Epoch(train) [65][2200/5005] lr: 1.0000e-03 eta: 7:16:43 time: 0.1523 data_time: 0.0033 loss: 0.9532 03/03 19:35:38 - mmengine - INFO - Epoch(train) [65][2300/5005] lr: 1.0000e-03 eta: 7:16:28 time: 0.1433 data_time: 0.0032 loss: 0.9742 03/03 19:35:52 - mmengine - INFO - Epoch(train) [65][2400/5005] lr: 1.0000e-03 eta: 7:16:13 time: 0.1447 data_time: 0.0033 loss: 1.0368 03/03 19:36:07 - mmengine - INFO - Epoch(train) [65][2500/5005] lr: 1.0000e-03 eta: 7:15:58 time: 0.1407 data_time: 0.0034 loss: 0.9407 03/03 19:36:22 - mmengine - INFO - Epoch(train) [65][2600/5005] lr: 1.0000e-03 eta: 7:15:44 time: 0.1447 data_time: 0.0037 loss: 0.9675 03/03 19:36:34 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:36:37 - mmengine - INFO - Epoch(train) [65][2700/5005] lr: 1.0000e-03 eta: 7:15:29 time: 0.1427 data_time: 0.0033 loss: 0.9529 03/03 19:36:51 - mmengine - INFO - Epoch(train) [65][2800/5005] lr: 1.0000e-03 eta: 7:15:14 time: 0.1432 data_time: 0.0037 loss: 1.0399 03/03 19:37:06 - mmengine - INFO - Epoch(train) [65][2900/5005] lr: 1.0000e-03 eta: 7:14:59 time: 0.1500 data_time: 0.0033 loss: 0.9771 03/03 19:37:20 - mmengine - INFO - Epoch(train) [65][3000/5005] lr: 1.0000e-03 eta: 7:14:44 time: 0.1382 data_time: 0.0034 loss: 1.0444 03/03 19:37:35 - mmengine - INFO - Epoch(train) [65][3100/5005] lr: 1.0000e-03 eta: 7:14:29 time: 0.1469 data_time: 0.0035 loss: 0.9031 03/03 19:37:50 - mmengine - INFO - Epoch(train) [65][3200/5005] lr: 1.0000e-03 eta: 7:14:15 time: 0.1479 data_time: 0.0029 loss: 0.9076 03/03 19:38:04 - mmengine - INFO - Epoch(train) [65][3300/5005] lr: 1.0000e-03 eta: 7:14:00 time: 0.1384 data_time: 0.0035 loss: 0.9800 03/03 19:38:18 - mmengine - INFO - Epoch(train) [65][3400/5005] lr: 1.0000e-03 eta: 7:13:45 time: 0.1612 data_time: 0.0030 loss: 0.9287 03/03 19:38:33 - mmengine - INFO - Epoch(train) [65][3500/5005] lr: 1.0000e-03 eta: 7:13:30 time: 0.1426 data_time: 0.0032 loss: 0.8484 03/03 19:38:47 - mmengine - INFO - Epoch(train) [65][3600/5005] lr: 1.0000e-03 eta: 7:13:15 time: 0.1430 data_time: 0.0033 loss: 0.8584 03/03 19:38:59 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:39:02 - mmengine - INFO - Epoch(train) [65][3700/5005] lr: 1.0000e-03 eta: 7:13:00 time: 0.1444 data_time: 0.0031 loss: 0.8279 03/03 19:39:17 - mmengine - INFO - Epoch(train) [65][3800/5005] lr: 1.0000e-03 eta: 7:12:45 time: 0.1413 data_time: 0.0030 loss: 0.8493 03/03 19:39:31 - mmengine - INFO - Epoch(train) [65][3900/5005] lr: 1.0000e-03 eta: 7:12:30 time: 0.1424 data_time: 0.0029 loss: 0.9505 03/03 19:39:46 - mmengine - INFO - Epoch(train) [65][4000/5005] lr: 1.0000e-03 eta: 7:12:16 time: 0.1436 data_time: 0.0033 loss: 1.0622 03/03 19:40:01 - mmengine - INFO - Epoch(train) [65][4100/5005] lr: 1.0000e-03 eta: 7:12:01 time: 0.1451 data_time: 0.0034 loss: 0.8587 03/03 19:40:15 - mmengine - INFO - Epoch(train) [65][4200/5005] lr: 1.0000e-03 eta: 7:11:46 time: 0.1433 data_time: 0.0035 loss: 0.7580 03/03 19:40:30 - mmengine - INFO - Epoch(train) [65][4300/5005] lr: 1.0000e-03 eta: 7:11:31 time: 0.1391 data_time: 0.0034 loss: 1.0241 03/03 19:40:45 - mmengine - INFO - Epoch(train) [65][4400/5005] lr: 1.0000e-03 eta: 7:11:16 time: 0.1450 data_time: 0.0037 loss: 0.9328 03/03 19:41:00 - mmengine - INFO - Epoch(train) [65][4500/5005] lr: 1.0000e-03 eta: 7:11:02 time: 0.1480 data_time: 0.0037 loss: 0.8765 03/03 19:41:14 - mmengine - INFO - Epoch(train) [65][4600/5005] lr: 1.0000e-03 eta: 7:10:47 time: 0.1431 data_time: 0.0036 loss: 0.8831 03/03 19:41:26 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:41:29 - mmengine - INFO - Epoch(train) [65][4700/5005] lr: 1.0000e-03 eta: 7:10:32 time: 0.1451 data_time: 0.0033 loss: 0.8829 03/03 19:41:44 - mmengine - INFO - Epoch(train) [65][4800/5005] lr: 1.0000e-03 eta: 7:10:18 time: 0.1476 data_time: 0.0033 loss: 0.9664 03/03 19:41:59 - mmengine - INFO - Epoch(train) [65][4900/5005] lr: 1.0000e-03 eta: 7:10:03 time: 0.1480 data_time: 0.0029 loss: 0.9529 03/03 19:42:14 - mmengine - INFO - Epoch(train) [65][5000/5005] lr: 1.0000e-03 eta: 7:09:48 time: 0.1445 data_time: 0.0038 loss: 1.0510 03/03 19:42:15 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:42:15 - mmengine - INFO - Saving checkpoint at 65 epochs 03/03 19:42:24 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:07 time: 0.0684 data_time: 0.0468 03/03 19:42:53 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 76.8700 accuracy/top5: 93.3520 03/03 19:43:09 - mmengine - INFO - Epoch(train) [66][ 100/5005] lr: 1.0000e-03 eta: 7:09:33 time: 0.1470 data_time: 0.0035 loss: 1.0746 03/03 19:43:24 - mmengine - INFO - Epoch(train) [66][ 200/5005] lr: 1.0000e-03 eta: 7:09:19 time: 0.1717 data_time: 0.0034 loss: 0.9326 03/03 19:43:39 - mmengine - INFO - Epoch(train) [66][ 300/5005] lr: 1.0000e-03 eta: 7:09:04 time: 0.1446 data_time: 0.0034 loss: 0.8347 03/03 19:43:55 - mmengine - INFO - Epoch(train) [66][ 400/5005] lr: 1.0000e-03 eta: 7:08:50 time: 0.2116 data_time: 0.0037 loss: 0.8066 03/03 19:44:10 - mmengine - INFO - Epoch(train) [66][ 500/5005] lr: 1.0000e-03 eta: 7:08:35 time: 0.1471 data_time: 0.0035 loss: 0.8085 03/03 19:44:25 - mmengine - INFO - Epoch(train) [66][ 600/5005] lr: 1.0000e-03 eta: 7:08:20 time: 0.1486 data_time: 0.0036 loss: 0.9580 03/03 19:44:36 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:44:39 - mmengine - INFO - Epoch(train) [66][ 700/5005] lr: 1.0000e-03 eta: 7:08:06 time: 0.1474 data_time: 0.0036 loss: 0.9285 03/03 19:44:54 - mmengine - INFO - Epoch(train) [66][ 800/5005] lr: 1.0000e-03 eta: 7:07:51 time: 0.1451 data_time: 0.0036 loss: 0.9430 03/03 19:45:09 - mmengine - INFO - Epoch(train) [66][ 900/5005] lr: 1.0000e-03 eta: 7:07:36 time: 0.1492 data_time: 0.0035 loss: 0.9646 03/03 19:45:24 - mmengine - INFO - Epoch(train) [66][1000/5005] lr: 1.0000e-03 eta: 7:07:21 time: 0.1470 data_time: 0.0033 loss: 0.6927 03/03 19:45:39 - mmengine - INFO - Epoch(train) [66][1100/5005] lr: 1.0000e-03 eta: 7:07:07 time: 0.1497 data_time: 0.0033 loss: 1.0903 03/03 19:45:54 - mmengine - INFO - Epoch(train) [66][1200/5005] lr: 1.0000e-03 eta: 7:06:52 time: 0.1522 data_time: 0.0037 loss: 0.8842 03/03 19:46:10 - mmengine - INFO - Epoch(train) [66][1300/5005] lr: 1.0000e-03 eta: 7:06:38 time: 0.1776 data_time: 0.0037 loss: 0.7909 03/03 19:46:26 - mmengine - INFO - Epoch(train) [66][1400/5005] lr: 1.0000e-03 eta: 7:06:24 time: 0.1514 data_time: 0.0034 loss: 1.0461 03/03 19:46:41 - mmengine - INFO - Epoch(train) [66][1500/5005] lr: 1.0000e-03 eta: 7:06:10 time: 0.1498 data_time: 0.0034 loss: 0.9739 03/03 19:46:57 - mmengine - INFO - Epoch(train) [66][1600/5005] lr: 1.0000e-03 eta: 7:05:55 time: 0.1463 data_time: 0.0035 loss: 0.7978 03/03 19:47:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:47:12 - mmengine - INFO - Epoch(train) [66][1700/5005] lr: 1.0000e-03 eta: 7:05:41 time: 0.1538 data_time: 0.0036 loss: 0.8954 03/03 19:47:27 - mmengine - INFO - Epoch(train) [66][1800/5005] lr: 1.0000e-03 eta: 7:05:26 time: 0.1492 data_time: 0.0035 loss: 0.9256 03/03 19:47:43 - mmengine - INFO - Epoch(train) [66][1900/5005] lr: 1.0000e-03 eta: 7:05:12 time: 0.1536 data_time: 0.0035 loss: 0.9750 03/03 19:47:59 - mmengine - INFO - Epoch(train) [66][2000/5005] lr: 1.0000e-03 eta: 7:04:57 time: 0.1558 data_time: 0.0035 loss: 0.9216 03/03 19:48:14 - mmengine - INFO - Epoch(train) [66][2100/5005] lr: 1.0000e-03 eta: 7:04:43 time: 0.1512 data_time: 0.0034 loss: 1.0788 03/03 19:48:29 - mmengine - INFO - Epoch(train) [66][2200/5005] lr: 1.0000e-03 eta: 7:04:28 time: 0.1495 data_time: 0.0033 loss: 1.0964 03/03 19:48:45 - mmengine - INFO - Epoch(train) [66][2300/5005] lr: 1.0000e-03 eta: 7:04:14 time: 0.1529 data_time: 0.0034 loss: 1.0235 03/03 19:49:00 - mmengine - INFO - Epoch(train) [66][2400/5005] lr: 1.0000e-03 eta: 7:04:00 time: 0.1498 data_time: 0.0032 loss: 0.8452 03/03 19:49:16 - mmengine - INFO - Epoch(train) [66][2500/5005] lr: 1.0000e-03 eta: 7:03:45 time: 0.1503 data_time: 0.0034 loss: 0.8904 03/03 19:49:31 - mmengine - INFO - Epoch(train) [66][2600/5005] lr: 1.0000e-03 eta: 7:03:31 time: 0.1466 data_time: 0.0034 loss: 0.9505 03/03 19:49:43 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:49:46 - mmengine - INFO - Epoch(train) [66][2700/5005] lr: 1.0000e-03 eta: 7:03:16 time: 0.1485 data_time: 0.0036 loss: 1.0133 03/03 19:50:02 - mmengine - INFO - Epoch(train) [66][2800/5005] lr: 1.0000e-03 eta: 7:03:02 time: 0.1506 data_time: 0.0034 loss: 0.8972 03/03 19:50:18 - mmengine - INFO - Epoch(train) [66][2900/5005] lr: 1.0000e-03 eta: 7:02:48 time: 0.1743 data_time: 0.0033 loss: 0.8712 03/03 19:50:33 - mmengine - INFO - Epoch(train) [66][3000/5005] lr: 1.0000e-03 eta: 7:02:33 time: 0.1469 data_time: 0.0034 loss: 0.8790 03/03 19:50:48 - mmengine - INFO - Epoch(train) [66][3100/5005] lr: 1.0000e-03 eta: 7:02:19 time: 0.1521 data_time: 0.0031 loss: 0.8683 03/03 19:51:03 - mmengine - INFO - Epoch(train) [66][3200/5005] lr: 1.0000e-03 eta: 7:02:04 time: 0.1499 data_time: 0.0035 loss: 0.9851 03/03 19:51:18 - mmengine - INFO - Epoch(train) [66][3300/5005] lr: 1.0000e-03 eta: 7:01:49 time: 0.1461 data_time: 0.0037 loss: 0.9125 03/03 19:51:33 - mmengine - INFO - Epoch(train) [66][3400/5005] lr: 1.0000e-03 eta: 7:01:35 time: 0.1549 data_time: 0.0033 loss: 1.0584 03/03 19:51:48 - mmengine - INFO - Epoch(train) [66][3500/5005] lr: 1.0000e-03 eta: 7:01:20 time: 0.1501 data_time: 0.0035 loss: 1.1012 03/03 19:52:04 - mmengine - INFO - Epoch(train) [66][3600/5005] lr: 1.0000e-03 eta: 7:01:06 time: 0.1483 data_time: 0.0037 loss: 0.7659 03/03 19:52:15 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:52:18 - mmengine - INFO - Epoch(train) [66][3700/5005] lr: 1.0000e-03 eta: 7:00:51 time: 0.1447 data_time: 0.0038 loss: 0.8533 03/03 19:52:34 - mmengine - INFO - Epoch(train) [66][3800/5005] lr: 1.0000e-03 eta: 7:00:37 time: 0.1670 data_time: 0.0033 loss: 0.7846 03/03 19:52:48 - mmengine - INFO - Epoch(train) [66][3900/5005] lr: 1.0000e-03 eta: 7:00:22 time: 0.1351 data_time: 0.0035 loss: 0.8191 03/03 19:53:03 - mmengine - INFO - Epoch(train) [66][4000/5005] lr: 1.0000e-03 eta: 7:00:07 time: 0.1470 data_time: 0.0036 loss: 0.7092 03/03 19:53:17 - mmengine - INFO - Epoch(train) [66][4100/5005] lr: 1.0000e-03 eta: 6:59:52 time: 0.1473 data_time: 0.0040 loss: 0.9030 03/03 19:53:32 - mmengine - INFO - Epoch(train) [66][4200/5005] lr: 1.0000e-03 eta: 6:59:37 time: 0.1472 data_time: 0.0035 loss: 0.8431 03/03 19:53:47 - mmengine - INFO - Epoch(train) [66][4300/5005] lr: 1.0000e-03 eta: 6:59:23 time: 0.1465 data_time: 0.0033 loss: 0.8583 03/03 19:54:03 - mmengine - INFO - Epoch(train) [66][4400/5005] lr: 1.0000e-03 eta: 6:59:08 time: 0.1484 data_time: 0.0037 loss: 0.9007 03/03 19:54:17 - mmengine - INFO - Epoch(train) [66][4500/5005] lr: 1.0000e-03 eta: 6:58:53 time: 0.1454 data_time: 0.0035 loss: 0.8262 03/03 19:54:32 - mmengine - INFO - Epoch(train) [66][4600/5005] lr: 1.0000e-03 eta: 6:58:39 time: 0.1526 data_time: 0.0032 loss: 1.1900 03/03 19:54:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:54:47 - mmengine - INFO - Epoch(train) [66][4700/5005] lr: 1.0000e-03 eta: 6:58:24 time: 0.1504 data_time: 0.0032 loss: 0.9107 03/03 19:55:02 - mmengine - INFO - Epoch(train) [66][4800/5005] lr: 1.0000e-03 eta: 6:58:09 time: 0.1402 data_time: 0.0035 loss: 0.8491 03/03 19:55:16 - mmengine - INFO - Epoch(train) [66][4900/5005] lr: 1.0000e-03 eta: 6:57:54 time: 0.1440 data_time: 0.0033 loss: 0.8852 03/03 19:55:31 - mmengine - INFO - Epoch(train) [66][5000/5005] lr: 1.0000e-03 eta: 6:57:40 time: 0.1403 data_time: 0.0044 loss: 0.8635 03/03 19:55:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:55:33 - mmengine - INFO - Saving checkpoint at 66 epochs 03/03 19:55:40 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:06 time: 0.0609 data_time: 0.0430 03/03 19:56:10 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 76.9300 accuracy/top5: 93.2340 03/03 19:56:25 - mmengine - INFO - Epoch(train) [67][ 100/5005] lr: 1.0000e-03 eta: 6:57:24 time: 0.1330 data_time: 0.0036 loss: 1.0705 03/03 19:56:39 - mmengine - INFO - Epoch(train) [67][ 200/5005] lr: 1.0000e-03 eta: 6:57:09 time: 0.1388 data_time: 0.0037 loss: 0.9668 03/03 19:56:53 - mmengine - INFO - Epoch(train) [67][ 300/5005] lr: 1.0000e-03 eta: 6:56:54 time: 0.1349 data_time: 0.0034 loss: 0.8814 03/03 19:57:07 - mmengine - INFO - Epoch(train) [67][ 400/5005] lr: 1.0000e-03 eta: 6:56:39 time: 0.1375 data_time: 0.0050 loss: 1.0167 03/03 19:57:21 - mmengine - INFO - Epoch(train) [67][ 500/5005] lr: 1.0000e-03 eta: 6:56:24 time: 0.1366 data_time: 0.0033 loss: 0.8974 03/03 19:57:35 - mmengine - INFO - Epoch(train) [67][ 600/5005] lr: 1.0000e-03 eta: 6:56:08 time: 0.1434 data_time: 0.0032 loss: 0.8606 03/03 19:57:45 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 19:57:49 - mmengine - INFO - Epoch(train) [67][ 700/5005] lr: 1.0000e-03 eta: 6:55:53 time: 0.1449 data_time: 0.0035 loss: 1.0709 03/03 19:58:04 - mmengine - INFO - Epoch(train) [67][ 800/5005] lr: 1.0000e-03 eta: 6:55:39 time: 0.1387 data_time: 0.0032 loss: 0.8221 03/03 19:58:19 - mmengine - INFO - Epoch(train) [67][ 900/5005] lr: 1.0000e-03 eta: 6:55:24 time: 0.1425 data_time: 0.0035 loss: 0.8731 03/03 19:58:33 - mmengine - INFO - Epoch(train) [67][1000/5005] lr: 1.0000e-03 eta: 6:55:09 time: 0.1446 data_time: 0.0035 loss: 1.0656 03/03 19:58:48 - mmengine - INFO - Epoch(train) [67][1100/5005] lr: 1.0000e-03 eta: 6:54:54 time: 0.1409 data_time: 0.0037 loss: 1.0339 03/03 19:59:02 - mmengine - INFO - Epoch(train) [67][1200/5005] lr: 1.0000e-03 eta: 6:54:39 time: 0.1374 data_time: 0.0034 loss: 0.8338 03/03 19:59:16 - mmengine - INFO - Epoch(train) [67][1300/5005] lr: 1.0000e-03 eta: 6:54:24 time: 0.1421 data_time: 0.0035 loss: 0.7855 03/03 19:59:30 - mmengine - INFO - Epoch(train) [67][1400/5005] lr: 1.0000e-03 eta: 6:54:09 time: 0.1454 data_time: 0.0032 loss: 0.9945 03/03 19:59:44 - mmengine - INFO - Epoch(train) [67][1500/5005] lr: 1.0000e-03 eta: 6:53:54 time: 0.1417 data_time: 0.0032 loss: 0.8926 03/03 19:59:59 - mmengine - INFO - Epoch(train) [67][1600/5005] lr: 1.0000e-03 eta: 6:53:39 time: 0.1676 data_time: 0.0030 loss: 0.9948 03/03 20:00:10 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:00:14 - mmengine - INFO - Epoch(train) [67][1700/5005] lr: 1.0000e-03 eta: 6:53:24 time: 0.1358 data_time: 0.0033 loss: 0.9286 03/03 20:00:28 - mmengine - INFO - Epoch(train) [67][1800/5005] lr: 1.0000e-03 eta: 6:53:09 time: 0.1348 data_time: 0.0035 loss: 0.9139 03/03 20:00:42 - mmengine - INFO - Epoch(train) [67][1900/5005] lr: 1.0000e-03 eta: 6:52:54 time: 0.1418 data_time: 0.0035 loss: 0.9785 03/03 20:00:57 - mmengine - INFO - Epoch(train) [67][2000/5005] lr: 1.0000e-03 eta: 6:52:39 time: 0.1450 data_time: 0.0031 loss: 1.0180 03/03 20:01:12 - mmengine - INFO - Epoch(train) [67][2100/5005] lr: 1.0000e-03 eta: 6:52:24 time: 0.1726 data_time: 0.0032 loss: 0.7670 03/03 20:01:26 - mmengine - INFO - Epoch(train) [67][2200/5005] lr: 1.0000e-03 eta: 6:52:10 time: 0.1486 data_time: 0.0034 loss: 0.8626 03/03 20:01:42 - mmengine - INFO - Epoch(train) [67][2300/5005] lr: 1.0000e-03 eta: 6:51:55 time: 0.1710 data_time: 0.0036 loss: 0.8123 03/03 20:01:56 - mmengine - INFO - Epoch(train) [67][2400/5005] lr: 1.0000e-03 eta: 6:51:40 time: 0.1420 data_time: 0.0034 loss: 0.9812 03/03 20:02:11 - mmengine - INFO - Epoch(train) [67][2500/5005] lr: 1.0000e-03 eta: 6:51:25 time: 0.1477 data_time: 0.0034 loss: 0.7727 03/03 20:02:26 - mmengine - INFO - Epoch(train) [67][2600/5005] lr: 1.0000e-03 eta: 6:51:11 time: 0.1440 data_time: 0.0036 loss: 0.9928 03/03 20:02:36 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:02:40 - mmengine - INFO - Epoch(train) [67][2700/5005] lr: 1.0000e-03 eta: 6:50:56 time: 0.1430 data_time: 0.0033 loss: 0.9348 03/03 20:02:55 - mmengine - INFO - Epoch(train) [67][2800/5005] lr: 1.0000e-03 eta: 6:50:41 time: 0.1460 data_time: 0.0037 loss: 0.7878 03/03 20:03:10 - mmengine - INFO - Epoch(train) [67][2900/5005] lr: 1.0000e-03 eta: 6:50:26 time: 0.1418 data_time: 0.0032 loss: 1.0288 03/03 20:03:25 - mmengine - INFO - Epoch(train) [67][3000/5005] lr: 1.0000e-03 eta: 6:50:12 time: 0.1464 data_time: 0.0036 loss: 1.1870 03/03 20:03:40 - mmengine - INFO - Epoch(train) [67][3100/5005] lr: 1.0000e-03 eta: 6:49:57 time: 0.1471 data_time: 0.0035 loss: 0.9011 03/03 20:03:55 - mmengine - INFO - Epoch(train) [67][3200/5005] lr: 1.0000e-03 eta: 6:49:42 time: 0.1473 data_time: 0.0034 loss: 0.7922 03/03 20:04:09 - mmengine - INFO - Epoch(train) [67][3300/5005] lr: 1.0000e-03 eta: 6:49:27 time: 0.1420 data_time: 0.0032 loss: 0.9066 03/03 20:04:24 - mmengine - INFO - Epoch(train) [67][3400/5005] lr: 1.0000e-03 eta: 6:49:12 time: 0.1354 data_time: 0.0037 loss: 0.9167 03/03 20:04:37 - mmengine - INFO - Epoch(train) [67][3500/5005] lr: 1.0000e-03 eta: 6:48:57 time: 0.1367 data_time: 0.0035 loss: 1.2167 03/03 20:04:51 - mmengine - INFO - Epoch(train) [67][3600/5005] lr: 1.0000e-03 eta: 6:48:42 time: 0.1400 data_time: 0.0032 loss: 0.8697 03/03 20:05:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:05:06 - mmengine - INFO - Epoch(train) [67][3700/5005] lr: 1.0000e-03 eta: 6:48:27 time: 0.1540 data_time: 0.0037 loss: 1.0053 03/03 20:05:21 - mmengine - INFO - Epoch(train) [67][3800/5005] lr: 1.0000e-03 eta: 6:48:13 time: 0.1465 data_time: 0.0037 loss: 0.7954 03/03 20:05:37 - mmengine - INFO - Epoch(train) [67][3900/5005] lr: 1.0000e-03 eta: 6:47:58 time: 0.1516 data_time: 0.0035 loss: 0.7589 03/03 20:05:51 - mmengine - INFO - Epoch(train) [67][4000/5005] lr: 1.0000e-03 eta: 6:47:43 time: 0.1427 data_time: 0.0034 loss: 0.8377 03/03 20:06:06 - mmengine - INFO - Epoch(train) [67][4100/5005] lr: 1.0000e-03 eta: 6:47:29 time: 0.1689 data_time: 0.0034 loss: 0.9012 03/03 20:06:20 - mmengine - INFO - Epoch(train) [67][4200/5005] lr: 1.0000e-03 eta: 6:47:13 time: 0.1382 data_time: 0.0036 loss: 0.8469 03/03 20:06:35 - mmengine - INFO - Epoch(train) [67][4300/5005] lr: 1.0000e-03 eta: 6:46:59 time: 0.1644 data_time: 0.0033 loss: 0.8888 03/03 20:06:50 - mmengine - INFO - Epoch(train) [67][4400/5005] lr: 1.0000e-03 eta: 6:46:44 time: 0.1364 data_time: 0.0034 loss: 0.8941 03/03 20:07:04 - mmengine - INFO - Epoch(train) [67][4500/5005] lr: 1.0000e-03 eta: 6:46:29 time: 0.1440 data_time: 0.0032 loss: 0.9859 03/03 20:07:18 - mmengine - INFO - Epoch(train) [67][4600/5005] lr: 1.0000e-03 eta: 6:46:14 time: 0.1428 data_time: 0.0033 loss: 0.9487 03/03 20:07:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:07:33 - mmengine - INFO - Epoch(train) [67][4700/5005] lr: 1.0000e-03 eta: 6:45:59 time: 0.1436 data_time: 0.0035 loss: 1.0178 03/03 20:07:47 - mmengine - INFO - Epoch(train) [67][4800/5005] lr: 1.0000e-03 eta: 6:45:44 time: 0.1663 data_time: 0.0033 loss: 0.8459 03/03 20:08:01 - mmengine - INFO - Epoch(train) [67][4900/5005] lr: 1.0000e-03 eta: 6:45:29 time: 0.1445 data_time: 0.0032 loss: 0.9254 03/03 20:08:16 - mmengine - INFO - Epoch(train) [67][5000/5005] lr: 1.0000e-03 eta: 6:45:14 time: 0.1462 data_time: 0.0043 loss: 0.9746 03/03 20:08:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:08:18 - mmengine - INFO - Saving checkpoint at 67 epochs 03/03 20:08:25 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:06 time: 0.0599 data_time: 0.0403 03/03 20:08:55 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 77.0420 accuracy/top5: 93.3300 03/03 20:09:11 - mmengine - INFO - Epoch(train) [68][ 100/5005] lr: 1.0000e-03 eta: 6:44:59 time: 0.1493 data_time: 0.0037 loss: 0.8923 03/03 20:09:26 - mmengine - INFO - Epoch(train) [68][ 200/5005] lr: 1.0000e-03 eta: 6:44:45 time: 0.1519 data_time: 0.0041 loss: 0.9451 03/03 20:09:41 - mmengine - INFO - Epoch(train) [68][ 300/5005] lr: 1.0000e-03 eta: 6:44:30 time: 0.1491 data_time: 0.0033 loss: 0.9389 03/03 20:09:56 - mmengine - INFO - Epoch(train) [68][ 400/5005] lr: 1.0000e-03 eta: 6:44:15 time: 0.1546 data_time: 0.0036 loss: 0.8174 03/03 20:10:10 - mmengine - INFO - Epoch(train) [68][ 500/5005] lr: 1.0000e-03 eta: 6:44:01 time: 0.1449 data_time: 0.0028 loss: 0.9445 03/03 20:10:26 - mmengine - INFO - Epoch(train) [68][ 600/5005] lr: 1.0000e-03 eta: 6:43:46 time: 0.1488 data_time: 0.0034 loss: 1.0260 03/03 20:10:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:10:40 - mmengine - INFO - Epoch(train) [68][ 700/5005] lr: 1.0000e-03 eta: 6:43:31 time: 0.1408 data_time: 0.0031 loss: 0.8481 03/03 20:10:55 - mmengine - INFO - Epoch(train) [68][ 800/5005] lr: 1.0000e-03 eta: 6:43:16 time: 0.1418 data_time: 0.0039 loss: 1.0588 03/03 20:11:09 - mmengine - INFO - Epoch(train) [68][ 900/5005] lr: 1.0000e-03 eta: 6:43:01 time: 0.1364 data_time: 0.0037 loss: 0.9171 03/03 20:11:23 - mmengine - INFO - Epoch(train) [68][1000/5005] lr: 1.0000e-03 eta: 6:42:46 time: 0.1325 data_time: 0.0036 loss: 0.9301 03/03 20:11:38 - mmengine - INFO - Epoch(train) [68][1100/5005] lr: 1.0000e-03 eta: 6:42:31 time: 0.1475 data_time: 0.0036 loss: 0.8844 03/03 20:11:53 - mmengine - INFO - Epoch(train) [68][1200/5005] lr: 1.0000e-03 eta: 6:42:17 time: 0.1462 data_time: 0.0035 loss: 1.0724 03/03 20:12:08 - mmengine - INFO - Epoch(train) [68][1300/5005] lr: 1.0000e-03 eta: 6:42:02 time: 0.1496 data_time: 0.0031 loss: 0.7349 03/03 20:12:24 - mmengine - INFO - Epoch(train) [68][1400/5005] lr: 1.0000e-03 eta: 6:41:48 time: 0.1492 data_time: 0.0034 loss: 0.9453 03/03 20:12:39 - mmengine - INFO - Epoch(train) [68][1500/5005] lr: 1.0000e-03 eta: 6:41:33 time: 0.1492 data_time: 0.0033 loss: 0.8246 03/03 20:12:54 - mmengine - INFO - Epoch(train) [68][1600/5005] lr: 1.0000e-03 eta: 6:41:19 time: 0.1520 data_time: 0.0035 loss: 0.9474 03/03 20:13:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:13:09 - mmengine - INFO - Epoch(train) [68][1700/5005] lr: 1.0000e-03 eta: 6:41:04 time: 0.1471 data_time: 0.0035 loss: 0.9872 03/03 20:13:24 - mmengine - INFO - Epoch(train) [68][1800/5005] lr: 1.0000e-03 eta: 6:40:49 time: 0.1455 data_time: 0.0035 loss: 0.7872 03/03 20:13:38 - mmengine - INFO - Epoch(train) [68][1900/5005] lr: 1.0000e-03 eta: 6:40:34 time: 0.1459 data_time: 0.0034 loss: 0.9504 03/03 20:13:53 - mmengine - INFO - Epoch(train) [68][2000/5005] lr: 1.0000e-03 eta: 6:40:20 time: 0.1530 data_time: 0.0037 loss: 1.0377 03/03 20:14:08 - mmengine - INFO - Epoch(train) [68][2100/5005] lr: 1.0000e-03 eta: 6:40:05 time: 0.1472 data_time: 0.0031 loss: 0.8134 03/03 20:14:23 - mmengine - INFO - Epoch(train) [68][2200/5005] lr: 1.0000e-03 eta: 6:39:50 time: 0.1438 data_time: 0.0033 loss: 0.8602 03/03 20:14:38 - mmengine - INFO - Epoch(train) [68][2300/5005] lr: 1.0000e-03 eta: 6:39:36 time: 0.1465 data_time: 0.0037 loss: 0.8943 03/03 20:14:52 - mmengine - INFO - Epoch(train) [68][2400/5005] lr: 1.0000e-03 eta: 6:39:21 time: 0.1400 data_time: 0.0035 loss: 0.8703 03/03 20:15:07 - mmengine - INFO - Epoch(train) [68][2500/5005] lr: 1.0000e-03 eta: 6:39:06 time: 0.1414 data_time: 0.0034 loss: 0.7648 03/03 20:15:21 - mmengine - INFO - Epoch(train) [68][2600/5005] lr: 1.0000e-03 eta: 6:38:51 time: 0.1435 data_time: 0.0032 loss: 0.8152 03/03 20:15:31 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:15:36 - mmengine - INFO - Epoch(train) [68][2700/5005] lr: 1.0000e-03 eta: 6:38:36 time: 0.1496 data_time: 0.0035 loss: 0.7935 03/03 20:15:51 - mmengine - INFO - Epoch(train) [68][2800/5005] lr: 1.0000e-03 eta: 6:38:22 time: 0.1462 data_time: 0.0034 loss: 0.7407 03/03 20:16:06 - mmengine - INFO - Epoch(train) [68][2900/5005] lr: 1.0000e-03 eta: 6:38:07 time: 0.1494 data_time: 0.0031 loss: 0.9194 03/03 20:16:21 - mmengine - INFO - Epoch(train) [68][3000/5005] lr: 1.0000e-03 eta: 6:37:52 time: 0.1472 data_time: 0.0034 loss: 0.9051 03/03 20:16:36 - mmengine - INFO - Epoch(train) [68][3100/5005] lr: 1.0000e-03 eta: 6:37:38 time: 0.1424 data_time: 0.0032 loss: 0.9452 03/03 20:16:50 - mmengine - INFO - Epoch(train) [68][3200/5005] lr: 1.0000e-03 eta: 6:37:23 time: 0.1437 data_time: 0.0032 loss: 0.8806 03/03 20:17:05 - mmengine - INFO - Epoch(train) [68][3300/5005] lr: 1.0000e-03 eta: 6:37:08 time: 0.1413 data_time: 0.0030 loss: 0.8251 03/03 20:17:20 - mmengine - INFO - Epoch(train) [68][3400/5005] lr: 1.0000e-03 eta: 6:36:53 time: 0.1512 data_time: 0.0037 loss: 0.8620 03/03 20:17:35 - mmengine - INFO - Epoch(train) [68][3500/5005] lr: 1.0000e-03 eta: 6:36:39 time: 0.1468 data_time: 0.0035 loss: 0.8814 03/03 20:17:50 - mmengine - INFO - Epoch(train) [68][3600/5005] lr: 1.0000e-03 eta: 6:36:24 time: 0.1480 data_time: 0.0031 loss: 0.8536 03/03 20:18:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:18:05 - mmengine - INFO - Epoch(train) [68][3700/5005] lr: 1.0000e-03 eta: 6:36:09 time: 0.1486 data_time: 0.0036 loss: 0.7461 03/03 20:18:20 - mmengine - INFO - Epoch(train) [68][3800/5005] lr: 1.0000e-03 eta: 6:35:55 time: 0.1676 data_time: 0.0035 loss: 1.0328 03/03 20:18:35 - mmengine - INFO - Epoch(train) [68][3900/5005] lr: 1.0000e-03 eta: 6:35:40 time: 0.1452 data_time: 0.0036 loss: 0.9593 03/03 20:18:49 - mmengine - INFO - Epoch(train) [68][4000/5005] lr: 1.0000e-03 eta: 6:35:25 time: 0.1383 data_time: 0.0035 loss: 0.8957 03/03 20:19:04 - mmengine - INFO - Epoch(train) [68][4100/5005] lr: 1.0000e-03 eta: 6:35:10 time: 0.1422 data_time: 0.0034 loss: 0.9859 03/03 20:19:19 - mmengine - INFO - Epoch(train) [68][4200/5005] lr: 1.0000e-03 eta: 6:34:56 time: 0.1741 data_time: 0.0035 loss: 0.8600 03/03 20:19:34 - mmengine - INFO - Epoch(train) [68][4300/5005] lr: 1.0000e-03 eta: 6:34:41 time: 0.1511 data_time: 0.0036 loss: 0.8896 03/03 20:19:49 - mmengine - INFO - Epoch(train) [68][4400/5005] lr: 1.0000e-03 eta: 6:34:26 time: 0.1412 data_time: 0.0033 loss: 0.9140 03/03 20:20:03 - mmengine - INFO - Epoch(train) [68][4500/5005] lr: 1.0000e-03 eta: 6:34:11 time: 0.1447 data_time: 0.0035 loss: 0.8195 03/03 20:20:18 - mmengine - INFO - Epoch(train) [68][4600/5005] lr: 1.0000e-03 eta: 6:33:57 time: 0.1645 data_time: 0.0034 loss: 0.7958 03/03 20:20:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:20:33 - mmengine - INFO - Epoch(train) [68][4700/5005] lr: 1.0000e-03 eta: 6:33:42 time: 0.1405 data_time: 0.0036 loss: 0.8784 03/03 20:20:48 - mmengine - INFO - Epoch(train) [68][4800/5005] lr: 1.0000e-03 eta: 6:33:27 time: 0.1459 data_time: 0.0032 loss: 0.8681 03/03 20:21:03 - mmengine - INFO - Epoch(train) [68][4900/5005] lr: 1.0000e-03 eta: 6:33:12 time: 0.1445 data_time: 0.0036 loss: 0.8117 03/03 20:21:18 - mmengine - INFO - Epoch(train) [68][5000/5005] lr: 1.0000e-03 eta: 6:32:58 time: 0.1463 data_time: 0.0043 loss: 0.9526 03/03 20:21:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:21:19 - mmengine - INFO - Saving checkpoint at 68 epochs 03/03 20:21:27 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:06 time: 0.0569 data_time: 0.0385 03/03 20:21:56 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 76.9740 accuracy/top5: 93.4000 03/03 20:22:11 - mmengine - INFO - Epoch(train) [69][ 100/5005] lr: 1.0000e-03 eta: 6:32:42 time: 0.1415 data_time: 0.0032 loss: 0.7734 03/03 20:22:26 - mmengine - INFO - Epoch(train) [69][ 200/5005] lr: 1.0000e-03 eta: 6:32:28 time: 0.1460 data_time: 0.0034 loss: 0.8869 03/03 20:22:41 - mmengine - INFO - Epoch(train) [69][ 300/5005] lr: 1.0000e-03 eta: 6:32:13 time: 0.1511 data_time: 0.0036 loss: 0.9073 03/03 20:22:56 - mmengine - INFO - Epoch(train) [69][ 400/5005] lr: 1.0000e-03 eta: 6:31:59 time: 0.1462 data_time: 0.0036 loss: 0.9206 03/03 20:23:12 - mmengine - INFO - Epoch(train) [69][ 500/5005] lr: 1.0000e-03 eta: 6:31:44 time: 0.1456 data_time: 0.0036 loss: 0.7420 03/03 20:23:26 - mmengine - INFO - Epoch(train) [69][ 600/5005] lr: 1.0000e-03 eta: 6:31:29 time: 0.1466 data_time: 0.0040 loss: 0.7979 03/03 20:23:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:23:41 - mmengine - INFO - Epoch(train) [69][ 700/5005] lr: 1.0000e-03 eta: 6:31:15 time: 0.1541 data_time: 0.0033 loss: 0.8342 03/03 20:23:56 - mmengine - INFO - Epoch(train) [69][ 800/5005] lr: 1.0000e-03 eta: 6:31:00 time: 0.1434 data_time: 0.0031 loss: 0.7888 03/03 20:24:11 - mmengine - INFO - Epoch(train) [69][ 900/5005] lr: 1.0000e-03 eta: 6:30:45 time: 0.1414 data_time: 0.0033 loss: 0.9577 03/03 20:24:25 - mmengine - INFO - Epoch(train) [69][1000/5005] lr: 1.0000e-03 eta: 6:30:30 time: 0.1437 data_time: 0.0035 loss: 0.8819 03/03 20:24:40 - mmengine - INFO - Epoch(train) [69][1100/5005] lr: 1.0000e-03 eta: 6:30:15 time: 0.1427 data_time: 0.0035 loss: 0.9299 03/03 20:24:54 - mmengine - INFO - Epoch(train) [69][1200/5005] lr: 1.0000e-03 eta: 6:30:00 time: 0.1400 data_time: 0.0036 loss: 0.8236 03/03 20:25:09 - mmengine - INFO - Epoch(train) [69][1300/5005] lr: 1.0000e-03 eta: 6:29:45 time: 0.1504 data_time: 0.0034 loss: 0.9206 03/03 20:25:24 - mmengine - INFO - Epoch(train) [69][1400/5005] lr: 1.0000e-03 eta: 6:29:31 time: 0.1490 data_time: 0.0036 loss: 0.9493 03/03 20:25:39 - mmengine - INFO - Epoch(train) [69][1500/5005] lr: 1.0000e-03 eta: 6:29:16 time: 0.1487 data_time: 0.0034 loss: 0.7909 03/03 20:25:54 - mmengine - INFO - Epoch(train) [69][1600/5005] lr: 1.0000e-03 eta: 6:29:02 time: 0.1449 data_time: 0.0036 loss: 0.9665 03/03 20:26:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:26:09 - mmengine - INFO - Epoch(train) [69][1700/5005] lr: 1.0000e-03 eta: 6:28:47 time: 0.1464 data_time: 0.0033 loss: 0.8673 03/03 20:26:25 - mmengine - INFO - Epoch(train) [69][1800/5005] lr: 1.0000e-03 eta: 6:28:33 time: 0.1500 data_time: 0.0035 loss: 0.8892 03/03 20:26:40 - mmengine - INFO - Epoch(train) [69][1900/5005] lr: 1.0000e-03 eta: 6:28:18 time: 0.1465 data_time: 0.0032 loss: 0.8648 03/03 20:26:54 - mmengine - INFO - Epoch(train) [69][2000/5005] lr: 1.0000e-03 eta: 6:28:03 time: 0.1379 data_time: 0.0034 loss: 0.8449 03/03 20:27:09 - mmengine - INFO - Epoch(train) [69][2100/5005] lr: 1.0000e-03 eta: 6:27:48 time: 0.1460 data_time: 0.0035 loss: 0.8772 03/03 20:27:24 - mmengine - INFO - Epoch(train) [69][2200/5005] lr: 1.0000e-03 eta: 6:27:33 time: 0.1514 data_time: 0.0041 loss: 1.0052 03/03 20:27:38 - mmengine - INFO - Epoch(train) [69][2300/5005] lr: 1.0000e-03 eta: 6:27:19 time: 0.1497 data_time: 0.0035 loss: 0.8735 03/03 20:27:53 - mmengine - INFO - Epoch(train) [69][2400/5005] lr: 1.0000e-03 eta: 6:27:04 time: 0.1490 data_time: 0.0036 loss: 1.1074 03/03 20:28:08 - mmengine - INFO - Epoch(train) [69][2500/5005] lr: 1.0000e-03 eta: 6:26:49 time: 0.1670 data_time: 0.0038 loss: 0.8375 03/03 20:28:23 - mmengine - INFO - Epoch(train) [69][2600/5005] lr: 1.0000e-03 eta: 6:26:34 time: 0.1448 data_time: 0.0037 loss: 0.8553 03/03 20:28:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:28:37 - mmengine - INFO - Epoch(train) [69][2700/5005] lr: 1.0000e-03 eta: 6:26:20 time: 0.1436 data_time: 0.0034 loss: 0.7971 03/03 20:28:52 - mmengine - INFO - Epoch(train) [69][2800/5005] lr: 1.0000e-03 eta: 6:26:05 time: 0.1440 data_time: 0.0036 loss: 1.0060 03/03 20:29:06 - mmengine - INFO - Epoch(train) [69][2900/5005] lr: 1.0000e-03 eta: 6:25:50 time: 0.1334 data_time: 0.0036 loss: 1.0137 03/03 20:29:21 - mmengine - INFO - Epoch(train) [69][3000/5005] lr: 1.0000e-03 eta: 6:25:35 time: 0.1376 data_time: 0.0037 loss: 0.8844 03/03 20:29:35 - mmengine - INFO - Epoch(train) [69][3100/5005] lr: 1.0000e-03 eta: 6:25:20 time: 0.1378 data_time: 0.0034 loss: 0.7194 03/03 20:29:49 - mmengine - INFO - Epoch(train) [69][3200/5005] lr: 1.0000e-03 eta: 6:25:05 time: 0.1405 data_time: 0.0031 loss: 0.9164 03/03 20:30:03 - mmengine - INFO - Epoch(train) [69][3300/5005] lr: 1.0000e-03 eta: 6:24:50 time: 0.1452 data_time: 0.0036 loss: 0.8999 03/03 20:30:18 - mmengine - INFO - Epoch(train) [69][3400/5005] lr: 1.0000e-03 eta: 6:24:35 time: 0.1400 data_time: 0.0038 loss: 0.6724 03/03 20:30:32 - mmengine - INFO - Epoch(train) [69][3500/5005] lr: 1.0000e-03 eta: 6:24:20 time: 0.1362 data_time: 0.0029 loss: 0.6629 03/03 20:30:47 - mmengine - INFO - Epoch(train) [69][3600/5005] lr: 1.0000e-03 eta: 6:24:05 time: 0.1419 data_time: 0.0036 loss: 0.8586 03/03 20:30:56 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:31:01 - mmengine - INFO - Epoch(train) [69][3700/5005] lr: 1.0000e-03 eta: 6:23:50 time: 0.1401 data_time: 0.0038 loss: 0.8826 03/03 20:31:16 - mmengine - INFO - Epoch(train) [69][3800/5005] lr: 1.0000e-03 eta: 6:23:36 time: 0.1506 data_time: 0.0038 loss: 0.9653 03/03 20:31:31 - mmengine - INFO - Epoch(train) [69][3900/5005] lr: 1.0000e-03 eta: 6:23:21 time: 0.1443 data_time: 0.0036 loss: 0.8923 03/03 20:31:47 - mmengine - INFO - Epoch(train) [69][4000/5005] lr: 1.0000e-03 eta: 6:23:07 time: 0.1466 data_time: 0.0033 loss: 0.8977 03/03 20:32:01 - mmengine - INFO - Epoch(train) [69][4100/5005] lr: 1.0000e-03 eta: 6:22:52 time: 0.1412 data_time: 0.0033 loss: 0.8794 03/03 20:32:15 - mmengine - INFO - Epoch(train) [69][4200/5005] lr: 1.0000e-03 eta: 6:22:37 time: 0.1343 data_time: 0.0035 loss: 0.9083 03/03 20:32:30 - mmengine - INFO - Epoch(train) [69][4300/5005] lr: 1.0000e-03 eta: 6:22:22 time: 0.1429 data_time: 0.0035 loss: 0.8335 03/03 20:32:44 - mmengine - INFO - Epoch(train) [69][4400/5005] lr: 1.0000e-03 eta: 6:22:07 time: 0.1368 data_time: 0.0035 loss: 1.0156 03/03 20:32:58 - mmengine - INFO - Epoch(train) [69][4500/5005] lr: 1.0000e-03 eta: 6:21:52 time: 0.1380 data_time: 0.0033 loss: 0.8837 03/03 20:33:12 - mmengine - INFO - Epoch(train) [69][4600/5005] lr: 1.0000e-03 eta: 6:21:37 time: 0.1615 data_time: 0.0034 loss: 0.8092 03/03 20:33:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:33:27 - mmengine - INFO - Epoch(train) [69][4700/5005] lr: 1.0000e-03 eta: 6:21:22 time: 0.1441 data_time: 0.0036 loss: 0.8644 03/03 20:33:42 - mmengine - INFO - Epoch(train) [69][4800/5005] lr: 1.0000e-03 eta: 6:21:07 time: 0.1737 data_time: 0.0031 loss: 0.7172 03/03 20:33:57 - mmengine - INFO - Epoch(train) [69][4900/5005] lr: 1.0000e-03 eta: 6:20:53 time: 0.1536 data_time: 0.0036 loss: 0.7066 03/03 20:34:12 - mmengine - INFO - Epoch(train) [69][5000/5005] lr: 1.0000e-03 eta: 6:20:38 time: 0.1503 data_time: 0.0039 loss: 0.9555 03/03 20:34:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:34:14 - mmengine - INFO - Saving checkpoint at 69 epochs 03/03 20:34:21 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:06 time: 0.0613 data_time: 0.0421 03/03 20:34:51 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 77.0660 accuracy/top5: 93.3920 03/03 20:35:07 - mmengine - INFO - Epoch(train) [70][ 100/5005] lr: 1.0000e-03 eta: 6:20:23 time: 0.1465 data_time: 0.0035 loss: 0.8772 03/03 20:35:21 - mmengine - INFO - Epoch(train) [70][ 200/5005] lr: 1.0000e-03 eta: 6:20:08 time: 0.1422 data_time: 0.0035 loss: 0.9728 03/03 20:35:36 - mmengine - INFO - Epoch(train) [70][ 300/5005] lr: 1.0000e-03 eta: 6:19:54 time: 0.1464 data_time: 0.0039 loss: 0.8985 03/03 20:35:51 - mmengine - INFO - Epoch(train) [70][ 400/5005] lr: 1.0000e-03 eta: 6:19:39 time: 0.1476 data_time: 0.0034 loss: 0.8432 03/03 20:36:06 - mmengine - INFO - Epoch(train) [70][ 500/5005] lr: 1.0000e-03 eta: 6:19:24 time: 0.1430 data_time: 0.0036 loss: 0.8796 03/03 20:36:21 - mmengine - INFO - Epoch(train) [70][ 600/5005] lr: 1.0000e-03 eta: 6:19:10 time: 0.1490 data_time: 0.0034 loss: 0.7992 03/03 20:36:29 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:36:36 - mmengine - INFO - Epoch(train) [70][ 700/5005] lr: 1.0000e-03 eta: 6:18:55 time: 0.1479 data_time: 0.0034 loss: 0.8447 03/03 20:36:52 - mmengine - INFO - Epoch(train) [70][ 800/5005] lr: 1.0000e-03 eta: 6:18:41 time: 0.1504 data_time: 0.0033 loss: 0.9535 03/03 20:37:07 - mmengine - INFO - Epoch(train) [70][ 900/5005] lr: 1.0000e-03 eta: 6:18:26 time: 0.1527 data_time: 0.0035 loss: 0.9500 03/03 20:37:22 - mmengine - INFO - Epoch(train) [70][1000/5005] lr: 1.0000e-03 eta: 6:18:11 time: 0.1495 data_time: 0.0033 loss: 0.9101 03/03 20:37:38 - mmengine - INFO - Epoch(train) [70][1100/5005] lr: 1.0000e-03 eta: 6:17:57 time: 0.1482 data_time: 0.0035 loss: 0.9271 03/03 20:37:53 - mmengine - INFO - Epoch(train) [70][1200/5005] lr: 1.0000e-03 eta: 6:17:42 time: 0.1492 data_time: 0.0034 loss: 0.9287 03/03 20:38:08 - mmengine - INFO - Epoch(train) [70][1300/5005] lr: 1.0000e-03 eta: 6:17:28 time: 0.1453 data_time: 0.0036 loss: 0.8581 03/03 20:38:23 - mmengine - INFO - Epoch(train) [70][1400/5005] lr: 1.0000e-03 eta: 6:17:13 time: 0.1459 data_time: 0.0036 loss: 0.8510 03/03 20:38:38 - mmengine - INFO - Epoch(train) [70][1500/5005] lr: 1.0000e-03 eta: 6:16:58 time: 0.1454 data_time: 0.0035 loss: 0.9137 03/03 20:38:52 - mmengine - INFO - Epoch(train) [70][1600/5005] lr: 1.0000e-03 eta: 6:16:43 time: 0.1404 data_time: 0.0037 loss: 0.9299 03/03 20:39:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:39:07 - mmengine - INFO - Epoch(train) [70][1700/5005] lr: 1.0000e-03 eta: 6:16:28 time: 0.1445 data_time: 0.0033 loss: 0.8685 03/03 20:39:22 - mmengine - INFO - Epoch(train) [70][1800/5005] lr: 1.0000e-03 eta: 6:16:14 time: 0.1670 data_time: 0.0036 loss: 0.9561 03/03 20:39:36 - mmengine - INFO - Epoch(train) [70][1900/5005] lr: 1.0000e-03 eta: 6:15:59 time: 0.1400 data_time: 0.0035 loss: 1.0430 03/03 20:39:51 - mmengine - INFO - Epoch(train) [70][2000/5005] lr: 1.0000e-03 eta: 6:15:44 time: 0.1435 data_time: 0.0034 loss: 1.0331 03/03 20:40:06 - mmengine - INFO - Epoch(train) [70][2100/5005] lr: 1.0000e-03 eta: 6:15:30 time: 0.1622 data_time: 0.0032 loss: 0.8471 03/03 20:40:21 - mmengine - INFO - Epoch(train) [70][2200/5005] lr: 1.0000e-03 eta: 6:15:15 time: 0.1497 data_time: 0.0033 loss: 0.9922 03/03 20:40:36 - mmengine - INFO - Epoch(train) [70][2300/5005] lr: 1.0000e-03 eta: 6:15:00 time: 0.1379 data_time: 0.0036 loss: 0.9468 03/03 20:40:50 - mmengine - INFO - Epoch(train) [70][2400/5005] lr: 1.0000e-03 eta: 6:14:45 time: 0.1429 data_time: 0.0036 loss: 0.8707 03/03 20:41:05 - mmengine - INFO - Epoch(train) [70][2500/5005] lr: 1.0000e-03 eta: 6:14:30 time: 0.1657 data_time: 0.0038 loss: 0.9184 03/03 20:41:19 - mmengine - INFO - Epoch(train) [70][2600/5005] lr: 1.0000e-03 eta: 6:14:16 time: 0.1449 data_time: 0.0036 loss: 0.9801 03/03 20:41:27 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:41:34 - mmengine - INFO - Epoch(train) [70][2700/5005] lr: 1.0000e-03 eta: 6:14:01 time: 0.1431 data_time: 0.0034 loss: 0.8032 03/03 20:41:48 - mmengine - INFO - Epoch(train) [70][2800/5005] lr: 1.0000e-03 eta: 6:13:46 time: 0.1417 data_time: 0.0033 loss: 0.8705 03/03 20:42:03 - mmengine - INFO - Epoch(train) [70][2900/5005] lr: 1.0000e-03 eta: 6:13:31 time: 0.1471 data_time: 0.0035 loss: 0.9080 03/03 20:42:17 - mmengine - INFO - Epoch(train) [70][3000/5005] lr: 1.0000e-03 eta: 6:13:16 time: 0.1454 data_time: 0.0033 loss: 0.8345 03/03 20:42:32 - mmengine - INFO - Epoch(train) [70][3100/5005] lr: 1.0000e-03 eta: 6:13:01 time: 0.1451 data_time: 0.0036 loss: 0.8764 03/03 20:42:47 - mmengine - INFO - Epoch(train) [70][3200/5005] lr: 1.0000e-03 eta: 6:12:47 time: 0.1402 data_time: 0.0032 loss: 0.7097 03/03 20:43:01 - mmengine - INFO - Epoch(train) [70][3300/5005] lr: 1.0000e-03 eta: 6:12:32 time: 0.1420 data_time: 0.0035 loss: 0.8365 03/03 20:43:16 - mmengine - INFO - Epoch(train) [70][3400/5005] lr: 1.0000e-03 eta: 6:12:17 time: 0.1447 data_time: 0.0036 loss: 0.8133 03/03 20:43:31 - mmengine - INFO - Epoch(train) [70][3500/5005] lr: 1.0000e-03 eta: 6:12:02 time: 0.1444 data_time: 0.0035 loss: 0.9305 03/03 20:43:45 - mmengine - INFO - Epoch(train) [70][3600/5005] lr: 1.0000e-03 eta: 6:11:47 time: 0.1414 data_time: 0.0037 loss: 0.9385 03/03 20:43:53 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:44:00 - mmengine - INFO - Epoch(train) [70][3700/5005] lr: 1.0000e-03 eta: 6:11:33 time: 0.1495 data_time: 0.0034 loss: 0.8618 03/03 20:44:14 - mmengine - INFO - Epoch(train) [70][3800/5005] lr: 1.0000e-03 eta: 6:11:18 time: 0.1338 data_time: 0.0036 loss: 0.9237 03/03 20:44:28 - mmengine - INFO - Epoch(train) [70][3900/5005] lr: 1.0000e-03 eta: 6:11:02 time: 0.1362 data_time: 0.0037 loss: 0.6254 03/03 20:44:42 - mmengine - INFO - Epoch(train) [70][4000/5005] lr: 1.0000e-03 eta: 6:10:47 time: 0.1347 data_time: 0.0036 loss: 0.7531 03/03 20:44:56 - mmengine - INFO - Epoch(train) [70][4100/5005] lr: 1.0000e-03 eta: 6:10:32 time: 0.1356 data_time: 0.0034 loss: 0.8245 03/03 20:45:10 - mmengine - INFO - Epoch(train) [70][4200/5005] lr: 1.0000e-03 eta: 6:10:17 time: 0.1478 data_time: 0.0037 loss: 1.1378 03/03 20:45:24 - mmengine - INFO - Epoch(train) [70][4300/5005] lr: 1.0000e-03 eta: 6:10:02 time: 0.1382 data_time: 0.0035 loss: 0.7807 03/03 20:45:38 - mmengine - INFO - Epoch(train) [70][4400/5005] lr: 1.0000e-03 eta: 6:09:47 time: 0.1412 data_time: 0.0034 loss: 0.8756 03/03 20:45:53 - mmengine - INFO - Epoch(train) [70][4500/5005] lr: 1.0000e-03 eta: 6:09:32 time: 0.1400 data_time: 0.0035 loss: 0.7647 03/03 20:46:07 - mmengine - INFO - Epoch(train) [70][4600/5005] lr: 1.0000e-03 eta: 6:09:17 time: 0.1398 data_time: 0.0037 loss: 0.9026 03/03 20:46:15 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:46:21 - mmengine - INFO - Epoch(train) [70][4700/5005] lr: 1.0000e-03 eta: 6:09:02 time: 0.1406 data_time: 0.0036 loss: 0.8683 03/03 20:46:36 - mmengine - INFO - Epoch(train) [70][4800/5005] lr: 1.0000e-03 eta: 6:08:47 time: 0.1409 data_time: 0.0036 loss: 0.9579 03/03 20:46:50 - mmengine - INFO - Epoch(train) [70][4900/5005] lr: 1.0000e-03 eta: 6:08:32 time: 0.1370 data_time: 0.0035 loss: 0.8147 03/03 20:47:04 - mmengine - INFO - Epoch(train) [70][5000/5005] lr: 1.0000e-03 eta: 6:08:17 time: 0.1378 data_time: 0.0043 loss: 0.8445 03/03 20:47:05 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:47:05 - mmengine - INFO - Saving checkpoint at 70 epochs 03/03 20:47:14 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:06 time: 0.0619 data_time: 0.0435 03/03 20:47:43 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 77.1820 accuracy/top5: 93.4100 03/03 20:47:59 - mmengine - INFO - Epoch(train) [71][ 100/5005] lr: 1.0000e-03 eta: 6:08:02 time: 0.1439 data_time: 0.0033 loss: 0.8561 03/03 20:48:13 - mmengine - INFO - Epoch(train) [71][ 200/5005] lr: 1.0000e-03 eta: 6:07:47 time: 0.1443 data_time: 0.0032 loss: 0.7721 03/03 20:48:27 - mmengine - INFO - Epoch(train) [71][ 300/5005] lr: 1.0000e-03 eta: 6:07:32 time: 0.1683 data_time: 0.0034 loss: 0.7832 03/03 20:48:42 - mmengine - INFO - Epoch(train) [71][ 400/5005] lr: 1.0000e-03 eta: 6:07:17 time: 0.1466 data_time: 0.0033 loss: 1.0277 03/03 20:48:56 - mmengine - INFO - Epoch(train) [71][ 500/5005] lr: 1.0000e-03 eta: 6:07:03 time: 0.1392 data_time: 0.0037 loss: 0.9611 03/03 20:49:11 - mmengine - INFO - Epoch(train) [71][ 600/5005] lr: 1.0000e-03 eta: 6:06:48 time: 0.1452 data_time: 0.0036 loss: 0.8971 03/03 20:49:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:49:26 - mmengine - INFO - Epoch(train) [71][ 700/5005] lr: 1.0000e-03 eta: 6:06:33 time: 0.1510 data_time: 0.0037 loss: 0.8883 03/03 20:49:41 - mmengine - INFO - Epoch(train) [71][ 800/5005] lr: 1.0000e-03 eta: 6:06:19 time: 0.1532 data_time: 0.0035 loss: 0.9550 03/03 20:49:57 - mmengine - INFO - Epoch(train) [71][ 900/5005] lr: 1.0000e-03 eta: 6:06:04 time: 0.1533 data_time: 0.0031 loss: 0.6623 03/03 20:50:12 - mmengine - INFO - Epoch(train) [71][1000/5005] lr: 1.0000e-03 eta: 6:05:49 time: 0.1514 data_time: 0.0031 loss: 0.8954 03/03 20:50:27 - mmengine - INFO - Epoch(train) [71][1100/5005] lr: 1.0000e-03 eta: 6:05:35 time: 0.1433 data_time: 0.0034 loss: 0.9210 03/03 20:50:41 - mmengine - INFO - Epoch(train) [71][1200/5005] lr: 1.0000e-03 eta: 6:05:20 time: 0.1404 data_time: 0.0036 loss: 0.8484 03/03 20:50:55 - mmengine - INFO - Epoch(train) [71][1300/5005] lr: 1.0000e-03 eta: 6:05:05 time: 0.1433 data_time: 0.0036 loss: 0.9436 03/03 20:51:10 - mmengine - INFO - Epoch(train) [71][1400/5005] lr: 1.0000e-03 eta: 6:04:50 time: 0.1752 data_time: 0.0036 loss: 0.8820 03/03 20:51:25 - mmengine - INFO - Epoch(train) [71][1500/5005] lr: 1.0000e-03 eta: 6:04:35 time: 0.1683 data_time: 0.0034 loss: 0.9116 03/03 20:51:40 - mmengine - INFO - Epoch(train) [71][1600/5005] lr: 1.0000e-03 eta: 6:04:21 time: 0.1507 data_time: 0.0034 loss: 0.6769 03/03 20:51:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:51:55 - mmengine - INFO - Epoch(train) [71][1700/5005] lr: 1.0000e-03 eta: 6:04:06 time: 0.1468 data_time: 0.0036 loss: 0.7779 03/03 20:52:09 - mmengine - INFO - Epoch(train) [71][1800/5005] lr: 1.0000e-03 eta: 6:03:51 time: 0.1379 data_time: 0.0035 loss: 0.9034 03/03 20:52:24 - mmengine - INFO - Epoch(train) [71][1900/5005] lr: 1.0000e-03 eta: 6:03:36 time: 0.1439 data_time: 0.0034 loss: 0.6676 03/03 20:52:38 - mmengine - INFO - Epoch(train) [71][2000/5005] lr: 1.0000e-03 eta: 6:03:21 time: 0.1442 data_time: 0.0037 loss: 0.8755 03/03 20:52:53 - mmengine - INFO - Epoch(train) [71][2100/5005] lr: 1.0000e-03 eta: 6:03:06 time: 0.1409 data_time: 0.0036 loss: 0.8876 03/03 20:53:07 - mmengine - INFO - Epoch(train) [71][2200/5005] lr: 1.0000e-03 eta: 6:02:52 time: 0.1446 data_time: 0.0033 loss: 0.9618 03/03 20:53:22 - mmengine - INFO - Epoch(train) [71][2300/5005] lr: 1.0000e-03 eta: 6:02:37 time: 0.1409 data_time: 0.0041 loss: 0.9251 03/03 20:53:37 - mmengine - INFO - Epoch(train) [71][2400/5005] lr: 1.0000e-03 eta: 6:02:22 time: 0.1588 data_time: 0.0039 loss: 0.8220 03/03 20:53:54 - mmengine - INFO - Epoch(train) [71][2500/5005] lr: 1.0000e-03 eta: 6:02:08 time: 0.1605 data_time: 0.0039 loss: 0.7558 03/03 20:54:09 - mmengine - INFO - Epoch(train) [71][2600/5005] lr: 1.0000e-03 eta: 6:01:54 time: 0.1356 data_time: 0.0039 loss: 0.8785 03/03 20:54:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:54:23 - mmengine - INFO - Epoch(train) [71][2700/5005] lr: 1.0000e-03 eta: 6:01:39 time: 0.1320 data_time: 0.0034 loss: 0.9601 03/03 20:54:38 - mmengine - INFO - Epoch(train) [71][2800/5005] lr: 1.0000e-03 eta: 6:01:24 time: 0.1447 data_time: 0.0033 loss: 0.8319 03/03 20:54:53 - mmengine - INFO - Epoch(train) [71][2900/5005] lr: 1.0000e-03 eta: 6:01:09 time: 0.1459 data_time: 0.0035 loss: 0.8433 03/03 20:55:07 - mmengine - INFO - Epoch(train) [71][3000/5005] lr: 1.0000e-03 eta: 6:00:54 time: 0.1370 data_time: 0.0036 loss: 0.9356 03/03 20:55:21 - mmengine - INFO - Epoch(train) [71][3100/5005] lr: 1.0000e-03 eta: 6:00:39 time: 0.1436 data_time: 0.0039 loss: 0.8691 03/03 20:55:35 - mmengine - INFO - Epoch(train) [71][3200/5005] lr: 1.0000e-03 eta: 6:00:24 time: 0.1359 data_time: 0.0041 loss: 0.7577 03/03 20:55:50 - mmengine - INFO - Epoch(train) [71][3300/5005] lr: 1.0000e-03 eta: 6:00:10 time: 0.1426 data_time: 0.0039 loss: 0.7289 03/03 20:56:05 - mmengine - INFO - Epoch(train) [71][3400/5005] lr: 1.0000e-03 eta: 5:59:55 time: 0.1583 data_time: 0.0035 loss: 0.8686 03/03 20:56:20 - mmengine - INFO - Epoch(train) [71][3500/5005] lr: 1.0000e-03 eta: 5:59:40 time: 0.1514 data_time: 0.0041 loss: 0.8556 03/03 20:56:35 - mmengine - INFO - Epoch(train) [71][3600/5005] lr: 1.0000e-03 eta: 5:59:26 time: 0.1437 data_time: 0.0032 loss: 1.1033 03/03 20:56:43 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:56:50 - mmengine - INFO - Epoch(train) [71][3700/5005] lr: 1.0000e-03 eta: 5:59:11 time: 0.1488 data_time: 0.0031 loss: 0.8988 03/03 20:57:06 - mmengine - INFO - Epoch(train) [71][3800/5005] lr: 1.0000e-03 eta: 5:58:57 time: 0.1555 data_time: 0.0038 loss: 1.0244 03/03 20:57:21 - mmengine - INFO - Epoch(train) [71][3900/5005] lr: 1.0000e-03 eta: 5:58:42 time: 0.1558 data_time: 0.0035 loss: 0.9168 03/03 20:57:38 - mmengine - INFO - Epoch(train) [71][4000/5005] lr: 1.0000e-03 eta: 5:58:28 time: 0.1571 data_time: 0.0039 loss: 0.8529 03/03 20:57:53 - mmengine - INFO - Epoch(train) [71][4100/5005] lr: 1.0000e-03 eta: 5:58:14 time: 0.1514 data_time: 0.0035 loss: 0.6829 03/03 20:58:09 - mmengine - INFO - Epoch(train) [71][4200/5005] lr: 1.0000e-03 eta: 5:57:59 time: 0.1672 data_time: 0.0036 loss: 0.7267 03/03 20:58:23 - mmengine - INFO - Epoch(train) [71][4300/5005] lr: 1.0000e-03 eta: 5:57:44 time: 0.1402 data_time: 0.0037 loss: 0.7758 03/03 20:58:38 - mmengine - INFO - Epoch(train) [71][4400/5005] lr: 1.0000e-03 eta: 5:57:30 time: 0.1547 data_time: 0.0036 loss: 0.8426 03/03 20:58:54 - mmengine - INFO - Epoch(train) [71][4500/5005] lr: 1.0000e-03 eta: 5:57:15 time: 0.1563 data_time: 0.0036 loss: 0.8677 03/03 20:59:09 - mmengine - INFO - Epoch(train) [71][4600/5005] lr: 1.0000e-03 eta: 5:57:01 time: 0.1447 data_time: 0.0035 loss: 1.0206 03/03 20:59:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 20:59:23 - mmengine - INFO - Epoch(train) [71][4700/5005] lr: 1.0000e-03 eta: 5:56:46 time: 0.1503 data_time: 0.0036 loss: 0.8197 03/03 20:59:38 - mmengine - INFO - Epoch(train) [71][4800/5005] lr: 1.0000e-03 eta: 5:56:31 time: 0.1437 data_time: 0.0034 loss: 0.9211 03/03 20:59:53 - mmengine - INFO - Epoch(train) [71][4900/5005] lr: 1.0000e-03 eta: 5:56:16 time: 0.1530 data_time: 0.0038 loss: 1.0239 03/03 21:00:09 - mmengine - INFO - Epoch(train) [71][5000/5005] lr: 1.0000e-03 eta: 5:56:02 time: 0.1477 data_time: 0.0046 loss: 0.9205 03/03 21:00:09 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:00:10 - mmengine - INFO - Saving checkpoint at 71 epochs 03/03 21:00:18 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:06 time: 0.0614 data_time: 0.0435 03/03 21:00:47 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 77.1700 accuracy/top5: 93.4240 03/03 21:01:02 - mmengine - INFO - Epoch(train) [72][ 100/5005] lr: 1.0000e-03 eta: 5:55:47 time: 0.1406 data_time: 0.0038 loss: 0.8514 03/03 21:01:16 - mmengine - INFO - Epoch(train) [72][ 200/5005] lr: 1.0000e-03 eta: 5:55:32 time: 0.1328 data_time: 0.0037 loss: 0.8597 03/03 21:01:29 - mmengine - INFO - Epoch(train) [72][ 300/5005] lr: 1.0000e-03 eta: 5:55:16 time: 0.1315 data_time: 0.0038 loss: 0.9290 03/03 21:01:43 - mmengine - INFO - Epoch(train) [72][ 400/5005] lr: 1.0000e-03 eta: 5:55:01 time: 0.1397 data_time: 0.0034 loss: 0.7769 03/03 21:01:57 - mmengine - INFO - Epoch(train) [72][ 500/5005] lr: 1.0000e-03 eta: 5:54:46 time: 0.1349 data_time: 0.0036 loss: 0.7868 03/03 21:02:11 - mmengine - INFO - Epoch(train) [72][ 600/5005] lr: 1.0000e-03 eta: 5:54:31 time: 0.1406 data_time: 0.0036 loss: 1.0181 03/03 21:02:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:02:25 - mmengine - INFO - Epoch(train) [72][ 700/5005] lr: 1.0000e-03 eta: 5:54:16 time: 0.1438 data_time: 0.0036 loss: 0.9114 03/03 21:02:40 - mmengine - INFO - Epoch(train) [72][ 800/5005] lr: 1.0000e-03 eta: 5:54:01 time: 0.1766 data_time: 0.0035 loss: 0.9864 03/03 21:02:55 - mmengine - INFO - Epoch(train) [72][ 900/5005] lr: 1.0000e-03 eta: 5:53:46 time: 0.1402 data_time: 0.0035 loss: 0.8943 03/03 21:03:09 - mmengine - INFO - Epoch(train) [72][1000/5005] lr: 1.0000e-03 eta: 5:53:31 time: 0.1425 data_time: 0.0038 loss: 1.1250 03/03 21:03:24 - mmengine - INFO - Epoch(train) [72][1100/5005] lr: 1.0000e-03 eta: 5:53:17 time: 0.1406 data_time: 0.0038 loss: 0.9303 03/03 21:03:38 - mmengine - INFO - Epoch(train) [72][1200/5005] lr: 1.0000e-03 eta: 5:53:02 time: 0.1446 data_time: 0.0037 loss: 0.8852 03/03 21:03:53 - mmengine - INFO - Epoch(train) [72][1300/5005] lr: 1.0000e-03 eta: 5:52:47 time: 0.1345 data_time: 0.0038 loss: 0.8267 03/03 21:04:07 - mmengine - INFO - Epoch(train) [72][1400/5005] lr: 1.0000e-03 eta: 5:52:32 time: 0.1435 data_time: 0.0035 loss: 0.9842 03/03 21:04:22 - mmengine - INFO - Epoch(train) [72][1500/5005] lr: 1.0000e-03 eta: 5:52:17 time: 0.1406 data_time: 0.0037 loss: 1.0992 03/03 21:04:36 - mmengine - INFO - Epoch(train) [72][1600/5005] lr: 1.0000e-03 eta: 5:52:02 time: 0.1459 data_time: 0.0038 loss: 0.8053 03/03 21:04:43 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:04:51 - mmengine - INFO - Epoch(train) [72][1700/5005] lr: 1.0000e-03 eta: 5:51:48 time: 0.1446 data_time: 0.0035 loss: 0.8162 03/03 21:05:06 - mmengine - INFO - Epoch(train) [72][1800/5005] lr: 1.0000e-03 eta: 5:51:33 time: 0.1660 data_time: 0.0039 loss: 1.1012 03/03 21:05:21 - mmengine - INFO - Epoch(train) [72][1900/5005] lr: 1.0000e-03 eta: 5:51:18 time: 0.1445 data_time: 0.0037 loss: 0.9091 03/03 21:05:36 - mmengine - INFO - Epoch(train) [72][2000/5005] lr: 1.0000e-03 eta: 5:51:03 time: 0.1427 data_time: 0.0037 loss: 0.8643 03/03 21:05:50 - mmengine - INFO - Epoch(train) [72][2100/5005] lr: 1.0000e-03 eta: 5:50:49 time: 0.1407 data_time: 0.0041 loss: 0.8551 03/03 21:06:05 - mmengine - INFO - Epoch(train) [72][2200/5005] lr: 1.0000e-03 eta: 5:50:34 time: 0.1365 data_time: 0.0035 loss: 0.7859 03/03 21:06:19 - mmengine - INFO - Epoch(train) [72][2300/5005] lr: 1.0000e-03 eta: 5:50:19 time: 0.1398 data_time: 0.0038 loss: 0.8353 03/03 21:06:34 - mmengine - INFO - Epoch(train) [72][2400/5005] lr: 1.0000e-03 eta: 5:50:04 time: 0.1461 data_time: 0.0036 loss: 0.7610 03/03 21:06:48 - mmengine - INFO - Epoch(train) [72][2500/5005] lr: 1.0000e-03 eta: 5:49:49 time: 0.1397 data_time: 0.0039 loss: 0.7617 03/03 21:07:03 - mmengine - INFO - Epoch(train) [72][2600/5005] lr: 1.0000e-03 eta: 5:49:34 time: 0.1486 data_time: 0.0037 loss: 0.8049 03/03 21:07:09 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:07:18 - mmengine - INFO - Epoch(train) [72][2700/5005] lr: 1.0000e-03 eta: 5:49:19 time: 0.1456 data_time: 0.0038 loss: 0.7976 03/03 21:07:32 - mmengine - INFO - Epoch(train) [72][2800/5005] lr: 1.0000e-03 eta: 5:49:05 time: 0.1427 data_time: 0.0036 loss: 1.0295 03/03 21:07:46 - mmengine - INFO - Epoch(train) [72][2900/5005] lr: 1.0000e-03 eta: 5:48:50 time: 0.1425 data_time: 0.0031 loss: 0.8663 03/03 21:08:00 - mmengine - INFO - Epoch(train) [72][3000/5005] lr: 1.0000e-03 eta: 5:48:35 time: 0.1350 data_time: 0.0032 loss: 0.8764 03/03 21:08:15 - mmengine - INFO - Epoch(train) [72][3100/5005] lr: 1.0000e-03 eta: 5:48:20 time: 0.1443 data_time: 0.0033 loss: 1.0253 03/03 21:08:29 - mmengine - INFO - Epoch(train) [72][3200/5005] lr: 1.0000e-03 eta: 5:48:05 time: 0.1411 data_time: 0.0038 loss: 0.9092 03/03 21:08:44 - mmengine - INFO - Epoch(train) [72][3300/5005] lr: 1.0000e-03 eta: 5:47:50 time: 0.1430 data_time: 0.0036 loss: 0.8127 03/03 21:08:58 - mmengine - INFO - Epoch(train) [72][3400/5005] lr: 1.0000e-03 eta: 5:47:35 time: 0.1462 data_time: 0.0036 loss: 0.7826 03/03 21:09:14 - mmengine - INFO - Epoch(train) [72][3500/5005] lr: 1.0000e-03 eta: 5:47:21 time: 0.1731 data_time: 0.0034 loss: 0.9080 03/03 21:09:29 - mmengine - INFO - Epoch(train) [72][3600/5005] lr: 1.0000e-03 eta: 5:47:06 time: 0.1465 data_time: 0.0034 loss: 0.9046 03/03 21:09:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:09:43 - mmengine - INFO - Epoch(train) [72][3700/5005] lr: 1.0000e-03 eta: 5:46:51 time: 0.1413 data_time: 0.0036 loss: 0.7892 03/03 21:09:58 - mmengine - INFO - Epoch(train) [72][3800/5005] lr: 1.0000e-03 eta: 5:46:36 time: 0.1452 data_time: 0.0034 loss: 0.8251 03/03 21:10:13 - mmengine - INFO - Epoch(train) [72][3900/5005] lr: 1.0000e-03 eta: 5:46:22 time: 0.1490 data_time: 0.0031 loss: 0.9378 03/03 21:10:27 - mmengine - INFO - Epoch(train) [72][4000/5005] lr: 1.0000e-03 eta: 5:46:07 time: 0.1437 data_time: 0.0033 loss: 0.7289 03/03 21:10:41 - mmengine - INFO - Epoch(train) [72][4100/5005] lr: 1.0000e-03 eta: 5:45:52 time: 0.1362 data_time: 0.0039 loss: 0.9679 03/03 21:10:56 - mmengine - INFO - Epoch(train) [72][4200/5005] lr: 1.0000e-03 eta: 5:45:37 time: 0.1397 data_time: 0.0035 loss: 0.6831 03/03 21:11:10 - mmengine - INFO - Epoch(train) [72][4300/5005] lr: 1.0000e-03 eta: 5:45:22 time: 0.1482 data_time: 0.0033 loss: 0.9372 03/03 21:11:25 - mmengine - INFO - Epoch(train) [72][4400/5005] lr: 1.0000e-03 eta: 5:45:07 time: 0.1494 data_time: 0.0035 loss: 0.7290 03/03 21:11:40 - mmengine - INFO - Epoch(train) [72][4500/5005] lr: 1.0000e-03 eta: 5:44:53 time: 0.1457 data_time: 0.0035 loss: 0.8533 03/03 21:11:55 - mmengine - INFO - Epoch(train) [72][4600/5005] lr: 1.0000e-03 eta: 5:44:38 time: 0.1443 data_time: 0.0038 loss: 0.8094 03/03 21:12:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:12:10 - mmengine - INFO - Epoch(train) [72][4700/5005] lr: 1.0000e-03 eta: 5:44:23 time: 0.1450 data_time: 0.0034 loss: 0.9982 03/03 21:12:24 - mmengine - INFO - Epoch(train) [72][4800/5005] lr: 1.0000e-03 eta: 5:44:08 time: 0.1349 data_time: 0.0039 loss: 0.8909 03/03 21:12:39 - mmengine - INFO - Epoch(train) [72][4900/5005] lr: 1.0000e-03 eta: 5:43:54 time: 0.1487 data_time: 0.0038 loss: 0.8641 03/03 21:12:54 - mmengine - INFO - Epoch(train) [72][5000/5005] lr: 1.0000e-03 eta: 5:43:39 time: 0.1403 data_time: 0.0046 loss: 0.9002 03/03 21:12:55 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:12:55 - mmengine - INFO - Saving checkpoint at 72 epochs 03/03 21:13:03 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:06 time: 0.0603 data_time: 0.0418 03/03 21:13:32 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 77.1980 accuracy/top5: 93.3980 03/03 21:13:48 - mmengine - INFO - Epoch(train) [73][ 100/5005] lr: 1.0000e-03 eta: 5:43:24 time: 0.1419 data_time: 0.0036 loss: 0.7458 03/03 21:14:02 - mmengine - INFO - Epoch(train) [73][ 200/5005] lr: 1.0000e-03 eta: 5:43:09 time: 0.1429 data_time: 0.0034 loss: 0.7963 03/03 21:14:17 - mmengine - INFO - Epoch(train) [73][ 300/5005] lr: 1.0000e-03 eta: 5:42:55 time: 0.1438 data_time: 0.0037 loss: 0.8639 03/03 21:14:33 - mmengine - INFO - Epoch(train) [73][ 400/5005] lr: 1.0000e-03 eta: 5:42:40 time: 0.1498 data_time: 0.0034 loss: 0.7711 03/03 21:14:48 - mmengine - INFO - Epoch(train) [73][ 500/5005] lr: 1.0000e-03 eta: 5:42:26 time: 0.1498 data_time: 0.0040 loss: 0.9733 03/03 21:15:03 - mmengine - INFO - Epoch(train) [73][ 600/5005] lr: 1.0000e-03 eta: 5:42:11 time: 0.1471 data_time: 0.0034 loss: 0.9299 03/03 21:15:09 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:15:18 - mmengine - INFO - Epoch(train) [73][ 700/5005] lr: 1.0000e-03 eta: 5:41:56 time: 0.1504 data_time: 0.0040 loss: 1.0659 03/03 21:15:33 - mmengine - INFO - Epoch(train) [73][ 800/5005] lr: 1.0000e-03 eta: 5:41:41 time: 0.1502 data_time: 0.0038 loss: 1.1144 03/03 21:15:48 - mmengine - INFO - Epoch(train) [73][ 900/5005] lr: 1.0000e-03 eta: 5:41:27 time: 0.1497 data_time: 0.0035 loss: 0.8750 03/03 21:16:04 - mmengine - INFO - Epoch(train) [73][1000/5005] lr: 1.0000e-03 eta: 5:41:13 time: 0.1575 data_time: 0.0032 loss: 0.8843 03/03 21:16:19 - mmengine - INFO - Epoch(train) [73][1100/5005] lr: 1.0000e-03 eta: 5:40:58 time: 0.1431 data_time: 0.0035 loss: 0.9169 03/03 21:16:33 - mmengine - INFO - Epoch(train) [73][1200/5005] lr: 1.0000e-03 eta: 5:40:43 time: 0.1461 data_time: 0.0037 loss: 0.8174 03/03 21:16:48 - mmengine - INFO - Epoch(train) [73][1300/5005] lr: 1.0000e-03 eta: 5:40:28 time: 0.1615 data_time: 0.0036 loss: 0.7430 03/03 21:17:02 - mmengine - INFO - Epoch(train) [73][1400/5005] lr: 1.0000e-03 eta: 5:40:13 time: 0.1429 data_time: 0.0035 loss: 0.8164 03/03 21:17:17 - mmengine - INFO - Epoch(train) [73][1500/5005] lr: 1.0000e-03 eta: 5:39:59 time: 0.1485 data_time: 0.0038 loss: 0.8305 03/03 21:17:33 - mmengine - INFO - Epoch(train) [73][1600/5005] lr: 1.0000e-03 eta: 5:39:44 time: 0.1509 data_time: 0.0033 loss: 0.8984 03/03 21:17:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:17:48 - mmengine - INFO - Epoch(train) [73][1700/5005] lr: 1.0000e-03 eta: 5:39:30 time: 0.1478 data_time: 0.0037 loss: 0.8220 03/03 21:18:03 - mmengine - INFO - Epoch(train) [73][1800/5005] lr: 1.0000e-03 eta: 5:39:15 time: 0.1450 data_time: 0.0037 loss: 0.8402 03/03 21:18:18 - mmengine - INFO - Epoch(train) [73][1900/5005] lr: 1.0000e-03 eta: 5:39:00 time: 0.1488 data_time: 0.0039 loss: 0.8666 03/03 21:18:32 - mmengine - INFO - Epoch(train) [73][2000/5005] lr: 1.0000e-03 eta: 5:38:45 time: 0.1385 data_time: 0.0055 loss: 1.0346 03/03 21:18:46 - mmengine - INFO - Epoch(train) [73][2100/5005] lr: 1.0000e-03 eta: 5:38:30 time: 0.1398 data_time: 0.0038 loss: 0.9000 03/03 21:19:01 - mmengine - INFO - Epoch(train) [73][2200/5005] lr: 1.0000e-03 eta: 5:38:16 time: 0.1436 data_time: 0.0035 loss: 0.8438 03/03 21:19:15 - mmengine - INFO - Epoch(train) [73][2300/5005] lr: 1.0000e-03 eta: 5:38:01 time: 0.1372 data_time: 0.0038 loss: 0.8108 03/03 21:19:29 - mmengine - INFO - Epoch(train) [73][2400/5005] lr: 1.0000e-03 eta: 5:37:46 time: 0.1423 data_time: 0.0040 loss: 0.8535 03/03 21:19:43 - mmengine - INFO - Epoch(train) [73][2500/5005] lr: 1.0000e-03 eta: 5:37:31 time: 0.1358 data_time: 0.0038 loss: 0.7498 03/03 21:19:58 - mmengine - INFO - Epoch(train) [73][2600/5005] lr: 1.0000e-03 eta: 5:37:16 time: 0.1685 data_time: 0.0038 loss: 0.9101 03/03 21:20:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:20:13 - mmengine - INFO - Epoch(train) [73][2700/5005] lr: 1.0000e-03 eta: 5:37:01 time: 0.1500 data_time: 0.0044 loss: 0.9455 03/03 21:20:29 - mmengine - INFO - Epoch(train) [73][2800/5005] lr: 1.0000e-03 eta: 5:36:47 time: 0.1432 data_time: 0.0041 loss: 0.9632 03/03 21:20:44 - mmengine - INFO - Epoch(train) [73][2900/5005] lr: 1.0000e-03 eta: 5:36:32 time: 0.1479 data_time: 0.0041 loss: 0.7986 03/03 21:20:58 - mmengine - INFO - Epoch(train) [73][3000/5005] lr: 1.0000e-03 eta: 5:36:17 time: 0.1406 data_time: 0.0044 loss: 0.8257 03/03 21:21:13 - mmengine - INFO - Epoch(train) [73][3100/5005] lr: 1.0000e-03 eta: 5:36:03 time: 0.1432 data_time: 0.0042 loss: 0.9615 03/03 21:21:27 - mmengine - INFO - Epoch(train) [73][3200/5005] lr: 1.0000e-03 eta: 5:35:48 time: 0.1421 data_time: 0.0040 loss: 0.8275 03/03 21:21:42 - mmengine - INFO - Epoch(train) [73][3300/5005] lr: 1.0000e-03 eta: 5:35:33 time: 0.1444 data_time: 0.0038 loss: 0.9245 03/03 21:21:57 - mmengine - INFO - Epoch(train) [73][3400/5005] lr: 1.0000e-03 eta: 5:35:18 time: 0.1415 data_time: 0.0036 loss: 0.8311 03/03 21:22:11 - mmengine - INFO - Epoch(train) [73][3500/5005] lr: 1.0000e-03 eta: 5:35:03 time: 0.1401 data_time: 0.0038 loss: 0.8490 03/03 21:22:25 - mmengine - INFO - Epoch(train) [73][3600/5005] lr: 1.0000e-03 eta: 5:34:48 time: 0.1385 data_time: 0.0038 loss: 1.0000 03/03 21:22:31 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:22:40 - mmengine - INFO - Epoch(train) [73][3700/5005] lr: 1.0000e-03 eta: 5:34:33 time: 0.1517 data_time: 0.0034 loss: 0.9228 03/03 21:22:55 - mmengine - INFO - Epoch(train) [73][3800/5005] lr: 1.0000e-03 eta: 5:34:19 time: 0.1472 data_time: 0.0038 loss: 0.8792 03/03 21:23:09 - mmengine - INFO - Epoch(train) [73][3900/5005] lr: 1.0000e-03 eta: 5:34:04 time: 0.1422 data_time: 0.0037 loss: 0.8680 03/03 21:23:24 - mmengine - INFO - Epoch(train) [73][4000/5005] lr: 1.0000e-03 eta: 5:33:49 time: 0.1462 data_time: 0.0035 loss: 0.8478 03/03 21:23:39 - mmengine - INFO - Epoch(train) [73][4100/5005] lr: 1.0000e-03 eta: 5:33:34 time: 0.1457 data_time: 0.0035 loss: 0.8479 03/03 21:23:54 - mmengine - INFO - Epoch(train) [73][4200/5005] lr: 1.0000e-03 eta: 5:33:20 time: 0.1489 data_time: 0.0035 loss: 0.7113 03/03 21:24:09 - mmengine - INFO - Epoch(train) [73][4300/5005] lr: 1.0000e-03 eta: 5:33:05 time: 0.1419 data_time: 0.0037 loss: 0.9455 03/03 21:24:23 - mmengine - INFO - Epoch(train) [73][4400/5005] lr: 1.0000e-03 eta: 5:32:50 time: 0.1472 data_time: 0.0034 loss: 1.0377 03/03 21:24:38 - mmengine - INFO - Epoch(train) [73][4500/5005] lr: 1.0000e-03 eta: 5:32:36 time: 0.1486 data_time: 0.0036 loss: 0.9598 03/03 21:24:54 - mmengine - INFO - Epoch(train) [73][4600/5005] lr: 1.0000e-03 eta: 5:32:21 time: 0.1540 data_time: 0.0036 loss: 0.8058 03/03 21:25:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:25:09 - mmengine - INFO - Epoch(train) [73][4700/5005] lr: 1.0000e-03 eta: 5:32:06 time: 0.1511 data_time: 0.0036 loss: 0.8455 03/03 21:25:24 - mmengine - INFO - Epoch(train) [73][4800/5005] lr: 1.0000e-03 eta: 5:31:52 time: 0.1419 data_time: 0.0038 loss: 1.0134 03/03 21:25:39 - mmengine - INFO - Epoch(train) [73][4900/5005] lr: 1.0000e-03 eta: 5:31:37 time: 0.1509 data_time: 0.0033 loss: 0.8292 03/03 21:25:54 - mmengine - INFO - Epoch(train) [73][5000/5005] lr: 1.0000e-03 eta: 5:31:23 time: 0.1421 data_time: 0.0047 loss: 0.9578 03/03 21:25:55 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:25:55 - mmengine - INFO - Saving checkpoint at 73 epochs 03/03 21:26:03 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:06 time: 0.0591 data_time: 0.0406 03/03 21:26:32 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 77.2760 accuracy/top5: 93.4440 03/03 21:26:48 - mmengine - INFO - Epoch(train) [74][ 100/5005] lr: 1.0000e-03 eta: 5:31:07 time: 0.1388 data_time: 0.0033 loss: 0.6632 03/03 21:27:02 - mmengine - INFO - Epoch(train) [74][ 200/5005] lr: 1.0000e-03 eta: 5:30:53 time: 0.1439 data_time: 0.0036 loss: 0.8894 03/03 21:27:17 - mmengine - INFO - Epoch(train) [74][ 300/5005] lr: 1.0000e-03 eta: 5:30:38 time: 0.1416 data_time: 0.0038 loss: 0.6932 03/03 21:27:32 - mmengine - INFO - Epoch(train) [74][ 400/5005] lr: 1.0000e-03 eta: 5:30:23 time: 0.1469 data_time: 0.0037 loss: 0.8565 03/03 21:27:47 - mmengine - INFO - Epoch(train) [74][ 500/5005] lr: 1.0000e-03 eta: 5:30:08 time: 0.1633 data_time: 0.0033 loss: 0.8022 03/03 21:28:01 - mmengine - INFO - Epoch(train) [74][ 600/5005] lr: 1.0000e-03 eta: 5:29:54 time: 0.1457 data_time: 0.0035 loss: 0.7870 03/03 21:28:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:28:16 - mmengine - INFO - Epoch(train) [74][ 700/5005] lr: 1.0000e-03 eta: 5:29:39 time: 0.1454 data_time: 0.0035 loss: 0.8116 03/03 21:28:31 - mmengine - INFO - Epoch(train) [74][ 800/5005] lr: 1.0000e-03 eta: 5:29:24 time: 0.1471 data_time: 0.0037 loss: 0.8216 03/03 21:28:46 - mmengine - INFO - Epoch(train) [74][ 900/5005] lr: 1.0000e-03 eta: 5:29:09 time: 0.1472 data_time: 0.0036 loss: 0.8953 03/03 21:29:01 - mmengine - INFO - Epoch(train) [74][1000/5005] lr: 1.0000e-03 eta: 5:28:55 time: 0.1464 data_time: 0.0033 loss: 0.7596 03/03 21:29:16 - mmengine - INFO - Epoch(train) [74][1100/5005] lr: 1.0000e-03 eta: 5:28:40 time: 0.1433 data_time: 0.0036 loss: 0.8145 03/03 21:29:30 - mmengine - INFO - Epoch(train) [74][1200/5005] lr: 1.0000e-03 eta: 5:28:25 time: 0.1420 data_time: 0.0037 loss: 1.0588 03/03 21:29:45 - mmengine - INFO - Epoch(train) [74][1300/5005] lr: 1.0000e-03 eta: 5:28:10 time: 0.1426 data_time: 0.0037 loss: 0.8174 03/03 21:30:00 - mmengine - INFO - Epoch(train) [74][1400/5005] lr: 1.0000e-03 eta: 5:27:56 time: 0.1433 data_time: 0.0036 loss: 0.7766 03/03 21:30:14 - mmengine - INFO - Epoch(train) [74][1500/5005] lr: 1.0000e-03 eta: 5:27:41 time: 0.1425 data_time: 0.0036 loss: 1.0201 03/03 21:30:28 - mmengine - INFO - Epoch(train) [74][1600/5005] lr: 1.0000e-03 eta: 5:27:26 time: 0.1395 data_time: 0.0037 loss: 0.7716 03/03 21:30:33 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:30:43 - mmengine - INFO - Epoch(train) [74][1700/5005] lr: 1.0000e-03 eta: 5:27:11 time: 0.1446 data_time: 0.0032 loss: 0.9649 03/03 21:30:58 - mmengine - INFO - Epoch(train) [74][1800/5005] lr: 1.0000e-03 eta: 5:26:56 time: 0.1460 data_time: 0.0033 loss: 0.8463 03/03 21:31:12 - mmengine - INFO - Epoch(train) [74][1900/5005] lr: 1.0000e-03 eta: 5:26:41 time: 0.1444 data_time: 0.0036 loss: 0.8701 03/03 21:31:26 - mmengine - INFO - Epoch(train) [74][2000/5005] lr: 1.0000e-03 eta: 5:26:26 time: 0.1381 data_time: 0.0037 loss: 0.8299 03/03 21:31:40 - mmengine - INFO - Epoch(train) [74][2100/5005] lr: 1.0000e-03 eta: 5:26:12 time: 0.1424 data_time: 0.0035 loss: 1.0751 03/03 21:31:56 - mmengine - INFO - Epoch(train) [74][2200/5005] lr: 1.0000e-03 eta: 5:25:57 time: 0.1551 data_time: 0.0037 loss: 0.8538 03/03 21:32:11 - mmengine - INFO - Epoch(train) [74][2300/5005] lr: 1.0000e-03 eta: 5:25:43 time: 0.1500 data_time: 0.0036 loss: 0.9518 03/03 21:32:27 - mmengine - INFO - Epoch(train) [74][2400/5005] lr: 1.0000e-03 eta: 5:25:28 time: 0.1563 data_time: 0.0037 loss: 0.7697 03/03 21:32:43 - mmengine - INFO - Epoch(train) [74][2500/5005] lr: 1.0000e-03 eta: 5:25:14 time: 0.1570 data_time: 0.0036 loss: 0.7807 03/03 21:32:58 - mmengine - INFO - Epoch(train) [74][2600/5005] lr: 1.0000e-03 eta: 5:24:59 time: 0.1706 data_time: 0.0035 loss: 0.8974 03/03 21:33:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:33:14 - mmengine - INFO - Epoch(train) [74][2700/5005] lr: 1.0000e-03 eta: 5:24:45 time: 0.1734 data_time: 0.0032 loss: 0.7570 03/03 21:33:30 - mmengine - INFO - Epoch(train) [74][2800/5005] lr: 1.0000e-03 eta: 5:24:30 time: 0.1542 data_time: 0.0034 loss: 0.7422 03/03 21:33:45 - mmengine - INFO - Epoch(train) [74][2900/5005] lr: 1.0000e-03 eta: 5:24:16 time: 0.1459 data_time: 0.0034 loss: 0.9134 03/03 21:34:00 - mmengine - INFO - Epoch(train) [74][3000/5005] lr: 1.0000e-03 eta: 5:24:01 time: 0.1454 data_time: 0.0034 loss: 0.9014 03/03 21:34:15 - mmengine - INFO - Epoch(train) [74][3100/5005] lr: 1.0000e-03 eta: 5:23:46 time: 0.1475 data_time: 0.0032 loss: 0.8807 03/03 21:34:29 - mmengine - INFO - Epoch(train) [74][3200/5005] lr: 1.0000e-03 eta: 5:23:32 time: 0.1434 data_time: 0.0036 loss: 0.7846 03/03 21:34:44 - mmengine - INFO - Epoch(train) [74][3300/5005] lr: 1.0000e-03 eta: 5:23:17 time: 0.1404 data_time: 0.0032 loss: 0.8985 03/03 21:34:59 - mmengine - INFO - Epoch(train) [74][3400/5005] lr: 1.0000e-03 eta: 5:23:02 time: 0.1495 data_time: 0.0031 loss: 0.9864 03/03 21:35:14 - mmengine - INFO - Epoch(train) [74][3500/5005] lr: 1.0000e-03 eta: 5:22:48 time: 0.1462 data_time: 0.0032 loss: 0.7660 03/03 21:35:29 - mmengine - INFO - Epoch(train) [74][3600/5005] lr: 1.0000e-03 eta: 5:22:33 time: 0.1474 data_time: 0.0036 loss: 0.9014 03/03 21:35:34 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:35:44 - mmengine - INFO - Epoch(train) [74][3700/5005] lr: 1.0000e-03 eta: 5:22:18 time: 0.1461 data_time: 0.0037 loss: 0.8910 03/03 21:35:59 - mmengine - INFO - Epoch(train) [74][3800/5005] lr: 1.0000e-03 eta: 5:22:04 time: 0.1513 data_time: 0.0035 loss: 0.9307 03/03 21:36:14 - mmengine - INFO - Epoch(train) [74][3900/5005] lr: 1.0000e-03 eta: 5:21:49 time: 0.1485 data_time: 0.0037 loss: 0.7423 03/03 21:36:29 - mmengine - INFO - Epoch(train) [74][4000/5005] lr: 1.0000e-03 eta: 5:21:34 time: 0.1506 data_time: 0.0031 loss: 0.9965 03/03 21:36:45 - mmengine - INFO - Epoch(train) [74][4100/5005] lr: 1.0000e-03 eta: 5:21:20 time: 0.1558 data_time: 0.0037 loss: 0.9957 03/03 21:37:01 - mmengine - INFO - Epoch(train) [74][4200/5005] lr: 1.0000e-03 eta: 5:21:06 time: 0.1456 data_time: 0.0036 loss: 0.7871 03/03 21:37:17 - mmengine - INFO - Epoch(train) [74][4300/5005] lr: 1.0000e-03 eta: 5:20:51 time: 0.1528 data_time: 0.0033 loss: 0.8818 03/03 21:37:33 - mmengine - INFO - Epoch(train) [74][4400/5005] lr: 1.0000e-03 eta: 5:20:37 time: 0.1523 data_time: 0.0034 loss: 0.8385 03/03 21:37:48 - mmengine - INFO - Epoch(train) [74][4500/5005] lr: 1.0000e-03 eta: 5:20:22 time: 0.1497 data_time: 0.0034 loss: 0.7429 03/03 21:38:03 - mmengine - INFO - Epoch(train) [74][4600/5005] lr: 1.0000e-03 eta: 5:20:08 time: 0.1523 data_time: 0.0035 loss: 0.9011 03/03 21:38:09 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:38:19 - mmengine - INFO - Epoch(train) [74][4700/5005] lr: 1.0000e-03 eta: 5:19:53 time: 0.1599 data_time: 0.0037 loss: 0.9005 03/03 21:38:34 - mmengine - INFO - Epoch(train) [74][4800/5005] lr: 1.0000e-03 eta: 5:19:39 time: 0.1487 data_time: 0.0035 loss: 0.7830 03/03 21:38:49 - mmengine - INFO - Epoch(train) [74][4900/5005] lr: 1.0000e-03 eta: 5:19:24 time: 0.1497 data_time: 0.0032 loss: 0.6792 03/03 21:39:04 - mmengine - INFO - Epoch(train) [74][5000/5005] lr: 1.0000e-03 eta: 5:19:10 time: 0.1506 data_time: 0.0043 loss: 0.8432 03/03 21:39:05 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:39:06 - mmengine - INFO - Saving checkpoint at 74 epochs 03/03 21:39:14 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:06 time: 0.0598 data_time: 0.0421 03/03 21:39:43 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 77.0780 accuracy/top5: 93.4920 03/03 21:39:59 - mmengine - INFO - Epoch(train) [75][ 100/5005] lr: 1.0000e-03 eta: 5:18:54 time: 0.1464 data_time: 0.0039 loss: 0.7693 03/03 21:40:14 - mmengine - INFO - Epoch(train) [75][ 200/5005] lr: 1.0000e-03 eta: 5:18:40 time: 0.1461 data_time: 0.0039 loss: 1.0016 03/03 21:40:28 - mmengine - INFO - Epoch(train) [75][ 300/5005] lr: 1.0000e-03 eta: 5:18:25 time: 0.1473 data_time: 0.0037 loss: 0.7339 03/03 21:40:44 - mmengine - INFO - Epoch(train) [75][ 400/5005] lr: 1.0000e-03 eta: 5:18:10 time: 0.1480 data_time: 0.0045 loss: 0.9122 03/03 21:40:58 - mmengine - INFO - Epoch(train) [75][ 500/5005] lr: 1.0000e-03 eta: 5:17:56 time: 0.1510 data_time: 0.0036 loss: 0.8837 03/03 21:41:14 - mmengine - INFO - Epoch(train) [75][ 600/5005] lr: 1.0000e-03 eta: 5:17:41 time: 0.1491 data_time: 0.0037 loss: 0.9383 03/03 21:41:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:41:29 - mmengine - INFO - Epoch(train) [75][ 700/5005] lr: 1.0000e-03 eta: 5:17:26 time: 0.1526 data_time: 0.0034 loss: 0.7958 03/03 21:41:45 - mmengine - INFO - Epoch(train) [75][ 800/5005] lr: 1.0000e-03 eta: 5:17:12 time: 0.1517 data_time: 0.0035 loss: 0.9228 03/03 21:42:00 - mmengine - INFO - Epoch(train) [75][ 900/5005] lr: 1.0000e-03 eta: 5:16:58 time: 0.1471 data_time: 0.0037 loss: 0.9504 03/03 21:42:15 - mmengine - INFO - Epoch(train) [75][1000/5005] lr: 1.0000e-03 eta: 5:16:43 time: 0.1513 data_time: 0.0039 loss: 0.8397 03/03 21:42:30 - mmengine - INFO - Epoch(train) [75][1100/5005] lr: 1.0000e-03 eta: 5:16:28 time: 0.1457 data_time: 0.0035 loss: 0.8724 03/03 21:42:45 - mmengine - INFO - Epoch(train) [75][1200/5005] lr: 1.0000e-03 eta: 5:16:14 time: 0.1449 data_time: 0.0039 loss: 0.7824 03/03 21:42:59 - mmengine - INFO - Epoch(train) [75][1300/5005] lr: 1.0000e-03 eta: 5:15:59 time: 0.1354 data_time: 0.0037 loss: 0.8314 03/03 21:43:13 - mmengine - INFO - Epoch(train) [75][1400/5005] lr: 1.0000e-03 eta: 5:15:44 time: 0.1437 data_time: 0.0035 loss: 0.7218 03/03 21:43:28 - mmengine - INFO - Epoch(train) [75][1500/5005] lr: 1.0000e-03 eta: 5:15:29 time: 0.1443 data_time: 0.0034 loss: 0.8808 03/03 21:43:43 - mmengine - INFO - Epoch(train) [75][1600/5005] lr: 1.0000e-03 eta: 5:15:14 time: 0.1450 data_time: 0.0034 loss: 0.8908 03/03 21:43:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:43:58 - mmengine - INFO - Epoch(train) [75][1700/5005] lr: 1.0000e-03 eta: 5:15:00 time: 0.1429 data_time: 0.0033 loss: 0.7862 03/03 21:44:12 - mmengine - INFO - Epoch(train) [75][1800/5005] lr: 1.0000e-03 eta: 5:14:45 time: 0.1389 data_time: 0.0033 loss: 1.0113 03/03 21:44:27 - mmengine - INFO - Epoch(train) [75][1900/5005] lr: 1.0000e-03 eta: 5:14:30 time: 0.1436 data_time: 0.0037 loss: 0.9032 03/03 21:44:42 - mmengine - INFO - Epoch(train) [75][2000/5005] lr: 1.0000e-03 eta: 5:14:15 time: 0.1476 data_time: 0.0036 loss: 0.8192 03/03 21:44:56 - mmengine - INFO - Epoch(train) [75][2100/5005] lr: 1.0000e-03 eta: 5:14:00 time: 0.1402 data_time: 0.0033 loss: 0.9861 03/03 21:45:11 - mmengine - INFO - Epoch(train) [75][2200/5005] lr: 1.0000e-03 eta: 5:13:45 time: 0.1447 data_time: 0.0035 loss: 0.6989 03/03 21:45:25 - mmengine - INFO - Epoch(train) [75][2300/5005] lr: 1.0000e-03 eta: 5:13:31 time: 0.1502 data_time: 0.0037 loss: 0.9555 03/03 21:45:40 - mmengine - INFO - Epoch(train) [75][2400/5005] lr: 1.0000e-03 eta: 5:13:16 time: 0.1485 data_time: 0.0039 loss: 0.8391 03/03 21:45:55 - mmengine - INFO - Epoch(train) [75][2500/5005] lr: 1.0000e-03 eta: 5:13:01 time: 0.1507 data_time: 0.0034 loss: 0.8829 03/03 21:46:11 - mmengine - INFO - Epoch(train) [75][2600/5005] lr: 1.0000e-03 eta: 5:12:47 time: 0.1447 data_time: 0.0033 loss: 0.7697 03/03 21:46:15 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:46:25 - mmengine - INFO - Epoch(train) [75][2700/5005] lr: 1.0000e-03 eta: 5:12:32 time: 0.1469 data_time: 0.0036 loss: 0.8652 03/03 21:46:40 - mmengine - INFO - Epoch(train) [75][2800/5005] lr: 1.0000e-03 eta: 5:12:17 time: 0.1522 data_time: 0.0036 loss: 0.7757 03/03 21:46:55 - mmengine - INFO - Epoch(train) [75][2900/5005] lr: 1.0000e-03 eta: 5:12:02 time: 0.1468 data_time: 0.0033 loss: 0.6743 03/03 21:47:10 - mmengine - INFO - Epoch(train) [75][3000/5005] lr: 1.0000e-03 eta: 5:11:48 time: 0.1487 data_time: 0.0031 loss: 0.9103 03/03 21:47:25 - mmengine - INFO - Epoch(train) [75][3100/5005] lr: 1.0000e-03 eta: 5:11:33 time: 0.1462 data_time: 0.0033 loss: 0.8168 03/03 21:47:39 - mmengine - INFO - Epoch(train) [75][3200/5005] lr: 1.0000e-03 eta: 5:11:18 time: 0.1400 data_time: 0.0035 loss: 0.9475 03/03 21:47:54 - mmengine - INFO - Epoch(train) [75][3300/5005] lr: 1.0000e-03 eta: 5:11:04 time: 0.1404 data_time: 0.0037 loss: 0.9464 03/03 21:48:09 - mmengine - INFO - Epoch(train) [75][3400/5005] lr: 1.0000e-03 eta: 5:10:49 time: 0.1457 data_time: 0.0035 loss: 0.9074 03/03 21:48:22 - mmengine - INFO - Epoch(train) [75][3500/5005] lr: 1.0000e-03 eta: 5:10:34 time: 0.1399 data_time: 0.0034 loss: 0.8139 03/03 21:48:37 - mmengine - INFO - Epoch(train) [75][3600/5005] lr: 1.0000e-03 eta: 5:10:19 time: 0.1417 data_time: 0.0037 loss: 1.0451 03/03 21:48:41 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:48:51 - mmengine - INFO - Epoch(train) [75][3700/5005] lr: 1.0000e-03 eta: 5:10:04 time: 0.1453 data_time: 0.0038 loss: 0.8159 03/03 21:49:06 - mmengine - INFO - Epoch(train) [75][3800/5005] lr: 1.0000e-03 eta: 5:09:49 time: 0.1448 data_time: 0.0034 loss: 0.8831 03/03 21:49:20 - mmengine - INFO - Epoch(train) [75][3900/5005] lr: 1.0000e-03 eta: 5:09:34 time: 0.1389 data_time: 0.0038 loss: 0.6856 03/03 21:49:35 - mmengine - INFO - Epoch(train) [75][4000/5005] lr: 1.0000e-03 eta: 5:09:19 time: 0.1424 data_time: 0.0037 loss: 0.8942 03/03 21:49:49 - mmengine - INFO - Epoch(train) [75][4100/5005] lr: 1.0000e-03 eta: 5:09:04 time: 0.1322 data_time: 0.0037 loss: 0.8380 03/03 21:50:03 - mmengine - INFO - Epoch(train) [75][4200/5005] lr: 1.0000e-03 eta: 5:08:49 time: 0.1368 data_time: 0.0032 loss: 0.8614 03/03 21:50:17 - mmengine - INFO - Epoch(train) [75][4300/5005] lr: 1.0000e-03 eta: 5:08:34 time: 0.1481 data_time: 0.0036 loss: 0.8495 03/03 21:50:33 - mmengine - INFO - Epoch(train) [75][4400/5005] lr: 1.0000e-03 eta: 5:08:20 time: 0.1478 data_time: 0.0035 loss: 0.9867 03/03 21:50:47 - mmengine - INFO - Epoch(train) [75][4500/5005] lr: 1.0000e-03 eta: 5:08:05 time: 0.1437 data_time: 0.0037 loss: 0.9323 03/03 21:51:02 - mmengine - INFO - Epoch(train) [75][4600/5005] lr: 1.0000e-03 eta: 5:07:51 time: 0.1459 data_time: 0.0036 loss: 0.7917 03/03 21:51:07 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:51:17 - mmengine - INFO - Epoch(train) [75][4700/5005] lr: 1.0000e-03 eta: 5:07:36 time: 0.1462 data_time: 0.0037 loss: 0.9777 03/03 21:51:32 - mmengine - INFO - Epoch(train) [75][4800/5005] lr: 1.0000e-03 eta: 5:07:21 time: 0.1476 data_time: 0.0036 loss: 0.7957 03/03 21:51:47 - mmengine - INFO - Epoch(train) [75][4900/5005] lr: 1.0000e-03 eta: 5:07:07 time: 0.1503 data_time: 0.0036 loss: 0.7123 03/03 21:52:03 - mmengine - INFO - Epoch(train) [75][5000/5005] lr: 1.0000e-03 eta: 5:06:52 time: 0.1498 data_time: 0.0048 loss: 0.9297 03/03 21:52:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:52:04 - mmengine - INFO - Saving checkpoint at 75 epochs 03/03 21:52:12 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:06 time: 0.0653 data_time: 0.0445 03/03 21:52:41 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 77.1860 accuracy/top5: 93.4680 03/03 21:52:57 - mmengine - INFO - Epoch(train) [76][ 100/5005] lr: 1.0000e-03 eta: 5:06:37 time: 0.1482 data_time: 0.0040 loss: 0.9595 03/03 21:53:12 - mmengine - INFO - Epoch(train) [76][ 200/5005] lr: 1.0000e-03 eta: 5:06:22 time: 0.1483 data_time: 0.0036 loss: 0.8971 03/03 21:53:28 - mmengine - INFO - Epoch(train) [76][ 300/5005] lr: 1.0000e-03 eta: 5:06:08 time: 0.1597 data_time: 0.0036 loss: 0.7076 03/03 21:53:44 - mmengine - INFO - Epoch(train) [76][ 400/5005] lr: 1.0000e-03 eta: 5:05:54 time: 0.1577 data_time: 0.0033 loss: 0.8723 03/03 21:53:59 - mmengine - INFO - Epoch(train) [76][ 500/5005] lr: 1.0000e-03 eta: 5:05:39 time: 0.1459 data_time: 0.0036 loss: 0.8540 03/03 21:54:14 - mmengine - INFO - Epoch(train) [76][ 600/5005] lr: 1.0000e-03 eta: 5:05:24 time: 0.1494 data_time: 0.0041 loss: 0.8810 03/03 21:54:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:54:29 - mmengine - INFO - Epoch(train) [76][ 700/5005] lr: 1.0000e-03 eta: 5:05:10 time: 0.1519 data_time: 0.0037 loss: 0.9885 03/03 21:54:45 - mmengine - INFO - Epoch(train) [76][ 800/5005] lr: 1.0000e-03 eta: 5:04:55 time: 0.1458 data_time: 0.0037 loss: 0.6952 03/03 21:55:00 - mmengine - INFO - Epoch(train) [76][ 900/5005] lr: 1.0000e-03 eta: 5:04:41 time: 0.1783 data_time: 0.0032 loss: 0.8379 03/03 21:55:15 - mmengine - INFO - Epoch(train) [76][1000/5005] lr: 1.0000e-03 eta: 5:04:26 time: 0.1488 data_time: 0.0037 loss: 0.7293 03/03 21:55:30 - mmengine - INFO - Epoch(train) [76][1100/5005] lr: 1.0000e-03 eta: 5:04:11 time: 0.1463 data_time: 0.0037 loss: 0.7583 03/03 21:55:45 - mmengine - INFO - Epoch(train) [76][1200/5005] lr: 1.0000e-03 eta: 5:03:57 time: 0.1487 data_time: 0.0039 loss: 0.9003 03/03 21:56:01 - mmengine - INFO - Epoch(train) [76][1300/5005] lr: 1.0000e-03 eta: 5:03:42 time: 0.1674 data_time: 0.0035 loss: 0.7003 03/03 21:56:16 - mmengine - INFO - Epoch(train) [76][1400/5005] lr: 1.0000e-03 eta: 5:03:28 time: 0.1481 data_time: 0.0036 loss: 0.7761 03/03 21:56:31 - mmengine - INFO - Epoch(train) [76][1500/5005] lr: 1.0000e-03 eta: 5:03:13 time: 0.1415 data_time: 0.0037 loss: 0.8991 03/03 21:56:45 - mmengine - INFO - Epoch(train) [76][1600/5005] lr: 1.0000e-03 eta: 5:02:58 time: 0.1475 data_time: 0.0034 loss: 0.8116 03/03 21:56:49 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:57:00 - mmengine - INFO - Epoch(train) [76][1700/5005] lr: 1.0000e-03 eta: 5:02:43 time: 0.1485 data_time: 0.0036 loss: 0.9464 03/03 21:57:15 - mmengine - INFO - Epoch(train) [76][1800/5005] lr: 1.0000e-03 eta: 5:02:29 time: 0.1518 data_time: 0.0037 loss: 0.8022 03/03 21:57:30 - mmengine - INFO - Epoch(train) [76][1900/5005] lr: 1.0000e-03 eta: 5:02:14 time: 0.1511 data_time: 0.0035 loss: 0.9888 03/03 21:57:45 - mmengine - INFO - Epoch(train) [76][2000/5005] lr: 1.0000e-03 eta: 5:01:59 time: 0.1484 data_time: 0.0038 loss: 0.7447 03/03 21:58:00 - mmengine - INFO - Epoch(train) [76][2100/5005] lr: 1.0000e-03 eta: 5:01:45 time: 0.1442 data_time: 0.0038 loss: 0.9385 03/03 21:58:15 - mmengine - INFO - Epoch(train) [76][2200/5005] lr: 1.0000e-03 eta: 5:01:30 time: 0.1440 data_time: 0.0034 loss: 0.9117 03/03 21:58:30 - mmengine - INFO - Epoch(train) [76][2300/5005] lr: 1.0000e-03 eta: 5:01:15 time: 0.1482 data_time: 0.0035 loss: 0.7778 03/03 21:58:45 - mmengine - INFO - Epoch(train) [76][2400/5005] lr: 1.0000e-03 eta: 5:01:00 time: 0.1465 data_time: 0.0039 loss: 0.8343 03/03 21:58:59 - mmengine - INFO - Epoch(train) [76][2500/5005] lr: 1.0000e-03 eta: 5:00:46 time: 0.1466 data_time: 0.0036 loss: 0.9121 03/03 21:59:15 - mmengine - INFO - Epoch(train) [76][2600/5005] lr: 1.0000e-03 eta: 5:00:31 time: 0.1705 data_time: 0.0036 loss: 0.8645 03/03 21:59:19 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 21:59:30 - mmengine - INFO - Epoch(train) [76][2700/5005] lr: 1.0000e-03 eta: 5:00:17 time: 0.1487 data_time: 0.0037 loss: 0.7338 03/03 21:59:45 - mmengine - INFO - Epoch(train) [76][2800/5005] lr: 1.0000e-03 eta: 5:00:02 time: 0.1482 data_time: 0.0036 loss: 0.9782 03/03 22:00:00 - mmengine - INFO - Epoch(train) [76][2900/5005] lr: 1.0000e-03 eta: 4:59:47 time: 0.1437 data_time: 0.0038 loss: 0.9868 03/03 22:00:14 - mmengine - INFO - Epoch(train) [76][3000/5005] lr: 1.0000e-03 eta: 4:59:32 time: 0.1366 data_time: 0.0037 loss: 0.7877 03/03 22:00:29 - mmengine - INFO - Epoch(train) [76][3100/5005] lr: 1.0000e-03 eta: 4:59:17 time: 0.1490 data_time: 0.0038 loss: 0.9986 03/03 22:00:44 - mmengine - INFO - Epoch(train) [76][3200/5005] lr: 1.0000e-03 eta: 4:59:03 time: 0.1459 data_time: 0.0036 loss: 0.8593 03/03 22:00:58 - mmengine - INFO - Epoch(train) [76][3300/5005] lr: 1.0000e-03 eta: 4:58:48 time: 0.1420 data_time: 0.0038 loss: 0.8435 03/03 22:01:13 - mmengine - INFO - Epoch(train) [76][3400/5005] lr: 1.0000e-03 eta: 4:58:33 time: 0.1428 data_time: 0.0035 loss: 0.9584 03/03 22:01:28 - mmengine - INFO - Epoch(train) [76][3500/5005] lr: 1.0000e-03 eta: 4:58:18 time: 0.1456 data_time: 0.0037 loss: 0.9322 03/03 22:01:42 - mmengine - INFO - Epoch(train) [76][3600/5005] lr: 1.0000e-03 eta: 4:58:04 time: 0.1469 data_time: 0.0036 loss: 0.9559 03/03 22:01:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:01:57 - mmengine - INFO - Epoch(train) [76][3700/5005] lr: 1.0000e-03 eta: 4:57:49 time: 0.1474 data_time: 0.0032 loss: 0.8013 03/03 22:02:12 - mmengine - INFO - Epoch(train) [76][3800/5005] lr: 1.0000e-03 eta: 4:57:34 time: 0.1698 data_time: 0.0038 loss: 0.9022 03/03 22:02:27 - mmengine - INFO - Epoch(train) [76][3900/5005] lr: 1.0000e-03 eta: 4:57:20 time: 0.1381 data_time: 0.0034 loss: 0.7894 03/03 22:02:42 - mmengine - INFO - Epoch(train) [76][4000/5005] lr: 1.0000e-03 eta: 4:57:05 time: 0.1449 data_time: 0.0038 loss: 0.8452 03/03 22:02:57 - mmengine - INFO - Epoch(train) [76][4100/5005] lr: 1.0000e-03 eta: 4:56:50 time: 0.1403 data_time: 0.0035 loss: 0.8778 03/03 22:03:11 - mmengine - INFO - Epoch(train) [76][4200/5005] lr: 1.0000e-03 eta: 4:56:35 time: 0.1440 data_time: 0.0039 loss: 0.6619 03/03 22:03:26 - mmengine - INFO - Epoch(train) [76][4300/5005] lr: 1.0000e-03 eta: 4:56:21 time: 0.1548 data_time: 0.0038 loss: 0.9037 03/03 22:03:42 - mmengine - INFO - Epoch(train) [76][4400/5005] lr: 1.0000e-03 eta: 4:56:06 time: 0.1435 data_time: 0.0033 loss: 0.7780 03/03 22:03:57 - mmengine - INFO - Epoch(train) [76][4500/5005] lr: 1.0000e-03 eta: 4:55:51 time: 0.1475 data_time: 0.0039 loss: 0.7784 03/03 22:04:11 - mmengine - INFO - Epoch(train) [76][4600/5005] lr: 1.0000e-03 eta: 4:55:37 time: 0.1358 data_time: 0.0037 loss: 0.8781 03/03 22:04:15 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:04:25 - mmengine - INFO - Epoch(train) [76][4700/5005] lr: 1.0000e-03 eta: 4:55:22 time: 0.1431 data_time: 0.0038 loss: 0.8429 03/03 22:04:40 - mmengine - INFO - Epoch(train) [76][4800/5005] lr: 1.0000e-03 eta: 4:55:07 time: 0.1473 data_time: 0.0035 loss: 0.9525 03/03 22:04:54 - mmengine - INFO - Epoch(train) [76][4900/5005] lr: 1.0000e-03 eta: 4:54:52 time: 0.1413 data_time: 0.0034 loss: 0.9308 03/03 22:05:09 - mmengine - INFO - Epoch(train) [76][5000/5005] lr: 1.0000e-03 eta: 4:54:37 time: 0.1439 data_time: 0.0045 loss: 0.8775 03/03 22:05:10 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:05:10 - mmengine - INFO - Saving checkpoint at 76 epochs 03/03 22:05:19 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:07 time: 0.0632 data_time: 0.0441 03/03 22:05:48 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 77.0760 accuracy/top5: 93.4880 03/03 22:06:04 - mmengine - INFO - Epoch(train) [77][ 100/5005] lr: 1.0000e-03 eta: 4:54:22 time: 0.1508 data_time: 0.0043 loss: 0.9909 03/03 22:06:19 - mmengine - INFO - Epoch(train) [77][ 200/5005] lr: 1.0000e-03 eta: 4:54:07 time: 0.1550 data_time: 0.0039 loss: 0.7494 03/03 22:06:35 - mmengine - INFO - Epoch(train) [77][ 300/5005] lr: 1.0000e-03 eta: 4:53:53 time: 0.1482 data_time: 0.0041 loss: 1.0299 03/03 22:06:51 - mmengine - INFO - Epoch(train) [77][ 400/5005] lr: 1.0000e-03 eta: 4:53:39 time: 0.1635 data_time: 0.0039 loss: 0.8662 03/03 22:07:06 - mmengine - INFO - Epoch(train) [77][ 500/5005] lr: 1.0000e-03 eta: 4:53:24 time: 0.1448 data_time: 0.0036 loss: 0.8404 03/03 22:07:20 - mmengine - INFO - Epoch(train) [77][ 600/5005] lr: 1.0000e-03 eta: 4:53:09 time: 0.1421 data_time: 0.0036 loss: 0.7983 03/03 22:07:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:07:35 - mmengine - INFO - Epoch(train) [77][ 700/5005] lr: 1.0000e-03 eta: 4:52:54 time: 0.1517 data_time: 0.0033 loss: 0.9314 03/03 22:07:50 - mmengine - INFO - Epoch(train) [77][ 800/5005] lr: 1.0000e-03 eta: 4:52:40 time: 0.1461 data_time: 0.0036 loss: 0.7837 03/03 22:08:05 - mmengine - INFO - Epoch(train) [77][ 900/5005] lr: 1.0000e-03 eta: 4:52:25 time: 0.1497 data_time: 0.0039 loss: 0.6138 03/03 22:08:21 - mmengine - INFO - Epoch(train) [77][1000/5005] lr: 1.0000e-03 eta: 4:52:10 time: 0.1515 data_time: 0.0036 loss: 0.8066 03/03 22:08:36 - mmengine - INFO - Epoch(train) [77][1100/5005] lr: 1.0000e-03 eta: 4:51:56 time: 0.1448 data_time: 0.0034 loss: 0.8638 03/03 22:08:51 - mmengine - INFO - Epoch(train) [77][1200/5005] lr: 1.0000e-03 eta: 4:51:41 time: 0.1470 data_time: 0.0044 loss: 0.7913 03/03 22:09:05 - mmengine - INFO - Epoch(train) [77][1300/5005] lr: 1.0000e-03 eta: 4:51:26 time: 0.1480 data_time: 0.0042 loss: 0.6582 03/03 22:09:20 - mmengine - INFO - Epoch(train) [77][1400/5005] lr: 1.0000e-03 eta: 4:51:12 time: 0.1449 data_time: 0.0038 loss: 0.8291 03/03 22:09:35 - mmengine - INFO - Epoch(train) [77][1500/5005] lr: 1.0000e-03 eta: 4:50:57 time: 0.1475 data_time: 0.0040 loss: 0.8676 03/03 22:09:51 - mmengine - INFO - Epoch(train) [77][1600/5005] lr: 1.0000e-03 eta: 4:50:42 time: 0.1499 data_time: 0.0036 loss: 0.9458 03/03 22:09:54 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:10:06 - mmengine - INFO - Epoch(train) [77][1700/5005] lr: 1.0000e-03 eta: 4:50:28 time: 0.1490 data_time: 0.0039 loss: 0.7819 03/03 22:10:21 - mmengine - INFO - Epoch(train) [77][1800/5005] lr: 1.0000e-03 eta: 4:50:13 time: 0.1496 data_time: 0.0036 loss: 0.8864 03/03 22:10:36 - mmengine - INFO - Epoch(train) [77][1900/5005] lr: 1.0000e-03 eta: 4:49:59 time: 0.1423 data_time: 0.0035 loss: 0.8326 03/03 22:10:51 - mmengine - INFO - Epoch(train) [77][2000/5005] lr: 1.0000e-03 eta: 4:49:44 time: 0.1428 data_time: 0.0037 loss: 0.7155 03/03 22:11:05 - mmengine - INFO - Epoch(train) [77][2100/5005] lr: 1.0000e-03 eta: 4:49:29 time: 0.1461 data_time: 0.0035 loss: 0.7678 03/03 22:11:20 - mmengine - INFO - Epoch(train) [77][2200/5005] lr: 1.0000e-03 eta: 4:49:14 time: 0.1426 data_time: 0.0036 loss: 0.8785 03/03 22:11:35 - mmengine - INFO - Epoch(train) [77][2300/5005] lr: 1.0000e-03 eta: 4:49:00 time: 0.1475 data_time: 0.0039 loss: 0.8882 03/03 22:11:50 - mmengine - INFO - Epoch(train) [77][2400/5005] lr: 1.0000e-03 eta: 4:48:45 time: 0.1380 data_time: 0.0039 loss: 0.7009 03/03 22:12:05 - mmengine - INFO - Epoch(train) [77][2500/5005] lr: 1.0000e-03 eta: 4:48:30 time: 0.1685 data_time: 0.0032 loss: 1.0010 03/03 22:12:19 - mmengine - INFO - Epoch(train) [77][2600/5005] lr: 1.0000e-03 eta: 4:48:15 time: 0.1393 data_time: 0.0038 loss: 0.7364 03/03 22:12:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:12:34 - mmengine - INFO - Epoch(train) [77][2700/5005] lr: 1.0000e-03 eta: 4:48:00 time: 0.1463 data_time: 0.0037 loss: 1.0122 03/03 22:12:48 - mmengine - INFO - Epoch(train) [77][2800/5005] lr: 1.0000e-03 eta: 4:47:46 time: 0.1490 data_time: 0.0038 loss: 0.8200 03/03 22:13:04 - mmengine - INFO - Epoch(train) [77][2900/5005] lr: 1.0000e-03 eta: 4:47:31 time: 0.1435 data_time: 0.0035 loss: 0.9334 03/03 22:13:18 - mmengine - INFO - Epoch(train) [77][3000/5005] lr: 1.0000e-03 eta: 4:47:16 time: 0.1410 data_time: 0.0039 loss: 0.9272 03/03 22:13:33 - mmengine - INFO - Epoch(train) [77][3100/5005] lr: 1.0000e-03 eta: 4:47:01 time: 0.1459 data_time: 0.0039 loss: 0.8552 03/03 22:13:48 - mmengine - INFO - Epoch(train) [77][3200/5005] lr: 1.0000e-03 eta: 4:46:47 time: 0.1444 data_time: 0.0038 loss: 0.8242 03/03 22:14:03 - mmengine - INFO - Epoch(train) [77][3300/5005] lr: 1.0000e-03 eta: 4:46:32 time: 0.1471 data_time: 0.0035 loss: 0.9191 03/03 22:14:18 - mmengine - INFO - Epoch(train) [77][3400/5005] lr: 1.0000e-03 eta: 4:46:17 time: 0.1443 data_time: 0.0036 loss: 0.9160 03/03 22:14:33 - mmengine - INFO - Epoch(train) [77][3500/5005] lr: 1.0000e-03 eta: 4:46:03 time: 0.1459 data_time: 0.0036 loss: 0.8405 03/03 22:14:47 - mmengine - INFO - Epoch(train) [77][3600/5005] lr: 1.0000e-03 eta: 4:45:48 time: 0.1433 data_time: 0.0040 loss: 0.8983 03/03 22:14:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:15:02 - mmengine - INFO - Epoch(train) [77][3700/5005] lr: 1.0000e-03 eta: 4:45:33 time: 0.1402 data_time: 0.0036 loss: 0.7116 03/03 22:15:16 - mmengine - INFO - Epoch(train) [77][3800/5005] lr: 1.0000e-03 eta: 4:45:18 time: 0.1674 data_time: 0.0037 loss: 0.7461 03/03 22:15:31 - mmengine - INFO - Epoch(train) [77][3900/5005] lr: 1.0000e-03 eta: 4:45:03 time: 0.1435 data_time: 0.0033 loss: 0.9440 03/03 22:15:45 - mmengine - INFO - Epoch(train) [77][4000/5005] lr: 1.0000e-03 eta: 4:44:49 time: 0.1446 data_time: 0.0038 loss: 0.8215 03/03 22:16:00 - mmengine - INFO - Epoch(train) [77][4100/5005] lr: 1.0000e-03 eta: 4:44:34 time: 0.1445 data_time: 0.0035 loss: 0.6504 03/03 22:16:15 - mmengine - INFO - Epoch(train) [77][4200/5005] lr: 1.0000e-03 eta: 4:44:19 time: 0.1435 data_time: 0.0038 loss: 0.8669 03/03 22:16:30 - mmengine - INFO - Epoch(train) [77][4300/5005] lr: 1.0000e-03 eta: 4:44:04 time: 0.1489 data_time: 0.0040 loss: 0.8034 03/03 22:16:45 - mmengine - INFO - Epoch(train) [77][4400/5005] lr: 1.0000e-03 eta: 4:43:50 time: 0.1446 data_time: 0.0037 loss: 0.8905 03/03 22:17:00 - mmengine - INFO - Epoch(train) [77][4500/5005] lr: 1.0000e-03 eta: 4:43:35 time: 0.1377 data_time: 0.0036 loss: 0.8034 03/03 22:17:14 - mmengine - INFO - Epoch(train) [77][4600/5005] lr: 1.0000e-03 eta: 4:43:20 time: 0.1460 data_time: 0.0039 loss: 0.7790 03/03 22:17:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:17:29 - mmengine - INFO - Epoch(train) [77][4700/5005] lr: 1.0000e-03 eta: 4:43:05 time: 0.1504 data_time: 0.0039 loss: 0.9296 03/03 22:17:44 - mmengine - INFO - Epoch(train) [77][4800/5005] lr: 1.0000e-03 eta: 4:42:51 time: 0.1481 data_time: 0.0039 loss: 0.6921 03/03 22:17:59 - mmengine - INFO - Epoch(train) [77][4900/5005] lr: 1.0000e-03 eta: 4:42:36 time: 0.1384 data_time: 0.0034 loss: 0.8620 03/03 22:18:13 - mmengine - INFO - Epoch(train) [77][5000/5005] lr: 1.0000e-03 eta: 4:42:21 time: 0.1395 data_time: 0.0046 loss: 0.8421 03/03 22:18:14 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:18:14 - mmengine - INFO - Saving checkpoint at 77 epochs 03/03 22:18:22 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:06 time: 0.0611 data_time: 0.0413 03/03 22:18:52 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 77.1060 accuracy/top5: 93.4880 03/03 22:19:08 - mmengine - INFO - Epoch(train) [78][ 100/5005] lr: 1.0000e-03 eta: 4:42:06 time: 0.1503 data_time: 0.0038 loss: 0.9107 03/03 22:19:23 - mmengine - INFO - Epoch(train) [78][ 200/5005] lr: 1.0000e-03 eta: 4:41:51 time: 0.1470 data_time: 0.0039 loss: 1.0403 03/03 22:19:39 - mmengine - INFO - Epoch(train) [78][ 300/5005] lr: 1.0000e-03 eta: 4:41:37 time: 0.1538 data_time: 0.0039 loss: 0.8864 03/03 22:19:54 - mmengine - INFO - Epoch(train) [78][ 400/5005] lr: 1.0000e-03 eta: 4:41:22 time: 0.1565 data_time: 0.0038 loss: 0.9069 03/03 22:20:10 - mmengine - INFO - Epoch(train) [78][ 500/5005] lr: 1.0000e-03 eta: 4:41:08 time: 0.1556 data_time: 0.0038 loss: 0.8161 03/03 22:20:25 - mmengine - INFO - Epoch(train) [78][ 600/5005] lr: 1.0000e-03 eta: 4:40:53 time: 0.1557 data_time: 0.0042 loss: 0.8814 03/03 22:20:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:20:41 - mmengine - INFO - Epoch(train) [78][ 700/5005] lr: 1.0000e-03 eta: 4:40:39 time: 0.1533 data_time: 0.0037 loss: 0.9057 03/03 22:20:57 - mmengine - INFO - Epoch(train) [78][ 800/5005] lr: 1.0000e-03 eta: 4:40:24 time: 0.1530 data_time: 0.0036 loss: 0.8392 03/03 22:21:12 - mmengine - INFO - Epoch(train) [78][ 900/5005] lr: 1.0000e-03 eta: 4:40:10 time: 0.1496 data_time: 0.0035 loss: 0.8208 03/03 22:21:28 - mmengine - INFO - Epoch(train) [78][1000/5005] lr: 1.0000e-03 eta: 4:39:55 time: 0.1618 data_time: 0.0039 loss: 0.7024 03/03 22:21:43 - mmengine - INFO - Epoch(train) [78][1100/5005] lr: 1.0000e-03 eta: 4:39:41 time: 0.1470 data_time: 0.0040 loss: 0.8829 03/03 22:21:58 - mmengine - INFO - Epoch(train) [78][1200/5005] lr: 1.0000e-03 eta: 4:39:26 time: 0.1493 data_time: 0.0036 loss: 0.8491 03/03 22:22:13 - mmengine - INFO - Epoch(train) [78][1300/5005] lr: 1.0000e-03 eta: 4:39:11 time: 0.1527 data_time: 0.0038 loss: 0.8944 03/03 22:22:29 - mmengine - INFO - Epoch(train) [78][1400/5005] lr: 1.0000e-03 eta: 4:38:57 time: 0.1477 data_time: 0.0040 loss: 0.8865 03/03 22:22:45 - mmengine - INFO - Epoch(train) [78][1500/5005] lr: 1.0000e-03 eta: 4:38:42 time: 0.1517 data_time: 0.0035 loss: 0.8732 03/03 22:23:00 - mmengine - INFO - Epoch(train) [78][1600/5005] lr: 1.0000e-03 eta: 4:38:28 time: 0.1524 data_time: 0.0034 loss: 0.8397 03/03 22:23:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:23:16 - mmengine - INFO - Epoch(train) [78][1700/5005] lr: 1.0000e-03 eta: 4:38:13 time: 0.1505 data_time: 0.0040 loss: 1.0623 03/03 22:23:31 - mmengine - INFO - Epoch(train) [78][1800/5005] lr: 1.0000e-03 eta: 4:37:59 time: 0.1533 data_time: 0.0036 loss: 0.7918 03/03 22:23:47 - mmengine - INFO - Epoch(train) [78][1900/5005] lr: 1.0000e-03 eta: 4:37:44 time: 0.1577 data_time: 0.0041 loss: 0.9585 03/03 22:24:03 - mmengine - INFO - Epoch(train) [78][2000/5005] lr: 1.0000e-03 eta: 4:37:30 time: 0.1522 data_time: 0.0038 loss: 0.8381 03/03 22:24:18 - mmengine - INFO - Epoch(train) [78][2100/5005] lr: 1.0000e-03 eta: 4:37:15 time: 0.1810 data_time: 0.0038 loss: 0.8244 03/03 22:24:33 - mmengine - INFO - Epoch(train) [78][2200/5005] lr: 1.0000e-03 eta: 4:37:01 time: 0.1431 data_time: 0.0038 loss: 0.8913 03/03 22:24:48 - mmengine - INFO - Epoch(train) [78][2300/5005] lr: 1.0000e-03 eta: 4:36:46 time: 0.1482 data_time: 0.0038 loss: 0.7878 03/03 22:25:03 - mmengine - INFO - Epoch(train) [78][2400/5005] lr: 1.0000e-03 eta: 4:36:31 time: 0.1456 data_time: 0.0038 loss: 0.7581 03/03 22:25:18 - mmengine - INFO - Epoch(train) [78][2500/5005] lr: 1.0000e-03 eta: 4:36:16 time: 0.1463 data_time: 0.0039 loss: 0.5548 03/03 22:25:33 - mmengine - INFO - Epoch(train) [78][2600/5005] lr: 1.0000e-03 eta: 4:36:02 time: 0.1443 data_time: 0.0041 loss: 0.9369 03/03 22:25:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:25:48 - mmengine - INFO - Epoch(train) [78][2700/5005] lr: 1.0000e-03 eta: 4:35:47 time: 0.1551 data_time: 0.0039 loss: 0.8359 03/03 22:26:04 - mmengine - INFO - Epoch(train) [78][2800/5005] lr: 1.0000e-03 eta: 4:35:33 time: 0.1527 data_time: 0.0040 loss: 0.8339 03/03 22:26:18 - mmengine - INFO - Epoch(train) [78][2900/5005] lr: 1.0000e-03 eta: 4:35:18 time: 0.1421 data_time: 0.0040 loss: 0.8550 03/03 22:26:33 - mmengine - INFO - Epoch(train) [78][3000/5005] lr: 1.0000e-03 eta: 4:35:03 time: 0.1435 data_time: 0.0040 loss: 0.8386 03/03 22:26:49 - mmengine - INFO - Epoch(train) [78][3100/5005] lr: 1.0000e-03 eta: 4:34:49 time: 0.1752 data_time: 0.0039 loss: 0.7970 03/03 22:27:04 - mmengine - INFO - Epoch(train) [78][3200/5005] lr: 1.0000e-03 eta: 4:34:34 time: 0.1549 data_time: 0.0040 loss: 0.8107 03/03 22:27:19 - mmengine - INFO - Epoch(train) [78][3300/5005] lr: 1.0000e-03 eta: 4:34:19 time: 0.1486 data_time: 0.0035 loss: 0.7943 03/03 22:27:34 - mmengine - INFO - Epoch(train) [78][3400/5005] lr: 1.0000e-03 eta: 4:34:05 time: 0.1479 data_time: 0.0038 loss: 0.6964 03/03 22:27:49 - mmengine - INFO - Epoch(train) [78][3500/5005] lr: 1.0000e-03 eta: 4:33:50 time: 0.1508 data_time: 0.0031 loss: 0.8353 03/03 22:28:04 - mmengine - INFO - Epoch(train) [78][3600/5005] lr: 1.0000e-03 eta: 4:33:35 time: 0.1510 data_time: 0.0037 loss: 0.7892 03/03 22:28:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:28:19 - mmengine - INFO - Epoch(train) [78][3700/5005] lr: 1.0000e-03 eta: 4:33:21 time: 0.1442 data_time: 0.0038 loss: 0.9761 03/03 22:28:34 - mmengine - INFO - Epoch(train) [78][3800/5005] lr: 1.0000e-03 eta: 4:33:06 time: 0.1425 data_time: 0.0033 loss: 0.8859 03/03 22:28:49 - mmengine - INFO - Epoch(train) [78][3900/5005] lr: 1.0000e-03 eta: 4:32:51 time: 0.1458 data_time: 0.0041 loss: 0.8351 03/03 22:29:05 - mmengine - INFO - Epoch(train) [78][4000/5005] lr: 1.0000e-03 eta: 4:32:37 time: 0.1474 data_time: 0.0037 loss: 0.8632 03/03 22:29:20 - mmengine - INFO - Epoch(train) [78][4100/5005] lr: 1.0000e-03 eta: 4:32:22 time: 0.1515 data_time: 0.0037 loss: 0.8619 03/03 22:29:35 - mmengine - INFO - Epoch(train) [78][4200/5005] lr: 1.0000e-03 eta: 4:32:07 time: 0.1468 data_time: 0.0037 loss: 0.9104 03/03 22:29:50 - mmengine - INFO - Epoch(train) [78][4300/5005] lr: 1.0000e-03 eta: 4:31:53 time: 0.1480 data_time: 0.0038 loss: 0.7808 03/03 22:30:05 - mmengine - INFO - Epoch(train) [78][4400/5005] lr: 1.0000e-03 eta: 4:31:38 time: 0.1450 data_time: 0.0037 loss: 0.8175 03/03 22:30:20 - mmengine - INFO - Epoch(train) [78][4500/5005] lr: 1.0000e-03 eta: 4:31:23 time: 0.1500 data_time: 0.0040 loss: 0.8049 03/03 22:30:36 - mmengine - INFO - Epoch(train) [78][4600/5005] lr: 1.0000e-03 eta: 4:31:09 time: 0.1708 data_time: 0.0036 loss: 0.8350 03/03 22:30:38 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:30:51 - mmengine - INFO - Epoch(train) [78][4700/5005] lr: 1.0000e-03 eta: 4:30:54 time: 0.1495 data_time: 0.0039 loss: 0.6334 03/03 22:31:06 - mmengine - INFO - Epoch(train) [78][4800/5005] lr: 1.0000e-03 eta: 4:30:40 time: 0.1438 data_time: 0.0034 loss: 0.8675 03/03 22:31:20 - mmengine - INFO - Epoch(train) [78][4900/5005] lr: 1.0000e-03 eta: 4:30:25 time: 0.1387 data_time: 0.0032 loss: 0.8899 03/03 22:31:35 - mmengine - INFO - Epoch(train) [78][5000/5005] lr: 1.0000e-03 eta: 4:30:10 time: 0.1680 data_time: 0.0042 loss: 0.7604 03/03 22:31:36 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:31:36 - mmengine - INFO - Saving checkpoint at 78 epochs 03/03 22:31:44 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:06 time: 0.0757 data_time: 0.0559 03/03 22:32:13 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 77.0960 accuracy/top5: 93.4680 03/03 22:32:29 - mmengine - INFO - Epoch(train) [79][ 100/5005] lr: 1.0000e-03 eta: 4:29:55 time: 0.1410 data_time: 0.0032 loss: 0.6940 03/03 22:32:44 - mmengine - INFO - Epoch(train) [79][ 200/5005] lr: 1.0000e-03 eta: 4:29:40 time: 0.1532 data_time: 0.0040 loss: 0.8351 03/03 22:33:00 - mmengine - INFO - Epoch(train) [79][ 300/5005] lr: 1.0000e-03 eta: 4:29:25 time: 0.1448 data_time: 0.0037 loss: 0.8000 03/03 22:33:15 - mmengine - INFO - Epoch(train) [79][ 400/5005] lr: 1.0000e-03 eta: 4:29:11 time: 0.1499 data_time: 0.0038 loss: 0.8636 03/03 22:33:30 - mmengine - INFO - Epoch(train) [79][ 500/5005] lr: 1.0000e-03 eta: 4:28:56 time: 0.1482 data_time: 0.0036 loss: 0.9575 03/03 22:33:44 - mmengine - INFO - Epoch(train) [79][ 600/5005] lr: 1.0000e-03 eta: 4:28:41 time: 0.1460 data_time: 0.0036 loss: 0.6444 03/03 22:33:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:33:59 - mmengine - INFO - Epoch(train) [79][ 700/5005] lr: 1.0000e-03 eta: 4:28:27 time: 0.1420 data_time: 0.0041 loss: 0.9135 03/03 22:34:14 - mmengine - INFO - Epoch(train) [79][ 800/5005] lr: 1.0000e-03 eta: 4:28:12 time: 0.1497 data_time: 0.0043 loss: 0.8382 03/03 22:34:29 - mmengine - INFO - Epoch(train) [79][ 900/5005] lr: 1.0000e-03 eta: 4:27:57 time: 0.1440 data_time: 0.0040 loss: 0.7091 03/03 22:34:44 - mmengine - INFO - Epoch(train) [79][1000/5005] lr: 1.0000e-03 eta: 4:27:42 time: 0.1487 data_time: 0.0041 loss: 0.9046 03/03 22:34:59 - mmengine - INFO - Epoch(train) [79][1100/5005] lr: 1.0000e-03 eta: 4:27:28 time: 0.1472 data_time: 0.0040 loss: 0.9507 03/03 22:35:14 - mmengine - INFO - Epoch(train) [79][1200/5005] lr: 1.0000e-03 eta: 4:27:13 time: 0.1454 data_time: 0.0040 loss: 0.8378 03/03 22:35:28 - mmengine - INFO - Epoch(train) [79][1300/5005] lr: 1.0000e-03 eta: 4:26:58 time: 0.1429 data_time: 0.0038 loss: 0.7406 03/03 22:35:43 - mmengine - INFO - Epoch(train) [79][1400/5005] lr: 1.0000e-03 eta: 4:26:43 time: 0.1703 data_time: 0.0040 loss: 0.9060 03/03 22:35:59 - mmengine - INFO - Epoch(train) [79][1500/5005] lr: 1.0000e-03 eta: 4:26:29 time: 0.1490 data_time: 0.0036 loss: 0.7243 03/03 22:36:14 - mmengine - INFO - Epoch(train) [79][1600/5005] lr: 1.0000e-03 eta: 4:26:14 time: 0.1480 data_time: 0.0037 loss: 0.8397 03/03 22:36:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:36:29 - mmengine - INFO - Epoch(train) [79][1700/5005] lr: 1.0000e-03 eta: 4:26:00 time: 0.1434 data_time: 0.0036 loss: 0.7750 03/03 22:36:43 - mmengine - INFO - Epoch(train) [79][1800/5005] lr: 1.0000e-03 eta: 4:25:45 time: 0.1456 data_time: 0.0041 loss: 0.9659 03/03 22:36:58 - mmengine - INFO - Epoch(train) [79][1900/5005] lr: 1.0000e-03 eta: 4:25:30 time: 0.1459 data_time: 0.0037 loss: 0.7759 03/03 22:37:13 - mmengine - INFO - Epoch(train) [79][2000/5005] lr: 1.0000e-03 eta: 4:25:15 time: 0.1414 data_time: 0.0038 loss: 0.6815 03/03 22:37:28 - mmengine - INFO - Epoch(train) [79][2100/5005] lr: 1.0000e-03 eta: 4:25:01 time: 0.1445 data_time: 0.0036 loss: 0.8589 03/03 22:37:43 - mmengine - INFO - Epoch(train) [79][2200/5005] lr: 1.0000e-03 eta: 4:24:46 time: 0.1465 data_time: 0.0036 loss: 0.7574 03/03 22:37:58 - mmengine - INFO - Epoch(train) [79][2300/5005] lr: 1.0000e-03 eta: 4:24:31 time: 0.1458 data_time: 0.0036 loss: 0.8112 03/03 22:38:12 - mmengine - INFO - Epoch(train) [79][2400/5005] lr: 1.0000e-03 eta: 4:24:16 time: 0.1435 data_time: 0.0039 loss: 0.8751 03/03 22:38:27 - mmengine - INFO - Epoch(train) [79][2500/5005] lr: 1.0000e-03 eta: 4:24:02 time: 0.1380 data_time: 0.0034 loss: 0.9401 03/03 22:38:42 - mmengine - INFO - Epoch(train) [79][2600/5005] lr: 1.0000e-03 eta: 4:23:47 time: 0.1407 data_time: 0.0038 loss: 0.6944 03/03 22:38:43 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:38:56 - mmengine - INFO - Epoch(train) [79][2700/5005] lr: 1.0000e-03 eta: 4:23:32 time: 0.1515 data_time: 0.0037 loss: 0.9071 03/03 22:39:12 - mmengine - INFO - Epoch(train) [79][2800/5005] lr: 1.0000e-03 eta: 4:23:18 time: 0.1539 data_time: 0.0039 loss: 0.7853 03/03 22:39:27 - mmengine - INFO - Epoch(train) [79][2900/5005] lr: 1.0000e-03 eta: 4:23:03 time: 0.1417 data_time: 0.0041 loss: 0.9344 03/03 22:39:42 - mmengine - INFO - Epoch(train) [79][3000/5005] lr: 1.0000e-03 eta: 4:22:48 time: 0.1462 data_time: 0.0037 loss: 0.8098 03/03 22:39:57 - mmengine - INFO - Epoch(train) [79][3100/5005] lr: 1.0000e-03 eta: 4:22:34 time: 0.1451 data_time: 0.0039 loss: 0.6862 03/03 22:40:12 - mmengine - INFO - Epoch(train) [79][3200/5005] lr: 1.0000e-03 eta: 4:22:19 time: 0.1480 data_time: 0.0040 loss: 0.8503 03/03 22:40:27 - mmengine - INFO - Epoch(train) [79][3300/5005] lr: 1.0000e-03 eta: 4:22:04 time: 0.1469 data_time: 0.0033 loss: 0.8342 03/03 22:40:42 - mmengine - INFO - Epoch(train) [79][3400/5005] lr: 1.0000e-03 eta: 4:21:49 time: 0.1503 data_time: 0.0038 loss: 0.8062 03/03 22:40:57 - mmengine - INFO - Epoch(train) [79][3500/5005] lr: 1.0000e-03 eta: 4:21:35 time: 0.1495 data_time: 0.0039 loss: 1.1282 03/03 22:41:12 - mmengine - INFO - Epoch(train) [79][3600/5005] lr: 1.0000e-03 eta: 4:21:20 time: 0.1405 data_time: 0.0039 loss: 0.8064 03/03 22:41:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:41:27 - mmengine - INFO - Epoch(train) [79][3700/5005] lr: 1.0000e-03 eta: 4:21:05 time: 0.1449 data_time: 0.0037 loss: 0.9001 03/03 22:41:41 - mmengine - INFO - Epoch(train) [79][3800/5005] lr: 1.0000e-03 eta: 4:20:50 time: 0.1460 data_time: 0.0035 loss: 0.8553 03/03 22:41:56 - mmengine - INFO - Epoch(train) [79][3900/5005] lr: 1.0000e-03 eta: 4:20:36 time: 0.1418 data_time: 0.0036 loss: 0.6640 03/03 22:42:11 - mmengine - INFO - Epoch(train) [79][4000/5005] lr: 1.0000e-03 eta: 4:20:21 time: 0.1491 data_time: 0.0033 loss: 0.8487 03/03 22:42:26 - mmengine - INFO - Epoch(train) [79][4100/5005] lr: 1.0000e-03 eta: 4:20:06 time: 0.1470 data_time: 0.0037 loss: 0.8197 03/03 22:42:41 - mmengine - INFO - Epoch(train) [79][4200/5005] lr: 1.0000e-03 eta: 4:19:52 time: 0.1500 data_time: 0.0037 loss: 0.8695 03/03 22:42:57 - mmengine - INFO - Epoch(train) [79][4300/5005] lr: 1.0000e-03 eta: 4:19:37 time: 0.1471 data_time: 0.0039 loss: 0.8058 03/03 22:43:12 - mmengine - INFO - Epoch(train) [79][4400/5005] lr: 1.0000e-03 eta: 4:19:22 time: 0.1455 data_time: 0.0039 loss: 0.9562 03/03 22:43:26 - mmengine - INFO - Epoch(train) [79][4500/5005] lr: 1.0000e-03 eta: 4:19:08 time: 0.1445 data_time: 0.0038 loss: 0.8182 03/03 22:43:41 - mmengine - INFO - Epoch(train) [79][4600/5005] lr: 1.0000e-03 eta: 4:18:53 time: 0.1445 data_time: 0.0037 loss: 0.8731 03/03 22:43:43 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:43:56 - mmengine - INFO - Epoch(train) [79][4700/5005] lr: 1.0000e-03 eta: 4:18:38 time: 0.1407 data_time: 0.0040 loss: 0.8235 03/03 22:44:10 - mmengine - INFO - Epoch(train) [79][4800/5005] lr: 1.0000e-03 eta: 4:18:23 time: 0.1437 data_time: 0.0037 loss: 0.8943 03/03 22:44:25 - mmengine - INFO - Epoch(train) [79][4900/5005] lr: 1.0000e-03 eta: 4:18:08 time: 0.1406 data_time: 0.0033 loss: 0.9676 03/03 22:44:39 - mmengine - INFO - Epoch(train) [79][5000/5005] lr: 1.0000e-03 eta: 4:17:54 time: 0.1421 data_time: 0.0046 loss: 0.6914 03/03 22:44:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:44:40 - mmengine - INFO - Saving checkpoint at 79 epochs 03/03 22:44:48 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:06 time: 0.0566 data_time: 0.0385 03/03 22:45:16 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 77.2680 accuracy/top5: 93.5120 03/03 22:45:31 - mmengine - INFO - Epoch(train) [80][ 100/5005] lr: 1.0000e-03 eta: 4:17:38 time: 0.1398 data_time: 0.0041 loss: 0.9970 03/03 22:45:45 - mmengine - INFO - Epoch(train) [80][ 200/5005] lr: 1.0000e-03 eta: 4:17:23 time: 0.1672 data_time: 0.0037 loss: 1.0762 03/03 22:46:00 - mmengine - INFO - Epoch(train) [80][ 300/5005] lr: 1.0000e-03 eta: 4:17:08 time: 0.1444 data_time: 0.0041 loss: 0.6635 03/03 22:46:14 - mmengine - INFO - Epoch(train) [80][ 400/5005] lr: 1.0000e-03 eta: 4:16:54 time: 0.1386 data_time: 0.0043 loss: 0.8064 03/03 22:46:29 - mmengine - INFO - Epoch(train) [80][ 500/5005] lr: 1.0000e-03 eta: 4:16:39 time: 0.1472 data_time: 0.0039 loss: 0.9075 03/03 22:46:44 - mmengine - INFO - Epoch(train) [80][ 600/5005] lr: 1.0000e-03 eta: 4:16:24 time: 0.1404 data_time: 0.0037 loss: 0.8398 03/03 22:46:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:46:58 - mmengine - INFO - Epoch(train) [80][ 700/5005] lr: 1.0000e-03 eta: 4:16:09 time: 0.1448 data_time: 0.0039 loss: 0.7936 03/03 22:47:13 - mmengine - INFO - Epoch(train) [80][ 800/5005] lr: 1.0000e-03 eta: 4:15:54 time: 0.1424 data_time: 0.0038 loss: 1.0092 03/03 22:47:27 - mmengine - INFO - Epoch(train) [80][ 900/5005] lr: 1.0000e-03 eta: 4:15:40 time: 0.1421 data_time: 0.0038 loss: 0.7241 03/03 22:47:42 - mmengine - INFO - Epoch(train) [80][1000/5005] lr: 1.0000e-03 eta: 4:15:25 time: 0.1441 data_time: 0.0037 loss: 0.8256 03/03 22:47:57 - mmengine - INFO - Epoch(train) [80][1100/5005] lr: 1.0000e-03 eta: 4:15:10 time: 0.1454 data_time: 0.0039 loss: 0.8765 03/03 22:48:12 - mmengine - INFO - Epoch(train) [80][1200/5005] lr: 1.0000e-03 eta: 4:14:55 time: 0.1443 data_time: 0.0042 loss: 0.6593 03/03 22:48:26 - mmengine - INFO - Epoch(train) [80][1300/5005] lr: 1.0000e-03 eta: 4:14:41 time: 0.1491 data_time: 0.0039 loss: 0.7125 03/03 22:48:41 - mmengine - INFO - Epoch(train) [80][1400/5005] lr: 1.0000e-03 eta: 4:14:26 time: 0.1459 data_time: 0.0038 loss: 0.7310 03/03 22:48:56 - mmengine - INFO - Epoch(train) [80][1500/5005] lr: 1.0000e-03 eta: 4:14:11 time: 0.1469 data_time: 0.0042 loss: 0.7096 03/03 22:49:11 - mmengine - INFO - Epoch(train) [80][1600/5005] lr: 1.0000e-03 eta: 4:13:56 time: 0.1451 data_time: 0.0039 loss: 0.7775 03/03 22:49:11 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:49:25 - mmengine - INFO - Epoch(train) [80][1700/5005] lr: 1.0000e-03 eta: 4:13:42 time: 0.1466 data_time: 0.0038 loss: 0.8202 03/03 22:49:40 - mmengine - INFO - Epoch(train) [80][1800/5005] lr: 1.0000e-03 eta: 4:13:27 time: 0.1448 data_time: 0.0040 loss: 0.7620 03/03 22:49:55 - mmengine - INFO - Epoch(train) [80][1900/5005] lr: 1.0000e-03 eta: 4:13:12 time: 0.1441 data_time: 0.0038 loss: 0.9355 03/03 22:50:10 - mmengine - INFO - Epoch(train) [80][2000/5005] lr: 1.0000e-03 eta: 4:12:57 time: 0.1473 data_time: 0.0034 loss: 0.8327 03/03 22:50:26 - mmengine - INFO - Epoch(train) [80][2100/5005] lr: 1.0000e-03 eta: 4:12:43 time: 0.1516 data_time: 0.0042 loss: 0.8742 03/03 22:50:41 - mmengine - INFO - Epoch(train) [80][2200/5005] lr: 1.0000e-03 eta: 4:12:28 time: 0.1646 data_time: 0.0037 loss: 0.8082 03/03 22:50:55 - mmengine - INFO - Epoch(train) [80][2300/5005] lr: 1.0000e-03 eta: 4:12:13 time: 0.1425 data_time: 0.0036 loss: 0.6800 03/03 22:51:09 - mmengine - INFO - Epoch(train) [80][2400/5005] lr: 1.0000e-03 eta: 4:11:58 time: 0.1425 data_time: 0.0044 loss: 0.8456 03/03 22:51:23 - mmengine - INFO - Epoch(train) [80][2500/5005] lr: 1.0000e-03 eta: 4:11:43 time: 0.1425 data_time: 0.0038 loss: 0.7996 03/03 22:51:38 - mmengine - INFO - Epoch(train) [80][2600/5005] lr: 1.0000e-03 eta: 4:11:29 time: 0.1385 data_time: 0.0042 loss: 0.9061 03/03 22:51:38 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:51:52 - mmengine - INFO - Epoch(train) [80][2700/5005] lr: 1.0000e-03 eta: 4:11:14 time: 0.1638 data_time: 0.0036 loss: 0.9241 03/03 22:52:07 - mmengine - INFO - Epoch(train) [80][2800/5005] lr: 1.0000e-03 eta: 4:10:59 time: 0.1478 data_time: 0.0038 loss: 0.9100 03/03 22:52:22 - mmengine - INFO - Epoch(train) [80][2900/5005] lr: 1.0000e-03 eta: 4:10:45 time: 0.1475 data_time: 0.0042 loss: 0.9105 03/03 22:52:38 - mmengine - INFO - Epoch(train) [80][3000/5005] lr: 1.0000e-03 eta: 4:10:30 time: 0.1511 data_time: 0.0041 loss: 0.8053 03/03 22:52:53 - mmengine - INFO - Epoch(train) [80][3100/5005] lr: 1.0000e-03 eta: 4:10:15 time: 0.1542 data_time: 0.0039 loss: 0.8746 03/03 22:53:08 - mmengine - INFO - Epoch(train) [80][3200/5005] lr: 1.0000e-03 eta: 4:10:01 time: 0.1506 data_time: 0.0043 loss: 0.8632 03/03 22:53:24 - mmengine - INFO - Epoch(train) [80][3300/5005] lr: 1.0000e-03 eta: 4:09:46 time: 0.1541 data_time: 0.0038 loss: 0.7704 03/03 22:53:39 - mmengine - INFO - Epoch(train) [80][3400/5005] lr: 1.0000e-03 eta: 4:09:32 time: 0.1451 data_time: 0.0041 loss: 0.7046 03/03 22:53:54 - mmengine - INFO - Epoch(train) [80][3500/5005] lr: 1.0000e-03 eta: 4:09:17 time: 0.1435 data_time: 0.0038 loss: 0.7992 03/03 22:54:09 - mmengine - INFO - Epoch(train) [80][3600/5005] lr: 1.0000e-03 eta: 4:09:02 time: 0.1500 data_time: 0.0042 loss: 0.7764 03/03 22:54:10 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:54:24 - mmengine - INFO - Epoch(train) [80][3700/5005] lr: 1.0000e-03 eta: 4:08:47 time: 0.1411 data_time: 0.0041 loss: 0.7275 03/03 22:54:38 - mmengine - INFO - Epoch(train) [80][3800/5005] lr: 1.0000e-03 eta: 4:08:33 time: 0.1424 data_time: 0.0038 loss: 0.8223 03/03 22:54:53 - mmengine - INFO - Epoch(train) [80][3900/5005] lr: 1.0000e-03 eta: 4:08:18 time: 0.1534 data_time: 0.0044 loss: 0.7728 03/03 22:55:09 - mmengine - INFO - Epoch(train) [80][4000/5005] lr: 1.0000e-03 eta: 4:08:03 time: 0.1734 data_time: 0.0035 loss: 0.8619 03/03 22:55:25 - mmengine - INFO - Epoch(train) [80][4100/5005] lr: 1.0000e-03 eta: 4:07:49 time: 0.1519 data_time: 0.0036 loss: 0.8814 03/03 22:55:39 - mmengine - INFO - Epoch(train) [80][4200/5005] lr: 1.0000e-03 eta: 4:07:34 time: 0.1406 data_time: 0.0036 loss: 0.8212 03/03 22:55:54 - mmengine - INFO - Epoch(train) [80][4300/5005] lr: 1.0000e-03 eta: 4:07:19 time: 0.1498 data_time: 0.0038 loss: 0.8421 03/03 22:56:08 - mmengine - INFO - Epoch(train) [80][4400/5005] lr: 1.0000e-03 eta: 4:07:05 time: 0.1428 data_time: 0.0036 loss: 0.7391 03/03 22:56:24 - mmengine - INFO - Epoch(train) [80][4500/5005] lr: 1.0000e-03 eta: 4:06:50 time: 0.1545 data_time: 0.0039 loss: 0.7394 03/03 22:56:40 - mmengine - INFO - Epoch(train) [80][4600/5005] lr: 1.0000e-03 eta: 4:06:35 time: 0.1526 data_time: 0.0042 loss: 0.8432 03/03 22:56:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:56:55 - mmengine - INFO - Epoch(train) [80][4700/5005] lr: 1.0000e-03 eta: 4:06:21 time: 0.1528 data_time: 0.0038 loss: 0.9259 03/03 22:57:11 - mmengine - INFO - Epoch(train) [80][4800/5005] lr: 1.0000e-03 eta: 4:06:06 time: 0.1428 data_time: 0.0036 loss: 0.8403 03/03 22:57:26 - mmengine - INFO - Epoch(train) [80][4900/5005] lr: 1.0000e-03 eta: 4:05:52 time: 0.1485 data_time: 0.0037 loss: 0.7850 03/03 22:57:41 - mmengine - INFO - Epoch(train) [80][5000/5005] lr: 1.0000e-03 eta: 4:05:37 time: 0.1508 data_time: 0.0045 loss: 0.8561 03/03 22:57:42 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:57:42 - mmengine - INFO - Saving checkpoint at 80 epochs 03/03 22:57:50 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:06 time: 0.0612 data_time: 0.0427 03/03 22:58:19 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 77.0980 accuracy/top5: 93.5600 03/03 22:58:34 - mmengine - INFO - Epoch(train) [81][ 100/5005] lr: 1.0000e-03 eta: 4:05:22 time: 0.1418 data_time: 0.0045 loss: 0.7014 03/03 22:58:48 - mmengine - INFO - Epoch(train) [81][ 200/5005] lr: 1.0000e-03 eta: 4:05:07 time: 0.1654 data_time: 0.0040 loss: 0.7420 03/03 22:59:02 - mmengine - INFO - Epoch(train) [81][ 300/5005] lr: 1.0000e-03 eta: 4:04:52 time: 0.1351 data_time: 0.0040 loss: 0.8928 03/03 22:59:16 - mmengine - INFO - Epoch(train) [81][ 400/5005] lr: 1.0000e-03 eta: 4:04:37 time: 0.1408 data_time: 0.0036 loss: 0.8731 03/03 22:59:30 - mmengine - INFO - Epoch(train) [81][ 500/5005] lr: 1.0000e-03 eta: 4:04:22 time: 0.1428 data_time: 0.0036 loss: 0.7461 03/03 22:59:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 22:59:46 - mmengine - INFO - Epoch(train) [81][ 600/5005] lr: 1.0000e-03 eta: 4:04:07 time: 0.1531 data_time: 0.0035 loss: 0.9346 03/03 23:00:01 - mmengine - INFO - Epoch(train) [81][ 700/5005] lr: 1.0000e-03 eta: 4:03:53 time: 0.1619 data_time: 0.0040 loss: 0.8587 03/03 23:00:15 - mmengine - INFO - Epoch(train) [81][ 800/5005] lr: 1.0000e-03 eta: 4:03:38 time: 0.1368 data_time: 0.0037 loss: 0.7675 03/03 23:00:30 - mmengine - INFO - Epoch(train) [81][ 900/5005] lr: 1.0000e-03 eta: 4:03:23 time: 0.1401 data_time: 0.0039 loss: 0.8046 03/03 23:00:44 - mmengine - INFO - Epoch(train) [81][1000/5005] lr: 1.0000e-03 eta: 4:03:08 time: 0.1413 data_time: 0.0037 loss: 0.7983 03/03 23:00:59 - mmengine - INFO - Epoch(train) [81][1100/5005] lr: 1.0000e-03 eta: 4:02:54 time: 0.1526 data_time: 0.0035 loss: 0.8134 03/03 23:01:14 - mmengine - INFO - Epoch(train) [81][1200/5005] lr: 1.0000e-03 eta: 4:02:39 time: 0.1503 data_time: 0.0036 loss: 0.8040 03/03 23:01:30 - mmengine - INFO - Epoch(train) [81][1300/5005] lr: 1.0000e-03 eta: 4:02:24 time: 0.1380 data_time: 0.0043 loss: 0.6708 03/03 23:01:45 - mmengine - INFO - Epoch(train) [81][1400/5005] lr: 1.0000e-03 eta: 4:02:10 time: 0.1501 data_time: 0.0034 loss: 0.8015 03/03 23:02:01 - mmengine - INFO - Epoch(train) [81][1500/5005] lr: 1.0000e-03 eta: 4:01:55 time: 0.1501 data_time: 0.0034 loss: 0.8227 03/03 23:02:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:02:16 - mmengine - INFO - Epoch(train) [81][1600/5005] lr: 1.0000e-03 eta: 4:01:41 time: 0.1523 data_time: 0.0036 loss: 0.9068 03/03 23:02:32 - mmengine - INFO - Epoch(train) [81][1700/5005] lr: 1.0000e-03 eta: 4:01:26 time: 0.1482 data_time: 0.0037 loss: 0.7769 03/03 23:02:47 - mmengine - INFO - Epoch(train) [81][1800/5005] lr: 1.0000e-03 eta: 4:01:11 time: 0.1483 data_time: 0.0039 loss: 0.8177 03/03 23:03:02 - mmengine - INFO - Epoch(train) [81][1900/5005] lr: 1.0000e-03 eta: 4:00:57 time: 0.1541 data_time: 0.0036 loss: 0.6835 03/03 23:03:17 - mmengine - INFO - Epoch(train) [81][2000/5005] lr: 1.0000e-03 eta: 4:00:42 time: 0.1524 data_time: 0.0036 loss: 0.7316 03/03 23:03:33 - mmengine - INFO - Epoch(train) [81][2100/5005] lr: 1.0000e-03 eta: 4:00:28 time: 0.1456 data_time: 0.0035 loss: 0.9125 03/03 23:03:48 - mmengine - INFO - Epoch(train) [81][2200/5005] lr: 1.0000e-03 eta: 4:00:13 time: 0.1485 data_time: 0.0035 loss: 0.8359 03/03 23:04:03 - mmengine - INFO - Epoch(train) [81][2300/5005] lr: 1.0000e-03 eta: 3:59:58 time: 0.1544 data_time: 0.0041 loss: 0.8786 03/03 23:04:19 - mmengine - INFO - Epoch(train) [81][2400/5005] lr: 1.0000e-03 eta: 3:59:44 time: 0.1516 data_time: 0.0037 loss: 0.9716 03/03 23:04:35 - mmengine - INFO - Epoch(train) [81][2500/5005] lr: 1.0000e-03 eta: 3:59:29 time: 0.1474 data_time: 0.0035 loss: 0.7932 03/03 23:04:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:04:50 - mmengine - INFO - Epoch(train) [81][2600/5005] lr: 1.0000e-03 eta: 3:59:15 time: 0.1512 data_time: 0.0039 loss: 0.9448 03/03 23:05:05 - mmengine - INFO - Epoch(train) [81][2700/5005] lr: 1.0000e-03 eta: 3:59:00 time: 0.1498 data_time: 0.0035 loss: 0.8377 03/03 23:05:21 - mmengine - INFO - Epoch(train) [81][2800/5005] lr: 1.0000e-03 eta: 3:58:45 time: 0.1576 data_time: 0.0037 loss: 0.8856 03/03 23:05:36 - mmengine - INFO - Epoch(train) [81][2900/5005] lr: 1.0000e-03 eta: 3:58:31 time: 0.1732 data_time: 0.0034 loss: 0.7111 03/03 23:05:51 - mmengine - INFO - Epoch(train) [81][3000/5005] lr: 1.0000e-03 eta: 3:58:16 time: 0.1464 data_time: 0.0035 loss: 0.9115 03/03 23:06:06 - mmengine - INFO - Epoch(train) [81][3100/5005] lr: 1.0000e-03 eta: 3:58:02 time: 0.1488 data_time: 0.0037 loss: 0.8731 03/03 23:06:21 - mmengine - INFO - Epoch(train) [81][3200/5005] lr: 1.0000e-03 eta: 3:57:47 time: 0.1464 data_time: 0.0039 loss: 0.8577 03/03 23:06:36 - mmengine - INFO - Epoch(train) [81][3300/5005] lr: 1.0000e-03 eta: 3:57:32 time: 0.1495 data_time: 0.0037 loss: 0.7800 03/03 23:06:51 - mmengine - INFO - Epoch(train) [81][3400/5005] lr: 1.0000e-03 eta: 3:57:17 time: 0.1517 data_time: 0.0040 loss: 0.6688 03/03 23:07:07 - mmengine - INFO - Epoch(train) [81][3500/5005] lr: 1.0000e-03 eta: 3:57:03 time: 0.1485 data_time: 0.0036 loss: 0.8392 03/03 23:07:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:07:21 - mmengine - INFO - Epoch(train) [81][3600/5005] lr: 1.0000e-03 eta: 3:56:48 time: 0.1394 data_time: 0.0038 loss: 0.8147 03/03 23:07:35 - mmengine - INFO - Epoch(train) [81][3700/5005] lr: 1.0000e-03 eta: 3:56:33 time: 0.1383 data_time: 0.0039 loss: 0.7992 03/03 23:07:50 - mmengine - INFO - Epoch(train) [81][3800/5005] lr: 1.0000e-03 eta: 3:56:18 time: 0.1537 data_time: 0.0037 loss: 0.8470 03/03 23:08:06 - mmengine - INFO - Epoch(train) [81][3900/5005] lr: 1.0000e-03 eta: 3:56:04 time: 0.1472 data_time: 0.0036 loss: 0.9014 03/03 23:08:20 - mmengine - INFO - Epoch(train) [81][4000/5005] lr: 1.0000e-03 eta: 3:55:49 time: 0.1472 data_time: 0.0038 loss: 0.8079 03/03 23:08:35 - mmengine - INFO - Epoch(train) [81][4100/5005] lr: 1.0000e-03 eta: 3:55:34 time: 0.1442 data_time: 0.0035 loss: 0.9089 03/03 23:08:51 - mmengine - INFO - Epoch(train) [81][4200/5005] lr: 1.0000e-03 eta: 3:55:20 time: 0.1511 data_time: 0.0035 loss: 0.8692 03/03 23:09:06 - mmengine - INFO - Epoch(train) [81][4300/5005] lr: 1.0000e-03 eta: 3:55:05 time: 0.1371 data_time: 0.0034 loss: 0.7429 03/03 23:09:20 - mmengine - INFO - Epoch(train) [81][4400/5005] lr: 1.0000e-03 eta: 3:54:50 time: 0.1412 data_time: 0.0035 loss: 0.7605 03/03 23:09:35 - mmengine - INFO - Epoch(train) [81][4500/5005] lr: 1.0000e-03 eta: 3:54:35 time: 0.1495 data_time: 0.0037 loss: 0.8377 03/03 23:09:50 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:09:50 - mmengine - INFO - Epoch(train) [81][4600/5005] lr: 1.0000e-03 eta: 3:54:21 time: 0.1499 data_time: 0.0037 loss: 0.8555 03/03 23:10:05 - mmengine - INFO - Epoch(train) [81][4700/5005] lr: 1.0000e-03 eta: 3:54:06 time: 0.1436 data_time: 0.0043 loss: 0.8107 03/03 23:10:20 - mmengine - INFO - Epoch(train) [81][4800/5005] lr: 1.0000e-03 eta: 3:53:51 time: 0.1405 data_time: 0.0036 loss: 0.8382 03/03 23:10:35 - mmengine - INFO - Epoch(train) [81][4900/5005] lr: 1.0000e-03 eta: 3:53:37 time: 0.1465 data_time: 0.0037 loss: 0.6878 03/03 23:10:50 - mmengine - INFO - Epoch(train) [81][5000/5005] lr: 1.0000e-03 eta: 3:53:22 time: 0.1569 data_time: 0.0046 loss: 0.9844 03/03 23:10:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:10:51 - mmengine - INFO - Saving checkpoint at 81 epochs 03/03 23:10:59 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:06 time: 0.0616 data_time: 0.0437 03/03 23:11:28 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 77.1340 accuracy/top5: 93.5440 03/03 23:11:43 - mmengine - INFO - Epoch(train) [82][ 100/5005] lr: 1.0000e-03 eta: 3:53:07 time: 0.1358 data_time: 0.0038 loss: 0.8610 03/03 23:11:57 - mmengine - INFO - Epoch(train) [82][ 200/5005] lr: 1.0000e-03 eta: 3:52:52 time: 0.1409 data_time: 0.0038 loss: 0.8368 03/03 23:12:12 - mmengine - INFO - Epoch(train) [82][ 300/5005] lr: 1.0000e-03 eta: 3:52:37 time: 0.1426 data_time: 0.0037 loss: 0.6563 03/03 23:12:26 - mmengine - INFO - Epoch(train) [82][ 400/5005] lr: 1.0000e-03 eta: 3:52:22 time: 0.1370 data_time: 0.0033 loss: 0.7872 03/03 23:12:41 - mmengine - INFO - Epoch(train) [82][ 500/5005] lr: 1.0000e-03 eta: 3:52:07 time: 0.1479 data_time: 0.0037 loss: 0.9027 03/03 23:12:55 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:12:55 - mmengine - INFO - Epoch(train) [82][ 600/5005] lr: 1.0000e-03 eta: 3:51:52 time: 0.1459 data_time: 0.0038 loss: 0.9296 03/03 23:13:10 - mmengine - INFO - Epoch(train) [82][ 700/5005] lr: 1.0000e-03 eta: 3:51:38 time: 0.1415 data_time: 0.0037 loss: 0.8669 03/03 23:13:25 - mmengine - INFO - Epoch(train) [82][ 800/5005] lr: 1.0000e-03 eta: 3:51:23 time: 0.1438 data_time: 0.0037 loss: 0.8323 03/03 23:13:40 - mmengine - INFO - Epoch(train) [82][ 900/5005] lr: 1.0000e-03 eta: 3:51:08 time: 0.1457 data_time: 0.0043 loss: 0.7689 03/03 23:13:54 - mmengine - INFO - Epoch(train) [82][1000/5005] lr: 1.0000e-03 eta: 3:50:53 time: 0.1481 data_time: 0.0041 loss: 0.8294 03/03 23:14:09 - mmengine - INFO - Epoch(train) [82][1100/5005] lr: 1.0000e-03 eta: 3:50:39 time: 0.1467 data_time: 0.0035 loss: 0.8346 03/03 23:14:24 - mmengine - INFO - Epoch(train) [82][1200/5005] lr: 1.0000e-03 eta: 3:50:24 time: 0.1496 data_time: 0.0040 loss: 0.8933 03/03 23:14:40 - mmengine - INFO - Epoch(train) [82][1300/5005] lr: 1.0000e-03 eta: 3:50:09 time: 0.1504 data_time: 0.0038 loss: 0.9704 03/03 23:14:55 - mmengine - INFO - Epoch(train) [82][1400/5005] lr: 1.0000e-03 eta: 3:49:55 time: 0.1450 data_time: 0.0035 loss: 1.0676 03/03 23:15:10 - mmengine - INFO - Epoch(train) [82][1500/5005] lr: 1.0000e-03 eta: 3:49:40 time: 0.1706 data_time: 0.0036 loss: 0.7406 03/03 23:15:24 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:15:25 - mmengine - INFO - Epoch(train) [82][1600/5005] lr: 1.0000e-03 eta: 3:49:25 time: 0.1449 data_time: 0.0038 loss: 0.8646 03/03 23:15:39 - mmengine - INFO - Epoch(train) [82][1700/5005] lr: 1.0000e-03 eta: 3:49:10 time: 0.1367 data_time: 0.0038 loss: 0.7225 03/03 23:15:54 - mmengine - INFO - Epoch(train) [82][1800/5005] lr: 1.0000e-03 eta: 3:48:56 time: 0.1654 data_time: 0.0035 loss: 0.6762 03/03 23:16:09 - mmengine - INFO - Epoch(train) [82][1900/5005] lr: 1.0000e-03 eta: 3:48:41 time: 0.1466 data_time: 0.0037 loss: 0.9427 03/03 23:16:24 - mmengine - INFO - Epoch(train) [82][2000/5005] lr: 1.0000e-03 eta: 3:48:26 time: 0.1451 data_time: 0.0035 loss: 0.8848 03/03 23:16:39 - mmengine - INFO - Epoch(train) [82][2100/5005] lr: 1.0000e-03 eta: 3:48:12 time: 0.1469 data_time: 0.0038 loss: 0.8185 03/03 23:16:54 - mmengine - INFO - Epoch(train) [82][2200/5005] lr: 1.0000e-03 eta: 3:47:57 time: 0.1452 data_time: 0.0036 loss: 0.8140 03/03 23:17:08 - mmengine - INFO - Epoch(train) [82][2300/5005] lr: 1.0000e-03 eta: 3:47:42 time: 0.1435 data_time: 0.0038 loss: 0.8867 03/03 23:17:23 - mmengine - INFO - Epoch(train) [82][2400/5005] lr: 1.0000e-03 eta: 3:47:27 time: 0.1457 data_time: 0.0037 loss: 0.7991 03/03 23:17:38 - mmengine - INFO - Epoch(train) [82][2500/5005] lr: 1.0000e-03 eta: 3:47:12 time: 0.1447 data_time: 0.0035 loss: 0.8168 03/03 23:17:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:17:53 - mmengine - INFO - Epoch(train) [82][2600/5005] lr: 1.0000e-03 eta: 3:46:58 time: 0.1463 data_time: 0.0041 loss: 0.5535 03/03 23:18:08 - mmengine - INFO - Epoch(train) [82][2700/5005] lr: 1.0000e-03 eta: 3:46:43 time: 0.1430 data_time: 0.0036 loss: 0.7911 03/03 23:18:23 - mmengine - INFO - Epoch(train) [82][2800/5005] lr: 1.0000e-03 eta: 3:46:28 time: 0.1524 data_time: 0.0039 loss: 0.8872 03/03 23:18:38 - mmengine - INFO - Epoch(train) [82][2900/5005] lr: 1.0000e-03 eta: 3:46:14 time: 0.1494 data_time: 0.0037 loss: 0.9008 03/03 23:18:53 - mmengine - INFO - Epoch(train) [82][3000/5005] lr: 1.0000e-03 eta: 3:45:59 time: 0.1448 data_time: 0.0036 loss: 0.8735 03/03 23:19:08 - mmengine - INFO - Epoch(train) [82][3100/5005] lr: 1.0000e-03 eta: 3:45:44 time: 0.1498 data_time: 0.0039 loss: 0.7605 03/03 23:19:23 - mmengine - INFO - Epoch(train) [82][3200/5005] lr: 1.0000e-03 eta: 3:45:30 time: 0.1701 data_time: 0.0036 loss: 0.8591 03/03 23:19:38 - mmengine - INFO - Epoch(train) [82][3300/5005] lr: 1.0000e-03 eta: 3:45:15 time: 0.1424 data_time: 0.0039 loss: 0.7906 03/03 23:19:52 - mmengine - INFO - Epoch(train) [82][3400/5005] lr: 1.0000e-03 eta: 3:45:00 time: 0.1376 data_time: 0.0035 loss: 0.9124 03/03 23:20:07 - mmengine - INFO - Epoch(train) [82][3500/5005] lr: 1.0000e-03 eta: 3:44:45 time: 0.1446 data_time: 0.0038 loss: 0.8120 03/03 23:20:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:20:22 - mmengine - INFO - Epoch(train) [82][3600/5005] lr: 1.0000e-03 eta: 3:44:31 time: 0.1523 data_time: 0.0034 loss: 0.9079 03/03 23:20:36 - mmengine - INFO - Epoch(train) [82][3700/5005] lr: 1.0000e-03 eta: 3:44:16 time: 0.1473 data_time: 0.0038 loss: 0.7579 03/03 23:20:52 - mmengine - INFO - Epoch(train) [82][3800/5005] lr: 1.0000e-03 eta: 3:44:01 time: 0.1573 data_time: 0.0039 loss: 0.7701 03/03 23:21:07 - mmengine - INFO - Epoch(train) [82][3900/5005] lr: 1.0000e-03 eta: 3:43:47 time: 0.1498 data_time: 0.0033 loss: 0.7265 03/03 23:21:23 - mmengine - INFO - Epoch(train) [82][4000/5005] lr: 1.0000e-03 eta: 3:43:32 time: 0.1501 data_time: 0.0040 loss: 0.8622 03/03 23:21:39 - mmengine - INFO - Epoch(train) [82][4100/5005] lr: 1.0000e-03 eta: 3:43:18 time: 0.1539 data_time: 0.0038 loss: 0.8357 03/03 23:21:54 - mmengine - INFO - Epoch(train) [82][4200/5005] lr: 1.0000e-03 eta: 3:43:03 time: 0.1476 data_time: 0.0037 loss: 0.8058 03/03 23:22:09 - mmengine - INFO - Epoch(train) [82][4300/5005] lr: 1.0000e-03 eta: 3:42:48 time: 0.1745 data_time: 0.0040 loss: 0.7650 03/03 23:22:23 - mmengine - INFO - Epoch(train) [82][4400/5005] lr: 1.0000e-03 eta: 3:42:33 time: 0.1398 data_time: 0.0036 loss: 0.7380 03/03 23:22:38 - mmengine - INFO - Epoch(train) [82][4500/5005] lr: 1.0000e-03 eta: 3:42:19 time: 0.1486 data_time: 0.0037 loss: 0.6600 03/03 23:22:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:22:52 - mmengine - INFO - Epoch(train) [82][4600/5005] lr: 1.0000e-03 eta: 3:42:04 time: 0.1434 data_time: 0.0039 loss: 0.8687 03/03 23:23:07 - mmengine - INFO - Epoch(train) [82][4700/5005] lr: 1.0000e-03 eta: 3:41:49 time: 0.1569 data_time: 0.0038 loss: 0.6956 03/03 23:23:22 - mmengine - INFO - Epoch(train) [82][4800/5005] lr: 1.0000e-03 eta: 3:41:34 time: 0.1437 data_time: 0.0038 loss: 0.9352 03/03 23:23:37 - mmengine - INFO - Epoch(train) [82][4900/5005] lr: 1.0000e-03 eta: 3:41:20 time: 0.1413 data_time: 0.0041 loss: 0.9179 03/03 23:23:52 - mmengine - INFO - Epoch(train) [82][5000/5005] lr: 1.0000e-03 eta: 3:41:05 time: 0.1469 data_time: 0.0048 loss: 0.7516 03/03 23:23:53 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:23:53 - mmengine - INFO - Saving checkpoint at 82 epochs 03/03 23:24:01 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:06 time: 0.0623 data_time: 0.0448 03/03 23:24:30 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 76.9880 accuracy/top5: 93.4740 03/03 23:24:47 - mmengine - INFO - Epoch(train) [83][ 100/5005] lr: 1.0000e-03 eta: 3:40:50 time: 0.1435 data_time: 0.0040 loss: 0.7338 03/03 23:25:01 - mmengine - INFO - Epoch(train) [83][ 200/5005] lr: 1.0000e-03 eta: 3:40:35 time: 0.1461 data_time: 0.0043 loss: 0.6977 03/03 23:25:16 - mmengine - INFO - Epoch(train) [83][ 300/5005] lr: 1.0000e-03 eta: 3:40:20 time: 0.1470 data_time: 0.0043 loss: 0.8993 03/03 23:25:30 - mmengine - INFO - Epoch(train) [83][ 400/5005] lr: 1.0000e-03 eta: 3:40:05 time: 0.1436 data_time: 0.0040 loss: 0.6869 03/03 23:25:46 - mmengine - INFO - Epoch(train) [83][ 500/5005] lr: 1.0000e-03 eta: 3:39:51 time: 0.1428 data_time: 0.0037 loss: 0.6849 03/03 23:25:59 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:26:00 - mmengine - INFO - Epoch(train) [83][ 600/5005] lr: 1.0000e-03 eta: 3:39:36 time: 0.1468 data_time: 0.0038 loss: 0.9200 03/03 23:26:15 - mmengine - INFO - Epoch(train) [83][ 700/5005] lr: 1.0000e-03 eta: 3:39:21 time: 0.1488 data_time: 0.0038 loss: 0.8598 03/03 23:26:31 - mmengine - INFO - Epoch(train) [83][ 800/5005] lr: 1.0000e-03 eta: 3:39:06 time: 0.1414 data_time: 0.0041 loss: 0.6138 03/03 23:26:45 - mmengine - INFO - Epoch(train) [83][ 900/5005] lr: 1.0000e-03 eta: 3:38:52 time: 0.1464 data_time: 0.0042 loss: 0.8057 03/03 23:27:00 - mmengine - INFO - Epoch(train) [83][1000/5005] lr: 1.0000e-03 eta: 3:38:37 time: 0.1433 data_time: 0.0040 loss: 0.9222 03/03 23:27:15 - mmengine - INFO - Epoch(train) [83][1100/5005] lr: 1.0000e-03 eta: 3:38:22 time: 0.1483 data_time: 0.0037 loss: 0.9031 03/03 23:27:30 - mmengine - INFO - Epoch(train) [83][1200/5005] lr: 1.0000e-03 eta: 3:38:08 time: 0.1513 data_time: 0.0041 loss: 0.8048 03/03 23:27:45 - mmengine - INFO - Epoch(train) [83][1300/5005] lr: 1.0000e-03 eta: 3:37:53 time: 0.1492 data_time: 0.0039 loss: 0.9004 03/03 23:28:00 - mmengine - INFO - Epoch(train) [83][1400/5005] lr: 1.0000e-03 eta: 3:37:38 time: 0.1472 data_time: 0.0041 loss: 0.8858 03/03 23:28:15 - mmengine - INFO - Epoch(train) [83][1500/5005] lr: 1.0000e-03 eta: 3:37:23 time: 0.1409 data_time: 0.0040 loss: 0.7842 03/03 23:28:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:28:29 - mmengine - INFO - Epoch(train) [83][1600/5005] lr: 1.0000e-03 eta: 3:37:09 time: 0.1470 data_time: 0.0041 loss: 0.8236 03/03 23:28:45 - mmengine - INFO - Epoch(train) [83][1700/5005] lr: 1.0000e-03 eta: 3:36:54 time: 0.1474 data_time: 0.0040 loss: 0.6957 03/03 23:29:00 - mmengine - INFO - Epoch(train) [83][1800/5005] lr: 1.0000e-03 eta: 3:36:39 time: 0.1525 data_time: 0.0042 loss: 0.8590 03/03 23:29:15 - mmengine - INFO - Epoch(train) [83][1900/5005] lr: 1.0000e-03 eta: 3:36:25 time: 0.1506 data_time: 0.0038 loss: 0.8124 03/03 23:29:31 - mmengine - INFO - Epoch(train) [83][2000/5005] lr: 1.0000e-03 eta: 3:36:10 time: 0.1533 data_time: 0.0039 loss: 0.7778 03/03 23:29:47 - mmengine - INFO - Epoch(train) [83][2100/5005] lr: 1.0000e-03 eta: 3:35:56 time: 0.1545 data_time: 0.0037 loss: 0.8666 03/03 23:30:02 - mmengine - INFO - Epoch(train) [83][2200/5005] lr: 1.0000e-03 eta: 3:35:41 time: 0.1468 data_time: 0.0041 loss: 0.6613 03/03 23:30:17 - mmengine - INFO - Epoch(train) [83][2300/5005] lr: 1.0000e-03 eta: 3:35:26 time: 0.1545 data_time: 0.0039 loss: 0.7889 03/03 23:30:32 - mmengine - INFO - Epoch(train) [83][2400/5005] lr: 1.0000e-03 eta: 3:35:12 time: 0.1466 data_time: 0.0038 loss: 0.8370 03/03 23:30:47 - mmengine - INFO - Epoch(train) [83][2500/5005] lr: 1.0000e-03 eta: 3:34:57 time: 0.1471 data_time: 0.0039 loss: 0.7471 03/03 23:31:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:31:02 - mmengine - INFO - Epoch(train) [83][2600/5005] lr: 1.0000e-03 eta: 3:34:42 time: 0.1481 data_time: 0.0040 loss: 0.7557 03/03 23:31:17 - mmengine - INFO - Epoch(train) [83][2700/5005] lr: 1.0000e-03 eta: 3:34:27 time: 0.1449 data_time: 0.0038 loss: 0.8643 03/03 23:31:32 - mmengine - INFO - Epoch(train) [83][2800/5005] lr: 1.0000e-03 eta: 3:34:13 time: 0.1471 data_time: 0.0043 loss: 0.6802 03/03 23:31:47 - mmengine - INFO - Epoch(train) [83][2900/5005] lr: 1.0000e-03 eta: 3:33:58 time: 0.1474 data_time: 0.0039 loss: 0.9457 03/03 23:32:02 - mmengine - INFO - Epoch(train) [83][3000/5005] lr: 1.0000e-03 eta: 3:33:43 time: 0.1518 data_time: 0.0041 loss: 0.8026 03/03 23:32:17 - mmengine - INFO - Epoch(train) [83][3100/5005] lr: 1.0000e-03 eta: 3:33:29 time: 0.1978 data_time: 0.0039 loss: 0.9210 03/03 23:32:31 - mmengine - INFO - Epoch(train) [83][3200/5005] lr: 1.0000e-03 eta: 3:33:14 time: 0.1430 data_time: 0.0041 loss: 0.8934 03/03 23:32:46 - mmengine - INFO - Epoch(train) [83][3300/5005] lr: 1.0000e-03 eta: 3:32:59 time: 0.1422 data_time: 0.0038 loss: 0.7387 03/03 23:33:01 - mmengine - INFO - Epoch(train) [83][3400/5005] lr: 1.0000e-03 eta: 3:32:44 time: 0.1470 data_time: 0.0039 loss: 0.7192 03/03 23:33:16 - mmengine - INFO - Epoch(train) [83][3500/5005] lr: 1.0000e-03 eta: 3:32:30 time: 0.1471 data_time: 0.0041 loss: 0.8401 03/03 23:33:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:33:31 - mmengine - INFO - Epoch(train) [83][3600/5005] lr: 1.0000e-03 eta: 3:32:15 time: 0.1474 data_time: 0.0043 loss: 0.8395 03/03 23:33:47 - mmengine - INFO - Epoch(train) [83][3700/5005] lr: 1.0000e-03 eta: 3:32:00 time: 0.1583 data_time: 0.0040 loss: 0.8627 03/03 23:34:03 - mmengine - INFO - Epoch(train) [83][3800/5005] lr: 1.0000e-03 eta: 3:31:46 time: 0.1554 data_time: 0.0036 loss: 0.8851 03/03 23:34:18 - mmengine - INFO - Epoch(train) [83][3900/5005] lr: 1.0000e-03 eta: 3:31:31 time: 0.1457 data_time: 0.0041 loss: 0.7352 03/03 23:34:33 - mmengine - INFO - Epoch(train) [83][4000/5005] lr: 1.0000e-03 eta: 3:31:16 time: 0.1455 data_time: 0.0040 loss: 0.6893 03/03 23:34:48 - mmengine - INFO - Epoch(train) [83][4100/5005] lr: 1.0000e-03 eta: 3:31:02 time: 0.1595 data_time: 0.0039 loss: 0.9463 03/03 23:35:02 - mmengine - INFO - Epoch(train) [83][4200/5005] lr: 1.0000e-03 eta: 3:30:47 time: 0.1417 data_time: 0.0042 loss: 0.7831 03/03 23:35:17 - mmengine - INFO - Epoch(train) [83][4300/5005] lr: 1.0000e-03 eta: 3:30:32 time: 0.1461 data_time: 0.0043 loss: 0.8348 03/03 23:35:32 - mmengine - INFO - Epoch(train) [83][4400/5005] lr: 1.0000e-03 eta: 3:30:17 time: 0.1457 data_time: 0.0039 loss: 0.8200 03/03 23:35:48 - mmengine - INFO - Epoch(train) [83][4500/5005] lr: 1.0000e-03 eta: 3:30:03 time: 0.1947 data_time: 0.0040 loss: 0.8664 03/03 23:36:01 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:36:03 - mmengine - INFO - Epoch(train) [83][4600/5005] lr: 1.0000e-03 eta: 3:29:48 time: 0.1509 data_time: 0.0043 loss: 0.7469 03/03 23:36:18 - mmengine - INFO - Epoch(train) [83][4700/5005] lr: 1.0000e-03 eta: 3:29:34 time: 0.1490 data_time: 0.0038 loss: 0.8321 03/03 23:36:33 - mmengine - INFO - Epoch(train) [83][4800/5005] lr: 1.0000e-03 eta: 3:29:19 time: 0.1706 data_time: 0.0040 loss: 0.8167 03/03 23:36:49 - mmengine - INFO - Epoch(train) [83][4900/5005] lr: 1.0000e-03 eta: 3:29:04 time: 0.1515 data_time: 0.0040 loss: 0.6971 03/03 23:37:04 - mmengine - INFO - Epoch(train) [83][5000/5005] lr: 1.0000e-03 eta: 3:28:50 time: 0.1516 data_time: 0.0049 loss: 0.8374 03/03 23:37:05 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:37:05 - mmengine - INFO - Saving checkpoint at 83 epochs 03/03 23:37:13 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:06 time: 0.0591 data_time: 0.0412 03/03 23:37:42 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 77.0880 accuracy/top5: 93.4660 03/03 23:37:59 - mmengine - INFO - Epoch(train) [84][ 100/5005] lr: 1.0000e-03 eta: 3:28:34 time: 0.1555 data_time: 0.0040 loss: 0.7705 03/03 23:38:14 - mmengine - INFO - Epoch(train) [84][ 200/5005] lr: 1.0000e-03 eta: 3:28:20 time: 0.1518 data_time: 0.0041 loss: 0.8985 03/03 23:38:29 - mmengine - INFO - Epoch(train) [84][ 300/5005] lr: 1.0000e-03 eta: 3:28:05 time: 0.1484 data_time: 0.0039 loss: 0.8910 03/03 23:38:44 - mmengine - INFO - Epoch(train) [84][ 400/5005] lr: 1.0000e-03 eta: 3:27:50 time: 0.1523 data_time: 0.0043 loss: 0.7528 03/03 23:38:59 - mmengine - INFO - Epoch(train) [84][ 500/5005] lr: 1.0000e-03 eta: 3:27:36 time: 0.1440 data_time: 0.0038 loss: 0.7908 03/03 23:39:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:39:14 - mmengine - INFO - Epoch(train) [84][ 600/5005] lr: 1.0000e-03 eta: 3:27:21 time: 0.1427 data_time: 0.0035 loss: 0.7453 03/03 23:39:29 - mmengine - INFO - Epoch(train) [84][ 700/5005] lr: 1.0000e-03 eta: 3:27:06 time: 0.1465 data_time: 0.0038 loss: 0.7879 03/03 23:39:43 - mmengine - INFO - Epoch(train) [84][ 800/5005] lr: 1.0000e-03 eta: 3:26:51 time: 0.1447 data_time: 0.0039 loss: 0.9681 03/03 23:39:58 - mmengine - INFO - Epoch(train) [84][ 900/5005] lr: 1.0000e-03 eta: 3:26:37 time: 0.1450 data_time: 0.0039 loss: 0.9674 03/03 23:40:13 - mmengine - INFO - Epoch(train) [84][1000/5005] lr: 1.0000e-03 eta: 3:26:22 time: 0.1377 data_time: 0.0037 loss: 0.9022 03/03 23:40:28 - mmengine - INFO - Epoch(train) [84][1100/5005] lr: 1.0000e-03 eta: 3:26:07 time: 0.1472 data_time: 0.0036 loss: 0.8224 03/03 23:40:43 - mmengine - INFO - Epoch(train) [84][1200/5005] lr: 1.0000e-03 eta: 3:25:53 time: 0.1487 data_time: 0.0039 loss: 0.8044 03/03 23:40:58 - mmengine - INFO - Epoch(train) [84][1300/5005] lr: 1.0000e-03 eta: 3:25:38 time: 0.1458 data_time: 0.0040 loss: 0.6978 03/03 23:41:13 - mmengine - INFO - Epoch(train) [84][1400/5005] lr: 1.0000e-03 eta: 3:25:23 time: 0.1518 data_time: 0.0038 loss: 0.8711 03/03 23:41:28 - mmengine - INFO - Epoch(train) [84][1500/5005] lr: 1.0000e-03 eta: 3:25:08 time: 0.1452 data_time: 0.0038 loss: 0.7711 03/03 23:41:41 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:41:43 - mmengine - INFO - Epoch(train) [84][1600/5005] lr: 1.0000e-03 eta: 3:24:54 time: 0.1577 data_time: 0.0038 loss: 0.7720 03/03 23:41:59 - mmengine - INFO - Epoch(train) [84][1700/5005] lr: 1.0000e-03 eta: 3:24:39 time: 0.1345 data_time: 0.0039 loss: 0.8683 03/03 23:42:14 - mmengine - INFO - Epoch(train) [84][1800/5005] lr: 1.0000e-03 eta: 3:24:24 time: 0.1472 data_time: 0.0038 loss: 0.8959 03/03 23:42:29 - mmengine - INFO - Epoch(train) [84][1900/5005] lr: 1.0000e-03 eta: 3:24:10 time: 0.1402 data_time: 0.0042 loss: 1.0098 03/03 23:42:44 - mmengine - INFO - Epoch(train) [84][2000/5005] lr: 1.0000e-03 eta: 3:23:55 time: 0.1476 data_time: 0.0040 loss: 0.8219 03/03 23:42:59 - mmengine - INFO - Epoch(train) [84][2100/5005] lr: 1.0000e-03 eta: 3:23:40 time: 0.1464 data_time: 0.0038 loss: 0.9940 03/03 23:43:14 - mmengine - INFO - Epoch(train) [84][2200/5005] lr: 1.0000e-03 eta: 3:23:26 time: 0.1614 data_time: 0.0035 loss: 0.8469 03/03 23:43:29 - mmengine - INFO - Epoch(train) [84][2300/5005] lr: 1.0000e-03 eta: 3:23:11 time: 0.1446 data_time: 0.0037 loss: 0.7995 03/03 23:43:44 - mmengine - INFO - Epoch(train) [84][2400/5005] lr: 1.0000e-03 eta: 3:22:56 time: 0.1474 data_time: 0.0039 loss: 0.7821 03/03 23:43:59 - mmengine - INFO - Epoch(train) [84][2500/5005] lr: 1.0000e-03 eta: 3:22:42 time: 0.1487 data_time: 0.0034 loss: 0.8144 03/03 23:44:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:44:14 - mmengine - INFO - Epoch(train) [84][2600/5005] lr: 1.0000e-03 eta: 3:22:27 time: 0.1406 data_time: 0.0038 loss: 0.8452 03/03 23:44:28 - mmengine - INFO - Epoch(train) [84][2700/5005] lr: 1.0000e-03 eta: 3:22:12 time: 0.1533 data_time: 0.0038 loss: 0.7864 03/03 23:44:44 - mmengine - INFO - Epoch(train) [84][2800/5005] lr: 1.0000e-03 eta: 3:21:57 time: 0.1438 data_time: 0.0041 loss: 0.9423 03/03 23:44:59 - mmengine - INFO - Epoch(train) [84][2900/5005] lr: 1.0000e-03 eta: 3:21:43 time: 0.1469 data_time: 0.0039 loss: 0.8523 03/03 23:45:13 - mmengine - INFO - Epoch(train) [84][3000/5005] lr: 1.0000e-03 eta: 3:21:28 time: 0.1413 data_time: 0.0034 loss: 0.7050 03/03 23:45:28 - mmengine - INFO - Epoch(train) [84][3100/5005] lr: 1.0000e-03 eta: 3:21:13 time: 0.1368 data_time: 0.0040 loss: 0.7846 03/03 23:45:42 - mmengine - INFO - Epoch(train) [84][3200/5005] lr: 1.0000e-03 eta: 3:20:58 time: 0.1434 data_time: 0.0037 loss: 0.9726 03/03 23:45:57 - mmengine - INFO - Epoch(train) [84][3300/5005] lr: 1.0000e-03 eta: 3:20:43 time: 0.1378 data_time: 0.0040 loss: 0.6966 03/03 23:46:12 - mmengine - INFO - Epoch(train) [84][3400/5005] lr: 1.0000e-03 eta: 3:20:29 time: 0.1750 data_time: 0.0038 loss: 0.6706 03/03 23:46:26 - mmengine - INFO - Epoch(train) [84][3500/5005] lr: 1.0000e-03 eta: 3:20:14 time: 0.1466 data_time: 0.0040 loss: 0.8997 03/03 23:46:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:46:42 - mmengine - INFO - Epoch(train) [84][3600/5005] lr: 1.0000e-03 eta: 3:19:59 time: 0.1591 data_time: 0.0037 loss: 0.9987 03/03 23:46:57 - mmengine - INFO - Epoch(train) [84][3700/5005] lr: 1.0000e-03 eta: 3:19:45 time: 0.1435 data_time: 0.0040 loss: 0.6561 03/03 23:47:12 - mmengine - INFO - Epoch(train) [84][3800/5005] lr: 1.0000e-03 eta: 3:19:30 time: 0.1468 data_time: 0.0040 loss: 0.7826 03/03 23:47:26 - mmengine - INFO - Epoch(train) [84][3900/5005] lr: 1.0000e-03 eta: 3:19:15 time: 0.1419 data_time: 0.0040 loss: 0.8283 03/03 23:47:42 - mmengine - INFO - Epoch(train) [84][4000/5005] lr: 1.0000e-03 eta: 3:19:01 time: 0.1519 data_time: 0.0035 loss: 0.8363 03/03 23:47:57 - mmengine - INFO - Epoch(train) [84][4100/5005] lr: 1.0000e-03 eta: 3:18:46 time: 0.1445 data_time: 0.0040 loss: 0.6441 03/03 23:48:13 - mmengine - INFO - Epoch(train) [84][4200/5005] lr: 1.0000e-03 eta: 3:18:31 time: 0.1540 data_time: 0.0037 loss: 0.8333 03/03 23:48:28 - mmengine - INFO - Epoch(train) [84][4300/5005] lr: 1.0000e-03 eta: 3:18:17 time: 0.1573 data_time: 0.0041 loss: 0.9298 03/03 23:48:44 - mmengine - INFO - Epoch(train) [84][4400/5005] lr: 1.0000e-03 eta: 3:18:02 time: 0.1477 data_time: 0.0039 loss: 0.7595 03/03 23:48:59 - mmengine - INFO - Epoch(train) [84][4500/5005] lr: 1.0000e-03 eta: 3:17:47 time: 0.1643 data_time: 0.0038 loss: 0.6900 03/03 23:49:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:49:15 - mmengine - INFO - Epoch(train) [84][4600/5005] lr: 1.0000e-03 eta: 3:17:33 time: 0.1542 data_time: 0.0040 loss: 0.8474 03/03 23:49:31 - mmengine - INFO - Epoch(train) [84][4700/5005] lr: 1.0000e-03 eta: 3:17:18 time: 0.1440 data_time: 0.0038 loss: 0.8646 03/03 23:49:45 - mmengine - INFO - Epoch(train) [84][4800/5005] lr: 1.0000e-03 eta: 3:17:04 time: 0.1471 data_time: 0.0041 loss: 0.9233 03/03 23:50:00 - mmengine - INFO - Epoch(train) [84][4900/5005] lr: 1.0000e-03 eta: 3:16:49 time: 0.1399 data_time: 0.0039 loss: 0.5966 03/03 23:50:15 - mmengine - INFO - Epoch(train) [84][5000/5005] lr: 1.0000e-03 eta: 3:16:34 time: 0.1495 data_time: 0.0051 loss: 0.8707 03/03 23:50:15 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:50:16 - mmengine - INFO - Saving checkpoint at 84 epochs 03/03 23:50:24 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:06 time: 0.0652 data_time: 0.0474 03/03 23:50:53 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 77.2400 accuracy/top5: 93.4180 03/03 23:51:08 - mmengine - INFO - Epoch(train) [85][ 100/5005] lr: 1.0000e-03 eta: 3:16:19 time: 0.1544 data_time: 0.0038 loss: 0.8766 03/03 23:51:24 - mmengine - INFO - Epoch(train) [85][ 200/5005] lr: 1.0000e-03 eta: 3:16:04 time: 0.1525 data_time: 0.0041 loss: 0.8775 03/03 23:51:39 - mmengine - INFO - Epoch(train) [85][ 300/5005] lr: 1.0000e-03 eta: 3:15:49 time: 0.1465 data_time: 0.0039 loss: 0.8102 03/03 23:51:55 - mmengine - INFO - Epoch(train) [85][ 400/5005] lr: 1.0000e-03 eta: 3:15:35 time: 0.1468 data_time: 0.0040 loss: 0.6369 03/03 23:52:10 - mmengine - INFO - Epoch(train) [85][ 500/5005] lr: 1.0000e-03 eta: 3:15:20 time: 0.1520 data_time: 0.0044 loss: 0.7625 03/03 23:52:22 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:52:25 - mmengine - INFO - Epoch(train) [85][ 600/5005] lr: 1.0000e-03 eta: 3:15:05 time: 0.1477 data_time: 0.0038 loss: 0.8407 03/03 23:52:40 - mmengine - INFO - Epoch(train) [85][ 700/5005] lr: 1.0000e-03 eta: 3:14:51 time: 0.1710 data_time: 0.0040 loss: 0.9080 03/03 23:52:55 - mmengine - INFO - Epoch(train) [85][ 800/5005] lr: 1.0000e-03 eta: 3:14:36 time: 0.1522 data_time: 0.0043 loss: 0.8989 03/03 23:53:10 - mmengine - INFO - Epoch(train) [85][ 900/5005] lr: 1.0000e-03 eta: 3:14:21 time: 0.1477 data_time: 0.0041 loss: 0.9068 03/03 23:53:24 - mmengine - INFO - Epoch(train) [85][1000/5005] lr: 1.0000e-03 eta: 3:14:07 time: 0.1430 data_time: 0.0041 loss: 0.8423 03/03 23:53:39 - mmengine - INFO - Epoch(train) [85][1100/5005] lr: 1.0000e-03 eta: 3:13:52 time: 0.1463 data_time: 0.0043 loss: 0.7991 03/03 23:53:54 - mmengine - INFO - Epoch(train) [85][1200/5005] lr: 1.0000e-03 eta: 3:13:37 time: 0.1454 data_time: 0.0044 loss: 0.6980 03/03 23:54:09 - mmengine - INFO - Epoch(train) [85][1300/5005] lr: 1.0000e-03 eta: 3:13:22 time: 0.1430 data_time: 0.0041 loss: 0.9373 03/03 23:54:24 - mmengine - INFO - Epoch(train) [85][1400/5005] lr: 1.0000e-03 eta: 3:13:08 time: 0.1752 data_time: 0.0041 loss: 0.7206 03/03 23:54:39 - mmengine - INFO - Epoch(train) [85][1500/5005] lr: 1.0000e-03 eta: 3:12:53 time: 0.1450 data_time: 0.0042 loss: 0.7850 03/03 23:54:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:54:54 - mmengine - INFO - Epoch(train) [85][1600/5005] lr: 1.0000e-03 eta: 3:12:38 time: 0.1403 data_time: 0.0039 loss: 0.8299 03/03 23:55:08 - mmengine - INFO - Epoch(train) [85][1700/5005] lr: 1.0000e-03 eta: 3:12:23 time: 0.1480 data_time: 0.0042 loss: 0.7731 03/03 23:55:24 - mmengine - INFO - Epoch(train) [85][1800/5005] lr: 1.0000e-03 eta: 3:12:09 time: 0.1474 data_time: 0.0042 loss: 0.9647 03/03 23:55:39 - mmengine - INFO - Epoch(train) [85][1900/5005] lr: 1.0000e-03 eta: 3:11:54 time: 0.1490 data_time: 0.0039 loss: 0.7018 03/03 23:55:54 - mmengine - INFO - Epoch(train) [85][2000/5005] lr: 1.0000e-03 eta: 3:11:39 time: 0.1468 data_time: 0.0046 loss: 0.7943 03/03 23:56:09 - mmengine - INFO - Epoch(train) [85][2100/5005] lr: 1.0000e-03 eta: 3:11:25 time: 0.1555 data_time: 0.0034 loss: 0.9470 03/03 23:56:25 - mmengine - INFO - Epoch(train) [85][2200/5005] lr: 1.0000e-03 eta: 3:11:10 time: 0.1535 data_time: 0.0041 loss: 0.8933 03/03 23:56:40 - mmengine - INFO - Epoch(train) [85][2300/5005] lr: 1.0000e-03 eta: 3:10:55 time: 0.1531 data_time: 0.0040 loss: 0.8293 03/03 23:56:56 - mmengine - INFO - Epoch(train) [85][2400/5005] lr: 1.0000e-03 eta: 3:10:41 time: 0.1562 data_time: 0.0038 loss: 0.7678 03/03 23:57:12 - mmengine - INFO - Epoch(train) [85][2500/5005] lr: 1.0000e-03 eta: 3:10:26 time: 0.1424 data_time: 0.0043 loss: 0.7624 03/03 23:57:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/03 23:57:26 - mmengine - INFO - Epoch(train) [85][2600/5005] lr: 1.0000e-03 eta: 3:10:12 time: 0.1460 data_time: 0.0045 loss: 0.8019 03/03 23:57:41 - mmengine - INFO - Epoch(train) [85][2700/5005] lr: 1.0000e-03 eta: 3:09:57 time: 0.1448 data_time: 0.0042 loss: 0.8128 03/03 23:57:56 - mmengine - INFO - Epoch(train) [85][2800/5005] lr: 1.0000e-03 eta: 3:09:42 time: 0.1432 data_time: 0.0043 loss: 0.8641 03/03 23:58:11 - mmengine - INFO - Epoch(train) [85][2900/5005] lr: 1.0000e-03 eta: 3:09:27 time: 0.1554 data_time: 0.0043 loss: 0.8327 03/03 23:58:27 - mmengine - INFO - Epoch(train) [85][3000/5005] lr: 1.0000e-03 eta: 3:09:13 time: 0.1467 data_time: 0.0036 loss: 0.7974 03/03 23:58:42 - mmengine - INFO - Epoch(train) [85][3100/5005] lr: 1.0000e-03 eta: 3:08:58 time: 0.1755 data_time: 0.0038 loss: 0.7544 03/03 23:58:57 - mmengine - INFO - Epoch(train) [85][3200/5005] lr: 1.0000e-03 eta: 3:08:43 time: 0.1552 data_time: 0.0040 loss: 0.6514 03/03 23:59:13 - mmengine - INFO - Epoch(train) [85][3300/5005] lr: 1.0000e-03 eta: 3:08:29 time: 0.1458 data_time: 0.0042 loss: 0.7465 03/03 23:59:29 - mmengine - INFO - Epoch(train) [85][3400/5005] lr: 1.0000e-03 eta: 3:08:14 time: 0.1523 data_time: 0.0038 loss: 0.6958 03/03 23:59:44 - mmengine - INFO - Epoch(train) [85][3500/5005] lr: 1.0000e-03 eta: 3:08:00 time: 0.1558 data_time: 0.0041 loss: 0.9343 03/03 23:59:57 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:00:00 - mmengine - INFO - Epoch(train) [85][3600/5005] lr: 1.0000e-03 eta: 3:07:45 time: 0.1536 data_time: 0.0041 loss: 0.8269 03/04 00:00:16 - mmengine - INFO - Epoch(train) [85][3700/5005] lr: 1.0000e-03 eta: 3:07:30 time: 0.1783 data_time: 0.0038 loss: 0.6677 03/04 00:00:30 - mmengine - INFO - Epoch(train) [85][3800/5005] lr: 1.0000e-03 eta: 3:07:16 time: 0.1426 data_time: 0.0043 loss: 0.7920 03/04 00:00:46 - mmengine - INFO - Epoch(train) [85][3900/5005] lr: 1.0000e-03 eta: 3:07:01 time: 0.1722 data_time: 0.0041 loss: 0.8830 03/04 00:01:01 - mmengine - INFO - Epoch(train) [85][4000/5005] lr: 1.0000e-03 eta: 3:06:46 time: 0.1446 data_time: 0.0037 loss: 0.7113 03/04 00:01:16 - mmengine - INFO - Epoch(train) [85][4100/5005] lr: 1.0000e-03 eta: 3:06:32 time: 0.1429 data_time: 0.0046 loss: 0.6874 03/04 00:01:30 - mmengine - INFO - Epoch(train) [85][4200/5005] lr: 1.0000e-03 eta: 3:06:17 time: 0.1456 data_time: 0.0036 loss: 0.9016 03/04 00:01:45 - mmengine - INFO - Epoch(train) [85][4300/5005] lr: 1.0000e-03 eta: 3:06:02 time: 0.1463 data_time: 0.0041 loss: 0.8199 03/04 00:02:01 - mmengine - INFO - Epoch(train) [85][4400/5005] lr: 1.0000e-03 eta: 3:05:48 time: 0.1499 data_time: 0.0042 loss: 0.7898 03/04 00:02:16 - mmengine - INFO - Epoch(train) [85][4500/5005] lr: 1.0000e-03 eta: 3:05:33 time: 0.1683 data_time: 0.0038 loss: 0.7207 03/04 00:02:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:02:32 - mmengine - INFO - Epoch(train) [85][4600/5005] lr: 1.0000e-03 eta: 3:05:18 time: 0.1493 data_time: 0.0040 loss: 0.7701 03/04 00:02:46 - mmengine - INFO - Epoch(train) [85][4700/5005] lr: 1.0000e-03 eta: 3:05:04 time: 0.1474 data_time: 0.0040 loss: 0.7223 03/04 00:03:01 - mmengine - INFO - Epoch(train) [85][4800/5005] lr: 1.0000e-03 eta: 3:04:49 time: 0.1468 data_time: 0.0041 loss: 0.7550 03/04 00:03:16 - mmengine - INFO - Epoch(train) [85][4900/5005] lr: 1.0000e-03 eta: 3:04:34 time: 0.1534 data_time: 0.0040 loss: 0.8794 03/04 00:03:31 - mmengine - INFO - Epoch(train) [85][5000/5005] lr: 1.0000e-03 eta: 3:04:19 time: 0.1421 data_time: 0.0048 loss: 0.8894 03/04 00:03:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:03:33 - mmengine - INFO - Saving checkpoint at 85 epochs 03/04 00:03:41 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:06 time: 0.0652 data_time: 0.0475 03/04 00:04:09 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 77.0340 accuracy/top5: 93.4060 03/04 00:04:25 - mmengine - INFO - Epoch(train) [86][ 100/5005] lr: 1.0000e-03 eta: 3:04:04 time: 0.1725 data_time: 0.0041 loss: 0.8818 03/04 00:04:41 - mmengine - INFO - Epoch(train) [86][ 200/5005] lr: 1.0000e-03 eta: 3:03:49 time: 0.1428 data_time: 0.0039 loss: 0.7875 03/04 00:04:55 - mmengine - INFO - Epoch(train) [86][ 300/5005] lr: 1.0000e-03 eta: 3:03:35 time: 0.1405 data_time: 0.0037 loss: 0.9535 03/04 00:05:10 - mmengine - INFO - Epoch(train) [86][ 400/5005] lr: 1.0000e-03 eta: 3:03:20 time: 0.1495 data_time: 0.0038 loss: 0.7913 03/04 00:05:26 - mmengine - INFO - Epoch(train) [86][ 500/5005] lr: 1.0000e-03 eta: 3:03:05 time: 0.1477 data_time: 0.0044 loss: 0.9036 03/04 00:05:37 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:05:41 - mmengine - INFO - Epoch(train) [86][ 600/5005] lr: 1.0000e-03 eta: 3:02:51 time: 0.1487 data_time: 0.0043 loss: 0.9017 03/04 00:05:56 - mmengine - INFO - Epoch(train) [86][ 700/5005] lr: 1.0000e-03 eta: 3:02:36 time: 0.1492 data_time: 0.0039 loss: 0.7977 03/04 00:06:11 - mmengine - INFO - Epoch(train) [86][ 800/5005] lr: 1.0000e-03 eta: 3:02:21 time: 0.1510 data_time: 0.0043 loss: 1.0491 03/04 00:06:26 - mmengine - INFO - Epoch(train) [86][ 900/5005] lr: 1.0000e-03 eta: 3:02:07 time: 0.1480 data_time: 0.0039 loss: 0.6881 03/04 00:06:42 - mmengine - INFO - Epoch(train) [86][1000/5005] lr: 1.0000e-03 eta: 3:01:52 time: 0.1565 data_time: 0.0041 loss: 0.7027 03/04 00:06:58 - mmengine - INFO - Epoch(train) [86][1100/5005] lr: 1.0000e-03 eta: 3:01:37 time: 0.1542 data_time: 0.0040 loss: 0.7059 03/04 00:07:13 - mmengine - INFO - Epoch(train) [86][1200/5005] lr: 1.0000e-03 eta: 3:01:23 time: 0.1534 data_time: 0.0039 loss: 0.7904 03/04 00:07:29 - mmengine - INFO - Epoch(train) [86][1300/5005] lr: 1.0000e-03 eta: 3:01:08 time: 0.1505 data_time: 0.0041 loss: 0.7224 03/04 00:07:44 - mmengine - INFO - Epoch(train) [86][1400/5005] lr: 1.0000e-03 eta: 3:00:54 time: 0.1716 data_time: 0.0038 loss: 0.7972 03/04 00:08:00 - mmengine - INFO - Epoch(train) [86][1500/5005] lr: 1.0000e-03 eta: 3:00:39 time: 0.1545 data_time: 0.0038 loss: 0.7598 03/04 00:08:12 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:08:16 - mmengine - INFO - Epoch(train) [86][1600/5005] lr: 1.0000e-03 eta: 3:00:24 time: 0.1486 data_time: 0.0040 loss: 0.6812 03/04 00:08:31 - mmengine - INFO - Epoch(train) [86][1700/5005] lr: 1.0000e-03 eta: 3:00:10 time: 0.1489 data_time: 0.0044 loss: 0.5795 03/04 00:08:46 - mmengine - INFO - Epoch(train) [86][1800/5005] lr: 1.0000e-03 eta: 2:59:55 time: 0.1489 data_time: 0.0041 loss: 1.0785 03/04 00:09:01 - mmengine - INFO - Epoch(train) [86][1900/5005] lr: 1.0000e-03 eta: 2:59:40 time: 0.1540 data_time: 0.0042 loss: 0.8702 03/04 00:09:17 - mmengine - INFO - Epoch(train) [86][2000/5005] lr: 1.0000e-03 eta: 2:59:26 time: 0.1537 data_time: 0.0041 loss: 0.8270 03/04 00:09:32 - mmengine - INFO - Epoch(train) [86][2100/5005] lr: 1.0000e-03 eta: 2:59:11 time: 0.1480 data_time: 0.0041 loss: 0.8643 03/04 00:09:47 - mmengine - INFO - Epoch(train) [86][2200/5005] lr: 1.0000e-03 eta: 2:58:56 time: 0.1491 data_time: 0.0040 loss: 0.7790 03/04 00:10:02 - mmengine - INFO - Epoch(train) [86][2300/5005] lr: 1.0000e-03 eta: 2:58:42 time: 0.1469 data_time: 0.0041 loss: 0.8434 03/04 00:10:17 - mmengine - INFO - Epoch(train) [86][2400/5005] lr: 1.0000e-03 eta: 2:58:27 time: 0.1474 data_time: 0.0039 loss: 0.7735 03/04 00:10:32 - mmengine - INFO - Epoch(train) [86][2500/5005] lr: 1.0000e-03 eta: 2:58:12 time: 0.1548 data_time: 0.0039 loss: 0.8170 03/04 00:10:43 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:10:47 - mmengine - INFO - Epoch(train) [86][2600/5005] lr: 1.0000e-03 eta: 2:57:57 time: 0.1480 data_time: 0.0037 loss: 0.9008 03/04 00:11:02 - mmengine - INFO - Epoch(train) [86][2700/5005] lr: 1.0000e-03 eta: 2:57:43 time: 0.1466 data_time: 0.0042 loss: 0.7144 03/04 00:11:18 - mmengine - INFO - Epoch(train) [86][2800/5005] lr: 1.0000e-03 eta: 2:57:28 time: 0.1492 data_time: 0.0040 loss: 0.7889 03/04 00:11:33 - mmengine - INFO - Epoch(train) [86][2900/5005] lr: 1.0000e-03 eta: 2:57:13 time: 0.1479 data_time: 0.0040 loss: 0.8323 03/04 00:11:47 - mmengine - INFO - Epoch(train) [86][3000/5005] lr: 1.0000e-03 eta: 2:56:59 time: 0.1467 data_time: 0.0039 loss: 0.7062 03/04 00:12:02 - mmengine - INFO - Epoch(train) [86][3100/5005] lr: 1.0000e-03 eta: 2:56:44 time: 0.1470 data_time: 0.0040 loss: 0.8000 03/04 00:12:17 - mmengine - INFO - Epoch(train) [86][3200/5005] lr: 1.0000e-03 eta: 2:56:29 time: 0.1467 data_time: 0.0042 loss: 0.7183 03/04 00:12:33 - mmengine - INFO - Epoch(train) [86][3300/5005] lr: 1.0000e-03 eta: 2:56:15 time: 0.1486 data_time: 0.0042 loss: 0.7830 03/04 00:12:47 - mmengine - INFO - Epoch(train) [86][3400/5005] lr: 1.0000e-03 eta: 2:56:00 time: 0.1433 data_time: 0.0040 loss: 0.8199 03/04 00:13:02 - mmengine - INFO - Epoch(train) [86][3500/5005] lr: 1.0000e-03 eta: 2:55:45 time: 0.1402 data_time: 0.0044 loss: 0.8817 03/04 00:13:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:13:17 - mmengine - INFO - Epoch(train) [86][3600/5005] lr: 1.0000e-03 eta: 2:55:30 time: 0.1468 data_time: 0.0043 loss: 0.8218 03/04 00:13:32 - mmengine - INFO - Epoch(train) [86][3700/5005] lr: 1.0000e-03 eta: 2:55:16 time: 0.1508 data_time: 0.0041 loss: 0.7412 03/04 00:13:47 - mmengine - INFO - Epoch(train) [86][3800/5005] lr: 1.0000e-03 eta: 2:55:01 time: 0.1473 data_time: 0.0042 loss: 1.0102 03/04 00:14:02 - mmengine - INFO - Epoch(train) [86][3900/5005] lr: 1.0000e-03 eta: 2:54:46 time: 0.1726 data_time: 0.0042 loss: 0.7209 03/04 00:14:17 - mmengine - INFO - Epoch(train) [86][4000/5005] lr: 1.0000e-03 eta: 2:54:31 time: 0.1483 data_time: 0.0046 loss: 0.7268 03/04 00:14:33 - mmengine - INFO - Epoch(train) [86][4100/5005] lr: 1.0000e-03 eta: 2:54:17 time: 0.1506 data_time: 0.0043 loss: 0.8051 03/04 00:14:49 - mmengine - INFO - Epoch(train) [86][4200/5005] lr: 1.0000e-03 eta: 2:54:02 time: 0.1539 data_time: 0.0045 loss: 0.8457 03/04 00:15:04 - mmengine - INFO - Epoch(train) [86][4300/5005] lr: 1.0000e-03 eta: 2:53:48 time: 0.1532 data_time: 0.0044 loss: 0.7115 03/04 00:15:19 - mmengine - INFO - Epoch(train) [86][4400/5005] lr: 1.0000e-03 eta: 2:53:33 time: 0.1463 data_time: 0.0046 loss: 0.9100 03/04 00:15:34 - mmengine - INFO - Epoch(train) [86][4500/5005] lr: 1.0000e-03 eta: 2:53:18 time: 0.1476 data_time: 0.0047 loss: 0.6888 03/04 00:15:46 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:15:50 - mmengine - INFO - Epoch(train) [86][4600/5005] lr: 1.0000e-03 eta: 2:53:04 time: 0.1435 data_time: 0.0042 loss: 0.7059 03/04 00:16:05 - mmengine - INFO - Epoch(train) [86][4700/5005] lr: 1.0000e-03 eta: 2:52:49 time: 0.1536 data_time: 0.0043 loss: 0.7203 03/04 00:16:20 - mmengine - INFO - Epoch(train) [86][4800/5005] lr: 1.0000e-03 eta: 2:52:34 time: 0.1500 data_time: 0.0044 loss: 0.8475 03/04 00:16:35 - mmengine - INFO - Epoch(train) [86][4900/5005] lr: 1.0000e-03 eta: 2:52:19 time: 0.1481 data_time: 0.0041 loss: 0.7922 03/04 00:16:50 - mmengine - INFO - Epoch(train) [86][5000/5005] lr: 1.0000e-03 eta: 2:52:05 time: 0.1523 data_time: 0.0052 loss: 0.7249 03/04 00:16:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:16:52 - mmengine - INFO - Saving checkpoint at 86 epochs 03/04 00:17:01 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:07 time: 0.0692 data_time: 0.0495 03/04 00:17:30 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 77.1000 accuracy/top5: 93.5660 03/04 00:17:46 - mmengine - INFO - Epoch(train) [87][ 100/5005] lr: 1.0000e-03 eta: 2:51:49 time: 0.1508 data_time: 0.0047 loss: 0.7322 03/04 00:18:02 - mmengine - INFO - Epoch(train) [87][ 200/5005] lr: 1.0000e-03 eta: 2:51:35 time: 0.1482 data_time: 0.0041 loss: 0.7995 03/04 00:18:17 - mmengine - INFO - Epoch(train) [87][ 300/5005] lr: 1.0000e-03 eta: 2:51:20 time: 0.1440 data_time: 0.0039 loss: 0.7844 03/04 00:18:32 - mmengine - INFO - Epoch(train) [87][ 400/5005] lr: 1.0000e-03 eta: 2:51:05 time: 0.1513 data_time: 0.0042 loss: 0.7179 03/04 00:18:48 - mmengine - INFO - Epoch(train) [87][ 500/5005] lr: 1.0000e-03 eta: 2:50:51 time: 0.1492 data_time: 0.0043 loss: 0.7849 03/04 00:18:58 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:19:03 - mmengine - INFO - Epoch(train) [87][ 600/5005] lr: 1.0000e-03 eta: 2:50:36 time: 0.1532 data_time: 0.0041 loss: 0.7615 03/04 00:19:19 - mmengine - INFO - Epoch(train) [87][ 700/5005] lr: 1.0000e-03 eta: 2:50:21 time: 0.1451 data_time: 0.0042 loss: 0.8691 03/04 00:19:33 - mmengine - INFO - Epoch(train) [87][ 800/5005] lr: 1.0000e-03 eta: 2:50:07 time: 0.1471 data_time: 0.0039 loss: 0.7120 03/04 00:19:49 - mmengine - INFO - Epoch(train) [87][ 900/5005] lr: 1.0000e-03 eta: 2:49:52 time: 0.1547 data_time: 0.0045 loss: 0.7240 03/04 00:20:05 - mmengine - INFO - Epoch(train) [87][1000/5005] lr: 1.0000e-03 eta: 2:49:38 time: 0.1818 data_time: 0.0044 loss: 0.7619 03/04 00:20:20 - mmengine - INFO - Epoch(train) [87][1100/5005] lr: 1.0000e-03 eta: 2:49:23 time: 0.1480 data_time: 0.0043 loss: 0.7607 03/04 00:20:35 - mmengine - INFO - Epoch(train) [87][1200/5005] lr: 1.0000e-03 eta: 2:49:08 time: 0.1432 data_time: 0.0039 loss: 0.7136 03/04 00:20:50 - mmengine - INFO - Epoch(train) [87][1300/5005] lr: 1.0000e-03 eta: 2:48:53 time: 0.1497 data_time: 0.0044 loss: 0.7929 03/04 00:21:06 - mmengine - INFO - Epoch(train) [87][1400/5005] lr: 1.0000e-03 eta: 2:48:39 time: 0.1509 data_time: 0.0042 loss: 0.7420 03/04 00:21:21 - mmengine - INFO - Epoch(train) [87][1500/5005] lr: 1.0000e-03 eta: 2:48:24 time: 0.1470 data_time: 0.0037 loss: 0.7363 03/04 00:21:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:21:36 - mmengine - INFO - Epoch(train) [87][1600/5005] lr: 1.0000e-03 eta: 2:48:09 time: 0.1450 data_time: 0.0038 loss: 0.7994 03/04 00:21:51 - mmengine - INFO - Epoch(train) [87][1700/5005] lr: 1.0000e-03 eta: 2:47:55 time: 0.1456 data_time: 0.0042 loss: 0.8175 03/04 00:22:07 - mmengine - INFO - Epoch(train) [87][1800/5005] lr: 1.0000e-03 eta: 2:47:40 time: 0.1500 data_time: 0.0041 loss: 0.8742 03/04 00:22:21 - mmengine - INFO - Epoch(train) [87][1900/5005] lr: 1.0000e-03 eta: 2:47:25 time: 0.1461 data_time: 0.0040 loss: 0.7592 03/04 00:22:36 - mmengine - INFO - Epoch(train) [87][2000/5005] lr: 1.0000e-03 eta: 2:47:11 time: 0.1407 data_time: 0.0045 loss: 0.7610 03/04 00:22:50 - mmengine - INFO - Epoch(train) [87][2100/5005] lr: 1.0000e-03 eta: 2:46:56 time: 0.1458 data_time: 0.0040 loss: 0.6976 03/04 00:23:05 - mmengine - INFO - Epoch(train) [87][2200/5005] lr: 1.0000e-03 eta: 2:46:41 time: 0.1507 data_time: 0.0042 loss: 0.7394 03/04 00:23:21 - mmengine - INFO - Epoch(train) [87][2300/5005] lr: 1.0000e-03 eta: 2:46:26 time: 0.1478 data_time: 0.0044 loss: 0.6712 03/04 00:23:36 - mmengine - INFO - Epoch(train) [87][2400/5005] lr: 1.0000e-03 eta: 2:46:12 time: 0.1639 data_time: 0.0041 loss: 0.5947 03/04 00:23:52 - mmengine - INFO - Epoch(train) [87][2500/5005] lr: 1.0000e-03 eta: 2:45:57 time: 0.1527 data_time: 0.0042 loss: 0.7911 03/04 00:24:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:24:06 - mmengine - INFO - Epoch(train) [87][2600/5005] lr: 1.0000e-03 eta: 2:45:42 time: 0.1436 data_time: 0.0042 loss: 0.7320 03/04 00:24:21 - mmengine - INFO - Epoch(train) [87][2700/5005] lr: 1.0000e-03 eta: 2:45:27 time: 0.1451 data_time: 0.0041 loss: 0.7327 03/04 00:24:36 - mmengine - INFO - Epoch(train) [87][2800/5005] lr: 1.0000e-03 eta: 2:45:13 time: 0.1510 data_time: 0.0045 loss: 0.7479 03/04 00:24:52 - mmengine - INFO - Epoch(train) [87][2900/5005] lr: 1.0000e-03 eta: 2:44:58 time: 0.1479 data_time: 0.0040 loss: 0.7765 03/04 00:25:07 - mmengine - INFO - Epoch(train) [87][3000/5005] lr: 1.0000e-03 eta: 2:44:44 time: 0.1548 data_time: 0.0039 loss: 0.8073 03/04 00:25:23 - mmengine - INFO - Epoch(train) [87][3100/5005] lr: 1.0000e-03 eta: 2:44:29 time: 0.1465 data_time: 0.0037 loss: 0.7225 03/04 00:25:38 - mmengine - INFO - Epoch(train) [87][3200/5005] lr: 1.0000e-03 eta: 2:44:14 time: 0.1555 data_time: 0.0037 loss: 0.8257 03/04 00:25:53 - mmengine - INFO - Epoch(train) [87][3300/5005] lr: 1.0000e-03 eta: 2:43:59 time: 0.1535 data_time: 0.0037 loss: 0.8935 03/04 00:26:09 - mmengine - INFO - Epoch(train) [87][3400/5005] lr: 1.0000e-03 eta: 2:43:45 time: 0.1491 data_time: 0.0040 loss: 0.6478 03/04 00:26:24 - mmengine - INFO - Epoch(train) [87][3500/5005] lr: 1.0000e-03 eta: 2:43:30 time: 0.1500 data_time: 0.0039 loss: 0.7111 03/04 00:26:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:26:39 - mmengine - INFO - Epoch(train) [87][3600/5005] lr: 1.0000e-03 eta: 2:43:15 time: 0.1494 data_time: 0.0038 loss: 0.8185 03/04 00:26:55 - mmengine - INFO - Epoch(train) [87][3700/5005] lr: 1.0000e-03 eta: 2:43:01 time: 0.1538 data_time: 0.0042 loss: 0.8895 03/04 00:27:10 - mmengine - INFO - Epoch(train) [87][3800/5005] lr: 1.0000e-03 eta: 2:42:46 time: 0.1483 data_time: 0.0040 loss: 0.6030 03/04 00:27:25 - mmengine - INFO - Epoch(train) [87][3900/5005] lr: 1.0000e-03 eta: 2:42:31 time: 0.1453 data_time: 0.0039 loss: 0.9185 03/04 00:27:41 - mmengine - INFO - Epoch(train) [87][4000/5005] lr: 1.0000e-03 eta: 2:42:17 time: 0.1469 data_time: 0.0040 loss: 0.6856 03/04 00:27:56 - mmengine - INFO - Epoch(train) [87][4100/5005] lr: 1.0000e-03 eta: 2:42:02 time: 0.1515 data_time: 0.0041 loss: 0.8523 03/04 00:28:11 - mmengine - INFO - Epoch(train) [87][4200/5005] lr: 1.0000e-03 eta: 2:41:47 time: 0.1532 data_time: 0.0040 loss: 0.8019 03/04 00:28:27 - mmengine - INFO - Epoch(train) [87][4300/5005] lr: 1.0000e-03 eta: 2:41:33 time: 0.1527 data_time: 0.0039 loss: 0.6916 03/04 00:28:42 - mmengine - INFO - Epoch(train) [87][4400/5005] lr: 1.0000e-03 eta: 2:41:18 time: 0.1507 data_time: 0.0038 loss: 0.9019 03/04 00:28:58 - mmengine - INFO - Epoch(train) [87][4500/5005] lr: 1.0000e-03 eta: 2:41:03 time: 0.1514 data_time: 0.0036 loss: 0.7352 03/04 00:29:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:29:13 - mmengine - INFO - Epoch(train) [87][4600/5005] lr: 1.0000e-03 eta: 2:40:49 time: 0.1539 data_time: 0.0039 loss: 0.8409 03/04 00:29:28 - mmengine - INFO - Epoch(train) [87][4700/5005] lr: 1.0000e-03 eta: 2:40:34 time: 0.1484 data_time: 0.0039 loss: 0.8593 03/04 00:29:43 - mmengine - INFO - Epoch(train) [87][4800/5005] lr: 1.0000e-03 eta: 2:40:19 time: 0.1466 data_time: 0.0038 loss: 0.9884 03/04 00:29:59 - mmengine - INFO - Epoch(train) [87][4900/5005] lr: 1.0000e-03 eta: 2:40:05 time: 0.1588 data_time: 0.0038 loss: 0.8627 03/04 00:30:15 - mmengine - INFO - Epoch(train) [87][5000/5005] lr: 1.0000e-03 eta: 2:39:50 time: 0.1562 data_time: 0.0048 loss: 0.8829 03/04 00:30:16 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:30:16 - mmengine - INFO - Saving checkpoint at 87 epochs 03/04 00:30:24 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:06 time: 0.0595 data_time: 0.0402 03/04 00:30:54 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 76.9980 accuracy/top5: 93.3300 03/04 00:31:09 - mmengine - INFO - Epoch(train) [88][ 100/5005] lr: 1.0000e-03 eta: 2:39:35 time: 0.1479 data_time: 0.0045 loss: 0.8657 03/04 00:31:25 - mmengine - INFO - Epoch(train) [88][ 200/5005] lr: 1.0000e-03 eta: 2:39:20 time: 0.1511 data_time: 0.0040 loss: 0.7628 03/04 00:31:41 - mmengine - INFO - Epoch(train) [88][ 300/5005] lr: 1.0000e-03 eta: 2:39:06 time: 0.1517 data_time: 0.0043 loss: 0.9136 03/04 00:31:57 - mmengine - INFO - Epoch(train) [88][ 400/5005] lr: 1.0000e-03 eta: 2:38:51 time: 0.1512 data_time: 0.0044 loss: 0.8028 03/04 00:32:12 - mmengine - INFO - Epoch(train) [88][ 500/5005] lr: 1.0000e-03 eta: 2:38:36 time: 0.1394 data_time: 0.0043 loss: 0.7874 03/04 00:32:21 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:32:26 - mmengine - INFO - Epoch(train) [88][ 600/5005] lr: 1.0000e-03 eta: 2:38:21 time: 0.1442 data_time: 0.0043 loss: 0.7635 03/04 00:32:41 - mmengine - INFO - Epoch(train) [88][ 700/5005] lr: 1.0000e-03 eta: 2:38:07 time: 0.1481 data_time: 0.0045 loss: 0.8399 03/04 00:32:56 - mmengine - INFO - Epoch(train) [88][ 800/5005] lr: 1.0000e-03 eta: 2:37:52 time: 0.1468 data_time: 0.0044 loss: 0.8424 03/04 00:33:11 - mmengine - INFO - Epoch(train) [88][ 900/5005] lr: 1.0000e-03 eta: 2:37:37 time: 0.1490 data_time: 0.0044 loss: 0.6972 03/04 00:33:25 - mmengine - INFO - Epoch(train) [88][1000/5005] lr: 1.0000e-03 eta: 2:37:22 time: 0.1422 data_time: 0.0037 loss: 0.8524 03/04 00:33:40 - mmengine - INFO - Epoch(train) [88][1100/5005] lr: 1.0000e-03 eta: 2:37:08 time: 0.1415 data_time: 0.0037 loss: 0.8821 03/04 00:33:55 - mmengine - INFO - Epoch(train) [88][1200/5005] lr: 1.0000e-03 eta: 2:36:53 time: 0.1506 data_time: 0.0040 loss: 0.7696 03/04 00:34:11 - mmengine - INFO - Epoch(train) [88][1300/5005] lr: 1.0000e-03 eta: 2:36:38 time: 0.1550 data_time: 0.0039 loss: 0.6940 03/04 00:34:26 - mmengine - INFO - Epoch(train) [88][1400/5005] lr: 1.0000e-03 eta: 2:36:24 time: 0.1506 data_time: 0.0037 loss: 0.9808 03/04 00:34:42 - mmengine - INFO - Epoch(train) [88][1500/5005] lr: 1.0000e-03 eta: 2:36:09 time: 0.1505 data_time: 0.0037 loss: 0.7844 03/04 00:34:52 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:34:57 - mmengine - INFO - Epoch(train) [88][1600/5005] lr: 1.0000e-03 eta: 2:35:54 time: 0.1451 data_time: 0.0037 loss: 0.6867 03/04 00:35:13 - mmengine - INFO - Epoch(train) [88][1700/5005] lr: 1.0000e-03 eta: 2:35:40 time: 0.1546 data_time: 0.0039 loss: 0.6896 03/04 00:35:29 - mmengine - INFO - Epoch(train) [88][1800/5005] lr: 1.0000e-03 eta: 2:35:25 time: 0.1588 data_time: 0.0036 loss: 0.7566 03/04 00:35:45 - mmengine - INFO - Epoch(train) [88][1900/5005] lr: 1.0000e-03 eta: 2:35:10 time: 0.1479 data_time: 0.0039 loss: 0.6422 03/04 00:36:00 - mmengine - INFO - Epoch(train) [88][2000/5005] lr: 1.0000e-03 eta: 2:34:56 time: 0.1503 data_time: 0.0038 loss: 0.7256 03/04 00:36:15 - mmengine - INFO - Epoch(train) [88][2100/5005] lr: 1.0000e-03 eta: 2:34:41 time: 0.1438 data_time: 0.0035 loss: 0.8815 03/04 00:36:30 - mmengine - INFO - Epoch(train) [88][2200/5005] lr: 1.0000e-03 eta: 2:34:26 time: 0.1493 data_time: 0.0035 loss: 0.6975 03/04 00:36:45 - mmengine - INFO - Epoch(train) [88][2300/5005] lr: 1.0000e-03 eta: 2:34:12 time: 0.1464 data_time: 0.0036 loss: 0.7865 03/04 00:37:00 - mmengine - INFO - Epoch(train) [88][2400/5005] lr: 1.0000e-03 eta: 2:33:57 time: 0.1524 data_time: 0.0039 loss: 0.7492 03/04 00:37:16 - mmengine - INFO - Epoch(train) [88][2500/5005] lr: 1.0000e-03 eta: 2:33:42 time: 0.1531 data_time: 0.0044 loss: 0.7121 03/04 00:37:25 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:37:31 - mmengine - INFO - Epoch(train) [88][2600/5005] lr: 1.0000e-03 eta: 2:33:28 time: 0.1441 data_time: 0.0039 loss: 0.7846 03/04 00:37:45 - mmengine - INFO - Epoch(train) [88][2700/5005] lr: 1.0000e-03 eta: 2:33:13 time: 0.1470 data_time: 0.0040 loss: 0.7915 03/04 00:38:00 - mmengine - INFO - Epoch(train) [88][2800/5005] lr: 1.0000e-03 eta: 2:32:58 time: 0.1553 data_time: 0.0039 loss: 0.7884 03/04 00:38:16 - mmengine - INFO - Epoch(train) [88][2900/5005] lr: 1.0000e-03 eta: 2:32:43 time: 0.1562 data_time: 0.0046 loss: 0.7928 03/04 00:38:32 - mmengine - INFO - Epoch(train) [88][3000/5005] lr: 1.0000e-03 eta: 2:32:29 time: 0.1535 data_time: 0.0039 loss: 0.7882 03/04 00:38:47 - mmengine - INFO - Epoch(train) [88][3100/5005] lr: 1.0000e-03 eta: 2:32:14 time: 0.1462 data_time: 0.0038 loss: 0.8194 03/04 00:39:03 - mmengine - INFO - Epoch(train) [88][3200/5005] lr: 1.0000e-03 eta: 2:32:00 time: 0.1488 data_time: 0.0038 loss: 0.8549 03/04 00:39:19 - mmengine - INFO - Epoch(train) [88][3300/5005] lr: 1.0000e-03 eta: 2:31:45 time: 0.1710 data_time: 0.0037 loss: 0.8986 03/04 00:39:34 - mmengine - INFO - Epoch(train) [88][3400/5005] lr: 1.0000e-03 eta: 2:31:30 time: 0.1519 data_time: 0.0037 loss: 0.7519 03/04 00:39:49 - mmengine - INFO - Epoch(train) [88][3500/5005] lr: 1.0000e-03 eta: 2:31:16 time: 0.1541 data_time: 0.0048 loss: 0.7898 03/04 00:40:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:40:05 - mmengine - INFO - Epoch(train) [88][3600/5005] lr: 1.0000e-03 eta: 2:31:01 time: 0.1476 data_time: 0.0038 loss: 0.5595 03/04 00:40:20 - mmengine - INFO - Epoch(train) [88][3700/5005] lr: 1.0000e-03 eta: 2:30:46 time: 0.1450 data_time: 0.0038 loss: 0.7640 03/04 00:40:35 - mmengine - INFO - Epoch(train) [88][3800/5005] lr: 1.0000e-03 eta: 2:30:31 time: 0.1487 data_time: 0.0035 loss: 0.8561 03/04 00:40:49 - mmengine - INFO - Epoch(train) [88][3900/5005] lr: 1.0000e-03 eta: 2:30:17 time: 0.1447 data_time: 0.0038 loss: 0.7227 03/04 00:41:05 - mmengine - INFO - Epoch(train) [88][4000/5005] lr: 1.0000e-03 eta: 2:30:02 time: 0.1693 data_time: 0.0040 loss: 0.8057 03/04 00:41:20 - mmengine - INFO - Epoch(train) [88][4100/5005] lr: 1.0000e-03 eta: 2:29:47 time: 0.1475 data_time: 0.0039 loss: 0.7307 03/04 00:41:35 - mmengine - INFO - Epoch(train) [88][4200/5005] lr: 1.0000e-03 eta: 2:29:33 time: 0.1744 data_time: 0.0039 loss: 0.8095 03/04 00:41:51 - mmengine - INFO - Epoch(train) [88][4300/5005] lr: 1.0000e-03 eta: 2:29:18 time: 0.1539 data_time: 0.0040 loss: 0.6592 03/04 00:42:07 - mmengine - INFO - Epoch(train) [88][4400/5005] lr: 1.0000e-03 eta: 2:29:03 time: 0.1522 data_time: 0.0039 loss: 0.8198 03/04 00:42:22 - mmengine - INFO - Epoch(train) [88][4500/5005] lr: 1.0000e-03 eta: 2:28:49 time: 0.1560 data_time: 0.0039 loss: 0.8771 03/04 00:42:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:42:38 - mmengine - INFO - Epoch(train) [88][4600/5005] lr: 1.0000e-03 eta: 2:28:34 time: 0.1710 data_time: 0.0041 loss: 0.7103 03/04 00:42:53 - mmengine - INFO - Epoch(train) [88][4700/5005] lr: 1.0000e-03 eta: 2:28:19 time: 0.1476 data_time: 0.0039 loss: 0.7058 03/04 00:43:08 - mmengine - INFO - Epoch(train) [88][4800/5005] lr: 1.0000e-03 eta: 2:28:05 time: 0.1504 data_time: 0.0038 loss: 0.6417 03/04 00:43:23 - mmengine - INFO - Epoch(train) [88][4900/5005] lr: 1.0000e-03 eta: 2:27:50 time: 0.1514 data_time: 0.0041 loss: 0.8627 03/04 00:43:39 - mmengine - INFO - Epoch(train) [88][5000/5005] lr: 1.0000e-03 eta: 2:27:35 time: 0.1536 data_time: 0.0047 loss: 0.8631 03/04 00:43:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:43:40 - mmengine - INFO - Saving checkpoint at 88 epochs 03/04 00:43:48 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:06 time: 0.0682 data_time: 0.0496 03/04 00:44:17 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 77.0400 accuracy/top5: 93.3740 03/04 00:44:33 - mmengine - INFO - Epoch(train) [89][ 100/5005] lr: 1.0000e-03 eta: 2:27:20 time: 0.1526 data_time: 0.0040 loss: 0.8873 03/04 00:44:49 - mmengine - INFO - Epoch(train) [89][ 200/5005] lr: 1.0000e-03 eta: 2:27:05 time: 0.1620 data_time: 0.0042 loss: 0.6379 03/04 00:45:04 - mmengine - INFO - Epoch(train) [89][ 300/5005] lr: 1.0000e-03 eta: 2:26:51 time: 0.1523 data_time: 0.0040 loss: 0.7285 03/04 00:45:20 - mmengine - INFO - Epoch(train) [89][ 400/5005] lr: 1.0000e-03 eta: 2:26:36 time: 0.1531 data_time: 0.0040 loss: 0.7657 03/04 00:45:35 - mmengine - INFO - Epoch(train) [89][ 500/5005] lr: 1.0000e-03 eta: 2:26:21 time: 0.1488 data_time: 0.0041 loss: 0.9283 03/04 00:45:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:45:50 - mmengine - INFO - Epoch(train) [89][ 600/5005] lr: 1.0000e-03 eta: 2:26:07 time: 0.1498 data_time: 0.0035 loss: 0.8215 03/04 00:46:06 - mmengine - INFO - Epoch(train) [89][ 700/5005] lr: 1.0000e-03 eta: 2:25:52 time: 0.1591 data_time: 0.0036 loss: 0.7808 03/04 00:46:21 - mmengine - INFO - Epoch(train) [89][ 800/5005] lr: 1.0000e-03 eta: 2:25:37 time: 0.1524 data_time: 0.0034 loss: 0.9788 03/04 00:46:37 - mmengine - INFO - Epoch(train) [89][ 900/5005] lr: 1.0000e-03 eta: 2:25:22 time: 0.1486 data_time: 0.0034 loss: 0.8494 03/04 00:46:52 - mmengine - INFO - Epoch(train) [89][1000/5005] lr: 1.0000e-03 eta: 2:25:08 time: 0.1481 data_time: 0.0035 loss: 0.8467 03/04 00:47:07 - mmengine - INFO - Epoch(train) [89][1100/5005] lr: 1.0000e-03 eta: 2:24:53 time: 0.1511 data_time: 0.0037 loss: 0.7613 03/04 00:47:22 - mmengine - INFO - Epoch(train) [89][1200/5005] lr: 1.0000e-03 eta: 2:24:38 time: 0.1507 data_time: 0.0038 loss: 0.7980 03/04 00:47:38 - mmengine - INFO - Epoch(train) [89][1300/5005] lr: 1.0000e-03 eta: 2:24:24 time: 0.1525 data_time: 0.0038 loss: 0.6760 03/04 00:47:53 - mmengine - INFO - Epoch(train) [89][1400/5005] lr: 1.0000e-03 eta: 2:24:09 time: 0.1702 data_time: 0.0040 loss: 0.7028 03/04 00:48:09 - mmengine - INFO - Epoch(train) [89][1500/5005] lr: 1.0000e-03 eta: 2:23:54 time: 0.1560 data_time: 0.0040 loss: 0.8438 03/04 00:48:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:48:24 - mmengine - INFO - Epoch(train) [89][1600/5005] lr: 1.0000e-03 eta: 2:23:40 time: 0.1497 data_time: 0.0041 loss: 0.8352 03/04 00:48:39 - mmengine - INFO - Epoch(train) [89][1700/5005] lr: 1.0000e-03 eta: 2:23:25 time: 0.1450 data_time: 0.0038 loss: 0.6725 03/04 00:48:54 - mmengine - INFO - Epoch(train) [89][1800/5005] lr: 1.0000e-03 eta: 2:23:10 time: 0.1734 data_time: 0.0040 loss: 0.8763 03/04 00:49:10 - mmengine - INFO - Epoch(train) [89][1900/5005] lr: 1.0000e-03 eta: 2:22:56 time: 0.1578 data_time: 0.0038 loss: 0.8454 03/04 00:49:25 - mmengine - INFO - Epoch(train) [89][2000/5005] lr: 1.0000e-03 eta: 2:22:41 time: 0.1490 data_time: 0.0038 loss: 0.9686 03/04 00:49:40 - mmengine - INFO - Epoch(train) [89][2100/5005] lr: 1.0000e-03 eta: 2:22:26 time: 0.1443 data_time: 0.0040 loss: 0.7486 03/04 00:49:55 - mmengine - INFO - Epoch(train) [89][2200/5005] lr: 1.0000e-03 eta: 2:22:11 time: 0.1499 data_time: 0.0037 loss: 0.7048 03/04 00:50:09 - mmengine - INFO - Epoch(train) [89][2300/5005] lr: 1.0000e-03 eta: 2:21:57 time: 0.1432 data_time: 0.0041 loss: 0.9013 03/04 00:50:24 - mmengine - INFO - Epoch(train) [89][2400/5005] lr: 1.0000e-03 eta: 2:21:42 time: 0.1448 data_time: 0.0041 loss: 0.8415 03/04 00:50:38 - mmengine - INFO - Epoch(train) [89][2500/5005] lr: 1.0000e-03 eta: 2:21:27 time: 0.1470 data_time: 0.0038 loss: 0.7370 03/04 00:50:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:50:53 - mmengine - INFO - Epoch(train) [89][2600/5005] lr: 1.0000e-03 eta: 2:21:12 time: 0.1480 data_time: 0.0040 loss: 0.8276 03/04 00:51:09 - mmengine - INFO - Epoch(train) [89][2700/5005] lr: 1.0000e-03 eta: 2:20:58 time: 0.1519 data_time: 0.0035 loss: 0.5837 03/04 00:51:24 - mmengine - INFO - Epoch(train) [89][2800/5005] lr: 1.0000e-03 eta: 2:20:43 time: 0.1479 data_time: 0.0041 loss: 0.7475 03/04 00:51:39 - mmengine - INFO - Epoch(train) [89][2900/5005] lr: 1.0000e-03 eta: 2:20:28 time: 0.1460 data_time: 0.0039 loss: 0.7884 03/04 00:51:54 - mmengine - INFO - Epoch(train) [89][3000/5005] lr: 1.0000e-03 eta: 2:20:13 time: 0.1433 data_time: 0.0040 loss: 0.9110 03/04 00:52:09 - mmengine - INFO - Epoch(train) [89][3100/5005] lr: 1.0000e-03 eta: 2:19:59 time: 0.1439 data_time: 0.0040 loss: 0.6200 03/04 00:52:24 - mmengine - INFO - Epoch(train) [89][3200/5005] lr: 1.0000e-03 eta: 2:19:44 time: 0.1402 data_time: 0.0037 loss: 0.7194 03/04 00:52:38 - mmengine - INFO - Epoch(train) [89][3300/5005] lr: 1.0000e-03 eta: 2:19:29 time: 0.1454 data_time: 0.0037 loss: 0.8359 03/04 00:52:54 - mmengine - INFO - Epoch(train) [89][3400/5005] lr: 1.0000e-03 eta: 2:19:14 time: 0.1439 data_time: 0.0035 loss: 0.7274 03/04 00:53:08 - mmengine - INFO - Epoch(train) [89][3500/5005] lr: 1.0000e-03 eta: 2:19:00 time: 0.1417 data_time: 0.0038 loss: 0.7435 03/04 00:53:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:53:23 - mmengine - INFO - Epoch(train) [89][3600/5005] lr: 1.0000e-03 eta: 2:18:45 time: 0.1515 data_time: 0.0039 loss: 0.7751 03/04 00:53:38 - mmengine - INFO - Epoch(train) [89][3700/5005] lr: 1.0000e-03 eta: 2:18:30 time: 0.1471 data_time: 0.0039 loss: 0.7160 03/04 00:53:53 - mmengine - INFO - Epoch(train) [89][3800/5005] lr: 1.0000e-03 eta: 2:18:15 time: 0.1463 data_time: 0.0039 loss: 0.8653 03/04 00:54:08 - mmengine - INFO - Epoch(train) [89][3900/5005] lr: 1.0000e-03 eta: 2:18:01 time: 0.1353 data_time: 0.0039 loss: 0.6864 03/04 00:54:22 - mmengine - INFO - Epoch(train) [89][4000/5005] lr: 1.0000e-03 eta: 2:17:46 time: 0.1412 data_time: 0.0038 loss: 0.8369 03/04 00:54:36 - mmengine - INFO - Epoch(train) [89][4100/5005] lr: 1.0000e-03 eta: 2:17:31 time: 0.1401 data_time: 0.0040 loss: 0.8199 03/04 00:54:51 - mmengine - INFO - Epoch(train) [89][4200/5005] lr: 1.0000e-03 eta: 2:17:16 time: 0.1614 data_time: 0.0040 loss: 0.7681 03/04 00:55:06 - mmengine - INFO - Epoch(train) [89][4300/5005] lr: 1.0000e-03 eta: 2:17:01 time: 0.1692 data_time: 0.0037 loss: 0.9214 03/04 00:55:21 - mmengine - INFO - Epoch(train) [89][4400/5005] lr: 1.0000e-03 eta: 2:16:47 time: 0.1461 data_time: 0.0041 loss: 0.7982 03/04 00:55:35 - mmengine - INFO - Epoch(train) [89][4500/5005] lr: 1.0000e-03 eta: 2:16:32 time: 0.1398 data_time: 0.0039 loss: 0.6068 03/04 00:55:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:55:50 - mmengine - INFO - Epoch(train) [89][4600/5005] lr: 1.0000e-03 eta: 2:16:17 time: 0.1454 data_time: 0.0039 loss: 0.7934 03/04 00:56:05 - mmengine - INFO - Epoch(train) [89][4700/5005] lr: 1.0000e-03 eta: 2:16:02 time: 0.1534 data_time: 0.0039 loss: 0.8101 03/04 00:56:20 - mmengine - INFO - Epoch(train) [89][4800/5005] lr: 1.0000e-03 eta: 2:15:48 time: 0.1432 data_time: 0.0040 loss: 0.7305 03/04 00:56:35 - mmengine - INFO - Epoch(train) [89][4900/5005] lr: 1.0000e-03 eta: 2:15:33 time: 0.1470 data_time: 0.0040 loss: 0.8090 03/04 00:56:50 - mmengine - INFO - Epoch(train) [89][5000/5005] lr: 1.0000e-03 eta: 2:15:18 time: 0.1457 data_time: 0.0047 loss: 0.8654 03/04 00:56:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:56:51 - mmengine - INFO - Saving checkpoint at 89 epochs 03/04 00:56:59 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:06 time: 0.0613 data_time: 0.0424 03/04 00:57:27 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 76.8140 accuracy/top5: 93.4140 03/04 00:57:43 - mmengine - INFO - Epoch(train) [90][ 100/5005] lr: 1.0000e-03 eta: 2:15:03 time: 0.1521 data_time: 0.0040 loss: 0.8764 03/04 00:57:59 - mmengine - INFO - Epoch(train) [90][ 200/5005] lr: 1.0000e-03 eta: 2:14:48 time: 0.1576 data_time: 0.0040 loss: 0.7838 03/04 00:58:15 - mmengine - INFO - Epoch(train) [90][ 300/5005] lr: 1.0000e-03 eta: 2:14:34 time: 0.1529 data_time: 0.0035 loss: 0.6908 03/04 00:58:30 - mmengine - INFO - Epoch(train) [90][ 400/5005] lr: 1.0000e-03 eta: 2:14:19 time: 0.1722 data_time: 0.0036 loss: 0.7595 03/04 00:58:45 - mmengine - INFO - Epoch(train) [90][ 500/5005] lr: 1.0000e-03 eta: 2:14:04 time: 0.1534 data_time: 0.0038 loss: 0.8522 03/04 00:58:53 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 00:59:00 - mmengine - INFO - Epoch(train) [90][ 600/5005] lr: 1.0000e-03 eta: 2:13:49 time: 0.1695 data_time: 0.0040 loss: 0.7709 03/04 00:59:16 - mmengine - INFO - Epoch(train) [90][ 700/5005] lr: 1.0000e-03 eta: 2:13:35 time: 0.1577 data_time: 0.0040 loss: 0.7056 03/04 00:59:32 - mmengine - INFO - Epoch(train) [90][ 800/5005] lr: 1.0000e-03 eta: 2:13:20 time: 0.1458 data_time: 0.0039 loss: 0.8691 03/04 00:59:47 - mmengine - INFO - Epoch(train) [90][ 900/5005] lr: 1.0000e-03 eta: 2:13:05 time: 0.1590 data_time: 0.0037 loss: 0.7717 03/04 01:00:03 - mmengine - INFO - Epoch(train) [90][1000/5005] lr: 1.0000e-03 eta: 2:12:51 time: 0.1531 data_time: 0.0041 loss: 0.8287 03/04 01:00:19 - mmengine - INFO - Epoch(train) [90][1100/5005] lr: 1.0000e-03 eta: 2:12:36 time: 0.1525 data_time: 0.0040 loss: 0.8415 03/04 01:00:34 - mmengine - INFO - Epoch(train) [90][1200/5005] lr: 1.0000e-03 eta: 2:12:21 time: 0.1538 data_time: 0.0041 loss: 0.9191 03/04 01:00:49 - mmengine - INFO - Epoch(train) [90][1300/5005] lr: 1.0000e-03 eta: 2:12:07 time: 0.1363 data_time: 0.0040 loss: 0.7861 03/04 01:01:04 - mmengine - INFO - Epoch(train) [90][1400/5005] lr: 1.0000e-03 eta: 2:11:52 time: 0.1531 data_time: 0.0038 loss: 0.7096 03/04 01:01:19 - mmengine - INFO - Epoch(train) [90][1500/5005] lr: 1.0000e-03 eta: 2:11:37 time: 0.1464 data_time: 0.0037 loss: 0.6700 03/04 01:01:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:01:34 - mmengine - INFO - Epoch(train) [90][1600/5005] lr: 1.0000e-03 eta: 2:11:23 time: 0.1518 data_time: 0.0043 loss: 0.9061 03/04 01:01:50 - mmengine - INFO - Epoch(train) [90][1700/5005] lr: 1.0000e-03 eta: 2:11:08 time: 0.1784 data_time: 0.0039 loss: 0.6252 03/04 01:02:06 - mmengine - INFO - Epoch(train) [90][1800/5005] lr: 1.0000e-03 eta: 2:10:53 time: 0.1518 data_time: 0.0038 loss: 0.8450 03/04 01:02:22 - mmengine - INFO - Epoch(train) [90][1900/5005] lr: 1.0000e-03 eta: 2:10:39 time: 0.1557 data_time: 0.0041 loss: 0.8263 03/04 01:02:38 - mmengine - INFO - Epoch(train) [90][2000/5005] lr: 1.0000e-03 eta: 2:10:24 time: 0.1640 data_time: 0.0039 loss: 0.9240 03/04 01:02:53 - mmengine - INFO - Epoch(train) [90][2100/5005] lr: 1.0000e-03 eta: 2:10:09 time: 0.1554 data_time: 0.0038 loss: 0.6855 03/04 01:03:09 - mmengine - INFO - Epoch(train) [90][2200/5005] lr: 1.0000e-03 eta: 2:09:55 time: 0.1587 data_time: 0.0038 loss: 0.7626 03/04 01:03:25 - mmengine - INFO - Epoch(train) [90][2300/5005] lr: 1.0000e-03 eta: 2:09:40 time: 0.1600 data_time: 0.0044 loss: 0.7475 03/04 01:03:41 - mmengine - INFO - Epoch(train) [90][2400/5005] lr: 1.0000e-03 eta: 2:09:25 time: 0.1572 data_time: 0.0040 loss: 0.6310 03/04 01:03:57 - mmengine - INFO - Epoch(train) [90][2500/5005] lr: 1.0000e-03 eta: 2:09:11 time: 0.1578 data_time: 0.0039 loss: 0.7145 03/04 01:04:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:04:13 - mmengine - INFO - Epoch(train) [90][2600/5005] lr: 1.0000e-03 eta: 2:08:56 time: 0.1539 data_time: 0.0041 loss: 0.8529 03/04 01:04:28 - mmengine - INFO - Epoch(train) [90][2700/5005] lr: 1.0000e-03 eta: 2:08:41 time: 0.1548 data_time: 0.0044 loss: 0.8056 03/04 01:04:44 - mmengine - INFO - Epoch(train) [90][2800/5005] lr: 1.0000e-03 eta: 2:08:27 time: 0.1542 data_time: 0.0038 loss: 0.7816 03/04 01:05:00 - mmengine - INFO - Epoch(train) [90][2900/5005] lr: 1.0000e-03 eta: 2:08:12 time: 0.1499 data_time: 0.0037 loss: 0.8141 03/04 01:05:15 - mmengine - INFO - Epoch(train) [90][3000/5005] lr: 1.0000e-03 eta: 2:07:57 time: 0.1454 data_time: 0.0039 loss: 0.6538 03/04 01:05:30 - mmengine - INFO - Epoch(train) [90][3100/5005] lr: 1.0000e-03 eta: 2:07:43 time: 0.1523 data_time: 0.0041 loss: 0.6666 03/04 01:05:46 - mmengine - INFO - Epoch(train) [90][3200/5005] lr: 1.0000e-03 eta: 2:07:28 time: 0.1455 data_time: 0.0042 loss: 0.7603 03/04 01:06:01 - mmengine - INFO - Epoch(train) [90][3300/5005] lr: 1.0000e-03 eta: 2:07:13 time: 0.1468 data_time: 0.0038 loss: 0.7500 03/04 01:06:15 - mmengine - INFO - Epoch(train) [90][3400/5005] lr: 1.0000e-03 eta: 2:06:58 time: 0.1476 data_time: 0.0038 loss: 0.7970 03/04 01:06:31 - mmengine - INFO - Epoch(train) [90][3500/5005] lr: 1.0000e-03 eta: 2:06:44 time: 0.1454 data_time: 0.0038 loss: 0.8345 03/04 01:06:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:06:45 - mmengine - INFO - Epoch(train) [90][3600/5005] lr: 1.0000e-03 eta: 2:06:29 time: 0.1440 data_time: 0.0038 loss: 0.7959 03/04 01:07:00 - mmengine - INFO - Epoch(train) [90][3700/5005] lr: 1.0000e-03 eta: 2:06:14 time: 0.1448 data_time: 0.0040 loss: 0.8101 03/04 01:07:15 - mmengine - INFO - Epoch(train) [90][3800/5005] lr: 1.0000e-03 eta: 2:05:59 time: 0.1414 data_time: 0.0040 loss: 0.6977 03/04 01:07:29 - mmengine - INFO - Epoch(train) [90][3900/5005] lr: 1.0000e-03 eta: 2:05:45 time: 0.1426 data_time: 0.0044 loss: 0.6844 03/04 01:07:44 - mmengine - INFO - Epoch(train) [90][4000/5005] lr: 1.0000e-03 eta: 2:05:30 time: 0.1480 data_time: 0.0037 loss: 0.7595 03/04 01:07:59 - mmengine - INFO - Epoch(train) [90][4100/5005] lr: 1.0000e-03 eta: 2:05:15 time: 0.1494 data_time: 0.0045 loss: 0.7972 03/04 01:08:15 - mmengine - INFO - Epoch(train) [90][4200/5005] lr: 1.0000e-03 eta: 2:05:00 time: 0.1485 data_time: 0.0035 loss: 0.8461 03/04 01:08:30 - mmengine - INFO - Epoch(train) [90][4300/5005] lr: 1.0000e-03 eta: 2:04:46 time: 0.1804 data_time: 0.0035 loss: 0.8093 03/04 01:08:45 - mmengine - INFO - Epoch(train) [90][4400/5005] lr: 1.0000e-03 eta: 2:04:31 time: 0.1488 data_time: 0.0037 loss: 0.7175 03/04 01:09:00 - mmengine - INFO - Epoch(train) [90][4500/5005] lr: 1.0000e-03 eta: 2:04:16 time: 0.1451 data_time: 0.0038 loss: 0.8294 03/04 01:09:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:09:15 - mmengine - INFO - Epoch(train) [90][4600/5005] lr: 1.0000e-03 eta: 2:04:02 time: 0.1444 data_time: 0.0039 loss: 0.9526 03/04 01:09:30 - mmengine - INFO - Epoch(train) [90][4700/5005] lr: 1.0000e-03 eta: 2:03:47 time: 0.1498 data_time: 0.0041 loss: 0.6246 03/04 01:09:45 - mmengine - INFO - Epoch(train) [90][4800/5005] lr: 1.0000e-03 eta: 2:03:32 time: 0.1560 data_time: 0.0041 loss: 0.8516 03/04 01:10:01 - mmengine - INFO - Epoch(train) [90][4900/5005] lr: 1.0000e-03 eta: 2:03:17 time: 0.1498 data_time: 0.0041 loss: 0.6636 03/04 01:10:16 - mmengine - INFO - Epoch(train) [90][5000/5005] lr: 1.0000e-03 eta: 2:03:03 time: 0.1494 data_time: 0.0048 loss: 0.8070 03/04 01:10:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:10:17 - mmengine - INFO - Saving checkpoint at 90 epochs 03/04 01:10:25 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:06 time: 0.0825 data_time: 0.0269 03/04 01:10:55 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 77.0760 accuracy/top5: 93.3520 03/04 01:11:11 - mmengine - INFO - Epoch(train) [91][ 100/5005] lr: 1.0000e-04 eta: 2:02:47 time: 0.1513 data_time: 0.0045 loss: 0.8405 03/04 01:11:26 - mmengine - INFO - Epoch(train) [91][ 200/5005] lr: 1.0000e-04 eta: 2:02:33 time: 0.1425 data_time: 0.0039 loss: 0.9203 03/04 01:11:41 - mmengine - INFO - Epoch(train) [91][ 300/5005] lr: 1.0000e-04 eta: 2:02:18 time: 0.1406 data_time: 0.0042 loss: 0.8263 03/04 01:11:56 - mmengine - INFO - Epoch(train) [91][ 400/5005] lr: 1.0000e-04 eta: 2:02:03 time: 0.1564 data_time: 0.0041 loss: 0.6190 03/04 01:12:11 - mmengine - INFO - Epoch(train) [91][ 500/5005] lr: 1.0000e-04 eta: 2:01:48 time: 0.1536 data_time: 0.0038 loss: 0.7771 03/04 01:12:20 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:12:28 - mmengine - INFO - Epoch(train) [91][ 600/5005] lr: 1.0000e-04 eta: 2:01:34 time: 0.1575 data_time: 0.0042 loss: 0.8686 03/04 01:12:44 - mmengine - INFO - Epoch(train) [91][ 700/5005] lr: 1.0000e-04 eta: 2:01:19 time: 0.1588 data_time: 0.0041 loss: 0.8168 03/04 01:13:00 - mmengine - INFO - Epoch(train) [91][ 800/5005] lr: 1.0000e-04 eta: 2:01:05 time: 0.1505 data_time: 0.0040 loss: 0.8729 03/04 01:13:15 - mmengine - INFO - Epoch(train) [91][ 900/5005] lr: 1.0000e-04 eta: 2:00:50 time: 0.1490 data_time: 0.0038 loss: 0.9579 03/04 01:13:31 - mmengine - INFO - Epoch(train) [91][1000/5005] lr: 1.0000e-04 eta: 2:00:35 time: 0.1495 data_time: 0.0041 loss: 0.9185 03/04 01:13:45 - mmengine - INFO - Epoch(train) [91][1100/5005] lr: 1.0000e-04 eta: 2:00:20 time: 0.1498 data_time: 0.0041 loss: 0.8281 03/04 01:14:01 - mmengine - INFO - Epoch(train) [91][1200/5005] lr: 1.0000e-04 eta: 2:00:06 time: 0.1441 data_time: 0.0041 loss: 0.7640 03/04 01:14:15 - mmengine - INFO - Epoch(train) [91][1300/5005] lr: 1.0000e-04 eta: 1:59:51 time: 0.1454 data_time: 0.0040 loss: 0.8427 03/04 01:14:31 - mmengine - INFO - Epoch(train) [91][1400/5005] lr: 1.0000e-04 eta: 1:59:36 time: 0.1510 data_time: 0.0039 loss: 0.8657 03/04 01:14:47 - mmengine - INFO - Epoch(train) [91][1500/5005] lr: 1.0000e-04 eta: 1:59:22 time: 0.1532 data_time: 0.0037 loss: 0.6712 03/04 01:14:54 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:15:02 - mmengine - INFO - Epoch(train) [91][1600/5005] lr: 1.0000e-04 eta: 1:59:07 time: 0.1461 data_time: 0.0036 loss: 0.8206 03/04 01:15:17 - mmengine - INFO - Epoch(train) [91][1700/5005] lr: 1.0000e-04 eta: 1:58:52 time: 0.1530 data_time: 0.0041 loss: 0.7407 03/04 01:15:33 - mmengine - INFO - Epoch(train) [91][1800/5005] lr: 1.0000e-04 eta: 1:58:37 time: 0.1562 data_time: 0.0040 loss: 0.7496 03/04 01:15:49 - mmengine - INFO - Epoch(train) [91][1900/5005] lr: 1.0000e-04 eta: 1:58:23 time: 0.1544 data_time: 0.0039 loss: 0.7726 03/04 01:16:04 - mmengine - INFO - Epoch(train) [91][2000/5005] lr: 1.0000e-04 eta: 1:58:08 time: 0.1508 data_time: 0.0042 loss: 0.7538 03/04 01:16:19 - mmengine - INFO - Epoch(train) [91][2100/5005] lr: 1.0000e-04 eta: 1:57:53 time: 0.1504 data_time: 0.0036 loss: 0.7351 03/04 01:16:34 - mmengine - INFO - Epoch(train) [91][2200/5005] lr: 1.0000e-04 eta: 1:57:39 time: 0.1426 data_time: 0.0042 loss: 0.9322 03/04 01:16:49 - mmengine - INFO - Epoch(train) [91][2300/5005] lr: 1.0000e-04 eta: 1:57:24 time: 0.1538 data_time: 0.0040 loss: 0.7477 03/04 01:17:05 - mmengine - INFO - Epoch(train) [91][2400/5005] lr: 1.0000e-04 eta: 1:57:09 time: 0.1512 data_time: 0.0034 loss: 0.6132 03/04 01:17:20 - mmengine - INFO - Epoch(train) [91][2500/5005] lr: 1.0000e-04 eta: 1:56:55 time: 0.1504 data_time: 0.0035 loss: 0.7769 03/04 01:17:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:17:35 - mmengine - INFO - Epoch(train) [91][2600/5005] lr: 1.0000e-04 eta: 1:56:40 time: 0.1488 data_time: 0.0034 loss: 0.7434 03/04 01:17:51 - mmengine - INFO - Epoch(train) [91][2700/5005] lr: 1.0000e-04 eta: 1:56:25 time: 0.1569 data_time: 0.0038 loss: 0.9951 03/04 01:18:07 - mmengine - INFO - Epoch(train) [91][2800/5005] lr: 1.0000e-04 eta: 1:56:10 time: 0.1573 data_time: 0.0038 loss: 0.8176 03/04 01:18:22 - mmengine - INFO - Epoch(train) [91][2900/5005] lr: 1.0000e-04 eta: 1:55:56 time: 0.1512 data_time: 0.0041 loss: 0.6374 03/04 01:18:38 - mmengine - INFO - Epoch(train) [91][3000/5005] lr: 1.0000e-04 eta: 1:55:41 time: 0.1450 data_time: 0.0041 loss: 0.8187 03/04 01:18:53 - mmengine - INFO - Epoch(train) [91][3100/5005] lr: 1.0000e-04 eta: 1:55:26 time: 0.1644 data_time: 0.0044 loss: 0.7449 03/04 01:19:08 - mmengine - INFO - Epoch(train) [91][3200/5005] lr: 1.0000e-04 eta: 1:55:12 time: 0.1491 data_time: 0.0042 loss: 0.8032 03/04 01:19:23 - mmengine - INFO - Epoch(train) [91][3300/5005] lr: 1.0000e-04 eta: 1:54:57 time: 0.1473 data_time: 0.0040 loss: 0.7177 03/04 01:19:38 - mmengine - INFO - Epoch(train) [91][3400/5005] lr: 1.0000e-04 eta: 1:54:42 time: 0.1519 data_time: 0.0040 loss: 0.8480 03/04 01:19:53 - mmengine - INFO - Epoch(train) [91][3500/5005] lr: 1.0000e-04 eta: 1:54:27 time: 0.1439 data_time: 0.0038 loss: 0.7834 03/04 01:20:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:20:08 - mmengine - INFO - Epoch(train) [91][3600/5005] lr: 1.0000e-04 eta: 1:54:13 time: 0.1452 data_time: 0.0040 loss: 0.8051 03/04 01:20:23 - mmengine - INFO - Epoch(train) [91][3700/5005] lr: 1.0000e-04 eta: 1:53:58 time: 0.1451 data_time: 0.0038 loss: 0.9045 03/04 01:20:37 - mmengine - INFO - Epoch(train) [91][3800/5005] lr: 1.0000e-04 eta: 1:53:43 time: 0.1472 data_time: 0.0038 loss: 0.7554 03/04 01:20:53 - mmengine - INFO - Epoch(train) [91][3900/5005] lr: 1.0000e-04 eta: 1:53:28 time: 0.1545 data_time: 0.0043 loss: 0.8193 03/04 01:21:08 - mmengine - INFO - Epoch(train) [91][4000/5005] lr: 1.0000e-04 eta: 1:53:14 time: 0.1470 data_time: 0.0039 loss: 0.6970 03/04 01:21:23 - mmengine - INFO - Epoch(train) [91][4100/5005] lr: 1.0000e-04 eta: 1:52:59 time: 0.1476 data_time: 0.0042 loss: 0.8196 03/04 01:21:38 - mmengine - INFO - Epoch(train) [91][4200/5005] lr: 1.0000e-04 eta: 1:52:44 time: 0.1439 data_time: 0.0044 loss: 0.6651 03/04 01:21:53 - mmengine - INFO - Epoch(train) [91][4300/5005] lr: 1.0000e-04 eta: 1:52:29 time: 0.1634 data_time: 0.0042 loss: 0.7489 03/04 01:22:07 - mmengine - INFO - Epoch(train) [91][4400/5005] lr: 1.0000e-04 eta: 1:52:15 time: 0.1469 data_time: 0.0038 loss: 0.8693 03/04 01:22:22 - mmengine - INFO - Epoch(train) [91][4500/5005] lr: 1.0000e-04 eta: 1:52:00 time: 0.1390 data_time: 0.0041 loss: 0.7720 03/04 01:22:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:22:37 - mmengine - INFO - Epoch(train) [91][4600/5005] lr: 1.0000e-04 eta: 1:51:45 time: 0.1439 data_time: 0.0037 loss: 0.7068 03/04 01:22:52 - mmengine - INFO - Epoch(train) [91][4700/5005] lr: 1.0000e-04 eta: 1:51:30 time: 0.1537 data_time: 0.0044 loss: 0.8005 03/04 01:23:08 - mmengine - INFO - Epoch(train) [91][4800/5005] lr: 1.0000e-04 eta: 1:51:16 time: 0.1532 data_time: 0.0037 loss: 0.6401 03/04 01:23:23 - mmengine - INFO - Epoch(train) [91][4900/5005] lr: 1.0000e-04 eta: 1:51:01 time: 0.1550 data_time: 0.0040 loss: 0.6753 03/04 01:23:39 - mmengine - INFO - Epoch(train) [91][5000/5005] lr: 1.0000e-04 eta: 1:50:46 time: 0.1566 data_time: 0.0051 loss: 0.7434 03/04 01:23:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:23:40 - mmengine - INFO - Saving checkpoint at 91 epochs 03/04 01:23:48 - mmengine - INFO - Epoch(val) [91][100/196] eta: 0:00:06 time: 0.0625 data_time: 0.0440 03/04 01:24:17 - mmengine - INFO - Epoch(val) [91][196/196] accuracy/top1: 77.3980 accuracy/top5: 93.5460 03/04 01:24:32 - mmengine - INFO - Epoch(train) [92][ 100/5005] lr: 1.0000e-04 eta: 1:50:31 time: 0.1433 data_time: 0.0041 loss: 0.7720 03/04 01:24:48 - mmengine - INFO - Epoch(train) [92][ 200/5005] lr: 1.0000e-04 eta: 1:50:16 time: 0.1463 data_time: 0.0040 loss: 0.6327 03/04 01:25:03 - mmengine - INFO - Epoch(train) [92][ 300/5005] lr: 1.0000e-04 eta: 1:50:01 time: 0.1499 data_time: 0.0042 loss: 0.7868 03/04 01:25:19 - mmengine - INFO - Epoch(train) [92][ 400/5005] lr: 1.0000e-04 eta: 1:49:47 time: 0.1489 data_time: 0.0041 loss: 0.6704 03/04 01:25:34 - mmengine - INFO - Epoch(train) [92][ 500/5005] lr: 1.0000e-04 eta: 1:49:32 time: 0.1474 data_time: 0.0041 loss: 0.8784 03/04 01:25:40 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:25:49 - mmengine - INFO - Epoch(train) [92][ 600/5005] lr: 1.0000e-04 eta: 1:49:17 time: 0.1437 data_time: 0.0042 loss: 0.7575 03/04 01:26:04 - mmengine - INFO - Epoch(train) [92][ 700/5005] lr: 1.0000e-04 eta: 1:49:02 time: 0.1496 data_time: 0.0043 loss: 0.5865 03/04 01:26:19 - mmengine - INFO - Epoch(train) [92][ 800/5005] lr: 1.0000e-04 eta: 1:48:48 time: 0.1514 data_time: 0.0038 loss: 0.8010 03/04 01:26:34 - mmengine - INFO - Epoch(train) [92][ 900/5005] lr: 1.0000e-04 eta: 1:48:33 time: 0.1462 data_time: 0.0037 loss: 0.7512 03/04 01:26:49 - mmengine - INFO - Epoch(train) [92][1000/5005] lr: 1.0000e-04 eta: 1:48:18 time: 0.1509 data_time: 0.0038 loss: 0.6780 03/04 01:27:05 - mmengine - INFO - Epoch(train) [92][1100/5005] lr: 1.0000e-04 eta: 1:48:04 time: 0.1550 data_time: 0.0044 loss: 0.7219 03/04 01:27:21 - mmengine - INFO - Epoch(train) [92][1200/5005] lr: 1.0000e-04 eta: 1:47:49 time: 0.1541 data_time: 0.0039 loss: 0.8059 03/04 01:27:36 - mmengine - INFO - Epoch(train) [92][1300/5005] lr: 1.0000e-04 eta: 1:47:34 time: 0.1514 data_time: 0.0042 loss: 0.7472 03/04 01:27:51 - mmengine - INFO - Epoch(train) [92][1400/5005] lr: 1.0000e-04 eta: 1:47:19 time: 0.1489 data_time: 0.0040 loss: 0.7726 03/04 01:28:06 - mmengine - INFO - Epoch(train) [92][1500/5005] lr: 1.0000e-04 eta: 1:47:05 time: 0.1487 data_time: 0.0037 loss: 0.7621 03/04 01:28:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:28:21 - mmengine - INFO - Epoch(train) [92][1600/5005] lr: 1.0000e-04 eta: 1:46:50 time: 0.1536 data_time: 0.0041 loss: 0.7073 03/04 01:28:37 - mmengine - INFO - Epoch(train) [92][1700/5005] lr: 1.0000e-04 eta: 1:46:35 time: 0.1530 data_time: 0.0039 loss: 0.7094 03/04 01:28:52 - mmengine - INFO - Epoch(train) [92][1800/5005] lr: 1.0000e-04 eta: 1:46:21 time: 0.1542 data_time: 0.0042 loss: 0.6393 03/04 01:29:07 - mmengine - INFO - Epoch(train) [92][1900/5005] lr: 1.0000e-04 eta: 1:46:06 time: 0.1465 data_time: 0.0041 loss: 0.9911 03/04 01:29:23 - mmengine - INFO - Epoch(train) [92][2000/5005] lr: 1.0000e-04 eta: 1:45:51 time: 0.1474 data_time: 0.0040 loss: 0.7437 03/04 01:29:37 - mmengine - INFO - Epoch(train) [92][2100/5005] lr: 1.0000e-04 eta: 1:45:36 time: 0.1491 data_time: 0.0042 loss: 0.7939 03/04 01:29:53 - mmengine - INFO - Epoch(train) [92][2200/5005] lr: 1.0000e-04 eta: 1:45:22 time: 0.1501 data_time: 0.0040 loss: 0.7472 03/04 01:30:08 - mmengine - INFO - Epoch(train) [92][2300/5005] lr: 1.0000e-04 eta: 1:45:07 time: 0.1504 data_time: 0.0042 loss: 0.8550 03/04 01:30:23 - mmengine - INFO - Epoch(train) [92][2400/5005] lr: 1.0000e-04 eta: 1:44:52 time: 0.1511 data_time: 0.0042 loss: 0.7372 03/04 01:30:38 - mmengine - INFO - Epoch(train) [92][2500/5005] lr: 1.0000e-04 eta: 1:44:37 time: 0.1469 data_time: 0.0040 loss: 0.7427 03/04 01:30:45 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:30:53 - mmengine - INFO - Epoch(train) [92][2600/5005] lr: 1.0000e-04 eta: 1:44:23 time: 0.1483 data_time: 0.0036 loss: 0.7793 03/04 01:31:09 - mmengine - INFO - Epoch(train) [92][2700/5005] lr: 1.0000e-04 eta: 1:44:08 time: 0.1488 data_time: 0.0039 loss: 0.8111 03/04 01:31:24 - mmengine - INFO - Epoch(train) [92][2800/5005] lr: 1.0000e-04 eta: 1:43:53 time: 0.1506 data_time: 0.0038 loss: 0.7715 03/04 01:31:40 - mmengine - INFO - Epoch(train) [92][2900/5005] lr: 1.0000e-04 eta: 1:43:39 time: 0.1481 data_time: 0.0041 loss: 0.7020 03/04 01:31:55 - mmengine - INFO - Epoch(train) [92][3000/5005] lr: 1.0000e-04 eta: 1:43:24 time: 0.1518 data_time: 0.0041 loss: 0.6122 03/04 01:32:10 - mmengine - INFO - Epoch(train) [92][3100/5005] lr: 1.0000e-04 eta: 1:43:09 time: 0.1453 data_time: 0.0043 loss: 0.6405 03/04 01:32:25 - mmengine - INFO - Epoch(train) [92][3200/5005] lr: 1.0000e-04 eta: 1:42:54 time: 0.1451 data_time: 0.0039 loss: 0.8658 03/04 01:32:40 - mmengine - INFO - Epoch(train) [92][3300/5005] lr: 1.0000e-04 eta: 1:42:40 time: 0.1420 data_time: 0.0039 loss: 0.6383 03/04 01:32:55 - mmengine - INFO - Epoch(train) [92][3400/5005] lr: 1.0000e-04 eta: 1:42:25 time: 0.1492 data_time: 0.0041 loss: 0.6177 03/04 01:33:11 - mmengine - INFO - Epoch(train) [92][3500/5005] lr: 1.0000e-04 eta: 1:42:10 time: 0.1544 data_time: 0.0041 loss: 0.8608 03/04 01:33:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:33:26 - mmengine - INFO - Epoch(train) [92][3600/5005] lr: 1.0000e-04 eta: 1:41:55 time: 0.1515 data_time: 0.0040 loss: 0.7171 03/04 01:33:42 - mmengine - INFO - Epoch(train) [92][3700/5005] lr: 1.0000e-04 eta: 1:41:41 time: 0.1472 data_time: 0.0034 loss: 0.5623 03/04 01:33:57 - mmengine - INFO - Epoch(train) [92][3800/5005] lr: 1.0000e-04 eta: 1:41:26 time: 0.1460 data_time: 0.0038 loss: 0.7472 03/04 01:34:12 - mmengine - INFO - Epoch(train) [92][3900/5005] lr: 1.0000e-04 eta: 1:41:11 time: 0.1593 data_time: 0.0036 loss: 0.7826 03/04 01:34:28 - mmengine - INFO - Epoch(train) [92][4000/5005] lr: 1.0000e-04 eta: 1:40:57 time: 0.1491 data_time: 0.0040 loss: 0.7600 03/04 01:34:43 - mmengine - INFO - Epoch(train) [92][4100/5005] lr: 1.0000e-04 eta: 1:40:42 time: 0.1490 data_time: 0.0038 loss: 0.8990 03/04 01:34:59 - mmengine - INFO - Epoch(train) [92][4200/5005] lr: 1.0000e-04 eta: 1:40:27 time: 0.1544 data_time: 0.0042 loss: 0.8442 03/04 01:35:15 - mmengine - INFO - Epoch(train) [92][4300/5005] lr: 1.0000e-04 eta: 1:40:12 time: 0.1600 data_time: 0.0041 loss: 0.5914 03/04 01:35:31 - mmengine - INFO - Epoch(train) [92][4400/5005] lr: 1.0000e-04 eta: 1:39:58 time: 0.1767 data_time: 0.0039 loss: 0.7103 03/04 01:35:46 - mmengine - INFO - Epoch(train) [92][4500/5005] lr: 1.0000e-04 eta: 1:39:43 time: 0.1725 data_time: 0.0038 loss: 0.6392 03/04 01:35:53 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:36:01 - mmengine - INFO - Epoch(train) [92][4600/5005] lr: 1.0000e-04 eta: 1:39:28 time: 0.1534 data_time: 0.0040 loss: 0.7126 03/04 01:36:17 - mmengine - INFO - Epoch(train) [92][4700/5005] lr: 1.0000e-04 eta: 1:39:14 time: 0.1530 data_time: 0.0040 loss: 0.7513 03/04 01:36:33 - mmengine - INFO - Epoch(train) [92][4800/5005] lr: 1.0000e-04 eta: 1:38:59 time: 0.1495 data_time: 0.0039 loss: 0.7637 03/04 01:36:47 - mmengine - INFO - Epoch(train) [92][4900/5005] lr: 1.0000e-04 eta: 1:38:44 time: 0.1472 data_time: 0.0039 loss: 0.7769 03/04 01:37:02 - mmengine - INFO - Epoch(train) [92][5000/5005] lr: 1.0000e-04 eta: 1:38:29 time: 0.1478 data_time: 0.0048 loss: 0.6491 03/04 01:37:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:37:04 - mmengine - INFO - Saving checkpoint at 92 epochs 03/04 01:37:12 - mmengine - INFO - Epoch(val) [92][100/196] eta: 0:00:06 time: 0.0631 data_time: 0.0439 03/04 01:37:41 - mmengine - INFO - Epoch(val) [92][196/196] accuracy/top1: 77.5460 accuracy/top5: 93.5780 03/04 01:37:57 - mmengine - INFO - Epoch(train) [93][ 100/5005] lr: 1.0000e-04 eta: 1:38:14 time: 0.1485 data_time: 0.0038 loss: 0.7446 03/04 01:38:12 - mmengine - INFO - Epoch(train) [93][ 200/5005] lr: 1.0000e-04 eta: 1:37:59 time: 0.1467 data_time: 0.0038 loss: 0.7008 03/04 01:38:27 - mmengine - INFO - Epoch(train) [93][ 300/5005] lr: 1.0000e-04 eta: 1:37:45 time: 0.1515 data_time: 0.0036 loss: 0.7205 03/04 01:38:43 - mmengine - INFO - Epoch(train) [93][ 400/5005] lr: 1.0000e-04 eta: 1:37:30 time: 0.1517 data_time: 0.0039 loss: 0.7059 03/04 01:38:58 - mmengine - INFO - Epoch(train) [93][ 500/5005] lr: 1.0000e-04 eta: 1:37:15 time: 0.1544 data_time: 0.0038 loss: 0.7965 03/04 01:39:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:39:14 - mmengine - INFO - Epoch(train) [93][ 600/5005] lr: 1.0000e-04 eta: 1:37:00 time: 0.1540 data_time: 0.0040 loss: 0.7300 03/04 01:39:30 - mmengine - INFO - Epoch(train) [93][ 700/5005] lr: 1.0000e-04 eta: 1:36:46 time: 0.1599 data_time: 0.0037 loss: 0.7157 03/04 01:39:46 - mmengine - INFO - Epoch(train) [93][ 800/5005] lr: 1.0000e-04 eta: 1:36:31 time: 0.1728 data_time: 0.0042 loss: 0.7303 03/04 01:40:01 - mmengine - INFO - Epoch(train) [93][ 900/5005] lr: 1.0000e-04 eta: 1:36:16 time: 0.1494 data_time: 0.0042 loss: 0.7358 03/04 01:40:16 - mmengine - INFO - Epoch(train) [93][1000/5005] lr: 1.0000e-04 eta: 1:36:02 time: 0.1503 data_time: 0.0039 loss: 0.7661 03/04 01:40:32 - mmengine - INFO - Epoch(train) [93][1100/5005] lr: 1.0000e-04 eta: 1:35:47 time: 0.1517 data_time: 0.0040 loss: 0.7661 03/04 01:40:47 - mmengine - INFO - Epoch(train) [93][1200/5005] lr: 1.0000e-04 eta: 1:35:32 time: 0.1557 data_time: 0.0042 loss: 0.7000 03/04 01:41:03 - mmengine - INFO - Epoch(train) [93][1300/5005] lr: 1.0000e-04 eta: 1:35:17 time: 0.1535 data_time: 0.0040 loss: 0.5669 03/04 01:41:19 - mmengine - INFO - Epoch(train) [93][1400/5005] lr: 1.0000e-04 eta: 1:35:03 time: 0.1524 data_time: 0.0040 loss: 0.6804 03/04 01:41:34 - mmengine - INFO - Epoch(train) [93][1500/5005] lr: 1.0000e-04 eta: 1:34:48 time: 0.1535 data_time: 0.0045 loss: 0.7492 03/04 01:41:41 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:41:50 - mmengine - INFO - Epoch(train) [93][1600/5005] lr: 1.0000e-04 eta: 1:34:33 time: 0.1499 data_time: 0.0042 loss: 0.7256 03/04 01:42:05 - mmengine - INFO - Epoch(train) [93][1700/5005] lr: 1.0000e-04 eta: 1:34:19 time: 0.1458 data_time: 0.0037 loss: 0.7491 03/04 01:42:21 - mmengine - INFO - Epoch(train) [93][1800/5005] lr: 1.0000e-04 eta: 1:34:04 time: 0.1498 data_time: 0.0042 loss: 0.6099 03/04 01:42:36 - mmengine - INFO - Epoch(train) [93][1900/5005] lr: 1.0000e-04 eta: 1:33:49 time: 0.1488 data_time: 0.0039 loss: 0.7687 03/04 01:42:51 - mmengine - INFO - Epoch(train) [93][2000/5005] lr: 1.0000e-04 eta: 1:33:34 time: 0.1505 data_time: 0.0036 loss: 0.9371 03/04 01:43:06 - mmengine - INFO - Epoch(train) [93][2100/5005] lr: 1.0000e-04 eta: 1:33:20 time: 0.1557 data_time: 0.0037 loss: 0.8836 03/04 01:43:22 - mmengine - INFO - Epoch(train) [93][2200/5005] lr: 1.0000e-04 eta: 1:33:05 time: 0.1500 data_time: 0.0036 loss: 0.6735 03/04 01:43:37 - mmengine - INFO - Epoch(train) [93][2300/5005] lr: 1.0000e-04 eta: 1:32:50 time: 0.1566 data_time: 0.0036 loss: 0.6887 03/04 01:43:53 - mmengine - INFO - Epoch(train) [93][2400/5005] lr: 1.0000e-04 eta: 1:32:36 time: 0.1512 data_time: 0.0038 loss: 0.6054 03/04 01:44:08 - mmengine - INFO - Epoch(train) [93][2500/5005] lr: 1.0000e-04 eta: 1:32:21 time: 0.1496 data_time: 0.0038 loss: 0.6292 03/04 01:44:14 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:44:24 - mmengine - INFO - Epoch(train) [93][2600/5005] lr: 1.0000e-04 eta: 1:32:06 time: 0.1750 data_time: 0.0039 loss: 0.8136 03/04 01:44:39 - mmengine - INFO - Epoch(train) [93][2700/5005] lr: 1.0000e-04 eta: 1:31:51 time: 0.1475 data_time: 0.0036 loss: 0.8591 03/04 01:44:54 - mmengine - INFO - Epoch(train) [93][2800/5005] lr: 1.0000e-04 eta: 1:31:37 time: 0.1767 data_time: 0.0041 loss: 0.6438 03/04 01:45:10 - mmengine - INFO - Epoch(train) [93][2900/5005] lr: 1.0000e-04 eta: 1:31:22 time: 0.1524 data_time: 0.0040 loss: 0.7097 03/04 01:45:26 - mmengine - INFO - Epoch(train) [93][3000/5005] lr: 1.0000e-04 eta: 1:31:07 time: 0.1416 data_time: 0.0040 loss: 0.7207 03/04 01:45:41 - mmengine - INFO - Epoch(train) [93][3100/5005] lr: 1.0000e-04 eta: 1:30:52 time: 0.1528 data_time: 0.0038 loss: 0.7993 03/04 01:45:56 - mmengine - INFO - Epoch(train) [93][3200/5005] lr: 1.0000e-04 eta: 1:30:38 time: 0.1434 data_time: 0.0038 loss: 0.7019 03/04 01:46:11 - mmengine - INFO - Epoch(train) [93][3300/5005] lr: 1.0000e-04 eta: 1:30:23 time: 0.1506 data_time: 0.0039 loss: 0.7683 03/04 01:46:26 - mmengine - INFO - Epoch(train) [93][3400/5005] lr: 1.0000e-04 eta: 1:30:08 time: 0.1440 data_time: 0.0041 loss: 0.6407 03/04 01:46:41 - mmengine - INFO - Epoch(train) [93][3500/5005] lr: 1.0000e-04 eta: 1:29:54 time: 0.1471 data_time: 0.0037 loss: 0.6749 03/04 01:46:47 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:46:56 - mmengine - INFO - Epoch(train) [93][3600/5005] lr: 1.0000e-04 eta: 1:29:39 time: 0.1481 data_time: 0.0041 loss: 0.8403 03/04 01:47:11 - mmengine - INFO - Epoch(train) [93][3700/5005] lr: 1.0000e-04 eta: 1:29:24 time: 0.1501 data_time: 0.0040 loss: 0.7346 03/04 01:47:27 - mmengine - INFO - Epoch(train) [93][3800/5005] lr: 1.0000e-04 eta: 1:29:09 time: 0.1450 data_time: 0.0037 loss: 0.7453 03/04 01:47:42 - mmengine - INFO - Epoch(train) [93][3900/5005] lr: 1.0000e-04 eta: 1:28:55 time: 0.1515 data_time: 0.0038 loss: 0.7474 03/04 01:47:57 - mmengine - INFO - Epoch(train) [93][4000/5005] lr: 1.0000e-04 eta: 1:28:40 time: 0.1507 data_time: 0.0042 loss: 0.8237 03/04 01:48:12 - mmengine - INFO - Epoch(train) [93][4100/5005] lr: 1.0000e-04 eta: 1:28:25 time: 0.1470 data_time: 0.0040 loss: 0.8721 03/04 01:48:27 - mmengine - INFO - Epoch(train) [93][4200/5005] lr: 1.0000e-04 eta: 1:28:10 time: 0.1450 data_time: 0.0039 loss: 0.7149 03/04 01:48:42 - mmengine - INFO - Epoch(train) [93][4300/5005] lr: 1.0000e-04 eta: 1:27:56 time: 0.1447 data_time: 0.0040 loss: 0.7245 03/04 01:48:57 - mmengine - INFO - Epoch(train) [93][4400/5005] lr: 1.0000e-04 eta: 1:27:41 time: 0.1488 data_time: 0.0040 loss: 0.7809 03/04 01:49:12 - mmengine - INFO - Epoch(train) [93][4500/5005] lr: 1.0000e-04 eta: 1:27:26 time: 0.1454 data_time: 0.0037 loss: 0.8140 03/04 01:49:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:49:27 - mmengine - INFO - Epoch(train) [93][4600/5005] lr: 1.0000e-04 eta: 1:27:11 time: 0.1498 data_time: 0.0042 loss: 0.8441 03/04 01:49:42 - mmengine - INFO - Epoch(train) [93][4700/5005] lr: 1.0000e-04 eta: 1:26:56 time: 0.1449 data_time: 0.0045 loss: 0.6757 03/04 01:49:57 - mmengine - INFO - Epoch(train) [93][4800/5005] lr: 1.0000e-04 eta: 1:26:42 time: 0.1528 data_time: 0.0041 loss: 0.7598 03/04 01:50:12 - mmengine - INFO - Epoch(train) [93][4900/5005] lr: 1.0000e-04 eta: 1:26:27 time: 0.1475 data_time: 0.0039 loss: 0.6990 03/04 01:50:28 - mmengine - INFO - Epoch(train) [93][5000/5005] lr: 1.0000e-04 eta: 1:26:12 time: 0.1786 data_time: 0.0048 loss: 0.7310 03/04 01:50:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:50:29 - mmengine - INFO - Saving checkpoint at 93 epochs 03/04 01:50:37 - mmengine - INFO - Epoch(val) [93][100/196] eta: 0:00:06 time: 0.0618 data_time: 0.0435 03/04 01:51:06 - mmengine - INFO - Epoch(val) [93][196/196] accuracy/top1: 77.5280 accuracy/top5: 93.5880 03/04 01:51:23 - mmengine - INFO - Epoch(train) [94][ 100/5005] lr: 1.0000e-04 eta: 1:25:57 time: 0.1794 data_time: 0.0039 loss: 0.8423 03/04 01:51:39 - mmengine - INFO - Epoch(train) [94][ 200/5005] lr: 1.0000e-04 eta: 1:25:42 time: 0.1595 data_time: 0.0040 loss: 0.8640 03/04 01:51:55 - mmengine - INFO - Epoch(train) [94][ 300/5005] lr: 1.0000e-04 eta: 1:25:28 time: 0.1563 data_time: 0.0041 loss: 0.5924 03/04 01:52:10 - mmengine - INFO - Epoch(train) [94][ 400/5005] lr: 1.0000e-04 eta: 1:25:13 time: 0.1500 data_time: 0.0036 loss: 0.6184 03/04 01:52:25 - mmengine - INFO - Epoch(train) [94][ 500/5005] lr: 1.0000e-04 eta: 1:24:58 time: 0.1467 data_time: 0.0042 loss: 0.8374 03/04 01:52:30 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:52:40 - mmengine - INFO - Epoch(train) [94][ 600/5005] lr: 1.0000e-04 eta: 1:24:43 time: 0.1503 data_time: 0.0035 loss: 0.7279 03/04 01:52:55 - mmengine - INFO - Epoch(train) [94][ 700/5005] lr: 1.0000e-04 eta: 1:24:29 time: 0.1525 data_time: 0.0037 loss: 0.5511 03/04 01:53:11 - mmengine - INFO - Epoch(train) [94][ 800/5005] lr: 1.0000e-04 eta: 1:24:14 time: 0.1552 data_time: 0.0034 loss: 0.7086 03/04 01:53:27 - mmengine - INFO - Epoch(train) [94][ 900/5005] lr: 1.0000e-04 eta: 1:23:59 time: 0.1588 data_time: 0.0041 loss: 0.6657 03/04 01:53:43 - mmengine - INFO - Epoch(train) [94][1000/5005] lr: 1.0000e-04 eta: 1:23:45 time: 0.1587 data_time: 0.0043 loss: 0.8445 03/04 01:53:59 - mmengine - INFO - Epoch(train) [94][1100/5005] lr: 1.0000e-04 eta: 1:23:30 time: 0.1566 data_time: 0.0038 loss: 0.7010 03/04 01:54:15 - mmengine - INFO - Epoch(train) [94][1200/5005] lr: 1.0000e-04 eta: 1:23:15 time: 0.1561 data_time: 0.0034 loss: 0.7522 03/04 01:54:30 - mmengine - INFO - Epoch(train) [94][1300/5005] lr: 1.0000e-04 eta: 1:23:00 time: 0.1451 data_time: 0.0037 loss: 0.8322 03/04 01:54:45 - mmengine - INFO - Epoch(train) [94][1400/5005] lr: 1.0000e-04 eta: 1:22:46 time: 0.1471 data_time: 0.0036 loss: 0.7482 03/04 01:55:00 - mmengine - INFO - Epoch(train) [94][1500/5005] lr: 1.0000e-04 eta: 1:22:31 time: 0.1528 data_time: 0.0034 loss: 0.6962 03/04 01:55:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:55:16 - mmengine - INFO - Epoch(train) [94][1600/5005] lr: 1.0000e-04 eta: 1:22:16 time: 0.1517 data_time: 0.0039 loss: 0.6922 03/04 01:55:32 - mmengine - INFO - Epoch(train) [94][1700/5005] lr: 1.0000e-04 eta: 1:22:01 time: 0.1678 data_time: 0.0037 loss: 0.7845 03/04 01:55:48 - mmengine - INFO - Epoch(train) [94][1800/5005] lr: 1.0000e-04 eta: 1:21:47 time: 0.1535 data_time: 0.0042 loss: 0.6788 03/04 01:56:03 - mmengine - INFO - Epoch(train) [94][1900/5005] lr: 1.0000e-04 eta: 1:21:32 time: 0.1509 data_time: 0.0037 loss: 0.7432 03/04 01:56:18 - mmengine - INFO - Epoch(train) [94][2000/5005] lr: 1.0000e-04 eta: 1:21:17 time: 0.1492 data_time: 0.0039 loss: 0.7283 03/04 01:56:34 - mmengine - INFO - Epoch(train) [94][2100/5005] lr: 1.0000e-04 eta: 1:21:03 time: 0.1686 data_time: 0.0039 loss: 0.6273 03/04 01:56:49 - mmengine - INFO - Epoch(train) [94][2200/5005] lr: 1.0000e-04 eta: 1:20:48 time: 0.1488 data_time: 0.0039 loss: 0.7634 03/04 01:57:04 - mmengine - INFO - Epoch(train) [94][2300/5005] lr: 1.0000e-04 eta: 1:20:33 time: 0.1454 data_time: 0.0040 loss: 0.7225 03/04 01:57:20 - mmengine - INFO - Epoch(train) [94][2400/5005] lr: 1.0000e-04 eta: 1:20:18 time: 0.1514 data_time: 0.0038 loss: 0.6566 03/04 01:57:35 - mmengine - INFO - Epoch(train) [94][2500/5005] lr: 1.0000e-04 eta: 1:20:04 time: 0.1555 data_time: 0.0042 loss: 0.7424 03/04 01:57:41 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 01:57:51 - mmengine - INFO - Epoch(train) [94][2600/5005] lr: 1.0000e-04 eta: 1:19:49 time: 0.1530 data_time: 0.0043 loss: 0.6115 03/04 01:58:07 - mmengine - INFO - Epoch(train) [94][2700/5005] lr: 1.0000e-04 eta: 1:19:34 time: 0.1560 data_time: 0.0038 loss: 0.8112 03/04 01:58:23 - mmengine - INFO - Epoch(train) [94][2800/5005] lr: 1.0000e-04 eta: 1:19:19 time: 0.1546 data_time: 0.0043 loss: 0.8051 03/04 01:58:39 - mmengine - INFO - Epoch(train) [94][2900/5005] lr: 1.0000e-04 eta: 1:19:05 time: 0.1499 data_time: 0.0042 loss: 0.6186 03/04 01:58:54 - mmengine - INFO - Epoch(train) [94][3000/5005] lr: 1.0000e-04 eta: 1:18:50 time: 0.1541 data_time: 0.0040 loss: 0.7374 03/04 01:59:10 - mmengine - INFO - Epoch(train) [94][3100/5005] lr: 1.0000e-04 eta: 1:18:35 time: 0.1511 data_time: 0.0035 loss: 0.8583 03/04 01:59:25 - mmengine - INFO - Epoch(train) [94][3200/5005] lr: 1.0000e-04 eta: 1:18:21 time: 0.1523 data_time: 0.0040 loss: 0.7233 03/04 01:59:41 - mmengine - INFO - Epoch(train) [94][3300/5005] lr: 1.0000e-04 eta: 1:18:06 time: 0.1570 data_time: 0.0040 loss: 0.6337 03/04 01:59:57 - mmengine - INFO - Epoch(train) [94][3400/5005] lr: 1.0000e-04 eta: 1:17:51 time: 0.1509 data_time: 0.0037 loss: 0.6775 03/04 02:00:12 - mmengine - INFO - Epoch(train) [94][3500/5005] lr: 1.0000e-04 eta: 1:17:36 time: 0.1505 data_time: 0.0041 loss: 0.6359 03/04 02:00:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:00:27 - mmengine - INFO - Epoch(train) [94][3600/5005] lr: 1.0000e-04 eta: 1:17:22 time: 0.1462 data_time: 0.0042 loss: 0.6625 03/04 02:00:43 - mmengine - INFO - Epoch(train) [94][3700/5005] lr: 1.0000e-04 eta: 1:17:07 time: 0.1476 data_time: 0.0040 loss: 0.7494 03/04 02:00:58 - mmengine - INFO - Epoch(train) [94][3800/5005] lr: 1.0000e-04 eta: 1:16:52 time: 0.1440 data_time: 0.0040 loss: 0.7718 03/04 02:01:13 - mmengine - INFO - Epoch(train) [94][3900/5005] lr: 1.0000e-04 eta: 1:16:37 time: 0.1475 data_time: 0.0038 loss: 0.6836 03/04 02:01:28 - mmengine - INFO - Epoch(train) [94][4000/5005] lr: 1.0000e-04 eta: 1:16:23 time: 0.1435 data_time: 0.0038 loss: 0.7705 03/04 02:01:43 - mmengine - INFO - Epoch(train) [94][4100/5005] lr: 1.0000e-04 eta: 1:16:08 time: 0.1508 data_time: 0.0043 loss: 0.7907 03/04 02:01:58 - mmengine - INFO - Epoch(train) [94][4200/5005] lr: 1.0000e-04 eta: 1:15:53 time: 0.1492 data_time: 0.0043 loss: 0.8180 03/04 02:02:13 - mmengine - INFO - Epoch(train) [94][4300/5005] lr: 1.0000e-04 eta: 1:15:38 time: 0.1507 data_time: 0.0040 loss: 0.7408 03/04 02:02:28 - mmengine - INFO - Epoch(train) [94][4400/5005] lr: 1.0000e-04 eta: 1:15:24 time: 0.1497 data_time: 0.0041 loss: 0.7900 03/04 02:02:43 - mmengine - INFO - Epoch(train) [94][4500/5005] lr: 1.0000e-04 eta: 1:15:09 time: 0.1437 data_time: 0.0039 loss: 0.6232 03/04 02:02:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:02:58 - mmengine - INFO - Epoch(train) [94][4600/5005] lr: 1.0000e-04 eta: 1:14:54 time: 0.1421 data_time: 0.0038 loss: 0.6938 03/04 02:03:12 - mmengine - INFO - Epoch(train) [94][4700/5005] lr: 1.0000e-04 eta: 1:14:39 time: 0.1643 data_time: 0.0041 loss: 0.7087 03/04 02:03:27 - mmengine - INFO - Epoch(train) [94][4800/5005] lr: 1.0000e-04 eta: 1:14:24 time: 0.1451 data_time: 0.0039 loss: 0.6552 03/04 02:03:42 - mmengine - INFO - Epoch(train) [94][4900/5005] lr: 1.0000e-04 eta: 1:14:10 time: 0.1493 data_time: 0.0040 loss: 0.7905 03/04 02:03:58 - mmengine - INFO - Epoch(train) [94][5000/5005] lr: 1.0000e-04 eta: 1:13:55 time: 0.1497 data_time: 0.0051 loss: 0.8064 03/04 02:03:58 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:03:59 - mmengine - INFO - Saving checkpoint at 94 epochs 03/04 02:04:07 - mmengine - INFO - Epoch(val) [94][100/196] eta: 0:00:06 time: 0.0686 data_time: 0.0493 03/04 02:04:36 - mmengine - INFO - Epoch(val) [94][196/196] accuracy/top1: 77.3600 accuracy/top5: 93.6000 03/04 02:04:51 - mmengine - INFO - Epoch(train) [95][ 100/5005] lr: 1.0000e-04 eta: 1:13:40 time: 0.1443 data_time: 0.0040 loss: 0.7159 03/04 02:05:06 - mmengine - INFO - Epoch(train) [95][ 200/5005] lr: 1.0000e-04 eta: 1:13:25 time: 0.1464 data_time: 0.0042 loss: 0.6954 03/04 02:05:21 - mmengine - INFO - Epoch(train) [95][ 300/5005] lr: 1.0000e-04 eta: 1:13:10 time: 0.1491 data_time: 0.0041 loss: 0.8223 03/04 02:05:37 - mmengine - INFO - Epoch(train) [95][ 400/5005] lr: 1.0000e-04 eta: 1:12:55 time: 0.1468 data_time: 0.0042 loss: 0.8662 03/04 02:05:52 - mmengine - INFO - Epoch(train) [95][ 500/5005] lr: 1.0000e-04 eta: 1:12:40 time: 0.1738 data_time: 0.0040 loss: 0.8512 03/04 02:05:56 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:06:06 - mmengine - INFO - Epoch(train) [95][ 600/5005] lr: 1.0000e-04 eta: 1:12:26 time: 0.1435 data_time: 0.0039 loss: 0.6501 03/04 02:06:21 - mmengine - INFO - Epoch(train) [95][ 700/5005] lr: 1.0000e-04 eta: 1:12:11 time: 0.1395 data_time: 0.0041 loss: 0.7495 03/04 02:06:36 - mmengine - INFO - Epoch(train) [95][ 800/5005] lr: 1.0000e-04 eta: 1:11:56 time: 0.1429 data_time: 0.0043 loss: 0.7075 03/04 02:06:51 - mmengine - INFO - Epoch(train) [95][ 900/5005] lr: 1.0000e-04 eta: 1:11:41 time: 0.1469 data_time: 0.0044 loss: 0.7585 03/04 02:07:06 - mmengine - INFO - Epoch(train) [95][1000/5005] lr: 1.0000e-04 eta: 1:11:27 time: 0.1460 data_time: 0.0040 loss: 0.6990 03/04 02:07:21 - mmengine - INFO - Epoch(train) [95][1100/5005] lr: 1.0000e-04 eta: 1:11:12 time: 0.1469 data_time: 0.0040 loss: 0.6750 03/04 02:07:36 - mmengine - INFO - Epoch(train) [95][1200/5005] lr: 1.0000e-04 eta: 1:10:57 time: 0.1540 data_time: 0.0040 loss: 0.6988 03/04 02:07:52 - mmengine - INFO - Epoch(train) [95][1300/5005] lr: 1.0000e-04 eta: 1:10:42 time: 0.1506 data_time: 0.0041 loss: 0.6395 03/04 02:08:07 - mmengine - INFO - Epoch(train) [95][1400/5005] lr: 1.0000e-04 eta: 1:10:28 time: 0.1503 data_time: 0.0036 loss: 0.8229 03/04 02:08:24 - mmengine - INFO - Epoch(train) [95][1500/5005] lr: 1.0000e-04 eta: 1:10:13 time: 0.1608 data_time: 0.0033 loss: 0.6294 03/04 02:08:28 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:08:39 - mmengine - INFO - Epoch(train) [95][1600/5005] lr: 1.0000e-04 eta: 1:09:58 time: 0.1468 data_time: 0.0041 loss: 0.8125 03/04 02:08:55 - mmengine - INFO - Epoch(train) [95][1700/5005] lr: 1.0000e-04 eta: 1:09:43 time: 0.1568 data_time: 0.0041 loss: 0.5798 03/04 02:09:10 - mmengine - INFO - Epoch(train) [95][1800/5005] lr: 1.0000e-04 eta: 1:09:29 time: 0.1536 data_time: 0.0043 loss: 0.7115 03/04 02:09:25 - mmengine - INFO - Epoch(train) [95][1900/5005] lr: 1.0000e-04 eta: 1:09:14 time: 0.1490 data_time: 0.0041 loss: 0.7724 03/04 02:09:41 - mmengine - INFO - Epoch(train) [95][2000/5005] lr: 1.0000e-04 eta: 1:08:59 time: 0.1511 data_time: 0.0039 loss: 0.7808 03/04 02:09:56 - mmengine - INFO - Epoch(train) [95][2100/5005] lr: 1.0000e-04 eta: 1:08:44 time: 0.1410 data_time: 0.0039 loss: 0.6803 03/04 02:10:11 - mmengine - INFO - Epoch(train) [95][2200/5005] lr: 1.0000e-04 eta: 1:08:30 time: 0.1468 data_time: 0.0039 loss: 0.6041 03/04 02:10:26 - mmengine - INFO - Epoch(train) [95][2300/5005] lr: 1.0000e-04 eta: 1:08:15 time: 0.1459 data_time: 0.0038 loss: 0.6780 03/04 02:10:41 - mmengine - INFO - Epoch(train) [95][2400/5005] lr: 1.0000e-04 eta: 1:08:00 time: 0.1426 data_time: 0.0039 loss: 0.6725 03/04 02:10:56 - mmengine - INFO - Epoch(train) [95][2500/5005] lr: 1.0000e-04 eta: 1:07:45 time: 0.1483 data_time: 0.0041 loss: 0.7715 03/04 02:11:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:11:11 - mmengine - INFO - Epoch(train) [95][2600/5005] lr: 1.0000e-04 eta: 1:07:31 time: 0.1460 data_time: 0.0044 loss: 0.6472 03/04 02:11:26 - mmengine - INFO - Epoch(train) [95][2700/5005] lr: 1.0000e-04 eta: 1:07:16 time: 0.1441 data_time: 0.0038 loss: 0.7352 03/04 02:11:40 - mmengine - INFO - Epoch(train) [95][2800/5005] lr: 1.0000e-04 eta: 1:07:01 time: 0.1442 data_time: 0.0040 loss: 0.7743 03/04 02:11:55 - mmengine - INFO - Epoch(train) [95][2900/5005] lr: 1.0000e-04 eta: 1:06:46 time: 0.1449 data_time: 0.0041 loss: 0.7851 03/04 02:12:10 - mmengine - INFO - Epoch(train) [95][3000/5005] lr: 1.0000e-04 eta: 1:06:32 time: 0.1736 data_time: 0.0040 loss: 0.5689 03/04 02:12:25 - mmengine - INFO - Epoch(train) [95][3100/5005] lr: 1.0000e-04 eta: 1:06:17 time: 0.1433 data_time: 0.0041 loss: 0.6903 03/04 02:12:40 - mmengine - INFO - Epoch(train) [95][3200/5005] lr: 1.0000e-04 eta: 1:06:02 time: 0.1463 data_time: 0.0044 loss: 0.7870 03/04 02:12:55 - mmengine - INFO - Epoch(train) [95][3300/5005] lr: 1.0000e-04 eta: 1:05:47 time: 0.1530 data_time: 0.0041 loss: 0.6670 03/04 02:13:11 - mmengine - INFO - Epoch(train) [95][3400/5005] lr: 1.0000e-04 eta: 1:05:32 time: 0.1503 data_time: 0.0040 loss: 0.6354 03/04 02:13:26 - mmengine - INFO - Epoch(train) [95][3500/5005] lr: 1.0000e-04 eta: 1:05:18 time: 0.1487 data_time: 0.0041 loss: 0.6594 03/04 02:13:31 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:13:42 - mmengine - INFO - Epoch(train) [95][3600/5005] lr: 1.0000e-04 eta: 1:05:03 time: 0.1469 data_time: 0.0042 loss: 0.7280 03/04 02:13:57 - mmengine - INFO - Epoch(train) [95][3700/5005] lr: 1.0000e-04 eta: 1:04:48 time: 0.1464 data_time: 0.0039 loss: 0.8170 03/04 02:14:12 - mmengine - INFO - Epoch(train) [95][3800/5005] lr: 1.0000e-04 eta: 1:04:33 time: 0.1545 data_time: 0.0039 loss: 0.7992 03/04 02:14:28 - mmengine - INFO - Epoch(train) [95][3900/5005] lr: 1.0000e-04 eta: 1:04:19 time: 0.1534 data_time: 0.0039 loss: 0.8178 03/04 02:14:43 - mmengine - INFO - Epoch(train) [95][4000/5005] lr: 1.0000e-04 eta: 1:04:04 time: 0.1418 data_time: 0.0041 loss: 0.7839 03/04 02:14:57 - mmengine - INFO - Epoch(train) [95][4100/5005] lr: 1.0000e-04 eta: 1:03:49 time: 0.1433 data_time: 0.0041 loss: 0.7200 03/04 02:15:12 - mmengine - INFO - Epoch(train) [95][4200/5005] lr: 1.0000e-04 eta: 1:03:34 time: 0.1470 data_time: 0.0040 loss: 0.7962 03/04 02:15:27 - mmengine - INFO - Epoch(train) [95][4300/5005] lr: 1.0000e-04 eta: 1:03:20 time: 0.1510 data_time: 0.0037 loss: 0.6437 03/04 02:15:43 - mmengine - INFO - Epoch(train) [95][4400/5005] lr: 1.0000e-04 eta: 1:03:05 time: 0.1724 data_time: 0.0039 loss: 0.6326 03/04 02:15:58 - mmengine - INFO - Epoch(train) [95][4500/5005] lr: 1.0000e-04 eta: 1:02:50 time: 0.1456 data_time: 0.0041 loss: 0.7017 03/04 02:16:02 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:16:12 - mmengine - INFO - Epoch(train) [95][4600/5005] lr: 1.0000e-04 eta: 1:02:35 time: 0.1408 data_time: 0.0040 loss: 0.7550 03/04 02:16:27 - mmengine - INFO - Epoch(train) [95][4700/5005] lr: 1.0000e-04 eta: 1:02:21 time: 0.1499 data_time: 0.0042 loss: 0.6763 03/04 02:16:42 - mmengine - INFO - Epoch(train) [95][4800/5005] lr: 1.0000e-04 eta: 1:02:06 time: 0.1496 data_time: 0.0041 loss: 0.8421 03/04 02:16:58 - mmengine - INFO - Epoch(train) [95][4900/5005] lr: 1.0000e-04 eta: 1:01:51 time: 0.1515 data_time: 0.0041 loss: 0.7892 03/04 02:17:13 - mmengine - INFO - Epoch(train) [95][5000/5005] lr: 1.0000e-04 eta: 1:01:36 time: 0.1482 data_time: 0.0046 loss: 0.7543 03/04 02:17:14 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:17:14 - mmengine - INFO - Saving checkpoint at 95 epochs 03/04 02:17:22 - mmengine - INFO - Epoch(val) [95][100/196] eta: 0:00:06 time: 0.0678 data_time: 0.0493 03/04 02:17:52 - mmengine - INFO - Epoch(val) [95][196/196] accuracy/top1: 77.4260 accuracy/top5: 93.6320 03/04 02:18:08 - mmengine - INFO - Epoch(train) [96][ 100/5005] lr: 1.0000e-04 eta: 1:01:21 time: 0.1526 data_time: 0.0042 loss: 0.7924 03/04 02:18:23 - mmengine - INFO - Epoch(train) [96][ 200/5005] lr: 1.0000e-04 eta: 1:01:06 time: 0.1519 data_time: 0.0044 loss: 0.8294 03/04 02:18:39 - mmengine - INFO - Epoch(train) [96][ 300/5005] lr: 1.0000e-04 eta: 1:00:51 time: 0.1557 data_time: 0.0040 loss: 0.8490 03/04 02:18:54 - mmengine - INFO - Epoch(train) [96][ 400/5005] lr: 1.0000e-04 eta: 1:00:37 time: 0.1488 data_time: 0.0040 loss: 0.6381 03/04 02:19:10 - mmengine - INFO - Epoch(train) [96][ 500/5005] lr: 1.0000e-04 eta: 1:00:22 time: 0.1507 data_time: 0.0041 loss: 0.7534 03/04 02:19:14 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:19:25 - mmengine - INFO - Epoch(train) [96][ 600/5005] lr: 1.0000e-04 eta: 1:00:07 time: 0.1749 data_time: 0.0037 loss: 0.7432 03/04 02:19:41 - mmengine - INFO - Epoch(train) [96][ 700/5005] lr: 1.0000e-04 eta: 0:59:52 time: 0.1514 data_time: 0.0044 loss: 0.7858 03/04 02:19:56 - mmengine - INFO - Epoch(train) [96][ 800/5005] lr: 1.0000e-04 eta: 0:59:38 time: 0.1468 data_time: 0.0040 loss: 0.6677 03/04 02:20:12 - mmengine - INFO - Epoch(train) [96][ 900/5005] lr: 1.0000e-04 eta: 0:59:23 time: 0.1451 data_time: 0.0039 loss: 0.7907 03/04 02:20:27 - mmengine - INFO - Epoch(train) [96][1000/5005] lr: 1.0000e-04 eta: 0:59:08 time: 0.1496 data_time: 0.0039 loss: 0.6436 03/04 02:20:43 - mmengine - INFO - Epoch(train) [96][1100/5005] lr: 1.0000e-04 eta: 0:58:53 time: 0.1546 data_time: 0.0037 loss: 0.8690 03/04 02:20:59 - mmengine - INFO - Epoch(train) [96][1200/5005] lr: 1.0000e-04 eta: 0:58:39 time: 0.1544 data_time: 0.0042 loss: 0.7081 03/04 02:21:15 - mmengine - INFO - Epoch(train) [96][1300/5005] lr: 1.0000e-04 eta: 0:58:24 time: 0.1562 data_time: 0.0042 loss: 0.8354 03/04 02:21:31 - mmengine - INFO - Epoch(train) [96][1400/5005] lr: 1.0000e-04 eta: 0:58:09 time: 0.1556 data_time: 0.0042 loss: 0.9110 03/04 02:21:47 - mmengine - INFO - Epoch(train) [96][1500/5005] lr: 1.0000e-04 eta: 0:57:55 time: 0.1558 data_time: 0.0042 loss: 0.7241 03/04 02:21:51 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:22:03 - mmengine - INFO - Epoch(train) [96][1600/5005] lr: 1.0000e-04 eta: 0:57:40 time: 0.1569 data_time: 0.0041 loss: 0.7580 03/04 02:22:18 - mmengine - INFO - Epoch(train) [96][1700/5005] lr: 1.0000e-04 eta: 0:57:25 time: 0.1492 data_time: 0.0041 loss: 0.7206 03/04 02:22:34 - mmengine - INFO - Epoch(train) [96][1800/5005] lr: 1.0000e-04 eta: 0:57:10 time: 0.1498 data_time: 0.0041 loss: 0.8286 03/04 02:22:49 - mmengine - INFO - Epoch(train) [96][1900/5005] lr: 1.0000e-04 eta: 0:56:56 time: 0.1525 data_time: 0.0044 loss: 0.7924 03/04 02:23:04 - mmengine - INFO - Epoch(train) [96][2000/5005] lr: 1.0000e-04 eta: 0:56:41 time: 0.1469 data_time: 0.0041 loss: 0.7405 03/04 02:23:19 - mmengine - INFO - Epoch(train) [96][2100/5005] lr: 1.0000e-04 eta: 0:56:26 time: 0.1494 data_time: 0.0038 loss: 0.8037 03/04 02:23:34 - mmengine - INFO - Epoch(train) [96][2200/5005] lr: 1.0000e-04 eta: 0:56:11 time: 0.1466 data_time: 0.0041 loss: 0.6378 03/04 02:23:49 - mmengine - INFO - Epoch(train) [96][2300/5005] lr: 1.0000e-04 eta: 0:55:57 time: 0.1405 data_time: 0.0040 loss: 0.6740 03/04 02:24:04 - mmengine - INFO - Epoch(train) [96][2400/5005] lr: 1.0000e-04 eta: 0:55:42 time: 0.1499 data_time: 0.0042 loss: 0.6626 03/04 02:24:19 - mmengine - INFO - Epoch(train) [96][2500/5005] lr: 1.0000e-04 eta: 0:55:27 time: 0.1504 data_time: 0.0042 loss: 0.7372 03/04 02:24:23 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:24:34 - mmengine - INFO - Epoch(train) [96][2600/5005] lr: 1.0000e-04 eta: 0:55:12 time: 0.1467 data_time: 0.0040 loss: 0.8886 03/04 02:24:50 - mmengine - INFO - Epoch(train) [96][2700/5005] lr: 1.0000e-04 eta: 0:54:57 time: 0.1501 data_time: 0.0044 loss: 0.7712 03/04 02:25:05 - mmengine - INFO - Epoch(train) [96][2800/5005] lr: 1.0000e-04 eta: 0:54:43 time: 0.1457 data_time: 0.0039 loss: 0.6939 03/04 02:25:20 - mmengine - INFO - Epoch(train) [96][2900/5005] lr: 1.0000e-04 eta: 0:54:28 time: 0.1509 data_time: 0.0039 loss: 0.7274 03/04 02:25:35 - mmengine - INFO - Epoch(train) [96][3000/5005] lr: 1.0000e-04 eta: 0:54:13 time: 0.1534 data_time: 0.0042 loss: 0.8207 03/04 02:25:51 - mmengine - INFO - Epoch(train) [96][3100/5005] lr: 1.0000e-04 eta: 0:53:58 time: 0.1512 data_time: 0.0044 loss: 0.6202 03/04 02:26:07 - mmengine - INFO - Epoch(train) [96][3200/5005] lr: 1.0000e-04 eta: 0:53:44 time: 0.1515 data_time: 0.0046 loss: 0.7234 03/04 02:26:22 - mmengine - INFO - Epoch(train) [96][3300/5005] lr: 1.0000e-04 eta: 0:53:29 time: 0.1474 data_time: 0.0044 loss: 0.7819 03/04 02:26:37 - mmengine - INFO - Epoch(train) [96][3400/5005] lr: 1.0000e-04 eta: 0:53:14 time: 0.1416 data_time: 0.0042 loss: 0.8235 03/04 02:26:52 - mmengine - INFO - Epoch(train) [96][3500/5005] lr: 1.0000e-04 eta: 0:52:59 time: 0.1476 data_time: 0.0040 loss: 0.7346 03/04 02:26:55 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:27:07 - mmengine - INFO - Epoch(train) [96][3600/5005] lr: 1.0000e-04 eta: 0:52:45 time: 0.1443 data_time: 0.0044 loss: 0.8470 03/04 02:27:22 - mmengine - INFO - Epoch(train) [96][3700/5005] lr: 1.0000e-04 eta: 0:52:30 time: 0.1414 data_time: 0.0044 loss: 0.7182 03/04 02:27:37 - mmengine - INFO - Epoch(train) [96][3800/5005] lr: 1.0000e-04 eta: 0:52:15 time: 0.1470 data_time: 0.0041 loss: 0.8190 03/04 02:27:52 - mmengine - INFO - Epoch(train) [96][3900/5005] lr: 1.0000e-04 eta: 0:52:00 time: 0.1471 data_time: 0.0044 loss: 0.6747 03/04 02:28:07 - mmengine - INFO - Epoch(train) [96][4000/5005] lr: 1.0000e-04 eta: 0:51:46 time: 0.1419 data_time: 0.0044 loss: 0.6145 03/04 02:28:22 - mmengine - INFO - Epoch(train) [96][4100/5005] lr: 1.0000e-04 eta: 0:51:31 time: 0.1508 data_time: 0.0043 loss: 0.7814 03/04 02:28:37 - mmengine - INFO - Epoch(train) [96][4200/5005] lr: 1.0000e-04 eta: 0:51:16 time: 0.1433 data_time: 0.0042 loss: 0.6868 03/04 02:28:51 - mmengine - INFO - Epoch(train) [96][4300/5005] lr: 1.0000e-04 eta: 0:51:01 time: 0.1388 data_time: 0.0041 loss: 0.7406 03/04 02:29:06 - mmengine - INFO - Epoch(train) [96][4400/5005] lr: 1.0000e-04 eta: 0:50:46 time: 0.1429 data_time: 0.0041 loss: 0.7131 03/04 02:29:21 - mmengine - INFO - Epoch(train) [96][4500/5005] lr: 1.0000e-04 eta: 0:50:32 time: 0.1512 data_time: 0.0041 loss: 0.6938 03/04 02:29:24 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:29:36 - mmengine - INFO - Epoch(train) [96][4600/5005] lr: 1.0000e-04 eta: 0:50:17 time: 0.1439 data_time: 0.0041 loss: 0.7409 03/04 02:29:51 - mmengine - INFO - Epoch(train) [96][4700/5005] lr: 1.0000e-04 eta: 0:50:02 time: 0.1463 data_time: 0.0042 loss: 0.6806 03/04 02:30:06 - mmengine - INFO - Epoch(train) [96][4800/5005] lr: 1.0000e-04 eta: 0:49:47 time: 0.1505 data_time: 0.0041 loss: 0.8296 03/04 02:30:21 - mmengine - INFO - Epoch(train) [96][4900/5005] lr: 1.0000e-04 eta: 0:49:33 time: 0.1384 data_time: 0.0044 loss: 0.6970 03/04 02:30:36 - mmengine - INFO - Epoch(train) [96][5000/5005] lr: 1.0000e-04 eta: 0:49:18 time: 0.1482 data_time: 0.0047 loss: 0.7351 03/04 02:30:37 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:30:37 - mmengine - INFO - Saving checkpoint at 96 epochs 03/04 02:30:46 - mmengine - INFO - Epoch(val) [96][100/196] eta: 0:00:07 time: 0.0701 data_time: 0.0511 03/04 02:31:16 - mmengine - INFO - Epoch(val) [96][196/196] accuracy/top1: 77.5580 accuracy/top5: 93.6080 03/04 02:31:32 - mmengine - INFO - Epoch(train) [97][ 100/5005] lr: 1.0000e-04 eta: 0:49:02 time: 0.1469 data_time: 0.0038 loss: 0.8405 03/04 02:31:47 - mmengine - INFO - Epoch(train) [97][ 200/5005] lr: 1.0000e-04 eta: 0:48:48 time: 0.1532 data_time: 0.0035 loss: 0.7179 03/04 02:32:03 - mmengine - INFO - Epoch(train) [97][ 300/5005] lr: 1.0000e-04 eta: 0:48:33 time: 0.1536 data_time: 0.0038 loss: 0.7207 03/04 02:32:18 - mmengine - INFO - Epoch(train) [97][ 400/5005] lr: 1.0000e-04 eta: 0:48:18 time: 0.1462 data_time: 0.0039 loss: 0.7943 03/04 02:32:32 - mmengine - INFO - Epoch(train) [97][ 500/5005] lr: 1.0000e-04 eta: 0:48:03 time: 0.1423 data_time: 0.0040 loss: 0.8386 03/04 02:32:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:32:47 - mmengine - INFO - Epoch(train) [97][ 600/5005] lr: 1.0000e-04 eta: 0:47:48 time: 0.1708 data_time: 0.0041 loss: 0.6916 03/04 02:33:02 - mmengine - INFO - Epoch(train) [97][ 700/5005] lr: 1.0000e-04 eta: 0:47:34 time: 0.1487 data_time: 0.0038 loss: 0.6549 03/04 02:33:17 - mmengine - INFO - Epoch(train) [97][ 800/5005] lr: 1.0000e-04 eta: 0:47:19 time: 0.1463 data_time: 0.0040 loss: 0.8621 03/04 02:33:33 - mmengine - INFO - Epoch(train) [97][ 900/5005] lr: 1.0000e-04 eta: 0:47:04 time: 0.1516 data_time: 0.0037 loss: 0.6928 03/04 02:33:47 - mmengine - INFO - Epoch(train) [97][1000/5005] lr: 1.0000e-04 eta: 0:46:49 time: 0.1479 data_time: 0.0039 loss: 0.6718 03/04 02:34:02 - mmengine - INFO - Epoch(train) [97][1100/5005] lr: 1.0000e-04 eta: 0:46:35 time: 0.1481 data_time: 0.0039 loss: 0.6525 03/04 02:34:18 - mmengine - INFO - Epoch(train) [97][1200/5005] lr: 1.0000e-04 eta: 0:46:20 time: 0.1536 data_time: 0.0042 loss: 0.7303 03/04 02:34:33 - mmengine - INFO - Epoch(train) [97][1300/5005] lr: 1.0000e-04 eta: 0:46:05 time: 0.1436 data_time: 0.0041 loss: 0.7461 03/04 02:34:48 - mmengine - INFO - Epoch(train) [97][1400/5005] lr: 1.0000e-04 eta: 0:45:50 time: 0.1439 data_time: 0.0044 loss: 0.8773 03/04 02:35:04 - mmengine - INFO - Epoch(train) [97][1500/5005] lr: 1.0000e-04 eta: 0:45:36 time: 0.1533 data_time: 0.0042 loss: 0.7185 03/04 02:35:07 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:35:19 - mmengine - INFO - Epoch(train) [97][1600/5005] lr: 1.0000e-04 eta: 0:45:21 time: 0.1501 data_time: 0.0040 loss: 0.6738 03/04 02:35:35 - mmengine - INFO - Epoch(train) [97][1700/5005] lr: 1.0000e-04 eta: 0:45:06 time: 0.1508 data_time: 0.0041 loss: 0.7996 03/04 02:35:50 - mmengine - INFO - Epoch(train) [97][1800/5005] lr: 1.0000e-04 eta: 0:44:51 time: 0.1413 data_time: 0.0038 loss: 0.6355 03/04 02:36:06 - mmengine - INFO - Epoch(train) [97][1900/5005] lr: 1.0000e-04 eta: 0:44:37 time: 0.1823 data_time: 0.0041 loss: 0.6903 03/04 02:36:21 - mmengine - INFO - Epoch(train) [97][2000/5005] lr: 1.0000e-04 eta: 0:44:22 time: 0.1559 data_time: 0.0040 loss: 0.7442 03/04 02:36:37 - mmengine - INFO - Epoch(train) [97][2100/5005] lr: 1.0000e-04 eta: 0:44:07 time: 0.1546 data_time: 0.0040 loss: 0.6462 03/04 02:36:53 - mmengine - INFO - Epoch(train) [97][2200/5005] lr: 1.0000e-04 eta: 0:43:52 time: 0.1525 data_time: 0.0041 loss: 0.6290 03/04 02:37:08 - mmengine - INFO - Epoch(train) [97][2300/5005] lr: 1.0000e-04 eta: 0:43:38 time: 0.1524 data_time: 0.0043 loss: 0.7222 03/04 02:37:24 - mmengine - INFO - Epoch(train) [97][2400/5005] lr: 1.0000e-04 eta: 0:43:23 time: 0.1527 data_time: 0.0040 loss: 0.7295 03/04 02:37:39 - mmengine - INFO - Epoch(train) [97][2500/5005] lr: 1.0000e-04 eta: 0:43:08 time: 0.1524 data_time: 0.0046 loss: 0.7832 03/04 02:37:42 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:37:55 - mmengine - INFO - Epoch(train) [97][2600/5005] lr: 1.0000e-04 eta: 0:42:53 time: 0.1561 data_time: 0.0044 loss: 0.7658 03/04 02:38:11 - mmengine - INFO - Epoch(train) [97][2700/5005] lr: 1.0000e-04 eta: 0:42:39 time: 0.1823 data_time: 0.0039 loss: 0.7839 03/04 02:38:27 - mmengine - INFO - Epoch(train) [97][2800/5005] lr: 1.0000e-04 eta: 0:42:24 time: 0.1531 data_time: 0.0044 loss: 0.7805 03/04 02:38:43 - mmengine - INFO - Epoch(train) [97][2900/5005] lr: 1.0000e-04 eta: 0:42:09 time: 0.1567 data_time: 0.0043 loss: 0.7813 03/04 02:38:58 - mmengine - INFO - Epoch(train) [97][3000/5005] lr: 1.0000e-04 eta: 0:41:54 time: 0.1519 data_time: 0.0042 loss: 0.7784 03/04 02:39:13 - mmengine - INFO - Epoch(train) [97][3100/5005] lr: 1.0000e-04 eta: 0:41:40 time: 0.1460 data_time: 0.0041 loss: 0.6837 03/04 02:39:29 - mmengine - INFO - Epoch(train) [97][3200/5005] lr: 1.0000e-04 eta: 0:41:25 time: 0.1517 data_time: 0.0040 loss: 0.6559 03/04 02:39:45 - mmengine - INFO - Epoch(train) [97][3300/5005] lr: 1.0000e-04 eta: 0:41:10 time: 0.1606 data_time: 0.0043 loss: 0.7317 03/04 02:40:00 - mmengine - INFO - Epoch(train) [97][3400/5005] lr: 1.0000e-04 eta: 0:40:55 time: 0.1493 data_time: 0.0042 loss: 0.6531 03/04 02:40:15 - mmengine - INFO - Epoch(train) [97][3500/5005] lr: 1.0000e-04 eta: 0:40:41 time: 0.1493 data_time: 0.0040 loss: 0.7052 03/04 02:40:18 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:40:30 - mmengine - INFO - Epoch(train) [97][3600/5005] lr: 1.0000e-04 eta: 0:40:26 time: 0.1522 data_time: 0.0039 loss: 0.7005 03/04 02:40:46 - mmengine - INFO - Epoch(train) [97][3700/5005] lr: 1.0000e-04 eta: 0:40:11 time: 0.1524 data_time: 0.0042 loss: 0.6822 03/04 02:41:01 - mmengine - INFO - Epoch(train) [97][3800/5005] lr: 1.0000e-04 eta: 0:39:56 time: 0.1481 data_time: 0.0040 loss: 0.7260 03/04 02:41:16 - mmengine - INFO - Epoch(train) [97][3900/5005] lr: 1.0000e-04 eta: 0:39:41 time: 0.1468 data_time: 0.0039 loss: 0.8645 03/04 02:41:32 - mmengine - INFO - Epoch(train) [97][4000/5005] lr: 1.0000e-04 eta: 0:39:27 time: 0.1466 data_time: 0.0040 loss: 0.5347 03/04 02:41:47 - mmengine - INFO - Epoch(train) [97][4100/5005] lr: 1.0000e-04 eta: 0:39:12 time: 0.1501 data_time: 0.0042 loss: 0.7658 03/04 02:42:02 - mmengine - INFO - Epoch(train) [97][4200/5005] lr: 1.0000e-04 eta: 0:38:57 time: 0.1524 data_time: 0.0039 loss: 0.5816 03/04 02:42:18 - mmengine - INFO - Epoch(train) [97][4300/5005] lr: 1.0000e-04 eta: 0:38:42 time: 0.1556 data_time: 0.0037 loss: 0.6942 03/04 02:42:34 - mmengine - INFO - Epoch(train) [97][4400/5005] lr: 1.0000e-04 eta: 0:38:28 time: 0.1552 data_time: 0.0040 loss: 0.7918 03/04 02:42:50 - mmengine - INFO - Epoch(train) [97][4500/5005] lr: 1.0000e-04 eta: 0:38:13 time: 0.1534 data_time: 0.0041 loss: 0.7413 03/04 02:42:53 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:43:05 - mmengine - INFO - Epoch(train) [97][4600/5005] lr: 1.0000e-04 eta: 0:37:58 time: 0.1509 data_time: 0.0044 loss: 0.7974 03/04 02:43:20 - mmengine - INFO - Epoch(train) [97][4700/5005] lr: 1.0000e-04 eta: 0:37:43 time: 0.1498 data_time: 0.0041 loss: 0.7399 03/04 02:43:36 - mmengine - INFO - Epoch(train) [97][4800/5005] lr: 1.0000e-04 eta: 0:37:29 time: 0.1506 data_time: 0.0043 loss: 0.6631 03/04 02:43:51 - mmengine - INFO - Epoch(train) [97][4900/5005] lr: 1.0000e-04 eta: 0:37:14 time: 0.1567 data_time: 0.0041 loss: 0.7565 03/04 02:44:07 - mmengine - INFO - Epoch(train) [97][5000/5005] lr: 1.0000e-04 eta: 0:36:59 time: 0.1539 data_time: 0.0049 loss: 0.7864 03/04 02:44:08 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:44:08 - mmengine - INFO - Saving checkpoint at 97 epochs 03/04 02:44:16 - mmengine - INFO - Epoch(val) [97][100/196] eta: 0:00:06 time: 0.0612 data_time: 0.0429 03/04 02:44:45 - mmengine - INFO - Epoch(val) [97][196/196] accuracy/top1: 77.4900 accuracy/top5: 93.6220 03/04 02:45:01 - mmengine - INFO - Epoch(train) [98][ 100/5005] lr: 1.0000e-04 eta: 0:36:44 time: 0.1541 data_time: 0.0038 loss: 0.8102 03/04 02:45:17 - mmengine - INFO - Epoch(train) [98][ 200/5005] lr: 1.0000e-04 eta: 0:36:29 time: 0.1504 data_time: 0.0036 loss: 0.6381 03/04 02:45:33 - mmengine - INFO - Epoch(train) [98][ 300/5005] lr: 1.0000e-04 eta: 0:36:14 time: 0.1514 data_time: 0.0038 loss: 0.6746 03/04 02:45:49 - mmengine - INFO - Epoch(train) [98][ 400/5005] lr: 1.0000e-04 eta: 0:35:59 time: 0.1505 data_time: 0.0040 loss: 0.8852 03/04 02:46:04 - mmengine - INFO - Epoch(train) [98][ 500/5005] lr: 1.0000e-04 eta: 0:35:45 time: 0.1538 data_time: 0.0042 loss: 0.7826 03/04 02:46:06 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:46:20 - mmengine - INFO - Epoch(train) [98][ 600/5005] lr: 1.0000e-04 eta: 0:35:30 time: 0.1542 data_time: 0.0040 loss: 0.8867 03/04 02:46:35 - mmengine - INFO - Epoch(train) [98][ 700/5005] lr: 1.0000e-04 eta: 0:35:15 time: 0.1527 data_time: 0.0043 loss: 0.7398 03/04 02:46:51 - mmengine - INFO - Epoch(train) [98][ 800/5005] lr: 1.0000e-04 eta: 0:35:00 time: 0.1824 data_time: 0.0044 loss: 0.6704 03/04 02:47:07 - mmengine - INFO - Epoch(train) [98][ 900/5005] lr: 1.0000e-04 eta: 0:34:46 time: 0.1533 data_time: 0.0037 loss: 0.8692 03/04 02:47:22 - mmengine - INFO - Epoch(train) [98][1000/5005] lr: 1.0000e-04 eta: 0:34:31 time: 0.1517 data_time: 0.0039 loss: 0.7667 03/04 02:47:38 - mmengine - INFO - Epoch(train) [98][1100/5005] lr: 1.0000e-04 eta: 0:34:16 time: 0.1519 data_time: 0.0043 loss: 0.7530 03/04 02:47:53 - mmengine - INFO - Epoch(train) [98][1200/5005] lr: 1.0000e-04 eta: 0:34:01 time: 0.1547 data_time: 0.0042 loss: 0.7863 03/04 02:48:09 - mmengine - INFO - Epoch(train) [98][1300/5005] lr: 1.0000e-04 eta: 0:33:47 time: 0.1534 data_time: 0.0034 loss: 0.7677 03/04 02:48:24 - mmengine - INFO - Epoch(train) [98][1400/5005] lr: 1.0000e-04 eta: 0:33:32 time: 0.1695 data_time: 0.0042 loss: 0.8220 03/04 02:48:39 - mmengine - INFO - Epoch(train) [98][1500/5005] lr: 1.0000e-04 eta: 0:33:17 time: 0.1471 data_time: 0.0042 loss: 0.6413 03/04 02:48:41 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:48:54 - mmengine - INFO - Epoch(train) [98][1600/5005] lr: 1.0000e-04 eta: 0:33:02 time: 0.1533 data_time: 0.0040 loss: 0.7222 03/04 02:49:09 - mmengine - INFO - Epoch(train) [98][1700/5005] lr: 1.0000e-04 eta: 0:32:47 time: 0.1518 data_time: 0.0045 loss: 0.6517 03/04 02:49:25 - mmengine - INFO - Epoch(train) [98][1800/5005] lr: 1.0000e-04 eta: 0:32:33 time: 0.1542 data_time: 0.0044 loss: 0.6740 03/04 02:49:41 - mmengine - INFO - Epoch(train) [98][1900/5005] lr: 1.0000e-04 eta: 0:32:18 time: 0.1495 data_time: 0.0038 loss: 0.7686 03/04 02:49:56 - mmengine - INFO - Epoch(train) [98][2000/5005] lr: 1.0000e-04 eta: 0:32:03 time: 0.1437 data_time: 0.0042 loss: 0.7955 03/04 02:50:11 - mmengine - INFO - Epoch(train) [98][2100/5005] lr: 1.0000e-04 eta: 0:31:48 time: 0.1483 data_time: 0.0042 loss: 0.6803 03/04 02:50:26 - mmengine - INFO - Epoch(train) [98][2200/5005] lr: 1.0000e-04 eta: 0:31:34 time: 0.1523 data_time: 0.0039 loss: 0.6528 03/04 02:50:41 - mmengine - INFO - Epoch(train) [98][2300/5005] lr: 1.0000e-04 eta: 0:31:19 time: 0.1519 data_time: 0.0045 loss: 0.7053 03/04 02:50:56 - mmengine - INFO - Epoch(train) [98][2400/5005] lr: 1.0000e-04 eta: 0:31:04 time: 0.1687 data_time: 0.0042 loss: 0.7305 03/04 02:51:11 - mmengine - INFO - Epoch(train) [98][2500/5005] lr: 1.0000e-04 eta: 0:30:49 time: 0.1403 data_time: 0.0043 loss: 0.5937 03/04 02:51:13 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:51:26 - mmengine - INFO - Epoch(train) [98][2600/5005] lr: 1.0000e-04 eta: 0:30:34 time: 0.1489 data_time: 0.0041 loss: 0.7839 03/04 02:51:41 - mmengine - INFO - Epoch(train) [98][2700/5005] lr: 1.0000e-04 eta: 0:30:20 time: 0.1379 data_time: 0.0042 loss: 0.8807 03/04 02:51:56 - mmengine - INFO - Epoch(train) [98][2800/5005] lr: 1.0000e-04 eta: 0:30:05 time: 0.1453 data_time: 0.0045 loss: 0.6686 03/04 02:52:11 - mmengine - INFO - Epoch(train) [98][2900/5005] lr: 1.0000e-04 eta: 0:29:50 time: 0.1441 data_time: 0.0040 loss: 0.8184 03/04 02:52:26 - mmengine - INFO - Epoch(train) [98][3000/5005] lr: 1.0000e-04 eta: 0:29:35 time: 0.1402 data_time: 0.0042 loss: 0.6863 03/04 02:52:41 - mmengine - INFO - Epoch(train) [98][3100/5005] lr: 1.0000e-04 eta: 0:29:21 time: 0.1438 data_time: 0.0044 loss: 0.6553 03/04 02:52:56 - mmengine - INFO - Epoch(train) [98][3200/5005] lr: 1.0000e-04 eta: 0:29:06 time: 0.1641 data_time: 0.0041 loss: 0.7726 03/04 02:53:11 - mmengine - INFO - Epoch(train) [98][3300/5005] lr: 1.0000e-04 eta: 0:28:51 time: 0.1449 data_time: 0.0044 loss: 0.7584 03/04 02:53:26 - mmengine - INFO - Epoch(train) [98][3400/5005] lr: 1.0000e-04 eta: 0:28:36 time: 0.1461 data_time: 0.0042 loss: 0.7678 03/04 02:53:41 - mmengine - INFO - Epoch(train) [98][3500/5005] lr: 1.0000e-04 eta: 0:28:21 time: 0.1523 data_time: 0.0040 loss: 0.8160 03/04 02:53:44 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:53:57 - mmengine - INFO - Epoch(train) [98][3600/5005] lr: 1.0000e-04 eta: 0:28:07 time: 0.1557 data_time: 0.0046 loss: 0.6727 03/04 02:54:13 - mmengine - INFO - Epoch(train) [98][3700/5005] lr: 1.0000e-04 eta: 0:27:52 time: 0.1555 data_time: 0.0044 loss: 0.7034 03/04 02:54:29 - mmengine - INFO - Epoch(train) [98][3800/5005] lr: 1.0000e-04 eta: 0:27:37 time: 0.1515 data_time: 0.0043 loss: 0.8425 03/04 02:54:44 - mmengine - INFO - Epoch(train) [98][3900/5005] lr: 1.0000e-04 eta: 0:27:22 time: 0.1494 data_time: 0.0043 loss: 0.8762 03/04 02:55:00 - mmengine - INFO - Epoch(train) [98][4000/5005] lr: 1.0000e-04 eta: 0:27:08 time: 0.1543 data_time: 0.0041 loss: 0.7456 03/04 02:55:15 - mmengine - INFO - Epoch(train) [98][4100/5005] lr: 1.0000e-04 eta: 0:26:53 time: 0.1480 data_time: 0.0040 loss: 0.7620 03/04 02:55:30 - mmengine - INFO - Epoch(train) [98][4200/5005] lr: 1.0000e-04 eta: 0:26:38 time: 0.1485 data_time: 0.0040 loss: 0.8374 03/04 02:55:45 - mmengine - INFO - Epoch(train) [98][4300/5005] lr: 1.0000e-04 eta: 0:26:23 time: 0.1459 data_time: 0.0042 loss: 0.8033 03/04 02:56:00 - mmengine - INFO - Epoch(train) [98][4400/5005] lr: 1.0000e-04 eta: 0:26:09 time: 0.1479 data_time: 0.0042 loss: 0.7000 03/04 02:56:15 - mmengine - INFO - Epoch(train) [98][4500/5005] lr: 1.0000e-04 eta: 0:25:54 time: 0.1447 data_time: 0.0042 loss: 0.8870 03/04 02:56:17 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:56:30 - mmengine - INFO - Epoch(train) [98][4600/5005] lr: 1.0000e-04 eta: 0:25:39 time: 0.1525 data_time: 0.0041 loss: 0.7384 03/04 02:56:46 - mmengine - INFO - Epoch(train) [98][4700/5005] lr: 1.0000e-04 eta: 0:25:24 time: 0.1558 data_time: 0.0042 loss: 0.6134 03/04 02:57:01 - mmengine - INFO - Epoch(train) [98][4800/5005] lr: 1.0000e-04 eta: 0:25:09 time: 0.1500 data_time: 0.0040 loss: 0.7454 03/04 02:57:17 - mmengine - INFO - Epoch(train) [98][4900/5005] lr: 1.0000e-04 eta: 0:24:55 time: 0.1539 data_time: 0.0043 loss: 0.6502 03/04 02:57:31 - mmengine - INFO - Epoch(train) [98][5000/5005] lr: 1.0000e-04 eta: 0:24:40 time: 0.1468 data_time: 0.0048 loss: 0.8848 03/04 02:57:32 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:57:33 - mmengine - INFO - Saving checkpoint at 98 epochs 03/04 02:57:40 - mmengine - INFO - Epoch(val) [98][100/196] eta: 0:00:06 time: 0.0662 data_time: 0.0475 03/04 02:58:09 - mmengine - INFO - Epoch(val) [98][196/196] accuracy/top1: 77.6080 accuracy/top5: 93.5920 03/04 02:58:25 - mmengine - INFO - Epoch(train) [99][ 100/5005] lr: 1.0000e-04 eta: 0:24:24 time: 0.1531 data_time: 0.0037 loss: 0.7763 03/04 02:58:40 - mmengine - INFO - Epoch(train) [99][ 200/5005] lr: 1.0000e-04 eta: 0:24:10 time: 0.1484 data_time: 0.0039 loss: 0.7116 03/04 02:58:56 - mmengine - INFO - Epoch(train) [99][ 300/5005] lr: 1.0000e-04 eta: 0:23:55 time: 0.1474 data_time: 0.0039 loss: 0.7570 03/04 02:59:10 - mmengine - INFO - Epoch(train) [99][ 400/5005] lr: 1.0000e-04 eta: 0:23:40 time: 0.1455 data_time: 0.0042 loss: 0.8721 03/04 02:59:26 - mmengine - INFO - Epoch(train) [99][ 500/5005] lr: 1.0000e-04 eta: 0:23:25 time: 0.1468 data_time: 0.0038 loss: 0.6220 03/04 02:59:27 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 02:59:41 - mmengine - INFO - Epoch(train) [99][ 600/5005] lr: 1.0000e-04 eta: 0:23:10 time: 0.1464 data_time: 0.0043 loss: 0.5742 03/04 02:59:56 - mmengine - INFO - Epoch(train) [99][ 700/5005] lr: 1.0000e-04 eta: 0:22:56 time: 0.1511 data_time: 0.0044 loss: 0.7219 03/04 03:00:11 - mmengine - INFO - Epoch(train) [99][ 800/5005] lr: 1.0000e-04 eta: 0:22:41 time: 0.1482 data_time: 0.0044 loss: 0.8653 03/04 03:00:26 - mmengine - INFO - Epoch(train) [99][ 900/5005] lr: 1.0000e-04 eta: 0:22:26 time: 0.1529 data_time: 0.0043 loss: 0.7093 03/04 03:00:42 - mmengine - INFO - Epoch(train) [99][1000/5005] lr: 1.0000e-04 eta: 0:22:11 time: 0.1551 data_time: 0.0038 loss: 0.8207 03/04 03:00:58 - mmengine - INFO - Epoch(train) [99][1100/5005] lr: 1.0000e-04 eta: 0:21:57 time: 0.1470 data_time: 0.0042 loss: 0.8150 03/04 03:01:13 - mmengine - INFO - Epoch(train) [99][1200/5005] lr: 1.0000e-04 eta: 0:21:42 time: 0.1505 data_time: 0.0041 loss: 0.7476 03/04 03:01:28 - mmengine - INFO - Epoch(train) [99][1300/5005] lr: 1.0000e-04 eta: 0:21:27 time: 0.1489 data_time: 0.0047 loss: 0.5804 03/04 03:01:43 - mmengine - INFO - Epoch(train) [99][1400/5005] lr: 1.0000e-04 eta: 0:21:12 time: 0.1432 data_time: 0.0042 loss: 0.7246 03/04 03:01:59 - mmengine - INFO - Epoch(train) [99][1500/5005] lr: 1.0000e-04 eta: 0:20:58 time: 0.1508 data_time: 0.0041 loss: 0.8075 03/04 03:02:00 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:02:14 - mmengine - INFO - Epoch(train) [99][1600/5005] lr: 1.0000e-04 eta: 0:20:43 time: 0.1519 data_time: 0.0044 loss: 0.7475 03/04 03:02:29 - mmengine - INFO - Epoch(train) [99][1700/5005] lr: 1.0000e-04 eta: 0:20:28 time: 0.1492 data_time: 0.0037 loss: 0.8090 03/04 03:02:45 - mmengine - INFO - Epoch(train) [99][1800/5005] lr: 1.0000e-04 eta: 0:20:13 time: 0.1410 data_time: 0.0042 loss: 0.7261 03/04 03:03:00 - mmengine - INFO - Epoch(train) [99][1900/5005] lr: 1.0000e-04 eta: 0:19:58 time: 0.1486 data_time: 0.0038 loss: 0.7220 03/04 03:03:15 - mmengine - INFO - Epoch(train) [99][2000/5005] lr: 1.0000e-04 eta: 0:19:44 time: 0.1539 data_time: 0.0039 loss: 0.7007 03/04 03:03:30 - mmengine - INFO - Epoch(train) [99][2100/5005] lr: 1.0000e-04 eta: 0:19:29 time: 0.1705 data_time: 0.0040 loss: 0.8884 03/04 03:03:45 - mmengine - INFO - Epoch(train) [99][2200/5005] lr: 1.0000e-04 eta: 0:19:14 time: 0.1394 data_time: 0.0042 loss: 0.8330 03/04 03:04:01 - mmengine - INFO - Epoch(train) [99][2300/5005] lr: 1.0000e-04 eta: 0:18:59 time: 0.1482 data_time: 0.0042 loss: 0.7638 03/04 03:04:16 - mmengine - INFO - Epoch(train) [99][2400/5005] lr: 1.0000e-04 eta: 0:18:45 time: 0.1713 data_time: 0.0036 loss: 0.7801 03/04 03:04:31 - mmengine - INFO - Epoch(train) [99][2500/5005] lr: 1.0000e-04 eta: 0:18:30 time: 0.1508 data_time: 0.0044 loss: 0.6321 03/04 03:04:33 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:04:47 - mmengine - INFO - Epoch(train) [99][2600/5005] lr: 1.0000e-04 eta: 0:18:15 time: 0.1481 data_time: 0.0041 loss: 0.7057 03/04 03:05:02 - mmengine - INFO - Epoch(train) [99][2700/5005] lr: 1.0000e-04 eta: 0:18:00 time: 0.1506 data_time: 0.0043 loss: 0.7709 03/04 03:05:17 - mmengine - INFO - Epoch(train) [99][2800/5005] lr: 1.0000e-04 eta: 0:17:45 time: 0.1515 data_time: 0.0036 loss: 0.6705 03/04 03:05:33 - mmengine - INFO - Epoch(train) [99][2900/5005] lr: 1.0000e-04 eta: 0:17:31 time: 0.1428 data_time: 0.0044 loss: 0.7949 03/04 03:05:47 - mmengine - INFO - Epoch(train) [99][3000/5005] lr: 1.0000e-04 eta: 0:17:16 time: 0.1459 data_time: 0.0043 loss: 0.7677 03/04 03:06:02 - mmengine - INFO - Epoch(train) [99][3100/5005] lr: 1.0000e-04 eta: 0:17:01 time: 0.1370 data_time: 0.0045 loss: 0.6104 03/04 03:06:16 - mmengine - INFO - Epoch(train) [99][3200/5005] lr: 1.0000e-04 eta: 0:16:46 time: 0.1451 data_time: 0.0043 loss: 0.6192 03/04 03:06:31 - mmengine - INFO - Epoch(train) [99][3300/5005] lr: 1.0000e-04 eta: 0:16:31 time: 0.1459 data_time: 0.0042 loss: 0.6425 03/04 03:06:46 - mmengine - INFO - Epoch(train) [99][3400/5005] lr: 1.0000e-04 eta: 0:16:17 time: 0.1699 data_time: 0.0042 loss: 0.7779 03/04 03:07:02 - mmengine - INFO - Epoch(train) [99][3500/5005] lr: 1.0000e-04 eta: 0:16:02 time: 0.1490 data_time: 0.0040 loss: 0.8704 03/04 03:07:03 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:07:17 - mmengine - INFO - Epoch(train) [99][3600/5005] lr: 1.0000e-04 eta: 0:15:47 time: 0.1438 data_time: 0.0043 loss: 0.9019 03/04 03:07:32 - mmengine - INFO - Epoch(train) [99][3700/5005] lr: 1.0000e-04 eta: 0:15:32 time: 0.1472 data_time: 0.0043 loss: 0.8075 03/04 03:07:47 - mmengine - INFO - Epoch(train) [99][3800/5005] lr: 1.0000e-04 eta: 0:15:18 time: 0.1496 data_time: 0.0042 loss: 0.6844 03/04 03:08:02 - mmengine - INFO - Epoch(train) [99][3900/5005] lr: 1.0000e-04 eta: 0:15:03 time: 0.1470 data_time: 0.0040 loss: 0.7894 03/04 03:08:17 - mmengine - INFO - Epoch(train) [99][4000/5005] lr: 1.0000e-04 eta: 0:14:48 time: 0.1442 data_time: 0.0045 loss: 0.7878 03/04 03:08:32 - mmengine - INFO - Epoch(train) [99][4100/5005] lr: 1.0000e-04 eta: 0:14:33 time: 0.1466 data_time: 0.0043 loss: 0.5767 03/04 03:08:47 - mmengine - INFO - Epoch(train) [99][4200/5005] lr: 1.0000e-04 eta: 0:14:18 time: 0.1489 data_time: 0.0044 loss: 0.6636 03/04 03:09:02 - mmengine - INFO - Epoch(train) [99][4300/5005] lr: 1.0000e-04 eta: 0:14:04 time: 0.1414 data_time: 0.0043 loss: 0.8489 03/04 03:09:17 - mmengine - INFO - Epoch(train) [99][4400/5005] lr: 1.0000e-04 eta: 0:13:49 time: 0.1489 data_time: 0.0039 loss: 0.7816 03/04 03:09:32 - mmengine - INFO - Epoch(train) [99][4500/5005] lr: 1.0000e-04 eta: 0:13:34 time: 0.1477 data_time: 0.0047 loss: 0.6967 03/04 03:09:34 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:09:47 - mmengine - INFO - Epoch(train) [99][4600/5005] lr: 1.0000e-04 eta: 0:13:19 time: 0.1699 data_time: 0.0042 loss: 0.7321 03/04 03:10:02 - mmengine - INFO - Epoch(train) [99][4700/5005] lr: 1.0000e-04 eta: 0:13:05 time: 0.1446 data_time: 0.0042 loss: 0.6907 03/04 03:10:17 - mmengine - INFO - Epoch(train) [99][4800/5005] lr: 1.0000e-04 eta: 0:12:50 time: 0.1462 data_time: 0.0044 loss: 0.6596 03/04 03:10:32 - mmengine - INFO - Epoch(train) [99][4900/5005] lr: 1.0000e-04 eta: 0:12:35 time: 0.1467 data_time: 0.0040 loss: 0.8347 03/04 03:10:47 - mmengine - INFO - Epoch(train) [99][5000/5005] lr: 1.0000e-04 eta: 0:12:20 time: 0.1463 data_time: 0.0052 loss: 0.6597 03/04 03:10:48 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:10:48 - mmengine - INFO - Saving checkpoint at 99 epochs 03/04 03:10:56 - mmengine - INFO - Epoch(val) [99][100/196] eta: 0:00:06 time: 0.0597 data_time: 0.0421 03/04 03:11:24 - mmengine - INFO - Epoch(val) [99][196/196] accuracy/top1: 77.5300 accuracy/top5: 93.5420 03/04 03:11:40 - mmengine - INFO - Epoch(train) [100][ 100/5005] lr: 1.0000e-04 eta: 0:12:05 time: 0.1461 data_time: 0.0040 loss: 0.7294 03/04 03:11:55 - mmengine - INFO - Epoch(train) [100][ 200/5005] lr: 1.0000e-04 eta: 0:11:50 time: 0.1674 data_time: 0.0042 loss: 0.6374 03/04 03:12:10 - mmengine - INFO - Epoch(train) [100][ 300/5005] lr: 1.0000e-04 eta: 0:11:35 time: 0.1472 data_time: 0.0041 loss: 0.8214 03/04 03:12:24 - mmengine - INFO - Epoch(train) [100][ 400/5005] lr: 1.0000e-04 eta: 0:11:20 time: 0.1432 data_time: 0.0039 loss: 0.6808 03/04 03:12:38 - mmengine - INFO - Epoch(train) [100][ 500/5005] lr: 1.0000e-04 eta: 0:11:05 time: 0.1436 data_time: 0.0041 loss: 0.7100 03/04 03:12:39 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:12:53 - mmengine - INFO - Epoch(train) [100][ 600/5005] lr: 1.0000e-04 eta: 0:10:51 time: 0.1462 data_time: 0.0039 loss: 0.5477 03/04 03:13:08 - mmengine - INFO - Epoch(train) [100][ 700/5005] lr: 1.0000e-04 eta: 0:10:36 time: 0.1734 data_time: 0.0040 loss: 0.6863 03/04 03:13:23 - mmengine - INFO - Epoch(train) [100][ 800/5005] lr: 1.0000e-04 eta: 0:10:21 time: 0.1439 data_time: 0.0043 loss: 0.5763 03/04 03:13:38 - mmengine - INFO - Epoch(train) [100][ 900/5005] lr: 1.0000e-04 eta: 0:10:06 time: 0.1417 data_time: 0.0041 loss: 0.7225 03/04 03:13:52 - mmengine - INFO - Epoch(train) [100][1000/5005] lr: 1.0000e-04 eta: 0:09:52 time: 0.1458 data_time: 0.0046 loss: 0.8778 03/04 03:14:07 - mmengine - INFO - Epoch(train) [100][1100/5005] lr: 1.0000e-04 eta: 0:09:37 time: 0.1436 data_time: 0.0041 loss: 0.6203 03/04 03:14:22 - mmengine - INFO - Epoch(train) [100][1200/5005] lr: 1.0000e-04 eta: 0:09:22 time: 0.1445 data_time: 0.0042 loss: 0.6244 03/04 03:14:37 - mmengine - INFO - Epoch(train) [100][1300/5005] lr: 1.0000e-04 eta: 0:09:07 time: 0.1395 data_time: 0.0043 loss: 0.6596 03/04 03:14:52 - mmengine - INFO - Epoch(train) [100][1400/5005] lr: 1.0000e-04 eta: 0:08:52 time: 0.1486 data_time: 0.0041 loss: 0.9315 03/04 03:15:07 - mmengine - INFO - Epoch(train) [100][1500/5005] lr: 1.0000e-04 eta: 0:08:38 time: 0.1481 data_time: 0.0042 loss: 0.8602 03/04 03:15:07 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:15:22 - mmengine - INFO - Epoch(train) [100][1600/5005] lr: 1.0000e-04 eta: 0:08:23 time: 0.1477 data_time: 0.0045 loss: 0.7697 03/04 03:15:37 - mmengine - INFO - Epoch(train) [100][1700/5005] lr: 1.0000e-04 eta: 0:08:08 time: 0.1510 data_time: 0.0041 loss: 0.6965 03/04 03:15:52 - mmengine - INFO - Epoch(train) [100][1800/5005] lr: 1.0000e-04 eta: 0:07:53 time: 0.1464 data_time: 0.0038 loss: 0.7187 03/04 03:16:06 - mmengine - INFO - Epoch(train) [100][1900/5005] lr: 1.0000e-04 eta: 0:07:39 time: 0.1411 data_time: 0.0043 loss: 0.7601 03/04 03:16:21 - mmengine - INFO - Epoch(train) [100][2000/5005] lr: 1.0000e-04 eta: 0:07:24 time: 0.1465 data_time: 0.0040 loss: 0.6176 03/04 03:16:36 - mmengine - INFO - Epoch(train) [100][2100/5005] lr: 1.0000e-04 eta: 0:07:09 time: 0.1419 data_time: 0.0044 loss: 0.8694 03/04 03:16:51 - mmengine - INFO - Epoch(train) [100][2200/5005] lr: 1.0000e-04 eta: 0:06:54 time: 0.1455 data_time: 0.0041 loss: 0.9557 03/04 03:17:05 - mmengine - INFO - Epoch(train) [100][2300/5005] lr: 1.0000e-04 eta: 0:06:39 time: 0.1466 data_time: 0.0039 loss: 0.7746 03/04 03:17:20 - mmengine - INFO - Epoch(train) [100][2400/5005] lr: 1.0000e-04 eta: 0:06:25 time: 0.1436 data_time: 0.0043 loss: 0.6183 03/04 03:17:35 - mmengine - INFO - Epoch(train) [100][2500/5005] lr: 1.0000e-04 eta: 0:06:10 time: 0.1478 data_time: 0.0039 loss: 0.8380 03/04 03:17:35 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:17:50 - mmengine - INFO - Epoch(train) [100][2600/5005] lr: 1.0000e-04 eta: 0:05:55 time: 0.1655 data_time: 0.0041 loss: 0.8667 03/04 03:18:04 - mmengine - INFO - Epoch(train) [100][2700/5005] lr: 1.0000e-04 eta: 0:05:40 time: 0.1448 data_time: 0.0043 loss: 0.6947 03/04 03:18:19 - mmengine - INFO - Epoch(train) [100][2800/5005] lr: 1.0000e-04 eta: 0:05:25 time: 0.1626 data_time: 0.0039 loss: 0.8459 03/04 03:18:34 - mmengine - INFO - Epoch(train) [100][2900/5005] lr: 1.0000e-04 eta: 0:05:11 time: 0.1500 data_time: 0.0039 loss: 0.9223 03/04 03:18:49 - mmengine - INFO - Epoch(train) [100][3000/5005] lr: 1.0000e-04 eta: 0:04:56 time: 0.1479 data_time: 0.0042 loss: 0.7743 03/04 03:19:04 - mmengine - INFO - Epoch(train) [100][3100/5005] lr: 1.0000e-04 eta: 0:04:41 time: 0.1497 data_time: 0.0040 loss: 0.6677 03/04 03:19:19 - mmengine - INFO - Epoch(train) [100][3200/5005] lr: 1.0000e-04 eta: 0:04:26 time: 0.1454 data_time: 0.0039 loss: 0.7343 03/04 03:19:34 - mmengine - INFO - Epoch(train) [100][3300/5005] lr: 1.0000e-04 eta: 0:04:12 time: 0.1452 data_time: 0.0041 loss: 0.8498 03/04 03:19:49 - mmengine - INFO - Epoch(train) [100][3400/5005] lr: 1.0000e-04 eta: 0:03:57 time: 0.1444 data_time: 0.0045 loss: 0.6873 03/04 03:20:03 - mmengine - INFO - Epoch(train) [100][3500/5005] lr: 1.0000e-04 eta: 0:03:42 time: 0.1427 data_time: 0.0043 loss: 0.6876 03/04 03:20:04 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:20:18 - mmengine - INFO - Epoch(train) [100][3600/5005] lr: 1.0000e-04 eta: 0:03:27 time: 0.1393 data_time: 0.0045 loss: 0.7341 03/04 03:20:32 - mmengine - INFO - Epoch(train) [100][3700/5005] lr: 1.0000e-04 eta: 0:03:12 time: 0.1410 data_time: 0.0045 loss: 0.6540 03/04 03:20:46 - mmengine - INFO - Epoch(train) [100][3800/5005] lr: 1.0000e-04 eta: 0:02:58 time: 0.1400 data_time: 0.0046 loss: 0.7176 03/04 03:21:01 - mmengine - INFO - Epoch(train) [100][3900/5005] lr: 1.0000e-04 eta: 0:02:43 time: 0.1630 data_time: 0.0046 loss: 0.6762 03/04 03:21:16 - mmengine - INFO - Epoch(train) [100][4000/5005] lr: 1.0000e-04 eta: 0:02:28 time: 0.1380 data_time: 0.0040 loss: 0.7515 03/04 03:21:30 - mmengine - INFO - Epoch(train) [100][4100/5005] lr: 1.0000e-04 eta: 0:02:13 time: 0.1680 data_time: 0.0042 loss: 0.8219 03/04 03:21:45 - mmengine - INFO - Epoch(train) [100][4200/5005] lr: 1.0000e-04 eta: 0:01:58 time: 0.1416 data_time: 0.0043 loss: 0.8537 03/04 03:21:59 - mmengine - INFO - Epoch(train) [100][4300/5005] lr: 1.0000e-04 eta: 0:01:44 time: 0.1445 data_time: 0.0044 loss: 0.6913 03/04 03:22:14 - mmengine - INFO - Epoch(train) [100][4400/5005] lr: 1.0000e-04 eta: 0:01:29 time: 0.1482 data_time: 0.0040 loss: 0.6628 03/04 03:22:29 - mmengine - INFO - Epoch(train) [100][4500/5005] lr: 1.0000e-04 eta: 0:01:14 time: 0.1365 data_time: 0.0042 loss: 0.6824 03/04 03:22:29 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:22:43 - mmengine - INFO - Epoch(train) [100][4600/5005] lr: 1.0000e-04 eta: 0:00:59 time: 0.1382 data_time: 0.0041 loss: 0.6871 03/04 03:22:57 - mmengine - INFO - Epoch(train) [100][4700/5005] lr: 1.0000e-04 eta: 0:00:45 time: 0.1396 data_time: 0.0040 loss: 0.7195 03/04 03:23:12 - mmengine - INFO - Epoch(train) [100][4800/5005] lr: 1.0000e-04 eta: 0:00:30 time: 0.1432 data_time: 0.0040 loss: 0.8139 03/04 03:23:27 - mmengine - INFO - Epoch(train) [100][4900/5005] lr: 1.0000e-04 eta: 0:00:15 time: 0.1419 data_time: 0.0039 loss: 0.8052 03/04 03:23:42 - mmengine - INFO - Epoch(train) [100][5000/5005] lr: 1.0000e-04 eta: 0:00:00 time: 0.1470 data_time: 0.0046 loss: 0.6924 03/04 03:23:42 - mmengine - INFO - Exp name: resnext50-32x4d_8xb32_in1k_20230303_053745 03/04 03:23:43 - mmengine - INFO - Saving checkpoint at 100 epochs 03/04 03:23:51 - mmengine - INFO - Epoch(val) [100][100/196] eta: 0:00:06 time: 0.0640 data_time: 0.0452 03/04 03:24:19 - mmengine - INFO - Epoch(val) [100][196/196] accuracy/top1: 77.4780 accuracy/top5: 93.5520