03/09 00:12:02 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0] CUDA available: False numpy_random_seed: 76058031 GCC: gcc (Ubuntu 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 - Intel(R) MKL-DNN v1.7.0 (Git Hash 7aed236906b1f7a05c0917e5257a1af05e9ff683) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - 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_FBGEMM -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 -Wno-stringop-overflow, LAPACK_INFO=generic, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, 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=ON, USE_MPI=OFF, USE_NCCL=OFF, USE_NNPACK=ON, USE_OPENMP=ON, OpenCV: 4.7.0 MMEngine: 0.5.0 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 ------------------------------------------------------------ 03/09 00:12:02 - mmengine - INFO - Config: model = dict( type='ImageClassifier', backbone=dict(type='ShuffleNetV2', widen_factor=1.0), neck=dict(type='GlobalAveragePooling'), head=dict( type='LinearClsHead', num_classes=1000, in_channels=1024, 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=64, num_workers=5, dataset=dict( type='ImageNet', data_root='data/imagenet', ann_file='meta/train.txt', 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=64, 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=64, 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=0.5, momentum=0.9, weight_decay=4e-05), paramwise_cfg=dict(norm_decay_mult=0)) param_scheduler = [ dict(type='ConstantLR', factor=0.1, by_epoch=False, begin=0, end=5000), dict(type='PolyLR', eta_min=0, by_epoch=False, begin=5000) ] train_cfg = dict(by_epoch=True, max_epochs=300, val_interval=1) val_cfg = dict() test_cfg = dict() auto_scale_lr = dict(base_batch_size=1024) 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/shufflenet-v2-1x_16xb64_in1k' 03/09 00:12:02 - mmengine - WARNING - The "visualizer" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:12:02 - mmengine - WARNING - The "vis_backend" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:12:03 - mmengine - WARNING - The "model" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:12:45 - mmengine - WARNING - The "hook" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:12:45 - 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 -------------------- 03/09 00:12:45 - mmengine - WARNING - The "dataset" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:12:45 - mmengine - WARNING - The "transform" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:12:53 - mmengine - WARNING - The "data sampler" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:12:53 - mmengine - WARNING - The "optimizer wrapper constructor" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.conv1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.conv1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch1.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch1.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch1.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch1.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.0.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.1.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.1.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.1.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.1.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.1.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.1.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.2.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.2.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.2.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.2.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.2.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.2.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.3.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.3.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.3.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.3.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.3.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.0.3.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch1.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch1.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch1.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch1.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.0.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.1.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.1.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.1.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.1.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.1.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.1.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.2.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.2.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.2.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.2.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.2.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.2.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.3.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.3.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.3.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.3.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.3.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.3.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.4.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.4.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.4.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.4.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.4.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.4.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.5.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.5.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.5.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.5.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.5.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.5.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.6.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.6.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.6.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.6.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.6.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.6.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.7.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.7.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.7.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.7.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.7.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.1.7.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch1.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch1.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch1.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch1.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.0.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.1.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.1.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.1.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.1.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.1.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.1.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.2.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.2.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.2.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.2.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.2.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.2.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.3.branch2.0.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.3.branch2.0.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.3.branch2.1.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.3.branch2.1.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.3.branch2.2.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.2.3.branch2.2.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.3.bn.weight:weight_decay=0.0 03/09 00:12:53 - mmengine - INFO - paramwise_options -- backbone.layers.3.bn.bias:weight_decay=0.0 03/09 00:12:53 - mmengine - WARNING - The "optimizer" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:12:53 - 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 03/09 00:12:53 - 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 GradScaler options are: init_scale : 65536.0 growth_factor : 2.0 backoff_factor : 0.5 growth_interval : 2000 dynamic : True enabled : True 03/09 00:12:53 - 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 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 03/09 00:13:09 - mmengine - WARNING - The "weight initializer" registry in mmcls did not set import location. Fallback to call `mmcls.utils.register_all_modules` instead. 03/09 00:13:13 - mmengine - INFO - Checkpoints will be saved to /ubuntu-lv2/lml/mmcv_2.x/mmclassification/work_dirs/shufflenet-v2-1x_16xb64_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, 1024], strides() = [1024, 1] bucket_view.sizes() = [1024000], 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, 1024], strides() = [1024, 1] bucket_view.sizes() = [1024000], 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, 1024], strides() = [1024, 1] bucket_view.sizes() = [1024000], 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, 1024], strides() = [1024, 1] bucket_view.sizes() = [1024000], 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, 1024], strides() = [1024, 1] bucket_view.sizes() = [1024000], 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, 1024], strides() = [1024, 1] bucket_view.sizes() = [1024000], 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, 1024], strides() = [1024, 1] bucket_view.sizes() = [1024000], 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, 1024], strides() = [1024, 1] bucket_view.sizes() = [1024000], strides() = [1] (function operator()) 03/09 00:17:20 - mmengine - INFO - Epoch(train) [1][ 100/2503] lr: 5.0000e-02 eta: 21 days, 10:46:31 time: 0.1450 data_time: 0.0015 loss: 6.6793 03/09 00:17:34 - mmengine - INFO - Epoch(train) [1][ 200/2503] lr: 5.0000e-02 eta: 11 days, 7:46:47 time: 0.1603 data_time: 0.0014 loss: 6.4128 03/09 00:17:47 - mmengine - INFO - Epoch(train) [1][ 300/2503] lr: 5.0000e-02 eta: 7 days, 22:37:20 time: 0.1422 data_time: 0.0019 loss: 6.2576 03/09 00:18:01 - mmengine - INFO - Epoch(train) [1][ 400/2503] lr: 5.0000e-02 eta: 6 days, 6:13:23 time: 0.1319 data_time: 0.0020 loss: 6.0345 03/09 00:18:15 - mmengine - INFO - Epoch(train) [1][ 500/2503] lr: 5.0000e-02 eta: 5 days, 5:42:40 time: 0.1354 data_time: 0.0016 loss: 5.7745 03/09 00:18:28 - mmengine - INFO - Epoch(train) [1][ 600/2503] lr: 5.0000e-02 eta: 4 days, 13:18:30 time: 0.1014 data_time: 0.0015 loss: 5.6094 03/09 00:18:42 - mmengine - INFO - Epoch(train) [1][ 700/2503] lr: 5.0000e-02 eta: 4 days, 1:50:36 time: 0.1327 data_time: 0.0015 loss: 5.3454 03/09 00:18:55 - mmengine - INFO - Epoch(train) [1][ 800/2503] lr: 5.0000e-02 eta: 3 days, 17:10:21 time: 0.1454 data_time: 0.0015 loss: 5.3919 03/09 00:19:09 - mmengine - INFO - Epoch(train) [1][ 900/2503] lr: 5.0000e-02 eta: 3 days, 10:27:46 time: 0.1542 data_time: 0.0015 loss: 5.3069 03/09 00:19:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:19:23 - mmengine - INFO - Epoch(train) [1][1000/2503] lr: 5.0000e-02 eta: 3 days, 5:03:26 time: 0.1610 data_time: 0.0019 loss: 5.1739 03/09 00:19:37 - mmengine - INFO - Epoch(train) [1][1100/2503] lr: 5.0000e-02 eta: 3 days, 0:38:43 time: 0.1610 data_time: 0.0018 loss: 5.2428 03/09 00:19:50 - mmengine - INFO - Epoch(train) [1][1200/2503] lr: 5.0000e-02 eta: 2 days, 20:57:37 time: 0.1770 data_time: 0.0017 loss: 5.0067 03/09 00:20:04 - mmengine - INFO - Epoch(train) [1][1300/2503] lr: 5.0000e-02 eta: 2 days, 17:45:41 time: 0.1561 data_time: 0.0016 loss: 4.8538 03/09 00:20:17 - mmengine - INFO - Epoch(train) [1][1400/2503] lr: 5.0000e-02 eta: 2 days, 15:01:23 time: 0.1506 data_time: 0.0018 loss: 4.9094 03/09 00:20:30 - mmengine - INFO - Epoch(train) [1][1500/2503] lr: 5.0000e-02 eta: 2 days, 12:41:09 time: 0.1457 data_time: 0.0015 loss: 4.8275 03/09 00:20:44 - mmengine - INFO - Epoch(train) [1][1600/2503] lr: 5.0000e-02 eta: 2 days, 10:38:38 time: 0.1380 data_time: 0.0016 loss: 4.8068 03/09 00:20:57 - mmengine - INFO - Epoch(train) [1][1700/2503] lr: 5.0000e-02 eta: 2 days, 8:48:40 time: 0.1271 data_time: 0.0017 loss: 4.7671 03/09 00:21:11 - mmengine - INFO - Epoch(train) [1][1800/2503] lr: 5.0000e-02 eta: 2 days, 7:11:58 time: 0.1249 data_time: 0.0017 loss: 4.7548 03/09 00:21:24 - mmengine - INFO - Epoch(train) [1][1900/2503] lr: 5.0000e-02 eta: 2 days, 5:43:37 time: 0.1640 data_time: 0.0018 loss: 4.4979 03/09 00:21:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:21:37 - mmengine - INFO - Epoch(train) [1][2000/2503] lr: 5.0000e-02 eta: 2 days, 4:24:07 time: 0.1223 data_time: 0.0017 loss: 4.6557 03/09 00:21:51 - mmengine - INFO - Epoch(train) [1][2100/2503] lr: 5.0000e-02 eta: 2 days, 3:16:34 time: 0.1583 data_time: 0.0065 loss: 4.4761 03/09 00:22:04 - mmengine - INFO - Epoch(train) [1][2200/2503] lr: 5.0000e-02 eta: 2 days, 2:12:16 time: 0.1326 data_time: 0.0017 loss: 4.5156 03/09 00:22:18 - mmengine - INFO - Epoch(train) [1][2300/2503] lr: 5.0000e-02 eta: 2 days, 1:14:25 time: 0.1018 data_time: 0.0017 loss: 4.4598 03/09 00:22:32 - mmengine - INFO - Epoch(train) [1][2400/2503] lr: 5.0000e-02 eta: 2 days, 0:23:50 time: 0.0999 data_time: 0.0017 loss: 4.4396 03/09 00:22:45 - mmengine - INFO - Epoch(train) [1][2500/2503] lr: 5.0000e-02 eta: 1 day, 23:35:44 time: 0.1381 data_time: 0.0038 loss: 4.3100 03/09 00:25:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:25:25 - mmengine - INFO - Saving checkpoint at 1 epochs 03/09 00:28:03 - mmengine - INFO - Epoch(val) [1][98/98] accuracy/top1: 17.5200 accuracy/top5: 38.9680 03/09 00:28:18 - mmengine - INFO - Epoch(train) [2][ 100/2503] lr: 5.0000e-02 eta: 2 days, 11:38:34 time: 0.1496 data_time: 0.0021 loss: 4.3365 03/09 00:28:31 - mmengine - INFO - Epoch(train) [2][ 200/2503] lr: 5.0000e-02 eta: 2 days, 10:28:42 time: 0.1546 data_time: 0.0018 loss: 4.4546 03/09 00:28:45 - mmengine - INFO - Epoch(train) [2][ 300/2503] lr: 5.0000e-02 eta: 2 days, 9:23:39 time: 0.1452 data_time: 0.0019 loss: 4.1257 03/09 00:28:59 - mmengine - INFO - Epoch(train) [2][ 400/2503] lr: 5.0000e-02 eta: 2 days, 8:24:25 time: 0.1804 data_time: 0.0018 loss: 4.1943 03/09 00:29:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:29:12 - mmengine - INFO - Epoch(train) [2][ 500/2503] lr: 5.0000e-02 eta: 2 days, 7:25:15 time: 0.1239 data_time: 0.0051 loss: 4.1495 03/09 00:29:26 - mmengine - INFO - Epoch(train) [2][ 600/2503] lr: 5.0000e-02 eta: 2 days, 6:32:11 time: 0.1033 data_time: 0.0019 loss: 4.1583 03/09 00:29:39 - mmengine - INFO - Epoch(train) [2][ 700/2503] lr: 5.0000e-02 eta: 2 days, 5:43:17 time: 0.1100 data_time: 0.0019 loss: 3.9734 03/09 00:29:53 - mmengine - INFO - Epoch(train) [2][ 800/2503] lr: 5.0000e-02 eta: 2 days, 4:58:04 time: 0.1373 data_time: 0.0016 loss: 4.1689 03/09 00:30:07 - mmengine - INFO - Epoch(train) [2][ 900/2503] lr: 5.0000e-02 eta: 2 days, 4:13:39 time: 0.1290 data_time: 0.0018 loss: 3.9810 03/09 00:30:21 - mmengine - INFO - Epoch(train) [2][1000/2503] lr: 5.0000e-02 eta: 2 days, 3:32:49 time: 0.1652 data_time: 0.0018 loss: 4.1206 03/09 00:30:34 - mmengine - INFO - Epoch(train) [2][1100/2503] lr: 5.0000e-02 eta: 2 days, 2:53:35 time: 0.1316 data_time: 0.0018 loss: 4.0120 03/09 00:30:48 - mmengine - INFO - Epoch(train) [2][1200/2503] lr: 5.0000e-02 eta: 2 days, 2:16:18 time: 0.1433 data_time: 0.0017 loss: 4.1007 03/09 00:31:01 - mmengine - INFO - Epoch(train) [2][1300/2503] lr: 5.0000e-02 eta: 2 days, 1:40:48 time: 0.1342 data_time: 0.0019 loss: 3.9479 03/09 00:31:15 - mmengine - INFO - Epoch(train) [2][1400/2503] lr: 5.0000e-02 eta: 2 days, 1:07:49 time: 0.1419 data_time: 0.0020 loss: 3.9312 03/09 00:31:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:31:28 - mmengine - INFO - Epoch(train) [2][1500/2503] lr: 5.0000e-02 eta: 2 days, 0:35:02 time: 0.1193 data_time: 0.0019 loss: 3.9587 03/09 00:31:41 - mmengine - INFO - Epoch(train) [2][1600/2503] lr: 5.0000e-02 eta: 2 days, 0:03:38 time: 0.1346 data_time: 0.0019 loss: 3.9714 03/09 00:31:55 - mmengine - INFO - Epoch(train) [2][1700/2503] lr: 5.0000e-02 eta: 1 day, 23:35:01 time: 0.1139 data_time: 0.0019 loss: 3.9779 03/09 00:32:09 - mmengine - INFO - Epoch(train) [2][1800/2503] lr: 5.0000e-02 eta: 1 day, 23:09:26 time: 0.1957 data_time: 0.0018 loss: 3.7717 03/09 00:32:23 - mmengine - INFO - Epoch(train) [2][1900/2503] lr: 5.0000e-02 eta: 1 day, 22:42:44 time: 0.1596 data_time: 0.0020 loss: 3.9776 03/09 00:32:36 - mmengine - INFO - Epoch(train) [2][2000/2503] lr: 5.0000e-02 eta: 1 day, 22:17:19 time: 0.1554 data_time: 0.0020 loss: 3.9153 03/09 00:32:50 - mmengine - INFO - Epoch(train) [2][2100/2503] lr: 5.0000e-02 eta: 1 day, 21:52:37 time: 0.1159 data_time: 0.0019 loss: 3.8466 03/09 00:33:03 - mmengine - INFO - Epoch(train) [2][2200/2503] lr: 5.0000e-02 eta: 1 day, 21:29:35 time: 0.1315 data_time: 0.0018 loss: 3.8029 03/09 00:33:17 - mmengine - INFO - Epoch(train) [2][2300/2503] lr: 5.0000e-02 eta: 1 day, 21:07:27 time: 0.1303 data_time: 0.0017 loss: 3.8257 03/09 00:33:30 - mmengine - INFO - Epoch(train) [2][2400/2503] lr: 5.0000e-02 eta: 1 day, 20:46:23 time: 0.0954 data_time: 0.0022 loss: 3.8488 03/09 00:33:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:33:44 - mmengine - INFO - Epoch(train) [2][2500/2503] lr: 5.0000e-01 eta: 1 day, 20:26:35 time: 0.1226 data_time: 0.0032 loss: 4.0957 03/09 00:33:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:33:45 - mmengine - INFO - Saving checkpoint at 2 epochs 03/09 00:34:11 - mmengine - INFO - Epoch(val) [2][98/98] accuracy/top1: 1.6520 accuracy/top5: 4.8020 03/09 00:34:27 - mmengine - INFO - Epoch(train) [3][ 100/2503] lr: 4.9993e-01 eta: 1 day, 20:11:48 time: 0.1721 data_time: 0.0024 loss: 4.7934 03/09 00:34:40 - mmengine - INFO - Epoch(train) [3][ 200/2503] lr: 4.9986e-01 eta: 1 day, 19:52:14 time: 0.1111 data_time: 0.0023 loss: 4.4632 03/09 00:34:54 - mmengine - INFO - Epoch(train) [3][ 300/2503] lr: 4.9980e-01 eta: 1 day, 19:34:42 time: 0.1094 data_time: 0.0020 loss: 4.3670 03/09 00:35:07 - mmengine - INFO - Epoch(train) [3][ 400/2503] lr: 4.9973e-01 eta: 1 day, 19:17:11 time: 0.1562 data_time: 0.0019 loss: 4.1820 03/09 00:35:21 - mmengine - INFO - Epoch(train) [3][ 500/2503] lr: 4.9966e-01 eta: 1 day, 19:00:47 time: 0.1441 data_time: 0.0017 loss: 4.1990 03/09 00:35:35 - mmengine - INFO - Epoch(train) [3][ 600/2503] lr: 4.9959e-01 eta: 1 day, 18:44:32 time: 0.1406 data_time: 0.0018 loss: 4.2506 03/09 00:35:49 - mmengine - INFO - Epoch(train) [3][ 700/2503] lr: 4.9953e-01 eta: 1 day, 18:29:00 time: 0.1325 data_time: 0.0019 loss: 4.0915 03/09 00:36:02 - mmengine - INFO - Epoch(train) [3][ 800/2503] lr: 4.9946e-01 eta: 1 day, 18:14:15 time: 0.1518 data_time: 0.0019 loss: 4.0895 03/09 00:36:17 - mmengine - INFO - Epoch(train) [3][ 900/2503] lr: 4.9939e-01 eta: 1 day, 18:00:50 time: 0.1432 data_time: 0.0020 loss: 3.9160 03/09 00:36:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:36:30 - mmengine - INFO - Epoch(train) [3][1000/2503] lr: 4.9933e-01 eta: 1 day, 17:47:06 time: 0.1419 data_time: 0.0019 loss: 3.9102 03/09 00:36:44 - mmengine - INFO - Epoch(train) [3][1100/2503] lr: 4.9926e-01 eta: 1 day, 17:32:49 time: 0.1374 data_time: 0.0019 loss: 3.6517 03/09 00:36:57 - mmengine - INFO - Epoch(train) [3][1200/2503] lr: 4.9919e-01 eta: 1 day, 17:19:43 time: 0.1558 data_time: 0.0020 loss: 3.8563 03/09 00:37:11 - mmengine - INFO - Epoch(train) [3][1300/2503] lr: 4.9913e-01 eta: 1 day, 17:06:35 time: 0.1437 data_time: 0.0020 loss: 3.7491 03/09 00:37:24 - mmengine - INFO - Epoch(train) [3][1400/2503] lr: 4.9906e-01 eta: 1 day, 16:53:31 time: 0.1315 data_time: 0.0020 loss: 3.7668 03/09 00:37:38 - mmengine - INFO - Epoch(train) [3][1500/2503] lr: 4.9899e-01 eta: 1 day, 16:42:02 time: 0.1410 data_time: 0.0018 loss: 3.6112 03/09 00:37:52 - mmengine - INFO - Epoch(train) [3][1600/2503] lr: 4.9892e-01 eta: 1 day, 16:30:17 time: 0.1100 data_time: 0.0022 loss: 3.8033 03/09 00:38:05 - mmengine - INFO - Epoch(train) [3][1700/2503] lr: 4.9886e-01 eta: 1 day, 16:19:05 time: 0.1471 data_time: 0.0022 loss: 3.7873 03/09 00:38:19 - mmengine - INFO - Epoch(train) [3][1800/2503] lr: 4.9879e-01 eta: 1 day, 16:07:43 time: 0.1272 data_time: 0.0021 loss: 3.7095 03/09 00:38:32 - mmengine - INFO - Epoch(train) [3][1900/2503] lr: 4.9872e-01 eta: 1 day, 15:56:55 time: 0.1588 data_time: 0.0022 loss: 3.8402 03/09 00:38:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:38:46 - mmengine - INFO - Epoch(train) [3][2000/2503] lr: 4.9866e-01 eta: 1 day, 15:46:22 time: 0.1427 data_time: 0.0019 loss: 3.5806 03/09 00:39:00 - mmengine - INFO - Epoch(train) [3][2100/2503] lr: 4.9859e-01 eta: 1 day, 15:36:25 time: 0.1163 data_time: 0.0022 loss: 3.8208 03/09 00:39:14 - mmengine - INFO - Epoch(train) [3][2200/2503] lr: 4.9852e-01 eta: 1 day, 15:26:49 time: 0.1165 data_time: 0.0019 loss: 3.5475 03/09 00:39:27 - mmengine - INFO - Epoch(train) [3][2300/2503] lr: 4.9845e-01 eta: 1 day, 15:17:20 time: 0.1038 data_time: 0.0020 loss: 3.5039 03/09 00:39:41 - mmengine - INFO - Epoch(train) [3][2400/2503] lr: 4.9839e-01 eta: 1 day, 15:08:43 time: 0.1103 data_time: 0.0019 loss: 3.6556 03/09 00:39:55 - mmengine - INFO - Epoch(train) [3][2500/2503] lr: 4.9832e-01 eta: 1 day, 14:59:43 time: 0.1467 data_time: 0.0029 loss: 3.6082 03/09 00:39:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:39:55 - mmengine - INFO - Saving checkpoint at 3 epochs 03/09 00:40:20 - mmengine - INFO - Epoch(val) [3][98/98] accuracy/top1: 30.6160 accuracy/top5: 56.2400 03/09 00:40:35 - mmengine - INFO - Epoch(train) [4][ 100/2503] lr: 4.9825e-01 eta: 1 day, 14:52:31 time: 0.1386 data_time: 0.0026 loss: 3.6206 03/09 00:40:49 - mmengine - INFO - Epoch(train) [4][ 200/2503] lr: 4.9818e-01 eta: 1 day, 14:44:27 time: 0.0959 data_time: 0.0022 loss: 3.6487 03/09 00:41:03 - mmengine - INFO - Epoch(train) [4][ 300/2503] lr: 4.9812e-01 eta: 1 day, 14:36:37 time: 0.1447 data_time: 0.0022 loss: 3.5365 03/09 00:41:16 - mmengine - INFO - Epoch(train) [4][ 400/2503] lr: 4.9805e-01 eta: 1 day, 14:28:37 time: 0.1256 data_time: 0.0021 loss: 3.3764 03/09 00:41:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:41:30 - mmengine - INFO - Epoch(train) [4][ 500/2503] lr: 4.9798e-01 eta: 1 day, 14:21:04 time: 0.1429 data_time: 0.0021 loss: 3.4740 03/09 00:41:44 - mmengine - INFO - Epoch(train) [4][ 600/2503] lr: 4.9792e-01 eta: 1 day, 14:13:37 time: 0.1355 data_time: 0.0019 loss: 3.5286 03/09 00:41:58 - mmengine - INFO - Epoch(train) [4][ 700/2503] lr: 4.9785e-01 eta: 1 day, 14:06:04 time: 0.1231 data_time: 0.0020 loss: 3.2929 03/09 00:42:11 - mmengine - INFO - Epoch(train) [4][ 800/2503] lr: 4.9778e-01 eta: 1 day, 13:58:09 time: 0.1167 data_time: 0.0037 loss: 3.3816 03/09 00:42:25 - mmengine - INFO - Epoch(train) [4][ 900/2503] lr: 4.9772e-01 eta: 1 day, 13:50:33 time: 0.1154 data_time: 0.0022 loss: 3.3673 03/09 00:42:39 - mmengine - INFO - Epoch(train) [4][1000/2503] lr: 4.9765e-01 eta: 1 day, 13:43:32 time: 0.1414 data_time: 0.0019 loss: 3.3892 03/09 00:42:52 - mmengine - INFO - Epoch(train) [4][1100/2503] lr: 4.9758e-01 eta: 1 day, 13:36:01 time: 0.1426 data_time: 0.0019 loss: 3.2327 03/09 00:43:06 - mmengine - INFO - Epoch(train) [4][1200/2503] lr: 4.9751e-01 eta: 1 day, 13:29:12 time: 0.1122 data_time: 0.0022 loss: 3.3454 03/09 00:43:19 - mmengine - INFO - Epoch(train) [4][1300/2503] lr: 4.9745e-01 eta: 1 day, 13:22:24 time: 0.1330 data_time: 0.0021 loss: 3.3520 03/09 00:43:33 - mmengine - INFO - Epoch(train) [4][1400/2503] lr: 4.9738e-01 eta: 1 day, 13:15:35 time: 0.1157 data_time: 0.0019 loss: 3.2555 03/09 00:43:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:43:46 - mmengine - INFO - Epoch(train) [4][1500/2503] lr: 4.9731e-01 eta: 1 day, 13:09:34 time: 0.1364 data_time: 0.0021 loss: 3.5419 03/09 00:44:00 - mmengine - INFO - Epoch(train) [4][1600/2503] lr: 4.9725e-01 eta: 1 day, 13:02:55 time: 0.1326 data_time: 0.0019 loss: 3.2848 03/09 00:44:13 - mmengine - INFO - Epoch(train) [4][1700/2503] lr: 4.9718e-01 eta: 1 day, 12:56:38 time: 0.1402 data_time: 0.0021 loss: 3.2587 03/09 00:44:27 - mmengine - INFO - Epoch(train) [4][1800/2503] lr: 4.9711e-01 eta: 1 day, 12:50:20 time: 0.1184 data_time: 0.0022 loss: 3.4657 03/09 00:44:41 - mmengine - INFO - Epoch(train) [4][1900/2503] lr: 4.9705e-01 eta: 1 day, 12:44:59 time: 0.1488 data_time: 0.0017 loss: 3.1934 03/09 00:44:55 - mmengine - INFO - Epoch(train) [4][2000/2503] lr: 4.9698e-01 eta: 1 day, 12:39:24 time: 0.1433 data_time: 0.0021 loss: 3.3149 03/09 00:45:08 - mmengine - INFO - Epoch(train) [4][2100/2503] lr: 4.9691e-01 eta: 1 day, 12:33:36 time: 0.1151 data_time: 0.0020 loss: 3.1307 03/09 00:45:22 - mmengine - INFO - Epoch(train) [4][2200/2503] lr: 4.9684e-01 eta: 1 day, 12:28:08 time: 0.1523 data_time: 0.0020 loss: 3.3407 03/09 00:45:36 - mmengine - INFO - Epoch(train) [4][2300/2503] lr: 4.9678e-01 eta: 1 day, 12:23:10 time: 0.1225 data_time: 0.0024 loss: 3.1893 03/09 00:45:50 - mmengine - INFO - Epoch(train) [4][2400/2503] lr: 4.9671e-01 eta: 1 day, 12:17:56 time: 0.1376 data_time: 0.0020 loss: 3.2528 03/09 00:46:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:46:03 - mmengine - INFO - Epoch(train) [4][2500/2503] lr: 4.9664e-01 eta: 1 day, 12:12:13 time: 0.1263 data_time: 0.0032 loss: 3.3232 03/09 00:46:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:46:03 - mmengine - INFO - Saving checkpoint at 4 epochs 03/09 00:46:29 - mmengine - INFO - Epoch(val) [4][98/98] accuracy/top1: 34.8880 accuracy/top5: 60.8360 03/09 00:46:43 - mmengine - INFO - Epoch(train) [5][ 100/2503] lr: 4.9657e-01 eta: 1 day, 12:08:12 time: 0.1674 data_time: 0.0019 loss: 3.2474 03/09 00:46:58 - mmengine - INFO - Epoch(train) [5][ 200/2503] lr: 4.9651e-01 eta: 1 day, 12:03:46 time: 0.1217 data_time: 0.0021 loss: 3.0913 03/09 00:47:11 - mmengine - INFO - Epoch(train) [5][ 300/2503] lr: 4.9644e-01 eta: 1 day, 11:58:39 time: 0.1425 data_time: 0.0018 loss: 3.3507 03/09 00:47:25 - mmengine - INFO - Epoch(train) [5][ 400/2503] lr: 4.9637e-01 eta: 1 day, 11:54:19 time: 0.1647 data_time: 0.0018 loss: 3.1271 03/09 00:47:39 - mmengine - INFO - Epoch(train) [5][ 500/2503] lr: 4.9631e-01 eta: 1 day, 11:49:31 time: 0.1344 data_time: 0.0018 loss: 3.1014 03/09 00:47:52 - mmengine - INFO - Epoch(train) [5][ 600/2503] lr: 4.9624e-01 eta: 1 day, 11:44:27 time: 0.1376 data_time: 0.0017 loss: 3.2497 03/09 00:48:06 - mmengine - INFO - Epoch(train) [5][ 700/2503] lr: 4.9617e-01 eta: 1 day, 11:40:19 time: 0.1606 data_time: 0.0021 loss: 3.0348 03/09 00:48:19 - mmengine - INFO - Epoch(train) [5][ 800/2503] lr: 4.9610e-01 eta: 1 day, 11:35:04 time: 0.1306 data_time: 0.0020 loss: 3.0541 03/09 00:48:33 - mmengine - INFO - Epoch(train) [5][ 900/2503] lr: 4.9604e-01 eta: 1 day, 11:30:30 time: 0.1166 data_time: 0.0022 loss: 3.2364 03/09 00:48:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:48:46 - mmengine - INFO - Epoch(train) [5][1000/2503] lr: 4.9597e-01 eta: 1 day, 11:25:59 time: 0.1241 data_time: 0.0021 loss: 3.2057 03/09 00:49:00 - mmengine - INFO - Epoch(train) [5][1100/2503] lr: 4.9590e-01 eta: 1 day, 11:21:58 time: 0.1196 data_time: 0.0019 loss: 3.0406 03/09 00:49:14 - mmengine - INFO - Epoch(train) [5][1200/2503] lr: 4.9584e-01 eta: 1 day, 11:17:42 time: 0.1169 data_time: 0.0019 loss: 2.9158 03/09 00:49:27 - mmengine - INFO - Epoch(train) [5][1300/2503] lr: 4.9577e-01 eta: 1 day, 11:13:42 time: 0.1558 data_time: 0.0019 loss: 2.9853 03/09 00:49:41 - mmengine - INFO - Epoch(train) [5][1400/2503] lr: 4.9570e-01 eta: 1 day, 11:09:20 time: 0.1221 data_time: 0.0023 loss: 3.1873 03/09 00:49:54 - mmengine - INFO - Epoch(train) [5][1500/2503] lr: 4.9564e-01 eta: 1 day, 11:05:12 time: 0.0991 data_time: 0.0019 loss: 3.2758 03/09 00:50:08 - mmengine - INFO - Epoch(train) [5][1600/2503] lr: 4.9557e-01 eta: 1 day, 11:01:25 time: 0.1477 data_time: 0.0020 loss: 3.0983 03/09 00:50:22 - mmengine - INFO - Epoch(train) [5][1700/2503] lr: 4.9550e-01 eta: 1 day, 10:57:27 time: 0.1365 data_time: 0.0020 loss: 2.9881 03/09 00:50:36 - mmengine - INFO - Epoch(train) [5][1800/2503] lr: 4.9543e-01 eta: 1 day, 10:54:11 time: 0.1463 data_time: 0.0023 loss: 3.0477 03/09 00:50:50 - mmengine - INFO - Epoch(train) [5][1900/2503] lr: 4.9537e-01 eta: 1 day, 10:50:28 time: 0.1255 data_time: 0.0021 loss: 2.9708 03/09 00:51:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:51:03 - mmengine - INFO - Epoch(train) [5][2000/2503] lr: 4.9530e-01 eta: 1 day, 10:46:30 time: 0.1171 data_time: 0.0021 loss: 3.1638 03/09 00:51:17 - mmengine - INFO - Epoch(train) [5][2100/2503] lr: 4.9523e-01 eta: 1 day, 10:42:58 time: 0.1170 data_time: 0.0018 loss: 3.1187 03/09 00:51:31 - mmengine - INFO - Epoch(train) [5][2200/2503] lr: 4.9517e-01 eta: 1 day, 10:39:50 time: 0.1396 data_time: 0.0021 loss: 3.0822 03/09 00:51:44 - mmengine - INFO - Epoch(train) [5][2300/2503] lr: 4.9510e-01 eta: 1 day, 10:35:49 time: 0.1454 data_time: 0.0020 loss: 2.9765 03/09 00:51:58 - mmengine - INFO - Epoch(train) [5][2400/2503] lr: 4.9503e-01 eta: 1 day, 10:32:18 time: 0.1303 data_time: 0.0020 loss: 3.0105 03/09 00:52:11 - mmengine - INFO - Epoch(train) [5][2500/2503] lr: 4.9497e-01 eta: 1 day, 10:28:41 time: 0.1102 data_time: 0.0026 loss: 3.0954 03/09 00:52:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:52:12 - mmengine - INFO - Saving checkpoint at 5 epochs 03/09 00:52:36 - mmengine - INFO - Epoch(val) [5][98/98] accuracy/top1: 40.3840 accuracy/top5: 66.1580 03/09 00:52:51 - mmengine - INFO - Epoch(train) [6][ 100/2503] lr: 4.9490e-01 eta: 1 day, 10:26:43 time: 0.1648 data_time: 0.0020 loss: 3.1587 03/09 00:53:05 - mmengine - INFO - Epoch(train) [6][ 200/2503] lr: 4.9483e-01 eta: 1 day, 10:23:10 time: 0.1338 data_time: 0.0019 loss: 2.9438 03/09 00:53:18 - mmengine - INFO - Epoch(train) [6][ 300/2503] lr: 4.9476e-01 eta: 1 day, 10:19:35 time: 0.1295 data_time: 0.0022 loss: 2.9707 03/09 00:53:32 - mmengine - INFO - Epoch(train) [6][ 400/2503] lr: 4.9469e-01 eta: 1 day, 10:16:12 time: 0.1069 data_time: 0.0020 loss: 3.0398 03/09 00:53:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:53:45 - mmengine - INFO - Epoch(train) [6][ 500/2503] lr: 4.9463e-01 eta: 1 day, 10:13:06 time: 0.1248 data_time: 0.0020 loss: 3.0767 03/09 00:53:59 - mmengine - INFO - Epoch(train) [6][ 600/2503] lr: 4.9456e-01 eta: 1 day, 10:10:06 time: 0.1459 data_time: 0.0020 loss: 2.8083 03/09 00:54:13 - mmengine - INFO - Epoch(train) [6][ 700/2503] lr: 4.9449e-01 eta: 1 day, 10:07:10 time: 0.1403 data_time: 0.0022 loss: 3.1049 03/09 00:54:27 - mmengine - INFO - Epoch(train) [6][ 800/2503] lr: 4.9443e-01 eta: 1 day, 10:04:14 time: 0.1122 data_time: 0.0020 loss: 3.1731 03/09 00:54:40 - mmengine - INFO - Epoch(train) [6][ 900/2503] lr: 4.9436e-01 eta: 1 day, 10:01:06 time: 0.1302 data_time: 0.0020 loss: 2.9773 03/09 00:54:55 - mmengine - INFO - Epoch(train) [6][1000/2503] lr: 4.9429e-01 eta: 1 day, 9:58:41 time: 0.1375 data_time: 0.0022 loss: 2.9752 03/09 00:55:08 - mmengine - INFO - Epoch(train) [6][1100/2503] lr: 4.9423e-01 eta: 1 day, 9:55:47 time: 0.1456 data_time: 0.0019 loss: 3.0894 03/09 00:55:22 - mmengine - INFO - Epoch(train) [6][1200/2503] lr: 4.9416e-01 eta: 1 day, 9:52:45 time: 0.1529 data_time: 0.0019 loss: 3.0206 03/09 00:55:36 - mmengine - INFO - Epoch(train) [6][1300/2503] lr: 4.9409e-01 eta: 1 day, 9:49:58 time: 0.1432 data_time: 0.0020 loss: 2.9717 03/09 00:55:49 - mmengine - INFO - Epoch(train) [6][1400/2503] lr: 4.9402e-01 eta: 1 day, 9:46:53 time: 0.1506 data_time: 0.0018 loss: 2.8775 03/09 00:56:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:56:02 - mmengine - INFO - Epoch(train) [6][1500/2503] lr: 4.9396e-01 eta: 1 day, 9:44:00 time: 0.1137 data_time: 0.0018 loss: 2.8849 03/09 00:56:16 - mmengine - INFO - Epoch(train) [6][1600/2503] lr: 4.9389e-01 eta: 1 day, 9:40:55 time: 0.1121 data_time: 0.0019 loss: 2.8263 03/09 00:56:30 - mmengine - INFO - Epoch(train) [6][1700/2503] lr: 4.9382e-01 eta: 1 day, 9:38:31 time: 0.1356 data_time: 0.0022 loss: 2.8161 03/09 00:56:43 - mmengine - INFO - Epoch(train) [6][1800/2503] lr: 4.9376e-01 eta: 1 day, 9:35:32 time: 0.1261 data_time: 0.0045 loss: 3.0583 03/09 00:56:57 - mmengine - INFO - Epoch(train) [6][1900/2503] lr: 4.9369e-01 eta: 1 day, 9:33:02 time: 0.1369 data_time: 0.0020 loss: 2.9316 03/09 00:57:11 - mmengine - INFO - Epoch(train) [6][2000/2503] lr: 4.9362e-01 eta: 1 day, 9:30:40 time: 0.1483 data_time: 0.0020 loss: 2.8889 03/09 00:57:24 - mmengine - INFO - Epoch(train) [6][2100/2503] lr: 4.9356e-01 eta: 1 day, 9:27:44 time: 0.1092 data_time: 0.0029 loss: 2.9091 03/09 00:57:38 - mmengine - INFO - Epoch(train) [6][2200/2503] lr: 4.9349e-01 eta: 1 day, 9:25:08 time: 0.1371 data_time: 0.0018 loss: 2.9415 03/09 00:57:51 - mmengine - INFO - Epoch(train) [6][2300/2503] lr: 4.9342e-01 eta: 1 day, 9:22:37 time: 0.1181 data_time: 0.0263 loss: 3.0149 03/09 00:58:05 - mmengine - INFO - Epoch(train) [6][2400/2503] lr: 4.9335e-01 eta: 1 day, 9:20:24 time: 0.1373 data_time: 0.0019 loss: 2.9647 03/09 00:58:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:58:19 - mmengine - INFO - Epoch(train) [6][2500/2503] lr: 4.9329e-01 eta: 1 day, 9:18:04 time: 0.1329 data_time: 0.0035 loss: 2.9695 03/09 00:58:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 00:58:19 - mmengine - INFO - Saving checkpoint at 6 epochs 03/09 00:58:46 - mmengine - INFO - Epoch(val) [6][98/98] accuracy/top1: 40.5320 accuracy/top5: 66.7600 03/09 00:59:01 - mmengine - INFO - Epoch(train) [7][ 100/2503] lr: 4.9322e-01 eta: 1 day, 9:16:31 time: 0.1345 data_time: 0.0022 loss: 2.7959 03/09 00:59:14 - mmengine - INFO - Epoch(train) [7][ 200/2503] lr: 4.9315e-01 eta: 1 day, 9:14:00 time: 0.1337 data_time: 0.0021 loss: 2.8878 03/09 00:59:28 - mmengine - INFO - Epoch(train) [7][ 300/2503] lr: 4.9308e-01 eta: 1 day, 9:11:31 time: 0.1114 data_time: 0.0027 loss: 2.9233 03/09 00:59:41 - mmengine - INFO - Epoch(train) [7][ 400/2503] lr: 4.9302e-01 eta: 1 day, 9:09:01 time: 0.1310 data_time: 0.0022 loss: 2.9998 03/09 00:59:55 - mmengine - INFO - Epoch(train) [7][ 500/2503] lr: 4.9295e-01 eta: 1 day, 9:06:43 time: 0.1391 data_time: 0.0021 loss: 3.0105 03/09 01:00:08 - mmengine - INFO - Epoch(train) [7][ 600/2503] lr: 4.9288e-01 eta: 1 day, 9:04:17 time: 0.1493 data_time: 0.0022 loss: 2.7625 03/09 01:00:21 - mmengine - INFO - Epoch(train) [7][ 700/2503] lr: 4.9282e-01 eta: 1 day, 9:01:42 time: 0.1436 data_time: 0.0024 loss: 3.0258 03/09 01:00:35 - mmengine - INFO - Epoch(train) [7][ 800/2503] lr: 4.9275e-01 eta: 1 day, 8:59:07 time: 0.1100 data_time: 0.0023 loss: 2.8926 03/09 01:00:49 - mmengine - INFO - Epoch(train) [7][ 900/2503] lr: 4.9268e-01 eta: 1 day, 8:57:47 time: 0.1388 data_time: 0.0020 loss: 2.8889 03/09 01:01:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:01:03 - mmengine - INFO - Epoch(train) [7][1000/2503] lr: 4.9261e-01 eta: 1 day, 8:55:48 time: 0.1418 data_time: 0.0019 loss: 2.9680 03/09 01:01:17 - mmengine - INFO - Epoch(train) [7][1100/2503] lr: 4.9255e-01 eta: 1 day, 8:53:31 time: 0.1310 data_time: 0.0104 loss: 2.8454 03/09 01:01:31 - mmengine - INFO - Epoch(train) [7][1200/2503] lr: 4.9248e-01 eta: 1 day, 8:51:46 time: 0.1240 data_time: 0.0019 loss: 2.9650 03/09 01:01:45 - mmengine - INFO - Epoch(train) [7][1300/2503] lr: 4.9241e-01 eta: 1 day, 8:49:48 time: 0.1520 data_time: 0.0021 loss: 2.9240 03/09 01:01:58 - mmengine - INFO - Epoch(train) [7][1400/2503] lr: 4.9235e-01 eta: 1 day, 8:47:40 time: 0.1312 data_time: 0.0019 loss: 2.9270 03/09 01:02:12 - mmengine - INFO - Epoch(train) [7][1500/2503] lr: 4.9228e-01 eta: 1 day, 8:45:45 time: 0.1628 data_time: 0.0021 loss: 2.9123 03/09 01:02:26 - mmengine - INFO - Epoch(train) [7][1600/2503] lr: 4.9221e-01 eta: 1 day, 8:44:11 time: 0.1778 data_time: 0.0021 loss: 2.7341 03/09 01:02:40 - mmengine - INFO - Epoch(train) [7][1700/2503] lr: 4.9215e-01 eta: 1 day, 8:41:53 time: 0.1185 data_time: 0.0021 loss: 2.9524 03/09 01:02:53 - mmengine - INFO - Epoch(train) [7][1800/2503] lr: 4.9208e-01 eta: 1 day, 8:39:45 time: 0.1403 data_time: 0.0018 loss: 3.0180 03/09 01:03:07 - mmengine - INFO - Epoch(train) [7][1900/2503] lr: 4.9201e-01 eta: 1 day, 8:38:02 time: 0.1582 data_time: 0.0020 loss: 2.8741 03/09 01:03:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:03:21 - mmengine - INFO - Epoch(train) [7][2000/2503] lr: 4.9194e-01 eta: 1 day, 8:35:58 time: 0.1397 data_time: 0.0021 loss: 2.8921 03/09 01:03:34 - mmengine - INFO - Epoch(train) [7][2100/2503] lr: 4.9188e-01 eta: 1 day, 8:33:49 time: 0.1357 data_time: 0.0019 loss: 2.9914 03/09 01:03:48 - mmengine - INFO - Epoch(train) [7][2200/2503] lr: 4.9181e-01 eta: 1 day, 8:32:23 time: 0.1346 data_time: 0.0020 loss: 2.7446 03/09 01:04:02 - mmengine - INFO - Epoch(train) [7][2300/2503] lr: 4.9174e-01 eta: 1 day, 8:30:36 time: 0.1440 data_time: 0.0019 loss: 2.7670 03/09 01:04:16 - mmengine - INFO - Epoch(train) [7][2400/2503] lr: 4.9168e-01 eta: 1 day, 8:28:44 time: 0.1346 data_time: 0.0019 loss: 2.9343 03/09 01:04:30 - mmengine - INFO - Epoch(train) [7][2500/2503] lr: 4.9161e-01 eta: 1 day, 8:26:49 time: 0.1298 data_time: 0.0041 loss: 2.9399 03/09 01:04:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:04:30 - mmengine - INFO - Saving checkpoint at 7 epochs 03/09 01:04:56 - mmengine - INFO - Epoch(val) [7][98/98] accuracy/top1: 41.8640 accuracy/top5: 68.2260 03/09 01:05:12 - mmengine - INFO - Epoch(train) [8][ 100/2503] lr: 4.9154e-01 eta: 1 day, 8:26:14 time: 0.1836 data_time: 0.0021 loss: 2.6945 03/09 01:05:25 - mmengine - INFO - Epoch(train) [8][ 200/2503] lr: 4.9147e-01 eta: 1 day, 8:24:10 time: 0.1302 data_time: 0.0021 loss: 2.7009 03/09 01:05:39 - mmengine - INFO - Epoch(train) [8][ 300/2503] lr: 4.9141e-01 eta: 1 day, 8:22:29 time: 0.0950 data_time: 0.0024 loss: 2.8202 03/09 01:05:53 - mmengine - INFO - Epoch(train) [8][ 400/2503] lr: 4.9134e-01 eta: 1 day, 8:20:47 time: 0.1411 data_time: 0.0021 loss: 2.7159 03/09 01:06:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:06:07 - mmengine - INFO - Epoch(train) [8][ 500/2503] lr: 4.9127e-01 eta: 1 day, 8:19:13 time: 0.1378 data_time: 0.0020 loss: 2.9117 03/09 01:06:20 - mmengine - INFO - Epoch(train) [8][ 600/2503] lr: 4.9121e-01 eta: 1 day, 8:17:27 time: 0.1286 data_time: 0.0023 loss: 2.6986 03/09 01:06:35 - mmengine - INFO - Epoch(train) [8][ 700/2503] lr: 4.9114e-01 eta: 1 day, 8:16:04 time: 0.1186 data_time: 0.0021 loss: 2.7416 03/09 01:06:48 - mmengine - INFO - Epoch(train) [8][ 800/2503] lr: 4.9107e-01 eta: 1 day, 8:14:15 time: 0.1474 data_time: 0.0019 loss: 2.9495 03/09 01:07:02 - mmengine - INFO - Epoch(train) [8][ 900/2503] lr: 4.9100e-01 eta: 1 day, 8:12:33 time: 0.1561 data_time: 0.0023 loss: 2.8767 03/09 01:07:16 - mmengine - INFO - Epoch(train) [8][1000/2503] lr: 4.9094e-01 eta: 1 day, 8:10:51 time: 0.1201 data_time: 0.0020 loss: 2.6518 03/09 01:07:29 - mmengine - INFO - Epoch(train) [8][1100/2503] lr: 4.9087e-01 eta: 1 day, 8:09:02 time: 0.0971 data_time: 0.0021 loss: 2.8007 03/09 01:07:43 - mmengine - INFO - Epoch(train) [8][1200/2503] lr: 4.9080e-01 eta: 1 day, 8:07:38 time: 0.1285 data_time: 0.0020 loss: 2.8224 03/09 01:07:57 - mmengine - INFO - Epoch(train) [8][1300/2503] lr: 4.9074e-01 eta: 1 day, 8:05:50 time: 0.1350 data_time: 0.0020 loss: 2.7222 03/09 01:08:10 - mmengine - INFO - Epoch(train) [8][1400/2503] lr: 4.9067e-01 eta: 1 day, 8:04:05 time: 0.1369 data_time: 0.0020 loss: 2.8502 03/09 01:08:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:08:23 - mmengine - INFO - Epoch(train) [8][1500/2503] lr: 4.9060e-01 eta: 1 day, 8:02:20 time: 0.1519 data_time: 0.0020 loss: 2.6563 03/09 01:08:37 - mmengine - INFO - Epoch(train) [8][1600/2503] lr: 4.9053e-01 eta: 1 day, 8:00:26 time: 0.1516 data_time: 0.0022 loss: 2.9557 03/09 01:08:50 - mmengine - INFO - Epoch(train) [8][1700/2503] lr: 4.9047e-01 eta: 1 day, 7:58:46 time: 0.1435 data_time: 0.0021 loss: 2.8613 03/09 01:09:04 - mmengine - INFO - Epoch(train) [8][1800/2503] lr: 4.9040e-01 eta: 1 day, 7:56:57 time: 0.1414 data_time: 0.0021 loss: 2.7954 03/09 01:09:17 - mmengine - INFO - Epoch(train) [8][1900/2503] lr: 4.9033e-01 eta: 1 day, 7:55:00 time: 0.1261 data_time: 0.0020 loss: 2.7244 03/09 01:09:30 - mmengine - INFO - Epoch(train) [8][2000/2503] lr: 4.9027e-01 eta: 1 day, 7:53:11 time: 0.1373 data_time: 0.0020 loss: 2.8026 03/09 01:09:43 - mmengine - INFO - Epoch(train) [8][2100/2503] lr: 4.9020e-01 eta: 1 day, 7:51:37 time: 0.1308 data_time: 0.0023 loss: 2.8596 03/09 01:09:57 - mmengine - INFO - Epoch(train) [8][2200/2503] lr: 4.9013e-01 eta: 1 day, 7:49:59 time: 0.1429 data_time: 0.0020 loss: 2.8521 03/09 01:10:11 - mmengine - INFO - Epoch(train) [8][2300/2503] lr: 4.9007e-01 eta: 1 day, 7:48:30 time: 0.1181 data_time: 0.0019 loss: 2.7954 03/09 01:10:24 - mmengine - INFO - Epoch(train) [8][2400/2503] lr: 4.9000e-01 eta: 1 day, 7:46:59 time: 0.1382 data_time: 0.0024 loss: 2.8371 03/09 01:10:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:10:38 - mmengine - INFO - Epoch(train) [8][2500/2503] lr: 4.8993e-01 eta: 1 day, 7:45:29 time: 0.1397 data_time: 0.0032 loss: 2.7954 03/09 01:10:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:10:38 - mmengine - INFO - Saving checkpoint at 8 epochs 03/09 01:11:04 - mmengine - INFO - Epoch(val) [8][98/98] accuracy/top1: 44.1140 accuracy/top5: 69.7960 03/09 01:11:18 - mmengine - INFO - Epoch(train) [9][ 100/2503] lr: 4.8986e-01 eta: 1 day, 7:44:27 time: 0.0989 data_time: 0.0021 loss: 2.7428 03/09 01:11:32 - mmengine - INFO - Epoch(train) [9][ 200/2503] lr: 4.8980e-01 eta: 1 day, 7:43:12 time: 0.1357 data_time: 0.0158 loss: 2.6892 03/09 01:11:46 - mmengine - INFO - Epoch(train) [9][ 300/2503] lr: 4.8973e-01 eta: 1 day, 7:41:44 time: 0.1286 data_time: 0.0023 loss: 2.7801 03/09 01:12:00 - mmengine - INFO - Epoch(train) [9][ 400/2503] lr: 4.8966e-01 eta: 1 day, 7:40:29 time: 0.1313 data_time: 0.0021 loss: 2.6195 03/09 01:12:13 - mmengine - INFO - Epoch(train) [9][ 500/2503] lr: 4.8959e-01 eta: 1 day, 7:39:00 time: 0.1321 data_time: 0.0020 loss: 2.8872 03/09 01:12:27 - mmengine - INFO - Epoch(train) [9][ 600/2503] lr: 4.8953e-01 eta: 1 day, 7:37:34 time: 0.1551 data_time: 0.0022 loss: 2.9541 03/09 01:12:41 - mmengine - INFO - Epoch(train) [9][ 700/2503] lr: 4.8946e-01 eta: 1 day, 7:36:17 time: 0.1659 data_time: 0.0022 loss: 2.6904 03/09 01:12:54 - mmengine - INFO - Epoch(train) [9][ 800/2503] lr: 4.8939e-01 eta: 1 day, 7:34:54 time: 0.1589 data_time: 0.0019 loss: 2.8169 03/09 01:13:08 - mmengine - INFO - Epoch(train) [9][ 900/2503] lr: 4.8933e-01 eta: 1 day, 7:33:23 time: 0.1245 data_time: 0.0019 loss: 2.7120 03/09 01:13:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:13:22 - mmengine - INFO - Epoch(train) [9][1000/2503] lr: 4.8926e-01 eta: 1 day, 7:32:10 time: 0.1381 data_time: 0.0020 loss: 2.6549 03/09 01:13:35 - mmengine - INFO - Epoch(train) [9][1100/2503] lr: 4.8919e-01 eta: 1 day, 7:30:38 time: 0.1237 data_time: 0.0019 loss: 2.6818 03/09 01:13:49 - mmengine - INFO - Epoch(train) [9][1200/2503] lr: 4.8913e-01 eta: 1 day, 7:29:33 time: 0.1331 data_time: 0.0022 loss: 2.9151 03/09 01:14:03 - mmengine - INFO - Epoch(train) [9][1300/2503] lr: 4.8906e-01 eta: 1 day, 7:28:10 time: 0.1530 data_time: 0.0021 loss: 2.7450 03/09 01:14:16 - mmengine - INFO - Epoch(train) [9][1400/2503] lr: 4.8899e-01 eta: 1 day, 7:26:41 time: 0.1232 data_time: 0.0019 loss: 2.8553 03/09 01:14:30 - mmengine - INFO - Epoch(train) [9][1500/2503] lr: 4.8892e-01 eta: 1 day, 7:25:29 time: 0.1575 data_time: 0.0020 loss: 2.7258 03/09 01:14:43 - mmengine - INFO - Epoch(train) [9][1600/2503] lr: 4.8886e-01 eta: 1 day, 7:23:59 time: 0.1463 data_time: 0.0021 loss: 2.5990 03/09 01:14:57 - mmengine - INFO - Epoch(train) [9][1700/2503] lr: 4.8879e-01 eta: 1 day, 7:22:45 time: 0.1668 data_time: 0.0130 loss: 2.7084 03/09 01:15:10 - mmengine - INFO - Epoch(train) [9][1800/2503] lr: 4.8872e-01 eta: 1 day, 7:21:19 time: 0.1171 data_time: 0.0021 loss: 2.8147 03/09 01:15:24 - mmengine - INFO - Epoch(train) [9][1900/2503] lr: 4.8866e-01 eta: 1 day, 7:19:57 time: 0.1115 data_time: 0.0026 loss: 2.7474 03/09 01:15:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:15:38 - mmengine - INFO - Epoch(train) [9][2000/2503] lr: 4.8859e-01 eta: 1 day, 7:18:49 time: 0.0931 data_time: 0.0020 loss: 2.8452 03/09 01:15:51 - mmengine - INFO - Epoch(train) [9][2100/2503] lr: 4.8852e-01 eta: 1 day, 7:17:28 time: 0.1382 data_time: 0.0022 loss: 2.7631 03/09 01:16:05 - mmengine - INFO - Epoch(train) [9][2200/2503] lr: 4.8845e-01 eta: 1 day, 7:16:09 time: 0.1553 data_time: 0.0465 loss: 2.8007 03/09 01:16:18 - mmengine - INFO - Epoch(train) [9][2300/2503] lr: 4.8839e-01 eta: 1 day, 7:14:49 time: 0.1234 data_time: 0.0018 loss: 2.7140 03/09 01:16:32 - mmengine - INFO - Epoch(train) [9][2400/2503] lr: 4.8832e-01 eta: 1 day, 7:13:39 time: 0.1445 data_time: 0.0019 loss: 2.7058 03/09 01:16:45 - mmengine - INFO - Epoch(train) [9][2500/2503] lr: 4.8825e-01 eta: 1 day, 7:12:09 time: 0.1231 data_time: 0.0032 loss: 2.7450 03/09 01:16:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:16:46 - mmengine - INFO - Saving checkpoint at 9 epochs 03/09 01:17:13 - mmengine - INFO - Epoch(val) [9][98/98] accuracy/top1: 44.2800 accuracy/top5: 70.1880 03/09 01:17:28 - mmengine - INFO - Epoch(train) [10][ 100/2503] lr: 4.8818e-01 eta: 1 day, 7:11:31 time: 0.1264 data_time: 0.0021 loss: 2.7669 03/09 01:17:42 - mmengine - INFO - Epoch(train) [10][ 200/2503] lr: 4.8812e-01 eta: 1 day, 7:10:18 time: 0.1459 data_time: 0.0021 loss: 2.7705 03/09 01:17:55 - mmengine - INFO - Epoch(train) [10][ 300/2503] lr: 4.8805e-01 eta: 1 day, 7:09:07 time: 0.1438 data_time: 0.0020 loss: 2.7642 03/09 01:18:09 - mmengine - INFO - Epoch(train) [10][ 400/2503] lr: 4.8798e-01 eta: 1 day, 7:07:50 time: 0.1490 data_time: 0.0375 loss: 2.6732 03/09 01:18:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:18:22 - mmengine - INFO - Epoch(train) [10][ 500/2503] lr: 4.8792e-01 eta: 1 day, 7:06:34 time: 0.1305 data_time: 0.0019 loss: 2.7654 03/09 01:18:36 - mmengine - INFO - Epoch(train) [10][ 600/2503] lr: 4.8785e-01 eta: 1 day, 7:05:26 time: 0.1360 data_time: 0.0019 loss: 2.6680 03/09 01:18:50 - mmengine - INFO - Epoch(train) [10][ 700/2503] lr: 4.8778e-01 eta: 1 day, 7:04:32 time: 0.1719 data_time: 0.0019 loss: 2.7258 03/09 01:19:04 - mmengine - INFO - Epoch(train) [10][ 800/2503] lr: 4.8772e-01 eta: 1 day, 7:03:21 time: 0.1585 data_time: 0.0021 loss: 2.8601 03/09 01:19:17 - mmengine - INFO - Epoch(train) [10][ 900/2503] lr: 4.8765e-01 eta: 1 day, 7:02:05 time: 0.1330 data_time: 0.0020 loss: 2.6396 03/09 01:19:31 - mmengine - INFO - Epoch(train) [10][1000/2503] lr: 4.8758e-01 eta: 1 day, 7:00:53 time: 0.1110 data_time: 0.0023 loss: 2.8045 03/09 01:19:44 - mmengine - INFO - Epoch(train) [10][1100/2503] lr: 4.8751e-01 eta: 1 day, 6:59:41 time: 0.1501 data_time: 0.0019 loss: 2.6959 03/09 01:19:57 - mmengine - INFO - Epoch(train) [10][1200/2503] lr: 4.8745e-01 eta: 1 day, 6:58:24 time: 0.1381 data_time: 0.0020 loss: 2.5525 03/09 01:20:11 - mmengine - INFO - Epoch(train) [10][1300/2503] lr: 4.8738e-01 eta: 1 day, 6:57:22 time: 0.1125 data_time: 0.0020 loss: 2.8326 03/09 01:20:25 - mmengine - INFO - Epoch(train) [10][1400/2503] lr: 4.8731e-01 eta: 1 day, 6:56:30 time: 0.1967 data_time: 0.0020 loss: 2.6111 03/09 01:20:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:20:39 - mmengine - INFO - Epoch(train) [10][1500/2503] lr: 4.8725e-01 eta: 1 day, 6:55:12 time: 0.1204 data_time: 0.0023 loss: 2.6817 03/09 01:20:53 - mmengine - INFO - Epoch(train) [10][1600/2503] lr: 4.8718e-01 eta: 1 day, 6:54:16 time: 0.1395 data_time: 0.0018 loss: 2.8666 03/09 01:21:06 - mmengine - INFO - Epoch(train) [10][1700/2503] lr: 4.8711e-01 eta: 1 day, 6:53:03 time: 0.1416 data_time: 0.0019 loss: 2.6746 03/09 01:21:20 - mmengine - INFO - Epoch(train) [10][1800/2503] lr: 4.8705e-01 eta: 1 day, 6:52:00 time: 0.1414 data_time: 0.0020 loss: 2.7147 03/09 01:21:34 - mmengine - INFO - Epoch(train) [10][1900/2503] lr: 4.8698e-01 eta: 1 day, 6:51:01 time: 0.1715 data_time: 0.0021 loss: 2.8643 03/09 01:21:47 - mmengine - INFO - Epoch(train) [10][2000/2503] lr: 4.8691e-01 eta: 1 day, 6:49:50 time: 0.1466 data_time: 0.0020 loss: 2.5562 03/09 01:22:00 - mmengine - INFO - Epoch(train) [10][2100/2503] lr: 4.8684e-01 eta: 1 day, 6:48:40 time: 0.1223 data_time: 0.0106 loss: 2.6738 03/09 01:22:14 - mmengine - INFO - Epoch(train) [10][2200/2503] lr: 4.8678e-01 eta: 1 day, 6:47:38 time: 0.1326 data_time: 0.0020 loss: 2.6755 03/09 01:22:28 - mmengine - INFO - Epoch(train) [10][2300/2503] lr: 4.8671e-01 eta: 1 day, 6:46:34 time: 0.1199 data_time: 0.0024 loss: 2.8056 03/09 01:22:41 - mmengine - INFO - Epoch(train) [10][2400/2503] lr: 4.8664e-01 eta: 1 day, 6:45:28 time: 0.1420 data_time: 0.0024 loss: 2.7489 03/09 01:22:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:22:54 - mmengine - INFO - Epoch(train) [10][2500/2503] lr: 4.8658e-01 eta: 1 day, 6:44:12 time: 0.1395 data_time: 0.0037 loss: 2.7055 03/09 01:22:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:22:55 - mmengine - INFO - Saving checkpoint at 10 epochs 03/09 01:23:20 - mmengine - INFO - Epoch(val) [10][98/98] accuracy/top1: 46.2500 accuracy/top5: 71.8100 03/09 01:23:34 - mmengine - INFO - Epoch(train) [11][ 100/2503] lr: 4.8651e-01 eta: 1 day, 6:43:30 time: 0.1052 data_time: 0.0023 loss: 2.6874 03/09 01:23:48 - mmengine - INFO - Epoch(train) [11][ 200/2503] lr: 4.8644e-01 eta: 1 day, 6:42:30 time: 0.1119 data_time: 0.0185 loss: 2.6915 03/09 01:24:02 - mmengine - INFO - Epoch(train) [11][ 300/2503] lr: 4.8637e-01 eta: 1 day, 6:41:32 time: 0.1526 data_time: 0.0019 loss: 2.6976 03/09 01:24:15 - mmengine - INFO - Epoch(train) [11][ 400/2503] lr: 4.8631e-01 eta: 1 day, 6:40:33 time: 0.1285 data_time: 0.0019 loss: 2.6611 03/09 01:24:29 - mmengine - INFO - Epoch(train) [11][ 500/2503] lr: 4.8624e-01 eta: 1 day, 6:39:39 time: 0.1629 data_time: 0.0020 loss: 2.5570 03/09 01:24:43 - mmengine - INFO - Epoch(train) [11][ 600/2503] lr: 4.8617e-01 eta: 1 day, 6:38:36 time: 0.1468 data_time: 0.0020 loss: 2.7893 03/09 01:24:56 - mmengine - INFO - Epoch(train) [11][ 700/2503] lr: 4.8610e-01 eta: 1 day, 6:37:29 time: 0.1303 data_time: 0.0019 loss: 2.5872 03/09 01:25:10 - mmengine - INFO - Epoch(train) [11][ 800/2503] lr: 4.8604e-01 eta: 1 day, 6:36:38 time: 0.1639 data_time: 0.0019 loss: 2.5508 03/09 01:25:23 - mmengine - INFO - Epoch(train) [11][ 900/2503] lr: 4.8597e-01 eta: 1 day, 6:35:32 time: 0.1168 data_time: 0.0020 loss: 2.7377 03/09 01:25:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:25:37 - mmengine - INFO - Epoch(train) [11][1000/2503] lr: 4.8590e-01 eta: 1 day, 6:34:40 time: 0.1435 data_time: 0.0022 loss: 2.6773 03/09 01:25:51 - mmengine - INFO - Epoch(train) [11][1100/2503] lr: 4.8584e-01 eta: 1 day, 6:33:36 time: 0.1545 data_time: 0.0020 loss: 2.5629 03/09 01:26:05 - mmengine - INFO - Epoch(train) [11][1200/2503] lr: 4.8577e-01 eta: 1 day, 6:32:56 time: 0.1275 data_time: 0.0021 loss: 2.7281 03/09 01:26:19 - mmengine - INFO - Epoch(train) [11][1300/2503] lr: 4.8570e-01 eta: 1 day, 6:31:57 time: 0.1110 data_time: 0.0021 loss: 2.6919 03/09 01:26:32 - mmengine - INFO - Epoch(train) [11][1400/2503] lr: 4.8564e-01 eta: 1 day, 6:31:03 time: 0.1403 data_time: 0.0019 loss: 2.7881 03/09 01:26:46 - mmengine - INFO - Epoch(train) [11][1500/2503] lr: 4.8557e-01 eta: 1 day, 6:30:18 time: 0.1726 data_time: 0.0021 loss: 2.6892 03/09 01:27:01 - mmengine - INFO - Epoch(train) [11][1600/2503] lr: 4.8550e-01 eta: 1 day, 6:29:35 time: 0.1209 data_time: 0.0079 loss: 2.6341 03/09 01:27:14 - mmengine - INFO - Epoch(train) [11][1700/2503] lr: 4.8543e-01 eta: 1 day, 6:28:41 time: 0.1166 data_time: 0.0163 loss: 2.5993 03/09 01:27:28 - mmengine - INFO - Epoch(train) [11][1800/2503] lr: 4.8537e-01 eta: 1 day, 6:27:52 time: 0.1548 data_time: 0.0020 loss: 2.5649 03/09 01:27:41 - mmengine - INFO - Epoch(train) [11][1900/2503] lr: 4.8530e-01 eta: 1 day, 6:26:44 time: 0.1426 data_time: 0.0021 loss: 2.7437 03/09 01:27:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:27:56 - mmengine - INFO - Epoch(train) [11][2000/2503] lr: 4.8523e-01 eta: 1 day, 6:26:01 time: 0.1325 data_time: 0.0023 loss: 2.6217 03/09 01:28:09 - mmengine - INFO - Epoch(train) [11][2100/2503] lr: 4.8517e-01 eta: 1 day, 6:25:09 time: 0.1777 data_time: 0.0022 loss: 2.7754 03/09 01:28:22 - mmengine - INFO - Epoch(train) [11][2200/2503] lr: 4.8510e-01 eta: 1 day, 6:24:03 time: 0.0945 data_time: 0.0022 loss: 2.6630 03/09 01:28:36 - mmengine - INFO - Epoch(train) [11][2300/2503] lr: 4.8503e-01 eta: 1 day, 6:23:13 time: 0.1484 data_time: 0.0020 loss: 2.8407 03/09 01:28:50 - mmengine - INFO - Epoch(train) [11][2400/2503] lr: 4.8497e-01 eta: 1 day, 6:22:20 time: 0.1506 data_time: 0.0019 loss: 2.6328 03/09 01:29:03 - mmengine - INFO - Epoch(train) [11][2500/2503] lr: 4.8490e-01 eta: 1 day, 6:21:22 time: 0.1271 data_time: 0.0032 loss: 2.6200 03/09 01:29:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:29:04 - mmengine - INFO - Saving checkpoint at 11 epochs 03/09 01:29:31 - mmengine - INFO - Epoch(val) [11][98/98] accuracy/top1: 45.8660 accuracy/top5: 71.5560 03/09 01:29:46 - mmengine - INFO - Epoch(train) [12][ 100/2503] lr: 4.8483e-01 eta: 1 day, 6:21:04 time: 0.1289 data_time: 0.0021 loss: 2.7877 03/09 01:30:00 - mmengine - INFO - Epoch(train) [12][ 200/2503] lr: 4.8476e-01 eta: 1 day, 6:20:15 time: 0.1479 data_time: 0.0020 loss: 2.5430 03/09 01:30:13 - mmengine - INFO - Epoch(train) [12][ 300/2503] lr: 4.8469e-01 eta: 1 day, 6:19:28 time: 0.1219 data_time: 0.0021 loss: 2.6256 03/09 01:30:27 - mmengine - INFO - Epoch(train) [12][ 400/2503] lr: 4.8463e-01 eta: 1 day, 6:18:42 time: 0.1528 data_time: 0.0020 loss: 2.8524 03/09 01:30:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:30:41 - mmengine - INFO - Epoch(train) [12][ 500/2503] lr: 4.8456e-01 eta: 1 day, 6:17:44 time: 0.1282 data_time: 0.0020 loss: 2.8001 03/09 01:30:54 - mmengine - INFO - Epoch(train) [12][ 600/2503] lr: 4.8449e-01 eta: 1 day, 6:16:48 time: 0.1182 data_time: 0.0024 loss: 2.7419 03/09 01:31:08 - mmengine - INFO - Epoch(train) [12][ 700/2503] lr: 4.8443e-01 eta: 1 day, 6:15:54 time: 0.1181 data_time: 0.0025 loss: 2.6618 03/09 01:31:22 - mmengine - INFO - Epoch(train) [12][ 800/2503] lr: 4.8436e-01 eta: 1 day, 6:15:15 time: 0.1663 data_time: 0.0020 loss: 2.5737 03/09 01:31:36 - mmengine - INFO - Epoch(train) [12][ 900/2503] lr: 4.8429e-01 eta: 1 day, 6:14:19 time: 0.1355 data_time: 0.0020 loss: 2.6617 03/09 01:31:50 - mmengine - INFO - Epoch(train) [12][1000/2503] lr: 4.8423e-01 eta: 1 day, 6:13:38 time: 0.1170 data_time: 0.0022 loss: 2.6857 03/09 01:32:04 - mmengine - INFO - Epoch(train) [12][1100/2503] lr: 4.8416e-01 eta: 1 day, 6:12:58 time: 0.1559 data_time: 0.0023 loss: 2.4812 03/09 01:32:17 - mmengine - INFO - Epoch(train) [12][1200/2503] lr: 4.8409e-01 eta: 1 day, 6:12:12 time: 0.1375 data_time: 0.0021 loss: 2.7547 03/09 01:32:31 - mmengine - INFO - Epoch(train) [12][1300/2503] lr: 4.8402e-01 eta: 1 day, 6:11:26 time: 0.1220 data_time: 0.0021 loss: 2.6082 03/09 01:32:45 - mmengine - INFO - Epoch(train) [12][1400/2503] lr: 4.8396e-01 eta: 1 day, 6:10:30 time: 0.1320 data_time: 0.0021 loss: 2.7694 03/09 01:32:54 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:32:59 - mmengine - INFO - Epoch(train) [12][1500/2503] lr: 4.8389e-01 eta: 1 day, 6:09:48 time: 0.1505 data_time: 0.0019 loss: 2.6274 03/09 01:33:13 - mmengine - INFO - Epoch(train) [12][1600/2503] lr: 4.8382e-01 eta: 1 day, 6:09:05 time: 0.1636 data_time: 0.0023 loss: 2.7371 03/09 01:33:26 - mmengine - INFO - Epoch(train) [12][1700/2503] lr: 4.8376e-01 eta: 1 day, 6:08:07 time: 0.1190 data_time: 0.0024 loss: 2.6357 03/09 01:33:40 - mmengine - INFO - Epoch(train) [12][1800/2503] lr: 4.8369e-01 eta: 1 day, 6:07:38 time: 0.1451 data_time: 0.0021 loss: 2.6412 03/09 01:33:54 - mmengine - INFO - Epoch(train) [12][1900/2503] lr: 4.8362e-01 eta: 1 day, 6:06:37 time: 0.1050 data_time: 0.0024 loss: 2.5853 03/09 01:34:07 - mmengine - INFO - Epoch(train) [12][2000/2503] lr: 4.8356e-01 eta: 1 day, 6:05:45 time: 0.1208 data_time: 0.0020 loss: 2.6219 03/09 01:34:21 - mmengine - INFO - Epoch(train) [12][2100/2503] lr: 4.8349e-01 eta: 1 day, 6:05:05 time: 0.1666 data_time: 0.0021 loss: 2.7949 03/09 01:34:34 - mmengine - INFO - Epoch(train) [12][2200/2503] lr: 4.8342e-01 eta: 1 day, 6:04:02 time: 0.0987 data_time: 0.0022 loss: 2.6129 03/09 01:34:48 - mmengine - INFO - Epoch(train) [12][2300/2503] lr: 4.8335e-01 eta: 1 day, 6:03:18 time: 0.1431 data_time: 0.0079 loss: 2.6142 03/09 01:35:02 - mmengine - INFO - Epoch(train) [12][2400/2503] lr: 4.8329e-01 eta: 1 day, 6:02:30 time: 0.1412 data_time: 0.0022 loss: 2.5027 03/09 01:35:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:35:15 - mmengine - INFO - Epoch(train) [12][2500/2503] lr: 4.8322e-01 eta: 1 day, 6:01:44 time: 0.1490 data_time: 0.0113 loss: 2.5573 03/09 01:35:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:35:16 - mmengine - INFO - Saving checkpoint at 12 epochs 03/09 01:35:43 - mmengine - INFO - Epoch(val) [12][98/98] accuracy/top1: 44.9380 accuracy/top5: 70.6420 03/09 01:35:58 - mmengine - INFO - Epoch(train) [13][ 100/2503] lr: 4.8315e-01 eta: 1 day, 6:01:28 time: 0.1318 data_time: 0.0195 loss: 2.6022 03/09 01:36:12 - mmengine - INFO - Epoch(train) [13][ 200/2503] lr: 4.8308e-01 eta: 1 day, 6:00:38 time: 0.1375 data_time: 0.0066 loss: 2.6307 03/09 01:36:26 - mmengine - INFO - Epoch(train) [13][ 300/2503] lr: 4.8302e-01 eta: 1 day, 6:00:02 time: 0.1700 data_time: 0.0020 loss: 2.5088 03/09 01:36:39 - mmengine - INFO - Epoch(train) [13][ 400/2503] lr: 4.8295e-01 eta: 1 day, 5:59:13 time: 0.1486 data_time: 0.0020 loss: 2.6042 03/09 01:36:53 - mmengine - INFO - Epoch(train) [13][ 500/2503] lr: 4.8288e-01 eta: 1 day, 5:58:25 time: 0.1008 data_time: 0.0019 loss: 2.5727 03/09 01:37:07 - mmengine - INFO - Epoch(train) [13][ 600/2503] lr: 4.8282e-01 eta: 1 day, 5:57:47 time: 0.1025 data_time: 0.0109 loss: 2.7039 03/09 01:37:21 - mmengine - INFO - Epoch(train) [13][ 700/2503] lr: 4.8275e-01 eta: 1 day, 5:57:06 time: 0.1533 data_time: 0.0020 loss: 2.7222 03/09 01:37:35 - mmengine - INFO - Epoch(train) [13][ 800/2503] lr: 4.8268e-01 eta: 1 day, 5:56:23 time: 0.1971 data_time: 0.0020 loss: 2.4527 03/09 01:37:48 - mmengine - INFO - Epoch(train) [13][ 900/2503] lr: 4.8261e-01 eta: 1 day, 5:55:38 time: 0.1414 data_time: 0.0466 loss: 2.7088 03/09 01:37:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:38:02 - mmengine - INFO - Epoch(train) [13][1000/2503] lr: 4.8255e-01 eta: 1 day, 5:55:01 time: 0.1575 data_time: 0.0021 loss: 2.6577 03/09 01:38:16 - mmengine - INFO - Epoch(train) [13][1100/2503] lr: 4.8248e-01 eta: 1 day, 5:54:07 time: 0.1451 data_time: 0.0026 loss: 2.5974 03/09 01:38:29 - mmengine - INFO - Epoch(train) [13][1200/2503] lr: 4.8241e-01 eta: 1 day, 5:53:26 time: 0.1471 data_time: 0.0022 loss: 2.7143 03/09 01:38:43 - mmengine - INFO - Epoch(train) [13][1300/2503] lr: 4.8235e-01 eta: 1 day, 5:52:46 time: 0.1569 data_time: 0.0022 loss: 2.7077 03/09 01:38:57 - mmengine - INFO - Epoch(train) [13][1400/2503] lr: 4.8228e-01 eta: 1 day, 5:52:07 time: 0.1311 data_time: 0.0024 loss: 2.5639 03/09 01:39:11 - mmengine - INFO - Epoch(train) [13][1500/2503] lr: 4.8221e-01 eta: 1 day, 5:51:27 time: 0.1522 data_time: 0.0019 loss: 2.7040 03/09 01:39:25 - mmengine - INFO - Epoch(train) [13][1600/2503] lr: 4.8215e-01 eta: 1 day, 5:50:40 time: 0.1223 data_time: 0.0021 loss: 2.6620 03/09 01:39:38 - mmengine - INFO - Epoch(train) [13][1700/2503] lr: 4.8208e-01 eta: 1 day, 5:50:02 time: 0.1123 data_time: 0.0023 loss: 2.3828 03/09 01:39:52 - mmengine - INFO - Epoch(train) [13][1800/2503] lr: 4.8201e-01 eta: 1 day, 5:49:21 time: 0.1473 data_time: 0.0019 loss: 2.7132 03/09 01:40:06 - mmengine - INFO - Epoch(train) [13][1900/2503] lr: 4.8194e-01 eta: 1 day, 5:48:32 time: 0.1269 data_time: 0.0024 loss: 2.5394 03/09 01:40:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:40:19 - mmengine - INFO - Epoch(train) [13][2000/2503] lr: 4.8188e-01 eta: 1 day, 5:47:50 time: 0.1474 data_time: 0.0020 loss: 2.7030 03/09 01:40:33 - mmengine - INFO - Epoch(train) [13][2100/2503] lr: 4.8181e-01 eta: 1 day, 5:47:00 time: 0.1231 data_time: 0.0022 loss: 2.4289 03/09 01:40:46 - mmengine - INFO - Epoch(train) [13][2200/2503] lr: 4.8174e-01 eta: 1 day, 5:46:17 time: 0.1299 data_time: 0.0021 loss: 2.7004 03/09 01:41:00 - mmengine - INFO - Epoch(train) [13][2300/2503] lr: 4.8168e-01 eta: 1 day, 5:45:36 time: 0.1633 data_time: 0.0020 loss: 2.5397 03/09 01:41:14 - mmengine - INFO - Epoch(train) [13][2400/2503] lr: 4.8161e-01 eta: 1 day, 5:45:00 time: 0.1631 data_time: 0.0019 loss: 2.5969 03/09 01:41:27 - mmengine - INFO - Epoch(train) [13][2500/2503] lr: 4.8154e-01 eta: 1 day, 5:44:08 time: 0.1134 data_time: 0.0038 loss: 2.7340 03/09 01:41:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:41:28 - mmengine - INFO - Saving checkpoint at 13 epochs 03/09 01:41:53 - mmengine - INFO - Epoch(val) [13][98/98] accuracy/top1: 46.4200 accuracy/top5: 71.7380 03/09 01:42:07 - mmengine - INFO - Epoch(train) [14][ 100/2503] lr: 4.8147e-01 eta: 1 day, 5:43:37 time: 0.1335 data_time: 0.0023 loss: 2.5953 03/09 01:42:21 - mmengine - INFO - Epoch(train) [14][ 200/2503] lr: 4.8141e-01 eta: 1 day, 5:42:52 time: 0.1435 data_time: 0.0020 loss: 2.5411 03/09 01:42:34 - mmengine - INFO - Epoch(train) [14][ 300/2503] lr: 4.8134e-01 eta: 1 day, 5:42:06 time: 0.1404 data_time: 0.0019 loss: 2.6530 03/09 01:42:48 - mmengine - INFO - Epoch(train) [14][ 400/2503] lr: 4.8127e-01 eta: 1 day, 5:41:20 time: 0.1425 data_time: 0.0022 loss: 2.6292 03/09 01:42:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:43:01 - mmengine - INFO - Epoch(train) [14][ 500/2503] lr: 4.8121e-01 eta: 1 day, 5:40:40 time: 0.1383 data_time: 0.0025 loss: 2.7282 03/09 01:43:15 - mmengine - INFO - Epoch(train) [14][ 600/2503] lr: 4.8114e-01 eta: 1 day, 5:40:02 time: 0.1581 data_time: 0.0020 loss: 2.5208 03/09 01:43:29 - mmengine - INFO - Epoch(train) [14][ 700/2503] lr: 4.8107e-01 eta: 1 day, 5:39:27 time: 0.1515 data_time: 0.0022 loss: 2.5597 03/09 01:43:42 - mmengine - INFO - Epoch(train) [14][ 800/2503] lr: 4.8100e-01 eta: 1 day, 5:38:41 time: 0.1445 data_time: 0.0019 loss: 2.6048 03/09 01:43:56 - mmengine - INFO - Epoch(train) [14][ 900/2503] lr: 4.8094e-01 eta: 1 day, 5:38:04 time: 0.1403 data_time: 0.0019 loss: 2.5681 03/09 01:44:09 - mmengine - INFO - Epoch(train) [14][1000/2503] lr: 4.8087e-01 eta: 1 day, 5:37:10 time: 0.0986 data_time: 0.0021 loss: 2.6233 03/09 01:44:23 - mmengine - INFO - Epoch(train) [14][1100/2503] lr: 4.8080e-01 eta: 1 day, 5:36:33 time: 0.1380 data_time: 0.0021 loss: 2.5734 03/09 01:44:37 - mmengine - INFO - Epoch(train) [14][1200/2503] lr: 4.8074e-01 eta: 1 day, 5:35:54 time: 0.1310 data_time: 0.0018 loss: 2.8003 03/09 01:44:51 - mmengine - INFO - Epoch(train) [14][1300/2503] lr: 4.8067e-01 eta: 1 day, 5:35:15 time: 0.1567 data_time: 0.0020 loss: 2.7079 03/09 01:45:04 - mmengine - INFO - Epoch(train) [14][1400/2503] lr: 4.8060e-01 eta: 1 day, 5:34:29 time: 0.1188 data_time: 0.0019 loss: 2.6221 03/09 01:45:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:45:18 - mmengine - INFO - Epoch(train) [14][1500/2503] lr: 4.8053e-01 eta: 1 day, 5:33:56 time: 0.1381 data_time: 0.0019 loss: 2.6731 03/09 01:45:32 - mmengine - INFO - Epoch(train) [14][1600/2503] lr: 4.8047e-01 eta: 1 day, 5:33:17 time: 0.1228 data_time: 0.0018 loss: 2.4832 03/09 01:45:45 - mmengine - INFO - Epoch(train) [14][1700/2503] lr: 4.8040e-01 eta: 1 day, 5:32:35 time: 0.1626 data_time: 0.0022 loss: 2.6867 03/09 01:45:59 - mmengine - INFO - Epoch(train) [14][1800/2503] lr: 4.8033e-01 eta: 1 day, 5:31:53 time: 0.1626 data_time: 0.0193 loss: 2.5745 03/09 01:46:13 - mmengine - INFO - Epoch(train) [14][1900/2503] lr: 4.8027e-01 eta: 1 day, 5:31:21 time: 0.1216 data_time: 0.0020 loss: 2.5917 03/09 01:46:26 - mmengine - INFO - Epoch(train) [14][2000/2503] lr: 4.8020e-01 eta: 1 day, 5:30:35 time: 0.1143 data_time: 0.0023 loss: 2.5324 03/09 01:46:40 - mmengine - INFO - Epoch(train) [14][2100/2503] lr: 4.8013e-01 eta: 1 day, 5:29:53 time: 0.1437 data_time: 0.0020 loss: 2.7041 03/09 01:46:54 - mmengine - INFO - Epoch(train) [14][2200/2503] lr: 4.8007e-01 eta: 1 day, 5:29:24 time: 0.1967 data_time: 0.0021 loss: 2.5578 03/09 01:47:07 - mmengine - INFO - Epoch(train) [14][2300/2503] lr: 4.8000e-01 eta: 1 day, 5:28:36 time: 0.1271 data_time: 0.0022 loss: 2.5060 03/09 01:47:21 - mmengine - INFO - Epoch(train) [14][2400/2503] lr: 4.7993e-01 eta: 1 day, 5:28:08 time: 0.1454 data_time: 0.0020 loss: 2.5190 03/09 01:47:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:47:35 - mmengine - INFO - Epoch(train) [14][2500/2503] lr: 4.7986e-01 eta: 1 day, 5:27:25 time: 0.1233 data_time: 0.0024 loss: 2.5222 03/09 01:47:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:47:35 - mmengine - INFO - Saving checkpoint at 14 epochs 03/09 01:48:01 - mmengine - INFO - Epoch(val) [14][98/98] accuracy/top1: 46.1940 accuracy/top5: 72.2580 03/09 01:48:16 - mmengine - INFO - Epoch(train) [15][ 100/2503] lr: 4.7980e-01 eta: 1 day, 5:27:08 time: 0.1378 data_time: 0.0022 loss: 2.4958 03/09 01:48:30 - mmengine - INFO - Epoch(train) [15][ 200/2503] lr: 4.7973e-01 eta: 1 day, 5:26:35 time: 0.1389 data_time: 0.0018 loss: 2.5798 03/09 01:48:44 - mmengine - INFO - Epoch(train) [15][ 300/2503] lr: 4.7966e-01 eta: 1 day, 5:25:59 time: 0.1389 data_time: 0.0020 loss: 2.4872 03/09 01:48:58 - mmengine - INFO - Epoch(train) [15][ 400/2503] lr: 4.7959e-01 eta: 1 day, 5:25:22 time: 0.1370 data_time: 0.0092 loss: 2.5228 03/09 01:49:11 - mmengine - INFO - Epoch(train) [15][ 500/2503] lr: 4.7953e-01 eta: 1 day, 5:24:40 time: 0.1338 data_time: 0.0023 loss: 2.5459 03/09 01:49:25 - mmengine - INFO - Epoch(train) [15][ 600/2503] lr: 4.7946e-01 eta: 1 day, 5:24:02 time: 0.1709 data_time: 0.0020 loss: 2.3434 03/09 01:49:38 - mmengine - INFO - Epoch(train) [15][ 700/2503] lr: 4.7939e-01 eta: 1 day, 5:23:20 time: 0.1283 data_time: 0.0019 loss: 2.4127 03/09 01:49:52 - mmengine - INFO - Epoch(train) [15][ 800/2503] lr: 4.7933e-01 eta: 1 day, 5:22:42 time: 0.1392 data_time: 0.0020 loss: 2.4927 03/09 01:50:05 - mmengine - INFO - Epoch(train) [15][ 900/2503] lr: 4.7926e-01 eta: 1 day, 5:21:57 time: 0.1357 data_time: 0.0045 loss: 2.6014 03/09 01:50:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:50:19 - mmengine - INFO - Epoch(train) [15][1000/2503] lr: 4.7919e-01 eta: 1 day, 5:21:19 time: 0.1414 data_time: 0.0021 loss: 2.4744 03/09 01:50:33 - mmengine - INFO - Epoch(train) [15][1100/2503] lr: 4.7913e-01 eta: 1 day, 5:20:43 time: 0.1687 data_time: 0.0019 loss: 2.4626 03/09 01:50:46 - mmengine - INFO - Epoch(train) [15][1200/2503] lr: 4.7906e-01 eta: 1 day, 5:19:58 time: 0.1257 data_time: 0.0029 loss: 2.4300 03/09 01:51:00 - mmengine - INFO - Epoch(train) [15][1300/2503] lr: 4.7899e-01 eta: 1 day, 5:19:24 time: 0.1352 data_time: 0.0021 loss: 2.6699 03/09 01:51:13 - mmengine - INFO - Epoch(train) [15][1400/2503] lr: 4.7892e-01 eta: 1 day, 5:18:46 time: 0.1131 data_time: 0.0020 loss: 2.6683 03/09 01:51:28 - mmengine - INFO - Epoch(train) [15][1500/2503] lr: 4.7886e-01 eta: 1 day, 5:18:21 time: 0.0955 data_time: 0.0020 loss: 2.6259 03/09 01:51:41 - mmengine - INFO - Epoch(train) [15][1600/2503] lr: 4.7879e-01 eta: 1 day, 5:17:49 time: 0.1421 data_time: 0.0023 loss: 2.4878 03/09 01:51:55 - mmengine - INFO - Epoch(train) [15][1700/2503] lr: 4.7872e-01 eta: 1 day, 5:17:14 time: 0.1363 data_time: 0.0021 loss: 2.5794 03/09 01:52:09 - mmengine - INFO - Epoch(train) [15][1800/2503] lr: 4.7866e-01 eta: 1 day, 5:16:40 time: 0.1025 data_time: 0.0021 loss: 2.5711 03/09 01:52:23 - mmengine - INFO - Epoch(train) [15][1900/2503] lr: 4.7859e-01 eta: 1 day, 5:16:03 time: 0.1447 data_time: 0.0022 loss: 2.5200 03/09 01:52:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:52:36 - mmengine - INFO - Epoch(train) [15][2000/2503] lr: 4.7852e-01 eta: 1 day, 5:15:27 time: 0.1371 data_time: 0.0019 loss: 2.6359 03/09 01:52:50 - mmengine - INFO - Epoch(train) [15][2100/2503] lr: 4.7845e-01 eta: 1 day, 5:14:47 time: 0.1271 data_time: 0.0024 loss: 2.7016 03/09 01:53:04 - mmengine - INFO - Epoch(train) [15][2200/2503] lr: 4.7839e-01 eta: 1 day, 5:14:17 time: 0.1427 data_time: 0.0021 loss: 2.5277 03/09 01:53:17 - mmengine - INFO - Epoch(train) [15][2300/2503] lr: 4.7832e-01 eta: 1 day, 5:13:40 time: 0.1278 data_time: 0.0024 loss: 2.3949 03/09 01:53:31 - mmengine - INFO - Epoch(train) [15][2400/2503] lr: 4.7825e-01 eta: 1 day, 5:13:03 time: 0.1401 data_time: 0.0023 loss: 2.6640 03/09 01:53:44 - mmengine - INFO - Epoch(train) [15][2500/2503] lr: 4.7819e-01 eta: 1 day, 5:12:21 time: 0.1266 data_time: 0.0039 loss: 2.6605 03/09 01:53:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:53:45 - mmengine - INFO - Saving checkpoint at 15 epochs 03/09 01:54:10 - mmengine - INFO - Epoch(val) [15][98/98] accuracy/top1: 45.9800 accuracy/top5: 71.7680 03/09 01:54:26 - mmengine - INFO - Epoch(train) [16][ 100/2503] lr: 4.7812e-01 eta: 1 day, 5:12:13 time: 0.1614 data_time: 0.0019 loss: 2.5167 03/09 01:54:39 - mmengine - INFO - Epoch(train) [16][ 200/2503] lr: 4.7805e-01 eta: 1 day, 5:11:39 time: 0.1618 data_time: 0.0021 loss: 2.6083 03/09 01:54:52 - mmengine - INFO - Epoch(train) [16][ 300/2503] lr: 4.7798e-01 eta: 1 day, 5:10:54 time: 0.1366 data_time: 0.0023 loss: 2.6149 03/09 01:55:06 - mmengine - INFO - Epoch(train) [16][ 400/2503] lr: 4.7792e-01 eta: 1 day, 5:10:21 time: 0.1446 data_time: 0.0022 loss: 2.6559 03/09 01:55:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:55:20 - mmengine - INFO - Epoch(train) [16][ 500/2503] lr: 4.7785e-01 eta: 1 day, 5:09:46 time: 0.1254 data_time: 0.0022 loss: 2.4924 03/09 01:55:34 - mmengine - INFO - Epoch(train) [16][ 600/2503] lr: 4.7778e-01 eta: 1 day, 5:09:10 time: 0.1290 data_time: 0.0024 loss: 2.6649 03/09 01:55:47 - mmengine - INFO - Epoch(train) [16][ 700/2503] lr: 4.7772e-01 eta: 1 day, 5:08:34 time: 0.1322 data_time: 0.0024 loss: 2.3663 03/09 01:56:00 - mmengine - INFO - Epoch(train) [16][ 800/2503] lr: 4.7765e-01 eta: 1 day, 5:07:53 time: 0.1355 data_time: 0.0297 loss: 2.5279 03/09 01:56:14 - mmengine - INFO - Epoch(train) [16][ 900/2503] lr: 4.7758e-01 eta: 1 day, 5:07:19 time: 0.1311 data_time: 0.0021 loss: 2.4300 03/09 01:56:28 - mmengine - INFO - Epoch(train) [16][1000/2503] lr: 4.7751e-01 eta: 1 day, 5:06:45 time: 0.1606 data_time: 0.0022 loss: 2.6421 03/09 01:56:42 - mmengine - INFO - Epoch(train) [16][1100/2503] lr: 4.7745e-01 eta: 1 day, 5:06:12 time: 0.1407 data_time: 0.0019 loss: 2.6383 03/09 01:56:55 - mmengine - INFO - Epoch(train) [16][1200/2503] lr: 4.7738e-01 eta: 1 day, 5:05:39 time: 0.1427 data_time: 0.0024 loss: 2.5785 03/09 01:57:09 - mmengine - INFO - Epoch(train) [16][1300/2503] lr: 4.7731e-01 eta: 1 day, 5:05:01 time: 0.1297 data_time: 0.0026 loss: 2.6066 03/09 01:57:22 - mmengine - INFO - Epoch(train) [16][1400/2503] lr: 4.7725e-01 eta: 1 day, 5:04:26 time: 0.1395 data_time: 0.0021 loss: 2.5766 03/09 01:57:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:57:35 - mmengine - INFO - Epoch(train) [16][1500/2503] lr: 4.7718e-01 eta: 1 day, 5:03:42 time: 0.1131 data_time: 0.0022 loss: 2.5161 03/09 01:57:49 - mmengine - INFO - Epoch(train) [16][1600/2503] lr: 4.7711e-01 eta: 1 day, 5:03:11 time: 0.1502 data_time: 0.0023 loss: 2.5494 03/09 01:58:03 - mmengine - INFO - Epoch(train) [16][1700/2503] lr: 4.7705e-01 eta: 1 day, 5:02:42 time: 0.1346 data_time: 0.0024 loss: 2.6763 03/09 01:58:17 - mmengine - INFO - Epoch(train) [16][1800/2503] lr: 4.7698e-01 eta: 1 day, 5:02:07 time: 0.1271 data_time: 0.0020 loss: 2.5842 03/09 01:58:30 - mmengine - INFO - Epoch(train) [16][1900/2503] lr: 4.7691e-01 eta: 1 day, 5:01:31 time: 0.1223 data_time: 0.0022 loss: 2.5446 03/09 01:58:44 - mmengine - INFO - Epoch(train) [16][2000/2503] lr: 4.7684e-01 eta: 1 day, 5:01:00 time: 0.1264 data_time: 0.0025 loss: 2.6178 03/09 01:58:58 - mmengine - INFO - Epoch(train) [16][2100/2503] lr: 4.7678e-01 eta: 1 day, 5:00:24 time: 0.1101 data_time: 0.0020 loss: 2.6869 03/09 01:59:12 - mmengine - INFO - Epoch(train) [16][2200/2503] lr: 4.7671e-01 eta: 1 day, 4:59:56 time: 0.1266 data_time: 0.0019 loss: 2.5607 03/09 01:59:25 - mmengine - INFO - Epoch(train) [16][2300/2503] lr: 4.7664e-01 eta: 1 day, 4:59:28 time: 0.1414 data_time: 0.0020 loss: 2.3974 03/09 01:59:39 - mmengine - INFO - Epoch(train) [16][2400/2503] lr: 4.7658e-01 eta: 1 day, 4:58:53 time: 0.1083 data_time: 0.0024 loss: 2.5943 03/09 01:59:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:59:53 - mmengine - INFO - Epoch(train) [16][2500/2503] lr: 4.7651e-01 eta: 1 day, 4:58:26 time: 0.1464 data_time: 0.0023 loss: 2.6169 03/09 01:59:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 01:59:53 - mmengine - INFO - Saving checkpoint at 16 epochs 03/09 02:00:19 - mmengine - INFO - Epoch(val) [16][98/98] accuracy/top1: 48.5100 accuracy/top5: 74.1160 03/09 02:00:35 - mmengine - INFO - Epoch(train) [17][ 100/2503] lr: 4.7644e-01 eta: 1 day, 4:58:34 time: 0.1655 data_time: 0.0020 loss: 2.5356 03/09 02:00:49 - mmengine - INFO - Epoch(train) [17][ 200/2503] lr: 4.7637e-01 eta: 1 day, 4:58:08 time: 0.1459 data_time: 0.0024 loss: 2.5133 03/09 02:01:03 - mmengine - INFO - Epoch(train) [17][ 300/2503] lr: 4.7631e-01 eta: 1 day, 4:57:36 time: 0.1805 data_time: 0.0022 loss: 2.5549 03/09 02:01:16 - mmengine - INFO - Epoch(train) [17][ 400/2503] lr: 4.7624e-01 eta: 1 day, 4:56:52 time: 0.1001 data_time: 0.0021 loss: 2.4372 03/09 02:01:30 - mmengine - INFO - Epoch(train) [17][ 500/2503] lr: 4.7617e-01 eta: 1 day, 4:56:22 time: 0.1225 data_time: 0.0020 loss: 2.7244 03/09 02:01:44 - mmengine - INFO - Epoch(train) [17][ 600/2503] lr: 4.7610e-01 eta: 1 day, 4:55:58 time: 0.1263 data_time: 0.0021 loss: 2.5068 03/09 02:01:57 - mmengine - INFO - Epoch(train) [17][ 700/2503] lr: 4.7604e-01 eta: 1 day, 4:55:20 time: 0.1314 data_time: 0.0024 loss: 2.4871 03/09 02:02:11 - mmengine - INFO - Epoch(train) [17][ 800/2503] lr: 4.7597e-01 eta: 1 day, 4:54:48 time: 0.1336 data_time: 0.0024 loss: 2.6651 03/09 02:02:25 - mmengine - INFO - Epoch(train) [17][ 900/2503] lr: 4.7590e-01 eta: 1 day, 4:54:23 time: 0.1419 data_time: 0.0022 loss: 2.6406 03/09 02:02:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:02:39 - mmengine - INFO - Epoch(train) [17][1000/2503] lr: 4.7584e-01 eta: 1 day, 4:53:45 time: 0.0954 data_time: 0.0022 loss: 2.4811 03/09 02:02:52 - mmengine - INFO - Epoch(train) [17][1100/2503] lr: 4.7577e-01 eta: 1 day, 4:53:17 time: 0.1271 data_time: 0.0024 loss: 2.5592 03/09 02:03:06 - mmengine - INFO - Epoch(train) [17][1200/2503] lr: 4.7570e-01 eta: 1 day, 4:52:46 time: 0.1562 data_time: 0.0022 loss: 2.5896 03/09 02:03:20 - mmengine - INFO - Epoch(train) [17][1300/2503] lr: 4.7564e-01 eta: 1 day, 4:52:25 time: 0.1587 data_time: 0.0020 loss: 2.5791 03/09 02:03:34 - mmengine - INFO - Epoch(train) [17][1400/2503] lr: 4.7557e-01 eta: 1 day, 4:51:50 time: 0.1288 data_time: 0.0020 loss: 2.5731 03/09 02:03:47 - mmengine - INFO - Epoch(train) [17][1500/2503] lr: 4.7550e-01 eta: 1 day, 4:51:12 time: 0.1402 data_time: 0.0021 loss: 2.4404 03/09 02:04:01 - mmengine - INFO - Epoch(train) [17][1600/2503] lr: 4.7543e-01 eta: 1 day, 4:50:39 time: 0.1262 data_time: 0.0020 loss: 2.7926 03/09 02:04:14 - mmengine - INFO - Epoch(train) [17][1700/2503] lr: 4.7537e-01 eta: 1 day, 4:50:06 time: 0.1370 data_time: 0.0025 loss: 2.6786 03/09 02:04:28 - mmengine - INFO - Epoch(train) [17][1800/2503] lr: 4.7530e-01 eta: 1 day, 4:49:31 time: 0.1371 data_time: 0.0021 loss: 2.5432 03/09 02:04:41 - mmengine - INFO - Epoch(train) [17][1900/2503] lr: 4.7523e-01 eta: 1 day, 4:48:55 time: 0.1493 data_time: 0.0021 loss: 2.4204 03/09 02:04:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:04:55 - mmengine - INFO - Epoch(train) [17][2000/2503] lr: 4.7517e-01 eta: 1 day, 4:48:20 time: 0.1210 data_time: 0.0024 loss: 2.6318 03/09 02:05:09 - mmengine - INFO - Epoch(train) [17][2100/2503] lr: 4.7510e-01 eta: 1 day, 4:47:54 time: 0.1664 data_time: 0.0021 loss: 2.5259 03/09 02:05:22 - mmengine - INFO - Epoch(train) [17][2200/2503] lr: 4.7503e-01 eta: 1 day, 4:47:22 time: 0.1281 data_time: 0.0023 loss: 2.3659 03/09 02:05:36 - mmengine - INFO - Epoch(train) [17][2300/2503] lr: 4.7497e-01 eta: 1 day, 4:46:54 time: 0.1446 data_time: 0.0353 loss: 2.5575 03/09 02:05:50 - mmengine - INFO - Epoch(train) [17][2400/2503] lr: 4.7490e-01 eta: 1 day, 4:46:27 time: 0.1774 data_time: 0.0022 loss: 2.6619 03/09 02:06:03 - mmengine - INFO - Epoch(train) [17][2500/2503] lr: 4.7483e-01 eta: 1 day, 4:45:45 time: 0.1076 data_time: 0.0033 loss: 2.4888 03/09 02:06:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:06:03 - mmengine - INFO - Saving checkpoint at 17 epochs 03/09 02:06:30 - mmengine - INFO - Epoch(val) [17][98/98] accuracy/top1: 49.3700 accuracy/top5: 74.4380 03/09 02:06:46 - mmengine - INFO - Epoch(train) [18][ 100/2503] lr: 4.7476e-01 eta: 1 day, 4:45:42 time: 0.1746 data_time: 0.0024 loss: 2.4788 03/09 02:07:00 - mmengine - INFO - Epoch(train) [18][ 200/2503] lr: 4.7469e-01 eta: 1 day, 4:45:18 time: 0.1677 data_time: 0.0022 loss: 2.4728 03/09 02:07:13 - mmengine - INFO - Epoch(train) [18][ 300/2503] lr: 4.7463e-01 eta: 1 day, 4:44:43 time: 0.1312 data_time: 0.0020 loss: 2.5544 03/09 02:07:27 - mmengine - INFO - Epoch(train) [18][ 400/2503] lr: 4.7456e-01 eta: 1 day, 4:44:10 time: 0.1395 data_time: 0.0022 loss: 2.4331 03/09 02:07:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:07:40 - mmengine - INFO - Epoch(train) [18][ 500/2503] lr: 4.7449e-01 eta: 1 day, 4:43:35 time: 0.1480 data_time: 0.0021 loss: 2.5752 03/09 02:07:54 - mmengine - INFO - Epoch(train) [18][ 600/2503] lr: 4.7443e-01 eta: 1 day, 4:43:00 time: 0.1376 data_time: 0.0024 loss: 2.6387 03/09 02:08:07 - mmengine - INFO - Epoch(train) [18][ 700/2503] lr: 4.7436e-01 eta: 1 day, 4:42:30 time: 0.1310 data_time: 0.0021 loss: 2.6338 03/09 02:08:22 - mmengine - INFO - Epoch(train) [18][ 800/2503] lr: 4.7429e-01 eta: 1 day, 4:42:08 time: 0.1141 data_time: 0.0021 loss: 2.5561 03/09 02:08:35 - mmengine - INFO - Epoch(train) [18][ 900/2503] lr: 4.7423e-01 eta: 1 day, 4:41:39 time: 0.1264 data_time: 0.0166 loss: 2.4644 03/09 02:08:49 - mmengine - INFO - Epoch(train) [18][1000/2503] lr: 4.7416e-01 eta: 1 day, 4:41:14 time: 0.1514 data_time: 0.0024 loss: 2.5807 03/09 02:09:03 - mmengine - INFO - Epoch(train) [18][1100/2503] lr: 4.7409e-01 eta: 1 day, 4:40:44 time: 0.1379 data_time: 0.0067 loss: 2.5861 03/09 02:09:17 - mmengine - INFO - Epoch(train) [18][1200/2503] lr: 4.7402e-01 eta: 1 day, 4:40:14 time: 0.1581 data_time: 0.0026 loss: 2.7625 03/09 02:09:30 - mmengine - INFO - Epoch(train) [18][1300/2503] lr: 4.7396e-01 eta: 1 day, 4:39:46 time: 0.1457 data_time: 0.0024 loss: 2.5537 03/09 02:09:44 - mmengine - INFO - Epoch(train) [18][1400/2503] lr: 4.7389e-01 eta: 1 day, 4:39:19 time: 0.1673 data_time: 0.0021 loss: 2.4969 03/09 02:09:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:09:57 - mmengine - INFO - Epoch(train) [18][1500/2503] lr: 4.7382e-01 eta: 1 day, 4:38:42 time: 0.1408 data_time: 0.0415 loss: 2.3840 03/09 02:10:11 - mmengine - INFO - Epoch(train) [18][1600/2503] lr: 4.7376e-01 eta: 1 day, 4:38:11 time: 0.1625 data_time: 0.0020 loss: 2.7013 03/09 02:10:25 - mmengine - INFO - Epoch(train) [18][1700/2503] lr: 4.7369e-01 eta: 1 day, 4:37:40 time: 0.1407 data_time: 0.0023 loss: 2.5670 03/09 02:10:38 - mmengine - INFO - Epoch(train) [18][1800/2503] lr: 4.7362e-01 eta: 1 day, 4:37:04 time: 0.1052 data_time: 0.0022 loss: 2.5894 03/09 02:10:52 - mmengine - INFO - Epoch(train) [18][1900/2503] lr: 4.7356e-01 eta: 1 day, 4:36:38 time: 0.1290 data_time: 0.0028 loss: 2.5177 03/09 02:11:06 - mmengine - INFO - Epoch(train) [18][2000/2503] lr: 4.7349e-01 eta: 1 day, 4:36:11 time: 0.1256 data_time: 0.0024 loss: 2.4281 03/09 02:11:19 - mmengine - INFO - Epoch(train) [18][2100/2503] lr: 4.7342e-01 eta: 1 day, 4:35:43 time: 0.1436 data_time: 0.0021 loss: 2.4851 03/09 02:11:33 - mmengine - INFO - Epoch(train) [18][2200/2503] lr: 4.7335e-01 eta: 1 day, 4:35:09 time: 0.1255 data_time: 0.0023 loss: 2.4806 03/09 02:11:46 - mmengine - INFO - Epoch(train) [18][2300/2503] lr: 4.7329e-01 eta: 1 day, 4:34:43 time: 0.1503 data_time: 0.0022 loss: 2.5376 03/09 02:12:00 - mmengine - INFO - Epoch(train) [18][2400/2503] lr: 4.7322e-01 eta: 1 day, 4:34:06 time: 0.1182 data_time: 0.0021 loss: 2.4272 03/09 02:12:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:12:14 - mmengine - INFO - Epoch(train) [18][2500/2503] lr: 4.7315e-01 eta: 1 day, 4:33:41 time: 0.1011 data_time: 0.0036 loss: 2.4231 03/09 02:12:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:12:14 - mmengine - INFO - Saving checkpoint at 18 epochs 03/09 02:12:40 - mmengine - INFO - Epoch(val) [18][98/98] accuracy/top1: 50.2020 accuracy/top5: 75.3420 03/09 02:12:55 - mmengine - INFO - Epoch(train) [19][ 100/2503] lr: 4.7308e-01 eta: 1 day, 4:33:31 time: 0.1085 data_time: 0.0022 loss: 2.3995 03/09 02:13:09 - mmengine - INFO - Epoch(train) [19][ 200/2503] lr: 4.7302e-01 eta: 1 day, 4:33:05 time: 0.1294 data_time: 0.0023 loss: 2.3584 03/09 02:13:23 - mmengine - INFO - Epoch(train) [19][ 300/2503] lr: 4.7295e-01 eta: 1 day, 4:32:34 time: 0.1339 data_time: 0.0022 loss: 2.5501 03/09 02:13:36 - mmengine - INFO - Epoch(train) [19][ 400/2503] lr: 4.7288e-01 eta: 1 day, 4:32:04 time: 0.1415 data_time: 0.0024 loss: 2.5672 03/09 02:13:50 - mmengine - INFO - Epoch(train) [19][ 500/2503] lr: 4.7282e-01 eta: 1 day, 4:31:41 time: 0.1305 data_time: 0.0020 loss: 2.5672 03/09 02:14:04 - mmengine - INFO - Epoch(train) [19][ 600/2503] lr: 4.7275e-01 eta: 1 day, 4:31:13 time: 0.1217 data_time: 0.0019 loss: 2.5372 03/09 02:14:18 - mmengine - INFO - Epoch(train) [19][ 700/2503] lr: 4.7268e-01 eta: 1 day, 4:30:48 time: 0.1171 data_time: 0.0022 loss: 2.6259 03/09 02:14:31 - mmengine - INFO - Epoch(train) [19][ 800/2503] lr: 4.7261e-01 eta: 1 day, 4:30:14 time: 0.1234 data_time: 0.0020 loss: 2.6342 03/09 02:14:45 - mmengine - INFO - Epoch(train) [19][ 900/2503] lr: 4.7255e-01 eta: 1 day, 4:29:45 time: 0.1301 data_time: 0.0266 loss: 2.4482 03/09 02:14:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:14:59 - mmengine - INFO - Epoch(train) [19][1000/2503] lr: 4.7248e-01 eta: 1 day, 4:29:28 time: 0.1723 data_time: 0.0021 loss: 2.5268 03/09 02:15:13 - mmengine - INFO - Epoch(train) [19][1100/2503] lr: 4.7241e-01 eta: 1 day, 4:28:57 time: 0.1191 data_time: 0.0021 loss: 2.5025 03/09 02:15:26 - mmengine - INFO - Epoch(train) [19][1200/2503] lr: 4.7235e-01 eta: 1 day, 4:28:23 time: 0.1291 data_time: 0.0023 loss: 2.5112 03/09 02:15:40 - mmengine - INFO - Epoch(train) [19][1300/2503] lr: 4.7228e-01 eta: 1 day, 4:27:54 time: 0.1481 data_time: 0.0021 loss: 2.4798 03/09 02:15:53 - mmengine - INFO - Epoch(train) [19][1400/2503] lr: 4.7221e-01 eta: 1 day, 4:27:19 time: 0.1445 data_time: 0.0022 loss: 2.4980 03/09 02:16:07 - mmengine - INFO - Epoch(train) [19][1500/2503] lr: 4.7215e-01 eta: 1 day, 4:26:53 time: 0.0930 data_time: 0.0026 loss: 2.6010 03/09 02:16:21 - mmengine - INFO - Epoch(train) [19][1600/2503] lr: 4.7208e-01 eta: 1 day, 4:26:32 time: 0.1419 data_time: 0.0020 loss: 2.4608 03/09 02:16:35 - mmengine - INFO - Epoch(train) [19][1700/2503] lr: 4.7201e-01 eta: 1 day, 4:26:05 time: 0.1516 data_time: 0.0024 loss: 2.4982 03/09 02:16:48 - mmengine - INFO - Epoch(train) [19][1800/2503] lr: 4.7194e-01 eta: 1 day, 4:25:35 time: 0.1355 data_time: 0.0022 loss: 2.4419 03/09 02:17:02 - mmengine - INFO - Epoch(train) [19][1900/2503] lr: 4.7188e-01 eta: 1 day, 4:25:04 time: 0.1215 data_time: 0.0023 loss: 2.6020 03/09 02:17:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:17:15 - mmengine - INFO - Epoch(train) [19][2000/2503] lr: 4.7181e-01 eta: 1 day, 4:24:31 time: 0.0994 data_time: 0.0051 loss: 2.3802 03/09 02:17:29 - mmengine - INFO - Epoch(train) [19][2100/2503] lr: 4.7174e-01 eta: 1 day, 4:24:04 time: 0.0979 data_time: 0.0020 loss: 2.5821 03/09 02:17:42 - mmengine - INFO - Epoch(train) [19][2200/2503] lr: 4.7168e-01 eta: 1 day, 4:23:38 time: 0.1298 data_time: 0.0022 loss: 2.5349 03/09 02:17:56 - mmengine - INFO - Epoch(train) [19][2300/2503] lr: 4.7161e-01 eta: 1 day, 4:23:09 time: 0.1327 data_time: 0.0022 loss: 2.4240 03/09 02:18:09 - mmengine - INFO - Epoch(train) [19][2400/2503] lr: 4.7154e-01 eta: 1 day, 4:22:38 time: 0.1186 data_time: 0.0021 loss: 2.5940 03/09 02:18:23 - mmengine - INFO - Epoch(train) [19][2500/2503] lr: 4.7148e-01 eta: 1 day, 4:22:07 time: 0.1234 data_time: 0.0039 loss: 2.5979 03/09 02:18:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:18:23 - mmengine - INFO - Saving checkpoint at 19 epochs 03/09 02:18:49 - mmengine - INFO - Epoch(val) [19][98/98] accuracy/top1: 48.6660 accuracy/top5: 74.2400 03/09 02:19:04 - mmengine - INFO - Epoch(train) [20][ 100/2503] lr: 4.7141e-01 eta: 1 day, 4:21:55 time: 0.1468 data_time: 0.0019 loss: 2.5209 03/09 02:19:18 - mmengine - INFO - Epoch(train) [20][ 200/2503] lr: 4.7134e-01 eta: 1 day, 4:21:34 time: 0.1363 data_time: 0.0020 loss: 2.5397 03/09 02:19:32 - mmengine - INFO - Epoch(train) [20][ 300/2503] lr: 4.7127e-01 eta: 1 day, 4:21:04 time: 0.1519 data_time: 0.0021 loss: 2.5676 03/09 02:19:45 - mmengine - INFO - Epoch(train) [20][ 400/2503] lr: 4.7121e-01 eta: 1 day, 4:20:32 time: 0.1290 data_time: 0.0023 loss: 2.6534 03/09 02:19:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:19:59 - mmengine - INFO - Epoch(train) [20][ 500/2503] lr: 4.7114e-01 eta: 1 day, 4:20:08 time: 0.1383 data_time: 0.0148 loss: 2.3339 03/09 02:20:13 - mmengine - INFO - Epoch(train) [20][ 600/2503] lr: 4.7107e-01 eta: 1 day, 4:19:46 time: 0.1153 data_time: 0.0022 loss: 2.3689 03/09 02:20:26 - mmengine - INFO - Epoch(train) [20][ 700/2503] lr: 4.7100e-01 eta: 1 day, 4:19:18 time: 0.1352 data_time: 0.0090 loss: 2.4982 03/09 02:20:41 - mmengine - INFO - Epoch(train) [20][ 800/2503] lr: 4.7094e-01 eta: 1 day, 4:18:56 time: 0.1589 data_time: 0.0021 loss: 2.4768 03/09 02:20:54 - mmengine - INFO - Epoch(train) [20][ 900/2503] lr: 4.7087e-01 eta: 1 day, 4:18:25 time: 0.1523 data_time: 0.0020 loss: 2.5985 03/09 02:21:08 - mmengine - INFO - Epoch(train) [20][1000/2503] lr: 4.7080e-01 eta: 1 day, 4:18:02 time: 0.1550 data_time: 0.0021 loss: 2.4984 03/09 02:21:21 - mmengine - INFO - Epoch(train) [20][1100/2503] lr: 4.7074e-01 eta: 1 day, 4:17:29 time: 0.1043 data_time: 0.0026 loss: 2.4333 03/09 02:21:35 - mmengine - INFO - Epoch(train) [20][1200/2503] lr: 4.7067e-01 eta: 1 day, 4:17:02 time: 0.1472 data_time: 0.0024 loss: 2.5866 03/09 02:21:48 - mmengine - INFO - Epoch(train) [20][1300/2503] lr: 4.7060e-01 eta: 1 day, 4:16:31 time: 0.1270 data_time: 0.0020 loss: 2.4280 03/09 02:22:02 - mmengine - INFO - Epoch(train) [20][1400/2503] lr: 4.7053e-01 eta: 1 day, 4:16:07 time: 0.1551 data_time: 0.0022 loss: 2.5536 03/09 02:22:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:22:15 - mmengine - INFO - Epoch(train) [20][1500/2503] lr: 4.7047e-01 eta: 1 day, 4:15:36 time: 0.1191 data_time: 0.0246 loss: 2.5860 03/09 02:22:30 - mmengine - INFO - Epoch(train) [20][1600/2503] lr: 4.7040e-01 eta: 1 day, 4:15:18 time: 0.1367 data_time: 0.0022 loss: 2.5101 03/09 02:22:43 - mmengine - INFO - Epoch(train) [20][1700/2503] lr: 4.7033e-01 eta: 1 day, 4:14:52 time: 0.1504 data_time: 0.0024 loss: 2.5458 03/09 02:22:57 - mmengine - INFO - Epoch(train) [20][1800/2503] lr: 4.7027e-01 eta: 1 day, 4:14:23 time: 0.1465 data_time: 0.0223 loss: 2.4601 03/09 02:23:10 - mmengine - INFO - Epoch(train) [20][1900/2503] lr: 4.7020e-01 eta: 1 day, 4:13:56 time: 0.1332 data_time: 0.0020 loss: 2.4282 03/09 02:23:24 - mmengine - INFO - Epoch(train) [20][2000/2503] lr: 4.7013e-01 eta: 1 day, 4:13:24 time: 0.1300 data_time: 0.0021 loss: 2.4428 03/09 02:23:38 - mmengine - INFO - Epoch(train) [20][2100/2503] lr: 4.7007e-01 eta: 1 day, 4:13:01 time: 0.1496 data_time: 0.0022 loss: 2.4118 03/09 02:23:51 - mmengine - INFO - Epoch(train) [20][2200/2503] lr: 4.7000e-01 eta: 1 day, 4:12:32 time: 0.1153 data_time: 0.0023 loss: 2.4916 03/09 02:24:05 - mmengine - INFO - Epoch(train) [20][2300/2503] lr: 4.6993e-01 eta: 1 day, 4:12:10 time: 0.1402 data_time: 0.0020 loss: 2.3771 03/09 02:24:18 - mmengine - INFO - Epoch(train) [20][2400/2503] lr: 4.6986e-01 eta: 1 day, 4:11:38 time: 0.1127 data_time: 0.0032 loss: 2.5615 03/09 02:24:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:24:32 - mmengine - INFO - Epoch(train) [20][2500/2503] lr: 4.6980e-01 eta: 1 day, 4:11:15 time: 0.1206 data_time: 0.0025 loss: 2.6070 03/09 02:24:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:24:33 - mmengine - INFO - Saving checkpoint at 20 epochs 03/09 02:24:59 - mmengine - INFO - Epoch(val) [20][98/98] accuracy/top1: 49.2780 accuracy/top5: 74.5920 03/09 02:25:14 - mmengine - INFO - Epoch(train) [21][ 100/2503] lr: 4.6973e-01 eta: 1 day, 4:11:06 time: 0.1370 data_time: 0.0354 loss: 2.5089 03/09 02:25:28 - mmengine - INFO - Epoch(train) [21][ 200/2503] lr: 4.6966e-01 eta: 1 day, 4:10:48 time: 0.1309 data_time: 0.0023 loss: 2.4668 03/09 02:25:42 - mmengine - INFO - Epoch(train) [21][ 300/2503] lr: 4.6959e-01 eta: 1 day, 4:10:22 time: 0.1608 data_time: 0.0022 loss: 2.4665 03/09 02:25:56 - mmengine - INFO - Epoch(train) [21][ 400/2503] lr: 4.6953e-01 eta: 1 day, 4:10:03 time: 0.1407 data_time: 0.0021 loss: 2.6115 03/09 02:26:10 - mmengine - INFO - Epoch(train) [21][ 500/2503] lr: 4.6946e-01 eta: 1 day, 4:09:36 time: 0.1837 data_time: 0.0019 loss: 2.4337 03/09 02:26:23 - mmengine - INFO - Epoch(train) [21][ 600/2503] lr: 4.6939e-01 eta: 1 day, 4:09:04 time: 0.1405 data_time: 0.0022 loss: 2.5842 03/09 02:26:37 - mmengine - INFO - Epoch(train) [21][ 700/2503] lr: 4.6933e-01 eta: 1 day, 4:08:39 time: 0.1505 data_time: 0.0021 loss: 2.6345 03/09 02:26:51 - mmengine - INFO - Epoch(train) [21][ 800/2503] lr: 4.6926e-01 eta: 1 day, 4:08:13 time: 0.1250 data_time: 0.0019 loss: 2.6088 03/09 02:27:04 - mmengine - INFO - Epoch(train) [21][ 900/2503] lr: 4.6919e-01 eta: 1 day, 4:07:49 time: 0.1272 data_time: 0.0021 loss: 2.4777 03/09 02:27:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:27:18 - mmengine - INFO - Epoch(train) [21][1000/2503] lr: 4.6913e-01 eta: 1 day, 4:07:24 time: 0.1326 data_time: 0.0021 loss: 2.5142 03/09 02:27:32 - mmengine - INFO - Epoch(train) [21][1100/2503] lr: 4.6906e-01 eta: 1 day, 4:06:58 time: 0.1344 data_time: 0.0021 loss: 2.4233 03/09 02:27:45 - mmengine - INFO - Epoch(train) [21][1200/2503] lr: 4.6899e-01 eta: 1 day, 4:06:34 time: 0.1427 data_time: 0.0023 loss: 2.6529 03/09 02:27:59 - mmengine - INFO - Epoch(train) [21][1300/2503] lr: 4.6892e-01 eta: 1 day, 4:06:12 time: 0.1339 data_time: 0.0025 loss: 2.5575 03/09 02:28:13 - mmengine - INFO - Epoch(train) [21][1400/2503] lr: 4.6886e-01 eta: 1 day, 4:05:49 time: 0.1799 data_time: 0.0022 loss: 2.4511 03/09 02:28:27 - mmengine - INFO - Epoch(train) [21][1500/2503] lr: 4.6879e-01 eta: 1 day, 4:05:26 time: 0.1287 data_time: 0.0020 loss: 2.5295 03/09 02:28:41 - mmengine - INFO - Epoch(train) [21][1600/2503] lr: 4.6872e-01 eta: 1 day, 4:05:00 time: 0.1452 data_time: 0.0021 loss: 2.5249 03/09 02:28:54 - mmengine - INFO - Epoch(train) [21][1700/2503] lr: 4.6866e-01 eta: 1 day, 4:04:32 time: 0.1425 data_time: 0.0022 loss: 2.4088 03/09 02:29:08 - mmengine - INFO - Epoch(train) [21][1800/2503] lr: 4.6859e-01 eta: 1 day, 4:04:09 time: 0.1496 data_time: 0.0021 loss: 2.3576 03/09 02:29:21 - mmengine - INFO - Epoch(train) [21][1900/2503] lr: 4.6852e-01 eta: 1 day, 4:03:37 time: 0.1393 data_time: 0.0022 loss: 2.4762 03/09 02:29:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:29:35 - mmengine - INFO - Epoch(train) [21][2000/2503] lr: 4.6845e-01 eta: 1 day, 4:03:17 time: 0.1470 data_time: 0.0021 loss: 2.6297 03/09 02:29:49 - mmengine - INFO - Epoch(train) [21][2100/2503] lr: 4.6839e-01 eta: 1 day, 4:02:50 time: 0.1552 data_time: 0.0022 loss: 2.7163 03/09 02:30:02 - mmengine - INFO - Epoch(train) [21][2200/2503] lr: 4.6832e-01 eta: 1 day, 4:02:19 time: 0.1275 data_time: 0.0026 loss: 2.6193 03/09 02:30:16 - mmengine - INFO - Epoch(train) [21][2300/2503] lr: 4.6825e-01 eta: 1 day, 4:02:02 time: 0.0932 data_time: 0.0022 loss: 2.6269 03/09 02:30:30 - mmengine - INFO - Epoch(train) [21][2400/2503] lr: 4.6819e-01 eta: 1 day, 4:01:38 time: 0.0967 data_time: 0.0022 loss: 2.4650 03/09 02:30:43 - mmengine - INFO - Epoch(train) [21][2500/2503] lr: 4.6812e-01 eta: 1 day, 4:01:09 time: 0.1093 data_time: 0.0024 loss: 2.4311 03/09 02:30:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:30:44 - mmengine - INFO - Saving checkpoint at 21 epochs 03/09 02:31:10 - mmengine - INFO - Epoch(val) [21][98/98] accuracy/top1: 49.8900 accuracy/top5: 75.1820 03/09 02:31:26 - mmengine - INFO - Epoch(train) [22][ 100/2503] lr: 4.6805e-01 eta: 1 day, 4:01:03 time: 0.1778 data_time: 0.0022 loss: 2.4267 03/09 02:31:39 - mmengine - INFO - Epoch(train) [22][ 200/2503] lr: 4.6798e-01 eta: 1 day, 4:00:34 time: 0.1494 data_time: 0.0024 loss: 2.5668 03/09 02:31:53 - mmengine - INFO - Epoch(train) [22][ 300/2503] lr: 4.6792e-01 eta: 1 day, 4:00:11 time: 0.1286 data_time: 0.0023 loss: 2.4618 03/09 02:32:08 - mmengine - INFO - Epoch(train) [22][ 400/2503] lr: 4.6785e-01 eta: 1 day, 3:59:57 time: 0.1922 data_time: 0.0023 loss: 2.3659 03/09 02:32:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:32:21 - mmengine - INFO - Epoch(train) [22][ 500/2503] lr: 4.6778e-01 eta: 1 day, 3:59:34 time: 0.1591 data_time: 0.0025 loss: 2.4199 03/09 02:32:35 - mmengine - INFO - Epoch(train) [22][ 600/2503] lr: 4.6772e-01 eta: 1 day, 3:59:14 time: 0.1558 data_time: 0.0026 loss: 2.6119 03/09 02:32:49 - mmengine - INFO - Epoch(train) [22][ 700/2503] lr: 4.6765e-01 eta: 1 day, 3:58:46 time: 0.1157 data_time: 0.0024 loss: 2.4073 03/09 02:33:03 - mmengine - INFO - Epoch(train) [22][ 800/2503] lr: 4.6758e-01 eta: 1 day, 3:58:28 time: 0.1087 data_time: 0.0022 loss: 2.4881 03/09 02:33:17 - mmengine - INFO - Epoch(train) [22][ 900/2503] lr: 4.6751e-01 eta: 1 day, 3:58:05 time: 0.1395 data_time: 0.0021 loss: 2.4638 03/09 02:33:30 - mmengine - INFO - Epoch(train) [22][1000/2503] lr: 4.6745e-01 eta: 1 day, 3:57:39 time: 0.1385 data_time: 0.0024 loss: 2.3894 03/09 02:33:45 - mmengine - INFO - Epoch(train) [22][1100/2503] lr: 4.6738e-01 eta: 1 day, 3:57:21 time: 0.1476 data_time: 0.0020 loss: 2.6560 03/09 02:33:58 - mmengine - INFO - Epoch(train) [22][1200/2503] lr: 4.6731e-01 eta: 1 day, 3:56:57 time: 0.1349 data_time: 0.0024 loss: 2.6607 03/09 02:34:12 - mmengine - INFO - Epoch(train) [22][1300/2503] lr: 4.6725e-01 eta: 1 day, 3:56:29 time: 0.1268 data_time: 0.0022 loss: 2.3260 03/09 02:34:25 - mmengine - INFO - Epoch(train) [22][1400/2503] lr: 4.6718e-01 eta: 1 day, 3:56:04 time: 0.1150 data_time: 0.0185 loss: 2.3681 03/09 02:34:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:34:39 - mmengine - INFO - Epoch(train) [22][1500/2503] lr: 4.6711e-01 eta: 1 day, 3:55:43 time: 0.1310 data_time: 0.0021 loss: 2.5053 03/09 02:34:53 - mmengine - INFO - Epoch(train) [22][1600/2503] lr: 4.6705e-01 eta: 1 day, 3:55:17 time: 0.1230 data_time: 0.0079 loss: 2.6928 03/09 02:35:07 - mmengine - INFO - Epoch(train) [22][1700/2503] lr: 4.6698e-01 eta: 1 day, 3:54:59 time: 0.1351 data_time: 0.0022 loss: 2.5367 03/09 02:35:20 - mmengine - INFO - Epoch(train) [22][1800/2503] lr: 4.6691e-01 eta: 1 day, 3:54:31 time: 0.1473 data_time: 0.0024 loss: 2.5192 03/09 02:35:34 - mmengine - INFO - Epoch(train) [22][1900/2503] lr: 4.6684e-01 eta: 1 day, 3:54:08 time: 0.1200 data_time: 0.0023 loss: 2.4178 03/09 02:35:48 - mmengine - INFO - Epoch(train) [22][2000/2503] lr: 4.6678e-01 eta: 1 day, 3:53:45 time: 0.1429 data_time: 0.0021 loss: 2.3647 03/09 02:36:01 - mmengine - INFO - Epoch(train) [22][2100/2503] lr: 4.6671e-01 eta: 1 day, 3:53:17 time: 0.1073 data_time: 0.0022 loss: 2.7140 03/09 02:36:16 - mmengine - INFO - Epoch(train) [22][2200/2503] lr: 4.6664e-01 eta: 1 day, 3:53:01 time: 0.1316 data_time: 0.0021 loss: 2.4219 03/09 02:36:29 - mmengine - INFO - Epoch(train) [22][2300/2503] lr: 4.6658e-01 eta: 1 day, 3:52:36 time: 0.1096 data_time: 0.0023 loss: 2.3968 03/09 02:36:43 - mmengine - INFO - Epoch(train) [22][2400/2503] lr: 4.6651e-01 eta: 1 day, 3:52:14 time: 0.1520 data_time: 0.0021 loss: 2.5814 03/09 02:36:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:36:57 - mmengine - INFO - Epoch(train) [22][2500/2503] lr: 4.6644e-01 eta: 1 day, 3:51:47 time: 0.1566 data_time: 0.0038 loss: 2.6657 03/09 02:36:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:36:57 - mmengine - INFO - Saving checkpoint at 22 epochs 03/09 02:37:23 - mmengine - INFO - Epoch(val) [22][98/98] accuracy/top1: 49.2080 accuracy/top5: 74.5680 03/09 02:37:38 - mmengine - INFO - Epoch(train) [23][ 100/2503] lr: 4.6637e-01 eta: 1 day, 3:51:34 time: 0.1462 data_time: 0.0021 loss: 2.4344 03/09 02:37:52 - mmengine - INFO - Epoch(train) [23][ 200/2503] lr: 4.6631e-01 eta: 1 day, 3:51:12 time: 0.1257 data_time: 0.0023 loss: 2.4854 03/09 02:38:06 - mmengine - INFO - Epoch(train) [23][ 300/2503] lr: 4.6624e-01 eta: 1 day, 3:50:52 time: 0.1051 data_time: 0.0022 loss: 2.4530 03/09 02:38:20 - mmengine - INFO - Epoch(train) [23][ 400/2503] lr: 4.6617e-01 eta: 1 day, 3:50:31 time: 0.1252 data_time: 0.0023 loss: 2.5071 03/09 02:38:33 - mmengine - INFO - Epoch(train) [23][ 500/2503] lr: 4.6610e-01 eta: 1 day, 3:50:04 time: 0.1391 data_time: 0.0024 loss: 2.6483 03/09 02:38:47 - mmengine - INFO - Epoch(train) [23][ 600/2503] lr: 4.6604e-01 eta: 1 day, 3:49:41 time: 0.0960 data_time: 0.0022 loss: 2.5370 03/09 02:39:01 - mmengine - INFO - Epoch(train) [23][ 700/2503] lr: 4.6597e-01 eta: 1 day, 3:49:17 time: 0.1489 data_time: 0.0021 loss: 2.5048 03/09 02:39:14 - mmengine - INFO - Epoch(train) [23][ 800/2503] lr: 4.6590e-01 eta: 1 day, 3:48:55 time: 0.0999 data_time: 0.0022 loss: 2.4979 03/09 02:39:28 - mmengine - INFO - Epoch(train) [23][ 900/2503] lr: 4.6584e-01 eta: 1 day, 3:48:32 time: 0.1157 data_time: 0.0021 loss: 2.6398 03/09 02:39:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:39:42 - mmengine - INFO - Epoch(train) [23][1000/2503] lr: 4.6577e-01 eta: 1 day, 3:48:09 time: 0.1494 data_time: 0.0026 loss: 2.4232 03/09 02:39:55 - mmengine - INFO - Epoch(train) [23][1100/2503] lr: 4.6570e-01 eta: 1 day, 3:47:43 time: 0.1391 data_time: 0.0021 loss: 2.5102 03/09 02:40:09 - mmengine - INFO - Epoch(train) [23][1200/2503] lr: 4.6564e-01 eta: 1 day, 3:47:17 time: 0.1187 data_time: 0.0023 loss: 2.5928 03/09 02:40:22 - mmengine - INFO - Epoch(train) [23][1300/2503] lr: 4.6557e-01 eta: 1 day, 3:46:50 time: 0.1405 data_time: 0.0022 loss: 2.4733 03/09 02:40:36 - mmengine - INFO - Epoch(train) [23][1400/2503] lr: 4.6550e-01 eta: 1 day, 3:46:32 time: 0.1562 data_time: 0.0023 loss: 2.3893 03/09 02:40:50 - mmengine - INFO - Epoch(train) [23][1500/2503] lr: 4.6543e-01 eta: 1 day, 3:46:05 time: 0.1395 data_time: 0.0023 loss: 2.2782 03/09 02:41:04 - mmengine - INFO - Epoch(train) [23][1600/2503] lr: 4.6537e-01 eta: 1 day, 3:45:44 time: 0.1420 data_time: 0.0023 loss: 2.4360 03/09 02:41:18 - mmengine - INFO - Epoch(train) [23][1700/2503] lr: 4.6530e-01 eta: 1 day, 3:45:26 time: 0.1862 data_time: 0.0022 loss: 2.5082 03/09 02:41:31 - mmengine - INFO - Epoch(train) [23][1800/2503] lr: 4.6523e-01 eta: 1 day, 3:45:02 time: 0.1322 data_time: 0.0025 loss: 2.5546 03/09 02:41:45 - mmengine - INFO - Epoch(train) [23][1900/2503] lr: 4.6517e-01 eta: 1 day, 3:44:34 time: 0.1327 data_time: 0.0024 loss: 2.7583 03/09 02:41:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:41:58 - mmengine - INFO - Epoch(train) [23][2000/2503] lr: 4.6510e-01 eta: 1 day, 3:44:10 time: 0.1529 data_time: 0.0020 loss: 2.4422 03/09 02:42:12 - mmengine - INFO - Epoch(train) [23][2100/2503] lr: 4.6503e-01 eta: 1 day, 3:43:52 time: 0.1345 data_time: 0.0021 loss: 2.4162 03/09 02:42:26 - mmengine - INFO - Epoch(train) [23][2200/2503] lr: 4.6497e-01 eta: 1 day, 3:43:29 time: 0.1377 data_time: 0.0021 loss: 2.3588 03/09 02:42:40 - mmengine - INFO - Epoch(train) [23][2300/2503] lr: 4.6490e-01 eta: 1 day, 3:43:11 time: 0.1928 data_time: 0.0021 loss: 2.4845 03/09 02:42:54 - mmengine - INFO - Epoch(train) [23][2400/2503] lr: 4.6483e-01 eta: 1 day, 3:42:47 time: 0.1371 data_time: 0.0021 loss: 2.5550 03/09 02:43:07 - mmengine - INFO - Epoch(train) [23][2500/2503] lr: 4.6476e-01 eta: 1 day, 3:42:24 time: 0.1338 data_time: 0.0034 loss: 2.4405 03/09 02:43:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:43:08 - mmengine - INFO - Saving checkpoint at 23 epochs 03/09 02:43:35 - mmengine - INFO - Epoch(val) [23][98/98] accuracy/top1: 49.8880 accuracy/top5: 75.3540 03/09 02:43:49 - mmengine - INFO - Epoch(train) [24][ 100/2503] lr: 4.6469e-01 eta: 1 day, 3:42:10 time: 0.1274 data_time: 0.0020 loss: 2.4465 03/09 02:44:03 - mmengine - INFO - Epoch(train) [24][ 200/2503] lr: 4.6463e-01 eta: 1 day, 3:41:50 time: 0.1403 data_time: 0.0021 loss: 2.3886 03/09 02:44:17 - mmengine - INFO - Epoch(train) [24][ 300/2503] lr: 4.6456e-01 eta: 1 day, 3:41:30 time: 0.1244 data_time: 0.0021 loss: 2.5431 03/09 02:44:31 - mmengine - INFO - Epoch(train) [24][ 400/2503] lr: 4.6449e-01 eta: 1 day, 3:41:06 time: 0.1288 data_time: 0.0022 loss: 2.4961 03/09 02:44:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:44:44 - mmengine - INFO - Epoch(train) [24][ 500/2503] lr: 4.6443e-01 eta: 1 day, 3:40:44 time: 0.1517 data_time: 0.0020 loss: 2.3697 03/09 02:44:58 - mmengine - INFO - Epoch(train) [24][ 600/2503] lr: 4.6436e-01 eta: 1 day, 3:40:21 time: 0.1639 data_time: 0.0021 loss: 2.4399 03/09 02:45:12 - mmengine - INFO - Epoch(train) [24][ 700/2503] lr: 4.6429e-01 eta: 1 day, 3:39:59 time: 0.1375 data_time: 0.0022 loss: 2.4699 03/09 02:45:25 - mmengine - INFO - Epoch(train) [24][ 800/2503] lr: 4.6423e-01 eta: 1 day, 3:39:34 time: 0.1229 data_time: 0.0020 loss: 2.5053 03/09 02:45:39 - mmengine - INFO - Epoch(train) [24][ 900/2503] lr: 4.6416e-01 eta: 1 day, 3:39:12 time: 0.1147 data_time: 0.0021 loss: 2.4010 03/09 02:45:53 - mmengine - INFO - Epoch(train) [24][1000/2503] lr: 4.6409e-01 eta: 1 day, 3:38:47 time: 0.1289 data_time: 0.0022 loss: 2.5173 03/09 02:46:06 - mmengine - INFO - Epoch(train) [24][1100/2503] lr: 4.6402e-01 eta: 1 day, 3:38:22 time: 0.1441 data_time: 0.0022 loss: 2.4199 03/09 02:46:19 - mmengine - INFO - Epoch(train) [24][1200/2503] lr: 4.6396e-01 eta: 1 day, 3:37:55 time: 0.1305 data_time: 0.0262 loss: 2.3991 03/09 02:46:33 - mmengine - INFO - Epoch(train) [24][1300/2503] lr: 4.6389e-01 eta: 1 day, 3:37:31 time: 0.1266 data_time: 0.0021 loss: 2.4351 03/09 02:46:47 - mmengine - INFO - Epoch(train) [24][1400/2503] lr: 4.6382e-01 eta: 1 day, 3:37:12 time: 0.1668 data_time: 0.0022 loss: 2.2339 03/09 02:46:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:47:01 - mmengine - INFO - Epoch(train) [24][1500/2503] lr: 4.6376e-01 eta: 1 day, 3:36:48 time: 0.1565 data_time: 0.0022 loss: 2.3531 03/09 02:47:14 - mmengine - INFO - Epoch(train) [24][1600/2503] lr: 4.6369e-01 eta: 1 day, 3:36:27 time: 0.1570 data_time: 0.0022 loss: 2.4085 03/09 02:47:28 - mmengine - INFO - Epoch(train) [24][1700/2503] lr: 4.6362e-01 eta: 1 day, 3:36:03 time: 0.1273 data_time: 0.0021 loss: 2.5487 03/09 02:47:42 - mmengine - INFO - Epoch(train) [24][1800/2503] lr: 4.6356e-01 eta: 1 day, 3:35:45 time: 0.1809 data_time: 0.0022 loss: 2.4753 03/09 02:47:56 - mmengine - INFO - Epoch(train) [24][1900/2503] lr: 4.6349e-01 eta: 1 day, 3:35:21 time: 0.1303 data_time: 0.0021 loss: 2.5692 03/09 02:48:09 - mmengine - INFO - Epoch(train) [24][2000/2503] lr: 4.6342e-01 eta: 1 day, 3:34:58 time: 0.1654 data_time: 0.0021 loss: 2.5853 03/09 02:48:23 - mmengine - INFO - Epoch(train) [24][2100/2503] lr: 4.6335e-01 eta: 1 day, 3:34:34 time: 0.1398 data_time: 0.0021 loss: 2.4855 03/09 02:48:37 - mmengine - INFO - Epoch(train) [24][2200/2503] lr: 4.6329e-01 eta: 1 day, 3:34:12 time: 0.1489 data_time: 0.0022 loss: 2.4367 03/09 02:48:50 - mmengine - INFO - Epoch(train) [24][2300/2503] lr: 4.6322e-01 eta: 1 day, 3:33:49 time: 0.1178 data_time: 0.0020 loss: 2.6137 03/09 02:49:04 - mmengine - INFO - Epoch(train) [24][2400/2503] lr: 4.6315e-01 eta: 1 day, 3:33:26 time: 0.1553 data_time: 0.0023 loss: 2.5539 03/09 02:49:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:49:17 - mmengine - INFO - Epoch(train) [24][2500/2503] lr: 4.6309e-01 eta: 1 day, 3:33:01 time: 0.1290 data_time: 0.0024 loss: 2.3953 03/09 02:49:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:49:18 - mmengine - INFO - Saving checkpoint at 24 epochs 03/09 02:49:44 - mmengine - INFO - Epoch(val) [24][98/98] accuracy/top1: 48.7560 accuracy/top5: 74.3240 03/09 02:50:00 - mmengine - INFO - Epoch(train) [25][ 100/2503] lr: 4.6302e-01 eta: 1 day, 3:32:53 time: 0.1512 data_time: 0.0022 loss: 2.3143 03/09 02:50:13 - mmengine - INFO - Epoch(train) [25][ 200/2503] lr: 4.6295e-01 eta: 1 day, 3:32:32 time: 0.1058 data_time: 0.0023 loss: 2.4166 03/09 02:50:27 - mmengine - INFO - Epoch(train) [25][ 300/2503] lr: 4.6288e-01 eta: 1 day, 3:32:12 time: 0.1082 data_time: 0.0022 loss: 2.6337 03/09 02:50:41 - mmengine - INFO - Epoch(train) [25][ 400/2503] lr: 4.6282e-01 eta: 1 day, 3:31:49 time: 0.1155 data_time: 0.0022 loss: 2.5835 03/09 02:50:54 - mmengine - INFO - Epoch(train) [25][ 500/2503] lr: 4.6275e-01 eta: 1 day, 3:31:26 time: 0.1413 data_time: 0.0024 loss: 2.4925 03/09 02:51:08 - mmengine - INFO - Epoch(train) [25][ 600/2503] lr: 4.6268e-01 eta: 1 day, 3:31:03 time: 0.1362 data_time: 0.0022 loss: 2.4792 03/09 02:51:21 - mmengine - INFO - Epoch(train) [25][ 700/2503] lr: 4.6261e-01 eta: 1 day, 3:30:34 time: 0.1354 data_time: 0.0022 loss: 2.5301 03/09 02:51:35 - mmengine - INFO - Epoch(train) [25][ 800/2503] lr: 4.6255e-01 eta: 1 day, 3:30:14 time: 0.1454 data_time: 0.0125 loss: 2.5915 03/09 02:51:49 - mmengine - INFO - Epoch(train) [25][ 900/2503] lr: 4.6248e-01 eta: 1 day, 3:29:50 time: 0.1261 data_time: 0.0022 loss: 2.4438 03/09 02:51:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:52:03 - mmengine - INFO - Epoch(train) [25][1000/2503] lr: 4.6241e-01 eta: 1 day, 3:29:31 time: 0.1578 data_time: 0.0021 loss: 2.5428 03/09 02:52:16 - mmengine - INFO - Epoch(train) [25][1100/2503] lr: 4.6235e-01 eta: 1 day, 3:29:01 time: 0.1145 data_time: 0.0020 loss: 2.3733 03/09 02:52:30 - mmengine - INFO - Epoch(train) [25][1200/2503] lr: 4.6228e-01 eta: 1 day, 3:28:43 time: 0.1741 data_time: 0.0027 loss: 2.3589 03/09 02:52:43 - mmengine - INFO - Epoch(train) [25][1300/2503] lr: 4.6221e-01 eta: 1 day, 3:28:15 time: 0.1379 data_time: 0.0022 loss: 2.5162 03/09 02:52:57 - mmengine - INFO - Epoch(train) [25][1400/2503] lr: 4.6215e-01 eta: 1 day, 3:27:56 time: 0.1494 data_time: 0.0019 loss: 2.5587 03/09 02:53:11 - mmengine - INFO - Epoch(train) [25][1500/2503] lr: 4.6208e-01 eta: 1 day, 3:27:39 time: 0.1602 data_time: 0.0020 loss: 2.7585 03/09 02:53:24 - mmengine - INFO - Epoch(train) [25][1600/2503] lr: 4.6201e-01 eta: 1 day, 3:27:14 time: 0.1368 data_time: 0.0023 loss: 2.3529 03/09 02:53:38 - mmengine - INFO - Epoch(train) [25][1700/2503] lr: 4.6194e-01 eta: 1 day, 3:26:54 time: 0.1308 data_time: 0.0021 loss: 2.4894 03/09 02:53:52 - mmengine - INFO - Epoch(train) [25][1800/2503] lr: 4.6188e-01 eta: 1 day, 3:26:32 time: 0.0917 data_time: 0.0022 loss: 2.6871 03/09 02:54:05 - mmengine - INFO - Epoch(train) [25][1900/2503] lr: 4.6181e-01 eta: 1 day, 3:26:11 time: 0.1499 data_time: 0.0137 loss: 2.4870 03/09 02:54:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:54:19 - mmengine - INFO - Epoch(train) [25][2000/2503] lr: 4.6174e-01 eta: 1 day, 3:25:49 time: 0.1360 data_time: 0.0023 loss: 2.5016 03/09 02:54:33 - mmengine - INFO - Epoch(train) [25][2100/2503] lr: 4.6168e-01 eta: 1 day, 3:25:29 time: 0.1480 data_time: 0.0021 loss: 2.5385 03/09 02:54:47 - mmengine - INFO - Epoch(train) [25][2200/2503] lr: 4.6161e-01 eta: 1 day, 3:25:07 time: 0.1032 data_time: 0.0124 loss: 2.4593 03/09 02:55:00 - mmengine - INFO - Epoch(train) [25][2300/2503] lr: 4.6154e-01 eta: 1 day, 3:24:47 time: 0.1256 data_time: 0.0022 loss: 2.4464 03/09 02:55:14 - mmengine - INFO - Epoch(train) [25][2400/2503] lr: 4.6148e-01 eta: 1 day, 3:24:23 time: 0.1221 data_time: 0.0022 loss: 2.4551 03/09 02:55:27 - mmengine - INFO - Epoch(train) [25][2500/2503] lr: 4.6141e-01 eta: 1 day, 3:23:55 time: 0.1105 data_time: 0.0034 loss: 2.4097 03/09 02:55:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:55:28 - mmengine - INFO - Saving checkpoint at 25 epochs 03/09 02:55:53 - mmengine - INFO - Epoch(val) [25][98/98] accuracy/top1: 49.0000 accuracy/top5: 74.4100 03/09 02:56:08 - mmengine - INFO - Epoch(train) [26][ 100/2503] lr: 4.6134e-01 eta: 1 day, 3:23:47 time: 0.1430 data_time: 0.0022 loss: 2.3631 03/09 02:56:22 - mmengine - INFO - Epoch(train) [26][ 200/2503] lr: 4.6127e-01 eta: 1 day, 3:23:24 time: 0.1295 data_time: 0.0023 loss: 2.5699 03/09 02:56:36 - mmengine - INFO - Epoch(train) [26][ 300/2503] lr: 4.6121e-01 eta: 1 day, 3:23:07 time: 0.1527 data_time: 0.0020 loss: 2.4485 03/09 02:56:49 - mmengine - INFO - Epoch(train) [26][ 400/2503] lr: 4.6114e-01 eta: 1 day, 3:22:45 time: 0.1567 data_time: 0.0021 loss: 2.2962 03/09 02:56:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:57:03 - mmengine - INFO - Epoch(train) [26][ 500/2503] lr: 4.6107e-01 eta: 1 day, 3:22:24 time: 0.1136 data_time: 0.0021 loss: 2.3533 03/09 02:57:17 - mmengine - INFO - Epoch(train) [26][ 600/2503] lr: 4.6100e-01 eta: 1 day, 3:22:02 time: 0.1046 data_time: 0.0024 loss: 2.4712 03/09 02:57:31 - mmengine - INFO - Epoch(train) [26][ 700/2503] lr: 4.6094e-01 eta: 1 day, 3:21:46 time: 0.1465 data_time: 0.0020 loss: 2.4899 03/09 02:57:44 - mmengine - INFO - Epoch(train) [26][ 800/2503] lr: 4.6087e-01 eta: 1 day, 3:21:22 time: 0.1247 data_time: 0.0022 loss: 2.5467 03/09 02:57:58 - mmengine - INFO - Epoch(train) [26][ 900/2503] lr: 4.6080e-01 eta: 1 day, 3:21:04 time: 0.1922 data_time: 0.0021 loss: 2.6234 03/09 02:58:12 - mmengine - INFO - Epoch(train) [26][1000/2503] lr: 4.6074e-01 eta: 1 day, 3:20:38 time: 0.1458 data_time: 0.0023 loss: 2.4825 03/09 02:58:25 - mmengine - INFO - Epoch(train) [26][1100/2503] lr: 4.6067e-01 eta: 1 day, 3:20:18 time: 0.1494 data_time: 0.0021 loss: 2.4472 03/09 02:58:39 - mmengine - INFO - Epoch(train) [26][1200/2503] lr: 4.6060e-01 eta: 1 day, 3:19:58 time: 0.1529 data_time: 0.0024 loss: 2.2766 03/09 02:58:52 - mmengine - INFO - Epoch(train) [26][1300/2503] lr: 4.6053e-01 eta: 1 day, 3:19:31 time: 0.1275 data_time: 0.0022 loss: 2.4548 03/09 02:59:06 - mmengine - INFO - Epoch(train) [26][1400/2503] lr: 4.6047e-01 eta: 1 day, 3:19:09 time: 0.1363 data_time: 0.0021 loss: 2.5357 03/09 02:59:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 02:59:20 - mmengine - INFO - Epoch(train) [26][1500/2503] lr: 4.6040e-01 eta: 1 day, 3:18:48 time: 0.1239 data_time: 0.0023 loss: 2.4717 03/09 02:59:33 - mmengine - INFO - Epoch(train) [26][1600/2503] lr: 4.6033e-01 eta: 1 day, 3:18:26 time: 0.1026 data_time: 0.0022 loss: 2.4541 03/09 02:59:47 - mmengine - INFO - Epoch(train) [26][1700/2503] lr: 4.6027e-01 eta: 1 day, 3:18:08 time: 0.1310 data_time: 0.0434 loss: 2.3183 03/09 03:00:01 - mmengine - INFO - Epoch(train) [26][1800/2503] lr: 4.6020e-01 eta: 1 day, 3:17:48 time: 0.1478 data_time: 0.0022 loss: 2.4210 03/09 03:00:15 - mmengine - INFO - Epoch(train) [26][1900/2503] lr: 4.6013e-01 eta: 1 day, 3:17:26 time: 0.1467 data_time: 0.0020 loss: 2.3945 03/09 03:00:28 - mmengine - INFO - Epoch(train) [26][2000/2503] lr: 4.6007e-01 eta: 1 day, 3:17:04 time: 0.1309 data_time: 0.0025 loss: 2.5938 03/09 03:00:42 - mmengine - INFO - Epoch(train) [26][2100/2503] lr: 4.6000e-01 eta: 1 day, 3:16:45 time: 0.1204 data_time: 0.0024 loss: 2.6326 03/09 03:00:56 - mmengine - INFO - Epoch(train) [26][2200/2503] lr: 4.5993e-01 eta: 1 day, 3:16:25 time: 0.1545 data_time: 0.0022 loss: 2.4823 03/09 03:01:10 - mmengine - INFO - Epoch(train) [26][2300/2503] lr: 4.5986e-01 eta: 1 day, 3:16:01 time: 0.1169 data_time: 0.0024 loss: 2.4841 03/09 03:01:23 - mmengine - INFO - Epoch(train) [26][2400/2503] lr: 4.5980e-01 eta: 1 day, 3:15:40 time: 0.1321 data_time: 0.0023 loss: 2.4814 03/09 03:01:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:01:37 - mmengine - INFO - Epoch(train) [26][2500/2503] lr: 4.5973e-01 eta: 1 day, 3:15:16 time: 0.1109 data_time: 0.0043 loss: 2.3336 03/09 03:01:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:01:37 - mmengine - INFO - Saving checkpoint at 26 epochs 03/09 03:02:02 - mmengine - INFO - Epoch(val) [26][98/98] accuracy/top1: 49.6920 accuracy/top5: 74.9640 03/09 03:02:18 - mmengine - INFO - Epoch(train) [27][ 100/2503] lr: 4.5966e-01 eta: 1 day, 3:15:09 time: 0.1330 data_time: 0.0025 loss: 2.5664 03/09 03:02:31 - mmengine - INFO - Epoch(train) [27][ 200/2503] lr: 4.5959e-01 eta: 1 day, 3:14:48 time: 0.1429 data_time: 0.0026 loss: 2.4095 03/09 03:02:45 - mmengine - INFO - Epoch(train) [27][ 300/2503] lr: 4.5953e-01 eta: 1 day, 3:14:25 time: 0.1608 data_time: 0.0023 loss: 2.4158 03/09 03:02:59 - mmengine - INFO - Epoch(train) [27][ 400/2503] lr: 4.5946e-01 eta: 1 day, 3:14:07 time: 0.1456 data_time: 0.0025 loss: 2.2987 03/09 03:03:13 - mmengine - INFO - Epoch(train) [27][ 500/2503] lr: 4.5939e-01 eta: 1 day, 3:13:49 time: 0.1566 data_time: 0.0023 loss: 2.3503 03/09 03:03:27 - mmengine - INFO - Epoch(train) [27][ 600/2503] lr: 4.5933e-01 eta: 1 day, 3:13:30 time: 0.1541 data_time: 0.0026 loss: 2.4028 03/09 03:03:40 - mmengine - INFO - Epoch(train) [27][ 700/2503] lr: 4.5926e-01 eta: 1 day, 3:13:07 time: 0.1265 data_time: 0.0023 loss: 2.4585 03/09 03:03:53 - mmengine - INFO - Epoch(train) [27][ 800/2503] lr: 4.5919e-01 eta: 1 day, 3:12:43 time: 0.1130 data_time: 0.0023 loss: 2.4432 03/09 03:04:07 - mmengine - INFO - Epoch(train) [27][ 900/2503] lr: 4.5913e-01 eta: 1 day, 3:12:25 time: 0.1090 data_time: 0.0021 loss: 2.3649 03/09 03:04:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:04:21 - mmengine - INFO - Epoch(train) [27][1000/2503] lr: 4.5906e-01 eta: 1 day, 3:12:04 time: 0.1085 data_time: 0.0024 loss: 2.3903 03/09 03:04:35 - mmengine - INFO - Epoch(train) [27][1100/2503] lr: 4.5899e-01 eta: 1 day, 3:11:43 time: 0.1400 data_time: 0.0022 loss: 2.4109 03/09 03:04:49 - mmengine - INFO - Epoch(train) [27][1200/2503] lr: 4.5892e-01 eta: 1 day, 3:11:28 time: 0.1093 data_time: 0.0025 loss: 2.4888 03/09 03:05:02 - mmengine - INFO - Epoch(train) [27][1300/2503] lr: 4.5886e-01 eta: 1 day, 3:11:03 time: 0.1156 data_time: 0.0023 loss: 2.5372 03/09 03:05:16 - mmengine - INFO - Epoch(train) [27][1400/2503] lr: 4.5879e-01 eta: 1 day, 3:10:46 time: 0.1816 data_time: 0.0535 loss: 2.4072 03/09 03:05:30 - mmengine - INFO - Epoch(train) [27][1500/2503] lr: 4.5872e-01 eta: 1 day, 3:10:24 time: 0.1857 data_time: 0.0024 loss: 2.3928 03/09 03:05:44 - mmengine - INFO - Epoch(train) [27][1600/2503] lr: 4.5866e-01 eta: 1 day, 3:10:04 time: 0.1189 data_time: 0.0022 loss: 2.5098 03/09 03:05:57 - mmengine - INFO - Epoch(train) [27][1700/2503] lr: 4.5859e-01 eta: 1 day, 3:09:42 time: 0.1371 data_time: 0.0022 loss: 2.3398 03/09 03:06:11 - mmengine - INFO - Epoch(train) [27][1800/2503] lr: 4.5852e-01 eta: 1 day, 3:09:20 time: 0.1320 data_time: 0.0023 loss: 2.5416 03/09 03:06:25 - mmengine - INFO - Epoch(train) [27][1900/2503] lr: 4.5845e-01 eta: 1 day, 3:09:00 time: 0.1441 data_time: 0.0022 loss: 2.4830 03/09 03:06:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:06:39 - mmengine - INFO - Epoch(train) [27][2000/2503] lr: 4.5839e-01 eta: 1 day, 3:08:43 time: 0.1404 data_time: 0.0022 loss: 2.5520 03/09 03:06:52 - mmengine - INFO - Epoch(train) [27][2100/2503] lr: 4.5832e-01 eta: 1 day, 3:08:21 time: 0.1470 data_time: 0.0021 loss: 2.3359 03/09 03:07:06 - mmengine - INFO - Epoch(train) [27][2200/2503] lr: 4.5825e-01 eta: 1 day, 3:08:01 time: 0.1290 data_time: 0.0023 loss: 2.4040 03/09 03:07:20 - mmengine - INFO - Epoch(train) [27][2300/2503] lr: 4.5819e-01 eta: 1 day, 3:07:39 time: 0.1245 data_time: 0.0030 loss: 2.2630 03/09 03:07:34 - mmengine - INFO - Epoch(train) [27][2400/2503] lr: 4.5812e-01 eta: 1 day, 3:07:22 time: 0.1236 data_time: 0.0028 loss: 2.3968 03/09 03:07:47 - mmengine - INFO - Epoch(train) [27][2500/2503] lr: 4.5805e-01 eta: 1 day, 3:07:00 time: 0.1571 data_time: 0.0035 loss: 2.5223 03/09 03:07:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:07:48 - mmengine - INFO - Saving checkpoint at 27 epochs 03/09 03:08:13 - mmengine - INFO - Epoch(val) [27][98/98] accuracy/top1: 48.9500 accuracy/top5: 74.4160 03/09 03:08:28 - mmengine - INFO - Epoch(train) [28][ 100/2503] lr: 4.5798e-01 eta: 1 day, 3:06:54 time: 0.1242 data_time: 0.0024 loss: 2.5139 03/09 03:08:42 - mmengine - INFO - Epoch(train) [28][ 200/2503] lr: 4.5792e-01 eta: 1 day, 3:06:32 time: 0.1441 data_time: 0.0024 loss: 2.5121 03/09 03:08:56 - mmengine - INFO - Epoch(train) [28][ 300/2503] lr: 4.5785e-01 eta: 1 day, 3:06:11 time: 0.1248 data_time: 0.0023 loss: 2.4640 03/09 03:09:09 - mmengine - INFO - Epoch(train) [28][ 400/2503] lr: 4.5778e-01 eta: 1 day, 3:05:48 time: 0.1285 data_time: 0.0025 loss: 2.5314 03/09 03:09:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:09:23 - mmengine - INFO - Epoch(train) [28][ 500/2503] lr: 4.5772e-01 eta: 1 day, 3:05:27 time: 0.1309 data_time: 0.0023 loss: 2.3120 03/09 03:09:36 - mmengine - INFO - Epoch(train) [28][ 600/2503] lr: 4.5765e-01 eta: 1 day, 3:05:05 time: 0.0958 data_time: 0.0025 loss: 2.4886 03/09 03:09:50 - mmengine - INFO - Epoch(train) [28][ 700/2503] lr: 4.5758e-01 eta: 1 day, 3:04:42 time: 0.1026 data_time: 0.0028 loss: 2.4951 03/09 03:10:04 - mmengine - INFO - Epoch(train) [28][ 800/2503] lr: 4.5751e-01 eta: 1 day, 3:04:24 time: 0.1471 data_time: 0.0054 loss: 2.5307 03/09 03:10:17 - mmengine - INFO - Epoch(train) [28][ 900/2503] lr: 4.5745e-01 eta: 1 day, 3:04:03 time: 0.1216 data_time: 0.0024 loss: 2.3506 03/09 03:10:31 - mmengine - INFO - Epoch(train) [28][1000/2503] lr: 4.5738e-01 eta: 1 day, 3:03:41 time: 0.1089 data_time: 0.0030 loss: 2.4423 03/09 03:10:45 - mmengine - INFO - Epoch(train) [28][1100/2503] lr: 4.5731e-01 eta: 1 day, 3:03:24 time: 0.1393 data_time: 0.0024 loss: 2.5461 03/09 03:10:58 - mmengine - INFO - Epoch(train) [28][1200/2503] lr: 4.5725e-01 eta: 1 day, 3:03:04 time: 0.1549 data_time: 0.0028 loss: 2.5332 03/09 03:11:12 - mmengine - INFO - Epoch(train) [28][1300/2503] lr: 4.5718e-01 eta: 1 day, 3:02:47 time: 0.1472 data_time: 0.0026 loss: 2.6293 03/09 03:11:26 - mmengine - INFO - Epoch(train) [28][1400/2503] lr: 4.5711e-01 eta: 1 day, 3:02:27 time: 0.1402 data_time: 0.0022 loss: 2.4493 03/09 03:11:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:11:40 - mmengine - INFO - Epoch(train) [28][1500/2503] lr: 4.5705e-01 eta: 1 day, 3:02:08 time: 0.1546 data_time: 0.0023 loss: 2.5169 03/09 03:11:53 - mmengine - INFO - Epoch(train) [28][1600/2503] lr: 4.5698e-01 eta: 1 day, 3:01:44 time: 0.1495 data_time: 0.0150 loss: 2.3555 03/09 03:12:07 - mmengine - INFO - Epoch(train) [28][1700/2503] lr: 4.5691e-01 eta: 1 day, 3:01:20 time: 0.0998 data_time: 0.0024 loss: 2.5391 03/09 03:12:21 - mmengine - INFO - Epoch(train) [28][1800/2503] lr: 4.5684e-01 eta: 1 day, 3:01:03 time: 0.1732 data_time: 0.0212 loss: 2.6107 03/09 03:12:34 - mmengine - INFO - Epoch(train) [28][1900/2503] lr: 4.5678e-01 eta: 1 day, 3:00:43 time: 0.1521 data_time: 0.0024 loss: 2.4227 03/09 03:12:48 - mmengine - INFO - Epoch(train) [28][2000/2503] lr: 4.5671e-01 eta: 1 day, 3:00:22 time: 0.1284 data_time: 0.0023 loss: 2.4474 03/09 03:13:02 - mmengine - INFO - Epoch(train) [28][2100/2503] lr: 4.5664e-01 eta: 1 day, 3:00:03 time: 0.1166 data_time: 0.0024 loss: 2.5763 03/09 03:13:16 - mmengine - INFO - Epoch(train) [28][2200/2503] lr: 4.5658e-01 eta: 1 day, 2:59:45 time: 0.1557 data_time: 0.0024 loss: 2.4801 03/09 03:13:30 - mmengine - INFO - Epoch(train) [28][2300/2503] lr: 4.5651e-01 eta: 1 day, 2:59:31 time: 0.1687 data_time: 0.0023 loss: 2.6403 03/09 03:13:44 - mmengine - INFO - Epoch(train) [28][2400/2503] lr: 4.5644e-01 eta: 1 day, 2:59:10 time: 0.1689 data_time: 0.0022 loss: 2.5091 03/09 03:13:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:13:57 - mmengine - INFO - Epoch(train) [28][2500/2503] lr: 4.5637e-01 eta: 1 day, 2:58:47 time: 0.1186 data_time: 0.0037 loss: 2.4288 03/09 03:13:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:13:58 - mmengine - INFO - Saving checkpoint at 28 epochs 03/09 03:14:26 - mmengine - INFO - Epoch(val) [28][98/98] accuracy/top1: 48.4120 accuracy/top5: 73.6680 03/09 03:14:41 - mmengine - INFO - Epoch(train) [29][ 100/2503] lr: 4.5631e-01 eta: 1 day, 2:58:38 time: 0.1112 data_time: 0.0026 loss: 2.4217 03/09 03:14:55 - mmengine - INFO - Epoch(train) [29][ 200/2503] lr: 4.5624e-01 eta: 1 day, 2:58:19 time: 0.1251 data_time: 0.0026 loss: 2.4033 03/09 03:15:09 - mmengine - INFO - Epoch(train) [29][ 300/2503] lr: 4.5617e-01 eta: 1 day, 2:58:02 time: 0.1543 data_time: 0.0025 loss: 2.4000 03/09 03:15:22 - mmengine - INFO - Epoch(train) [29][ 400/2503] lr: 4.5610e-01 eta: 1 day, 2:57:40 time: 0.1346 data_time: 0.0022 loss: 2.4657 03/09 03:15:36 - mmengine - INFO - Epoch(train) [29][ 500/2503] lr: 4.5604e-01 eta: 1 day, 2:57:23 time: 0.1225 data_time: 0.0023 loss: 2.4269 03/09 03:15:50 - mmengine - INFO - Epoch(train) [29][ 600/2503] lr: 4.5597e-01 eta: 1 day, 2:57:02 time: 0.1277 data_time: 0.0022 loss: 2.4814 03/09 03:16:04 - mmengine - INFO - Epoch(train) [29][ 700/2503] lr: 4.5590e-01 eta: 1 day, 2:56:43 time: 0.1338 data_time: 0.0022 loss: 2.3986 03/09 03:16:17 - mmengine - INFO - Epoch(train) [29][ 800/2503] lr: 4.5584e-01 eta: 1 day, 2:56:20 time: 0.1301 data_time: 0.0028 loss: 2.5043 03/09 03:16:31 - mmengine - INFO - Epoch(train) [29][ 900/2503] lr: 4.5577e-01 eta: 1 day, 2:56:02 time: 0.1646 data_time: 0.0024 loss: 2.3684 03/09 03:16:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:16:44 - mmengine - INFO - Epoch(train) [29][1000/2503] lr: 4.5570e-01 eta: 1 day, 2:55:37 time: 0.0931 data_time: 0.0021 loss: 2.4307 03/09 03:16:58 - mmengine - INFO - Epoch(train) [29][1100/2503] lr: 4.5564e-01 eta: 1 day, 2:55:19 time: 0.1102 data_time: 0.0022 loss: 2.3791 03/09 03:17:12 - mmengine - INFO - Epoch(train) [29][1200/2503] lr: 4.5557e-01 eta: 1 day, 2:55:03 time: 0.1666 data_time: 0.0022 loss: 2.5065 03/09 03:17:26 - mmengine - INFO - Epoch(train) [29][1300/2503] lr: 4.5550e-01 eta: 1 day, 2:54:45 time: 0.1288 data_time: 0.0022 loss: 2.4490 03/09 03:17:40 - mmengine - INFO - Epoch(train) [29][1400/2503] lr: 4.5543e-01 eta: 1 day, 2:54:25 time: 0.1640 data_time: 0.0021 loss: 2.5336 03/09 03:17:53 - mmengine - INFO - Epoch(train) [29][1500/2503] lr: 4.5537e-01 eta: 1 day, 2:54:06 time: 0.1345 data_time: 0.0023 loss: 2.5395 03/09 03:18:07 - mmengine - INFO - Epoch(train) [29][1600/2503] lr: 4.5530e-01 eta: 1 day, 2:53:45 time: 0.1416 data_time: 0.0023 loss: 2.5426 03/09 03:18:21 - mmengine - INFO - Epoch(train) [29][1700/2503] lr: 4.5523e-01 eta: 1 day, 2:53:24 time: 0.1107 data_time: 0.0022 loss: 2.3801 03/09 03:18:34 - mmengine - INFO - Epoch(train) [29][1800/2503] lr: 4.5517e-01 eta: 1 day, 2:53:03 time: 0.0982 data_time: 0.0024 loss: 2.3983 03/09 03:18:48 - mmengine - INFO - Epoch(train) [29][1900/2503] lr: 4.5510e-01 eta: 1 day, 2:52:43 time: 0.1291 data_time: 0.0024 loss: 2.4529 03/09 03:18:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:19:02 - mmengine - INFO - Epoch(train) [29][2000/2503] lr: 4.5503e-01 eta: 1 day, 2:52:24 time: 0.1644 data_time: 0.0023 loss: 2.4721 03/09 03:19:15 - mmengine - INFO - Epoch(train) [29][2100/2503] lr: 4.5497e-01 eta: 1 day, 2:52:07 time: 0.1571 data_time: 0.0022 loss: 2.4361 03/09 03:19:29 - mmengine - INFO - Epoch(train) [29][2200/2503] lr: 4.5490e-01 eta: 1 day, 2:51:44 time: 0.1465 data_time: 0.0021 loss: 2.4662 03/09 03:19:42 - mmengine - INFO - Epoch(train) [29][2300/2503] lr: 4.5483e-01 eta: 1 day, 2:51:20 time: 0.0991 data_time: 0.0021 loss: 2.3890 03/09 03:19:56 - mmengine - INFO - Epoch(train) [29][2400/2503] lr: 4.5476e-01 eta: 1 day, 2:51:02 time: 0.1740 data_time: 0.0022 loss: 2.5560 03/09 03:20:09 - mmengine - INFO - Epoch(train) [29][2500/2503] lr: 4.5470e-01 eta: 1 day, 2:50:37 time: 0.1143 data_time: 0.0039 loss: 2.5065 03/09 03:20:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:20:10 - mmengine - INFO - Saving checkpoint at 29 epochs 03/09 03:20:36 - mmengine - INFO - Epoch(val) [29][98/98] accuracy/top1: 49.1920 accuracy/top5: 74.6220 03/09 03:20:51 - mmengine - INFO - Epoch(train) [30][ 100/2503] lr: 4.5463e-01 eta: 1 day, 2:50:31 time: 0.1522 data_time: 0.0137 loss: 2.4259 03/09 03:21:05 - mmengine - INFO - Epoch(train) [30][ 200/2503] lr: 4.5456e-01 eta: 1 day, 2:50:10 time: 0.1369 data_time: 0.0022 loss: 2.3985 03/09 03:21:18 - mmengine - INFO - Epoch(train) [30][ 300/2503] lr: 4.5449e-01 eta: 1 day, 2:49:50 time: 0.1341 data_time: 0.0024 loss: 2.4123 03/09 03:21:32 - mmengine - INFO - Epoch(train) [30][ 400/2503] lr: 4.5443e-01 eta: 1 day, 2:49:29 time: 0.1229 data_time: 0.0021 loss: 2.2842 03/09 03:21:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:21:45 - mmengine - INFO - Epoch(train) [30][ 500/2503] lr: 4.5436e-01 eta: 1 day, 2:49:07 time: 0.1355 data_time: 0.0257 loss: 2.4174 03/09 03:21:59 - mmengine - INFO - Epoch(train) [30][ 600/2503] lr: 4.5429e-01 eta: 1 day, 2:48:47 time: 0.1366 data_time: 0.0022 loss: 2.4905 03/09 03:22:13 - mmengine - INFO - Epoch(train) [30][ 700/2503] lr: 4.5423e-01 eta: 1 day, 2:48:28 time: 0.1096 data_time: 0.0023 loss: 2.3901 03/09 03:22:27 - mmengine - INFO - Epoch(train) [30][ 800/2503] lr: 4.5416e-01 eta: 1 day, 2:48:10 time: 0.1276 data_time: 0.0024 loss: 2.4230 03/09 03:22:40 - mmengine - INFO - Epoch(train) [30][ 900/2503] lr: 4.5409e-01 eta: 1 day, 2:47:53 time: 0.1278 data_time: 0.0021 loss: 2.3447 03/09 03:22:54 - mmengine - INFO - Epoch(train) [30][1000/2503] lr: 4.5402e-01 eta: 1 day, 2:47:30 time: 0.1242 data_time: 0.0022 loss: 2.3979 03/09 03:23:08 - mmengine - INFO - Epoch(train) [30][1100/2503] lr: 4.5396e-01 eta: 1 day, 2:47:10 time: 0.1306 data_time: 0.0024 loss: 2.3226 03/09 03:23:21 - mmengine - INFO - Epoch(train) [30][1200/2503] lr: 4.5389e-01 eta: 1 day, 2:46:53 time: 0.1314 data_time: 0.0021 loss: 2.5724 03/09 03:23:35 - mmengine - INFO - Epoch(train) [30][1300/2503] lr: 4.5382e-01 eta: 1 day, 2:46:33 time: 0.1344 data_time: 0.0025 loss: 2.5055 03/09 03:23:49 - mmengine - INFO - Epoch(train) [30][1400/2503] lr: 4.5376e-01 eta: 1 day, 2:46:13 time: 0.1175 data_time: 0.0024 loss: 2.4926 03/09 03:23:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:24:03 - mmengine - INFO - Epoch(train) [30][1500/2503] lr: 4.5369e-01 eta: 1 day, 2:45:55 time: 0.1354 data_time: 0.0024 loss: 2.5651 03/09 03:24:16 - mmengine - INFO - Epoch(train) [30][1600/2503] lr: 4.5362e-01 eta: 1 day, 2:45:36 time: 0.1483 data_time: 0.0023 loss: 2.4617 03/09 03:24:30 - mmengine - INFO - Epoch(train) [30][1700/2503] lr: 4.5356e-01 eta: 1 day, 2:45:17 time: 0.1645 data_time: 0.0022 loss: 2.4453 03/09 03:24:44 - mmengine - INFO - Epoch(train) [30][1800/2503] lr: 4.5349e-01 eta: 1 day, 2:44:57 time: 0.1482 data_time: 0.0023 loss: 2.5827 03/09 03:24:57 - mmengine - INFO - Epoch(train) [30][1900/2503] lr: 4.5342e-01 eta: 1 day, 2:44:38 time: 0.1700 data_time: 0.0022 loss: 2.4201 03/09 03:25:11 - mmengine - INFO - Epoch(train) [30][2000/2503] lr: 4.5335e-01 eta: 1 day, 2:44:17 time: 0.1538 data_time: 0.0026 loss: 2.4735 03/09 03:25:25 - mmengine - INFO - Epoch(train) [30][2100/2503] lr: 4.5329e-01 eta: 1 day, 2:43:59 time: 0.1628 data_time: 0.0023 loss: 2.4893 03/09 03:25:38 - mmengine - INFO - Epoch(train) [30][2200/2503] lr: 4.5322e-01 eta: 1 day, 2:43:36 time: 0.1150 data_time: 0.0024 loss: 2.4905 03/09 03:25:52 - mmengine - INFO - Epoch(train) [30][2300/2503] lr: 4.5315e-01 eta: 1 day, 2:43:17 time: 0.1197 data_time: 0.0022 loss: 2.5782 03/09 03:26:06 - mmengine - INFO - Epoch(train) [30][2400/2503] lr: 4.5309e-01 eta: 1 day, 2:43:04 time: 0.1966 data_time: 0.0022 loss: 2.5625 03/09 03:26:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:26:19 - mmengine - INFO - Epoch(train) [30][2500/2503] lr: 4.5302e-01 eta: 1 day, 2:42:38 time: 0.1135 data_time: 0.0024 loss: 2.4185 03/09 03:26:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:26:20 - mmengine - INFO - Saving checkpoint at 30 epochs 03/09 03:26:45 - mmengine - INFO - Epoch(val) [30][98/98] accuracy/top1: 49.2120 accuracy/top5: 74.7200 03/09 03:27:01 - mmengine - INFO - Epoch(train) [31][ 100/2503] lr: 4.5295e-01 eta: 1 day, 2:42:33 time: 0.1493 data_time: 0.0025 loss: 2.3905 03/09 03:27:14 - mmengine - INFO - Epoch(train) [31][ 200/2503] lr: 4.5288e-01 eta: 1 day, 2:42:11 time: 0.1188 data_time: 0.0027 loss: 2.4378 03/09 03:27:28 - mmengine - INFO - Epoch(train) [31][ 300/2503] lr: 4.5282e-01 eta: 1 day, 2:41:53 time: 0.1482 data_time: 0.0024 loss: 2.2803 03/09 03:27:41 - mmengine - INFO - Epoch(train) [31][ 400/2503] lr: 4.5275e-01 eta: 1 day, 2:41:32 time: 0.1606 data_time: 0.0023 loss: 2.3572 03/09 03:27:55 - mmengine - INFO - Epoch(train) [31][ 500/2503] lr: 4.5268e-01 eta: 1 day, 2:41:11 time: 0.1327 data_time: 0.0035 loss: 2.3840 03/09 03:28:09 - mmengine - INFO - Epoch(train) [31][ 600/2503] lr: 4.5261e-01 eta: 1 day, 2:40:50 time: 0.1090 data_time: 0.0023 loss: 2.3935 03/09 03:28:22 - mmengine - INFO - Epoch(train) [31][ 700/2503] lr: 4.5255e-01 eta: 1 day, 2:40:32 time: 0.1257 data_time: 0.0022 loss: 2.4337 03/09 03:28:36 - mmengine - INFO - Epoch(train) [31][ 800/2503] lr: 4.5248e-01 eta: 1 day, 2:40:15 time: 0.1445 data_time: 0.0023 loss: 2.4313 03/09 03:28:50 - mmengine - INFO - Epoch(train) [31][ 900/2503] lr: 4.5241e-01 eta: 1 day, 2:39:55 time: 0.0923 data_time: 0.0022 loss: 2.5149 03/09 03:28:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:29:04 - mmengine - INFO - Epoch(train) [31][1000/2503] lr: 4.5235e-01 eta: 1 day, 2:39:40 time: 0.1804 data_time: 0.0025 loss: 2.5176 03/09 03:29:18 - mmengine - INFO - Epoch(train) [31][1100/2503] lr: 4.5228e-01 eta: 1 day, 2:39:21 time: 0.1309 data_time: 0.0020 loss: 2.5485 03/09 03:29:31 - mmengine - INFO - Epoch(train) [31][1200/2503] lr: 4.5221e-01 eta: 1 day, 2:39:00 time: 0.1333 data_time: 0.0024 loss: 2.4260 03/09 03:29:45 - mmengine - INFO - Epoch(train) [31][1300/2503] lr: 4.5215e-01 eta: 1 day, 2:38:43 time: 0.1324 data_time: 0.0022 loss: 2.5266 03/09 03:29:59 - mmengine - INFO - Epoch(train) [31][1400/2503] lr: 4.5208e-01 eta: 1 day, 2:38:23 time: 0.1248 data_time: 0.0022 loss: 2.4172 03/09 03:30:12 - mmengine - INFO - Epoch(train) [31][1500/2503] lr: 4.5201e-01 eta: 1 day, 2:38:03 time: 0.1385 data_time: 0.0025 loss: 2.4202 03/09 03:30:26 - mmengine - INFO - Epoch(train) [31][1600/2503] lr: 4.5194e-01 eta: 1 day, 2:37:44 time: 0.1217 data_time: 0.0025 loss: 2.4961 03/09 03:30:40 - mmengine - INFO - Epoch(train) [31][1700/2503] lr: 4.5188e-01 eta: 1 day, 2:37:25 time: 0.1473 data_time: 0.0023 loss: 2.4957 03/09 03:30:53 - mmengine - INFO - Epoch(train) [31][1800/2503] lr: 4.5181e-01 eta: 1 day, 2:37:06 time: 0.1480 data_time: 0.0023 loss: 2.5819 03/09 03:31:07 - mmengine - INFO - Epoch(train) [31][1900/2503] lr: 4.5174e-01 eta: 1 day, 2:36:46 time: 0.1255 data_time: 0.0024 loss: 2.5182 03/09 03:31:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:31:21 - mmengine - INFO - Epoch(train) [31][2000/2503] lr: 4.5168e-01 eta: 1 day, 2:36:29 time: 0.1072 data_time: 0.0023 loss: 2.4557 03/09 03:31:35 - mmengine - INFO - Epoch(train) [31][2100/2503] lr: 4.5161e-01 eta: 1 day, 2:36:14 time: 0.1108 data_time: 0.0024 loss: 2.3477 03/09 03:31:49 - mmengine - INFO - Epoch(train) [31][2200/2503] lr: 4.5154e-01 eta: 1 day, 2:35:53 time: 0.0935 data_time: 0.0023 loss: 2.3071 03/09 03:32:02 - mmengine - INFO - Epoch(train) [31][2300/2503] lr: 4.5148e-01 eta: 1 day, 2:35:35 time: 0.1097 data_time: 0.0024 loss: 2.3635 03/09 03:32:16 - mmengine - INFO - Epoch(train) [31][2400/2503] lr: 4.5141e-01 eta: 1 day, 2:35:15 time: 0.1434 data_time: 0.0025 loss: 2.5287 03/09 03:32:29 - mmengine - INFO - Epoch(train) [31][2500/2503] lr: 4.5134e-01 eta: 1 day, 2:34:52 time: 0.1200 data_time: 0.0025 loss: 2.4579 03/09 03:32:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:32:30 - mmengine - INFO - Saving checkpoint at 31 epochs 03/09 03:32:56 - mmengine - INFO - Epoch(val) [31][98/98] accuracy/top1: 49.8400 accuracy/top5: 74.9720 03/09 03:33:11 - mmengine - INFO - Epoch(train) [32][ 100/2503] lr: 4.5127e-01 eta: 1 day, 2:34:44 time: 0.1232 data_time: 0.0025 loss: 2.3644 03/09 03:33:25 - mmengine - INFO - Epoch(train) [32][ 200/2503] lr: 4.5121e-01 eta: 1 day, 2:34:25 time: 0.1414 data_time: 0.0023 loss: 2.3623 03/09 03:33:38 - mmengine - INFO - Epoch(train) [32][ 300/2503] lr: 4.5114e-01 eta: 1 day, 2:34:06 time: 0.1037 data_time: 0.0023 loss: 2.4001 03/09 03:33:52 - mmengine - INFO - Epoch(train) [32][ 400/2503] lr: 4.5107e-01 eta: 1 day, 2:33:45 time: 0.1320 data_time: 0.0023 loss: 2.4188 03/09 03:33:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:34:06 - mmengine - INFO - Epoch(train) [32][ 500/2503] lr: 4.5100e-01 eta: 1 day, 2:33:28 time: 0.1429 data_time: 0.0022 loss: 2.3719 03/09 03:34:19 - mmengine - INFO - Epoch(train) [32][ 600/2503] lr: 4.5094e-01 eta: 1 day, 2:33:08 time: 0.1370 data_time: 0.0023 loss: 2.4096 03/09 03:34:33 - mmengine - INFO - Epoch(train) [32][ 700/2503] lr: 4.5087e-01 eta: 1 day, 2:32:52 time: 0.1678 data_time: 0.0025 loss: 2.4477 03/09 03:34:47 - mmengine - INFO - Epoch(train) [32][ 800/2503] lr: 4.5080e-01 eta: 1 day, 2:32:30 time: 0.1095 data_time: 0.0021 loss: 2.5604 03/09 03:35:00 - mmengine - INFO - Epoch(train) [32][ 900/2503] lr: 4.5074e-01 eta: 1 day, 2:32:11 time: 0.1063 data_time: 0.0022 loss: 2.4529 03/09 03:35:14 - mmengine - INFO - Epoch(train) [32][1000/2503] lr: 4.5067e-01 eta: 1 day, 2:31:53 time: 0.1399 data_time: 0.0022 loss: 2.3836 03/09 03:35:28 - mmengine - INFO - Epoch(train) [32][1100/2503] lr: 4.5060e-01 eta: 1 day, 2:31:35 time: 0.1718 data_time: 0.0024 loss: 2.4869 03/09 03:35:41 - mmengine - INFO - Epoch(train) [32][1200/2503] lr: 4.5053e-01 eta: 1 day, 2:31:16 time: 0.1705 data_time: 0.0026 loss: 2.5757 03/09 03:35:55 - mmengine - INFO - Epoch(train) [32][1300/2503] lr: 4.5047e-01 eta: 1 day, 2:30:58 time: 0.1532 data_time: 0.0026 loss: 2.3394 03/09 03:36:08 - mmengine - INFO - Epoch(train) [32][1400/2503] lr: 4.5040e-01 eta: 1 day, 2:30:34 time: 0.1431 data_time: 0.0022 loss: 2.4872 03/09 03:36:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:36:22 - mmengine - INFO - Epoch(train) [32][1500/2503] lr: 4.5033e-01 eta: 1 day, 2:30:16 time: 0.1448 data_time: 0.0027 loss: 2.5301 03/09 03:36:36 - mmengine - INFO - Epoch(train) [32][1600/2503] lr: 4.5027e-01 eta: 1 day, 2:29:59 time: 0.1478 data_time: 0.0026 loss: 2.5893 03/09 03:36:49 - mmengine - INFO - Epoch(train) [32][1700/2503] lr: 4.5020e-01 eta: 1 day, 2:29:38 time: 0.1125 data_time: 0.0023 loss: 2.4641 03/09 03:37:04 - mmengine - INFO - Epoch(train) [32][1800/2503] lr: 4.5013e-01 eta: 1 day, 2:29:22 time: 0.1376 data_time: 0.0025 loss: 2.3675 03/09 03:37:17 - mmengine - INFO - Epoch(train) [32][1900/2503] lr: 4.5007e-01 eta: 1 day, 2:29:00 time: 0.1234 data_time: 0.0026 loss: 2.4114 03/09 03:37:30 - mmengine - INFO - Epoch(train) [32][2000/2503] lr: 4.5000e-01 eta: 1 day, 2:28:41 time: 0.1276 data_time: 0.0024 loss: 2.3183 03/09 03:37:44 - mmengine - INFO - Epoch(train) [32][2100/2503] lr: 4.4993e-01 eta: 1 day, 2:28:20 time: 0.1232 data_time: 0.0023 loss: 2.2410 03/09 03:37:58 - mmengine - INFO - Epoch(train) [32][2200/2503] lr: 4.4986e-01 eta: 1 day, 2:28:02 time: 0.1200 data_time: 0.0026 loss: 2.4014 03/09 03:38:11 - mmengine - INFO - Epoch(train) [32][2300/2503] lr: 4.4980e-01 eta: 1 day, 2:27:43 time: 0.1366 data_time: 0.0024 loss: 2.3299 03/09 03:38:25 - mmengine - INFO - Epoch(train) [32][2400/2503] lr: 4.4973e-01 eta: 1 day, 2:27:23 time: 0.1138 data_time: 0.0023 loss: 2.3764 03/09 03:38:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:38:38 - mmengine - INFO - Epoch(train) [32][2500/2503] lr: 4.4966e-01 eta: 1 day, 2:27:04 time: 0.1087 data_time: 0.0120 loss: 2.4243 03/09 03:38:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:38:39 - mmengine - INFO - Saving checkpoint at 32 epochs 03/09 03:39:05 - mmengine - INFO - Epoch(val) [32][98/98] accuracy/top1: 50.3340 accuracy/top5: 75.4540 03/09 03:39:20 - mmengine - INFO - Epoch(train) [33][ 100/2503] lr: 4.4959e-01 eta: 1 day, 2:26:55 time: 0.1105 data_time: 0.0024 loss: 2.2725 03/09 03:39:34 - mmengine - INFO - Epoch(train) [33][ 200/2503] lr: 4.4953e-01 eta: 1 day, 2:26:40 time: 0.1477 data_time: 0.0024 loss: 2.3905 03/09 03:39:48 - mmengine - INFO - Epoch(train) [33][ 300/2503] lr: 4.4946e-01 eta: 1 day, 2:26:20 time: 0.0904 data_time: 0.0022 loss: 2.4313 03/09 03:40:02 - mmengine - INFO - Epoch(train) [33][ 400/2503] lr: 4.4939e-01 eta: 1 day, 2:26:02 time: 0.1390 data_time: 0.0023 loss: 2.5513 03/09 03:40:15 - mmengine - INFO - Epoch(train) [33][ 500/2503] lr: 4.4933e-01 eta: 1 day, 2:25:37 time: 0.0992 data_time: 0.0023 loss: 2.5452 03/09 03:40:29 - mmengine - INFO - Epoch(train) [33][ 600/2503] lr: 4.4926e-01 eta: 1 day, 2:25:25 time: 0.1547 data_time: 0.0025 loss: 2.3952 03/09 03:40:43 - mmengine - INFO - Epoch(train) [33][ 700/2503] lr: 4.4919e-01 eta: 1 day, 2:25:06 time: 0.1509 data_time: 0.0024 loss: 2.3842 03/09 03:40:56 - mmengine - INFO - Epoch(train) [33][ 800/2503] lr: 4.4913e-01 eta: 1 day, 2:24:45 time: 0.1421 data_time: 0.0024 loss: 2.4973 03/09 03:41:10 - mmengine - INFO - Epoch(train) [33][ 900/2503] lr: 4.4906e-01 eta: 1 day, 2:24:25 time: 0.1376 data_time: 0.0027 loss: 2.4193 03/09 03:41:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:41:23 - mmengine - INFO - Epoch(train) [33][1000/2503] lr: 4.4899e-01 eta: 1 day, 2:24:02 time: 0.1264 data_time: 0.0022 loss: 2.4362 03/09 03:41:36 - mmengine - INFO - Epoch(train) [33][1100/2503] lr: 4.4892e-01 eta: 1 day, 2:23:42 time: 0.1365 data_time: 0.0024 loss: 2.5609 03/09 03:41:50 - mmengine - INFO - Epoch(train) [33][1200/2503] lr: 4.4886e-01 eta: 1 day, 2:23:26 time: 0.1460 data_time: 0.0023 loss: 2.6103 03/09 03:42:04 - mmengine - INFO - Epoch(train) [33][1300/2503] lr: 4.4879e-01 eta: 1 day, 2:23:07 time: 0.1316 data_time: 0.0024 loss: 2.3041 03/09 03:42:17 - mmengine - INFO - Epoch(train) [33][1400/2503] lr: 4.4872e-01 eta: 1 day, 2:22:47 time: 0.1416 data_time: 0.0021 loss: 2.6088 03/09 03:42:31 - mmengine - INFO - Epoch(train) [33][1500/2503] lr: 4.4866e-01 eta: 1 day, 2:22:29 time: 0.1198 data_time: 0.0023 loss: 2.4784 03/09 03:42:45 - mmengine - INFO - Epoch(train) [33][1600/2503] lr: 4.4859e-01 eta: 1 day, 2:22:09 time: 0.1235 data_time: 0.0024 loss: 2.3846 03/09 03:42:59 - mmengine - INFO - Epoch(train) [33][1700/2503] lr: 4.4852e-01 eta: 1 day, 2:21:54 time: 0.1727 data_time: 0.0026 loss: 2.5781 03/09 03:43:12 - mmengine - INFO - Epoch(train) [33][1800/2503] lr: 4.4845e-01 eta: 1 day, 2:21:33 time: 0.1578 data_time: 0.0023 loss: 2.4186 03/09 03:43:25 - mmengine - INFO - Epoch(train) [33][1900/2503] lr: 4.4839e-01 eta: 1 day, 2:21:11 time: 0.1262 data_time: 0.0025 loss: 2.2895 03/09 03:43:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:43:39 - mmengine - INFO - Epoch(train) [33][2000/2503] lr: 4.4832e-01 eta: 1 day, 2:20:51 time: 0.0993 data_time: 0.0023 loss: 2.3716 03/09 03:43:53 - mmengine - INFO - Epoch(train) [33][2100/2503] lr: 4.4825e-01 eta: 1 day, 2:20:34 time: 0.1517 data_time: 0.0022 loss: 2.4777 03/09 03:44:07 - mmengine - INFO - Epoch(train) [33][2200/2503] lr: 4.4819e-01 eta: 1 day, 2:20:17 time: 0.1446 data_time: 0.0023 loss: 2.3544 03/09 03:44:21 - mmengine - INFO - Epoch(train) [33][2300/2503] lr: 4.4812e-01 eta: 1 day, 2:20:01 time: 0.1417 data_time: 0.0026 loss: 2.5571 03/09 03:44:34 - mmengine - INFO - Epoch(train) [33][2400/2503] lr: 4.4805e-01 eta: 1 day, 2:19:42 time: 0.1584 data_time: 0.0025 loss: 2.3800 03/09 03:44:48 - mmengine - INFO - Epoch(train) [33][2500/2503] lr: 4.4799e-01 eta: 1 day, 2:19:21 time: 0.1230 data_time: 0.0027 loss: 2.4202 03/09 03:44:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:44:48 - mmengine - INFO - Saving checkpoint at 33 epochs 03/09 03:45:17 - mmengine - INFO - Epoch(val) [33][98/98] accuracy/top1: 50.8660 accuracy/top5: 76.2780 03/09 03:45:33 - mmengine - INFO - Epoch(train) [34][ 100/2503] lr: 4.4792e-01 eta: 1 day, 2:19:20 time: 0.1677 data_time: 0.0024 loss: 2.3756 03/09 03:45:46 - mmengine - INFO - Epoch(train) [34][ 200/2503] lr: 4.4785e-01 eta: 1 day, 2:19:01 time: 0.1447 data_time: 0.0026 loss: 2.2762 03/09 03:46:00 - mmengine - INFO - Epoch(train) [34][ 300/2503] lr: 4.4778e-01 eta: 1 day, 2:18:41 time: 0.0918 data_time: 0.0024 loss: 2.4900 03/09 03:46:14 - mmengine - INFO - Epoch(train) [34][ 400/2503] lr: 4.4772e-01 eta: 1 day, 2:18:25 time: 0.1397 data_time: 0.0024 loss: 2.4837 03/09 03:46:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:46:27 - mmengine - INFO - Epoch(train) [34][ 500/2503] lr: 4.4765e-01 eta: 1 day, 2:18:04 time: 0.1291 data_time: 0.0024 loss: 2.3438 03/09 03:46:41 - mmengine - INFO - Epoch(train) [34][ 600/2503] lr: 4.4758e-01 eta: 1 day, 2:17:46 time: 0.1264 data_time: 0.0027 loss: 2.4917 03/09 03:46:55 - mmengine - INFO - Epoch(train) [34][ 700/2503] lr: 4.4751e-01 eta: 1 day, 2:17:27 time: 0.1427 data_time: 0.0534 loss: 2.5532 03/09 03:47:08 - mmengine - INFO - Epoch(train) [34][ 800/2503] lr: 4.4745e-01 eta: 1 day, 2:17:05 time: 0.1038 data_time: 0.0023 loss: 2.3551 03/09 03:47:22 - mmengine - INFO - Epoch(train) [34][ 900/2503] lr: 4.4738e-01 eta: 1 day, 2:16:48 time: 0.1178 data_time: 0.0021 loss: 2.4372 03/09 03:47:35 - mmengine - INFO - Epoch(train) [34][1000/2503] lr: 4.4731e-01 eta: 1 day, 2:16:29 time: 0.1384 data_time: 0.0021 loss: 2.4543 03/09 03:47:49 - mmengine - INFO - Epoch(train) [34][1100/2503] lr: 4.4725e-01 eta: 1 day, 2:16:10 time: 0.1189 data_time: 0.0022 loss: 2.4151 03/09 03:48:03 - mmengine - INFO - Epoch(train) [34][1200/2503] lr: 4.4718e-01 eta: 1 day, 2:15:53 time: 0.1424 data_time: 0.0023 loss: 2.3730 03/09 03:48:16 - mmengine - INFO - Epoch(train) [34][1300/2503] lr: 4.4711e-01 eta: 1 day, 2:15:33 time: 0.1284 data_time: 0.0026 loss: 2.2611 03/09 03:48:30 - mmengine - INFO - Epoch(train) [34][1400/2503] lr: 4.4705e-01 eta: 1 day, 2:15:13 time: 0.1213 data_time: 0.0027 loss: 2.4477 03/09 03:48:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:48:44 - mmengine - INFO - Epoch(train) [34][1500/2503] lr: 4.4698e-01 eta: 1 day, 2:14:56 time: 0.1538 data_time: 0.0022 loss: 2.3339 03/09 03:48:57 - mmengine - INFO - Epoch(train) [34][1600/2503] lr: 4.4691e-01 eta: 1 day, 2:14:36 time: 0.1283 data_time: 0.0024 loss: 2.4011 03/09 03:49:11 - mmengine - INFO - Epoch(train) [34][1700/2503] lr: 4.4684e-01 eta: 1 day, 2:14:21 time: 0.1589 data_time: 0.0025 loss: 2.5232 03/09 03:49:24 - mmengine - INFO - Epoch(train) [34][1800/2503] lr: 4.4678e-01 eta: 1 day, 2:13:59 time: 0.1281 data_time: 0.0024 loss: 2.4214 03/09 03:49:38 - mmengine - INFO - Epoch(train) [34][1900/2503] lr: 4.4671e-01 eta: 1 day, 2:13:40 time: 0.1071 data_time: 0.0025 loss: 2.2703 03/09 03:49:52 - mmengine - INFO - Epoch(train) [34][2000/2503] lr: 4.4664e-01 eta: 1 day, 2:13:23 time: 0.1357 data_time: 0.0023 loss: 2.4879 03/09 03:50:05 - mmengine - INFO - Epoch(train) [34][2100/2503] lr: 4.4658e-01 eta: 1 day, 2:13:04 time: 0.1077 data_time: 0.0024 loss: 2.3910 03/09 03:50:20 - mmengine - INFO - Epoch(train) [34][2200/2503] lr: 4.4651e-01 eta: 1 day, 2:12:51 time: 0.1212 data_time: 0.0022 loss: 2.4507 03/09 03:50:33 - mmengine - INFO - Epoch(train) [34][2300/2503] lr: 4.4644e-01 eta: 1 day, 2:12:30 time: 0.1538 data_time: 0.0023 loss: 2.4925 03/09 03:50:46 - mmengine - INFO - Epoch(train) [34][2400/2503] lr: 4.4637e-01 eta: 1 day, 2:12:10 time: 0.1222 data_time: 0.0024 loss: 2.6020 03/09 03:50:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:51:00 - mmengine - INFO - Epoch(train) [34][2500/2503] lr: 4.4631e-01 eta: 1 day, 2:11:52 time: 0.0958 data_time: 0.0038 loss: 2.4578 03/09 03:51:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:51:01 - mmengine - INFO - Saving checkpoint at 34 epochs 03/09 03:51:26 - mmengine - INFO - Epoch(val) [34][98/98] accuracy/top1: 45.5540 accuracy/top5: 71.1640 03/09 03:51:42 - mmengine - INFO - Epoch(train) [35][ 100/2503] lr: 4.4624e-01 eta: 1 day, 2:11:44 time: 0.1068 data_time: 0.0025 loss: 2.4032 03/09 03:51:56 - mmengine - INFO - Epoch(train) [35][ 200/2503] lr: 4.4617e-01 eta: 1 day, 2:11:27 time: 0.1422 data_time: 0.0024 loss: 2.3374 03/09 03:52:09 - mmengine - INFO - Epoch(train) [35][ 300/2503] lr: 4.4610e-01 eta: 1 day, 2:11:10 time: 0.1424 data_time: 0.0029 loss: 2.4419 03/09 03:52:23 - mmengine - INFO - Epoch(train) [35][ 400/2503] lr: 4.4604e-01 eta: 1 day, 2:10:53 time: 0.1466 data_time: 0.0024 loss: 2.4447 03/09 03:52:37 - mmengine - INFO - Epoch(train) [35][ 500/2503] lr: 4.4597e-01 eta: 1 day, 2:10:33 time: 0.1406 data_time: 0.0029 loss: 2.3489 03/09 03:52:50 - mmengine - INFO - Epoch(train) [35][ 600/2503] lr: 4.4590e-01 eta: 1 day, 2:10:14 time: 0.1555 data_time: 0.0024 loss: 2.3239 03/09 03:53:04 - mmengine - INFO - Epoch(train) [35][ 700/2503] lr: 4.4584e-01 eta: 1 day, 2:09:55 time: 0.1475 data_time: 0.0024 loss: 2.5038 03/09 03:53:18 - mmengine - INFO - Epoch(train) [35][ 800/2503] lr: 4.4577e-01 eta: 1 day, 2:09:37 time: 0.1613 data_time: 0.0024 loss: 2.4641 03/09 03:53:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:53:31 - mmengine - INFO - Epoch(train) [35][ 900/2503] lr: 4.4570e-01 eta: 1 day, 2:09:18 time: 0.0931 data_time: 0.0022 loss: 2.4003 03/09 03:53:45 - mmengine - INFO - Epoch(train) [35][1000/2503] lr: 4.4564e-01 eta: 1 day, 2:09:02 time: 0.1743 data_time: 0.0025 loss: 2.3683 03/09 03:53:58 - mmengine - INFO - Epoch(train) [35][1100/2503] lr: 4.4557e-01 eta: 1 day, 2:08:37 time: 0.1228 data_time: 0.0022 loss: 2.3079 03/09 03:54:11 - mmengine - INFO - Epoch(train) [35][1200/2503] lr: 4.4550e-01 eta: 1 day, 2:08:18 time: 0.1303 data_time: 0.0024 loss: 2.4236 03/09 03:54:25 - mmengine - INFO - Epoch(train) [35][1300/2503] lr: 4.4543e-01 eta: 1 day, 2:08:02 time: 0.1130 data_time: 0.0027 loss: 2.3422 03/09 03:54:39 - mmengine - INFO - Epoch(train) [35][1400/2503] lr: 4.4537e-01 eta: 1 day, 2:07:44 time: 0.1001 data_time: 0.0024 loss: 2.5725 03/09 03:54:53 - mmengine - INFO - Epoch(train) [35][1500/2503] lr: 4.4530e-01 eta: 1 day, 2:07:28 time: 0.1702 data_time: 0.0024 loss: 2.4063 03/09 03:55:07 - mmengine - INFO - Epoch(train) [35][1600/2503] lr: 4.4523e-01 eta: 1 day, 2:07:12 time: 0.1415 data_time: 0.0023 loss: 2.3490 03/09 03:55:21 - mmengine - INFO - Epoch(train) [35][1700/2503] lr: 4.4517e-01 eta: 1 day, 2:06:53 time: 0.1369 data_time: 0.0024 loss: 2.4088 03/09 03:55:34 - mmengine - INFO - Epoch(train) [35][1800/2503] lr: 4.4510e-01 eta: 1 day, 2:06:34 time: 0.1040 data_time: 0.0023 loss: 2.5900 03/09 03:55:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:55:48 - mmengine - INFO - Epoch(train) [35][1900/2503] lr: 4.4503e-01 eta: 1 day, 2:06:18 time: 0.1342 data_time: 0.0026 loss: 2.4780 03/09 03:56:01 - mmengine - INFO - Epoch(train) [35][2000/2503] lr: 4.4497e-01 eta: 1 day, 2:05:58 time: 0.1431 data_time: 0.0024 loss: 2.5410 03/09 03:56:15 - mmengine - INFO - Epoch(train) [35][2100/2503] lr: 4.4490e-01 eta: 1 day, 2:05:42 time: 0.1291 data_time: 0.0024 loss: 2.3738 03/09 03:56:29 - mmengine - INFO - Epoch(train) [35][2200/2503] lr: 4.4483e-01 eta: 1 day, 2:05:23 time: 0.1444 data_time: 0.0026 loss: 2.3864 03/09 03:56:42 - mmengine - INFO - Epoch(train) [35][2300/2503] lr: 4.4476e-01 eta: 1 day, 2:05:03 time: 0.1401 data_time: 0.0025 loss: 2.3480 03/09 03:56:56 - mmengine - INFO - Epoch(train) [35][2400/2503] lr: 4.4470e-01 eta: 1 day, 2:04:48 time: 0.1615 data_time: 0.0024 loss: 2.3367 03/09 03:57:10 - mmengine - INFO - Epoch(train) [35][2500/2503] lr: 4.4463e-01 eta: 1 day, 2:04:28 time: 0.0920 data_time: 0.0038 loss: 2.4054 03/09 03:57:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:57:10 - mmengine - INFO - Saving checkpoint at 35 epochs 03/09 03:57:37 - mmengine - INFO - Epoch(val) [35][98/98] accuracy/top1: 50.6500 accuracy/top5: 75.5440 03/09 03:57:53 - mmengine - INFO - Epoch(train) [36][ 100/2503] lr: 4.4456e-01 eta: 1 day, 2:04:21 time: 0.1480 data_time: 0.0024 loss: 2.3155 03/09 03:58:06 - mmengine - INFO - Epoch(train) [36][ 200/2503] lr: 4.4449e-01 eta: 1 day, 2:04:03 time: 0.1333 data_time: 0.0025 loss: 2.3262 03/09 03:58:20 - mmengine - INFO - Epoch(train) [36][ 300/2503] lr: 4.4443e-01 eta: 1 day, 2:03:46 time: 0.1260 data_time: 0.0023 loss: 2.3463 03/09 03:58:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 03:58:34 - mmengine - INFO - Epoch(train) [36][ 400/2503] lr: 4.4436e-01 eta: 1 day, 2:03:31 time: 0.1506 data_time: 0.0026 loss: 2.4778 03/09 03:58:48 - mmengine - INFO - Epoch(train) [36][ 500/2503] lr: 4.4429e-01 eta: 1 day, 2:03:13 time: 0.1565 data_time: 0.0022 loss: 2.3437 03/09 03:59:01 - mmengine - INFO - Epoch(train) [36][ 600/2503] lr: 4.4423e-01 eta: 1 day, 2:02:54 time: 0.1444 data_time: 0.0025 loss: 2.2708 03/09 03:59:15 - mmengine - INFO - Epoch(train) [36][ 700/2503] lr: 4.4416e-01 eta: 1 day, 2:02:37 time: 0.1344 data_time: 0.0027 loss: 2.3668 03/09 03:59:28 - mmengine - INFO - Epoch(train) [36][ 800/2503] lr: 4.4409e-01 eta: 1 day, 2:02:15 time: 0.1287 data_time: 0.0022 loss: 2.3276 03/09 03:59:42 - mmengine - INFO - Epoch(train) [36][ 900/2503] lr: 4.4402e-01 eta: 1 day, 2:01:58 time: 0.1133 data_time: 0.0023 loss: 2.3003 03/09 03:59:56 - mmengine - INFO - Epoch(train) [36][1000/2503] lr: 4.4396e-01 eta: 1 day, 2:01:39 time: 0.1529 data_time: 0.0024 loss: 2.4098 03/09 04:00:09 - mmengine - INFO - Epoch(train) [36][1100/2503] lr: 4.4389e-01 eta: 1 day, 2:01:19 time: 0.1210 data_time: 0.0024 loss: 2.3562 03/09 04:00:23 - mmengine - INFO - Epoch(train) [36][1200/2503] lr: 4.4382e-01 eta: 1 day, 2:01:00 time: 0.1294 data_time: 0.0355 loss: 2.4000 03/09 04:00:36 - mmengine - INFO - Epoch(train) [36][1300/2503] lr: 4.4376e-01 eta: 1 day, 2:00:43 time: 0.1476 data_time: 0.0023 loss: 2.4221 03/09 04:00:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:00:50 - mmengine - INFO - Epoch(train) [36][1400/2503] lr: 4.4369e-01 eta: 1 day, 2:00:25 time: 0.1563 data_time: 0.0027 loss: 2.3670 03/09 04:01:03 - mmengine - INFO - Epoch(train) [36][1500/2503] lr: 4.4362e-01 eta: 1 day, 2:00:05 time: 0.1131 data_time: 0.0024 loss: 2.4330 03/09 04:01:17 - mmengine - INFO - Epoch(train) [36][1600/2503] lr: 4.4356e-01 eta: 1 day, 1:59:46 time: 0.1272 data_time: 0.0022 loss: 2.2835 03/09 04:01:31 - mmengine - INFO - Epoch(train) [36][1700/2503] lr: 4.4349e-01 eta: 1 day, 1:59:31 time: 0.1575 data_time: 0.0026 loss: 2.2773 03/09 04:01:44 - mmengine - INFO - Epoch(train) [36][1800/2503] lr: 4.4342e-01 eta: 1 day, 1:59:11 time: 0.1293 data_time: 0.0028 loss: 2.3257 03/09 04:01:58 - mmengine - INFO - Epoch(train) [36][1900/2503] lr: 4.4335e-01 eta: 1 day, 1:58:53 time: 0.1498 data_time: 0.0024 loss: 2.4301 03/09 04:02:12 - mmengine - INFO - Epoch(train) [36][2000/2503] lr: 4.4329e-01 eta: 1 day, 1:58:34 time: 0.1466 data_time: 0.0101 loss: 2.3903 03/09 04:02:25 - mmengine - INFO - Epoch(train) [36][2100/2503] lr: 4.4322e-01 eta: 1 day, 1:58:17 time: 0.1459 data_time: 0.0023 loss: 2.2751 03/09 04:02:39 - mmengine - INFO - Epoch(train) [36][2200/2503] lr: 4.4315e-01 eta: 1 day, 1:57:56 time: 0.1230 data_time: 0.0024 loss: 2.4419 03/09 04:02:53 - mmengine - INFO - Epoch(train) [36][2300/2503] lr: 4.4309e-01 eta: 1 day, 1:57:42 time: 0.1688 data_time: 0.0022 loss: 2.4802 03/09 04:03:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:03:06 - mmengine - INFO - Epoch(train) [36][2400/2503] lr: 4.4302e-01 eta: 1 day, 1:57:23 time: 0.1674 data_time: 0.0025 loss: 2.2109 03/09 04:03:20 - mmengine - INFO - Epoch(train) [36][2500/2503] lr: 4.4295e-01 eta: 1 day, 1:57:03 time: 0.1353 data_time: 0.0037 loss: 2.3173 03/09 04:03:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:03:20 - mmengine - INFO - Saving checkpoint at 36 epochs 03/09 04:03:47 - mmengine - INFO - Epoch(val) [36][98/98] accuracy/top1: 51.7960 accuracy/top5: 76.5500 03/09 04:04:02 - mmengine - INFO - Epoch(train) [37][ 100/2503] lr: 4.4288e-01 eta: 1 day, 1:56:54 time: 0.1163 data_time: 0.0024 loss: 2.2596 03/09 04:04:16 - mmengine - INFO - Epoch(train) [37][ 200/2503] lr: 4.4282e-01 eta: 1 day, 1:56:37 time: 0.1499 data_time: 0.0023 loss: 2.3844 03/09 04:04:30 - mmengine - INFO - Epoch(train) [37][ 300/2503] lr: 4.4275e-01 eta: 1 day, 1:56:18 time: 0.1207 data_time: 0.0025 loss: 2.3840 03/09 04:04:44 - mmengine - INFO - Epoch(train) [37][ 400/2503] lr: 4.4268e-01 eta: 1 day, 1:56:05 time: 0.1546 data_time: 0.0023 loss: 2.3635 03/09 04:04:57 - mmengine - INFO - Epoch(train) [37][ 500/2503] lr: 4.4261e-01 eta: 1 day, 1:55:46 time: 0.1240 data_time: 0.0023 loss: 2.3839 03/09 04:05:12 - mmengine - INFO - Epoch(train) [37][ 600/2503] lr: 4.4255e-01 eta: 1 day, 1:55:33 time: 0.1459 data_time: 0.0024 loss: 2.3632 03/09 04:05:25 - mmengine - INFO - Epoch(train) [37][ 700/2503] lr: 4.4248e-01 eta: 1 day, 1:55:15 time: 0.1428 data_time: 0.0025 loss: 2.3707 03/09 04:05:39 - mmengine - INFO - Epoch(train) [37][ 800/2503] lr: 4.4241e-01 eta: 1 day, 1:54:57 time: 0.1480 data_time: 0.0024 loss: 2.3503 03/09 04:05:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:05:53 - mmengine - INFO - Epoch(train) [37][ 900/2503] lr: 4.4235e-01 eta: 1 day, 1:54:41 time: 0.1607 data_time: 0.0022 loss: 2.2334 03/09 04:06:06 - mmengine - INFO - Epoch(train) [37][1000/2503] lr: 4.4228e-01 eta: 1 day, 1:54:22 time: 0.1155 data_time: 0.0024 loss: 2.3454 03/09 04:06:20 - mmengine - INFO - Epoch(train) [37][1100/2503] lr: 4.4221e-01 eta: 1 day, 1:54:05 time: 0.1314 data_time: 0.0023 loss: 2.4021 03/09 04:06:34 - mmengine - INFO - Epoch(train) [37][1200/2503] lr: 4.4215e-01 eta: 1 day, 1:53:47 time: 0.1230 data_time: 0.0023 loss: 2.3051 03/09 04:06:47 - mmengine - INFO - Epoch(train) [37][1300/2503] lr: 4.4208e-01 eta: 1 day, 1:53:29 time: 0.1318 data_time: 0.0025 loss: 2.4783 03/09 04:07:01 - mmengine - INFO - Epoch(train) [37][1400/2503] lr: 4.4201e-01 eta: 1 day, 1:53:10 time: 0.1104 data_time: 0.0025 loss: 2.3555 03/09 04:07:15 - mmengine - INFO - Epoch(train) [37][1500/2503] lr: 4.4194e-01 eta: 1 day, 1:52:56 time: 0.1545 data_time: 0.0024 loss: 2.4089 03/09 04:07:29 - mmengine - INFO - Epoch(train) [37][1600/2503] lr: 4.4188e-01 eta: 1 day, 1:52:39 time: 0.1186 data_time: 0.0023 loss: 2.3891 03/09 04:07:42 - mmengine - INFO - Epoch(train) [37][1700/2503] lr: 4.4181e-01 eta: 1 day, 1:52:20 time: 0.0994 data_time: 0.0023 loss: 2.3535 03/09 04:07:56 - mmengine - INFO - Epoch(train) [37][1800/2503] lr: 4.4174e-01 eta: 1 day, 1:52:02 time: 0.1347 data_time: 0.0023 loss: 2.4439 03/09 04:08:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:08:10 - mmengine - INFO - Epoch(train) [37][1900/2503] lr: 4.4168e-01 eta: 1 day, 1:51:46 time: 0.1853 data_time: 0.0025 loss: 2.4019 03/09 04:08:23 - mmengine - INFO - Epoch(train) [37][2000/2503] lr: 4.4161e-01 eta: 1 day, 1:51:27 time: 0.1360 data_time: 0.0021 loss: 2.3736 03/09 04:08:37 - mmengine - INFO - Epoch(train) [37][2100/2503] lr: 4.4154e-01 eta: 1 day, 1:51:09 time: 0.1350 data_time: 0.0024 loss: 2.4553 03/09 04:08:52 - mmengine - INFO - Epoch(train) [37][2200/2503] lr: 4.4148e-01 eta: 1 day, 1:50:59 time: 0.1367 data_time: 0.0024 loss: 2.4209 03/09 04:09:05 - mmengine - INFO - Epoch(train) [37][2300/2503] lr: 4.4141e-01 eta: 1 day, 1:50:41 time: 0.1413 data_time: 0.0023 loss: 2.4884 03/09 04:09:19 - mmengine - INFO - Epoch(train) [37][2400/2503] lr: 4.4134e-01 eta: 1 day, 1:50:24 time: 0.1503 data_time: 0.0323 loss: 2.3089 03/09 04:09:32 - mmengine - INFO - Epoch(train) [37][2500/2503] lr: 4.4127e-01 eta: 1 day, 1:50:04 time: 0.1185 data_time: 0.0042 loss: 2.4636 03/09 04:09:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:09:33 - mmengine - INFO - Saving checkpoint at 37 epochs 03/09 04:09:58 - mmengine - INFO - Epoch(val) [37][98/98] accuracy/top1: 52.1840 accuracy/top5: 77.1140 03/09 04:10:13 - mmengine - INFO - Epoch(train) [38][ 100/2503] lr: 4.4121e-01 eta: 1 day, 1:49:55 time: 0.1194 data_time: 0.0023 loss: 2.2424 03/09 04:10:27 - mmengine - INFO - Epoch(train) [38][ 200/2503] lr: 4.4114e-01 eta: 1 day, 1:49:37 time: 0.1258 data_time: 0.0024 loss: 2.4607 03/09 04:10:41 - mmengine - INFO - Epoch(train) [38][ 300/2503] lr: 4.4107e-01 eta: 1 day, 1:49:21 time: 0.1500 data_time: 0.0024 loss: 2.4746 03/09 04:10:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:10:54 - mmengine - INFO - Epoch(train) [38][ 400/2503] lr: 4.4100e-01 eta: 1 day, 1:49:01 time: 0.1173 data_time: 0.0025 loss: 2.3328 03/09 04:11:08 - mmengine - INFO - Epoch(train) [38][ 500/2503] lr: 4.4094e-01 eta: 1 day, 1:48:44 time: 0.1208 data_time: 0.0025 loss: 2.3138 03/09 04:11:21 - mmengine - INFO - Epoch(train) [38][ 600/2503] lr: 4.4087e-01 eta: 1 day, 1:48:25 time: 0.1284 data_time: 0.0026 loss: 2.1606 03/09 04:11:35 - mmengine - INFO - Epoch(train) [38][ 700/2503] lr: 4.4080e-01 eta: 1 day, 1:48:08 time: 0.1372 data_time: 0.0023 loss: 2.2319 03/09 04:11:49 - mmengine - INFO - Epoch(train) [38][ 800/2503] lr: 4.4074e-01 eta: 1 day, 1:47:49 time: 0.1263 data_time: 0.0027 loss: 2.3694 03/09 04:12:03 - mmengine - INFO - Epoch(train) [38][ 900/2503] lr: 4.4067e-01 eta: 1 day, 1:47:34 time: 0.1716 data_time: 0.0025 loss: 2.4632 03/09 04:12:16 - mmengine - INFO - Epoch(train) [38][1000/2503] lr: 4.4060e-01 eta: 1 day, 1:47:15 time: 0.1325 data_time: 0.0022 loss: 2.3389 03/09 04:12:30 - mmengine - INFO - Epoch(train) [38][1100/2503] lr: 4.4053e-01 eta: 1 day, 1:46:59 time: 0.1557 data_time: 0.0022 loss: 2.2871 03/09 04:12:43 - mmengine - INFO - Epoch(train) [38][1200/2503] lr: 4.4047e-01 eta: 1 day, 1:46:40 time: 0.1190 data_time: 0.0280 loss: 2.4180 03/09 04:12:57 - mmengine - INFO - Epoch(train) [38][1300/2503] lr: 4.4040e-01 eta: 1 day, 1:46:22 time: 0.1157 data_time: 0.0028 loss: 2.2635 03/09 04:13:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:13:11 - mmengine - INFO - Epoch(train) [38][1400/2503] lr: 4.4033e-01 eta: 1 day, 1:46:09 time: 0.1547 data_time: 0.0022 loss: 2.3418 03/09 04:13:25 - mmengine - INFO - Epoch(train) [38][1500/2503] lr: 4.4027e-01 eta: 1 day, 1:45:50 time: 0.1371 data_time: 0.0037 loss: 2.3858 03/09 04:13:38 - mmengine - INFO - Epoch(train) [38][1600/2503] lr: 4.4020e-01 eta: 1 day, 1:45:31 time: 0.1109 data_time: 0.0023 loss: 2.2861 03/09 04:13:52 - mmengine - INFO - Epoch(train) [38][1700/2503] lr: 4.4013e-01 eta: 1 day, 1:45:15 time: 0.1324 data_time: 0.0310 loss: 2.4504 03/09 04:14:05 - mmengine - INFO - Epoch(train) [38][1800/2503] lr: 4.4007e-01 eta: 1 day, 1:44:56 time: 0.1396 data_time: 0.0470 loss: 2.3698 03/09 04:14:19 - mmengine - INFO - Epoch(train) [38][1900/2503] lr: 4.4000e-01 eta: 1 day, 1:44:40 time: 0.1586 data_time: 0.0023 loss: 2.4960 03/09 04:14:33 - mmengine - INFO - Epoch(train) [38][2000/2503] lr: 4.3993e-01 eta: 1 day, 1:44:24 time: 0.1664 data_time: 0.0024 loss: 2.3038 03/09 04:14:47 - mmengine - INFO - Epoch(train) [38][2100/2503] lr: 4.3986e-01 eta: 1 day, 1:44:05 time: 0.1494 data_time: 0.0022 loss: 2.5328 03/09 04:15:00 - mmengine - INFO - Epoch(train) [38][2200/2503] lr: 4.3980e-01 eta: 1 day, 1:43:45 time: 0.1137 data_time: 0.0024 loss: 2.3390 03/09 04:15:14 - mmengine - INFO - Epoch(train) [38][2300/2503] lr: 4.3973e-01 eta: 1 day, 1:43:29 time: 0.1695 data_time: 0.0024 loss: 2.3990 03/09 04:15:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:15:27 - mmengine - INFO - Epoch(train) [38][2400/2503] lr: 4.3966e-01 eta: 1 day, 1:43:09 time: 0.1599 data_time: 0.0024 loss: 2.4924 03/09 04:15:41 - mmengine - INFO - Epoch(train) [38][2500/2503] lr: 4.3960e-01 eta: 1 day, 1:42:50 time: 0.1093 data_time: 0.0037 loss: 2.5443 03/09 04:15:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:15:41 - mmengine - INFO - Saving checkpoint at 38 epochs 03/09 04:16:07 - mmengine - INFO - Epoch(val) [38][98/98] accuracy/top1: 51.4540 accuracy/top5: 76.5960 03/09 04:16:22 - mmengine - INFO - Epoch(train) [39][ 100/2503] lr: 4.3953e-01 eta: 1 day, 1:42:39 time: 0.1503 data_time: 0.0026 loss: 2.5138 03/09 04:16:36 - mmengine - INFO - Epoch(train) [39][ 200/2503] lr: 4.3946e-01 eta: 1 day, 1:42:20 time: 0.1601 data_time: 0.0026 loss: 2.2977 03/09 04:16:49 - mmengine - INFO - Epoch(train) [39][ 300/2503] lr: 4.3939e-01 eta: 1 day, 1:42:02 time: 0.1241 data_time: 0.0026 loss: 2.4494 03/09 04:17:03 - mmengine - INFO - Epoch(train) [39][ 400/2503] lr: 4.3933e-01 eta: 1 day, 1:41:43 time: 0.1377 data_time: 0.0124 loss: 2.5277 03/09 04:17:16 - mmengine - INFO - Epoch(train) [39][ 500/2503] lr: 4.3926e-01 eta: 1 day, 1:41:25 time: 0.1314 data_time: 0.0024 loss: 2.5081 03/09 04:17:30 - mmengine - INFO - Epoch(train) [39][ 600/2503] lr: 4.3919e-01 eta: 1 day, 1:41:10 time: 0.1468 data_time: 0.0022 loss: 2.3953 03/09 04:17:43 - mmengine - INFO - Epoch(train) [39][ 700/2503] lr: 4.3913e-01 eta: 1 day, 1:40:50 time: 0.1233 data_time: 0.0021 loss: 2.3980 03/09 04:17:57 - mmengine - INFO - Epoch(train) [39][ 800/2503] lr: 4.3906e-01 eta: 1 day, 1:40:33 time: 0.1353 data_time: 0.0024 loss: 2.3994 03/09 04:18:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:18:11 - mmengine - INFO - Epoch(train) [39][ 900/2503] lr: 4.3899e-01 eta: 1 day, 1:40:15 time: 0.1334 data_time: 0.0024 loss: 2.4409 03/09 04:18:24 - mmengine - INFO - Epoch(train) [39][1000/2503] lr: 4.3892e-01 eta: 1 day, 1:39:57 time: 0.1313 data_time: 0.0027 loss: 2.4135 03/09 04:18:38 - mmengine - INFO - Epoch(train) [39][1100/2503] lr: 4.3886e-01 eta: 1 day, 1:39:38 time: 0.1509 data_time: 0.0024 loss: 2.3577 03/09 04:18:52 - mmengine - INFO - Epoch(train) [39][1200/2503] lr: 4.3879e-01 eta: 1 day, 1:39:22 time: 0.1786 data_time: 0.0026 loss: 2.4543 03/09 04:19:05 - mmengine - INFO - Epoch(train) [39][1300/2503] lr: 4.3872e-01 eta: 1 day, 1:39:03 time: 0.1537 data_time: 0.0021 loss: 2.3470 03/09 04:19:18 - mmengine - INFO - Epoch(train) [39][1400/2503] lr: 4.3866e-01 eta: 1 day, 1:38:43 time: 0.1141 data_time: 0.0030 loss: 2.4337 03/09 04:19:32 - mmengine - INFO - Epoch(train) [39][1500/2503] lr: 4.3859e-01 eta: 1 day, 1:38:25 time: 0.1562 data_time: 0.0021 loss: 2.2607 03/09 04:19:46 - mmengine - INFO - Epoch(train) [39][1600/2503] lr: 4.3852e-01 eta: 1 day, 1:38:08 time: 0.1629 data_time: 0.0023 loss: 2.3275 03/09 04:19:59 - mmengine - INFO - Epoch(train) [39][1700/2503] lr: 4.3845e-01 eta: 1 day, 1:37:51 time: 0.1589 data_time: 0.0023 loss: 2.3946 03/09 04:20:13 - mmengine - INFO - Epoch(train) [39][1800/2503] lr: 4.3839e-01 eta: 1 day, 1:37:34 time: 0.1389 data_time: 0.0022 loss: 2.3520 03/09 04:20:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:20:27 - mmengine - INFO - Epoch(train) [39][1900/2503] lr: 4.3832e-01 eta: 1 day, 1:37:16 time: 0.1492 data_time: 0.0025 loss: 2.2792 03/09 04:20:40 - mmengine - INFO - Epoch(train) [39][2000/2503] lr: 4.3825e-01 eta: 1 day, 1:36:57 time: 0.1308 data_time: 0.0024 loss: 2.3411 03/09 04:20:54 - mmengine - INFO - Epoch(train) [39][2100/2503] lr: 4.3819e-01 eta: 1 day, 1:36:40 time: 0.1296 data_time: 0.0025 loss: 2.5566 03/09 04:21:07 - mmengine - INFO - Epoch(train) [39][2200/2503] lr: 4.3812e-01 eta: 1 day, 1:36:22 time: 0.1128 data_time: 0.0023 loss: 2.5303 03/09 04:21:21 - mmengine - INFO - Epoch(train) [39][2300/2503] lr: 4.3805e-01 eta: 1 day, 1:36:05 time: 0.1431 data_time: 0.0022 loss: 2.3810 03/09 04:21:35 - mmengine - INFO - Epoch(train) [39][2400/2503] lr: 4.3799e-01 eta: 1 day, 1:35:50 time: 0.1543 data_time: 0.0022 loss: 2.3481 03/09 04:21:49 - mmengine - INFO - Epoch(train) [39][2500/2503] lr: 4.3792e-01 eta: 1 day, 1:35:31 time: 0.1237 data_time: 0.0040 loss: 2.3642 03/09 04:21:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:21:49 - mmengine - INFO - Saving checkpoint at 39 epochs 03/09 04:22:14 - mmengine - INFO - Epoch(val) [39][98/98] accuracy/top1: 50.8140 accuracy/top5: 76.1860 03/09 04:22:29 - mmengine - INFO - Epoch(train) [40][ 100/2503] lr: 4.3785e-01 eta: 1 day, 1:35:22 time: 0.1340 data_time: 0.0025 loss: 2.3863 03/09 04:22:43 - mmengine - INFO - Epoch(train) [40][ 200/2503] lr: 4.3778e-01 eta: 1 day, 1:35:04 time: 0.1123 data_time: 0.0026 loss: 2.2540 03/09 04:22:57 - mmengine - INFO - Epoch(train) [40][ 300/2503] lr: 4.3772e-01 eta: 1 day, 1:34:49 time: 0.1600 data_time: 0.0028 loss: 2.5061 03/09 04:23:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:23:10 - mmengine - INFO - Epoch(train) [40][ 400/2503] lr: 4.3765e-01 eta: 1 day, 1:34:28 time: 0.1427 data_time: 0.0026 loss: 2.3710 03/09 04:23:24 - mmengine - INFO - Epoch(train) [40][ 500/2503] lr: 4.3758e-01 eta: 1 day, 1:34:13 time: 0.1597 data_time: 0.0025 loss: 2.4199 03/09 04:23:37 - mmengine - INFO - Epoch(train) [40][ 600/2503] lr: 4.3751e-01 eta: 1 day, 1:33:53 time: 0.1108 data_time: 0.0024 loss: 2.4758 03/09 04:23:51 - mmengine - INFO - Epoch(train) [40][ 700/2503] lr: 4.3745e-01 eta: 1 day, 1:33:37 time: 0.1065 data_time: 0.0025 loss: 2.3112 03/09 04:24:05 - mmengine - INFO - Epoch(train) [40][ 800/2503] lr: 4.3738e-01 eta: 1 day, 1:33:21 time: 0.1294 data_time: 0.0022 loss: 2.3944 03/09 04:24:18 - mmengine - INFO - Epoch(train) [40][ 900/2503] lr: 4.3731e-01 eta: 1 day, 1:33:02 time: 0.1343 data_time: 0.0024 loss: 2.4230 03/09 04:24:32 - mmengine - INFO - Epoch(train) [40][1000/2503] lr: 4.3725e-01 eta: 1 day, 1:32:47 time: 0.1719 data_time: 0.0021 loss: 2.4849 03/09 04:24:46 - mmengine - INFO - Epoch(train) [40][1100/2503] lr: 4.3718e-01 eta: 1 day, 1:32:29 time: 0.1275 data_time: 0.0022 loss: 2.3017 03/09 04:24:59 - mmengine - INFO - Epoch(train) [40][1200/2503] lr: 4.3711e-01 eta: 1 day, 1:32:12 time: 0.1303 data_time: 0.0024 loss: 2.6426 03/09 04:25:13 - mmengine - INFO - Epoch(train) [40][1300/2503] lr: 4.3705e-01 eta: 1 day, 1:31:54 time: 0.1383 data_time: 0.0024 loss: 2.4311 03/09 04:25:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:25:27 - mmengine - INFO - Epoch(train) [40][1400/2503] lr: 4.3698e-01 eta: 1 day, 1:31:36 time: 0.1410 data_time: 0.0025 loss: 2.3609 03/09 04:25:40 - mmengine - INFO - Epoch(train) [40][1500/2503] lr: 4.3691e-01 eta: 1 day, 1:31:20 time: 0.1357 data_time: 0.0467 loss: 2.4101 03/09 04:25:54 - mmengine - INFO - Epoch(train) [40][1600/2503] lr: 4.3684e-01 eta: 1 day, 1:31:03 time: 0.1436 data_time: 0.0023 loss: 2.3586 03/09 04:26:08 - mmengine - INFO - Epoch(train) [40][1700/2503] lr: 4.3678e-01 eta: 1 day, 1:30:46 time: 0.1527 data_time: 0.0025 loss: 2.5182 03/09 04:26:21 - mmengine - INFO - Epoch(train) [40][1800/2503] lr: 4.3671e-01 eta: 1 day, 1:30:23 time: 0.1236 data_time: 0.0023 loss: 2.4318 03/09 04:26:35 - mmengine - INFO - Epoch(train) [40][1900/2503] lr: 4.3664e-01 eta: 1 day, 1:30:08 time: 0.1421 data_time: 0.0027 loss: 2.4353 03/09 04:26:48 - mmengine - INFO - Epoch(train) [40][2000/2503] lr: 4.3658e-01 eta: 1 day, 1:29:49 time: 0.1173 data_time: 0.0105 loss: 2.3258 03/09 04:27:02 - mmengine - INFO - Epoch(train) [40][2100/2503] lr: 4.3651e-01 eta: 1 day, 1:29:33 time: 0.1313 data_time: 0.0026 loss: 2.5889 03/09 04:27:16 - mmengine - INFO - Epoch(train) [40][2200/2503] lr: 4.3644e-01 eta: 1 day, 1:29:17 time: 0.1468 data_time: 0.0024 loss: 2.2880 03/09 04:27:29 - mmengine - INFO - Epoch(train) [40][2300/2503] lr: 4.3637e-01 eta: 1 day, 1:29:00 time: 0.1444 data_time: 0.0025 loss: 2.3799 03/09 04:27:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:27:43 - mmengine - INFO - Epoch(train) [40][2400/2503] lr: 4.3631e-01 eta: 1 day, 1:28:42 time: 0.1445 data_time: 0.0023 loss: 2.3833 03/09 04:27:56 - mmengine - INFO - Epoch(train) [40][2500/2503] lr: 4.3624e-01 eta: 1 day, 1:28:23 time: 0.0919 data_time: 0.0030 loss: 2.3235 03/09 04:27:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:27:57 - mmengine - INFO - Saving checkpoint at 40 epochs 03/09 04:28:24 - mmengine - INFO - Epoch(val) [40][98/98] accuracy/top1: 49.8420 accuracy/top5: 74.8280 03/09 04:28:39 - mmengine - INFO - Epoch(train) [41][ 100/2503] lr: 4.3617e-01 eta: 1 day, 1:28:14 time: 0.1302 data_time: 0.0025 loss: 2.3969 03/09 04:28:53 - mmengine - INFO - Epoch(train) [41][ 200/2503] lr: 4.3610e-01 eta: 1 day, 1:27:58 time: 0.1268 data_time: 0.0022 loss: 2.1959 03/09 04:29:07 - mmengine - INFO - Epoch(train) [41][ 300/2503] lr: 4.3604e-01 eta: 1 day, 1:27:39 time: 0.1347 data_time: 0.0023 loss: 2.3006 03/09 04:29:20 - mmengine - INFO - Epoch(train) [41][ 400/2503] lr: 4.3597e-01 eta: 1 day, 1:27:21 time: 0.1314 data_time: 0.0028 loss: 2.3059 03/09 04:29:34 - mmengine - INFO - Epoch(train) [41][ 500/2503] lr: 4.3590e-01 eta: 1 day, 1:27:04 time: 0.1359 data_time: 0.0028 loss: 2.3349 03/09 04:29:47 - mmengine - INFO - Epoch(train) [41][ 600/2503] lr: 4.3584e-01 eta: 1 day, 1:26:45 time: 0.0937 data_time: 0.0024 loss: 2.5062 03/09 04:30:01 - mmengine - INFO - Epoch(train) [41][ 700/2503] lr: 4.3577e-01 eta: 1 day, 1:26:27 time: 0.1402 data_time: 0.0026 loss: 2.2919 03/09 04:30:14 - mmengine - INFO - Epoch(train) [41][ 800/2503] lr: 4.3570e-01 eta: 1 day, 1:26:08 time: 0.1401 data_time: 0.0024 loss: 2.5829 03/09 04:30:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:30:28 - mmengine - INFO - Epoch(train) [41][ 900/2503] lr: 4.3564e-01 eta: 1 day, 1:25:51 time: 0.1274 data_time: 0.0024 loss: 2.4361 03/09 04:30:41 - mmengine - INFO - Epoch(train) [41][1000/2503] lr: 4.3557e-01 eta: 1 day, 1:25:33 time: 0.1486 data_time: 0.0024 loss: 2.5615 03/09 04:30:55 - mmengine - INFO - Epoch(train) [41][1100/2503] lr: 4.3550e-01 eta: 1 day, 1:25:16 time: 0.1333 data_time: 0.0025 loss: 2.3598 03/09 04:31:09 - mmengine - INFO - Epoch(train) [41][1200/2503] lr: 4.3543e-01 eta: 1 day, 1:25:01 time: 0.1425 data_time: 0.0025 loss: 2.2613 03/09 04:31:22 - mmengine - INFO - Epoch(train) [41][1300/2503] lr: 4.3537e-01 eta: 1 day, 1:24:43 time: 0.1361 data_time: 0.0208 loss: 2.4558 03/09 04:31:37 - mmengine - INFO - Epoch(train) [41][1400/2503] lr: 4.3530e-01 eta: 1 day, 1:24:30 time: 0.1259 data_time: 0.0025 loss: 2.4116 03/09 04:31:50 - mmengine - INFO - Epoch(train) [41][1500/2503] lr: 4.3523e-01 eta: 1 day, 1:24:09 time: 0.1326 data_time: 0.0025 loss: 2.4168 03/09 04:32:03 - mmengine - INFO - Epoch(train) [41][1600/2503] lr: 4.3517e-01 eta: 1 day, 1:23:52 time: 0.1265 data_time: 0.0023 loss: 2.2818 03/09 04:32:18 - mmengine - INFO - Epoch(train) [41][1700/2503] lr: 4.3510e-01 eta: 1 day, 1:23:40 time: 0.1768 data_time: 0.0024 loss: 2.3841 03/09 04:32:31 - mmengine - INFO - Epoch(train) [41][1800/2503] lr: 4.3503e-01 eta: 1 day, 1:23:21 time: 0.0994 data_time: 0.0025 loss: 2.1663 03/09 04:32:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:32:45 - mmengine - INFO - Epoch(train) [41][1900/2503] lr: 4.3497e-01 eta: 1 day, 1:23:03 time: 0.1301 data_time: 0.0023 loss: 2.4026 03/09 04:32:58 - mmengine - INFO - Epoch(train) [41][2000/2503] lr: 4.3490e-01 eta: 1 day, 1:22:45 time: 0.1433 data_time: 0.0025 loss: 2.3018 03/09 04:33:12 - mmengine - INFO - Epoch(train) [41][2100/2503] lr: 4.3483e-01 eta: 1 day, 1:22:29 time: 0.1407 data_time: 0.0195 loss: 2.4903 03/09 04:33:26 - mmengine - INFO - Epoch(train) [41][2200/2503] lr: 4.3476e-01 eta: 1 day, 1:22:10 time: 0.1368 data_time: 0.0022 loss: 2.3737 03/09 04:33:39 - mmengine - INFO - Epoch(train) [41][2300/2503] lr: 4.3470e-01 eta: 1 day, 1:21:55 time: 0.1518 data_time: 0.0023 loss: 2.2515 03/09 04:33:53 - mmengine - INFO - Epoch(train) [41][2400/2503] lr: 4.3463e-01 eta: 1 day, 1:21:39 time: 0.1376 data_time: 0.0024 loss: 2.3273 03/09 04:34:07 - mmengine - INFO - Epoch(train) [41][2500/2503] lr: 4.3456e-01 eta: 1 day, 1:21:21 time: 0.1230 data_time: 0.0037 loss: 2.3701 03/09 04:34:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:34:07 - mmengine - INFO - Saving checkpoint at 41 epochs 03/09 04:34:33 - mmengine - INFO - Epoch(val) [41][98/98] accuracy/top1: 52.4740 accuracy/top5: 76.9860 03/09 04:34:48 - mmengine - INFO - Epoch(train) [42][ 100/2503] lr: 4.3449e-01 eta: 1 day, 1:21:11 time: 0.1532 data_time: 0.0026 loss: 2.2926 03/09 04:35:02 - mmengine - INFO - Epoch(train) [42][ 200/2503] lr: 4.3443e-01 eta: 1 day, 1:20:55 time: 0.1578 data_time: 0.0025 loss: 2.2262 03/09 04:35:15 - mmengine - INFO - Epoch(train) [42][ 300/2503] lr: 4.3436e-01 eta: 1 day, 1:20:38 time: 0.1354 data_time: 0.0024 loss: 2.3664 03/09 04:35:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:35:28 - mmengine - INFO - Epoch(train) [42][ 400/2503] lr: 4.3429e-01 eta: 1 day, 1:20:19 time: 0.1067 data_time: 0.0025 loss: 2.3219 03/09 04:35:42 - mmengine - INFO - Epoch(train) [42][ 500/2503] lr: 4.3423e-01 eta: 1 day, 1:20:03 time: 0.1323 data_time: 0.0024 loss: 2.3745 03/09 04:35:56 - mmengine - INFO - Epoch(train) [42][ 600/2503] lr: 4.3416e-01 eta: 1 day, 1:19:44 time: 0.1352 data_time: 0.0023 loss: 2.3904 03/09 04:36:10 - mmengine - INFO - Epoch(train) [42][ 700/2503] lr: 4.3409e-01 eta: 1 day, 1:19:32 time: 0.1439 data_time: 0.0024 loss: 2.2004 03/09 04:36:24 - mmengine - INFO - Epoch(train) [42][ 800/2503] lr: 4.3402e-01 eta: 1 day, 1:19:18 time: 0.1968 data_time: 0.0025 loss: 2.5006 03/09 04:36:38 - mmengine - INFO - Epoch(train) [42][ 900/2503] lr: 4.3396e-01 eta: 1 day, 1:19:02 time: 0.1751 data_time: 0.0024 loss: 2.2588 03/09 04:36:52 - mmengine - INFO - Epoch(train) [42][1000/2503] lr: 4.3389e-01 eta: 1 day, 1:18:45 time: 0.1540 data_time: 0.0026 loss: 2.5706 03/09 04:37:05 - mmengine - INFO - Epoch(train) [42][1100/2503] lr: 4.3382e-01 eta: 1 day, 1:18:28 time: 0.1263 data_time: 0.0026 loss: 2.3281 03/09 04:37:19 - mmengine - INFO - Epoch(train) [42][1200/2503] lr: 4.3376e-01 eta: 1 day, 1:18:10 time: 0.0952 data_time: 0.0028 loss: 2.3281 03/09 04:37:33 - mmengine - INFO - Epoch(train) [42][1300/2503] lr: 4.3369e-01 eta: 1 day, 1:17:53 time: 0.0993 data_time: 0.0097 loss: 2.4386 03/09 04:37:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:37:46 - mmengine - INFO - Epoch(train) [42][1400/2503] lr: 4.3362e-01 eta: 1 day, 1:17:37 time: 0.1336 data_time: 0.0024 loss: 2.2156 03/09 04:38:01 - mmengine - INFO - Epoch(train) [42][1500/2503] lr: 4.3356e-01 eta: 1 day, 1:17:23 time: 0.1554 data_time: 0.0024 loss: 2.3361 03/09 04:38:14 - mmengine - INFO - Epoch(train) [42][1600/2503] lr: 4.3349e-01 eta: 1 day, 1:17:04 time: 0.1457 data_time: 0.0024 loss: 2.4592 03/09 04:38:28 - mmengine - INFO - Epoch(train) [42][1700/2503] lr: 4.3342e-01 eta: 1 day, 1:16:49 time: 0.1563 data_time: 0.0023 loss: 2.3576 03/09 04:38:41 - mmengine - INFO - Epoch(train) [42][1800/2503] lr: 4.3335e-01 eta: 1 day, 1:16:31 time: 0.1223 data_time: 0.0048 loss: 2.3450 03/09 04:38:55 - mmengine - INFO - Epoch(train) [42][1900/2503] lr: 4.3329e-01 eta: 1 day, 1:16:14 time: 0.1464 data_time: 0.0023 loss: 2.3483 03/09 04:39:08 - mmengine - INFO - Epoch(train) [42][2000/2503] lr: 4.3322e-01 eta: 1 day, 1:15:56 time: 0.1107 data_time: 0.0024 loss: 2.2862 03/09 04:39:22 - mmengine - INFO - Epoch(train) [42][2100/2503] lr: 4.3315e-01 eta: 1 day, 1:15:40 time: 0.1415 data_time: 0.0026 loss: 2.4950 03/09 04:39:36 - mmengine - INFO - Epoch(train) [42][2200/2503] lr: 4.3309e-01 eta: 1 day, 1:15:24 time: 0.1745 data_time: 0.0265 loss: 2.3628 03/09 04:39:49 - mmengine - INFO - Epoch(train) [42][2300/2503] lr: 4.3302e-01 eta: 1 day, 1:15:05 time: 0.1315 data_time: 0.0027 loss: 2.3263 03/09 04:40:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:40:03 - mmengine - INFO - Epoch(train) [42][2400/2503] lr: 4.3295e-01 eta: 1 day, 1:14:50 time: 0.1333 data_time: 0.0026 loss: 2.4233 03/09 04:40:17 - mmengine - INFO - Epoch(train) [42][2500/2503] lr: 4.3289e-01 eta: 1 day, 1:14:34 time: 0.1133 data_time: 0.0058 loss: 2.4274 03/09 04:40:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:40:17 - mmengine - INFO - Saving checkpoint at 42 epochs 03/09 04:40:45 - mmengine - INFO - Epoch(val) [42][98/98] accuracy/top1: 51.4560 accuracy/top5: 76.2040 03/09 04:41:00 - mmengine - INFO - Epoch(train) [43][ 100/2503] lr: 4.3282e-01 eta: 1 day, 1:14:22 time: 0.0920 data_time: 0.0030 loss: 2.3277 03/09 04:41:13 - mmengine - INFO - Epoch(train) [43][ 200/2503] lr: 4.3275e-01 eta: 1 day, 1:14:05 time: 0.0912 data_time: 0.0026 loss: 2.3335 03/09 04:41:27 - mmengine - INFO - Epoch(train) [43][ 300/2503] lr: 4.3268e-01 eta: 1 day, 1:13:51 time: 0.1451 data_time: 0.0027 loss: 2.3574 03/09 04:41:41 - mmengine - INFO - Epoch(train) [43][ 400/2503] lr: 4.3261e-01 eta: 1 day, 1:13:36 time: 0.1383 data_time: 0.0023 loss: 2.3721 03/09 04:41:55 - mmengine - INFO - Epoch(train) [43][ 500/2503] lr: 4.3255e-01 eta: 1 day, 1:13:17 time: 0.1152 data_time: 0.0025 loss: 2.3238 03/09 04:42:08 - mmengine - INFO - Epoch(train) [43][ 600/2503] lr: 4.3248e-01 eta: 1 day, 1:12:59 time: 0.1265 data_time: 0.0025 loss: 2.5154 03/09 04:42:22 - mmengine - INFO - Epoch(train) [43][ 700/2503] lr: 4.3241e-01 eta: 1 day, 1:12:44 time: 0.1431 data_time: 0.0023 loss: 2.3286 03/09 04:42:36 - mmengine - INFO - Epoch(train) [43][ 800/2503] lr: 4.3235e-01 eta: 1 day, 1:12:27 time: 0.1532 data_time: 0.0027 loss: 2.4638 03/09 04:42:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:42:50 - mmengine - INFO - Epoch(train) [43][ 900/2503] lr: 4.3228e-01 eta: 1 day, 1:12:14 time: 0.1482 data_time: 0.0024 loss: 2.3681 03/09 04:43:03 - mmengine - INFO - Epoch(train) [43][1000/2503] lr: 4.3221e-01 eta: 1 day, 1:11:55 time: 0.1498 data_time: 0.0024 loss: 2.3388 03/09 04:43:17 - mmengine - INFO - Epoch(train) [43][1100/2503] lr: 4.3215e-01 eta: 1 day, 1:11:36 time: 0.1197 data_time: 0.0267 loss: 2.3532 03/09 04:43:31 - mmengine - INFO - Epoch(train) [43][1200/2503] lr: 4.3208e-01 eta: 1 day, 1:11:20 time: 0.1457 data_time: 0.0025 loss: 2.4818 03/09 04:43:44 - mmengine - INFO - Epoch(train) [43][1300/2503] lr: 4.3201e-01 eta: 1 day, 1:11:02 time: 0.1280 data_time: 0.0023 loss: 2.3981 03/09 04:43:58 - mmengine - INFO - Epoch(train) [43][1400/2503] lr: 4.3194e-01 eta: 1 day, 1:10:45 time: 0.1642 data_time: 0.0025 loss: 2.4817 03/09 04:44:11 - mmengine - INFO - Epoch(train) [43][1500/2503] lr: 4.3188e-01 eta: 1 day, 1:10:28 time: 0.1142 data_time: 0.0025 loss: 2.2409 03/09 04:44:25 - mmengine - INFO - Epoch(train) [43][1600/2503] lr: 4.3181e-01 eta: 1 day, 1:10:12 time: 0.1345 data_time: 0.0024 loss: 2.4032 03/09 04:44:39 - mmengine - INFO - Epoch(train) [43][1700/2503] lr: 4.3174e-01 eta: 1 day, 1:09:57 time: 0.1549 data_time: 0.0025 loss: 2.1671 03/09 04:44:52 - mmengine - INFO - Epoch(train) [43][1800/2503] lr: 4.3168e-01 eta: 1 day, 1:09:38 time: 0.1411 data_time: 0.0025 loss: 2.3819 03/09 04:45:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:45:06 - mmengine - INFO - Epoch(train) [43][1900/2503] lr: 4.3161e-01 eta: 1 day, 1:09:22 time: 0.0997 data_time: 0.0025 loss: 2.3559 03/09 04:45:20 - mmengine - INFO - Epoch(train) [43][2000/2503] lr: 4.3154e-01 eta: 1 day, 1:09:06 time: 0.1151 data_time: 0.0023 loss: 2.5152 03/09 04:45:34 - mmengine - INFO - Epoch(train) [43][2100/2503] lr: 4.3148e-01 eta: 1 day, 1:08:50 time: 0.1541 data_time: 0.0026 loss: 2.2950 03/09 04:45:47 - mmengine - INFO - Epoch(train) [43][2200/2503] lr: 4.3141e-01 eta: 1 day, 1:08:34 time: 0.1512 data_time: 0.0106 loss: 2.3344 03/09 04:46:01 - mmengine - INFO - Epoch(train) [43][2300/2503] lr: 4.3134e-01 eta: 1 day, 1:08:18 time: 0.1501 data_time: 0.0024 loss: 2.3293 03/09 04:46:15 - mmengine - INFO - Epoch(train) [43][2400/2503] lr: 4.3127e-01 eta: 1 day, 1:08:01 time: 0.1344 data_time: 0.0025 loss: 2.2554 03/09 04:46:28 - mmengine - INFO - Epoch(train) [43][2500/2503] lr: 4.3121e-01 eta: 1 day, 1:07:43 time: 0.1383 data_time: 0.0024 loss: 2.5148 03/09 04:46:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:46:29 - mmengine - INFO - Saving checkpoint at 43 epochs 03/09 04:46:56 - mmengine - INFO - Epoch(val) [43][98/98] accuracy/top1: 51.3720 accuracy/top5: 76.2520 03/09 04:47:11 - mmengine - INFO - Epoch(train) [44][ 100/2503] lr: 4.3114e-01 eta: 1 day, 1:07:31 time: 0.1308 data_time: 0.0025 loss: 2.2578 03/09 04:47:25 - mmengine - INFO - Epoch(train) [44][ 200/2503] lr: 4.3107e-01 eta: 1 day, 1:07:15 time: 0.1279 data_time: 0.0024 loss: 2.2719 03/09 04:47:39 - mmengine - INFO - Epoch(train) [44][ 300/2503] lr: 4.3100e-01 eta: 1 day, 1:07:01 time: 0.1728 data_time: 0.0025 loss: 2.4036 03/09 04:47:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:47:52 - mmengine - INFO - Epoch(train) [44][ 400/2503] lr: 4.3094e-01 eta: 1 day, 1:06:44 time: 0.1363 data_time: 0.0024 loss: 2.3781 03/09 04:48:06 - mmengine - INFO - Epoch(train) [44][ 500/2503] lr: 4.3087e-01 eta: 1 day, 1:06:28 time: 0.1580 data_time: 0.0397 loss: 2.2137 03/09 04:48:20 - mmengine - INFO - Epoch(train) [44][ 600/2503] lr: 4.3080e-01 eta: 1 day, 1:06:10 time: 0.1264 data_time: 0.0027 loss: 2.2481 03/09 04:48:33 - mmengine - INFO - Epoch(train) [44][ 700/2503] lr: 4.3074e-01 eta: 1 day, 1:05:54 time: 0.1649 data_time: 0.0724 loss: 2.2446 03/09 04:48:46 - mmengine - INFO - Epoch(train) [44][ 800/2503] lr: 4.3067e-01 eta: 1 day, 1:05:34 time: 0.1017 data_time: 0.0026 loss: 2.2358 03/09 04:49:00 - mmengine - INFO - Epoch(train) [44][ 900/2503] lr: 4.3060e-01 eta: 1 day, 1:05:17 time: 0.1067 data_time: 0.0025 loss: 2.2574 03/09 04:49:14 - mmengine - INFO - Epoch(train) [44][1000/2503] lr: 4.3053e-01 eta: 1 day, 1:05:02 time: 0.1067 data_time: 0.0025 loss: 2.3152 03/09 04:49:28 - mmengine - INFO - Epoch(train) [44][1100/2503] lr: 4.3047e-01 eta: 1 day, 1:04:46 time: 0.1268 data_time: 0.0025 loss: 2.3180 03/09 04:49:41 - mmengine - INFO - Epoch(train) [44][1200/2503] lr: 4.3040e-01 eta: 1 day, 1:04:28 time: 0.1183 data_time: 0.0025 loss: 2.3546 03/09 04:49:55 - mmengine - INFO - Epoch(train) [44][1300/2503] lr: 4.3033e-01 eta: 1 day, 1:04:12 time: 0.1773 data_time: 0.0025 loss: 2.4540 03/09 04:50:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:50:09 - mmengine - INFO - Epoch(train) [44][1400/2503] lr: 4.3027e-01 eta: 1 day, 1:03:56 time: 0.1216 data_time: 0.0024 loss: 2.2248 03/09 04:50:22 - mmengine - INFO - Epoch(train) [44][1500/2503] lr: 4.3020e-01 eta: 1 day, 1:03:39 time: 0.1345 data_time: 0.0068 loss: 2.4717 03/09 04:50:36 - mmengine - INFO - Epoch(train) [44][1600/2503] lr: 4.3013e-01 eta: 1 day, 1:03:22 time: 0.1270 data_time: 0.0024 loss: 2.3508 03/09 04:50:50 - mmengine - INFO - Epoch(train) [44][1700/2503] lr: 4.3007e-01 eta: 1 day, 1:03:06 time: 0.1687 data_time: 0.0025 loss: 2.2812 03/09 04:51:03 - mmengine - INFO - Epoch(train) [44][1800/2503] lr: 4.3000e-01 eta: 1 day, 1:02:48 time: 0.1337 data_time: 0.0024 loss: 2.4411 03/09 04:51:17 - mmengine - INFO - Epoch(train) [44][1900/2503] lr: 4.2993e-01 eta: 1 day, 1:02:32 time: 0.1513 data_time: 0.0024 loss: 2.3985 03/09 04:51:30 - mmengine - INFO - Epoch(train) [44][2000/2503] lr: 4.2986e-01 eta: 1 day, 1:02:14 time: 0.1373 data_time: 0.0023 loss: 2.3740 03/09 04:51:44 - mmengine - INFO - Epoch(train) [44][2100/2503] lr: 4.2980e-01 eta: 1 day, 1:01:56 time: 0.1387 data_time: 0.0025 loss: 2.3888 03/09 04:51:58 - mmengine - INFO - Epoch(train) [44][2200/2503] lr: 4.2973e-01 eta: 1 day, 1:01:45 time: 0.1655 data_time: 0.0021 loss: 2.2576 03/09 04:52:12 - mmengine - INFO - Epoch(train) [44][2300/2503] lr: 4.2966e-01 eta: 1 day, 1:01:26 time: 0.1109 data_time: 0.0025 loss: 2.4097 03/09 04:52:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:52:26 - mmengine - INFO - Epoch(train) [44][2400/2503] lr: 4.2960e-01 eta: 1 day, 1:01:12 time: 0.1648 data_time: 0.0023 loss: 2.4500 03/09 04:52:39 - mmengine - INFO - Epoch(train) [44][2500/2503] lr: 4.2953e-01 eta: 1 day, 1:00:50 time: 0.0946 data_time: 0.0038 loss: 2.4238 03/09 04:52:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:52:39 - mmengine - INFO - Saving checkpoint at 44 epochs 03/09 04:53:06 - mmengine - INFO - Epoch(val) [44][98/98] accuracy/top1: 51.8140 accuracy/top5: 76.6900 03/09 04:53:20 - mmengine - INFO - Epoch(train) [45][ 100/2503] lr: 4.2946e-01 eta: 1 day, 1:00:39 time: 0.1356 data_time: 0.0029 loss: 2.2717 03/09 04:53:34 - mmengine - INFO - Epoch(train) [45][ 200/2503] lr: 4.2939e-01 eta: 1 day, 1:00:21 time: 0.1235 data_time: 0.0023 loss: 2.3120 03/09 04:53:47 - mmengine - INFO - Epoch(train) [45][ 300/2503] lr: 4.2933e-01 eta: 1 day, 1:00:04 time: 0.1373 data_time: 0.0031 loss: 2.5037 03/09 04:54:01 - mmengine - INFO - Epoch(train) [45][ 400/2503] lr: 4.2926e-01 eta: 1 day, 0:59:47 time: 0.1439 data_time: 0.0023 loss: 2.3714 03/09 04:54:14 - mmengine - INFO - Epoch(train) [45][ 500/2503] lr: 4.2919e-01 eta: 1 day, 0:59:29 time: 0.1380 data_time: 0.0027 loss: 2.1551 03/09 04:54:28 - mmengine - INFO - Epoch(train) [45][ 600/2503] lr: 4.2913e-01 eta: 1 day, 0:59:11 time: 0.1257 data_time: 0.0025 loss: 2.4272 03/09 04:54:41 - mmengine - INFO - Epoch(train) [45][ 700/2503] lr: 4.2906e-01 eta: 1 day, 0:58:53 time: 0.1211 data_time: 0.0023 loss: 2.1375 03/09 04:54:55 - mmengine - INFO - Epoch(train) [45][ 800/2503] lr: 4.2899e-01 eta: 1 day, 0:58:35 time: 0.1122 data_time: 0.0025 loss: 2.3151 03/09 04:55:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:55:08 - mmengine - INFO - Epoch(train) [45][ 900/2503] lr: 4.2892e-01 eta: 1 day, 0:58:19 time: 0.1478 data_time: 0.0023 loss: 2.4039 03/09 04:55:22 - mmengine - INFO - Epoch(train) [45][1000/2503] lr: 4.2886e-01 eta: 1 day, 0:58:03 time: 0.1595 data_time: 0.0023 loss: 2.3354 03/09 04:55:36 - mmengine - INFO - Epoch(train) [45][1100/2503] lr: 4.2879e-01 eta: 1 day, 0:57:45 time: 0.1361 data_time: 0.0022 loss: 2.5198 03/09 04:55:49 - mmengine - INFO - Epoch(train) [45][1200/2503] lr: 4.2872e-01 eta: 1 day, 0:57:28 time: 0.1069 data_time: 0.0024 loss: 2.4727 03/09 04:56:03 - mmengine - INFO - Epoch(train) [45][1300/2503] lr: 4.2866e-01 eta: 1 day, 0:57:14 time: 0.1392 data_time: 0.0044 loss: 2.4151 03/09 04:56:17 - mmengine - INFO - Epoch(train) [45][1400/2503] lr: 4.2859e-01 eta: 1 day, 0:56:57 time: 0.1463 data_time: 0.0023 loss: 2.3728 03/09 04:56:31 - mmengine - INFO - Epoch(train) [45][1500/2503] lr: 4.2852e-01 eta: 1 day, 0:56:41 time: 0.1098 data_time: 0.0025 loss: 2.3279 03/09 04:56:45 - mmengine - INFO - Epoch(train) [45][1600/2503] lr: 4.2845e-01 eta: 1 day, 0:56:28 time: 0.1167 data_time: 0.0023 loss: 2.4297 03/09 04:56:58 - mmengine - INFO - Epoch(train) [45][1700/2503] lr: 4.2839e-01 eta: 1 day, 0:56:10 time: 0.1193 data_time: 0.0109 loss: 2.3724 03/09 04:57:12 - mmengine - INFO - Epoch(train) [45][1800/2503] lr: 4.2832e-01 eta: 1 day, 0:55:56 time: 0.1707 data_time: 0.0025 loss: 2.3801 03/09 04:57:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:57:26 - mmengine - INFO - Epoch(train) [45][1900/2503] lr: 4.2825e-01 eta: 1 day, 0:55:38 time: 0.1199 data_time: 0.0327 loss: 2.2605 03/09 04:57:40 - mmengine - INFO - Epoch(train) [45][2000/2503] lr: 4.2819e-01 eta: 1 day, 0:55:23 time: 0.1556 data_time: 0.0024 loss: 2.4005 03/09 04:57:53 - mmengine - INFO - Epoch(train) [45][2100/2503] lr: 4.2812e-01 eta: 1 day, 0:55:05 time: 0.1434 data_time: 0.0024 loss: 2.3251 03/09 04:58:07 - mmengine - INFO - Epoch(train) [45][2200/2503] lr: 4.2805e-01 eta: 1 day, 0:54:47 time: 0.1473 data_time: 0.0027 loss: 2.2653 03/09 04:58:20 - mmengine - INFO - Epoch(train) [45][2300/2503] lr: 4.2799e-01 eta: 1 day, 0:54:32 time: 0.1481 data_time: 0.0024 loss: 2.7113 03/09 04:58:34 - mmengine - INFO - Epoch(train) [45][2400/2503] lr: 4.2792e-01 eta: 1 day, 0:54:17 time: 0.1415 data_time: 0.0023 loss: 2.3536 03/09 04:58:48 - mmengine - INFO - Epoch(train) [45][2500/2503] lr: 4.2785e-01 eta: 1 day, 0:54:01 time: 0.1419 data_time: 0.0034 loss: 2.3461 03/09 04:58:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 04:58:49 - mmengine - INFO - Saving checkpoint at 45 epochs 03/09 04:59:14 - mmengine - INFO - Epoch(val) [45][98/98] accuracy/top1: 52.4240 accuracy/top5: 77.2140 03/09 04:59:29 - mmengine - INFO - Epoch(train) [46][ 100/2503] lr: 4.2778e-01 eta: 1 day, 0:53:51 time: 0.1428 data_time: 0.0024 loss: 2.3567 03/09 04:59:43 - mmengine - INFO - Epoch(train) [46][ 200/2503] lr: 4.2772e-01 eta: 1 day, 0:53:35 time: 0.1586 data_time: 0.0023 loss: 2.3600 03/09 04:59:57 - mmengine - INFO - Epoch(train) [46][ 300/2503] lr: 4.2765e-01 eta: 1 day, 0:53:19 time: 0.1392 data_time: 0.0213 loss: 2.2831 03/09 05:00:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:00:11 - mmengine - INFO - Epoch(train) [46][ 400/2503] lr: 4.2758e-01 eta: 1 day, 0:53:04 time: 0.1287 data_time: 0.0026 loss: 2.4598 03/09 05:00:25 - mmengine - INFO - Epoch(train) [46][ 500/2503] lr: 4.2751e-01 eta: 1 day, 0:52:50 time: 0.1714 data_time: 0.0024 loss: 2.4119 03/09 05:00:38 - mmengine - INFO - Epoch(train) [46][ 600/2503] lr: 4.2745e-01 eta: 1 day, 0:52:32 time: 0.1367 data_time: 0.0026 loss: 2.4165 03/09 05:00:52 - mmengine - INFO - Epoch(train) [46][ 700/2503] lr: 4.2738e-01 eta: 1 day, 0:52:16 time: 0.1128 data_time: 0.0025 loss: 2.3146 03/09 05:01:06 - mmengine - INFO - Epoch(train) [46][ 800/2503] lr: 4.2731e-01 eta: 1 day, 0:52:00 time: 0.1315 data_time: 0.0024 loss: 2.5103 03/09 05:01:20 - mmengine - INFO - Epoch(train) [46][ 900/2503] lr: 4.2725e-01 eta: 1 day, 0:51:46 time: 0.1541 data_time: 0.0027 loss: 2.1103 03/09 05:01:33 - mmengine - INFO - Epoch(train) [46][1000/2503] lr: 4.2718e-01 eta: 1 day, 0:51:26 time: 0.1495 data_time: 0.0025 loss: 2.2001 03/09 05:01:47 - mmengine - INFO - Epoch(train) [46][1100/2503] lr: 4.2711e-01 eta: 1 day, 0:51:11 time: 0.1610 data_time: 0.0026 loss: 2.2601 03/09 05:02:00 - mmengine - INFO - Epoch(train) [46][1200/2503] lr: 4.2705e-01 eta: 1 day, 0:50:52 time: 0.1110 data_time: 0.0026 loss: 2.3494 03/09 05:02:13 - mmengine - INFO - Epoch(train) [46][1300/2503] lr: 4.2698e-01 eta: 1 day, 0:50:34 time: 0.1237 data_time: 0.0027 loss: 2.1988 03/09 05:02:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:02:27 - mmengine - INFO - Epoch(train) [46][1400/2503] lr: 4.2691e-01 eta: 1 day, 0:50:17 time: 0.1106 data_time: 0.0028 loss: 2.4599 03/09 05:02:41 - mmengine - INFO - Epoch(train) [46][1500/2503] lr: 4.2684e-01 eta: 1 day, 0:50:02 time: 0.1492 data_time: 0.0025 loss: 2.2467 03/09 05:02:54 - mmengine - INFO - Epoch(train) [46][1600/2503] lr: 4.2678e-01 eta: 1 day, 0:49:46 time: 0.1457 data_time: 0.0024 loss: 2.3782 03/09 05:03:08 - mmengine - INFO - Epoch(train) [46][1700/2503] lr: 4.2671e-01 eta: 1 day, 0:49:28 time: 0.1106 data_time: 0.0025 loss: 2.3861 03/09 05:03:21 - mmengine - INFO - Epoch(train) [46][1800/2503] lr: 4.2664e-01 eta: 1 day, 0:49:11 time: 0.1350 data_time: 0.0025 loss: 2.2621 03/09 05:03:36 - mmengine - INFO - Epoch(train) [46][1900/2503] lr: 4.2658e-01 eta: 1 day, 0:48:57 time: 0.1107 data_time: 0.0025 loss: 2.2994 03/09 05:03:49 - mmengine - INFO - Epoch(train) [46][2000/2503] lr: 4.2651e-01 eta: 1 day, 0:48:41 time: 0.1123 data_time: 0.0026 loss: 2.3562 03/09 05:04:03 - mmengine - INFO - Epoch(train) [46][2100/2503] lr: 4.2644e-01 eta: 1 day, 0:48:25 time: 0.1420 data_time: 0.0214 loss: 2.4294 03/09 05:04:16 - mmengine - INFO - Epoch(train) [46][2200/2503] lr: 4.2637e-01 eta: 1 day, 0:48:08 time: 0.1285 data_time: 0.0026 loss: 2.4541 03/09 05:04:30 - mmengine - INFO - Epoch(train) [46][2300/2503] lr: 4.2631e-01 eta: 1 day, 0:47:53 time: 0.1533 data_time: 0.0024 loss: 2.2409 03/09 05:04:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:04:44 - mmengine - INFO - Epoch(train) [46][2400/2503] lr: 4.2624e-01 eta: 1 day, 0:47:35 time: 0.1490 data_time: 0.0026 loss: 2.3466 03/09 05:04:57 - mmengine - INFO - Epoch(train) [46][2500/2503] lr: 4.2617e-01 eta: 1 day, 0:47:19 time: 0.0913 data_time: 0.0026 loss: 2.3354 03/09 05:04:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:04:58 - mmengine - INFO - Saving checkpoint at 46 epochs 03/09 05:05:24 - mmengine - INFO - Epoch(val) [46][98/98] accuracy/top1: 52.2620 accuracy/top5: 77.1120 03/09 05:05:39 - mmengine - INFO - Epoch(train) [47][ 100/2503] lr: 4.2610e-01 eta: 1 day, 0:47:11 time: 0.1295 data_time: 0.0024 loss: 2.3893 03/09 05:05:53 - mmengine - INFO - Epoch(train) [47][ 200/2503] lr: 4.2604e-01 eta: 1 day, 0:46:54 time: 0.1424 data_time: 0.0026 loss: 2.2695 03/09 05:06:07 - mmengine - INFO - Epoch(train) [47][ 300/2503] lr: 4.2597e-01 eta: 1 day, 0:46:38 time: 0.1481 data_time: 0.0025 loss: 2.3803 03/09 05:06:21 - mmengine - INFO - Epoch(train) [47][ 400/2503] lr: 4.2590e-01 eta: 1 day, 0:46:22 time: 0.1451 data_time: 0.0023 loss: 2.0834 03/09 05:06:34 - mmengine - INFO - Epoch(train) [47][ 500/2503] lr: 4.2584e-01 eta: 1 day, 0:46:06 time: 0.1136 data_time: 0.0025 loss: 2.5011 03/09 05:06:48 - mmengine - INFO - Epoch(train) [47][ 600/2503] lr: 4.2577e-01 eta: 1 day, 0:45:53 time: 0.1535 data_time: 0.0027 loss: 2.3396 03/09 05:07:02 - mmengine - INFO - Epoch(train) [47][ 700/2503] lr: 4.2570e-01 eta: 1 day, 0:45:38 time: 0.1560 data_time: 0.0024 loss: 2.4065 03/09 05:07:16 - mmengine - INFO - Epoch(train) [47][ 800/2503] lr: 4.2564e-01 eta: 1 day, 0:45:19 time: 0.1373 data_time: 0.0023 loss: 2.4976 03/09 05:07:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:07:30 - mmengine - INFO - Epoch(train) [47][ 900/2503] lr: 4.2557e-01 eta: 1 day, 0:45:06 time: 0.1560 data_time: 0.0026 loss: 2.3887 03/09 05:07:44 - mmengine - INFO - Epoch(train) [47][1000/2503] lr: 4.2550e-01 eta: 1 day, 0:44:50 time: 0.1301 data_time: 0.0025 loss: 2.4209 03/09 05:07:57 - mmengine - INFO - Epoch(train) [47][1100/2503] lr: 4.2543e-01 eta: 1 day, 0:44:32 time: 0.1053 data_time: 0.0024 loss: 2.3935 03/09 05:08:10 - mmengine - INFO - Epoch(train) [47][1200/2503] lr: 4.2537e-01 eta: 1 day, 0:44:14 time: 0.1350 data_time: 0.0023 loss: 2.3991 03/09 05:08:24 - mmengine - INFO - Epoch(train) [47][1300/2503] lr: 4.2530e-01 eta: 1 day, 0:43:57 time: 0.1163 data_time: 0.0149 loss: 2.5522 03/09 05:08:38 - mmengine - INFO - Epoch(train) [47][1400/2503] lr: 4.2523e-01 eta: 1 day, 0:43:42 time: 0.1171 data_time: 0.0028 loss: 2.3080 03/09 05:08:51 - mmengine - INFO - Epoch(train) [47][1500/2503] lr: 4.2517e-01 eta: 1 day, 0:43:25 time: 0.1315 data_time: 0.0025 loss: 2.3949 03/09 05:09:05 - mmengine - INFO - Epoch(train) [47][1600/2503] lr: 4.2510e-01 eta: 1 day, 0:43:08 time: 0.1422 data_time: 0.0028 loss: 2.3632 03/09 05:09:18 - mmengine - INFO - Epoch(train) [47][1700/2503] lr: 4.2503e-01 eta: 1 day, 0:42:51 time: 0.1379 data_time: 0.0027 loss: 2.3762 03/09 05:09:32 - mmengine - INFO - Epoch(train) [47][1800/2503] lr: 4.2497e-01 eta: 1 day, 0:42:35 time: 0.0969 data_time: 0.0026 loss: 2.2716 03/09 05:09:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:09:46 - mmengine - INFO - Epoch(train) [47][1900/2503] lr: 4.2490e-01 eta: 1 day, 0:42:18 time: 0.1346 data_time: 0.0027 loss: 2.3921 03/09 05:09:59 - mmengine - INFO - Epoch(train) [47][2000/2503] lr: 4.2483e-01 eta: 1 day, 0:42:02 time: 0.1285 data_time: 0.0027 loss: 2.4972 03/09 05:10:12 - mmengine - INFO - Epoch(train) [47][2100/2503] lr: 4.2476e-01 eta: 1 day, 0:41:43 time: 0.1201 data_time: 0.0144 loss: 2.3790 03/09 05:10:26 - mmengine - INFO - Epoch(train) [47][2200/2503] lr: 4.2470e-01 eta: 1 day, 0:41:27 time: 0.1384 data_time: 0.0026 loss: 2.4325 03/09 05:10:40 - mmengine - INFO - Epoch(train) [47][2300/2503] lr: 4.2463e-01 eta: 1 day, 0:41:11 time: 0.1107 data_time: 0.0027 loss: 2.3664 03/09 05:10:53 - mmengine - INFO - Epoch(train) [47][2400/2503] lr: 4.2456e-01 eta: 1 day, 0:40:54 time: 0.0994 data_time: 0.0026 loss: 2.3381 03/09 05:11:07 - mmengine - INFO - Epoch(train) [47][2500/2503] lr: 4.2450e-01 eta: 1 day, 0:40:39 time: 0.1458 data_time: 0.0043 loss: 2.3663 03/09 05:11:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:11:08 - mmengine - INFO - Saving checkpoint at 47 epochs 03/09 05:11:34 - mmengine - INFO - Epoch(val) [47][98/98] accuracy/top1: 52.2440 accuracy/top5: 77.2120 03/09 05:11:49 - mmengine - INFO - Epoch(train) [48][ 100/2503] lr: 4.2443e-01 eta: 1 day, 0:40:31 time: 0.1542 data_time: 0.0024 loss: 2.0783 03/09 05:12:03 - mmengine - INFO - Epoch(train) [48][ 200/2503] lr: 4.2436e-01 eta: 1 day, 0:40:14 time: 0.1398 data_time: 0.0025 loss: 2.1972 03/09 05:12:16 - mmengine - INFO - Epoch(train) [48][ 300/2503] lr: 4.2429e-01 eta: 1 day, 0:39:59 time: 0.1561 data_time: 0.0023 loss: 2.2905 03/09 05:12:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:12:30 - mmengine - INFO - Epoch(train) [48][ 400/2503] lr: 4.2423e-01 eta: 1 day, 0:39:43 time: 0.1461 data_time: 0.0026 loss: 2.3635 03/09 05:12:44 - mmengine - INFO - Epoch(train) [48][ 500/2503] lr: 4.2416e-01 eta: 1 day, 0:39:26 time: 0.1583 data_time: 0.0024 loss: 2.4194 03/09 05:12:58 - mmengine - INFO - Epoch(train) [48][ 600/2503] lr: 4.2409e-01 eta: 1 day, 0:39:12 time: 0.1637 data_time: 0.0028 loss: 2.3299 03/09 05:13:12 - mmengine - INFO - Epoch(train) [48][ 700/2503] lr: 4.2402e-01 eta: 1 day, 0:38:57 time: 0.1535 data_time: 0.0030 loss: 2.2391 03/09 05:13:25 - mmengine - INFO - Epoch(train) [48][ 800/2503] lr: 4.2396e-01 eta: 1 day, 0:38:39 time: 0.1259 data_time: 0.0024 loss: 2.3776 03/09 05:13:39 - mmengine - INFO - Epoch(train) [48][ 900/2503] lr: 4.2389e-01 eta: 1 day, 0:38:24 time: 0.0986 data_time: 0.0029 loss: 2.3287 03/09 05:13:53 - mmengine - INFO - Epoch(train) [48][1000/2503] lr: 4.2382e-01 eta: 1 day, 0:38:08 time: 0.1189 data_time: 0.0027 loss: 2.3127 03/09 05:14:06 - mmengine - INFO - Epoch(train) [48][1100/2503] lr: 4.2376e-01 eta: 1 day, 0:37:51 time: 0.1235 data_time: 0.0030 loss: 2.3605 03/09 05:14:20 - mmengine - INFO - Epoch(train) [48][1200/2503] lr: 4.2369e-01 eta: 1 day, 0:37:37 time: 0.1532 data_time: 0.0025 loss: 2.2377 03/09 05:14:34 - mmengine - INFO - Epoch(train) [48][1300/2503] lr: 4.2362e-01 eta: 1 day, 0:37:21 time: 0.1750 data_time: 0.0027 loss: 2.4050 03/09 05:14:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:14:48 - mmengine - INFO - Epoch(train) [48][1400/2503] lr: 4.2356e-01 eta: 1 day, 0:37:05 time: 0.1493 data_time: 0.0026 loss: 2.4585 03/09 05:15:01 - mmengine - INFO - Epoch(train) [48][1500/2503] lr: 4.2349e-01 eta: 1 day, 0:36:47 time: 0.1389 data_time: 0.0024 loss: 2.3407 03/09 05:15:15 - mmengine - INFO - Epoch(train) [48][1600/2503] lr: 4.2342e-01 eta: 1 day, 0:36:33 time: 0.1156 data_time: 0.0026 loss: 2.2752 03/09 05:15:29 - mmengine - INFO - Epoch(train) [48][1700/2503] lr: 4.2335e-01 eta: 1 day, 0:36:18 time: 0.1444 data_time: 0.0026 loss: 2.3067 03/09 05:15:43 - mmengine - INFO - Epoch(train) [48][1800/2503] lr: 4.2329e-01 eta: 1 day, 0:36:03 time: 0.1111 data_time: 0.0026 loss: 2.3844 03/09 05:15:56 - mmengine - INFO - Epoch(train) [48][1900/2503] lr: 4.2322e-01 eta: 1 day, 0:35:44 time: 0.1022 data_time: 0.0028 loss: 2.3411 03/09 05:16:09 - mmengine - INFO - Epoch(train) [48][2000/2503] lr: 4.2315e-01 eta: 1 day, 0:35:27 time: 0.1470 data_time: 0.0024 loss: 2.3100 03/09 05:16:23 - mmengine - INFO - Epoch(train) [48][2100/2503] lr: 4.2309e-01 eta: 1 day, 0:35:09 time: 0.1179 data_time: 0.0024 loss: 2.4576 03/09 05:16:37 - mmengine - INFO - Epoch(train) [48][2200/2503] lr: 4.2302e-01 eta: 1 day, 0:34:54 time: 0.1421 data_time: 0.0025 loss: 2.1508 03/09 05:16:50 - mmengine - INFO - Epoch(train) [48][2300/2503] lr: 4.2295e-01 eta: 1 day, 0:34:38 time: 0.1744 data_time: 0.0025 loss: 2.4788 03/09 05:16:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:17:04 - mmengine - INFO - Epoch(train) [48][2400/2503] lr: 4.2289e-01 eta: 1 day, 0:34:22 time: 0.1529 data_time: 0.0025 loss: 2.1961 03/09 05:17:17 - mmengine - INFO - Epoch(train) [48][2500/2503] lr: 4.2282e-01 eta: 1 day, 0:34:03 time: 0.1152 data_time: 0.0030 loss: 2.4292 03/09 05:17:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:17:18 - mmengine - INFO - Saving checkpoint at 48 epochs 03/09 05:17:45 - mmengine - INFO - Epoch(val) [48][98/98] accuracy/top1: 52.3340 accuracy/top5: 77.2620 03/09 05:18:00 - mmengine - INFO - Epoch(train) [49][ 100/2503] lr: 4.2275e-01 eta: 1 day, 0:33:53 time: 0.1507 data_time: 0.0028 loss: 2.4741 03/09 05:18:13 - mmengine - INFO - Epoch(train) [49][ 200/2503] lr: 4.2268e-01 eta: 1 day, 0:33:36 time: 0.1446 data_time: 0.0026 loss: 2.3995 03/09 05:18:27 - mmengine - INFO - Epoch(train) [49][ 300/2503] lr: 4.2261e-01 eta: 1 day, 0:33:21 time: 0.1376 data_time: 0.0027 loss: 2.4564 03/09 05:18:41 - mmengine - INFO - Epoch(train) [49][ 400/2503] lr: 4.2255e-01 eta: 1 day, 0:33:05 time: 0.1388 data_time: 0.0026 loss: 2.4922 03/09 05:18:54 - mmengine - INFO - Epoch(train) [49][ 500/2503] lr: 4.2248e-01 eta: 1 day, 0:32:49 time: 0.1398 data_time: 0.0025 loss: 2.4891 03/09 05:19:08 - mmengine - INFO - Epoch(train) [49][ 600/2503] lr: 4.2241e-01 eta: 1 day, 0:32:34 time: 0.1020 data_time: 0.0026 loss: 2.4246 03/09 05:19:23 - mmengine - INFO - Epoch(train) [49][ 700/2503] lr: 4.2235e-01 eta: 1 day, 0:32:21 time: 0.1279 data_time: 0.0026 loss: 2.3235 03/09 05:19:36 - mmengine - INFO - Epoch(train) [49][ 800/2503] lr: 4.2228e-01 eta: 1 day, 0:32:04 time: 0.1218 data_time: 0.0054 loss: 2.3955 03/09 05:19:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:19:50 - mmengine - INFO - Epoch(train) [49][ 900/2503] lr: 4.2221e-01 eta: 1 day, 0:31:48 time: 0.1255 data_time: 0.0025 loss: 2.2916 03/09 05:20:03 - mmengine - INFO - Epoch(train) [49][1000/2503] lr: 4.2215e-01 eta: 1 day, 0:31:31 time: 0.1166 data_time: 0.0024 loss: 2.2718 03/09 05:20:18 - mmengine - INFO - Epoch(train) [49][1100/2503] lr: 4.2208e-01 eta: 1 day, 0:31:18 time: 0.1318 data_time: 0.0048 loss: 2.3665 03/09 05:20:31 - mmengine - INFO - Epoch(train) [49][1200/2503] lr: 4.2201e-01 eta: 1 day, 0:31:00 time: 0.1626 data_time: 0.0024 loss: 2.4008 03/09 05:20:44 - mmengine - INFO - Epoch(train) [49][1300/2503] lr: 4.2194e-01 eta: 1 day, 0:30:43 time: 0.1485 data_time: 0.0025 loss: 2.3240 03/09 05:20:58 - mmengine - INFO - Epoch(train) [49][1400/2503] lr: 4.2188e-01 eta: 1 day, 0:30:26 time: 0.1359 data_time: 0.0027 loss: 2.4189 03/09 05:21:11 - mmengine - INFO - Epoch(train) [49][1500/2503] lr: 4.2181e-01 eta: 1 day, 0:30:09 time: 0.1435 data_time: 0.0025 loss: 2.2563 03/09 05:21:25 - mmengine - INFO - Epoch(train) [49][1600/2503] lr: 4.2174e-01 eta: 1 day, 0:29:53 time: 0.1450 data_time: 0.0030 loss: 2.2196 03/09 05:21:39 - mmengine - INFO - Epoch(train) [49][1700/2503] lr: 4.2168e-01 eta: 1 day, 0:29:37 time: 0.1233 data_time: 0.0024 loss: 2.4896 03/09 05:21:53 - mmengine - INFO - Epoch(train) [49][1800/2503] lr: 4.2161e-01 eta: 1 day, 0:29:21 time: 0.1466 data_time: 0.0024 loss: 2.4123 03/09 05:22:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:22:06 - mmengine - INFO - Epoch(train) [49][1900/2503] lr: 4.2154e-01 eta: 1 day, 0:29:04 time: 0.1437 data_time: 0.0042 loss: 2.3961 03/09 05:22:20 - mmengine - INFO - Epoch(train) [49][2000/2503] lr: 4.2148e-01 eta: 1 day, 0:28:49 time: 0.1221 data_time: 0.0123 loss: 2.1395 03/09 05:22:34 - mmengine - INFO - Epoch(train) [49][2100/2503] lr: 4.2141e-01 eta: 1 day, 0:28:33 time: 0.1379 data_time: 0.0025 loss: 2.4195 03/09 05:22:47 - mmengine - INFO - Epoch(train) [49][2200/2503] lr: 4.2134e-01 eta: 1 day, 0:28:15 time: 0.1292 data_time: 0.0025 loss: 2.2989 03/09 05:23:01 - mmengine - INFO - Epoch(train) [49][2300/2503] lr: 4.2127e-01 eta: 1 day, 0:27:59 time: 0.1508 data_time: 0.0203 loss: 2.3978 03/09 05:23:14 - mmengine - INFO - Epoch(train) [49][2400/2503] lr: 4.2121e-01 eta: 1 day, 0:27:43 time: 0.1456 data_time: 0.0025 loss: 2.5267 03/09 05:23:28 - mmengine - INFO - Epoch(train) [49][2500/2503] lr: 4.2114e-01 eta: 1 day, 0:27:25 time: 0.0924 data_time: 0.0038 loss: 2.4989 03/09 05:23:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:23:28 - mmengine - INFO - Saving checkpoint at 49 epochs 03/09 05:23:54 - mmengine - INFO - Epoch(val) [49][98/98] accuracy/top1: 52.4760 accuracy/top5: 77.2120 03/09 05:24:08 - mmengine - INFO - Epoch(train) [50][ 100/2503] lr: 4.2107e-01 eta: 1 day, 0:27:12 time: 0.1279 data_time: 0.0026 loss: 2.1393 03/09 05:24:22 - mmengine - INFO - Epoch(train) [50][ 200/2503] lr: 4.2100e-01 eta: 1 day, 0:26:56 time: 0.1503 data_time: 0.0027 loss: 2.2040 03/09 05:24:36 - mmengine - INFO - Epoch(train) [50][ 300/2503] lr: 4.2094e-01 eta: 1 day, 0:26:41 time: 0.1538 data_time: 0.0023 loss: 2.3363 03/09 05:24:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:24:50 - mmengine - INFO - Epoch(train) [50][ 400/2503] lr: 4.2087e-01 eta: 1 day, 0:26:27 time: 0.1178 data_time: 0.0023 loss: 2.1678 03/09 05:25:03 - mmengine - INFO - Epoch(train) [50][ 500/2503] lr: 4.2080e-01 eta: 1 day, 0:26:10 time: 0.1326 data_time: 0.0027 loss: 2.3153 03/09 05:25:17 - mmengine - INFO - Epoch(train) [50][ 600/2503] lr: 4.2074e-01 eta: 1 day, 0:25:55 time: 0.1131 data_time: 0.0026 loss: 2.2716 03/09 05:25:31 - mmengine - INFO - Epoch(train) [50][ 700/2503] lr: 4.2067e-01 eta: 1 day, 0:25:40 time: 0.0962 data_time: 0.0024 loss: 2.3983 03/09 05:25:45 - mmengine - INFO - Epoch(train) [50][ 800/2503] lr: 4.2060e-01 eta: 1 day, 0:25:25 time: 0.1466 data_time: 0.0026 loss: 2.5129 03/09 05:26:00 - mmengine - INFO - Epoch(train) [50][ 900/2503] lr: 4.2053e-01 eta: 1 day, 0:25:14 time: 0.1697 data_time: 0.0025 loss: 2.2839 03/09 05:26:13 - mmengine - INFO - Epoch(train) [50][1000/2503] lr: 4.2047e-01 eta: 1 day, 0:24:56 time: 0.1239 data_time: 0.0025 loss: 2.3453 03/09 05:26:26 - mmengine - INFO - Epoch(train) [50][1100/2503] lr: 4.2040e-01 eta: 1 day, 0:24:39 time: 0.1099 data_time: 0.0024 loss: 2.2659 03/09 05:26:40 - mmengine - INFO - Epoch(train) [50][1200/2503] lr: 4.2033e-01 eta: 1 day, 0:24:24 time: 0.1095 data_time: 0.0025 loss: 2.4776 03/09 05:26:54 - mmengine - INFO - Epoch(train) [50][1300/2503] lr: 4.2027e-01 eta: 1 day, 0:24:10 time: 0.1685 data_time: 0.0022 loss: 2.3594 03/09 05:27:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:27:07 - mmengine - INFO - Epoch(train) [50][1400/2503] lr: 4.2020e-01 eta: 1 day, 0:23:51 time: 0.1670 data_time: 0.0025 loss: 2.5074 03/09 05:27:21 - mmengine - INFO - Epoch(train) [50][1500/2503] lr: 4.2013e-01 eta: 1 day, 0:23:34 time: 0.1294 data_time: 0.0026 loss: 2.3364 03/09 05:27:35 - mmengine - INFO - Epoch(train) [50][1600/2503] lr: 4.2007e-01 eta: 1 day, 0:23:21 time: 0.1526 data_time: 0.0027 loss: 2.3543 03/09 05:27:49 - mmengine - INFO - Epoch(train) [50][1700/2503] lr: 4.2000e-01 eta: 1 day, 0:23:06 time: 0.1471 data_time: 0.0028 loss: 2.3500 03/09 05:28:02 - mmengine - INFO - Epoch(train) [50][1800/2503] lr: 4.1993e-01 eta: 1 day, 0:22:49 time: 0.1193 data_time: 0.0025 loss: 2.3576 03/09 05:28:16 - mmengine - INFO - Epoch(train) [50][1900/2503] lr: 4.1986e-01 eta: 1 day, 0:22:33 time: 0.1299 data_time: 0.0024 loss: 2.2512 03/09 05:28:30 - mmengine - INFO - Epoch(train) [50][2000/2503] lr: 4.1980e-01 eta: 1 day, 0:22:17 time: 0.1497 data_time: 0.0026 loss: 2.2874 03/09 05:28:43 - mmengine - INFO - Epoch(train) [50][2100/2503] lr: 4.1973e-01 eta: 1 day, 0:22:00 time: 0.1311 data_time: 0.0025 loss: 2.3329 03/09 05:28:57 - mmengine - INFO - Epoch(train) [50][2200/2503] lr: 4.1966e-01 eta: 1 day, 0:21:44 time: 0.1188 data_time: 0.0026 loss: 2.1894 03/09 05:29:10 - mmengine - INFO - Epoch(train) [50][2300/2503] lr: 4.1960e-01 eta: 1 day, 0:21:28 time: 0.1406 data_time: 0.0024 loss: 2.2956 03/09 05:29:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:29:24 - mmengine - INFO - Epoch(train) [50][2400/2503] lr: 4.1953e-01 eta: 1 day, 0:21:11 time: 0.1381 data_time: 0.0024 loss: 2.2490 03/09 05:29:37 - mmengine - INFO - Epoch(train) [50][2500/2503] lr: 4.1946e-01 eta: 1 day, 0:20:54 time: 0.1249 data_time: 0.0036 loss: 2.3328 03/09 05:29:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:29:38 - mmengine - INFO - Saving checkpoint at 50 epochs 03/09 05:30:03 - mmengine - INFO - Epoch(val) [50][98/98] accuracy/top1: 51.7380 accuracy/top5: 76.6400 03/09 05:30:18 - mmengine - INFO - Epoch(train) [51][ 100/2503] lr: 4.1939e-01 eta: 1 day, 0:20:43 time: 0.0957 data_time: 0.0027 loss: 2.3014 03/09 05:30:33 - mmengine - INFO - Epoch(train) [51][ 200/2503] lr: 4.1933e-01 eta: 1 day, 0:20:30 time: 0.1688 data_time: 0.0025 loss: 2.0609 03/09 05:30:46 - mmengine - INFO - Epoch(train) [51][ 300/2503] lr: 4.1926e-01 eta: 1 day, 0:20:13 time: 0.1097 data_time: 0.0025 loss: 2.4083 03/09 05:30:59 - mmengine - INFO - Epoch(train) [51][ 400/2503] lr: 4.1919e-01 eta: 1 day, 0:19:56 time: 0.1307 data_time: 0.0026 loss: 2.4384 03/09 05:31:13 - mmengine - INFO - Epoch(train) [51][ 500/2503] lr: 4.1913e-01 eta: 1 day, 0:19:40 time: 0.1261 data_time: 0.0025 loss: 2.3485 03/09 05:31:26 - mmengine - INFO - Epoch(train) [51][ 600/2503] lr: 4.1906e-01 eta: 1 day, 0:19:22 time: 0.1376 data_time: 0.0024 loss: 2.3471 03/09 05:31:40 - mmengine - INFO - Epoch(train) [51][ 700/2503] lr: 4.1899e-01 eta: 1 day, 0:19:07 time: 0.1440 data_time: 0.0027 loss: 2.4265 03/09 05:31:54 - mmengine - INFO - Epoch(train) [51][ 800/2503] lr: 4.1892e-01 eta: 1 day, 0:18:51 time: 0.1658 data_time: 0.0026 loss: 2.4124 03/09 05:32:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:32:07 - mmengine - INFO - Epoch(train) [51][ 900/2503] lr: 4.1886e-01 eta: 1 day, 0:18:32 time: 0.1194 data_time: 0.0026 loss: 2.3519 03/09 05:32:21 - mmengine - INFO - Epoch(train) [51][1000/2503] lr: 4.1879e-01 eta: 1 day, 0:18:17 time: 0.1411 data_time: 0.0027 loss: 2.4548 03/09 05:32:34 - mmengine - INFO - Epoch(train) [51][1100/2503] lr: 4.1872e-01 eta: 1 day, 0:18:01 time: 0.1327 data_time: 0.0027 loss: 2.3411 03/09 05:32:48 - mmengine - INFO - Epoch(train) [51][1200/2503] lr: 4.1866e-01 eta: 1 day, 0:17:45 time: 0.1405 data_time: 0.0024 loss: 2.3529 03/09 05:33:02 - mmengine - INFO - Epoch(train) [51][1300/2503] lr: 4.1859e-01 eta: 1 day, 0:17:28 time: 0.1401 data_time: 0.0026 loss: 2.3549 03/09 05:33:15 - mmengine - INFO - Epoch(train) [51][1400/2503] lr: 4.1852e-01 eta: 1 day, 0:17:12 time: 0.1582 data_time: 0.0027 loss: 2.4130 03/09 05:33:29 - mmengine - INFO - Epoch(train) [51][1500/2503] lr: 4.1845e-01 eta: 1 day, 0:16:58 time: 0.1445 data_time: 0.0024 loss: 2.3708 03/09 05:33:43 - mmengine - INFO - Epoch(train) [51][1600/2503] lr: 4.1839e-01 eta: 1 day, 0:16:41 time: 0.1334 data_time: 0.0024 loss: 2.3374 03/09 05:33:56 - mmengine - INFO - Epoch(train) [51][1700/2503] lr: 4.1832e-01 eta: 1 day, 0:16:24 time: 0.1506 data_time: 0.0026 loss: 2.2027 03/09 05:34:10 - mmengine - INFO - Epoch(train) [51][1800/2503] lr: 4.1825e-01 eta: 1 day, 0:16:08 time: 0.1246 data_time: 0.0027 loss: 2.3721 03/09 05:34:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:34:23 - mmengine - INFO - Epoch(train) [51][1900/2503] lr: 4.1819e-01 eta: 1 day, 0:15:51 time: 0.1259 data_time: 0.0326 loss: 2.3704 03/09 05:34:37 - mmengine - INFO - Epoch(train) [51][2000/2503] lr: 4.1812e-01 eta: 1 day, 0:15:34 time: 0.1176 data_time: 0.0026 loss: 2.3798 03/09 05:34:50 - mmengine - INFO - Epoch(train) [51][2100/2503] lr: 4.1805e-01 eta: 1 day, 0:15:18 time: 0.1692 data_time: 0.0026 loss: 2.2736 03/09 05:35:04 - mmengine - INFO - Epoch(train) [51][2200/2503] lr: 4.1799e-01 eta: 1 day, 0:15:01 time: 0.1327 data_time: 0.0024 loss: 2.2819 03/09 05:35:18 - mmengine - INFO - Epoch(train) [51][2300/2503] lr: 4.1792e-01 eta: 1 day, 0:14:46 time: 0.1481 data_time: 0.0026 loss: 2.4328 03/09 05:35:31 - mmengine - INFO - Epoch(train) [51][2400/2503] lr: 4.1785e-01 eta: 1 day, 0:14:28 time: 0.0964 data_time: 0.0026 loss: 2.3558 03/09 05:35:45 - mmengine - INFO - Epoch(train) [51][2500/2503] lr: 4.1778e-01 eta: 1 day, 0:14:14 time: 0.0932 data_time: 0.0028 loss: 2.2823 03/09 05:35:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:35:45 - mmengine - INFO - Saving checkpoint at 51 epochs 03/09 05:36:10 - mmengine - INFO - Epoch(val) [51][98/98] accuracy/top1: 51.4100 accuracy/top5: 76.5620 03/09 05:36:25 - mmengine - INFO - Epoch(train) [52][ 100/2503] lr: 4.1772e-01 eta: 1 day, 0:14:04 time: 0.1432 data_time: 0.0025 loss: 2.2245 03/09 05:36:39 - mmengine - INFO - Epoch(train) [52][ 200/2503] lr: 4.1765e-01 eta: 1 day, 0:13:50 time: 0.1591 data_time: 0.0027 loss: 2.4316 03/09 05:36:53 - mmengine - INFO - Epoch(train) [52][ 300/2503] lr: 4.1758e-01 eta: 1 day, 0:13:36 time: 0.1389 data_time: 0.0026 loss: 2.1959 03/09 05:37:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:37:07 - mmengine - INFO - Epoch(train) [52][ 400/2503] lr: 4.1751e-01 eta: 1 day, 0:13:20 time: 0.1216 data_time: 0.0023 loss: 2.2583 03/09 05:37:21 - mmengine - INFO - Epoch(train) [52][ 500/2503] lr: 4.1745e-01 eta: 1 day, 0:13:07 time: 0.1264 data_time: 0.0026 loss: 2.2250 03/09 05:37:35 - mmengine - INFO - Epoch(train) [52][ 600/2503] lr: 4.1738e-01 eta: 1 day, 0:12:51 time: 0.1377 data_time: 0.0062 loss: 2.2678 03/09 05:37:48 - mmengine - INFO - Epoch(train) [52][ 700/2503] lr: 4.1731e-01 eta: 1 day, 0:12:34 time: 0.1272 data_time: 0.0031 loss: 2.3845 03/09 05:38:02 - mmengine - INFO - Epoch(train) [52][ 800/2503] lr: 4.1725e-01 eta: 1 day, 0:12:17 time: 0.0937 data_time: 0.0030 loss: 2.3781 03/09 05:38:16 - mmengine - INFO - Epoch(train) [52][ 900/2503] lr: 4.1718e-01 eta: 1 day, 0:12:02 time: 0.1620 data_time: 0.0028 loss: 2.4210 03/09 05:38:29 - mmengine - INFO - Epoch(train) [52][1000/2503] lr: 4.1711e-01 eta: 1 day, 0:11:45 time: 0.1211 data_time: 0.0032 loss: 2.3219 03/09 05:38:43 - mmengine - INFO - Epoch(train) [52][1100/2503] lr: 4.1705e-01 eta: 1 day, 0:11:31 time: 0.1461 data_time: 0.0026 loss: 2.3729 03/09 05:38:57 - mmengine - INFO - Epoch(train) [52][1200/2503] lr: 4.1698e-01 eta: 1 day, 0:11:17 time: 0.1361 data_time: 0.0024 loss: 2.4779 03/09 05:39:11 - mmengine - INFO - Epoch(train) [52][1300/2503] lr: 4.1691e-01 eta: 1 day, 0:11:00 time: 0.1011 data_time: 0.0087 loss: 2.2311 03/09 05:39:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:39:25 - mmengine - INFO - Epoch(train) [52][1400/2503] lr: 4.1684e-01 eta: 1 day, 0:10:45 time: 0.1410 data_time: 0.0025 loss: 2.3188 03/09 05:39:39 - mmengine - INFO - Epoch(train) [52][1500/2503] lr: 4.1678e-01 eta: 1 day, 0:10:31 time: 0.1378 data_time: 0.0026 loss: 2.2909 03/09 05:39:52 - mmengine - INFO - Epoch(train) [52][1600/2503] lr: 4.1671e-01 eta: 1 day, 0:10:14 time: 0.1498 data_time: 0.0028 loss: 2.4424 03/09 05:40:06 - mmengine - INFO - Epoch(train) [52][1700/2503] lr: 4.1664e-01 eta: 1 day, 0:09:59 time: 0.1599 data_time: 0.0025 loss: 2.2472 03/09 05:40:19 - mmengine - INFO - Epoch(train) [52][1800/2503] lr: 4.1658e-01 eta: 1 day, 0:09:42 time: 0.1318 data_time: 0.0037 loss: 2.4040 03/09 05:40:33 - mmengine - INFO - Epoch(train) [52][1900/2503] lr: 4.1651e-01 eta: 1 day, 0:09:27 time: 0.1223 data_time: 0.0026 loss: 2.3054 03/09 05:40:47 - mmengine - INFO - Epoch(train) [52][2000/2503] lr: 4.1644e-01 eta: 1 day, 0:09:11 time: 0.1420 data_time: 0.0029 loss: 2.5520 03/09 05:41:01 - mmengine - INFO - Epoch(train) [52][2100/2503] lr: 4.1637e-01 eta: 1 day, 0:08:57 time: 0.1704 data_time: 0.0126 loss: 2.3527 03/09 05:41:15 - mmengine - INFO - Epoch(train) [52][2200/2503] lr: 4.1631e-01 eta: 1 day, 0:08:43 time: 0.1549 data_time: 0.0100 loss: 2.3420 03/09 05:41:28 - mmengine - INFO - Epoch(train) [52][2300/2503] lr: 4.1624e-01 eta: 1 day, 0:08:27 time: 0.1206 data_time: 0.0026 loss: 2.3258 03/09 05:41:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:41:42 - mmengine - INFO - Epoch(train) [52][2400/2503] lr: 4.1617e-01 eta: 1 day, 0:08:12 time: 0.1278 data_time: 0.0029 loss: 2.4248 03/09 05:41:56 - mmengine - INFO - Epoch(train) [52][2500/2503] lr: 4.1611e-01 eta: 1 day, 0:07:56 time: 0.1197 data_time: 0.0038 loss: 2.2081 03/09 05:41:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:41:56 - mmengine - INFO - Saving checkpoint at 52 epochs 03/09 05:42:24 - mmengine - INFO - Epoch(val) [52][98/98] accuracy/top1: 51.8220 accuracy/top5: 76.6520 03/09 05:42:39 - mmengine - INFO - Epoch(train) [53][ 100/2503] lr: 4.1604e-01 eta: 1 day, 0:07:46 time: 0.1322 data_time: 0.0226 loss: 2.2931 03/09 05:42:53 - mmengine - INFO - Epoch(train) [53][ 200/2503] lr: 4.1597e-01 eta: 1 day, 0:07:31 time: 0.1454 data_time: 0.0024 loss: 2.4873 03/09 05:43:07 - mmengine - INFO - Epoch(train) [53][ 300/2503] lr: 4.1590e-01 eta: 1 day, 0:07:15 time: 0.1217 data_time: 0.0029 loss: 2.2949 03/09 05:43:20 - mmengine - INFO - Epoch(train) [53][ 400/2503] lr: 4.1584e-01 eta: 1 day, 0:07:00 time: 0.1272 data_time: 0.0027 loss: 2.3409 03/09 05:43:34 - mmengine - INFO - Epoch(train) [53][ 500/2503] lr: 4.1577e-01 eta: 1 day, 0:06:43 time: 0.1495 data_time: 0.0023 loss: 2.2655 03/09 05:43:48 - mmengine - INFO - Epoch(train) [53][ 600/2503] lr: 4.1570e-01 eta: 1 day, 0:06:27 time: 0.1345 data_time: 0.0027 loss: 2.2827 03/09 05:44:01 - mmengine - INFO - Epoch(train) [53][ 700/2503] lr: 4.1564e-01 eta: 1 day, 0:06:09 time: 0.1434 data_time: 0.0024 loss: 2.4049 03/09 05:44:15 - mmengine - INFO - Epoch(train) [53][ 800/2503] lr: 4.1557e-01 eta: 1 day, 0:05:54 time: 0.1291 data_time: 0.0033 loss: 2.2047 03/09 05:44:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:44:28 - mmengine - INFO - Epoch(train) [53][ 900/2503] lr: 4.1550e-01 eta: 1 day, 0:05:38 time: 0.1227 data_time: 0.0025 loss: 2.4486 03/09 05:44:42 - mmengine - INFO - Epoch(train) [53][1000/2503] lr: 4.1543e-01 eta: 1 day, 0:05:22 time: 0.1294 data_time: 0.0026 loss: 2.5146 03/09 05:44:55 - mmengine - INFO - Epoch(train) [53][1100/2503] lr: 4.1537e-01 eta: 1 day, 0:05:05 time: 0.1459 data_time: 0.0026 loss: 2.4662 03/09 05:45:09 - mmengine - INFO - Epoch(train) [53][1200/2503] lr: 4.1530e-01 eta: 1 day, 0:04:48 time: 0.1131 data_time: 0.0026 loss: 2.3699 03/09 05:45:22 - mmengine - INFO - Epoch(train) [53][1300/2503] lr: 4.1523e-01 eta: 1 day, 0:04:32 time: 0.1395 data_time: 0.0026 loss: 2.1607 03/09 05:45:36 - mmengine - INFO - Epoch(train) [53][1400/2503] lr: 4.1517e-01 eta: 1 day, 0:04:17 time: 0.1496 data_time: 0.0455 loss: 2.2070 03/09 05:45:50 - mmengine - INFO - Epoch(train) [53][1500/2503] lr: 4.1510e-01 eta: 1 day, 0:04:00 time: 0.1200 data_time: 0.0024 loss: 2.1948 03/09 05:46:03 - mmengine - INFO - Epoch(train) [53][1600/2503] lr: 4.1503e-01 eta: 1 day, 0:03:45 time: 0.1405 data_time: 0.0026 loss: 2.4453 03/09 05:46:17 - mmengine - INFO - Epoch(train) [53][1700/2503] lr: 4.1497e-01 eta: 1 day, 0:03:29 time: 0.1279 data_time: 0.0332 loss: 2.0796 03/09 05:46:31 - mmengine - INFO - Epoch(train) [53][1800/2503] lr: 4.1490e-01 eta: 1 day, 0:03:14 time: 0.1205 data_time: 0.0027 loss: 2.2868 03/09 05:46:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:46:45 - mmengine - INFO - Epoch(train) [53][1900/2503] lr: 4.1483e-01 eta: 1 day, 0:02:59 time: 0.1163 data_time: 0.0029 loss: 2.3250 03/09 05:46:58 - mmengine - INFO - Epoch(train) [53][2000/2503] lr: 4.1476e-01 eta: 1 day, 0:02:43 time: 0.1200 data_time: 0.0024 loss: 2.3971 03/09 05:47:12 - mmengine - INFO - Epoch(train) [53][2100/2503] lr: 4.1470e-01 eta: 1 day, 0:02:28 time: 0.1664 data_time: 0.0027 loss: 2.4630 03/09 05:47:25 - mmengine - INFO - Epoch(train) [53][2200/2503] lr: 4.1463e-01 eta: 1 day, 0:02:10 time: 0.1117 data_time: 0.0025 loss: 2.2077 03/09 05:47:39 - mmengine - INFO - Epoch(train) [53][2300/2503] lr: 4.1456e-01 eta: 1 day, 0:01:55 time: 0.0987 data_time: 0.0025 loss: 2.1926 03/09 05:47:53 - mmengine - INFO - Epoch(train) [53][2400/2503] lr: 4.1450e-01 eta: 1 day, 0:01:41 time: 0.1367 data_time: 0.0028 loss: 2.3158 03/09 05:48:06 - mmengine - INFO - Epoch(train) [53][2500/2503] lr: 4.1443e-01 eta: 1 day, 0:01:22 time: 0.1098 data_time: 0.0101 loss: 2.2376 03/09 05:48:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:48:07 - mmengine - INFO - Saving checkpoint at 53 epochs 03/09 05:48:33 - mmengine - INFO - Epoch(val) [53][98/98] accuracy/top1: 51.6720 accuracy/top5: 76.7540 03/09 05:48:49 - mmengine - INFO - Epoch(train) [54][ 100/2503] lr: 4.1436e-01 eta: 1 day, 0:01:12 time: 0.1402 data_time: 0.0030 loss: 2.2693 03/09 05:49:02 - mmengine - INFO - Epoch(train) [54][ 200/2503] lr: 4.1429e-01 eta: 1 day, 0:00:55 time: 0.1291 data_time: 0.0032 loss: 2.3649 03/09 05:49:16 - mmengine - INFO - Epoch(train) [54][ 300/2503] lr: 4.1423e-01 eta: 1 day, 0:00:39 time: 0.0997 data_time: 0.0025 loss: 2.1608 03/09 05:49:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:49:29 - mmengine - INFO - Epoch(train) [54][ 400/2503] lr: 4.1416e-01 eta: 1 day, 0:00:23 time: 0.1351 data_time: 0.0028 loss: 2.3146 03/09 05:49:43 - mmengine - INFO - Epoch(train) [54][ 500/2503] lr: 4.1409e-01 eta: 1 day, 0:00:06 time: 0.1301 data_time: 0.0024 loss: 2.3595 03/09 05:49:56 - mmengine - INFO - Epoch(train) [54][ 600/2503] lr: 4.1402e-01 eta: 23:59:51 time: 0.1438 data_time: 0.0027 loss: 2.3881 03/09 05:50:10 - mmengine - INFO - Epoch(train) [54][ 700/2503] lr: 4.1396e-01 eta: 23:59:34 time: 0.1430 data_time: 0.0267 loss: 2.1941 03/09 05:50:24 - mmengine - INFO - Epoch(train) [54][ 800/2503] lr: 4.1389e-01 eta: 23:59:18 time: 0.1797 data_time: 0.0028 loss: 2.3864 03/09 05:50:37 - mmengine - INFO - Epoch(train) [54][ 900/2503] lr: 4.1382e-01 eta: 23:59:02 time: 0.1656 data_time: 0.0735 loss: 2.3184 03/09 05:50:51 - mmengine - INFO - Epoch(train) [54][1000/2503] lr: 4.1376e-01 eta: 23:58:47 time: 0.1253 data_time: 0.0027 loss: 2.4036 03/09 05:51:05 - mmengine - INFO - Epoch(train) [54][1100/2503] lr: 4.1369e-01 eta: 23:58:31 time: 0.1602 data_time: 0.0025 loss: 2.3317 03/09 05:51:19 - mmengine - INFO - Epoch(train) [54][1200/2503] lr: 4.1362e-01 eta: 23:58:17 time: 0.1687 data_time: 0.0441 loss: 2.3341 03/09 05:51:33 - mmengine - INFO - Epoch(train) [54][1300/2503] lr: 4.1356e-01 eta: 23:58:04 time: 0.1324 data_time: 0.0029 loss: 2.3484 03/09 05:51:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:51:46 - mmengine - INFO - Epoch(train) [54][1400/2503] lr: 4.1349e-01 eta: 23:57:47 time: 0.1115 data_time: 0.0028 loss: 2.5675 03/09 05:52:00 - mmengine - INFO - Epoch(train) [54][1500/2503] lr: 4.1342e-01 eta: 23:57:31 time: 0.1473 data_time: 0.0027 loss: 2.4510 03/09 05:52:14 - mmengine - INFO - Epoch(train) [54][1600/2503] lr: 4.1335e-01 eta: 23:57:17 time: 0.1115 data_time: 0.0030 loss: 2.2004 03/09 05:52:28 - mmengine - INFO - Epoch(train) [54][1700/2503] lr: 4.1329e-01 eta: 23:57:01 time: 0.1318 data_time: 0.0028 loss: 2.3667 03/09 05:52:41 - mmengine - INFO - Epoch(train) [54][1800/2503] lr: 4.1322e-01 eta: 23:56:46 time: 0.1120 data_time: 0.0123 loss: 2.4403 03/09 05:52:55 - mmengine - INFO - Epoch(train) [54][1900/2503] lr: 4.1315e-01 eta: 23:56:29 time: 0.1127 data_time: 0.0029 loss: 2.3469 03/09 05:53:09 - mmengine - INFO - Epoch(train) [54][2000/2503] lr: 4.1309e-01 eta: 23:56:15 time: 0.1529 data_time: 0.0029 loss: 2.2953 03/09 05:53:22 - mmengine - INFO - Epoch(train) [54][2100/2503] lr: 4.1302e-01 eta: 23:55:57 time: 0.0965 data_time: 0.0029 loss: 2.3949 03/09 05:53:36 - mmengine - INFO - Epoch(train) [54][2200/2503] lr: 4.1295e-01 eta: 23:55:41 time: 0.1503 data_time: 0.0025 loss: 2.3617 03/09 05:53:50 - mmengine - INFO - Epoch(train) [54][2300/2503] lr: 4.1288e-01 eta: 23:55:27 time: 0.1670 data_time: 0.0027 loss: 2.4856 03/09 05:53:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:54:04 - mmengine - INFO - Epoch(train) [54][2400/2503] lr: 4.1282e-01 eta: 23:55:14 time: 0.1775 data_time: 0.0029 loss: 2.3193 03/09 05:54:17 - mmengine - INFO - Epoch(train) [54][2500/2503] lr: 4.1275e-01 eta: 23:54:55 time: 0.1210 data_time: 0.0037 loss: 2.3100 03/09 05:54:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:54:17 - mmengine - INFO - Saving checkpoint at 54 epochs 03/09 05:54:43 - mmengine - INFO - Epoch(val) [54][98/98] accuracy/top1: 53.2500 accuracy/top5: 78.0180 03/09 05:54:58 - mmengine - INFO - Epoch(train) [55][ 100/2503] lr: 4.1268e-01 eta: 23:54:45 time: 0.1498 data_time: 0.0025 loss: 2.4089 03/09 05:55:12 - mmengine - INFO - Epoch(train) [55][ 200/2503] lr: 4.1261e-01 eta: 23:54:28 time: 0.1257 data_time: 0.0025 loss: 2.3127 03/09 05:55:25 - mmengine - INFO - Epoch(train) [55][ 300/2503] lr: 4.1255e-01 eta: 23:54:12 time: 0.1426 data_time: 0.0025 loss: 2.2256 03/09 05:55:39 - mmengine - INFO - Epoch(train) [55][ 400/2503] lr: 4.1248e-01 eta: 23:53:57 time: 0.1500 data_time: 0.0024 loss: 2.4186 03/09 05:55:53 - mmengine - INFO - Epoch(train) [55][ 500/2503] lr: 4.1241e-01 eta: 23:53:42 time: 0.1346 data_time: 0.0025 loss: 2.4950 03/09 05:56:07 - mmengine - INFO - Epoch(train) [55][ 600/2503] lr: 4.1235e-01 eta: 23:53:26 time: 0.1428 data_time: 0.0024 loss: 2.1499 03/09 05:56:20 - mmengine - INFO - Epoch(train) [55][ 700/2503] lr: 4.1228e-01 eta: 23:53:11 time: 0.1411 data_time: 0.0025 loss: 2.3399 03/09 05:56:34 - mmengine - INFO - Epoch(train) [55][ 800/2503] lr: 4.1221e-01 eta: 23:52:54 time: 0.1057 data_time: 0.0027 loss: 2.2575 03/09 05:56:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:56:47 - mmengine - INFO - Epoch(train) [55][ 900/2503] lr: 4.1215e-01 eta: 23:52:37 time: 0.1293 data_time: 0.0026 loss: 2.3779 03/09 05:57:01 - mmengine - INFO - Epoch(train) [55][1000/2503] lr: 4.1208e-01 eta: 23:52:21 time: 0.1170 data_time: 0.0025 loss: 2.3392 03/09 05:57:14 - mmengine - INFO - Epoch(train) [55][1100/2503] lr: 4.1201e-01 eta: 23:52:04 time: 0.1041 data_time: 0.0025 loss: 2.3649 03/09 05:57:28 - mmengine - INFO - Epoch(train) [55][1200/2503] lr: 4.1194e-01 eta: 23:51:48 time: 0.1350 data_time: 0.0030 loss: 2.5134 03/09 05:57:42 - mmengine - INFO - Epoch(train) [55][1300/2503] lr: 4.1188e-01 eta: 23:51:34 time: 0.1278 data_time: 0.0024 loss: 2.2088 03/09 05:57:55 - mmengine - INFO - Epoch(train) [55][1400/2503] lr: 4.1181e-01 eta: 23:51:18 time: 0.1375 data_time: 0.0027 loss: 2.2418 03/09 05:58:09 - mmengine - INFO - Epoch(train) [55][1500/2503] lr: 4.1174e-01 eta: 23:51:04 time: 0.1087 data_time: 0.0026 loss: 2.4659 03/09 05:58:23 - mmengine - INFO - Epoch(train) [55][1600/2503] lr: 4.1168e-01 eta: 23:50:49 time: 0.1525 data_time: 0.0027 loss: 2.2348 03/09 05:58:37 - mmengine - INFO - Epoch(train) [55][1700/2503] lr: 4.1161e-01 eta: 23:50:34 time: 0.1594 data_time: 0.0024 loss: 2.2650 03/09 05:58:50 - mmengine - INFO - Epoch(train) [55][1800/2503] lr: 4.1154e-01 eta: 23:50:18 time: 0.1406 data_time: 0.0025 loss: 2.4387 03/09 05:58:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 05:59:04 - mmengine - INFO - Epoch(train) [55][1900/2503] lr: 4.1148e-01 eta: 23:50:02 time: 0.1257 data_time: 0.0028 loss: 2.3285 03/09 05:59:18 - mmengine - INFO - Epoch(train) [55][2000/2503] lr: 4.1141e-01 eta: 23:49:47 time: 0.1305 data_time: 0.0026 loss: 2.4511 03/09 05:59:32 - mmengine - INFO - Epoch(train) [55][2100/2503] lr: 4.1134e-01 eta: 23:49:33 time: 0.1354 data_time: 0.0027 loss: 2.4948 03/09 05:59:46 - mmengine - INFO - Epoch(train) [55][2200/2503] lr: 4.1127e-01 eta: 23:49:17 time: 0.1444 data_time: 0.0025 loss: 2.2321 03/09 05:59:59 - mmengine - INFO - Epoch(train) [55][2300/2503] lr: 4.1121e-01 eta: 23:49:02 time: 0.1618 data_time: 0.0026 loss: 2.2424 03/09 06:00:13 - mmengine - INFO - Epoch(train) [55][2400/2503] lr: 4.1114e-01 eta: 23:48:46 time: 0.1696 data_time: 0.0026 loss: 2.2994 03/09 06:00:26 - mmengine - INFO - Epoch(train) [55][2500/2503] lr: 4.1107e-01 eta: 23:48:28 time: 0.1203 data_time: 0.0027 loss: 2.2626 03/09 06:00:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:00:27 - mmengine - INFO - Saving checkpoint at 55 epochs 03/09 06:00:55 - mmengine - INFO - Epoch(val) [55][98/98] accuracy/top1: 50.9340 accuracy/top5: 75.9940 03/09 06:01:10 - mmengine - INFO - Epoch(train) [56][ 100/2503] lr: 4.1100e-01 eta: 23:48:17 time: 0.1413 data_time: 0.0024 loss: 2.1974 03/09 06:01:24 - mmengine - INFO - Epoch(train) [56][ 200/2503] lr: 4.1094e-01 eta: 23:48:03 time: 0.1467 data_time: 0.0025 loss: 2.2907 03/09 06:01:38 - mmengine - INFO - Epoch(train) [56][ 300/2503] lr: 4.1087e-01 eta: 23:47:48 time: 0.1378 data_time: 0.0024 loss: 2.1765 03/09 06:01:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:01:51 - mmengine - INFO - Epoch(train) [56][ 400/2503] lr: 4.1080e-01 eta: 23:47:31 time: 0.1469 data_time: 0.0027 loss: 2.2268 03/09 06:02:05 - mmengine - INFO - Epoch(train) [56][ 500/2503] lr: 4.1074e-01 eta: 23:47:15 time: 0.1324 data_time: 0.0027 loss: 2.4224 03/09 06:02:19 - mmengine - INFO - Epoch(train) [56][ 600/2503] lr: 4.1067e-01 eta: 23:47:00 time: 0.1201 data_time: 0.0024 loss: 2.3996 03/09 06:02:33 - mmengine - INFO - Epoch(train) [56][ 700/2503] lr: 4.1060e-01 eta: 23:46:46 time: 0.1383 data_time: 0.0060 loss: 2.3082 03/09 06:02:47 - mmengine - INFO - Epoch(train) [56][ 800/2503] lr: 4.1053e-01 eta: 23:46:32 time: 0.1663 data_time: 0.0025 loss: 2.1052 03/09 06:03:00 - mmengine - INFO - Epoch(train) [56][ 900/2503] lr: 4.1047e-01 eta: 23:46:16 time: 0.0986 data_time: 0.0026 loss: 2.2315 03/09 06:03:14 - mmengine - INFO - Epoch(train) [56][1000/2503] lr: 4.1040e-01 eta: 23:46:01 time: 0.1456 data_time: 0.0026 loss: 2.2860 03/09 06:03:27 - mmengine - INFO - Epoch(train) [56][1100/2503] lr: 4.1033e-01 eta: 23:45:44 time: 0.1352 data_time: 0.0025 loss: 2.4941 03/09 06:03:41 - mmengine - INFO - Epoch(train) [56][1200/2503] lr: 4.1027e-01 eta: 23:45:29 time: 0.0916 data_time: 0.0026 loss: 2.3801 03/09 06:03:55 - mmengine - INFO - Epoch(train) [56][1300/2503] lr: 4.1020e-01 eta: 23:45:13 time: 0.1167 data_time: 0.0026 loss: 2.2243 03/09 06:04:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:04:08 - mmengine - INFO - Epoch(train) [56][1400/2503] lr: 4.1013e-01 eta: 23:44:57 time: 0.1363 data_time: 0.0027 loss: 2.3585 03/09 06:04:22 - mmengine - INFO - Epoch(train) [56][1500/2503] lr: 4.1007e-01 eta: 23:44:41 time: 0.1387 data_time: 0.0026 loss: 2.3216 03/09 06:04:35 - mmengine - INFO - Epoch(train) [56][1600/2503] lr: 4.1000e-01 eta: 23:44:25 time: 0.1420 data_time: 0.0028 loss: 2.1923 03/09 06:04:49 - mmengine - INFO - Epoch(train) [56][1700/2503] lr: 4.0993e-01 eta: 23:44:08 time: 0.1186 data_time: 0.0050 loss: 2.2186 03/09 06:05:02 - mmengine - INFO - Epoch(train) [56][1800/2503] lr: 4.0986e-01 eta: 23:43:53 time: 0.1507 data_time: 0.0026 loss: 2.3653 03/09 06:05:16 - mmengine - INFO - Epoch(train) [56][1900/2503] lr: 4.0980e-01 eta: 23:43:37 time: 0.1321 data_time: 0.0029 loss: 2.3381 03/09 06:05:30 - mmengine - INFO - Epoch(train) [56][2000/2503] lr: 4.0973e-01 eta: 23:43:22 time: 0.1649 data_time: 0.0024 loss: 2.3366 03/09 06:05:43 - mmengine - INFO - Epoch(train) [56][2100/2503] lr: 4.0966e-01 eta: 23:43:06 time: 0.1133 data_time: 0.0028 loss: 2.2805 03/09 06:05:57 - mmengine - INFO - Epoch(train) [56][2200/2503] lr: 4.0960e-01 eta: 23:42:49 time: 0.1334 data_time: 0.0029 loss: 2.2254 03/09 06:06:11 - mmengine - INFO - Epoch(train) [56][2300/2503] lr: 4.0953e-01 eta: 23:42:34 time: 0.1406 data_time: 0.0070 loss: 2.4104 03/09 06:06:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:06:24 - mmengine - INFO - Epoch(train) [56][2400/2503] lr: 4.0946e-01 eta: 23:42:17 time: 0.1439 data_time: 0.0027 loss: 2.3626 03/09 06:06:38 - mmengine - INFO - Epoch(train) [56][2500/2503] lr: 4.0940e-01 eta: 23:42:02 time: 0.1445 data_time: 0.0041 loss: 2.4296 03/09 06:06:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:06:38 - mmengine - INFO - Saving checkpoint at 56 epochs 03/09 06:07:03 - mmengine - INFO - Epoch(val) [56][98/98] accuracy/top1: 52.2720 accuracy/top5: 77.1320 03/09 06:07:19 - mmengine - INFO - Epoch(train) [57][ 100/2503] lr: 4.0933e-01 eta: 23:41:53 time: 0.1183 data_time: 0.0027 loss: 2.2994 03/09 06:07:33 - mmengine - INFO - Epoch(train) [57][ 200/2503] lr: 4.0926e-01 eta: 23:41:39 time: 0.1811 data_time: 0.0025 loss: 2.3486 03/09 06:07:46 - mmengine - INFO - Epoch(train) [57][ 300/2503] lr: 4.0919e-01 eta: 23:41:24 time: 0.1277 data_time: 0.0030 loss: 2.2035 03/09 06:08:00 - mmengine - INFO - Epoch(train) [57][ 400/2503] lr: 4.0913e-01 eta: 23:41:08 time: 0.1640 data_time: 0.0168 loss: 2.4133 03/09 06:08:14 - mmengine - INFO - Epoch(train) [57][ 500/2503] lr: 4.0906e-01 eta: 23:40:53 time: 0.1325 data_time: 0.0030 loss: 2.2766 03/09 06:08:28 - mmengine - INFO - Epoch(train) [57][ 600/2503] lr: 4.0899e-01 eta: 23:40:38 time: 0.1629 data_time: 0.0027 loss: 2.2568 03/09 06:08:41 - mmengine - INFO - Epoch(train) [57][ 700/2503] lr: 4.0892e-01 eta: 23:40:22 time: 0.1346 data_time: 0.0028 loss: 2.2458 03/09 06:08:55 - mmengine - INFO - Epoch(train) [57][ 800/2503] lr: 4.0886e-01 eta: 23:40:06 time: 0.1548 data_time: 0.0029 loss: 2.3787 03/09 06:08:59 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:09:08 - mmengine - INFO - Epoch(train) [57][ 900/2503] lr: 4.0879e-01 eta: 23:39:50 time: 0.1237 data_time: 0.0025 loss: 2.2303 03/09 06:09:22 - mmengine - INFO - Epoch(train) [57][1000/2503] lr: 4.0872e-01 eta: 23:39:35 time: 0.1244 data_time: 0.0025 loss: 2.2372 03/09 06:09:36 - mmengine - INFO - Epoch(train) [57][1100/2503] lr: 4.0866e-01 eta: 23:39:20 time: 0.1292 data_time: 0.0027 loss: 2.5580 03/09 06:09:50 - mmengine - INFO - Epoch(train) [57][1200/2503] lr: 4.0859e-01 eta: 23:39:07 time: 0.1573 data_time: 0.0025 loss: 2.3535 03/09 06:10:04 - mmengine - INFO - Epoch(train) [57][1300/2503] lr: 4.0852e-01 eta: 23:38:54 time: 0.1392 data_time: 0.0027 loss: 2.1875 03/09 06:10:18 - mmengine - INFO - Epoch(train) [57][1400/2503] lr: 4.0845e-01 eta: 23:38:38 time: 0.1474 data_time: 0.0025 loss: 2.5537 03/09 06:10:32 - mmengine - INFO - Epoch(train) [57][1500/2503] lr: 4.0839e-01 eta: 23:38:23 time: 0.1283 data_time: 0.0028 loss: 2.3333 03/09 06:10:45 - mmengine - INFO - Epoch(train) [57][1600/2503] lr: 4.0832e-01 eta: 23:38:06 time: 0.1414 data_time: 0.0027 loss: 2.2982 03/09 06:10:59 - mmengine - INFO - Epoch(train) [57][1700/2503] lr: 4.0825e-01 eta: 23:37:50 time: 0.1242 data_time: 0.0024 loss: 2.3165 03/09 06:11:12 - mmengine - INFO - Epoch(train) [57][1800/2503] lr: 4.0819e-01 eta: 23:37:35 time: 0.1257 data_time: 0.0025 loss: 2.5462 03/09 06:11:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:11:26 - mmengine - INFO - Epoch(train) [57][1900/2503] lr: 4.0812e-01 eta: 23:37:21 time: 0.1358 data_time: 0.0028 loss: 2.2473 03/09 06:11:40 - mmengine - INFO - Epoch(train) [57][2000/2503] lr: 4.0805e-01 eta: 23:37:04 time: 0.1388 data_time: 0.0028 loss: 2.4724 03/09 06:11:53 - mmengine - INFO - Epoch(train) [57][2100/2503] lr: 4.0799e-01 eta: 23:36:48 time: 0.1357 data_time: 0.0241 loss: 2.3754 03/09 06:12:07 - mmengine - INFO - Epoch(train) [57][2200/2503] lr: 4.0792e-01 eta: 23:36:33 time: 0.1461 data_time: 0.0027 loss: 2.3110 03/09 06:12:21 - mmengine - INFO - Epoch(train) [57][2300/2503] lr: 4.0785e-01 eta: 23:36:18 time: 0.1536 data_time: 0.0027 loss: 2.4609 03/09 06:12:35 - mmengine - INFO - Epoch(train) [57][2400/2503] lr: 4.0778e-01 eta: 23:36:02 time: 0.0968 data_time: 0.0028 loss: 2.4460 03/09 06:12:48 - mmengine - INFO - Epoch(train) [57][2500/2503] lr: 4.0772e-01 eta: 23:35:46 time: 0.1239 data_time: 0.0032 loss: 2.3623 03/09 06:12:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:12:48 - mmengine - INFO - Saving checkpoint at 57 epochs 03/09 06:13:15 - mmengine - INFO - Epoch(val) [57][98/98] accuracy/top1: 51.9120 accuracy/top5: 76.9860 03/09 06:13:30 - mmengine - INFO - Epoch(train) [58][ 100/2503] lr: 4.0765e-01 eta: 23:35:35 time: 0.1374 data_time: 0.0027 loss: 2.3220 03/09 06:13:44 - mmengine - INFO - Epoch(train) [58][ 200/2503] lr: 4.0758e-01 eta: 23:35:20 time: 0.1473 data_time: 0.0029 loss: 2.2615 03/09 06:13:58 - mmengine - INFO - Epoch(train) [58][ 300/2503] lr: 4.0751e-01 eta: 23:35:05 time: 0.1450 data_time: 0.0025 loss: 2.3234 03/09 06:14:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:14:12 - mmengine - INFO - Epoch(train) [58][ 400/2503] lr: 4.0745e-01 eta: 23:34:51 time: 0.1814 data_time: 0.0025 loss: 2.2512 03/09 06:14:25 - mmengine - INFO - Epoch(train) [58][ 500/2503] lr: 4.0738e-01 eta: 23:34:34 time: 0.1272 data_time: 0.0029 loss: 2.2851 03/09 06:14:39 - mmengine - INFO - Epoch(train) [58][ 600/2503] lr: 4.0731e-01 eta: 23:34:17 time: 0.1335 data_time: 0.0027 loss: 2.2980 03/09 06:14:53 - mmengine - INFO - Epoch(train) [58][ 700/2503] lr: 4.0725e-01 eta: 23:34:04 time: 0.1177 data_time: 0.0027 loss: 2.5034 03/09 06:15:06 - mmengine - INFO - Epoch(train) [58][ 800/2503] lr: 4.0718e-01 eta: 23:33:48 time: 0.1459 data_time: 0.0039 loss: 2.3573 03/09 06:15:20 - mmengine - INFO - Epoch(train) [58][ 900/2503] lr: 4.0711e-01 eta: 23:33:33 time: 0.1361 data_time: 0.0025 loss: 2.3319 03/09 06:15:34 - mmengine - INFO - Epoch(train) [58][1000/2503] lr: 4.0705e-01 eta: 23:33:16 time: 0.1323 data_time: 0.0029 loss: 2.2553 03/09 06:15:47 - mmengine - INFO - Epoch(train) [58][1100/2503] lr: 4.0698e-01 eta: 23:33:02 time: 0.1269 data_time: 0.0028 loss: 2.2421 03/09 06:16:01 - mmengine - INFO - Epoch(train) [58][1200/2503] lr: 4.0691e-01 eta: 23:32:46 time: 0.1382 data_time: 0.0025 loss: 2.4332 03/09 06:16:15 - mmengine - INFO - Epoch(train) [58][1300/2503] lr: 4.0684e-01 eta: 23:32:30 time: 0.1367 data_time: 0.0029 loss: 2.2790 03/09 06:16:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:16:29 - mmengine - INFO - Epoch(train) [58][1400/2503] lr: 4.0678e-01 eta: 23:32:16 time: 0.1110 data_time: 0.0029 loss: 2.2305 03/09 06:16:42 - mmengine - INFO - Epoch(train) [58][1500/2503] lr: 4.0671e-01 eta: 23:31:59 time: 0.1308 data_time: 0.0026 loss: 2.4261 03/09 06:16:56 - mmengine - INFO - Epoch(train) [58][1600/2503] lr: 4.0664e-01 eta: 23:31:45 time: 0.1585 data_time: 0.0025 loss: 2.2414 03/09 06:17:09 - mmengine - INFO - Epoch(train) [58][1700/2503] lr: 4.0658e-01 eta: 23:31:28 time: 0.1238 data_time: 0.0029 loss: 2.3420 03/09 06:17:23 - mmengine - INFO - Epoch(train) [58][1800/2503] lr: 4.0651e-01 eta: 23:31:11 time: 0.1152 data_time: 0.0029 loss: 2.0978 03/09 06:17:37 - mmengine - INFO - Epoch(train) [58][1900/2503] lr: 4.0644e-01 eta: 23:30:57 time: 0.1335 data_time: 0.0029 loss: 2.2657 03/09 06:17:50 - mmengine - INFO - Epoch(train) [58][2000/2503] lr: 4.0637e-01 eta: 23:30:41 time: 0.1386 data_time: 0.0027 loss: 2.2010 03/09 06:18:04 - mmengine - INFO - Epoch(train) [58][2100/2503] lr: 4.0631e-01 eta: 23:30:24 time: 0.1204 data_time: 0.0031 loss: 2.2694 03/09 06:18:17 - mmengine - INFO - Epoch(train) [58][2200/2503] lr: 4.0624e-01 eta: 23:30:08 time: 0.0988 data_time: 0.0027 loss: 2.3097 03/09 06:18:31 - mmengine - INFO - Epoch(train) [58][2300/2503] lr: 4.0617e-01 eta: 23:29:54 time: 0.1167 data_time: 0.0032 loss: 2.3211 03/09 06:18:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:18:45 - mmengine - INFO - Epoch(train) [58][2400/2503] lr: 4.0611e-01 eta: 23:29:41 time: 0.1372 data_time: 0.0026 loss: 2.3308 03/09 06:18:58 - mmengine - INFO - Epoch(train) [58][2500/2503] lr: 4.0604e-01 eta: 23:29:22 time: 0.1402 data_time: 0.0030 loss: 2.0967 03/09 06:18:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:18:59 - mmengine - INFO - Saving checkpoint at 58 epochs 03/09 06:19:27 - mmengine - INFO - Epoch(val) [58][98/98] accuracy/top1: 53.4400 accuracy/top5: 78.2400 03/09 06:19:42 - mmengine - INFO - Epoch(train) [59][ 100/2503] lr: 4.0597e-01 eta: 23:29:13 time: 0.1817 data_time: 0.0029 loss: 2.2333 03/09 06:19:56 - mmengine - INFO - Epoch(train) [59][ 200/2503] lr: 4.0590e-01 eta: 23:28:58 time: 0.1495 data_time: 0.0026 loss: 2.2955 03/09 06:20:09 - mmengine - INFO - Epoch(train) [59][ 300/2503] lr: 4.0584e-01 eta: 23:28:43 time: 0.0988 data_time: 0.0031 loss: 2.4149 03/09 06:20:23 - mmengine - INFO - Epoch(train) [59][ 400/2503] lr: 4.0577e-01 eta: 23:28:28 time: 0.1474 data_time: 0.0359 loss: 2.1740 03/09 06:20:37 - mmengine - INFO - Epoch(train) [59][ 500/2503] lr: 4.0570e-01 eta: 23:28:12 time: 0.1493 data_time: 0.0148 loss: 2.3593 03/09 06:20:50 - mmengine - INFO - Epoch(train) [59][ 600/2503] lr: 4.0564e-01 eta: 23:27:55 time: 0.1570 data_time: 0.0027 loss: 2.3235 03/09 06:21:04 - mmengine - INFO - Epoch(train) [59][ 700/2503] lr: 4.0557e-01 eta: 23:27:41 time: 0.1671 data_time: 0.0025 loss: 2.2078 03/09 06:21:18 - mmengine - INFO - Epoch(train) [59][ 800/2503] lr: 4.0550e-01 eta: 23:27:25 time: 0.1289 data_time: 0.0028 loss: 2.3570 03/09 06:21:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:21:32 - mmengine - INFO - Epoch(train) [59][ 900/2503] lr: 4.0543e-01 eta: 23:27:11 time: 0.1273 data_time: 0.0026 loss: 2.3673 03/09 06:21:45 - mmengine - INFO - Epoch(train) [59][1000/2503] lr: 4.0537e-01 eta: 23:26:55 time: 0.1521 data_time: 0.0027 loss: 2.3997 03/09 06:21:59 - mmengine - INFO - Epoch(train) [59][1100/2503] lr: 4.0530e-01 eta: 23:26:39 time: 0.1385 data_time: 0.0026 loss: 2.3144 03/09 06:22:13 - mmengine - INFO - Epoch(train) [59][1200/2503] lr: 4.0523e-01 eta: 23:26:24 time: 0.1074 data_time: 0.0030 loss: 2.3933 03/09 06:22:26 - mmengine - INFO - Epoch(train) [59][1300/2503] lr: 4.0517e-01 eta: 23:26:09 time: 0.1389 data_time: 0.0027 loss: 2.3895 03/09 06:22:40 - mmengine - INFO - Epoch(train) [59][1400/2503] lr: 4.0510e-01 eta: 23:25:53 time: 0.1355 data_time: 0.0029 loss: 2.3573 03/09 06:22:53 - mmengine - INFO - Epoch(train) [59][1500/2503] lr: 4.0503e-01 eta: 23:25:37 time: 0.0996 data_time: 0.0028 loss: 2.3039 03/09 06:23:07 - mmengine - INFO - Epoch(train) [59][1600/2503] lr: 4.0497e-01 eta: 23:25:21 time: 0.1175 data_time: 0.0026 loss: 2.3701 03/09 06:23:21 - mmengine - INFO - Epoch(train) [59][1700/2503] lr: 4.0490e-01 eta: 23:25:06 time: 0.1351 data_time: 0.0024 loss: 2.2340 03/09 06:23:34 - mmengine - INFO - Epoch(train) [59][1800/2503] lr: 4.0483e-01 eta: 23:24:50 time: 0.1544 data_time: 0.0031 loss: 2.3180 03/09 06:23:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:23:48 - mmengine - INFO - Epoch(train) [59][1900/2503] lr: 4.0476e-01 eta: 23:24:34 time: 0.1370 data_time: 0.0079 loss: 2.3976 03/09 06:24:01 - mmengine - INFO - Epoch(train) [59][2000/2503] lr: 4.0470e-01 eta: 23:24:16 time: 0.0996 data_time: 0.0026 loss: 2.3195 03/09 06:24:15 - mmengine - INFO - Epoch(train) [59][2100/2503] lr: 4.0463e-01 eta: 23:24:01 time: 0.1363 data_time: 0.0095 loss: 2.4773 03/09 06:24:28 - mmengine - INFO - Epoch(train) [59][2200/2503] lr: 4.0456e-01 eta: 23:23:46 time: 0.1378 data_time: 0.0028 loss: 2.4104 03/09 06:24:42 - mmengine - INFO - Epoch(train) [59][2300/2503] lr: 4.0450e-01 eta: 23:23:30 time: 0.1128 data_time: 0.0028 loss: 2.1728 03/09 06:24:56 - mmengine - INFO - Epoch(train) [59][2400/2503] lr: 4.0443e-01 eta: 23:23:16 time: 0.1314 data_time: 0.0029 loss: 2.3236 03/09 06:25:10 - mmengine - INFO - Epoch(train) [59][2500/2503] lr: 4.0436e-01 eta: 23:23:03 time: 0.1493 data_time: 0.0044 loss: 2.1901 03/09 06:25:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:25:10 - mmengine - INFO - Saving checkpoint at 59 epochs 03/09 06:25:39 - mmengine - INFO - Epoch(val) [59][98/98] accuracy/top1: 52.7720 accuracy/top5: 77.5040 03/09 06:25:54 - mmengine - INFO - Epoch(train) [60][ 100/2503] lr: 4.0429e-01 eta: 23:22:54 time: 0.1664 data_time: 0.0033 loss: 2.1155 03/09 06:26:09 - mmengine - INFO - Epoch(train) [60][ 200/2503] lr: 4.0423e-01 eta: 23:22:40 time: 0.1847 data_time: 0.0035 loss: 2.1865 03/09 06:26:22 - mmengine - INFO - Epoch(train) [60][ 300/2503] lr: 4.0416e-01 eta: 23:22:23 time: 0.1538 data_time: 0.0031 loss: 2.2671 03/09 06:26:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:26:35 - mmengine - INFO - Epoch(train) [60][ 400/2503] lr: 4.0409e-01 eta: 23:22:07 time: 0.1335 data_time: 0.0032 loss: 2.3014 03/09 06:26:49 - mmengine - INFO - Epoch(train) [60][ 500/2503] lr: 4.0402e-01 eta: 23:21:52 time: 0.1321 data_time: 0.0023 loss: 2.3228 03/09 06:27:03 - mmengine - INFO - Epoch(train) [60][ 600/2503] lr: 4.0396e-01 eta: 23:21:37 time: 0.1151 data_time: 0.0025 loss: 2.2702 03/09 06:27:16 - mmengine - INFO - Epoch(train) [60][ 700/2503] lr: 4.0389e-01 eta: 23:21:21 time: 0.1339 data_time: 0.0027 loss: 2.4331 03/09 06:27:30 - mmengine - INFO - Epoch(train) [60][ 800/2503] lr: 4.0382e-01 eta: 23:21:06 time: 0.1471 data_time: 0.0026 loss: 2.3550 03/09 06:27:44 - mmengine - INFO - Epoch(train) [60][ 900/2503] lr: 4.0376e-01 eta: 23:20:50 time: 0.1512 data_time: 0.0028 loss: 2.2531 03/09 06:27:57 - mmengine - INFO - Epoch(train) [60][1000/2503] lr: 4.0369e-01 eta: 23:20:33 time: 0.1533 data_time: 0.0025 loss: 2.3511 03/09 06:28:11 - mmengine - INFO - Epoch(train) [60][1100/2503] lr: 4.0362e-01 eta: 23:20:19 time: 0.1412 data_time: 0.0024 loss: 2.2807 03/09 06:28:25 - mmengine - INFO - Epoch(train) [60][1200/2503] lr: 4.0356e-01 eta: 23:20:04 time: 0.1242 data_time: 0.0026 loss: 2.3234 03/09 06:28:39 - mmengine - INFO - Epoch(train) [60][1300/2503] lr: 4.0349e-01 eta: 23:19:49 time: 0.1570 data_time: 0.0025 loss: 2.3818 03/09 06:28:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:28:52 - mmengine - INFO - Epoch(train) [60][1400/2503] lr: 4.0342e-01 eta: 23:19:33 time: 0.1461 data_time: 0.0023 loss: 2.3239 03/09 06:29:06 - mmengine - INFO - Epoch(train) [60][1500/2503] lr: 4.0335e-01 eta: 23:19:18 time: 0.1473 data_time: 0.0029 loss: 2.1699 03/09 06:29:19 - mmengine - INFO - Epoch(train) [60][1600/2503] lr: 4.0329e-01 eta: 23:19:02 time: 0.1146 data_time: 0.0029 loss: 2.2051 03/09 06:29:33 - mmengine - INFO - Epoch(train) [60][1700/2503] lr: 4.0322e-01 eta: 23:18:48 time: 0.1431 data_time: 0.0072 loss: 2.3617 03/09 06:29:47 - mmengine - INFO - Epoch(train) [60][1800/2503] lr: 4.0315e-01 eta: 23:18:32 time: 0.1178 data_time: 0.0026 loss: 2.3249 03/09 06:30:00 - mmengine - INFO - Epoch(train) [60][1900/2503] lr: 4.0309e-01 eta: 23:18:16 time: 0.1427 data_time: 0.0027 loss: 2.3245 03/09 06:30:14 - mmengine - INFO - Epoch(train) [60][2000/2503] lr: 4.0302e-01 eta: 23:18:01 time: 0.1336 data_time: 0.0027 loss: 2.3467 03/09 06:30:28 - mmengine - INFO - Epoch(train) [60][2100/2503] lr: 4.0295e-01 eta: 23:17:46 time: 0.1334 data_time: 0.0026 loss: 2.2593 03/09 06:30:41 - mmengine - INFO - Epoch(train) [60][2200/2503] lr: 4.0288e-01 eta: 23:17:30 time: 0.1300 data_time: 0.0026 loss: 2.2696 03/09 06:30:55 - mmengine - INFO - Epoch(train) [60][2300/2503] lr: 4.0282e-01 eta: 23:17:15 time: 0.1654 data_time: 0.0026 loss: 2.2715 03/09 06:30:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:31:09 - mmengine - INFO - Epoch(train) [60][2400/2503] lr: 4.0275e-01 eta: 23:17:00 time: 0.1447 data_time: 0.0219 loss: 2.4052 03/09 06:31:22 - mmengine - INFO - Epoch(train) [60][2500/2503] lr: 4.0268e-01 eta: 23:16:43 time: 0.1120 data_time: 0.0041 loss: 2.3019 03/09 06:31:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:31:22 - mmengine - INFO - Saving checkpoint at 60 epochs 03/09 06:31:49 - mmengine - INFO - Epoch(val) [60][98/98] accuracy/top1: 53.8200 accuracy/top5: 78.2320 03/09 06:32:03 - mmengine - INFO - Epoch(train) [61][ 100/2503] lr: 4.0261e-01 eta: 23:16:31 time: 0.1070 data_time: 0.0027 loss: 2.2022 03/09 06:32:17 - mmengine - INFO - Epoch(train) [61][ 200/2503] lr: 4.0255e-01 eta: 23:16:17 time: 0.1330 data_time: 0.0025 loss: 2.2765 03/09 06:32:31 - mmengine - INFO - Epoch(train) [61][ 300/2503] lr: 4.0248e-01 eta: 23:16:01 time: 0.1186 data_time: 0.0026 loss: 2.1963 03/09 06:32:45 - mmengine - INFO - Epoch(train) [61][ 400/2503] lr: 4.0241e-01 eta: 23:15:47 time: 0.1107 data_time: 0.0027 loss: 2.3576 03/09 06:32:58 - mmengine - INFO - Epoch(train) [61][ 500/2503] lr: 4.0235e-01 eta: 23:15:30 time: 0.1473 data_time: 0.0028 loss: 2.4050 03/09 06:33:13 - mmengine - INFO - Epoch(train) [61][ 600/2503] lr: 4.0228e-01 eta: 23:15:17 time: 0.1689 data_time: 0.0025 loss: 2.2351 03/09 06:33:26 - mmengine - INFO - Epoch(train) [61][ 700/2503] lr: 4.0221e-01 eta: 23:15:01 time: 0.1307 data_time: 0.0028 loss: 2.5443 03/09 06:33:39 - mmengine - INFO - Epoch(train) [61][ 800/2503] lr: 4.0215e-01 eta: 23:14:43 time: 0.1355 data_time: 0.0026 loss: 2.3990 03/09 06:33:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:33:53 - mmengine - INFO - Epoch(train) [61][ 900/2503] lr: 4.0208e-01 eta: 23:14:29 time: 0.1367 data_time: 0.0025 loss: 2.2234 03/09 06:34:07 - mmengine - INFO - Epoch(train) [61][1000/2503] lr: 4.0201e-01 eta: 23:14:14 time: 0.1673 data_time: 0.0029 loss: 2.3192 03/09 06:34:21 - mmengine - INFO - Epoch(train) [61][1100/2503] lr: 4.0194e-01 eta: 23:14:00 time: 0.1213 data_time: 0.0027 loss: 2.4329 03/09 06:34:34 - mmengine - INFO - Epoch(train) [61][1200/2503] lr: 4.0188e-01 eta: 23:13:43 time: 0.1414 data_time: 0.0029 loss: 2.2012 03/09 06:34:48 - mmengine - INFO - Epoch(train) [61][1300/2503] lr: 4.0181e-01 eta: 23:13:28 time: 0.1322 data_time: 0.0028 loss: 2.1655 03/09 06:35:01 - mmengine - INFO - Epoch(train) [61][1400/2503] lr: 4.0174e-01 eta: 23:13:13 time: 0.1447 data_time: 0.0027 loss: 2.3949 03/09 06:35:16 - mmengine - INFO - Epoch(train) [61][1500/2503] lr: 4.0168e-01 eta: 23:13:00 time: 0.1732 data_time: 0.0026 loss: 2.3530 03/09 06:35:29 - mmengine - INFO - Epoch(train) [61][1600/2503] lr: 4.0161e-01 eta: 23:12:43 time: 0.1481 data_time: 0.0152 loss: 2.4090 03/09 06:35:42 - mmengine - INFO - Epoch(train) [61][1700/2503] lr: 4.0154e-01 eta: 23:12:27 time: 0.1160 data_time: 0.0030 loss: 2.2578 03/09 06:35:56 - mmengine - INFO - Epoch(train) [61][1800/2503] lr: 4.0148e-01 eta: 23:12:12 time: 0.1290 data_time: 0.0029 loss: 2.2549 03/09 06:35:59 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:36:10 - mmengine - INFO - Epoch(train) [61][1900/2503] lr: 4.0141e-01 eta: 23:11:56 time: 0.1495 data_time: 0.0030 loss: 2.1336 03/09 06:36:23 - mmengine - INFO - Epoch(train) [61][2000/2503] lr: 4.0134e-01 eta: 23:11:40 time: 0.1306 data_time: 0.0029 loss: 2.2494 03/09 06:36:36 - mmengine - INFO - Epoch(train) [61][2100/2503] lr: 4.0127e-01 eta: 23:11:23 time: 0.1205 data_time: 0.0028 loss: 2.2840 03/09 06:36:50 - mmengine - INFO - Epoch(train) [61][2200/2503] lr: 4.0121e-01 eta: 23:11:09 time: 0.1181 data_time: 0.0029 loss: 2.2414 03/09 06:37:04 - mmengine - INFO - Epoch(train) [61][2300/2503] lr: 4.0114e-01 eta: 23:10:54 time: 0.1626 data_time: 0.0028 loss: 2.2426 03/09 06:37:18 - mmengine - INFO - Epoch(train) [61][2400/2503] lr: 4.0107e-01 eta: 23:10:40 time: 0.1279 data_time: 0.0027 loss: 2.1753 03/09 06:37:32 - mmengine - INFO - Epoch(train) [61][2500/2503] lr: 4.0101e-01 eta: 23:10:24 time: 0.1352 data_time: 0.0040 loss: 2.3611 03/09 06:37:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:37:32 - mmengine - INFO - Saving checkpoint at 61 epochs 03/09 06:37:58 - mmengine - INFO - Epoch(val) [61][98/98] accuracy/top1: 53.4380 accuracy/top5: 77.9180 03/09 06:38:13 - mmengine - INFO - Epoch(train) [62][ 100/2503] lr: 4.0094e-01 eta: 23:10:13 time: 0.1427 data_time: 0.0028 loss: 2.3105 03/09 06:38:27 - mmengine - INFO - Epoch(train) [62][ 200/2503] lr: 4.0087e-01 eta: 23:09:58 time: 0.1564 data_time: 0.0025 loss: 2.2357 03/09 06:38:41 - mmengine - INFO - Epoch(train) [62][ 300/2503] lr: 4.0080e-01 eta: 23:09:44 time: 0.1494 data_time: 0.0025 loss: 2.2899 03/09 06:38:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:38:54 - mmengine - INFO - Epoch(train) [62][ 400/2503] lr: 4.0074e-01 eta: 23:09:27 time: 0.1243 data_time: 0.0028 loss: 2.3322 03/09 06:39:08 - mmengine - INFO - Epoch(train) [62][ 500/2503] lr: 4.0067e-01 eta: 23:09:12 time: 0.1201 data_time: 0.0026 loss: 2.2576 03/09 06:39:21 - mmengine - INFO - Epoch(train) [62][ 600/2503] lr: 4.0060e-01 eta: 23:08:55 time: 0.0991 data_time: 0.0026 loss: 2.2719 03/09 06:39:35 - mmengine - INFO - Epoch(train) [62][ 700/2503] lr: 4.0053e-01 eta: 23:08:41 time: 0.1240 data_time: 0.0027 loss: 2.4356 03/09 06:39:49 - mmengine - INFO - Epoch(train) [62][ 800/2503] lr: 4.0047e-01 eta: 23:08:27 time: 0.1241 data_time: 0.0026 loss: 2.3659 03/09 06:40:03 - mmengine - INFO - Epoch(train) [62][ 900/2503] lr: 4.0040e-01 eta: 23:08:13 time: 0.1489 data_time: 0.0030 loss: 2.3257 03/09 06:40:17 - mmengine - INFO - Epoch(train) [62][1000/2503] lr: 4.0033e-01 eta: 23:07:58 time: 0.1469 data_time: 0.0385 loss: 2.3457 03/09 06:40:31 - mmengine - INFO - Epoch(train) [62][1100/2503] lr: 4.0027e-01 eta: 23:07:45 time: 0.1294 data_time: 0.0029 loss: 2.5878 03/09 06:40:45 - mmengine - INFO - Epoch(train) [62][1200/2503] lr: 4.0020e-01 eta: 23:07:30 time: 0.1722 data_time: 0.0028 loss: 2.2094 03/09 06:40:59 - mmengine - INFO - Epoch(train) [62][1300/2503] lr: 4.0013e-01 eta: 23:07:14 time: 0.1452 data_time: 0.0031 loss: 2.0849 03/09 06:41:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:41:12 - mmengine - INFO - Epoch(train) [62][1400/2503] lr: 4.0007e-01 eta: 23:06:59 time: 0.1321 data_time: 0.0032 loss: 2.3774 03/09 06:41:26 - mmengine - INFO - Epoch(train) [62][1500/2503] lr: 4.0000e-01 eta: 23:06:45 time: 0.1374 data_time: 0.0029 loss: 2.2957 03/09 06:41:40 - mmengine - INFO - Epoch(train) [62][1600/2503] lr: 3.9993e-01 eta: 23:06:32 time: 0.1442 data_time: 0.0031 loss: 2.3457 03/09 06:41:54 - mmengine - INFO - Epoch(train) [62][1700/2503] lr: 3.9986e-01 eta: 23:06:15 time: 0.1385 data_time: 0.0026 loss: 2.2989 03/09 06:42:08 - mmengine - INFO - Epoch(train) [62][1800/2503] lr: 3.9980e-01 eta: 23:06:00 time: 0.1444 data_time: 0.0027 loss: 2.2502 03/09 06:42:22 - mmengine - INFO - Epoch(train) [62][1900/2503] lr: 3.9973e-01 eta: 23:05:47 time: 0.1680 data_time: 0.0029 loss: 2.3433 03/09 06:42:35 - mmengine - INFO - Epoch(train) [62][2000/2503] lr: 3.9966e-01 eta: 23:05:30 time: 0.1342 data_time: 0.0027 loss: 2.3577 03/09 06:42:49 - mmengine - INFO - Epoch(train) [62][2100/2503] lr: 3.9960e-01 eta: 23:05:15 time: 0.1594 data_time: 0.0243 loss: 2.4272 03/09 06:43:02 - mmengine - INFO - Epoch(train) [62][2200/2503] lr: 3.9953e-01 eta: 23:04:58 time: 0.1022 data_time: 0.0027 loss: 2.2367 03/09 06:43:16 - mmengine - INFO - Epoch(train) [62][2300/2503] lr: 3.9946e-01 eta: 23:04:43 time: 0.0945 data_time: 0.0030 loss: 2.2640 03/09 06:43:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:43:29 - mmengine - INFO - Epoch(train) [62][2400/2503] lr: 3.9940e-01 eta: 23:04:28 time: 0.1413 data_time: 0.0029 loss: 2.4913 03/09 06:43:43 - mmengine - INFO - Epoch(train) [62][2500/2503] lr: 3.9933e-01 eta: 23:04:13 time: 0.0915 data_time: 0.0047 loss: 2.2558 03/09 06:43:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:43:44 - mmengine - INFO - Saving checkpoint at 62 epochs 03/09 06:44:11 - mmengine - INFO - Epoch(val) [62][98/98] accuracy/top1: 52.4380 accuracy/top5: 77.4380 03/09 06:44:26 - mmengine - INFO - Epoch(train) [63][ 100/2503] lr: 3.9926e-01 eta: 23:04:02 time: 0.1366 data_time: 0.0029 loss: 2.2608 03/09 06:44:40 - mmengine - INFO - Epoch(train) [63][ 200/2503] lr: 3.9919e-01 eta: 23:03:48 time: 0.1536 data_time: 0.0132 loss: 2.2333 03/09 06:44:55 - mmengine - INFO - Epoch(train) [63][ 300/2503] lr: 3.9913e-01 eta: 23:03:35 time: 0.1320 data_time: 0.0028 loss: 2.2874 03/09 06:45:08 - mmengine - INFO - Epoch(train) [63][ 400/2503] lr: 3.9906e-01 eta: 23:03:18 time: 0.1448 data_time: 0.0122 loss: 2.3766 03/09 06:45:22 - mmengine - INFO - Epoch(train) [63][ 500/2503] lr: 3.9899e-01 eta: 23:03:05 time: 0.1699 data_time: 0.0032 loss: 2.3029 03/09 06:45:35 - mmengine - INFO - Epoch(train) [63][ 600/2503] lr: 3.9892e-01 eta: 23:02:48 time: 0.1076 data_time: 0.0028 loss: 2.5711 03/09 06:45:49 - mmengine - INFO - Epoch(train) [63][ 700/2503] lr: 3.9886e-01 eta: 23:02:34 time: 0.1393 data_time: 0.0027 loss: 2.2897 03/09 06:46:03 - mmengine - INFO - Epoch(train) [63][ 800/2503] lr: 3.9879e-01 eta: 23:02:18 time: 0.1527 data_time: 0.0028 loss: 2.4175 03/09 06:46:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:46:16 - mmengine - INFO - Epoch(train) [63][ 900/2503] lr: 3.9872e-01 eta: 23:02:02 time: 0.1420 data_time: 0.0031 loss: 2.3183 03/09 06:46:30 - mmengine - INFO - Epoch(train) [63][1000/2503] lr: 3.9866e-01 eta: 23:01:46 time: 0.1239 data_time: 0.0026 loss: 2.2375 03/09 06:46:44 - mmengine - INFO - Epoch(train) [63][1100/2503] lr: 3.9859e-01 eta: 23:01:32 time: 0.1402 data_time: 0.0245 loss: 2.4435 03/09 06:46:57 - mmengine - INFO - Epoch(train) [63][1200/2503] lr: 3.9852e-01 eta: 23:01:16 time: 0.1295 data_time: 0.0027 loss: 2.2985 03/09 06:47:11 - mmengine - INFO - Epoch(train) [63][1300/2503] lr: 3.9845e-01 eta: 23:01:00 time: 0.1346 data_time: 0.0032 loss: 2.3648 03/09 06:47:24 - mmengine - INFO - Epoch(train) [63][1400/2503] lr: 3.9839e-01 eta: 23:00:45 time: 0.1353 data_time: 0.0027 loss: 2.3700 03/09 06:47:38 - mmengine - INFO - Epoch(train) [63][1500/2503] lr: 3.9832e-01 eta: 23:00:30 time: 0.1467 data_time: 0.0029 loss: 2.2980 03/09 06:47:52 - mmengine - INFO - Epoch(train) [63][1600/2503] lr: 3.9825e-01 eta: 23:00:15 time: 0.1723 data_time: 0.0026 loss: 2.3430 03/09 06:48:05 - mmengine - INFO - Epoch(train) [63][1700/2503] lr: 3.9819e-01 eta: 22:59:59 time: 0.1180 data_time: 0.0034 loss: 2.3290 03/09 06:48:19 - mmengine - INFO - Epoch(train) [63][1800/2503] lr: 3.9812e-01 eta: 22:59:43 time: 0.1447 data_time: 0.0025 loss: 2.3996 03/09 06:48:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:48:33 - mmengine - INFO - Epoch(train) [63][1900/2503] lr: 3.9805e-01 eta: 22:59:29 time: 0.1621 data_time: 0.0026 loss: 2.2393 03/09 06:48:46 - mmengine - INFO - Epoch(train) [63][2000/2503] lr: 3.9799e-01 eta: 22:59:13 time: 0.1331 data_time: 0.0029 loss: 2.4182 03/09 06:49:00 - mmengine - INFO - Epoch(train) [63][2100/2503] lr: 3.9792e-01 eta: 22:58:58 time: 0.1343 data_time: 0.0028 loss: 2.2278 03/09 06:49:14 - mmengine - INFO - Epoch(train) [63][2200/2503] lr: 3.9785e-01 eta: 22:58:43 time: 0.1298 data_time: 0.0027 loss: 2.1984 03/09 06:49:27 - mmengine - INFO - Epoch(train) [63][2300/2503] lr: 3.9778e-01 eta: 22:58:27 time: 0.1026 data_time: 0.0030 loss: 2.1293 03/09 06:49:41 - mmengine - INFO - Epoch(train) [63][2400/2503] lr: 3.9772e-01 eta: 22:58:13 time: 0.1528 data_time: 0.0029 loss: 2.2987 03/09 06:49:55 - mmengine - INFO - Epoch(train) [63][2500/2503] lr: 3.9765e-01 eta: 22:57:58 time: 0.1320 data_time: 0.0044 loss: 2.3871 03/09 06:49:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:49:55 - mmengine - INFO - Saving checkpoint at 63 epochs 03/09 06:50:23 - mmengine - INFO - Epoch(val) [63][98/98] accuracy/top1: 52.9420 accuracy/top5: 77.9660 03/09 06:50:39 - mmengine - INFO - Epoch(train) [64][ 100/2503] lr: 3.9758e-01 eta: 22:57:49 time: 0.1622 data_time: 0.0028 loss: 2.2544 03/09 06:50:52 - mmengine - INFO - Epoch(train) [64][ 200/2503] lr: 3.9751e-01 eta: 22:57:34 time: 0.1012 data_time: 0.0030 loss: 2.3633 03/09 06:51:06 - mmengine - INFO - Epoch(train) [64][ 300/2503] lr: 3.9745e-01 eta: 22:57:20 time: 0.1065 data_time: 0.0032 loss: 2.1692 03/09 06:51:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:51:21 - mmengine - INFO - Epoch(train) [64][ 400/2503] lr: 3.9738e-01 eta: 22:57:07 time: 0.1059 data_time: 0.0030 loss: 2.3042 03/09 06:51:34 - mmengine - INFO - Epoch(train) [64][ 500/2503] lr: 3.9731e-01 eta: 22:56:51 time: 0.1280 data_time: 0.0030 loss: 2.1788 03/09 06:51:48 - mmengine - INFO - Epoch(train) [64][ 600/2503] lr: 3.9725e-01 eta: 22:56:36 time: 0.1393 data_time: 0.0034 loss: 2.2235 03/09 06:52:02 - mmengine - INFO - Epoch(train) [64][ 700/2503] lr: 3.9718e-01 eta: 22:56:23 time: 0.1252 data_time: 0.0031 loss: 2.4322 03/09 06:52:16 - mmengine - INFO - Epoch(train) [64][ 800/2503] lr: 3.9711e-01 eta: 22:56:08 time: 0.1476 data_time: 0.0032 loss: 2.1462 03/09 06:52:30 - mmengine - INFO - Epoch(train) [64][ 900/2503] lr: 3.9705e-01 eta: 22:55:53 time: 0.1237 data_time: 0.0028 loss: 2.2785 03/09 06:52:43 - mmengine - INFO - Epoch(train) [64][1000/2503] lr: 3.9698e-01 eta: 22:55:38 time: 0.1670 data_time: 0.0026 loss: 2.3139 03/09 06:52:57 - mmengine - INFO - Epoch(train) [64][1100/2503] lr: 3.9691e-01 eta: 22:55:22 time: 0.1617 data_time: 0.0026 loss: 2.2293 03/09 06:53:11 - mmengine - INFO - Epoch(train) [64][1200/2503] lr: 3.9684e-01 eta: 22:55:09 time: 0.1990 data_time: 0.0028 loss: 2.3084 03/09 06:53:24 - mmengine - INFO - Epoch(train) [64][1300/2503] lr: 3.9678e-01 eta: 22:54:53 time: 0.1290 data_time: 0.0030 loss: 2.5292 03/09 06:53:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:53:38 - mmengine - INFO - Epoch(train) [64][1400/2503] lr: 3.9671e-01 eta: 22:54:37 time: 0.1280 data_time: 0.0025 loss: 2.2808 03/09 06:53:52 - mmengine - INFO - Epoch(train) [64][1500/2503] lr: 3.9664e-01 eta: 22:54:24 time: 0.1394 data_time: 0.0027 loss: 2.2764 03/09 06:54:06 - mmengine - INFO - Epoch(train) [64][1600/2503] lr: 3.9658e-01 eta: 22:54:09 time: 0.1199 data_time: 0.0030 loss: 2.3587 03/09 06:54:20 - mmengine - INFO - Epoch(train) [64][1700/2503] lr: 3.9651e-01 eta: 22:53:55 time: 0.1541 data_time: 0.0030 loss: 2.3507 03/09 06:54:33 - mmengine - INFO - Epoch(train) [64][1800/2503] lr: 3.9644e-01 eta: 22:53:40 time: 0.1188 data_time: 0.0027 loss: 2.3821 03/09 06:54:47 - mmengine - INFO - Epoch(train) [64][1900/2503] lr: 3.9637e-01 eta: 22:53:25 time: 0.1793 data_time: 0.0026 loss: 2.4526 03/09 06:55:01 - mmengine - INFO - Epoch(train) [64][2000/2503] lr: 3.9631e-01 eta: 22:53:09 time: 0.1220 data_time: 0.0029 loss: 2.2664 03/09 06:55:15 - mmengine - INFO - Epoch(train) [64][2100/2503] lr: 3.9624e-01 eta: 22:52:55 time: 0.1311 data_time: 0.0030 loss: 2.3301 03/09 06:55:28 - mmengine - INFO - Epoch(train) [64][2200/2503] lr: 3.9617e-01 eta: 22:52:38 time: 0.1396 data_time: 0.0027 loss: 2.1505 03/09 06:55:41 - mmengine - INFO - Epoch(train) [64][2300/2503] lr: 3.9611e-01 eta: 22:52:21 time: 0.1015 data_time: 0.0026 loss: 2.3652 03/09 06:55:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:55:55 - mmengine - INFO - Epoch(train) [64][2400/2503] lr: 3.9604e-01 eta: 22:52:06 time: 0.1117 data_time: 0.0026 loss: 2.4196 03/09 06:56:08 - mmengine - INFO - Epoch(train) [64][2500/2503] lr: 3.9597e-01 eta: 22:51:51 time: 0.1279 data_time: 0.0042 loss: 2.1650 03/09 06:56:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:56:09 - mmengine - INFO - Saving checkpoint at 64 epochs 03/09 06:56:36 - mmengine - INFO - Epoch(val) [64][98/98] accuracy/top1: 53.6760 accuracy/top5: 78.1840 03/09 06:56:51 - mmengine - INFO - Epoch(train) [65][ 100/2503] lr: 3.9590e-01 eta: 22:51:40 time: 0.1305 data_time: 0.0031 loss: 2.3272 03/09 06:57:05 - mmengine - INFO - Epoch(train) [65][ 200/2503] lr: 3.9584e-01 eta: 22:51:26 time: 0.1512 data_time: 0.0029 loss: 2.3274 03/09 06:57:19 - mmengine - INFO - Epoch(train) [65][ 300/2503] lr: 3.9577e-01 eta: 22:51:13 time: 0.1419 data_time: 0.0030 loss: 2.3270 03/09 06:57:33 - mmengine - INFO - Epoch(train) [65][ 400/2503] lr: 3.9570e-01 eta: 22:50:57 time: 0.1279 data_time: 0.0030 loss: 2.1863 03/09 06:57:46 - mmengine - INFO - Epoch(train) [65][ 500/2503] lr: 3.9564e-01 eta: 22:50:42 time: 0.1427 data_time: 0.0027 loss: 2.1261 03/09 06:58:00 - mmengine - INFO - Epoch(train) [65][ 600/2503] lr: 3.9557e-01 eta: 22:50:27 time: 0.1443 data_time: 0.0027 loss: 2.3496 03/09 06:58:13 - mmengine - INFO - Epoch(train) [65][ 700/2503] lr: 3.9550e-01 eta: 22:50:10 time: 0.1247 data_time: 0.0027 loss: 2.2413 03/09 06:58:27 - mmengine - INFO - Epoch(train) [65][ 800/2503] lr: 3.9543e-01 eta: 22:49:57 time: 0.1119 data_time: 0.0126 loss: 2.3371 03/09 06:58:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 06:58:41 - mmengine - INFO - Epoch(train) [65][ 900/2503] lr: 3.9537e-01 eta: 22:49:43 time: 0.1572 data_time: 0.0028 loss: 2.2442 03/09 06:58:55 - mmengine - INFO - Epoch(train) [65][1000/2503] lr: 3.9530e-01 eta: 22:49:29 time: 0.1519 data_time: 0.0027 loss: 2.2918 03/09 06:59:09 - mmengine - INFO - Epoch(train) [65][1100/2503] lr: 3.9523e-01 eta: 22:49:15 time: 0.1454 data_time: 0.0031 loss: 2.4134 03/09 06:59:23 - mmengine - INFO - Epoch(train) [65][1200/2503] lr: 3.9517e-01 eta: 22:48:59 time: 0.1218 data_time: 0.0025 loss: 2.2547 03/09 06:59:36 - mmengine - INFO - Epoch(train) [65][1300/2503] lr: 3.9510e-01 eta: 22:48:44 time: 0.1167 data_time: 0.0030 loss: 2.2609 03/09 06:59:50 - mmengine - INFO - Epoch(train) [65][1400/2503] lr: 3.9503e-01 eta: 22:48:29 time: 0.1083 data_time: 0.0029 loss: 2.3185 03/09 07:00:04 - mmengine - INFO - Epoch(train) [65][1500/2503] lr: 3.9497e-01 eta: 22:48:16 time: 0.1382 data_time: 0.0030 loss: 2.3690 03/09 07:00:18 - mmengine - INFO - Epoch(train) [65][1600/2503] lr: 3.9490e-01 eta: 22:48:01 time: 0.1249 data_time: 0.0027 loss: 2.3111 03/09 07:00:32 - mmengine - INFO - Epoch(train) [65][1700/2503] lr: 3.9483e-01 eta: 22:47:46 time: 0.1533 data_time: 0.0027 loss: 2.1738 03/09 07:00:46 - mmengine - INFO - Epoch(train) [65][1800/2503] lr: 3.9476e-01 eta: 22:47:31 time: 0.1308 data_time: 0.0032 loss: 2.4361 03/09 07:00:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:00:59 - mmengine - INFO - Epoch(train) [65][1900/2503] lr: 3.9470e-01 eta: 22:47:15 time: 0.1460 data_time: 0.0027 loss: 2.2406 03/09 07:01:13 - mmengine - INFO - Epoch(train) [65][2000/2503] lr: 3.9463e-01 eta: 22:47:00 time: 0.1282 data_time: 0.0028 loss: 2.2238 03/09 07:01:26 - mmengine - INFO - Epoch(train) [65][2100/2503] lr: 3.9456e-01 eta: 22:46:45 time: 0.1653 data_time: 0.0317 loss: 2.1731 03/09 07:01:40 - mmengine - INFO - Epoch(train) [65][2200/2503] lr: 3.9450e-01 eta: 22:46:29 time: 0.1384 data_time: 0.0024 loss: 2.1862 03/09 07:01:54 - mmengine - INFO - Epoch(train) [65][2300/2503] lr: 3.9443e-01 eta: 22:46:15 time: 0.1856 data_time: 0.0073 loss: 2.2699 03/09 07:02:07 - mmengine - INFO - Epoch(train) [65][2400/2503] lr: 3.9436e-01 eta: 22:45:59 time: 0.1479 data_time: 0.0027 loss: 2.3081 03/09 07:02:21 - mmengine - INFO - Epoch(train) [65][2500/2503] lr: 3.9429e-01 eta: 22:45:43 time: 0.1058 data_time: 0.0046 loss: 2.4439 03/09 07:02:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:02:21 - mmengine - INFO - Saving checkpoint at 65 epochs 03/09 07:02:48 - mmengine - INFO - Epoch(val) [65][98/98] accuracy/top1: 50.3100 accuracy/top5: 75.1140 03/09 07:03:03 - mmengine - INFO - Epoch(train) [66][ 100/2503] lr: 3.9423e-01 eta: 22:45:32 time: 0.1756 data_time: 0.0024 loss: 2.1778 03/09 07:03:16 - mmengine - INFO - Epoch(train) [66][ 200/2503] lr: 3.9416e-01 eta: 22:45:16 time: 0.1467 data_time: 0.0031 loss: 2.4275 03/09 07:03:30 - mmengine - INFO - Epoch(train) [66][ 300/2503] lr: 3.9409e-01 eta: 22:45:01 time: 0.1332 data_time: 0.0025 loss: 2.3108 03/09 07:03:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:03:43 - mmengine - INFO - Epoch(train) [66][ 400/2503] lr: 3.9402e-01 eta: 22:44:45 time: 0.1703 data_time: 0.0025 loss: 2.1836 03/09 07:03:56 - mmengine - INFO - Epoch(train) [66][ 500/2503] lr: 3.9396e-01 eta: 22:44:28 time: 0.1129 data_time: 0.0028 loss: 2.1373 03/09 07:04:11 - mmengine - INFO - Epoch(train) [66][ 600/2503] lr: 3.9389e-01 eta: 22:44:15 time: 0.1326 data_time: 0.0028 loss: 2.1676 03/09 07:04:24 - mmengine - INFO - Epoch(train) [66][ 700/2503] lr: 3.9382e-01 eta: 22:43:59 time: 0.1346 data_time: 0.0026 loss: 2.2118 03/09 07:04:38 - mmengine - INFO - Epoch(train) [66][ 800/2503] lr: 3.9376e-01 eta: 22:43:44 time: 0.1091 data_time: 0.0026 loss: 2.0902 03/09 07:04:51 - mmengine - INFO - Epoch(train) [66][ 900/2503] lr: 3.9369e-01 eta: 22:43:29 time: 0.1343 data_time: 0.0029 loss: 2.3094 03/09 07:05:05 - mmengine - INFO - Epoch(train) [66][1000/2503] lr: 3.9362e-01 eta: 22:43:12 time: 0.1167 data_time: 0.0028 loss: 2.3097 03/09 07:05:18 - mmengine - INFO - Epoch(train) [66][1100/2503] lr: 3.9356e-01 eta: 22:42:57 time: 0.1351 data_time: 0.0025 loss: 2.3862 03/09 07:05:32 - mmengine - INFO - Epoch(train) [66][1200/2503] lr: 3.9349e-01 eta: 22:42:42 time: 0.1164 data_time: 0.0030 loss: 2.4219 03/09 07:05:46 - mmengine - INFO - Epoch(train) [66][1300/2503] lr: 3.9342e-01 eta: 22:42:28 time: 0.1200 data_time: 0.0027 loss: 2.3912 03/09 07:05:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:06:00 - mmengine - INFO - Epoch(train) [66][1400/2503] lr: 3.9335e-01 eta: 22:42:13 time: 0.1285 data_time: 0.0026 loss: 2.4681 03/09 07:06:14 - mmengine - INFO - Epoch(train) [66][1500/2503] lr: 3.9329e-01 eta: 22:41:59 time: 0.1289 data_time: 0.0027 loss: 2.1180 03/09 07:06:27 - mmengine - INFO - Epoch(train) [66][1600/2503] lr: 3.9322e-01 eta: 22:41:44 time: 0.1093 data_time: 0.0025 loss: 2.2691 03/09 07:06:41 - mmengine - INFO - Epoch(train) [66][1700/2503] lr: 3.9315e-01 eta: 22:41:30 time: 0.1300 data_time: 0.0026 loss: 2.2256 03/09 07:06:55 - mmengine - INFO - Epoch(train) [66][1800/2503] lr: 3.9309e-01 eta: 22:41:15 time: 0.1610 data_time: 0.0027 loss: 2.3061 03/09 07:07:08 - mmengine - INFO - Epoch(train) [66][1900/2503] lr: 3.9302e-01 eta: 22:40:59 time: 0.1406 data_time: 0.0031 loss: 2.3725 03/09 07:07:22 - mmengine - INFO - Epoch(train) [66][2000/2503] lr: 3.9295e-01 eta: 22:40:43 time: 0.1457 data_time: 0.0028 loss: 2.2979 03/09 07:07:36 - mmengine - INFO - Epoch(train) [66][2100/2503] lr: 3.9288e-01 eta: 22:40:29 time: 0.1429 data_time: 0.0029 loss: 2.3255 03/09 07:07:49 - mmengine - INFO - Epoch(train) [66][2200/2503] lr: 3.9282e-01 eta: 22:40:14 time: 0.1541 data_time: 0.0028 loss: 2.3726 03/09 07:08:03 - mmengine - INFO - Epoch(train) [66][2300/2503] lr: 3.9275e-01 eta: 22:39:59 time: 0.1358 data_time: 0.0026 loss: 2.5164 03/09 07:08:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:08:17 - mmengine - INFO - Epoch(train) [66][2400/2503] lr: 3.9268e-01 eta: 22:39:43 time: 0.1462 data_time: 0.0149 loss: 2.2795 03/09 07:08:30 - mmengine - INFO - Epoch(train) [66][2500/2503] lr: 3.9262e-01 eta: 22:39:26 time: 0.1246 data_time: 0.0030 loss: 2.4375 03/09 07:08:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:08:30 - mmengine - INFO - Saving checkpoint at 66 epochs 03/09 07:08:55 - mmengine - INFO - Epoch(val) [66][98/98] accuracy/top1: 54.1900 accuracy/top5: 78.4860 03/09 07:09:11 - mmengine - INFO - Epoch(train) [67][ 100/2503] lr: 3.9255e-01 eta: 22:39:16 time: 0.1402 data_time: 0.0026 loss: 2.4053 03/09 07:09:25 - mmengine - INFO - Epoch(train) [67][ 200/2503] lr: 3.9248e-01 eta: 22:39:01 time: 0.1415 data_time: 0.0025 loss: 2.2001 03/09 07:09:38 - mmengine - INFO - Epoch(train) [67][ 300/2503] lr: 3.9241e-01 eta: 22:38:45 time: 0.1349 data_time: 0.0199 loss: 2.2976 03/09 07:09:52 - mmengine - INFO - Epoch(train) [67][ 400/2503] lr: 3.9235e-01 eta: 22:38:30 time: 0.1018 data_time: 0.0031 loss: 2.1864 03/09 07:10:06 - mmengine - INFO - Epoch(train) [67][ 500/2503] lr: 3.9228e-01 eta: 22:38:16 time: 0.1431 data_time: 0.0025 loss: 2.2341 03/09 07:10:19 - mmengine - INFO - Epoch(train) [67][ 600/2503] lr: 3.9221e-01 eta: 22:38:00 time: 0.1359 data_time: 0.0363 loss: 2.5259 03/09 07:10:33 - mmengine - INFO - Epoch(train) [67][ 700/2503] lr: 3.9215e-01 eta: 22:37:44 time: 0.1690 data_time: 0.0028 loss: 2.3330 03/09 07:10:46 - mmengine - INFO - Epoch(train) [67][ 800/2503] lr: 3.9208e-01 eta: 22:37:29 time: 0.1284 data_time: 0.0031 loss: 2.3391 03/09 07:10:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:11:00 - mmengine - INFO - Epoch(train) [67][ 900/2503] lr: 3.9201e-01 eta: 22:37:14 time: 0.1220 data_time: 0.0029 loss: 2.1414 03/09 07:11:14 - mmengine - INFO - Epoch(train) [67][1000/2503] lr: 3.9194e-01 eta: 22:37:00 time: 0.1350 data_time: 0.0028 loss: 2.2802 03/09 07:11:28 - mmengine - INFO - Epoch(train) [67][1100/2503] lr: 3.9188e-01 eta: 22:36:46 time: 0.1447 data_time: 0.0024 loss: 2.4543 03/09 07:11:41 - mmengine - INFO - Epoch(train) [67][1200/2503] lr: 3.9181e-01 eta: 22:36:30 time: 0.1043 data_time: 0.0065 loss: 2.1713 03/09 07:11:55 - mmengine - INFO - Epoch(train) [67][1300/2503] lr: 3.9174e-01 eta: 22:36:16 time: 0.1138 data_time: 0.0029 loss: 2.4206 03/09 07:12:09 - mmengine - INFO - Epoch(train) [67][1400/2503] lr: 3.9168e-01 eta: 22:36:01 time: 0.1439 data_time: 0.0027 loss: 2.2472 03/09 07:12:23 - mmengine - INFO - Epoch(train) [67][1500/2503] lr: 3.9161e-01 eta: 22:35:47 time: 0.1560 data_time: 0.0027 loss: 2.4101 03/09 07:12:36 - mmengine - INFO - Epoch(train) [67][1600/2503] lr: 3.9154e-01 eta: 22:35:31 time: 0.1310 data_time: 0.0029 loss: 2.2037 03/09 07:12:50 - mmengine - INFO - Epoch(train) [67][1700/2503] lr: 3.9148e-01 eta: 22:35:17 time: 0.1184 data_time: 0.0077 loss: 2.3926 03/09 07:13:04 - mmengine - INFO - Epoch(train) [67][1800/2503] lr: 3.9141e-01 eta: 22:35:01 time: 0.1394 data_time: 0.0191 loss: 2.3495 03/09 07:13:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:13:17 - mmengine - INFO - Epoch(train) [67][1900/2503] lr: 3.9134e-01 eta: 22:34:46 time: 0.1619 data_time: 0.0026 loss: 2.2721 03/09 07:13:31 - mmengine - INFO - Epoch(train) [67][2000/2503] lr: 3.9127e-01 eta: 22:34:31 time: 0.1162 data_time: 0.0036 loss: 2.2807 03/09 07:13:44 - mmengine - INFO - Epoch(train) [67][2100/2503] lr: 3.9121e-01 eta: 22:34:15 time: 0.1217 data_time: 0.0028 loss: 2.2048 03/09 07:13:58 - mmengine - INFO - Epoch(train) [67][2200/2503] lr: 3.9114e-01 eta: 22:34:00 time: 0.1282 data_time: 0.0030 loss: 2.3611 03/09 07:14:11 - mmengine - INFO - Epoch(train) [67][2300/2503] lr: 3.9107e-01 eta: 22:33:44 time: 0.0939 data_time: 0.0032 loss: 2.3261 03/09 07:14:25 - mmengine - INFO - Epoch(train) [67][2400/2503] lr: 3.9101e-01 eta: 22:33:29 time: 0.1154 data_time: 0.0030 loss: 2.1948 03/09 07:14:39 - mmengine - INFO - Epoch(train) [67][2500/2503] lr: 3.9094e-01 eta: 22:33:13 time: 0.1047 data_time: 0.0042 loss: 2.2602 03/09 07:14:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:14:39 - mmengine - INFO - Saving checkpoint at 67 epochs 03/09 07:15:06 - mmengine - INFO - Epoch(val) [67][98/98] accuracy/top1: 52.5400 accuracy/top5: 77.6120 03/09 07:15:21 - mmengine - INFO - Epoch(train) [68][ 100/2503] lr: 3.9087e-01 eta: 22:33:02 time: 0.1238 data_time: 0.0029 loss: 2.1953 03/09 07:15:35 - mmengine - INFO - Epoch(train) [68][ 200/2503] lr: 3.9080e-01 eta: 22:32:49 time: 0.1795 data_time: 0.0031 loss: 2.1162 03/09 07:15:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:15:49 - mmengine - INFO - Epoch(train) [68][ 300/2503] lr: 3.9074e-01 eta: 22:32:34 time: 0.1311 data_time: 0.0030 loss: 2.2654 03/09 07:16:02 - mmengine - INFO - Epoch(train) [68][ 400/2503] lr: 3.9067e-01 eta: 22:32:18 time: 0.1246 data_time: 0.0029 loss: 2.2420 03/09 07:16:16 - mmengine - INFO - Epoch(train) [68][ 500/2503] lr: 3.9060e-01 eta: 22:32:02 time: 0.1351 data_time: 0.0044 loss: 2.3320 03/09 07:16:29 - mmengine - INFO - Epoch(train) [68][ 600/2503] lr: 3.9053e-01 eta: 22:31:47 time: 0.1333 data_time: 0.0028 loss: 2.2211 03/09 07:16:43 - mmengine - INFO - Epoch(train) [68][ 700/2503] lr: 3.9047e-01 eta: 22:31:32 time: 0.1294 data_time: 0.0027 loss: 2.3547 03/09 07:16:57 - mmengine - INFO - Epoch(train) [68][ 800/2503] lr: 3.9040e-01 eta: 22:31:17 time: 0.1223 data_time: 0.0031 loss: 2.4354 03/09 07:17:10 - mmengine - INFO - Epoch(train) [68][ 900/2503] lr: 3.9033e-01 eta: 22:31:02 time: 0.1451 data_time: 0.0030 loss: 2.2217 03/09 07:17:24 - mmengine - INFO - Epoch(train) [68][1000/2503] lr: 3.9027e-01 eta: 22:30:47 time: 0.1254 data_time: 0.0031 loss: 2.2590 03/09 07:17:38 - mmengine - INFO - Epoch(train) [68][1100/2503] lr: 3.9020e-01 eta: 22:30:31 time: 0.1395 data_time: 0.0036 loss: 2.1986 03/09 07:17:51 - mmengine - INFO - Epoch(train) [68][1200/2503] lr: 3.9013e-01 eta: 22:30:17 time: 0.1681 data_time: 0.0026 loss: 2.2988 03/09 07:18:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:18:05 - mmengine - INFO - Epoch(train) [68][1300/2503] lr: 3.9007e-01 eta: 22:30:00 time: 0.1117 data_time: 0.0031 loss: 2.4739 03/09 07:18:19 - mmengine - INFO - Epoch(train) [68][1400/2503] lr: 3.9000e-01 eta: 22:29:46 time: 0.1189 data_time: 0.0027 loss: 2.3220 03/09 07:18:32 - mmengine - INFO - Epoch(train) [68][1500/2503] lr: 3.8993e-01 eta: 22:29:29 time: 0.1214 data_time: 0.0028 loss: 2.2667 03/09 07:18:46 - mmengine - INFO - Epoch(train) [68][1600/2503] lr: 3.8986e-01 eta: 22:29:15 time: 0.1601 data_time: 0.0028 loss: 2.3463 03/09 07:18:59 - mmengine - INFO - Epoch(train) [68][1700/2503] lr: 3.8980e-01 eta: 22:29:00 time: 0.1271 data_time: 0.0027 loss: 2.3394 03/09 07:19:13 - mmengine - INFO - Epoch(train) [68][1800/2503] lr: 3.8973e-01 eta: 22:28:46 time: 0.1229 data_time: 0.0029 loss: 2.2634 03/09 07:19:27 - mmengine - INFO - Epoch(train) [68][1900/2503] lr: 3.8966e-01 eta: 22:28:31 time: 0.1623 data_time: 0.0027 loss: 2.3034 03/09 07:19:40 - mmengine - INFO - Epoch(train) [68][2000/2503] lr: 3.8960e-01 eta: 22:28:15 time: 0.1322 data_time: 0.0027 loss: 2.1836 03/09 07:19:54 - mmengine - INFO - Epoch(train) [68][2100/2503] lr: 3.8953e-01 eta: 22:28:01 time: 0.1291 data_time: 0.0027 loss: 2.2064 03/09 07:20:08 - mmengine - INFO - Epoch(train) [68][2200/2503] lr: 3.8946e-01 eta: 22:27:45 time: 0.1469 data_time: 0.0270 loss: 2.2964 03/09 07:20:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:20:21 - mmengine - INFO - Epoch(train) [68][2300/2503] lr: 3.8940e-01 eta: 22:27:29 time: 0.1327 data_time: 0.0102 loss: 2.2160 03/09 07:20:35 - mmengine - INFO - Epoch(train) [68][2400/2503] lr: 3.8933e-01 eta: 22:27:16 time: 0.1582 data_time: 0.0030 loss: 2.3882 03/09 07:20:49 - mmengine - INFO - Epoch(train) [68][2500/2503] lr: 3.8926e-01 eta: 22:27:01 time: 0.1381 data_time: 0.0043 loss: 2.4246 03/09 07:20:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:20:50 - mmengine - INFO - Saving checkpoint at 68 epochs 03/09 07:21:17 - mmengine - INFO - Epoch(val) [68][98/98] accuracy/top1: 53.8480 accuracy/top5: 78.4720 03/09 07:21:32 - mmengine - INFO - Epoch(train) [69][ 100/2503] lr: 3.8919e-01 eta: 22:26:50 time: 0.1313 data_time: 0.0031 loss: 2.3013 03/09 07:21:45 - mmengine - INFO - Epoch(train) [69][ 200/2503] lr: 3.8913e-01 eta: 22:26:35 time: 0.1230 data_time: 0.0029 loss: 2.4486 03/09 07:21:59 - mmengine - INFO - Epoch(train) [69][ 300/2503] lr: 3.8906e-01 eta: 22:26:20 time: 0.1325 data_time: 0.0183 loss: 2.1470 03/09 07:22:13 - mmengine - INFO - Epoch(train) [69][ 400/2503] lr: 3.8899e-01 eta: 22:26:05 time: 0.1448 data_time: 0.0033 loss: 2.2173 03/09 07:22:26 - mmengine - INFO - Epoch(train) [69][ 500/2503] lr: 3.8892e-01 eta: 22:25:50 time: 0.1372 data_time: 0.0029 loss: 2.3571 03/09 07:22:40 - mmengine - INFO - Epoch(train) [69][ 600/2503] lr: 3.8886e-01 eta: 22:25:35 time: 0.1488 data_time: 0.0030 loss: 2.1754 03/09 07:22:54 - mmengine - INFO - Epoch(train) [69][ 700/2503] lr: 3.8879e-01 eta: 22:25:20 time: 0.1440 data_time: 0.0037 loss: 2.2639 03/09 07:23:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:23:07 - mmengine - INFO - Epoch(train) [69][ 800/2503] lr: 3.8872e-01 eta: 22:25:05 time: 0.1687 data_time: 0.0032 loss: 2.3736 03/09 07:23:21 - mmengine - INFO - Epoch(train) [69][ 900/2503] lr: 3.8866e-01 eta: 22:24:49 time: 0.1306 data_time: 0.0033 loss: 2.1604 03/09 07:23:35 - mmengine - INFO - Epoch(train) [69][1000/2503] lr: 3.8859e-01 eta: 22:24:34 time: 0.1323 data_time: 0.0028 loss: 2.2264 03/09 07:23:48 - mmengine - INFO - Epoch(train) [69][1100/2503] lr: 3.8852e-01 eta: 22:24:18 time: 0.1254 data_time: 0.0028 loss: 2.1735 03/09 07:24:02 - mmengine - INFO - Epoch(train) [69][1200/2503] lr: 3.8845e-01 eta: 22:24:04 time: 0.1552 data_time: 0.0029 loss: 2.3015 03/09 07:24:15 - mmengine - INFO - Epoch(train) [69][1300/2503] lr: 3.8839e-01 eta: 22:23:49 time: 0.1132 data_time: 0.0027 loss: 2.1903 03/09 07:24:29 - mmengine - INFO - Epoch(train) [69][1400/2503] lr: 3.8832e-01 eta: 22:23:33 time: 0.1491 data_time: 0.0032 loss: 2.2426 03/09 07:24:43 - mmengine - INFO - Epoch(train) [69][1500/2503] lr: 3.8825e-01 eta: 22:23:19 time: 0.1585 data_time: 0.0325 loss: 2.2635 03/09 07:24:56 - mmengine - INFO - Epoch(train) [69][1600/2503] lr: 3.8819e-01 eta: 22:23:02 time: 0.1436 data_time: 0.0029 loss: 2.2412 03/09 07:25:10 - mmengine - INFO - Epoch(train) [69][1700/2503] lr: 3.8812e-01 eta: 22:22:48 time: 0.1325 data_time: 0.0029 loss: 2.2204 03/09 07:25:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:25:24 - mmengine - INFO - Epoch(train) [69][1800/2503] lr: 3.8805e-01 eta: 22:22:33 time: 0.1430 data_time: 0.0029 loss: 2.3886 03/09 07:25:37 - mmengine - INFO - Epoch(train) [69][1900/2503] lr: 3.8799e-01 eta: 22:22:18 time: 0.1479 data_time: 0.0027 loss: 2.3230 03/09 07:25:51 - mmengine - INFO - Epoch(train) [69][2000/2503] lr: 3.8792e-01 eta: 22:22:04 time: 0.1412 data_time: 0.0029 loss: 2.1216 03/09 07:26:05 - mmengine - INFO - Epoch(train) [69][2100/2503] lr: 3.8785e-01 eta: 22:21:49 time: 0.1220 data_time: 0.0029 loss: 2.2804 03/09 07:26:19 - mmengine - INFO - Epoch(train) [69][2200/2503] lr: 3.8778e-01 eta: 22:21:34 time: 0.1454 data_time: 0.0028 loss: 2.2103 03/09 07:26:32 - mmengine - INFO - Epoch(train) [69][2300/2503] lr: 3.8772e-01 eta: 22:21:18 time: 0.1241 data_time: 0.0311 loss: 2.2156 03/09 07:26:45 - mmengine - INFO - Epoch(train) [69][2400/2503] lr: 3.8765e-01 eta: 22:21:03 time: 0.1343 data_time: 0.0029 loss: 2.3475 03/09 07:26:59 - mmengine - INFO - Epoch(train) [69][2500/2503] lr: 3.8758e-01 eta: 22:20:48 time: 0.1406 data_time: 0.0045 loss: 2.3600 03/09 07:26:59 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:27:00 - mmengine - INFO - Saving checkpoint at 69 epochs 03/09 07:27:27 - mmengine - INFO - Epoch(val) [69][98/98] accuracy/top1: 52.5940 accuracy/top5: 77.4360 03/09 07:27:42 - mmengine - INFO - Epoch(train) [70][ 100/2503] lr: 3.8751e-01 eta: 22:20:38 time: 0.1743 data_time: 0.0030 loss: 2.4047 03/09 07:27:56 - mmengine - INFO - Epoch(train) [70][ 200/2503] lr: 3.8745e-01 eta: 22:20:24 time: 0.1944 data_time: 0.0029 loss: 2.0816 03/09 07:28:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:28:10 - mmengine - INFO - Epoch(train) [70][ 300/2503] lr: 3.8738e-01 eta: 22:20:09 time: 0.1585 data_time: 0.0026 loss: 2.2224 03/09 07:28:24 - mmengine - INFO - Epoch(train) [70][ 400/2503] lr: 3.8731e-01 eta: 22:19:55 time: 0.1883 data_time: 0.0027 loss: 2.2823 03/09 07:28:37 - mmengine - INFO - Epoch(train) [70][ 500/2503] lr: 3.8725e-01 eta: 22:19:40 time: 0.1489 data_time: 0.0035 loss: 2.2506 03/09 07:28:51 - mmengine - INFO - Epoch(train) [70][ 600/2503] lr: 3.8718e-01 eta: 22:19:24 time: 0.1367 data_time: 0.0030 loss: 2.2679 03/09 07:29:05 - mmengine - INFO - Epoch(train) [70][ 700/2503] lr: 3.8711e-01 eta: 22:19:10 time: 0.1228 data_time: 0.0032 loss: 2.3521 03/09 07:29:19 - mmengine - INFO - Epoch(train) [70][ 800/2503] lr: 3.8705e-01 eta: 22:18:55 time: 0.1464 data_time: 0.0028 loss: 2.2892 03/09 07:29:33 - mmengine - INFO - Epoch(train) [70][ 900/2503] lr: 3.8698e-01 eta: 22:18:42 time: 0.1506 data_time: 0.0030 loss: 2.2866 03/09 07:29:46 - mmengine - INFO - Epoch(train) [70][1000/2503] lr: 3.8691e-01 eta: 22:18:25 time: 0.1343 data_time: 0.0026 loss: 2.2728 03/09 07:30:00 - mmengine - INFO - Epoch(train) [70][1100/2503] lr: 3.8684e-01 eta: 22:18:12 time: 0.1508 data_time: 0.0027 loss: 2.2784 03/09 07:30:14 - mmengine - INFO - Epoch(train) [70][1200/2503] lr: 3.8678e-01 eta: 22:17:57 time: 0.1486 data_time: 0.0029 loss: 2.1118 03/09 07:30:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:30:28 - mmengine - INFO - Epoch(train) [70][1300/2503] lr: 3.8671e-01 eta: 22:17:43 time: 0.1426 data_time: 0.0026 loss: 2.3257 03/09 07:30:41 - mmengine - INFO - Epoch(train) [70][1400/2503] lr: 3.8664e-01 eta: 22:17:27 time: 0.1065 data_time: 0.0027 loss: 2.4211 03/09 07:30:56 - mmengine - INFO - Epoch(train) [70][1500/2503] lr: 3.8658e-01 eta: 22:17:15 time: 0.1494 data_time: 0.0030 loss: 2.4417 03/09 07:31:09 - mmengine - INFO - Epoch(train) [70][1600/2503] lr: 3.8651e-01 eta: 22:16:59 time: 0.1371 data_time: 0.0028 loss: 2.3458 03/09 07:31:22 - mmengine - INFO - Epoch(train) [70][1700/2503] lr: 3.8644e-01 eta: 22:16:43 time: 0.1218 data_time: 0.0029 loss: 2.2958 03/09 07:31:36 - mmengine - INFO - Epoch(train) [70][1800/2503] lr: 3.8637e-01 eta: 22:16:28 time: 0.1424 data_time: 0.0030 loss: 2.0934 03/09 07:31:50 - mmengine - INFO - Epoch(train) [70][1900/2503] lr: 3.8631e-01 eta: 22:16:14 time: 0.1048 data_time: 0.0029 loss: 2.2823 03/09 07:32:04 - mmengine - INFO - Epoch(train) [70][2000/2503] lr: 3.8624e-01 eta: 22:15:59 time: 0.1350 data_time: 0.0027 loss: 2.3066 03/09 07:32:18 - mmengine - INFO - Epoch(train) [70][2100/2503] lr: 3.8617e-01 eta: 22:15:45 time: 0.1399 data_time: 0.0030 loss: 2.3606 03/09 07:32:31 - mmengine - INFO - Epoch(train) [70][2200/2503] lr: 3.8611e-01 eta: 22:15:30 time: 0.1412 data_time: 0.0029 loss: 2.2035 03/09 07:32:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:32:45 - mmengine - INFO - Epoch(train) [70][2300/2503] lr: 3.8604e-01 eta: 22:15:16 time: 0.1403 data_time: 0.0030 loss: 2.5161 03/09 07:32:59 - mmengine - INFO - Epoch(train) [70][2400/2503] lr: 3.8597e-01 eta: 22:15:01 time: 0.1396 data_time: 0.0026 loss: 2.3640 03/09 07:33:12 - mmengine - INFO - Epoch(train) [70][2500/2503] lr: 3.8591e-01 eta: 22:14:46 time: 0.1060 data_time: 0.0034 loss: 2.3910 03/09 07:33:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:33:13 - mmengine - INFO - Saving checkpoint at 70 epochs 03/09 07:33:39 - mmengine - INFO - Epoch(val) [70][98/98] accuracy/top1: 53.7860 accuracy/top5: 78.4780 03/09 07:33:54 - mmengine - INFO - Epoch(train) [71][ 100/2503] lr: 3.8584e-01 eta: 22:14:35 time: 0.1406 data_time: 0.0033 loss: 2.2327 03/09 07:34:08 - mmengine - INFO - Epoch(train) [71][ 200/2503] lr: 3.8577e-01 eta: 22:14:22 time: 0.1741 data_time: 0.0028 loss: 2.2491 03/09 07:34:22 - mmengine - INFO - Epoch(train) [71][ 300/2503] lr: 3.8570e-01 eta: 22:14:08 time: 0.1509 data_time: 0.0028 loss: 2.3706 03/09 07:34:36 - mmengine - INFO - Epoch(train) [71][ 400/2503] lr: 3.8564e-01 eta: 22:13:53 time: 0.0960 data_time: 0.0031 loss: 2.3695 03/09 07:34:50 - mmengine - INFO - Epoch(train) [71][ 500/2503] lr: 3.8557e-01 eta: 22:13:40 time: 0.1444 data_time: 0.0028 loss: 2.3573 03/09 07:35:04 - mmengine - INFO - Epoch(train) [71][ 600/2503] lr: 3.8550e-01 eta: 22:13:26 time: 0.1376 data_time: 0.0030 loss: 2.3244 03/09 07:35:18 - mmengine - INFO - Epoch(train) [71][ 700/2503] lr: 3.8543e-01 eta: 22:13:11 time: 0.1484 data_time: 0.0027 loss: 2.3893 03/09 07:35:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:35:32 - mmengine - INFO - Epoch(train) [71][ 800/2503] lr: 3.8537e-01 eta: 22:12:57 time: 0.1434 data_time: 0.0028 loss: 2.2315 03/09 07:35:45 - mmengine - INFO - Epoch(train) [71][ 900/2503] lr: 3.8530e-01 eta: 22:12:40 time: 0.1303 data_time: 0.0033 loss: 2.2601 03/09 07:35:59 - mmengine - INFO - Epoch(train) [71][1000/2503] lr: 3.8523e-01 eta: 22:12:26 time: 0.1585 data_time: 0.0029 loss: 2.3567 03/09 07:36:12 - mmengine - INFO - Epoch(train) [71][1100/2503] lr: 3.8517e-01 eta: 22:12:10 time: 0.1035 data_time: 0.0026 loss: 2.3512 03/09 07:36:26 - mmengine - INFO - Epoch(train) [71][1200/2503] lr: 3.8510e-01 eta: 22:11:56 time: 0.1366 data_time: 0.0026 loss: 2.3638 03/09 07:36:40 - mmengine - INFO - Epoch(train) [71][1300/2503] lr: 3.8503e-01 eta: 22:11:41 time: 0.1553 data_time: 0.0027 loss: 2.3975 03/09 07:36:53 - mmengine - INFO - Epoch(train) [71][1400/2503] lr: 3.8496e-01 eta: 22:11:26 time: 0.1525 data_time: 0.0030 loss: 2.3071 03/09 07:37:07 - mmengine - INFO - Epoch(train) [71][1500/2503] lr: 3.8490e-01 eta: 22:11:10 time: 0.1166 data_time: 0.0029 loss: 2.3572 03/09 07:37:21 - mmengine - INFO - Epoch(train) [71][1600/2503] lr: 3.8483e-01 eta: 22:10:57 time: 0.1553 data_time: 0.0029 loss: 2.3083 03/09 07:37:35 - mmengine - INFO - Epoch(train) [71][1700/2503] lr: 3.8476e-01 eta: 22:10:43 time: 0.1813 data_time: 0.0027 loss: 2.3605 03/09 07:37:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:37:48 - mmengine - INFO - Epoch(train) [71][1800/2503] lr: 3.8470e-01 eta: 22:10:27 time: 0.1007 data_time: 0.0029 loss: 2.1134 03/09 07:38:02 - mmengine - INFO - Epoch(train) [71][1900/2503] lr: 3.8463e-01 eta: 22:10:13 time: 0.1345 data_time: 0.0027 loss: 2.3712 03/09 07:38:16 - mmengine - INFO - Epoch(train) [71][2000/2503] lr: 3.8456e-01 eta: 22:09:58 time: 0.1212 data_time: 0.0029 loss: 2.3603 03/09 07:38:29 - mmengine - INFO - Epoch(train) [71][2100/2503] lr: 3.8450e-01 eta: 22:09:42 time: 0.1159 data_time: 0.0029 loss: 2.3109 03/09 07:38:43 - mmengine - INFO - Epoch(train) [71][2200/2503] lr: 3.8443e-01 eta: 22:09:27 time: 0.1604 data_time: 0.0030 loss: 2.4557 03/09 07:38:56 - mmengine - INFO - Epoch(train) [71][2300/2503] lr: 3.8436e-01 eta: 22:09:11 time: 0.1145 data_time: 0.0028 loss: 2.2518 03/09 07:39:10 - mmengine - INFO - Epoch(train) [71][2400/2503] lr: 3.8429e-01 eta: 22:08:57 time: 0.1280 data_time: 0.0027 loss: 2.3406 03/09 07:39:23 - mmengine - INFO - Epoch(train) [71][2500/2503] lr: 3.8423e-01 eta: 22:08:41 time: 0.1156 data_time: 0.0040 loss: 2.3477 03/09 07:39:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:39:24 - mmengine - INFO - Saving checkpoint at 71 epochs 03/09 07:39:50 - mmengine - INFO - Epoch(val) [71][98/98] accuracy/top1: 53.5160 accuracy/top5: 78.0660 03/09 07:40:05 - mmengine - INFO - Epoch(train) [72][ 100/2503] lr: 3.8416e-01 eta: 22:08:31 time: 0.1314 data_time: 0.0030 loss: 2.3305 03/09 07:40:19 - mmengine - INFO - Epoch(train) [72][ 200/2503] lr: 3.8409e-01 eta: 22:08:17 time: 0.1330 data_time: 0.0239 loss: 2.1586 03/09 07:40:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:40:33 - mmengine - INFO - Epoch(train) [72][ 300/2503] lr: 3.8402e-01 eta: 22:08:02 time: 0.1043 data_time: 0.0028 loss: 2.1956 03/09 07:40:46 - mmengine - INFO - Epoch(train) [72][ 400/2503] lr: 3.8396e-01 eta: 22:07:46 time: 0.1173 data_time: 0.0031 loss: 2.3297 03/09 07:41:00 - mmengine - INFO - Epoch(train) [72][ 500/2503] lr: 3.8389e-01 eta: 22:07:32 time: 0.1364 data_time: 0.0027 loss: 2.2395 03/09 07:41:14 - mmengine - INFO - Epoch(train) [72][ 600/2503] lr: 3.8382e-01 eta: 22:07:16 time: 0.1265 data_time: 0.0029 loss: 2.4295 03/09 07:41:27 - mmengine - INFO - Epoch(train) [72][ 700/2503] lr: 3.8376e-01 eta: 22:07:01 time: 0.1250 data_time: 0.0028 loss: 2.3690 03/09 07:41:41 - mmengine - INFO - Epoch(train) [72][ 800/2503] lr: 3.8369e-01 eta: 22:06:47 time: 0.1468 data_time: 0.0032 loss: 2.5352 03/09 07:41:54 - mmengine - INFO - Epoch(train) [72][ 900/2503] lr: 3.8362e-01 eta: 22:06:31 time: 0.1675 data_time: 0.0031 loss: 2.3243 03/09 07:42:08 - mmengine - INFO - Epoch(train) [72][1000/2503] lr: 3.8356e-01 eta: 22:06:16 time: 0.1335 data_time: 0.0032 loss: 2.1415 03/09 07:42:22 - mmengine - INFO - Epoch(train) [72][1100/2503] lr: 3.8349e-01 eta: 22:06:03 time: 0.1735 data_time: 0.0035 loss: 2.3521 03/09 07:42:36 - mmengine - INFO - Epoch(train) [72][1200/2503] lr: 3.8342e-01 eta: 22:05:47 time: 0.1390 data_time: 0.0028 loss: 2.4534 03/09 07:42:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:42:49 - mmengine - INFO - Epoch(train) [72][1300/2503] lr: 3.8335e-01 eta: 22:05:33 time: 0.1444 data_time: 0.0031 loss: 2.3474 03/09 07:43:03 - mmengine - INFO - Epoch(train) [72][1400/2503] lr: 3.8329e-01 eta: 22:05:18 time: 0.1676 data_time: 0.0028 loss: 2.1473 03/09 07:43:17 - mmengine - INFO - Epoch(train) [72][1500/2503] lr: 3.8322e-01 eta: 22:05:03 time: 0.0979 data_time: 0.0030 loss: 2.0878 03/09 07:43:30 - mmengine - INFO - Epoch(train) [72][1600/2503] lr: 3.8315e-01 eta: 22:04:48 time: 0.1201 data_time: 0.0029 loss: 2.2028 03/09 07:43:44 - mmengine - INFO - Epoch(train) [72][1700/2503] lr: 3.8309e-01 eta: 22:04:32 time: 0.1169 data_time: 0.0029 loss: 2.3278 03/09 07:43:58 - mmengine - INFO - Epoch(train) [72][1800/2503] lr: 3.8302e-01 eta: 22:04:18 time: 0.1382 data_time: 0.0027 loss: 2.3813 03/09 07:44:11 - mmengine - INFO - Epoch(train) [72][1900/2503] lr: 3.8295e-01 eta: 22:04:02 time: 0.1166 data_time: 0.0030 loss: 2.4102 03/09 07:44:24 - mmengine - INFO - Epoch(train) [72][2000/2503] lr: 3.8288e-01 eta: 22:03:46 time: 0.1101 data_time: 0.0028 loss: 2.2862 03/09 07:44:38 - mmengine - INFO - Epoch(train) [72][2100/2503] lr: 3.8282e-01 eta: 22:03:32 time: 0.1409 data_time: 0.0032 loss: 2.2914 03/09 07:44:52 - mmengine - INFO - Epoch(train) [72][2200/2503] lr: 3.8275e-01 eta: 22:03:17 time: 0.1462 data_time: 0.0029 loss: 2.2192 03/09 07:45:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:45:06 - mmengine - INFO - Epoch(train) [72][2300/2503] lr: 3.8268e-01 eta: 22:03:02 time: 0.1330 data_time: 0.0349 loss: 2.3508 03/09 07:45:19 - mmengine - INFO - Epoch(train) [72][2400/2503] lr: 3.8262e-01 eta: 22:02:47 time: 0.1558 data_time: 0.0030 loss: 2.3025 03/09 07:45:32 - mmengine - INFO - Epoch(train) [72][2500/2503] lr: 3.8255e-01 eta: 22:02:31 time: 0.1017 data_time: 0.0041 loss: 2.3248 03/09 07:45:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:45:33 - mmengine - INFO - Saving checkpoint at 72 epochs 03/09 07:45:59 - mmengine - INFO - Epoch(val) [72][98/98] accuracy/top1: 52.5520 accuracy/top5: 77.2960 03/09 07:46:15 - mmengine - INFO - Epoch(train) [73][ 100/2503] lr: 3.8248e-01 eta: 22:02:20 time: 0.1463 data_time: 0.0028 loss: 2.3662 03/09 07:46:28 - mmengine - INFO - Epoch(train) [73][ 200/2503] lr: 3.8241e-01 eta: 22:02:06 time: 0.1631 data_time: 0.0029 loss: 2.2199 03/09 07:46:42 - mmengine - INFO - Epoch(train) [73][ 300/2503] lr: 3.8235e-01 eta: 22:01:50 time: 0.1365 data_time: 0.0027 loss: 2.2600 03/09 07:46:56 - mmengine - INFO - Epoch(train) [73][ 400/2503] lr: 3.8228e-01 eta: 22:01:36 time: 0.1535 data_time: 0.0121 loss: 2.2083 03/09 07:47:10 - mmengine - INFO - Epoch(train) [73][ 500/2503] lr: 3.8221e-01 eta: 22:01:22 time: 0.1185 data_time: 0.0194 loss: 2.1606 03/09 07:47:23 - mmengine - INFO - Epoch(train) [73][ 600/2503] lr: 3.8215e-01 eta: 22:01:08 time: 0.1544 data_time: 0.0026 loss: 2.2171 03/09 07:47:37 - mmengine - INFO - Epoch(train) [73][ 700/2503] lr: 3.8208e-01 eta: 22:00:52 time: 0.1116 data_time: 0.0031 loss: 2.4378 03/09 07:47:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:47:51 - mmengine - INFO - Epoch(train) [73][ 800/2503] lr: 3.8201e-01 eta: 22:00:38 time: 0.1512 data_time: 0.0029 loss: 2.2056 03/09 07:48:05 - mmengine - INFO - Epoch(train) [73][ 900/2503] lr: 3.8194e-01 eta: 22:00:24 time: 0.1382 data_time: 0.0028 loss: 2.3530 03/09 07:48:19 - mmengine - INFO - Epoch(train) [73][1000/2503] lr: 3.8188e-01 eta: 22:00:10 time: 0.1557 data_time: 0.0030 loss: 2.3495 03/09 07:48:32 - mmengine - INFO - Epoch(train) [73][1100/2503] lr: 3.8181e-01 eta: 21:59:54 time: 0.1525 data_time: 0.0028 loss: 2.3582 03/09 07:48:46 - mmengine - INFO - Epoch(train) [73][1200/2503] lr: 3.8174e-01 eta: 21:59:39 time: 0.1437 data_time: 0.0026 loss: 2.2954 03/09 07:48:59 - mmengine - INFO - Epoch(train) [73][1300/2503] lr: 3.8168e-01 eta: 21:59:24 time: 0.1472 data_time: 0.0027 loss: 2.2637 03/09 07:49:13 - mmengine - INFO - Epoch(train) [73][1400/2503] lr: 3.8161e-01 eta: 21:59:08 time: 0.1019 data_time: 0.0030 loss: 2.2497 03/09 07:49:26 - mmengine - INFO - Epoch(train) [73][1500/2503] lr: 3.8154e-01 eta: 21:58:53 time: 0.1144 data_time: 0.0030 loss: 2.4680 03/09 07:49:40 - mmengine - INFO - Epoch(train) [73][1600/2503] lr: 3.8148e-01 eta: 21:58:38 time: 0.1218 data_time: 0.0026 loss: 2.2440 03/09 07:49:54 - mmengine - INFO - Epoch(train) [73][1700/2503] lr: 3.8141e-01 eta: 21:58:23 time: 0.1370 data_time: 0.0027 loss: 2.3191 03/09 07:50:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:50:08 - mmengine - INFO - Epoch(train) [73][1800/2503] lr: 3.8134e-01 eta: 21:58:09 time: 0.1134 data_time: 0.0029 loss: 2.4054 03/09 07:50:21 - mmengine - INFO - Epoch(train) [73][1900/2503] lr: 3.8127e-01 eta: 21:57:54 time: 0.1176 data_time: 0.0028 loss: 2.0524 03/09 07:50:35 - mmengine - INFO - Epoch(train) [73][2000/2503] lr: 3.8121e-01 eta: 21:57:39 time: 0.1330 data_time: 0.0029 loss: 2.1314 03/09 07:50:49 - mmengine - INFO - Epoch(train) [73][2100/2503] lr: 3.8114e-01 eta: 21:57:26 time: 0.1577 data_time: 0.0029 loss: 2.2728 03/09 07:51:02 - mmengine - INFO - Epoch(train) [73][2200/2503] lr: 3.8107e-01 eta: 21:57:09 time: 0.1247 data_time: 0.0034 loss: 2.3437 03/09 07:51:16 - mmengine - INFO - Epoch(train) [73][2300/2503] lr: 3.8101e-01 eta: 21:56:55 time: 0.1520 data_time: 0.0028 loss: 2.1898 03/09 07:51:30 - mmengine - INFO - Epoch(train) [73][2400/2503] lr: 3.8094e-01 eta: 21:56:40 time: 0.1252 data_time: 0.0032 loss: 2.3256 03/09 07:51:43 - mmengine - INFO - Epoch(train) [73][2500/2503] lr: 3.8087e-01 eta: 21:56:23 time: 0.0984 data_time: 0.0050 loss: 2.2359 03/09 07:51:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:51:43 - mmengine - INFO - Saving checkpoint at 73 epochs 03/09 07:52:10 - mmengine - INFO - Epoch(val) [73][98/98] accuracy/top1: 52.4080 accuracy/top5: 77.5540 03/09 07:52:25 - mmengine - INFO - Epoch(train) [74][ 100/2503] lr: 3.8080e-01 eta: 21:56:11 time: 0.1429 data_time: 0.0116 loss: 2.2599 03/09 07:52:39 - mmengine - INFO - Epoch(train) [74][ 200/2503] lr: 3.8074e-01 eta: 21:55:57 time: 0.1413 data_time: 0.0029 loss: 2.2904 03/09 07:52:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:52:52 - mmengine - INFO - Epoch(train) [74][ 300/2503] lr: 3.8067e-01 eta: 21:55:42 time: 0.1420 data_time: 0.0028 loss: 2.4570 03/09 07:53:06 - mmengine - INFO - Epoch(train) [74][ 400/2503] lr: 3.8060e-01 eta: 21:55:27 time: 0.1119 data_time: 0.0029 loss: 2.1654 03/09 07:53:19 - mmengine - INFO - Epoch(train) [74][ 500/2503] lr: 3.8053e-01 eta: 21:55:11 time: 0.1137 data_time: 0.0028 loss: 2.4553 03/09 07:53:33 - mmengine - INFO - Epoch(train) [74][ 600/2503] lr: 3.8047e-01 eta: 21:54:56 time: 0.1220 data_time: 0.0031 loss: 2.3410 03/09 07:53:47 - mmengine - INFO - Epoch(train) [74][ 700/2503] lr: 3.8040e-01 eta: 21:54:42 time: 0.1032 data_time: 0.0067 loss: 2.2087 03/09 07:54:00 - mmengine - INFO - Epoch(train) [74][ 800/2503] lr: 3.8033e-01 eta: 21:54:25 time: 0.1173 data_time: 0.0028 loss: 2.3730 03/09 07:54:14 - mmengine - INFO - Epoch(train) [74][ 900/2503] lr: 3.8027e-01 eta: 21:54:12 time: 0.1264 data_time: 0.0029 loss: 2.3136 03/09 07:54:28 - mmengine - INFO - Epoch(train) [74][1000/2503] lr: 3.8020e-01 eta: 21:53:57 time: 0.1507 data_time: 0.0028 loss: 2.3299 03/09 07:54:41 - mmengine - INFO - Epoch(train) [74][1100/2503] lr: 3.8013e-01 eta: 21:53:41 time: 0.1527 data_time: 0.0030 loss: 2.3503 03/09 07:54:55 - mmengine - INFO - Epoch(train) [74][1200/2503] lr: 3.8007e-01 eta: 21:53:27 time: 0.1395 data_time: 0.0030 loss: 2.3240 03/09 07:55:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:55:09 - mmengine - INFO - Epoch(train) [74][1300/2503] lr: 3.8000e-01 eta: 21:53:13 time: 0.1253 data_time: 0.0029 loss: 2.2735 03/09 07:55:22 - mmengine - INFO - Epoch(train) [74][1400/2503] lr: 3.7993e-01 eta: 21:52:58 time: 0.1410 data_time: 0.0029 loss: 2.1511 03/09 07:55:36 - mmengine - INFO - Epoch(train) [74][1500/2503] lr: 3.7986e-01 eta: 21:52:43 time: 0.1061 data_time: 0.0029 loss: 2.3183 03/09 07:55:50 - mmengine - INFO - Epoch(train) [74][1600/2503] lr: 3.7980e-01 eta: 21:52:27 time: 0.1326 data_time: 0.0035 loss: 2.2630 03/09 07:56:03 - mmengine - INFO - Epoch(train) [74][1700/2503] lr: 3.7973e-01 eta: 21:52:13 time: 0.1182 data_time: 0.0029 loss: 2.4927 03/09 07:56:17 - mmengine - INFO - Epoch(train) [74][1800/2503] lr: 3.7966e-01 eta: 21:51:57 time: 0.1331 data_time: 0.0032 loss: 2.3457 03/09 07:56:30 - mmengine - INFO - Epoch(train) [74][1900/2503] lr: 3.7960e-01 eta: 21:51:42 time: 0.1293 data_time: 0.0030 loss: 2.2928 03/09 07:56:44 - mmengine - INFO - Epoch(train) [74][2000/2503] lr: 3.7953e-01 eta: 21:51:27 time: 0.1383 data_time: 0.0029 loss: 2.3843 03/09 07:56:58 - mmengine - INFO - Epoch(train) [74][2100/2503] lr: 3.7946e-01 eta: 21:51:13 time: 0.1268 data_time: 0.0030 loss: 2.2203 03/09 07:57:12 - mmengine - INFO - Epoch(train) [74][2200/2503] lr: 3.7940e-01 eta: 21:50:58 time: 0.1211 data_time: 0.0030 loss: 2.3715 03/09 07:57:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:57:25 - mmengine - INFO - Epoch(train) [74][2300/2503] lr: 3.7933e-01 eta: 21:50:43 time: 0.1425 data_time: 0.0033 loss: 2.3369 03/09 07:57:39 - mmengine - INFO - Epoch(train) [74][2400/2503] lr: 3.7926e-01 eta: 21:50:28 time: 0.1551 data_time: 0.0030 loss: 2.2666 03/09 07:57:52 - mmengine - INFO - Epoch(train) [74][2500/2503] lr: 3.7919e-01 eta: 21:50:12 time: 0.1347 data_time: 0.0031 loss: 2.3292 03/09 07:57:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 07:57:53 - mmengine - INFO - Saving checkpoint at 74 epochs 03/09 07:58:18 - mmengine - INFO - Epoch(val) [74][98/98] accuracy/top1: 53.4180 accuracy/top5: 78.1040 03/09 07:58:33 - mmengine - INFO - Epoch(train) [75][ 100/2503] lr: 3.7913e-01 eta: 21:50:00 time: 0.1288 data_time: 0.0034 loss: 2.4105 03/09 07:58:47 - mmengine - INFO - Epoch(train) [75][ 200/2503] lr: 3.7906e-01 eta: 21:49:45 time: 0.1253 data_time: 0.0032 loss: 2.3170 03/09 07:59:01 - mmengine - INFO - Epoch(train) [75][ 300/2503] lr: 3.7899e-01 eta: 21:49:31 time: 0.1595 data_time: 0.0031 loss: 2.2728 03/09 07:59:15 - mmengine - INFO - Epoch(train) [75][ 400/2503] lr: 3.7892e-01 eta: 21:49:16 time: 0.1566 data_time: 0.0041 loss: 2.2868 03/09 07:59:29 - mmengine - INFO - Epoch(train) [75][ 500/2503] lr: 3.7886e-01 eta: 21:49:04 time: 0.1281 data_time: 0.0027 loss: 2.0359 03/09 07:59:43 - mmengine - INFO - Epoch(train) [75][ 600/2503] lr: 3.7879e-01 eta: 21:48:50 time: 0.1366 data_time: 0.0031 loss: 2.3020 03/09 07:59:57 - mmengine - INFO - Epoch(train) [75][ 700/2503] lr: 3.7872e-01 eta: 21:48:37 time: 0.1360 data_time: 0.0030 loss: 2.2662 03/09 08:00:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:00:12 - mmengine - INFO - Epoch(train) [75][ 800/2503] lr: 3.7866e-01 eta: 21:48:25 time: 0.1450 data_time: 0.0026 loss: 2.1377 03/09 08:00:26 - mmengine - INFO - Epoch(train) [75][ 900/2503] lr: 3.7859e-01 eta: 21:48:13 time: 0.1755 data_time: 0.0027 loss: 2.2054 03/09 08:00:40 - mmengine - INFO - Epoch(train) [75][1000/2503] lr: 3.7852e-01 eta: 21:47:58 time: 0.1054 data_time: 0.0026 loss: 2.2170 03/09 08:00:55 - mmengine - INFO - Epoch(train) [75][1100/2503] lr: 3.7845e-01 eta: 21:47:46 time: 0.1091 data_time: 0.0030 loss: 2.2162 03/09 08:01:08 - mmengine - INFO - Epoch(train) [75][1200/2503] lr: 3.7839e-01 eta: 21:47:31 time: 0.1015 data_time: 0.0031 loss: 2.2628 03/09 08:01:22 - mmengine - INFO - Epoch(train) [75][1300/2503] lr: 3.7832e-01 eta: 21:47:16 time: 0.1472 data_time: 0.0036 loss: 2.2858 03/09 08:01:36 - mmengine - INFO - Epoch(train) [75][1400/2503] lr: 3.7825e-01 eta: 21:47:01 time: 0.1479 data_time: 0.0028 loss: 2.3797 03/09 08:01:50 - mmengine - INFO - Epoch(train) [75][1500/2503] lr: 3.7819e-01 eta: 21:46:47 time: 0.1566 data_time: 0.0028 loss: 2.2936 03/09 08:02:03 - mmengine - INFO - Epoch(train) [75][1600/2503] lr: 3.7812e-01 eta: 21:46:31 time: 0.1387 data_time: 0.0030 loss: 2.2824 03/09 08:02:16 - mmengine - INFO - Epoch(train) [75][1700/2503] lr: 3.7805e-01 eta: 21:46:16 time: 0.1246 data_time: 0.0027 loss: 2.4300 03/09 08:02:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:02:30 - mmengine - INFO - Epoch(train) [75][1800/2503] lr: 3.7799e-01 eta: 21:46:01 time: 0.1033 data_time: 0.0029 loss: 2.1565 03/09 08:02:44 - mmengine - INFO - Epoch(train) [75][1900/2503] lr: 3.7792e-01 eta: 21:45:47 time: 0.0986 data_time: 0.0028 loss: 2.3641 03/09 08:02:58 - mmengine - INFO - Epoch(train) [75][2000/2503] lr: 3.7785e-01 eta: 21:45:32 time: 0.1347 data_time: 0.0030 loss: 2.2433 03/09 08:03:11 - mmengine - INFO - Epoch(train) [75][2100/2503] lr: 3.7778e-01 eta: 21:45:17 time: 0.1420 data_time: 0.0028 loss: 2.2965 03/09 08:03:25 - mmengine - INFO - Epoch(train) [75][2200/2503] lr: 3.7772e-01 eta: 21:45:02 time: 0.1206 data_time: 0.0028 loss: 2.2931 03/09 08:03:38 - mmengine - INFO - Epoch(train) [75][2300/2503] lr: 3.7765e-01 eta: 21:44:47 time: 0.1288 data_time: 0.0027 loss: 2.2407 03/09 08:03:52 - mmengine - INFO - Epoch(train) [75][2400/2503] lr: 3.7758e-01 eta: 21:44:33 time: 0.1499 data_time: 0.0028 loss: 2.1828 03/09 08:04:05 - mmengine - INFO - Epoch(train) [75][2500/2503] lr: 3.7752e-01 eta: 21:44:17 time: 0.1239 data_time: 0.0046 loss: 2.3624 03/09 08:04:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:04:06 - mmengine - INFO - Saving checkpoint at 75 epochs 03/09 08:04:32 - mmengine - INFO - Epoch(val) [75][98/98] accuracy/top1: 53.3860 accuracy/top5: 78.1620 03/09 08:04:47 - mmengine - INFO - Epoch(train) [76][ 100/2503] lr: 3.7745e-01 eta: 21:44:05 time: 0.0997 data_time: 0.0028 loss: 2.2109 03/09 08:05:01 - mmengine - INFO - Epoch(train) [76][ 200/2503] lr: 3.7738e-01 eta: 21:43:51 time: 0.1363 data_time: 0.0030 loss: 2.1913 03/09 08:05:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:05:15 - mmengine - INFO - Epoch(train) [76][ 300/2503] lr: 3.7731e-01 eta: 21:43:37 time: 0.1248 data_time: 0.0029 loss: 2.2084 03/09 08:05:28 - mmengine - INFO - Epoch(train) [76][ 400/2503] lr: 3.7725e-01 eta: 21:43:22 time: 0.1222 data_time: 0.0030 loss: 2.1769 03/09 08:05:42 - mmengine - INFO - Epoch(train) [76][ 500/2503] lr: 3.7718e-01 eta: 21:43:08 time: 0.1337 data_time: 0.0223 loss: 2.2893 03/09 08:05:57 - mmengine - INFO - Epoch(train) [76][ 600/2503] lr: 3.7711e-01 eta: 21:42:56 time: 0.1915 data_time: 0.0028 loss: 2.3957 03/09 08:06:10 - mmengine - INFO - Epoch(train) [76][ 700/2503] lr: 3.7705e-01 eta: 21:42:41 time: 0.1422 data_time: 0.0026 loss: 2.2316 03/09 08:06:24 - mmengine - INFO - Epoch(train) [76][ 800/2503] lr: 3.7698e-01 eta: 21:42:26 time: 0.1277 data_time: 0.0028 loss: 2.2686 03/09 08:06:37 - mmengine - INFO - Epoch(train) [76][ 900/2503] lr: 3.7691e-01 eta: 21:42:10 time: 0.1282 data_time: 0.0028 loss: 2.2704 03/09 08:06:51 - mmengine - INFO - Epoch(train) [76][1000/2503] lr: 3.7684e-01 eta: 21:41:57 time: 0.1843 data_time: 0.0026 loss: 2.2937 03/09 08:07:05 - mmengine - INFO - Epoch(train) [76][1100/2503] lr: 3.7678e-01 eta: 21:41:41 time: 0.0975 data_time: 0.0031 loss: 2.3060 03/09 08:07:19 - mmengine - INFO - Epoch(train) [76][1200/2503] lr: 3.7671e-01 eta: 21:41:27 time: 0.1403 data_time: 0.0030 loss: 2.2308 03/09 08:07:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:07:32 - mmengine - INFO - Epoch(train) [76][1300/2503] lr: 3.7664e-01 eta: 21:41:12 time: 0.1143 data_time: 0.0027 loss: 2.2389 03/09 08:07:46 - mmengine - INFO - Epoch(train) [76][1400/2503] lr: 3.7658e-01 eta: 21:40:57 time: 0.1421 data_time: 0.0030 loss: 2.4277 03/09 08:08:00 - mmengine - INFO - Epoch(train) [76][1500/2503] lr: 3.7651e-01 eta: 21:40:42 time: 0.1386 data_time: 0.0029 loss: 2.2409 03/09 08:08:13 - mmengine - INFO - Epoch(train) [76][1600/2503] lr: 3.7644e-01 eta: 21:40:27 time: 0.0969 data_time: 0.0033 loss: 2.3677 03/09 08:08:27 - mmengine - INFO - Epoch(train) [76][1700/2503] lr: 3.7637e-01 eta: 21:40:13 time: 0.1446 data_time: 0.0034 loss: 2.1680 03/09 08:08:40 - mmengine - INFO - Epoch(train) [76][1800/2503] lr: 3.7631e-01 eta: 21:39:57 time: 0.1282 data_time: 0.0031 loss: 2.3398 03/09 08:08:54 - mmengine - INFO - Epoch(train) [76][1900/2503] lr: 3.7624e-01 eta: 21:39:42 time: 0.1131 data_time: 0.0028 loss: 2.4815 03/09 08:09:08 - mmengine - INFO - Epoch(train) [76][2000/2503] lr: 3.7617e-01 eta: 21:39:28 time: 0.1509 data_time: 0.0033 loss: 2.3797 03/09 08:09:22 - mmengine - INFO - Epoch(train) [76][2100/2503] lr: 3.7611e-01 eta: 21:39:14 time: 0.1411 data_time: 0.0030 loss: 2.2912 03/09 08:09:35 - mmengine - INFO - Epoch(train) [76][2200/2503] lr: 3.7604e-01 eta: 21:38:59 time: 0.1439 data_time: 0.0030 loss: 2.2132 03/09 08:09:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:09:49 - mmengine - INFO - Epoch(train) [76][2300/2503] lr: 3.7597e-01 eta: 21:38:44 time: 0.1283 data_time: 0.0138 loss: 2.2487 03/09 08:10:03 - mmengine - INFO - Epoch(train) [76][2400/2503] lr: 3.7591e-01 eta: 21:38:29 time: 0.1073 data_time: 0.0029 loss: 2.3587 03/09 08:10:16 - mmengine - INFO - Epoch(train) [76][2500/2503] lr: 3.7584e-01 eta: 21:38:15 time: 0.1055 data_time: 0.0046 loss: 2.3419 03/09 08:10:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:10:17 - mmengine - INFO - Saving checkpoint at 76 epochs 03/09 08:10:44 - mmengine - INFO - Epoch(val) [76][98/98] accuracy/top1: 53.1980 accuracy/top5: 77.8160 03/09 08:10:59 - mmengine - INFO - Epoch(train) [77][ 100/2503] lr: 3.7577e-01 eta: 21:38:03 time: 0.1369 data_time: 0.0030 loss: 2.3021 03/09 08:11:13 - mmengine - INFO - Epoch(train) [77][ 200/2503] lr: 3.7570e-01 eta: 21:37:49 time: 0.1498 data_time: 0.0029 loss: 2.3545 03/09 08:11:27 - mmengine - INFO - Epoch(train) [77][ 300/2503] lr: 3.7564e-01 eta: 21:37:34 time: 0.1277 data_time: 0.0028 loss: 2.1966 03/09 08:11:41 - mmengine - INFO - Epoch(train) [77][ 400/2503] lr: 3.7557e-01 eta: 21:37:19 time: 0.1681 data_time: 0.0030 loss: 2.3704 03/09 08:11:54 - mmengine - INFO - Epoch(train) [77][ 500/2503] lr: 3.7550e-01 eta: 21:37:04 time: 0.1359 data_time: 0.0364 loss: 2.1710 03/09 08:12:08 - mmengine - INFO - Epoch(train) [77][ 600/2503] lr: 3.7543e-01 eta: 21:36:49 time: 0.1281 data_time: 0.0031 loss: 2.1695 03/09 08:12:22 - mmengine - INFO - Epoch(train) [77][ 700/2503] lr: 3.7537e-01 eta: 21:36:35 time: 0.1567 data_time: 0.0027 loss: 2.2159 03/09 08:12:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:12:36 - mmengine - INFO - Epoch(train) [77][ 800/2503] lr: 3.7530e-01 eta: 21:36:22 time: 0.1478 data_time: 0.0028 loss: 2.2943 03/09 08:12:49 - mmengine - INFO - Epoch(train) [77][ 900/2503] lr: 3.7523e-01 eta: 21:36:06 time: 0.1204 data_time: 0.0028 loss: 2.0563 03/09 08:13:03 - mmengine - INFO - Epoch(train) [77][1000/2503] lr: 3.7517e-01 eta: 21:35:51 time: 0.1495 data_time: 0.0028 loss: 2.3200 03/09 08:13:16 - mmengine - INFO - Epoch(train) [77][1100/2503] lr: 3.7510e-01 eta: 21:35:35 time: 0.1348 data_time: 0.0110 loss: 2.3795 03/09 08:13:30 - mmengine - INFO - Epoch(train) [77][1200/2503] lr: 3.7503e-01 eta: 21:35:22 time: 0.1468 data_time: 0.0029 loss: 2.3997 03/09 08:13:44 - mmengine - INFO - Epoch(train) [77][1300/2503] lr: 3.7496e-01 eta: 21:35:07 time: 0.1332 data_time: 0.0029 loss: 2.2429 03/09 08:13:58 - mmengine - INFO - Epoch(train) [77][1400/2503] lr: 3.7490e-01 eta: 21:34:53 time: 0.1098 data_time: 0.0029 loss: 2.4292 03/09 08:14:12 - mmengine - INFO - Epoch(train) [77][1500/2503] lr: 3.7483e-01 eta: 21:34:38 time: 0.1329 data_time: 0.0029 loss: 2.4413 03/09 08:14:25 - mmengine - INFO - Epoch(train) [77][1600/2503] lr: 3.7476e-01 eta: 21:34:24 time: 0.0979 data_time: 0.0033 loss: 2.2193 03/09 08:14:40 - mmengine - INFO - Epoch(train) [77][1700/2503] lr: 3.7470e-01 eta: 21:34:11 time: 0.1462 data_time: 0.0028 loss: 2.3034 03/09 08:14:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:14:53 - mmengine - INFO - Epoch(train) [77][1800/2503] lr: 3.7463e-01 eta: 21:33:56 time: 0.1257 data_time: 0.0029 loss: 2.3217 03/09 08:15:07 - mmengine - INFO - Epoch(train) [77][1900/2503] lr: 3.7456e-01 eta: 21:33:41 time: 0.1130 data_time: 0.0028 loss: 2.4541 03/09 08:15:21 - mmengine - INFO - Epoch(train) [77][2000/2503] lr: 3.7450e-01 eta: 21:33:26 time: 0.1301 data_time: 0.0027 loss: 2.1979 03/09 08:15:34 - mmengine - INFO - Epoch(train) [77][2100/2503] lr: 3.7443e-01 eta: 21:33:11 time: 0.1050 data_time: 0.0028 loss: 2.2007 03/09 08:15:48 - mmengine - INFO - Epoch(train) [77][2200/2503] lr: 3.7436e-01 eta: 21:32:58 time: 0.1276 data_time: 0.0030 loss: 2.1630 03/09 08:16:02 - mmengine - INFO - Epoch(train) [77][2300/2503] lr: 3.7429e-01 eta: 21:32:44 time: 0.1572 data_time: 0.0030 loss: 2.2952 03/09 08:16:16 - mmengine - INFO - Epoch(train) [77][2400/2503] lr: 3.7423e-01 eta: 21:32:29 time: 0.1367 data_time: 0.0220 loss: 2.2444 03/09 08:16:29 - mmengine - INFO - Epoch(train) [77][2500/2503] lr: 3.7416e-01 eta: 21:32:14 time: 0.1157 data_time: 0.0030 loss: 2.2215 03/09 08:16:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:16:30 - mmengine - INFO - Saving checkpoint at 77 epochs 03/09 08:16:57 - mmengine - INFO - Epoch(val) [77][98/98] accuracy/top1: 54.4960 accuracy/top5: 79.2080 03/09 08:17:12 - mmengine - INFO - Epoch(train) [78][ 100/2503] lr: 3.7409e-01 eta: 21:32:04 time: 0.1665 data_time: 0.0034 loss: 2.2666 03/09 08:17:26 - mmengine - INFO - Epoch(train) [78][ 200/2503] lr: 3.7402e-01 eta: 21:31:49 time: 0.1029 data_time: 0.0027 loss: 2.2731 03/09 08:17:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:17:40 - mmengine - INFO - Epoch(train) [78][ 300/2503] lr: 3.7396e-01 eta: 21:31:34 time: 0.1328 data_time: 0.0029 loss: 2.2766 03/09 08:17:54 - mmengine - INFO - Epoch(train) [78][ 400/2503] lr: 3.7389e-01 eta: 21:31:21 time: 0.1403 data_time: 0.0030 loss: 2.4210 03/09 08:18:07 - mmengine - INFO - Epoch(train) [78][ 500/2503] lr: 3.7382e-01 eta: 21:31:06 time: 0.1285 data_time: 0.0030 loss: 2.3161 03/09 08:18:21 - mmengine - INFO - Epoch(train) [78][ 600/2503] lr: 3.7376e-01 eta: 21:30:52 time: 0.1116 data_time: 0.0031 loss: 2.3478 03/09 08:18:35 - mmengine - INFO - Epoch(train) [78][ 700/2503] lr: 3.7369e-01 eta: 21:30:38 time: 0.1447 data_time: 0.0029 loss: 2.3083 03/09 08:18:49 - mmengine - INFO - Epoch(train) [78][ 800/2503] lr: 3.7362e-01 eta: 21:30:24 time: 0.1490 data_time: 0.0026 loss: 2.3690 03/09 08:19:03 - mmengine - INFO - Epoch(train) [78][ 900/2503] lr: 3.7356e-01 eta: 21:30:10 time: 0.1511 data_time: 0.0126 loss: 2.1457 03/09 08:19:16 - mmengine - INFO - Epoch(train) [78][1000/2503] lr: 3.7349e-01 eta: 21:29:55 time: 0.1226 data_time: 0.0034 loss: 2.2654 03/09 08:19:30 - mmengine - INFO - Epoch(train) [78][1100/2503] lr: 3.7342e-01 eta: 21:29:39 time: 0.1320 data_time: 0.0031 loss: 2.3086 03/09 08:19:43 - mmengine - INFO - Epoch(train) [78][1200/2503] lr: 3.7335e-01 eta: 21:29:24 time: 0.1196 data_time: 0.0030 loss: 2.3235 03/09 08:19:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:19:57 - mmengine - INFO - Epoch(train) [78][1300/2503] lr: 3.7329e-01 eta: 21:29:10 time: 0.1590 data_time: 0.0027 loss: 2.3058 03/09 08:20:11 - mmengine - INFO - Epoch(train) [78][1400/2503] lr: 3.7322e-01 eta: 21:28:55 time: 0.1077 data_time: 0.0030 loss: 2.1898 03/09 08:20:25 - mmengine - INFO - Epoch(train) [78][1500/2503] lr: 3.7315e-01 eta: 21:28:40 time: 0.1524 data_time: 0.0035 loss: 2.1792 03/09 08:20:38 - mmengine - INFO - Epoch(train) [78][1600/2503] lr: 3.7309e-01 eta: 21:28:25 time: 0.1533 data_time: 0.0027 loss: 2.2336 03/09 08:20:53 - mmengine - INFO - Epoch(train) [78][1700/2503] lr: 3.7302e-01 eta: 21:28:12 time: 0.2025 data_time: 0.0030 loss: 2.5708 03/09 08:21:06 - mmengine - INFO - Epoch(train) [78][1800/2503] lr: 3.7295e-01 eta: 21:27:57 time: 0.1379 data_time: 0.0156 loss: 2.4839 03/09 08:21:20 - mmengine - INFO - Epoch(train) [78][1900/2503] lr: 3.7288e-01 eta: 21:27:43 time: 0.1427 data_time: 0.0027 loss: 2.1594 03/09 08:21:34 - mmengine - INFO - Epoch(train) [78][2000/2503] lr: 3.7282e-01 eta: 21:27:28 time: 0.1094 data_time: 0.0032 loss: 2.3498 03/09 08:21:48 - mmengine - INFO - Epoch(train) [78][2100/2503] lr: 3.7275e-01 eta: 21:27:15 time: 0.1380 data_time: 0.0027 loss: 2.2632 03/09 08:22:02 - mmengine - INFO - Epoch(train) [78][2200/2503] lr: 3.7268e-01 eta: 21:27:00 time: 0.1439 data_time: 0.0031 loss: 2.2558 03/09 08:22:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:22:15 - mmengine - INFO - Epoch(train) [78][2300/2503] lr: 3.7262e-01 eta: 21:26:45 time: 0.1596 data_time: 0.0031 loss: 2.1973 03/09 08:22:28 - mmengine - INFO - Epoch(train) [78][2400/2503] lr: 3.7255e-01 eta: 21:26:29 time: 0.1355 data_time: 0.0107 loss: 2.4307 03/09 08:22:42 - mmengine - INFO - Epoch(train) [78][2500/2503] lr: 3.7248e-01 eta: 21:26:13 time: 0.0985 data_time: 0.0046 loss: 2.2817 03/09 08:22:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:22:42 - mmengine - INFO - Saving checkpoint at 78 epochs 03/09 08:23:09 - mmengine - INFO - Epoch(val) [78][98/98] accuracy/top1: 52.2180 accuracy/top5: 77.0940 03/09 08:23:24 - mmengine - INFO - Epoch(train) [79][ 100/2503] lr: 3.7241e-01 eta: 21:26:02 time: 0.1614 data_time: 0.0029 loss: 2.3900 03/09 08:23:37 - mmengine - INFO - Epoch(train) [79][ 200/2503] lr: 3.7235e-01 eta: 21:25:46 time: 0.1193 data_time: 0.0029 loss: 2.1837 03/09 08:23:51 - mmengine - INFO - Epoch(train) [79][ 300/2503] lr: 3.7228e-01 eta: 21:25:32 time: 0.1340 data_time: 0.0027 loss: 2.3874 03/09 08:24:05 - mmengine - INFO - Epoch(train) [79][ 400/2503] lr: 3.7221e-01 eta: 21:25:17 time: 0.1276 data_time: 0.0030 loss: 2.1942 03/09 08:24:19 - mmengine - INFO - Epoch(train) [79][ 500/2503] lr: 3.7215e-01 eta: 21:25:03 time: 0.1505 data_time: 0.0028 loss: 2.4593 03/09 08:24:33 - mmengine - INFO - Epoch(train) [79][ 600/2503] lr: 3.7208e-01 eta: 21:24:49 time: 0.1571 data_time: 0.0029 loss: 2.2549 03/09 08:24:46 - mmengine - INFO - Epoch(train) [79][ 700/2503] lr: 3.7201e-01 eta: 21:24:33 time: 0.1261 data_time: 0.0028 loss: 2.2725 03/09 08:24:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:25:00 - mmengine - INFO - Epoch(train) [79][ 800/2503] lr: 3.7194e-01 eta: 21:24:19 time: 0.1303 data_time: 0.0030 loss: 2.1864 03/09 08:25:13 - mmengine - INFO - Epoch(train) [79][ 900/2503] lr: 3.7188e-01 eta: 21:24:04 time: 0.1317 data_time: 0.0033 loss: 2.3611 03/09 08:25:27 - mmengine - INFO - Epoch(train) [79][1000/2503] lr: 3.7181e-01 eta: 21:23:50 time: 0.1519 data_time: 0.0032 loss: 2.4476 03/09 08:25:41 - mmengine - INFO - Epoch(train) [79][1100/2503] lr: 3.7174e-01 eta: 21:23:35 time: 0.1356 data_time: 0.0035 loss: 2.2630 03/09 08:25:55 - mmengine - INFO - Epoch(train) [79][1200/2503] lr: 3.7168e-01 eta: 21:23:20 time: 0.1277 data_time: 0.0078 loss: 2.2916 03/09 08:26:08 - mmengine - INFO - Epoch(train) [79][1300/2503] lr: 3.7161e-01 eta: 21:23:05 time: 0.1327 data_time: 0.0029 loss: 2.4454 03/09 08:26:22 - mmengine - INFO - Epoch(train) [79][1400/2503] lr: 3.7154e-01 eta: 21:22:51 time: 0.1210 data_time: 0.0030 loss: 2.2481 03/09 08:26:36 - mmengine - INFO - Epoch(train) [79][1500/2503] lr: 3.7148e-01 eta: 21:22:36 time: 0.1474 data_time: 0.0236 loss: 2.2444 03/09 08:26:50 - mmengine - INFO - Epoch(train) [79][1600/2503] lr: 3.7141e-01 eta: 21:22:22 time: 0.1698 data_time: 0.0030 loss: 2.5483 03/09 08:27:03 - mmengine - INFO - Epoch(train) [79][1700/2503] lr: 3.7134e-01 eta: 21:22:07 time: 0.1425 data_time: 0.0036 loss: 2.2737 03/09 08:27:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:27:17 - mmengine - INFO - Epoch(train) [79][1800/2503] lr: 3.7127e-01 eta: 21:21:53 time: 0.1587 data_time: 0.0036 loss: 2.3156 03/09 08:27:31 - mmengine - INFO - Epoch(train) [79][1900/2503] lr: 3.7121e-01 eta: 21:21:38 time: 0.1434 data_time: 0.0030 loss: 2.3890 03/09 08:27:44 - mmengine - INFO - Epoch(train) [79][2000/2503] lr: 3.7114e-01 eta: 21:21:24 time: 0.1470 data_time: 0.0030 loss: 2.2409 03/09 08:27:58 - mmengine - INFO - Epoch(train) [79][2100/2503] lr: 3.7107e-01 eta: 21:21:10 time: 0.1098 data_time: 0.0032 loss: 2.4431 03/09 08:28:12 - mmengine - INFO - Epoch(train) [79][2200/2503] lr: 3.7101e-01 eta: 21:20:56 time: 0.1573 data_time: 0.0403 loss: 2.2281 03/09 08:28:26 - mmengine - INFO - Epoch(train) [79][2300/2503] lr: 3.7094e-01 eta: 21:20:42 time: 0.1453 data_time: 0.0032 loss: 2.2638 03/09 08:28:40 - mmengine - INFO - Epoch(train) [79][2400/2503] lr: 3.7087e-01 eta: 21:20:28 time: 0.1257 data_time: 0.0033 loss: 2.3177 03/09 08:28:54 - mmengine - INFO - Epoch(train) [79][2500/2503] lr: 3.7080e-01 eta: 21:20:13 time: 0.1308 data_time: 0.0035 loss: 2.1939 03/09 08:28:54 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:28:54 - mmengine - INFO - Saving checkpoint at 79 epochs 03/09 08:29:21 - mmengine - INFO - Epoch(val) [79][98/98] accuracy/top1: 53.0640 accuracy/top5: 77.8620 03/09 08:29:37 - mmengine - INFO - Epoch(train) [80][ 100/2503] lr: 3.7074e-01 eta: 21:20:02 time: 0.1522 data_time: 0.0033 loss: 2.3321 03/09 08:29:51 - mmengine - INFO - Epoch(train) [80][ 200/2503] lr: 3.7067e-01 eta: 21:19:49 time: 0.1490 data_time: 0.0031 loss: 2.1937 03/09 08:30:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:30:05 - mmengine - INFO - Epoch(train) [80][ 300/2503] lr: 3.7060e-01 eta: 21:19:34 time: 0.1143 data_time: 0.0030 loss: 2.0630 03/09 08:30:19 - mmengine - INFO - Epoch(train) [80][ 400/2503] lr: 3.7053e-01 eta: 21:19:20 time: 0.1454 data_time: 0.0028 loss: 2.2108 03/09 08:30:32 - mmengine - INFO - Epoch(train) [80][ 500/2503] lr: 3.7047e-01 eta: 21:19:06 time: 0.1259 data_time: 0.0031 loss: 2.2585 03/09 08:30:46 - mmengine - INFO - Epoch(train) [80][ 600/2503] lr: 3.7040e-01 eta: 21:18:51 time: 0.1267 data_time: 0.0216 loss: 2.2964 03/09 08:31:00 - mmengine - INFO - Epoch(train) [80][ 700/2503] lr: 3.7033e-01 eta: 21:18:37 time: 0.1455 data_time: 0.0033 loss: 2.2944 03/09 08:31:14 - mmengine - INFO - Epoch(train) [80][ 800/2503] lr: 3.7027e-01 eta: 21:18:22 time: 0.1487 data_time: 0.0028 loss: 2.2689 03/09 08:31:27 - mmengine - INFO - Epoch(train) [80][ 900/2503] lr: 3.7020e-01 eta: 21:18:08 time: 0.1149 data_time: 0.0159 loss: 2.3202 03/09 08:31:42 - mmengine - INFO - Epoch(train) [80][1000/2503] lr: 3.7013e-01 eta: 21:17:55 time: 0.1204 data_time: 0.0030 loss: 2.1694 03/09 08:31:55 - mmengine - INFO - Epoch(train) [80][1100/2503] lr: 3.7007e-01 eta: 21:17:40 time: 0.1502 data_time: 0.0030 loss: 2.3366 03/09 08:32:09 - mmengine - INFO - Epoch(train) [80][1200/2503] lr: 3.7000e-01 eta: 21:17:26 time: 0.1732 data_time: 0.0031 loss: 2.3267 03/09 08:32:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:32:23 - mmengine - INFO - Epoch(train) [80][1300/2503] lr: 3.6993e-01 eta: 21:17:11 time: 0.1683 data_time: 0.0031 loss: 2.2870 03/09 08:32:37 - mmengine - INFO - Epoch(train) [80][1400/2503] lr: 3.6986e-01 eta: 21:16:57 time: 0.1520 data_time: 0.0034 loss: 2.3087 03/09 08:32:50 - mmengine - INFO - Epoch(train) [80][1500/2503] lr: 3.6980e-01 eta: 21:16:42 time: 0.1193 data_time: 0.0029 loss: 2.2403 03/09 08:33:04 - mmengine - INFO - Epoch(train) [80][1600/2503] lr: 3.6973e-01 eta: 21:16:28 time: 0.1328 data_time: 0.0031 loss: 2.2782 03/09 08:33:18 - mmengine - INFO - Epoch(train) [80][1700/2503] lr: 3.6966e-01 eta: 21:16:14 time: 0.1525 data_time: 0.0029 loss: 2.2388 03/09 08:33:32 - mmengine - INFO - Epoch(train) [80][1800/2503] lr: 3.6960e-01 eta: 21:16:00 time: 0.1709 data_time: 0.0027 loss: 2.2548 03/09 08:33:46 - mmengine - INFO - Epoch(train) [80][1900/2503] lr: 3.6953e-01 eta: 21:15:45 time: 0.1489 data_time: 0.0034 loss: 2.1612 03/09 08:34:00 - mmengine - INFO - Epoch(train) [80][2000/2503] lr: 3.6946e-01 eta: 21:15:31 time: 0.1569 data_time: 0.0034 loss: 2.2591 03/09 08:34:14 - mmengine - INFO - Epoch(train) [80][2100/2503] lr: 3.6940e-01 eta: 21:15:17 time: 0.1462 data_time: 0.0027 loss: 2.4906 03/09 08:34:27 - mmengine - INFO - Epoch(train) [80][2200/2503] lr: 3.6933e-01 eta: 21:15:02 time: 0.1376 data_time: 0.0028 loss: 2.2208 03/09 08:34:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:34:41 - mmengine - INFO - Epoch(train) [80][2300/2503] lr: 3.6926e-01 eta: 21:14:47 time: 0.1483 data_time: 0.0029 loss: 2.3709 03/09 08:34:54 - mmengine - INFO - Epoch(train) [80][2400/2503] lr: 3.6919e-01 eta: 21:14:32 time: 0.1602 data_time: 0.0029 loss: 2.3196 03/09 08:35:08 - mmengine - INFO - Epoch(train) [80][2500/2503] lr: 3.6913e-01 eta: 21:14:16 time: 0.1125 data_time: 0.0040 loss: 2.3590 03/09 08:35:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:35:08 - mmengine - INFO - Saving checkpoint at 80 epochs 03/09 08:35:34 - mmengine - INFO - Epoch(val) [80][98/98] accuracy/top1: 54.1780 accuracy/top5: 78.5800 03/09 08:35:49 - mmengine - INFO - Epoch(train) [81][ 100/2503] lr: 3.6906e-01 eta: 21:14:04 time: 0.1232 data_time: 0.0033 loss: 2.1202 03/09 08:36:03 - mmengine - INFO - Epoch(train) [81][ 200/2503] lr: 3.6899e-01 eta: 21:13:50 time: 0.1169 data_time: 0.0032 loss: 2.1264 03/09 08:36:17 - mmengine - INFO - Epoch(train) [81][ 300/2503] lr: 3.6892e-01 eta: 21:13:36 time: 0.1444 data_time: 0.0033 loss: 2.1759 03/09 08:36:31 - mmengine - INFO - Epoch(train) [81][ 400/2503] lr: 3.6886e-01 eta: 21:13:21 time: 0.1526 data_time: 0.0068 loss: 2.2781 03/09 08:36:44 - mmengine - INFO - Epoch(train) [81][ 500/2503] lr: 3.6879e-01 eta: 21:13:05 time: 0.0959 data_time: 0.0031 loss: 2.1949 03/09 08:36:58 - mmengine - INFO - Epoch(train) [81][ 600/2503] lr: 3.6872e-01 eta: 21:12:51 time: 0.1383 data_time: 0.0030 loss: 2.1962 03/09 08:37:12 - mmengine - INFO - Epoch(train) [81][ 700/2503] lr: 3.6866e-01 eta: 21:12:37 time: 0.1411 data_time: 0.0030 loss: 2.2309 03/09 08:37:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:37:25 - mmengine - INFO - Epoch(train) [81][ 800/2503] lr: 3.6859e-01 eta: 21:12:22 time: 0.1328 data_time: 0.0029 loss: 2.2053 03/09 08:37:39 - mmengine - INFO - Epoch(train) [81][ 900/2503] lr: 3.6852e-01 eta: 21:12:08 time: 0.1326 data_time: 0.0031 loss: 2.3178 03/09 08:37:53 - mmengine - INFO - Epoch(train) [81][1000/2503] lr: 3.6845e-01 eta: 21:11:53 time: 0.1234 data_time: 0.0034 loss: 2.0025 03/09 08:38:06 - mmengine - INFO - Epoch(train) [81][1100/2503] lr: 3.6839e-01 eta: 21:11:38 time: 0.1402 data_time: 0.0031 loss: 2.1417 03/09 08:38:20 - mmengine - INFO - Epoch(train) [81][1200/2503] lr: 3.6832e-01 eta: 21:11:23 time: 0.1286 data_time: 0.0143 loss: 2.3760 03/09 08:38:34 - mmengine - INFO - Epoch(train) [81][1300/2503] lr: 3.6825e-01 eta: 21:11:09 time: 0.1384 data_time: 0.0234 loss: 2.2739 03/09 08:38:48 - mmengine - INFO - Epoch(train) [81][1400/2503] lr: 3.6819e-01 eta: 21:10:55 time: 0.1768 data_time: 0.0036 loss: 2.2296 03/09 08:39:01 - mmengine - INFO - Epoch(train) [81][1500/2503] lr: 3.6812e-01 eta: 21:10:39 time: 0.1349 data_time: 0.0437 loss: 2.2218 03/09 08:39:15 - mmengine - INFO - Epoch(train) [81][1600/2503] lr: 3.6805e-01 eta: 21:10:25 time: 0.1296 data_time: 0.0029 loss: 2.4675 03/09 08:39:28 - mmengine - INFO - Epoch(train) [81][1700/2503] lr: 3.6799e-01 eta: 21:10:09 time: 0.1167 data_time: 0.0030 loss: 2.3311 03/09 08:39:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:39:42 - mmengine - INFO - Epoch(train) [81][1800/2503] lr: 3.6792e-01 eta: 21:09:56 time: 0.1069 data_time: 0.0034 loss: 2.2513 03/09 08:39:57 - mmengine - INFO - Epoch(train) [81][1900/2503] lr: 3.6785e-01 eta: 21:09:43 time: 0.1257 data_time: 0.0028 loss: 2.2403 03/09 08:40:10 - mmengine - INFO - Epoch(train) [81][2000/2503] lr: 3.6778e-01 eta: 21:09:27 time: 0.1387 data_time: 0.0029 loss: 2.4614 03/09 08:40:24 - mmengine - INFO - Epoch(train) [81][2100/2503] lr: 3.6772e-01 eta: 21:09:12 time: 0.0963 data_time: 0.0033 loss: 2.4297 03/09 08:40:37 - mmengine - INFO - Epoch(train) [81][2200/2503] lr: 3.6765e-01 eta: 21:08:58 time: 0.1081 data_time: 0.0031 loss: 2.3586 03/09 08:40:51 - mmengine - INFO - Epoch(train) [81][2300/2503] lr: 3.6758e-01 eta: 21:08:44 time: 0.1543 data_time: 0.0031 loss: 2.4209 03/09 08:41:05 - mmengine - INFO - Epoch(train) [81][2400/2503] lr: 3.6752e-01 eta: 21:08:29 time: 0.1851 data_time: 0.0276 loss: 2.1870 03/09 08:41:18 - mmengine - INFO - Epoch(train) [81][2500/2503] lr: 3.6745e-01 eta: 21:08:12 time: 0.1011 data_time: 0.0047 loss: 2.2736 03/09 08:41:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:41:18 - mmengine - INFO - Saving checkpoint at 81 epochs 03/09 08:41:44 - mmengine - INFO - Epoch(val) [81][98/98] accuracy/top1: 53.9580 accuracy/top5: 78.5500 03/09 08:41:59 - mmengine - INFO - Epoch(train) [82][ 100/2503] lr: 3.6738e-01 eta: 21:08:00 time: 0.1517 data_time: 0.0032 loss: 2.3310 03/09 08:42:13 - mmengine - INFO - Epoch(train) [82][ 200/2503] lr: 3.6731e-01 eta: 21:07:45 time: 0.1334 data_time: 0.0033 loss: 2.1277 03/09 08:42:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:42:26 - mmengine - INFO - Epoch(train) [82][ 300/2503] lr: 3.6725e-01 eta: 21:07:30 time: 0.1100 data_time: 0.0032 loss: 2.2563 03/09 08:42:40 - mmengine - INFO - Epoch(train) [82][ 400/2503] lr: 3.6718e-01 eta: 21:07:15 time: 0.1026 data_time: 0.0031 loss: 2.2166 03/09 08:42:53 - mmengine - INFO - Epoch(train) [82][ 500/2503] lr: 3.6711e-01 eta: 21:06:59 time: 0.1190 data_time: 0.0034 loss: 2.1886 03/09 08:43:07 - mmengine - INFO - Epoch(train) [82][ 600/2503] lr: 3.6705e-01 eta: 21:06:44 time: 0.1438 data_time: 0.0030 loss: 2.1499 03/09 08:43:21 - mmengine - INFO - Epoch(train) [82][ 700/2503] lr: 3.6698e-01 eta: 21:06:30 time: 0.1564 data_time: 0.0030 loss: 2.2711 03/09 08:43:34 - mmengine - INFO - Epoch(train) [82][ 800/2503] lr: 3.6691e-01 eta: 21:06:15 time: 0.1381 data_time: 0.0031 loss: 2.1654 03/09 08:43:48 - mmengine - INFO - Epoch(train) [82][ 900/2503] lr: 3.6684e-01 eta: 21:06:01 time: 0.1613 data_time: 0.0548 loss: 2.1949 03/09 08:44:02 - mmengine - INFO - Epoch(train) [82][1000/2503] lr: 3.6678e-01 eta: 21:05:46 time: 0.0988 data_time: 0.0035 loss: 2.1916 03/09 08:44:15 - mmengine - INFO - Epoch(train) [82][1100/2503] lr: 3.6671e-01 eta: 21:05:31 time: 0.1438 data_time: 0.0085 loss: 2.2166 03/09 08:44:29 - mmengine - INFO - Epoch(train) [82][1200/2503] lr: 3.6664e-01 eta: 21:05:17 time: 0.1345 data_time: 0.0096 loss: 2.2152 03/09 08:44:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:44:43 - mmengine - INFO - Epoch(train) [82][1300/2503] lr: 3.6658e-01 eta: 21:05:02 time: 0.1044 data_time: 0.0040 loss: 2.1321 03/09 08:44:56 - mmengine - INFO - Epoch(train) [82][1400/2503] lr: 3.6651e-01 eta: 21:04:47 time: 0.1034 data_time: 0.0040 loss: 2.3634 03/09 08:45:10 - mmengine - INFO - Epoch(train) [82][1500/2503] lr: 3.6644e-01 eta: 21:04:34 time: 0.1321 data_time: 0.0031 loss: 2.1174 03/09 08:45:25 - mmengine - INFO - Epoch(train) [82][1600/2503] lr: 3.6637e-01 eta: 21:04:21 time: 0.1538 data_time: 0.0027 loss: 2.1239 03/09 08:45:38 - mmengine - INFO - Epoch(train) [82][1700/2503] lr: 3.6631e-01 eta: 21:04:05 time: 0.1340 data_time: 0.0031 loss: 2.2827 03/09 08:45:52 - mmengine - INFO - Epoch(train) [82][1800/2503] lr: 3.6624e-01 eta: 21:03:52 time: 0.1409 data_time: 0.0031 loss: 2.2080 03/09 08:46:06 - mmengine - INFO - Epoch(train) [82][1900/2503] lr: 3.6617e-01 eta: 21:03:38 time: 0.1762 data_time: 0.0033 loss: 2.1053 03/09 08:46:20 - mmengine - INFO - Epoch(train) [82][2000/2503] lr: 3.6611e-01 eta: 21:03:23 time: 0.1466 data_time: 0.0030 loss: 2.2847 03/09 08:46:33 - mmengine - INFO - Epoch(train) [82][2100/2503] lr: 3.6604e-01 eta: 21:03:09 time: 0.1356 data_time: 0.0030 loss: 2.4678 03/09 08:46:47 - mmengine - INFO - Epoch(train) [82][2200/2503] lr: 3.6597e-01 eta: 21:02:53 time: 0.1337 data_time: 0.0117 loss: 2.2131 03/09 08:46:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:47:00 - mmengine - INFO - Epoch(train) [82][2300/2503] lr: 3.6591e-01 eta: 21:02:38 time: 0.1423 data_time: 0.0346 loss: 2.2401 03/09 08:47:14 - mmengine - INFO - Epoch(train) [82][2400/2503] lr: 3.6584e-01 eta: 21:02:25 time: 0.1067 data_time: 0.0031 loss: 2.3416 03/09 08:47:28 - mmengine - INFO - Epoch(train) [82][2500/2503] lr: 3.6577e-01 eta: 21:02:09 time: 0.1346 data_time: 0.0043 loss: 2.2613 03/09 08:47:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:47:29 - mmengine - INFO - Saving checkpoint at 82 epochs 03/09 08:47:55 - mmengine - INFO - Epoch(val) [82][98/98] accuracy/top1: 53.2300 accuracy/top5: 77.9820 03/09 08:48:11 - mmengine - INFO - Epoch(train) [83][ 100/2503] lr: 3.6570e-01 eta: 21:01:58 time: 0.1495 data_time: 0.0030 loss: 2.0966 03/09 08:48:25 - mmengine - INFO - Epoch(train) [83][ 200/2503] lr: 3.6564e-01 eta: 21:01:45 time: 0.1444 data_time: 0.0320 loss: 2.2216 03/09 08:48:38 - mmengine - INFO - Epoch(train) [83][ 300/2503] lr: 3.6557e-01 eta: 21:01:30 time: 0.1224 data_time: 0.0031 loss: 2.3522 03/09 08:48:52 - mmengine - INFO - Epoch(train) [83][ 400/2503] lr: 3.6550e-01 eta: 21:01:17 time: 0.1151 data_time: 0.0037 loss: 2.2736 03/09 08:49:06 - mmengine - INFO - Epoch(train) [83][ 500/2503] lr: 3.6543e-01 eta: 21:01:03 time: 0.1417 data_time: 0.0048 loss: 2.1993 03/09 08:49:20 - mmengine - INFO - Epoch(train) [83][ 600/2503] lr: 3.6537e-01 eta: 21:00:48 time: 0.1475 data_time: 0.0036 loss: 2.1517 03/09 08:49:34 - mmengine - INFO - Epoch(train) [83][ 700/2503] lr: 3.6530e-01 eta: 21:00:34 time: 0.1159 data_time: 0.0034 loss: 2.2122 03/09 08:49:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:49:48 - mmengine - INFO - Epoch(train) [83][ 800/2503] lr: 3.6523e-01 eta: 21:00:19 time: 0.1456 data_time: 0.0031 loss: 2.2389 03/09 08:50:02 - mmengine - INFO - Epoch(train) [83][ 900/2503] lr: 3.6517e-01 eta: 21:00:05 time: 0.1421 data_time: 0.0032 loss: 2.2061 03/09 08:50:15 - mmengine - INFO - Epoch(train) [83][1000/2503] lr: 3.6510e-01 eta: 20:59:50 time: 0.1417 data_time: 0.0070 loss: 2.2101 03/09 08:50:29 - mmengine - INFO - Epoch(train) [83][1100/2503] lr: 3.6503e-01 eta: 20:59:35 time: 0.1490 data_time: 0.0029 loss: 2.3968 03/09 08:50:42 - mmengine - INFO - Epoch(train) [83][1200/2503] lr: 3.6496e-01 eta: 20:59:19 time: 0.1512 data_time: 0.0547 loss: 2.2995 03/09 08:50:56 - mmengine - INFO - Epoch(train) [83][1300/2503] lr: 3.6490e-01 eta: 20:59:05 time: 0.1319 data_time: 0.0334 loss: 2.1829 03/09 08:51:09 - mmengine - INFO - Epoch(train) [83][1400/2503] lr: 3.6483e-01 eta: 20:58:50 time: 0.1047 data_time: 0.0032 loss: 2.2726 03/09 08:51:23 - mmengine - INFO - Epoch(train) [83][1500/2503] lr: 3.6476e-01 eta: 20:58:36 time: 0.1368 data_time: 0.0031 loss: 2.2973 03/09 08:51:37 - mmengine - INFO - Epoch(train) [83][1600/2503] lr: 3.6470e-01 eta: 20:58:21 time: 0.1257 data_time: 0.0033 loss: 2.3224 03/09 08:51:50 - mmengine - INFO - Epoch(train) [83][1700/2503] lr: 3.6463e-01 eta: 20:58:06 time: 0.1244 data_time: 0.0030 loss: 2.2733 03/09 08:51:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:52:04 - mmengine - INFO - Epoch(train) [83][1800/2503] lr: 3.6456e-01 eta: 20:57:52 time: 0.1250 data_time: 0.0029 loss: 2.2022 03/09 08:52:18 - mmengine - INFO - Epoch(train) [83][1900/2503] lr: 3.6450e-01 eta: 20:57:37 time: 0.1480 data_time: 0.0032 loss: 2.2687 03/09 08:52:32 - mmengine - INFO - Epoch(train) [83][2000/2503] lr: 3.6443e-01 eta: 20:57:23 time: 0.1537 data_time: 0.0033 loss: 2.3752 03/09 08:52:45 - mmengine - INFO - Epoch(train) [83][2100/2503] lr: 3.6436e-01 eta: 20:57:09 time: 0.1547 data_time: 0.0031 loss: 2.3160 03/09 08:52:59 - mmengine - INFO - Epoch(train) [83][2200/2503] lr: 3.6429e-01 eta: 20:56:54 time: 0.1418 data_time: 0.0032 loss: 2.2958 03/09 08:53:13 - mmengine - INFO - Epoch(train) [83][2300/2503] lr: 3.6423e-01 eta: 20:56:40 time: 0.1354 data_time: 0.0031 loss: 2.4143 03/09 08:53:26 - mmengine - INFO - Epoch(train) [83][2400/2503] lr: 3.6416e-01 eta: 20:56:25 time: 0.1564 data_time: 0.0031 loss: 2.4808 03/09 08:53:40 - mmengine - INFO - Epoch(train) [83][2500/2503] lr: 3.6409e-01 eta: 20:56:09 time: 0.1005 data_time: 0.0039 loss: 2.3314 03/09 08:53:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:53:40 - mmengine - INFO - Saving checkpoint at 83 epochs 03/09 08:54:08 - mmengine - INFO - Epoch(val) [83][98/98] accuracy/top1: 54.1800 accuracy/top5: 78.6020 03/09 08:54:24 - mmengine - INFO - Epoch(train) [84][ 100/2503] lr: 3.6402e-01 eta: 20:55:59 time: 0.1597 data_time: 0.0690 loss: 2.1825 03/09 08:54:37 - mmengine - INFO - Epoch(train) [84][ 200/2503] lr: 3.6396e-01 eta: 20:55:44 time: 0.1560 data_time: 0.0030 loss: 2.2852 03/09 08:54:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:54:51 - mmengine - INFO - Epoch(train) [84][ 300/2503] lr: 3.6389e-01 eta: 20:55:29 time: 0.1110 data_time: 0.0035 loss: 2.2793 03/09 08:55:06 - mmengine - INFO - Epoch(train) [84][ 400/2503] lr: 3.6382e-01 eta: 20:55:17 time: 0.1067 data_time: 0.0032 loss: 2.2702 03/09 08:55:20 - mmengine - INFO - Epoch(train) [84][ 500/2503] lr: 3.6376e-01 eta: 20:55:04 time: 0.1414 data_time: 0.0033 loss: 2.1563 03/09 08:55:33 - mmengine - INFO - Epoch(train) [84][ 600/2503] lr: 3.6369e-01 eta: 20:54:49 time: 0.1407 data_time: 0.0030 loss: 2.3612 03/09 08:55:47 - mmengine - INFO - Epoch(train) [84][ 700/2503] lr: 3.6362e-01 eta: 20:54:34 time: 0.1508 data_time: 0.0035 loss: 2.3058 03/09 08:56:00 - mmengine - INFO - Epoch(train) [84][ 800/2503] lr: 3.6356e-01 eta: 20:54:18 time: 0.1548 data_time: 0.0033 loss: 2.3100 03/09 08:56:14 - mmengine - INFO - Epoch(train) [84][ 900/2503] lr: 3.6349e-01 eta: 20:54:04 time: 0.1513 data_time: 0.0030 loss: 2.2815 03/09 08:56:27 - mmengine - INFO - Epoch(train) [84][1000/2503] lr: 3.6342e-01 eta: 20:53:48 time: 0.1202 data_time: 0.0041 loss: 2.2253 03/09 08:56:41 - mmengine - INFO - Epoch(train) [84][1100/2503] lr: 3.6335e-01 eta: 20:53:34 time: 0.1238 data_time: 0.0031 loss: 2.2630 03/09 08:56:55 - mmengine - INFO - Epoch(train) [84][1200/2503] lr: 3.6329e-01 eta: 20:53:19 time: 0.1251 data_time: 0.0030 loss: 2.2518 03/09 08:57:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:57:09 - mmengine - INFO - Epoch(train) [84][1300/2503] lr: 3.6322e-01 eta: 20:53:06 time: 0.1417 data_time: 0.0030 loss: 2.3555 03/09 08:57:23 - mmengine - INFO - Epoch(train) [84][1400/2503] lr: 3.6315e-01 eta: 20:52:52 time: 0.1314 data_time: 0.0031 loss: 2.3951 03/09 08:57:36 - mmengine - INFO - Epoch(train) [84][1500/2503] lr: 3.6309e-01 eta: 20:52:37 time: 0.1061 data_time: 0.0032 loss: 2.2211 03/09 08:57:50 - mmengine - INFO - Epoch(train) [84][1600/2503] lr: 3.6302e-01 eta: 20:52:22 time: 0.1312 data_time: 0.0033 loss: 2.3135 03/09 08:58:04 - mmengine - INFO - Epoch(train) [84][1700/2503] lr: 3.6295e-01 eta: 20:52:08 time: 0.1213 data_time: 0.0032 loss: 2.1227 03/09 08:58:18 - mmengine - INFO - Epoch(train) [84][1800/2503] lr: 3.6288e-01 eta: 20:51:54 time: 0.1572 data_time: 0.0029 loss: 2.1830 03/09 08:58:31 - mmengine - INFO - Epoch(train) [84][1900/2503] lr: 3.6282e-01 eta: 20:51:39 time: 0.1149 data_time: 0.0032 loss: 2.3121 03/09 08:58:45 - mmengine - INFO - Epoch(train) [84][2000/2503] lr: 3.6275e-01 eta: 20:51:25 time: 0.1319 data_time: 0.0030 loss: 2.3200 03/09 08:58:58 - mmengine - INFO - Epoch(train) [84][2100/2503] lr: 3.6268e-01 eta: 20:51:09 time: 0.1314 data_time: 0.0031 loss: 2.2184 03/09 08:59:12 - mmengine - INFO - Epoch(train) [84][2200/2503] lr: 3.6262e-01 eta: 20:50:55 time: 0.1007 data_time: 0.0035 loss: 2.2003 03/09 08:59:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:59:26 - mmengine - INFO - Epoch(train) [84][2300/2503] lr: 3.6255e-01 eta: 20:50:41 time: 0.1379 data_time: 0.0407 loss: 2.2769 03/09 08:59:39 - mmengine - INFO - Epoch(train) [84][2400/2503] lr: 3.6248e-01 eta: 20:50:26 time: 0.1246 data_time: 0.0034 loss: 2.3220 03/09 08:59:53 - mmengine - INFO - Epoch(train) [84][2500/2503] lr: 3.6242e-01 eta: 20:50:11 time: 0.1376 data_time: 0.0048 loss: 2.3934 03/09 08:59:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 08:59:54 - mmengine - INFO - Saving checkpoint at 84 epochs 03/09 09:00:20 - mmengine - INFO - Epoch(val) [84][98/98] accuracy/top1: 54.0120 accuracy/top5: 78.2780 03/09 09:00:35 - mmengine - INFO - Epoch(train) [85][ 100/2503] lr: 3.6235e-01 eta: 20:50:00 time: 0.1440 data_time: 0.0029 loss: 2.0934 03/09 09:00:49 - mmengine - INFO - Epoch(train) [85][ 200/2503] lr: 3.6228e-01 eta: 20:49:45 time: 0.1067 data_time: 0.0029 loss: 2.2670 03/09 09:01:03 - mmengine - INFO - Epoch(train) [85][ 300/2503] lr: 3.6221e-01 eta: 20:49:32 time: 0.1654 data_time: 0.0030 loss: 2.1994 03/09 09:01:17 - mmengine - INFO - Epoch(train) [85][ 400/2503] lr: 3.6215e-01 eta: 20:49:16 time: 0.1159 data_time: 0.0041 loss: 2.3011 03/09 09:01:30 - mmengine - INFO - Epoch(train) [85][ 500/2503] lr: 3.6208e-01 eta: 20:49:01 time: 0.1126 data_time: 0.0033 loss: 2.1653 03/09 09:01:44 - mmengine - INFO - Epoch(train) [85][ 600/2503] lr: 3.6201e-01 eta: 20:48:47 time: 0.1460 data_time: 0.0031 loss: 2.3655 03/09 09:01:58 - mmengine - INFO - Epoch(train) [85][ 700/2503] lr: 3.6194e-01 eta: 20:48:33 time: 0.1545 data_time: 0.0034 loss: 2.4359 03/09 09:02:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:02:11 - mmengine - INFO - Epoch(train) [85][ 800/2503] lr: 3.6188e-01 eta: 20:48:18 time: 0.1530 data_time: 0.0040 loss: 2.3355 03/09 09:02:25 - mmengine - INFO - Epoch(train) [85][ 900/2503] lr: 3.6181e-01 eta: 20:48:04 time: 0.1534 data_time: 0.0036 loss: 2.3516 03/09 09:02:39 - mmengine - INFO - Epoch(train) [85][1000/2503] lr: 3.6174e-01 eta: 20:47:50 time: 0.1188 data_time: 0.0030 loss: 2.1837 03/09 09:02:53 - mmengine - INFO - Epoch(train) [85][1100/2503] lr: 3.6168e-01 eta: 20:47:35 time: 0.1467 data_time: 0.0032 loss: 2.2717 03/09 09:03:07 - mmengine - INFO - Epoch(train) [85][1200/2503] lr: 3.6161e-01 eta: 20:47:21 time: 0.1322 data_time: 0.0029 loss: 2.0949 03/09 09:03:20 - mmengine - INFO - Epoch(train) [85][1300/2503] lr: 3.6154e-01 eta: 20:47:06 time: 0.1412 data_time: 0.0031 loss: 2.3968 03/09 09:03:34 - mmengine - INFO - Epoch(train) [85][1400/2503] lr: 3.6148e-01 eta: 20:46:51 time: 0.1174 data_time: 0.0030 loss: 2.2417 03/09 09:03:48 - mmengine - INFO - Epoch(train) [85][1500/2503] lr: 3.6141e-01 eta: 20:46:37 time: 0.1389 data_time: 0.0101 loss: 2.3142 03/09 09:04:01 - mmengine - INFO - Epoch(train) [85][1600/2503] lr: 3.6134e-01 eta: 20:46:23 time: 0.1342 data_time: 0.0031 loss: 2.1456 03/09 09:04:15 - mmengine - INFO - Epoch(train) [85][1700/2503] lr: 3.6127e-01 eta: 20:46:09 time: 0.1642 data_time: 0.0032 loss: 2.3783 03/09 09:04:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:04:29 - mmengine - INFO - Epoch(train) [85][1800/2503] lr: 3.6121e-01 eta: 20:45:55 time: 0.1493 data_time: 0.0031 loss: 2.2251 03/09 09:04:43 - mmengine - INFO - Epoch(train) [85][1900/2503] lr: 3.6114e-01 eta: 20:45:40 time: 0.1541 data_time: 0.0031 loss: 2.2851 03/09 09:04:56 - mmengine - INFO - Epoch(train) [85][2000/2503] lr: 3.6107e-01 eta: 20:45:25 time: 0.1202 data_time: 0.0033 loss: 2.3317 03/09 09:05:10 - mmengine - INFO - Epoch(train) [85][2100/2503] lr: 3.6101e-01 eta: 20:45:11 time: 0.1096 data_time: 0.0033 loss: 2.2507 03/09 09:05:24 - mmengine - INFO - Epoch(train) [85][2200/2503] lr: 3.6094e-01 eta: 20:44:57 time: 0.1418 data_time: 0.0033 loss: 2.3307 03/09 09:05:38 - mmengine - INFO - Epoch(train) [85][2300/2503] lr: 3.6087e-01 eta: 20:44:42 time: 0.1346 data_time: 0.0032 loss: 2.2111 03/09 09:05:51 - mmengine - INFO - Epoch(train) [85][2400/2503] lr: 3.6080e-01 eta: 20:44:28 time: 0.1226 data_time: 0.0029 loss: 2.3626 03/09 09:06:05 - mmengine - INFO - Epoch(train) [85][2500/2503] lr: 3.6074e-01 eta: 20:44:13 time: 0.1131 data_time: 0.0045 loss: 2.2334 03/09 09:06:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:06:05 - mmengine - INFO - Saving checkpoint at 85 epochs 03/09 09:06:31 - mmengine - INFO - Epoch(val) [85][98/98] accuracy/top1: 54.4360 accuracy/top5: 78.8160 03/09 09:06:47 - mmengine - INFO - Epoch(train) [86][ 100/2503] lr: 3.6067e-01 eta: 20:44:01 time: 0.1554 data_time: 0.0030 loss: 2.3832 03/09 09:07:00 - mmengine - INFO - Epoch(train) [86][ 200/2503] lr: 3.6060e-01 eta: 20:43:45 time: 0.1389 data_time: 0.0029 loss: 2.1023 03/09 09:07:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:07:13 - mmengine - INFO - Epoch(train) [86][ 300/2503] lr: 3.6053e-01 eta: 20:43:30 time: 0.1262 data_time: 0.0031 loss: 2.1785 03/09 09:07:27 - mmengine - INFO - Epoch(train) [86][ 400/2503] lr: 3.6047e-01 eta: 20:43:16 time: 0.1421 data_time: 0.0029 loss: 2.0747 03/09 09:07:41 - mmengine - INFO - Epoch(train) [86][ 500/2503] lr: 3.6040e-01 eta: 20:43:02 time: 0.1257 data_time: 0.0037 loss: 2.2557 03/09 09:07:55 - mmengine - INFO - Epoch(train) [86][ 600/2503] lr: 3.6033e-01 eta: 20:42:48 time: 0.1484 data_time: 0.0030 loss: 2.3392 03/09 09:08:09 - mmengine - INFO - Epoch(train) [86][ 700/2503] lr: 3.6027e-01 eta: 20:42:34 time: 0.1568 data_time: 0.0466 loss: 2.1349 03/09 09:08:22 - mmengine - INFO - Epoch(train) [86][ 800/2503] lr: 3.6020e-01 eta: 20:42:19 time: 0.1208 data_time: 0.0030 loss: 2.1911 03/09 09:08:36 - mmengine - INFO - Epoch(train) [86][ 900/2503] lr: 3.6013e-01 eta: 20:42:04 time: 0.0973 data_time: 0.0030 loss: 2.0590 03/09 09:08:50 - mmengine - INFO - Epoch(train) [86][1000/2503] lr: 3.6007e-01 eta: 20:41:50 time: 0.1083 data_time: 0.0032 loss: 2.1476 03/09 09:09:03 - mmengine - INFO - Epoch(train) [86][1100/2503] lr: 3.6000e-01 eta: 20:41:35 time: 0.1478 data_time: 0.0029 loss: 2.2663 03/09 09:09:17 - mmengine - INFO - Epoch(train) [86][1200/2503] lr: 3.5993e-01 eta: 20:41:21 time: 0.1404 data_time: 0.0033 loss: 2.3509 03/09 09:09:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:09:31 - mmengine - INFO - Epoch(train) [86][1300/2503] lr: 3.5986e-01 eta: 20:41:07 time: 0.1528 data_time: 0.0032 loss: 2.2577 03/09 09:09:45 - mmengine - INFO - Epoch(train) [86][1400/2503] lr: 3.5980e-01 eta: 20:40:52 time: 0.1658 data_time: 0.0029 loss: 2.3251 03/09 09:09:58 - mmengine - INFO - Epoch(train) [86][1500/2503] lr: 3.5973e-01 eta: 20:40:36 time: 0.1365 data_time: 0.0030 loss: 2.2555 03/09 09:10:12 - mmengine - INFO - Epoch(train) [86][1600/2503] lr: 3.5966e-01 eta: 20:40:22 time: 0.1300 data_time: 0.0028 loss: 2.2628 03/09 09:10:25 - mmengine - INFO - Epoch(train) [86][1700/2503] lr: 3.5960e-01 eta: 20:40:08 time: 0.1361 data_time: 0.0033 loss: 2.3435 03/09 09:10:39 - mmengine - INFO - Epoch(train) [86][1800/2503] lr: 3.5953e-01 eta: 20:39:53 time: 0.1194 data_time: 0.0029 loss: 2.2963 03/09 09:10:53 - mmengine - INFO - Epoch(train) [86][1900/2503] lr: 3.5946e-01 eta: 20:39:38 time: 0.1542 data_time: 0.0029 loss: 2.2802 03/09 09:11:06 - mmengine - INFO - Epoch(train) [86][2000/2503] lr: 3.5940e-01 eta: 20:39:24 time: 0.1184 data_time: 0.0032 loss: 2.1917 03/09 09:11:20 - mmengine - INFO - Epoch(train) [86][2100/2503] lr: 3.5933e-01 eta: 20:39:09 time: 0.1429 data_time: 0.0031 loss: 2.3089 03/09 09:11:34 - mmengine - INFO - Epoch(train) [86][2200/2503] lr: 3.5926e-01 eta: 20:38:54 time: 0.1442 data_time: 0.0031 loss: 2.0787 03/09 09:11:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:11:47 - mmengine - INFO - Epoch(train) [86][2300/2503] lr: 3.5919e-01 eta: 20:38:40 time: 0.1558 data_time: 0.0028 loss: 2.0855 03/09 09:12:01 - mmengine - INFO - Epoch(train) [86][2400/2503] lr: 3.5913e-01 eta: 20:38:25 time: 0.1293 data_time: 0.0027 loss: 2.2848 03/09 09:12:14 - mmengine - INFO - Epoch(train) [86][2500/2503] lr: 3.5906e-01 eta: 20:38:10 time: 0.1146 data_time: 0.0051 loss: 2.1875 03/09 09:12:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:12:15 - mmengine - INFO - Saving checkpoint at 86 epochs 03/09 09:12:43 - mmengine - INFO - Epoch(val) [86][98/98] accuracy/top1: 54.6080 accuracy/top5: 79.0280 03/09 09:12:58 - mmengine - INFO - Epoch(train) [87][ 100/2503] lr: 3.5899e-01 eta: 20:37:58 time: 0.1399 data_time: 0.0031 loss: 2.1711 03/09 09:13:12 - mmengine - INFO - Epoch(train) [87][ 200/2503] lr: 3.5892e-01 eta: 20:37:43 time: 0.1220 data_time: 0.0031 loss: 2.2031 03/09 09:13:25 - mmengine - INFO - Epoch(train) [87][ 300/2503] lr: 3.5886e-01 eta: 20:37:29 time: 0.1571 data_time: 0.0030 loss: 2.1693 03/09 09:13:39 - mmengine - INFO - Epoch(train) [87][ 400/2503] lr: 3.5879e-01 eta: 20:37:14 time: 0.1157 data_time: 0.0034 loss: 2.1543 03/09 09:13:53 - mmengine - INFO - Epoch(train) [87][ 500/2503] lr: 3.5872e-01 eta: 20:37:00 time: 0.1572 data_time: 0.0029 loss: 2.0758 03/09 09:14:07 - mmengine - INFO - Epoch(train) [87][ 600/2503] lr: 3.5866e-01 eta: 20:36:46 time: 0.1710 data_time: 0.0035 loss: 2.1969 03/09 09:14:21 - mmengine - INFO - Epoch(train) [87][ 700/2503] lr: 3.5859e-01 eta: 20:36:31 time: 0.1662 data_time: 0.0031 loss: 2.2333 03/09 09:14:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:14:34 - mmengine - INFO - Epoch(train) [87][ 800/2503] lr: 3.5852e-01 eta: 20:36:16 time: 0.1205 data_time: 0.0032 loss: 2.3189 03/09 09:14:49 - mmengine - INFO - Epoch(train) [87][ 900/2503] lr: 3.5845e-01 eta: 20:36:04 time: 0.1161 data_time: 0.0029 loss: 2.1657 03/09 09:15:02 - mmengine - INFO - Epoch(train) [87][1000/2503] lr: 3.5839e-01 eta: 20:35:49 time: 0.0997 data_time: 0.0029 loss: 2.1441 03/09 09:15:16 - mmengine - INFO - Epoch(train) [87][1100/2503] lr: 3.5832e-01 eta: 20:35:35 time: 0.1253 data_time: 0.0030 loss: 2.0591 03/09 09:15:30 - mmengine - INFO - Epoch(train) [87][1200/2503] lr: 3.5825e-01 eta: 20:35:21 time: 0.1191 data_time: 0.0030 loss: 2.1334 03/09 09:15:43 - mmengine - INFO - Epoch(train) [87][1300/2503] lr: 3.5819e-01 eta: 20:35:04 time: 0.1107 data_time: 0.0031 loss: 2.1317 03/09 09:15:57 - mmengine - INFO - Epoch(train) [87][1400/2503] lr: 3.5812e-01 eta: 20:34:50 time: 0.1608 data_time: 0.0028 loss: 2.1525 03/09 09:16:11 - mmengine - INFO - Epoch(train) [87][1500/2503] lr: 3.5805e-01 eta: 20:34:36 time: 0.1559 data_time: 0.0033 loss: 2.2015 03/09 09:16:24 - mmengine - INFO - Epoch(train) [87][1600/2503] lr: 3.5799e-01 eta: 20:34:22 time: 0.1374 data_time: 0.0033 loss: 2.2976 03/09 09:16:38 - mmengine - INFO - Epoch(train) [87][1700/2503] lr: 3.5792e-01 eta: 20:34:07 time: 0.1375 data_time: 0.0031 loss: 2.2206 03/09 09:16:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:16:52 - mmengine - INFO - Epoch(train) [87][1800/2503] lr: 3.5785e-01 eta: 20:33:52 time: 0.1168 data_time: 0.0030 loss: 2.3145 03/09 09:17:06 - mmengine - INFO - Epoch(train) [87][1900/2503] lr: 3.5778e-01 eta: 20:33:39 time: 0.1556 data_time: 0.0030 loss: 2.1960 03/09 09:17:19 - mmengine - INFO - Epoch(train) [87][2000/2503] lr: 3.5772e-01 eta: 20:33:24 time: 0.1176 data_time: 0.0034 loss: 2.3998 03/09 09:17:33 - mmengine - INFO - Epoch(train) [87][2100/2503] lr: 3.5765e-01 eta: 20:33:09 time: 0.1241 data_time: 0.0027 loss: 2.2392 03/09 09:17:47 - mmengine - INFO - Epoch(train) [87][2200/2503] lr: 3.5758e-01 eta: 20:32:55 time: 0.1535 data_time: 0.0029 loss: 2.2978 03/09 09:18:00 - mmengine - INFO - Epoch(train) [87][2300/2503] lr: 3.5752e-01 eta: 20:32:40 time: 0.0977 data_time: 0.0031 loss: 2.2435 03/09 09:18:14 - mmengine - INFO - Epoch(train) [87][2400/2503] lr: 3.5745e-01 eta: 20:32:25 time: 0.1501 data_time: 0.0031 loss: 2.1742 03/09 09:18:28 - mmengine - INFO - Epoch(train) [87][2500/2503] lr: 3.5738e-01 eta: 20:32:11 time: 0.1287 data_time: 0.0042 loss: 2.2779 03/09 09:18:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:18:28 - mmengine - INFO - Saving checkpoint at 87 epochs 03/09 09:18:55 - mmengine - INFO - Epoch(val) [87][98/98] accuracy/top1: 53.2600 accuracy/top5: 78.0600 03/09 09:19:10 - mmengine - INFO - Epoch(train) [88][ 100/2503] lr: 3.5731e-01 eta: 20:32:00 time: 0.1367 data_time: 0.0030 loss: 2.1643 03/09 09:19:24 - mmengine - INFO - Epoch(train) [88][ 200/2503] lr: 3.5725e-01 eta: 20:31:45 time: 0.1400 data_time: 0.0029 loss: 2.1336 03/09 09:19:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:19:38 - mmengine - INFO - Epoch(train) [88][ 300/2503] lr: 3.5718e-01 eta: 20:31:31 time: 0.1742 data_time: 0.0027 loss: 2.2962 03/09 09:19:52 - mmengine - INFO - Epoch(train) [88][ 400/2503] lr: 3.5711e-01 eta: 20:31:17 time: 0.1343 data_time: 0.0029 loss: 2.1722 03/09 09:20:05 - mmengine - INFO - Epoch(train) [88][ 500/2503] lr: 3.5704e-01 eta: 20:31:02 time: 0.1157 data_time: 0.0138 loss: 2.2376 03/09 09:20:19 - mmengine - INFO - Epoch(train) [88][ 600/2503] lr: 3.5698e-01 eta: 20:30:48 time: 0.1401 data_time: 0.0032 loss: 2.3145 03/09 09:20:32 - mmengine - INFO - Epoch(train) [88][ 700/2503] lr: 3.5691e-01 eta: 20:30:33 time: 0.1095 data_time: 0.0033 loss: 2.1657 03/09 09:20:46 - mmengine - INFO - Epoch(train) [88][ 800/2503] lr: 3.5684e-01 eta: 20:30:18 time: 0.1158 data_time: 0.0031 loss: 2.1876 03/09 09:21:00 - mmengine - INFO - Epoch(train) [88][ 900/2503] lr: 3.5678e-01 eta: 20:30:04 time: 0.1388 data_time: 0.0473 loss: 2.2731 03/09 09:21:14 - mmengine - INFO - Epoch(train) [88][1000/2503] lr: 3.5671e-01 eta: 20:29:49 time: 0.1115 data_time: 0.0036 loss: 2.3823 03/09 09:21:27 - mmengine - INFO - Epoch(train) [88][1100/2503] lr: 3.5664e-01 eta: 20:29:35 time: 0.1121 data_time: 0.0032 loss: 2.2769 03/09 09:21:41 - mmengine - INFO - Epoch(train) [88][1200/2503] lr: 3.5658e-01 eta: 20:29:20 time: 0.1483 data_time: 0.0029 loss: 2.1993 03/09 09:21:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:21:54 - mmengine - INFO - Epoch(train) [88][1300/2503] lr: 3.5651e-01 eta: 20:29:05 time: 0.1001 data_time: 0.0031 loss: 2.3799 03/09 09:22:08 - mmengine - INFO - Epoch(train) [88][1400/2503] lr: 3.5644e-01 eta: 20:28:50 time: 0.1279 data_time: 0.0034 loss: 2.1676 03/09 09:22:22 - mmengine - INFO - Epoch(train) [88][1500/2503] lr: 3.5637e-01 eta: 20:28:36 time: 0.1371 data_time: 0.0029 loss: 2.2827 03/09 09:22:35 - mmengine - INFO - Epoch(train) [88][1600/2503] lr: 3.5631e-01 eta: 20:28:21 time: 0.1393 data_time: 0.0028 loss: 2.3702 03/09 09:22:49 - mmengine - INFO - Epoch(train) [88][1700/2503] lr: 3.5624e-01 eta: 20:28:06 time: 0.1370 data_time: 0.0265 loss: 2.1740 03/09 09:23:02 - mmengine - INFO - Epoch(train) [88][1800/2503] lr: 3.5617e-01 eta: 20:27:51 time: 0.1461 data_time: 0.0495 loss: 2.2762 03/09 09:23:16 - mmengine - INFO - Epoch(train) [88][1900/2503] lr: 3.5611e-01 eta: 20:27:36 time: 0.1304 data_time: 0.0033 loss: 2.2997 03/09 09:23:30 - mmengine - INFO - Epoch(train) [88][2000/2503] lr: 3.5604e-01 eta: 20:27:22 time: 0.1279 data_time: 0.0031 loss: 2.1545 03/09 09:23:43 - mmengine - INFO - Epoch(train) [88][2100/2503] lr: 3.5597e-01 eta: 20:27:06 time: 0.1335 data_time: 0.0029 loss: 2.1819 03/09 09:23:57 - mmengine - INFO - Epoch(train) [88][2200/2503] lr: 3.5591e-01 eta: 20:26:52 time: 0.1464 data_time: 0.0031 loss: 2.1311 03/09 09:24:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:24:10 - mmengine - INFO - Epoch(train) [88][2300/2503] lr: 3.5584e-01 eta: 20:26:37 time: 0.1066 data_time: 0.0031 loss: 2.2097 03/09 09:24:25 - mmengine - INFO - Epoch(train) [88][2400/2503] lr: 3.5577e-01 eta: 20:26:24 time: 0.1663 data_time: 0.0405 loss: 2.2597 03/09 09:24:38 - mmengine - INFO - Epoch(train) [88][2500/2503] lr: 3.5570e-01 eta: 20:26:08 time: 0.1134 data_time: 0.0246 loss: 2.2346 03/09 09:24:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:24:38 - mmengine - INFO - Saving checkpoint at 88 epochs 03/09 09:25:05 - mmengine - INFO - Epoch(val) [88][98/98] accuracy/top1: 54.3900 accuracy/top5: 78.9020 03/09 09:25:20 - mmengine - INFO - Epoch(train) [89][ 100/2503] lr: 3.5564e-01 eta: 20:25:56 time: 0.1610 data_time: 0.0035 loss: 2.2989 03/09 09:25:33 - mmengine - INFO - Epoch(train) [89][ 200/2503] lr: 3.5557e-01 eta: 20:25:41 time: 0.1139 data_time: 0.0034 loss: 2.3843 03/09 09:25:48 - mmengine - INFO - Epoch(train) [89][ 300/2503] lr: 3.5550e-01 eta: 20:25:28 time: 0.1476 data_time: 0.0031 loss: 2.2576 03/09 09:26:02 - mmengine - INFO - Epoch(train) [89][ 400/2503] lr: 3.5543e-01 eta: 20:25:14 time: 0.1569 data_time: 0.0030 loss: 2.0147 03/09 09:26:15 - mmengine - INFO - Epoch(train) [89][ 500/2503] lr: 3.5537e-01 eta: 20:25:00 time: 0.1428 data_time: 0.0033 loss: 2.2576 03/09 09:26:29 - mmengine - INFO - Epoch(train) [89][ 600/2503] lr: 3.5530e-01 eta: 20:24:44 time: 0.1493 data_time: 0.0032 loss: 2.2835 03/09 09:26:43 - mmengine - INFO - Epoch(train) [89][ 700/2503] lr: 3.5523e-01 eta: 20:24:31 time: 0.1546 data_time: 0.0034 loss: 2.2458 03/09 09:26:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:26:56 - mmengine - INFO - Epoch(train) [89][ 800/2503] lr: 3.5517e-01 eta: 20:24:16 time: 0.1205 data_time: 0.0040 loss: 2.4142 03/09 09:27:10 - mmengine - INFO - Epoch(train) [89][ 900/2503] lr: 3.5510e-01 eta: 20:24:02 time: 0.1234 data_time: 0.0035 loss: 2.1000 03/09 09:27:24 - mmengine - INFO - Epoch(train) [89][1000/2503] lr: 3.5503e-01 eta: 20:23:48 time: 0.1077 data_time: 0.0034 loss: 2.2284 03/09 09:27:38 - mmengine - INFO - Epoch(train) [89][1100/2503] lr: 3.5496e-01 eta: 20:23:34 time: 0.1785 data_time: 0.0034 loss: 2.2398 03/09 09:27:52 - mmengine - INFO - Epoch(train) [89][1200/2503] lr: 3.5490e-01 eta: 20:23:19 time: 0.1238 data_time: 0.0030 loss: 2.3057 03/09 09:28:06 - mmengine - INFO - Epoch(train) [89][1300/2503] lr: 3.5483e-01 eta: 20:23:05 time: 0.1685 data_time: 0.0032 loss: 2.4278 03/09 09:28:19 - mmengine - INFO - Epoch(train) [89][1400/2503] lr: 3.5476e-01 eta: 20:22:51 time: 0.1404 data_time: 0.0030 loss: 2.2633 03/09 09:28:33 - mmengine - INFO - Epoch(train) [89][1500/2503] lr: 3.5470e-01 eta: 20:22:37 time: 0.1666 data_time: 0.0033 loss: 2.1408 03/09 09:28:46 - mmengine - INFO - Epoch(train) [89][1600/2503] lr: 3.5463e-01 eta: 20:22:21 time: 0.1049 data_time: 0.0030 loss: 2.1703 03/09 09:29:00 - mmengine - INFO - Epoch(train) [89][1700/2503] lr: 3.5456e-01 eta: 20:22:07 time: 0.1199 data_time: 0.0035 loss: 2.1388 03/09 09:29:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:29:14 - mmengine - INFO - Epoch(train) [89][1800/2503] lr: 3.5450e-01 eta: 20:21:52 time: 0.1218 data_time: 0.0295 loss: 2.2645 03/09 09:29:27 - mmengine - INFO - Epoch(train) [89][1900/2503] lr: 3.5443e-01 eta: 20:21:36 time: 0.1195 data_time: 0.0028 loss: 2.1999 03/09 09:29:40 - mmengine - INFO - Epoch(train) [89][2000/2503] lr: 3.5436e-01 eta: 20:21:22 time: 0.1410 data_time: 0.0035 loss: 2.2722 03/09 09:29:54 - mmengine - INFO - Epoch(train) [89][2100/2503] lr: 3.5429e-01 eta: 20:21:07 time: 0.1350 data_time: 0.0032 loss: 2.3836 03/09 09:30:08 - mmengine - INFO - Epoch(train) [89][2200/2503] lr: 3.5423e-01 eta: 20:20:52 time: 0.1215 data_time: 0.0034 loss: 2.2707 03/09 09:30:22 - mmengine - INFO - Epoch(train) [89][2300/2503] lr: 3.5416e-01 eta: 20:20:38 time: 0.1087 data_time: 0.0132 loss: 2.2035 03/09 09:30:35 - mmengine - INFO - Epoch(train) [89][2400/2503] lr: 3.5409e-01 eta: 20:20:24 time: 0.1153 data_time: 0.0218 loss: 2.2423 03/09 09:30:49 - mmengine - INFO - Epoch(train) [89][2500/2503] lr: 3.5403e-01 eta: 20:20:10 time: 0.1385 data_time: 0.0046 loss: 2.2059 03/09 09:30:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:30:50 - mmengine - INFO - Saving checkpoint at 89 epochs 03/09 09:31:17 - mmengine - INFO - Epoch(val) [89][98/98] accuracy/top1: 52.7280 accuracy/top5: 77.5080 03/09 09:31:32 - mmengine - INFO - Epoch(train) [90][ 100/2503] lr: 3.5396e-01 eta: 20:19:59 time: 0.1627 data_time: 0.0038 loss: 2.2412 03/09 09:31:46 - mmengine - INFO - Epoch(train) [90][ 200/2503] lr: 3.5389e-01 eta: 20:19:45 time: 0.1354 data_time: 0.0410 loss: 2.2149 03/09 09:31:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:32:00 - mmengine - INFO - Epoch(train) [90][ 300/2503] lr: 3.5382e-01 eta: 20:19:31 time: 0.1667 data_time: 0.0032 loss: 2.3054 03/09 09:32:14 - mmengine - INFO - Epoch(train) [90][ 400/2503] lr: 3.5376e-01 eta: 20:19:16 time: 0.1465 data_time: 0.0130 loss: 2.1717 03/09 09:32:27 - mmengine - INFO - Epoch(train) [90][ 500/2503] lr: 3.5369e-01 eta: 20:19:01 time: 0.1334 data_time: 0.0032 loss: 2.1844 03/09 09:32:41 - mmengine - INFO - Epoch(train) [90][ 600/2503] lr: 3.5362e-01 eta: 20:18:47 time: 0.1350 data_time: 0.0031 loss: 2.1901 03/09 09:32:55 - mmengine - INFO - Epoch(train) [90][ 700/2503] lr: 3.5356e-01 eta: 20:18:32 time: 0.1286 data_time: 0.0031 loss: 2.2699 03/09 09:33:08 - mmengine - INFO - Epoch(train) [90][ 800/2503] lr: 3.5349e-01 eta: 20:18:18 time: 0.1648 data_time: 0.0030 loss: 2.3946 03/09 09:33:22 - mmengine - INFO - Epoch(train) [90][ 900/2503] lr: 3.5342e-01 eta: 20:18:03 time: 0.1139 data_time: 0.0035 loss: 2.2695 03/09 09:33:35 - mmengine - INFO - Epoch(train) [90][1000/2503] lr: 3.5335e-01 eta: 20:17:48 time: 0.1255 data_time: 0.0031 loss: 2.1187 03/09 09:33:49 - mmengine - INFO - Epoch(train) [90][1100/2503] lr: 3.5329e-01 eta: 20:17:34 time: 0.1407 data_time: 0.0031 loss: 2.3419 03/09 09:34:02 - mmengine - INFO - Epoch(train) [90][1200/2503] lr: 3.5322e-01 eta: 20:17:19 time: 0.1072 data_time: 0.0033 loss: 2.3077 03/09 09:34:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:34:16 - mmengine - INFO - Epoch(train) [90][1300/2503] lr: 3.5315e-01 eta: 20:17:05 time: 0.1303 data_time: 0.0037 loss: 2.3337 03/09 09:34:30 - mmengine - INFO - Epoch(train) [90][1400/2503] lr: 3.5309e-01 eta: 20:16:50 time: 0.1352 data_time: 0.0031 loss: 2.3586 03/09 09:34:44 - mmengine - INFO - Epoch(train) [90][1500/2503] lr: 3.5302e-01 eta: 20:16:35 time: 0.1681 data_time: 0.0034 loss: 2.3150 03/09 09:34:57 - mmengine - INFO - Epoch(train) [90][1600/2503] lr: 3.5295e-01 eta: 20:16:20 time: 0.1373 data_time: 0.0031 loss: 2.1994 03/09 09:35:11 - mmengine - INFO - Epoch(train) [90][1700/2503] lr: 3.5288e-01 eta: 20:16:06 time: 0.1354 data_time: 0.0033 loss: 2.1165 03/09 09:35:25 - mmengine - INFO - Epoch(train) [90][1800/2503] lr: 3.5282e-01 eta: 20:15:52 time: 0.1381 data_time: 0.0033 loss: 2.2522 03/09 09:35:39 - mmengine - INFO - Epoch(train) [90][1900/2503] lr: 3.5275e-01 eta: 20:15:38 time: 0.1563 data_time: 0.0030 loss: 2.3443 03/09 09:35:52 - mmengine - INFO - Epoch(train) [90][2000/2503] lr: 3.5268e-01 eta: 20:15:23 time: 0.1542 data_time: 0.0030 loss: 2.3155 03/09 09:36:06 - mmengine - INFO - Epoch(train) [90][2100/2503] lr: 3.5262e-01 eta: 20:15:08 time: 0.1296 data_time: 0.0033 loss: 2.3143 03/09 09:36:19 - mmengine - INFO - Epoch(train) [90][2200/2503] lr: 3.5255e-01 eta: 20:14:54 time: 0.1441 data_time: 0.0031 loss: 2.2026 03/09 09:36:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:36:33 - mmengine - INFO - Epoch(train) [90][2300/2503] lr: 3.5248e-01 eta: 20:14:39 time: 0.1162 data_time: 0.0186 loss: 2.1367 03/09 09:36:47 - mmengine - INFO - Epoch(train) [90][2400/2503] lr: 3.5242e-01 eta: 20:14:25 time: 0.1274 data_time: 0.0033 loss: 2.1426 03/09 09:37:00 - mmengine - INFO - Epoch(train) [90][2500/2503] lr: 3.5235e-01 eta: 20:14:10 time: 0.1299 data_time: 0.0047 loss: 2.3443 03/09 09:37:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:37:01 - mmengine - INFO - Saving checkpoint at 90 epochs 03/09 09:37:28 - mmengine - INFO - Epoch(val) [90][98/98] accuracy/top1: 53.8280 accuracy/top5: 78.6240 03/09 09:37:43 - mmengine - INFO - Epoch(train) [91][ 100/2503] lr: 3.5228e-01 eta: 20:13:59 time: 0.1407 data_time: 0.0032 loss: 2.0646 03/09 09:37:57 - mmengine - INFO - Epoch(train) [91][ 200/2503] lr: 3.5221e-01 eta: 20:13:46 time: 0.1371 data_time: 0.0033 loss: 2.0799 03/09 09:38:11 - mmengine - INFO - Epoch(train) [91][ 300/2503] lr: 3.5215e-01 eta: 20:13:31 time: 0.1360 data_time: 0.0035 loss: 2.1211 03/09 09:38:25 - mmengine - INFO - Epoch(train) [91][ 400/2503] lr: 3.5208e-01 eta: 20:13:17 time: 0.1800 data_time: 0.0028 loss: 2.3446 03/09 09:38:38 - mmengine - INFO - Epoch(train) [91][ 500/2503] lr: 3.5201e-01 eta: 20:13:02 time: 0.1262 data_time: 0.0032 loss: 2.2902 03/09 09:38:52 - mmengine - INFO - Epoch(train) [91][ 600/2503] lr: 3.5194e-01 eta: 20:12:48 time: 0.1532 data_time: 0.0033 loss: 2.1766 03/09 09:39:06 - mmengine - INFO - Epoch(train) [91][ 700/2503] lr: 3.5188e-01 eta: 20:12:33 time: 0.1483 data_time: 0.0029 loss: 2.1589 03/09 09:39:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:39:19 - mmengine - INFO - Epoch(train) [91][ 800/2503] lr: 3.5181e-01 eta: 20:12:18 time: 0.1102 data_time: 0.0030 loss: 2.1926 03/09 09:39:33 - mmengine - INFO - Epoch(train) [91][ 900/2503] lr: 3.5174e-01 eta: 20:12:04 time: 0.1250 data_time: 0.0091 loss: 2.1452 03/09 09:39:47 - mmengine - INFO - Epoch(train) [91][1000/2503] lr: 3.5168e-01 eta: 20:11:50 time: 0.1333 data_time: 0.0031 loss: 2.2807 03/09 09:40:01 - mmengine - INFO - Epoch(train) [91][1100/2503] lr: 3.5161e-01 eta: 20:11:37 time: 0.1848 data_time: 0.0028 loss: 2.1836 03/09 09:40:15 - mmengine - INFO - Epoch(train) [91][1200/2503] lr: 3.5154e-01 eta: 20:11:22 time: 0.1345 data_time: 0.0030 loss: 2.3148 03/09 09:40:28 - mmengine - INFO - Epoch(train) [91][1300/2503] lr: 3.5148e-01 eta: 20:11:07 time: 0.1317 data_time: 0.0029 loss: 2.1876 03/09 09:40:42 - mmengine - INFO - Epoch(train) [91][1400/2503] lr: 3.5141e-01 eta: 20:10:53 time: 0.1462 data_time: 0.0031 loss: 2.3496 03/09 09:40:56 - mmengine - INFO - Epoch(train) [91][1500/2503] lr: 3.5134e-01 eta: 20:10:38 time: 0.1183 data_time: 0.0035 loss: 2.2981 03/09 09:41:09 - mmengine - INFO - Epoch(train) [91][1600/2503] lr: 3.5127e-01 eta: 20:10:24 time: 0.1149 data_time: 0.0033 loss: 2.3598 03/09 09:41:23 - mmengine - INFO - Epoch(train) [91][1700/2503] lr: 3.5121e-01 eta: 20:10:10 time: 0.1370 data_time: 0.0032 loss: 2.2447 03/09 09:41:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:41:37 - mmengine - INFO - Epoch(train) [91][1800/2503] lr: 3.5114e-01 eta: 20:09:56 time: 0.1384 data_time: 0.0030 loss: 2.2782 03/09 09:41:51 - mmengine - INFO - Epoch(train) [91][1900/2503] lr: 3.5107e-01 eta: 20:09:41 time: 0.1414 data_time: 0.0032 loss: 2.4373 03/09 09:42:04 - mmengine - INFO - Epoch(train) [91][2000/2503] lr: 3.5101e-01 eta: 20:09:27 time: 0.1418 data_time: 0.0030 loss: 2.1724 03/09 09:42:18 - mmengine - INFO - Epoch(train) [91][2100/2503] lr: 3.5094e-01 eta: 20:09:12 time: 0.1467 data_time: 0.0031 loss: 2.3424 03/09 09:42:32 - mmengine - INFO - Epoch(train) [91][2200/2503] lr: 3.5087e-01 eta: 20:08:57 time: 0.1432 data_time: 0.0031 loss: 2.1852 03/09 09:42:45 - mmengine - INFO - Epoch(train) [91][2300/2503] lr: 3.5080e-01 eta: 20:08:42 time: 0.1427 data_time: 0.0038 loss: 2.2436 03/09 09:42:59 - mmengine - INFO - Epoch(train) [91][2400/2503] lr: 3.5074e-01 eta: 20:08:28 time: 0.0984 data_time: 0.0031 loss: 2.2787 03/09 09:43:12 - mmengine - INFO - Epoch(train) [91][2500/2503] lr: 3.5067e-01 eta: 20:08:13 time: 0.1350 data_time: 0.0048 loss: 2.3528 03/09 09:43:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:43:13 - mmengine - INFO - Saving checkpoint at 91 epochs 03/09 09:43:40 - mmengine - INFO - Epoch(val) [91][98/98] accuracy/top1: 54.5360 accuracy/top5: 78.9860 03/09 09:43:55 - mmengine - INFO - Epoch(train) [92][ 100/2503] lr: 3.5060e-01 eta: 20:08:01 time: 0.1221 data_time: 0.0033 loss: 2.1826 03/09 09:44:09 - mmengine - INFO - Epoch(train) [92][ 200/2503] lr: 3.5053e-01 eta: 20:07:47 time: 0.1314 data_time: 0.0032 loss: 2.0831 03/09 09:44:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:44:23 - mmengine - INFO - Epoch(train) [92][ 300/2503] lr: 3.5047e-01 eta: 20:07:34 time: 0.1284 data_time: 0.0034 loss: 2.2491 03/09 09:44:37 - mmengine - INFO - Epoch(train) [92][ 400/2503] lr: 3.5040e-01 eta: 20:07:19 time: 0.1428 data_time: 0.0030 loss: 2.3542 03/09 09:44:50 - mmengine - INFO - Epoch(train) [92][ 500/2503] lr: 3.5033e-01 eta: 20:07:04 time: 0.1535 data_time: 0.0030 loss: 2.3468 03/09 09:45:04 - mmengine - INFO - Epoch(train) [92][ 600/2503] lr: 3.5027e-01 eta: 20:06:49 time: 0.1039 data_time: 0.0032 loss: 2.2453 03/09 09:45:18 - mmengine - INFO - Epoch(train) [92][ 700/2503] lr: 3.5020e-01 eta: 20:06:35 time: 0.1293 data_time: 0.0031 loss: 2.2117 03/09 09:45:31 - mmengine - INFO - Epoch(train) [92][ 800/2503] lr: 3.5013e-01 eta: 20:06:20 time: 0.1314 data_time: 0.0029 loss: 2.2129 03/09 09:45:45 - mmengine - INFO - Epoch(train) [92][ 900/2503] lr: 3.5007e-01 eta: 20:06:06 time: 0.1488 data_time: 0.0031 loss: 2.3384 03/09 09:45:59 - mmengine - INFO - Epoch(train) [92][1000/2503] lr: 3.5000e-01 eta: 20:05:51 time: 0.1509 data_time: 0.0038 loss: 2.0781 03/09 09:46:12 - mmengine - INFO - Epoch(train) [92][1100/2503] lr: 3.4993e-01 eta: 20:05:37 time: 0.1230 data_time: 0.0031 loss: 2.2194 03/09 09:46:26 - mmengine - INFO - Epoch(train) [92][1200/2503] lr: 3.4986e-01 eta: 20:05:23 time: 0.1717 data_time: 0.0034 loss: 2.2426 03/09 09:46:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:46:40 - mmengine - INFO - Epoch(train) [92][1300/2503] lr: 3.4980e-01 eta: 20:05:08 time: 0.1471 data_time: 0.0035 loss: 2.2108 03/09 09:46:53 - mmengine - INFO - Epoch(train) [92][1400/2503] lr: 3.4973e-01 eta: 20:04:54 time: 0.1591 data_time: 0.0037 loss: 2.0003 03/09 09:47:07 - mmengine - INFO - Epoch(train) [92][1500/2503] lr: 3.4966e-01 eta: 20:04:38 time: 0.1129 data_time: 0.0032 loss: 2.3466 03/09 09:47:20 - mmengine - INFO - Epoch(train) [92][1600/2503] lr: 3.4960e-01 eta: 20:04:23 time: 0.1150 data_time: 0.0031 loss: 2.1078 03/09 09:47:35 - mmengine - INFO - Epoch(train) [92][1700/2503] lr: 3.4953e-01 eta: 20:04:11 time: 0.1061 data_time: 0.0031 loss: 2.3482 03/09 09:47:49 - mmengine - INFO - Epoch(train) [92][1800/2503] lr: 3.4946e-01 eta: 20:03:57 time: 0.1213 data_time: 0.0033 loss: 2.3455 03/09 09:48:02 - mmengine - INFO - Epoch(train) [92][1900/2503] lr: 3.4940e-01 eta: 20:03:42 time: 0.1591 data_time: 0.0031 loss: 2.2303 03/09 09:48:16 - mmengine - INFO - Epoch(train) [92][2000/2503] lr: 3.4933e-01 eta: 20:03:27 time: 0.1153 data_time: 0.0036 loss: 2.1491 03/09 09:48:29 - mmengine - INFO - Epoch(train) [92][2100/2503] lr: 3.4926e-01 eta: 20:03:13 time: 0.1213 data_time: 0.0032 loss: 2.3159 03/09 09:48:44 - mmengine - INFO - Epoch(train) [92][2200/2503] lr: 3.4919e-01 eta: 20:03:00 time: 0.1531 data_time: 0.0035 loss: 2.1843 03/09 09:48:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:48:58 - mmengine - INFO - Epoch(train) [92][2300/2503] lr: 3.4913e-01 eta: 20:02:45 time: 0.1157 data_time: 0.0032 loss: 2.1117 03/09 09:49:11 - mmengine - INFO - Epoch(train) [92][2400/2503] lr: 3.4906e-01 eta: 20:02:31 time: 0.1469 data_time: 0.0032 loss: 2.3559 03/09 09:49:25 - mmengine - INFO - Epoch(train) [92][2500/2503] lr: 3.4899e-01 eta: 20:02:16 time: 0.1039 data_time: 0.0045 loss: 2.1818 03/09 09:49:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:49:25 - mmengine - INFO - Saving checkpoint at 92 epochs 03/09 09:49:53 - mmengine - INFO - Epoch(val) [92][98/98] accuracy/top1: 55.0040 accuracy/top5: 79.4220 03/09 09:50:08 - mmengine - INFO - Epoch(train) [93][ 100/2503] lr: 3.4892e-01 eta: 20:02:05 time: 0.1717 data_time: 0.0037 loss: 2.3086 03/09 09:50:22 - mmengine - INFO - Epoch(train) [93][ 200/2503] lr: 3.4886e-01 eta: 20:01:51 time: 0.1504 data_time: 0.0038 loss: 2.1210 03/09 09:50:36 - mmengine - INFO - Epoch(train) [93][ 300/2503] lr: 3.4879e-01 eta: 20:01:37 time: 0.1737 data_time: 0.0030 loss: 2.2818 03/09 09:50:49 - mmengine - INFO - Epoch(train) [93][ 400/2503] lr: 3.4872e-01 eta: 20:01:22 time: 0.1426 data_time: 0.0033 loss: 2.1749 03/09 09:51:03 - mmengine - INFO - Epoch(train) [93][ 500/2503] lr: 3.4866e-01 eta: 20:01:06 time: 0.1294 data_time: 0.0033 loss: 2.2949 03/09 09:51:17 - mmengine - INFO - Epoch(train) [93][ 600/2503] lr: 3.4859e-01 eta: 20:00:52 time: 0.1383 data_time: 0.0039 loss: 2.3624 03/09 09:51:31 - mmengine - INFO - Epoch(train) [93][ 700/2503] lr: 3.4852e-01 eta: 20:00:38 time: 0.1468 data_time: 0.0028 loss: 2.3559 03/09 09:51:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:51:45 - mmengine - INFO - Epoch(train) [93][ 800/2503] lr: 3.4845e-01 eta: 20:00:25 time: 0.1156 data_time: 0.0033 loss: 2.1291 03/09 09:51:59 - mmengine - INFO - Epoch(train) [93][ 900/2503] lr: 3.4839e-01 eta: 20:00:12 time: 0.1324 data_time: 0.0031 loss: 2.2001 03/09 09:52:13 - mmengine - INFO - Epoch(train) [93][1000/2503] lr: 3.4832e-01 eta: 19:59:58 time: 0.1715 data_time: 0.0034 loss: 2.2223 03/09 09:52:26 - mmengine - INFO - Epoch(train) [93][1100/2503] lr: 3.4825e-01 eta: 19:59:43 time: 0.1397 data_time: 0.0030 loss: 2.2380 03/09 09:52:40 - mmengine - INFO - Epoch(train) [93][1200/2503] lr: 3.4819e-01 eta: 19:59:28 time: 0.1233 data_time: 0.0287 loss: 2.1924 03/09 09:52:54 - mmengine - INFO - Epoch(train) [93][1300/2503] lr: 3.4812e-01 eta: 19:59:14 time: 0.1247 data_time: 0.0033 loss: 2.1061 03/09 09:53:08 - mmengine - INFO - Epoch(train) [93][1400/2503] lr: 3.4805e-01 eta: 19:59:00 time: 0.1279 data_time: 0.0033 loss: 2.1198 03/09 09:53:22 - mmengine - INFO - Epoch(train) [93][1500/2503] lr: 3.4799e-01 eta: 19:58:46 time: 0.1453 data_time: 0.0030 loss: 2.1832 03/09 09:53:35 - mmengine - INFO - Epoch(train) [93][1600/2503] lr: 3.4792e-01 eta: 19:58:31 time: 0.1451 data_time: 0.0031 loss: 2.2480 03/09 09:53:49 - mmengine - INFO - Epoch(train) [93][1700/2503] lr: 3.4785e-01 eta: 19:58:18 time: 0.1450 data_time: 0.0031 loss: 2.1592 03/09 09:53:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:54:03 - mmengine - INFO - Epoch(train) [93][1800/2503] lr: 3.4778e-01 eta: 19:58:04 time: 0.1428 data_time: 0.0039 loss: 2.3087 03/09 09:54:17 - mmengine - INFO - Epoch(train) [93][1900/2503] lr: 3.4772e-01 eta: 19:57:49 time: 0.1660 data_time: 0.0032 loss: 2.2035 03/09 09:54:30 - mmengine - INFO - Epoch(train) [93][2000/2503] lr: 3.4765e-01 eta: 19:57:35 time: 0.1382 data_time: 0.0034 loss: 2.3401 03/09 09:54:44 - mmengine - INFO - Epoch(train) [93][2100/2503] lr: 3.4758e-01 eta: 19:57:20 time: 0.1523 data_time: 0.0028 loss: 2.2172 03/09 09:54:58 - mmengine - INFO - Epoch(train) [93][2200/2503] lr: 3.4752e-01 eta: 19:57:06 time: 0.1441 data_time: 0.0029 loss: 2.1197 03/09 09:55:11 - mmengine - INFO - Epoch(train) [93][2300/2503] lr: 3.4745e-01 eta: 19:56:51 time: 0.1468 data_time: 0.0032 loss: 2.3360 03/09 09:55:25 - mmengine - INFO - Epoch(train) [93][2400/2503] lr: 3.4738e-01 eta: 19:56:37 time: 0.1598 data_time: 0.0030 loss: 2.3685 03/09 09:55:39 - mmengine - INFO - Epoch(train) [93][2500/2503] lr: 3.4732e-01 eta: 19:56:22 time: 0.1272 data_time: 0.0043 loss: 2.2332 03/09 09:55:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:55:39 - mmengine - INFO - Saving checkpoint at 93 epochs 03/09 09:56:05 - mmengine - INFO - Epoch(val) [93][98/98] accuracy/top1: 55.1100 accuracy/top5: 79.2440 03/09 09:56:20 - mmengine - INFO - Epoch(train) [94][ 100/2503] lr: 3.4725e-01 eta: 19:56:10 time: 0.1578 data_time: 0.0040 loss: 2.2304 03/09 09:56:34 - mmengine - INFO - Epoch(train) [94][ 200/2503] lr: 3.4718e-01 eta: 19:55:55 time: 0.1669 data_time: 0.0032 loss: 2.2383 03/09 09:56:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:56:48 - mmengine - INFO - Epoch(train) [94][ 300/2503] lr: 3.4711e-01 eta: 19:55:41 time: 0.1091 data_time: 0.0034 loss: 2.2726 03/09 09:57:01 - mmengine - INFO - Epoch(train) [94][ 400/2503] lr: 3.4704e-01 eta: 19:55:27 time: 0.1375 data_time: 0.0033 loss: 2.1336 03/09 09:57:15 - mmengine - INFO - Epoch(train) [94][ 500/2503] lr: 3.4698e-01 eta: 19:55:12 time: 0.1033 data_time: 0.0031 loss: 2.2794 03/09 09:57:29 - mmengine - INFO - Epoch(train) [94][ 600/2503] lr: 3.4691e-01 eta: 19:54:59 time: 0.1204 data_time: 0.0029 loss: 2.2859 03/09 09:57:43 - mmengine - INFO - Epoch(train) [94][ 700/2503] lr: 3.4684e-01 eta: 19:54:44 time: 0.1052 data_time: 0.0040 loss: 2.2949 03/09 09:57:57 - mmengine - INFO - Epoch(train) [94][ 800/2503] lr: 3.4678e-01 eta: 19:54:30 time: 0.1405 data_time: 0.0030 loss: 2.3102 03/09 09:58:11 - mmengine - INFO - Epoch(train) [94][ 900/2503] lr: 3.4671e-01 eta: 19:54:16 time: 0.1300 data_time: 0.0030 loss: 2.0609 03/09 09:58:24 - mmengine - INFO - Epoch(train) [94][1000/2503] lr: 3.4664e-01 eta: 19:54:02 time: 0.1367 data_time: 0.0031 loss: 2.2974 03/09 09:58:38 - mmengine - INFO - Epoch(train) [94][1100/2503] lr: 3.4658e-01 eta: 19:53:48 time: 0.1367 data_time: 0.0034 loss: 2.2704 03/09 09:58:52 - mmengine - INFO - Epoch(train) [94][1200/2503] lr: 3.4651e-01 eta: 19:53:33 time: 0.1444 data_time: 0.0034 loss: 2.3082 03/09 09:58:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 09:59:06 - mmengine - INFO - Epoch(train) [94][1300/2503] lr: 3.4644e-01 eta: 19:53:19 time: 0.1393 data_time: 0.0057 loss: 2.1992 03/09 09:59:20 - mmengine - INFO - Epoch(train) [94][1400/2503] lr: 3.4637e-01 eta: 19:53:05 time: 0.1233 data_time: 0.0080 loss: 2.1616 03/09 09:59:34 - mmengine - INFO - Epoch(train) [94][1500/2503] lr: 3.4631e-01 eta: 19:52:51 time: 0.1378 data_time: 0.0032 loss: 2.1902 03/09 09:59:47 - mmengine - INFO - Epoch(train) [94][1600/2503] lr: 3.4624e-01 eta: 19:52:37 time: 0.1529 data_time: 0.0031 loss: 2.2067 03/09 10:00:01 - mmengine - INFO - Epoch(train) [94][1700/2503] lr: 3.4617e-01 eta: 19:52:22 time: 0.1091 data_time: 0.0102 loss: 2.1142 03/09 10:00:15 - mmengine - INFO - Epoch(train) [94][1800/2503] lr: 3.4611e-01 eta: 19:52:08 time: 0.1074 data_time: 0.0034 loss: 2.1546 03/09 10:00:29 - mmengine - INFO - Epoch(train) [94][1900/2503] lr: 3.4604e-01 eta: 19:51:54 time: 0.1126 data_time: 0.0034 loss: 2.2855 03/09 10:00:42 - mmengine - INFO - Epoch(train) [94][2000/2503] lr: 3.4597e-01 eta: 19:51:39 time: 0.1353 data_time: 0.0239 loss: 2.0426 03/09 10:00:57 - mmengine - INFO - Epoch(train) [94][2100/2503] lr: 3.4591e-01 eta: 19:51:26 time: 0.1407 data_time: 0.0032 loss: 2.2165 03/09 10:01:10 - mmengine - INFO - Epoch(train) [94][2200/2503] lr: 3.4584e-01 eta: 19:51:12 time: 0.1547 data_time: 0.0033 loss: 2.1549 03/09 10:01:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:01:24 - mmengine - INFO - Epoch(train) [94][2300/2503] lr: 3.4577e-01 eta: 19:50:58 time: 0.1457 data_time: 0.0028 loss: 2.1744 03/09 10:01:38 - mmengine - INFO - Epoch(train) [94][2400/2503] lr: 3.4570e-01 eta: 19:50:44 time: 0.1851 data_time: 0.0031 loss: 2.1708 03/09 10:01:51 - mmengine - INFO - Epoch(train) [94][2500/2503] lr: 3.4564e-01 eta: 19:50:28 time: 0.1222 data_time: 0.0059 loss: 2.0296 03/09 10:01:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:01:52 - mmengine - INFO - Saving checkpoint at 94 epochs 03/09 10:02:19 - mmengine - INFO - Epoch(val) [94][98/98] accuracy/top1: 53.5520 accuracy/top5: 78.3560 03/09 10:02:35 - mmengine - INFO - Epoch(train) [95][ 100/2503] lr: 3.4557e-01 eta: 19:50:17 time: 0.1716 data_time: 0.0040 loss: 2.1296 03/09 10:02:48 - mmengine - INFO - Epoch(train) [95][ 200/2503] lr: 3.4550e-01 eta: 19:50:02 time: 0.1397 data_time: 0.0382 loss: 2.1476 03/09 10:03:02 - mmengine - INFO - Epoch(train) [95][ 300/2503] lr: 3.4543e-01 eta: 19:49:48 time: 0.1365 data_time: 0.0030 loss: 2.2039 03/09 10:03:16 - mmengine - INFO - Epoch(train) [95][ 400/2503] lr: 3.4537e-01 eta: 19:49:34 time: 0.1304 data_time: 0.0404 loss: 2.2134 03/09 10:03:30 - mmengine - INFO - Epoch(train) [95][ 500/2503] lr: 3.4530e-01 eta: 19:49:20 time: 0.1909 data_time: 0.0030 loss: 2.1083 03/09 10:03:43 - mmengine - INFO - Epoch(train) [95][ 600/2503] lr: 3.4523e-01 eta: 19:49:05 time: 0.0947 data_time: 0.0032 loss: 2.2320 03/09 10:03:58 - mmengine - INFO - Epoch(train) [95][ 700/2503] lr: 3.4517e-01 eta: 19:48:51 time: 0.1666 data_time: 0.0153 loss: 2.1944 03/09 10:04:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:04:12 - mmengine - INFO - Epoch(train) [95][ 800/2503] lr: 3.4510e-01 eta: 19:48:38 time: 0.1109 data_time: 0.0032 loss: 2.2765 03/09 10:04:26 - mmengine - INFO - Epoch(train) [95][ 900/2503] lr: 3.4503e-01 eta: 19:48:24 time: 0.1408 data_time: 0.0030 loss: 2.2513 03/09 10:04:39 - mmengine - INFO - Epoch(train) [95][1000/2503] lr: 3.4496e-01 eta: 19:48:09 time: 0.0984 data_time: 0.0032 loss: 2.1105 03/09 10:04:53 - mmengine - INFO - Epoch(train) [95][1100/2503] lr: 3.4490e-01 eta: 19:47:55 time: 0.1641 data_time: 0.0036 loss: 2.3057 03/09 10:05:07 - mmengine - INFO - Epoch(train) [95][1200/2503] lr: 3.4483e-01 eta: 19:47:40 time: 0.1318 data_time: 0.0040 loss: 2.1640 03/09 10:05:21 - mmengine - INFO - Epoch(train) [95][1300/2503] lr: 3.4476e-01 eta: 19:47:28 time: 0.1050 data_time: 0.0031 loss: 2.1490 03/09 10:05:35 - mmengine - INFO - Epoch(train) [95][1400/2503] lr: 3.4470e-01 eta: 19:47:14 time: 0.1620 data_time: 0.0482 loss: 2.1562 03/09 10:05:49 - mmengine - INFO - Epoch(train) [95][1500/2503] lr: 3.4463e-01 eta: 19:47:00 time: 0.1742 data_time: 0.0036 loss: 2.1402 03/09 10:06:02 - mmengine - INFO - Epoch(train) [95][1600/2503] lr: 3.4456e-01 eta: 19:46:44 time: 0.0973 data_time: 0.0030 loss: 2.1578 03/09 10:06:16 - mmengine - INFO - Epoch(train) [95][1700/2503] lr: 3.4450e-01 eta: 19:46:30 time: 0.1419 data_time: 0.0032 loss: 2.0694 03/09 10:06:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:06:30 - mmengine - INFO - Epoch(train) [95][1800/2503] lr: 3.4443e-01 eta: 19:46:16 time: 0.1395 data_time: 0.0030 loss: 2.4107 03/09 10:06:43 - mmengine - INFO - Epoch(train) [95][1900/2503] lr: 3.4436e-01 eta: 19:46:01 time: 0.1131 data_time: 0.0040 loss: 2.0890 03/09 10:06:57 - mmengine - INFO - Epoch(train) [95][2000/2503] lr: 3.4429e-01 eta: 19:45:48 time: 0.1148 data_time: 0.0033 loss: 2.2839 03/09 10:07:11 - mmengine - INFO - Epoch(train) [95][2100/2503] lr: 3.4423e-01 eta: 19:45:33 time: 0.1676 data_time: 0.0033 loss: 2.0411 03/09 10:07:25 - mmengine - INFO - Epoch(train) [95][2200/2503] lr: 3.4416e-01 eta: 19:45:19 time: 0.1290 data_time: 0.0034 loss: 2.3723 03/09 10:07:39 - mmengine - INFO - Epoch(train) [95][2300/2503] lr: 3.4409e-01 eta: 19:45:05 time: 0.1235 data_time: 0.0036 loss: 2.4340 03/09 10:07:53 - mmengine - INFO - Epoch(train) [95][2400/2503] lr: 3.4403e-01 eta: 19:44:51 time: 0.1410 data_time: 0.0033 loss: 2.2643 03/09 10:08:06 - mmengine - INFO - Epoch(train) [95][2500/2503] lr: 3.4396e-01 eta: 19:44:36 time: 0.1242 data_time: 0.0045 loss: 2.3085 03/09 10:08:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:08:06 - mmengine - INFO - Saving checkpoint at 95 epochs 03/09 10:08:34 - mmengine - INFO - Epoch(val) [95][98/98] accuracy/top1: 54.1320 accuracy/top5: 78.6480 03/09 10:08:50 - mmengine - INFO - Epoch(train) [96][ 100/2503] lr: 3.4389e-01 eta: 19:44:24 time: 0.1213 data_time: 0.0037 loss: 2.1918 03/09 10:09:03 - mmengine - INFO - Epoch(train) [96][ 200/2503] lr: 3.4382e-01 eta: 19:44:09 time: 0.1341 data_time: 0.0033 loss: 2.2892 03/09 10:09:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:09:16 - mmengine - INFO - Epoch(train) [96][ 300/2503] lr: 3.4376e-01 eta: 19:43:54 time: 0.1210 data_time: 0.0033 loss: 2.2616 03/09 10:09:30 - mmengine - INFO - Epoch(train) [96][ 400/2503] lr: 3.4369e-01 eta: 19:43:40 time: 0.1308 data_time: 0.0032 loss: 2.0497 03/09 10:09:44 - mmengine - INFO - Epoch(train) [96][ 500/2503] lr: 3.4362e-01 eta: 19:43:26 time: 0.1162 data_time: 0.0031 loss: 2.1102 03/09 10:09:58 - mmengine - INFO - Epoch(train) [96][ 600/2503] lr: 3.4356e-01 eta: 19:43:12 time: 0.1411 data_time: 0.0033 loss: 2.1887 03/09 10:10:12 - mmengine - INFO - Epoch(train) [96][ 700/2503] lr: 3.4349e-01 eta: 19:42:57 time: 0.1547 data_time: 0.0030 loss: 2.1817 03/09 10:10:26 - mmengine - INFO - Epoch(train) [96][ 800/2503] lr: 3.4342e-01 eta: 19:42:44 time: 0.1467 data_time: 0.0031 loss: 2.1991 03/09 10:10:39 - mmengine - INFO - Epoch(train) [96][ 900/2503] lr: 3.4335e-01 eta: 19:42:29 time: 0.1060 data_time: 0.0090 loss: 2.0895 03/09 10:10:53 - mmengine - INFO - Epoch(train) [96][1000/2503] lr: 3.4329e-01 eta: 19:42:15 time: 0.1057 data_time: 0.0034 loss: 2.3067 03/09 10:11:07 - mmengine - INFO - Epoch(train) [96][1100/2503] lr: 3.4322e-01 eta: 19:42:01 time: 0.1509 data_time: 0.0031 loss: 2.2041 03/09 10:11:21 - mmengine - INFO - Epoch(train) [96][1200/2503] lr: 3.4315e-01 eta: 19:41:46 time: 0.1263 data_time: 0.0032 loss: 2.1217 03/09 10:11:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:11:35 - mmengine - INFO - Epoch(train) [96][1300/2503] lr: 3.4309e-01 eta: 19:41:32 time: 0.1405 data_time: 0.0034 loss: 2.3411 03/09 10:11:49 - mmengine - INFO - Epoch(train) [96][1400/2503] lr: 3.4302e-01 eta: 19:41:19 time: 0.1346 data_time: 0.0033 loss: 2.3296 03/09 10:12:02 - mmengine - INFO - Epoch(train) [96][1500/2503] lr: 3.4295e-01 eta: 19:41:04 time: 0.1393 data_time: 0.0031 loss: 2.2155 03/09 10:12:16 - mmengine - INFO - Epoch(train) [96][1600/2503] lr: 3.4288e-01 eta: 19:40:50 time: 0.1452 data_time: 0.0030 loss: 2.1974 03/09 10:12:30 - mmengine - INFO - Epoch(train) [96][1700/2503] lr: 3.4282e-01 eta: 19:40:36 time: 0.1536 data_time: 0.0032 loss: 2.2633 03/09 10:12:43 - mmengine - INFO - Epoch(train) [96][1800/2503] lr: 3.4275e-01 eta: 19:40:21 time: 0.1588 data_time: 0.0039 loss: 2.2544 03/09 10:12:58 - mmengine - INFO - Epoch(train) [96][1900/2503] lr: 3.4268e-01 eta: 19:40:08 time: 0.1668 data_time: 0.0032 loss: 2.2232 03/09 10:13:12 - mmengine - INFO - Epoch(train) [96][2000/2503] lr: 3.4262e-01 eta: 19:39:54 time: 0.1603 data_time: 0.0032 loss: 2.1601 03/09 10:13:26 - mmengine - INFO - Epoch(train) [96][2100/2503] lr: 3.4255e-01 eta: 19:39:41 time: 0.1270 data_time: 0.0035 loss: 2.3779 03/09 10:13:39 - mmengine - INFO - Epoch(train) [96][2200/2503] lr: 3.4248e-01 eta: 19:39:26 time: 0.1317 data_time: 0.0033 loss: 2.3869 03/09 10:13:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:13:53 - mmengine - INFO - Epoch(train) [96][2300/2503] lr: 3.4242e-01 eta: 19:39:12 time: 0.1322 data_time: 0.0032 loss: 2.2163 03/09 10:14:08 - mmengine - INFO - Epoch(train) [96][2400/2503] lr: 3.4235e-01 eta: 19:38:59 time: 0.1157 data_time: 0.0031 loss: 2.3814 03/09 10:14:21 - mmengine - INFO - Epoch(train) [96][2500/2503] lr: 3.4228e-01 eta: 19:38:44 time: 0.1330 data_time: 0.0046 loss: 2.2370 03/09 10:14:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:14:22 - mmengine - INFO - Saving checkpoint at 96 epochs 03/09 10:14:48 - mmengine - INFO - Epoch(val) [96][98/98] accuracy/top1: 54.8180 accuracy/top5: 79.2840 03/09 10:15:03 - mmengine - INFO - Epoch(train) [97][ 100/2503] lr: 3.4221e-01 eta: 19:38:31 time: 0.1407 data_time: 0.0031 loss: 1.9607 03/09 10:15:16 - mmengine - INFO - Epoch(train) [97][ 200/2503] lr: 3.4215e-01 eta: 19:38:16 time: 0.1272 data_time: 0.0032 loss: 2.1942 03/09 10:15:30 - mmengine - INFO - Epoch(train) [97][ 300/2503] lr: 3.4208e-01 eta: 19:38:02 time: 0.1357 data_time: 0.0031 loss: 2.2597 03/09 10:15:44 - mmengine - INFO - Epoch(train) [97][ 400/2503] lr: 3.4201e-01 eta: 19:37:48 time: 0.1661 data_time: 0.0034 loss: 2.1906 03/09 10:15:58 - mmengine - INFO - Epoch(train) [97][ 500/2503] lr: 3.4194e-01 eta: 19:37:35 time: 0.1565 data_time: 0.0032 loss: 2.1876 03/09 10:16:11 - mmengine - INFO - Epoch(train) [97][ 600/2503] lr: 3.4188e-01 eta: 19:37:20 time: 0.1398 data_time: 0.0031 loss: 2.1155 03/09 10:16:26 - mmengine - INFO - Epoch(train) [97][ 700/2503] lr: 3.4181e-01 eta: 19:37:06 time: 0.1471 data_time: 0.0035 loss: 2.1942 03/09 10:16:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:16:39 - mmengine - INFO - Epoch(train) [97][ 800/2503] lr: 3.4174e-01 eta: 19:36:51 time: 0.1358 data_time: 0.0029 loss: 2.2633 03/09 10:16:53 - mmengine - INFO - Epoch(train) [97][ 900/2503] lr: 3.4168e-01 eta: 19:36:37 time: 0.1318 data_time: 0.0031 loss: 2.2200 03/09 10:17:06 - mmengine - INFO - Epoch(train) [97][1000/2503] lr: 3.4161e-01 eta: 19:36:23 time: 0.1660 data_time: 0.0030 loss: 2.1457 03/09 10:17:20 - mmengine - INFO - Epoch(train) [97][1100/2503] lr: 3.4154e-01 eta: 19:36:08 time: 0.1213 data_time: 0.0040 loss: 2.3551 03/09 10:17:33 - mmengine - INFO - Epoch(train) [97][1200/2503] lr: 3.4148e-01 eta: 19:35:53 time: 0.1401 data_time: 0.0031 loss: 2.1945 03/09 10:17:48 - mmengine - INFO - Epoch(train) [97][1300/2503] lr: 3.4141e-01 eta: 19:35:40 time: 0.1504 data_time: 0.0031 loss: 2.1776 03/09 10:18:01 - mmengine - INFO - Epoch(train) [97][1400/2503] lr: 3.4134e-01 eta: 19:35:25 time: 0.1626 data_time: 0.0035 loss: 2.2843 03/09 10:18:15 - mmengine - INFO - Epoch(train) [97][1500/2503] lr: 3.4127e-01 eta: 19:35:11 time: 0.1576 data_time: 0.0030 loss: 2.0702 03/09 10:18:29 - mmengine - INFO - Epoch(train) [97][1600/2503] lr: 3.4121e-01 eta: 19:34:56 time: 0.1483 data_time: 0.0033 loss: 2.3070 03/09 10:18:42 - mmengine - INFO - Epoch(train) [97][1700/2503] lr: 3.4114e-01 eta: 19:34:42 time: 0.1457 data_time: 0.0033 loss: 2.2367 03/09 10:18:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:18:56 - mmengine - INFO - Epoch(train) [97][1800/2503] lr: 3.4107e-01 eta: 19:34:27 time: 0.1383 data_time: 0.0032 loss: 2.1795 03/09 10:19:09 - mmengine - INFO - Epoch(train) [97][1900/2503] lr: 3.4101e-01 eta: 19:34:12 time: 0.1220 data_time: 0.0035 loss: 2.1860 03/09 10:19:23 - mmengine - INFO - Epoch(train) [97][2000/2503] lr: 3.4094e-01 eta: 19:33:58 time: 0.1369 data_time: 0.0030 loss: 2.1955 03/09 10:19:37 - mmengine - INFO - Epoch(train) [97][2100/2503] lr: 3.4087e-01 eta: 19:33:43 time: 0.1232 data_time: 0.0031 loss: 2.2250 03/09 10:19:50 - mmengine - INFO - Epoch(train) [97][2200/2503] lr: 3.4080e-01 eta: 19:33:28 time: 0.1314 data_time: 0.0035 loss: 2.3580 03/09 10:20:04 - mmengine - INFO - Epoch(train) [97][2300/2503] lr: 3.4074e-01 eta: 19:33:14 time: 0.1488 data_time: 0.0055 loss: 2.2852 03/09 10:20:17 - mmengine - INFO - Epoch(train) [97][2400/2503] lr: 3.4067e-01 eta: 19:32:59 time: 0.1346 data_time: 0.0032 loss: 2.2570 03/09 10:20:31 - mmengine - INFO - Epoch(train) [97][2500/2503] lr: 3.4060e-01 eta: 19:32:44 time: 0.1087 data_time: 0.0055 loss: 2.2314 03/09 10:20:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:20:31 - mmengine - INFO - Saving checkpoint at 97 epochs 03/09 10:20:58 - mmengine - INFO - Epoch(val) [97][98/98] accuracy/top1: 54.4140 accuracy/top5: 78.9260 03/09 10:21:13 - mmengine - INFO - Epoch(train) [98][ 100/2503] lr: 3.4053e-01 eta: 19:32:32 time: 0.1496 data_time: 0.0035 loss: 2.0019 03/09 10:21:27 - mmengine - INFO - Epoch(train) [98][ 200/2503] lr: 3.4047e-01 eta: 19:32:17 time: 0.1207 data_time: 0.0033 loss: 2.2516 03/09 10:21:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:21:41 - mmengine - INFO - Epoch(train) [98][ 300/2503] lr: 3.4040e-01 eta: 19:32:03 time: 0.1449 data_time: 0.0035 loss: 2.2426 03/09 10:21:54 - mmengine - INFO - Epoch(train) [98][ 400/2503] lr: 3.4033e-01 eta: 19:31:48 time: 0.1191 data_time: 0.0035 loss: 2.1733 03/09 10:22:08 - mmengine - INFO - Epoch(train) [98][ 500/2503] lr: 3.4027e-01 eta: 19:31:34 time: 0.1668 data_time: 0.0029 loss: 2.1159 03/09 10:22:22 - mmengine - INFO - Epoch(train) [98][ 600/2503] lr: 3.4020e-01 eta: 19:31:19 time: 0.0990 data_time: 0.0033 loss: 2.2749 03/09 10:22:35 - mmengine - INFO - Epoch(train) [98][ 700/2503] lr: 3.4013e-01 eta: 19:31:05 time: 0.1430 data_time: 0.0033 loss: 2.1156 03/09 10:22:49 - mmengine - INFO - Epoch(train) [98][ 800/2503] lr: 3.4007e-01 eta: 19:30:49 time: 0.1406 data_time: 0.0033 loss: 2.2891 03/09 10:23:02 - mmengine - INFO - Epoch(train) [98][ 900/2503] lr: 3.4000e-01 eta: 19:30:35 time: 0.1244 data_time: 0.0031 loss: 2.2490 03/09 10:23:15 - mmengine - INFO - Epoch(train) [98][1000/2503] lr: 3.3993e-01 eta: 19:30:20 time: 0.1117 data_time: 0.0031 loss: 2.2688 03/09 10:23:29 - mmengine - INFO - Epoch(train) [98][1100/2503] lr: 3.3986e-01 eta: 19:30:05 time: 0.1480 data_time: 0.0029 loss: 2.1366 03/09 10:23:43 - mmengine - INFO - Epoch(train) [98][1200/2503] lr: 3.3980e-01 eta: 19:29:51 time: 0.1475 data_time: 0.0030 loss: 2.0802 03/09 10:23:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:23:56 - mmengine - INFO - Epoch(train) [98][1300/2503] lr: 3.3973e-01 eta: 19:29:36 time: 0.1285 data_time: 0.0032 loss: 2.1623 03/09 10:24:10 - mmengine - INFO - Epoch(train) [98][1400/2503] lr: 3.3966e-01 eta: 19:29:22 time: 0.1289 data_time: 0.0034 loss: 2.3603 03/09 10:24:24 - mmengine - INFO - Epoch(train) [98][1500/2503] lr: 3.3960e-01 eta: 19:29:07 time: 0.1552 data_time: 0.0031 loss: 2.2362 03/09 10:24:37 - mmengine - INFO - Epoch(train) [98][1600/2503] lr: 3.3953e-01 eta: 19:28:52 time: 0.1256 data_time: 0.0033 loss: 2.1283 03/09 10:24:51 - mmengine - INFO - Epoch(train) [98][1700/2503] lr: 3.3946e-01 eta: 19:28:38 time: 0.1104 data_time: 0.0099 loss: 2.1812 03/09 10:25:05 - mmengine - INFO - Epoch(train) [98][1800/2503] lr: 3.3940e-01 eta: 19:28:24 time: 0.1468 data_time: 0.0031 loss: 2.2784 03/09 10:25:18 - mmengine - INFO - Epoch(train) [98][1900/2503] lr: 3.3933e-01 eta: 19:28:09 time: 0.1218 data_time: 0.0032 loss: 2.1807 03/09 10:25:32 - mmengine - INFO - Epoch(train) [98][2000/2503] lr: 3.3926e-01 eta: 19:27:55 time: 0.1577 data_time: 0.0032 loss: 2.1518 03/09 10:25:46 - mmengine - INFO - Epoch(train) [98][2100/2503] lr: 3.3919e-01 eta: 19:27:41 time: 0.1436 data_time: 0.0035 loss: 2.3257 03/09 10:25:59 - mmengine - INFO - Epoch(train) [98][2200/2503] lr: 3.3913e-01 eta: 19:27:26 time: 0.1069 data_time: 0.0162 loss: 2.1978 03/09 10:26:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:26:13 - mmengine - INFO - Epoch(train) [98][2300/2503] lr: 3.3906e-01 eta: 19:27:13 time: 0.1549 data_time: 0.0036 loss: 2.2884 03/09 10:26:27 - mmengine - INFO - Epoch(train) [98][2400/2503] lr: 3.3899e-01 eta: 19:26:57 time: 0.1164 data_time: 0.0033 loss: 2.2554 03/09 10:26:40 - mmengine - INFO - Epoch(train) [98][2500/2503] lr: 3.3893e-01 eta: 19:26:42 time: 0.1139 data_time: 0.0040 loss: 2.1493 03/09 10:26:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:26:40 - mmengine - INFO - Saving checkpoint at 98 epochs 03/09 10:27:08 - mmengine - INFO - Epoch(val) [98][98/98] accuracy/top1: 54.2960 accuracy/top5: 78.5860 03/09 10:27:24 - mmengine - INFO - Epoch(train) [99][ 100/2503] lr: 3.3886e-01 eta: 19:26:31 time: 0.1509 data_time: 0.0034 loss: 2.0862 03/09 10:27:37 - mmengine - INFO - Epoch(train) [99][ 200/2503] lr: 3.3879e-01 eta: 19:26:16 time: 0.1211 data_time: 0.0031 loss: 2.1536 03/09 10:27:51 - mmengine - INFO - Epoch(train) [99][ 300/2503] lr: 3.3872e-01 eta: 19:26:02 time: 0.1364 data_time: 0.0032 loss: 2.2050 03/09 10:28:05 - mmengine - INFO - Epoch(train) [99][ 400/2503] lr: 3.3866e-01 eta: 19:25:47 time: 0.1401 data_time: 0.0032 loss: 2.1401 03/09 10:28:18 - mmengine - INFO - Epoch(train) [99][ 500/2503] lr: 3.3859e-01 eta: 19:25:32 time: 0.1437 data_time: 0.0032 loss: 2.2213 03/09 10:28:32 - mmengine - INFO - Epoch(train) [99][ 600/2503] lr: 3.3852e-01 eta: 19:25:18 time: 0.1374 data_time: 0.0031 loss: 2.2413 03/09 10:28:46 - mmengine - INFO - Epoch(train) [99][ 700/2503] lr: 3.3845e-01 eta: 19:25:04 time: 0.1032 data_time: 0.0031 loss: 2.1358 03/09 10:28:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:28:59 - mmengine - INFO - Epoch(train) [99][ 800/2503] lr: 3.3839e-01 eta: 19:24:49 time: 0.1419 data_time: 0.0031 loss: 2.2856 03/09 10:29:13 - mmengine - INFO - Epoch(train) [99][ 900/2503] lr: 3.3832e-01 eta: 19:24:35 time: 0.1261 data_time: 0.0031 loss: 2.2170 03/09 10:29:27 - mmengine - INFO - Epoch(train) [99][1000/2503] lr: 3.3825e-01 eta: 19:24:21 time: 0.1370 data_time: 0.0033 loss: 2.2044 03/09 10:29:41 - mmengine - INFO - Epoch(train) [99][1100/2503] lr: 3.3819e-01 eta: 19:24:07 time: 0.1483 data_time: 0.0037 loss: 2.3733 03/09 10:29:54 - mmengine - INFO - Epoch(train) [99][1200/2503] lr: 3.3812e-01 eta: 19:23:52 time: 0.1265 data_time: 0.0032 loss: 2.2769 03/09 10:30:08 - mmengine - INFO - Epoch(train) [99][1300/2503] lr: 3.3805e-01 eta: 19:23:39 time: 0.1366 data_time: 0.0032 loss: 2.3034 03/09 10:30:22 - mmengine - INFO - Epoch(train) [99][1400/2503] lr: 3.3799e-01 eta: 19:23:24 time: 0.1069 data_time: 0.0030 loss: 2.2745 03/09 10:30:36 - mmengine - INFO - Epoch(train) [99][1500/2503] lr: 3.3792e-01 eta: 19:23:11 time: 0.1732 data_time: 0.0611 loss: 2.2337 03/09 10:30:50 - mmengine - INFO - Epoch(train) [99][1600/2503] lr: 3.3785e-01 eta: 19:22:56 time: 0.1471 data_time: 0.0035 loss: 2.1775 03/09 10:31:03 - mmengine - INFO - Epoch(train) [99][1700/2503] lr: 3.3778e-01 eta: 19:22:41 time: 0.1192 data_time: 0.0033 loss: 2.3587 03/09 10:31:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:31:17 - mmengine - INFO - Epoch(train) [99][1800/2503] lr: 3.3772e-01 eta: 19:22:27 time: 0.1332 data_time: 0.0032 loss: 2.1395 03/09 10:31:31 - mmengine - INFO - Epoch(train) [99][1900/2503] lr: 3.3765e-01 eta: 19:22:13 time: 0.1401 data_time: 0.0033 loss: 2.2536 03/09 10:31:45 - mmengine - INFO - Epoch(train) [99][2000/2503] lr: 3.3758e-01 eta: 19:22:00 time: 0.1542 data_time: 0.0035 loss: 2.3134 03/09 10:31:59 - mmengine - INFO - Epoch(train) [99][2100/2503] lr: 3.3752e-01 eta: 19:21:45 time: 0.1268 data_time: 0.0072 loss: 2.1662 03/09 10:32:12 - mmengine - INFO - Epoch(train) [99][2200/2503] lr: 3.3745e-01 eta: 19:21:31 time: 0.1443 data_time: 0.0037 loss: 2.2329 03/09 10:32:27 - mmengine - INFO - Epoch(train) [99][2300/2503] lr: 3.3738e-01 eta: 19:21:17 time: 0.1459 data_time: 0.0069 loss: 2.2011 03/09 10:32:40 - mmengine - INFO - Epoch(train) [99][2400/2503] lr: 3.3732e-01 eta: 19:21:02 time: 0.1056 data_time: 0.0033 loss: 2.1714 03/09 10:32:54 - mmengine - INFO - Epoch(train) [99][2500/2503] lr: 3.3725e-01 eta: 19:20:48 time: 0.1114 data_time: 0.0047 loss: 2.1737 03/09 10:32:54 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:32:54 - mmengine - INFO - Saving checkpoint at 99 epochs 03/09 10:33:20 - mmengine - INFO - Epoch(val) [99][98/98] accuracy/top1: 54.3260 accuracy/top5: 79.0740 03/09 10:33:36 - mmengine - INFO - Epoch(train) [100][ 100/2503] lr: 3.3718e-01 eta: 19:20:37 time: 0.1529 data_time: 0.0035 loss: 2.1955 03/09 10:33:50 - mmengine - INFO - Epoch(train) [100][ 200/2503] lr: 3.3711e-01 eta: 19:20:23 time: 0.1319 data_time: 0.0040 loss: 2.1205 03/09 10:33:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:34:04 - mmengine - INFO - Epoch(train) [100][ 300/2503] lr: 3.3704e-01 eta: 19:20:09 time: 0.1695 data_time: 0.0038 loss: 2.2413 03/09 10:34:18 - mmengine - INFO - Epoch(train) [100][ 400/2503] lr: 3.3698e-01 eta: 19:19:55 time: 0.1258 data_time: 0.0037 loss: 2.2976 03/09 10:34:31 - mmengine - INFO - Epoch(train) [100][ 500/2503] lr: 3.3691e-01 eta: 19:19:40 time: 0.1360 data_time: 0.0034 loss: 2.0728 03/09 10:34:45 - mmengine - INFO - Epoch(train) [100][ 600/2503] lr: 3.3684e-01 eta: 19:19:25 time: 0.1290 data_time: 0.0032 loss: 2.2298 03/09 10:34:59 - mmengine - INFO - Epoch(train) [100][ 700/2503] lr: 3.3678e-01 eta: 19:19:11 time: 0.1040 data_time: 0.0038 loss: 2.2648 03/09 10:35:12 - mmengine - INFO - Epoch(train) [100][ 800/2503] lr: 3.3671e-01 eta: 19:18:57 time: 0.1376 data_time: 0.0030 loss: 2.3055 03/09 10:35:26 - mmengine - INFO - Epoch(train) [100][ 900/2503] lr: 3.3664e-01 eta: 19:18:43 time: 0.1429 data_time: 0.0030 loss: 2.3383 03/09 10:35:40 - mmengine - INFO - Epoch(train) [100][1000/2503] lr: 3.3658e-01 eta: 19:18:29 time: 0.1656 data_time: 0.0032 loss: 2.1849 03/09 10:35:54 - mmengine - INFO - Epoch(train) [100][1100/2503] lr: 3.3651e-01 eta: 19:18:15 time: 0.1269 data_time: 0.0040 loss: 2.1689 03/09 10:36:08 - mmengine - INFO - Epoch(train) [100][1200/2503] lr: 3.3644e-01 eta: 19:18:02 time: 0.1421 data_time: 0.0035 loss: 2.3959 03/09 10:36:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:36:21 - mmengine - INFO - Epoch(train) [100][1300/2503] lr: 3.3637e-01 eta: 19:17:46 time: 0.1038 data_time: 0.0035 loss: 2.1685 03/09 10:36:36 - mmengine - INFO - Epoch(train) [100][1400/2503] lr: 3.3631e-01 eta: 19:17:34 time: 0.2156 data_time: 0.0033 loss: 2.3183 03/09 10:36:49 - mmengine - INFO - Epoch(train) [100][1500/2503] lr: 3.3624e-01 eta: 19:17:19 time: 0.1065 data_time: 0.0035 loss: 2.1313 03/09 10:37:03 - mmengine - INFO - Epoch(train) [100][1600/2503] lr: 3.3617e-01 eta: 19:17:05 time: 0.1619 data_time: 0.0034 loss: 2.0428 03/09 10:37:17 - mmengine - INFO - Epoch(train) [100][1700/2503] lr: 3.3611e-01 eta: 19:16:51 time: 0.1228 data_time: 0.0284 loss: 2.2142 03/09 10:37:31 - mmengine - INFO - Epoch(train) [100][1800/2503] lr: 3.3604e-01 eta: 19:16:36 time: 0.1276 data_time: 0.0054 loss: 2.2927 03/09 10:37:45 - mmengine - INFO - Epoch(train) [100][1900/2503] lr: 3.3597e-01 eta: 19:16:22 time: 0.1421 data_time: 0.0374 loss: 2.4340 03/09 10:37:59 - mmengine - INFO - Epoch(train) [100][2000/2503] lr: 3.3591e-01 eta: 19:16:09 time: 0.1487 data_time: 0.0034 loss: 2.1651 03/09 10:38:12 - mmengine - INFO - Epoch(train) [100][2100/2503] lr: 3.3584e-01 eta: 19:15:54 time: 0.1671 data_time: 0.0063 loss: 2.1606 03/09 10:38:26 - mmengine - INFO - Epoch(train) [100][2200/2503] lr: 3.3577e-01 eta: 19:15:40 time: 0.1444 data_time: 0.0031 loss: 2.3898 03/09 10:38:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:38:39 - mmengine - INFO - Epoch(train) [100][2300/2503] lr: 3.3570e-01 eta: 19:15:25 time: 0.1146 data_time: 0.0033 loss: 2.2280 03/09 10:38:54 - mmengine - INFO - Epoch(train) [100][2400/2503] lr: 3.3564e-01 eta: 19:15:13 time: 0.1632 data_time: 0.0031 loss: 2.1738 03/09 10:39:07 - mmengine - INFO - Epoch(train) [100][2500/2503] lr: 3.3557e-01 eta: 19:14:57 time: 0.0959 data_time: 0.0048 loss: 2.1855 03/09 10:39:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:39:08 - mmengine - INFO - Saving checkpoint at 100 epochs 03/09 10:39:34 - mmengine - INFO - Epoch(val) [100][98/98] accuracy/top1: 55.8020 accuracy/top5: 79.7220 03/09 10:39:49 - mmengine - INFO - Epoch(train) [101][ 100/2503] lr: 3.3550e-01 eta: 19:14:45 time: 0.1366 data_time: 0.0033 loss: 2.1912 03/09 10:40:03 - mmengine - INFO - Epoch(train) [101][ 200/2503] lr: 3.3543e-01 eta: 19:14:32 time: 0.1559 data_time: 0.0037 loss: 2.1583 03/09 10:40:17 - mmengine - INFO - Epoch(train) [101][ 300/2503] lr: 3.3537e-01 eta: 19:14:18 time: 0.1335 data_time: 0.0043 loss: 2.1686 03/09 10:40:30 - mmengine - INFO - Epoch(train) [101][ 400/2503] lr: 3.3530e-01 eta: 19:14:03 time: 0.1410 data_time: 0.0034 loss: 2.2911 03/09 10:40:44 - mmengine - INFO - Epoch(train) [101][ 500/2503] lr: 3.3523e-01 eta: 19:13:48 time: 0.1377 data_time: 0.0300 loss: 2.0975 03/09 10:40:58 - mmengine - INFO - Epoch(train) [101][ 600/2503] lr: 3.3517e-01 eta: 19:13:35 time: 0.1398 data_time: 0.0034 loss: 2.2365 03/09 10:41:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:41:12 - mmengine - INFO - Epoch(train) [101][ 700/2503] lr: 3.3510e-01 eta: 19:13:21 time: 0.1462 data_time: 0.0040 loss: 2.1612 03/09 10:41:25 - mmengine - INFO - Epoch(train) [101][ 800/2503] lr: 3.3503e-01 eta: 19:13:06 time: 0.1287 data_time: 0.0030 loss: 2.1212 03/09 10:41:39 - mmengine - INFO - Epoch(train) [101][ 900/2503] lr: 3.3496e-01 eta: 19:12:51 time: 0.1460 data_time: 0.0035 loss: 2.1403 03/09 10:41:52 - mmengine - INFO - Epoch(train) [101][1000/2503] lr: 3.3490e-01 eta: 19:12:36 time: 0.1458 data_time: 0.0508 loss: 2.1655 03/09 10:42:06 - mmengine - INFO - Epoch(train) [101][1100/2503] lr: 3.3483e-01 eta: 19:12:22 time: 0.1406 data_time: 0.0038 loss: 2.3588 03/09 10:42:20 - mmengine - INFO - Epoch(train) [101][1200/2503] lr: 3.3476e-01 eta: 19:12:07 time: 0.1483 data_time: 0.0035 loss: 2.2483 03/09 10:42:33 - mmengine - INFO - Epoch(train) [101][1300/2503] lr: 3.3470e-01 eta: 19:11:53 time: 0.1355 data_time: 0.0031 loss: 2.2680 03/09 10:42:47 - mmengine - INFO - Epoch(train) [101][1400/2503] lr: 3.3463e-01 eta: 19:11:39 time: 0.1064 data_time: 0.0031 loss: 2.2253 03/09 10:43:01 - mmengine - INFO - Epoch(train) [101][1500/2503] lr: 3.3456e-01 eta: 19:11:25 time: 0.1248 data_time: 0.0032 loss: 2.4058 03/09 10:43:15 - mmengine - INFO - Epoch(train) [101][1600/2503] lr: 3.3450e-01 eta: 19:11:10 time: 0.1723 data_time: 0.0029 loss: 2.1911 03/09 10:43:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:43:28 - mmengine - INFO - Epoch(train) [101][1700/2503] lr: 3.3443e-01 eta: 19:10:56 time: 0.1076 data_time: 0.0158 loss: 2.2669 03/09 10:43:42 - mmengine - INFO - Epoch(train) [101][1800/2503] lr: 3.3436e-01 eta: 19:10:41 time: 0.1108 data_time: 0.0032 loss: 2.2543 03/09 10:43:55 - mmengine - INFO - Epoch(train) [101][1900/2503] lr: 3.3429e-01 eta: 19:10:27 time: 0.1024 data_time: 0.0033 loss: 2.1378 03/09 10:44:09 - mmengine - INFO - Epoch(train) [101][2000/2503] lr: 3.3423e-01 eta: 19:10:13 time: 0.1273 data_time: 0.0035 loss: 2.1691 03/09 10:44:23 - mmengine - INFO - Epoch(train) [101][2100/2503] lr: 3.3416e-01 eta: 19:09:58 time: 0.1301 data_time: 0.0031 loss: 2.1929 03/09 10:44:37 - mmengine - INFO - Epoch(train) [101][2200/2503] lr: 3.3409e-01 eta: 19:09:45 time: 0.1479 data_time: 0.0030 loss: 2.1756 03/09 10:44:50 - mmengine - INFO - Epoch(train) [101][2300/2503] lr: 3.3403e-01 eta: 19:09:29 time: 0.1338 data_time: 0.0036 loss: 2.2384 03/09 10:45:04 - mmengine - INFO - Epoch(train) [101][2400/2503] lr: 3.3396e-01 eta: 19:09:15 time: 0.1458 data_time: 0.0030 loss: 2.1817 03/09 10:45:17 - mmengine - INFO - Epoch(train) [101][2500/2503] lr: 3.3389e-01 eta: 19:09:00 time: 0.1235 data_time: 0.0045 loss: 2.1848 03/09 10:45:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:45:18 - mmengine - INFO - Saving checkpoint at 101 epochs 03/09 10:45:45 - mmengine - INFO - Epoch(val) [101][98/98] accuracy/top1: 55.0680 accuracy/top5: 79.4880 03/09 10:46:00 - mmengine - INFO - Epoch(train) [102][ 100/2503] lr: 3.3382e-01 eta: 19:08:47 time: 0.1382 data_time: 0.0036 loss: 2.1454 03/09 10:46:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:46:14 - mmengine - INFO - Epoch(train) [102][ 200/2503] lr: 3.3376e-01 eta: 19:08:34 time: 0.1313 data_time: 0.0042 loss: 2.0195 03/09 10:46:28 - mmengine - INFO - Epoch(train) [102][ 300/2503] lr: 3.3369e-01 eta: 19:08:19 time: 0.1395 data_time: 0.0034 loss: 2.2473 03/09 10:46:41 - mmengine - INFO - Epoch(train) [102][ 400/2503] lr: 3.3362e-01 eta: 19:08:05 time: 0.1349 data_time: 0.0035 loss: 2.2155 03/09 10:46:56 - mmengine - INFO - Epoch(train) [102][ 500/2503] lr: 3.3356e-01 eta: 19:07:51 time: 0.1319 data_time: 0.0031 loss: 2.2663 03/09 10:47:09 - mmengine - INFO - Epoch(train) [102][ 600/2503] lr: 3.3349e-01 eta: 19:07:37 time: 0.1518 data_time: 0.0031 loss: 2.2601 03/09 10:47:23 - mmengine - INFO - Epoch(train) [102][ 700/2503] lr: 3.3342e-01 eta: 19:07:22 time: 0.1344 data_time: 0.0417 loss: 2.1751 03/09 10:47:36 - mmengine - INFO - Epoch(train) [102][ 800/2503] lr: 3.3335e-01 eta: 19:07:08 time: 0.1526 data_time: 0.0031 loss: 2.2740 03/09 10:47:50 - mmengine - INFO - Epoch(train) [102][ 900/2503] lr: 3.3329e-01 eta: 19:06:53 time: 0.1216 data_time: 0.0031 loss: 2.1582 03/09 10:48:04 - mmengine - INFO - Epoch(train) [102][1000/2503] lr: 3.3322e-01 eta: 19:06:39 time: 0.1647 data_time: 0.0029 loss: 2.1568 03/09 10:48:17 - mmengine - INFO - Epoch(train) [102][1100/2503] lr: 3.3315e-01 eta: 19:06:24 time: 0.0988 data_time: 0.0033 loss: 2.2031 03/09 10:48:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:48:31 - mmengine - INFO - Epoch(train) [102][1200/2503] lr: 3.3309e-01 eta: 19:06:11 time: 0.1360 data_time: 0.0034 loss: 2.2273 03/09 10:48:45 - mmengine - INFO - Epoch(train) [102][1300/2503] lr: 3.3302e-01 eta: 19:05:56 time: 0.1305 data_time: 0.0032 loss: 2.3416 03/09 10:48:59 - mmengine - INFO - Epoch(train) [102][1400/2503] lr: 3.3295e-01 eta: 19:05:42 time: 0.1205 data_time: 0.0030 loss: 2.1673 03/09 10:49:12 - mmengine - INFO - Epoch(train) [102][1500/2503] lr: 3.3288e-01 eta: 19:05:28 time: 0.1391 data_time: 0.0034 loss: 2.2579 03/09 10:49:26 - mmengine - INFO - Epoch(train) [102][1600/2503] lr: 3.3282e-01 eta: 19:05:13 time: 0.1261 data_time: 0.0034 loss: 2.2765 03/09 10:49:40 - mmengine - INFO - Epoch(train) [102][1700/2503] lr: 3.3275e-01 eta: 19:04:59 time: 0.1188 data_time: 0.0033 loss: 2.1591 03/09 10:49:54 - mmengine - INFO - Epoch(train) [102][1800/2503] lr: 3.3268e-01 eta: 19:04:45 time: 0.1462 data_time: 0.0030 loss: 2.1716 03/09 10:50:07 - mmengine - INFO - Epoch(train) [102][1900/2503] lr: 3.3262e-01 eta: 19:04:30 time: 0.1007 data_time: 0.0032 loss: 2.4460 03/09 10:50:20 - mmengine - INFO - Epoch(train) [102][2000/2503] lr: 3.3255e-01 eta: 19:04:16 time: 0.0945 data_time: 0.0031 loss: 2.3355 03/09 10:50:34 - mmengine - INFO - Epoch(train) [102][2100/2503] lr: 3.3248e-01 eta: 19:04:01 time: 0.1326 data_time: 0.0036 loss: 2.2270 03/09 10:50:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:50:48 - mmengine - INFO - Epoch(train) [102][2200/2503] lr: 3.3242e-01 eta: 19:03:47 time: 0.1049 data_time: 0.0034 loss: 2.1393 03/09 10:51:01 - mmengine - INFO - Epoch(train) [102][2300/2503] lr: 3.3235e-01 eta: 19:03:32 time: 0.1517 data_time: 0.0037 loss: 2.2159 03/09 10:51:15 - mmengine - INFO - Epoch(train) [102][2400/2503] lr: 3.3228e-01 eta: 19:03:18 time: 0.1496 data_time: 0.0155 loss: 2.2698 03/09 10:51:29 - mmengine - INFO - Epoch(train) [102][2500/2503] lr: 3.3221e-01 eta: 19:03:04 time: 0.1164 data_time: 0.0048 loss: 2.2556 03/09 10:51:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:51:29 - mmengine - INFO - Saving checkpoint at 102 epochs 03/09 10:51:56 - mmengine - INFO - Epoch(val) [102][98/98] accuracy/top1: 55.2540 accuracy/top5: 79.4460 03/09 10:52:11 - mmengine - INFO - Epoch(train) [103][ 100/2503] lr: 3.3215e-01 eta: 19:02:52 time: 0.1508 data_time: 0.0036 loss: 2.1311 03/09 10:52:25 - mmengine - INFO - Epoch(train) [103][ 200/2503] lr: 3.3208e-01 eta: 19:02:37 time: 0.1288 data_time: 0.0035 loss: 2.1630 03/09 10:52:39 - mmengine - INFO - Epoch(train) [103][ 300/2503] lr: 3.3201e-01 eta: 19:02:24 time: 0.1639 data_time: 0.0039 loss: 2.4000 03/09 10:52:53 - mmengine - INFO - Epoch(train) [103][ 400/2503] lr: 3.3194e-01 eta: 19:02:09 time: 0.0952 data_time: 0.0035 loss: 2.1907 03/09 10:53:06 - mmengine - INFO - Epoch(train) [103][ 500/2503] lr: 3.3188e-01 eta: 19:01:55 time: 0.1417 data_time: 0.0036 loss: 2.1060 03/09 10:53:20 - mmengine - INFO - Epoch(train) [103][ 600/2503] lr: 3.3181e-01 eta: 19:01:40 time: 0.1477 data_time: 0.0033 loss: 2.0660 03/09 10:53:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:53:34 - mmengine - INFO - Epoch(train) [103][ 700/2503] lr: 3.3174e-01 eta: 19:01:26 time: 0.1673 data_time: 0.0288 loss: 2.1264 03/09 10:53:48 - mmengine - INFO - Epoch(train) [103][ 800/2503] lr: 3.3168e-01 eta: 19:01:13 time: 0.1687 data_time: 0.0030 loss: 2.1229 03/09 10:54:02 - mmengine - INFO - Epoch(train) [103][ 900/2503] lr: 3.3161e-01 eta: 19:00:58 time: 0.1691 data_time: 0.0033 loss: 2.1440 03/09 10:54:15 - mmengine - INFO - Epoch(train) [103][1000/2503] lr: 3.3154e-01 eta: 19:00:43 time: 0.1600 data_time: 0.0034 loss: 2.2957 03/09 10:54:28 - mmengine - INFO - Epoch(train) [103][1100/2503] lr: 3.3148e-01 eta: 19:00:28 time: 0.1391 data_time: 0.0139 loss: 2.1808 03/09 10:54:42 - mmengine - INFO - Epoch(train) [103][1200/2503] lr: 3.3141e-01 eta: 19:00:15 time: 0.1563 data_time: 0.0037 loss: 2.2149 03/09 10:54:56 - mmengine - INFO - Epoch(train) [103][1300/2503] lr: 3.3134e-01 eta: 19:00:00 time: 0.1393 data_time: 0.0029 loss: 2.0536 03/09 10:55:09 - mmengine - INFO - Epoch(train) [103][1400/2503] lr: 3.3127e-01 eta: 18:59:45 time: 0.0990 data_time: 0.0034 loss: 2.2765 03/09 10:55:23 - mmengine - INFO - Epoch(train) [103][1500/2503] lr: 3.3121e-01 eta: 18:59:31 time: 0.0997 data_time: 0.0032 loss: 2.2856 03/09 10:55:37 - mmengine - INFO - Epoch(train) [103][1600/2503] lr: 3.3114e-01 eta: 18:59:17 time: 0.1345 data_time: 0.0034 loss: 2.3005 03/09 10:55:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:55:51 - mmengine - INFO - Epoch(train) [103][1700/2503] lr: 3.3107e-01 eta: 18:59:03 time: 0.1555 data_time: 0.0034 loss: 2.2969 03/09 10:56:05 - mmengine - INFO - Epoch(train) [103][1800/2503] lr: 3.3101e-01 eta: 18:58:48 time: 0.1317 data_time: 0.0030 loss: 2.1439 03/09 10:56:18 - mmengine - INFO - Epoch(train) [103][1900/2503] lr: 3.3094e-01 eta: 18:58:34 time: 0.1522 data_time: 0.0032 loss: 2.3438 03/09 10:56:32 - mmengine - INFO - Epoch(train) [103][2000/2503] lr: 3.3087e-01 eta: 18:58:20 time: 0.1079 data_time: 0.0032 loss: 2.2794 03/09 10:56:46 - mmengine - INFO - Epoch(train) [103][2100/2503] lr: 3.3080e-01 eta: 18:58:05 time: 0.1241 data_time: 0.0034 loss: 2.2476 03/09 10:56:59 - mmengine - INFO - Epoch(train) [103][2200/2503] lr: 3.3074e-01 eta: 18:57:51 time: 0.1168 data_time: 0.0121 loss: 2.3046 03/09 10:57:13 - mmengine - INFO - Epoch(train) [103][2300/2503] lr: 3.3067e-01 eta: 18:57:37 time: 0.1394 data_time: 0.0036 loss: 2.1075 03/09 10:57:26 - mmengine - INFO - Epoch(train) [103][2400/2503] lr: 3.3060e-01 eta: 18:57:22 time: 0.1143 data_time: 0.0031 loss: 2.1906 03/09 10:57:40 - mmengine - INFO - Epoch(train) [103][2500/2503] lr: 3.3054e-01 eta: 18:57:08 time: 0.1157 data_time: 0.0168 loss: 2.3744 03/09 10:57:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:57:41 - mmengine - INFO - Saving checkpoint at 103 epochs 03/09 10:58:08 - mmengine - INFO - Epoch(val) [103][98/98] accuracy/top1: 53.8460 accuracy/top5: 78.0320 03/09 10:58:24 - mmengine - INFO - Epoch(train) [104][ 100/2503] lr: 3.3047e-01 eta: 18:56:57 time: 0.1705 data_time: 0.0039 loss: 2.1511 03/09 10:58:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 10:58:37 - mmengine - INFO - Epoch(train) [104][ 200/2503] lr: 3.3040e-01 eta: 18:56:42 time: 0.1469 data_time: 0.0437 loss: 2.0521 03/09 10:58:51 - mmengine - INFO - Epoch(train) [104][ 300/2503] lr: 3.3033e-01 eta: 18:56:28 time: 0.1324 data_time: 0.0039 loss: 2.0834 03/09 10:59:05 - mmengine - INFO - Epoch(train) [104][ 400/2503] lr: 3.3027e-01 eta: 18:56:13 time: 0.1330 data_time: 0.0036 loss: 2.2582 03/09 10:59:18 - mmengine - INFO - Epoch(train) [104][ 500/2503] lr: 3.3020e-01 eta: 18:55:59 time: 0.1231 data_time: 0.0035 loss: 2.4002 03/09 10:59:32 - mmengine - INFO - Epoch(train) [104][ 600/2503] lr: 3.3013e-01 eta: 18:55:45 time: 0.1297 data_time: 0.0036 loss: 2.1750 03/09 10:59:46 - mmengine - INFO - Epoch(train) [104][ 700/2503] lr: 3.3007e-01 eta: 18:55:31 time: 0.1426 data_time: 0.0033 loss: 2.1213 03/09 11:00:00 - mmengine - INFO - Epoch(train) [104][ 800/2503] lr: 3.3000e-01 eta: 18:55:17 time: 0.1499 data_time: 0.0034 loss: 2.1495 03/09 11:00:14 - mmengine - INFO - Epoch(train) [104][ 900/2503] lr: 3.2993e-01 eta: 18:55:03 time: 0.1015 data_time: 0.0036 loss: 2.2869 03/09 11:00:28 - mmengine - INFO - Epoch(train) [104][1000/2503] lr: 3.2986e-01 eta: 18:54:49 time: 0.1413 data_time: 0.0032 loss: 2.1423 03/09 11:00:42 - mmengine - INFO - Epoch(train) [104][1100/2503] lr: 3.2980e-01 eta: 18:54:35 time: 0.1424 data_time: 0.0143 loss: 2.2892 03/09 11:00:54 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:00:55 - mmengine - INFO - Epoch(train) [104][1200/2503] lr: 3.2973e-01 eta: 18:54:21 time: 0.1251 data_time: 0.0075 loss: 2.1458 03/09 11:01:09 - mmengine - INFO - Epoch(train) [104][1300/2503] lr: 3.2966e-01 eta: 18:54:06 time: 0.1389 data_time: 0.0039 loss: 2.1211 03/09 11:01:23 - mmengine - INFO - Epoch(train) [104][1400/2503] lr: 3.2960e-01 eta: 18:53:52 time: 0.1508 data_time: 0.0035 loss: 2.3951 03/09 11:01:37 - mmengine - INFO - Epoch(train) [104][1500/2503] lr: 3.2953e-01 eta: 18:53:39 time: 0.0966 data_time: 0.0034 loss: 2.1990 03/09 11:01:51 - mmengine - INFO - Epoch(train) [104][1600/2503] lr: 3.2946e-01 eta: 18:53:25 time: 0.1740 data_time: 0.0032 loss: 2.1353 03/09 11:02:04 - mmengine - INFO - Epoch(train) [104][1700/2503] lr: 3.2940e-01 eta: 18:53:10 time: 0.1111 data_time: 0.0036 loss: 2.1395 03/09 11:02:18 - mmengine - INFO - Epoch(train) [104][1800/2503] lr: 3.2933e-01 eta: 18:52:55 time: 0.1220 data_time: 0.0031 loss: 2.3136 03/09 11:02:31 - mmengine - INFO - Epoch(train) [104][1900/2503] lr: 3.2926e-01 eta: 18:52:41 time: 0.1294 data_time: 0.0033 loss: 2.2402 03/09 11:02:46 - mmengine - INFO - Epoch(train) [104][2000/2503] lr: 3.2919e-01 eta: 18:52:28 time: 0.1951 data_time: 0.0033 loss: 2.1672 03/09 11:02:59 - mmengine - INFO - Epoch(train) [104][2100/2503] lr: 3.2913e-01 eta: 18:52:13 time: 0.1057 data_time: 0.0040 loss: 2.2416 03/09 11:03:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:03:13 - mmengine - INFO - Epoch(train) [104][2200/2503] lr: 3.2906e-01 eta: 18:51:58 time: 0.1345 data_time: 0.0039 loss: 2.2958 03/09 11:03:26 - mmengine - INFO - Epoch(train) [104][2300/2503] lr: 3.2899e-01 eta: 18:51:44 time: 0.1414 data_time: 0.0033 loss: 2.0849 03/09 11:03:40 - mmengine - INFO - Epoch(train) [104][2400/2503] lr: 3.2893e-01 eta: 18:51:29 time: 0.1290 data_time: 0.0036 loss: 2.3044 03/09 11:03:53 - mmengine - INFO - Epoch(train) [104][2500/2503] lr: 3.2886e-01 eta: 18:51:14 time: 0.1290 data_time: 0.0036 loss: 2.0877 03/09 11:03:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:03:54 - mmengine - INFO - Saving checkpoint at 104 epochs 03/09 11:04:21 - mmengine - INFO - Epoch(val) [104][98/98] accuracy/top1: 55.5620 accuracy/top5: 79.6460 03/09 11:04:36 - mmengine - INFO - Epoch(train) [105][ 100/2503] lr: 3.2879e-01 eta: 18:51:02 time: 0.1146 data_time: 0.0074 loss: 2.1277 03/09 11:04:50 - mmengine - INFO - Epoch(train) [105][ 200/2503] lr: 3.2872e-01 eta: 18:50:48 time: 0.1584 data_time: 0.0036 loss: 2.1419 03/09 11:05:05 - mmengine - INFO - Epoch(train) [105][ 300/2503] lr: 3.2866e-01 eta: 18:50:35 time: 0.2079 data_time: 0.0034 loss: 2.2216 03/09 11:05:18 - mmengine - INFO - Epoch(train) [105][ 400/2503] lr: 3.2859e-01 eta: 18:50:21 time: 0.1392 data_time: 0.0039 loss: 2.2275 03/09 11:05:32 - mmengine - INFO - Epoch(train) [105][ 500/2503] lr: 3.2852e-01 eta: 18:50:06 time: 0.1306 data_time: 0.0041 loss: 2.1454 03/09 11:05:45 - mmengine - INFO - Epoch(train) [105][ 600/2503] lr: 3.2845e-01 eta: 18:49:52 time: 0.1279 data_time: 0.0306 loss: 2.2379 03/09 11:05:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:05:59 - mmengine - INFO - Epoch(train) [105][ 700/2503] lr: 3.2839e-01 eta: 18:49:37 time: 0.1102 data_time: 0.0036 loss: 2.1428 03/09 11:06:13 - mmengine - INFO - Epoch(train) [105][ 800/2503] lr: 3.2832e-01 eta: 18:49:23 time: 0.1495 data_time: 0.0035 loss: 2.1542 03/09 11:06:27 - mmengine - INFO - Epoch(train) [105][ 900/2503] lr: 3.2825e-01 eta: 18:49:09 time: 0.1002 data_time: 0.0034 loss: 2.1202 03/09 11:06:41 - mmengine - INFO - Epoch(train) [105][1000/2503] lr: 3.2819e-01 eta: 18:48:56 time: 0.1502 data_time: 0.0034 loss: 2.2558 03/09 11:06:55 - mmengine - INFO - Epoch(train) [105][1100/2503] lr: 3.2812e-01 eta: 18:48:42 time: 0.1442 data_time: 0.0035 loss: 2.2260 03/09 11:07:09 - mmengine - INFO - Epoch(train) [105][1200/2503] lr: 3.2805e-01 eta: 18:48:28 time: 0.1293 data_time: 0.0033 loss: 2.2004 03/09 11:07:23 - mmengine - INFO - Epoch(train) [105][1300/2503] lr: 3.2799e-01 eta: 18:48:14 time: 0.1512 data_time: 0.0032 loss: 2.2575 03/09 11:07:36 - mmengine - INFO - Epoch(train) [105][1400/2503] lr: 3.2792e-01 eta: 18:47:59 time: 0.0983 data_time: 0.0036 loss: 2.2587 03/09 11:07:50 - mmengine - INFO - Epoch(train) [105][1500/2503] lr: 3.2785e-01 eta: 18:47:45 time: 0.1331 data_time: 0.0033 loss: 2.0671 03/09 11:08:03 - mmengine - INFO - Epoch(train) [105][1600/2503] lr: 3.2778e-01 eta: 18:47:30 time: 0.1736 data_time: 0.0039 loss: 2.1444 03/09 11:08:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:08:17 - mmengine - INFO - Epoch(train) [105][1700/2503] lr: 3.2772e-01 eta: 18:47:16 time: 0.1297 data_time: 0.0033 loss: 2.1436 03/09 11:08:31 - mmengine - INFO - Epoch(train) [105][1800/2503] lr: 3.2765e-01 eta: 18:47:02 time: 0.1688 data_time: 0.0030 loss: 2.2500 03/09 11:08:45 - mmengine - INFO - Epoch(train) [105][1900/2503] lr: 3.2758e-01 eta: 18:46:48 time: 0.1537 data_time: 0.0036 loss: 2.1292 03/09 11:08:58 - mmengine - INFO - Epoch(train) [105][2000/2503] lr: 3.2752e-01 eta: 18:46:33 time: 0.1195 data_time: 0.0034 loss: 2.2638 03/09 11:09:12 - mmengine - INFO - Epoch(train) [105][2100/2503] lr: 3.2745e-01 eta: 18:46:19 time: 0.1324 data_time: 0.0032 loss: 2.1628 03/09 11:09:26 - mmengine - INFO - Epoch(train) [105][2200/2503] lr: 3.2738e-01 eta: 18:46:04 time: 0.1437 data_time: 0.0034 loss: 2.0767 03/09 11:09:39 - mmengine - INFO - Epoch(train) [105][2300/2503] lr: 3.2732e-01 eta: 18:45:49 time: 0.1435 data_time: 0.0035 loss: 2.3304 03/09 11:09:53 - mmengine - INFO - Epoch(train) [105][2400/2503] lr: 3.2725e-01 eta: 18:45:35 time: 0.1667 data_time: 0.0223 loss: 2.1349 03/09 11:10:06 - mmengine - INFO - Epoch(train) [105][2500/2503] lr: 3.2718e-01 eta: 18:45:20 time: 0.1494 data_time: 0.0037 loss: 2.2057 03/09 11:10:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:10:07 - mmengine - INFO - Saving checkpoint at 105 epochs 03/09 11:10:33 - mmengine - INFO - Epoch(val) [105][98/98] accuracy/top1: 55.3120 accuracy/top5: 79.3060 03/09 11:10:49 - mmengine - INFO - Epoch(train) [106][ 100/2503] lr: 3.2711e-01 eta: 18:45:09 time: 0.1566 data_time: 0.0035 loss: 2.1053 03/09 11:11:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:11:02 - mmengine - INFO - Epoch(train) [106][ 200/2503] lr: 3.2704e-01 eta: 18:44:54 time: 0.1066 data_time: 0.0035 loss: 2.2950 03/09 11:11:16 - mmengine - INFO - Epoch(train) [106][ 300/2503] lr: 3.2698e-01 eta: 18:44:41 time: 0.1522 data_time: 0.0031 loss: 2.2708 03/09 11:11:30 - mmengine - INFO - Epoch(train) [106][ 400/2503] lr: 3.2691e-01 eta: 18:44:26 time: 0.1325 data_time: 0.0036 loss: 2.0935 03/09 11:11:44 - mmengine - INFO - Epoch(train) [106][ 500/2503] lr: 3.2684e-01 eta: 18:44:12 time: 0.1032 data_time: 0.0030 loss: 2.1582 03/09 11:11:58 - mmengine - INFO - Epoch(train) [106][ 600/2503] lr: 3.2678e-01 eta: 18:43:59 time: 0.1208 data_time: 0.0037 loss: 2.2414 03/09 11:12:11 - mmengine - INFO - Epoch(train) [106][ 700/2503] lr: 3.2671e-01 eta: 18:43:44 time: 0.1249 data_time: 0.0037 loss: 2.3459 03/09 11:12:25 - mmengine - INFO - Epoch(train) [106][ 800/2503] lr: 3.2664e-01 eta: 18:43:30 time: 0.1395 data_time: 0.0032 loss: 2.0658 03/09 11:12:39 - mmengine - INFO - Epoch(train) [106][ 900/2503] lr: 3.2658e-01 eta: 18:43:15 time: 0.1440 data_time: 0.0042 loss: 2.2108 03/09 11:12:52 - mmengine - INFO - Epoch(train) [106][1000/2503] lr: 3.2651e-01 eta: 18:43:01 time: 0.1328 data_time: 0.0038 loss: 2.0028 03/09 11:13:06 - mmengine - INFO - Epoch(train) [106][1100/2503] lr: 3.2644e-01 eta: 18:42:47 time: 0.1555 data_time: 0.0055 loss: 2.2561 03/09 11:13:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:13:19 - mmengine - INFO - Epoch(train) [106][1200/2503] lr: 3.2637e-01 eta: 18:42:32 time: 0.1207 data_time: 0.0038 loss: 2.1999 03/09 11:13:33 - mmengine - INFO - Epoch(train) [106][1300/2503] lr: 3.2631e-01 eta: 18:42:17 time: 0.1020 data_time: 0.0036 loss: 2.1731 03/09 11:13:47 - mmengine - INFO - Epoch(train) [106][1400/2503] lr: 3.2624e-01 eta: 18:42:03 time: 0.1327 data_time: 0.0030 loss: 2.2630 03/09 11:14:00 - mmengine - INFO - Epoch(train) [106][1500/2503] lr: 3.2617e-01 eta: 18:41:48 time: 0.1489 data_time: 0.0042 loss: 2.0804 03/09 11:14:14 - mmengine - INFO - Epoch(train) [106][1600/2503] lr: 3.2611e-01 eta: 18:41:34 time: 0.1124 data_time: 0.0107 loss: 2.1009 03/09 11:14:28 - mmengine - INFO - Epoch(train) [106][1700/2503] lr: 3.2604e-01 eta: 18:41:20 time: 0.0986 data_time: 0.0034 loss: 2.3335 03/09 11:14:41 - mmengine - INFO - Epoch(train) [106][1800/2503] lr: 3.2597e-01 eta: 18:41:06 time: 0.1182 data_time: 0.0032 loss: 2.2277 03/09 11:14:55 - mmengine - INFO - Epoch(train) [106][1900/2503] lr: 3.2591e-01 eta: 18:40:51 time: 0.1540 data_time: 0.0032 loss: 2.3028 03/09 11:15:08 - mmengine - INFO - Epoch(train) [106][2000/2503] lr: 3.2584e-01 eta: 18:40:36 time: 0.1111 data_time: 0.0035 loss: 2.3829 03/09 11:15:22 - mmengine - INFO - Epoch(train) [106][2100/2503] lr: 3.2577e-01 eta: 18:40:22 time: 0.1359 data_time: 0.0034 loss: 2.2564 03/09 11:15:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:15:35 - mmengine - INFO - Epoch(train) [106][2200/2503] lr: 3.2570e-01 eta: 18:40:07 time: 0.1317 data_time: 0.0034 loss: 2.2639 03/09 11:15:49 - mmengine - INFO - Epoch(train) [106][2300/2503] lr: 3.2564e-01 eta: 18:39:52 time: 0.1379 data_time: 0.0036 loss: 2.1335 03/09 11:16:03 - mmengine - INFO - Epoch(train) [106][2400/2503] lr: 3.2557e-01 eta: 18:39:38 time: 0.1353 data_time: 0.0032 loss: 2.2049 03/09 11:16:16 - mmengine - INFO - Epoch(train) [106][2500/2503] lr: 3.2550e-01 eta: 18:39:23 time: 0.1018 data_time: 0.0047 loss: 2.2871 03/09 11:16:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:16:17 - mmengine - INFO - Saving checkpoint at 106 epochs 03/09 11:16:43 - mmengine - INFO - Epoch(val) [106][98/98] accuracy/top1: 54.7300 accuracy/top5: 79.0340 03/09 11:16:58 - mmengine - INFO - Epoch(train) [107][ 100/2503] lr: 3.2543e-01 eta: 18:39:11 time: 0.1335 data_time: 0.0032 loss: 2.2752 03/09 11:17:12 - mmengine - INFO - Epoch(train) [107][ 200/2503] lr: 3.2537e-01 eta: 18:38:57 time: 0.1328 data_time: 0.0030 loss: 2.3041 03/09 11:17:26 - mmengine - INFO - Epoch(train) [107][ 300/2503] lr: 3.2530e-01 eta: 18:38:43 time: 0.1593 data_time: 0.0031 loss: 2.1209 03/09 11:17:40 - mmengine - INFO - Epoch(train) [107][ 400/2503] lr: 3.2523e-01 eta: 18:38:29 time: 0.1054 data_time: 0.0037 loss: 2.1712 03/09 11:17:53 - mmengine - INFO - Epoch(train) [107][ 500/2503] lr: 3.2517e-01 eta: 18:38:14 time: 0.1023 data_time: 0.0031 loss: 2.3231 03/09 11:18:07 - mmengine - INFO - Epoch(train) [107][ 600/2503] lr: 3.2510e-01 eta: 18:38:00 time: 0.1120 data_time: 0.0037 loss: 2.1564 03/09 11:18:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:18:21 - mmengine - INFO - Epoch(train) [107][ 700/2503] lr: 3.2503e-01 eta: 18:37:46 time: 0.0947 data_time: 0.0032 loss: 2.1660 03/09 11:18:35 - mmengine - INFO - Epoch(train) [107][ 800/2503] lr: 3.2496e-01 eta: 18:37:32 time: 0.1445 data_time: 0.0037 loss: 2.1849 03/09 11:18:48 - mmengine - INFO - Epoch(train) [107][ 900/2503] lr: 3.2490e-01 eta: 18:37:18 time: 0.1429 data_time: 0.0233 loss: 2.1667 03/09 11:19:02 - mmengine - INFO - Epoch(train) [107][1000/2503] lr: 3.2483e-01 eta: 18:37:03 time: 0.1739 data_time: 0.0033 loss: 2.0397 03/09 11:19:15 - mmengine - INFO - Epoch(train) [107][1100/2503] lr: 3.2476e-01 eta: 18:36:49 time: 0.0962 data_time: 0.0036 loss: 2.2428 03/09 11:19:29 - mmengine - INFO - Epoch(train) [107][1200/2503] lr: 3.2470e-01 eta: 18:36:35 time: 0.1021 data_time: 0.0030 loss: 2.2006 03/09 11:19:43 - mmengine - INFO - Epoch(train) [107][1300/2503] lr: 3.2463e-01 eta: 18:36:20 time: 0.1124 data_time: 0.0038 loss: 2.1526 03/09 11:19:56 - mmengine - INFO - Epoch(train) [107][1400/2503] lr: 3.2456e-01 eta: 18:36:06 time: 0.1212 data_time: 0.0032 loss: 2.1729 03/09 11:20:11 - mmengine - INFO - Epoch(train) [107][1500/2503] lr: 3.2450e-01 eta: 18:35:53 time: 0.1159 data_time: 0.0032 loss: 2.2835 03/09 11:20:24 - mmengine - INFO - Epoch(train) [107][1600/2503] lr: 3.2443e-01 eta: 18:35:38 time: 0.1201 data_time: 0.0032 loss: 2.0514 03/09 11:20:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:20:38 - mmengine - INFO - Epoch(train) [107][1700/2503] lr: 3.2436e-01 eta: 18:35:24 time: 0.1046 data_time: 0.0037 loss: 2.1844 03/09 11:20:52 - mmengine - INFO - Epoch(train) [107][1800/2503] lr: 3.2429e-01 eta: 18:35:11 time: 0.1641 data_time: 0.0163 loss: 2.1650 03/09 11:21:06 - mmengine - INFO - Epoch(train) [107][1900/2503] lr: 3.2423e-01 eta: 18:34:56 time: 0.1218 data_time: 0.0035 loss: 2.1182 03/09 11:21:19 - mmengine - INFO - Epoch(train) [107][2000/2503] lr: 3.2416e-01 eta: 18:34:42 time: 0.1234 data_time: 0.0033 loss: 2.2886 03/09 11:21:33 - mmengine - INFO - Epoch(train) [107][2100/2503] lr: 3.2409e-01 eta: 18:34:27 time: 0.1453 data_time: 0.0036 loss: 2.3719 03/09 11:21:47 - mmengine - INFO - Epoch(train) [107][2200/2503] lr: 3.2403e-01 eta: 18:34:13 time: 0.1268 data_time: 0.0033 loss: 2.2926 03/09 11:22:01 - mmengine - INFO - Epoch(train) [107][2300/2503] lr: 3.2396e-01 eta: 18:33:59 time: 0.1542 data_time: 0.0035 loss: 2.2730 03/09 11:22:14 - mmengine - INFO - Epoch(train) [107][2400/2503] lr: 3.2389e-01 eta: 18:33:45 time: 0.1181 data_time: 0.0036 loss: 2.1331 03/09 11:22:28 - mmengine - INFO - Epoch(train) [107][2500/2503] lr: 3.2383e-01 eta: 18:33:30 time: 0.1234 data_time: 0.0048 loss: 2.3434 03/09 11:22:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:22:29 - mmengine - INFO - Saving checkpoint at 107 epochs 03/09 11:22:55 - mmengine - INFO - Epoch(val) [107][98/98] accuracy/top1: 53.3780 accuracy/top5: 78.1720 03/09 11:23:11 - mmengine - INFO - Epoch(train) [108][ 100/2503] lr: 3.2376e-01 eta: 18:33:19 time: 0.1684 data_time: 0.0036 loss: 2.0964 03/09 11:23:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:23:24 - mmengine - INFO - Epoch(train) [108][ 200/2503] lr: 3.2369e-01 eta: 18:33:04 time: 0.1347 data_time: 0.0036 loss: 2.0293 03/09 11:23:38 - mmengine - INFO - Epoch(train) [108][ 300/2503] lr: 3.2362e-01 eta: 18:32:50 time: 0.1280 data_time: 0.0038 loss: 2.2236 03/09 11:23:52 - mmengine - INFO - Epoch(train) [108][ 400/2503] lr: 3.2356e-01 eta: 18:32:36 time: 0.1170 data_time: 0.0034 loss: 2.2494 03/09 11:24:06 - mmengine - INFO - Epoch(train) [108][ 500/2503] lr: 3.2349e-01 eta: 18:32:22 time: 0.1501 data_time: 0.0032 loss: 2.2174 03/09 11:24:20 - mmengine - INFO - Epoch(train) [108][ 600/2503] lr: 3.2342e-01 eta: 18:32:08 time: 0.1718 data_time: 0.0032 loss: 2.1738 03/09 11:24:33 - mmengine - INFO - Epoch(train) [108][ 700/2503] lr: 3.2335e-01 eta: 18:31:54 time: 0.1405 data_time: 0.0037 loss: 2.1938 03/09 11:24:47 - mmengine - INFO - Epoch(train) [108][ 800/2503] lr: 3.2329e-01 eta: 18:31:40 time: 0.1413 data_time: 0.0037 loss: 2.1595 03/09 11:25:01 - mmengine - INFO - Epoch(train) [108][ 900/2503] lr: 3.2322e-01 eta: 18:31:26 time: 0.1397 data_time: 0.0087 loss: 2.1050 03/09 11:25:15 - mmengine - INFO - Epoch(train) [108][1000/2503] lr: 3.2315e-01 eta: 18:31:12 time: 0.1061 data_time: 0.0033 loss: 2.0894 03/09 11:25:29 - mmengine - INFO - Epoch(train) [108][1100/2503] lr: 3.2309e-01 eta: 18:30:59 time: 0.1416 data_time: 0.0033 loss: 2.1491 03/09 11:25:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:25:43 - mmengine - INFO - Epoch(train) [108][1200/2503] lr: 3.2302e-01 eta: 18:30:45 time: 0.1595 data_time: 0.0031 loss: 2.1700 03/09 11:25:57 - mmengine - INFO - Epoch(train) [108][1300/2503] lr: 3.2295e-01 eta: 18:30:30 time: 0.1375 data_time: 0.0034 loss: 2.2077 03/09 11:26:11 - mmengine - INFO - Epoch(train) [108][1400/2503] lr: 3.2288e-01 eta: 18:30:17 time: 0.1647 data_time: 0.0032 loss: 2.2429 03/09 11:26:25 - mmengine - INFO - Epoch(train) [108][1500/2503] lr: 3.2282e-01 eta: 18:30:03 time: 0.1324 data_time: 0.0034 loss: 2.0761 03/09 11:26:38 - mmengine - INFO - Epoch(train) [108][1600/2503] lr: 3.2275e-01 eta: 18:29:48 time: 0.1257 data_time: 0.0033 loss: 2.1888 03/09 11:26:52 - mmengine - INFO - Epoch(train) [108][1700/2503] lr: 3.2268e-01 eta: 18:29:34 time: 0.1387 data_time: 0.0038 loss: 2.1760 03/09 11:27:06 - mmengine - INFO - Epoch(train) [108][1800/2503] lr: 3.2262e-01 eta: 18:29:20 time: 0.1546 data_time: 0.0034 loss: 2.1105 03/09 11:27:19 - mmengine - INFO - Epoch(train) [108][1900/2503] lr: 3.2255e-01 eta: 18:29:06 time: 0.1358 data_time: 0.0039 loss: 2.2897 03/09 11:27:33 - mmengine - INFO - Epoch(train) [108][2000/2503] lr: 3.2248e-01 eta: 18:28:51 time: 0.1411 data_time: 0.0033 loss: 2.1859 03/09 11:27:47 - mmengine - INFO - Epoch(train) [108][2100/2503] lr: 3.2242e-01 eta: 18:28:38 time: 0.1278 data_time: 0.0034 loss: 2.3177 03/09 11:27:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:28:01 - mmengine - INFO - Epoch(train) [108][2200/2503] lr: 3.2235e-01 eta: 18:28:24 time: 0.1189 data_time: 0.0218 loss: 2.2034 03/09 11:28:15 - mmengine - INFO - Epoch(train) [108][2300/2503] lr: 3.2228e-01 eta: 18:28:11 time: 0.1260 data_time: 0.0037 loss: 2.2614 03/09 11:28:29 - mmengine - INFO - Epoch(train) [108][2400/2503] lr: 3.2221e-01 eta: 18:27:56 time: 0.1538 data_time: 0.0036 loss: 2.2262 03/09 11:28:43 - mmengine - INFO - Epoch(train) [108][2500/2503] lr: 3.2215e-01 eta: 18:27:42 time: 0.1299 data_time: 0.0047 loss: 2.2477 03/09 11:28:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:28:43 - mmengine - INFO - Saving checkpoint at 108 epochs 03/09 11:29:10 - mmengine - INFO - Epoch(val) [108][98/98] accuracy/top1: 55.0480 accuracy/top5: 79.0380 03/09 11:29:25 - mmengine - INFO - Epoch(train) [109][ 100/2503] lr: 3.2208e-01 eta: 18:27:29 time: 0.1117 data_time: 0.0037 loss: 2.2147 03/09 11:29:39 - mmengine - INFO - Epoch(train) [109][ 200/2503] lr: 3.2201e-01 eta: 18:27:16 time: 0.1037 data_time: 0.0036 loss: 2.1405 03/09 11:29:53 - mmengine - INFO - Epoch(train) [109][ 300/2503] lr: 3.2194e-01 eta: 18:27:01 time: 0.1396 data_time: 0.0040 loss: 2.0895 03/09 11:30:06 - mmengine - INFO - Epoch(train) [109][ 400/2503] lr: 3.2188e-01 eta: 18:26:47 time: 0.1327 data_time: 0.0039 loss: 2.3151 03/09 11:30:21 - mmengine - INFO - Epoch(train) [109][ 500/2503] lr: 3.2181e-01 eta: 18:26:34 time: 0.2005 data_time: 0.0033 loss: 2.1232 03/09 11:30:34 - mmengine - INFO - Epoch(train) [109][ 600/2503] lr: 3.2174e-01 eta: 18:26:19 time: 0.1414 data_time: 0.0036 loss: 2.2039 03/09 11:30:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:30:48 - mmengine - INFO - Epoch(train) [109][ 700/2503] lr: 3.2168e-01 eta: 18:26:05 time: 0.1429 data_time: 0.0035 loss: 2.3739 03/09 11:31:01 - mmengine - INFO - Epoch(train) [109][ 800/2503] lr: 3.2161e-01 eta: 18:25:50 time: 0.1317 data_time: 0.0037 loss: 2.1232 03/09 11:31:15 - mmengine - INFO - Epoch(train) [109][ 900/2503] lr: 3.2154e-01 eta: 18:25:36 time: 0.1248 data_time: 0.0040 loss: 2.2381 03/09 11:31:29 - mmengine - INFO - Epoch(train) [109][1000/2503] lr: 3.2148e-01 eta: 18:25:22 time: 0.1501 data_time: 0.0040 loss: 2.1375 03/09 11:31:43 - mmengine - INFO - Epoch(train) [109][1100/2503] lr: 3.2141e-01 eta: 18:25:08 time: 0.1528 data_time: 0.0038 loss: 2.3048 03/09 11:31:57 - mmengine - INFO - Epoch(train) [109][1200/2503] lr: 3.2134e-01 eta: 18:24:54 time: 0.1350 data_time: 0.0034 loss: 2.0559 03/09 11:32:11 - mmengine - INFO - Epoch(train) [109][1300/2503] lr: 3.2127e-01 eta: 18:24:40 time: 0.1617 data_time: 0.0037 loss: 2.1229 03/09 11:32:24 - mmengine - INFO - Epoch(train) [109][1400/2503] lr: 3.2121e-01 eta: 18:24:25 time: 0.1374 data_time: 0.0037 loss: 2.2575 03/09 11:32:39 - mmengine - INFO - Epoch(train) [109][1500/2503] lr: 3.2114e-01 eta: 18:24:12 time: 0.1957 data_time: 0.0370 loss: 2.0408 03/09 11:32:52 - mmengine - INFO - Epoch(train) [109][1600/2503] lr: 3.2107e-01 eta: 18:23:58 time: 0.1381 data_time: 0.0032 loss: 2.2095 03/09 11:33:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:33:05 - mmengine - INFO - Epoch(train) [109][1700/2503] lr: 3.2101e-01 eta: 18:23:43 time: 0.1281 data_time: 0.0033 loss: 2.1084 03/09 11:33:20 - mmengine - INFO - Epoch(train) [109][1800/2503] lr: 3.2094e-01 eta: 18:23:30 time: 0.1891 data_time: 0.0035 loss: 1.9843 03/09 11:33:33 - mmengine - INFO - Epoch(train) [109][1900/2503] lr: 3.2087e-01 eta: 18:23:15 time: 0.1284 data_time: 0.0033 loss: 2.1288 03/09 11:33:47 - mmengine - INFO - Epoch(train) [109][2000/2503] lr: 3.2080e-01 eta: 18:23:01 time: 0.1303 data_time: 0.0036 loss: 2.1733 03/09 11:34:00 - mmengine - INFO - Epoch(train) [109][2100/2503] lr: 3.2074e-01 eta: 18:22:46 time: 0.1050 data_time: 0.0036 loss: 2.2307 03/09 11:34:14 - mmengine - INFO - Epoch(train) [109][2200/2503] lr: 3.2067e-01 eta: 18:22:32 time: 0.1173 data_time: 0.0037 loss: 2.2906 03/09 11:34:28 - mmengine - INFO - Epoch(train) [109][2300/2503] lr: 3.2060e-01 eta: 18:22:18 time: 0.1490 data_time: 0.0039 loss: 2.2723 03/09 11:34:42 - mmengine - INFO - Epoch(train) [109][2400/2503] lr: 3.2054e-01 eta: 18:22:04 time: 0.1019 data_time: 0.0037 loss: 2.1324 03/09 11:34:56 - mmengine - INFO - Epoch(train) [109][2500/2503] lr: 3.2047e-01 eta: 18:21:50 time: 0.1314 data_time: 0.0036 loss: 2.2195 03/09 11:34:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:34:56 - mmengine - INFO - Saving checkpoint at 109 epochs 03/09 11:35:23 - mmengine - INFO - Epoch(val) [109][98/98] accuracy/top1: 55.6900 accuracy/top5: 79.7140 03/09 11:35:38 - mmengine - INFO - Epoch(train) [110][ 100/2503] lr: 3.2040e-01 eta: 18:21:38 time: 0.1413 data_time: 0.0039 loss: 2.1052 03/09 11:35:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:35:52 - mmengine - INFO - Epoch(train) [110][ 200/2503] lr: 3.2033e-01 eta: 18:21:23 time: 0.1306 data_time: 0.0037 loss: 2.3331 03/09 11:36:06 - mmengine - INFO - Epoch(train) [110][ 300/2503] lr: 3.2027e-01 eta: 18:21:10 time: 0.1011 data_time: 0.0045 loss: 2.2065 03/09 11:36:20 - mmengine - INFO - Epoch(train) [110][ 400/2503] lr: 3.2020e-01 eta: 18:20:56 time: 0.1342 data_time: 0.0033 loss: 2.0331 03/09 11:36:34 - mmengine - INFO - Epoch(train) [110][ 500/2503] lr: 3.2013e-01 eta: 18:20:43 time: 0.1443 data_time: 0.0536 loss: 2.2277 03/09 11:36:49 - mmengine - INFO - Epoch(train) [110][ 600/2503] lr: 3.2007e-01 eta: 18:20:30 time: 0.1358 data_time: 0.0035 loss: 2.1378 03/09 11:37:02 - mmengine - INFO - Epoch(train) [110][ 700/2503] lr: 3.2000e-01 eta: 18:20:15 time: 0.1112 data_time: 0.0127 loss: 2.2267 03/09 11:37:16 - mmengine - INFO - Epoch(train) [110][ 800/2503] lr: 3.1993e-01 eta: 18:20:00 time: 0.1496 data_time: 0.0037 loss: 2.2047 03/09 11:37:30 - mmengine - INFO - Epoch(train) [110][ 900/2503] lr: 3.1986e-01 eta: 18:19:48 time: 0.1670 data_time: 0.0032 loss: 2.1152 03/09 11:37:44 - mmengine - INFO - Epoch(train) [110][1000/2503] lr: 3.1980e-01 eta: 18:19:34 time: 0.1293 data_time: 0.0034 loss: 2.1731 03/09 11:37:58 - mmengine - INFO - Epoch(train) [110][1100/2503] lr: 3.1973e-01 eta: 18:19:19 time: 0.1482 data_time: 0.0034 loss: 2.1535 03/09 11:38:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:38:11 - mmengine - INFO - Epoch(train) [110][1200/2503] lr: 3.1966e-01 eta: 18:19:05 time: 0.1140 data_time: 0.0034 loss: 2.2460 03/09 11:38:25 - mmengine - INFO - Epoch(train) [110][1300/2503] lr: 3.1960e-01 eta: 18:18:51 time: 0.1125 data_time: 0.0037 loss: 2.1514 03/09 11:38:39 - mmengine - INFO - Epoch(train) [110][1400/2503] lr: 3.1953e-01 eta: 18:18:37 time: 0.1351 data_time: 0.0242 loss: 2.1943 03/09 11:38:53 - mmengine - INFO - Epoch(train) [110][1500/2503] lr: 3.1946e-01 eta: 18:18:23 time: 0.1427 data_time: 0.0036 loss: 1.9299 03/09 11:39:07 - mmengine - INFO - Epoch(train) [110][1600/2503] lr: 3.1940e-01 eta: 18:18:10 time: 0.1380 data_time: 0.0036 loss: 2.1562 03/09 11:39:21 - mmengine - INFO - Epoch(train) [110][1700/2503] lr: 3.1933e-01 eta: 18:17:56 time: 0.1348 data_time: 0.0037 loss: 2.1636 03/09 11:39:35 - mmengine - INFO - Epoch(train) [110][1800/2503] lr: 3.1926e-01 eta: 18:17:42 time: 0.1228 data_time: 0.0032 loss: 2.2609 03/09 11:39:49 - mmengine - INFO - Epoch(train) [110][1900/2503] lr: 3.1919e-01 eta: 18:17:27 time: 0.1441 data_time: 0.0035 loss: 2.1617 03/09 11:40:02 - mmengine - INFO - Epoch(train) [110][2000/2503] lr: 3.1913e-01 eta: 18:17:13 time: 0.1426 data_time: 0.0038 loss: 2.1044 03/09 11:40:16 - mmengine - INFO - Epoch(train) [110][2100/2503] lr: 3.1906e-01 eta: 18:16:58 time: 0.1242 data_time: 0.0035 loss: 2.2312 03/09 11:40:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:40:29 - mmengine - INFO - Epoch(train) [110][2200/2503] lr: 3.1899e-01 eta: 18:16:44 time: 0.1271 data_time: 0.0034 loss: 2.1620 03/09 11:40:44 - mmengine - INFO - Epoch(train) [110][2300/2503] lr: 3.1893e-01 eta: 18:16:30 time: 0.1297 data_time: 0.0037 loss: 2.2477 03/09 11:40:58 - mmengine - INFO - Epoch(train) [110][2400/2503] lr: 3.1886e-01 eta: 18:16:17 time: 0.1785 data_time: 0.0057 loss: 2.2364 03/09 11:41:11 - mmengine - INFO - Epoch(train) [110][2500/2503] lr: 3.1879e-01 eta: 18:16:02 time: 0.1315 data_time: 0.0049 loss: 2.3535 03/09 11:41:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:41:12 - mmengine - INFO - Saving checkpoint at 110 epochs 03/09 11:41:38 - mmengine - INFO - Epoch(val) [110][98/98] accuracy/top1: 54.5860 accuracy/top5: 78.9780 03/09 11:41:53 - mmengine - INFO - Epoch(train) [111][ 100/2503] lr: 3.1872e-01 eta: 18:15:50 time: 0.1604 data_time: 0.0038 loss: 2.1862 03/09 11:42:06 - mmengine - INFO - Epoch(train) [111][ 200/2503] lr: 3.1866e-01 eta: 18:15:35 time: 0.1266 data_time: 0.0036 loss: 2.1226 03/09 11:42:20 - mmengine - INFO - Epoch(train) [111][ 300/2503] lr: 3.1859e-01 eta: 18:15:21 time: 0.1526 data_time: 0.0033 loss: 2.1662 03/09 11:42:34 - mmengine - INFO - Epoch(train) [111][ 400/2503] lr: 3.1852e-01 eta: 18:15:07 time: 0.1032 data_time: 0.0095 loss: 2.2916 03/09 11:42:48 - mmengine - INFO - Epoch(train) [111][ 500/2503] lr: 3.1845e-01 eta: 18:14:53 time: 0.1589 data_time: 0.0039 loss: 2.1948 03/09 11:43:02 - mmengine - INFO - Epoch(train) [111][ 600/2503] lr: 3.1839e-01 eta: 18:14:39 time: 0.1347 data_time: 0.0036 loss: 2.2164 03/09 11:43:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:43:15 - mmengine - INFO - Epoch(train) [111][ 700/2503] lr: 3.1832e-01 eta: 18:14:24 time: 0.1509 data_time: 0.0032 loss: 2.1609 03/09 11:43:30 - mmengine - INFO - Epoch(train) [111][ 800/2503] lr: 3.1825e-01 eta: 18:14:11 time: 0.1215 data_time: 0.0041 loss: 2.2330 03/09 11:43:43 - mmengine - INFO - Epoch(train) [111][ 900/2503] lr: 3.1819e-01 eta: 18:13:57 time: 0.1491 data_time: 0.0034 loss: 2.3184 03/09 11:43:57 - mmengine - INFO - Epoch(train) [111][1000/2503] lr: 3.1812e-01 eta: 18:13:43 time: 0.1029 data_time: 0.0038 loss: 2.2553 03/09 11:44:11 - mmengine - INFO - Epoch(train) [111][1100/2503] lr: 3.1805e-01 eta: 18:13:29 time: 0.1307 data_time: 0.0033 loss: 2.3476 03/09 11:44:25 - mmengine - INFO - Epoch(train) [111][1200/2503] lr: 3.1799e-01 eta: 18:13:14 time: 0.1010 data_time: 0.0036 loss: 2.2839 03/09 11:44:38 - mmengine - INFO - Epoch(train) [111][1300/2503] lr: 3.1792e-01 eta: 18:12:59 time: 0.1163 data_time: 0.0039 loss: 2.3025 03/09 11:44:52 - mmengine - INFO - Epoch(train) [111][1400/2503] lr: 3.1785e-01 eta: 18:12:45 time: 0.1378 data_time: 0.0037 loss: 2.3460 03/09 11:45:06 - mmengine - INFO - Epoch(train) [111][1500/2503] lr: 3.1778e-01 eta: 18:12:31 time: 0.1351 data_time: 0.0043 loss: 2.2418 03/09 11:45:19 - mmengine - INFO - Epoch(train) [111][1600/2503] lr: 3.1772e-01 eta: 18:12:17 time: 0.1017 data_time: 0.0036 loss: 2.1613 03/09 11:45:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:45:33 - mmengine - INFO - Epoch(train) [111][1700/2503] lr: 3.1765e-01 eta: 18:12:03 time: 0.1280 data_time: 0.0036 loss: 2.2506 03/09 11:45:47 - mmengine - INFO - Epoch(train) [111][1800/2503] lr: 3.1758e-01 eta: 18:11:48 time: 0.1293 data_time: 0.0036 loss: 2.1183 03/09 11:46:00 - mmengine - INFO - Epoch(train) [111][1900/2503] lr: 3.1752e-01 eta: 18:11:34 time: 0.1332 data_time: 0.0040 loss: 2.0748 03/09 11:46:14 - mmengine - INFO - Epoch(train) [111][2000/2503] lr: 3.1745e-01 eta: 18:11:19 time: 0.1234 data_time: 0.0034 loss: 2.1586 03/09 11:46:28 - mmengine - INFO - Epoch(train) [111][2100/2503] lr: 3.1738e-01 eta: 18:11:06 time: 0.1520 data_time: 0.0036 loss: 2.2579 03/09 11:46:42 - mmengine - INFO - Epoch(train) [111][2200/2503] lr: 3.1732e-01 eta: 18:10:53 time: 0.1389 data_time: 0.0034 loss: 2.3024 03/09 11:46:56 - mmengine - INFO - Epoch(train) [111][2300/2503] lr: 3.1725e-01 eta: 18:10:39 time: 0.1234 data_time: 0.0037 loss: 2.2062 03/09 11:47:10 - mmengine - INFO - Epoch(train) [111][2400/2503] lr: 3.1718e-01 eta: 18:10:24 time: 0.1361 data_time: 0.0033 loss: 2.3188 03/09 11:47:24 - mmengine - INFO - Epoch(train) [111][2500/2503] lr: 3.1711e-01 eta: 18:10:11 time: 0.1085 data_time: 0.0051 loss: 2.3295 03/09 11:47:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:47:24 - mmengine - INFO - Saving checkpoint at 111 epochs 03/09 11:47:52 - mmengine - INFO - Epoch(val) [111][98/98] accuracy/top1: 54.9460 accuracy/top5: 79.0680 03/09 11:48:07 - mmengine - INFO - Epoch(train) [112][ 100/2503] lr: 3.1704e-01 eta: 18:09:58 time: 0.1046 data_time: 0.0039 loss: 2.1458 03/09 11:48:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:48:21 - mmengine - INFO - Epoch(train) [112][ 200/2503] lr: 3.1698e-01 eta: 18:09:45 time: 0.1457 data_time: 0.0038 loss: 2.0885 03/09 11:48:35 - mmengine - INFO - Epoch(train) [112][ 300/2503] lr: 3.1691e-01 eta: 18:09:31 time: 0.1540 data_time: 0.0039 loss: 2.0918 03/09 11:48:49 - mmengine - INFO - Epoch(train) [112][ 400/2503] lr: 3.1684e-01 eta: 18:09:16 time: 0.1238 data_time: 0.0040 loss: 2.1444 03/09 11:49:03 - mmengine - INFO - Epoch(train) [112][ 500/2503] lr: 3.1678e-01 eta: 18:09:02 time: 0.1231 data_time: 0.0040 loss: 2.1970 03/09 11:49:16 - mmengine - INFO - Epoch(train) [112][ 600/2503] lr: 3.1671e-01 eta: 18:08:48 time: 0.1511 data_time: 0.0305 loss: 2.1371 03/09 11:49:29 - mmengine - INFO - Epoch(train) [112][ 700/2503] lr: 3.1664e-01 eta: 18:08:33 time: 0.1118 data_time: 0.0038 loss: 2.2110 03/09 11:49:44 - mmengine - INFO - Epoch(train) [112][ 800/2503] lr: 3.1658e-01 eta: 18:08:19 time: 0.1849 data_time: 0.0047 loss: 2.2968 03/09 11:49:57 - mmengine - INFO - Epoch(train) [112][ 900/2503] lr: 3.1651e-01 eta: 18:08:04 time: 0.1066 data_time: 0.0032 loss: 2.2046 03/09 11:50:11 - mmengine - INFO - Epoch(train) [112][1000/2503] lr: 3.1644e-01 eta: 18:07:50 time: 0.0990 data_time: 0.0036 loss: 2.2097 03/09 11:50:25 - mmengine - INFO - Epoch(train) [112][1100/2503] lr: 3.1637e-01 eta: 18:07:36 time: 0.1511 data_time: 0.0032 loss: 2.2165 03/09 11:50:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:50:38 - mmengine - INFO - Epoch(train) [112][1200/2503] lr: 3.1631e-01 eta: 18:07:22 time: 0.1362 data_time: 0.0033 loss: 2.0913 03/09 11:50:52 - mmengine - INFO - Epoch(train) [112][1300/2503] lr: 3.1624e-01 eta: 18:07:09 time: 0.1524 data_time: 0.0035 loss: 2.3340 03/09 11:51:06 - mmengine - INFO - Epoch(train) [112][1400/2503] lr: 3.1617e-01 eta: 18:06:55 time: 0.1375 data_time: 0.0032 loss: 2.2101 03/09 11:51:20 - mmengine - INFO - Epoch(train) [112][1500/2503] lr: 3.1611e-01 eta: 18:06:41 time: 0.1452 data_time: 0.0031 loss: 2.2354 03/09 11:51:34 - mmengine - INFO - Epoch(train) [112][1600/2503] lr: 3.1604e-01 eta: 18:06:27 time: 0.1248 data_time: 0.0034 loss: 2.1394 03/09 11:51:48 - mmengine - INFO - Epoch(train) [112][1700/2503] lr: 3.1597e-01 eta: 18:06:13 time: 0.1653 data_time: 0.0032 loss: 2.3556 03/09 11:52:02 - mmengine - INFO - Epoch(train) [112][1800/2503] lr: 3.1591e-01 eta: 18:05:59 time: 0.1360 data_time: 0.0037 loss: 2.0600 03/09 11:52:15 - mmengine - INFO - Epoch(train) [112][1900/2503] lr: 3.1584e-01 eta: 18:05:44 time: 0.1304 data_time: 0.0032 loss: 2.2039 03/09 11:52:29 - mmengine - INFO - Epoch(train) [112][2000/2503] lr: 3.1577e-01 eta: 18:05:30 time: 0.1429 data_time: 0.0034 loss: 2.3782 03/09 11:52:42 - mmengine - INFO - Epoch(train) [112][2100/2503] lr: 3.1570e-01 eta: 18:05:15 time: 0.1466 data_time: 0.0035 loss: 1.9961 03/09 11:52:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:52:56 - mmengine - INFO - Epoch(train) [112][2200/2503] lr: 3.1564e-01 eta: 18:05:01 time: 0.1401 data_time: 0.0032 loss: 2.2361 03/09 11:53:10 - mmengine - INFO - Epoch(train) [112][2300/2503] lr: 3.1557e-01 eta: 18:04:47 time: 0.1372 data_time: 0.0033 loss: 2.1999 03/09 11:53:23 - mmengine - INFO - Epoch(train) [112][2400/2503] lr: 3.1550e-01 eta: 18:04:33 time: 0.1493 data_time: 0.0030 loss: 2.2913 03/09 11:53:37 - mmengine - INFO - Epoch(train) [112][2500/2503] lr: 3.1544e-01 eta: 18:04:18 time: 0.1246 data_time: 0.0046 loss: 2.1469 03/09 11:53:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:53:38 - mmengine - INFO - Saving checkpoint at 112 epochs 03/09 11:54:05 - mmengine - INFO - Epoch(val) [112][98/98] accuracy/top1: 55.9400 accuracy/top5: 80.1560 03/09 11:54:20 - mmengine - INFO - Epoch(train) [113][ 100/2503] lr: 3.1537e-01 eta: 18:04:05 time: 0.1123 data_time: 0.0040 loss: 2.0683 03/09 11:54:34 - mmengine - INFO - Epoch(train) [113][ 200/2503] lr: 3.1530e-01 eta: 18:03:52 time: 0.1416 data_time: 0.0036 loss: 2.1337 03/09 11:54:48 - mmengine - INFO - Epoch(train) [113][ 300/2503] lr: 3.1523e-01 eta: 18:03:38 time: 0.1606 data_time: 0.0036 loss: 2.2675 03/09 11:55:02 - mmengine - INFO - Epoch(train) [113][ 400/2503] lr: 3.1517e-01 eta: 18:03:24 time: 0.1246 data_time: 0.0034 loss: 2.1224 03/09 11:55:15 - mmengine - INFO - Epoch(train) [113][ 500/2503] lr: 3.1510e-01 eta: 18:03:10 time: 0.1118 data_time: 0.0034 loss: 2.1586 03/09 11:55:29 - mmengine - INFO - Epoch(train) [113][ 600/2503] lr: 3.1503e-01 eta: 18:02:55 time: 0.1432 data_time: 0.0031 loss: 2.2216 03/09 11:55:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:55:43 - mmengine - INFO - Epoch(train) [113][ 700/2503] lr: 3.1496e-01 eta: 18:02:41 time: 0.1580 data_time: 0.0034 loss: 2.1280 03/09 11:55:56 - mmengine - INFO - Epoch(train) [113][ 800/2503] lr: 3.1490e-01 eta: 18:02:27 time: 0.1085 data_time: 0.0033 loss: 2.2531 03/09 11:56:10 - mmengine - INFO - Epoch(train) [113][ 900/2503] lr: 3.1483e-01 eta: 18:02:13 time: 0.1543 data_time: 0.0038 loss: 2.1199 03/09 11:56:24 - mmengine - INFO - Epoch(train) [113][1000/2503] lr: 3.1476e-01 eta: 18:01:58 time: 0.1526 data_time: 0.0030 loss: 2.1987 03/09 11:56:37 - mmengine - INFO - Epoch(train) [113][1100/2503] lr: 3.1470e-01 eta: 18:01:43 time: 0.1186 data_time: 0.0095 loss: 2.1212 03/09 11:56:51 - mmengine - INFO - Epoch(train) [113][1200/2503] lr: 3.1463e-01 eta: 18:01:30 time: 0.1139 data_time: 0.0036 loss: 2.1669 03/09 11:57:05 - mmengine - INFO - Epoch(train) [113][1300/2503] lr: 3.1456e-01 eta: 18:01:15 time: 0.1399 data_time: 0.0033 loss: 2.1704 03/09 11:57:18 - mmengine - INFO - Epoch(train) [113][1400/2503] lr: 3.1450e-01 eta: 18:01:01 time: 0.1286 data_time: 0.0037 loss: 2.2040 03/09 11:57:32 - mmengine - INFO - Epoch(train) [113][1500/2503] lr: 3.1443e-01 eta: 18:00:47 time: 0.1401 data_time: 0.0035 loss: 2.1219 03/09 11:57:46 - mmengine - INFO - Epoch(train) [113][1600/2503] lr: 3.1436e-01 eta: 18:00:32 time: 0.1350 data_time: 0.0033 loss: 2.0453 03/09 11:57:54 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:57:59 - mmengine - INFO - Epoch(train) [113][1700/2503] lr: 3.1429e-01 eta: 18:00:18 time: 0.1237 data_time: 0.0035 loss: 2.2887 03/09 11:58:13 - mmengine - INFO - Epoch(train) [113][1800/2503] lr: 3.1423e-01 eta: 18:00:04 time: 0.1345 data_time: 0.0040 loss: 2.0870 03/09 11:58:27 - mmengine - INFO - Epoch(train) [113][1900/2503] lr: 3.1416e-01 eta: 17:59:49 time: 0.1364 data_time: 0.0033 loss: 2.1134 03/09 11:58:40 - mmengine - INFO - Epoch(train) [113][2000/2503] lr: 3.1409e-01 eta: 17:59:35 time: 0.1383 data_time: 0.0034 loss: 2.2717 03/09 11:58:53 - mmengine - INFO - Epoch(train) [113][2100/2503] lr: 3.1403e-01 eta: 17:59:20 time: 0.1198 data_time: 0.0035 loss: 2.3492 03/09 11:59:07 - mmengine - INFO - Epoch(train) [113][2200/2503] lr: 3.1396e-01 eta: 17:59:06 time: 0.1605 data_time: 0.0047 loss: 2.0607 03/09 11:59:21 - mmengine - INFO - Epoch(train) [113][2300/2503] lr: 3.1389e-01 eta: 17:58:52 time: 0.1560 data_time: 0.0034 loss: 2.2774 03/09 11:59:35 - mmengine - INFO - Epoch(train) [113][2400/2503] lr: 3.1383e-01 eta: 17:58:38 time: 0.1167 data_time: 0.0034 loss: 2.1927 03/09 11:59:49 - mmengine - INFO - Epoch(train) [113][2500/2503] lr: 3.1376e-01 eta: 17:58:24 time: 0.1515 data_time: 0.0052 loss: 2.2352 03/09 11:59:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 11:59:49 - mmengine - INFO - Saving checkpoint at 113 epochs 03/09 12:00:16 - mmengine - INFO - Epoch(val) [113][98/98] accuracy/top1: 55.9500 accuracy/top5: 80.0480 03/09 12:00:31 - mmengine - INFO - Epoch(train) [114][ 100/2503] lr: 3.1369e-01 eta: 17:58:12 time: 0.1599 data_time: 0.0035 loss: 2.1389 03/09 12:00:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:00:45 - mmengine - INFO - Epoch(train) [114][ 200/2503] lr: 3.1362e-01 eta: 17:57:57 time: 0.1241 data_time: 0.0034 loss: 2.2081 03/09 12:00:59 - mmengine - INFO - Epoch(train) [114][ 300/2503] lr: 3.1356e-01 eta: 17:57:43 time: 0.1391 data_time: 0.0037 loss: 2.1200 03/09 12:01:13 - mmengine - INFO - Epoch(train) [114][ 400/2503] lr: 3.1349e-01 eta: 17:57:31 time: 0.1842 data_time: 0.0038 loss: 2.1135 03/09 12:01:27 - mmengine - INFO - Epoch(train) [114][ 500/2503] lr: 3.1342e-01 eta: 17:57:16 time: 0.1551 data_time: 0.0036 loss: 2.1397 03/09 12:01:41 - mmengine - INFO - Epoch(train) [114][ 600/2503] lr: 3.1335e-01 eta: 17:57:02 time: 0.1496 data_time: 0.0036 loss: 2.1641 03/09 12:01:54 - mmengine - INFO - Epoch(train) [114][ 700/2503] lr: 3.1329e-01 eta: 17:56:47 time: 0.1274 data_time: 0.0035 loss: 2.2790 03/09 12:02:08 - mmengine - INFO - Epoch(train) [114][ 800/2503] lr: 3.1322e-01 eta: 17:56:33 time: 0.1201 data_time: 0.0034 loss: 2.2416 03/09 12:02:21 - mmengine - INFO - Epoch(train) [114][ 900/2503] lr: 3.1315e-01 eta: 17:56:19 time: 0.1136 data_time: 0.0039 loss: 2.2579 03/09 12:02:35 - mmengine - INFO - Epoch(train) [114][1000/2503] lr: 3.1309e-01 eta: 17:56:04 time: 0.1249 data_time: 0.0263 loss: 2.1791 03/09 12:02:49 - mmengine - INFO - Epoch(train) [114][1100/2503] lr: 3.1302e-01 eta: 17:55:50 time: 0.1352 data_time: 0.0035 loss: 2.0886 03/09 12:02:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:03:03 - mmengine - INFO - Epoch(train) [114][1200/2503] lr: 3.1295e-01 eta: 17:55:36 time: 0.1457 data_time: 0.0036 loss: 2.2880 03/09 12:03:16 - mmengine - INFO - Epoch(train) [114][1300/2503] lr: 3.1288e-01 eta: 17:55:22 time: 0.1081 data_time: 0.0140 loss: 2.2219 03/09 12:03:30 - mmengine - INFO - Epoch(train) [114][1400/2503] lr: 3.1282e-01 eta: 17:55:08 time: 0.1214 data_time: 0.0034 loss: 2.2762 03/09 12:03:43 - mmengine - INFO - Epoch(train) [114][1500/2503] lr: 3.1275e-01 eta: 17:54:53 time: 0.1163 data_time: 0.0124 loss: 1.9637 03/09 12:03:57 - mmengine - INFO - Epoch(train) [114][1600/2503] lr: 3.1268e-01 eta: 17:54:39 time: 0.1412 data_time: 0.0040 loss: 2.1243 03/09 12:04:11 - mmengine - INFO - Epoch(train) [114][1700/2503] lr: 3.1262e-01 eta: 17:54:25 time: 0.1405 data_time: 0.0041 loss: 2.1693 03/09 12:04:24 - mmengine - INFO - Epoch(train) [114][1800/2503] lr: 3.1255e-01 eta: 17:54:10 time: 0.1496 data_time: 0.0035 loss: 2.1619 03/09 12:04:38 - mmengine - INFO - Epoch(train) [114][1900/2503] lr: 3.1248e-01 eta: 17:53:56 time: 0.0978 data_time: 0.0032 loss: 2.1334 03/09 12:04:52 - mmengine - INFO - Epoch(train) [114][2000/2503] lr: 3.1242e-01 eta: 17:53:42 time: 0.1110 data_time: 0.0034 loss: 2.2324 03/09 12:05:06 - mmengine - INFO - Epoch(train) [114][2100/2503] lr: 3.1235e-01 eta: 17:53:28 time: 0.1325 data_time: 0.0034 loss: 2.2995 03/09 12:05:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:05:19 - mmengine - INFO - Epoch(train) [114][2200/2503] lr: 3.1228e-01 eta: 17:53:14 time: 0.1417 data_time: 0.0041 loss: 2.2877 03/09 12:05:33 - mmengine - INFO - Epoch(train) [114][2300/2503] lr: 3.1221e-01 eta: 17:52:59 time: 0.1035 data_time: 0.0062 loss: 2.2047 03/09 12:05:47 - mmengine - INFO - Epoch(train) [114][2400/2503] lr: 3.1215e-01 eta: 17:52:46 time: 0.1573 data_time: 0.0036 loss: 2.2312 03/09 12:06:01 - mmengine - INFO - Epoch(train) [114][2500/2503] lr: 3.1208e-01 eta: 17:52:31 time: 0.1341 data_time: 0.0050 loss: 2.3309 03/09 12:06:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:06:01 - mmengine - INFO - Saving checkpoint at 114 epochs 03/09 12:06:27 - mmengine - INFO - Epoch(val) [114][98/98] accuracy/top1: 55.5400 accuracy/top5: 79.4980 03/09 12:06:43 - mmengine - INFO - Epoch(train) [115][ 100/2503] lr: 3.1201e-01 eta: 17:52:19 time: 0.1533 data_time: 0.0040 loss: 2.2623 03/09 12:06:57 - mmengine - INFO - Epoch(train) [115][ 200/2503] lr: 3.1194e-01 eta: 17:52:05 time: 0.1275 data_time: 0.0042 loss: 2.1192 03/09 12:07:11 - mmengine - INFO - Epoch(train) [115][ 300/2503] lr: 3.1188e-01 eta: 17:51:51 time: 0.1525 data_time: 0.0345 loss: 2.3170 03/09 12:07:24 - mmengine - INFO - Epoch(train) [115][ 400/2503] lr: 3.1181e-01 eta: 17:51:36 time: 0.1197 data_time: 0.0038 loss: 2.0361 03/09 12:07:38 - mmengine - INFO - Epoch(train) [115][ 500/2503] lr: 3.1174e-01 eta: 17:51:22 time: 0.1536 data_time: 0.0457 loss: 2.1932 03/09 12:07:52 - mmengine - INFO - Epoch(train) [115][ 600/2503] lr: 3.1168e-01 eta: 17:51:09 time: 0.1274 data_time: 0.0033 loss: 2.1793 03/09 12:08:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:08:06 - mmengine - INFO - Epoch(train) [115][ 700/2503] lr: 3.1161e-01 eta: 17:50:55 time: 0.1340 data_time: 0.0041 loss: 2.1286 03/09 12:08:20 - mmengine - INFO - Epoch(train) [115][ 800/2503] lr: 3.1154e-01 eta: 17:50:41 time: 0.1132 data_time: 0.0037 loss: 2.2434 03/09 12:08:34 - mmengine - INFO - Epoch(train) [115][ 900/2503] lr: 3.1148e-01 eta: 17:50:28 time: 0.1403 data_time: 0.0036 loss: 2.1426 03/09 12:08:48 - mmengine - INFO - Epoch(train) [115][1000/2503] lr: 3.1141e-01 eta: 17:50:14 time: 0.1340 data_time: 0.0034 loss: 1.9613 03/09 12:09:02 - mmengine - INFO - Epoch(train) [115][1100/2503] lr: 3.1134e-01 eta: 17:50:00 time: 0.1316 data_time: 0.0040 loss: 2.2100 03/09 12:09:16 - mmengine - INFO - Epoch(train) [115][1200/2503] lr: 3.1127e-01 eta: 17:49:45 time: 0.1322 data_time: 0.0037 loss: 2.3264 03/09 12:09:30 - mmengine - INFO - Epoch(train) [115][1300/2503] lr: 3.1121e-01 eta: 17:49:32 time: 0.1493 data_time: 0.0581 loss: 2.1920 03/09 12:09:43 - mmengine - INFO - Epoch(train) [115][1400/2503] lr: 3.1114e-01 eta: 17:49:17 time: 0.1334 data_time: 0.0032 loss: 2.2014 03/09 12:09:57 - mmengine - INFO - Epoch(train) [115][1500/2503] lr: 3.1107e-01 eta: 17:49:03 time: 0.1437 data_time: 0.0191 loss: 2.2345 03/09 12:10:10 - mmengine - INFO - Epoch(train) [115][1600/2503] lr: 3.1101e-01 eta: 17:48:49 time: 0.1211 data_time: 0.0035 loss: 2.0640 03/09 12:10:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:10:24 - mmengine - INFO - Epoch(train) [115][1700/2503] lr: 3.1094e-01 eta: 17:48:34 time: 0.1597 data_time: 0.0075 loss: 2.1444 03/09 12:10:38 - mmengine - INFO - Epoch(train) [115][1800/2503] lr: 3.1087e-01 eta: 17:48:20 time: 0.1649 data_time: 0.0037 loss: 2.1983 03/09 12:10:51 - mmengine - INFO - Epoch(train) [115][1900/2503] lr: 3.1080e-01 eta: 17:48:05 time: 0.1277 data_time: 0.0106 loss: 2.2132 03/09 12:11:05 - mmengine - INFO - Epoch(train) [115][2000/2503] lr: 3.1074e-01 eta: 17:47:52 time: 0.1197 data_time: 0.0032 loss: 2.2212 03/09 12:11:19 - mmengine - INFO - Epoch(train) [115][2100/2503] lr: 3.1067e-01 eta: 17:47:37 time: 0.1370 data_time: 0.0034 loss: 2.2015 03/09 12:11:33 - mmengine - INFO - Epoch(train) [115][2200/2503] lr: 3.1060e-01 eta: 17:47:23 time: 0.1637 data_time: 0.0713 loss: 2.1502 03/09 12:11:46 - mmengine - INFO - Epoch(train) [115][2300/2503] lr: 3.1054e-01 eta: 17:47:09 time: 0.1276 data_time: 0.0162 loss: 2.2720 03/09 12:12:01 - mmengine - INFO - Epoch(train) [115][2400/2503] lr: 3.1047e-01 eta: 17:46:56 time: 0.1734 data_time: 0.0033 loss: 2.3842 03/09 12:12:14 - mmengine - INFO - Epoch(train) [115][2500/2503] lr: 3.1040e-01 eta: 17:46:41 time: 0.1146 data_time: 0.0045 loss: 2.1903 03/09 12:12:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:12:14 - mmengine - INFO - Saving checkpoint at 115 epochs 03/09 12:12:41 - mmengine - INFO - Epoch(val) [115][98/98] accuracy/top1: 55.6940 accuracy/top5: 79.5160 03/09 12:12:56 - mmengine - INFO - Epoch(train) [116][ 100/2503] lr: 3.1033e-01 eta: 17:46:28 time: 0.1349 data_time: 0.0115 loss: 2.2438 03/09 12:13:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:13:10 - mmengine - INFO - Epoch(train) [116][ 200/2503] lr: 3.1027e-01 eta: 17:46:14 time: 0.1848 data_time: 0.0033 loss: 2.0707 03/09 12:13:24 - mmengine - INFO - Epoch(train) [116][ 300/2503] lr: 3.1020e-01 eta: 17:46:00 time: 0.1584 data_time: 0.0681 loss: 2.3333 03/09 12:13:37 - mmengine - INFO - Epoch(train) [116][ 400/2503] lr: 3.1013e-01 eta: 17:45:46 time: 0.1381 data_time: 0.0043 loss: 2.1145 03/09 12:13:51 - mmengine - INFO - Epoch(train) [116][ 500/2503] lr: 3.1007e-01 eta: 17:45:31 time: 0.1355 data_time: 0.0034 loss: 2.2927 03/09 12:14:05 - mmengine - INFO - Epoch(train) [116][ 600/2503] lr: 3.1000e-01 eta: 17:45:17 time: 0.1293 data_time: 0.0035 loss: 1.9946 03/09 12:14:18 - mmengine - INFO - Epoch(train) [116][ 700/2503] lr: 3.0993e-01 eta: 17:45:03 time: 0.1482 data_time: 0.0035 loss: 2.2081 03/09 12:14:32 - mmengine - INFO - Epoch(train) [116][ 800/2503] lr: 3.0986e-01 eta: 17:44:48 time: 0.1292 data_time: 0.0035 loss: 2.2974 03/09 12:14:46 - mmengine - INFO - Epoch(train) [116][ 900/2503] lr: 3.0980e-01 eta: 17:44:34 time: 0.1313 data_time: 0.0034 loss: 2.2224 03/09 12:14:59 - mmengine - INFO - Epoch(train) [116][1000/2503] lr: 3.0973e-01 eta: 17:44:20 time: 0.1327 data_time: 0.0033 loss: 2.0557 03/09 12:15:13 - mmengine - INFO - Epoch(train) [116][1100/2503] lr: 3.0966e-01 eta: 17:44:05 time: 0.1330 data_time: 0.0035 loss: 2.1565 03/09 12:15:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:15:26 - mmengine - INFO - Epoch(train) [116][1200/2503] lr: 3.0960e-01 eta: 17:43:51 time: 0.1355 data_time: 0.0075 loss: 2.3768 03/09 12:15:40 - mmengine - INFO - Epoch(train) [116][1300/2503] lr: 3.0953e-01 eta: 17:43:37 time: 0.1053 data_time: 0.0038 loss: 2.0902 03/09 12:15:54 - mmengine - INFO - Epoch(train) [116][1400/2503] lr: 3.0946e-01 eta: 17:43:23 time: 0.1047 data_time: 0.0033 loss: 2.2425 03/09 12:16:08 - mmengine - INFO - Epoch(train) [116][1500/2503] lr: 3.0940e-01 eta: 17:43:09 time: 0.1334 data_time: 0.0034 loss: 2.3058 03/09 12:16:22 - mmengine - INFO - Epoch(train) [116][1600/2503] lr: 3.0933e-01 eta: 17:42:55 time: 0.1165 data_time: 0.0036 loss: 2.0030 03/09 12:16:35 - mmengine - INFO - Epoch(train) [116][1700/2503] lr: 3.0926e-01 eta: 17:42:41 time: 0.1428 data_time: 0.0033 loss: 2.3328 03/09 12:16:50 - mmengine - INFO - Epoch(train) [116][1800/2503] lr: 3.0919e-01 eta: 17:42:28 time: 0.1557 data_time: 0.0631 loss: 2.2363 03/09 12:17:03 - mmengine - INFO - Epoch(train) [116][1900/2503] lr: 3.0913e-01 eta: 17:42:13 time: 0.1335 data_time: 0.0038 loss: 2.2293 03/09 12:17:16 - mmengine - INFO - Epoch(train) [116][2000/2503] lr: 3.0906e-01 eta: 17:41:58 time: 0.1193 data_time: 0.0068 loss: 2.2146 03/09 12:17:30 - mmengine - INFO - Epoch(train) [116][2100/2503] lr: 3.0899e-01 eta: 17:41:44 time: 0.1519 data_time: 0.0031 loss: 2.2740 03/09 12:17:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:17:43 - mmengine - INFO - Epoch(train) [116][2200/2503] lr: 3.0893e-01 eta: 17:41:29 time: 0.1564 data_time: 0.0047 loss: 2.2329 03/09 12:17:57 - mmengine - INFO - Epoch(train) [116][2300/2503] lr: 3.0886e-01 eta: 17:41:15 time: 0.1400 data_time: 0.0037 loss: 2.1567 03/09 12:18:11 - mmengine - INFO - Epoch(train) [116][2400/2503] lr: 3.0879e-01 eta: 17:41:00 time: 0.1367 data_time: 0.0035 loss: 2.1799 03/09 12:18:24 - mmengine - INFO - Epoch(train) [116][2500/2503] lr: 3.0872e-01 eta: 17:40:46 time: 0.1218 data_time: 0.0048 loss: 2.2976 03/09 12:18:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:18:25 - mmengine - INFO - Saving checkpoint at 116 epochs 03/09 12:18:51 - mmengine - INFO - Epoch(val) [116][98/98] accuracy/top1: 54.5920 accuracy/top5: 79.1180 03/09 12:19:06 - mmengine - INFO - Epoch(train) [117][ 100/2503] lr: 3.0866e-01 eta: 17:40:33 time: 0.1155 data_time: 0.0041 loss: 2.1488 03/09 12:19:19 - mmengine - INFO - Epoch(train) [117][ 200/2503] lr: 3.0859e-01 eta: 17:40:19 time: 0.1283 data_time: 0.0038 loss: 2.2286 03/09 12:19:34 - mmengine - INFO - Epoch(train) [117][ 300/2503] lr: 3.0852e-01 eta: 17:40:05 time: 0.1298 data_time: 0.0031 loss: 2.1259 03/09 12:19:47 - mmengine - INFO - Epoch(train) [117][ 400/2503] lr: 3.0845e-01 eta: 17:39:51 time: 0.1107 data_time: 0.0033 loss: 2.0553 03/09 12:20:01 - mmengine - INFO - Epoch(train) [117][ 500/2503] lr: 3.0839e-01 eta: 17:39:37 time: 0.1293 data_time: 0.0033 loss: 2.2729 03/09 12:20:15 - mmengine - INFO - Epoch(train) [117][ 600/2503] lr: 3.0832e-01 eta: 17:39:22 time: 0.1247 data_time: 0.0033 loss: 2.2170 03/09 12:20:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:20:28 - mmengine - INFO - Epoch(train) [117][ 700/2503] lr: 3.0825e-01 eta: 17:39:08 time: 0.1292 data_time: 0.0036 loss: 2.2370 03/09 12:20:43 - mmengine - INFO - Epoch(train) [117][ 800/2503] lr: 3.0819e-01 eta: 17:38:55 time: 0.1677 data_time: 0.0035 loss: 2.2832 03/09 12:20:57 - mmengine - INFO - Epoch(train) [117][ 900/2503] lr: 3.0812e-01 eta: 17:38:41 time: 0.1711 data_time: 0.0034 loss: 2.2003 03/09 12:21:10 - mmengine - INFO - Epoch(train) [117][1000/2503] lr: 3.0805e-01 eta: 17:38:27 time: 0.1246 data_time: 0.0036 loss: 2.1290 03/09 12:21:23 - mmengine - INFO - Epoch(train) [117][1100/2503] lr: 3.0799e-01 eta: 17:38:12 time: 0.1264 data_time: 0.0032 loss: 2.2115 03/09 12:21:37 - mmengine - INFO - Epoch(train) [117][1200/2503] lr: 3.0792e-01 eta: 17:37:57 time: 0.1435 data_time: 0.0036 loss: 2.2121 03/09 12:21:50 - mmengine - INFO - Epoch(train) [117][1300/2503] lr: 3.0785e-01 eta: 17:37:43 time: 0.1372 data_time: 0.0031 loss: 2.2393 03/09 12:22:04 - mmengine - INFO - Epoch(train) [117][1400/2503] lr: 3.0778e-01 eta: 17:37:29 time: 0.1166 data_time: 0.0034 loss: 2.2831 03/09 12:22:18 - mmengine - INFO - Epoch(train) [117][1500/2503] lr: 3.0772e-01 eta: 17:37:14 time: 0.1215 data_time: 0.0033 loss: 2.1143 03/09 12:22:31 - mmengine - INFO - Epoch(train) [117][1600/2503] lr: 3.0765e-01 eta: 17:37:00 time: 0.1245 data_time: 0.0034 loss: 2.1135 03/09 12:22:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:22:45 - mmengine - INFO - Epoch(train) [117][1700/2503] lr: 3.0758e-01 eta: 17:36:45 time: 0.1070 data_time: 0.0031 loss: 2.2463 03/09 12:22:58 - mmengine - INFO - Epoch(train) [117][1800/2503] lr: 3.0752e-01 eta: 17:36:31 time: 0.1139 data_time: 0.0035 loss: 2.2042 03/09 12:23:12 - mmengine - INFO - Epoch(train) [117][1900/2503] lr: 3.0745e-01 eta: 17:36:16 time: 0.1465 data_time: 0.0033 loss: 2.1820 03/09 12:23:26 - mmengine - INFO - Epoch(train) [117][2000/2503] lr: 3.0738e-01 eta: 17:36:04 time: 0.1676 data_time: 0.0035 loss: 2.2355 03/09 12:23:40 - mmengine - INFO - Epoch(train) [117][2100/2503] lr: 3.0732e-01 eta: 17:35:48 time: 0.1189 data_time: 0.0035 loss: 2.1258 03/09 12:23:54 - mmengine - INFO - Epoch(train) [117][2200/2503] lr: 3.0725e-01 eta: 17:35:35 time: 0.1391 data_time: 0.0034 loss: 2.2441 03/09 12:24:07 - mmengine - INFO - Epoch(train) [117][2300/2503] lr: 3.0718e-01 eta: 17:35:21 time: 0.1231 data_time: 0.0037 loss: 1.9774 03/09 12:24:21 - mmengine - INFO - Epoch(train) [117][2400/2503] lr: 3.0711e-01 eta: 17:35:06 time: 0.1262 data_time: 0.0036 loss: 2.4978 03/09 12:24:34 - mmengine - INFO - Epoch(train) [117][2500/2503] lr: 3.0705e-01 eta: 17:34:52 time: 0.1019 data_time: 0.0046 loss: 2.3158 03/09 12:24:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:24:35 - mmengine - INFO - Saving checkpoint at 117 epochs 03/09 12:25:02 - mmengine - INFO - Epoch(val) [117][98/98] accuracy/top1: 56.2960 accuracy/top5: 80.2040 03/09 12:25:17 - mmengine - INFO - Epoch(train) [118][ 100/2503] lr: 3.0698e-01 eta: 17:34:40 time: 0.1786 data_time: 0.0036 loss: 2.0603 03/09 12:25:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:25:31 - mmengine - INFO - Epoch(train) [118][ 200/2503] lr: 3.0691e-01 eta: 17:34:25 time: 0.1060 data_time: 0.0086 loss: 1.9501 03/09 12:25:46 - mmengine - INFO - Epoch(train) [118][ 300/2503] lr: 3.0684e-01 eta: 17:34:13 time: 0.1424 data_time: 0.0039 loss: 2.0447 03/09 12:25:59 - mmengine - INFO - Epoch(train) [118][ 400/2503] lr: 3.0678e-01 eta: 17:33:59 time: 0.1611 data_time: 0.0033 loss: 2.1225 03/09 12:26:13 - mmengine - INFO - Epoch(train) [118][ 500/2503] lr: 3.0671e-01 eta: 17:33:45 time: 0.1347 data_time: 0.0033 loss: 2.2416 03/09 12:26:27 - mmengine - INFO - Epoch(train) [118][ 600/2503] lr: 3.0664e-01 eta: 17:33:31 time: 0.1306 data_time: 0.0033 loss: 1.9771 03/09 12:26:41 - mmengine - INFO - Epoch(train) [118][ 700/2503] lr: 3.0658e-01 eta: 17:33:17 time: 0.1023 data_time: 0.0037 loss: 2.1384 03/09 12:26:55 - mmengine - INFO - Epoch(train) [118][ 800/2503] lr: 3.0651e-01 eta: 17:33:04 time: 0.1581 data_time: 0.0031 loss: 2.2353 03/09 12:27:08 - mmengine - INFO - Epoch(train) [118][ 900/2503] lr: 3.0644e-01 eta: 17:32:49 time: 0.1397 data_time: 0.0035 loss: 2.1682 03/09 12:27:22 - mmengine - INFO - Epoch(train) [118][1000/2503] lr: 3.0637e-01 eta: 17:32:35 time: 0.1393 data_time: 0.0037 loss: 2.1749 03/09 12:27:36 - mmengine - INFO - Epoch(train) [118][1100/2503] lr: 3.0631e-01 eta: 17:32:21 time: 0.1473 data_time: 0.0030 loss: 2.2283 03/09 12:27:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:27:49 - mmengine - INFO - Epoch(train) [118][1200/2503] lr: 3.0624e-01 eta: 17:32:06 time: 0.1043 data_time: 0.0031 loss: 2.1771 03/09 12:28:03 - mmengine - INFO - Epoch(train) [118][1300/2503] lr: 3.0617e-01 eta: 17:31:52 time: 0.1367 data_time: 0.0037 loss: 2.1796 03/09 12:28:17 - mmengine - INFO - Epoch(train) [118][1400/2503] lr: 3.0611e-01 eta: 17:31:37 time: 0.1285 data_time: 0.0036 loss: 2.1939 03/09 12:28:30 - mmengine - INFO - Epoch(train) [118][1500/2503] lr: 3.0604e-01 eta: 17:31:23 time: 0.1611 data_time: 0.0032 loss: 2.3594 03/09 12:28:44 - mmengine - INFO - Epoch(train) [118][1600/2503] lr: 3.0597e-01 eta: 17:31:09 time: 0.1057 data_time: 0.0042 loss: 2.0936 03/09 12:28:58 - mmengine - INFO - Epoch(train) [118][1700/2503] lr: 3.0591e-01 eta: 17:30:55 time: 0.1659 data_time: 0.0031 loss: 2.1935 03/09 12:29:12 - mmengine - INFO - Epoch(train) [118][1800/2503] lr: 3.0584e-01 eta: 17:30:41 time: 0.1435 data_time: 0.0034 loss: 2.2450 03/09 12:29:25 - mmengine - INFO - Epoch(train) [118][1900/2503] lr: 3.0577e-01 eta: 17:30:26 time: 0.1311 data_time: 0.0317 loss: 2.2095 03/09 12:29:39 - mmengine - INFO - Epoch(train) [118][2000/2503] lr: 3.0570e-01 eta: 17:30:12 time: 0.1217 data_time: 0.0037 loss: 2.3457 03/09 12:29:52 - mmengine - INFO - Epoch(train) [118][2100/2503] lr: 3.0564e-01 eta: 17:29:57 time: 0.1430 data_time: 0.0311 loss: 2.2539 03/09 12:29:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:30:06 - mmengine - INFO - Epoch(train) [118][2200/2503] lr: 3.0557e-01 eta: 17:29:43 time: 0.1246 data_time: 0.0035 loss: 2.0442 03/09 12:30:19 - mmengine - INFO - Epoch(train) [118][2300/2503] lr: 3.0550e-01 eta: 17:29:29 time: 0.1267 data_time: 0.0041 loss: 2.3045 03/09 12:30:33 - mmengine - INFO - Epoch(train) [118][2400/2503] lr: 3.0544e-01 eta: 17:29:14 time: 0.1320 data_time: 0.0036 loss: 2.3003 03/09 12:30:46 - mmengine - INFO - Epoch(train) [118][2500/2503] lr: 3.0537e-01 eta: 17:29:00 time: 0.1155 data_time: 0.0053 loss: 2.1723 03/09 12:30:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:30:47 - mmengine - INFO - Saving checkpoint at 118 epochs 03/09 12:31:14 - mmengine - INFO - Epoch(val) [118][98/98] accuracy/top1: 55.1820 accuracy/top5: 79.4380 03/09 12:31:28 - mmengine - INFO - Epoch(train) [119][ 100/2503] lr: 3.0530e-01 eta: 17:28:47 time: 0.1169 data_time: 0.0035 loss: 2.1709 03/09 12:31:43 - mmengine - INFO - Epoch(train) [119][ 200/2503] lr: 3.0523e-01 eta: 17:28:34 time: 0.1720 data_time: 0.0039 loss: 2.0101 03/09 12:31:56 - mmengine - INFO - Epoch(train) [119][ 300/2503] lr: 3.0517e-01 eta: 17:28:19 time: 0.1591 data_time: 0.0035 loss: 1.9530 03/09 12:32:10 - mmengine - INFO - Epoch(train) [119][ 400/2503] lr: 3.0510e-01 eta: 17:28:05 time: 0.1283 data_time: 0.0035 loss: 2.1802 03/09 12:32:24 - mmengine - INFO - Epoch(train) [119][ 500/2503] lr: 3.0503e-01 eta: 17:27:51 time: 0.1455 data_time: 0.0037 loss: 2.2681 03/09 12:32:37 - mmengine - INFO - Epoch(train) [119][ 600/2503] lr: 3.0496e-01 eta: 17:27:36 time: 0.1137 data_time: 0.0034 loss: 2.2902 03/09 12:32:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:32:51 - mmengine - INFO - Epoch(train) [119][ 700/2503] lr: 3.0490e-01 eta: 17:27:22 time: 0.1348 data_time: 0.0037 loss: 2.2336 03/09 12:33:05 - mmengine - INFO - Epoch(train) [119][ 800/2503] lr: 3.0483e-01 eta: 17:27:08 time: 0.1247 data_time: 0.0033 loss: 2.1594 03/09 12:33:19 - mmengine - INFO - Epoch(train) [119][ 900/2503] lr: 3.0476e-01 eta: 17:26:54 time: 0.1234 data_time: 0.0038 loss: 2.0195 03/09 12:33:32 - mmengine - INFO - Epoch(train) [119][1000/2503] lr: 3.0470e-01 eta: 17:26:40 time: 0.1264 data_time: 0.0040 loss: 2.2370 03/09 12:33:46 - mmengine - INFO - Epoch(train) [119][1100/2503] lr: 3.0463e-01 eta: 17:26:25 time: 0.0993 data_time: 0.0034 loss: 2.2356 03/09 12:33:59 - mmengine - INFO - Epoch(train) [119][1200/2503] lr: 3.0456e-01 eta: 17:26:11 time: 0.1181 data_time: 0.0033 loss: 2.2572 03/09 12:34:13 - mmengine - INFO - Epoch(train) [119][1300/2503] lr: 3.0450e-01 eta: 17:25:57 time: 0.1355 data_time: 0.0186 loss: 2.3090 03/09 12:34:27 - mmengine - INFO - Epoch(train) [119][1400/2503] lr: 3.0443e-01 eta: 17:25:43 time: 0.1303 data_time: 0.0035 loss: 2.2505 03/09 12:34:41 - mmengine - INFO - Epoch(train) [119][1500/2503] lr: 3.0436e-01 eta: 17:25:29 time: 0.1019 data_time: 0.0035 loss: 2.2037 03/09 12:34:54 - mmengine - INFO - Epoch(train) [119][1600/2503] lr: 3.0429e-01 eta: 17:25:14 time: 0.0977 data_time: 0.0040 loss: 2.1716 03/09 12:35:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:35:08 - mmengine - INFO - Epoch(train) [119][1700/2503] lr: 3.0423e-01 eta: 17:25:00 time: 0.1413 data_time: 0.0037 loss: 2.1811 03/09 12:35:21 - mmengine - INFO - Epoch(train) [119][1800/2503] lr: 3.0416e-01 eta: 17:24:46 time: 0.1214 data_time: 0.0259 loss: 2.0644 03/09 12:35:36 - mmengine - INFO - Epoch(train) [119][1900/2503] lr: 3.0409e-01 eta: 17:24:33 time: 0.1642 data_time: 0.0036 loss: 2.0690 03/09 12:35:49 - mmengine - INFO - Epoch(train) [119][2000/2503] lr: 3.0403e-01 eta: 17:24:18 time: 0.1462 data_time: 0.0034 loss: 2.1643 03/09 12:36:04 - mmengine - INFO - Epoch(train) [119][2100/2503] lr: 3.0396e-01 eta: 17:24:05 time: 0.1473 data_time: 0.0036 loss: 2.1573 03/09 12:36:17 - mmengine - INFO - Epoch(train) [119][2200/2503] lr: 3.0389e-01 eta: 17:23:50 time: 0.1402 data_time: 0.0036 loss: 2.1272 03/09 12:36:31 - mmengine - INFO - Epoch(train) [119][2300/2503] lr: 3.0383e-01 eta: 17:23:36 time: 0.1439 data_time: 0.0034 loss: 2.1951 03/09 12:36:44 - mmengine - INFO - Epoch(train) [119][2400/2503] lr: 3.0376e-01 eta: 17:23:21 time: 0.1264 data_time: 0.0034 loss: 2.0974 03/09 12:36:58 - mmengine - INFO - Epoch(train) [119][2500/2503] lr: 3.0369e-01 eta: 17:23:07 time: 0.1426 data_time: 0.0034 loss: 2.3247 03/09 12:36:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:36:58 - mmengine - INFO - Saving checkpoint at 119 epochs 03/09 12:37:27 - mmengine - INFO - Epoch(val) [119][98/98] accuracy/top1: 55.5060 accuracy/top5: 79.9160 03/09 12:37:42 - mmengine - INFO - Epoch(train) [120][ 100/2503] lr: 3.0362e-01 eta: 17:22:54 time: 0.1158 data_time: 0.0040 loss: 2.1077 03/09 12:37:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:37:55 - mmengine - INFO - Epoch(train) [120][ 200/2503] lr: 3.0356e-01 eta: 17:22:40 time: 0.1113 data_time: 0.0038 loss: 1.9954 03/09 12:38:09 - mmengine - INFO - Epoch(train) [120][ 300/2503] lr: 3.0349e-01 eta: 17:22:25 time: 0.1004 data_time: 0.0039 loss: 2.1608 03/09 12:38:23 - mmengine - INFO - Epoch(train) [120][ 400/2503] lr: 3.0342e-01 eta: 17:22:12 time: 0.1581 data_time: 0.0034 loss: 2.0167 03/09 12:38:37 - mmengine - INFO - Epoch(train) [120][ 500/2503] lr: 3.0335e-01 eta: 17:21:58 time: 0.1434 data_time: 0.0037 loss: 2.3445 03/09 12:38:50 - mmengine - INFO - Epoch(train) [120][ 600/2503] lr: 3.0329e-01 eta: 17:21:43 time: 0.1441 data_time: 0.0211 loss: 2.1148 03/09 12:39:04 - mmengine - INFO - Epoch(train) [120][ 700/2503] lr: 3.0322e-01 eta: 17:21:29 time: 0.1116 data_time: 0.0035 loss: 2.1902 03/09 12:39:18 - mmengine - INFO - Epoch(train) [120][ 800/2503] lr: 3.0315e-01 eta: 17:21:15 time: 0.1305 data_time: 0.0041 loss: 2.2534 03/09 12:39:33 - mmengine - INFO - Epoch(train) [120][ 900/2503] lr: 3.0309e-01 eta: 17:21:03 time: 0.1891 data_time: 0.0900 loss: 2.1620 03/09 12:39:47 - mmengine - INFO - Epoch(train) [120][1000/2503] lr: 3.0302e-01 eta: 17:20:49 time: 0.1587 data_time: 0.0033 loss: 2.1529 03/09 12:40:00 - mmengine - INFO - Epoch(train) [120][1100/2503] lr: 3.0295e-01 eta: 17:20:34 time: 0.1548 data_time: 0.0040 loss: 2.1164 03/09 12:40:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:40:14 - mmengine - INFO - Epoch(train) [120][1200/2503] lr: 3.0288e-01 eta: 17:20:21 time: 0.1029 data_time: 0.0038 loss: 2.1457 03/09 12:40:28 - mmengine - INFO - Epoch(train) [120][1300/2503] lr: 3.0282e-01 eta: 17:20:06 time: 0.1450 data_time: 0.0033 loss: 2.4402 03/09 12:40:42 - mmengine - INFO - Epoch(train) [120][1400/2503] lr: 3.0275e-01 eta: 17:19:53 time: 0.1430 data_time: 0.0035 loss: 2.1141 03/09 12:40:56 - mmengine - INFO - Epoch(train) [120][1500/2503] lr: 3.0268e-01 eta: 17:19:39 time: 0.1755 data_time: 0.0063 loss: 2.0678 03/09 12:41:09 - mmengine - INFO - Epoch(train) [120][1600/2503] lr: 3.0262e-01 eta: 17:19:25 time: 0.1823 data_time: 0.0032 loss: 2.3282 03/09 12:41:23 - mmengine - INFO - Epoch(train) [120][1700/2503] lr: 3.0255e-01 eta: 17:19:10 time: 0.1127 data_time: 0.0032 loss: 2.0297 03/09 12:41:37 - mmengine - INFO - Epoch(train) [120][1800/2503] lr: 3.0248e-01 eta: 17:18:56 time: 0.1346 data_time: 0.0035 loss: 2.1205 03/09 12:41:51 - mmengine - INFO - Epoch(train) [120][1900/2503] lr: 3.0242e-01 eta: 17:18:43 time: 0.1563 data_time: 0.0033 loss: 2.1866 03/09 12:42:04 - mmengine - INFO - Epoch(train) [120][2000/2503] lr: 3.0235e-01 eta: 17:18:27 time: 0.1373 data_time: 0.0035 loss: 2.2691 03/09 12:42:17 - mmengine - INFO - Epoch(train) [120][2100/2503] lr: 3.0228e-01 eta: 17:18:13 time: 0.1198 data_time: 0.0079 loss: 2.0001 03/09 12:42:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:42:32 - mmengine - INFO - Epoch(train) [120][2200/2503] lr: 3.0221e-01 eta: 17:17:59 time: 0.1515 data_time: 0.0033 loss: 2.1081 03/09 12:42:45 - mmengine - INFO - Epoch(train) [120][2300/2503] lr: 3.0215e-01 eta: 17:17:45 time: 0.1197 data_time: 0.0038 loss: 2.0070 03/09 12:42:59 - mmengine - INFO - Epoch(train) [120][2400/2503] lr: 3.0208e-01 eta: 17:17:31 time: 0.1331 data_time: 0.0034 loss: 2.1833 03/09 12:43:12 - mmengine - INFO - Epoch(train) [120][2500/2503] lr: 3.0201e-01 eta: 17:17:16 time: 0.1150 data_time: 0.0049 loss: 2.3446 03/09 12:43:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:43:13 - mmengine - INFO - Saving checkpoint at 120 epochs 03/09 12:43:40 - mmengine - INFO - Epoch(val) [120][98/98] accuracy/top1: 56.2400 accuracy/top5: 80.2880 03/09 12:43:55 - mmengine - INFO - Epoch(train) [121][ 100/2503] lr: 3.0194e-01 eta: 17:17:04 time: 0.1690 data_time: 0.0046 loss: 2.1637 03/09 12:44:09 - mmengine - INFO - Epoch(train) [121][ 200/2503] lr: 3.0188e-01 eta: 17:16:50 time: 0.1236 data_time: 0.0035 loss: 2.0831 03/09 12:44:23 - mmengine - INFO - Epoch(train) [121][ 300/2503] lr: 3.0181e-01 eta: 17:16:36 time: 0.1060 data_time: 0.0036 loss: 2.0452 03/09 12:44:37 - mmengine - INFO - Epoch(train) [121][ 400/2503] lr: 3.0174e-01 eta: 17:16:23 time: 0.1835 data_time: 0.0036 loss: 2.0771 03/09 12:44:51 - mmengine - INFO - Epoch(train) [121][ 500/2503] lr: 3.0168e-01 eta: 17:16:08 time: 0.1216 data_time: 0.0033 loss: 2.0865 03/09 12:45:05 - mmengine - INFO - Epoch(train) [121][ 600/2503] lr: 3.0161e-01 eta: 17:15:54 time: 0.1433 data_time: 0.0034 loss: 2.0907 03/09 12:45:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:45:19 - mmengine - INFO - Epoch(train) [121][ 700/2503] lr: 3.0154e-01 eta: 17:15:41 time: 0.1143 data_time: 0.0034 loss: 2.2182 03/09 12:45:32 - mmengine - INFO - Epoch(train) [121][ 800/2503] lr: 3.0148e-01 eta: 17:15:26 time: 0.1300 data_time: 0.0034 loss: 2.3247 03/09 12:45:46 - mmengine - INFO - Epoch(train) [121][ 900/2503] lr: 3.0141e-01 eta: 17:15:12 time: 0.1277 data_time: 0.0037 loss: 2.2689 03/09 12:46:00 - mmengine - INFO - Epoch(train) [121][1000/2503] lr: 3.0134e-01 eta: 17:14:58 time: 0.1214 data_time: 0.0041 loss: 2.1289 03/09 12:46:13 - mmengine - INFO - Epoch(train) [121][1100/2503] lr: 3.0127e-01 eta: 17:14:44 time: 0.1101 data_time: 0.0037 loss: 2.1626 03/09 12:46:28 - mmengine - INFO - Epoch(train) [121][1200/2503] lr: 3.0121e-01 eta: 17:14:31 time: 0.1693 data_time: 0.0033 loss: 2.0889 03/09 12:46:41 - mmengine - INFO - Epoch(train) [121][1300/2503] lr: 3.0114e-01 eta: 17:14:16 time: 0.1273 data_time: 0.0034 loss: 2.2399 03/09 12:46:55 - mmengine - INFO - Epoch(train) [121][1400/2503] lr: 3.0107e-01 eta: 17:14:02 time: 0.1714 data_time: 0.0031 loss: 2.2539 03/09 12:47:09 - mmengine - INFO - Epoch(train) [121][1500/2503] lr: 3.0101e-01 eta: 17:13:48 time: 0.1130 data_time: 0.0039 loss: 2.1303 03/09 12:47:22 - mmengine - INFO - Epoch(train) [121][1600/2503] lr: 3.0094e-01 eta: 17:13:34 time: 0.1553 data_time: 0.0033 loss: 2.3964 03/09 12:47:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:47:36 - mmengine - INFO - Epoch(train) [121][1700/2503] lr: 3.0087e-01 eta: 17:13:19 time: 0.1337 data_time: 0.0036 loss: 2.1883 03/09 12:47:50 - mmengine - INFO - Epoch(train) [121][1800/2503] lr: 3.0080e-01 eta: 17:13:05 time: 0.1139 data_time: 0.0034 loss: 2.1648 03/09 12:48:04 - mmengine - INFO - Epoch(train) [121][1900/2503] lr: 3.0074e-01 eta: 17:12:51 time: 0.1591 data_time: 0.0034 loss: 2.1368 03/09 12:48:17 - mmengine - INFO - Epoch(train) [121][2000/2503] lr: 3.0067e-01 eta: 17:12:37 time: 0.1032 data_time: 0.0036 loss: 2.1998 03/09 12:48:32 - mmengine - INFO - Epoch(train) [121][2100/2503] lr: 3.0060e-01 eta: 17:12:24 time: 0.1455 data_time: 0.0036 loss: 2.0916 03/09 12:48:45 - mmengine - INFO - Epoch(train) [121][2200/2503] lr: 3.0054e-01 eta: 17:12:10 time: 0.1345 data_time: 0.0038 loss: 2.1812 03/09 12:48:59 - mmengine - INFO - Epoch(train) [121][2300/2503] lr: 3.0047e-01 eta: 17:11:56 time: 0.1293 data_time: 0.0040 loss: 2.2314 03/09 12:49:13 - mmengine - INFO - Epoch(train) [121][2400/2503] lr: 3.0040e-01 eta: 17:11:42 time: 0.1359 data_time: 0.0089 loss: 2.0362 03/09 12:49:27 - mmengine - INFO - Epoch(train) [121][2500/2503] lr: 3.0034e-01 eta: 17:11:28 time: 0.1125 data_time: 0.0035 loss: 2.0641 03/09 12:49:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:49:27 - mmengine - INFO - Saving checkpoint at 121 epochs 03/09 12:49:55 - mmengine - INFO - Epoch(val) [121][98/98] accuracy/top1: 55.4980 accuracy/top5: 80.0180 03/09 12:50:10 - mmengine - INFO - Epoch(train) [122][ 100/2503] lr: 3.0027e-01 eta: 17:11:15 time: 0.1399 data_time: 0.0222 loss: 2.3021 03/09 12:50:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:50:24 - mmengine - INFO - Epoch(train) [122][ 200/2503] lr: 3.0020e-01 eta: 17:11:01 time: 0.0990 data_time: 0.0037 loss: 2.0518 03/09 12:50:38 - mmengine - INFO - Epoch(train) [122][ 300/2503] lr: 3.0013e-01 eta: 17:10:47 time: 0.1304 data_time: 0.0033 loss: 2.1476 03/09 12:50:51 - mmengine - INFO - Epoch(train) [122][ 400/2503] lr: 3.0007e-01 eta: 17:10:32 time: 0.1231 data_time: 0.0037 loss: 2.0647 03/09 12:51:05 - mmengine - INFO - Epoch(train) [122][ 500/2503] lr: 3.0000e-01 eta: 17:10:18 time: 0.1336 data_time: 0.0035 loss: 2.1695 03/09 12:51:18 - mmengine - INFO - Epoch(train) [122][ 600/2503] lr: 2.9993e-01 eta: 17:10:04 time: 0.1241 data_time: 0.0034 loss: 2.1654 03/09 12:51:32 - mmengine - INFO - Epoch(train) [122][ 700/2503] lr: 2.9986e-01 eta: 17:09:49 time: 0.1169 data_time: 0.0037 loss: 2.3047 03/09 12:51:46 - mmengine - INFO - Epoch(train) [122][ 800/2503] lr: 2.9980e-01 eta: 17:09:35 time: 0.0977 data_time: 0.0036 loss: 2.0614 03/09 12:51:59 - mmengine - INFO - Epoch(train) [122][ 900/2503] lr: 2.9973e-01 eta: 17:09:21 time: 0.1372 data_time: 0.0039 loss: 2.2732 03/09 12:52:13 - mmengine - INFO - Epoch(train) [122][1000/2503] lr: 2.9966e-01 eta: 17:09:07 time: 0.1469 data_time: 0.0034 loss: 2.2188 03/09 12:52:27 - mmengine - INFO - Epoch(train) [122][1100/2503] lr: 2.9960e-01 eta: 17:08:53 time: 0.1283 data_time: 0.0045 loss: 2.1560 03/09 12:52:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:52:40 - mmengine - INFO - Epoch(train) [122][1200/2503] lr: 2.9953e-01 eta: 17:08:38 time: 0.1116 data_time: 0.0033 loss: 2.1703 03/09 12:52:54 - mmengine - INFO - Epoch(train) [122][1300/2503] lr: 2.9946e-01 eta: 17:08:23 time: 0.1224 data_time: 0.0087 loss: 2.1363 03/09 12:53:07 - mmengine - INFO - Epoch(train) [122][1400/2503] lr: 2.9940e-01 eta: 17:08:09 time: 0.1435 data_time: 0.0036 loss: 2.2132 03/09 12:53:21 - mmengine - INFO - Epoch(train) [122][1500/2503] lr: 2.9933e-01 eta: 17:07:55 time: 0.1163 data_time: 0.0034 loss: 2.2570 03/09 12:53:34 - mmengine - INFO - Epoch(train) [122][1600/2503] lr: 2.9926e-01 eta: 17:07:41 time: 0.1351 data_time: 0.0036 loss: 2.0214 03/09 12:53:48 - mmengine - INFO - Epoch(train) [122][1700/2503] lr: 2.9919e-01 eta: 17:07:26 time: 0.1207 data_time: 0.0034 loss: 2.1437 03/09 12:54:02 - mmengine - INFO - Epoch(train) [122][1800/2503] lr: 2.9913e-01 eta: 17:07:12 time: 0.1275 data_time: 0.0034 loss: 2.1938 03/09 12:54:16 - mmengine - INFO - Epoch(train) [122][1900/2503] lr: 2.9906e-01 eta: 17:06:58 time: 0.1429 data_time: 0.0034 loss: 2.0935 03/09 12:54:29 - mmengine - INFO - Epoch(train) [122][2000/2503] lr: 2.9899e-01 eta: 17:06:44 time: 0.1472 data_time: 0.0034 loss: 2.1899 03/09 12:54:43 - mmengine - INFO - Epoch(train) [122][2100/2503] lr: 2.9893e-01 eta: 17:06:29 time: 0.1085 data_time: 0.0033 loss: 2.0571 03/09 12:54:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:54:56 - mmengine - INFO - Epoch(train) [122][2200/2503] lr: 2.9886e-01 eta: 17:06:15 time: 0.1318 data_time: 0.0036 loss: 2.1409 03/09 12:55:10 - mmengine - INFO - Epoch(train) [122][2300/2503] lr: 2.9879e-01 eta: 17:06:01 time: 0.1453 data_time: 0.0031 loss: 2.3142 03/09 12:55:24 - mmengine - INFO - Epoch(train) [122][2400/2503] lr: 2.9872e-01 eta: 17:05:47 time: 0.1426 data_time: 0.0290 loss: 2.2865 03/09 12:55:37 - mmengine - INFO - Epoch(train) [122][2500/2503] lr: 2.9866e-01 eta: 17:05:32 time: 0.1071 data_time: 0.0047 loss: 2.1450 03/09 12:55:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:55:38 - mmengine - INFO - Saving checkpoint at 122 epochs 03/09 12:56:06 - mmengine - INFO - Epoch(val) [122][98/98] accuracy/top1: 56.5820 accuracy/top5: 80.2600 03/09 12:56:21 - mmengine - INFO - Epoch(train) [123][ 100/2503] lr: 2.9859e-01 eta: 17:05:20 time: 0.1326 data_time: 0.0042 loss: 1.9830 03/09 12:56:35 - mmengine - INFO - Epoch(train) [123][ 200/2503] lr: 2.9852e-01 eta: 17:05:06 time: 0.1541 data_time: 0.0034 loss: 2.0820 03/09 12:56:48 - mmengine - INFO - Epoch(train) [123][ 300/2503] lr: 2.9845e-01 eta: 17:04:52 time: 0.1335 data_time: 0.0036 loss: 2.0421 03/09 12:57:03 - mmengine - INFO - Epoch(train) [123][ 400/2503] lr: 2.9839e-01 eta: 17:04:38 time: 0.1540 data_time: 0.0037 loss: 2.1195 03/09 12:57:16 - mmengine - INFO - Epoch(train) [123][ 500/2503] lr: 2.9832e-01 eta: 17:04:24 time: 0.0980 data_time: 0.0036 loss: 2.0265 03/09 12:57:31 - mmengine - INFO - Epoch(train) [123][ 600/2503] lr: 2.9825e-01 eta: 17:04:11 time: 0.1603 data_time: 0.0072 loss: 2.0284 03/09 12:57:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 12:57:44 - mmengine - INFO - Epoch(train) [123][ 700/2503] lr: 2.9819e-01 eta: 17:03:56 time: 0.1076 data_time: 0.0037 loss: 2.1975 03/09 12:57:58 - mmengine - INFO - Epoch(train) [123][ 800/2503] lr: 2.9812e-01 eta: 17:03:42 time: 0.1251 data_time: 0.0033 loss: 2.1554 03/09 12:58:11 - mmengine - INFO - Epoch(train) [123][ 900/2503] lr: 2.9805e-01 eta: 17:03:28 time: 0.1310 data_time: 0.0039 loss: 2.0933 03/09 12:58:25 - mmengine - INFO - Epoch(train) [123][1000/2503] lr: 2.9799e-01 eta: 17:03:14 time: 0.1442 data_time: 0.0036 loss: 2.1007 03/09 12:58:39 - mmengine - INFO - Epoch(train) [123][1100/2503] lr: 2.9792e-01 eta: 17:03:00 time: 0.1096 data_time: 0.0043 loss: 2.3173 03/09 12:58:53 - mmengine - INFO - Epoch(train) [123][1200/2503] lr: 2.9785e-01 eta: 17:02:46 time: 0.1486 data_time: 0.0333 loss: 2.3089 03/09 12:59:06 - mmengine - INFO - Epoch(train) [123][1300/2503] lr: 2.9778e-01 eta: 17:02:31 time: 0.1419 data_time: 0.0033 loss: 2.2250 03/09 12:59:20 - mmengine - INFO - Epoch(train) [123][1400/2503] lr: 2.9772e-01 eta: 17:02:17 time: 0.1445 data_time: 0.0034 loss: 2.1344 03/09 12:59:34 - mmengine - INFO - Epoch(train) [123][1500/2503] lr: 2.9765e-01 eta: 17:02:03 time: 0.1132 data_time: 0.0032 loss: 2.1892 03/09 12:59:48 - mmengine - INFO - Epoch(train) [123][1600/2503] lr: 2.9758e-01 eta: 17:01:49 time: 0.1339 data_time: 0.0036 loss: 2.2691 03/09 12:59:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:00:01 - mmengine - INFO - Epoch(train) [123][1700/2503] lr: 2.9752e-01 eta: 17:01:35 time: 0.1499 data_time: 0.0085 loss: 2.1855 03/09 13:00:15 - mmengine - INFO - Epoch(train) [123][1800/2503] lr: 2.9745e-01 eta: 17:01:21 time: 0.1412 data_time: 0.0038 loss: 2.0275 03/09 13:00:29 - mmengine - INFO - Epoch(train) [123][1900/2503] lr: 2.9738e-01 eta: 17:01:07 time: 0.1433 data_time: 0.0034 loss: 2.0425 03/09 13:00:43 - mmengine - INFO - Epoch(train) [123][2000/2503] lr: 2.9732e-01 eta: 17:00:53 time: 0.0962 data_time: 0.0036 loss: 2.2145 03/09 13:00:56 - mmengine - INFO - Epoch(train) [123][2100/2503] lr: 2.9725e-01 eta: 17:00:39 time: 0.1310 data_time: 0.0035 loss: 2.2995 03/09 13:01:10 - mmengine - INFO - Epoch(train) [123][2200/2503] lr: 2.9718e-01 eta: 17:00:25 time: 0.1209 data_time: 0.0038 loss: 2.1215 03/09 13:01:24 - mmengine - INFO - Epoch(train) [123][2300/2503] lr: 2.9711e-01 eta: 17:00:11 time: 0.1268 data_time: 0.0036 loss: 2.3095 03/09 13:01:37 - mmengine - INFO - Epoch(train) [123][2400/2503] lr: 2.9705e-01 eta: 16:59:56 time: 0.1267 data_time: 0.0079 loss: 2.3391 03/09 13:01:51 - mmengine - INFO - Epoch(train) [123][2500/2503] lr: 2.9698e-01 eta: 16:59:42 time: 0.1432 data_time: 0.0056 loss: 2.1442 03/09 13:01:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:01:51 - mmengine - INFO - Saving checkpoint at 123 epochs 03/09 13:02:18 - mmengine - INFO - Epoch(val) [123][98/98] accuracy/top1: 56.0460 accuracy/top5: 79.7060 03/09 13:02:33 - mmengine - INFO - Epoch(train) [124][ 100/2503] lr: 2.9691e-01 eta: 16:59:29 time: 0.1268 data_time: 0.0039 loss: 2.1181 03/09 13:02:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:02:47 - mmengine - INFO - Epoch(train) [124][ 200/2503] lr: 2.9684e-01 eta: 16:59:15 time: 0.1412 data_time: 0.0035 loss: 2.0648 03/09 13:03:01 - mmengine - INFO - Epoch(train) [124][ 300/2503] lr: 2.9678e-01 eta: 16:59:01 time: 0.0980 data_time: 0.0032 loss: 2.1603 03/09 13:03:15 - mmengine - INFO - Epoch(train) [124][ 400/2503] lr: 2.9671e-01 eta: 16:58:47 time: 0.1689 data_time: 0.0032 loss: 2.1170 03/09 13:03:29 - mmengine - INFO - Epoch(train) [124][ 500/2503] lr: 2.9664e-01 eta: 16:58:33 time: 0.1721 data_time: 0.0038 loss: 2.2536 03/09 13:03:42 - mmengine - INFO - Epoch(train) [124][ 600/2503] lr: 2.9658e-01 eta: 16:58:19 time: 0.1126 data_time: 0.0039 loss: 1.9662 03/09 13:03:56 - mmengine - INFO - Epoch(train) [124][ 700/2503] lr: 2.9651e-01 eta: 16:58:05 time: 0.1138 data_time: 0.0040 loss: 2.0609 03/09 13:04:10 - mmengine - INFO - Epoch(train) [124][ 800/2503] lr: 2.9644e-01 eta: 16:57:51 time: 0.1453 data_time: 0.0041 loss: 2.3706 03/09 13:04:23 - mmengine - INFO - Epoch(train) [124][ 900/2503] lr: 2.9637e-01 eta: 16:57:37 time: 0.1401 data_time: 0.0041 loss: 2.2078 03/09 13:04:37 - mmengine - INFO - Epoch(train) [124][1000/2503] lr: 2.9631e-01 eta: 16:57:23 time: 0.1431 data_time: 0.0035 loss: 2.0470 03/09 13:04:51 - mmengine - INFO - Epoch(train) [124][1100/2503] lr: 2.9624e-01 eta: 16:57:09 time: 0.1614 data_time: 0.0035 loss: 2.1549 03/09 13:04:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:05:05 - mmengine - INFO - Epoch(train) [124][1200/2503] lr: 2.9617e-01 eta: 16:56:55 time: 0.1340 data_time: 0.0033 loss: 2.1460 03/09 13:05:19 - mmengine - INFO - Epoch(train) [124][1300/2503] lr: 2.9611e-01 eta: 16:56:41 time: 0.1384 data_time: 0.0032 loss: 2.2644 03/09 13:05:32 - mmengine - INFO - Epoch(train) [124][1400/2503] lr: 2.9604e-01 eta: 16:56:26 time: 0.1069 data_time: 0.0039 loss: 2.1367 03/09 13:05:46 - mmengine - INFO - Epoch(train) [124][1500/2503] lr: 2.9597e-01 eta: 16:56:12 time: 0.1120 data_time: 0.0038 loss: 2.1725 03/09 13:06:00 - mmengine - INFO - Epoch(train) [124][1600/2503] lr: 2.9591e-01 eta: 16:55:58 time: 0.1690 data_time: 0.0034 loss: 2.1498 03/09 13:06:13 - mmengine - INFO - Epoch(train) [124][1700/2503] lr: 2.9584e-01 eta: 16:55:44 time: 0.1259 data_time: 0.0128 loss: 2.1649 03/09 13:06:27 - mmengine - INFO - Epoch(train) [124][1800/2503] lr: 2.9577e-01 eta: 16:55:30 time: 0.1326 data_time: 0.0039 loss: 2.1135 03/09 13:06:41 - mmengine - INFO - Epoch(train) [124][1900/2503] lr: 2.9570e-01 eta: 16:55:16 time: 0.1580 data_time: 0.0036 loss: 2.2059 03/09 13:06:55 - mmengine - INFO - Epoch(train) [124][2000/2503] lr: 2.9564e-01 eta: 16:55:02 time: 0.1516 data_time: 0.0034 loss: 2.0307 03/09 13:07:09 - mmengine - INFO - Epoch(train) [124][2100/2503] lr: 2.9557e-01 eta: 16:54:48 time: 0.1723 data_time: 0.0033 loss: 2.2210 03/09 13:07:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:07:22 - mmengine - INFO - Epoch(train) [124][2200/2503] lr: 2.9550e-01 eta: 16:54:34 time: 0.1260 data_time: 0.0036 loss: 2.1402 03/09 13:07:36 - mmengine - INFO - Epoch(train) [124][2300/2503] lr: 2.9544e-01 eta: 16:54:19 time: 0.1295 data_time: 0.0035 loss: 2.0685 03/09 13:07:50 - mmengine - INFO - Epoch(train) [124][2400/2503] lr: 2.9537e-01 eta: 16:54:05 time: 0.1385 data_time: 0.0034 loss: 2.2074 03/09 13:08:03 - mmengine - INFO - Epoch(train) [124][2500/2503] lr: 2.9530e-01 eta: 16:53:51 time: 0.1033 data_time: 0.0037 loss: 1.9935 03/09 13:08:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:08:03 - mmengine - INFO - Saving checkpoint at 124 epochs 03/09 13:08:30 - mmengine - INFO - Epoch(val) [124][98/98] accuracy/top1: 56.4440 accuracy/top5: 80.3380 03/09 13:08:45 - mmengine - INFO - Epoch(train) [125][ 100/2503] lr: 2.9523e-01 eta: 16:53:38 time: 0.1415 data_time: 0.0034 loss: 2.1121 03/09 13:08:59 - mmengine - INFO - Epoch(train) [125][ 200/2503] lr: 2.9517e-01 eta: 16:53:23 time: 0.0994 data_time: 0.0042 loss: 2.2080 03/09 13:09:13 - mmengine - INFO - Epoch(train) [125][ 300/2503] lr: 2.9510e-01 eta: 16:53:10 time: 0.1348 data_time: 0.0040 loss: 2.1283 03/09 13:09:27 - mmengine - INFO - Epoch(train) [125][ 400/2503] lr: 2.9503e-01 eta: 16:52:56 time: 0.1318 data_time: 0.0033 loss: 2.1352 03/09 13:09:41 - mmengine - INFO - Epoch(train) [125][ 500/2503] lr: 2.9496e-01 eta: 16:52:42 time: 0.1821 data_time: 0.0034 loss: 2.3400 03/09 13:09:54 - mmengine - INFO - Epoch(train) [125][ 600/2503] lr: 2.9490e-01 eta: 16:52:27 time: 0.1401 data_time: 0.0033 loss: 2.1145 03/09 13:09:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:10:08 - mmengine - INFO - Epoch(train) [125][ 700/2503] lr: 2.9483e-01 eta: 16:52:13 time: 0.1314 data_time: 0.0040 loss: 2.1066 03/09 13:10:21 - mmengine - INFO - Epoch(train) [125][ 800/2503] lr: 2.9476e-01 eta: 16:51:58 time: 0.1281 data_time: 0.0037 loss: 2.1255 03/09 13:10:35 - mmengine - INFO - Epoch(train) [125][ 900/2503] lr: 2.9470e-01 eta: 16:51:44 time: 0.1151 data_time: 0.0068 loss: 2.0522 03/09 13:10:49 - mmengine - INFO - Epoch(train) [125][1000/2503] lr: 2.9463e-01 eta: 16:51:30 time: 0.1318 data_time: 0.0035 loss: 2.1509 03/09 13:11:02 - mmengine - INFO - Epoch(train) [125][1100/2503] lr: 2.9456e-01 eta: 16:51:16 time: 0.1540 data_time: 0.0033 loss: 2.2511 03/09 13:11:16 - mmengine - INFO - Epoch(train) [125][1200/2503] lr: 2.9450e-01 eta: 16:51:02 time: 0.1266 data_time: 0.0036 loss: 2.0904 03/09 13:11:29 - mmengine - INFO - Epoch(train) [125][1300/2503] lr: 2.9443e-01 eta: 16:50:47 time: 0.1154 data_time: 0.0037 loss: 2.1906 03/09 13:11:43 - mmengine - INFO - Epoch(train) [125][1400/2503] lr: 2.9436e-01 eta: 16:50:34 time: 0.1269 data_time: 0.0035 loss: 2.2755 03/09 13:11:57 - mmengine - INFO - Epoch(train) [125][1500/2503] lr: 2.9429e-01 eta: 16:50:19 time: 0.1257 data_time: 0.0042 loss: 2.2393 03/09 13:12:11 - mmengine - INFO - Epoch(train) [125][1600/2503] lr: 2.9423e-01 eta: 16:50:05 time: 0.1273 data_time: 0.0355 loss: 2.1887 03/09 13:12:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:12:24 - mmengine - INFO - Epoch(train) [125][1700/2503] lr: 2.9416e-01 eta: 16:49:51 time: 0.1115 data_time: 0.0035 loss: 2.2366 03/09 13:12:38 - mmengine - INFO - Epoch(train) [125][1800/2503] lr: 2.9409e-01 eta: 16:49:37 time: 0.1311 data_time: 0.0034 loss: 2.0111 03/09 13:12:51 - mmengine - INFO - Epoch(train) [125][1900/2503] lr: 2.9403e-01 eta: 16:49:22 time: 0.1451 data_time: 0.0039 loss: 2.2381 03/09 13:13:05 - mmengine - INFO - Epoch(train) [125][2000/2503] lr: 2.9396e-01 eta: 16:49:08 time: 0.1372 data_time: 0.0037 loss: 2.1132 03/09 13:13:19 - mmengine - INFO - Epoch(train) [125][2100/2503] lr: 2.9389e-01 eta: 16:48:54 time: 0.1621 data_time: 0.0033 loss: 2.3370 03/09 13:13:33 - mmengine - INFO - Epoch(train) [125][2200/2503] lr: 2.9383e-01 eta: 16:48:40 time: 0.1117 data_time: 0.0178 loss: 2.2686 03/09 13:13:46 - mmengine - INFO - Epoch(train) [125][2300/2503] lr: 2.9376e-01 eta: 16:48:26 time: 0.1052 data_time: 0.0035 loss: 2.3945 03/09 13:14:00 - mmengine - INFO - Epoch(train) [125][2400/2503] lr: 2.9369e-01 eta: 16:48:12 time: 0.1572 data_time: 0.0121 loss: 2.1283 03/09 13:14:14 - mmengine - INFO - Epoch(train) [125][2500/2503] lr: 2.9362e-01 eta: 16:47:57 time: 0.1279 data_time: 0.0048 loss: 2.2018 03/09 13:14:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:14:14 - mmengine - INFO - Saving checkpoint at 125 epochs 03/09 13:14:42 - mmengine - INFO - Epoch(val) [125][98/98] accuracy/top1: 56.2460 accuracy/top5: 80.0900 03/09 13:14:58 - mmengine - INFO - Epoch(train) [126][ 100/2503] lr: 2.9356e-01 eta: 16:47:45 time: 0.1651 data_time: 0.0034 loss: 2.0865 03/09 13:15:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:15:11 - mmengine - INFO - Epoch(train) [126][ 200/2503] lr: 2.9349e-01 eta: 16:47:30 time: 0.1347 data_time: 0.0038 loss: 2.2469 03/09 13:15:24 - mmengine - INFO - Epoch(train) [126][ 300/2503] lr: 2.9342e-01 eta: 16:47:16 time: 0.1101 data_time: 0.0034 loss: 2.1712 03/09 13:15:38 - mmengine - INFO - Epoch(train) [126][ 400/2503] lr: 2.9335e-01 eta: 16:47:02 time: 0.1491 data_time: 0.0407 loss: 2.0233 03/09 13:15:52 - mmengine - INFO - Epoch(train) [126][ 500/2503] lr: 2.9329e-01 eta: 16:46:48 time: 0.1123 data_time: 0.0046 loss: 2.0172 03/09 13:16:06 - mmengine - INFO - Epoch(train) [126][ 600/2503] lr: 2.9322e-01 eta: 16:46:34 time: 0.1346 data_time: 0.0034 loss: 2.0742 03/09 13:16:20 - mmengine - INFO - Epoch(train) [126][ 700/2503] lr: 2.9315e-01 eta: 16:46:20 time: 0.1520 data_time: 0.0038 loss: 2.1776 03/09 13:16:34 - mmengine - INFO - Epoch(train) [126][ 800/2503] lr: 2.9309e-01 eta: 16:46:07 time: 0.1324 data_time: 0.0039 loss: 1.9785 03/09 13:16:47 - mmengine - INFO - Epoch(train) [126][ 900/2503] lr: 2.9302e-01 eta: 16:45:52 time: 0.1064 data_time: 0.0093 loss: 2.2219 03/09 13:17:01 - mmengine - INFO - Epoch(train) [126][1000/2503] lr: 2.9295e-01 eta: 16:45:37 time: 0.1285 data_time: 0.0152 loss: 2.0915 03/09 13:17:14 - mmengine - INFO - Epoch(train) [126][1100/2503] lr: 2.9288e-01 eta: 16:45:23 time: 0.1211 data_time: 0.0187 loss: 2.1179 03/09 13:17:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:17:28 - mmengine - INFO - Epoch(train) [126][1200/2503] lr: 2.9282e-01 eta: 16:45:09 time: 0.1459 data_time: 0.0056 loss: 2.0765 03/09 13:17:42 - mmengine - INFO - Epoch(train) [126][1300/2503] lr: 2.9275e-01 eta: 16:44:55 time: 0.1446 data_time: 0.0124 loss: 2.0752 03/09 13:17:55 - mmengine - INFO - Epoch(train) [126][1400/2503] lr: 2.9268e-01 eta: 16:44:40 time: 0.1546 data_time: 0.0036 loss: 2.1649 03/09 13:18:09 - mmengine - INFO - Epoch(train) [126][1500/2503] lr: 2.9262e-01 eta: 16:44:26 time: 0.1342 data_time: 0.0039 loss: 2.1231 03/09 13:18:22 - mmengine - INFO - Epoch(train) [126][1600/2503] lr: 2.9255e-01 eta: 16:44:11 time: 0.1258 data_time: 0.0032 loss: 2.0547 03/09 13:18:37 - mmengine - INFO - Epoch(train) [126][1700/2503] lr: 2.9248e-01 eta: 16:43:59 time: 0.1350 data_time: 0.0041 loss: 2.1112 03/09 13:18:51 - mmengine - INFO - Epoch(train) [126][1800/2503] lr: 2.9242e-01 eta: 16:43:45 time: 0.1339 data_time: 0.0347 loss: 2.1745 03/09 13:19:04 - mmengine - INFO - Epoch(train) [126][1900/2503] lr: 2.9235e-01 eta: 16:43:30 time: 0.1182 data_time: 0.0040 loss: 2.1641 03/09 13:19:18 - mmengine - INFO - Epoch(train) [126][2000/2503] lr: 2.9228e-01 eta: 16:43:17 time: 0.1506 data_time: 0.0043 loss: 2.2448 03/09 13:19:32 - mmengine - INFO - Epoch(train) [126][2100/2503] lr: 2.9221e-01 eta: 16:43:02 time: 0.1435 data_time: 0.0040 loss: 2.1095 03/09 13:19:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:19:46 - mmengine - INFO - Epoch(train) [126][2200/2503] lr: 2.9215e-01 eta: 16:42:48 time: 0.1688 data_time: 0.0041 loss: 2.0417 03/09 13:19:59 - mmengine - INFO - Epoch(train) [126][2300/2503] lr: 2.9208e-01 eta: 16:42:34 time: 0.1271 data_time: 0.0041 loss: 2.0851 03/09 13:20:13 - mmengine - INFO - Epoch(train) [126][2400/2503] lr: 2.9201e-01 eta: 16:42:20 time: 0.1344 data_time: 0.0035 loss: 2.2608 03/09 13:20:27 - mmengine - INFO - Epoch(train) [126][2500/2503] lr: 2.9195e-01 eta: 16:42:06 time: 0.1377 data_time: 0.0052 loss: 2.0993 03/09 13:20:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:20:28 - mmengine - INFO - Saving checkpoint at 126 epochs 03/09 13:20:55 - mmengine - INFO - Epoch(val) [126][98/98] accuracy/top1: 55.7640 accuracy/top5: 79.9680 03/09 13:21:11 - mmengine - INFO - Epoch(train) [127][ 100/2503] lr: 2.9188e-01 eta: 16:41:54 time: 0.1359 data_time: 0.0237 loss: 2.2030 03/09 13:21:25 - mmengine - INFO - Epoch(train) [127][ 200/2503] lr: 2.9181e-01 eta: 16:41:41 time: 0.1622 data_time: 0.0042 loss: 2.0610 03/09 13:21:39 - mmengine - INFO - Epoch(train) [127][ 300/2503] lr: 2.9174e-01 eta: 16:41:27 time: 0.1277 data_time: 0.0046 loss: 2.3490 03/09 13:21:53 - mmengine - INFO - Epoch(train) [127][ 400/2503] lr: 2.9168e-01 eta: 16:41:13 time: 0.1348 data_time: 0.0041 loss: 2.1453 03/09 13:22:07 - mmengine - INFO - Epoch(train) [127][ 500/2503] lr: 2.9161e-01 eta: 16:40:59 time: 0.1519 data_time: 0.0122 loss: 2.2763 03/09 13:22:20 - mmengine - INFO - Epoch(train) [127][ 600/2503] lr: 2.9154e-01 eta: 16:40:45 time: 0.1422 data_time: 0.0040 loss: 2.0590 03/09 13:22:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:22:35 - mmengine - INFO - Epoch(train) [127][ 700/2503] lr: 2.9148e-01 eta: 16:40:31 time: 0.1673 data_time: 0.0038 loss: 2.1981 03/09 13:22:48 - mmengine - INFO - Epoch(train) [127][ 800/2503] lr: 2.9141e-01 eta: 16:40:17 time: 0.1441 data_time: 0.0036 loss: 2.1596 03/09 13:23:02 - mmengine - INFO - Epoch(train) [127][ 900/2503] lr: 2.9134e-01 eta: 16:40:03 time: 0.1421 data_time: 0.0035 loss: 2.1865 03/09 13:23:16 - mmengine - INFO - Epoch(train) [127][1000/2503] lr: 2.9127e-01 eta: 16:39:49 time: 0.1579 data_time: 0.0039 loss: 2.1654 03/09 13:23:30 - mmengine - INFO - Epoch(train) [127][1100/2503] lr: 2.9121e-01 eta: 16:39:35 time: 0.1622 data_time: 0.0035 loss: 2.1243 03/09 13:23:44 - mmengine - INFO - Epoch(train) [127][1200/2503] lr: 2.9114e-01 eta: 16:39:21 time: 0.1440 data_time: 0.0039 loss: 2.0233 03/09 13:23:57 - mmengine - INFO - Epoch(train) [127][1300/2503] lr: 2.9107e-01 eta: 16:39:07 time: 0.1382 data_time: 0.0036 loss: 2.2238 03/09 13:24:11 - mmengine - INFO - Epoch(train) [127][1400/2503] lr: 2.9101e-01 eta: 16:38:53 time: 0.1348 data_time: 0.0037 loss: 2.1857 03/09 13:24:25 - mmengine - INFO - Epoch(train) [127][1500/2503] lr: 2.9094e-01 eta: 16:38:38 time: 0.1323 data_time: 0.0033 loss: 2.2283 03/09 13:24:38 - mmengine - INFO - Epoch(train) [127][1600/2503] lr: 2.9087e-01 eta: 16:38:24 time: 0.1242 data_time: 0.0032 loss: 2.0655 03/09 13:24:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:24:52 - mmengine - INFO - Epoch(train) [127][1700/2503] lr: 2.9080e-01 eta: 16:38:10 time: 0.1526 data_time: 0.0036 loss: 2.0476 03/09 13:25:06 - mmengine - INFO - Epoch(train) [127][1800/2503] lr: 2.9074e-01 eta: 16:37:57 time: 0.1317 data_time: 0.0034 loss: 2.2709 03/09 13:25:20 - mmengine - INFO - Epoch(train) [127][1900/2503] lr: 2.9067e-01 eta: 16:37:43 time: 0.1572 data_time: 0.0036 loss: 2.2343 03/09 13:25:34 - mmengine - INFO - Epoch(train) [127][2000/2503] lr: 2.9060e-01 eta: 16:37:29 time: 0.1450 data_time: 0.0043 loss: 2.2090 03/09 13:25:48 - mmengine - INFO - Epoch(train) [127][2100/2503] lr: 2.9054e-01 eta: 16:37:15 time: 0.1242 data_time: 0.0035 loss: 2.1801 03/09 13:26:01 - mmengine - INFO - Epoch(train) [127][2200/2503] lr: 2.9047e-01 eta: 16:37:00 time: 0.1389 data_time: 0.0037 loss: 2.2472 03/09 13:26:15 - mmengine - INFO - Epoch(train) [127][2300/2503] lr: 2.9040e-01 eta: 16:36:46 time: 0.1205 data_time: 0.0036 loss: 2.1939 03/09 13:26:28 - mmengine - INFO - Epoch(train) [127][2400/2503] lr: 2.9034e-01 eta: 16:36:32 time: 0.1373 data_time: 0.0067 loss: 2.2541 03/09 13:26:42 - mmengine - INFO - Epoch(train) [127][2500/2503] lr: 2.9027e-01 eta: 16:36:17 time: 0.1240 data_time: 0.0050 loss: 2.1938 03/09 13:26:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:26:42 - mmengine - INFO - Saving checkpoint at 127 epochs 03/09 13:27:10 - mmengine - INFO - Epoch(val) [127][98/98] accuracy/top1: 55.2040 accuracy/top5: 79.4800 03/09 13:27:25 - mmengine - INFO - Epoch(train) [128][ 100/2503] lr: 2.9020e-01 eta: 16:36:04 time: 0.1216 data_time: 0.0037 loss: 2.1031 03/09 13:27:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:27:38 - mmengine - INFO - Epoch(train) [128][ 200/2503] lr: 2.9013e-01 eta: 16:35:50 time: 0.1202 data_time: 0.0035 loss: 2.0410 03/09 13:27:52 - mmengine - INFO - Epoch(train) [128][ 300/2503] lr: 2.9007e-01 eta: 16:35:35 time: 0.1117 data_time: 0.0035 loss: 2.3508 03/09 13:28:05 - mmengine - INFO - Epoch(train) [128][ 400/2503] lr: 2.9000e-01 eta: 16:35:21 time: 0.1372 data_time: 0.0035 loss: 2.1348 03/09 13:28:19 - mmengine - INFO - Epoch(train) [128][ 500/2503] lr: 2.8993e-01 eta: 16:35:07 time: 0.1391 data_time: 0.0036 loss: 2.0275 03/09 13:28:33 - mmengine - INFO - Epoch(train) [128][ 600/2503] lr: 2.8986e-01 eta: 16:34:53 time: 0.1383 data_time: 0.0034 loss: 2.1536 03/09 13:28:47 - mmengine - INFO - Epoch(train) [128][ 700/2503] lr: 2.8980e-01 eta: 16:34:40 time: 0.1681 data_time: 0.0035 loss: 2.2264 03/09 13:29:01 - mmengine - INFO - Epoch(train) [128][ 800/2503] lr: 2.8973e-01 eta: 16:34:25 time: 0.1001 data_time: 0.0041 loss: 2.0952 03/09 13:29:14 - mmengine - INFO - Epoch(train) [128][ 900/2503] lr: 2.8966e-01 eta: 16:34:11 time: 0.1312 data_time: 0.0040 loss: 2.1707 03/09 13:29:28 - mmengine - INFO - Epoch(train) [128][1000/2503] lr: 2.8960e-01 eta: 16:33:57 time: 0.1825 data_time: 0.0034 loss: 2.3236 03/09 13:29:42 - mmengine - INFO - Epoch(train) [128][1100/2503] lr: 2.8953e-01 eta: 16:33:43 time: 0.1417 data_time: 0.0037 loss: 2.1392 03/09 13:29:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:29:56 - mmengine - INFO - Epoch(train) [128][1200/2503] lr: 2.8946e-01 eta: 16:33:29 time: 0.1018 data_time: 0.0036 loss: 2.0335 03/09 13:30:10 - mmengine - INFO - Epoch(train) [128][1300/2503] lr: 2.8940e-01 eta: 16:33:16 time: 0.1377 data_time: 0.0035 loss: 2.0757 03/09 13:30:24 - mmengine - INFO - Epoch(train) [128][1400/2503] lr: 2.8933e-01 eta: 16:33:02 time: 0.1316 data_time: 0.0035 loss: 2.2478 03/09 13:30:38 - mmengine - INFO - Epoch(train) [128][1500/2503] lr: 2.8926e-01 eta: 16:32:48 time: 0.0955 data_time: 0.0034 loss: 2.2004 03/09 13:30:51 - mmengine - INFO - Epoch(train) [128][1600/2503] lr: 2.8919e-01 eta: 16:32:34 time: 0.1181 data_time: 0.0035 loss: 2.1249 03/09 13:31:05 - mmengine - INFO - Epoch(train) [128][1700/2503] lr: 2.8913e-01 eta: 16:32:19 time: 0.1380 data_time: 0.0038 loss: 2.0950 03/09 13:31:18 - mmengine - INFO - Epoch(train) [128][1800/2503] lr: 2.8906e-01 eta: 16:32:05 time: 0.1374 data_time: 0.0034 loss: 2.0792 03/09 13:31:32 - mmengine - INFO - Epoch(train) [128][1900/2503] lr: 2.8899e-01 eta: 16:31:51 time: 0.1176 data_time: 0.0039 loss: 2.1508 03/09 13:31:46 - mmengine - INFO - Epoch(train) [128][2000/2503] lr: 2.8893e-01 eta: 16:31:37 time: 0.1503 data_time: 0.0065 loss: 2.1407 03/09 13:32:00 - mmengine - INFO - Epoch(train) [128][2100/2503] lr: 2.8886e-01 eta: 16:31:23 time: 0.1410 data_time: 0.0038 loss: 2.1181 03/09 13:32:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:32:14 - mmengine - INFO - Epoch(train) [128][2200/2503] lr: 2.8879e-01 eta: 16:31:09 time: 0.0990 data_time: 0.0038 loss: 2.1388 03/09 13:32:28 - mmengine - INFO - Epoch(train) [128][2300/2503] lr: 2.8872e-01 eta: 16:30:55 time: 0.1427 data_time: 0.0034 loss: 2.1392 03/09 13:32:42 - mmengine - INFO - Epoch(train) [128][2400/2503] lr: 2.8866e-01 eta: 16:30:41 time: 0.1351 data_time: 0.0456 loss: 2.0763 03/09 13:32:55 - mmengine - INFO - Epoch(train) [128][2500/2503] lr: 2.8859e-01 eta: 16:30:27 time: 0.1369 data_time: 0.0047 loss: 2.2199 03/09 13:32:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:32:56 - mmengine - INFO - Saving checkpoint at 128 epochs 03/09 13:33:22 - mmengine - INFO - Epoch(val) [128][98/98] accuracy/top1: 56.0740 accuracy/top5: 79.9920 03/09 13:33:37 - mmengine - INFO - Epoch(train) [129][ 100/2503] lr: 2.8852e-01 eta: 16:30:15 time: 0.1442 data_time: 0.0037 loss: 2.1717 03/09 13:33:51 - mmengine - INFO - Epoch(train) [129][ 200/2503] lr: 2.8845e-01 eta: 16:30:01 time: 0.1402 data_time: 0.0037 loss: 2.3056 03/09 13:34:05 - mmengine - INFO - Epoch(train) [129][ 300/2503] lr: 2.8839e-01 eta: 16:29:47 time: 0.1470 data_time: 0.0034 loss: 2.1165 03/09 13:34:18 - mmengine - INFO - Epoch(train) [129][ 400/2503] lr: 2.8832e-01 eta: 16:29:33 time: 0.1323 data_time: 0.0036 loss: 2.0904 03/09 13:34:32 - mmengine - INFO - Epoch(train) [129][ 500/2503] lr: 2.8825e-01 eta: 16:29:18 time: 0.1242 data_time: 0.0039 loss: 2.0164 03/09 13:34:46 - mmengine - INFO - Epoch(train) [129][ 600/2503] lr: 2.8819e-01 eta: 16:29:04 time: 0.1076 data_time: 0.0036 loss: 2.0321 03/09 13:34:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:35:00 - mmengine - INFO - Epoch(train) [129][ 700/2503] lr: 2.8812e-01 eta: 16:28:50 time: 0.1333 data_time: 0.0036 loss: 2.1145 03/09 13:35:13 - mmengine - INFO - Epoch(train) [129][ 800/2503] lr: 2.8805e-01 eta: 16:28:36 time: 0.1374 data_time: 0.0039 loss: 2.0991 03/09 13:35:27 - mmengine - INFO - Epoch(train) [129][ 900/2503] lr: 2.8799e-01 eta: 16:28:22 time: 0.1493 data_time: 0.0036 loss: 2.1839 03/09 13:35:41 - mmengine - INFO - Epoch(train) [129][1000/2503] lr: 2.8792e-01 eta: 16:28:08 time: 0.1209 data_time: 0.0037 loss: 1.9301 03/09 13:35:54 - mmengine - INFO - Epoch(train) [129][1100/2503] lr: 2.8785e-01 eta: 16:27:54 time: 0.1339 data_time: 0.0033 loss: 2.0643 03/09 13:36:08 - mmengine - INFO - Epoch(train) [129][1200/2503] lr: 2.8778e-01 eta: 16:27:39 time: 0.1243 data_time: 0.0178 loss: 2.2386 03/09 13:36:22 - mmengine - INFO - Epoch(train) [129][1300/2503] lr: 2.8772e-01 eta: 16:27:25 time: 0.1118 data_time: 0.0040 loss: 2.2188 03/09 13:36:36 - mmengine - INFO - Epoch(train) [129][1400/2503] lr: 2.8765e-01 eta: 16:27:11 time: 0.1438 data_time: 0.0037 loss: 2.0123 03/09 13:36:49 - mmengine - INFO - Epoch(train) [129][1500/2503] lr: 2.8758e-01 eta: 16:26:57 time: 0.1325 data_time: 0.0409 loss: 2.0891 03/09 13:37:03 - mmengine - INFO - Epoch(train) [129][1600/2503] lr: 2.8752e-01 eta: 16:26:44 time: 0.1266 data_time: 0.0287 loss: 2.1196 03/09 13:37:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:37:17 - mmengine - INFO - Epoch(train) [129][1700/2503] lr: 2.8745e-01 eta: 16:26:30 time: 0.1667 data_time: 0.0036 loss: 2.2456 03/09 13:37:31 - mmengine - INFO - Epoch(train) [129][1800/2503] lr: 2.8738e-01 eta: 16:26:16 time: 0.1395 data_time: 0.0215 loss: 2.0621 03/09 13:37:45 - mmengine - INFO - Epoch(train) [129][1900/2503] lr: 2.8732e-01 eta: 16:26:02 time: 0.1205 data_time: 0.0037 loss: 1.9692 03/09 13:37:59 - mmengine - INFO - Epoch(train) [129][2000/2503] lr: 2.8725e-01 eta: 16:25:48 time: 0.1295 data_time: 0.0039 loss: 2.2590 03/09 13:38:13 - mmengine - INFO - Epoch(train) [129][2100/2503] lr: 2.8718e-01 eta: 16:25:35 time: 0.1401 data_time: 0.0452 loss: 2.1726 03/09 13:38:27 - mmengine - INFO - Epoch(train) [129][2200/2503] lr: 2.8711e-01 eta: 16:25:21 time: 0.1249 data_time: 0.0043 loss: 2.2737 03/09 13:38:41 - mmengine - INFO - Epoch(train) [129][2300/2503] lr: 2.8705e-01 eta: 16:25:07 time: 0.1218 data_time: 0.0037 loss: 2.1692 03/09 13:38:54 - mmengine - INFO - Epoch(train) [129][2400/2503] lr: 2.8698e-01 eta: 16:24:52 time: 0.1409 data_time: 0.0038 loss: 2.0906 03/09 13:39:08 - mmengine - INFO - Epoch(train) [129][2500/2503] lr: 2.8691e-01 eta: 16:24:38 time: 0.1150 data_time: 0.0052 loss: 2.3136 03/09 13:39:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:39:08 - mmengine - INFO - Saving checkpoint at 129 epochs 03/09 13:39:36 - mmengine - INFO - Epoch(val) [129][98/98] accuracy/top1: 55.6300 accuracy/top5: 79.8220 03/09 13:39:51 - mmengine - INFO - Epoch(train) [130][ 100/2503] lr: 2.8684e-01 eta: 16:24:26 time: 0.1719 data_time: 0.0037 loss: 2.0768 03/09 13:39:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:40:05 - mmengine - INFO - Epoch(train) [130][ 200/2503] lr: 2.8678e-01 eta: 16:24:12 time: 0.1428 data_time: 0.0035 loss: 2.0932 03/09 13:40:19 - mmengine - INFO - Epoch(train) [130][ 300/2503] lr: 2.8671e-01 eta: 16:23:58 time: 0.1284 data_time: 0.0038 loss: 2.1817 03/09 13:40:33 - mmengine - INFO - Epoch(train) [130][ 400/2503] lr: 2.8664e-01 eta: 16:23:44 time: 0.1527 data_time: 0.0125 loss: 2.1718 03/09 13:40:47 - mmengine - INFO - Epoch(train) [130][ 500/2503] lr: 2.8658e-01 eta: 16:23:30 time: 0.1002 data_time: 0.0071 loss: 2.2451 03/09 13:41:01 - mmengine - INFO - Epoch(train) [130][ 600/2503] lr: 2.8651e-01 eta: 16:23:17 time: 0.1249 data_time: 0.0042 loss: 2.0903 03/09 13:41:15 - mmengine - INFO - Epoch(train) [130][ 700/2503] lr: 2.8644e-01 eta: 16:23:03 time: 0.1216 data_time: 0.0036 loss: 1.9621 03/09 13:41:29 - mmengine - INFO - Epoch(train) [130][ 800/2503] lr: 2.8637e-01 eta: 16:22:49 time: 0.1522 data_time: 0.0035 loss: 2.0821 03/09 13:41:43 - mmengine - INFO - Epoch(train) [130][ 900/2503] lr: 2.8631e-01 eta: 16:22:35 time: 0.1301 data_time: 0.0036 loss: 2.1720 03/09 13:41:56 - mmengine - INFO - Epoch(train) [130][1000/2503] lr: 2.8624e-01 eta: 16:22:21 time: 0.1053 data_time: 0.0041 loss: 1.9413 03/09 13:42:10 - mmengine - INFO - Epoch(train) [130][1100/2503] lr: 2.8617e-01 eta: 16:22:06 time: 0.1319 data_time: 0.0042 loss: 2.1197 03/09 13:42:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:42:23 - mmengine - INFO - Epoch(train) [130][1200/2503] lr: 2.8611e-01 eta: 16:21:52 time: 0.1457 data_time: 0.0035 loss: 2.0250 03/09 13:42:37 - mmengine - INFO - Epoch(train) [130][1300/2503] lr: 2.8604e-01 eta: 16:21:38 time: 0.1536 data_time: 0.0035 loss: 2.1675 03/09 13:42:51 - mmengine - INFO - Epoch(train) [130][1400/2503] lr: 2.8597e-01 eta: 16:21:24 time: 0.1018 data_time: 0.0046 loss: 2.1691 03/09 13:43:05 - mmengine - INFO - Epoch(train) [130][1500/2503] lr: 2.8591e-01 eta: 16:21:10 time: 0.1068 data_time: 0.0038 loss: 2.1729 03/09 13:43:19 - mmengine - INFO - Epoch(train) [130][1600/2503] lr: 2.8584e-01 eta: 16:20:57 time: 0.1585 data_time: 0.0034 loss: 2.0506 03/09 13:43:32 - mmengine - INFO - Epoch(train) [130][1700/2503] lr: 2.8577e-01 eta: 16:20:42 time: 0.1185 data_time: 0.0037 loss: 2.3579 03/09 13:43:46 - mmengine - INFO - Epoch(train) [130][1800/2503] lr: 2.8570e-01 eta: 16:20:28 time: 0.1529 data_time: 0.0037 loss: 2.0982 03/09 13:44:00 - mmengine - INFO - Epoch(train) [130][1900/2503] lr: 2.8564e-01 eta: 16:20:14 time: 0.1655 data_time: 0.0037 loss: 2.3510 03/09 13:44:13 - mmengine - INFO - Epoch(train) [130][2000/2503] lr: 2.8557e-01 eta: 16:19:59 time: 0.1286 data_time: 0.0176 loss: 2.0435 03/09 13:44:27 - mmengine - INFO - Epoch(train) [130][2100/2503] lr: 2.8550e-01 eta: 16:19:45 time: 0.1509 data_time: 0.0041 loss: 2.1274 03/09 13:44:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:44:41 - mmengine - INFO - Epoch(train) [130][2200/2503] lr: 2.8544e-01 eta: 16:19:31 time: 0.1328 data_time: 0.0037 loss: 2.2371 03/09 13:44:54 - mmengine - INFO - Epoch(train) [130][2300/2503] lr: 2.8537e-01 eta: 16:19:17 time: 0.1356 data_time: 0.0035 loss: 2.1450 03/09 13:45:08 - mmengine - INFO - Epoch(train) [130][2400/2503] lr: 2.8530e-01 eta: 16:19:03 time: 0.1580 data_time: 0.0034 loss: 2.1921 03/09 13:45:21 - mmengine - INFO - Epoch(train) [130][2500/2503] lr: 2.8523e-01 eta: 16:18:48 time: 0.1168 data_time: 0.0239 loss: 2.1637 03/09 13:45:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:45:22 - mmengine - INFO - Saving checkpoint at 130 epochs 03/09 13:45:50 - mmengine - INFO - Epoch(val) [130][98/98] accuracy/top1: 56.3500 accuracy/top5: 80.3500 03/09 13:46:05 - mmengine - INFO - Epoch(train) [131][ 100/2503] lr: 2.8517e-01 eta: 16:18:36 time: 0.1315 data_time: 0.0035 loss: 2.0356 03/09 13:46:19 - mmengine - INFO - Epoch(train) [131][ 200/2503] lr: 2.8510e-01 eta: 16:18:22 time: 0.1544 data_time: 0.0038 loss: 2.2666 03/09 13:46:33 - mmengine - INFO - Epoch(train) [131][ 300/2503] lr: 2.8503e-01 eta: 16:18:08 time: 0.1318 data_time: 0.0039 loss: 2.1086 03/09 13:46:47 - mmengine - INFO - Epoch(train) [131][ 400/2503] lr: 2.8496e-01 eta: 16:17:54 time: 0.1318 data_time: 0.0036 loss: 2.0814 03/09 13:47:01 - mmengine - INFO - Epoch(train) [131][ 500/2503] lr: 2.8490e-01 eta: 16:17:41 time: 0.1857 data_time: 0.0039 loss: 2.2568 03/09 13:47:15 - mmengine - INFO - Epoch(train) [131][ 600/2503] lr: 2.8483e-01 eta: 16:17:27 time: 0.1425 data_time: 0.0036 loss: 2.0560 03/09 13:47:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:47:29 - mmengine - INFO - Epoch(train) [131][ 700/2503] lr: 2.8476e-01 eta: 16:17:13 time: 0.1156 data_time: 0.0040 loss: 2.0672 03/09 13:47:43 - mmengine - INFO - Epoch(train) [131][ 800/2503] lr: 2.8470e-01 eta: 16:16:58 time: 0.1270 data_time: 0.0043 loss: 2.3540 03/09 13:47:56 - mmengine - INFO - Epoch(train) [131][ 900/2503] lr: 2.8463e-01 eta: 16:16:44 time: 0.1428 data_time: 0.0037 loss: 2.0763 03/09 13:48:11 - mmengine - INFO - Epoch(train) [131][1000/2503] lr: 2.8456e-01 eta: 16:16:31 time: 0.1216 data_time: 0.0239 loss: 2.3208 03/09 13:48:25 - mmengine - INFO - Epoch(train) [131][1100/2503] lr: 2.8450e-01 eta: 16:16:17 time: 0.1520 data_time: 0.0039 loss: 1.9710 03/09 13:48:38 - mmengine - INFO - Epoch(train) [131][1200/2503] lr: 2.8443e-01 eta: 16:16:03 time: 0.1326 data_time: 0.0036 loss: 2.1378 03/09 13:48:52 - mmengine - INFO - Epoch(train) [131][1300/2503] lr: 2.8436e-01 eta: 16:15:49 time: 0.1685 data_time: 0.0035 loss: 2.0038 03/09 13:49:06 - mmengine - INFO - Epoch(train) [131][1400/2503] lr: 2.8429e-01 eta: 16:15:35 time: 0.1345 data_time: 0.0037 loss: 2.0419 03/09 13:49:20 - mmengine - INFO - Epoch(train) [131][1500/2503] lr: 2.8423e-01 eta: 16:15:21 time: 0.1363 data_time: 0.0035 loss: 2.2215 03/09 13:49:34 - mmengine - INFO - Epoch(train) [131][1600/2503] lr: 2.8416e-01 eta: 16:15:07 time: 0.1453 data_time: 0.0038 loss: 2.1438 03/09 13:49:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:49:47 - mmengine - INFO - Epoch(train) [131][1700/2503] lr: 2.8409e-01 eta: 16:14:53 time: 0.1366 data_time: 0.0237 loss: 2.1772 03/09 13:50:01 - mmengine - INFO - Epoch(train) [131][1800/2503] lr: 2.8403e-01 eta: 16:14:39 time: 0.1062 data_time: 0.0074 loss: 2.2503 03/09 13:50:15 - mmengine - INFO - Epoch(train) [131][1900/2503] lr: 2.8396e-01 eta: 16:14:25 time: 0.1321 data_time: 0.0041 loss: 2.3369 03/09 13:50:28 - mmengine - INFO - Epoch(train) [131][2000/2503] lr: 2.8389e-01 eta: 16:14:11 time: 0.1421 data_time: 0.0036 loss: 2.0701 03/09 13:50:42 - mmengine - INFO - Epoch(train) [131][2100/2503] lr: 2.8383e-01 eta: 16:13:56 time: 0.0967 data_time: 0.0039 loss: 2.2831 03/09 13:50:55 - mmengine - INFO - Epoch(train) [131][2200/2503] lr: 2.8376e-01 eta: 16:13:42 time: 0.1081 data_time: 0.0118 loss: 2.0974 03/09 13:51:09 - mmengine - INFO - Epoch(train) [131][2300/2503] lr: 2.8369e-01 eta: 16:13:28 time: 0.1367 data_time: 0.0041 loss: 2.1052 03/09 13:51:23 - mmengine - INFO - Epoch(train) [131][2400/2503] lr: 2.8362e-01 eta: 16:13:14 time: 0.1021 data_time: 0.0041 loss: 2.2063 03/09 13:51:36 - mmengine - INFO - Epoch(train) [131][2500/2503] lr: 2.8356e-01 eta: 16:12:59 time: 0.1145 data_time: 0.0058 loss: 2.2079 03/09 13:51:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:51:37 - mmengine - INFO - Saving checkpoint at 131 epochs 03/09 13:52:04 - mmengine - INFO - Epoch(val) [131][98/98] accuracy/top1: 56.9360 accuracy/top5: 80.6820 03/09 13:52:20 - mmengine - INFO - Epoch(train) [132][ 100/2503] lr: 2.8349e-01 eta: 16:12:47 time: 0.1734 data_time: 0.0041 loss: 2.0886 03/09 13:52:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:52:34 - mmengine - INFO - Epoch(train) [132][ 200/2503] lr: 2.8342e-01 eta: 16:12:33 time: 0.1391 data_time: 0.0036 loss: 2.0032 03/09 13:52:48 - mmengine - INFO - Epoch(train) [132][ 300/2503] lr: 2.8335e-01 eta: 16:12:20 time: 0.1266 data_time: 0.0072 loss: 2.1644 03/09 13:53:01 - mmengine - INFO - Epoch(train) [132][ 400/2503] lr: 2.8329e-01 eta: 16:12:06 time: 0.1411 data_time: 0.0039 loss: 2.0792 03/09 13:53:15 - mmengine - INFO - Epoch(train) [132][ 500/2503] lr: 2.8322e-01 eta: 16:11:52 time: 0.1546 data_time: 0.0041 loss: 2.0435 03/09 13:53:29 - mmengine - INFO - Epoch(train) [132][ 600/2503] lr: 2.8315e-01 eta: 16:11:38 time: 0.1226 data_time: 0.0038 loss: 2.2387 03/09 13:53:43 - mmengine - INFO - Epoch(train) [132][ 700/2503] lr: 2.8309e-01 eta: 16:11:24 time: 0.1249 data_time: 0.0119 loss: 1.9458 03/09 13:53:57 - mmengine - INFO - Epoch(train) [132][ 800/2503] lr: 2.8302e-01 eta: 16:11:09 time: 0.1454 data_time: 0.0039 loss: 2.1461 03/09 13:54:11 - mmengine - INFO - Epoch(train) [132][ 900/2503] lr: 2.8295e-01 eta: 16:10:56 time: 0.1543 data_time: 0.0034 loss: 2.1427 03/09 13:54:24 - mmengine - INFO - Epoch(train) [132][1000/2503] lr: 2.8288e-01 eta: 16:10:41 time: 0.1287 data_time: 0.0038 loss: 2.1945 03/09 13:54:38 - mmengine - INFO - Epoch(train) [132][1100/2503] lr: 2.8282e-01 eta: 16:10:27 time: 0.1490 data_time: 0.0036 loss: 2.0970 03/09 13:54:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:54:52 - mmengine - INFO - Epoch(train) [132][1200/2503] lr: 2.8275e-01 eta: 16:10:14 time: 0.1371 data_time: 0.0036 loss: 2.1336 03/09 13:55:06 - mmengine - INFO - Epoch(train) [132][1300/2503] lr: 2.8268e-01 eta: 16:09:59 time: 0.1380 data_time: 0.0034 loss: 2.0836 03/09 13:55:19 - mmengine - INFO - Epoch(train) [132][1400/2503] lr: 2.8262e-01 eta: 16:09:45 time: 0.1431 data_time: 0.0032 loss: 2.1755 03/09 13:55:34 - mmengine - INFO - Epoch(train) [132][1500/2503] lr: 2.8255e-01 eta: 16:09:32 time: 0.1661 data_time: 0.0036 loss: 2.1583 03/09 13:55:47 - mmengine - INFO - Epoch(train) [132][1600/2503] lr: 2.8248e-01 eta: 16:09:18 time: 0.1327 data_time: 0.0035 loss: 2.1267 03/09 13:56:02 - mmengine - INFO - Epoch(train) [132][1700/2503] lr: 2.8242e-01 eta: 16:09:05 time: 0.1544 data_time: 0.0038 loss: 2.2031 03/09 13:56:16 - mmengine - INFO - Epoch(train) [132][1800/2503] lr: 2.8235e-01 eta: 16:08:51 time: 0.1407 data_time: 0.0033 loss: 2.1636 03/09 13:56:29 - mmengine - INFO - Epoch(train) [132][1900/2503] lr: 2.8228e-01 eta: 16:08:36 time: 0.1271 data_time: 0.0034 loss: 2.1494 03/09 13:56:43 - mmengine - INFO - Epoch(train) [132][2000/2503] lr: 2.8221e-01 eta: 16:08:22 time: 0.1571 data_time: 0.0037 loss: 2.0935 03/09 13:56:56 - mmengine - INFO - Epoch(train) [132][2100/2503] lr: 2.8215e-01 eta: 16:08:08 time: 0.1369 data_time: 0.0034 loss: 2.2177 03/09 13:56:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:57:09 - mmengine - INFO - Epoch(train) [132][2200/2503] lr: 2.8208e-01 eta: 16:07:53 time: 0.1173 data_time: 0.0042 loss: 2.0394 03/09 13:57:23 - mmengine - INFO - Epoch(train) [132][2300/2503] lr: 2.8201e-01 eta: 16:07:39 time: 0.1226 data_time: 0.0037 loss: 2.1116 03/09 13:57:38 - mmengine - INFO - Epoch(train) [132][2400/2503] lr: 2.8195e-01 eta: 16:07:26 time: 0.1365 data_time: 0.0426 loss: 2.2832 03/09 13:57:51 - mmengine - INFO - Epoch(train) [132][2500/2503] lr: 2.8188e-01 eta: 16:07:11 time: 0.1266 data_time: 0.0048 loss: 2.1362 03/09 13:57:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:57:51 - mmengine - INFO - Saving checkpoint at 132 epochs 03/09 13:58:18 - mmengine - INFO - Epoch(val) [132][98/98] accuracy/top1: 55.7700 accuracy/top5: 79.8400 03/09 13:58:32 - mmengine - INFO - Epoch(train) [133][ 100/2503] lr: 2.8181e-01 eta: 16:06:58 time: 0.1577 data_time: 0.0036 loss: 2.0658 03/09 13:58:47 - mmengine - INFO - Epoch(train) [133][ 200/2503] lr: 2.8174e-01 eta: 16:06:44 time: 0.1362 data_time: 0.0042 loss: 2.2303 03/09 13:59:00 - mmengine - INFO - Epoch(train) [133][ 300/2503] lr: 2.8168e-01 eta: 16:06:30 time: 0.1152 data_time: 0.0126 loss: 2.0501 03/09 13:59:14 - mmengine - INFO - Epoch(train) [133][ 400/2503] lr: 2.8161e-01 eta: 16:06:16 time: 0.1387 data_time: 0.0038 loss: 2.0082 03/09 13:59:28 - mmengine - INFO - Epoch(train) [133][ 500/2503] lr: 2.8154e-01 eta: 16:06:02 time: 0.1467 data_time: 0.0038 loss: 2.2495 03/09 13:59:41 - mmengine - INFO - Epoch(train) [133][ 600/2503] lr: 2.8148e-01 eta: 16:05:48 time: 0.1534 data_time: 0.0044 loss: 2.1008 03/09 13:59:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 13:59:55 - mmengine - INFO - Epoch(train) [133][ 700/2503] lr: 2.8141e-01 eta: 16:05:34 time: 0.1628 data_time: 0.0040 loss: 2.1313 03/09 14:00:09 - mmengine - INFO - Epoch(train) [133][ 800/2503] lr: 2.8134e-01 eta: 16:05:20 time: 0.1213 data_time: 0.0034 loss: 2.1386 03/09 14:00:23 - mmengine - INFO - Epoch(train) [133][ 900/2503] lr: 2.8127e-01 eta: 16:05:06 time: 0.1326 data_time: 0.0038 loss: 2.1271 03/09 14:00:36 - mmengine - INFO - Epoch(train) [133][1000/2503] lr: 2.8121e-01 eta: 16:04:51 time: 0.1150 data_time: 0.0037 loss: 2.2499 03/09 14:00:50 - mmengine - INFO - Epoch(train) [133][1100/2503] lr: 2.8114e-01 eta: 16:04:38 time: 0.1682 data_time: 0.0037 loss: 2.1856 03/09 14:01:04 - mmengine - INFO - Epoch(train) [133][1200/2503] lr: 2.8107e-01 eta: 16:04:24 time: 0.1364 data_time: 0.0034 loss: 2.2137 03/09 14:01:18 - mmengine - INFO - Epoch(train) [133][1300/2503] lr: 2.8101e-01 eta: 16:04:10 time: 0.1309 data_time: 0.0036 loss: 2.0624 03/09 14:01:31 - mmengine - INFO - Epoch(train) [133][1400/2503] lr: 2.8094e-01 eta: 16:03:55 time: 0.1275 data_time: 0.0037 loss: 2.2384 03/09 14:01:45 - mmengine - INFO - Epoch(train) [133][1500/2503] lr: 2.8087e-01 eta: 16:03:41 time: 0.1175 data_time: 0.0039 loss: 1.9898 03/09 14:01:59 - mmengine - INFO - Epoch(train) [133][1600/2503] lr: 2.8080e-01 eta: 16:03:28 time: 0.1993 data_time: 0.0035 loss: 2.1546 03/09 14:01:59 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:02:12 - mmengine - INFO - Epoch(train) [133][1700/2503] lr: 2.8074e-01 eta: 16:03:13 time: 0.1458 data_time: 0.0038 loss: 2.2350 03/09 14:02:26 - mmengine - INFO - Epoch(train) [133][1800/2503] lr: 2.8067e-01 eta: 16:02:59 time: 0.1406 data_time: 0.0053 loss: 2.1551 03/09 14:02:40 - mmengine - INFO - Epoch(train) [133][1900/2503] lr: 2.8060e-01 eta: 16:02:46 time: 0.1218 data_time: 0.0039 loss: 2.1300 03/09 14:02:54 - mmengine - INFO - Epoch(train) [133][2000/2503] lr: 2.8054e-01 eta: 16:02:31 time: 0.1369 data_time: 0.0036 loss: 2.2004 03/09 14:03:08 - mmengine - INFO - Epoch(train) [133][2100/2503] lr: 2.8047e-01 eta: 16:02:17 time: 0.1013 data_time: 0.0036 loss: 2.0763 03/09 14:03:22 - mmengine - INFO - Epoch(train) [133][2200/2503] lr: 2.8040e-01 eta: 16:02:03 time: 0.1601 data_time: 0.0035 loss: 2.0907 03/09 14:03:35 - mmengine - INFO - Epoch(train) [133][2300/2503] lr: 2.8034e-01 eta: 16:01:49 time: 0.1431 data_time: 0.0035 loss: 2.0476 03/09 14:03:49 - mmengine - INFO - Epoch(train) [133][2400/2503] lr: 2.8027e-01 eta: 16:01:35 time: 0.1464 data_time: 0.0037 loss: 2.1049 03/09 14:04:02 - mmengine - INFO - Epoch(train) [133][2500/2503] lr: 2.8020e-01 eta: 16:01:21 time: 0.1345 data_time: 0.0039 loss: 2.1171 03/09 14:04:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:04:03 - mmengine - INFO - Saving checkpoint at 133 epochs 03/09 14:04:30 - mmengine - INFO - Epoch(val) [133][98/98] accuracy/top1: 55.2340 accuracy/top5: 79.5540 03/09 14:04:45 - mmengine - INFO - Epoch(train) [134][ 100/2503] lr: 2.8013e-01 eta: 16:01:08 time: 0.1194 data_time: 0.0041 loss: 2.1522 03/09 14:04:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:04:59 - mmengine - INFO - Epoch(train) [134][ 200/2503] lr: 2.8007e-01 eta: 16:00:54 time: 0.1430 data_time: 0.0040 loss: 2.2146 03/09 14:05:13 - mmengine - INFO - Epoch(train) [134][ 300/2503] lr: 2.8000e-01 eta: 16:00:40 time: 0.1425 data_time: 0.0042 loss: 2.1299 03/09 14:05:26 - mmengine - INFO - Epoch(train) [134][ 400/2503] lr: 2.7993e-01 eta: 16:00:25 time: 0.1662 data_time: 0.0043 loss: 2.0789 03/09 14:05:40 - mmengine - INFO - Epoch(train) [134][ 500/2503] lr: 2.7986e-01 eta: 16:00:11 time: 0.1174 data_time: 0.0042 loss: 2.0657 03/09 14:05:53 - mmengine - INFO - Epoch(train) [134][ 600/2503] lr: 2.7980e-01 eta: 15:59:57 time: 0.1255 data_time: 0.0043 loss: 2.1974 03/09 14:06:07 - mmengine - INFO - Epoch(train) [134][ 700/2503] lr: 2.7973e-01 eta: 15:59:42 time: 0.1500 data_time: 0.0036 loss: 2.0553 03/09 14:06:21 - mmengine - INFO - Epoch(train) [134][ 800/2503] lr: 2.7966e-01 eta: 15:59:28 time: 0.1405 data_time: 0.0035 loss: 2.1207 03/09 14:06:34 - mmengine - INFO - Epoch(train) [134][ 900/2503] lr: 2.7960e-01 eta: 15:59:14 time: 0.1039 data_time: 0.0038 loss: 2.2134 03/09 14:06:48 - mmengine - INFO - Epoch(train) [134][1000/2503] lr: 2.7953e-01 eta: 15:59:00 time: 0.1294 data_time: 0.0038 loss: 2.3565 03/09 14:07:02 - mmengine - INFO - Epoch(train) [134][1100/2503] lr: 2.7946e-01 eta: 15:58:46 time: 0.1253 data_time: 0.0038 loss: 2.3058 03/09 14:07:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:07:16 - mmengine - INFO - Epoch(train) [134][1200/2503] lr: 2.7940e-01 eta: 15:58:32 time: 0.1414 data_time: 0.0264 loss: 2.2634 03/09 14:07:30 - mmengine - INFO - Epoch(train) [134][1300/2503] lr: 2.7933e-01 eta: 15:58:18 time: 0.1517 data_time: 0.0040 loss: 2.0311 03/09 14:07:43 - mmengine - INFO - Epoch(train) [134][1400/2503] lr: 2.7926e-01 eta: 15:58:04 time: 0.1355 data_time: 0.0118 loss: 2.1750 03/09 14:07:57 - mmengine - INFO - Epoch(train) [134][1500/2503] lr: 2.7919e-01 eta: 15:57:50 time: 0.1342 data_time: 0.0036 loss: 2.0884 03/09 14:08:11 - mmengine - INFO - Epoch(train) [134][1600/2503] lr: 2.7913e-01 eta: 15:57:36 time: 0.1286 data_time: 0.0039 loss: 2.0888 03/09 14:08:25 - mmengine - INFO - Epoch(train) [134][1700/2503] lr: 2.7906e-01 eta: 15:57:22 time: 0.1607 data_time: 0.0037 loss: 2.1981 03/09 14:08:38 - mmengine - INFO - Epoch(train) [134][1800/2503] lr: 2.7899e-01 eta: 15:57:08 time: 0.1153 data_time: 0.0034 loss: 2.0641 03/09 14:08:53 - mmengine - INFO - Epoch(train) [134][1900/2503] lr: 2.7893e-01 eta: 15:56:55 time: 0.1357 data_time: 0.0036 loss: 2.2173 03/09 14:09:06 - mmengine - INFO - Epoch(train) [134][2000/2503] lr: 2.7886e-01 eta: 15:56:40 time: 0.1299 data_time: 0.0036 loss: 2.1893 03/09 14:09:20 - mmengine - INFO - Epoch(train) [134][2100/2503] lr: 2.7879e-01 eta: 15:56:27 time: 0.1283 data_time: 0.0039 loss: 2.3110 03/09 14:09:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:09:33 - mmengine - INFO - Epoch(train) [134][2200/2503] lr: 2.7872e-01 eta: 15:56:12 time: 0.1155 data_time: 0.0038 loss: 1.9163 03/09 14:09:47 - mmengine - INFO - Epoch(train) [134][2300/2503] lr: 2.7866e-01 eta: 15:55:58 time: 0.1238 data_time: 0.0040 loss: 2.1645 03/09 14:10:01 - mmengine - INFO - Epoch(train) [134][2400/2503] lr: 2.7859e-01 eta: 15:55:44 time: 0.1328 data_time: 0.0040 loss: 2.1458 03/09 14:10:14 - mmengine - INFO - Epoch(train) [134][2500/2503] lr: 2.7852e-01 eta: 15:55:29 time: 0.1048 data_time: 0.0060 loss: 2.2999 03/09 14:10:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:10:14 - mmengine - INFO - Saving checkpoint at 134 epochs 03/09 14:10:41 - mmengine - INFO - Epoch(val) [134][98/98] accuracy/top1: 56.2040 accuracy/top5: 80.1240 03/09 14:10:56 - mmengine - INFO - Epoch(train) [135][ 100/2503] lr: 2.7845e-01 eta: 15:55:16 time: 0.1429 data_time: 0.0080 loss: 2.0145 03/09 14:11:10 - mmengine - INFO - Epoch(train) [135][ 200/2503] lr: 2.7839e-01 eta: 15:55:02 time: 0.1359 data_time: 0.0061 loss: 2.1843 03/09 14:11:24 - mmengine - INFO - Epoch(train) [135][ 300/2503] lr: 2.7832e-01 eta: 15:54:49 time: 0.1667 data_time: 0.0034 loss: 2.1053 03/09 14:11:38 - mmengine - INFO - Epoch(train) [135][ 400/2503] lr: 2.7825e-01 eta: 15:54:34 time: 0.1354 data_time: 0.0034 loss: 2.0619 03/09 14:11:52 - mmengine - INFO - Epoch(train) [135][ 500/2503] lr: 2.7819e-01 eta: 15:54:21 time: 0.1423 data_time: 0.0039 loss: 2.1761 03/09 14:12:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:12:05 - mmengine - INFO - Epoch(train) [135][ 600/2503] lr: 2.7812e-01 eta: 15:54:06 time: 0.1402 data_time: 0.0394 loss: 2.1257 03/09 14:12:19 - mmengine - INFO - Epoch(train) [135][ 700/2503] lr: 2.7805e-01 eta: 15:53:53 time: 0.1362 data_time: 0.0036 loss: 2.0070 03/09 14:12:33 - mmengine - INFO - Epoch(train) [135][ 800/2503] lr: 2.7799e-01 eta: 15:53:38 time: 0.1434 data_time: 0.0036 loss: 2.1480 03/09 14:12:46 - mmengine - INFO - Epoch(train) [135][ 900/2503] lr: 2.7792e-01 eta: 15:53:24 time: 0.1240 data_time: 0.0040 loss: 2.0740 03/09 14:13:00 - mmengine - INFO - Epoch(train) [135][1000/2503] lr: 2.7785e-01 eta: 15:53:10 time: 0.1761 data_time: 0.0035 loss: 2.0788 03/09 14:13:14 - mmengine - INFO - Epoch(train) [135][1100/2503] lr: 2.7778e-01 eta: 15:52:56 time: 0.1486 data_time: 0.0041 loss: 2.1558 03/09 14:13:27 - mmengine - INFO - Epoch(train) [135][1200/2503] lr: 2.7772e-01 eta: 15:52:42 time: 0.1613 data_time: 0.0039 loss: 1.9928 03/09 14:13:41 - mmengine - INFO - Epoch(train) [135][1300/2503] lr: 2.7765e-01 eta: 15:52:27 time: 0.1129 data_time: 0.0038 loss: 2.1193 03/09 14:13:55 - mmengine - INFO - Epoch(train) [135][1400/2503] lr: 2.7758e-01 eta: 15:52:14 time: 0.1522 data_time: 0.0033 loss: 2.3207 03/09 14:14:09 - mmengine - INFO - Epoch(train) [135][1500/2503] lr: 2.7752e-01 eta: 15:52:00 time: 0.1422 data_time: 0.0041 loss: 2.2086 03/09 14:14:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:14:22 - mmengine - INFO - Epoch(train) [135][1600/2503] lr: 2.7745e-01 eta: 15:51:46 time: 0.1175 data_time: 0.0035 loss: 2.1172 03/09 14:14:36 - mmengine - INFO - Epoch(train) [135][1700/2503] lr: 2.7738e-01 eta: 15:51:32 time: 0.1604 data_time: 0.0038 loss: 2.2031 03/09 14:14:50 - mmengine - INFO - Epoch(train) [135][1800/2503] lr: 2.7732e-01 eta: 15:51:17 time: 0.1195 data_time: 0.0043 loss: 2.1085 03/09 14:15:03 - mmengine - INFO - Epoch(train) [135][1900/2503] lr: 2.7725e-01 eta: 15:51:03 time: 0.1219 data_time: 0.0036 loss: 2.1852 03/09 14:15:17 - mmengine - INFO - Epoch(train) [135][2000/2503] lr: 2.7718e-01 eta: 15:50:49 time: 0.1333 data_time: 0.0153 loss: 2.4294 03/09 14:15:31 - mmengine - INFO - Epoch(train) [135][2100/2503] lr: 2.7711e-01 eta: 15:50:35 time: 0.1432 data_time: 0.0086 loss: 2.0464 03/09 14:15:45 - mmengine - INFO - Epoch(train) [135][2200/2503] lr: 2.7705e-01 eta: 15:50:21 time: 0.1412 data_time: 0.0039 loss: 2.1073 03/09 14:15:59 - mmengine - INFO - Epoch(train) [135][2300/2503] lr: 2.7698e-01 eta: 15:50:08 time: 0.1600 data_time: 0.0036 loss: 2.0818 03/09 14:16:13 - mmengine - INFO - Epoch(train) [135][2400/2503] lr: 2.7691e-01 eta: 15:49:54 time: 0.1229 data_time: 0.0038 loss: 2.2248 03/09 14:16:27 - mmengine - INFO - Epoch(train) [135][2500/2503] lr: 2.7685e-01 eta: 15:49:40 time: 0.1020 data_time: 0.0077 loss: 2.0918 03/09 14:16:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:16:27 - mmengine - INFO - Saving checkpoint at 135 epochs 03/09 14:16:55 - mmengine - INFO - Epoch(val) [135][98/98] accuracy/top1: 56.0080 accuracy/top5: 79.9200 03/09 14:17:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:17:10 - mmengine - INFO - Epoch(train) [136][ 100/2503] lr: 2.7678e-01 eta: 15:49:27 time: 0.1395 data_time: 0.0040 loss: 2.0487 03/09 14:17:24 - mmengine - INFO - Epoch(train) [136][ 200/2503] lr: 2.7671e-01 eta: 15:49:13 time: 0.1688 data_time: 0.0035 loss: 1.9731 03/09 14:17:37 - mmengine - INFO - Epoch(train) [136][ 300/2503] lr: 2.7664e-01 eta: 15:48:58 time: 0.1175 data_time: 0.0035 loss: 2.1482 03/09 14:17:51 - mmengine - INFO - Epoch(train) [136][ 400/2503] lr: 2.7658e-01 eta: 15:48:45 time: 0.1588 data_time: 0.0035 loss: 2.2196 03/09 14:18:05 - mmengine - INFO - Epoch(train) [136][ 500/2503] lr: 2.7651e-01 eta: 15:48:31 time: 0.1226 data_time: 0.0038 loss: 2.0797 03/09 14:18:19 - mmengine - INFO - Epoch(train) [136][ 600/2503] lr: 2.7644e-01 eta: 15:48:17 time: 0.1913 data_time: 0.0032 loss: 1.9838 03/09 14:18:33 - mmengine - INFO - Epoch(train) [136][ 700/2503] lr: 2.7637e-01 eta: 15:48:03 time: 0.1523 data_time: 0.0034 loss: 2.1954 03/09 14:18:46 - mmengine - INFO - Epoch(train) [136][ 800/2503] lr: 2.7631e-01 eta: 15:47:49 time: 0.1240 data_time: 0.0036 loss: 2.1260 03/09 14:19:00 - mmengine - INFO - Epoch(train) [136][ 900/2503] lr: 2.7624e-01 eta: 15:47:34 time: 0.1441 data_time: 0.0260 loss: 2.0431 03/09 14:19:14 - mmengine - INFO - Epoch(train) [136][1000/2503] lr: 2.7617e-01 eta: 15:47:21 time: 0.1391 data_time: 0.0038 loss: 2.0931 03/09 14:19:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:19:27 - mmengine - INFO - Epoch(train) [136][1100/2503] lr: 2.7611e-01 eta: 15:47:07 time: 0.1090 data_time: 0.0040 loss: 2.1136 03/09 14:19:42 - mmengine - INFO - Epoch(train) [136][1200/2503] lr: 2.7604e-01 eta: 15:46:54 time: 0.1714 data_time: 0.0038 loss: 2.0501 03/09 14:19:55 - mmengine - INFO - Epoch(train) [136][1300/2503] lr: 2.7597e-01 eta: 15:46:39 time: 0.1381 data_time: 0.0038 loss: 2.1471 03/09 14:20:09 - mmengine - INFO - Epoch(train) [136][1400/2503] lr: 2.7591e-01 eta: 15:46:25 time: 0.1267 data_time: 0.0034 loss: 2.2203 03/09 14:20:23 - mmengine - INFO - Epoch(train) [136][1500/2503] lr: 2.7584e-01 eta: 15:46:11 time: 0.1760 data_time: 0.0038 loss: 2.2974 03/09 14:20:37 - mmengine - INFO - Epoch(train) [136][1600/2503] lr: 2.7577e-01 eta: 15:45:57 time: 0.1243 data_time: 0.0038 loss: 2.1807 03/09 14:20:50 - mmengine - INFO - Epoch(train) [136][1700/2503] lr: 2.7570e-01 eta: 15:45:43 time: 0.1194 data_time: 0.0039 loss: 2.1236 03/09 14:21:04 - mmengine - INFO - Epoch(train) [136][1800/2503] lr: 2.7564e-01 eta: 15:45:29 time: 0.1275 data_time: 0.0034 loss: 2.0190 03/09 14:21:18 - mmengine - INFO - Epoch(train) [136][1900/2503] lr: 2.7557e-01 eta: 15:45:15 time: 0.1286 data_time: 0.0039 loss: 2.0812 03/09 14:21:31 - mmengine - INFO - Epoch(train) [136][2000/2503] lr: 2.7550e-01 eta: 15:45:01 time: 0.1380 data_time: 0.0038 loss: 2.1199 03/09 14:21:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:21:45 - mmengine - INFO - Epoch(train) [136][2100/2503] lr: 2.7544e-01 eta: 15:44:47 time: 0.1469 data_time: 0.0039 loss: 2.3166 03/09 14:21:59 - mmengine - INFO - Epoch(train) [136][2200/2503] lr: 2.7537e-01 eta: 15:44:33 time: 0.1560 data_time: 0.0041 loss: 2.1874 03/09 14:22:13 - mmengine - INFO - Epoch(train) [136][2300/2503] lr: 2.7530e-01 eta: 15:44:19 time: 0.1627 data_time: 0.0664 loss: 2.1418 03/09 14:22:27 - mmengine - INFO - Epoch(train) [136][2400/2503] lr: 2.7523e-01 eta: 15:44:06 time: 0.1200 data_time: 0.0038 loss: 2.0383 03/09 14:22:41 - mmengine - INFO - Epoch(train) [136][2500/2503] lr: 2.7517e-01 eta: 15:43:52 time: 0.1017 data_time: 0.0055 loss: 2.1196 03/09 14:22:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:22:42 - mmengine - INFO - Saving checkpoint at 136 epochs 03/09 14:23:08 - mmengine - INFO - Epoch(val) [136][98/98] accuracy/top1: 55.3260 accuracy/top5: 79.3360 03/09 14:23:24 - mmengine - INFO - Epoch(train) [137][ 100/2503] lr: 2.7510e-01 eta: 15:43:39 time: 0.1440 data_time: 0.0256 loss: 1.8860 03/09 14:23:38 - mmengine - INFO - Epoch(train) [137][ 200/2503] lr: 2.7503e-01 eta: 15:43:25 time: 0.1142 data_time: 0.0041 loss: 2.1510 03/09 14:23:51 - mmengine - INFO - Epoch(train) [137][ 300/2503] lr: 2.7496e-01 eta: 15:43:11 time: 0.1158 data_time: 0.0213 loss: 1.8478 03/09 14:24:05 - mmengine - INFO - Epoch(train) [137][ 400/2503] lr: 2.7490e-01 eta: 15:42:57 time: 0.1330 data_time: 0.0113 loss: 2.1008 03/09 14:24:19 - mmengine - INFO - Epoch(train) [137][ 500/2503] lr: 2.7483e-01 eta: 15:42:43 time: 0.1408 data_time: 0.0048 loss: 2.1451 03/09 14:24:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:24:33 - mmengine - INFO - Epoch(train) [137][ 600/2503] lr: 2.7476e-01 eta: 15:42:29 time: 0.1292 data_time: 0.0281 loss: 2.0425 03/09 14:24:47 - mmengine - INFO - Epoch(train) [137][ 700/2503] lr: 2.7470e-01 eta: 15:42:15 time: 0.1360 data_time: 0.0359 loss: 2.0400 03/09 14:25:01 - mmengine - INFO - Epoch(train) [137][ 800/2503] lr: 2.7463e-01 eta: 15:42:01 time: 0.1309 data_time: 0.0036 loss: 2.1974 03/09 14:25:14 - mmengine - INFO - Epoch(train) [137][ 900/2503] lr: 2.7456e-01 eta: 15:41:47 time: 0.1695 data_time: 0.0526 loss: 1.9899 03/09 14:25:28 - mmengine - INFO - Epoch(train) [137][1000/2503] lr: 2.7450e-01 eta: 15:41:33 time: 0.1171 data_time: 0.0041 loss: 2.1022 03/09 14:25:42 - mmengine - INFO - Epoch(train) [137][1100/2503] lr: 2.7443e-01 eta: 15:41:19 time: 0.1628 data_time: 0.0036 loss: 1.9663 03/09 14:25:56 - mmengine - INFO - Epoch(train) [137][1200/2503] lr: 2.7436e-01 eta: 15:41:05 time: 0.1338 data_time: 0.0038 loss: 2.0596 03/09 14:26:09 - mmengine - INFO - Epoch(train) [137][1300/2503] lr: 2.7429e-01 eta: 15:40:51 time: 0.1267 data_time: 0.0039 loss: 2.1566 03/09 14:26:23 - mmengine - INFO - Epoch(train) [137][1400/2503] lr: 2.7423e-01 eta: 15:40:37 time: 0.1606 data_time: 0.0036 loss: 2.2425 03/09 14:26:37 - mmengine - INFO - Epoch(train) [137][1500/2503] lr: 2.7416e-01 eta: 15:40:23 time: 0.1306 data_time: 0.0036 loss: 2.0307 03/09 14:26:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:26:51 - mmengine - INFO - Epoch(train) [137][1600/2503] lr: 2.7409e-01 eta: 15:40:09 time: 0.1382 data_time: 0.0037 loss: 2.3001 03/09 14:27:05 - mmengine - INFO - Epoch(train) [137][1700/2503] lr: 2.7403e-01 eta: 15:39:55 time: 0.1566 data_time: 0.0038 loss: 2.4126 03/09 14:27:18 - mmengine - INFO - Epoch(train) [137][1800/2503] lr: 2.7396e-01 eta: 15:39:41 time: 0.1415 data_time: 0.0035 loss: 2.1201 03/09 14:27:32 - mmengine - INFO - Epoch(train) [137][1900/2503] lr: 2.7389e-01 eta: 15:39:27 time: 0.1091 data_time: 0.0038 loss: 2.3311 03/09 14:27:46 - mmengine - INFO - Epoch(train) [137][2000/2503] lr: 2.7383e-01 eta: 15:39:13 time: 0.1629 data_time: 0.0242 loss: 2.3605 03/09 14:27:59 - mmengine - INFO - Epoch(train) [137][2100/2503] lr: 2.7376e-01 eta: 15:38:59 time: 0.0990 data_time: 0.0035 loss: 2.2081 03/09 14:28:13 - mmengine - INFO - Epoch(train) [137][2200/2503] lr: 2.7369e-01 eta: 15:38:45 time: 0.1006 data_time: 0.0041 loss: 2.2607 03/09 14:28:27 - mmengine - INFO - Epoch(train) [137][2300/2503] lr: 2.7362e-01 eta: 15:38:31 time: 0.1349 data_time: 0.0038 loss: 2.3026 03/09 14:28:41 - mmengine - INFO - Epoch(train) [137][2400/2503] lr: 2.7356e-01 eta: 15:38:17 time: 0.1676 data_time: 0.0035 loss: 2.3087 03/09 14:28:54 - mmengine - INFO - Epoch(train) [137][2500/2503] lr: 2.7349e-01 eta: 15:38:03 time: 0.1392 data_time: 0.0186 loss: 2.1847 03/09 14:28:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:28:55 - mmengine - INFO - Saving checkpoint at 137 epochs 03/09 14:29:23 - mmengine - INFO - Epoch(val) [137][98/98] accuracy/top1: 56.5400 accuracy/top5: 80.5720 03/09 14:29:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:29:37 - mmengine - INFO - Epoch(train) [138][ 100/2503] lr: 2.7342e-01 eta: 15:37:49 time: 0.1387 data_time: 0.0040 loss: 2.0022 03/09 14:29:51 - mmengine - INFO - Epoch(train) [138][ 200/2503] lr: 2.7335e-01 eta: 15:37:36 time: 0.1710 data_time: 0.0041 loss: 2.0062 03/09 14:30:05 - mmengine - INFO - Epoch(train) [138][ 300/2503] lr: 2.7329e-01 eta: 15:37:22 time: 0.1309 data_time: 0.0043 loss: 1.9819 03/09 14:30:19 - mmengine - INFO - Epoch(train) [138][ 400/2503] lr: 2.7322e-01 eta: 15:37:08 time: 0.1431 data_time: 0.0045 loss: 2.0835 03/09 14:30:32 - mmengine - INFO - Epoch(train) [138][ 500/2503] lr: 2.7315e-01 eta: 15:36:53 time: 0.1213 data_time: 0.0038 loss: 2.1966 03/09 14:30:46 - mmengine - INFO - Epoch(train) [138][ 600/2503] lr: 2.7309e-01 eta: 15:36:39 time: 0.1602 data_time: 0.0038 loss: 1.9966 03/09 14:31:00 - mmengine - INFO - Epoch(train) [138][ 700/2503] lr: 2.7302e-01 eta: 15:36:25 time: 0.1500 data_time: 0.0037 loss: 2.2500 03/09 14:31:14 - mmengine - INFO - Epoch(train) [138][ 800/2503] lr: 2.7295e-01 eta: 15:36:11 time: 0.1665 data_time: 0.0557 loss: 2.1399 03/09 14:31:27 - mmengine - INFO - Epoch(train) [138][ 900/2503] lr: 2.7288e-01 eta: 15:35:57 time: 0.1237 data_time: 0.0037 loss: 2.0010 03/09 14:31:41 - mmengine - INFO - Epoch(train) [138][1000/2503] lr: 2.7282e-01 eta: 15:35:43 time: 0.1231 data_time: 0.0031 loss: 2.0291 03/09 14:31:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:31:54 - mmengine - INFO - Epoch(train) [138][1100/2503] lr: 2.7275e-01 eta: 15:35:29 time: 0.1350 data_time: 0.0276 loss: 2.0669 03/09 14:32:08 - mmengine - INFO - Epoch(train) [138][1200/2503] lr: 2.7268e-01 eta: 15:35:15 time: 0.1315 data_time: 0.0042 loss: 2.2393 03/09 14:32:23 - mmengine - INFO - Epoch(train) [138][1300/2503] lr: 2.7262e-01 eta: 15:35:02 time: 0.1868 data_time: 0.0034 loss: 2.1503 03/09 14:32:37 - mmengine - INFO - Epoch(train) [138][1400/2503] lr: 2.7255e-01 eta: 15:34:48 time: 0.1615 data_time: 0.0035 loss: 2.1541 03/09 14:32:50 - mmengine - INFO - Epoch(train) [138][1500/2503] lr: 2.7248e-01 eta: 15:34:33 time: 0.1522 data_time: 0.0128 loss: 2.2218 03/09 14:33:04 - mmengine - INFO - Epoch(train) [138][1600/2503] lr: 2.7242e-01 eta: 15:34:19 time: 0.0991 data_time: 0.0041 loss: 2.0875 03/09 14:33:18 - mmengine - INFO - Epoch(train) [138][1700/2503] lr: 2.7235e-01 eta: 15:34:06 time: 0.1292 data_time: 0.0041 loss: 2.1889 03/09 14:33:32 - mmengine - INFO - Epoch(train) [138][1800/2503] lr: 2.7228e-01 eta: 15:33:52 time: 0.1429 data_time: 0.0033 loss: 2.2392 03/09 14:33:46 - mmengine - INFO - Epoch(train) [138][1900/2503] lr: 2.7221e-01 eta: 15:33:38 time: 0.1268 data_time: 0.0036 loss: 2.2563 03/09 14:34:00 - mmengine - INFO - Epoch(train) [138][2000/2503] lr: 2.7215e-01 eta: 15:33:24 time: 0.1225 data_time: 0.0038 loss: 2.2826 03/09 14:34:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:34:14 - mmengine - INFO - Epoch(train) [138][2100/2503] lr: 2.7208e-01 eta: 15:33:10 time: 0.1317 data_time: 0.0047 loss: 2.2195 03/09 14:34:27 - mmengine - INFO - Epoch(train) [138][2200/2503] lr: 2.7201e-01 eta: 15:32:56 time: 0.1066 data_time: 0.0038 loss: 2.0630 03/09 14:34:41 - mmengine - INFO - Epoch(train) [138][2300/2503] lr: 2.7195e-01 eta: 15:32:42 time: 0.1313 data_time: 0.0039 loss: 2.2326 03/09 14:34:55 - mmengine - INFO - Epoch(train) [138][2400/2503] lr: 2.7188e-01 eta: 15:32:28 time: 0.1576 data_time: 0.0037 loss: 2.1963 03/09 14:35:08 - mmengine - INFO - Epoch(train) [138][2500/2503] lr: 2.7181e-01 eta: 15:32:14 time: 0.1167 data_time: 0.0046 loss: 2.0201 03/09 14:35:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:35:08 - mmengine - INFO - Saving checkpoint at 138 epochs 03/09 14:35:36 - mmengine - INFO - Epoch(val) [138][98/98] accuracy/top1: 53.9260 accuracy/top5: 78.2280 03/09 14:35:52 - mmengine - INFO - Epoch(train) [139][ 100/2503] lr: 2.7174e-01 eta: 15:32:02 time: 0.1885 data_time: 0.0037 loss: 1.8309 03/09 14:36:06 - mmengine - INFO - Epoch(train) [139][ 200/2503] lr: 2.7168e-01 eta: 15:31:48 time: 0.1191 data_time: 0.0040 loss: 2.0140 03/09 14:36:19 - mmengine - INFO - Epoch(train) [139][ 300/2503] lr: 2.7161e-01 eta: 15:31:33 time: 0.1253 data_time: 0.0153 loss: 2.1080 03/09 14:36:33 - mmengine - INFO - Epoch(train) [139][ 400/2503] lr: 2.7154e-01 eta: 15:31:19 time: 0.1334 data_time: 0.0038 loss: 2.2526 03/09 14:36:47 - mmengine - INFO - Epoch(train) [139][ 500/2503] lr: 2.7148e-01 eta: 15:31:05 time: 0.1542 data_time: 0.0610 loss: 2.1504 03/09 14:36:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:37:01 - mmengine - INFO - Epoch(train) [139][ 600/2503] lr: 2.7141e-01 eta: 15:30:51 time: 0.1694 data_time: 0.0039 loss: 2.0626 03/09 14:37:15 - mmengine - INFO - Epoch(train) [139][ 700/2503] lr: 2.7134e-01 eta: 15:30:37 time: 0.1154 data_time: 0.0040 loss: 2.2292 03/09 14:37:29 - mmengine - INFO - Epoch(train) [139][ 800/2503] lr: 2.7127e-01 eta: 15:30:24 time: 0.1686 data_time: 0.0649 loss: 2.0408 03/09 14:37:42 - mmengine - INFO - Epoch(train) [139][ 900/2503] lr: 2.7121e-01 eta: 15:30:10 time: 0.1296 data_time: 0.0040 loss: 1.9350 03/09 14:37:56 - mmengine - INFO - Epoch(train) [139][1000/2503] lr: 2.7114e-01 eta: 15:29:55 time: 0.1104 data_time: 0.0036 loss: 2.1357 03/09 14:38:10 - mmengine - INFO - Epoch(train) [139][1100/2503] lr: 2.7107e-01 eta: 15:29:41 time: 0.1502 data_time: 0.0036 loss: 2.2428 03/09 14:38:23 - mmengine - INFO - Epoch(train) [139][1200/2503] lr: 2.7101e-01 eta: 15:29:27 time: 0.1365 data_time: 0.0039 loss: 2.2290 03/09 14:38:37 - mmengine - INFO - Epoch(train) [139][1300/2503] lr: 2.7094e-01 eta: 15:29:13 time: 0.1528 data_time: 0.0033 loss: 2.1845 03/09 14:38:50 - mmengine - INFO - Epoch(train) [139][1400/2503] lr: 2.7087e-01 eta: 15:28:59 time: 0.1452 data_time: 0.0035 loss: 2.0081 03/09 14:39:04 - mmengine - INFO - Epoch(train) [139][1500/2503] lr: 2.7080e-01 eta: 15:28:45 time: 0.1551 data_time: 0.0035 loss: 2.0535 03/09 14:39:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:39:18 - mmengine - INFO - Epoch(train) [139][1600/2503] lr: 2.7074e-01 eta: 15:28:30 time: 0.1040 data_time: 0.0087 loss: 2.1356 03/09 14:39:31 - mmengine - INFO - Epoch(train) [139][1700/2503] lr: 2.7067e-01 eta: 15:28:17 time: 0.1307 data_time: 0.0040 loss: 2.1207 03/09 14:39:46 - mmengine - INFO - Epoch(train) [139][1800/2503] lr: 2.7060e-01 eta: 15:28:03 time: 0.1442 data_time: 0.0037 loss: 2.0079 03/09 14:39:59 - mmengine - INFO - Epoch(train) [139][1900/2503] lr: 2.7054e-01 eta: 15:27:49 time: 0.1240 data_time: 0.0041 loss: 2.1901 03/09 14:40:13 - mmengine - INFO - Epoch(train) [139][2000/2503] lr: 2.7047e-01 eta: 15:27:35 time: 0.1325 data_time: 0.0033 loss: 2.2919 03/09 14:40:27 - mmengine - INFO - Epoch(train) [139][2100/2503] lr: 2.7040e-01 eta: 15:27:21 time: 0.1596 data_time: 0.0043 loss: 2.0932 03/09 14:40:41 - mmengine - INFO - Epoch(train) [139][2200/2503] lr: 2.7034e-01 eta: 15:27:07 time: 0.1236 data_time: 0.0043 loss: 2.1003 03/09 14:40:54 - mmengine - INFO - Epoch(train) [139][2300/2503] lr: 2.7027e-01 eta: 15:26:53 time: 0.1325 data_time: 0.0039 loss: 2.2439 03/09 14:41:08 - mmengine - INFO - Epoch(train) [139][2400/2503] lr: 2.7020e-01 eta: 15:26:39 time: 0.1484 data_time: 0.0037 loss: 2.0649 03/09 14:41:22 - mmengine - INFO - Epoch(train) [139][2500/2503] lr: 2.7013e-01 eta: 15:26:24 time: 0.1540 data_time: 0.0049 loss: 2.2082 03/09 14:41:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:41:22 - mmengine - INFO - Saving checkpoint at 139 epochs 03/09 14:41:49 - mmengine - INFO - Epoch(val) [139][98/98] accuracy/top1: 56.4980 accuracy/top5: 80.4220 03/09 14:42:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:42:04 - mmengine - INFO - Epoch(train) [140][ 100/2503] lr: 2.7007e-01 eta: 15:26:12 time: 0.1446 data_time: 0.0035 loss: 1.9870 03/09 14:42:18 - mmengine - INFO - Epoch(train) [140][ 200/2503] lr: 2.7000e-01 eta: 15:25:58 time: 0.1423 data_time: 0.0071 loss: 2.0425 03/09 14:42:32 - mmengine - INFO - Epoch(train) [140][ 300/2503] lr: 2.6993e-01 eta: 15:25:44 time: 0.1244 data_time: 0.0037 loss: 2.0729 03/09 14:42:46 - mmengine - INFO - Epoch(train) [140][ 400/2503] lr: 2.6986e-01 eta: 15:25:30 time: 0.1490 data_time: 0.0037 loss: 2.0104 03/09 14:42:59 - mmengine - INFO - Epoch(train) [140][ 500/2503] lr: 2.6980e-01 eta: 15:25:15 time: 0.0995 data_time: 0.0037 loss: 2.0061 03/09 14:43:13 - mmengine - INFO - Epoch(train) [140][ 600/2503] lr: 2.6973e-01 eta: 15:25:01 time: 0.1359 data_time: 0.0039 loss: 2.1948 03/09 14:43:26 - mmengine - INFO - Epoch(train) [140][ 700/2503] lr: 2.6966e-01 eta: 15:24:47 time: 0.1404 data_time: 0.0036 loss: 2.1565 03/09 14:43:40 - mmengine - INFO - Epoch(train) [140][ 800/2503] lr: 2.6960e-01 eta: 15:24:33 time: 0.1155 data_time: 0.0043 loss: 2.2118 03/09 14:43:54 - mmengine - INFO - Epoch(train) [140][ 900/2503] lr: 2.6953e-01 eta: 15:24:20 time: 0.1714 data_time: 0.0048 loss: 2.0194 03/09 14:44:07 - mmengine - INFO - Epoch(train) [140][1000/2503] lr: 2.6946e-01 eta: 15:24:05 time: 0.1090 data_time: 0.0039 loss: 2.0361 03/09 14:44:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:44:22 - mmengine - INFO - Epoch(train) [140][1100/2503] lr: 2.6940e-01 eta: 15:23:51 time: 0.1338 data_time: 0.0046 loss: 1.9472 03/09 14:44:36 - mmengine - INFO - Epoch(train) [140][1200/2503] lr: 2.6933e-01 eta: 15:23:38 time: 0.1206 data_time: 0.0039 loss: 2.2740 03/09 14:44:50 - mmengine - INFO - Epoch(train) [140][1300/2503] lr: 2.6926e-01 eta: 15:23:24 time: 0.1072 data_time: 0.0041 loss: 2.2237 03/09 14:45:04 - mmengine - INFO - Epoch(train) [140][1400/2503] lr: 2.6919e-01 eta: 15:23:10 time: 0.1477 data_time: 0.0037 loss: 2.0492 03/09 14:45:18 - mmengine - INFO - Epoch(train) [140][1500/2503] lr: 2.6913e-01 eta: 15:22:56 time: 0.1114 data_time: 0.0179 loss: 2.1763 03/09 14:45:31 - mmengine - INFO - Epoch(train) [140][1600/2503] lr: 2.6906e-01 eta: 15:22:42 time: 0.1172 data_time: 0.0033 loss: 2.1409 03/09 14:45:45 - mmengine - INFO - Epoch(train) [140][1700/2503] lr: 2.6899e-01 eta: 15:22:28 time: 0.1278 data_time: 0.0036 loss: 2.1777 03/09 14:45:58 - mmengine - INFO - Epoch(train) [140][1800/2503] lr: 2.6893e-01 eta: 15:22:13 time: 0.1035 data_time: 0.0044 loss: 2.2128 03/09 14:46:13 - mmengine - INFO - Epoch(train) [140][1900/2503] lr: 2.6886e-01 eta: 15:22:00 time: 0.1118 data_time: 0.0039 loss: 2.0498 03/09 14:46:26 - mmengine - INFO - Epoch(train) [140][2000/2503] lr: 2.6879e-01 eta: 15:21:46 time: 0.1093 data_time: 0.0041 loss: 2.2441 03/09 14:46:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:46:41 - mmengine - INFO - Epoch(train) [140][2100/2503] lr: 2.6872e-01 eta: 15:21:33 time: 0.1563 data_time: 0.0039 loss: 2.1491 03/09 14:46:55 - mmengine - INFO - Epoch(train) [140][2200/2503] lr: 2.6866e-01 eta: 15:21:19 time: 0.1218 data_time: 0.0038 loss: 2.2279 03/09 14:47:09 - mmengine - INFO - Epoch(train) [140][2300/2503] lr: 2.6859e-01 eta: 15:21:05 time: 0.1467 data_time: 0.0041 loss: 2.2061 03/09 14:47:23 - mmengine - INFO - Epoch(train) [140][2400/2503] lr: 2.6852e-01 eta: 15:20:51 time: 0.1075 data_time: 0.0042 loss: 2.2747 03/09 14:47:36 - mmengine - INFO - Epoch(train) [140][2500/2503] lr: 2.6846e-01 eta: 15:20:37 time: 0.1161 data_time: 0.0051 loss: 2.0994 03/09 14:47:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:47:37 - mmengine - INFO - Saving checkpoint at 140 epochs 03/09 14:48:04 - mmengine - INFO - Epoch(val) [140][98/98] accuracy/top1: 57.4480 accuracy/top5: 80.8940 03/09 14:48:20 - mmengine - INFO - Epoch(train) [141][ 100/2503] lr: 2.6839e-01 eta: 15:20:24 time: 0.1238 data_time: 0.0304 loss: 2.0953 03/09 14:48:34 - mmengine - INFO - Epoch(train) [141][ 200/2503] lr: 2.6832e-01 eta: 15:20:10 time: 0.1208 data_time: 0.0253 loss: 2.0375 03/09 14:48:48 - mmengine - INFO - Epoch(train) [141][ 300/2503] lr: 2.6825e-01 eta: 15:19:57 time: 0.1539 data_time: 0.0120 loss: 2.0160 03/09 14:49:01 - mmengine - INFO - Epoch(train) [141][ 400/2503] lr: 2.6819e-01 eta: 15:19:42 time: 0.1283 data_time: 0.0039 loss: 2.0892 03/09 14:49:15 - mmengine - INFO - Epoch(train) [141][ 500/2503] lr: 2.6812e-01 eta: 15:19:29 time: 0.1350 data_time: 0.0074 loss: 2.1294 03/09 14:49:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:49:29 - mmengine - INFO - Epoch(train) [141][ 600/2503] lr: 2.6805e-01 eta: 15:19:15 time: 0.1615 data_time: 0.0038 loss: 2.1647 03/09 14:49:43 - mmengine - INFO - Epoch(train) [141][ 700/2503] lr: 2.6799e-01 eta: 15:19:00 time: 0.1567 data_time: 0.0230 loss: 2.2509 03/09 14:49:56 - mmengine - INFO - Epoch(train) [141][ 800/2503] lr: 2.6792e-01 eta: 15:18:46 time: 0.1153 data_time: 0.0191 loss: 1.9485 03/09 14:50:10 - mmengine - INFO - Epoch(train) [141][ 900/2503] lr: 2.6785e-01 eta: 15:18:32 time: 0.1246 data_time: 0.0285 loss: 2.1496 03/09 14:50:24 - mmengine - INFO - Epoch(train) [141][1000/2503] lr: 2.6778e-01 eta: 15:18:18 time: 0.1070 data_time: 0.0041 loss: 2.1723 03/09 14:50:38 - mmengine - INFO - Epoch(train) [141][1100/2503] lr: 2.6772e-01 eta: 15:18:04 time: 0.1327 data_time: 0.0039 loss: 2.1579 03/09 14:50:52 - mmengine - INFO - Epoch(train) [141][1200/2503] lr: 2.6765e-01 eta: 15:17:51 time: 0.1706 data_time: 0.0037 loss: 2.3239 03/09 14:51:05 - mmengine - INFO - Epoch(train) [141][1300/2503] lr: 2.6758e-01 eta: 15:17:36 time: 0.1205 data_time: 0.0036 loss: 2.0511 03/09 14:51:19 - mmengine - INFO - Epoch(train) [141][1400/2503] lr: 2.6752e-01 eta: 15:17:22 time: 0.1536 data_time: 0.0040 loss: 2.0557 03/09 14:51:33 - mmengine - INFO - Epoch(train) [141][1500/2503] lr: 2.6745e-01 eta: 15:17:08 time: 0.1286 data_time: 0.0038 loss: 2.2623 03/09 14:51:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:51:47 - mmengine - INFO - Epoch(train) [141][1600/2503] lr: 2.6738e-01 eta: 15:16:54 time: 0.1454 data_time: 0.0336 loss: 2.0041 03/09 14:52:00 - mmengine - INFO - Epoch(train) [141][1700/2503] lr: 2.6732e-01 eta: 15:16:40 time: 0.1280 data_time: 0.0038 loss: 2.1444 03/09 14:52:13 - mmengine - INFO - Epoch(train) [141][1800/2503] lr: 2.6725e-01 eta: 15:16:26 time: 0.1247 data_time: 0.0039 loss: 2.1048 03/09 14:52:27 - mmengine - INFO - Epoch(train) [141][1900/2503] lr: 2.6718e-01 eta: 15:16:12 time: 0.1712 data_time: 0.0038 loss: 2.1562 03/09 14:52:41 - mmengine - INFO - Epoch(train) [141][2000/2503] lr: 2.6711e-01 eta: 15:15:58 time: 0.1434 data_time: 0.0044 loss: 2.2082 03/09 14:52:55 - mmengine - INFO - Epoch(train) [141][2100/2503] lr: 2.6705e-01 eta: 15:15:44 time: 0.1409 data_time: 0.0081 loss: 2.2408 03/09 14:53:09 - mmengine - INFO - Epoch(train) [141][2200/2503] lr: 2.6698e-01 eta: 15:15:30 time: 0.1355 data_time: 0.0035 loss: 2.1658 03/09 14:53:24 - mmengine - INFO - Epoch(train) [141][2300/2503] lr: 2.6691e-01 eta: 15:15:17 time: 0.1453 data_time: 0.0038 loss: 1.9934 03/09 14:53:38 - mmengine - INFO - Epoch(train) [141][2400/2503] lr: 2.6685e-01 eta: 15:15:04 time: 0.1371 data_time: 0.0036 loss: 2.1769 03/09 14:53:52 - mmengine - INFO - Epoch(train) [141][2500/2503] lr: 2.6678e-01 eta: 15:14:50 time: 0.1008 data_time: 0.0057 loss: 2.2809 03/09 14:53:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:53:53 - mmengine - INFO - Saving checkpoint at 141 epochs 03/09 14:54:19 - mmengine - INFO - Epoch(val) [141][98/98] accuracy/top1: 56.6660 accuracy/top5: 80.4060 03/09 14:54:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:54:34 - mmengine - INFO - Epoch(train) [142][ 100/2503] lr: 2.6671e-01 eta: 15:14:38 time: 0.1209 data_time: 0.0041 loss: 1.9745 03/09 14:54:48 - mmengine - INFO - Epoch(train) [142][ 200/2503] lr: 2.6664e-01 eta: 15:14:24 time: 0.1372 data_time: 0.0039 loss: 2.0984 03/09 14:55:02 - mmengine - INFO - Epoch(train) [142][ 300/2503] lr: 2.6658e-01 eta: 15:14:10 time: 0.1179 data_time: 0.0037 loss: 2.1629 03/09 14:55:16 - mmengine - INFO - Epoch(train) [142][ 400/2503] lr: 2.6651e-01 eta: 15:13:56 time: 0.1453 data_time: 0.0036 loss: 1.9960 03/09 14:55:29 - mmengine - INFO - Epoch(train) [142][ 500/2503] lr: 2.6644e-01 eta: 15:13:42 time: 0.1252 data_time: 0.0037 loss: 2.3265 03/09 14:55:43 - mmengine - INFO - Epoch(train) [142][ 600/2503] lr: 2.6637e-01 eta: 15:13:28 time: 0.1158 data_time: 0.0039 loss: 2.0882 03/09 14:55:57 - mmengine - INFO - Epoch(train) [142][ 700/2503] lr: 2.6631e-01 eta: 15:13:14 time: 0.1257 data_time: 0.0037 loss: 2.2385 03/09 14:56:10 - mmengine - INFO - Epoch(train) [142][ 800/2503] lr: 2.6624e-01 eta: 15:13:00 time: 0.1086 data_time: 0.0102 loss: 2.1727 03/09 14:56:24 - mmengine - INFO - Epoch(train) [142][ 900/2503] lr: 2.6617e-01 eta: 15:12:46 time: 0.1398 data_time: 0.0038 loss: 2.1410 03/09 14:56:38 - mmengine - INFO - Epoch(train) [142][1000/2503] lr: 2.6611e-01 eta: 15:12:32 time: 0.1472 data_time: 0.0038 loss: 2.0890 03/09 14:56:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:56:52 - mmengine - INFO - Epoch(train) [142][1100/2503] lr: 2.6604e-01 eta: 15:12:18 time: 0.1992 data_time: 0.0038 loss: 2.0700 03/09 14:57:05 - mmengine - INFO - Epoch(train) [142][1200/2503] lr: 2.6597e-01 eta: 15:12:04 time: 0.1259 data_time: 0.0037 loss: 2.1474 03/09 14:57:19 - mmengine - INFO - Epoch(train) [142][1300/2503] lr: 2.6591e-01 eta: 15:11:50 time: 0.1503 data_time: 0.0036 loss: 2.2110 03/09 14:57:33 - mmengine - INFO - Epoch(train) [142][1400/2503] lr: 2.6584e-01 eta: 15:11:36 time: 0.1252 data_time: 0.0036 loss: 2.2568 03/09 14:57:47 - mmengine - INFO - Epoch(train) [142][1500/2503] lr: 2.6577e-01 eta: 15:11:22 time: 0.1210 data_time: 0.0036 loss: 2.1552 03/09 14:58:01 - mmengine - INFO - Epoch(train) [142][1600/2503] lr: 2.6570e-01 eta: 15:11:09 time: 0.1477 data_time: 0.0037 loss: 2.3227 03/09 14:58:15 - mmengine - INFO - Epoch(train) [142][1700/2503] lr: 2.6564e-01 eta: 15:10:54 time: 0.1357 data_time: 0.0036 loss: 2.2731 03/09 14:58:28 - mmengine - INFO - Epoch(train) [142][1800/2503] lr: 2.6557e-01 eta: 15:10:40 time: 0.1266 data_time: 0.0039 loss: 2.1745 03/09 14:58:42 - mmengine - INFO - Epoch(train) [142][1900/2503] lr: 2.6550e-01 eta: 15:10:26 time: 0.1155 data_time: 0.0037 loss: 2.2229 03/09 14:58:56 - mmengine - INFO - Epoch(train) [142][2000/2503] lr: 2.6544e-01 eta: 15:10:12 time: 0.1176 data_time: 0.0034 loss: 2.2227 03/09 14:59:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 14:59:10 - mmengine - INFO - Epoch(train) [142][2100/2503] lr: 2.6537e-01 eta: 15:09:58 time: 0.1480 data_time: 0.0463 loss: 2.0588 03/09 14:59:23 - mmengine - INFO - Epoch(train) [142][2200/2503] lr: 2.6530e-01 eta: 15:09:44 time: 0.1231 data_time: 0.0037 loss: 2.1153 03/09 14:59:37 - mmengine - INFO - Epoch(train) [142][2300/2503] lr: 2.6523e-01 eta: 15:09:30 time: 0.1563 data_time: 0.0038 loss: 1.9979 03/09 14:59:50 - mmengine - INFO - Epoch(train) [142][2400/2503] lr: 2.6517e-01 eta: 15:09:16 time: 0.1067 data_time: 0.0039 loss: 2.0659 03/09 15:00:04 - mmengine - INFO - Epoch(train) [142][2500/2503] lr: 2.6510e-01 eta: 15:09:02 time: 0.1048 data_time: 0.0044 loss: 2.2048 03/09 15:00:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:00:05 - mmengine - INFO - Saving checkpoint at 142 epochs 03/09 15:00:30 - mmengine - INFO - Epoch(val) [142][98/98] accuracy/top1: 56.2200 accuracy/top5: 80.2560 03/09 15:00:45 - mmengine - INFO - Epoch(train) [143][ 100/2503] lr: 2.6503e-01 eta: 15:08:49 time: 0.1766 data_time: 0.0771 loss: 1.8826 03/09 15:01:00 - mmengine - INFO - Epoch(train) [143][ 200/2503] lr: 2.6496e-01 eta: 15:08:36 time: 0.0999 data_time: 0.0036 loss: 2.1491 03/09 15:01:14 - mmengine - INFO - Epoch(train) [143][ 300/2503] lr: 2.6490e-01 eta: 15:08:22 time: 0.1431 data_time: 0.0149 loss: 2.1517 03/09 15:01:29 - mmengine - INFO - Epoch(train) [143][ 400/2503] lr: 2.6483e-01 eta: 15:08:09 time: 0.1314 data_time: 0.0036 loss: 2.1249 03/09 15:01:42 - mmengine - INFO - Epoch(train) [143][ 500/2503] lr: 2.6476e-01 eta: 15:07:55 time: 0.1322 data_time: 0.0056 loss: 2.1575 03/09 15:01:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:01:56 - mmengine - INFO - Epoch(train) [143][ 600/2503] lr: 2.6470e-01 eta: 15:07:41 time: 0.1402 data_time: 0.0134 loss: 2.0884 03/09 15:02:10 - mmengine - INFO - Epoch(train) [143][ 700/2503] lr: 2.6463e-01 eta: 15:07:27 time: 0.1366 data_time: 0.0037 loss: 2.1724 03/09 15:02:24 - mmengine - INFO - Epoch(train) [143][ 800/2503] lr: 2.6456e-01 eta: 15:07:13 time: 0.1484 data_time: 0.0039 loss: 2.2197 03/09 15:02:37 - mmengine - INFO - Epoch(train) [143][ 900/2503] lr: 2.6450e-01 eta: 15:06:59 time: 0.1236 data_time: 0.0042 loss: 2.1086 03/09 15:02:51 - mmengine - INFO - Epoch(train) [143][1000/2503] lr: 2.6443e-01 eta: 15:06:45 time: 0.1344 data_time: 0.0043 loss: 2.0323 03/09 15:03:05 - mmengine - INFO - Epoch(train) [143][1100/2503] lr: 2.6436e-01 eta: 15:06:31 time: 0.1206 data_time: 0.0035 loss: 2.0700 03/09 15:03:19 - mmengine - INFO - Epoch(train) [143][1200/2503] lr: 2.6429e-01 eta: 15:06:17 time: 0.1495 data_time: 0.0035 loss: 2.1291 03/09 15:03:32 - mmengine - INFO - Epoch(train) [143][1300/2503] lr: 2.6423e-01 eta: 15:06:03 time: 0.1378 data_time: 0.0039 loss: 2.0941 03/09 15:03:46 - mmengine - INFO - Epoch(train) [143][1400/2503] lr: 2.6416e-01 eta: 15:05:49 time: 0.1607 data_time: 0.0036 loss: 2.1189 03/09 15:04:00 - mmengine - INFO - Epoch(train) [143][1500/2503] lr: 2.6409e-01 eta: 15:05:35 time: 0.1378 data_time: 0.0038 loss: 2.2159 03/09 15:04:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:04:14 - mmengine - INFO - Epoch(train) [143][1600/2503] lr: 2.6403e-01 eta: 15:05:21 time: 0.1607 data_time: 0.0038 loss: 2.1065 03/09 15:04:28 - mmengine - INFO - Epoch(train) [143][1700/2503] lr: 2.6396e-01 eta: 15:05:08 time: 0.1517 data_time: 0.0038 loss: 2.0379 03/09 15:04:42 - mmengine - INFO - Epoch(train) [143][1800/2503] lr: 2.6389e-01 eta: 15:04:54 time: 0.1229 data_time: 0.0037 loss: 2.1847 03/09 15:04:55 - mmengine - INFO - Epoch(train) [143][1900/2503] lr: 2.6383e-01 eta: 15:04:39 time: 0.1252 data_time: 0.0045 loss: 2.0759 03/09 15:05:09 - mmengine - INFO - Epoch(train) [143][2000/2503] lr: 2.6376e-01 eta: 15:04:25 time: 0.1149 data_time: 0.0038 loss: 2.1845 03/09 15:05:23 - mmengine - INFO - Epoch(train) [143][2100/2503] lr: 2.6369e-01 eta: 15:04:12 time: 0.1499 data_time: 0.0037 loss: 2.2071 03/09 15:05:37 - mmengine - INFO - Epoch(train) [143][2200/2503] lr: 2.6362e-01 eta: 15:03:58 time: 0.1259 data_time: 0.0164 loss: 2.0684 03/09 15:05:50 - mmengine - INFO - Epoch(train) [143][2300/2503] lr: 2.6356e-01 eta: 15:03:44 time: 0.1333 data_time: 0.0042 loss: 2.1177 03/09 15:06:04 - mmengine - INFO - Epoch(train) [143][2400/2503] lr: 2.6349e-01 eta: 15:03:30 time: 0.1529 data_time: 0.0036 loss: 2.0544 03/09 15:06:18 - mmengine - INFO - Epoch(train) [143][2500/2503] lr: 2.6342e-01 eta: 15:03:16 time: 0.1067 data_time: 0.0053 loss: 2.2259 03/09 15:06:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:06:18 - mmengine - INFO - Saving checkpoint at 143 epochs 03/09 15:06:45 - mmengine - INFO - Epoch(val) [143][98/98] accuracy/top1: 56.6720 accuracy/top5: 80.5000 03/09 15:06:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:07:01 - mmengine - INFO - Epoch(train) [144][ 100/2503] lr: 2.6335e-01 eta: 15:03:03 time: 0.1734 data_time: 0.0035 loss: 2.1591 03/09 15:07:15 - mmengine - INFO - Epoch(train) [144][ 200/2503] lr: 2.6329e-01 eta: 15:02:49 time: 0.1480 data_time: 0.0039 loss: 2.0595 03/09 15:07:29 - mmengine - INFO - Epoch(train) [144][ 300/2503] lr: 2.6322e-01 eta: 15:02:35 time: 0.1353 data_time: 0.0039 loss: 2.2309 03/09 15:07:43 - mmengine - INFO - Epoch(train) [144][ 400/2503] lr: 2.6315e-01 eta: 15:02:22 time: 0.1435 data_time: 0.0035 loss: 1.9403 03/09 15:07:57 - mmengine - INFO - Epoch(train) [144][ 500/2503] lr: 2.6309e-01 eta: 15:02:08 time: 0.1355 data_time: 0.0039 loss: 2.0145 03/09 15:08:10 - mmengine - INFO - Epoch(train) [144][ 600/2503] lr: 2.6302e-01 eta: 15:01:54 time: 0.1291 data_time: 0.0037 loss: 1.9377 03/09 15:08:24 - mmengine - INFO - Epoch(train) [144][ 700/2503] lr: 2.6295e-01 eta: 15:01:40 time: 0.1216 data_time: 0.0195 loss: 2.1933 03/09 15:08:38 - mmengine - INFO - Epoch(train) [144][ 800/2503] lr: 2.6288e-01 eta: 15:01:26 time: 0.1334 data_time: 0.0042 loss: 2.0678 03/09 15:08:51 - mmengine - INFO - Epoch(train) [144][ 900/2503] lr: 2.6282e-01 eta: 15:01:11 time: 0.1241 data_time: 0.0036 loss: 2.0917 03/09 15:09:05 - mmengine - INFO - Epoch(train) [144][1000/2503] lr: 2.6275e-01 eta: 15:00:57 time: 0.1268 data_time: 0.0040 loss: 2.0555 03/09 15:09:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:09:18 - mmengine - INFO - Epoch(train) [144][1100/2503] lr: 2.6268e-01 eta: 15:00:43 time: 0.1187 data_time: 0.0037 loss: 2.1677 03/09 15:09:32 - mmengine - INFO - Epoch(train) [144][1200/2503] lr: 2.6262e-01 eta: 15:00:29 time: 0.1549 data_time: 0.0035 loss: 1.9812 03/09 15:09:46 - mmengine - INFO - Epoch(train) [144][1300/2503] lr: 2.6255e-01 eta: 15:00:15 time: 0.1137 data_time: 0.0042 loss: 2.1844 03/09 15:10:00 - mmengine - INFO - Epoch(train) [144][1400/2503] lr: 2.6248e-01 eta: 15:00:01 time: 0.1463 data_time: 0.0037 loss: 2.0252 03/09 15:10:14 - mmengine - INFO - Epoch(train) [144][1500/2503] lr: 2.6242e-01 eta: 14:59:47 time: 0.1717 data_time: 0.0036 loss: 2.1395 03/09 15:10:28 - mmengine - INFO - Epoch(train) [144][1600/2503] lr: 2.6235e-01 eta: 14:59:33 time: 0.1664 data_time: 0.0043 loss: 2.2298 03/09 15:10:41 - mmengine - INFO - Epoch(train) [144][1700/2503] lr: 2.6228e-01 eta: 14:59:19 time: 0.1590 data_time: 0.0037 loss: 2.2715 03/09 15:10:55 - mmengine - INFO - Epoch(train) [144][1800/2503] lr: 2.6221e-01 eta: 14:59:05 time: 0.1356 data_time: 0.0036 loss: 2.1279 03/09 15:11:08 - mmengine - INFO - Epoch(train) [144][1900/2503] lr: 2.6215e-01 eta: 14:58:51 time: 0.1306 data_time: 0.0037 loss: 1.9740 03/09 15:11:22 - mmengine - INFO - Epoch(train) [144][2000/2503] lr: 2.6208e-01 eta: 14:58:37 time: 0.1369 data_time: 0.0033 loss: 2.2125 03/09 15:11:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:11:36 - mmengine - INFO - Epoch(train) [144][2100/2503] lr: 2.6201e-01 eta: 14:58:23 time: 0.1039 data_time: 0.0078 loss: 2.0722 03/09 15:11:49 - mmengine - INFO - Epoch(train) [144][2200/2503] lr: 2.6195e-01 eta: 14:58:09 time: 0.1417 data_time: 0.0040 loss: 2.0092 03/09 15:12:03 - mmengine - INFO - Epoch(train) [144][2300/2503] lr: 2.6188e-01 eta: 14:57:54 time: 0.1270 data_time: 0.0037 loss: 2.1092 03/09 15:12:17 - mmengine - INFO - Epoch(train) [144][2400/2503] lr: 2.6181e-01 eta: 14:57:41 time: 0.1316 data_time: 0.0038 loss: 2.1725 03/09 15:12:31 - mmengine - INFO - Epoch(train) [144][2500/2503] lr: 2.6175e-01 eta: 14:57:27 time: 0.1252 data_time: 0.0036 loss: 2.2525 03/09 15:12:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:12:31 - mmengine - INFO - Saving checkpoint at 144 epochs 03/09 15:12:58 - mmengine - INFO - Epoch(val) [144][98/98] accuracy/top1: 57.1920 accuracy/top5: 80.8980 03/09 15:13:13 - mmengine - INFO - Epoch(train) [145][ 100/2503] lr: 2.6168e-01 eta: 14:57:14 time: 0.1270 data_time: 0.0040 loss: 2.2565 03/09 15:13:28 - mmengine - INFO - Epoch(train) [145][ 200/2503] lr: 2.6161e-01 eta: 14:57:01 time: 0.2088 data_time: 0.0038 loss: 2.0291 03/09 15:13:41 - mmengine - INFO - Epoch(train) [145][ 300/2503] lr: 2.6154e-01 eta: 14:56:46 time: 0.1531 data_time: 0.0040 loss: 2.0933 03/09 15:13:55 - mmengine - INFO - Epoch(train) [145][ 400/2503] lr: 2.6148e-01 eta: 14:56:32 time: 0.1557 data_time: 0.0042 loss: 2.0578 03/09 15:14:08 - mmengine - INFO - Epoch(train) [145][ 500/2503] lr: 2.6141e-01 eta: 14:56:18 time: 0.1394 data_time: 0.0150 loss: 2.0688 03/09 15:14:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:14:22 - mmengine - INFO - Epoch(train) [145][ 600/2503] lr: 2.6134e-01 eta: 14:56:04 time: 0.1596 data_time: 0.0034 loss: 2.1858 03/09 15:14:37 - mmengine - INFO - Epoch(train) [145][ 700/2503] lr: 2.6127e-01 eta: 14:55:51 time: 0.1517 data_time: 0.0037 loss: 2.1119 03/09 15:14:50 - mmengine - INFO - Epoch(train) [145][ 800/2503] lr: 2.6121e-01 eta: 14:55:37 time: 0.1260 data_time: 0.0039 loss: 2.1725 03/09 15:15:04 - mmengine - INFO - Epoch(train) [145][ 900/2503] lr: 2.6114e-01 eta: 14:55:23 time: 0.1193 data_time: 0.0060 loss: 2.0389 03/09 15:15:18 - mmengine - INFO - Epoch(train) [145][1000/2503] lr: 2.6107e-01 eta: 14:55:09 time: 0.1346 data_time: 0.0035 loss: 2.2500 03/09 15:15:31 - mmengine - INFO - Epoch(train) [145][1100/2503] lr: 2.6101e-01 eta: 14:54:55 time: 0.1301 data_time: 0.0036 loss: 2.0098 03/09 15:15:45 - mmengine - INFO - Epoch(train) [145][1200/2503] lr: 2.6094e-01 eta: 14:54:41 time: 0.1626 data_time: 0.0035 loss: 2.0912 03/09 15:15:59 - mmengine - INFO - Epoch(train) [145][1300/2503] lr: 2.6087e-01 eta: 14:54:27 time: 0.1333 data_time: 0.0042 loss: 2.2877 03/09 15:16:13 - mmengine - INFO - Epoch(train) [145][1400/2503] lr: 2.6080e-01 eta: 14:54:13 time: 0.1220 data_time: 0.0036 loss: 2.2263 03/09 15:16:26 - mmengine - INFO - Epoch(train) [145][1500/2503] lr: 2.6074e-01 eta: 14:53:59 time: 0.1306 data_time: 0.0040 loss: 2.1703 03/09 15:16:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:16:40 - mmengine - INFO - Epoch(train) [145][1600/2503] lr: 2.6067e-01 eta: 14:53:45 time: 0.1453 data_time: 0.0039 loss: 2.1094 03/09 15:16:54 - mmengine - INFO - Epoch(train) [145][1700/2503] lr: 2.6060e-01 eta: 14:53:31 time: 0.1156 data_time: 0.0036 loss: 2.0411 03/09 15:17:08 - mmengine - INFO - Epoch(train) [145][1800/2503] lr: 2.6054e-01 eta: 14:53:17 time: 0.1555 data_time: 0.0034 loss: 2.1321 03/09 15:17:22 - mmengine - INFO - Epoch(train) [145][1900/2503] lr: 2.6047e-01 eta: 14:53:03 time: 0.1318 data_time: 0.0039 loss: 2.1206 03/09 15:17:36 - mmengine - INFO - Epoch(train) [145][2000/2503] lr: 2.6040e-01 eta: 14:52:49 time: 0.1197 data_time: 0.0043 loss: 2.1547 03/09 15:17:49 - mmengine - INFO - Epoch(train) [145][2100/2503] lr: 2.6034e-01 eta: 14:52:35 time: 0.1034 data_time: 0.0039 loss: 2.0605 03/09 15:18:03 - mmengine - INFO - Epoch(train) [145][2200/2503] lr: 2.6027e-01 eta: 14:52:21 time: 0.1658 data_time: 0.0040 loss: 2.2347 03/09 15:18:16 - mmengine - INFO - Epoch(train) [145][2300/2503] lr: 2.6020e-01 eta: 14:52:07 time: 0.1190 data_time: 0.0039 loss: 2.1356 03/09 15:18:30 - mmengine - INFO - Epoch(train) [145][2400/2503] lr: 2.6013e-01 eta: 14:51:53 time: 0.1336 data_time: 0.0043 loss: 2.0558 03/09 15:18:44 - mmengine - INFO - Epoch(train) [145][2500/2503] lr: 2.6007e-01 eta: 14:51:39 time: 0.1216 data_time: 0.0049 loss: 2.2098 03/09 15:18:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:18:44 - mmengine - INFO - Saving checkpoint at 145 epochs 03/09 15:19:11 - mmengine - INFO - Epoch(val) [145][98/98] accuracy/top1: 57.3980 accuracy/top5: 80.9540 03/09 15:19:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:19:26 - mmengine - INFO - Epoch(train) [146][ 100/2503] lr: 2.6000e-01 eta: 14:51:25 time: 0.1182 data_time: 0.0039 loss: 1.9656 03/09 15:19:40 - mmengine - INFO - Epoch(train) [146][ 200/2503] lr: 2.5993e-01 eta: 14:51:12 time: 0.1437 data_time: 0.0039 loss: 2.0131 03/09 15:19:54 - mmengine - INFO - Epoch(train) [146][ 300/2503] lr: 2.5986e-01 eta: 14:50:58 time: 0.1718 data_time: 0.0037 loss: 1.9810 03/09 15:20:08 - mmengine - INFO - Epoch(train) [146][ 400/2503] lr: 2.5980e-01 eta: 14:50:44 time: 0.1674 data_time: 0.0037 loss: 2.0230 03/09 15:20:22 - mmengine - INFO - Epoch(train) [146][ 500/2503] lr: 2.5973e-01 eta: 14:50:31 time: 0.1581 data_time: 0.0037 loss: 2.1987 03/09 15:20:36 - mmengine - INFO - Epoch(train) [146][ 600/2503] lr: 2.5966e-01 eta: 14:50:17 time: 0.1478 data_time: 0.0042 loss: 2.1129 03/09 15:20:49 - mmengine - INFO - Epoch(train) [146][ 700/2503] lr: 2.5960e-01 eta: 14:50:03 time: 0.1035 data_time: 0.0039 loss: 2.0243 03/09 15:21:03 - mmengine - INFO - Epoch(train) [146][ 800/2503] lr: 2.5953e-01 eta: 14:49:49 time: 0.1341 data_time: 0.0038 loss: 2.0089 03/09 15:21:17 - mmengine - INFO - Epoch(train) [146][ 900/2503] lr: 2.5946e-01 eta: 14:49:34 time: 0.1310 data_time: 0.0041 loss: 2.3092 03/09 15:21:30 - mmengine - INFO - Epoch(train) [146][1000/2503] lr: 2.5940e-01 eta: 14:49:20 time: 0.1161 data_time: 0.0037 loss: 2.1068 03/09 15:21:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:21:44 - mmengine - INFO - Epoch(train) [146][1100/2503] lr: 2.5933e-01 eta: 14:49:06 time: 0.1238 data_time: 0.0038 loss: 1.9304 03/09 15:21:57 - mmengine - INFO - Epoch(train) [146][1200/2503] lr: 2.5926e-01 eta: 14:48:52 time: 0.1440 data_time: 0.0037 loss: 2.1575 03/09 15:22:11 - mmengine - INFO - Epoch(train) [146][1300/2503] lr: 2.5919e-01 eta: 14:48:38 time: 0.1320 data_time: 0.0038 loss: 2.1906 03/09 15:22:25 - mmengine - INFO - Epoch(train) [146][1400/2503] lr: 2.5913e-01 eta: 14:48:24 time: 0.1180 data_time: 0.0035 loss: 2.0575 03/09 15:22:39 - mmengine - INFO - Epoch(train) [146][1500/2503] lr: 2.5906e-01 eta: 14:48:10 time: 0.1454 data_time: 0.0041 loss: 2.0941 03/09 15:22:52 - mmengine - INFO - Epoch(train) [146][1600/2503] lr: 2.5899e-01 eta: 14:47:56 time: 0.1412 data_time: 0.0039 loss: 2.1854 03/09 15:23:06 - mmengine - INFO - Epoch(train) [146][1700/2503] lr: 2.5893e-01 eta: 14:47:42 time: 0.1496 data_time: 0.0066 loss: 1.9804 03/09 15:23:20 - mmengine - INFO - Epoch(train) [146][1800/2503] lr: 2.5886e-01 eta: 14:47:28 time: 0.1253 data_time: 0.0221 loss: 2.1116 03/09 15:23:34 - mmengine - INFO - Epoch(train) [146][1900/2503] lr: 2.5879e-01 eta: 14:47:14 time: 0.1304 data_time: 0.0040 loss: 2.2736 03/09 15:23:47 - mmengine - INFO - Epoch(train) [146][2000/2503] lr: 2.5872e-01 eta: 14:47:00 time: 0.1043 data_time: 0.0045 loss: 2.0867 03/09 15:23:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:24:01 - mmengine - INFO - Epoch(train) [146][2100/2503] lr: 2.5866e-01 eta: 14:46:46 time: 0.1317 data_time: 0.0040 loss: 2.0565 03/09 15:24:15 - mmengine - INFO - Epoch(train) [146][2200/2503] lr: 2.5859e-01 eta: 14:46:32 time: 0.1689 data_time: 0.0041 loss: 2.1376 03/09 15:24:29 - mmengine - INFO - Epoch(train) [146][2300/2503] lr: 2.5852e-01 eta: 14:46:18 time: 0.1700 data_time: 0.0039 loss: 2.1981 03/09 15:24:42 - mmengine - INFO - Epoch(train) [146][2400/2503] lr: 2.5846e-01 eta: 14:46:04 time: 0.1182 data_time: 0.0045 loss: 1.9483 03/09 15:24:56 - mmengine - INFO - Epoch(train) [146][2500/2503] lr: 2.5839e-01 eta: 14:45:49 time: 0.1291 data_time: 0.0060 loss: 2.2174 03/09 15:24:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:24:56 - mmengine - INFO - Saving checkpoint at 146 epochs 03/09 15:25:23 - mmengine - INFO - Epoch(val) [146][98/98] accuracy/top1: 55.5220 accuracy/top5: 79.6140 03/09 15:25:39 - mmengine - INFO - Epoch(train) [147][ 100/2503] lr: 2.5832e-01 eta: 14:45:37 time: 0.1340 data_time: 0.0048 loss: 2.1387 03/09 15:25:53 - mmengine - INFO - Epoch(train) [147][ 200/2503] lr: 2.5825e-01 eta: 14:45:22 time: 0.1055 data_time: 0.0047 loss: 2.2181 03/09 15:26:06 - mmengine - INFO - Epoch(train) [147][ 300/2503] lr: 2.5819e-01 eta: 14:45:09 time: 0.1563 data_time: 0.0072 loss: 2.0776 03/09 15:26:20 - mmengine - INFO - Epoch(train) [147][ 400/2503] lr: 2.5812e-01 eta: 14:44:55 time: 0.1468 data_time: 0.0045 loss: 2.2452 03/09 15:26:34 - mmengine - INFO - Epoch(train) [147][ 500/2503] lr: 2.5805e-01 eta: 14:44:40 time: 0.1309 data_time: 0.0045 loss: 2.2457 03/09 15:26:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:26:48 - mmengine - INFO - Epoch(train) [147][ 600/2503] lr: 2.5799e-01 eta: 14:44:26 time: 0.1597 data_time: 0.0043 loss: 1.9379 03/09 15:27:02 - mmengine - INFO - Epoch(train) [147][ 700/2503] lr: 2.5792e-01 eta: 14:44:12 time: 0.1301 data_time: 0.0046 loss: 2.0617 03/09 15:27:16 - mmengine - INFO - Epoch(train) [147][ 800/2503] lr: 2.5785e-01 eta: 14:43:59 time: 0.1352 data_time: 0.0045 loss: 2.0270 03/09 15:27:29 - mmengine - INFO - Epoch(train) [147][ 900/2503] lr: 2.5778e-01 eta: 14:43:45 time: 0.1468 data_time: 0.0039 loss: 2.2102 03/09 15:27:43 - mmengine - INFO - Epoch(train) [147][1000/2503] lr: 2.5772e-01 eta: 14:43:31 time: 0.1159 data_time: 0.0041 loss: 2.0040 03/09 15:27:57 - mmengine - INFO - Epoch(train) [147][1100/2503] lr: 2.5765e-01 eta: 14:43:17 time: 0.1226 data_time: 0.0038 loss: 2.0863 03/09 15:28:11 - mmengine - INFO - Epoch(train) [147][1200/2503] lr: 2.5758e-01 eta: 14:43:03 time: 0.1620 data_time: 0.0039 loss: 2.0389 03/09 15:28:24 - mmengine - INFO - Epoch(train) [147][1300/2503] lr: 2.5752e-01 eta: 14:42:49 time: 0.1443 data_time: 0.0036 loss: 2.0196 03/09 15:28:38 - mmengine - INFO - Epoch(train) [147][1400/2503] lr: 2.5745e-01 eta: 14:42:35 time: 0.1326 data_time: 0.0039 loss: 2.1596 03/09 15:28:52 - mmengine - INFO - Epoch(train) [147][1500/2503] lr: 2.5738e-01 eta: 14:42:21 time: 0.1464 data_time: 0.0039 loss: 2.0415 03/09 15:29:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:29:06 - mmengine - INFO - Epoch(train) [147][1600/2503] lr: 2.5731e-01 eta: 14:42:07 time: 0.1502 data_time: 0.0040 loss: 1.9694 03/09 15:29:19 - mmengine - INFO - Epoch(train) [147][1700/2503] lr: 2.5725e-01 eta: 14:41:52 time: 0.1451 data_time: 0.0035 loss: 2.1834 03/09 15:29:33 - mmengine - INFO - Epoch(train) [147][1800/2503] lr: 2.5718e-01 eta: 14:41:38 time: 0.1072 data_time: 0.0083 loss: 1.9191 03/09 15:29:47 - mmengine - INFO - Epoch(train) [147][1900/2503] lr: 2.5711e-01 eta: 14:41:24 time: 0.1465 data_time: 0.0034 loss: 2.0111 03/09 15:30:01 - mmengine - INFO - Epoch(train) [147][2000/2503] lr: 2.5705e-01 eta: 14:41:11 time: 0.1397 data_time: 0.0044 loss: 2.0383 03/09 15:30:15 - mmengine - INFO - Epoch(train) [147][2100/2503] lr: 2.5698e-01 eta: 14:40:57 time: 0.1053 data_time: 0.0041 loss: 2.2528 03/09 15:30:29 - mmengine - INFO - Epoch(train) [147][2200/2503] lr: 2.5691e-01 eta: 14:40:43 time: 0.1645 data_time: 0.0040 loss: 1.9755 03/09 15:30:42 - mmengine - INFO - Epoch(train) [147][2300/2503] lr: 2.5685e-01 eta: 14:40:28 time: 0.1424 data_time: 0.0035 loss: 1.9181 03/09 15:30:55 - mmengine - INFO - Epoch(train) [147][2400/2503] lr: 2.5678e-01 eta: 14:40:14 time: 0.1426 data_time: 0.0080 loss: 2.0305 03/09 15:31:08 - mmengine - INFO - Epoch(train) [147][2500/2503] lr: 2.5671e-01 eta: 14:40:00 time: 0.0962 data_time: 0.0037 loss: 2.0589 03/09 15:31:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:31:09 - mmengine - INFO - Saving checkpoint at 147 epochs 03/09 15:31:34 - mmengine - INFO - Epoch(val) [147][98/98] accuracy/top1: 56.4580 accuracy/top5: 80.3220 03/09 15:31:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:31:49 - mmengine - INFO - Epoch(train) [148][ 100/2503] lr: 2.5664e-01 eta: 14:39:46 time: 0.0963 data_time: 0.0038 loss: 2.0836 03/09 15:32:04 - mmengine - INFO - Epoch(train) [148][ 200/2503] lr: 2.5658e-01 eta: 14:39:33 time: 0.1795 data_time: 0.0043 loss: 2.0518 03/09 15:32:17 - mmengine - INFO - Epoch(train) [148][ 300/2503] lr: 2.5651e-01 eta: 14:39:19 time: 0.1650 data_time: 0.0040 loss: 2.2626 03/09 15:32:31 - mmengine - INFO - Epoch(train) [148][ 400/2503] lr: 2.5644e-01 eta: 14:39:04 time: 0.1165 data_time: 0.0036 loss: 2.1399 03/09 15:32:44 - mmengine - INFO - Epoch(train) [148][ 500/2503] lr: 2.5637e-01 eta: 14:38:50 time: 0.1447 data_time: 0.0036 loss: 2.2431 03/09 15:32:58 - mmengine - INFO - Epoch(train) [148][ 600/2503] lr: 2.5631e-01 eta: 14:38:36 time: 0.1482 data_time: 0.0041 loss: 1.8871 03/09 15:33:11 - mmengine - INFO - Epoch(train) [148][ 700/2503] lr: 2.5624e-01 eta: 14:38:22 time: 0.1401 data_time: 0.0037 loss: 2.0635 03/09 15:33:25 - mmengine - INFO - Epoch(train) [148][ 800/2503] lr: 2.5617e-01 eta: 14:38:08 time: 0.1361 data_time: 0.0036 loss: 2.1414 03/09 15:33:39 - mmengine - INFO - Epoch(train) [148][ 900/2503] lr: 2.5611e-01 eta: 14:37:54 time: 0.1503 data_time: 0.0036 loss: 2.1361 03/09 15:33:52 - mmengine - INFO - Epoch(train) [148][1000/2503] lr: 2.5604e-01 eta: 14:37:39 time: 0.1417 data_time: 0.0038 loss: 2.0938 03/09 15:34:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:34:06 - mmengine - INFO - Epoch(train) [148][1100/2503] lr: 2.5597e-01 eta: 14:37:25 time: 0.1536 data_time: 0.0039 loss: 2.0466 03/09 15:34:19 - mmengine - INFO - Epoch(train) [148][1200/2503] lr: 2.5591e-01 eta: 14:37:11 time: 0.1127 data_time: 0.0162 loss: 2.0337 03/09 15:34:33 - mmengine - INFO - Epoch(train) [148][1300/2503] lr: 2.5584e-01 eta: 14:36:57 time: 0.1337 data_time: 0.0036 loss: 2.2469 03/09 15:34:47 - mmengine - INFO - Epoch(train) [148][1400/2503] lr: 2.5577e-01 eta: 14:36:43 time: 0.1105 data_time: 0.0038 loss: 2.1419 03/09 15:35:01 - mmengine - INFO - Epoch(train) [148][1500/2503] lr: 2.5570e-01 eta: 14:36:29 time: 0.1341 data_time: 0.0038 loss: 2.0480 03/09 15:35:15 - mmengine - INFO - Epoch(train) [148][1600/2503] lr: 2.5564e-01 eta: 14:36:15 time: 0.1594 data_time: 0.0039 loss: 2.0354 03/09 15:35:28 - mmengine - INFO - Epoch(train) [148][1700/2503] lr: 2.5557e-01 eta: 14:36:01 time: 0.1113 data_time: 0.0040 loss: 1.9847 03/09 15:35:42 - mmengine - INFO - Epoch(train) [148][1800/2503] lr: 2.5550e-01 eta: 14:35:47 time: 0.1336 data_time: 0.0037 loss: 1.9500 03/09 15:35:56 - mmengine - INFO - Epoch(train) [148][1900/2503] lr: 2.5544e-01 eta: 14:35:33 time: 0.1408 data_time: 0.0036 loss: 2.0846 03/09 15:36:09 - mmengine - INFO - Epoch(train) [148][2000/2503] lr: 2.5537e-01 eta: 14:35:19 time: 0.1153 data_time: 0.0044 loss: 2.1543 03/09 15:36:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:36:23 - mmengine - INFO - Epoch(train) [148][2100/2503] lr: 2.5530e-01 eta: 14:35:05 time: 0.1361 data_time: 0.0037 loss: 2.1400 03/09 15:36:37 - mmengine - INFO - Epoch(train) [148][2200/2503] lr: 2.5523e-01 eta: 14:34:51 time: 0.1720 data_time: 0.0038 loss: 2.0865 03/09 15:36:50 - mmengine - INFO - Epoch(train) [148][2300/2503] lr: 2.5517e-01 eta: 14:34:37 time: 0.1454 data_time: 0.0038 loss: 2.1343 03/09 15:37:04 - mmengine - INFO - Epoch(train) [148][2400/2503] lr: 2.5510e-01 eta: 14:34:23 time: 0.1373 data_time: 0.0038 loss: 2.0345 03/09 15:37:17 - mmengine - INFO - Epoch(train) [148][2500/2503] lr: 2.5503e-01 eta: 14:34:08 time: 0.1228 data_time: 0.0050 loss: 2.0846 03/09 15:37:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:37:18 - mmengine - INFO - Saving checkpoint at 148 epochs 03/09 15:37:43 - mmengine - INFO - Epoch(val) [148][98/98] accuracy/top1: 57.4500 accuracy/top5: 80.9600 03/09 15:37:58 - mmengine - INFO - Epoch(train) [149][ 100/2503] lr: 2.5496e-01 eta: 14:33:55 time: 0.1343 data_time: 0.0043 loss: 1.9607 03/09 15:38:12 - mmengine - INFO - Epoch(train) [149][ 200/2503] lr: 2.5490e-01 eta: 14:33:41 time: 0.1575 data_time: 0.0036 loss: 2.0905 03/09 15:38:25 - mmengine - INFO - Epoch(train) [149][ 300/2503] lr: 2.5483e-01 eta: 14:33:27 time: 0.1362 data_time: 0.0037 loss: 2.0260 03/09 15:38:39 - mmengine - INFO - Epoch(train) [149][ 400/2503] lr: 2.5476e-01 eta: 14:33:14 time: 0.1258 data_time: 0.0036 loss: 2.1910 03/09 15:38:53 - mmengine - INFO - Epoch(train) [149][ 500/2503] lr: 2.5470e-01 eta: 14:33:00 time: 0.1387 data_time: 0.0038 loss: 2.2387 03/09 15:39:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:39:07 - mmengine - INFO - Epoch(train) [149][ 600/2503] lr: 2.5463e-01 eta: 14:32:46 time: 0.1587 data_time: 0.0037 loss: 2.0039 03/09 15:39:21 - mmengine - INFO - Epoch(train) [149][ 700/2503] lr: 2.5456e-01 eta: 14:32:32 time: 0.1308 data_time: 0.0038 loss: 2.3527 03/09 15:39:35 - mmengine - INFO - Epoch(train) [149][ 800/2503] lr: 2.5450e-01 eta: 14:32:18 time: 0.1103 data_time: 0.0036 loss: 2.0484 03/09 15:39:48 - mmengine - INFO - Epoch(train) [149][ 900/2503] lr: 2.5443e-01 eta: 14:32:04 time: 0.1336 data_time: 0.0036 loss: 2.1082 03/09 15:40:01 - mmengine - INFO - Epoch(train) [149][1000/2503] lr: 2.5436e-01 eta: 14:31:49 time: 0.1148 data_time: 0.0035 loss: 2.0418 03/09 15:40:15 - mmengine - INFO - Epoch(train) [149][1100/2503] lr: 2.5429e-01 eta: 14:31:35 time: 0.1498 data_time: 0.0037 loss: 2.0591 03/09 15:40:29 - mmengine - INFO - Epoch(train) [149][1200/2503] lr: 2.5423e-01 eta: 14:31:22 time: 0.1619 data_time: 0.0036 loss: 2.2424 03/09 15:40:43 - mmengine - INFO - Epoch(train) [149][1300/2503] lr: 2.5416e-01 eta: 14:31:08 time: 0.1620 data_time: 0.0119 loss: 2.1199 03/09 15:40:56 - mmengine - INFO - Epoch(train) [149][1400/2503] lr: 2.5409e-01 eta: 14:30:53 time: 0.1191 data_time: 0.0037 loss: 2.0868 03/09 15:41:10 - mmengine - INFO - Epoch(train) [149][1500/2503] lr: 2.5403e-01 eta: 14:30:39 time: 0.1347 data_time: 0.0037 loss: 2.0927 03/09 15:41:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:41:24 - mmengine - INFO - Epoch(train) [149][1600/2503] lr: 2.5396e-01 eta: 14:30:25 time: 0.1424 data_time: 0.0035 loss: 2.0785 03/09 15:41:38 - mmengine - INFO - Epoch(train) [149][1700/2503] lr: 2.5389e-01 eta: 14:30:12 time: 0.1774 data_time: 0.0035 loss: 2.1869 03/09 15:41:51 - mmengine - INFO - Epoch(train) [149][1800/2503] lr: 2.5383e-01 eta: 14:29:58 time: 0.1237 data_time: 0.0041 loss: 1.9753 03/09 15:42:05 - mmengine - INFO - Epoch(train) [149][1900/2503] lr: 2.5376e-01 eta: 14:29:44 time: 0.1495 data_time: 0.0039 loss: 2.1568 03/09 15:42:20 - mmengine - INFO - Epoch(train) [149][2000/2503] lr: 2.5369e-01 eta: 14:29:30 time: 0.1661 data_time: 0.0037 loss: 2.0607 03/09 15:42:33 - mmengine - INFO - Epoch(train) [149][2100/2503] lr: 2.5362e-01 eta: 14:29:16 time: 0.1402 data_time: 0.0037 loss: 1.9963 03/09 15:42:47 - mmengine - INFO - Epoch(train) [149][2200/2503] lr: 2.5356e-01 eta: 14:29:02 time: 0.1547 data_time: 0.0038 loss: 2.1902 03/09 15:43:00 - mmengine - INFO - Epoch(train) [149][2300/2503] lr: 2.5349e-01 eta: 14:28:48 time: 0.1340 data_time: 0.0035 loss: 2.2949 03/09 15:43:14 - mmengine - INFO - Epoch(train) [149][2400/2503] lr: 2.5342e-01 eta: 14:28:34 time: 0.1272 data_time: 0.0041 loss: 2.0270 03/09 15:43:28 - mmengine - INFO - Epoch(train) [149][2500/2503] lr: 2.5336e-01 eta: 14:28:20 time: 0.1102 data_time: 0.0050 loss: 2.0969 03/09 15:43:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:43:28 - mmengine - INFO - Saving checkpoint at 149 epochs 03/09 15:43:54 - mmengine - INFO - Epoch(val) [149][98/98] accuracy/top1: 57.9080 accuracy/top5: 81.2880 03/09 15:44:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:44:10 - mmengine - INFO - Epoch(train) [150][ 100/2503] lr: 2.5329e-01 eta: 14:28:07 time: 0.1452 data_time: 0.0036 loss: 2.2294 03/09 15:44:23 - mmengine - INFO - Epoch(train) [150][ 200/2503] lr: 2.5322e-01 eta: 14:27:53 time: 0.1416 data_time: 0.0041 loss: 1.9393 03/09 15:44:37 - mmengine - INFO - Epoch(train) [150][ 300/2503] lr: 2.5315e-01 eta: 14:27:39 time: 0.1506 data_time: 0.0039 loss: 2.1291 03/09 15:44:51 - mmengine - INFO - Epoch(train) [150][ 400/2503] lr: 2.5309e-01 eta: 14:27:25 time: 0.1518 data_time: 0.0034 loss: 2.0610 03/09 15:45:05 - mmengine - INFO - Epoch(train) [150][ 500/2503] lr: 2.5302e-01 eta: 14:27:11 time: 0.1336 data_time: 0.0040 loss: 2.0697 03/09 15:45:19 - mmengine - INFO - Epoch(train) [150][ 600/2503] lr: 2.5295e-01 eta: 14:26:57 time: 0.1283 data_time: 0.0041 loss: 1.9423 03/09 15:45:32 - mmengine - INFO - Epoch(train) [150][ 700/2503] lr: 2.5288e-01 eta: 14:26:43 time: 0.1575 data_time: 0.0037 loss: 2.2778 03/09 15:45:46 - mmengine - INFO - Epoch(train) [150][ 800/2503] lr: 2.5282e-01 eta: 14:26:29 time: 0.1628 data_time: 0.0037 loss: 1.9749 03/09 15:46:00 - mmengine - INFO - Epoch(train) [150][ 900/2503] lr: 2.5275e-01 eta: 14:26:15 time: 0.1453 data_time: 0.0036 loss: 2.0107 03/09 15:46:13 - mmengine - INFO - Epoch(train) [150][1000/2503] lr: 2.5268e-01 eta: 14:26:01 time: 0.1290 data_time: 0.0040 loss: 1.9496 03/09 15:46:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:46:27 - mmengine - INFO - Epoch(train) [150][1100/2503] lr: 2.5262e-01 eta: 14:25:47 time: 0.1631 data_time: 0.0037 loss: 2.0447 03/09 15:46:41 - mmengine - INFO - Epoch(train) [150][1200/2503] lr: 2.5255e-01 eta: 14:25:34 time: 0.1428 data_time: 0.0036 loss: 2.2936 03/09 15:46:55 - mmengine - INFO - Epoch(train) [150][1300/2503] lr: 2.5248e-01 eta: 14:25:20 time: 0.1467 data_time: 0.0034 loss: 2.1252 03/09 15:47:09 - mmengine - INFO - Epoch(train) [150][1400/2503] lr: 2.5242e-01 eta: 14:25:05 time: 0.1274 data_time: 0.0040 loss: 2.3015 03/09 15:47:22 - mmengine - INFO - Epoch(train) [150][1500/2503] lr: 2.5235e-01 eta: 14:24:51 time: 0.1168 data_time: 0.0037 loss: 2.0337 03/09 15:47:37 - mmengine - INFO - Epoch(train) [150][1600/2503] lr: 2.5228e-01 eta: 14:24:38 time: 0.1596 data_time: 0.0037 loss: 2.3392 03/09 15:47:50 - mmengine - INFO - Epoch(train) [150][1700/2503] lr: 2.5221e-01 eta: 14:24:24 time: 0.1513 data_time: 0.0039 loss: 2.2122 03/09 15:48:04 - mmengine - INFO - Epoch(train) [150][1800/2503] lr: 2.5215e-01 eta: 14:24:10 time: 0.0983 data_time: 0.0037 loss: 2.1635 03/09 15:48:18 - mmengine - INFO - Epoch(train) [150][1900/2503] lr: 2.5208e-01 eta: 14:23:56 time: 0.1507 data_time: 0.0037 loss: 2.2007 03/09 15:48:31 - mmengine - INFO - Epoch(train) [150][2000/2503] lr: 2.5201e-01 eta: 14:23:42 time: 0.1375 data_time: 0.0035 loss: 2.0572 03/09 15:48:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:48:45 - mmengine - INFO - Epoch(train) [150][2100/2503] lr: 2.5195e-01 eta: 14:23:28 time: 0.0975 data_time: 0.0042 loss: 2.0151 03/09 15:48:59 - mmengine - INFO - Epoch(train) [150][2200/2503] lr: 2.5188e-01 eta: 14:23:14 time: 0.1204 data_time: 0.0038 loss: 2.0922 03/09 15:49:13 - mmengine - INFO - Epoch(train) [150][2300/2503] lr: 2.5181e-01 eta: 14:23:00 time: 0.1201 data_time: 0.0043 loss: 2.2329 03/09 15:49:27 - mmengine - INFO - Epoch(train) [150][2400/2503] lr: 2.5175e-01 eta: 14:22:46 time: 0.1555 data_time: 0.0042 loss: 2.0917 03/09 15:49:40 - mmengine - INFO - Epoch(train) [150][2500/2503] lr: 2.5168e-01 eta: 14:22:32 time: 0.1021 data_time: 0.0055 loss: 2.2393 03/09 15:49:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:49:41 - mmengine - INFO - Saving checkpoint at 150 epochs 03/09 15:50:08 - mmengine - INFO - Epoch(val) [150][98/98] accuracy/top1: 57.7300 accuracy/top5: 81.3920 03/09 15:50:23 - mmengine - INFO - Epoch(train) [151][ 100/2503] lr: 2.5161e-01 eta: 14:22:18 time: 0.1292 data_time: 0.0039 loss: 2.0774 03/09 15:50:37 - mmengine - INFO - Epoch(train) [151][ 200/2503] lr: 2.5154e-01 eta: 14:22:05 time: 0.1714 data_time: 0.0043 loss: 2.0803 03/09 15:50:50 - mmengine - INFO - Epoch(train) [151][ 300/2503] lr: 2.5148e-01 eta: 14:21:51 time: 0.1201 data_time: 0.0042 loss: 2.2858 03/09 15:51:05 - mmengine - INFO - Epoch(train) [151][ 400/2503] lr: 2.5141e-01 eta: 14:21:37 time: 0.1365 data_time: 0.0037 loss: 2.1193 03/09 15:51:18 - mmengine - INFO - Epoch(train) [151][ 500/2503] lr: 2.5134e-01 eta: 14:21:23 time: 0.1366 data_time: 0.0040 loss: 2.1577 03/09 15:51:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:51:32 - mmengine - INFO - Epoch(train) [151][ 600/2503] lr: 2.5127e-01 eta: 14:21:09 time: 0.1210 data_time: 0.0040 loss: 2.0220 03/09 15:51:46 - mmengine - INFO - Epoch(train) [151][ 700/2503] lr: 2.5121e-01 eta: 14:20:55 time: 0.1390 data_time: 0.0039 loss: 2.0902 03/09 15:51:59 - mmengine - INFO - Epoch(train) [151][ 800/2503] lr: 2.5114e-01 eta: 14:20:41 time: 0.1001 data_time: 0.0040 loss: 2.0307 03/09 15:52:13 - mmengine - INFO - Epoch(train) [151][ 900/2503] lr: 2.5107e-01 eta: 14:20:27 time: 0.1627 data_time: 0.0036 loss: 2.1065 03/09 15:52:27 - mmengine - INFO - Epoch(train) [151][1000/2503] lr: 2.5101e-01 eta: 14:20:13 time: 0.1398 data_time: 0.0036 loss: 2.0234 03/09 15:52:40 - mmengine - INFO - Epoch(train) [151][1100/2503] lr: 2.5094e-01 eta: 14:19:59 time: 0.1141 data_time: 0.0039 loss: 2.0558 03/09 15:52:54 - mmengine - INFO - Epoch(train) [151][1200/2503] lr: 2.5087e-01 eta: 14:19:45 time: 0.1340 data_time: 0.0043 loss: 1.9433 03/09 15:53:08 - mmengine - INFO - Epoch(train) [151][1300/2503] lr: 2.5080e-01 eta: 14:19:31 time: 0.1490 data_time: 0.0037 loss: 2.1616 03/09 15:53:22 - mmengine - INFO - Epoch(train) [151][1400/2503] lr: 2.5074e-01 eta: 14:19:17 time: 0.1427 data_time: 0.0038 loss: 2.1316 03/09 15:53:36 - mmengine - INFO - Epoch(train) [151][1500/2503] lr: 2.5067e-01 eta: 14:19:04 time: 0.1451 data_time: 0.0037 loss: 1.8890 03/09 15:53:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:53:50 - mmengine - INFO - Epoch(train) [151][1600/2503] lr: 2.5060e-01 eta: 14:18:50 time: 0.1566 data_time: 0.0041 loss: 2.0582 03/09 15:54:04 - mmengine - INFO - Epoch(train) [151][1700/2503] lr: 2.5054e-01 eta: 14:18:36 time: 0.1500 data_time: 0.0038 loss: 2.1494 03/09 15:54:18 - mmengine - INFO - Epoch(train) [151][1800/2503] lr: 2.5047e-01 eta: 14:18:22 time: 0.1573 data_time: 0.0039 loss: 2.0761 03/09 15:54:32 - mmengine - INFO - Epoch(train) [151][1900/2503] lr: 2.5040e-01 eta: 14:18:09 time: 0.1525 data_time: 0.0038 loss: 2.1611 03/09 15:54:46 - mmengine - INFO - Epoch(train) [151][2000/2503] lr: 2.5034e-01 eta: 14:17:54 time: 0.1550 data_time: 0.0035 loss: 2.1104 03/09 15:54:59 - mmengine - INFO - Epoch(train) [151][2100/2503] lr: 2.5027e-01 eta: 14:17:40 time: 0.1258 data_time: 0.0038 loss: 1.9847 03/09 15:55:13 - mmengine - INFO - Epoch(train) [151][2200/2503] lr: 2.5020e-01 eta: 14:17:26 time: 0.1427 data_time: 0.0039 loss: 2.2620 03/09 15:55:27 - mmengine - INFO - Epoch(train) [151][2300/2503] lr: 2.5013e-01 eta: 14:17:12 time: 0.1544 data_time: 0.0038 loss: 1.9160 03/09 15:55:40 - mmengine - INFO - Epoch(train) [151][2400/2503] lr: 2.5007e-01 eta: 14:16:58 time: 0.1191 data_time: 0.0037 loss: 2.2388 03/09 15:55:54 - mmengine - INFO - Epoch(train) [151][2500/2503] lr: 2.5000e-01 eta: 14:16:44 time: 0.1232 data_time: 0.0209 loss: 2.0438 03/09 15:55:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:55:55 - mmengine - INFO - Saving checkpoint at 151 epochs 03/09 15:56:21 - mmengine - INFO - Epoch(val) [151][98/98] accuracy/top1: 57.3600 accuracy/top5: 81.0480 03/09 15:56:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:56:36 - mmengine - INFO - Epoch(train) [152][ 100/2503] lr: 2.4993e-01 eta: 14:16:31 time: 0.1180 data_time: 0.0043 loss: 2.0031 03/09 15:56:50 - mmengine - INFO - Epoch(train) [152][ 200/2503] lr: 2.4986e-01 eta: 14:16:17 time: 0.1414 data_time: 0.0038 loss: 2.0153 03/09 15:57:04 - mmengine - INFO - Epoch(train) [152][ 300/2503] lr: 2.4980e-01 eta: 14:16:03 time: 0.1262 data_time: 0.0040 loss: 2.0971 03/09 15:57:18 - mmengine - INFO - Epoch(train) [152][ 400/2503] lr: 2.4973e-01 eta: 14:15:50 time: 0.1515 data_time: 0.0037 loss: 2.0919 03/09 15:57:32 - mmengine - INFO - Epoch(train) [152][ 500/2503] lr: 2.4966e-01 eta: 14:15:36 time: 0.1273 data_time: 0.0040 loss: 2.0243 03/09 15:57:46 - mmengine - INFO - Epoch(train) [152][ 600/2503] lr: 2.4960e-01 eta: 14:15:22 time: 0.1367 data_time: 0.0071 loss: 2.1279 03/09 15:57:59 - mmengine - INFO - Epoch(train) [152][ 700/2503] lr: 2.4953e-01 eta: 14:15:08 time: 0.1340 data_time: 0.0260 loss: 1.9962 03/09 15:58:13 - mmengine - INFO - Epoch(train) [152][ 800/2503] lr: 2.4946e-01 eta: 14:14:54 time: 0.1252 data_time: 0.0043 loss: 2.1616 03/09 15:58:28 - mmengine - INFO - Epoch(train) [152][ 900/2503] lr: 2.4940e-01 eta: 14:14:41 time: 0.1650 data_time: 0.0040 loss: 1.7644 03/09 15:58:42 - mmengine - INFO - Epoch(train) [152][1000/2503] lr: 2.4933e-01 eta: 14:14:27 time: 0.1362 data_time: 0.0041 loss: 2.0899 03/09 15:58:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 15:58:56 - mmengine - INFO - Epoch(train) [152][1100/2503] lr: 2.4926e-01 eta: 14:14:13 time: 0.1492 data_time: 0.0546 loss: 1.9759 03/09 15:59:09 - mmengine - INFO - Epoch(train) [152][1200/2503] lr: 2.4919e-01 eta: 14:13:59 time: 0.1465 data_time: 0.0037 loss: 2.0075 03/09 15:59:23 - mmengine - INFO - Epoch(train) [152][1300/2503] lr: 2.4913e-01 eta: 14:13:45 time: 0.1229 data_time: 0.0040 loss: 2.2021 03/09 15:59:37 - mmengine - INFO - Epoch(train) [152][1400/2503] lr: 2.4906e-01 eta: 14:13:31 time: 0.1328 data_time: 0.0038 loss: 2.1454 03/09 15:59:50 - mmengine - INFO - Epoch(train) [152][1500/2503] lr: 2.4899e-01 eta: 14:13:17 time: 0.1456 data_time: 0.0063 loss: 2.0841 03/09 16:00:04 - mmengine - INFO - Epoch(train) [152][1600/2503] lr: 2.4893e-01 eta: 14:13:03 time: 0.1274 data_time: 0.0040 loss: 2.0036 03/09 16:00:17 - mmengine - INFO - Epoch(train) [152][1700/2503] lr: 2.4886e-01 eta: 14:12:48 time: 0.1413 data_time: 0.0040 loss: 2.0208 03/09 16:00:31 - mmengine - INFO - Epoch(train) [152][1800/2503] lr: 2.4879e-01 eta: 14:12:34 time: 0.1389 data_time: 0.0038 loss: 2.0874 03/09 16:00:45 - mmengine - INFO - Epoch(train) [152][1900/2503] lr: 2.4872e-01 eta: 14:12:20 time: 0.1092 data_time: 0.0045 loss: 2.0870 03/09 16:00:59 - mmengine - INFO - Epoch(train) [152][2000/2503] lr: 2.4866e-01 eta: 14:12:07 time: 0.1629 data_time: 0.0036 loss: 1.9310 03/09 16:01:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:01:13 - mmengine - INFO - Epoch(train) [152][2100/2503] lr: 2.4859e-01 eta: 14:11:53 time: 0.1851 data_time: 0.0036 loss: 2.0227 03/09 16:01:27 - mmengine - INFO - Epoch(train) [152][2200/2503] lr: 2.4852e-01 eta: 14:11:39 time: 0.1310 data_time: 0.0036 loss: 2.0032 03/09 16:01:41 - mmengine - INFO - Epoch(train) [152][2300/2503] lr: 2.4846e-01 eta: 14:11:26 time: 0.1594 data_time: 0.0045 loss: 2.0946 03/09 16:01:54 - mmengine - INFO - Epoch(train) [152][2400/2503] lr: 2.4839e-01 eta: 14:11:12 time: 0.1547 data_time: 0.0039 loss: 2.2276 03/09 16:02:08 - mmengine - INFO - Epoch(train) [152][2500/2503] lr: 2.4832e-01 eta: 14:10:57 time: 0.1269 data_time: 0.0052 loss: 1.9970 03/09 16:02:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:02:08 - mmengine - INFO - Saving checkpoint at 152 epochs 03/09 16:02:35 - mmengine - INFO - Epoch(val) [152][98/98] accuracy/top1: 57.7620 accuracy/top5: 81.2740 03/09 16:02:50 - mmengine - INFO - Epoch(train) [153][ 100/2503] lr: 2.4825e-01 eta: 14:10:44 time: 0.1445 data_time: 0.0041 loss: 2.0826 03/09 16:03:04 - mmengine - INFO - Epoch(train) [153][ 200/2503] lr: 2.4819e-01 eta: 14:10:30 time: 0.1518 data_time: 0.0039 loss: 1.8722 03/09 16:03:17 - mmengine - INFO - Epoch(train) [153][ 300/2503] lr: 2.4812e-01 eta: 14:10:16 time: 0.1274 data_time: 0.0040 loss: 2.0283 03/09 16:03:31 - mmengine - INFO - Epoch(train) [153][ 400/2503] lr: 2.4805e-01 eta: 14:10:02 time: 0.1217 data_time: 0.0038 loss: 2.1430 03/09 16:03:44 - mmengine - INFO - Epoch(train) [153][ 500/2503] lr: 2.4799e-01 eta: 14:09:47 time: 0.1189 data_time: 0.0041 loss: 2.0088 03/09 16:03:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:03:58 - mmengine - INFO - Epoch(train) [153][ 600/2503] lr: 2.4792e-01 eta: 14:09:34 time: 0.1310 data_time: 0.0040 loss: 2.1601 03/09 16:04:13 - mmengine - INFO - Epoch(train) [153][ 700/2503] lr: 2.4785e-01 eta: 14:09:20 time: 0.1628 data_time: 0.0122 loss: 2.0901 03/09 16:04:27 - mmengine - INFO - Epoch(train) [153][ 800/2503] lr: 2.4778e-01 eta: 14:09:06 time: 0.1292 data_time: 0.0046 loss: 2.0351 03/09 16:04:40 - mmengine - INFO - Epoch(train) [153][ 900/2503] lr: 2.4772e-01 eta: 14:08:53 time: 0.1323 data_time: 0.0038 loss: 2.1163 03/09 16:04:54 - mmengine - INFO - Epoch(train) [153][1000/2503] lr: 2.4765e-01 eta: 14:08:39 time: 0.1323 data_time: 0.0038 loss: 1.9950 03/09 16:05:08 - mmengine - INFO - Epoch(train) [153][1100/2503] lr: 2.4758e-01 eta: 14:08:24 time: 0.1328 data_time: 0.0042 loss: 1.9975 03/09 16:05:21 - mmengine - INFO - Epoch(train) [153][1200/2503] lr: 2.4752e-01 eta: 14:08:10 time: 0.1297 data_time: 0.0039 loss: 2.1063 03/09 16:05:35 - mmengine - INFO - Epoch(train) [153][1300/2503] lr: 2.4745e-01 eta: 14:07:56 time: 0.1353 data_time: 0.0257 loss: 2.0859 03/09 16:05:49 - mmengine - INFO - Epoch(train) [153][1400/2503] lr: 2.4738e-01 eta: 14:07:42 time: 0.1449 data_time: 0.0039 loss: 2.2343 03/09 16:06:02 - mmengine - INFO - Epoch(train) [153][1500/2503] lr: 2.4731e-01 eta: 14:07:28 time: 0.1575 data_time: 0.0039 loss: 2.1769 03/09 16:06:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:06:16 - mmengine - INFO - Epoch(train) [153][1600/2503] lr: 2.4725e-01 eta: 14:07:14 time: 0.1232 data_time: 0.0038 loss: 2.0591 03/09 16:06:30 - mmengine - INFO - Epoch(train) [153][1700/2503] lr: 2.4718e-01 eta: 14:07:00 time: 0.1261 data_time: 0.0038 loss: 2.0738 03/09 16:06:44 - mmengine - INFO - Epoch(train) [153][1800/2503] lr: 2.4711e-01 eta: 14:06:46 time: 0.1672 data_time: 0.0046 loss: 2.0454 03/09 16:06:57 - mmengine - INFO - Epoch(train) [153][1900/2503] lr: 2.4705e-01 eta: 14:06:32 time: 0.1156 data_time: 0.0035 loss: 2.1183 03/09 16:07:11 - mmengine - INFO - Epoch(train) [153][2000/2503] lr: 2.4698e-01 eta: 14:06:18 time: 0.1198 data_time: 0.0042 loss: 2.1707 03/09 16:07:24 - mmengine - INFO - Epoch(train) [153][2100/2503] lr: 2.4691e-01 eta: 14:06:04 time: 0.1417 data_time: 0.0034 loss: 2.0605 03/09 16:07:38 - mmengine - INFO - Epoch(train) [153][2200/2503] lr: 2.4685e-01 eta: 14:05:50 time: 0.1669 data_time: 0.0042 loss: 2.1064 03/09 16:07:52 - mmengine - INFO - Epoch(train) [153][2300/2503] lr: 2.4678e-01 eta: 14:05:36 time: 0.1262 data_time: 0.0039 loss: 2.0066 03/09 16:08:06 - mmengine - INFO - Epoch(train) [153][2400/2503] lr: 2.4671e-01 eta: 14:05:22 time: 0.1137 data_time: 0.0040 loss: 2.0501 03/09 16:08:19 - mmengine - INFO - Epoch(train) [153][2500/2503] lr: 2.4664e-01 eta: 14:05:08 time: 0.1233 data_time: 0.0053 loss: 2.0960 03/09 16:08:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:08:20 - mmengine - INFO - Saving checkpoint at 153 epochs 03/09 16:08:45 - mmengine - INFO - Epoch(val) [153][98/98] accuracy/top1: 57.4140 accuracy/top5: 81.1960 03/09 16:08:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:09:00 - mmengine - INFO - Epoch(train) [154][ 100/2503] lr: 2.4658e-01 eta: 14:04:54 time: 0.1058 data_time: 0.0045 loss: 2.0331 03/09 16:09:15 - mmengine - INFO - Epoch(train) [154][ 200/2503] lr: 2.4651e-01 eta: 14:04:41 time: 0.1393 data_time: 0.0179 loss: 1.9565 03/09 16:09:28 - mmengine - INFO - Epoch(train) [154][ 300/2503] lr: 2.4644e-01 eta: 14:04:27 time: 0.1098 data_time: 0.0043 loss: 2.2008 03/09 16:09:42 - mmengine - INFO - Epoch(train) [154][ 400/2503] lr: 2.4637e-01 eta: 14:04:13 time: 0.1404 data_time: 0.0035 loss: 2.0180 03/09 16:09:55 - mmengine - INFO - Epoch(train) [154][ 500/2503] lr: 2.4631e-01 eta: 14:03:59 time: 0.1338 data_time: 0.0045 loss: 2.1899 03/09 16:10:09 - mmengine - INFO - Epoch(train) [154][ 600/2503] lr: 2.4624e-01 eta: 14:03:45 time: 0.1273 data_time: 0.0038 loss: 2.0581 03/09 16:10:23 - mmengine - INFO - Epoch(train) [154][ 700/2503] lr: 2.4617e-01 eta: 14:03:31 time: 0.0991 data_time: 0.0036 loss: 2.0511 03/09 16:10:37 - mmengine - INFO - Epoch(train) [154][ 800/2503] lr: 2.4611e-01 eta: 14:03:17 time: 0.1388 data_time: 0.0040 loss: 1.9886 03/09 16:10:51 - mmengine - INFO - Epoch(train) [154][ 900/2503] lr: 2.4604e-01 eta: 14:03:03 time: 0.1561 data_time: 0.0051 loss: 2.1152 03/09 16:11:05 - mmengine - INFO - Epoch(train) [154][1000/2503] lr: 2.4597e-01 eta: 14:02:49 time: 0.1654 data_time: 0.0041 loss: 2.0980 03/09 16:11:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:11:18 - mmengine - INFO - Epoch(train) [154][1100/2503] lr: 2.4591e-01 eta: 14:02:35 time: 0.1387 data_time: 0.0041 loss: 2.0492 03/09 16:11:32 - mmengine - INFO - Epoch(train) [154][1200/2503] lr: 2.4584e-01 eta: 14:02:21 time: 0.1348 data_time: 0.0038 loss: 2.1468 03/09 16:11:45 - mmengine - INFO - Epoch(train) [154][1300/2503] lr: 2.4577e-01 eta: 14:02:07 time: 0.1039 data_time: 0.0046 loss: 2.1242 03/09 16:11:59 - mmengine - INFO - Epoch(train) [154][1400/2503] lr: 2.4570e-01 eta: 14:01:53 time: 0.1341 data_time: 0.0041 loss: 2.0458 03/09 16:12:12 - mmengine - INFO - Epoch(train) [154][1500/2503] lr: 2.4564e-01 eta: 14:01:39 time: 0.1194 data_time: 0.0036 loss: 2.1016 03/09 16:12:26 - mmengine - INFO - Epoch(train) [154][1600/2503] lr: 2.4557e-01 eta: 14:01:25 time: 0.1023 data_time: 0.0037 loss: 2.2069 03/09 16:12:39 - mmengine - INFO - Epoch(train) [154][1700/2503] lr: 2.4550e-01 eta: 14:01:10 time: 0.1003 data_time: 0.0043 loss: 2.0032 03/09 16:12:53 - mmengine - INFO - Epoch(train) [154][1800/2503] lr: 2.4544e-01 eta: 14:00:56 time: 0.1401 data_time: 0.0036 loss: 2.0461 03/09 16:13:07 - mmengine - INFO - Epoch(train) [154][1900/2503] lr: 2.4537e-01 eta: 14:00:42 time: 0.1267 data_time: 0.0037 loss: 2.2169 03/09 16:13:21 - mmengine - INFO - Epoch(train) [154][2000/2503] lr: 2.4530e-01 eta: 14:00:28 time: 0.1188 data_time: 0.0039 loss: 2.0061 03/09 16:13:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:13:34 - mmengine - INFO - Epoch(train) [154][2100/2503] lr: 2.4523e-01 eta: 14:00:14 time: 0.1534 data_time: 0.0038 loss: 2.0400 03/09 16:13:48 - mmengine - INFO - Epoch(train) [154][2200/2503] lr: 2.4517e-01 eta: 14:00:00 time: 0.1158 data_time: 0.0038 loss: 2.1007 03/09 16:14:02 - mmengine - INFO - Epoch(train) [154][2300/2503] lr: 2.4510e-01 eta: 13:59:46 time: 0.1010 data_time: 0.0042 loss: 2.1059 03/09 16:14:15 - mmengine - INFO - Epoch(train) [154][2400/2503] lr: 2.4503e-01 eta: 13:59:32 time: 0.1241 data_time: 0.0041 loss: 2.2868 03/09 16:14:29 - mmengine - INFO - Epoch(train) [154][2500/2503] lr: 2.4497e-01 eta: 13:59:18 time: 0.1337 data_time: 0.0051 loss: 2.1390 03/09 16:14:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:14:29 - mmengine - INFO - Saving checkpoint at 154 epochs 03/09 16:14:55 - mmengine - INFO - Epoch(val) [154][98/98] accuracy/top1: 57.5140 accuracy/top5: 80.8980 03/09 16:15:10 - mmengine - INFO - Epoch(train) [155][ 100/2503] lr: 2.4490e-01 eta: 13:59:05 time: 0.1843 data_time: 0.0037 loss: 1.9973 03/09 16:15:24 - mmengine - INFO - Epoch(train) [155][ 200/2503] lr: 2.4483e-01 eta: 13:58:50 time: 0.1359 data_time: 0.0039 loss: 1.9572 03/09 16:15:37 - mmengine - INFO - Epoch(train) [155][ 300/2503] lr: 2.4476e-01 eta: 13:58:36 time: 0.1009 data_time: 0.0040 loss: 2.0966 03/09 16:15:51 - mmengine - INFO - Epoch(train) [155][ 400/2503] lr: 2.4470e-01 eta: 13:58:22 time: 0.1553 data_time: 0.0036 loss: 2.0248 03/09 16:16:04 - mmengine - INFO - Epoch(train) [155][ 500/2503] lr: 2.4463e-01 eta: 13:58:08 time: 0.0995 data_time: 0.0036 loss: 1.9238 03/09 16:16:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:16:18 - mmengine - INFO - Epoch(train) [155][ 600/2503] lr: 2.4456e-01 eta: 13:57:54 time: 0.1174 data_time: 0.0038 loss: 2.0776 03/09 16:16:32 - mmengine - INFO - Epoch(train) [155][ 700/2503] lr: 2.4450e-01 eta: 13:57:40 time: 0.1428 data_time: 0.0036 loss: 1.9387 03/09 16:16:46 - mmengine - INFO - Epoch(train) [155][ 800/2503] lr: 2.4443e-01 eta: 13:57:26 time: 0.1335 data_time: 0.0036 loss: 2.0733 03/09 16:17:00 - mmengine - INFO - Epoch(train) [155][ 900/2503] lr: 2.4436e-01 eta: 13:57:12 time: 0.1770 data_time: 0.0036 loss: 2.2177 03/09 16:17:13 - mmengine - INFO - Epoch(train) [155][1000/2503] lr: 2.4429e-01 eta: 13:56:58 time: 0.1396 data_time: 0.0157 loss: 2.0897 03/09 16:17:28 - mmengine - INFO - Epoch(train) [155][1100/2503] lr: 2.4423e-01 eta: 13:56:45 time: 0.1408 data_time: 0.0036 loss: 2.1226 03/09 16:17:41 - mmengine - INFO - Epoch(train) [155][1200/2503] lr: 2.4416e-01 eta: 13:56:31 time: 0.1784 data_time: 0.0036 loss: 2.0591 03/09 16:17:55 - mmengine - INFO - Epoch(train) [155][1300/2503] lr: 2.4409e-01 eta: 13:56:17 time: 0.1353 data_time: 0.0039 loss: 2.1205 03/09 16:18:08 - mmengine - INFO - Epoch(train) [155][1400/2503] lr: 2.4403e-01 eta: 13:56:03 time: 0.1314 data_time: 0.0039 loss: 2.1324 03/09 16:18:22 - mmengine - INFO - Epoch(train) [155][1500/2503] lr: 2.4396e-01 eta: 13:55:49 time: 0.1271 data_time: 0.0038 loss: 2.0402 03/09 16:18:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:18:36 - mmengine - INFO - Epoch(train) [155][1600/2503] lr: 2.4389e-01 eta: 13:55:35 time: 0.1005 data_time: 0.0043 loss: 2.0477 03/09 16:18:50 - mmengine - INFO - Epoch(train) [155][1700/2503] lr: 2.4383e-01 eta: 13:55:21 time: 0.1301 data_time: 0.0036 loss: 2.0631 03/09 16:19:03 - mmengine - INFO - Epoch(train) [155][1800/2503] lr: 2.4376e-01 eta: 13:55:07 time: 0.1271 data_time: 0.0040 loss: 2.1792 03/09 16:19:17 - mmengine - INFO - Epoch(train) [155][1900/2503] lr: 2.4369e-01 eta: 13:54:53 time: 0.1512 data_time: 0.0036 loss: 2.1789 03/09 16:19:31 - mmengine - INFO - Epoch(train) [155][2000/2503] lr: 2.4362e-01 eta: 13:54:39 time: 0.1210 data_time: 0.0041 loss: 2.1041 03/09 16:19:44 - mmengine - INFO - Epoch(train) [155][2100/2503] lr: 2.4356e-01 eta: 13:54:24 time: 0.1259 data_time: 0.0041 loss: 2.2001 03/09 16:19:58 - mmengine - INFO - Epoch(train) [155][2200/2503] lr: 2.4349e-01 eta: 13:54:10 time: 0.1300 data_time: 0.0038 loss: 2.1675 03/09 16:20:11 - mmengine - INFO - Epoch(train) [155][2300/2503] lr: 2.4342e-01 eta: 13:53:56 time: 0.1400 data_time: 0.0042 loss: 2.0508 03/09 16:20:25 - mmengine - INFO - Epoch(train) [155][2400/2503] lr: 2.4336e-01 eta: 13:53:42 time: 0.1173 data_time: 0.0036 loss: 2.1966 03/09 16:20:38 - mmengine - INFO - Epoch(train) [155][2500/2503] lr: 2.4329e-01 eta: 13:53:28 time: 0.0947 data_time: 0.0037 loss: 2.1485 03/09 16:20:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:20:39 - mmengine - INFO - Saving checkpoint at 155 epochs 03/09 16:21:04 - mmengine - INFO - Epoch(val) [155][98/98] accuracy/top1: 57.6540 accuracy/top5: 81.4020 03/09 16:21:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:21:19 - mmengine - INFO - Epoch(train) [156][ 100/2503] lr: 2.4322e-01 eta: 13:53:14 time: 0.1426 data_time: 0.0038 loss: 2.1812 03/09 16:21:32 - mmengine - INFO - Epoch(train) [156][ 200/2503] lr: 2.4315e-01 eta: 13:53:00 time: 0.1089 data_time: 0.0040 loss: 2.0200 03/09 16:21:47 - mmengine - INFO - Epoch(train) [156][ 300/2503] lr: 2.4309e-01 eta: 13:52:47 time: 0.1653 data_time: 0.0038 loss: 2.0731 03/09 16:22:00 - mmengine - INFO - Epoch(train) [156][ 400/2503] lr: 2.4302e-01 eta: 13:52:33 time: 0.1906 data_time: 0.0043 loss: 1.9365 03/09 16:22:14 - mmengine - INFO - Epoch(train) [156][ 500/2503] lr: 2.4295e-01 eta: 13:52:19 time: 0.1115 data_time: 0.0039 loss: 2.2053 03/09 16:22:28 - mmengine - INFO - Epoch(train) [156][ 600/2503] lr: 2.4288e-01 eta: 13:52:05 time: 0.1246 data_time: 0.0040 loss: 2.1800 03/09 16:22:42 - mmengine - INFO - Epoch(train) [156][ 700/2503] lr: 2.4282e-01 eta: 13:51:51 time: 0.1755 data_time: 0.0043 loss: 2.1365 03/09 16:22:55 - mmengine - INFO - Epoch(train) [156][ 800/2503] lr: 2.4275e-01 eta: 13:51:37 time: 0.1152 data_time: 0.0045 loss: 2.1792 03/09 16:23:09 - mmengine - INFO - Epoch(train) [156][ 900/2503] lr: 2.4268e-01 eta: 13:51:23 time: 0.1210 data_time: 0.0041 loss: 2.0446 03/09 16:23:23 - mmengine - INFO - Epoch(train) [156][1000/2503] lr: 2.4262e-01 eta: 13:51:09 time: 0.1234 data_time: 0.0038 loss: 1.9734 03/09 16:23:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:23:37 - mmengine - INFO - Epoch(train) [156][1100/2503] lr: 2.4255e-01 eta: 13:50:56 time: 0.1548 data_time: 0.0158 loss: 2.1471 03/09 16:23:51 - mmengine - INFO - Epoch(train) [156][1200/2503] lr: 2.4248e-01 eta: 13:50:42 time: 0.1292 data_time: 0.0105 loss: 2.1920 03/09 16:24:05 - mmengine - INFO - Epoch(train) [156][1300/2503] lr: 2.4242e-01 eta: 13:50:28 time: 0.1438 data_time: 0.0039 loss: 2.1427 03/09 16:24:18 - mmengine - INFO - Epoch(train) [156][1400/2503] lr: 2.4235e-01 eta: 13:50:14 time: 0.1277 data_time: 0.0038 loss: 2.0581 03/09 16:24:32 - mmengine - INFO - Epoch(train) [156][1500/2503] lr: 2.4228e-01 eta: 13:50:00 time: 0.1535 data_time: 0.0040 loss: 2.2426 03/09 16:24:45 - mmengine - INFO - Epoch(train) [156][1600/2503] lr: 2.4221e-01 eta: 13:49:45 time: 0.1380 data_time: 0.0266 loss: 2.0792 03/09 16:24:59 - mmengine - INFO - Epoch(train) [156][1700/2503] lr: 2.4215e-01 eta: 13:49:31 time: 0.1407 data_time: 0.0046 loss: 2.2223 03/09 16:25:13 - mmengine - INFO - Epoch(train) [156][1800/2503] lr: 2.4208e-01 eta: 13:49:17 time: 0.1532 data_time: 0.0042 loss: 2.0494 03/09 16:25:27 - mmengine - INFO - Epoch(train) [156][1900/2503] lr: 2.4201e-01 eta: 13:49:04 time: 0.1231 data_time: 0.0201 loss: 2.0543 03/09 16:25:40 - mmengine - INFO - Epoch(train) [156][2000/2503] lr: 2.4195e-01 eta: 13:48:49 time: 0.1400 data_time: 0.0044 loss: 2.1315 03/09 16:25:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:25:54 - mmengine - INFO - Epoch(train) [156][2100/2503] lr: 2.4188e-01 eta: 13:48:35 time: 0.1366 data_time: 0.0165 loss: 2.0863 03/09 16:26:08 - mmengine - INFO - Epoch(train) [156][2200/2503] lr: 2.4181e-01 eta: 13:48:21 time: 0.1468 data_time: 0.0037 loss: 2.1686 03/09 16:26:21 - mmengine - INFO - Epoch(train) [156][2300/2503] lr: 2.4175e-01 eta: 13:48:07 time: 0.1444 data_time: 0.0397 loss: 2.1622 03/09 16:26:35 - mmengine - INFO - Epoch(train) [156][2400/2503] lr: 2.4168e-01 eta: 13:47:53 time: 0.1112 data_time: 0.0037 loss: 2.1655 03/09 16:26:48 - mmengine - INFO - Epoch(train) [156][2500/2503] lr: 2.4161e-01 eta: 13:47:38 time: 0.1360 data_time: 0.0044 loss: 2.0684 03/09 16:26:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:26:48 - mmengine - INFO - Saving checkpoint at 156 epochs 03/09 16:27:15 - mmengine - INFO - Epoch(val) [156][98/98] accuracy/top1: 57.1820 accuracy/top5: 80.9800 03/09 16:27:30 - mmengine - INFO - Epoch(train) [157][ 100/2503] lr: 2.4154e-01 eta: 13:47:26 time: 0.1552 data_time: 0.0047 loss: 2.1654 03/09 16:27:44 - mmengine - INFO - Epoch(train) [157][ 200/2503] lr: 2.4148e-01 eta: 13:47:11 time: 0.1337 data_time: 0.0044 loss: 2.1442 03/09 16:27:58 - mmengine - INFO - Epoch(train) [157][ 300/2503] lr: 2.4141e-01 eta: 13:46:58 time: 0.1660 data_time: 0.0044 loss: 2.0865 03/09 16:28:11 - mmengine - INFO - Epoch(train) [157][ 400/2503] lr: 2.4134e-01 eta: 13:46:43 time: 0.1203 data_time: 0.0038 loss: 1.9873 03/09 16:28:25 - mmengine - INFO - Epoch(train) [157][ 500/2503] lr: 2.4127e-01 eta: 13:46:29 time: 0.1271 data_time: 0.0043 loss: 2.0641 03/09 16:28:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:28:39 - mmengine - INFO - Epoch(train) [157][ 600/2503] lr: 2.4121e-01 eta: 13:46:16 time: 0.1237 data_time: 0.0081 loss: 2.0869 03/09 16:28:52 - mmengine - INFO - Epoch(train) [157][ 700/2503] lr: 2.4114e-01 eta: 13:46:02 time: 0.1001 data_time: 0.0045 loss: 2.0725 03/09 16:29:06 - mmengine - INFO - Epoch(train) [157][ 800/2503] lr: 2.4107e-01 eta: 13:45:48 time: 0.1446 data_time: 0.0042 loss: 2.0837 03/09 16:29:20 - mmengine - INFO - Epoch(train) [157][ 900/2503] lr: 2.4101e-01 eta: 13:45:34 time: 0.1283 data_time: 0.0041 loss: 2.1714 03/09 16:29:34 - mmengine - INFO - Epoch(train) [157][1000/2503] lr: 2.4094e-01 eta: 13:45:20 time: 0.1348 data_time: 0.0037 loss: 2.1862 03/09 16:29:48 - mmengine - INFO - Epoch(train) [157][1100/2503] lr: 2.4087e-01 eta: 13:45:06 time: 0.1522 data_time: 0.0098 loss: 2.1556 03/09 16:30:02 - mmengine - INFO - Epoch(train) [157][1200/2503] lr: 2.4080e-01 eta: 13:44:52 time: 0.1464 data_time: 0.0045 loss: 2.0054 03/09 16:30:15 - mmengine - INFO - Epoch(train) [157][1300/2503] lr: 2.4074e-01 eta: 13:44:38 time: 0.1023 data_time: 0.0041 loss: 2.0442 03/09 16:30:29 - mmengine - INFO - Epoch(train) [157][1400/2503] lr: 2.4067e-01 eta: 13:44:23 time: 0.1314 data_time: 0.0038 loss: 2.1652 03/09 16:30:42 - mmengine - INFO - Epoch(train) [157][1500/2503] lr: 2.4060e-01 eta: 13:44:09 time: 0.1384 data_time: 0.0037 loss: 2.1432 03/09 16:30:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:30:57 - mmengine - INFO - Epoch(train) [157][1600/2503] lr: 2.4054e-01 eta: 13:43:56 time: 0.1459 data_time: 0.0200 loss: 1.9303 03/09 16:31:10 - mmengine - INFO - Epoch(train) [157][1700/2503] lr: 2.4047e-01 eta: 13:43:42 time: 0.1312 data_time: 0.0039 loss: 2.3011 03/09 16:31:24 - mmengine - INFO - Epoch(train) [157][1800/2503] lr: 2.4040e-01 eta: 13:43:28 time: 0.1378 data_time: 0.0043 loss: 1.8228 03/09 16:31:38 - mmengine - INFO - Epoch(train) [157][1900/2503] lr: 2.4034e-01 eta: 13:43:14 time: 0.1563 data_time: 0.0040 loss: 2.0982 03/09 16:31:52 - mmengine - INFO - Epoch(train) [157][2000/2503] lr: 2.4027e-01 eta: 13:43:00 time: 0.1324 data_time: 0.0040 loss: 1.9158 03/09 16:32:05 - mmengine - INFO - Epoch(train) [157][2100/2503] lr: 2.4020e-01 eta: 13:42:46 time: 0.1376 data_time: 0.0043 loss: 2.0513 03/09 16:32:19 - mmengine - INFO - Epoch(train) [157][2200/2503] lr: 2.4013e-01 eta: 13:42:32 time: 0.1203 data_time: 0.0039 loss: 2.2631 03/09 16:32:32 - mmengine - INFO - Epoch(train) [157][2300/2503] lr: 2.4007e-01 eta: 13:42:18 time: 0.1255 data_time: 0.0198 loss: 2.1036 03/09 16:32:46 - mmengine - INFO - Epoch(train) [157][2400/2503] lr: 2.4000e-01 eta: 13:42:04 time: 0.1519 data_time: 0.0040 loss: 2.0345 03/09 16:33:00 - mmengine - INFO - Epoch(train) [157][2500/2503] lr: 2.3993e-01 eta: 13:41:50 time: 0.1193 data_time: 0.0049 loss: 2.0527 03/09 16:33:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:33:00 - mmengine - INFO - Saving checkpoint at 157 epochs 03/09 16:33:25 - mmengine - INFO - Epoch(val) [157][98/98] accuracy/top1: 58.4120 accuracy/top5: 81.4240 03/09 16:33:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:33:41 - mmengine - INFO - Epoch(train) [158][ 100/2503] lr: 2.3986e-01 eta: 13:41:37 time: 0.1291 data_time: 0.0053 loss: 2.0685 03/09 16:33:55 - mmengine - INFO - Epoch(train) [158][ 200/2503] lr: 2.3980e-01 eta: 13:41:23 time: 0.1762 data_time: 0.0042 loss: 2.0289 03/09 16:34:09 - mmengine - INFO - Epoch(train) [158][ 300/2503] lr: 2.3973e-01 eta: 13:41:09 time: 0.1433 data_time: 0.0045 loss: 2.1440 03/09 16:34:23 - mmengine - INFO - Epoch(train) [158][ 400/2503] lr: 2.3966e-01 eta: 13:40:55 time: 0.1404 data_time: 0.0194 loss: 2.0278 03/09 16:34:36 - mmengine - INFO - Epoch(train) [158][ 500/2503] lr: 2.3960e-01 eta: 13:40:41 time: 0.1057 data_time: 0.0038 loss: 2.0529 03/09 16:34:50 - mmengine - INFO - Epoch(train) [158][ 600/2503] lr: 2.3953e-01 eta: 13:40:27 time: 0.1496 data_time: 0.0037 loss: 1.9616 03/09 16:35:03 - mmengine - INFO - Epoch(train) [158][ 700/2503] lr: 2.3946e-01 eta: 13:40:13 time: 0.1437 data_time: 0.0043 loss: 2.0330 03/09 16:35:18 - mmengine - INFO - Epoch(train) [158][ 800/2503] lr: 2.3940e-01 eta: 13:40:00 time: 0.1414 data_time: 0.0036 loss: 2.2175 03/09 16:35:31 - mmengine - INFO - Epoch(train) [158][ 900/2503] lr: 2.3933e-01 eta: 13:39:46 time: 0.1118 data_time: 0.0044 loss: 1.9550 03/09 16:35:45 - mmengine - INFO - Epoch(train) [158][1000/2503] lr: 2.3926e-01 eta: 13:39:32 time: 0.1381 data_time: 0.0040 loss: 1.9979 03/09 16:35:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:35:59 - mmengine - INFO - Epoch(train) [158][1100/2503] lr: 2.3919e-01 eta: 13:39:18 time: 0.1283 data_time: 0.0042 loss: 2.0908 03/09 16:36:12 - mmengine - INFO - Epoch(train) [158][1200/2503] lr: 2.3913e-01 eta: 13:39:04 time: 0.1436 data_time: 0.0041 loss: 2.0467 03/09 16:36:26 - mmengine - INFO - Epoch(train) [158][1300/2503] lr: 2.3906e-01 eta: 13:38:49 time: 0.1020 data_time: 0.0043 loss: 2.1424 03/09 16:36:40 - mmengine - INFO - Epoch(train) [158][1400/2503] lr: 2.3899e-01 eta: 13:38:36 time: 0.1729 data_time: 0.0038 loss: 2.0249 03/09 16:36:53 - mmengine - INFO - Epoch(train) [158][1500/2503] lr: 2.3893e-01 eta: 13:38:22 time: 0.1237 data_time: 0.0046 loss: 2.0131 03/09 16:37:07 - mmengine - INFO - Epoch(train) [158][1600/2503] lr: 2.3886e-01 eta: 13:38:07 time: 0.1168 data_time: 0.0040 loss: 1.9531 03/09 16:37:21 - mmengine - INFO - Epoch(train) [158][1700/2503] lr: 2.3879e-01 eta: 13:37:53 time: 0.1615 data_time: 0.0041 loss: 2.2609 03/09 16:37:34 - mmengine - INFO - Epoch(train) [158][1800/2503] lr: 2.3872e-01 eta: 13:37:39 time: 0.1581 data_time: 0.0040 loss: 2.0884 03/09 16:37:48 - mmengine - INFO - Epoch(train) [158][1900/2503] lr: 2.3866e-01 eta: 13:37:25 time: 0.1607 data_time: 0.0187 loss: 2.0045 03/09 16:38:02 - mmengine - INFO - Epoch(train) [158][2000/2503] lr: 2.3859e-01 eta: 13:37:12 time: 0.2094 data_time: 0.0036 loss: 2.1113 03/09 16:38:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:38:15 - mmengine - INFO - Epoch(train) [158][2100/2503] lr: 2.3852e-01 eta: 13:36:57 time: 0.1341 data_time: 0.0165 loss: 2.0645 03/09 16:38:29 - mmengine - INFO - Epoch(train) [158][2200/2503] lr: 2.3846e-01 eta: 13:36:43 time: 0.1507 data_time: 0.0037 loss: 2.1210 03/09 16:38:43 - mmengine - INFO - Epoch(train) [158][2300/2503] lr: 2.3839e-01 eta: 13:36:29 time: 0.1416 data_time: 0.0035 loss: 2.1342 03/09 16:38:56 - mmengine - INFO - Epoch(train) [158][2400/2503] lr: 2.3832e-01 eta: 13:36:15 time: 0.1278 data_time: 0.0037 loss: 2.0390 03/09 16:39:10 - mmengine - INFO - Epoch(train) [158][2500/2503] lr: 2.3826e-01 eta: 13:36:02 time: 0.1347 data_time: 0.0053 loss: 2.1300 03/09 16:39:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:39:11 - mmengine - INFO - Saving checkpoint at 158 epochs 03/09 16:39:36 - mmengine - INFO - Epoch(val) [158][98/98] accuracy/top1: 57.1960 accuracy/top5: 80.8780 03/09 16:39:51 - mmengine - INFO - Epoch(train) [159][ 100/2503] lr: 2.3819e-01 eta: 13:35:48 time: 0.1370 data_time: 0.0041 loss: 2.0229 03/09 16:40:05 - mmengine - INFO - Epoch(train) [159][ 200/2503] lr: 2.3812e-01 eta: 13:35:34 time: 0.1102 data_time: 0.0041 loss: 1.9640 03/09 16:40:19 - mmengine - INFO - Epoch(train) [159][ 300/2503] lr: 2.3805e-01 eta: 13:35:21 time: 0.1433 data_time: 0.0042 loss: 2.0560 03/09 16:40:33 - mmengine - INFO - Epoch(train) [159][ 400/2503] lr: 2.3799e-01 eta: 13:35:07 time: 0.1328 data_time: 0.0047 loss: 1.8344 03/09 16:40:47 - mmengine - INFO - Epoch(train) [159][ 500/2503] lr: 2.3792e-01 eta: 13:34:53 time: 0.1689 data_time: 0.0044 loss: 2.0989 03/09 16:40:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:41:00 - mmengine - INFO - Epoch(train) [159][ 600/2503] lr: 2.3785e-01 eta: 13:34:39 time: 0.1381 data_time: 0.0041 loss: 2.0674 03/09 16:41:14 - mmengine - INFO - Epoch(train) [159][ 700/2503] lr: 2.3778e-01 eta: 13:34:25 time: 0.1358 data_time: 0.0041 loss: 1.9651 03/09 16:41:27 - mmengine - INFO - Epoch(train) [159][ 800/2503] lr: 2.3772e-01 eta: 13:34:10 time: 0.1173 data_time: 0.0039 loss: 2.0436 03/09 16:41:41 - mmengine - INFO - Epoch(train) [159][ 900/2503] lr: 2.3765e-01 eta: 13:33:57 time: 0.1668 data_time: 0.0040 loss: 2.0899 03/09 16:41:55 - mmengine - INFO - Epoch(train) [159][1000/2503] lr: 2.3758e-01 eta: 13:33:43 time: 0.1265 data_time: 0.0038 loss: 2.0145 03/09 16:42:08 - mmengine - INFO - Epoch(train) [159][1100/2503] lr: 2.3752e-01 eta: 13:33:28 time: 0.1175 data_time: 0.0041 loss: 2.3434 03/09 16:42:22 - mmengine - INFO - Epoch(train) [159][1200/2503] lr: 2.3745e-01 eta: 13:33:15 time: 0.1213 data_time: 0.0040 loss: 2.1842 03/09 16:42:36 - mmengine - INFO - Epoch(train) [159][1300/2503] lr: 2.3738e-01 eta: 13:33:01 time: 0.1360 data_time: 0.0039 loss: 1.9564 03/09 16:42:50 - mmengine - INFO - Epoch(train) [159][1400/2503] lr: 2.3731e-01 eta: 13:32:47 time: 0.1127 data_time: 0.0038 loss: 2.0752 03/09 16:43:03 - mmengine - INFO - Epoch(train) [159][1500/2503] lr: 2.3725e-01 eta: 13:32:32 time: 0.1022 data_time: 0.0039 loss: 2.0240 03/09 16:43:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:43:17 - mmengine - INFO - Epoch(train) [159][1600/2503] lr: 2.3718e-01 eta: 13:32:18 time: 0.1255 data_time: 0.0041 loss: 2.0333 03/09 16:43:30 - mmengine - INFO - Epoch(train) [159][1700/2503] lr: 2.3711e-01 eta: 13:32:04 time: 0.1213 data_time: 0.0037 loss: 2.1275 03/09 16:43:44 - mmengine - INFO - Epoch(train) [159][1800/2503] lr: 2.3705e-01 eta: 13:31:50 time: 0.1603 data_time: 0.0051 loss: 2.0633 03/09 16:43:58 - mmengine - INFO - Epoch(train) [159][1900/2503] lr: 2.3698e-01 eta: 13:31:36 time: 0.1474 data_time: 0.0036 loss: 2.1221 03/09 16:44:12 - mmengine - INFO - Epoch(train) [159][2000/2503] lr: 2.3691e-01 eta: 13:31:22 time: 0.1645 data_time: 0.0036 loss: 2.0941 03/09 16:44:25 - mmengine - INFO - Epoch(train) [159][2100/2503] lr: 2.3685e-01 eta: 13:31:08 time: 0.1186 data_time: 0.0040 loss: 2.0420 03/09 16:44:39 - mmengine - INFO - Epoch(train) [159][2200/2503] lr: 2.3678e-01 eta: 13:30:54 time: 0.1533 data_time: 0.0042 loss: 1.9432 03/09 16:44:53 - mmengine - INFO - Epoch(train) [159][2300/2503] lr: 2.3671e-01 eta: 13:30:40 time: 0.1409 data_time: 0.0040 loss: 2.1565 03/09 16:45:06 - mmengine - INFO - Epoch(train) [159][2400/2503] lr: 2.3664e-01 eta: 13:30:26 time: 0.1437 data_time: 0.0044 loss: 2.0578 03/09 16:45:20 - mmengine - INFO - Epoch(train) [159][2500/2503] lr: 2.3658e-01 eta: 13:30:12 time: 0.1329 data_time: 0.0051 loss: 2.0956 03/09 16:45:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:45:20 - mmengine - INFO - Saving checkpoint at 159 epochs 03/09 16:45:46 - mmengine - INFO - Epoch(val) [159][98/98] accuracy/top1: 56.9500 accuracy/top5: 80.7320 03/09 16:45:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:46:02 - mmengine - INFO - Epoch(train) [160][ 100/2503] lr: 2.3651e-01 eta: 13:30:00 time: 0.1211 data_time: 0.0040 loss: 2.0907 03/09 16:46:16 - mmengine - INFO - Epoch(train) [160][ 200/2503] lr: 2.3644e-01 eta: 13:29:46 time: 0.1652 data_time: 0.0073 loss: 2.0881 03/09 16:46:30 - mmengine - INFO - Epoch(train) [160][ 300/2503] lr: 2.3637e-01 eta: 13:29:33 time: 0.1452 data_time: 0.0044 loss: 2.0078 03/09 16:46:44 - mmengine - INFO - Epoch(train) [160][ 400/2503] lr: 2.3631e-01 eta: 13:29:19 time: 0.1556 data_time: 0.0038 loss: 1.9727 03/09 16:46:57 - mmengine - INFO - Epoch(train) [160][ 500/2503] lr: 2.3624e-01 eta: 13:29:05 time: 0.1361 data_time: 0.0040 loss: 2.0291 03/09 16:47:11 - mmengine - INFO - Epoch(train) [160][ 600/2503] lr: 2.3617e-01 eta: 13:28:50 time: 0.1268 data_time: 0.0038 loss: 2.1060 03/09 16:47:25 - mmengine - INFO - Epoch(train) [160][ 700/2503] lr: 2.3611e-01 eta: 13:28:37 time: 0.1244 data_time: 0.0038 loss: 2.0908 03/09 16:47:39 - mmengine - INFO - Epoch(train) [160][ 800/2503] lr: 2.3604e-01 eta: 13:28:23 time: 0.1229 data_time: 0.0039 loss: 1.9731 03/09 16:47:53 - mmengine - INFO - Epoch(train) [160][ 900/2503] lr: 2.3597e-01 eta: 13:28:09 time: 0.1327 data_time: 0.0041 loss: 2.0473 03/09 16:48:07 - mmengine - INFO - Epoch(train) [160][1000/2503] lr: 2.3591e-01 eta: 13:27:55 time: 0.1156 data_time: 0.0039 loss: 2.0734 03/09 16:48:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:48:20 - mmengine - INFO - Epoch(train) [160][1100/2503] lr: 2.3584e-01 eta: 13:27:41 time: 0.1309 data_time: 0.0042 loss: 2.0300 03/09 16:48:35 - mmengine - INFO - Epoch(train) [160][1200/2503] lr: 2.3577e-01 eta: 13:27:28 time: 0.1558 data_time: 0.0041 loss: 2.1089 03/09 16:48:48 - mmengine - INFO - Epoch(train) [160][1300/2503] lr: 2.3570e-01 eta: 13:27:14 time: 0.1034 data_time: 0.0049 loss: 2.0377 03/09 16:49:03 - mmengine - INFO - Epoch(train) [160][1400/2503] lr: 2.3564e-01 eta: 13:27:00 time: 0.1382 data_time: 0.0040 loss: 2.1409 03/09 16:49:17 - mmengine - INFO - Epoch(train) [160][1500/2503] lr: 2.3557e-01 eta: 13:26:46 time: 0.1300 data_time: 0.0043 loss: 1.9504 03/09 16:49:30 - mmengine - INFO - Epoch(train) [160][1600/2503] lr: 2.3550e-01 eta: 13:26:32 time: 0.1486 data_time: 0.0245 loss: 2.0440 03/09 16:49:44 - mmengine - INFO - Epoch(train) [160][1700/2503] lr: 2.3544e-01 eta: 13:26:18 time: 0.1121 data_time: 0.0042 loss: 2.1404 03/09 16:49:58 - mmengine - INFO - Epoch(train) [160][1800/2503] lr: 2.3537e-01 eta: 13:26:04 time: 0.1337 data_time: 0.0037 loss: 2.0532 03/09 16:50:11 - mmengine - INFO - Epoch(train) [160][1900/2503] lr: 2.3530e-01 eta: 13:25:50 time: 0.1597 data_time: 0.0038 loss: 2.3152 03/09 16:50:25 - mmengine - INFO - Epoch(train) [160][2000/2503] lr: 2.3523e-01 eta: 13:25:36 time: 0.1301 data_time: 0.0038 loss: 2.0966 03/09 16:50:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:50:39 - mmengine - INFO - Epoch(train) [160][2100/2503] lr: 2.3517e-01 eta: 13:25:22 time: 0.1221 data_time: 0.0041 loss: 2.0425 03/09 16:50:52 - mmengine - INFO - Epoch(train) [160][2200/2503] lr: 2.3510e-01 eta: 13:25:08 time: 0.1372 data_time: 0.0042 loss: 1.8681 03/09 16:51:06 - mmengine - INFO - Epoch(train) [160][2300/2503] lr: 2.3503e-01 eta: 13:24:54 time: 0.1335 data_time: 0.0039 loss: 2.1601 03/09 16:51:20 - mmengine - INFO - Epoch(train) [160][2400/2503] lr: 2.3497e-01 eta: 13:24:40 time: 0.1283 data_time: 0.0040 loss: 2.0043 03/09 16:51:33 - mmengine - INFO - Epoch(train) [160][2500/2503] lr: 2.3490e-01 eta: 13:24:26 time: 0.1205 data_time: 0.0051 loss: 2.0678 03/09 16:51:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:51:34 - mmengine - INFO - Saving checkpoint at 160 epochs 03/09 16:51:58 - mmengine - INFO - Epoch(val) [160][98/98] accuracy/top1: 55.9340 accuracy/top5: 79.8580 03/09 16:52:13 - mmengine - INFO - Epoch(train) [161][ 100/2503] lr: 2.3483e-01 eta: 13:24:13 time: 0.1385 data_time: 0.0038 loss: 1.9654 03/09 16:52:28 - mmengine - INFO - Epoch(train) [161][ 200/2503] lr: 2.3476e-01 eta: 13:23:59 time: 0.1449 data_time: 0.0044 loss: 2.0919 03/09 16:52:42 - mmengine - INFO - Epoch(train) [161][ 300/2503] lr: 2.3470e-01 eta: 13:23:46 time: 0.1199 data_time: 0.0047 loss: 2.0710 03/09 16:52:55 - mmengine - INFO - Epoch(train) [161][ 400/2503] lr: 2.3463e-01 eta: 13:23:31 time: 0.1055 data_time: 0.0075 loss: 2.0343 03/09 16:53:09 - mmengine - INFO - Epoch(train) [161][ 500/2503] lr: 2.3456e-01 eta: 13:23:17 time: 0.1535 data_time: 0.0041 loss: 2.0397 03/09 16:53:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:53:23 - mmengine - INFO - Epoch(train) [161][ 600/2503] lr: 2.3450e-01 eta: 13:23:03 time: 0.1108 data_time: 0.0172 loss: 2.1736 03/09 16:53:37 - mmengine - INFO - Epoch(train) [161][ 700/2503] lr: 2.3443e-01 eta: 13:22:50 time: 0.1520 data_time: 0.0042 loss: 2.1919 03/09 16:53:51 - mmengine - INFO - Epoch(train) [161][ 800/2503] lr: 2.3436e-01 eta: 13:22:36 time: 0.1414 data_time: 0.0039 loss: 2.1774 03/09 16:54:04 - mmengine - INFO - Epoch(train) [161][ 900/2503] lr: 2.3429e-01 eta: 13:22:22 time: 0.1123 data_time: 0.0040 loss: 2.0389 03/09 16:54:18 - mmengine - INFO - Epoch(train) [161][1000/2503] lr: 2.3423e-01 eta: 13:22:08 time: 0.1052 data_time: 0.0038 loss: 2.1423 03/09 16:54:31 - mmengine - INFO - Epoch(train) [161][1100/2503] lr: 2.3416e-01 eta: 13:21:54 time: 0.1008 data_time: 0.0040 loss: 1.9660 03/09 16:54:45 - mmengine - INFO - Epoch(train) [161][1200/2503] lr: 2.3409e-01 eta: 13:21:40 time: 0.1255 data_time: 0.0039 loss: 2.2017 03/09 16:54:59 - mmengine - INFO - Epoch(train) [161][1300/2503] lr: 2.3403e-01 eta: 13:21:26 time: 0.1441 data_time: 0.0042 loss: 2.0728 03/09 16:55:13 - mmengine - INFO - Epoch(train) [161][1400/2503] lr: 2.3396e-01 eta: 13:21:12 time: 0.1521 data_time: 0.0038 loss: 2.2950 03/09 16:55:26 - mmengine - INFO - Epoch(train) [161][1500/2503] lr: 2.3389e-01 eta: 13:20:58 time: 0.1424 data_time: 0.0251 loss: 2.1004 03/09 16:55:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:55:40 - mmengine - INFO - Epoch(train) [161][1600/2503] lr: 2.3383e-01 eta: 13:20:44 time: 0.1507 data_time: 0.0040 loss: 2.0861 03/09 16:55:54 - mmengine - INFO - Epoch(train) [161][1700/2503] lr: 2.3376e-01 eta: 13:20:30 time: 0.0988 data_time: 0.0040 loss: 2.1396 03/09 16:56:08 - mmengine - INFO - Epoch(train) [161][1800/2503] lr: 2.3369e-01 eta: 13:20:16 time: 0.1103 data_time: 0.0140 loss: 2.0772 03/09 16:56:22 - mmengine - INFO - Epoch(train) [161][1900/2503] lr: 2.3362e-01 eta: 13:20:02 time: 0.1021 data_time: 0.0043 loss: 2.2510 03/09 16:56:36 - mmengine - INFO - Epoch(train) [161][2000/2503] lr: 2.3356e-01 eta: 13:19:49 time: 0.1555 data_time: 0.0036 loss: 2.2351 03/09 16:56:49 - mmengine - INFO - Epoch(train) [161][2100/2503] lr: 2.3349e-01 eta: 13:19:34 time: 0.1100 data_time: 0.0042 loss: 2.0536 03/09 16:57:03 - mmengine - INFO - Epoch(train) [161][2200/2503] lr: 2.3342e-01 eta: 13:19:21 time: 0.1450 data_time: 0.0037 loss: 2.2157 03/09 16:57:17 - mmengine - INFO - Epoch(train) [161][2300/2503] lr: 2.3336e-01 eta: 13:19:07 time: 0.1660 data_time: 0.0041 loss: 1.9777 03/09 16:57:31 - mmengine - INFO - Epoch(train) [161][2400/2503] lr: 2.3329e-01 eta: 13:18:53 time: 0.1343 data_time: 0.0041 loss: 2.0626 03/09 16:57:44 - mmengine - INFO - Epoch(train) [161][2500/2503] lr: 2.3322e-01 eta: 13:18:39 time: 0.1197 data_time: 0.0042 loss: 2.0980 03/09 16:57:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:57:45 - mmengine - INFO - Saving checkpoint at 161 epochs 03/09 16:58:10 - mmengine - INFO - Epoch(val) [161][98/98] accuracy/top1: 57.6200 accuracy/top5: 81.4220 03/09 16:58:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 16:58:26 - mmengine - INFO - Epoch(train) [162][ 100/2503] lr: 2.3315e-01 eta: 13:18:25 time: 0.1580 data_time: 0.0608 loss: 2.0415 03/09 16:58:40 - mmengine - INFO - Epoch(train) [162][ 200/2503] lr: 2.3309e-01 eta: 13:18:12 time: 0.1248 data_time: 0.0045 loss: 2.0462 03/09 16:58:54 - mmengine - INFO - Epoch(train) [162][ 300/2503] lr: 2.3302e-01 eta: 13:17:58 time: 0.1165 data_time: 0.0076 loss: 2.1149 03/09 16:59:08 - mmengine - INFO - Epoch(train) [162][ 400/2503] lr: 2.3295e-01 eta: 13:17:44 time: 0.1176 data_time: 0.0044 loss: 1.9767 03/09 16:59:22 - mmengine - INFO - Epoch(train) [162][ 500/2503] lr: 2.3288e-01 eta: 13:17:30 time: 0.1365 data_time: 0.0044 loss: 2.0071 03/09 16:59:36 - mmengine - INFO - Epoch(train) [162][ 600/2503] lr: 2.3282e-01 eta: 13:17:17 time: 0.1184 data_time: 0.0139 loss: 2.0748 03/09 16:59:49 - mmengine - INFO - Epoch(train) [162][ 700/2503] lr: 2.3275e-01 eta: 13:17:03 time: 0.1047 data_time: 0.0040 loss: 2.0088 03/09 17:00:03 - mmengine - INFO - Epoch(train) [162][ 800/2503] lr: 2.3268e-01 eta: 13:16:49 time: 0.1683 data_time: 0.0265 loss: 2.1075 03/09 17:00:17 - mmengine - INFO - Epoch(train) [162][ 900/2503] lr: 2.3262e-01 eta: 13:16:35 time: 0.1248 data_time: 0.0038 loss: 1.9901 03/09 17:00:31 - mmengine - INFO - Epoch(train) [162][1000/2503] lr: 2.3255e-01 eta: 13:16:21 time: 0.1495 data_time: 0.0043 loss: 2.0358 03/09 17:00:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:00:44 - mmengine - INFO - Epoch(train) [162][1100/2503] lr: 2.3248e-01 eta: 13:16:07 time: 0.1021 data_time: 0.0048 loss: 2.1362 03/09 17:00:58 - mmengine - INFO - Epoch(train) [162][1200/2503] lr: 2.3242e-01 eta: 13:15:53 time: 0.1346 data_time: 0.0036 loss: 2.0522 03/09 17:01:12 - mmengine - INFO - Epoch(train) [162][1300/2503] lr: 2.3235e-01 eta: 13:15:39 time: 0.1310 data_time: 0.0038 loss: 2.0355 03/09 17:01:25 - mmengine - INFO - Epoch(train) [162][1400/2503] lr: 2.3228e-01 eta: 13:15:25 time: 0.1201 data_time: 0.0229 loss: 2.1839 03/09 17:01:39 - mmengine - INFO - Epoch(train) [162][1500/2503] lr: 2.3221e-01 eta: 13:15:11 time: 0.1397 data_time: 0.0039 loss: 2.0133 03/09 17:01:52 - mmengine - INFO - Epoch(train) [162][1600/2503] lr: 2.3215e-01 eta: 13:14:57 time: 0.1271 data_time: 0.0042 loss: 2.0371 03/09 17:02:06 - mmengine - INFO - Epoch(train) [162][1700/2503] lr: 2.3208e-01 eta: 13:14:43 time: 0.1066 data_time: 0.0042 loss: 2.0061 03/09 17:02:20 - mmengine - INFO - Epoch(train) [162][1800/2503] lr: 2.3201e-01 eta: 13:14:28 time: 0.1189 data_time: 0.0039 loss: 2.0091 03/09 17:02:34 - mmengine - INFO - Epoch(train) [162][1900/2503] lr: 2.3195e-01 eta: 13:14:15 time: 0.1603 data_time: 0.0038 loss: 2.0732 03/09 17:02:47 - mmengine - INFO - Epoch(train) [162][2000/2503] lr: 2.3188e-01 eta: 13:14:00 time: 0.1417 data_time: 0.0041 loss: 2.2086 03/09 17:02:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:03:01 - mmengine - INFO - Epoch(train) [162][2100/2503] lr: 2.3181e-01 eta: 13:13:47 time: 0.1280 data_time: 0.0040 loss: 2.1693 03/09 17:03:14 - mmengine - INFO - Epoch(train) [162][2200/2503] lr: 2.3175e-01 eta: 13:13:32 time: 0.1115 data_time: 0.0040 loss: 2.0954 03/09 17:03:28 - mmengine - INFO - Epoch(train) [162][2300/2503] lr: 2.3168e-01 eta: 13:13:18 time: 0.1414 data_time: 0.0041 loss: 1.9820 03/09 17:03:42 - mmengine - INFO - Epoch(train) [162][2400/2503] lr: 2.3161e-01 eta: 13:13:04 time: 0.1238 data_time: 0.0047 loss: 2.1389 03/09 17:03:55 - mmengine - INFO - Epoch(train) [162][2500/2503] lr: 2.3154e-01 eta: 13:12:50 time: 0.0973 data_time: 0.0052 loss: 2.1577 03/09 17:03:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:03:56 - mmengine - INFO - Saving checkpoint at 162 epochs 03/09 17:04:22 - mmengine - INFO - Epoch(val) [162][98/98] accuracy/top1: 57.6580 accuracy/top5: 81.0840 03/09 17:04:38 - mmengine - INFO - Epoch(train) [163][ 100/2503] lr: 2.3148e-01 eta: 13:12:37 time: 0.0944 data_time: 0.0042 loss: 2.1015 03/09 17:04:52 - mmengine - INFO - Epoch(train) [163][ 200/2503] lr: 2.3141e-01 eta: 13:12:23 time: 0.1298 data_time: 0.0043 loss: 2.0170 03/09 17:05:06 - mmengine - INFO - Epoch(train) [163][ 300/2503] lr: 2.3134e-01 eta: 13:12:09 time: 0.1306 data_time: 0.0040 loss: 2.0520 03/09 17:05:19 - mmengine - INFO - Epoch(train) [163][ 400/2503] lr: 2.3127e-01 eta: 13:11:55 time: 0.1387 data_time: 0.0042 loss: 2.1128 03/09 17:05:33 - mmengine - INFO - Epoch(train) [163][ 500/2503] lr: 2.3121e-01 eta: 13:11:41 time: 0.1642 data_time: 0.0371 loss: 2.0621 03/09 17:05:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:05:47 - mmengine - INFO - Epoch(train) [163][ 600/2503] lr: 2.3114e-01 eta: 13:11:28 time: 0.1351 data_time: 0.0040 loss: 2.1041 03/09 17:06:00 - mmengine - INFO - Epoch(train) [163][ 700/2503] lr: 2.3107e-01 eta: 13:11:13 time: 0.1571 data_time: 0.0039 loss: 2.2017 03/09 17:06:14 - mmengine - INFO - Epoch(train) [163][ 800/2503] lr: 2.3101e-01 eta: 13:10:59 time: 0.1379 data_time: 0.0041 loss: 2.0745 03/09 17:06:27 - mmengine - INFO - Epoch(train) [163][ 900/2503] lr: 2.3094e-01 eta: 13:10:45 time: 0.1190 data_time: 0.0040 loss: 2.0370 03/09 17:06:41 - mmengine - INFO - Epoch(train) [163][1000/2503] lr: 2.3087e-01 eta: 13:10:31 time: 0.1347 data_time: 0.0040 loss: 1.8565 03/09 17:06:55 - mmengine - INFO - Epoch(train) [163][1100/2503] lr: 2.3080e-01 eta: 13:10:17 time: 0.1349 data_time: 0.0035 loss: 1.9700 03/09 17:07:08 - mmengine - INFO - Epoch(train) [163][1200/2503] lr: 2.3074e-01 eta: 13:10:03 time: 0.1078 data_time: 0.0044 loss: 2.1691 03/09 17:07:22 - mmengine - INFO - Epoch(train) [163][1300/2503] lr: 2.3067e-01 eta: 13:09:49 time: 0.1791 data_time: 0.0039 loss: 2.2247 03/09 17:07:36 - mmengine - INFO - Epoch(train) [163][1400/2503] lr: 2.3060e-01 eta: 13:09:35 time: 0.1966 data_time: 0.0037 loss: 2.0085 03/09 17:07:49 - mmengine - INFO - Epoch(train) [163][1500/2503] lr: 2.3054e-01 eta: 13:09:21 time: 0.1368 data_time: 0.0039 loss: 2.1728 03/09 17:07:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:08:03 - mmengine - INFO - Epoch(train) [163][1600/2503] lr: 2.3047e-01 eta: 13:09:07 time: 0.1248 data_time: 0.0041 loss: 2.2024 03/09 17:08:17 - mmengine - INFO - Epoch(train) [163][1700/2503] lr: 2.3040e-01 eta: 13:08:53 time: 0.1425 data_time: 0.0295 loss: 2.2494 03/09 17:08:31 - mmengine - INFO - Epoch(train) [163][1800/2503] lr: 2.3034e-01 eta: 13:08:39 time: 0.1370 data_time: 0.0040 loss: 2.0493 03/09 17:08:44 - mmengine - INFO - Epoch(train) [163][1900/2503] lr: 2.3027e-01 eta: 13:08:25 time: 0.1131 data_time: 0.0040 loss: 2.0185 03/09 17:08:58 - mmengine - INFO - Epoch(train) [163][2000/2503] lr: 2.3020e-01 eta: 13:08:11 time: 0.1269 data_time: 0.0038 loss: 2.0346 03/09 17:09:12 - mmengine - INFO - Epoch(train) [163][2100/2503] lr: 2.3013e-01 eta: 13:07:57 time: 0.1437 data_time: 0.0040 loss: 2.0406 03/09 17:09:26 - mmengine - INFO - Epoch(train) [163][2200/2503] lr: 2.3007e-01 eta: 13:07:44 time: 0.1630 data_time: 0.0039 loss: 2.1083 03/09 17:09:39 - mmengine - INFO - Epoch(train) [163][2300/2503] lr: 2.3000e-01 eta: 13:07:29 time: 0.1150 data_time: 0.0042 loss: 1.9631 03/09 17:09:53 - mmengine - INFO - Epoch(train) [163][2400/2503] lr: 2.2993e-01 eta: 13:07:16 time: 0.1801 data_time: 0.0038 loss: 2.0896 03/09 17:10:06 - mmengine - INFO - Epoch(train) [163][2500/2503] lr: 2.2987e-01 eta: 13:07:01 time: 0.1276 data_time: 0.0046 loss: 2.1124 03/09 17:10:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:10:07 - mmengine - INFO - Saving checkpoint at 163 epochs 03/09 17:10:33 - mmengine - INFO - Epoch(val) [163][98/98] accuracy/top1: 58.3580 accuracy/top5: 81.6560 03/09 17:10:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:10:48 - mmengine - INFO - Epoch(train) [164][ 100/2503] lr: 2.2980e-01 eta: 13:06:48 time: 0.1422 data_time: 0.0039 loss: 1.9272 03/09 17:11:01 - mmengine - INFO - Epoch(train) [164][ 200/2503] lr: 2.2973e-01 eta: 13:06:34 time: 0.1434 data_time: 0.0042 loss: 1.9691 03/09 17:11:15 - mmengine - INFO - Epoch(train) [164][ 300/2503] lr: 2.2966e-01 eta: 13:06:20 time: 0.1341 data_time: 0.0123 loss: 2.0155 03/09 17:11:29 - mmengine - INFO - Epoch(train) [164][ 400/2503] lr: 2.2960e-01 eta: 13:06:06 time: 0.1243 data_time: 0.0043 loss: 2.0815 03/09 17:11:43 - mmengine - INFO - Epoch(train) [164][ 500/2503] lr: 2.2953e-01 eta: 13:05:52 time: 0.1456 data_time: 0.0040 loss: 2.1043 03/09 17:11:57 - mmengine - INFO - Epoch(train) [164][ 600/2503] lr: 2.2946e-01 eta: 13:05:39 time: 0.1414 data_time: 0.0041 loss: 2.1708 03/09 17:12:10 - mmengine - INFO - Epoch(train) [164][ 700/2503] lr: 2.2939e-01 eta: 13:05:25 time: 0.1401 data_time: 0.0038 loss: 2.1425 03/09 17:12:25 - mmengine - INFO - Epoch(train) [164][ 800/2503] lr: 2.2933e-01 eta: 13:05:11 time: 0.1565 data_time: 0.0227 loss: 2.0417 03/09 17:12:38 - mmengine - INFO - Epoch(train) [164][ 900/2503] lr: 2.2926e-01 eta: 13:04:57 time: 0.1366 data_time: 0.0038 loss: 2.0168 03/09 17:12:52 - mmengine - INFO - Epoch(train) [164][1000/2503] lr: 2.2919e-01 eta: 13:04:43 time: 0.1197 data_time: 0.0038 loss: 2.1711 03/09 17:12:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:13:06 - mmengine - INFO - Epoch(train) [164][1100/2503] lr: 2.2913e-01 eta: 13:04:29 time: 0.1336 data_time: 0.0037 loss: 2.1158 03/09 17:13:19 - mmengine - INFO - Epoch(train) [164][1200/2503] lr: 2.2906e-01 eta: 13:04:15 time: 0.1278 data_time: 0.0040 loss: 2.1854 03/09 17:13:34 - mmengine - INFO - Epoch(train) [164][1300/2503] lr: 2.2899e-01 eta: 13:04:02 time: 0.1494 data_time: 0.0040 loss: 2.0867 03/09 17:13:47 - mmengine - INFO - Epoch(train) [164][1400/2503] lr: 2.2893e-01 eta: 13:03:48 time: 0.1387 data_time: 0.0038 loss: 2.0034 03/09 17:14:01 - mmengine - INFO - Epoch(train) [164][1500/2503] lr: 2.2886e-01 eta: 13:03:34 time: 0.1243 data_time: 0.0039 loss: 2.0358 03/09 17:14:15 - mmengine - INFO - Epoch(train) [164][1600/2503] lr: 2.2879e-01 eta: 13:03:20 time: 0.1444 data_time: 0.0046 loss: 1.9601 03/09 17:14:29 - mmengine - INFO - Epoch(train) [164][1700/2503] lr: 2.2872e-01 eta: 13:03:06 time: 0.1205 data_time: 0.0041 loss: 1.8773 03/09 17:14:43 - mmengine - INFO - Epoch(train) [164][1800/2503] lr: 2.2866e-01 eta: 13:02:52 time: 0.1462 data_time: 0.0046 loss: 1.9753 03/09 17:14:57 - mmengine - INFO - Epoch(train) [164][1900/2503] lr: 2.2859e-01 eta: 13:02:38 time: 0.1581 data_time: 0.0042 loss: 2.1545 03/09 17:15:10 - mmengine - INFO - Epoch(train) [164][2000/2503] lr: 2.2852e-01 eta: 13:02:24 time: 0.1336 data_time: 0.0047 loss: 2.0215 03/09 17:15:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:15:24 - mmengine - INFO - Epoch(train) [164][2100/2503] lr: 2.2846e-01 eta: 13:02:10 time: 0.1233 data_time: 0.0044 loss: 2.0249 03/09 17:15:37 - mmengine - INFO - Epoch(train) [164][2200/2503] lr: 2.2839e-01 eta: 13:01:56 time: 0.0977 data_time: 0.0041 loss: 2.0555 03/09 17:15:52 - mmengine - INFO - Epoch(train) [164][2300/2503] lr: 2.2832e-01 eta: 13:01:43 time: 0.1406 data_time: 0.0039 loss: 2.0856 03/09 17:16:05 - mmengine - INFO - Epoch(train) [164][2400/2503] lr: 2.2826e-01 eta: 13:01:28 time: 0.1157 data_time: 0.0198 loss: 2.0818 03/09 17:16:19 - mmengine - INFO - Epoch(train) [164][2500/2503] lr: 2.2819e-01 eta: 13:01:15 time: 0.1125 data_time: 0.0057 loss: 2.0432 03/09 17:16:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:16:20 - mmengine - INFO - Saving checkpoint at 164 epochs 03/09 17:16:46 - mmengine - INFO - Epoch(val) [164][98/98] accuracy/top1: 58.2100 accuracy/top5: 81.6900 03/09 17:17:01 - mmengine - INFO - Epoch(train) [165][ 100/2503] lr: 2.2812e-01 eta: 13:01:01 time: 0.1400 data_time: 0.0042 loss: 2.2073 03/09 17:17:15 - mmengine - INFO - Epoch(train) [165][ 200/2503] lr: 2.2805e-01 eta: 13:00:48 time: 0.1348 data_time: 0.0039 loss: 2.0744 03/09 17:17:29 - mmengine - INFO - Epoch(train) [165][ 300/2503] lr: 2.2799e-01 eta: 13:00:34 time: 0.1431 data_time: 0.0041 loss: 1.9568 03/09 17:17:43 - mmengine - INFO - Epoch(train) [165][ 400/2503] lr: 2.2792e-01 eta: 13:00:20 time: 0.1376 data_time: 0.0042 loss: 2.0927 03/09 17:17:56 - mmengine - INFO - Epoch(train) [165][ 500/2503] lr: 2.2785e-01 eta: 13:00:06 time: 0.1523 data_time: 0.0043 loss: 2.1485 03/09 17:17:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:18:10 - mmengine - INFO - Epoch(train) [165][ 600/2503] lr: 2.2778e-01 eta: 12:59:51 time: 0.1001 data_time: 0.0041 loss: 2.0238 03/09 17:18:24 - mmengine - INFO - Epoch(train) [165][ 700/2503] lr: 2.2772e-01 eta: 12:59:38 time: 0.1383 data_time: 0.0040 loss: 2.1232 03/09 17:18:38 - mmengine - INFO - Epoch(train) [165][ 800/2503] lr: 2.2765e-01 eta: 12:59:24 time: 0.1443 data_time: 0.0039 loss: 2.2027 03/09 17:18:52 - mmengine - INFO - Epoch(train) [165][ 900/2503] lr: 2.2758e-01 eta: 12:59:10 time: 0.1238 data_time: 0.0083 loss: 2.2170 03/09 17:19:05 - mmengine - INFO - Epoch(train) [165][1000/2503] lr: 2.2752e-01 eta: 12:58:56 time: 0.1176 data_time: 0.0037 loss: 2.1677 03/09 17:19:19 - mmengine - INFO - Epoch(train) [165][1100/2503] lr: 2.2745e-01 eta: 12:58:42 time: 0.1345 data_time: 0.0039 loss: 1.8044 03/09 17:19:34 - mmengine - INFO - Epoch(train) [165][1200/2503] lr: 2.2738e-01 eta: 12:58:29 time: 0.1567 data_time: 0.0037 loss: 2.0278 03/09 17:19:48 - mmengine - INFO - Epoch(train) [165][1300/2503] lr: 2.2731e-01 eta: 12:58:15 time: 0.1920 data_time: 0.0041 loss: 2.0418 03/09 17:20:01 - mmengine - INFO - Epoch(train) [165][1400/2503] lr: 2.2725e-01 eta: 12:58:01 time: 0.1301 data_time: 0.0037 loss: 2.0825 03/09 17:20:15 - mmengine - INFO - Epoch(train) [165][1500/2503] lr: 2.2718e-01 eta: 12:57:47 time: 0.1328 data_time: 0.0039 loss: 2.0619 03/09 17:20:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:20:29 - mmengine - INFO - Epoch(train) [165][1600/2503] lr: 2.2711e-01 eta: 12:57:33 time: 0.1010 data_time: 0.0041 loss: 2.0418 03/09 17:20:43 - mmengine - INFO - Epoch(train) [165][1700/2503] lr: 2.2705e-01 eta: 12:57:20 time: 0.1790 data_time: 0.0040 loss: 2.1075 03/09 17:20:56 - mmengine - INFO - Epoch(train) [165][1800/2503] lr: 2.2698e-01 eta: 12:57:05 time: 0.1268 data_time: 0.0038 loss: 2.1789 03/09 17:21:10 - mmengine - INFO - Epoch(train) [165][1900/2503] lr: 2.2691e-01 eta: 12:56:52 time: 0.1414 data_time: 0.0039 loss: 1.9602 03/09 17:21:24 - mmengine - INFO - Epoch(train) [165][2000/2503] lr: 2.2685e-01 eta: 12:56:38 time: 0.1548 data_time: 0.0040 loss: 2.1693 03/09 17:21:38 - mmengine - INFO - Epoch(train) [165][2100/2503] lr: 2.2678e-01 eta: 12:56:24 time: 0.1296 data_time: 0.0039 loss: 1.9408 03/09 17:21:52 - mmengine - INFO - Epoch(train) [165][2200/2503] lr: 2.2671e-01 eta: 12:56:11 time: 0.1690 data_time: 0.0107 loss: 2.0230 03/09 17:22:06 - mmengine - INFO - Epoch(train) [165][2300/2503] lr: 2.2664e-01 eta: 12:55:57 time: 0.1457 data_time: 0.0039 loss: 2.0956 03/09 17:22:20 - mmengine - INFO - Epoch(train) [165][2400/2503] lr: 2.2658e-01 eta: 12:55:43 time: 0.1180 data_time: 0.0040 loss: 2.3192 03/09 17:22:33 - mmengine - INFO - Epoch(train) [165][2500/2503] lr: 2.2651e-01 eta: 12:55:29 time: 0.1158 data_time: 0.0057 loss: 2.0548 03/09 17:22:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:22:34 - mmengine - INFO - Saving checkpoint at 165 epochs 03/09 17:23:00 - mmengine - INFO - Epoch(val) [165][98/98] accuracy/top1: 57.8280 accuracy/top5: 81.1740 03/09 17:23:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:23:15 - mmengine - INFO - Epoch(train) [166][ 100/2503] lr: 2.2644e-01 eta: 12:55:15 time: 0.1554 data_time: 0.0041 loss: 1.9919 03/09 17:23:29 - mmengine - INFO - Epoch(train) [166][ 200/2503] lr: 2.2637e-01 eta: 12:55:01 time: 0.1413 data_time: 0.0037 loss: 2.0915 03/09 17:23:43 - mmengine - INFO - Epoch(train) [166][ 300/2503] lr: 2.2631e-01 eta: 12:54:48 time: 0.1537 data_time: 0.0045 loss: 2.0057 03/09 17:23:56 - mmengine - INFO - Epoch(train) [166][ 400/2503] lr: 2.2624e-01 eta: 12:54:34 time: 0.1252 data_time: 0.0042 loss: 2.2247 03/09 17:24:10 - mmengine - INFO - Epoch(train) [166][ 500/2503] lr: 2.2617e-01 eta: 12:54:20 time: 0.1377 data_time: 0.0044 loss: 2.1126 03/09 17:24:24 - mmengine - INFO - Epoch(train) [166][ 600/2503] lr: 2.2611e-01 eta: 12:54:06 time: 0.1041 data_time: 0.0043 loss: 2.2416 03/09 17:24:38 - mmengine - INFO - Epoch(train) [166][ 700/2503] lr: 2.2604e-01 eta: 12:53:52 time: 0.1474 data_time: 0.0038 loss: 2.2175 03/09 17:24:52 - mmengine - INFO - Epoch(train) [166][ 800/2503] lr: 2.2597e-01 eta: 12:53:38 time: 0.1115 data_time: 0.0041 loss: 2.0160 03/09 17:25:06 - mmengine - INFO - Epoch(train) [166][ 900/2503] lr: 2.2591e-01 eta: 12:53:24 time: 0.1598 data_time: 0.0040 loss: 1.9557 03/09 17:25:19 - mmengine - INFO - Epoch(train) [166][1000/2503] lr: 2.2584e-01 eta: 12:53:10 time: 0.1317 data_time: 0.0040 loss: 2.1436 03/09 17:25:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:25:33 - mmengine - INFO - Epoch(train) [166][1100/2503] lr: 2.2577e-01 eta: 12:52:56 time: 0.1213 data_time: 0.0041 loss: 2.1478 03/09 17:25:47 - mmengine - INFO - Epoch(train) [166][1200/2503] lr: 2.2570e-01 eta: 12:52:42 time: 0.1358 data_time: 0.0042 loss: 2.0515 03/09 17:26:01 - mmengine - INFO - Epoch(train) [166][1300/2503] lr: 2.2564e-01 eta: 12:52:29 time: 0.1337 data_time: 0.0040 loss: 2.2408 03/09 17:26:18 - mmengine - INFO - Epoch(train) [166][1400/2503] lr: 2.2557e-01 eta: 12:52:17 time: 0.1392 data_time: 0.0376 loss: 2.0633 03/09 17:26:31 - mmengine - INFO - Epoch(train) [166][1500/2503] lr: 2.2550e-01 eta: 12:52:03 time: 0.1220 data_time: 0.0044 loss: 2.0705 03/09 17:26:46 - mmengine - INFO - Epoch(train) [166][1600/2503] lr: 2.2544e-01 eta: 12:51:50 time: 0.1868 data_time: 0.0538 loss: 2.0584 03/09 17:26:59 - mmengine - INFO - Epoch(train) [166][1700/2503] lr: 2.2537e-01 eta: 12:51:36 time: 0.1149 data_time: 0.0040 loss: 1.8736 03/09 17:27:13 - mmengine - INFO - Epoch(train) [166][1800/2503] lr: 2.2530e-01 eta: 12:51:22 time: 0.1199 data_time: 0.0039 loss: 2.1366 03/09 17:27:26 - mmengine - INFO - Epoch(train) [166][1900/2503] lr: 2.2523e-01 eta: 12:51:08 time: 0.1297 data_time: 0.0044 loss: 2.1075 03/09 17:27:40 - mmengine - INFO - Epoch(train) [166][2000/2503] lr: 2.2517e-01 eta: 12:50:54 time: 0.1270 data_time: 0.0039 loss: 1.9643 03/09 17:27:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:27:54 - mmengine - INFO - Epoch(train) [166][2100/2503] lr: 2.2510e-01 eta: 12:50:40 time: 0.1042 data_time: 0.0038 loss: 2.0894 03/09 17:28:08 - mmengine - INFO - Epoch(train) [166][2200/2503] lr: 2.2503e-01 eta: 12:50:26 time: 0.1260 data_time: 0.0066 loss: 2.0412 03/09 17:28:21 - mmengine - INFO - Epoch(train) [166][2300/2503] lr: 2.2497e-01 eta: 12:50:12 time: 0.1386 data_time: 0.0038 loss: 2.0032 03/09 17:28:36 - mmengine - INFO - Epoch(train) [166][2400/2503] lr: 2.2490e-01 eta: 12:49:59 time: 0.1789 data_time: 0.0042 loss: 2.1844 03/09 17:28:50 - mmengine - INFO - Epoch(train) [166][2500/2503] lr: 2.2483e-01 eta: 12:49:45 time: 0.1552 data_time: 0.0171 loss: 1.9859 03/09 17:28:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:28:50 - mmengine - INFO - Saving checkpoint at 166 epochs 03/09 17:29:18 - mmengine - INFO - Epoch(val) [166][98/98] accuracy/top1: 58.2220 accuracy/top5: 81.5440 03/09 17:29:34 - mmengine - INFO - Epoch(train) [167][ 100/2503] lr: 2.2476e-01 eta: 12:49:31 time: 0.1373 data_time: 0.0046 loss: 2.1524 03/09 17:29:48 - mmengine - INFO - Epoch(train) [167][ 200/2503] lr: 2.2470e-01 eta: 12:49:18 time: 0.1213 data_time: 0.0041 loss: 2.0194 03/09 17:30:02 - mmengine - INFO - Epoch(train) [167][ 300/2503] lr: 2.2463e-01 eta: 12:49:04 time: 0.1151 data_time: 0.0040 loss: 1.9274 03/09 17:30:16 - mmengine - INFO - Epoch(train) [167][ 400/2503] lr: 2.2456e-01 eta: 12:48:50 time: 0.1419 data_time: 0.0045 loss: 2.0660 03/09 17:30:29 - mmengine - INFO - Epoch(train) [167][ 500/2503] lr: 2.2450e-01 eta: 12:48:36 time: 0.1203 data_time: 0.0044 loss: 2.1077 03/09 17:30:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:30:44 - mmengine - INFO - Epoch(train) [167][ 600/2503] lr: 2.2443e-01 eta: 12:48:23 time: 0.1609 data_time: 0.0042 loss: 2.1054 03/09 17:30:57 - mmengine - INFO - Epoch(train) [167][ 700/2503] lr: 2.2436e-01 eta: 12:48:08 time: 0.1246 data_time: 0.0043 loss: 2.1814 03/09 17:31:11 - mmengine - INFO - Epoch(train) [167][ 800/2503] lr: 2.2429e-01 eta: 12:47:54 time: 0.1363 data_time: 0.0040 loss: 2.0966 03/09 17:31:24 - mmengine - INFO - Epoch(train) [167][ 900/2503] lr: 2.2423e-01 eta: 12:47:41 time: 0.1530 data_time: 0.0038 loss: 1.9804 03/09 17:31:38 - mmengine - INFO - Epoch(train) [167][1000/2503] lr: 2.2416e-01 eta: 12:47:27 time: 0.1643 data_time: 0.0043 loss: 2.1425 03/09 17:31:52 - mmengine - INFO - Epoch(train) [167][1100/2503] lr: 2.2409e-01 eta: 12:47:13 time: 0.1080 data_time: 0.0041 loss: 2.0574 03/09 17:32:06 - mmengine - INFO - Epoch(train) [167][1200/2503] lr: 2.2403e-01 eta: 12:46:59 time: 0.1458 data_time: 0.0185 loss: 2.0636 03/09 17:32:19 - mmengine - INFO - Epoch(train) [167][1300/2503] lr: 2.2396e-01 eta: 12:46:45 time: 0.1366 data_time: 0.0183 loss: 2.1986 03/09 17:32:33 - mmengine - INFO - Epoch(train) [167][1400/2503] lr: 2.2389e-01 eta: 12:46:31 time: 0.1096 data_time: 0.0041 loss: 2.1408 03/09 17:32:48 - mmengine - INFO - Epoch(train) [167][1500/2503] lr: 2.2383e-01 eta: 12:46:18 time: 0.1379 data_time: 0.0132 loss: 2.1603 03/09 17:32:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:33:02 - mmengine - INFO - Epoch(train) [167][1600/2503] lr: 2.2376e-01 eta: 12:46:04 time: 0.1377 data_time: 0.0040 loss: 2.0365 03/09 17:33:16 - mmengine - INFO - Epoch(train) [167][1700/2503] lr: 2.2369e-01 eta: 12:45:50 time: 0.1361 data_time: 0.0043 loss: 1.9176 03/09 17:33:29 - mmengine - INFO - Epoch(train) [167][1800/2503] lr: 2.2362e-01 eta: 12:45:36 time: 0.1045 data_time: 0.0043 loss: 2.1347 03/09 17:33:43 - mmengine - INFO - Epoch(train) [167][1900/2503] lr: 2.2356e-01 eta: 12:45:22 time: 0.1394 data_time: 0.0038 loss: 1.9659 03/09 17:33:57 - mmengine - INFO - Epoch(train) [167][2000/2503] lr: 2.2349e-01 eta: 12:45:08 time: 0.1409 data_time: 0.0043 loss: 2.1014 03/09 17:34:10 - mmengine - INFO - Epoch(train) [167][2100/2503] lr: 2.2342e-01 eta: 12:44:54 time: 0.1482 data_time: 0.0045 loss: 2.1174 03/09 17:34:24 - mmengine - INFO - Epoch(train) [167][2200/2503] lr: 2.2336e-01 eta: 12:44:40 time: 0.1384 data_time: 0.0041 loss: 2.0419 03/09 17:34:38 - mmengine - INFO - Epoch(train) [167][2300/2503] lr: 2.2329e-01 eta: 12:44:26 time: 0.1379 data_time: 0.0039 loss: 2.1310 03/09 17:34:52 - mmengine - INFO - Epoch(train) [167][2400/2503] lr: 2.2322e-01 eta: 12:44:13 time: 0.1217 data_time: 0.0041 loss: 2.1347 03/09 17:35:05 - mmengine - INFO - Epoch(train) [167][2500/2503] lr: 2.2315e-01 eta: 12:43:59 time: 0.1494 data_time: 0.0057 loss: 2.0791 03/09 17:35:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:35:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:35:06 - mmengine - INFO - Saving checkpoint at 167 epochs 03/09 17:35:33 - mmengine - INFO - Epoch(val) [167][98/98] accuracy/top1: 57.9740 accuracy/top5: 81.3980 03/09 17:35:48 - mmengine - INFO - Epoch(train) [168][ 100/2503] lr: 2.2309e-01 eta: 12:43:45 time: 0.1042 data_time: 0.0043 loss: 1.9678 03/09 17:36:02 - mmengine - INFO - Epoch(train) [168][ 200/2503] lr: 2.2302e-01 eta: 12:43:31 time: 0.1528 data_time: 0.0043 loss: 2.0211 03/09 17:36:16 - mmengine - INFO - Epoch(train) [168][ 300/2503] lr: 2.2295e-01 eta: 12:43:18 time: 0.1371 data_time: 0.0319 loss: 1.8298 03/09 17:36:29 - mmengine - INFO - Epoch(train) [168][ 400/2503] lr: 2.2288e-01 eta: 12:43:04 time: 0.1228 data_time: 0.0042 loss: 2.0632 03/09 17:36:43 - mmengine - INFO - Epoch(train) [168][ 500/2503] lr: 2.2282e-01 eta: 12:42:50 time: 0.1222 data_time: 0.0041 loss: 1.9376 03/09 17:36:57 - mmengine - INFO - Epoch(train) [168][ 600/2503] lr: 2.2275e-01 eta: 12:42:36 time: 0.1243 data_time: 0.0052 loss: 2.1017 03/09 17:37:10 - mmengine - INFO - Epoch(train) [168][ 700/2503] lr: 2.2268e-01 eta: 12:42:21 time: 0.1001 data_time: 0.0045 loss: 2.1215 03/09 17:37:24 - mmengine - INFO - Epoch(train) [168][ 800/2503] lr: 2.2262e-01 eta: 12:42:08 time: 0.1515 data_time: 0.0039 loss: 2.2574 03/09 17:37:38 - mmengine - INFO - Epoch(train) [168][ 900/2503] lr: 2.2255e-01 eta: 12:41:54 time: 0.1093 data_time: 0.0043 loss: 2.1398 03/09 17:37:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:37:52 - mmengine - INFO - Epoch(train) [168][1000/2503] lr: 2.2248e-01 eta: 12:41:40 time: 0.1150 data_time: 0.0041 loss: 2.0698 03/09 17:38:06 - mmengine - INFO - Epoch(train) [168][1100/2503] lr: 2.2242e-01 eta: 12:41:26 time: 0.1665 data_time: 0.0038 loss: 2.0383 03/09 17:38:20 - mmengine - INFO - Epoch(train) [168][1200/2503] lr: 2.2235e-01 eta: 12:41:12 time: 0.1285 data_time: 0.0046 loss: 2.1270 03/09 17:38:33 - mmengine - INFO - Epoch(train) [168][1300/2503] lr: 2.2228e-01 eta: 12:40:58 time: 0.1409 data_time: 0.0041 loss: 1.9032 03/09 17:38:47 - mmengine - INFO - Epoch(train) [168][1400/2503] lr: 2.2221e-01 eta: 12:40:44 time: 0.1143 data_time: 0.0040 loss: 1.9865 03/09 17:39:00 - mmengine - INFO - Epoch(train) [168][1500/2503] lr: 2.2215e-01 eta: 12:40:30 time: 0.1250 data_time: 0.0291 loss: 2.0641 03/09 17:39:14 - mmengine - INFO - Epoch(train) [168][1600/2503] lr: 2.2208e-01 eta: 12:40:16 time: 0.1447 data_time: 0.0040 loss: 1.9685 03/09 17:39:28 - mmengine - INFO - Epoch(train) [168][1700/2503] lr: 2.2201e-01 eta: 12:40:02 time: 0.1674 data_time: 0.0039 loss: 2.0410 03/09 17:39:42 - mmengine - INFO - Epoch(train) [168][1800/2503] lr: 2.2195e-01 eta: 12:39:48 time: 0.1049 data_time: 0.0043 loss: 2.2290 03/09 17:39:55 - mmengine - INFO - Epoch(train) [168][1900/2503] lr: 2.2188e-01 eta: 12:39:34 time: 0.1305 data_time: 0.0043 loss: 2.0436 03/09 17:40:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:40:09 - mmengine - INFO - Epoch(train) [168][2000/2503] lr: 2.2181e-01 eta: 12:39:20 time: 0.1534 data_time: 0.0037 loss: 2.0551 03/09 17:40:23 - mmengine - INFO - Epoch(train) [168][2100/2503] lr: 2.2175e-01 eta: 12:39:06 time: 0.1372 data_time: 0.0040 loss: 2.0190 03/09 17:40:36 - mmengine - INFO - Epoch(train) [168][2200/2503] lr: 2.2168e-01 eta: 12:38:52 time: 0.1020 data_time: 0.0048 loss: 2.1285 03/09 17:40:49 - mmengine - INFO - Epoch(train) [168][2300/2503] lr: 2.2161e-01 eta: 12:38:38 time: 0.1397 data_time: 0.0039 loss: 2.0476 03/09 17:41:03 - mmengine - INFO - Epoch(train) [168][2400/2503] lr: 2.2154e-01 eta: 12:38:24 time: 0.1184 data_time: 0.0038 loss: 2.1765 03/09 17:41:17 - mmengine - INFO - Epoch(train) [168][2500/2503] lr: 2.2148e-01 eta: 12:38:10 time: 0.1324 data_time: 0.0048 loss: 2.1252 03/09 17:41:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:41:17 - mmengine - INFO - Saving checkpoint at 168 epochs 03/09 17:41:43 - mmengine - INFO - Epoch(val) [168][98/98] accuracy/top1: 57.4640 accuracy/top5: 81.2140 03/09 17:41:58 - mmengine - INFO - Epoch(train) [169][ 100/2503] lr: 2.2141e-01 eta: 12:37:57 time: 0.1375 data_time: 0.0039 loss: 2.0792 03/09 17:42:12 - mmengine - INFO - Epoch(train) [169][ 200/2503] lr: 2.2134e-01 eta: 12:37:43 time: 0.1283 data_time: 0.0042 loss: 2.1056 03/09 17:42:25 - mmengine - INFO - Epoch(train) [169][ 300/2503] lr: 2.2127e-01 eta: 12:37:29 time: 0.1484 data_time: 0.0298 loss: 2.1756 03/09 17:42:39 - mmengine - INFO - Epoch(train) [169][ 400/2503] lr: 2.2121e-01 eta: 12:37:15 time: 0.1376 data_time: 0.0041 loss: 1.9984 03/09 17:42:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:42:52 - mmengine - INFO - Epoch(train) [169][ 500/2503] lr: 2.2114e-01 eta: 12:37:00 time: 0.1149 data_time: 0.0045 loss: 2.0409 03/09 17:43:06 - mmengine - INFO - Epoch(train) [169][ 600/2503] lr: 2.2107e-01 eta: 12:36:46 time: 0.1573 data_time: 0.0037 loss: 2.0601 03/09 17:43:20 - mmengine - INFO - Epoch(train) [169][ 700/2503] lr: 2.2101e-01 eta: 12:36:33 time: 0.1558 data_time: 0.0039 loss: 1.9149 03/09 17:43:34 - mmengine - INFO - Epoch(train) [169][ 800/2503] lr: 2.2094e-01 eta: 12:36:19 time: 0.1298 data_time: 0.0040 loss: 2.0322 03/09 17:43:48 - mmengine - INFO - Epoch(train) [169][ 900/2503] lr: 2.2087e-01 eta: 12:36:05 time: 0.1402 data_time: 0.0044 loss: 1.9834 03/09 17:44:02 - mmengine - INFO - Epoch(train) [169][1000/2503] lr: 2.2080e-01 eta: 12:35:52 time: 0.1533 data_time: 0.0041 loss: 2.0073 03/09 17:44:15 - mmengine - INFO - Epoch(train) [169][1100/2503] lr: 2.2074e-01 eta: 12:35:37 time: 0.1305 data_time: 0.0039 loss: 1.9686 03/09 17:44:29 - mmengine - INFO - Epoch(train) [169][1200/2503] lr: 2.2067e-01 eta: 12:35:23 time: 0.1252 data_time: 0.0041 loss: 1.9251 03/09 17:44:43 - mmengine - INFO - Epoch(train) [169][1300/2503] lr: 2.2060e-01 eta: 12:35:10 time: 0.1521 data_time: 0.0052 loss: 2.0718 03/09 17:44:57 - mmengine - INFO - Epoch(train) [169][1400/2503] lr: 2.2054e-01 eta: 12:34:56 time: 0.1182 data_time: 0.0040 loss: 2.1138 03/09 17:45:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:45:10 - mmengine - INFO - Epoch(train) [169][1500/2503] lr: 2.2047e-01 eta: 12:34:42 time: 0.1418 data_time: 0.0045 loss: 2.1301 03/09 17:45:24 - mmengine - INFO - Epoch(train) [169][1600/2503] lr: 2.2040e-01 eta: 12:34:28 time: 0.1157 data_time: 0.0044 loss: 1.9826 03/09 17:45:38 - mmengine - INFO - Epoch(train) [169][1700/2503] lr: 2.2034e-01 eta: 12:34:14 time: 0.1408 data_time: 0.0043 loss: 2.0896 03/09 17:45:51 - mmengine - INFO - Epoch(train) [169][1800/2503] lr: 2.2027e-01 eta: 12:34:00 time: 0.1559 data_time: 0.0037 loss: 2.1150 03/09 17:46:05 - mmengine - INFO - Epoch(train) [169][1900/2503] lr: 2.2020e-01 eta: 12:33:46 time: 0.1037 data_time: 0.0041 loss: 2.0190 03/09 17:46:19 - mmengine - INFO - Epoch(train) [169][2000/2503] lr: 2.2013e-01 eta: 12:33:32 time: 0.1396 data_time: 0.0044 loss: 2.1013 03/09 17:46:33 - mmengine - INFO - Epoch(train) [169][2100/2503] lr: 2.2007e-01 eta: 12:33:18 time: 0.1475 data_time: 0.0040 loss: 1.9741 03/09 17:46:46 - mmengine - INFO - Epoch(train) [169][2200/2503] lr: 2.2000e-01 eta: 12:33:04 time: 0.1435 data_time: 0.0076 loss: 2.0557 03/09 17:47:00 - mmengine - INFO - Epoch(train) [169][2300/2503] lr: 2.1993e-01 eta: 12:32:50 time: 0.1367 data_time: 0.0036 loss: 2.0827 03/09 17:47:14 - mmengine - INFO - Epoch(train) [169][2400/2503] lr: 2.1987e-01 eta: 12:32:36 time: 0.1249 data_time: 0.0042 loss: 2.1678 03/09 17:47:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:47:28 - mmengine - INFO - Epoch(train) [169][2500/2503] lr: 2.1980e-01 eta: 12:32:23 time: 0.1374 data_time: 0.0054 loss: 2.0660 03/09 17:47:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:47:28 - mmengine - INFO - Saving checkpoint at 169 epochs 03/09 17:47:54 - mmengine - INFO - Epoch(val) [169][98/98] accuracy/top1: 58.1760 accuracy/top5: 81.7660 03/09 17:48:09 - mmengine - INFO - Epoch(train) [170][ 100/2503] lr: 2.1973e-01 eta: 12:32:10 time: 0.1578 data_time: 0.0041 loss: 1.9622 03/09 17:48:23 - mmengine - INFO - Epoch(train) [170][ 200/2503] lr: 2.1966e-01 eta: 12:31:55 time: 0.1323 data_time: 0.0044 loss: 2.0851 03/09 17:48:37 - mmengine - INFO - Epoch(train) [170][ 300/2503] lr: 2.1960e-01 eta: 12:31:42 time: 0.1580 data_time: 0.0039 loss: 2.0659 03/09 17:48:50 - mmengine - INFO - Epoch(train) [170][ 400/2503] lr: 2.1953e-01 eta: 12:31:28 time: 0.1401 data_time: 0.0049 loss: 2.2146 03/09 17:49:05 - mmengine - INFO - Epoch(train) [170][ 500/2503] lr: 2.1946e-01 eta: 12:31:14 time: 0.1456 data_time: 0.0042 loss: 1.9556 03/09 17:49:19 - mmengine - INFO - Epoch(train) [170][ 600/2503] lr: 2.1939e-01 eta: 12:31:00 time: 0.1406 data_time: 0.0044 loss: 1.9977 03/09 17:49:32 - mmengine - INFO - Epoch(train) [170][ 700/2503] lr: 2.1933e-01 eta: 12:30:46 time: 0.1639 data_time: 0.0092 loss: 2.1080 03/09 17:49:46 - mmengine - INFO - Epoch(train) [170][ 800/2503] lr: 2.1926e-01 eta: 12:30:32 time: 0.1202 data_time: 0.0042 loss: 2.1951 03/09 17:50:00 - mmengine - INFO - Epoch(train) [170][ 900/2503] lr: 2.1919e-01 eta: 12:30:19 time: 0.1361 data_time: 0.0047 loss: 2.0009 03/09 17:50:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:50:14 - mmengine - INFO - Epoch(train) [170][1000/2503] lr: 2.1913e-01 eta: 12:30:05 time: 0.1368 data_time: 0.0044 loss: 2.0757 03/09 17:50:28 - mmengine - INFO - Epoch(train) [170][1100/2503] lr: 2.1906e-01 eta: 12:29:51 time: 0.1587 data_time: 0.0043 loss: 2.0474 03/09 17:50:42 - mmengine - INFO - Epoch(train) [170][1200/2503] lr: 2.1899e-01 eta: 12:29:37 time: 0.1495 data_time: 0.0044 loss: 2.0826 03/09 17:50:55 - mmengine - INFO - Epoch(train) [170][1300/2503] lr: 2.1893e-01 eta: 12:29:23 time: 0.1008 data_time: 0.0044 loss: 1.9314 03/09 17:51:09 - mmengine - INFO - Epoch(train) [170][1400/2503] lr: 2.1886e-01 eta: 12:29:09 time: 0.1016 data_time: 0.0038 loss: 1.9968 03/09 17:51:23 - mmengine - INFO - Epoch(train) [170][1500/2503] lr: 2.1879e-01 eta: 12:28:55 time: 0.1676 data_time: 0.0049 loss: 2.1126 03/09 17:51:36 - mmengine - INFO - Epoch(train) [170][1600/2503] lr: 2.1872e-01 eta: 12:28:41 time: 0.1355 data_time: 0.0041 loss: 2.1059 03/09 17:51:50 - mmengine - INFO - Epoch(train) [170][1700/2503] lr: 2.1866e-01 eta: 12:28:27 time: 0.1237 data_time: 0.0045 loss: 2.1101 03/09 17:52:04 - mmengine - INFO - Epoch(train) [170][1800/2503] lr: 2.1859e-01 eta: 12:28:13 time: 0.1234 data_time: 0.0039 loss: 2.1502 03/09 17:52:18 - mmengine - INFO - Epoch(train) [170][1900/2503] lr: 2.1852e-01 eta: 12:28:00 time: 0.1253 data_time: 0.0043 loss: 2.1040 03/09 17:52:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:52:31 - mmengine - INFO - Epoch(train) [170][2000/2503] lr: 2.1846e-01 eta: 12:27:46 time: 0.1497 data_time: 0.0044 loss: 2.2113 03/09 17:52:45 - mmengine - INFO - Epoch(train) [170][2100/2503] lr: 2.1839e-01 eta: 12:27:31 time: 0.1304 data_time: 0.0098 loss: 2.0195 03/09 17:52:59 - mmengine - INFO - Epoch(train) [170][2200/2503] lr: 2.1832e-01 eta: 12:27:18 time: 0.1567 data_time: 0.0044 loss: 2.0747 03/09 17:53:13 - mmengine - INFO - Epoch(train) [170][2300/2503] lr: 2.1826e-01 eta: 12:27:04 time: 0.1444 data_time: 0.0044 loss: 2.1361 03/09 17:53:26 - mmengine - INFO - Epoch(train) [170][2400/2503] lr: 2.1819e-01 eta: 12:26:50 time: 0.1155 data_time: 0.0044 loss: 1.9924 03/09 17:53:40 - mmengine - INFO - Epoch(train) [170][2500/2503] lr: 2.1812e-01 eta: 12:26:36 time: 0.1424 data_time: 0.0054 loss: 2.1196 03/09 17:53:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:53:41 - mmengine - INFO - Saving checkpoint at 170 epochs 03/09 17:54:06 - mmengine - INFO - Epoch(val) [170][98/98] accuracy/top1: 57.9020 accuracy/top5: 81.6180 03/09 17:54:22 - mmengine - INFO - Epoch(train) [171][ 100/2503] lr: 2.1805e-01 eta: 12:26:22 time: 0.1348 data_time: 0.0043 loss: 2.0307 03/09 17:54:36 - mmengine - INFO - Epoch(train) [171][ 200/2503] lr: 2.1799e-01 eta: 12:26:09 time: 0.1189 data_time: 0.0041 loss: 2.0131 03/09 17:54:49 - mmengine - INFO - Epoch(train) [171][ 300/2503] lr: 2.1792e-01 eta: 12:25:55 time: 0.1129 data_time: 0.0040 loss: 2.1031 03/09 17:55:03 - mmengine - INFO - Epoch(train) [171][ 400/2503] lr: 2.1785e-01 eta: 12:25:41 time: 0.1160 data_time: 0.0040 loss: 1.9995 03/09 17:55:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:55:17 - mmengine - INFO - Epoch(train) [171][ 500/2503] lr: 2.1778e-01 eta: 12:25:27 time: 0.1649 data_time: 0.0037 loss: 2.0454 03/09 17:55:31 - mmengine - INFO - Epoch(train) [171][ 600/2503] lr: 2.1772e-01 eta: 12:25:13 time: 0.1216 data_time: 0.0045 loss: 2.1076 03/09 17:55:44 - mmengine - INFO - Epoch(train) [171][ 700/2503] lr: 2.1765e-01 eta: 12:24:59 time: 0.1395 data_time: 0.0324 loss: 2.0831 03/09 17:55:58 - mmengine - INFO - Epoch(train) [171][ 800/2503] lr: 2.1758e-01 eta: 12:24:45 time: 0.1116 data_time: 0.0039 loss: 2.0650 03/09 17:56:12 - mmengine - INFO - Epoch(train) [171][ 900/2503] lr: 2.1752e-01 eta: 12:24:31 time: 0.1300 data_time: 0.0054 loss: 2.0927 03/09 17:56:26 - mmengine - INFO - Epoch(train) [171][1000/2503] lr: 2.1745e-01 eta: 12:24:17 time: 0.1737 data_time: 0.0047 loss: 2.0177 03/09 17:56:39 - mmengine - INFO - Epoch(train) [171][1100/2503] lr: 2.1738e-01 eta: 12:24:03 time: 0.1448 data_time: 0.0042 loss: 2.0358 03/09 17:56:53 - mmengine - INFO - Epoch(train) [171][1200/2503] lr: 2.1731e-01 eta: 12:23:49 time: 0.1289 data_time: 0.0091 loss: 2.1182 03/09 17:57:07 - mmengine - INFO - Epoch(train) [171][1300/2503] lr: 2.1725e-01 eta: 12:23:36 time: 0.1687 data_time: 0.0038 loss: 1.9145 03/09 17:57:20 - mmengine - INFO - Epoch(train) [171][1400/2503] lr: 2.1718e-01 eta: 12:23:21 time: 0.1154 data_time: 0.0040 loss: 2.1029 03/09 17:57:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:57:34 - mmengine - INFO - Epoch(train) [171][1500/2503] lr: 2.1711e-01 eta: 12:23:07 time: 0.1235 data_time: 0.0046 loss: 2.0003 03/09 17:57:48 - mmengine - INFO - Epoch(train) [171][1600/2503] lr: 2.1705e-01 eta: 12:22:53 time: 0.1356 data_time: 0.0046 loss: 1.9376 03/09 17:58:02 - mmengine - INFO - Epoch(train) [171][1700/2503] lr: 2.1698e-01 eta: 12:22:40 time: 0.1167 data_time: 0.0244 loss: 2.0168 03/09 17:58:16 - mmengine - INFO - Epoch(train) [171][1800/2503] lr: 2.1691e-01 eta: 12:22:26 time: 0.1669 data_time: 0.0055 loss: 1.9957 03/09 17:58:29 - mmengine - INFO - Epoch(train) [171][1900/2503] lr: 2.1685e-01 eta: 12:22:12 time: 0.1283 data_time: 0.0043 loss: 2.0152 03/09 17:58:43 - mmengine - INFO - Epoch(train) [171][2000/2503] lr: 2.1678e-01 eta: 12:21:58 time: 0.1540 data_time: 0.0469 loss: 2.1141 03/09 17:58:56 - mmengine - INFO - Epoch(train) [171][2100/2503] lr: 2.1671e-01 eta: 12:21:44 time: 0.1647 data_time: 0.0363 loss: 1.9833 03/09 17:59:10 - mmengine - INFO - Epoch(train) [171][2200/2503] lr: 2.1664e-01 eta: 12:21:30 time: 0.1520 data_time: 0.0040 loss: 2.1955 03/09 17:59:24 - mmengine - INFO - Epoch(train) [171][2300/2503] lr: 2.1658e-01 eta: 12:21:16 time: 0.1250 data_time: 0.0243 loss: 2.0322 03/09 17:59:37 - mmengine - INFO - Epoch(train) [171][2400/2503] lr: 2.1651e-01 eta: 12:21:02 time: 0.1395 data_time: 0.0044 loss: 1.9998 03/09 17:59:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:59:51 - mmengine - INFO - Epoch(train) [171][2500/2503] lr: 2.1644e-01 eta: 12:20:48 time: 0.1255 data_time: 0.0041 loss: 1.8582 03/09 17:59:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 17:59:52 - mmengine - INFO - Saving checkpoint at 171 epochs 03/09 18:00:18 - mmengine - INFO - Epoch(val) [171][98/98] accuracy/top1: 57.8740 accuracy/top5: 81.3140 03/09 18:00:33 - mmengine - INFO - Epoch(train) [172][ 100/2503] lr: 2.1637e-01 eta: 12:20:34 time: 0.1144 data_time: 0.0044 loss: 2.0474 03/09 18:00:47 - mmengine - INFO - Epoch(train) [172][ 200/2503] lr: 2.1631e-01 eta: 12:20:21 time: 0.1841 data_time: 0.0046 loss: 2.0189 03/09 18:01:01 - mmengine - INFO - Epoch(train) [172][ 300/2503] lr: 2.1624e-01 eta: 12:20:07 time: 0.1258 data_time: 0.0042 loss: 2.0763 03/09 18:01:15 - mmengine - INFO - Epoch(train) [172][ 400/2503] lr: 2.1617e-01 eta: 12:19:53 time: 0.1398 data_time: 0.0127 loss: 2.2158 03/09 18:01:29 - mmengine - INFO - Epoch(train) [172][ 500/2503] lr: 2.1611e-01 eta: 12:19:40 time: 0.1436 data_time: 0.0043 loss: 1.9706 03/09 18:01:43 - mmengine - INFO - Epoch(train) [172][ 600/2503] lr: 2.1604e-01 eta: 12:19:26 time: 0.1060 data_time: 0.0046 loss: 2.0820 03/09 18:01:56 - mmengine - INFO - Epoch(train) [172][ 700/2503] lr: 2.1597e-01 eta: 12:19:12 time: 0.1301 data_time: 0.0187 loss: 2.1444 03/09 18:02:10 - mmengine - INFO - Epoch(train) [172][ 800/2503] lr: 2.1591e-01 eta: 12:18:58 time: 0.1328 data_time: 0.0047 loss: 1.9941 03/09 18:02:24 - mmengine - INFO - Epoch(train) [172][ 900/2503] lr: 2.1584e-01 eta: 12:18:44 time: 0.1544 data_time: 0.0054 loss: 2.0029 03/09 18:02:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:02:38 - mmengine - INFO - Epoch(train) [172][1000/2503] lr: 2.1577e-01 eta: 12:18:30 time: 0.1227 data_time: 0.0045 loss: 1.9873 03/09 18:02:51 - mmengine - INFO - Epoch(train) [172][1100/2503] lr: 2.1570e-01 eta: 12:18:16 time: 0.1407 data_time: 0.0041 loss: 2.0727 03/09 18:03:05 - mmengine - INFO - Epoch(train) [172][1200/2503] lr: 2.1564e-01 eta: 12:18:02 time: 0.1419 data_time: 0.0040 loss: 2.1477 03/09 18:03:19 - mmengine - INFO - Epoch(train) [172][1300/2503] lr: 2.1557e-01 eta: 12:17:48 time: 0.2109 data_time: 0.0043 loss: 2.0462 03/09 18:03:32 - mmengine - INFO - Epoch(train) [172][1400/2503] lr: 2.1550e-01 eta: 12:17:34 time: 0.1204 data_time: 0.0038 loss: 1.9547 03/09 18:03:46 - mmengine - INFO - Epoch(train) [172][1500/2503] lr: 2.1544e-01 eta: 12:17:20 time: 0.1229 data_time: 0.0081 loss: 1.9219 03/09 18:04:00 - mmengine - INFO - Epoch(train) [172][1600/2503] lr: 2.1537e-01 eta: 12:17:06 time: 0.1109 data_time: 0.0043 loss: 1.9314 03/09 18:04:13 - mmengine - INFO - Epoch(train) [172][1700/2503] lr: 2.1530e-01 eta: 12:16:52 time: 0.1114 data_time: 0.0041 loss: 1.8294 03/09 18:04:27 - mmengine - INFO - Epoch(train) [172][1800/2503] lr: 2.1523e-01 eta: 12:16:38 time: 0.1155 data_time: 0.0123 loss: 2.0235 03/09 18:04:41 - mmengine - INFO - Epoch(train) [172][1900/2503] lr: 2.1517e-01 eta: 12:16:24 time: 0.1190 data_time: 0.0044 loss: 1.9637 03/09 18:04:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:04:54 - mmengine - INFO - Epoch(train) [172][2000/2503] lr: 2.1510e-01 eta: 12:16:10 time: 0.1328 data_time: 0.0043 loss: 2.0451 03/09 18:05:08 - mmengine - INFO - Epoch(train) [172][2100/2503] lr: 2.1503e-01 eta: 12:15:57 time: 0.1486 data_time: 0.0041 loss: 2.0853 03/09 18:05:22 - mmengine - INFO - Epoch(train) [172][2200/2503] lr: 2.1497e-01 eta: 12:15:43 time: 0.1634 data_time: 0.0046 loss: 2.0551 03/09 18:05:36 - mmengine - INFO - Epoch(train) [172][2300/2503] lr: 2.1490e-01 eta: 12:15:29 time: 0.0956 data_time: 0.0042 loss: 2.0821 03/09 18:05:50 - mmengine - INFO - Epoch(train) [172][2400/2503] lr: 2.1483e-01 eta: 12:15:15 time: 0.1538 data_time: 0.0042 loss: 2.1908 03/09 18:06:03 - mmengine - INFO - Epoch(train) [172][2500/2503] lr: 2.1477e-01 eta: 12:15:01 time: 0.1186 data_time: 0.0050 loss: 2.1594 03/09 18:06:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:06:04 - mmengine - INFO - Saving checkpoint at 172 epochs 03/09 18:06:30 - mmengine - INFO - Epoch(val) [172][98/98] accuracy/top1: 58.0960 accuracy/top5: 81.7000 03/09 18:06:46 - mmengine - INFO - Epoch(train) [173][ 100/2503] lr: 2.1470e-01 eta: 12:14:48 time: 0.1515 data_time: 0.0039 loss: 2.0138 03/09 18:06:59 - mmengine - INFO - Epoch(train) [173][ 200/2503] lr: 2.1463e-01 eta: 12:14:34 time: 0.1258 data_time: 0.0044 loss: 2.0924 03/09 18:07:13 - mmengine - INFO - Epoch(train) [173][ 300/2503] lr: 2.1456e-01 eta: 12:14:20 time: 0.1176 data_time: 0.0036 loss: 2.1874 03/09 18:07:27 - mmengine - INFO - Epoch(train) [173][ 400/2503] lr: 2.1450e-01 eta: 12:14:06 time: 0.1241 data_time: 0.0042 loss: 1.9820 03/09 18:07:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:07:41 - mmengine - INFO - Epoch(train) [173][ 500/2503] lr: 2.1443e-01 eta: 12:13:53 time: 0.1109 data_time: 0.0047 loss: 1.9666 03/09 18:07:55 - mmengine - INFO - Epoch(train) [173][ 600/2503] lr: 2.1436e-01 eta: 12:13:39 time: 0.1241 data_time: 0.0045 loss: 2.0978 03/09 18:08:09 - mmengine - INFO - Epoch(train) [173][ 700/2503] lr: 2.1429e-01 eta: 12:13:25 time: 0.1659 data_time: 0.0041 loss: 1.8738 03/09 18:08:23 - mmengine - INFO - Epoch(train) [173][ 800/2503] lr: 2.1423e-01 eta: 12:13:11 time: 0.1461 data_time: 0.0043 loss: 2.0949 03/09 18:08:36 - mmengine - INFO - Epoch(train) [173][ 900/2503] lr: 2.1416e-01 eta: 12:12:57 time: 0.1479 data_time: 0.0044 loss: 1.9801 03/09 18:08:50 - mmengine - INFO - Epoch(train) [173][1000/2503] lr: 2.1409e-01 eta: 12:12:43 time: 0.1245 data_time: 0.0038 loss: 2.0710 03/09 18:09:03 - mmengine - INFO - Epoch(train) [173][1100/2503] lr: 2.1403e-01 eta: 12:12:29 time: 0.1422 data_time: 0.0044 loss: 2.1052 03/09 18:09:17 - mmengine - INFO - Epoch(train) [173][1200/2503] lr: 2.1396e-01 eta: 12:12:15 time: 0.1178 data_time: 0.0040 loss: 2.0329 03/09 18:09:31 - mmengine - INFO - Epoch(train) [173][1300/2503] lr: 2.1389e-01 eta: 12:12:01 time: 0.1355 data_time: 0.0043 loss: 1.9015 03/09 18:09:45 - mmengine - INFO - Epoch(train) [173][1400/2503] lr: 2.1383e-01 eta: 12:11:47 time: 0.1332 data_time: 0.0041 loss: 2.0937 03/09 18:09:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:09:58 - mmengine - INFO - Epoch(train) [173][1500/2503] lr: 2.1376e-01 eta: 12:11:33 time: 0.1378 data_time: 0.0040 loss: 2.1226 03/09 18:10:12 - mmengine - INFO - Epoch(train) [173][1600/2503] lr: 2.1369e-01 eta: 12:11:19 time: 0.1489 data_time: 0.0040 loss: 2.0376 03/09 18:10:26 - mmengine - INFO - Epoch(train) [173][1700/2503] lr: 2.1362e-01 eta: 12:11:06 time: 0.1588 data_time: 0.0039 loss: 2.1053 03/09 18:10:39 - mmengine - INFO - Epoch(train) [173][1800/2503] lr: 2.1356e-01 eta: 12:10:51 time: 0.1169 data_time: 0.0042 loss: 2.1437 03/09 18:10:54 - mmengine - INFO - Epoch(train) [173][1900/2503] lr: 2.1349e-01 eta: 12:10:38 time: 0.1341 data_time: 0.0044 loss: 2.1331 03/09 18:11:07 - mmengine - INFO - Epoch(train) [173][2000/2503] lr: 2.1342e-01 eta: 12:10:24 time: 0.1339 data_time: 0.0044 loss: 1.9700 03/09 18:11:21 - mmengine - INFO - Epoch(train) [173][2100/2503] lr: 2.1336e-01 eta: 12:10:10 time: 0.1216 data_time: 0.0043 loss: 2.0740 03/09 18:11:35 - mmengine - INFO - Epoch(train) [173][2200/2503] lr: 2.1329e-01 eta: 12:09:56 time: 0.0988 data_time: 0.0042 loss: 1.9294 03/09 18:11:48 - mmengine - INFO - Epoch(train) [173][2300/2503] lr: 2.1322e-01 eta: 12:09:42 time: 0.1317 data_time: 0.0043 loss: 1.8914 03/09 18:12:02 - mmengine - INFO - Epoch(train) [173][2400/2503] lr: 2.1315e-01 eta: 12:09:28 time: 0.1411 data_time: 0.0039 loss: 2.1743 03/09 18:12:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:12:16 - mmengine - INFO - Epoch(train) [173][2500/2503] lr: 2.1309e-01 eta: 12:09:14 time: 0.1084 data_time: 0.0050 loss: 1.9856 03/09 18:12:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:12:16 - mmengine - INFO - Saving checkpoint at 173 epochs 03/09 18:12:42 - mmengine - INFO - Epoch(val) [173][98/98] accuracy/top1: 58.0480 accuracy/top5: 81.5680 03/09 18:12:58 - mmengine - INFO - Epoch(train) [174][ 100/2503] lr: 2.1302e-01 eta: 12:09:01 time: 0.1309 data_time: 0.0037 loss: 1.9191 03/09 18:13:12 - mmengine - INFO - Epoch(train) [174][ 200/2503] lr: 2.1295e-01 eta: 12:08:47 time: 0.1236 data_time: 0.0286 loss: 1.9325 03/09 18:13:26 - mmengine - INFO - Epoch(train) [174][ 300/2503] lr: 2.1288e-01 eta: 12:08:33 time: 0.1158 data_time: 0.0041 loss: 1.9009 03/09 18:13:39 - mmengine - INFO - Epoch(train) [174][ 400/2503] lr: 2.1282e-01 eta: 12:08:19 time: 0.1291 data_time: 0.0223 loss: 2.0475 03/09 18:13:53 - mmengine - INFO - Epoch(train) [174][ 500/2503] lr: 2.1275e-01 eta: 12:08:06 time: 0.1528 data_time: 0.0042 loss: 2.0298 03/09 18:14:07 - mmengine - INFO - Epoch(train) [174][ 600/2503] lr: 2.1268e-01 eta: 12:07:51 time: 0.1187 data_time: 0.0046 loss: 1.8784 03/09 18:14:20 - mmengine - INFO - Epoch(train) [174][ 700/2503] lr: 2.1262e-01 eta: 12:07:37 time: 0.1207 data_time: 0.0262 loss: 2.0553 03/09 18:14:34 - mmengine - INFO - Epoch(train) [174][ 800/2503] lr: 2.1255e-01 eta: 12:07:24 time: 0.1050 data_time: 0.0046 loss: 2.0584 03/09 18:14:48 - mmengine - INFO - Epoch(train) [174][ 900/2503] lr: 2.1248e-01 eta: 12:07:10 time: 0.1361 data_time: 0.0045 loss: 2.1016 03/09 18:14:59 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:15:01 - mmengine - INFO - Epoch(train) [174][1000/2503] lr: 2.1242e-01 eta: 12:06:56 time: 0.1423 data_time: 0.0050 loss: 2.1977 03/09 18:15:15 - mmengine - INFO - Epoch(train) [174][1100/2503] lr: 2.1235e-01 eta: 12:06:42 time: 0.1687 data_time: 0.0047 loss: 2.0093 03/09 18:15:29 - mmengine - INFO - Epoch(train) [174][1200/2503] lr: 2.1228e-01 eta: 12:06:28 time: 0.1170 data_time: 0.0081 loss: 2.2471 03/09 18:15:42 - mmengine - INFO - Epoch(train) [174][1300/2503] lr: 2.1221e-01 eta: 12:06:14 time: 0.1313 data_time: 0.0046 loss: 2.1793 03/09 18:15:57 - mmengine - INFO - Epoch(train) [174][1400/2503] lr: 2.1215e-01 eta: 12:06:00 time: 0.1328 data_time: 0.0042 loss: 1.9461 03/09 18:16:10 - mmengine - INFO - Epoch(train) [174][1500/2503] lr: 2.1208e-01 eta: 12:05:46 time: 0.1479 data_time: 0.0048 loss: 1.9972 03/09 18:16:23 - mmengine - INFO - Epoch(train) [174][1600/2503] lr: 2.1201e-01 eta: 12:05:32 time: 0.1340 data_time: 0.0046 loss: 1.9947 03/09 18:16:37 - mmengine - INFO - Epoch(train) [174][1700/2503] lr: 2.1195e-01 eta: 12:05:18 time: 0.1299 data_time: 0.0041 loss: 2.1337 03/09 18:16:50 - mmengine - INFO - Epoch(train) [174][1800/2503] lr: 2.1188e-01 eta: 12:05:04 time: 0.1109 data_time: 0.0039 loss: 1.9919 03/09 18:17:04 - mmengine - INFO - Epoch(train) [174][1900/2503] lr: 2.1181e-01 eta: 12:04:50 time: 0.1614 data_time: 0.0038 loss: 2.0239 03/09 18:17:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:17:18 - mmengine - INFO - Epoch(train) [174][2000/2503] lr: 2.1175e-01 eta: 12:04:36 time: 0.1394 data_time: 0.0039 loss: 2.0976 03/09 18:17:32 - mmengine - INFO - Epoch(train) [174][2100/2503] lr: 2.1168e-01 eta: 12:04:22 time: 0.1448 data_time: 0.0041 loss: 2.1342 03/09 18:17:45 - mmengine - INFO - Epoch(train) [174][2200/2503] lr: 2.1161e-01 eta: 12:04:08 time: 0.1153 data_time: 0.0044 loss: 2.0026 03/09 18:17:59 - mmengine - INFO - Epoch(train) [174][2300/2503] lr: 2.1154e-01 eta: 12:03:54 time: 0.1443 data_time: 0.0044 loss: 2.0543 03/09 18:18:13 - mmengine - INFO - Epoch(train) [174][2400/2503] lr: 2.1148e-01 eta: 12:03:40 time: 0.1299 data_time: 0.0042 loss: 2.1729 03/09 18:18:26 - mmengine - INFO - Epoch(train) [174][2500/2503] lr: 2.1141e-01 eta: 12:03:26 time: 0.1162 data_time: 0.0071 loss: 2.0447 03/09 18:18:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:18:27 - mmengine - INFO - Saving checkpoint at 174 epochs 03/09 18:18:52 - mmengine - INFO - Epoch(val) [174][98/98] accuracy/top1: 58.0560 accuracy/top5: 81.4460 03/09 18:19:08 - mmengine - INFO - Epoch(train) [175][ 100/2503] lr: 2.1134e-01 eta: 12:03:13 time: 0.1298 data_time: 0.0046 loss: 1.9625 03/09 18:19:22 - mmengine - INFO - Epoch(train) [175][ 200/2503] lr: 2.1127e-01 eta: 12:02:59 time: 0.1575 data_time: 0.0042 loss: 1.8439 03/09 18:19:36 - mmengine - INFO - Epoch(train) [175][ 300/2503] lr: 2.1121e-01 eta: 12:02:45 time: 0.1562 data_time: 0.0041 loss: 1.9920 03/09 18:19:49 - mmengine - INFO - Epoch(train) [175][ 400/2503] lr: 2.1114e-01 eta: 12:02:31 time: 0.1444 data_time: 0.0043 loss: 2.0997 03/09 18:20:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:20:03 - mmengine - INFO - Epoch(train) [175][ 500/2503] lr: 2.1107e-01 eta: 12:02:17 time: 0.1542 data_time: 0.0041 loss: 2.0195 03/09 18:20:17 - mmengine - INFO - Epoch(train) [175][ 600/2503] lr: 2.1101e-01 eta: 12:02:04 time: 0.1488 data_time: 0.0039 loss: 2.0619 03/09 18:20:31 - mmengine - INFO - Epoch(train) [175][ 700/2503] lr: 2.1094e-01 eta: 12:01:50 time: 0.1147 data_time: 0.0044 loss: 2.1170 03/09 18:20:45 - mmengine - INFO - Epoch(train) [175][ 800/2503] lr: 2.1087e-01 eta: 12:01:36 time: 0.1217 data_time: 0.0038 loss: 2.1547 03/09 18:20:59 - mmengine - INFO - Epoch(train) [175][ 900/2503] lr: 2.1080e-01 eta: 12:01:22 time: 0.1293 data_time: 0.0039 loss: 1.9647 03/09 18:21:13 - mmengine - INFO - Epoch(train) [175][1000/2503] lr: 2.1074e-01 eta: 12:01:09 time: 0.1378 data_time: 0.0039 loss: 2.1173 03/09 18:21:26 - mmengine - INFO - Epoch(train) [175][1100/2503] lr: 2.1067e-01 eta: 12:00:54 time: 0.1226 data_time: 0.0040 loss: 1.9750 03/09 18:21:40 - mmengine - INFO - Epoch(train) [175][1200/2503] lr: 2.1060e-01 eta: 12:00:40 time: 0.1698 data_time: 0.0039 loss: 1.9426 03/09 18:21:54 - mmengine - INFO - Epoch(train) [175][1300/2503] lr: 2.1054e-01 eta: 12:00:27 time: 0.1458 data_time: 0.0038 loss: 2.1239 03/09 18:22:07 - mmengine - INFO - Epoch(train) [175][1400/2503] lr: 2.1047e-01 eta: 12:00:13 time: 0.0985 data_time: 0.0043 loss: 1.9922 03/09 18:22:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:22:21 - mmengine - INFO - Epoch(train) [175][1500/2503] lr: 2.1040e-01 eta: 11:59:59 time: 0.1198 data_time: 0.0039 loss: 1.9727 03/09 18:22:35 - mmengine - INFO - Epoch(train) [175][1600/2503] lr: 2.1034e-01 eta: 11:59:45 time: 0.1304 data_time: 0.0042 loss: 1.9799 03/09 18:22:49 - mmengine - INFO - Epoch(train) [175][1700/2503] lr: 2.1027e-01 eta: 11:59:31 time: 0.1316 data_time: 0.0040 loss: 2.1096 03/09 18:23:02 - mmengine - INFO - Epoch(train) [175][1800/2503] lr: 2.1020e-01 eta: 11:59:17 time: 0.1398 data_time: 0.0039 loss: 2.0559 03/09 18:23:17 - mmengine - INFO - Epoch(train) [175][1900/2503] lr: 2.1013e-01 eta: 11:59:03 time: 0.1006 data_time: 0.0044 loss: 2.0324 03/09 18:23:30 - mmengine - INFO - Epoch(train) [175][2000/2503] lr: 2.1007e-01 eta: 11:58:50 time: 0.1297 data_time: 0.0043 loss: 2.1451 03/09 18:23:44 - mmengine - INFO - Epoch(train) [175][2100/2503] lr: 2.1000e-01 eta: 11:58:36 time: 0.1347 data_time: 0.0047 loss: 2.2307 03/09 18:23:58 - mmengine - INFO - Epoch(train) [175][2200/2503] lr: 2.0993e-01 eta: 11:58:22 time: 0.1219 data_time: 0.0042 loss: 2.1378 03/09 18:24:12 - mmengine - INFO - Epoch(train) [175][2300/2503] lr: 2.0987e-01 eta: 11:58:08 time: 0.1686 data_time: 0.0041 loss: 2.0710 03/09 18:24:25 - mmengine - INFO - Epoch(train) [175][2400/2503] lr: 2.0980e-01 eta: 11:57:54 time: 0.1344 data_time: 0.0042 loss: 1.9359 03/09 18:24:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:24:39 - mmengine - INFO - Epoch(train) [175][2500/2503] lr: 2.0973e-01 eta: 11:57:40 time: 0.1381 data_time: 0.0054 loss: 2.0942 03/09 18:24:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:24:40 - mmengine - INFO - Saving checkpoint at 175 epochs 03/09 18:25:05 - mmengine - INFO - Epoch(val) [175][98/98] accuracy/top1: 57.8760 accuracy/top5: 81.5680 03/09 18:25:21 - mmengine - INFO - Epoch(train) [176][ 100/2503] lr: 2.0966e-01 eta: 11:57:27 time: 0.1181 data_time: 0.0045 loss: 2.1100 03/09 18:25:34 - mmengine - INFO - Epoch(train) [176][ 200/2503] lr: 2.0960e-01 eta: 11:57:13 time: 0.1180 data_time: 0.0041 loss: 1.9718 03/09 18:25:48 - mmengine - INFO - Epoch(train) [176][ 300/2503] lr: 2.0953e-01 eta: 11:56:59 time: 0.1494 data_time: 0.0044 loss: 2.1087 03/09 18:26:02 - mmengine - INFO - Epoch(train) [176][ 400/2503] lr: 2.0946e-01 eta: 11:56:45 time: 0.1318 data_time: 0.0053 loss: 2.2053 03/09 18:26:15 - mmengine - INFO - Epoch(train) [176][ 500/2503] lr: 2.0939e-01 eta: 11:56:31 time: 0.1212 data_time: 0.0045 loss: 1.9449 03/09 18:26:29 - mmengine - INFO - Epoch(train) [176][ 600/2503] lr: 2.0933e-01 eta: 11:56:17 time: 0.1444 data_time: 0.0042 loss: 2.0203 03/09 18:26:43 - mmengine - INFO - Epoch(train) [176][ 700/2503] lr: 2.0926e-01 eta: 11:56:03 time: 0.1423 data_time: 0.0041 loss: 2.0083 03/09 18:26:57 - mmengine - INFO - Epoch(train) [176][ 800/2503] lr: 2.0919e-01 eta: 11:55:49 time: 0.1231 data_time: 0.0046 loss: 2.0352 03/09 18:27:11 - mmengine - INFO - Epoch(train) [176][ 900/2503] lr: 2.0913e-01 eta: 11:55:35 time: 0.1352 data_time: 0.0252 loss: 2.0743 03/09 18:27:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:27:25 - mmengine - INFO - Epoch(train) [176][1000/2503] lr: 2.0906e-01 eta: 11:55:22 time: 0.1343 data_time: 0.0040 loss: 2.0474 03/09 18:27:38 - mmengine - INFO - Epoch(train) [176][1100/2503] lr: 2.0899e-01 eta: 11:55:08 time: 0.1616 data_time: 0.0044 loss: 1.7975 03/09 18:27:52 - mmengine - INFO - Epoch(train) [176][1200/2503] lr: 2.0893e-01 eta: 11:54:54 time: 0.1545 data_time: 0.0440 loss: 2.2119 03/09 18:28:06 - mmengine - INFO - Epoch(train) [176][1300/2503] lr: 2.0886e-01 eta: 11:54:40 time: 0.1428 data_time: 0.0270 loss: 2.0689 03/09 18:28:20 - mmengine - INFO - Epoch(train) [176][1400/2503] lr: 2.0879e-01 eta: 11:54:26 time: 0.1373 data_time: 0.0040 loss: 2.1636 03/09 18:28:34 - mmengine - INFO - Epoch(train) [176][1500/2503] lr: 2.0872e-01 eta: 11:54:12 time: 0.1067 data_time: 0.0043 loss: 1.9885 03/09 18:28:48 - mmengine - INFO - Epoch(train) [176][1600/2503] lr: 2.0866e-01 eta: 11:53:59 time: 0.1699 data_time: 0.0050 loss: 1.9600 03/09 18:29:01 - mmengine - INFO - Epoch(train) [176][1700/2503] lr: 2.0859e-01 eta: 11:53:45 time: 0.1335 data_time: 0.0155 loss: 2.0447 03/09 18:29:15 - mmengine - INFO - Epoch(train) [176][1800/2503] lr: 2.0852e-01 eta: 11:53:31 time: 0.1083 data_time: 0.0049 loss: 1.9318 03/09 18:29:29 - mmengine - INFO - Epoch(train) [176][1900/2503] lr: 2.0846e-01 eta: 11:53:17 time: 0.1214 data_time: 0.0267 loss: 2.0248 03/09 18:29:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:29:42 - mmengine - INFO - Epoch(train) [176][2000/2503] lr: 2.0839e-01 eta: 11:53:03 time: 0.1172 data_time: 0.0045 loss: 1.9695 03/09 18:29:56 - mmengine - INFO - Epoch(train) [176][2100/2503] lr: 2.0832e-01 eta: 11:52:49 time: 0.1522 data_time: 0.0050 loss: 2.0810 03/09 18:30:10 - mmengine - INFO - Epoch(train) [176][2200/2503] lr: 2.0826e-01 eta: 11:52:35 time: 0.1642 data_time: 0.0047 loss: 1.8679 03/09 18:30:24 - mmengine - INFO - Epoch(train) [176][2300/2503] lr: 2.0819e-01 eta: 11:52:21 time: 0.1517 data_time: 0.0039 loss: 1.9913 03/09 18:30:37 - mmengine - INFO - Epoch(train) [176][2400/2503] lr: 2.0812e-01 eta: 11:52:07 time: 0.1143 data_time: 0.0041 loss: 2.1325 03/09 18:30:51 - mmengine - INFO - Epoch(train) [176][2500/2503] lr: 2.0805e-01 eta: 11:51:53 time: 0.1085 data_time: 0.0052 loss: 2.0657 03/09 18:30:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:30:51 - mmengine - INFO - Saving checkpoint at 176 epochs 03/09 18:31:19 - mmengine - INFO - Epoch(val) [176][98/98] accuracy/top1: 58.4560 accuracy/top5: 81.9840 03/09 18:31:34 - mmengine - INFO - Epoch(train) [177][ 100/2503] lr: 2.0799e-01 eta: 11:51:39 time: 0.1316 data_time: 0.0044 loss: 2.0418 03/09 18:31:48 - mmengine - INFO - Epoch(train) [177][ 200/2503] lr: 2.0792e-01 eta: 11:51:25 time: 0.1368 data_time: 0.0039 loss: 2.0497 03/09 18:32:01 - mmengine - INFO - Epoch(train) [177][ 300/2503] lr: 2.0785e-01 eta: 11:51:12 time: 0.1306 data_time: 0.0044 loss: 2.1142 03/09 18:32:15 - mmengine - INFO - Epoch(train) [177][ 400/2503] lr: 2.0778e-01 eta: 11:50:57 time: 0.1123 data_time: 0.0046 loss: 2.1141 03/09 18:32:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:32:28 - mmengine - INFO - Epoch(train) [177][ 500/2503] lr: 2.0772e-01 eta: 11:50:43 time: 0.1089 data_time: 0.0048 loss: 1.8617 03/09 18:32:42 - mmengine - INFO - Epoch(train) [177][ 600/2503] lr: 2.0765e-01 eta: 11:50:29 time: 0.1201 data_time: 0.0051 loss: 2.0114 03/09 18:32:56 - mmengine - INFO - Epoch(train) [177][ 700/2503] lr: 2.0758e-01 eta: 11:50:15 time: 0.1231 data_time: 0.0099 loss: 1.9062 03/09 18:33:09 - mmengine - INFO - Epoch(train) [177][ 800/2503] lr: 2.0752e-01 eta: 11:50:01 time: 0.1300 data_time: 0.0048 loss: 2.0024 03/09 18:33:23 - mmengine - INFO - Epoch(train) [177][ 900/2503] lr: 2.0745e-01 eta: 11:49:47 time: 0.1561 data_time: 0.0589 loss: 1.8171 03/09 18:33:37 - mmengine - INFO - Epoch(train) [177][1000/2503] lr: 2.0738e-01 eta: 11:49:34 time: 0.1280 data_time: 0.0040 loss: 1.9469 03/09 18:33:50 - mmengine - INFO - Epoch(train) [177][1100/2503] lr: 2.0731e-01 eta: 11:49:20 time: 0.1020 data_time: 0.0044 loss: 2.1598 03/09 18:34:04 - mmengine - INFO - Epoch(train) [177][1200/2503] lr: 2.0725e-01 eta: 11:49:06 time: 0.1669 data_time: 0.0226 loss: 1.9429 03/09 18:34:18 - mmengine - INFO - Epoch(train) [177][1300/2503] lr: 2.0718e-01 eta: 11:48:51 time: 0.1361 data_time: 0.0038 loss: 2.0145 03/09 18:34:31 - mmengine - INFO - Epoch(train) [177][1400/2503] lr: 2.0711e-01 eta: 11:48:38 time: 0.1014 data_time: 0.0043 loss: 2.0092 03/09 18:34:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:34:45 - mmengine - INFO - Epoch(train) [177][1500/2503] lr: 2.0705e-01 eta: 11:48:24 time: 0.1346 data_time: 0.0066 loss: 2.1168 03/09 18:34:59 - mmengine - INFO - Epoch(train) [177][1600/2503] lr: 2.0698e-01 eta: 11:48:10 time: 0.1413 data_time: 0.0455 loss: 1.9766 03/09 18:35:13 - mmengine - INFO - Epoch(train) [177][1700/2503] lr: 2.0691e-01 eta: 11:47:56 time: 0.1371 data_time: 0.0038 loss: 1.9092 03/09 18:35:27 - mmengine - INFO - Epoch(train) [177][1800/2503] lr: 2.0685e-01 eta: 11:47:42 time: 0.1518 data_time: 0.0040 loss: 2.1592 03/09 18:35:41 - mmengine - INFO - Epoch(train) [177][1900/2503] lr: 2.0678e-01 eta: 11:47:28 time: 0.1299 data_time: 0.0044 loss: 2.0731 03/09 18:35:54 - mmengine - INFO - Epoch(train) [177][2000/2503] lr: 2.0671e-01 eta: 11:47:14 time: 0.1091 data_time: 0.0041 loss: 1.8486 03/09 18:36:08 - mmengine - INFO - Epoch(train) [177][2100/2503] lr: 2.0664e-01 eta: 11:47:00 time: 0.1587 data_time: 0.0047 loss: 2.1141 03/09 18:36:21 - mmengine - INFO - Epoch(train) [177][2200/2503] lr: 2.0658e-01 eta: 11:46:46 time: 0.1289 data_time: 0.0047 loss: 2.0490 03/09 18:36:35 - mmengine - INFO - Epoch(train) [177][2300/2503] lr: 2.0651e-01 eta: 11:46:32 time: 0.1426 data_time: 0.0042 loss: 2.0835 03/09 18:36:48 - mmengine - INFO - Epoch(train) [177][2400/2503] lr: 2.0644e-01 eta: 11:46:18 time: 0.1299 data_time: 0.0112 loss: 2.1378 03/09 18:36:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:37:02 - mmengine - INFO - Epoch(train) [177][2500/2503] lr: 2.0638e-01 eta: 11:46:04 time: 0.1031 data_time: 0.0055 loss: 2.3212 03/09 18:37:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:37:02 - mmengine - INFO - Saving checkpoint at 177 epochs 03/09 18:37:29 - mmengine - INFO - Epoch(val) [177][98/98] accuracy/top1: 58.3900 accuracy/top5: 81.6600 03/09 18:37:44 - mmengine - INFO - Epoch(train) [178][ 100/2503] lr: 2.0631e-01 eta: 11:45:51 time: 0.1219 data_time: 0.0043 loss: 2.0656 03/09 18:37:58 - mmengine - INFO - Epoch(train) [178][ 200/2503] lr: 2.0624e-01 eta: 11:45:37 time: 0.1226 data_time: 0.0044 loss: 1.9352 03/09 18:38:12 - mmengine - INFO - Epoch(train) [178][ 300/2503] lr: 2.0617e-01 eta: 11:45:23 time: 0.1652 data_time: 0.0043 loss: 2.0465 03/09 18:38:26 - mmengine - INFO - Epoch(train) [178][ 400/2503] lr: 2.0611e-01 eta: 11:45:09 time: 0.1539 data_time: 0.0042 loss: 1.9438 03/09 18:38:39 - mmengine - INFO - Epoch(train) [178][ 500/2503] lr: 2.0604e-01 eta: 11:44:55 time: 0.1042 data_time: 0.0042 loss: 1.7551 03/09 18:38:53 - mmengine - INFO - Epoch(train) [178][ 600/2503] lr: 2.0597e-01 eta: 11:44:42 time: 0.1413 data_time: 0.0046 loss: 1.8952 03/09 18:39:07 - mmengine - INFO - Epoch(train) [178][ 700/2503] lr: 2.0591e-01 eta: 11:44:28 time: 0.1575 data_time: 0.0039 loss: 1.9877 03/09 18:39:21 - mmengine - INFO - Epoch(train) [178][ 800/2503] lr: 2.0584e-01 eta: 11:44:14 time: 0.1607 data_time: 0.0047 loss: 2.0599 03/09 18:39:34 - mmengine - INFO - Epoch(train) [178][ 900/2503] lr: 2.0577e-01 eta: 11:44:00 time: 0.1479 data_time: 0.0042 loss: 2.1148 03/09 18:39:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:39:48 - mmengine - INFO - Epoch(train) [178][1000/2503] lr: 2.0570e-01 eta: 11:43:46 time: 0.1107 data_time: 0.0041 loss: 1.9005 03/09 18:40:02 - mmengine - INFO - Epoch(train) [178][1100/2503] lr: 2.0564e-01 eta: 11:43:32 time: 0.1317 data_time: 0.0082 loss: 1.9488 03/09 18:40:15 - mmengine - INFO - Epoch(train) [178][1200/2503] lr: 2.0557e-01 eta: 11:43:18 time: 0.1416 data_time: 0.0046 loss: 2.0334 03/09 18:40:29 - mmengine - INFO - Epoch(train) [178][1300/2503] lr: 2.0550e-01 eta: 11:43:04 time: 0.1342 data_time: 0.0040 loss: 1.8839 03/09 18:40:42 - mmengine - INFO - Epoch(train) [178][1400/2503] lr: 2.0544e-01 eta: 11:42:50 time: 0.1041 data_time: 0.0044 loss: 1.9996 03/09 18:40:57 - mmengine - INFO - Epoch(train) [178][1500/2503] lr: 2.0537e-01 eta: 11:42:36 time: 0.1740 data_time: 0.0225 loss: 1.9696 03/09 18:41:10 - mmengine - INFO - Epoch(train) [178][1600/2503] lr: 2.0530e-01 eta: 11:42:22 time: 0.1409 data_time: 0.0043 loss: 2.0626 03/09 18:41:24 - mmengine - INFO - Epoch(train) [178][1700/2503] lr: 2.0523e-01 eta: 11:42:08 time: 0.1490 data_time: 0.0045 loss: 2.0395 03/09 18:41:37 - mmengine - INFO - Epoch(train) [178][1800/2503] lr: 2.0517e-01 eta: 11:41:54 time: 0.1030 data_time: 0.0046 loss: 2.1008 03/09 18:41:52 - mmengine - INFO - Epoch(train) [178][1900/2503] lr: 2.0510e-01 eta: 11:41:41 time: 0.1434 data_time: 0.0046 loss: 1.9295 03/09 18:42:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:42:05 - mmengine - INFO - Epoch(train) [178][2000/2503] lr: 2.0503e-01 eta: 11:41:26 time: 0.1528 data_time: 0.0039 loss: 2.0657 03/09 18:42:19 - mmengine - INFO - Epoch(train) [178][2100/2503] lr: 2.0497e-01 eta: 11:41:12 time: 0.1482 data_time: 0.0591 loss: 2.1557 03/09 18:42:32 - mmengine - INFO - Epoch(train) [178][2200/2503] lr: 2.0490e-01 eta: 11:40:58 time: 0.1602 data_time: 0.0039 loss: 1.8954 03/09 18:42:46 - mmengine - INFO - Epoch(train) [178][2300/2503] lr: 2.0483e-01 eta: 11:40:44 time: 0.1538 data_time: 0.0041 loss: 2.0233 03/09 18:42:59 - mmengine - INFO - Epoch(train) [178][2400/2503] lr: 2.0477e-01 eta: 11:40:30 time: 0.1410 data_time: 0.0042 loss: 2.0727 03/09 18:43:13 - mmengine - INFO - Epoch(train) [178][2500/2503] lr: 2.0470e-01 eta: 11:40:16 time: 0.1147 data_time: 0.0058 loss: 2.0758 03/09 18:43:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:43:14 - mmengine - INFO - Saving checkpoint at 178 epochs 03/09 18:43:40 - mmengine - INFO - Epoch(val) [178][98/98] accuracy/top1: 58.4720 accuracy/top5: 81.8160 03/09 18:43:55 - mmengine - INFO - Epoch(train) [179][ 100/2503] lr: 2.0463e-01 eta: 11:40:03 time: 0.1487 data_time: 0.0042 loss: 1.8526 03/09 18:44:08 - mmengine - INFO - Epoch(train) [179][ 200/2503] lr: 2.0456e-01 eta: 11:39:49 time: 0.1197 data_time: 0.0038 loss: 1.9014 03/09 18:44:23 - mmengine - INFO - Epoch(train) [179][ 300/2503] lr: 2.0450e-01 eta: 11:39:35 time: 0.1642 data_time: 0.0038 loss: 1.9826 03/09 18:44:36 - mmengine - INFO - Epoch(train) [179][ 400/2503] lr: 2.0443e-01 eta: 11:39:21 time: 0.1330 data_time: 0.0038 loss: 2.1003 03/09 18:44:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:44:50 - mmengine - INFO - Epoch(train) [179][ 500/2503] lr: 2.0436e-01 eta: 11:39:07 time: 0.1282 data_time: 0.0041 loss: 1.9497 03/09 18:45:03 - mmengine - INFO - Epoch(train) [179][ 600/2503] lr: 2.0429e-01 eta: 11:38:53 time: 0.1607 data_time: 0.0049 loss: 1.9846 03/09 18:45:17 - mmengine - INFO - Epoch(train) [179][ 700/2503] lr: 2.0423e-01 eta: 11:38:39 time: 0.1455 data_time: 0.0042 loss: 1.9894 03/09 18:45:31 - mmengine - INFO - Epoch(train) [179][ 800/2503] lr: 2.0416e-01 eta: 11:38:26 time: 0.1553 data_time: 0.0043 loss: 2.0555 03/09 18:45:44 - mmengine - INFO - Epoch(train) [179][ 900/2503] lr: 2.0409e-01 eta: 11:38:12 time: 0.1444 data_time: 0.0048 loss: 2.0745 03/09 18:45:58 - mmengine - INFO - Epoch(train) [179][1000/2503] lr: 2.0403e-01 eta: 11:37:57 time: 0.1029 data_time: 0.0042 loss: 2.0108 03/09 18:46:12 - mmengine - INFO - Epoch(train) [179][1100/2503] lr: 2.0396e-01 eta: 11:37:44 time: 0.1385 data_time: 0.0046 loss: 2.0216 03/09 18:46:25 - mmengine - INFO - Epoch(train) [179][1200/2503] lr: 2.0389e-01 eta: 11:37:30 time: 0.1546 data_time: 0.0352 loss: 1.9790 03/09 18:46:39 - mmengine - INFO - Epoch(train) [179][1300/2503] lr: 2.0383e-01 eta: 11:37:16 time: 0.0983 data_time: 0.0052 loss: 2.1364 03/09 18:46:53 - mmengine - INFO - Epoch(train) [179][1400/2503] lr: 2.0376e-01 eta: 11:37:02 time: 0.1388 data_time: 0.0045 loss: 2.0131 03/09 18:47:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:47:07 - mmengine - INFO - Epoch(train) [179][1500/2503] lr: 2.0369e-01 eta: 11:36:48 time: 0.1065 data_time: 0.0039 loss: 2.0511 03/09 18:47:20 - mmengine - INFO - Epoch(train) [179][1600/2503] lr: 2.0362e-01 eta: 11:36:34 time: 0.1176 data_time: 0.0046 loss: 2.0823 03/09 18:47:35 - mmengine - INFO - Epoch(train) [179][1700/2503] lr: 2.0356e-01 eta: 11:36:21 time: 0.1814 data_time: 0.0047 loss: 1.9107 03/09 18:47:48 - mmengine - INFO - Epoch(train) [179][1800/2503] lr: 2.0349e-01 eta: 11:36:07 time: 0.1333 data_time: 0.0043 loss: 1.9138 03/09 18:48:02 - mmengine - INFO - Epoch(train) [179][1900/2503] lr: 2.0342e-01 eta: 11:35:53 time: 0.1361 data_time: 0.0041 loss: 1.9590 03/09 18:48:16 - mmengine - INFO - Epoch(train) [179][2000/2503] lr: 2.0336e-01 eta: 11:35:39 time: 0.1503 data_time: 0.0044 loss: 2.0289 03/09 18:48:30 - mmengine - INFO - Epoch(train) [179][2100/2503] lr: 2.0329e-01 eta: 11:35:25 time: 0.1601 data_time: 0.0039 loss: 1.9919 03/09 18:48:43 - mmengine - INFO - Epoch(train) [179][2200/2503] lr: 2.0322e-01 eta: 11:35:11 time: 0.1377 data_time: 0.0044 loss: 2.0476 03/09 18:48:57 - mmengine - INFO - Epoch(train) [179][2300/2503] lr: 2.0315e-01 eta: 11:34:57 time: 0.1062 data_time: 0.0040 loss: 2.0572 03/09 18:49:11 - mmengine - INFO - Epoch(train) [179][2400/2503] lr: 2.0309e-01 eta: 11:34:43 time: 0.1378 data_time: 0.0042 loss: 2.1672 03/09 18:49:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:49:24 - mmengine - INFO - Epoch(train) [179][2500/2503] lr: 2.0302e-01 eta: 11:34:29 time: 0.1148 data_time: 0.0047 loss: 2.0533 03/09 18:49:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:49:24 - mmengine - INFO - Saving checkpoint at 179 epochs 03/09 18:49:51 - mmengine - INFO - Epoch(val) [179][98/98] accuracy/top1: 58.6300 accuracy/top5: 81.9500 03/09 18:50:06 - mmengine - INFO - Epoch(train) [180][ 100/2503] lr: 2.0295e-01 eta: 11:34:15 time: 0.1292 data_time: 0.0043 loss: 1.9895 03/09 18:50:20 - mmengine - INFO - Epoch(train) [180][ 200/2503] lr: 2.0288e-01 eta: 11:34:01 time: 0.1481 data_time: 0.0043 loss: 1.8546 03/09 18:50:34 - mmengine - INFO - Epoch(train) [180][ 300/2503] lr: 2.0282e-01 eta: 11:33:48 time: 0.1544 data_time: 0.0045 loss: 2.0844 03/09 18:50:48 - mmengine - INFO - Epoch(train) [180][ 400/2503] lr: 2.0275e-01 eta: 11:33:34 time: 0.1446 data_time: 0.0041 loss: 1.9104 03/09 18:51:02 - mmengine - INFO - Epoch(train) [180][ 500/2503] lr: 2.0268e-01 eta: 11:33:20 time: 0.1341 data_time: 0.0038 loss: 2.0376 03/09 18:51:16 - mmengine - INFO - Epoch(train) [180][ 600/2503] lr: 2.0262e-01 eta: 11:33:06 time: 0.1385 data_time: 0.0041 loss: 2.0995 03/09 18:51:30 - mmengine - INFO - Epoch(train) [180][ 700/2503] lr: 2.0255e-01 eta: 11:32:53 time: 0.1505 data_time: 0.0046 loss: 1.9793 03/09 18:51:44 - mmengine - INFO - Epoch(train) [180][ 800/2503] lr: 2.0248e-01 eta: 11:32:39 time: 0.1968 data_time: 0.0039 loss: 2.0177 03/09 18:51:57 - mmengine - INFO - Epoch(train) [180][ 900/2503] lr: 2.0242e-01 eta: 11:32:25 time: 0.1345 data_time: 0.0043 loss: 1.7724 03/09 18:52:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:52:10 - mmengine - INFO - Epoch(train) [180][1000/2503] lr: 2.0235e-01 eta: 11:32:10 time: 0.1519 data_time: 0.0045 loss: 1.9659 03/09 18:52:24 - mmengine - INFO - Epoch(train) [180][1100/2503] lr: 2.0228e-01 eta: 11:31:57 time: 0.1614 data_time: 0.0045 loss: 1.8570 03/09 18:52:37 - mmengine - INFO - Epoch(train) [180][1200/2503] lr: 2.0221e-01 eta: 11:31:42 time: 0.1338 data_time: 0.0075 loss: 1.8748 03/09 18:52:51 - mmengine - INFO - Epoch(train) [180][1300/2503] lr: 2.0215e-01 eta: 11:31:28 time: 0.1054 data_time: 0.0044 loss: 1.9897 03/09 18:53:05 - mmengine - INFO - Epoch(train) [180][1400/2503] lr: 2.0208e-01 eta: 11:31:15 time: 0.1420 data_time: 0.0039 loss: 2.0492 03/09 18:53:19 - mmengine - INFO - Epoch(train) [180][1500/2503] lr: 2.0201e-01 eta: 11:31:01 time: 0.0987 data_time: 0.0043 loss: 1.9692 03/09 18:53:32 - mmengine - INFO - Epoch(train) [180][1600/2503] lr: 2.0195e-01 eta: 11:30:47 time: 0.1577 data_time: 0.0044 loss: 1.9313 03/09 18:53:45 - mmengine - INFO - Epoch(train) [180][1700/2503] lr: 2.0188e-01 eta: 11:30:32 time: 0.1041 data_time: 0.0049 loss: 2.0562 03/09 18:53:59 - mmengine - INFO - Epoch(train) [180][1800/2503] lr: 2.0181e-01 eta: 11:30:19 time: 0.1475 data_time: 0.0041 loss: 2.0225 03/09 18:54:13 - mmengine - INFO - Epoch(train) [180][1900/2503] lr: 2.0175e-01 eta: 11:30:05 time: 0.1580 data_time: 0.0041 loss: 2.1205 03/09 18:54:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:54:27 - mmengine - INFO - Epoch(train) [180][2000/2503] lr: 2.0168e-01 eta: 11:29:51 time: 0.1327 data_time: 0.0148 loss: 2.0963 03/09 18:54:41 - mmengine - INFO - Epoch(train) [180][2100/2503] lr: 2.0161e-01 eta: 11:29:37 time: 0.1373 data_time: 0.0043 loss: 2.0604 03/09 18:54:55 - mmengine - INFO - Epoch(train) [180][2200/2503] lr: 2.0154e-01 eta: 11:29:23 time: 0.1399 data_time: 0.0045 loss: 2.0273 03/09 18:55:08 - mmengine - INFO - Epoch(train) [180][2300/2503] lr: 2.0148e-01 eta: 11:29:09 time: 0.1095 data_time: 0.0045 loss: 2.1368 03/09 18:55:22 - mmengine - INFO - Epoch(train) [180][2400/2503] lr: 2.0141e-01 eta: 11:28:55 time: 0.1092 data_time: 0.0044 loss: 1.9767 03/09 18:55:36 - mmengine - INFO - Epoch(train) [180][2500/2503] lr: 2.0134e-01 eta: 11:28:41 time: 0.1071 data_time: 0.0055 loss: 2.1803 03/09 18:55:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:55:36 - mmengine - INFO - Saving checkpoint at 180 epochs 03/09 18:56:03 - mmengine - INFO - Epoch(val) [180][98/98] accuracy/top1: 57.3180 accuracy/top5: 80.8900 03/09 18:56:18 - mmengine - INFO - Epoch(train) [181][ 100/2503] lr: 2.0127e-01 eta: 11:28:28 time: 0.1477 data_time: 0.0041 loss: 1.9886 03/09 18:56:32 - mmengine - INFO - Epoch(train) [181][ 200/2503] lr: 2.0121e-01 eta: 11:28:14 time: 0.1343 data_time: 0.0042 loss: 2.0159 03/09 18:56:46 - mmengine - INFO - Epoch(train) [181][ 300/2503] lr: 2.0114e-01 eta: 11:28:00 time: 0.1207 data_time: 0.0039 loss: 1.9746 03/09 18:57:00 - mmengine - INFO - Epoch(train) [181][ 400/2503] lr: 2.0107e-01 eta: 11:27:47 time: 0.1739 data_time: 0.0039 loss: 2.2163 03/09 18:57:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:57:13 - mmengine - INFO - Epoch(train) [181][ 500/2503] lr: 2.0101e-01 eta: 11:27:33 time: 0.1331 data_time: 0.0041 loss: 2.0574 03/09 18:57:27 - mmengine - INFO - Epoch(train) [181][ 600/2503] lr: 2.0094e-01 eta: 11:27:19 time: 0.1234 data_time: 0.0045 loss: 2.0154 03/09 18:57:41 - mmengine - INFO - Epoch(train) [181][ 700/2503] lr: 2.0087e-01 eta: 11:27:05 time: 0.1464 data_time: 0.0046 loss: 2.1112 03/09 18:57:54 - mmengine - INFO - Epoch(train) [181][ 800/2503] lr: 2.0080e-01 eta: 11:26:51 time: 0.1008 data_time: 0.0041 loss: 2.1430 03/09 18:58:08 - mmengine - INFO - Epoch(train) [181][ 900/2503] lr: 2.0074e-01 eta: 11:26:37 time: 0.1059 data_time: 0.0048 loss: 2.0898 03/09 18:58:22 - mmengine - INFO - Epoch(train) [181][1000/2503] lr: 2.0067e-01 eta: 11:26:23 time: 0.1486 data_time: 0.0215 loss: 2.0345 03/09 18:58:36 - mmengine - INFO - Epoch(train) [181][1100/2503] lr: 2.0060e-01 eta: 11:26:09 time: 0.1379 data_time: 0.0040 loss: 1.9648 03/09 18:58:49 - mmengine - INFO - Epoch(train) [181][1200/2503] lr: 2.0054e-01 eta: 11:25:55 time: 0.1442 data_time: 0.0041 loss: 1.9608 03/09 18:59:04 - mmengine - INFO - Epoch(train) [181][1300/2503] lr: 2.0047e-01 eta: 11:25:42 time: 0.1742 data_time: 0.0040 loss: 2.0839 03/09 18:59:18 - mmengine - INFO - Epoch(train) [181][1400/2503] lr: 2.0040e-01 eta: 11:25:28 time: 0.1304 data_time: 0.0038 loss: 2.0356 03/09 18:59:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 18:59:31 - mmengine - INFO - Epoch(train) [181][1500/2503] lr: 2.0034e-01 eta: 11:25:14 time: 0.1538 data_time: 0.0042 loss: 2.1227 03/09 18:59:45 - mmengine - INFO - Epoch(train) [181][1600/2503] lr: 2.0027e-01 eta: 11:25:00 time: 0.1272 data_time: 0.0046 loss: 2.1946 03/09 18:59:59 - mmengine - INFO - Epoch(train) [181][1700/2503] lr: 2.0020e-01 eta: 11:24:47 time: 0.1532 data_time: 0.0041 loss: 2.0528 03/09 19:00:13 - mmengine - INFO - Epoch(train) [181][1800/2503] lr: 2.0013e-01 eta: 11:24:33 time: 0.1142 data_time: 0.0048 loss: 2.0258 03/09 19:00:27 - mmengine - INFO - Epoch(train) [181][1900/2503] lr: 2.0007e-01 eta: 11:24:19 time: 0.1532 data_time: 0.0041 loss: 2.1374 03/09 19:00:41 - mmengine - INFO - Epoch(train) [181][2000/2503] lr: 2.0000e-01 eta: 11:24:05 time: 0.1521 data_time: 0.0050 loss: 2.0799 03/09 19:00:55 - mmengine - INFO - Epoch(train) [181][2100/2503] lr: 1.9993e-01 eta: 11:23:51 time: 0.1299 data_time: 0.0042 loss: 2.1908 03/09 19:01:08 - mmengine - INFO - Epoch(train) [181][2200/2503] lr: 1.9987e-01 eta: 11:23:37 time: 0.1168 data_time: 0.0040 loss: 1.8913 03/09 19:01:22 - mmengine - INFO - Epoch(train) [181][2300/2503] lr: 1.9980e-01 eta: 11:23:24 time: 0.1416 data_time: 0.0063 loss: 2.0957 03/09 19:01:36 - mmengine - INFO - Epoch(train) [181][2400/2503] lr: 1.9973e-01 eta: 11:23:10 time: 0.1224 data_time: 0.0043 loss: 2.0856 03/09 19:01:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:01:49 - mmengine - INFO - Epoch(train) [181][2500/2503] lr: 1.9967e-01 eta: 11:22:55 time: 0.1166 data_time: 0.0050 loss: 2.0446 03/09 19:01:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:01:50 - mmengine - INFO - Saving checkpoint at 181 epochs 03/09 19:02:17 - mmengine - INFO - Epoch(val) [181][98/98] accuracy/top1: 58.0880 accuracy/top5: 81.7600 03/09 19:02:32 - mmengine - INFO - Epoch(train) [182][ 100/2503] lr: 1.9960e-01 eta: 11:22:42 time: 0.1030 data_time: 0.0045 loss: 1.9865 03/09 19:02:46 - mmengine - INFO - Epoch(train) [182][ 200/2503] lr: 1.9953e-01 eta: 11:22:28 time: 0.1437 data_time: 0.0046 loss: 1.9360 03/09 19:02:59 - mmengine - INFO - Epoch(train) [182][ 300/2503] lr: 1.9946e-01 eta: 11:22:14 time: 0.1395 data_time: 0.0147 loss: 1.8865 03/09 19:03:13 - mmengine - INFO - Epoch(train) [182][ 400/2503] lr: 1.9939e-01 eta: 11:22:00 time: 0.1360 data_time: 0.0045 loss: 2.0768 03/09 19:03:27 - mmengine - INFO - Epoch(train) [182][ 500/2503] lr: 1.9933e-01 eta: 11:21:46 time: 0.1329 data_time: 0.0040 loss: 2.0708 03/09 19:03:41 - mmengine - INFO - Epoch(train) [182][ 600/2503] lr: 1.9926e-01 eta: 11:21:33 time: 0.1188 data_time: 0.0044 loss: 2.1021 03/09 19:03:54 - mmengine - INFO - Epoch(train) [182][ 700/2503] lr: 1.9919e-01 eta: 11:21:18 time: 0.1355 data_time: 0.0050 loss: 2.1660 03/09 19:04:08 - mmengine - INFO - Epoch(train) [182][ 800/2503] lr: 1.9913e-01 eta: 11:21:04 time: 0.1287 data_time: 0.0045 loss: 2.0411 03/09 19:04:21 - mmengine - INFO - Epoch(train) [182][ 900/2503] lr: 1.9906e-01 eta: 11:20:50 time: 0.1462 data_time: 0.0042 loss: 1.9793 03/09 19:04:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:04:36 - mmengine - INFO - Epoch(train) [182][1000/2503] lr: 1.9899e-01 eta: 11:20:37 time: 0.1389 data_time: 0.0043 loss: 1.9791 03/09 19:04:49 - mmengine - INFO - Epoch(train) [182][1100/2503] lr: 1.9893e-01 eta: 11:20:23 time: 0.1440 data_time: 0.0047 loss: 1.8884 03/09 19:05:03 - mmengine - INFO - Epoch(train) [182][1200/2503] lr: 1.9886e-01 eta: 11:20:09 time: 0.1639 data_time: 0.0046 loss: 2.0061 03/09 19:05:17 - mmengine - INFO - Epoch(train) [182][1300/2503] lr: 1.9879e-01 eta: 11:19:55 time: 0.1208 data_time: 0.0047 loss: 1.9027 03/09 19:05:31 - mmengine - INFO - Epoch(train) [182][1400/2503] lr: 1.9872e-01 eta: 11:19:41 time: 0.1434 data_time: 0.0044 loss: 2.0545 03/09 19:05:44 - mmengine - INFO - Epoch(train) [182][1500/2503] lr: 1.9866e-01 eta: 11:19:27 time: 0.1209 data_time: 0.0052 loss: 1.9615 03/09 19:05:58 - mmengine - INFO - Epoch(train) [182][1600/2503] lr: 1.9859e-01 eta: 11:19:13 time: 0.1198 data_time: 0.0041 loss: 2.0528 03/09 19:06:12 - mmengine - INFO - Epoch(train) [182][1700/2503] lr: 1.9852e-01 eta: 11:19:00 time: 0.1334 data_time: 0.0048 loss: 1.9543 03/09 19:06:25 - mmengine - INFO - Epoch(train) [182][1800/2503] lr: 1.9846e-01 eta: 11:18:45 time: 0.1141 data_time: 0.0043 loss: 1.8715 03/09 19:06:40 - mmengine - INFO - Epoch(train) [182][1900/2503] lr: 1.9839e-01 eta: 11:18:32 time: 0.1390 data_time: 0.0040 loss: 1.9052 03/09 19:06:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:06:53 - mmengine - INFO - Epoch(train) [182][2000/2503] lr: 1.9832e-01 eta: 11:18:18 time: 0.1359 data_time: 0.0039 loss: 2.1394 03/09 19:07:07 - mmengine - INFO - Epoch(train) [182][2100/2503] lr: 1.9826e-01 eta: 11:18:04 time: 0.1196 data_time: 0.0042 loss: 1.9573 03/09 19:07:21 - mmengine - INFO - Epoch(train) [182][2200/2503] lr: 1.9819e-01 eta: 11:17:50 time: 0.1428 data_time: 0.0044 loss: 2.0297 03/09 19:07:35 - mmengine - INFO - Epoch(train) [182][2300/2503] lr: 1.9812e-01 eta: 11:17:37 time: 0.1482 data_time: 0.0042 loss: 2.0669 03/09 19:07:49 - mmengine - INFO - Epoch(train) [182][2400/2503] lr: 1.9805e-01 eta: 11:17:23 time: 0.1038 data_time: 0.0047 loss: 2.1649 03/09 19:08:02 - mmengine - INFO - Epoch(train) [182][2500/2503] lr: 1.9799e-01 eta: 11:17:09 time: 0.1201 data_time: 0.0060 loss: 1.9415 03/09 19:08:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:08:02 - mmengine - INFO - Saving checkpoint at 182 epochs 03/09 19:08:30 - mmengine - INFO - Epoch(val) [182][98/98] accuracy/top1: 58.5820 accuracy/top5: 82.0720 03/09 19:08:45 - mmengine - INFO - Epoch(train) [183][ 100/2503] lr: 1.9792e-01 eta: 11:16:55 time: 0.1440 data_time: 0.0042 loss: 1.9410 03/09 19:08:59 - mmengine - INFO - Epoch(train) [183][ 200/2503] lr: 1.9785e-01 eta: 11:16:41 time: 0.1267 data_time: 0.0045 loss: 1.9426 03/09 19:09:13 - mmengine - INFO - Epoch(train) [183][ 300/2503] lr: 1.9778e-01 eta: 11:16:28 time: 0.1720 data_time: 0.0047 loss: 1.8040 03/09 19:09:26 - mmengine - INFO - Epoch(train) [183][ 400/2503] lr: 1.9772e-01 eta: 11:16:14 time: 0.1354 data_time: 0.0258 loss: 1.9904 03/09 19:09:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:09:40 - mmengine - INFO - Epoch(train) [183][ 500/2503] lr: 1.9765e-01 eta: 11:16:00 time: 0.1461 data_time: 0.0045 loss: 2.0675 03/09 19:09:54 - mmengine - INFO - Epoch(train) [183][ 600/2503] lr: 1.9758e-01 eta: 11:15:46 time: 0.1429 data_time: 0.0048 loss: 1.9691 03/09 19:10:08 - mmengine - INFO - Epoch(train) [183][ 700/2503] lr: 1.9752e-01 eta: 11:15:32 time: 0.1538 data_time: 0.0056 loss: 2.1112 03/09 19:10:21 - mmengine - INFO - Epoch(train) [183][ 800/2503] lr: 1.9745e-01 eta: 11:15:18 time: 0.1554 data_time: 0.0043 loss: 1.8919 03/09 19:10:35 - mmengine - INFO - Epoch(train) [183][ 900/2503] lr: 1.9738e-01 eta: 11:15:04 time: 0.1319 data_time: 0.0045 loss: 2.0110 03/09 19:10:49 - mmengine - INFO - Epoch(train) [183][1000/2503] lr: 1.9731e-01 eta: 11:14:50 time: 0.1576 data_time: 0.0044 loss: 1.8504 03/09 19:11:03 - mmengine - INFO - Epoch(train) [183][1100/2503] lr: 1.9725e-01 eta: 11:14:36 time: 0.1715 data_time: 0.0041 loss: 1.9091 03/09 19:11:16 - mmengine - INFO - Epoch(train) [183][1200/2503] lr: 1.9718e-01 eta: 11:14:23 time: 0.1510 data_time: 0.0041 loss: 1.9562 03/09 19:11:30 - mmengine - INFO - Epoch(train) [183][1300/2503] lr: 1.9711e-01 eta: 11:14:09 time: 0.1499 data_time: 0.0051 loss: 2.0275 03/09 19:11:44 - mmengine - INFO - Epoch(train) [183][1400/2503] lr: 1.9705e-01 eta: 11:13:55 time: 0.1365 data_time: 0.0044 loss: 1.9797 03/09 19:11:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:11:58 - mmengine - INFO - Epoch(train) [183][1500/2503] lr: 1.9698e-01 eta: 11:13:41 time: 0.1189 data_time: 0.0038 loss: 1.9973 03/09 19:12:11 - mmengine - INFO - Epoch(train) [183][1600/2503] lr: 1.9691e-01 eta: 11:13:27 time: 0.1208 data_time: 0.0040 loss: 2.1287 03/09 19:12:26 - mmengine - INFO - Epoch(train) [183][1700/2503] lr: 1.9685e-01 eta: 11:13:13 time: 0.1409 data_time: 0.0046 loss: 1.9792 03/09 19:12:40 - mmengine - INFO - Epoch(train) [183][1800/2503] lr: 1.9678e-01 eta: 11:13:00 time: 0.1510 data_time: 0.0042 loss: 1.8986 03/09 19:12:53 - mmengine - INFO - Epoch(train) [183][1900/2503] lr: 1.9671e-01 eta: 11:12:46 time: 0.1368 data_time: 0.0041 loss: 2.3278 03/09 19:13:07 - mmengine - INFO - Epoch(train) [183][2000/2503] lr: 1.9664e-01 eta: 11:12:32 time: 0.1087 data_time: 0.0094 loss: 2.0818 03/09 19:13:20 - mmengine - INFO - Epoch(train) [183][2100/2503] lr: 1.9658e-01 eta: 11:12:18 time: 0.1119 data_time: 0.0046 loss: 1.9314 03/09 19:13:34 - mmengine - INFO - Epoch(train) [183][2200/2503] lr: 1.9651e-01 eta: 11:12:04 time: 0.1404 data_time: 0.0072 loss: 1.8090 03/09 19:13:48 - mmengine - INFO - Epoch(train) [183][2300/2503] lr: 1.9644e-01 eta: 11:11:50 time: 0.1583 data_time: 0.0042 loss: 1.9711 03/09 19:14:02 - mmengine - INFO - Epoch(train) [183][2400/2503] lr: 1.9638e-01 eta: 11:11:36 time: 0.1241 data_time: 0.0045 loss: 1.8035 03/09 19:14:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:14:15 - mmengine - INFO - Epoch(train) [183][2500/2503] lr: 1.9631e-01 eta: 11:11:22 time: 0.1214 data_time: 0.0053 loss: 2.0013 03/09 19:14:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:14:16 - mmengine - INFO - Saving checkpoint at 183 epochs 03/09 19:14:41 - mmengine - INFO - Epoch(val) [183][98/98] accuracy/top1: 58.4800 accuracy/top5: 81.7600 03/09 19:14:56 - mmengine - INFO - Epoch(train) [184][ 100/2503] lr: 1.9624e-01 eta: 11:11:09 time: 0.1156 data_time: 0.0041 loss: 1.9950 03/09 19:15:10 - mmengine - INFO - Epoch(train) [184][ 200/2503] lr: 1.9617e-01 eta: 11:10:55 time: 0.1496 data_time: 0.0043 loss: 1.9461 03/09 19:15:24 - mmengine - INFO - Epoch(train) [184][ 300/2503] lr: 1.9611e-01 eta: 11:10:41 time: 0.1534 data_time: 0.0041 loss: 1.9343 03/09 19:15:38 - mmengine - INFO - Epoch(train) [184][ 400/2503] lr: 1.9604e-01 eta: 11:10:27 time: 0.1386 data_time: 0.0041 loss: 2.0289 03/09 19:15:51 - mmengine - INFO - Epoch(train) [184][ 500/2503] lr: 1.9597e-01 eta: 11:10:13 time: 0.1204 data_time: 0.0043 loss: 2.0862 03/09 19:16:05 - mmengine - INFO - Epoch(train) [184][ 600/2503] lr: 1.9591e-01 eta: 11:09:59 time: 0.0962 data_time: 0.0043 loss: 1.9128 03/09 19:16:19 - mmengine - INFO - Epoch(train) [184][ 700/2503] lr: 1.9584e-01 eta: 11:09:46 time: 0.1144 data_time: 0.0046 loss: 2.0628 03/09 19:16:33 - mmengine - INFO - Epoch(train) [184][ 800/2503] lr: 1.9577e-01 eta: 11:09:32 time: 0.1640 data_time: 0.0045 loss: 1.9540 03/09 19:16:47 - mmengine - INFO - Epoch(train) [184][ 900/2503] lr: 1.9570e-01 eta: 11:09:18 time: 0.1340 data_time: 0.0042 loss: 2.1433 03/09 19:16:54 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:17:01 - mmengine - INFO - Epoch(train) [184][1000/2503] lr: 1.9564e-01 eta: 11:09:04 time: 0.1736 data_time: 0.0044 loss: 1.9368 03/09 19:17:14 - mmengine - INFO - Epoch(train) [184][1100/2503] lr: 1.9557e-01 eta: 11:08:50 time: 0.0998 data_time: 0.0043 loss: 1.9894 03/09 19:17:29 - mmengine - INFO - Epoch(train) [184][1200/2503] lr: 1.9550e-01 eta: 11:08:37 time: 0.1447 data_time: 0.0038 loss: 2.0921 03/09 19:17:42 - mmengine - INFO - Epoch(train) [184][1300/2503] lr: 1.9544e-01 eta: 11:08:23 time: 0.1305 data_time: 0.0240 loss: 1.9890 03/09 19:17:56 - mmengine - INFO - Epoch(train) [184][1400/2503] lr: 1.9537e-01 eta: 11:08:09 time: 0.1056 data_time: 0.0042 loss: 2.0508 03/09 19:18:10 - mmengine - INFO - Epoch(train) [184][1500/2503] lr: 1.9530e-01 eta: 11:07:55 time: 0.1251 data_time: 0.0044 loss: 2.0442 03/09 19:18:23 - mmengine - INFO - Epoch(train) [184][1600/2503] lr: 1.9523e-01 eta: 11:07:41 time: 0.1014 data_time: 0.0046 loss: 1.8086 03/09 19:18:37 - mmengine - INFO - Epoch(train) [184][1700/2503] lr: 1.9517e-01 eta: 11:07:27 time: 0.1533 data_time: 0.0040 loss: 1.9779 03/09 19:18:51 - mmengine - INFO - Epoch(train) [184][1800/2503] lr: 1.9510e-01 eta: 11:07:13 time: 0.1167 data_time: 0.0039 loss: 2.0998 03/09 19:19:05 - mmengine - INFO - Epoch(train) [184][1900/2503] lr: 1.9503e-01 eta: 11:07:00 time: 0.1224 data_time: 0.0040 loss: 1.9736 03/09 19:19:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:19:19 - mmengine - INFO - Epoch(train) [184][2000/2503] lr: 1.9497e-01 eta: 11:06:46 time: 0.1476 data_time: 0.0042 loss: 1.9376 03/09 19:19:33 - mmengine - INFO - Epoch(train) [184][2100/2503] lr: 1.9490e-01 eta: 11:06:32 time: 0.1650 data_time: 0.0046 loss: 2.0798 03/09 19:19:46 - mmengine - INFO - Epoch(train) [184][2200/2503] lr: 1.9483e-01 eta: 11:06:18 time: 0.1333 data_time: 0.0039 loss: 1.9519 03/09 19:20:00 - mmengine - INFO - Epoch(train) [184][2300/2503] lr: 1.9477e-01 eta: 11:06:04 time: 0.1150 data_time: 0.0175 loss: 2.0625 03/09 19:20:13 - mmengine - INFO - Epoch(train) [184][2400/2503] lr: 1.9470e-01 eta: 11:05:50 time: 0.1222 data_time: 0.0044 loss: 1.9829 03/09 19:20:28 - mmengine - INFO - Epoch(train) [184][2500/2503] lr: 1.9463e-01 eta: 11:05:36 time: 0.0971 data_time: 0.0050 loss: 2.0219 03/09 19:20:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:20:28 - mmengine - INFO - Saving checkpoint at 184 epochs 03/09 19:20:56 - mmengine - INFO - Epoch(val) [184][98/98] accuracy/top1: 58.8780 accuracy/top5: 82.0780 03/09 19:21:11 - mmengine - INFO - Epoch(train) [185][ 100/2503] lr: 1.9456e-01 eta: 11:05:23 time: 0.1468 data_time: 0.0046 loss: 2.0023 03/09 19:21:24 - mmengine - INFO - Epoch(train) [185][ 200/2503] lr: 1.9450e-01 eta: 11:05:09 time: 0.1410 data_time: 0.0058 loss: 1.9824 03/09 19:21:38 - mmengine - INFO - Epoch(train) [185][ 300/2503] lr: 1.9443e-01 eta: 11:04:55 time: 0.1121 data_time: 0.0044 loss: 1.9803 03/09 19:21:52 - mmengine - INFO - Epoch(train) [185][ 400/2503] lr: 1.9436e-01 eta: 11:04:41 time: 0.1033 data_time: 0.0044 loss: 1.9369 03/09 19:21:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:22:06 - mmengine - INFO - Epoch(train) [185][ 500/2503] lr: 1.9429e-01 eta: 11:04:27 time: 0.1370 data_time: 0.0039 loss: 1.9670 03/09 19:22:19 - mmengine - INFO - Epoch(train) [185][ 600/2503] lr: 1.9423e-01 eta: 11:04:13 time: 0.1119 data_time: 0.0041 loss: 1.9830 03/09 19:22:34 - mmengine - INFO - Epoch(train) [185][ 700/2503] lr: 1.9416e-01 eta: 11:04:00 time: 0.1362 data_time: 0.0044 loss: 1.9735 03/09 19:22:47 - mmengine - INFO - Epoch(train) [185][ 800/2503] lr: 1.9409e-01 eta: 11:03:46 time: 0.1591 data_time: 0.0045 loss: 1.8850 03/09 19:23:00 - mmengine - INFO - Epoch(train) [185][ 900/2503] lr: 1.9403e-01 eta: 11:03:32 time: 0.1038 data_time: 0.0050 loss: 1.8950 03/09 19:23:14 - mmengine - INFO - Epoch(train) [185][1000/2503] lr: 1.9396e-01 eta: 11:03:18 time: 0.1331 data_time: 0.0040 loss: 2.0725 03/09 19:23:28 - mmengine - INFO - Epoch(train) [185][1100/2503] lr: 1.9389e-01 eta: 11:03:04 time: 0.1202 data_time: 0.0046 loss: 1.8930 03/09 19:23:42 - mmengine - INFO - Epoch(train) [185][1200/2503] lr: 1.9383e-01 eta: 11:02:50 time: 0.1261 data_time: 0.0043 loss: 2.1113 03/09 19:23:55 - mmengine - INFO - Epoch(train) [185][1300/2503] lr: 1.9376e-01 eta: 11:02:36 time: 0.1208 data_time: 0.0051 loss: 1.9893 03/09 19:24:09 - mmengine - INFO - Epoch(train) [185][1400/2503] lr: 1.9369e-01 eta: 11:02:22 time: 0.1567 data_time: 0.0041 loss: 2.0853 03/09 19:24:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:24:22 - mmengine - INFO - Epoch(train) [185][1500/2503] lr: 1.9362e-01 eta: 11:02:08 time: 0.1129 data_time: 0.0041 loss: 1.9875 03/09 19:24:36 - mmengine - INFO - Epoch(train) [185][1600/2503] lr: 1.9356e-01 eta: 11:01:54 time: 0.1381 data_time: 0.0042 loss: 2.0574 03/09 19:24:49 - mmengine - INFO - Epoch(train) [185][1700/2503] lr: 1.9349e-01 eta: 11:01:40 time: 0.1267 data_time: 0.0041 loss: 1.9325 03/09 19:25:03 - mmengine - INFO - Epoch(train) [185][1800/2503] lr: 1.9342e-01 eta: 11:01:26 time: 0.1578 data_time: 0.0041 loss: 2.0554 03/09 19:25:17 - mmengine - INFO - Epoch(train) [185][1900/2503] lr: 1.9336e-01 eta: 11:01:12 time: 0.1510 data_time: 0.0046 loss: 2.0269 03/09 19:25:31 - mmengine - INFO - Epoch(train) [185][2000/2503] lr: 1.9329e-01 eta: 11:00:58 time: 0.1529 data_time: 0.0045 loss: 1.8754 03/09 19:25:44 - mmengine - INFO - Epoch(train) [185][2100/2503] lr: 1.9322e-01 eta: 11:00:44 time: 0.1310 data_time: 0.0045 loss: 1.8858 03/09 19:25:58 - mmengine - INFO - Epoch(train) [185][2200/2503] lr: 1.9315e-01 eta: 11:00:30 time: 0.1450 data_time: 0.0040 loss: 1.9662 03/09 19:26:11 - mmengine - INFO - Epoch(train) [185][2300/2503] lr: 1.9309e-01 eta: 11:00:16 time: 0.1041 data_time: 0.0042 loss: 2.1350 03/09 19:26:25 - mmengine - INFO - Epoch(train) [185][2400/2503] lr: 1.9302e-01 eta: 11:00:02 time: 0.1043 data_time: 0.0044 loss: 1.9898 03/09 19:26:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:26:38 - mmengine - INFO - Epoch(train) [185][2500/2503] lr: 1.9295e-01 eta: 10:59:48 time: 0.0973 data_time: 0.0053 loss: 2.1107 03/09 19:26:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:26:39 - mmengine - INFO - Saving checkpoint at 185 epochs 03/09 19:27:06 - mmengine - INFO - Epoch(val) [185][98/98] accuracy/top1: 59.2120 accuracy/top5: 82.2120 03/09 19:27:21 - mmengine - INFO - Epoch(train) [186][ 100/2503] lr: 1.9288e-01 eta: 10:59:35 time: 0.1357 data_time: 0.0049 loss: 1.9826 03/09 19:27:35 - mmengine - INFO - Epoch(train) [186][ 200/2503] lr: 1.9282e-01 eta: 10:59:21 time: 0.1341 data_time: 0.0044 loss: 2.0088 03/09 19:27:49 - mmengine - INFO - Epoch(train) [186][ 300/2503] lr: 1.9275e-01 eta: 10:59:07 time: 0.1729 data_time: 0.0042 loss: 2.0009 03/09 19:28:03 - mmengine - INFO - Epoch(train) [186][ 400/2503] lr: 1.9268e-01 eta: 10:58:53 time: 0.1218 data_time: 0.0042 loss: 1.9426 03/09 19:28:16 - mmengine - INFO - Epoch(train) [186][ 500/2503] lr: 1.9262e-01 eta: 10:58:39 time: 0.1013 data_time: 0.0040 loss: 1.8096 03/09 19:28:30 - mmengine - INFO - Epoch(train) [186][ 600/2503] lr: 1.9255e-01 eta: 10:58:26 time: 0.1844 data_time: 0.0038 loss: 2.0572 03/09 19:28:44 - mmengine - INFO - Epoch(train) [186][ 700/2503] lr: 1.9248e-01 eta: 10:58:11 time: 0.1474 data_time: 0.0049 loss: 1.8932 03/09 19:28:57 - mmengine - INFO - Epoch(train) [186][ 800/2503] lr: 1.9242e-01 eta: 10:57:58 time: 0.1786 data_time: 0.0071 loss: 1.8943 03/09 19:29:11 - mmengine - INFO - Epoch(train) [186][ 900/2503] lr: 1.9235e-01 eta: 10:57:44 time: 0.1004 data_time: 0.0046 loss: 2.0005 03/09 19:29:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:29:25 - mmengine - INFO - Epoch(train) [186][1000/2503] lr: 1.9228e-01 eta: 10:57:30 time: 0.1503 data_time: 0.0046 loss: 1.8558 03/09 19:29:40 - mmengine - INFO - Epoch(train) [186][1100/2503] lr: 1.9221e-01 eta: 10:57:17 time: 0.1794 data_time: 0.0042 loss: 1.9771 03/09 19:29:53 - mmengine - INFO - Epoch(train) [186][1200/2503] lr: 1.9215e-01 eta: 10:57:02 time: 0.1416 data_time: 0.0039 loss: 1.9177 03/09 19:30:06 - mmengine - INFO - Epoch(train) [186][1300/2503] lr: 1.9208e-01 eta: 10:56:48 time: 0.1307 data_time: 0.0043 loss: 1.9812 03/09 19:30:20 - mmengine - INFO - Epoch(train) [186][1400/2503] lr: 1.9201e-01 eta: 10:56:34 time: 0.1650 data_time: 0.0041 loss: 2.0409 03/09 19:30:33 - mmengine - INFO - Epoch(train) [186][1500/2503] lr: 1.9195e-01 eta: 10:56:20 time: 0.1400 data_time: 0.0038 loss: 2.1000 03/09 19:30:47 - mmengine - INFO - Epoch(train) [186][1600/2503] lr: 1.9188e-01 eta: 10:56:06 time: 0.1419 data_time: 0.0045 loss: 2.1282 03/09 19:31:01 - mmengine - INFO - Epoch(train) [186][1700/2503] lr: 1.9181e-01 eta: 10:55:53 time: 0.1230 data_time: 0.0042 loss: 2.0643 03/09 19:31:15 - mmengine - INFO - Epoch(train) [186][1800/2503] lr: 1.9175e-01 eta: 10:55:39 time: 0.1298 data_time: 0.0045 loss: 2.0070 03/09 19:31:29 - mmengine - INFO - Epoch(train) [186][1900/2503] lr: 1.9168e-01 eta: 10:55:25 time: 0.1375 data_time: 0.0043 loss: 2.0112 03/09 19:31:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:31:43 - mmengine - INFO - Epoch(train) [186][2000/2503] lr: 1.9161e-01 eta: 10:55:11 time: 0.1216 data_time: 0.0040 loss: 1.9269 03/09 19:31:56 - mmengine - INFO - Epoch(train) [186][2100/2503] lr: 1.9154e-01 eta: 10:54:57 time: 0.1395 data_time: 0.0234 loss: 2.2189 03/09 19:32:10 - mmengine - INFO - Epoch(train) [186][2200/2503] lr: 1.9148e-01 eta: 10:54:43 time: 0.1297 data_time: 0.0040 loss: 1.8723 03/09 19:32:24 - mmengine - INFO - Epoch(train) [186][2300/2503] lr: 1.9141e-01 eta: 10:54:29 time: 0.1649 data_time: 0.0041 loss: 1.9444 03/09 19:32:38 - mmengine - INFO - Epoch(train) [186][2400/2503] lr: 1.9134e-01 eta: 10:54:16 time: 0.1390 data_time: 0.0042 loss: 1.9570 03/09 19:32:52 - mmengine - INFO - Epoch(train) [186][2500/2503] lr: 1.9128e-01 eta: 10:54:02 time: 0.1380 data_time: 0.0056 loss: 1.9072 03/09 19:32:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:32:52 - mmengine - INFO - Saving checkpoint at 186 epochs 03/09 19:33:19 - mmengine - INFO - Epoch(val) [186][98/98] accuracy/top1: 59.0140 accuracy/top5: 82.2260 03/09 19:33:34 - mmengine - INFO - Epoch(train) [187][ 100/2503] lr: 1.9121e-01 eta: 10:53:49 time: 0.1558 data_time: 0.0043 loss: 1.9778 03/09 19:33:48 - mmengine - INFO - Epoch(train) [187][ 200/2503] lr: 1.9114e-01 eta: 10:53:35 time: 0.1072 data_time: 0.0044 loss: 1.8856 03/09 19:34:02 - mmengine - INFO - Epoch(train) [187][ 300/2503] lr: 1.9107e-01 eta: 10:53:21 time: 0.1143 data_time: 0.0043 loss: 1.9989 03/09 19:34:16 - mmengine - INFO - Epoch(train) [187][ 400/2503] lr: 1.9101e-01 eta: 10:53:07 time: 0.1394 data_time: 0.0042 loss: 1.8689 03/09 19:34:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:34:29 - mmengine - INFO - Epoch(train) [187][ 500/2503] lr: 1.9094e-01 eta: 10:52:53 time: 0.1298 data_time: 0.0046 loss: 1.9182 03/09 19:34:43 - mmengine - INFO - Epoch(train) [187][ 600/2503] lr: 1.9087e-01 eta: 10:52:39 time: 0.1654 data_time: 0.0038 loss: 1.8673 03/09 19:34:57 - mmengine - INFO - Epoch(train) [187][ 700/2503] lr: 1.9080e-01 eta: 10:52:25 time: 0.1243 data_time: 0.0072 loss: 1.9602 03/09 19:35:10 - mmengine - INFO - Epoch(train) [187][ 800/2503] lr: 1.9074e-01 eta: 10:52:11 time: 0.1585 data_time: 0.0100 loss: 2.0015 03/09 19:35:25 - mmengine - INFO - Epoch(train) [187][ 900/2503] lr: 1.9067e-01 eta: 10:51:58 time: 0.1037 data_time: 0.0043 loss: 2.0481 03/09 19:35:38 - mmengine - INFO - Epoch(train) [187][1000/2503] lr: 1.9060e-01 eta: 10:51:44 time: 0.1327 data_time: 0.0147 loss: 2.1148 03/09 19:35:52 - mmengine - INFO - Epoch(train) [187][1100/2503] lr: 1.9054e-01 eta: 10:51:30 time: 0.1022 data_time: 0.0043 loss: 2.1219 03/09 19:36:06 - mmengine - INFO - Epoch(train) [187][1200/2503] lr: 1.9047e-01 eta: 10:51:16 time: 0.1515 data_time: 0.0045 loss: 2.1290 03/09 19:36:19 - mmengine - INFO - Epoch(train) [187][1300/2503] lr: 1.9040e-01 eta: 10:51:02 time: 0.1343 data_time: 0.0040 loss: 1.9762 03/09 19:36:33 - mmengine - INFO - Epoch(train) [187][1400/2503] lr: 1.9034e-01 eta: 10:50:48 time: 0.1499 data_time: 0.0144 loss: 1.9364 03/09 19:36:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:36:47 - mmengine - INFO - Epoch(train) [187][1500/2503] lr: 1.9027e-01 eta: 10:50:34 time: 0.1347 data_time: 0.0044 loss: 1.8943 03/09 19:37:01 - mmengine - INFO - Epoch(train) [187][1600/2503] lr: 1.9020e-01 eta: 10:50:20 time: 0.1036 data_time: 0.0043 loss: 1.9427 03/09 19:37:15 - mmengine - INFO - Epoch(train) [187][1700/2503] lr: 1.9013e-01 eta: 10:50:07 time: 0.1326 data_time: 0.0042 loss: 1.9623 03/09 19:37:29 - mmengine - INFO - Epoch(train) [187][1800/2503] lr: 1.9007e-01 eta: 10:49:53 time: 0.1494 data_time: 0.0044 loss: 2.0687 03/09 19:37:43 - mmengine - INFO - Epoch(train) [187][1900/2503] lr: 1.9000e-01 eta: 10:49:39 time: 0.1219 data_time: 0.0043 loss: 1.8769 03/09 19:37:56 - mmengine - INFO - Epoch(train) [187][2000/2503] lr: 1.8993e-01 eta: 10:49:25 time: 0.1279 data_time: 0.0047 loss: 1.9510 03/09 19:38:10 - mmengine - INFO - Epoch(train) [187][2100/2503] lr: 1.8987e-01 eta: 10:49:11 time: 0.1297 data_time: 0.0088 loss: 1.9919 03/09 19:38:23 - mmengine - INFO - Epoch(train) [187][2200/2503] lr: 1.8980e-01 eta: 10:48:57 time: 0.1451 data_time: 0.0040 loss: 2.0405 03/09 19:38:37 - mmengine - INFO - Epoch(train) [187][2300/2503] lr: 1.8973e-01 eta: 10:48:44 time: 0.1490 data_time: 0.0044 loss: 2.1646 03/09 19:38:51 - mmengine - INFO - Epoch(train) [187][2400/2503] lr: 1.8967e-01 eta: 10:48:29 time: 0.1074 data_time: 0.0042 loss: 2.1168 03/09 19:38:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:39:05 - mmengine - INFO - Epoch(train) [187][2500/2503] lr: 1.8960e-01 eta: 10:48:16 time: 0.1124 data_time: 0.0047 loss: 1.9952 03/09 19:39:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:39:06 - mmengine - INFO - Saving checkpoint at 187 epochs 03/09 19:39:32 - mmengine - INFO - Epoch(val) [187][98/98] accuracy/top1: 58.3780 accuracy/top5: 81.7620 03/09 19:39:48 - mmengine - INFO - Epoch(train) [188][ 100/2503] lr: 1.8953e-01 eta: 10:48:03 time: 0.1338 data_time: 0.0048 loss: 1.9432 03/09 19:40:02 - mmengine - INFO - Epoch(train) [188][ 200/2503] lr: 1.8946e-01 eta: 10:47:49 time: 0.1133 data_time: 0.0055 loss: 1.9529 03/09 19:40:16 - mmengine - INFO - Epoch(train) [188][ 300/2503] lr: 1.8939e-01 eta: 10:47:35 time: 0.1253 data_time: 0.0051 loss: 1.9610 03/09 19:40:29 - mmengine - INFO - Epoch(train) [188][ 400/2503] lr: 1.8933e-01 eta: 10:47:21 time: 0.1168 data_time: 0.0043 loss: 1.9387 03/09 19:40:43 - mmengine - INFO - Epoch(train) [188][ 500/2503] lr: 1.8926e-01 eta: 10:47:07 time: 0.0995 data_time: 0.0047 loss: 2.0813 03/09 19:40:57 - mmengine - INFO - Epoch(train) [188][ 600/2503] lr: 1.8919e-01 eta: 10:46:53 time: 0.1584 data_time: 0.0046 loss: 1.9797 03/09 19:41:10 - mmengine - INFO - Epoch(train) [188][ 700/2503] lr: 1.8913e-01 eta: 10:46:39 time: 0.1380 data_time: 0.0041 loss: 1.9987 03/09 19:41:24 - mmengine - INFO - Epoch(train) [188][ 800/2503] lr: 1.8906e-01 eta: 10:46:25 time: 0.1377 data_time: 0.0042 loss: 2.0223 03/09 19:41:38 - mmengine - INFO - Epoch(train) [188][ 900/2503] lr: 1.8899e-01 eta: 10:46:11 time: 0.1471 data_time: 0.0047 loss: 1.8759 03/09 19:41:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:41:52 - mmengine - INFO - Epoch(train) [188][1000/2503] lr: 1.8893e-01 eta: 10:45:58 time: 0.1631 data_time: 0.0196 loss: 1.8845 03/09 19:42:05 - mmengine - INFO - Epoch(train) [188][1100/2503] lr: 1.8886e-01 eta: 10:45:44 time: 0.1049 data_time: 0.0046 loss: 2.0180 03/09 19:42:20 - mmengine - INFO - Epoch(train) [188][1200/2503] lr: 1.8879e-01 eta: 10:45:30 time: 0.1906 data_time: 0.0045 loss: 2.0160 03/09 19:42:33 - mmengine - INFO - Epoch(train) [188][1300/2503] lr: 1.8872e-01 eta: 10:45:16 time: 0.1518 data_time: 0.0044 loss: 1.9851 03/09 19:42:47 - mmengine - INFO - Epoch(train) [188][1400/2503] lr: 1.8866e-01 eta: 10:45:02 time: 0.1393 data_time: 0.0041 loss: 2.1736 03/09 19:43:00 - mmengine - INFO - Epoch(train) [188][1500/2503] lr: 1.8859e-01 eta: 10:44:48 time: 0.1372 data_time: 0.0046 loss: 2.0436 03/09 19:43:14 - mmengine - INFO - Epoch(train) [188][1600/2503] lr: 1.8852e-01 eta: 10:44:34 time: 0.1394 data_time: 0.0046 loss: 1.9421 03/09 19:43:27 - mmengine - INFO - Epoch(train) [188][1700/2503] lr: 1.8846e-01 eta: 10:44:20 time: 0.1079 data_time: 0.0043 loss: 1.9750 03/09 19:43:41 - mmengine - INFO - Epoch(train) [188][1800/2503] lr: 1.8839e-01 eta: 10:44:06 time: 0.1632 data_time: 0.0164 loss: 2.1685 03/09 19:43:55 - mmengine - INFO - Epoch(train) [188][1900/2503] lr: 1.8832e-01 eta: 10:43:53 time: 0.1553 data_time: 0.0048 loss: 1.9220 03/09 19:44:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:44:09 - mmengine - INFO - Epoch(train) [188][2000/2503] lr: 1.8826e-01 eta: 10:43:39 time: 0.1457 data_time: 0.0045 loss: 1.8774 03/09 19:44:23 - mmengine - INFO - Epoch(train) [188][2100/2503] lr: 1.8819e-01 eta: 10:43:25 time: 0.1525 data_time: 0.0599 loss: 2.0498 03/09 19:44:36 - mmengine - INFO - Epoch(train) [188][2200/2503] lr: 1.8812e-01 eta: 10:43:11 time: 0.1038 data_time: 0.0044 loss: 2.0242 03/09 19:44:50 - mmengine - INFO - Epoch(train) [188][2300/2503] lr: 1.8805e-01 eta: 10:42:57 time: 0.1434 data_time: 0.0069 loss: 1.9414 03/09 19:45:04 - mmengine - INFO - Epoch(train) [188][2400/2503] lr: 1.8799e-01 eta: 10:42:43 time: 0.1357 data_time: 0.0042 loss: 2.0537 03/09 19:45:17 - mmengine - INFO - Epoch(train) [188][2500/2503] lr: 1.8792e-01 eta: 10:42:29 time: 0.1299 data_time: 0.0057 loss: 1.9818 03/09 19:45:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:45:18 - mmengine - INFO - Saving checkpoint at 188 epochs 03/09 19:45:44 - mmengine - INFO - Epoch(val) [188][98/98] accuracy/top1: 57.8400 accuracy/top5: 81.1520 03/09 19:45:59 - mmengine - INFO - Epoch(train) [189][ 100/2503] lr: 1.8785e-01 eta: 10:42:16 time: 0.1009 data_time: 0.0046 loss: 1.9456 03/09 19:46:13 - mmengine - INFO - Epoch(train) [189][ 200/2503] lr: 1.8778e-01 eta: 10:42:02 time: 0.1443 data_time: 0.0047 loss: 1.9161 03/09 19:46:27 - mmengine - INFO - Epoch(train) [189][ 300/2503] lr: 1.8772e-01 eta: 10:41:48 time: 0.1180 data_time: 0.0040 loss: 1.9550 03/09 19:46:41 - mmengine - INFO - Epoch(train) [189][ 400/2503] lr: 1.8765e-01 eta: 10:41:34 time: 0.1419 data_time: 0.0047 loss: 1.8327 03/09 19:46:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:46:55 - mmengine - INFO - Epoch(train) [189][ 500/2503] lr: 1.8758e-01 eta: 10:41:20 time: 0.1450 data_time: 0.0041 loss: 2.0392 03/09 19:47:09 - mmengine - INFO - Epoch(train) [189][ 600/2503] lr: 1.8752e-01 eta: 10:41:07 time: 0.1157 data_time: 0.0044 loss: 2.0922 03/09 19:47:23 - mmengine - INFO - Epoch(train) [189][ 700/2503] lr: 1.8745e-01 eta: 10:40:53 time: 0.1096 data_time: 0.0039 loss: 1.8599 03/09 19:47:36 - mmengine - INFO - Epoch(train) [189][ 800/2503] lr: 1.8738e-01 eta: 10:40:39 time: 0.1193 data_time: 0.0044 loss: 1.8937 03/09 19:47:50 - mmengine - INFO - Epoch(train) [189][ 900/2503] lr: 1.8731e-01 eta: 10:40:25 time: 0.1427 data_time: 0.0042 loss: 1.9597 03/09 19:48:04 - mmengine - INFO - Epoch(train) [189][1000/2503] lr: 1.8725e-01 eta: 10:40:11 time: 0.1484 data_time: 0.0040 loss: 1.9048 03/09 19:48:17 - mmengine - INFO - Epoch(train) [189][1100/2503] lr: 1.8718e-01 eta: 10:39:57 time: 0.1355 data_time: 0.0043 loss: 2.0389 03/09 19:48:31 - mmengine - INFO - Epoch(train) [189][1200/2503] lr: 1.8711e-01 eta: 10:39:43 time: 0.1301 data_time: 0.0050 loss: 2.1440 03/09 19:48:45 - mmengine - INFO - Epoch(train) [189][1300/2503] lr: 1.8705e-01 eta: 10:39:29 time: 0.1338 data_time: 0.0043 loss: 1.8194 03/09 19:48:59 - mmengine - INFO - Epoch(train) [189][1400/2503] lr: 1.8698e-01 eta: 10:39:16 time: 0.1242 data_time: 0.0048 loss: 2.0194 03/09 19:49:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:49:12 - mmengine - INFO - Epoch(train) [189][1500/2503] lr: 1.8691e-01 eta: 10:39:02 time: 0.0989 data_time: 0.0038 loss: 2.0343 03/09 19:49:26 - mmengine - INFO - Epoch(train) [189][1600/2503] lr: 1.8685e-01 eta: 10:38:48 time: 0.1347 data_time: 0.0084 loss: 1.7862 03/09 19:49:39 - mmengine - INFO - Epoch(train) [189][1700/2503] lr: 1.8678e-01 eta: 10:38:34 time: 0.1339 data_time: 0.0044 loss: 2.0603 03/09 19:49:54 - mmengine - INFO - Epoch(train) [189][1800/2503] lr: 1.8671e-01 eta: 10:38:20 time: 0.1972 data_time: 0.0039 loss: 2.0117 03/09 19:50:08 - mmengine - INFO - Epoch(train) [189][1900/2503] lr: 1.8664e-01 eta: 10:38:07 time: 0.1326 data_time: 0.0041 loss: 1.9885 03/09 19:50:22 - mmengine - INFO - Epoch(train) [189][2000/2503] lr: 1.8658e-01 eta: 10:37:53 time: 0.1111 data_time: 0.0041 loss: 2.0411 03/09 19:50:35 - mmengine - INFO - Epoch(train) [189][2100/2503] lr: 1.8651e-01 eta: 10:37:39 time: 0.1157 data_time: 0.0046 loss: 2.0140 03/09 19:50:48 - mmengine - INFO - Epoch(train) [189][2200/2503] lr: 1.8644e-01 eta: 10:37:25 time: 0.1311 data_time: 0.0043 loss: 1.9723 03/09 19:51:02 - mmengine - INFO - Epoch(train) [189][2300/2503] lr: 1.8638e-01 eta: 10:37:11 time: 0.1440 data_time: 0.0042 loss: 2.2360 03/09 19:51:16 - mmengine - INFO - Epoch(train) [189][2400/2503] lr: 1.8631e-01 eta: 10:36:57 time: 0.1238 data_time: 0.0039 loss: 1.9939 03/09 19:51:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:51:29 - mmengine - INFO - Epoch(train) [189][2500/2503] lr: 1.8624e-01 eta: 10:36:43 time: 0.1041 data_time: 0.0056 loss: 1.9239 03/09 19:51:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:51:30 - mmengine - INFO - Saving checkpoint at 189 epochs 03/09 19:51:56 - mmengine - INFO - Epoch(val) [189][98/98] accuracy/top1: 58.8080 accuracy/top5: 81.9960 03/09 19:52:11 - mmengine - INFO - Epoch(train) [190][ 100/2503] lr: 1.8617e-01 eta: 10:36:29 time: 0.1222 data_time: 0.0041 loss: 1.9906 03/09 19:52:25 - mmengine - INFO - Epoch(train) [190][ 200/2503] lr: 1.8611e-01 eta: 10:36:16 time: 0.1545 data_time: 0.0040 loss: 1.8968 03/09 19:52:39 - mmengine - INFO - Epoch(train) [190][ 300/2503] lr: 1.8604e-01 eta: 10:36:02 time: 0.1556 data_time: 0.0044 loss: 1.9516 03/09 19:52:53 - mmengine - INFO - Epoch(train) [190][ 400/2503] lr: 1.8597e-01 eta: 10:35:48 time: 0.1643 data_time: 0.0039 loss: 2.0394 03/09 19:53:07 - mmengine - INFO - Epoch(train) [190][ 500/2503] lr: 1.8591e-01 eta: 10:35:34 time: 0.1525 data_time: 0.0040 loss: 1.9766 03/09 19:53:21 - mmengine - INFO - Epoch(train) [190][ 600/2503] lr: 1.8584e-01 eta: 10:35:21 time: 0.2193 data_time: 0.0039 loss: 2.0074 03/09 19:53:35 - mmengine - INFO - Epoch(train) [190][ 700/2503] lr: 1.8577e-01 eta: 10:35:07 time: 0.1452 data_time: 0.0048 loss: 2.0389 03/09 19:53:49 - mmengine - INFO - Epoch(train) [190][ 800/2503] lr: 1.8570e-01 eta: 10:34:53 time: 0.1451 data_time: 0.0051 loss: 2.0303 03/09 19:54:03 - mmengine - INFO - Epoch(train) [190][ 900/2503] lr: 1.8564e-01 eta: 10:34:39 time: 0.1152 data_time: 0.0048 loss: 1.9484 03/09 19:54:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:54:16 - mmengine - INFO - Epoch(train) [190][1000/2503] lr: 1.8557e-01 eta: 10:34:25 time: 0.1346 data_time: 0.0048 loss: 2.0222 03/09 19:54:29 - mmengine - INFO - Epoch(train) [190][1100/2503] lr: 1.8550e-01 eta: 10:34:11 time: 0.1042 data_time: 0.0042 loss: 2.1358 03/09 19:54:43 - mmengine - INFO - Epoch(train) [190][1200/2503] lr: 1.8544e-01 eta: 10:33:57 time: 0.1441 data_time: 0.0047 loss: 2.0462 03/09 19:54:57 - mmengine - INFO - Epoch(train) [190][1300/2503] lr: 1.8537e-01 eta: 10:33:44 time: 0.1419 data_time: 0.0044 loss: 2.1462 03/09 19:55:11 - mmengine - INFO - Epoch(train) [190][1400/2503] lr: 1.8530e-01 eta: 10:33:30 time: 0.1163 data_time: 0.0055 loss: 2.1312 03/09 19:55:25 - mmengine - INFO - Epoch(train) [190][1500/2503] lr: 1.8523e-01 eta: 10:33:16 time: 0.1189 data_time: 0.0048 loss: 1.9922 03/09 19:55:38 - mmengine - INFO - Epoch(train) [190][1600/2503] lr: 1.8517e-01 eta: 10:33:02 time: 0.1598 data_time: 0.0039 loss: 2.1073 03/09 19:55:53 - mmengine - INFO - Epoch(train) [190][1700/2503] lr: 1.8510e-01 eta: 10:32:48 time: 0.1806 data_time: 0.0043 loss: 1.8739 03/09 19:56:06 - mmengine - INFO - Epoch(train) [190][1800/2503] lr: 1.8503e-01 eta: 10:32:34 time: 0.1128 data_time: 0.0040 loss: 2.0916 03/09 19:56:20 - mmengine - INFO - Epoch(train) [190][1900/2503] lr: 1.8497e-01 eta: 10:32:21 time: 0.1399 data_time: 0.0042 loss: 1.9443 03/09 19:56:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:56:34 - mmengine - INFO - Epoch(train) [190][2000/2503] lr: 1.8490e-01 eta: 10:32:07 time: 0.1181 data_time: 0.0041 loss: 1.9025 03/09 19:56:48 - mmengine - INFO - Epoch(train) [190][2100/2503] lr: 1.8483e-01 eta: 10:31:53 time: 0.1551 data_time: 0.0040 loss: 2.0614 03/09 19:57:02 - mmengine - INFO - Epoch(train) [190][2200/2503] lr: 1.8477e-01 eta: 10:31:39 time: 0.1249 data_time: 0.0054 loss: 2.1047 03/09 19:57:15 - mmengine - INFO - Epoch(train) [190][2300/2503] lr: 1.8470e-01 eta: 10:31:25 time: 0.1232 data_time: 0.0042 loss: 1.9807 03/09 19:57:29 - mmengine - INFO - Epoch(train) [190][2400/2503] lr: 1.8463e-01 eta: 10:31:11 time: 0.1464 data_time: 0.0045 loss: 1.9558 03/09 19:57:43 - mmengine - INFO - Epoch(train) [190][2500/2503] lr: 1.8456e-01 eta: 10:30:57 time: 0.1640 data_time: 0.0041 loss: 2.1964 03/09 19:57:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:57:43 - mmengine - INFO - Saving checkpoint at 190 epochs 03/09 19:58:10 - mmengine - INFO - Epoch(val) [190][98/98] accuracy/top1: 57.8840 accuracy/top5: 81.3600 03/09 19:58:26 - mmengine - INFO - Epoch(train) [191][ 100/2503] lr: 1.8450e-01 eta: 10:30:44 time: 0.1235 data_time: 0.0046 loss: 1.7664 03/09 19:58:39 - mmengine - INFO - Epoch(train) [191][ 200/2503] lr: 1.8443e-01 eta: 10:30:30 time: 0.1349 data_time: 0.0040 loss: 1.8985 03/09 19:58:53 - mmengine - INFO - Epoch(train) [191][ 300/2503] lr: 1.8436e-01 eta: 10:30:16 time: 0.1420 data_time: 0.0045 loss: 1.9562 03/09 19:59:07 - mmengine - INFO - Epoch(train) [191][ 400/2503] lr: 1.8429e-01 eta: 10:30:03 time: 0.1359 data_time: 0.0044 loss: 1.9174 03/09 19:59:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 19:59:21 - mmengine - INFO - Epoch(train) [191][ 500/2503] lr: 1.8423e-01 eta: 10:29:49 time: 0.1125 data_time: 0.0042 loss: 1.9259 03/09 19:59:35 - mmengine - INFO - Epoch(train) [191][ 600/2503] lr: 1.8416e-01 eta: 10:29:35 time: 0.0986 data_time: 0.0043 loss: 2.0731 03/09 19:59:49 - mmengine - INFO - Epoch(train) [191][ 700/2503] lr: 1.8409e-01 eta: 10:29:21 time: 0.1460 data_time: 0.0042 loss: 2.0049 03/09 20:00:02 - mmengine - INFO - Epoch(train) [191][ 800/2503] lr: 1.8403e-01 eta: 10:29:07 time: 0.1438 data_time: 0.0044 loss: 2.0533 03/09 20:00:16 - mmengine - INFO - Epoch(train) [191][ 900/2503] lr: 1.8396e-01 eta: 10:28:53 time: 0.1474 data_time: 0.0040 loss: 1.9425 03/09 20:00:30 - mmengine - INFO - Epoch(train) [191][1000/2503] lr: 1.8389e-01 eta: 10:28:40 time: 0.1426 data_time: 0.0047 loss: 2.0083 03/09 20:00:44 - mmengine - INFO - Epoch(train) [191][1100/2503] lr: 1.8383e-01 eta: 10:28:26 time: 0.1433 data_time: 0.0048 loss: 1.8866 03/09 20:00:58 - mmengine - INFO - Epoch(train) [191][1200/2503] lr: 1.8376e-01 eta: 10:28:12 time: 0.1280 data_time: 0.0045 loss: 1.9061 03/09 20:01:11 - mmengine - INFO - Epoch(train) [191][1300/2503] lr: 1.8369e-01 eta: 10:27:58 time: 0.1284 data_time: 0.0042 loss: 2.0063 03/09 20:01:25 - mmengine - INFO - Epoch(train) [191][1400/2503] lr: 1.8362e-01 eta: 10:27:44 time: 0.1349 data_time: 0.0040 loss: 1.9602 03/09 20:01:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:01:39 - mmengine - INFO - Epoch(train) [191][1500/2503] lr: 1.8356e-01 eta: 10:27:30 time: 0.1456 data_time: 0.0050 loss: 1.8766 03/09 20:01:53 - mmengine - INFO - Epoch(train) [191][1600/2503] lr: 1.8349e-01 eta: 10:27:16 time: 0.1218 data_time: 0.0045 loss: 1.9837 03/09 20:02:07 - mmengine - INFO - Epoch(train) [191][1700/2503] lr: 1.8342e-01 eta: 10:27:03 time: 0.1316 data_time: 0.0043 loss: 1.9382 03/09 20:02:20 - mmengine - INFO - Epoch(train) [191][1800/2503] lr: 1.8336e-01 eta: 10:26:49 time: 0.1060 data_time: 0.0047 loss: 2.0155 03/09 20:02:34 - mmengine - INFO - Epoch(train) [191][1900/2503] lr: 1.8329e-01 eta: 10:26:35 time: 0.1568 data_time: 0.0042 loss: 2.0153 03/09 20:02:47 - mmengine - INFO - Epoch(train) [191][2000/2503] lr: 1.8322e-01 eta: 10:26:21 time: 0.1107 data_time: 0.0046 loss: 1.9885 03/09 20:03:02 - mmengine - INFO - Epoch(train) [191][2100/2503] lr: 1.8315e-01 eta: 10:26:07 time: 0.1537 data_time: 0.0045 loss: 1.9800 03/09 20:03:15 - mmengine - INFO - Epoch(train) [191][2200/2503] lr: 1.8309e-01 eta: 10:25:53 time: 0.1188 data_time: 0.0048 loss: 2.0477 03/09 20:03:29 - mmengine - INFO - Epoch(train) [191][2300/2503] lr: 1.8302e-01 eta: 10:25:39 time: 0.1239 data_time: 0.0045 loss: 2.0103 03/09 20:03:43 - mmengine - INFO - Epoch(train) [191][2400/2503] lr: 1.8295e-01 eta: 10:25:26 time: 0.1348 data_time: 0.0043 loss: 1.9284 03/09 20:03:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:03:56 - mmengine - INFO - Epoch(train) [191][2500/2503] lr: 1.8289e-01 eta: 10:25:12 time: 0.1247 data_time: 0.0057 loss: 1.8764 03/09 20:03:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:03:57 - mmengine - INFO - Saving checkpoint at 191 epochs 03/09 20:04:24 - mmengine - INFO - Epoch(val) [191][98/98] accuracy/top1: 58.5940 accuracy/top5: 81.9860 03/09 20:04:40 - mmengine - INFO - Epoch(train) [192][ 100/2503] lr: 1.8282e-01 eta: 10:24:58 time: 0.1668 data_time: 0.0040 loss: 1.9940 03/09 20:04:53 - mmengine - INFO - Epoch(train) [192][ 200/2503] lr: 1.8275e-01 eta: 10:24:44 time: 0.1296 data_time: 0.0296 loss: 1.8127 03/09 20:05:07 - mmengine - INFO - Epoch(train) [192][ 300/2503] lr: 1.8268e-01 eta: 10:24:30 time: 0.1236 data_time: 0.0046 loss: 2.0842 03/09 20:05:21 - mmengine - INFO - Epoch(train) [192][ 400/2503] lr: 1.8262e-01 eta: 10:24:17 time: 0.1488 data_time: 0.0047 loss: 2.0943 03/09 20:05:35 - mmengine - INFO - Epoch(train) [192][ 500/2503] lr: 1.8255e-01 eta: 10:24:03 time: 0.1621 data_time: 0.0048 loss: 1.9870 03/09 20:05:49 - mmengine - INFO - Epoch(train) [192][ 600/2503] lr: 1.8248e-01 eta: 10:23:49 time: 0.1607 data_time: 0.0051 loss: 2.1699 03/09 20:06:03 - mmengine - INFO - Epoch(train) [192][ 700/2503] lr: 1.8242e-01 eta: 10:23:35 time: 0.1479 data_time: 0.0043 loss: 1.9607 03/09 20:06:16 - mmengine - INFO - Epoch(train) [192][ 800/2503] lr: 1.8235e-01 eta: 10:23:21 time: 0.1313 data_time: 0.0043 loss: 2.1089 03/09 20:06:30 - mmengine - INFO - Epoch(train) [192][ 900/2503] lr: 1.8228e-01 eta: 10:23:08 time: 0.1292 data_time: 0.0047 loss: 1.8613 03/09 20:06:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:06:44 - mmengine - INFO - Epoch(train) [192][1000/2503] lr: 1.8221e-01 eta: 10:22:54 time: 0.1535 data_time: 0.0043 loss: 1.8234 03/09 20:06:58 - mmengine - INFO - Epoch(train) [192][1100/2503] lr: 1.8215e-01 eta: 10:22:40 time: 0.1460 data_time: 0.0048 loss: 1.8532 03/09 20:07:11 - mmengine - INFO - Epoch(train) [192][1200/2503] lr: 1.8208e-01 eta: 10:22:26 time: 0.1075 data_time: 0.0045 loss: 1.9932 03/09 20:07:25 - mmengine - INFO - Epoch(train) [192][1300/2503] lr: 1.8201e-01 eta: 10:22:12 time: 0.1169 data_time: 0.0043 loss: 1.9953 03/09 20:07:39 - mmengine - INFO - Epoch(train) [192][1400/2503] lr: 1.8195e-01 eta: 10:21:58 time: 0.1375 data_time: 0.0045 loss: 1.9535 03/09 20:07:52 - mmengine - INFO - Epoch(train) [192][1500/2503] lr: 1.8188e-01 eta: 10:21:44 time: 0.1206 data_time: 0.0079 loss: 2.0196 03/09 20:08:06 - mmengine - INFO - Epoch(train) [192][1600/2503] lr: 1.8181e-01 eta: 10:21:30 time: 0.1497 data_time: 0.0046 loss: 2.1093 03/09 20:08:20 - mmengine - INFO - Epoch(train) [192][1700/2503] lr: 1.8175e-01 eta: 10:21:16 time: 0.1377 data_time: 0.0087 loss: 2.0914 03/09 20:08:34 - mmengine - INFO - Epoch(train) [192][1800/2503] lr: 1.8168e-01 eta: 10:21:03 time: 0.1275 data_time: 0.0050 loss: 2.0819 03/09 20:08:48 - mmengine - INFO - Epoch(train) [192][1900/2503] lr: 1.8161e-01 eta: 10:20:49 time: 0.1417 data_time: 0.0046 loss: 1.9480 03/09 20:08:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:09:01 - mmengine - INFO - Epoch(train) [192][2000/2503] lr: 1.8154e-01 eta: 10:20:35 time: 0.1160 data_time: 0.0089 loss: 1.8852 03/09 20:09:15 - mmengine - INFO - Epoch(train) [192][2100/2503] lr: 1.8148e-01 eta: 10:20:21 time: 0.1391 data_time: 0.0047 loss: 1.9197 03/09 20:09:29 - mmengine - INFO - Epoch(train) [192][2200/2503] lr: 1.8141e-01 eta: 10:20:07 time: 0.1303 data_time: 0.0316 loss: 2.0126 03/09 20:09:43 - mmengine - INFO - Epoch(train) [192][2300/2503] lr: 1.8134e-01 eta: 10:19:53 time: 0.1605 data_time: 0.0044 loss: 1.9144 03/09 20:09:56 - mmengine - INFO - Epoch(train) [192][2400/2503] lr: 1.8128e-01 eta: 10:19:39 time: 0.1146 data_time: 0.0046 loss: 2.1085 03/09 20:10:10 - mmengine - INFO - Epoch(train) [192][2500/2503] lr: 1.8121e-01 eta: 10:19:26 time: 0.1317 data_time: 0.0060 loss: 1.9874 03/09 20:10:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:10:11 - mmengine - INFO - Saving checkpoint at 192 epochs 03/09 20:10:38 - mmengine - INFO - Epoch(val) [192][98/98] accuracy/top1: 58.9440 accuracy/top5: 82.0280 03/09 20:10:54 - mmengine - INFO - Epoch(train) [193][ 100/2503] lr: 1.8114e-01 eta: 10:19:12 time: 0.1169 data_time: 0.0042 loss: 1.8850 03/09 20:11:07 - mmengine - INFO - Epoch(train) [193][ 200/2503] lr: 1.8107e-01 eta: 10:18:58 time: 0.1226 data_time: 0.0043 loss: 2.0091 03/09 20:11:21 - mmengine - INFO - Epoch(train) [193][ 300/2503] lr: 1.8101e-01 eta: 10:18:44 time: 0.1430 data_time: 0.0047 loss: 1.9281 03/09 20:11:34 - mmengine - INFO - Epoch(train) [193][ 400/2503] lr: 1.8094e-01 eta: 10:18:30 time: 0.1409 data_time: 0.0051 loss: 1.9799 03/09 20:11:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:11:48 - mmengine - INFO - Epoch(train) [193][ 500/2503] lr: 1.8087e-01 eta: 10:18:17 time: 0.1403 data_time: 0.0042 loss: 1.8840 03/09 20:12:02 - mmengine - INFO - Epoch(train) [193][ 600/2503] lr: 1.8080e-01 eta: 10:18:03 time: 0.1198 data_time: 0.0048 loss: 1.9481 03/09 20:12:16 - mmengine - INFO - Epoch(train) [193][ 700/2503] lr: 1.8074e-01 eta: 10:17:49 time: 0.1146 data_time: 0.0043 loss: 1.9160 03/09 20:12:30 - mmengine - INFO - Epoch(train) [193][ 800/2503] lr: 1.8067e-01 eta: 10:17:35 time: 0.1313 data_time: 0.0049 loss: 1.9861 03/09 20:12:43 - mmengine - INFO - Epoch(train) [193][ 900/2503] lr: 1.8060e-01 eta: 10:17:21 time: 0.1436 data_time: 0.0043 loss: 1.8310 03/09 20:12:57 - mmengine - INFO - Epoch(train) [193][1000/2503] lr: 1.8054e-01 eta: 10:17:07 time: 0.1173 data_time: 0.0043 loss: 2.0401 03/09 20:13:11 - mmengine - INFO - Epoch(train) [193][1100/2503] lr: 1.8047e-01 eta: 10:16:53 time: 0.1354 data_time: 0.0046 loss: 1.9575 03/09 20:13:25 - mmengine - INFO - Epoch(train) [193][1200/2503] lr: 1.8040e-01 eta: 10:16:40 time: 0.1531 data_time: 0.0050 loss: 1.8874 03/09 20:13:38 - mmengine - INFO - Epoch(train) [193][1300/2503] lr: 1.8034e-01 eta: 10:16:26 time: 0.1578 data_time: 0.0045 loss: 1.9565 03/09 20:13:52 - mmengine - INFO - Epoch(train) [193][1400/2503] lr: 1.8027e-01 eta: 10:16:12 time: 0.1229 data_time: 0.0045 loss: 2.0138 03/09 20:13:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:14:06 - mmengine - INFO - Epoch(train) [193][1500/2503] lr: 1.8020e-01 eta: 10:15:58 time: 0.1202 data_time: 0.0042 loss: 1.8845 03/09 20:14:20 - mmengine - INFO - Epoch(train) [193][1600/2503] lr: 1.8013e-01 eta: 10:15:44 time: 0.1425 data_time: 0.0044 loss: 1.8988 03/09 20:14:34 - mmengine - INFO - Epoch(train) [193][1700/2503] lr: 1.8007e-01 eta: 10:15:30 time: 0.1099 data_time: 0.0044 loss: 2.0916 03/09 20:14:48 - mmengine - INFO - Epoch(train) [193][1800/2503] lr: 1.8000e-01 eta: 10:15:17 time: 0.1425 data_time: 0.0050 loss: 2.1102 03/09 20:15:02 - mmengine - INFO - Epoch(train) [193][1900/2503] lr: 1.7993e-01 eta: 10:15:03 time: 0.1438 data_time: 0.0043 loss: 2.0290 03/09 20:15:15 - mmengine - INFO - Epoch(train) [193][2000/2503] lr: 1.7987e-01 eta: 10:14:49 time: 0.1252 data_time: 0.0048 loss: 2.0208 03/09 20:15:30 - mmengine - INFO - Epoch(train) [193][2100/2503] lr: 1.7980e-01 eta: 10:14:35 time: 0.0976 data_time: 0.0048 loss: 2.0031 03/09 20:15:44 - mmengine - INFO - Epoch(train) [193][2200/2503] lr: 1.7973e-01 eta: 10:14:22 time: 0.1667 data_time: 0.0303 loss: 1.9405 03/09 20:15:57 - mmengine - INFO - Epoch(train) [193][2300/2503] lr: 1.7967e-01 eta: 10:14:08 time: 0.1459 data_time: 0.0049 loss: 1.9838 03/09 20:16:11 - mmengine - INFO - Epoch(train) [193][2400/2503] lr: 1.7960e-01 eta: 10:13:54 time: 0.1285 data_time: 0.0120 loss: 1.9341 03/09 20:16:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:16:24 - mmengine - INFO - Epoch(train) [193][2500/2503] lr: 1.7953e-01 eta: 10:13:40 time: 0.1194 data_time: 0.0060 loss: 1.9941 03/09 20:16:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:16:25 - mmengine - INFO - Saving checkpoint at 193 epochs 03/09 20:16:52 - mmengine - INFO - Epoch(val) [193][98/98] accuracy/top1: 58.4340 accuracy/top5: 81.7400 03/09 20:17:07 - mmengine - INFO - Epoch(train) [194][ 100/2503] lr: 1.7946e-01 eta: 10:13:26 time: 0.1335 data_time: 0.0047 loss: 1.8876 03/09 20:17:21 - mmengine - INFO - Epoch(train) [194][ 200/2503] lr: 1.7939e-01 eta: 10:13:13 time: 0.1061 data_time: 0.0044 loss: 1.8433 03/09 20:17:35 - mmengine - INFO - Epoch(train) [194][ 300/2503] lr: 1.7933e-01 eta: 10:12:59 time: 0.1156 data_time: 0.0043 loss: 1.9335 03/09 20:17:49 - mmengine - INFO - Epoch(train) [194][ 400/2503] lr: 1.7926e-01 eta: 10:12:45 time: 0.1363 data_time: 0.0051 loss: 2.0034 03/09 20:18:03 - mmengine - INFO - Epoch(train) [194][ 500/2503] lr: 1.7919e-01 eta: 10:12:31 time: 0.1242 data_time: 0.0056 loss: 1.9761 03/09 20:18:17 - mmengine - INFO - Epoch(train) [194][ 600/2503] lr: 1.7913e-01 eta: 10:12:17 time: 0.1148 data_time: 0.0054 loss: 2.0642 03/09 20:18:31 - mmengine - INFO - Epoch(train) [194][ 700/2503] lr: 1.7906e-01 eta: 10:12:04 time: 0.1662 data_time: 0.0323 loss: 1.8147 03/09 20:18:45 - mmengine - INFO - Epoch(train) [194][ 800/2503] lr: 1.7899e-01 eta: 10:11:50 time: 0.1481 data_time: 0.0043 loss: 1.9775 03/09 20:18:59 - mmengine - INFO - Epoch(train) [194][ 900/2503] lr: 1.7893e-01 eta: 10:11:36 time: 0.1552 data_time: 0.0046 loss: 1.9836 03/09 20:19:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:19:13 - mmengine - INFO - Epoch(train) [194][1000/2503] lr: 1.7886e-01 eta: 10:11:23 time: 0.1367 data_time: 0.0050 loss: 1.9667 03/09 20:19:27 - mmengine - INFO - Epoch(train) [194][1100/2503] lr: 1.7879e-01 eta: 10:11:09 time: 0.1342 data_time: 0.0049 loss: 1.9191 03/09 20:19:40 - mmengine - INFO - Epoch(train) [194][1200/2503] lr: 1.7872e-01 eta: 10:10:55 time: 0.1495 data_time: 0.0044 loss: 2.1413 03/09 20:19:54 - mmengine - INFO - Epoch(train) [194][1300/2503] lr: 1.7866e-01 eta: 10:10:41 time: 0.1203 data_time: 0.0046 loss: 2.0794 03/09 20:20:07 - mmengine - INFO - Epoch(train) [194][1400/2503] lr: 1.7859e-01 eta: 10:10:27 time: 0.1326 data_time: 0.0047 loss: 2.0464 03/09 20:20:21 - mmengine - INFO - Epoch(train) [194][1500/2503] lr: 1.7852e-01 eta: 10:10:13 time: 0.1499 data_time: 0.0047 loss: 2.0060 03/09 20:20:35 - mmengine - INFO - Epoch(train) [194][1600/2503] lr: 1.7846e-01 eta: 10:09:59 time: 0.1265 data_time: 0.0046 loss: 2.2146 03/09 20:20:49 - mmengine - INFO - Epoch(train) [194][1700/2503] lr: 1.7839e-01 eta: 10:09:46 time: 0.1261 data_time: 0.0043 loss: 2.0763 03/09 20:21:03 - mmengine - INFO - Epoch(train) [194][1800/2503] lr: 1.7832e-01 eta: 10:09:32 time: 0.1382 data_time: 0.0047 loss: 1.8924 03/09 20:21:16 - mmengine - INFO - Epoch(train) [194][1900/2503] lr: 1.7826e-01 eta: 10:09:18 time: 0.1297 data_time: 0.0046 loss: 1.9148 03/09 20:21:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:21:36 - mmengine - INFO - Epoch(train) [194][2000/2503] lr: 1.7819e-01 eta: 10:09:07 time: 0.2225 data_time: 0.0092 loss: 2.0659 03/09 20:21:50 - mmengine - INFO - Epoch(train) [194][2100/2503] lr: 1.7812e-01 eta: 10:08:53 time: 0.1270 data_time: 0.0050 loss: 2.0782 03/09 20:22:04 - mmengine - INFO - Epoch(train) [194][2200/2503] lr: 1.7805e-01 eta: 10:08:39 time: 0.1409 data_time: 0.0059 loss: 2.1373 03/09 20:22:17 - mmengine - INFO - Epoch(train) [194][2300/2503] lr: 1.7799e-01 eta: 10:08:25 time: 0.1549 data_time: 0.0044 loss: 2.0700 03/09 20:22:31 - mmengine - INFO - Epoch(train) [194][2400/2503] lr: 1.7792e-01 eta: 10:08:11 time: 0.1559 data_time: 0.0048 loss: 2.0563 03/09 20:22:44 - mmengine - INFO - Epoch(train) [194][2500/2503] lr: 1.7785e-01 eta: 10:07:57 time: 0.0977 data_time: 0.0060 loss: 2.1246 03/09 20:22:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:22:45 - mmengine - INFO - Saving checkpoint at 194 epochs 03/09 20:23:12 - mmengine - INFO - Epoch(val) [194][98/98] accuracy/top1: 59.0120 accuracy/top5: 82.2820 03/09 20:23:27 - mmengine - INFO - Epoch(train) [195][ 100/2503] lr: 1.7778e-01 eta: 10:07:44 time: 0.1640 data_time: 0.0545 loss: 2.0045 03/09 20:23:41 - mmengine - INFO - Epoch(train) [195][ 200/2503] lr: 1.7772e-01 eta: 10:07:30 time: 0.1216 data_time: 0.0046 loss: 1.8921 03/09 20:23:55 - mmengine - INFO - Epoch(train) [195][ 300/2503] lr: 1.7765e-01 eta: 10:07:17 time: 0.1631 data_time: 0.0093 loss: 1.9155 03/09 20:24:09 - mmengine - INFO - Epoch(train) [195][ 400/2503] lr: 1.7758e-01 eta: 10:07:03 time: 0.1336 data_time: 0.0048 loss: 2.0060 03/09 20:24:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:24:23 - mmengine - INFO - Epoch(train) [195][ 500/2503] lr: 1.7752e-01 eta: 10:06:49 time: 0.1327 data_time: 0.0374 loss: 1.9614 03/09 20:24:37 - mmengine - INFO - Epoch(train) [195][ 600/2503] lr: 1.7745e-01 eta: 10:06:35 time: 0.1619 data_time: 0.0048 loss: 1.9803 03/09 20:24:50 - mmengine - INFO - Epoch(train) [195][ 700/2503] lr: 1.7738e-01 eta: 10:06:21 time: 0.1256 data_time: 0.0051 loss: 2.1292 03/09 20:25:04 - mmengine - INFO - Epoch(train) [195][ 800/2503] lr: 1.7731e-01 eta: 10:06:07 time: 0.1180 data_time: 0.0042 loss: 1.8088 03/09 20:25:17 - mmengine - INFO - Epoch(train) [195][ 900/2503] lr: 1.7725e-01 eta: 10:05:53 time: 0.1285 data_time: 0.0044 loss: 2.0627 03/09 20:25:31 - mmengine - INFO - Epoch(train) [195][1000/2503] lr: 1.7718e-01 eta: 10:05:39 time: 0.1502 data_time: 0.0043 loss: 1.8399 03/09 20:25:45 - mmengine - INFO - Epoch(train) [195][1100/2503] lr: 1.7711e-01 eta: 10:05:25 time: 0.1058 data_time: 0.0047 loss: 1.9329 03/09 20:25:58 - mmengine - INFO - Epoch(train) [195][1200/2503] lr: 1.7705e-01 eta: 10:05:11 time: 0.1353 data_time: 0.0051 loss: 1.9380 03/09 20:26:13 - mmengine - INFO - Epoch(train) [195][1300/2503] lr: 1.7698e-01 eta: 10:04:58 time: 0.1555 data_time: 0.0047 loss: 1.9260 03/09 20:26:27 - mmengine - INFO - Epoch(train) [195][1400/2503] lr: 1.7691e-01 eta: 10:04:44 time: 0.1579 data_time: 0.0337 loss: 1.9274 03/09 20:26:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:26:40 - mmengine - INFO - Epoch(train) [195][1500/2503] lr: 1.7685e-01 eta: 10:04:30 time: 0.1369 data_time: 0.0041 loss: 1.8726 03/09 20:26:54 - mmengine - INFO - Epoch(train) [195][1600/2503] lr: 1.7678e-01 eta: 10:04:16 time: 0.1898 data_time: 0.0046 loss: 1.8472 03/09 20:27:08 - mmengine - INFO - Epoch(train) [195][1700/2503] lr: 1.7671e-01 eta: 10:04:03 time: 0.1515 data_time: 0.0045 loss: 1.8358 03/09 20:27:22 - mmengine - INFO - Epoch(train) [195][1800/2503] lr: 1.7664e-01 eta: 10:03:49 time: 0.1619 data_time: 0.0046 loss: 2.0012 03/09 20:27:36 - mmengine - INFO - Epoch(train) [195][1900/2503] lr: 1.7658e-01 eta: 10:03:35 time: 0.1407 data_time: 0.0051 loss: 1.9944 03/09 20:27:49 - mmengine - INFO - Epoch(train) [195][2000/2503] lr: 1.7651e-01 eta: 10:03:21 time: 0.1368 data_time: 0.0045 loss: 2.1768 03/09 20:28:03 - mmengine - INFO - Epoch(train) [195][2100/2503] lr: 1.7644e-01 eta: 10:03:07 time: 0.1103 data_time: 0.0050 loss: 1.8838 03/09 20:28:17 - mmengine - INFO - Epoch(train) [195][2200/2503] lr: 1.7638e-01 eta: 10:02:53 time: 0.1417 data_time: 0.0048 loss: 1.9212 03/09 20:28:31 - mmengine - INFO - Epoch(train) [195][2300/2503] lr: 1.7631e-01 eta: 10:02:39 time: 0.1516 data_time: 0.0528 loss: 2.1635 03/09 20:28:44 - mmengine - INFO - Epoch(train) [195][2400/2503] lr: 1.7624e-01 eta: 10:02:25 time: 0.1155 data_time: 0.0043 loss: 2.1007 03/09 20:28:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:28:58 - mmengine - INFO - Epoch(train) [195][2500/2503] lr: 1.7618e-01 eta: 10:02:11 time: 0.1160 data_time: 0.0058 loss: 1.9337 03/09 20:28:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:28:58 - mmengine - INFO - Saving checkpoint at 195 epochs 03/09 20:29:25 - mmengine - INFO - Epoch(val) [195][98/98] accuracy/top1: 57.9760 accuracy/top5: 81.3560 03/09 20:29:40 - mmengine - INFO - Epoch(train) [196][ 100/2503] lr: 1.7611e-01 eta: 10:01:58 time: 0.1288 data_time: 0.0051 loss: 1.9338 03/09 20:29:54 - mmengine - INFO - Epoch(train) [196][ 200/2503] lr: 1.7604e-01 eta: 10:01:44 time: 0.1283 data_time: 0.0047 loss: 2.0009 03/09 20:30:08 - mmengine - INFO - Epoch(train) [196][ 300/2503] lr: 1.7597e-01 eta: 10:01:30 time: 0.1323 data_time: 0.0053 loss: 2.0674 03/09 20:30:22 - mmengine - INFO - Epoch(train) [196][ 400/2503] lr: 1.7591e-01 eta: 10:01:16 time: 0.1050 data_time: 0.0047 loss: 1.8797 03/09 20:30:36 - mmengine - INFO - Epoch(train) [196][ 500/2503] lr: 1.7584e-01 eta: 10:01:02 time: 0.1437 data_time: 0.0042 loss: 2.0962 03/09 20:30:49 - mmengine - INFO - Epoch(train) [196][ 600/2503] lr: 1.7577e-01 eta: 10:00:49 time: 0.1415 data_time: 0.0051 loss: 1.9180 03/09 20:31:03 - mmengine - INFO - Epoch(train) [196][ 700/2503] lr: 1.7570e-01 eta: 10:00:35 time: 0.1499 data_time: 0.0045 loss: 1.9849 03/09 20:31:17 - mmengine - INFO - Epoch(train) [196][ 800/2503] lr: 1.7564e-01 eta: 10:00:21 time: 0.1329 data_time: 0.0050 loss: 1.8976 03/09 20:31:31 - mmengine - INFO - Epoch(train) [196][ 900/2503] lr: 1.7557e-01 eta: 10:00:07 time: 0.1018 data_time: 0.0047 loss: 2.0599 03/09 20:31:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:31:45 - mmengine - INFO - Epoch(train) [196][1000/2503] lr: 1.7550e-01 eta: 9:59:53 time: 0.1026 data_time: 0.0056 loss: 2.0088 03/09 20:31:59 - mmengine - INFO - Epoch(train) [196][1100/2503] lr: 1.7544e-01 eta: 9:59:40 time: 0.1055 data_time: 0.0046 loss: 1.9506 03/09 20:32:13 - mmengine - INFO - Epoch(train) [196][1200/2503] lr: 1.7537e-01 eta: 9:59:26 time: 0.1388 data_time: 0.0047 loss: 2.0150 03/09 20:32:27 - mmengine - INFO - Epoch(train) [196][1300/2503] lr: 1.7530e-01 eta: 9:59:12 time: 0.1517 data_time: 0.0274 loss: 1.8802 03/09 20:32:41 - mmengine - INFO - Epoch(train) [196][1400/2503] lr: 1.7523e-01 eta: 9:58:58 time: 0.1151 data_time: 0.0046 loss: 2.0267 03/09 20:32:54 - mmengine - INFO - Epoch(train) [196][1500/2503] lr: 1.7517e-01 eta: 9:58:44 time: 0.1212 data_time: 0.0045 loss: 1.9337 03/09 20:33:08 - mmengine - INFO - Epoch(train) [196][1600/2503] lr: 1.7510e-01 eta: 9:58:30 time: 0.1352 data_time: 0.0043 loss: 1.9992 03/09 20:33:22 - mmengine - INFO - Epoch(train) [196][1700/2503] lr: 1.7503e-01 eta: 9:58:17 time: 0.1643 data_time: 0.0047 loss: 1.9079 03/09 20:33:35 - mmengine - INFO - Epoch(train) [196][1800/2503] lr: 1.7497e-01 eta: 9:58:03 time: 0.1156 data_time: 0.0047 loss: 1.9663 03/09 20:33:49 - mmengine - INFO - Epoch(train) [196][1900/2503] lr: 1.7490e-01 eta: 9:57:49 time: 0.1183 data_time: 0.0050 loss: 2.1151 03/09 20:33:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:34:03 - mmengine - INFO - Epoch(train) [196][2000/2503] lr: 1.7483e-01 eta: 9:57:35 time: 0.1056 data_time: 0.0086 loss: 2.0653 03/09 20:34:17 - mmengine - INFO - Epoch(train) [196][2100/2503] lr: 1.7477e-01 eta: 9:57:21 time: 0.1553 data_time: 0.0047 loss: 1.8542 03/09 20:34:31 - mmengine - INFO - Epoch(train) [196][2200/2503] lr: 1.7470e-01 eta: 9:57:08 time: 0.1531 data_time: 0.0048 loss: 1.8337 03/09 20:34:45 - mmengine - INFO - Epoch(train) [196][2300/2503] lr: 1.7463e-01 eta: 9:56:54 time: 0.1260 data_time: 0.0050 loss: 2.0053 03/09 20:34:59 - mmengine - INFO - Epoch(train) [196][2400/2503] lr: 1.7456e-01 eta: 9:56:40 time: 0.1320 data_time: 0.0044 loss: 1.8949 03/09 20:35:12 - mmengine - INFO - Epoch(train) [196][2500/2503] lr: 1.7450e-01 eta: 9:56:26 time: 0.1051 data_time: 0.0060 loss: 1.9294 03/09 20:35:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:35:13 - mmengine - INFO - Saving checkpoint at 196 epochs 03/09 20:35:39 - mmengine - INFO - Epoch(val) [196][98/98] accuracy/top1: 59.6720 accuracy/top5: 82.5700 03/09 20:35:55 - mmengine - INFO - Epoch(train) [197][ 100/2503] lr: 1.7443e-01 eta: 9:56:13 time: 0.1314 data_time: 0.0056 loss: 2.0474 03/09 20:36:08 - mmengine - INFO - Epoch(train) [197][ 200/2503] lr: 1.7436e-01 eta: 9:55:59 time: 0.1134 data_time: 0.0105 loss: 1.9756 03/09 20:36:22 - mmengine - INFO - Epoch(train) [197][ 300/2503] lr: 1.7429e-01 eta: 9:55:45 time: 0.1227 data_time: 0.0046 loss: 1.9826 03/09 20:36:36 - mmengine - INFO - Epoch(train) [197][ 400/2503] lr: 1.7423e-01 eta: 9:55:31 time: 0.1281 data_time: 0.0046 loss: 2.0359 03/09 20:36:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:36:50 - mmengine - INFO - Epoch(train) [197][ 500/2503] lr: 1.7416e-01 eta: 9:55:17 time: 0.1468 data_time: 0.0050 loss: 1.8088 03/09 20:37:04 - mmengine - INFO - Epoch(train) [197][ 600/2503] lr: 1.7409e-01 eta: 9:55:03 time: 0.1252 data_time: 0.0055 loss: 1.9444 03/09 20:37:17 - mmengine - INFO - Epoch(train) [197][ 700/2503] lr: 1.7403e-01 eta: 9:54:49 time: 0.1134 data_time: 0.0046 loss: 1.9071 03/09 20:37:31 - mmengine - INFO - Epoch(train) [197][ 800/2503] lr: 1.7396e-01 eta: 9:54:35 time: 0.1471 data_time: 0.0046 loss: 1.9370 03/09 20:37:45 - mmengine - INFO - Epoch(train) [197][ 900/2503] lr: 1.7389e-01 eta: 9:54:22 time: 0.1564 data_time: 0.0045 loss: 1.9059 03/09 20:37:59 - mmengine - INFO - Epoch(train) [197][1000/2503] lr: 1.7383e-01 eta: 9:54:08 time: 0.1150 data_time: 0.0050 loss: 1.8804 03/09 20:38:13 - mmengine - INFO - Epoch(train) [197][1100/2503] lr: 1.7376e-01 eta: 9:53:54 time: 0.1281 data_time: 0.0097 loss: 1.9362 03/09 20:38:27 - mmengine - INFO - Epoch(train) [197][1200/2503] lr: 1.7369e-01 eta: 9:53:41 time: 0.1274 data_time: 0.0098 loss: 2.0749 03/09 20:38:41 - mmengine - INFO - Epoch(train) [197][1300/2503] lr: 1.7362e-01 eta: 9:53:27 time: 0.1329 data_time: 0.0048 loss: 1.9413 03/09 20:38:55 - mmengine - INFO - Epoch(train) [197][1400/2503] lr: 1.7356e-01 eta: 9:53:13 time: 0.1262 data_time: 0.0047 loss: 2.0176 03/09 20:38:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:39:08 - mmengine - INFO - Epoch(train) [197][1500/2503] lr: 1.7349e-01 eta: 9:52:59 time: 0.1322 data_time: 0.0057 loss: 1.9493 03/09 20:39:22 - mmengine - INFO - Epoch(train) [197][1600/2503] lr: 1.7342e-01 eta: 9:52:45 time: 0.1585 data_time: 0.0045 loss: 1.8814 03/09 20:39:36 - mmengine - INFO - Epoch(train) [197][1700/2503] lr: 1.7336e-01 eta: 9:52:32 time: 0.1637 data_time: 0.0090 loss: 1.9445 03/09 20:39:50 - mmengine - INFO - Epoch(train) [197][1800/2503] lr: 1.7329e-01 eta: 9:52:18 time: 0.1307 data_time: 0.0103 loss: 2.0413 03/09 20:40:04 - mmengine - INFO - Epoch(train) [197][1900/2503] lr: 1.7322e-01 eta: 9:52:04 time: 0.1295 data_time: 0.0091 loss: 2.0206 03/09 20:40:17 - mmengine - INFO - Epoch(train) [197][2000/2503] lr: 1.7315e-01 eta: 9:51:50 time: 0.1308 data_time: 0.0050 loss: 1.8874 03/09 20:40:31 - mmengine - INFO - Epoch(train) [197][2100/2503] lr: 1.7309e-01 eta: 9:51:36 time: 0.1414 data_time: 0.0182 loss: 1.8448 03/09 20:40:45 - mmengine - INFO - Epoch(train) [197][2200/2503] lr: 1.7302e-01 eta: 9:51:23 time: 0.1175 data_time: 0.0046 loss: 1.9174 03/09 20:40:59 - mmengine - INFO - Epoch(train) [197][2300/2503] lr: 1.7295e-01 eta: 9:51:09 time: 0.1494 data_time: 0.0284 loss: 1.9122 03/09 20:41:13 - mmengine - INFO - Epoch(train) [197][2400/2503] lr: 1.7289e-01 eta: 9:50:55 time: 0.1077 data_time: 0.0048 loss: 2.1517 03/09 20:41:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:41:27 - mmengine - INFO - Epoch(train) [197][2500/2503] lr: 1.7282e-01 eta: 9:50:41 time: 0.1180 data_time: 0.0107 loss: 2.0365 03/09 20:41:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:41:27 - mmengine - INFO - Saving checkpoint at 197 epochs 03/09 20:41:53 - mmengine - INFO - Epoch(val) [197][98/98] accuracy/top1: 59.2440 accuracy/top5: 82.1220 03/09 20:42:09 - mmengine - INFO - Epoch(train) [198][ 100/2503] lr: 1.7275e-01 eta: 9:50:28 time: 0.1348 data_time: 0.0044 loss: 1.8759 03/09 20:42:23 - mmengine - INFO - Epoch(train) [198][ 200/2503] lr: 1.7268e-01 eta: 9:50:14 time: 0.1189 data_time: 0.0050 loss: 1.8940 03/09 20:42:36 - mmengine - INFO - Epoch(train) [198][ 300/2503] lr: 1.7262e-01 eta: 9:50:00 time: 0.1396 data_time: 0.0047 loss: 2.0295 03/09 20:42:51 - mmengine - INFO - Epoch(train) [198][ 400/2503] lr: 1.7255e-01 eta: 9:49:46 time: 0.1518 data_time: 0.0045 loss: 1.9620 03/09 20:43:04 - mmengine - INFO - Epoch(train) [198][ 500/2503] lr: 1.7248e-01 eta: 9:49:32 time: 0.1288 data_time: 0.0046 loss: 2.0769 03/09 20:43:18 - mmengine - INFO - Epoch(train) [198][ 600/2503] lr: 1.7242e-01 eta: 9:49:18 time: 0.1076 data_time: 0.0053 loss: 2.0216 03/09 20:43:32 - mmengine - INFO - Epoch(train) [198][ 700/2503] lr: 1.7235e-01 eta: 9:49:05 time: 0.1218 data_time: 0.0049 loss: 1.9770 03/09 20:43:46 - mmengine - INFO - Epoch(train) [198][ 800/2503] lr: 1.7228e-01 eta: 9:48:51 time: 0.1431 data_time: 0.0045 loss: 1.8642 03/09 20:44:00 - mmengine - INFO - Epoch(train) [198][ 900/2503] lr: 1.7221e-01 eta: 9:48:37 time: 0.1319 data_time: 0.0044 loss: 1.8842 03/09 20:44:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:44:14 - mmengine - INFO - Epoch(train) [198][1000/2503] lr: 1.7215e-01 eta: 9:48:23 time: 0.1367 data_time: 0.0045 loss: 1.9233 03/09 20:44:28 - mmengine - INFO - Epoch(train) [198][1100/2503] lr: 1.7208e-01 eta: 9:48:10 time: 0.1298 data_time: 0.0045 loss: 2.0644 03/09 20:44:42 - mmengine - INFO - Epoch(train) [198][1200/2503] lr: 1.7201e-01 eta: 9:47:56 time: 0.1753 data_time: 0.0046 loss: 1.8286 03/09 20:44:56 - mmengine - INFO - Epoch(train) [198][1300/2503] lr: 1.7195e-01 eta: 9:47:42 time: 0.1489 data_time: 0.0046 loss: 1.9126 03/09 20:45:10 - mmengine - INFO - Epoch(train) [198][1400/2503] lr: 1.7188e-01 eta: 9:47:28 time: 0.1348 data_time: 0.0052 loss: 1.8538 03/09 20:45:24 - mmengine - INFO - Epoch(train) [198][1500/2503] lr: 1.7181e-01 eta: 9:47:15 time: 0.1564 data_time: 0.0050 loss: 1.7855 03/09 20:45:37 - mmengine - INFO - Epoch(train) [198][1600/2503] lr: 1.7175e-01 eta: 9:47:01 time: 0.1223 data_time: 0.0199 loss: 1.9518 03/09 20:45:51 - mmengine - INFO - Epoch(train) [198][1700/2503] lr: 1.7168e-01 eta: 9:46:47 time: 0.1410 data_time: 0.0043 loss: 2.1584 03/09 20:46:05 - mmengine - INFO - Epoch(train) [198][1800/2503] lr: 1.7161e-01 eta: 9:46:33 time: 0.1387 data_time: 0.0296 loss: 1.9323 03/09 20:46:19 - mmengine - INFO - Epoch(train) [198][1900/2503] lr: 1.7154e-01 eta: 9:46:19 time: 0.1412 data_time: 0.0455 loss: 2.0587 03/09 20:46:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:46:32 - mmengine - INFO - Epoch(train) [198][2000/2503] lr: 1.7148e-01 eta: 9:46:05 time: 0.1430 data_time: 0.0217 loss: 1.9173 03/09 20:46:46 - mmengine - INFO - Epoch(train) [198][2100/2503] lr: 1.7141e-01 eta: 9:45:51 time: 0.1104 data_time: 0.0054 loss: 2.1147 03/09 20:47:00 - mmengine - INFO - Epoch(train) [198][2200/2503] lr: 1.7134e-01 eta: 9:45:38 time: 0.1581 data_time: 0.0048 loss: 1.9522 03/09 20:47:14 - mmengine - INFO - Epoch(train) [198][2300/2503] lr: 1.7128e-01 eta: 9:45:24 time: 0.1381 data_time: 0.0313 loss: 1.8546 03/09 20:47:28 - mmengine - INFO - Epoch(train) [198][2400/2503] lr: 1.7121e-01 eta: 9:45:10 time: 0.1101 data_time: 0.0048 loss: 1.9867 03/09 20:47:42 - mmengine - INFO - Epoch(train) [198][2500/2503] lr: 1.7114e-01 eta: 9:44:56 time: 0.1107 data_time: 0.0074 loss: 2.0931 03/09 20:47:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:47:42 - mmengine - INFO - Saving checkpoint at 198 epochs 03/09 20:48:10 - mmengine - INFO - Epoch(val) [198][98/98] accuracy/top1: 60.0480 accuracy/top5: 82.7260 03/09 20:48:25 - mmengine - INFO - Epoch(train) [199][ 100/2503] lr: 1.7107e-01 eta: 9:44:43 time: 0.1475 data_time: 0.0161 loss: 1.8812 03/09 20:48:40 - mmengine - INFO - Epoch(train) [199][ 200/2503] lr: 1.7101e-01 eta: 9:44:30 time: 0.1324 data_time: 0.0048 loss: 2.0562 03/09 20:48:54 - mmengine - INFO - Epoch(train) [199][ 300/2503] lr: 1.7094e-01 eta: 9:44:16 time: 0.1309 data_time: 0.0058 loss: 1.8329 03/09 20:49:08 - mmengine - INFO - Epoch(train) [199][ 400/2503] lr: 1.7087e-01 eta: 9:44:02 time: 0.1357 data_time: 0.0046 loss: 2.0796 03/09 20:49:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:49:22 - mmengine - INFO - Epoch(train) [199][ 500/2503] lr: 1.7080e-01 eta: 9:43:48 time: 0.1192 data_time: 0.0045 loss: 2.0707 03/09 20:49:35 - mmengine - INFO - Epoch(train) [199][ 600/2503] lr: 1.7074e-01 eta: 9:43:34 time: 0.1400 data_time: 0.0179 loss: 1.9425 03/09 20:49:49 - mmengine - INFO - Epoch(train) [199][ 700/2503] lr: 1.7067e-01 eta: 9:43:21 time: 0.1281 data_time: 0.0042 loss: 2.0926 03/09 20:50:03 - mmengine - INFO - Epoch(train) [199][ 800/2503] lr: 1.7060e-01 eta: 9:43:07 time: 0.1656 data_time: 0.0048 loss: 1.9673 03/09 20:50:17 - mmengine - INFO - Epoch(train) [199][ 900/2503] lr: 1.7054e-01 eta: 9:42:53 time: 0.1212 data_time: 0.0049 loss: 2.0181 03/09 20:50:31 - mmengine - INFO - Epoch(train) [199][1000/2503] lr: 1.7047e-01 eta: 9:42:39 time: 0.1070 data_time: 0.0056 loss: 2.0669 03/09 20:50:44 - mmengine - INFO - Epoch(train) [199][1100/2503] lr: 1.7040e-01 eta: 9:42:25 time: 0.1376 data_time: 0.0046 loss: 1.9665 03/09 20:50:58 - mmengine - INFO - Epoch(train) [199][1200/2503] lr: 1.7034e-01 eta: 9:42:11 time: 0.1544 data_time: 0.0053 loss: 1.9556 03/09 20:51:12 - mmengine - INFO - Epoch(train) [199][1300/2503] lr: 1.7027e-01 eta: 9:41:57 time: 0.1186 data_time: 0.0046 loss: 2.0027 03/09 20:51:25 - mmengine - INFO - Epoch(train) [199][1400/2503] lr: 1.7020e-01 eta: 9:41:43 time: 0.1417 data_time: 0.0042 loss: 2.0448 03/09 20:51:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:51:39 - mmengine - INFO - Epoch(train) [199][1500/2503] lr: 1.7013e-01 eta: 9:41:29 time: 0.1263 data_time: 0.0046 loss: 1.8021 03/09 20:51:52 - mmengine - INFO - Epoch(train) [199][1600/2503] lr: 1.7007e-01 eta: 9:41:15 time: 0.1254 data_time: 0.0056 loss: 1.9329 03/09 20:52:06 - mmengine - INFO - Epoch(train) [199][1700/2503] lr: 1.7000e-01 eta: 9:41:02 time: 0.1516 data_time: 0.0046 loss: 1.9743 03/09 20:52:19 - mmengine - INFO - Epoch(train) [199][1800/2503] lr: 1.6993e-01 eta: 9:40:48 time: 0.1230 data_time: 0.0240 loss: 1.9577 03/09 20:52:34 - mmengine - INFO - Epoch(train) [199][1900/2503] lr: 1.6987e-01 eta: 9:40:34 time: 0.2134 data_time: 0.1045 loss: 2.0037 03/09 20:52:48 - mmengine - INFO - Epoch(train) [199][2000/2503] lr: 1.6980e-01 eta: 9:40:20 time: 0.1436 data_time: 0.0050 loss: 2.0200 03/09 20:53:01 - mmengine - INFO - Epoch(train) [199][2100/2503] lr: 1.6973e-01 eta: 9:40:06 time: 0.1148 data_time: 0.0059 loss: 1.9214 03/09 20:53:15 - mmengine - INFO - Epoch(train) [199][2200/2503] lr: 1.6967e-01 eta: 9:39:52 time: 0.1030 data_time: 0.0049 loss: 1.8633 03/09 20:53:29 - mmengine - INFO - Epoch(train) [199][2300/2503] lr: 1.6960e-01 eta: 9:39:39 time: 0.1400 data_time: 0.0045 loss: 1.8523 03/09 20:53:42 - mmengine - INFO - Epoch(train) [199][2400/2503] lr: 1.6953e-01 eta: 9:39:25 time: 0.1160 data_time: 0.0046 loss: 1.9841 03/09 20:53:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:53:55 - mmengine - INFO - Epoch(train) [199][2500/2503] lr: 1.6946e-01 eta: 9:39:10 time: 0.1126 data_time: 0.0057 loss: 2.0442 03/09 20:53:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:53:56 - mmengine - INFO - Saving checkpoint at 199 epochs 03/09 20:54:23 - mmengine - INFO - Epoch(val) [199][98/98] accuracy/top1: 59.5660 accuracy/top5: 82.3660 03/09 20:54:38 - mmengine - INFO - Epoch(train) [200][ 100/2503] lr: 1.6939e-01 eta: 9:38:57 time: 0.1414 data_time: 0.0046 loss: 1.9121 03/09 20:54:52 - mmengine - INFO - Epoch(train) [200][ 200/2503] lr: 1.6933e-01 eta: 9:38:43 time: 0.1276 data_time: 0.0044 loss: 1.9818 03/09 20:55:06 - mmengine - INFO - Epoch(train) [200][ 300/2503] lr: 1.6926e-01 eta: 9:38:30 time: 0.1362 data_time: 0.0133 loss: 2.0051 03/09 20:55:20 - mmengine - INFO - Epoch(train) [200][ 400/2503] lr: 1.6919e-01 eta: 9:38:16 time: 0.1644 data_time: 0.0054 loss: 1.9572 03/09 20:55:34 - mmengine - INFO - Epoch(train) [200][ 500/2503] lr: 1.6913e-01 eta: 9:38:02 time: 0.1913 data_time: 0.0043 loss: 1.8967 03/09 20:55:48 - mmengine - INFO - Epoch(train) [200][ 600/2503] lr: 1.6906e-01 eta: 9:37:48 time: 0.1438 data_time: 0.0044 loss: 1.8180 03/09 20:56:01 - mmengine - INFO - Epoch(train) [200][ 700/2503] lr: 1.6899e-01 eta: 9:37:34 time: 0.1393 data_time: 0.0046 loss: 1.9484 03/09 20:56:15 - mmengine - INFO - Epoch(train) [200][ 800/2503] lr: 1.6893e-01 eta: 9:37:21 time: 0.1486 data_time: 0.0048 loss: 1.8770 03/09 20:56:29 - mmengine - INFO - Epoch(train) [200][ 900/2503] lr: 1.6886e-01 eta: 9:37:07 time: 0.1362 data_time: 0.0050 loss: 1.9118 03/09 20:56:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:56:43 - mmengine - INFO - Epoch(train) [200][1000/2503] lr: 1.6879e-01 eta: 9:36:53 time: 0.1377 data_time: 0.0175 loss: 1.9800 03/09 20:56:57 - mmengine - INFO - Epoch(train) [200][1100/2503] lr: 1.6872e-01 eta: 9:36:39 time: 0.1393 data_time: 0.0044 loss: 2.1385 03/09 20:57:11 - mmengine - INFO - Epoch(train) [200][1200/2503] lr: 1.6866e-01 eta: 9:36:25 time: 0.1514 data_time: 0.0046 loss: 1.8012 03/09 20:57:24 - mmengine - INFO - Epoch(train) [200][1300/2503] lr: 1.6859e-01 eta: 9:36:11 time: 0.1716 data_time: 0.0043 loss: 1.8517 03/09 20:57:38 - mmengine - INFO - Epoch(train) [200][1400/2503] lr: 1.6852e-01 eta: 9:35:57 time: 0.1425 data_time: 0.0042 loss: 1.8424 03/09 20:57:52 - mmengine - INFO - Epoch(train) [200][1500/2503] lr: 1.6846e-01 eta: 9:35:44 time: 0.1355 data_time: 0.0047 loss: 1.9538 03/09 20:58:06 - mmengine - INFO - Epoch(train) [200][1600/2503] lr: 1.6839e-01 eta: 9:35:30 time: 0.1125 data_time: 0.0160 loss: 1.9173 03/09 20:58:19 - mmengine - INFO - Epoch(train) [200][1700/2503] lr: 1.6832e-01 eta: 9:35:16 time: 0.1453 data_time: 0.0044 loss: 1.9480 03/09 20:58:33 - mmengine - INFO - Epoch(train) [200][1800/2503] lr: 1.6826e-01 eta: 9:35:02 time: 0.1309 data_time: 0.0043 loss: 2.0759 03/09 20:58:47 - mmengine - INFO - Epoch(train) [200][1900/2503] lr: 1.6819e-01 eta: 9:34:48 time: 0.1451 data_time: 0.0114 loss: 2.0700 03/09 20:58:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 20:59:01 - mmengine - INFO - Epoch(train) [200][2000/2503] lr: 1.6812e-01 eta: 9:34:34 time: 0.1210 data_time: 0.0044 loss: 1.9521 03/09 20:59:14 - mmengine - INFO - Epoch(train) [200][2100/2503] lr: 1.6805e-01 eta: 9:34:20 time: 0.1242 data_time: 0.0047 loss: 2.1328 03/09 20:59:29 - mmengine - INFO - Epoch(train) [200][2200/2503] lr: 1.6799e-01 eta: 9:34:07 time: 0.1320 data_time: 0.0051 loss: 1.9103 03/09 20:59:42 - mmengine - INFO - Epoch(train) [200][2300/2503] lr: 1.6792e-01 eta: 9:33:53 time: 0.1193 data_time: 0.0179 loss: 2.1363 03/09 20:59:56 - mmengine - INFO - Epoch(train) [200][2400/2503] lr: 1.6785e-01 eta: 9:33:39 time: 0.1269 data_time: 0.0046 loss: 1.9424 03/09 21:00:09 - mmengine - INFO - Epoch(train) [200][2500/2503] lr: 1.6779e-01 eta: 9:33:25 time: 0.1037 data_time: 0.0061 loss: 1.8802 03/09 21:00:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:00:10 - mmengine - INFO - Saving checkpoint at 200 epochs 03/09 21:00:35 - mmengine - INFO - Epoch(val) [200][98/98] accuracy/top1: 57.5480 accuracy/top5: 81.3440 03/09 21:00:51 - mmengine - INFO - Epoch(train) [201][ 100/2503] lr: 1.6772e-01 eta: 9:33:12 time: 0.1058 data_time: 0.0046 loss: 1.9116 03/09 21:01:05 - mmengine - INFO - Epoch(train) [201][ 200/2503] lr: 1.6765e-01 eta: 9:32:58 time: 0.1425 data_time: 0.0045 loss: 1.7538 03/09 21:01:18 - mmengine - INFO - Epoch(train) [201][ 300/2503] lr: 1.6758e-01 eta: 9:32:44 time: 0.1252 data_time: 0.0044 loss: 1.9238 03/09 21:01:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:01:32 - mmengine - INFO - Epoch(train) [201][ 400/2503] lr: 1.6752e-01 eta: 9:32:30 time: 0.1258 data_time: 0.0113 loss: 1.8641 03/09 21:01:46 - mmengine - INFO - Epoch(train) [201][ 500/2503] lr: 1.6745e-01 eta: 9:32:16 time: 0.1572 data_time: 0.0043 loss: 1.8796 03/09 21:02:00 - mmengine - INFO - Epoch(train) [201][ 600/2503] lr: 1.6738e-01 eta: 9:32:02 time: 0.1134 data_time: 0.0048 loss: 1.9588 03/09 21:02:14 - mmengine - INFO - Epoch(train) [201][ 700/2503] lr: 1.6731e-01 eta: 9:31:49 time: 0.1321 data_time: 0.0048 loss: 2.0586 03/09 21:02:27 - mmengine - INFO - Epoch(train) [201][ 800/2503] lr: 1.6725e-01 eta: 9:31:35 time: 0.1308 data_time: 0.0282 loss: 1.7896 03/09 21:02:41 - mmengine - INFO - Epoch(train) [201][ 900/2503] lr: 1.6718e-01 eta: 9:31:21 time: 0.1276 data_time: 0.0049 loss: 1.9399 03/09 21:02:55 - mmengine - INFO - Epoch(train) [201][1000/2503] lr: 1.6711e-01 eta: 9:31:07 time: 0.1476 data_time: 0.0041 loss: 2.0894 03/09 21:03:09 - mmengine - INFO - Epoch(train) [201][1100/2503] lr: 1.6705e-01 eta: 9:30:53 time: 0.1547 data_time: 0.0045 loss: 1.9768 03/09 21:03:23 - mmengine - INFO - Epoch(train) [201][1200/2503] lr: 1.6698e-01 eta: 9:30:40 time: 0.1396 data_time: 0.0050 loss: 1.9848 03/09 21:03:37 - mmengine - INFO - Epoch(train) [201][1300/2503] lr: 1.6691e-01 eta: 9:30:26 time: 0.1602 data_time: 0.0045 loss: 1.8353 03/09 21:03:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:03:51 - mmengine - INFO - Epoch(train) [201][1400/2503] lr: 1.6685e-01 eta: 9:30:12 time: 0.1209 data_time: 0.0046 loss: 2.0106 03/09 21:04:05 - mmengine - INFO - Epoch(train) [201][1500/2503] lr: 1.6678e-01 eta: 9:29:58 time: 0.1601 data_time: 0.0044 loss: 2.0086 03/09 21:04:19 - mmengine - INFO - Epoch(train) [201][1600/2503] lr: 1.6671e-01 eta: 9:29:45 time: 0.1584 data_time: 0.0089 loss: 1.7711 03/09 21:04:33 - mmengine - INFO - Epoch(train) [201][1700/2503] lr: 1.6664e-01 eta: 9:29:31 time: 0.1230 data_time: 0.0050 loss: 1.9468 03/09 21:04:46 - mmengine - INFO - Epoch(train) [201][1800/2503] lr: 1.6658e-01 eta: 9:29:17 time: 0.1281 data_time: 0.0045 loss: 1.8049 03/09 21:05:00 - mmengine - INFO - Epoch(train) [201][1900/2503] lr: 1.6651e-01 eta: 9:29:03 time: 0.1424 data_time: 0.0099 loss: 1.9129 03/09 21:05:14 - mmengine - INFO - Epoch(train) [201][2000/2503] lr: 1.6644e-01 eta: 9:28:50 time: 0.1716 data_time: 0.0047 loss: 1.9400 03/09 21:05:28 - mmengine - INFO - Epoch(train) [201][2100/2503] lr: 1.6638e-01 eta: 9:28:35 time: 0.1404 data_time: 0.0271 loss: 1.9944 03/09 21:05:42 - mmengine - INFO - Epoch(train) [201][2200/2503] lr: 1.6631e-01 eta: 9:28:22 time: 0.1261 data_time: 0.0046 loss: 2.0610 03/09 21:05:55 - mmengine - INFO - Epoch(train) [201][2300/2503] lr: 1.6624e-01 eta: 9:28:08 time: 0.1329 data_time: 0.0048 loss: 1.9800 03/09 21:06:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:06:09 - mmengine - INFO - Epoch(train) [201][2400/2503] lr: 1.6618e-01 eta: 9:27:54 time: 0.1233 data_time: 0.0043 loss: 1.8648 03/09 21:06:23 - mmengine - INFO - Epoch(train) [201][2500/2503] lr: 1.6611e-01 eta: 9:27:40 time: 0.1438 data_time: 0.0477 loss: 1.9946 03/09 21:06:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:06:23 - mmengine - INFO - Saving checkpoint at 201 epochs 03/09 21:06:49 - mmengine - INFO - Epoch(val) [201][98/98] accuracy/top1: 59.1780 accuracy/top5: 82.1640 03/09 21:07:04 - mmengine - INFO - Epoch(train) [202][ 100/2503] lr: 1.6604e-01 eta: 9:27:27 time: 0.1282 data_time: 0.0050 loss: 1.8325 03/09 21:07:18 - mmengine - INFO - Epoch(train) [202][ 200/2503] lr: 1.6597e-01 eta: 9:27:13 time: 0.1694 data_time: 0.0045 loss: 2.1443 03/09 21:07:32 - mmengine - INFO - Epoch(train) [202][ 300/2503] lr: 1.6591e-01 eta: 9:26:59 time: 0.1142 data_time: 0.0048 loss: 1.9497 03/09 21:07:45 - mmengine - INFO - Epoch(train) [202][ 400/2503] lr: 1.6584e-01 eta: 9:26:45 time: 0.1106 data_time: 0.0118 loss: 1.8616 03/09 21:07:59 - mmengine - INFO - Epoch(train) [202][ 500/2503] lr: 1.6577e-01 eta: 9:26:31 time: 0.1339 data_time: 0.0049 loss: 1.8710 03/09 21:08:14 - mmengine - INFO - Epoch(train) [202][ 600/2503] lr: 1.6570e-01 eta: 9:26:18 time: 0.1007 data_time: 0.0053 loss: 1.9648 03/09 21:08:27 - mmengine - INFO - Epoch(train) [202][ 700/2503] lr: 1.6564e-01 eta: 9:26:04 time: 0.1266 data_time: 0.0047 loss: 1.9345 03/09 21:08:41 - mmengine - INFO - Epoch(train) [202][ 800/2503] lr: 1.6557e-01 eta: 9:25:50 time: 0.1479 data_time: 0.0047 loss: 1.9560 03/09 21:08:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:08:55 - mmengine - INFO - Epoch(train) [202][ 900/2503] lr: 1.6550e-01 eta: 9:25:36 time: 0.1442 data_time: 0.0049 loss: 1.9661 03/09 21:09:09 - mmengine - INFO - Epoch(train) [202][1000/2503] lr: 1.6544e-01 eta: 9:25:22 time: 0.1550 data_time: 0.0055 loss: 1.9443 03/09 21:09:23 - mmengine - INFO - Epoch(train) [202][1100/2503] lr: 1.6537e-01 eta: 9:25:08 time: 0.1305 data_time: 0.0049 loss: 1.9754 03/09 21:09:36 - mmengine - INFO - Epoch(train) [202][1200/2503] lr: 1.6530e-01 eta: 9:24:55 time: 0.1259 data_time: 0.0047 loss: 1.8545 03/09 21:09:50 - mmengine - INFO - Epoch(train) [202][1300/2503] lr: 1.6523e-01 eta: 9:24:41 time: 0.1345 data_time: 0.0165 loss: 1.8370 03/09 21:10:04 - mmengine - INFO - Epoch(train) [202][1400/2503] lr: 1.6517e-01 eta: 9:24:27 time: 0.1024 data_time: 0.0047 loss: 2.0139 03/09 21:10:18 - mmengine - INFO - Epoch(train) [202][1500/2503] lr: 1.6510e-01 eta: 9:24:13 time: 0.1281 data_time: 0.0044 loss: 1.9083 03/09 21:10:32 - mmengine - INFO - Epoch(train) [202][1600/2503] lr: 1.6503e-01 eta: 9:23:59 time: 0.1464 data_time: 0.0051 loss: 1.8263 03/09 21:10:46 - mmengine - INFO - Epoch(train) [202][1700/2503] lr: 1.6497e-01 eta: 9:23:46 time: 0.1460 data_time: 0.0052 loss: 1.8621 03/09 21:10:59 - mmengine - INFO - Epoch(train) [202][1800/2503] lr: 1.6490e-01 eta: 9:23:32 time: 0.1286 data_time: 0.0049 loss: 1.9997 03/09 21:11:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:11:13 - mmengine - INFO - Epoch(train) [202][1900/2503] lr: 1.6483e-01 eta: 9:23:18 time: 0.1489 data_time: 0.0054 loss: 1.9322 03/09 21:11:27 - mmengine - INFO - Epoch(train) [202][2000/2503] lr: 1.6477e-01 eta: 9:23:04 time: 0.1599 data_time: 0.0044 loss: 1.9177 03/09 21:11:41 - mmengine - INFO - Epoch(train) [202][2100/2503] lr: 1.6470e-01 eta: 9:22:50 time: 0.1201 data_time: 0.0052 loss: 1.9165 03/09 21:11:55 - mmengine - INFO - Epoch(train) [202][2200/2503] lr: 1.6463e-01 eta: 9:22:36 time: 0.1444 data_time: 0.0044 loss: 1.9075 03/09 21:12:08 - mmengine - INFO - Epoch(train) [202][2300/2503] lr: 1.6456e-01 eta: 9:22:23 time: 0.1531 data_time: 0.0046 loss: 2.0384 03/09 21:12:22 - mmengine - INFO - Epoch(train) [202][2400/2503] lr: 1.6450e-01 eta: 9:22:09 time: 0.1265 data_time: 0.0132 loss: 2.0764 03/09 21:12:36 - mmengine - INFO - Epoch(train) [202][2500/2503] lr: 1.6443e-01 eta: 9:21:55 time: 0.1129 data_time: 0.0066 loss: 2.0240 03/09 21:12:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:12:36 - mmengine - INFO - Saving checkpoint at 202 epochs 03/09 21:13:02 - mmengine - INFO - Epoch(val) [202][98/98] accuracy/top1: 59.6600 accuracy/top5: 82.5520 03/09 21:13:17 - mmengine - INFO - Epoch(train) [203][ 100/2503] lr: 1.6436e-01 eta: 9:21:41 time: 0.1092 data_time: 0.0048 loss: 1.7445 03/09 21:13:31 - mmengine - INFO - Epoch(train) [203][ 200/2503] lr: 1.6429e-01 eta: 9:21:28 time: 0.1278 data_time: 0.0043 loss: 1.8438 03/09 21:13:45 - mmengine - INFO - Epoch(train) [203][ 300/2503] lr: 1.6423e-01 eta: 9:21:14 time: 0.1402 data_time: 0.0053 loss: 1.8098 03/09 21:13:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:13:59 - mmengine - INFO - Epoch(train) [203][ 400/2503] lr: 1.6416e-01 eta: 9:21:00 time: 0.1399 data_time: 0.0096 loss: 1.8753 03/09 21:14:13 - mmengine - INFO - Epoch(train) [203][ 500/2503] lr: 1.6409e-01 eta: 9:20:46 time: 0.1596 data_time: 0.0052 loss: 2.0258 03/09 21:14:27 - mmengine - INFO - Epoch(train) [203][ 600/2503] lr: 1.6403e-01 eta: 9:20:32 time: 0.1488 data_time: 0.0043 loss: 2.0509 03/09 21:14:40 - mmengine - INFO - Epoch(train) [203][ 700/2503] lr: 1.6396e-01 eta: 9:20:18 time: 0.1365 data_time: 0.0051 loss: 2.0881 03/09 21:14:54 - mmengine - INFO - Epoch(train) [203][ 800/2503] lr: 1.6389e-01 eta: 9:20:05 time: 0.1327 data_time: 0.0232 loss: 2.0216 03/09 21:15:08 - mmengine - INFO - Epoch(train) [203][ 900/2503] lr: 1.6383e-01 eta: 9:19:51 time: 0.1557 data_time: 0.0050 loss: 1.9068 03/09 21:15:22 - mmengine - INFO - Epoch(train) [203][1000/2503] lr: 1.6376e-01 eta: 9:19:37 time: 0.1585 data_time: 0.0244 loss: 1.8180 03/09 21:15:35 - mmengine - INFO - Epoch(train) [203][1100/2503] lr: 1.6369e-01 eta: 9:19:23 time: 0.1249 data_time: 0.0110 loss: 1.9220 03/09 21:15:49 - mmengine - INFO - Epoch(train) [203][1200/2503] lr: 1.6362e-01 eta: 9:19:09 time: 0.1209 data_time: 0.0047 loss: 1.8634 03/09 21:16:04 - mmengine - INFO - Epoch(train) [203][1300/2503] lr: 1.6356e-01 eta: 9:18:56 time: 0.1260 data_time: 0.0046 loss: 1.9795 03/09 21:16:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:16:18 - mmengine - INFO - Epoch(train) [203][1400/2503] lr: 1.6349e-01 eta: 9:18:42 time: 0.1710 data_time: 0.0049 loss: 1.9414 03/09 21:16:32 - mmengine - INFO - Epoch(train) [203][1500/2503] lr: 1.6342e-01 eta: 9:18:28 time: 0.1425 data_time: 0.0054 loss: 1.9114 03/09 21:16:46 - mmengine - INFO - Epoch(train) [203][1600/2503] lr: 1.6336e-01 eta: 9:18:14 time: 0.1464 data_time: 0.0049 loss: 1.7037 03/09 21:17:00 - mmengine - INFO - Epoch(train) [203][1700/2503] lr: 1.6329e-01 eta: 9:18:01 time: 0.1331 data_time: 0.0283 loss: 1.8578 03/09 21:17:13 - mmengine - INFO - Epoch(train) [203][1800/2503] lr: 1.6322e-01 eta: 9:17:47 time: 0.1173 data_time: 0.0046 loss: 1.9836 03/09 21:17:27 - mmengine - INFO - Epoch(train) [203][1900/2503] lr: 1.6315e-01 eta: 9:17:33 time: 0.1347 data_time: 0.0047 loss: 1.9387 03/09 21:17:41 - mmengine - INFO - Epoch(train) [203][2000/2503] lr: 1.6309e-01 eta: 9:17:19 time: 0.1152 data_time: 0.0058 loss: 1.9248 03/09 21:17:55 - mmengine - INFO - Epoch(train) [203][2100/2503] lr: 1.6302e-01 eta: 9:17:05 time: 0.1117 data_time: 0.0096 loss: 1.8266 03/09 21:18:09 - mmengine - INFO - Epoch(train) [203][2200/2503] lr: 1.6295e-01 eta: 9:16:52 time: 0.1490 data_time: 0.0048 loss: 1.8673 03/09 21:18:23 - mmengine - INFO - Epoch(train) [203][2300/2503] lr: 1.6289e-01 eta: 9:16:38 time: 0.1467 data_time: 0.0047 loss: 1.9696 03/09 21:18:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:18:37 - mmengine - INFO - Epoch(train) [203][2400/2503] lr: 1.6282e-01 eta: 9:16:24 time: 0.1337 data_time: 0.0044 loss: 2.0014 03/09 21:18:50 - mmengine - INFO - Epoch(train) [203][2500/2503] lr: 1.6275e-01 eta: 9:16:10 time: 0.1212 data_time: 0.0262 loss: 1.9346 03/09 21:18:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:18:51 - mmengine - INFO - Saving checkpoint at 203 epochs 03/09 21:19:18 - mmengine - INFO - Epoch(val) [203][98/98] accuracy/top1: 60.3560 accuracy/top5: 82.9360 03/09 21:19:34 - mmengine - INFO - Epoch(train) [204][ 100/2503] lr: 1.6268e-01 eta: 9:15:57 time: 0.1446 data_time: 0.0048 loss: 2.0579 03/09 21:19:47 - mmengine - INFO - Epoch(train) [204][ 200/2503] lr: 1.6262e-01 eta: 9:15:43 time: 0.1469 data_time: 0.0045 loss: 1.9206 03/09 21:20:01 - mmengine - INFO - Epoch(train) [204][ 300/2503] lr: 1.6255e-01 eta: 9:15:29 time: 0.1505 data_time: 0.0044 loss: 1.9407 03/09 21:20:15 - mmengine - INFO - Epoch(train) [204][ 400/2503] lr: 1.6248e-01 eta: 9:15:15 time: 0.1341 data_time: 0.0045 loss: 1.8258 03/09 21:20:29 - mmengine - INFO - Epoch(train) [204][ 500/2503] lr: 1.6242e-01 eta: 9:15:01 time: 0.1701 data_time: 0.0046 loss: 1.8339 03/09 21:20:43 - mmengine - INFO - Epoch(train) [204][ 600/2503] lr: 1.6235e-01 eta: 9:14:48 time: 0.1325 data_time: 0.0042 loss: 1.8107 03/09 21:20:57 - mmengine - INFO - Epoch(train) [204][ 700/2503] lr: 1.6228e-01 eta: 9:14:34 time: 0.1354 data_time: 0.0053 loss: 1.8838 03/09 21:21:11 - mmengine - INFO - Epoch(train) [204][ 800/2503] lr: 1.6221e-01 eta: 9:14:20 time: 0.1337 data_time: 0.0049 loss: 1.8832 03/09 21:21:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:21:25 - mmengine - INFO - Epoch(train) [204][ 900/2503] lr: 1.6215e-01 eta: 9:14:06 time: 0.1471 data_time: 0.0046 loss: 1.7770 03/09 21:21:39 - mmengine - INFO - Epoch(train) [204][1000/2503] lr: 1.6208e-01 eta: 9:13:52 time: 0.1463 data_time: 0.0043 loss: 1.9687 03/09 21:21:52 - mmengine - INFO - Epoch(train) [204][1100/2503] lr: 1.6201e-01 eta: 9:13:39 time: 0.1265 data_time: 0.0046 loss: 1.9822 03/09 21:22:06 - mmengine - INFO - Epoch(train) [204][1200/2503] lr: 1.6195e-01 eta: 9:13:25 time: 0.1068 data_time: 0.0045 loss: 2.0568 03/09 21:22:20 - mmengine - INFO - Epoch(train) [204][1300/2503] lr: 1.6188e-01 eta: 9:13:11 time: 0.1240 data_time: 0.0049 loss: 1.9338 03/09 21:22:34 - mmengine - INFO - Epoch(train) [204][1400/2503] lr: 1.6181e-01 eta: 9:12:57 time: 0.1343 data_time: 0.0055 loss: 1.9746 03/09 21:22:48 - mmengine - INFO - Epoch(train) [204][1500/2503] lr: 1.6175e-01 eta: 9:12:43 time: 0.1578 data_time: 0.0070 loss: 1.9018 03/09 21:23:02 - mmengine - INFO - Epoch(train) [204][1600/2503] lr: 1.6168e-01 eta: 9:12:30 time: 0.1437 data_time: 0.0045 loss: 1.9425 03/09 21:23:16 - mmengine - INFO - Epoch(train) [204][1700/2503] lr: 1.6161e-01 eta: 9:12:16 time: 0.1339 data_time: 0.0049 loss: 2.0884 03/09 21:23:29 - mmengine - INFO - Epoch(train) [204][1800/2503] lr: 1.6154e-01 eta: 9:12:02 time: 0.1283 data_time: 0.0042 loss: 2.0096 03/09 21:23:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:23:43 - mmengine - INFO - Epoch(train) [204][1900/2503] lr: 1.6148e-01 eta: 9:11:48 time: 0.1266 data_time: 0.0049 loss: 2.0755 03/09 21:23:57 - mmengine - INFO - Epoch(train) [204][2000/2503] lr: 1.6141e-01 eta: 9:11:34 time: 0.1352 data_time: 0.0108 loss: 1.9943 03/09 21:24:11 - mmengine - INFO - Epoch(train) [204][2100/2503] lr: 1.6134e-01 eta: 9:11:21 time: 0.1066 data_time: 0.0045 loss: 1.9093 03/09 21:24:25 - mmengine - INFO - Epoch(train) [204][2200/2503] lr: 1.6128e-01 eta: 9:11:07 time: 0.1481 data_time: 0.0047 loss: 1.9930 03/09 21:24:39 - mmengine - INFO - Epoch(train) [204][2300/2503] lr: 1.6121e-01 eta: 9:10:53 time: 0.1586 data_time: 0.0043 loss: 1.9905 03/09 21:24:53 - mmengine - INFO - Epoch(train) [204][2400/2503] lr: 1.6114e-01 eta: 9:10:39 time: 0.1565 data_time: 0.0044 loss: 2.0915 03/09 21:25:06 - mmengine - INFO - Epoch(train) [204][2500/2503] lr: 1.6107e-01 eta: 9:10:25 time: 0.1095 data_time: 0.0058 loss: 2.0186 03/09 21:25:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:25:07 - mmengine - INFO - Saving checkpoint at 204 epochs 03/09 21:25:32 - mmengine - INFO - Epoch(val) [204][98/98] accuracy/top1: 58.3640 accuracy/top5: 81.8020 03/09 21:25:48 - mmengine - INFO - Epoch(train) [205][ 100/2503] lr: 1.6101e-01 eta: 9:10:12 time: 0.1825 data_time: 0.0048 loss: 1.8972 03/09 21:26:01 - mmengine - INFO - Epoch(train) [205][ 200/2503] lr: 1.6094e-01 eta: 9:09:58 time: 0.1712 data_time: 0.0050 loss: 1.7878 03/09 21:26:15 - mmengine - INFO - Epoch(train) [205][ 300/2503] lr: 1.6087e-01 eta: 9:09:44 time: 0.1941 data_time: 0.0042 loss: 2.0519 03/09 21:26:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:26:29 - mmengine - INFO - Epoch(train) [205][ 400/2503] lr: 1.6080e-01 eta: 9:09:30 time: 0.1334 data_time: 0.0046 loss: 1.9043 03/09 21:26:42 - mmengine - INFO - Epoch(train) [205][ 500/2503] lr: 1.6074e-01 eta: 9:09:16 time: 0.1417 data_time: 0.0046 loss: 1.8275 03/09 21:26:56 - mmengine - INFO - Epoch(train) [205][ 600/2503] lr: 1.6067e-01 eta: 9:09:02 time: 0.1323 data_time: 0.0050 loss: 1.8456 03/09 21:27:10 - mmengine - INFO - Epoch(train) [205][ 700/2503] lr: 1.6060e-01 eta: 9:08:48 time: 0.1226 data_time: 0.0051 loss: 1.9674 03/09 21:27:24 - mmengine - INFO - Epoch(train) [205][ 800/2503] lr: 1.6054e-01 eta: 9:08:34 time: 0.1609 data_time: 0.0046 loss: 1.7962 03/09 21:27:37 - mmengine - INFO - Epoch(train) [205][ 900/2503] lr: 1.6047e-01 eta: 9:08:21 time: 0.1146 data_time: 0.0049 loss: 1.9072 03/09 21:27:51 - mmengine - INFO - Epoch(train) [205][1000/2503] lr: 1.6040e-01 eta: 9:08:07 time: 0.1350 data_time: 0.0056 loss: 1.9445 03/09 21:28:05 - mmengine - INFO - Epoch(train) [205][1100/2503] lr: 1.6034e-01 eta: 9:07:53 time: 0.1465 data_time: 0.0052 loss: 2.1404 03/09 21:28:18 - mmengine - INFO - Epoch(train) [205][1200/2503] lr: 1.6027e-01 eta: 9:07:39 time: 0.1255 data_time: 0.0042 loss: 1.8763 03/09 21:28:32 - mmengine - INFO - Epoch(train) [205][1300/2503] lr: 1.6020e-01 eta: 9:07:25 time: 0.1418 data_time: 0.0051 loss: 1.9523 03/09 21:28:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:28:46 - mmengine - INFO - Epoch(train) [205][1400/2503] lr: 1.6013e-01 eta: 9:07:12 time: 0.1377 data_time: 0.0087 loss: 1.9706 03/09 21:29:00 - mmengine - INFO - Epoch(train) [205][1500/2503] lr: 1.6007e-01 eta: 9:06:58 time: 0.1384 data_time: 0.0049 loss: 1.8113 03/09 21:29:14 - mmengine - INFO - Epoch(train) [205][1600/2503] lr: 1.6000e-01 eta: 9:06:44 time: 0.1194 data_time: 0.0053 loss: 2.0323 03/09 21:29:28 - mmengine - INFO - Epoch(train) [205][1700/2503] lr: 1.5993e-01 eta: 9:06:30 time: 0.1533 data_time: 0.0061 loss: 2.0409 03/09 21:29:41 - mmengine - INFO - Epoch(train) [205][1800/2503] lr: 1.5987e-01 eta: 9:06:16 time: 0.1204 data_time: 0.0046 loss: 2.0460 03/09 21:29:55 - mmengine - INFO - Epoch(train) [205][1900/2503] lr: 1.5980e-01 eta: 9:06:02 time: 0.1601 data_time: 0.0047 loss: 1.8639 03/09 21:30:09 - mmengine - INFO - Epoch(train) [205][2000/2503] lr: 1.5973e-01 eta: 9:05:49 time: 0.1295 data_time: 0.0051 loss: 1.9149 03/09 21:30:23 - mmengine - INFO - Epoch(train) [205][2100/2503] lr: 1.5967e-01 eta: 9:05:35 time: 0.1521 data_time: 0.0047 loss: 1.9722 03/09 21:30:37 - mmengine - INFO - Epoch(train) [205][2200/2503] lr: 1.5960e-01 eta: 9:05:21 time: 0.1310 data_time: 0.0049 loss: 2.0132 03/09 21:30:51 - mmengine - INFO - Epoch(train) [205][2300/2503] lr: 1.5953e-01 eta: 9:05:07 time: 0.1204 data_time: 0.0042 loss: 2.0313 03/09 21:31:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:31:04 - mmengine - INFO - Epoch(train) [205][2400/2503] lr: 1.5946e-01 eta: 9:04:53 time: 0.1255 data_time: 0.0045 loss: 2.0979 03/09 21:31:18 - mmengine - INFO - Epoch(train) [205][2500/2503] lr: 1.5940e-01 eta: 9:04:40 time: 0.1256 data_time: 0.0057 loss: 2.0910 03/09 21:31:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:31:19 - mmengine - INFO - Saving checkpoint at 205 epochs 03/09 21:31:44 - mmengine - INFO - Epoch(val) [205][98/98] accuracy/top1: 59.7820 accuracy/top5: 82.7160 03/09 21:31:59 - mmengine - INFO - Epoch(train) [206][ 100/2503] lr: 1.5933e-01 eta: 9:04:26 time: 0.1239 data_time: 0.0047 loss: 1.7917 03/09 21:32:13 - mmengine - INFO - Epoch(train) [206][ 200/2503] lr: 1.5926e-01 eta: 9:04:12 time: 0.1256 data_time: 0.0052 loss: 1.9158 03/09 21:32:27 - mmengine - INFO - Epoch(train) [206][ 300/2503] lr: 1.5919e-01 eta: 9:03:58 time: 0.1241 data_time: 0.0046 loss: 1.8782 03/09 21:32:41 - mmengine - INFO - Epoch(train) [206][ 400/2503] lr: 1.5913e-01 eta: 9:03:45 time: 0.1894 data_time: 0.0049 loss: 1.8750 03/09 21:32:55 - mmengine - INFO - Epoch(train) [206][ 500/2503] lr: 1.5906e-01 eta: 9:03:31 time: 0.1310 data_time: 0.0055 loss: 1.9512 03/09 21:33:09 - mmengine - INFO - Epoch(train) [206][ 600/2503] lr: 1.5899e-01 eta: 9:03:17 time: 0.1162 data_time: 0.0057 loss: 1.7960 03/09 21:33:22 - mmengine - INFO - Epoch(train) [206][ 700/2503] lr: 1.5893e-01 eta: 9:03:03 time: 0.1185 data_time: 0.0051 loss: 1.9195 03/09 21:33:36 - mmengine - INFO - Epoch(train) [206][ 800/2503] lr: 1.5886e-01 eta: 9:02:49 time: 0.1143 data_time: 0.0056 loss: 1.8683 03/09 21:33:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:33:49 - mmengine - INFO - Epoch(train) [206][ 900/2503] lr: 1.5879e-01 eta: 9:02:35 time: 0.1213 data_time: 0.0047 loss: 1.8778 03/09 21:34:03 - mmengine - INFO - Epoch(train) [206][1000/2503] lr: 1.5872e-01 eta: 9:02:21 time: 0.1274 data_time: 0.0055 loss: 2.0565 03/09 21:34:17 - mmengine - INFO - Epoch(train) [206][1100/2503] lr: 1.5866e-01 eta: 9:02:07 time: 0.1096 data_time: 0.0047 loss: 2.0162 03/09 21:34:30 - mmengine - INFO - Epoch(train) [206][1200/2503] lr: 1.5859e-01 eta: 9:01:53 time: 0.1274 data_time: 0.0042 loss: 1.9287 03/09 21:34:44 - mmengine - INFO - Epoch(train) [206][1300/2503] lr: 1.5852e-01 eta: 9:01:40 time: 0.1212 data_time: 0.0043 loss: 2.0100 03/09 21:34:58 - mmengine - INFO - Epoch(train) [206][1400/2503] lr: 1.5846e-01 eta: 9:01:26 time: 0.1359 data_time: 0.0040 loss: 1.9645 03/09 21:35:12 - mmengine - INFO - Epoch(train) [206][1500/2503] lr: 1.5839e-01 eta: 9:01:12 time: 0.1377 data_time: 0.0046 loss: 2.0232 03/09 21:35:26 - mmengine - INFO - Epoch(train) [206][1600/2503] lr: 1.5832e-01 eta: 9:00:59 time: 0.1244 data_time: 0.0049 loss: 1.9848 03/09 21:35:41 - mmengine - INFO - Epoch(train) [206][1700/2503] lr: 1.5826e-01 eta: 9:00:45 time: 0.1619 data_time: 0.0050 loss: 1.8854 03/09 21:35:54 - mmengine - INFO - Epoch(train) [206][1800/2503] lr: 1.5819e-01 eta: 9:00:31 time: 0.1425 data_time: 0.0047 loss: 2.0206 03/09 21:36:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:36:08 - mmengine - INFO - Epoch(train) [206][1900/2503] lr: 1.5812e-01 eta: 9:00:17 time: 0.1266 data_time: 0.0045 loss: 1.9740 03/09 21:36:22 - mmengine - INFO - Epoch(train) [206][2000/2503] lr: 1.5805e-01 eta: 9:00:03 time: 0.1073 data_time: 0.0051 loss: 1.8770 03/09 21:36:36 - mmengine - INFO - Epoch(train) [206][2100/2503] lr: 1.5799e-01 eta: 8:59:49 time: 0.1283 data_time: 0.0045 loss: 2.1928 03/09 21:36:49 - mmengine - INFO - Epoch(train) [206][2200/2503] lr: 1.5792e-01 eta: 8:59:35 time: 0.1186 data_time: 0.0051 loss: 1.9794 03/09 21:37:03 - mmengine - INFO - Epoch(train) [206][2300/2503] lr: 1.5785e-01 eta: 8:59:22 time: 0.1500 data_time: 0.0043 loss: 1.9914 03/09 21:37:16 - mmengine - INFO - Epoch(train) [206][2400/2503] lr: 1.5779e-01 eta: 8:59:08 time: 0.1263 data_time: 0.0042 loss: 1.9525 03/09 21:37:30 - mmengine - INFO - Epoch(train) [206][2500/2503] lr: 1.5772e-01 eta: 8:58:54 time: 0.1156 data_time: 0.0056 loss: 1.9884 03/09 21:37:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:37:31 - mmengine - INFO - Saving checkpoint at 206 epochs 03/09 21:37:58 - mmengine - INFO - Epoch(val) [206][98/98] accuracy/top1: 59.7060 accuracy/top5: 82.4420 03/09 21:38:13 - mmengine - INFO - Epoch(train) [207][ 100/2503] lr: 1.5765e-01 eta: 8:58:40 time: 0.1391 data_time: 0.0045 loss: 1.8697 03/09 21:38:27 - mmengine - INFO - Epoch(train) [207][ 200/2503] lr: 1.5758e-01 eta: 8:58:26 time: 0.1070 data_time: 0.0048 loss: 1.8873 03/09 21:38:41 - mmengine - INFO - Epoch(train) [207][ 300/2503] lr: 1.5752e-01 eta: 8:58:13 time: 0.1389 data_time: 0.0050 loss: 1.9674 03/09 21:38:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:38:55 - mmengine - INFO - Epoch(train) [207][ 400/2503] lr: 1.5745e-01 eta: 8:57:59 time: 0.1478 data_time: 0.0045 loss: 1.9776 03/09 21:39:09 - mmengine - INFO - Epoch(train) [207][ 500/2503] lr: 1.5738e-01 eta: 8:57:45 time: 0.1155 data_time: 0.0049 loss: 1.8916 03/09 21:39:23 - mmengine - INFO - Epoch(train) [207][ 600/2503] lr: 1.5731e-01 eta: 8:57:31 time: 0.1429 data_time: 0.0054 loss: 1.9488 03/09 21:39:37 - mmengine - INFO - Epoch(train) [207][ 700/2503] lr: 1.5725e-01 eta: 8:57:18 time: 0.1387 data_time: 0.0046 loss: 1.9807 03/09 21:39:51 - mmengine - INFO - Epoch(train) [207][ 800/2503] lr: 1.5718e-01 eta: 8:57:04 time: 0.1099 data_time: 0.0043 loss: 1.9193 03/09 21:40:04 - mmengine - INFO - Epoch(train) [207][ 900/2503] lr: 1.5711e-01 eta: 8:56:50 time: 0.1429 data_time: 0.0044 loss: 1.8762 03/09 21:40:18 - mmengine - INFO - Epoch(train) [207][1000/2503] lr: 1.5705e-01 eta: 8:56:36 time: 0.1434 data_time: 0.0050 loss: 1.9481 03/09 21:40:32 - mmengine - INFO - Epoch(train) [207][1100/2503] lr: 1.5698e-01 eta: 8:56:22 time: 0.1328 data_time: 0.0043 loss: 1.9679 03/09 21:40:46 - mmengine - INFO - Epoch(train) [207][1200/2503] lr: 1.5691e-01 eta: 8:56:08 time: 0.1553 data_time: 0.0045 loss: 2.1029 03/09 21:40:59 - mmengine - INFO - Epoch(train) [207][1300/2503] lr: 1.5685e-01 eta: 8:55:55 time: 0.1340 data_time: 0.0050 loss: 1.9666 03/09 21:41:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:41:13 - mmengine - INFO - Epoch(train) [207][1400/2503] lr: 1.5678e-01 eta: 8:55:41 time: 0.1395 data_time: 0.0042 loss: 1.9785 03/09 21:41:27 - mmengine - INFO - Epoch(train) [207][1500/2503] lr: 1.5671e-01 eta: 8:55:27 time: 0.1169 data_time: 0.0138 loss: 2.0389 03/09 21:41:40 - mmengine - INFO - Epoch(train) [207][1600/2503] lr: 1.5664e-01 eta: 8:55:13 time: 0.1145 data_time: 0.0046 loss: 1.8675 03/09 21:41:54 - mmengine - INFO - Epoch(train) [207][1700/2503] lr: 1.5658e-01 eta: 8:54:59 time: 0.1015 data_time: 0.0051 loss: 1.9906 03/09 21:42:08 - mmengine - INFO - Epoch(train) [207][1800/2503] lr: 1.5651e-01 eta: 8:54:46 time: 0.1584 data_time: 0.0054 loss: 1.9486 03/09 21:42:22 - mmengine - INFO - Epoch(train) [207][1900/2503] lr: 1.5644e-01 eta: 8:54:32 time: 0.1519 data_time: 0.0041 loss: 1.8577 03/09 21:42:36 - mmengine - INFO - Epoch(train) [207][2000/2503] lr: 1.5638e-01 eta: 8:54:18 time: 0.1497 data_time: 0.0048 loss: 2.0515 03/09 21:42:50 - mmengine - INFO - Epoch(train) [207][2100/2503] lr: 1.5631e-01 eta: 8:54:04 time: 0.1235 data_time: 0.0052 loss: 1.9257 03/09 21:43:04 - mmengine - INFO - Epoch(train) [207][2200/2503] lr: 1.5624e-01 eta: 8:53:50 time: 0.1497 data_time: 0.0045 loss: 1.9307 03/09 21:43:17 - mmengine - INFO - Epoch(train) [207][2300/2503] lr: 1.5618e-01 eta: 8:53:36 time: 0.1201 data_time: 0.0046 loss: 1.8515 03/09 21:43:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:43:31 - mmengine - INFO - Epoch(train) [207][2400/2503] lr: 1.5611e-01 eta: 8:53:23 time: 0.1485 data_time: 0.0052 loss: 1.7787 03/09 21:43:45 - mmengine - INFO - Epoch(train) [207][2500/2503] lr: 1.5604e-01 eta: 8:53:09 time: 0.1053 data_time: 0.0051 loss: 1.9093 03/09 21:43:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:43:45 - mmengine - INFO - Saving checkpoint at 207 epochs 03/09 21:44:13 - mmengine - INFO - Epoch(val) [207][98/98] accuracy/top1: 59.4420 accuracy/top5: 82.6040 03/09 21:44:28 - mmengine - INFO - Epoch(train) [208][ 100/2503] lr: 1.5597e-01 eta: 8:52:55 time: 0.1071 data_time: 0.0054 loss: 1.9878 03/09 21:44:42 - mmengine - INFO - Epoch(train) [208][ 200/2503] lr: 1.5591e-01 eta: 8:52:41 time: 0.1229 data_time: 0.0064 loss: 1.8731 03/09 21:44:56 - mmengine - INFO - Epoch(train) [208][ 300/2503] lr: 1.5584e-01 eta: 8:52:27 time: 0.1103 data_time: 0.0052 loss: 1.8872 03/09 21:45:09 - mmengine - INFO - Epoch(train) [208][ 400/2503] lr: 1.5577e-01 eta: 8:52:13 time: 0.1395 data_time: 0.0049 loss: 1.9143 03/09 21:45:23 - mmengine - INFO - Epoch(train) [208][ 500/2503] lr: 1.5570e-01 eta: 8:52:00 time: 0.1440 data_time: 0.0052 loss: 2.0567 03/09 21:45:37 - mmengine - INFO - Epoch(train) [208][ 600/2503] lr: 1.5564e-01 eta: 8:51:46 time: 0.1176 data_time: 0.0051 loss: 1.8352 03/09 21:45:50 - mmengine - INFO - Epoch(train) [208][ 700/2503] lr: 1.5557e-01 eta: 8:51:32 time: 0.1059 data_time: 0.0049 loss: 2.0179 03/09 21:46:04 - mmengine - INFO - Epoch(train) [208][ 800/2503] lr: 1.5550e-01 eta: 8:51:18 time: 0.1321 data_time: 0.0106 loss: 1.8549 03/09 21:46:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:46:18 - mmengine - INFO - Epoch(train) [208][ 900/2503] lr: 1.5544e-01 eta: 8:51:04 time: 0.1451 data_time: 0.0048 loss: 1.9563 03/09 21:46:32 - mmengine - INFO - Epoch(train) [208][1000/2503] lr: 1.5537e-01 eta: 8:50:50 time: 0.1442 data_time: 0.0047 loss: 1.9575 03/09 21:46:46 - mmengine - INFO - Epoch(train) [208][1100/2503] lr: 1.5530e-01 eta: 8:50:37 time: 0.1332 data_time: 0.0046 loss: 2.0492 03/09 21:46:59 - mmengine - INFO - Epoch(train) [208][1200/2503] lr: 1.5523e-01 eta: 8:50:23 time: 0.1102 data_time: 0.0046 loss: 2.0356 03/09 21:47:13 - mmengine - INFO - Epoch(train) [208][1300/2503] lr: 1.5517e-01 eta: 8:50:09 time: 0.1097 data_time: 0.0053 loss: 1.8274 03/09 21:47:27 - mmengine - INFO - Epoch(train) [208][1400/2503] lr: 1.5510e-01 eta: 8:49:55 time: 0.1256 data_time: 0.0046 loss: 1.8888 03/09 21:47:41 - mmengine - INFO - Epoch(train) [208][1500/2503] lr: 1.5503e-01 eta: 8:49:41 time: 0.1389 data_time: 0.0050 loss: 1.8252 03/09 21:47:55 - mmengine - INFO - Epoch(train) [208][1600/2503] lr: 1.5497e-01 eta: 8:49:27 time: 0.1277 data_time: 0.0048 loss: 1.9310 03/09 21:48:08 - mmengine - INFO - Epoch(train) [208][1700/2503] lr: 1.5490e-01 eta: 8:49:14 time: 0.1077 data_time: 0.0050 loss: 2.0439 03/09 21:48:22 - mmengine - INFO - Epoch(train) [208][1800/2503] lr: 1.5483e-01 eta: 8:49:00 time: 0.1183 data_time: 0.0045 loss: 1.8994 03/09 21:48:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:48:36 - mmengine - INFO - Epoch(train) [208][1900/2503] lr: 1.5477e-01 eta: 8:48:46 time: 0.1714 data_time: 0.0083 loss: 1.8423 03/09 21:48:50 - mmengine - INFO - Epoch(train) [208][2000/2503] lr: 1.5470e-01 eta: 8:48:32 time: 0.1194 data_time: 0.0044 loss: 1.7743 03/09 21:49:04 - mmengine - INFO - Epoch(train) [208][2100/2503] lr: 1.5463e-01 eta: 8:48:18 time: 0.1232 data_time: 0.0049 loss: 1.8182 03/09 21:49:18 - mmengine - INFO - Epoch(train) [208][2200/2503] lr: 1.5456e-01 eta: 8:48:05 time: 0.1196 data_time: 0.0053 loss: 1.9194 03/09 21:49:32 - mmengine - INFO - Epoch(train) [208][2300/2503] lr: 1.5450e-01 eta: 8:47:51 time: 0.1329 data_time: 0.0284 loss: 1.8755 03/09 21:49:46 - mmengine - INFO - Epoch(train) [208][2400/2503] lr: 1.5443e-01 eta: 8:47:37 time: 0.1456 data_time: 0.0170 loss: 1.9871 03/09 21:50:00 - mmengine - INFO - Epoch(train) [208][2500/2503] lr: 1.5436e-01 eta: 8:47:23 time: 0.1484 data_time: 0.0056 loss: 2.0725 03/09 21:50:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:50:00 - mmengine - INFO - Saving checkpoint at 208 epochs 03/09 21:50:27 - mmengine - INFO - Epoch(val) [208][98/98] accuracy/top1: 59.4220 accuracy/top5: 82.3920 03/09 21:50:43 - mmengine - INFO - Epoch(train) [209][ 100/2503] lr: 1.5429e-01 eta: 8:47:10 time: 0.1056 data_time: 0.0058 loss: 1.7692 03/09 21:50:57 - mmengine - INFO - Epoch(train) [209][ 200/2503] lr: 1.5423e-01 eta: 8:46:56 time: 0.1226 data_time: 0.0056 loss: 2.0005 03/09 21:51:11 - mmengine - INFO - Epoch(train) [209][ 300/2503] lr: 1.5416e-01 eta: 8:46:42 time: 0.1304 data_time: 0.0055 loss: 2.0230 03/09 21:51:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:51:25 - mmengine - INFO - Epoch(train) [209][ 400/2503] lr: 1.5409e-01 eta: 8:46:29 time: 0.1422 data_time: 0.0043 loss: 2.0200 03/09 21:51:39 - mmengine - INFO - Epoch(train) [209][ 500/2503] lr: 1.5403e-01 eta: 8:46:15 time: 0.1596 data_time: 0.0050 loss: 1.8988 03/09 21:51:53 - mmengine - INFO - Epoch(train) [209][ 600/2503] lr: 1.5396e-01 eta: 8:46:01 time: 0.1516 data_time: 0.0050 loss: 1.8841 03/09 21:52:07 - mmengine - INFO - Epoch(train) [209][ 700/2503] lr: 1.5389e-01 eta: 8:45:47 time: 0.1031 data_time: 0.0044 loss: 1.8916 03/09 21:52:21 - mmengine - INFO - Epoch(train) [209][ 800/2503] lr: 1.5383e-01 eta: 8:45:34 time: 0.1015 data_time: 0.0047 loss: 1.9872 03/09 21:52:35 - mmengine - INFO - Epoch(train) [209][ 900/2503] lr: 1.5376e-01 eta: 8:45:20 time: 0.1295 data_time: 0.0042 loss: 1.7969 03/09 21:52:49 - mmengine - INFO - Epoch(train) [209][1000/2503] lr: 1.5369e-01 eta: 8:45:06 time: 0.1369 data_time: 0.0046 loss: 1.9371 03/09 21:53:04 - mmengine - INFO - Epoch(train) [209][1100/2503] lr: 1.5362e-01 eta: 8:44:53 time: 0.1394 data_time: 0.0054 loss: 1.9879 03/09 21:53:17 - mmengine - INFO - Epoch(train) [209][1200/2503] lr: 1.5356e-01 eta: 8:44:39 time: 0.1339 data_time: 0.0048 loss: 1.7904 03/09 21:53:31 - mmengine - INFO - Epoch(train) [209][1300/2503] lr: 1.5349e-01 eta: 8:44:25 time: 0.1394 data_time: 0.0049 loss: 1.9794 03/09 21:53:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:53:45 - mmengine - INFO - Epoch(train) [209][1400/2503] lr: 1.5342e-01 eta: 8:44:11 time: 0.1507 data_time: 0.0044 loss: 1.9821 03/09 21:53:59 - mmengine - INFO - Epoch(train) [209][1500/2503] lr: 1.5336e-01 eta: 8:43:58 time: 0.1313 data_time: 0.0050 loss: 1.9060 03/09 21:54:13 - mmengine - INFO - Epoch(train) [209][1600/2503] lr: 1.5329e-01 eta: 8:43:44 time: 0.1375 data_time: 0.0046 loss: 1.8465 03/09 21:54:27 - mmengine - INFO - Epoch(train) [209][1700/2503] lr: 1.5322e-01 eta: 8:43:30 time: 0.1389 data_time: 0.0046 loss: 1.8950 03/09 21:54:41 - mmengine - INFO - Epoch(train) [209][1800/2503] lr: 1.5315e-01 eta: 8:43:16 time: 0.1084 data_time: 0.0044 loss: 1.9420 03/09 21:54:54 - mmengine - INFO - Epoch(train) [209][1900/2503] lr: 1.5309e-01 eta: 8:43:02 time: 0.1703 data_time: 0.0046 loss: 2.0121 03/09 21:55:08 - mmengine - INFO - Epoch(train) [209][2000/2503] lr: 1.5302e-01 eta: 8:42:49 time: 0.1226 data_time: 0.0050 loss: 1.7901 03/09 21:55:22 - mmengine - INFO - Epoch(train) [209][2100/2503] lr: 1.5295e-01 eta: 8:42:35 time: 0.1437 data_time: 0.0043 loss: 2.0360 03/09 21:55:35 - mmengine - INFO - Epoch(train) [209][2200/2503] lr: 1.5289e-01 eta: 8:42:21 time: 0.1538 data_time: 0.0044 loss: 1.7831 03/09 21:55:49 - mmengine - INFO - Epoch(train) [209][2300/2503] lr: 1.5282e-01 eta: 8:42:07 time: 0.1430 data_time: 0.0043 loss: 1.8609 03/09 21:55:59 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:56:03 - mmengine - INFO - Epoch(train) [209][2400/2503] lr: 1.5275e-01 eta: 8:41:53 time: 0.1269 data_time: 0.0053 loss: 2.1000 03/09 21:56:16 - mmengine - INFO - Epoch(train) [209][2500/2503] lr: 1.5269e-01 eta: 8:41:39 time: 0.1367 data_time: 0.0061 loss: 1.8578 03/09 21:56:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:56:17 - mmengine - INFO - Saving checkpoint at 209 epochs 03/09 21:56:44 - mmengine - INFO - Epoch(val) [209][98/98] accuracy/top1: 58.3460 accuracy/top5: 81.8720 03/09 21:56:59 - mmengine - INFO - Epoch(train) [210][ 100/2503] lr: 1.5262e-01 eta: 8:41:26 time: 0.1724 data_time: 0.0047 loss: 1.8188 03/09 21:57:13 - mmengine - INFO - Epoch(train) [210][ 200/2503] lr: 1.5255e-01 eta: 8:41:12 time: 0.1632 data_time: 0.0043 loss: 1.8784 03/09 21:57:27 - mmengine - INFO - Epoch(train) [210][ 300/2503] lr: 1.5248e-01 eta: 8:40:58 time: 0.1174 data_time: 0.0044 loss: 1.9688 03/09 21:57:41 - mmengine - INFO - Epoch(train) [210][ 400/2503] lr: 1.5242e-01 eta: 8:40:44 time: 0.1563 data_time: 0.0046 loss: 1.9473 03/09 21:57:55 - mmengine - INFO - Epoch(train) [210][ 500/2503] lr: 1.5235e-01 eta: 8:40:31 time: 0.1164 data_time: 0.0045 loss: 1.9661 03/09 21:58:09 - mmengine - INFO - Epoch(train) [210][ 600/2503] lr: 1.5228e-01 eta: 8:40:17 time: 0.1569 data_time: 0.0042 loss: 1.8693 03/09 21:58:23 - mmengine - INFO - Epoch(train) [210][ 700/2503] lr: 1.5221e-01 eta: 8:40:03 time: 0.1376 data_time: 0.0047 loss: 1.9075 03/09 21:58:36 - mmengine - INFO - Epoch(train) [210][ 800/2503] lr: 1.5215e-01 eta: 8:39:49 time: 0.1432 data_time: 0.0089 loss: 1.8993 03/09 21:58:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 21:58:51 - mmengine - INFO - Epoch(train) [210][ 900/2503] lr: 1.5208e-01 eta: 8:39:35 time: 0.1713 data_time: 0.0047 loss: 1.9049 03/09 21:59:04 - mmengine - INFO - Epoch(train) [210][1000/2503] lr: 1.5201e-01 eta: 8:39:22 time: 0.1540 data_time: 0.0046 loss: 1.9309 03/09 21:59:18 - mmengine - INFO - Epoch(train) [210][1100/2503] lr: 1.5195e-01 eta: 8:39:08 time: 0.1374 data_time: 0.0046 loss: 1.8460 03/09 21:59:32 - mmengine - INFO - Epoch(train) [210][1200/2503] lr: 1.5188e-01 eta: 8:38:54 time: 0.1210 data_time: 0.0050 loss: 2.0051 03/09 21:59:45 - mmengine - INFO - Epoch(train) [210][1300/2503] lr: 1.5181e-01 eta: 8:38:40 time: 0.1147 data_time: 0.0043 loss: 1.9856 03/09 22:00:00 - mmengine - INFO - Epoch(train) [210][1400/2503] lr: 1.5175e-01 eta: 8:38:26 time: 0.1510 data_time: 0.0043 loss: 2.0253 03/09 22:00:13 - mmengine - INFO - Epoch(train) [210][1500/2503] lr: 1.5168e-01 eta: 8:38:13 time: 0.1271 data_time: 0.0042 loss: 1.9575 03/09 22:00:27 - mmengine - INFO - Epoch(train) [210][1600/2503] lr: 1.5161e-01 eta: 8:37:59 time: 0.1303 data_time: 0.0266 loss: 1.7297 03/09 22:00:41 - mmengine - INFO - Epoch(train) [210][1700/2503] lr: 1.5154e-01 eta: 8:37:45 time: 0.1395 data_time: 0.0048 loss: 1.8312 03/09 22:00:55 - mmengine - INFO - Epoch(train) [210][1800/2503] lr: 1.5148e-01 eta: 8:37:31 time: 0.1514 data_time: 0.0044 loss: 1.9395 03/09 22:01:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:01:08 - mmengine - INFO - Epoch(train) [210][1900/2503] lr: 1.5141e-01 eta: 8:37:17 time: 0.1446 data_time: 0.0052 loss: 2.0182 03/09 22:01:22 - mmengine - INFO - Epoch(train) [210][2000/2503] lr: 1.5134e-01 eta: 8:37:04 time: 0.1399 data_time: 0.0044 loss: 1.8382 03/09 22:01:36 - mmengine - INFO - Epoch(train) [210][2100/2503] lr: 1.5128e-01 eta: 8:36:50 time: 0.1113 data_time: 0.0049 loss: 1.9474 03/09 22:01:50 - mmengine - INFO - Epoch(train) [210][2200/2503] lr: 1.5121e-01 eta: 8:36:36 time: 0.1583 data_time: 0.0047 loss: 1.9128 03/09 22:02:04 - mmengine - INFO - Epoch(train) [210][2300/2503] lr: 1.5114e-01 eta: 8:36:22 time: 0.1293 data_time: 0.0057 loss: 1.9145 03/09 22:02:18 - mmengine - INFO - Epoch(train) [210][2400/2503] lr: 1.5107e-01 eta: 8:36:08 time: 0.1368 data_time: 0.0056 loss: 1.9079 03/09 22:02:31 - mmengine - INFO - Epoch(train) [210][2500/2503] lr: 1.5101e-01 eta: 8:35:54 time: 0.1000 data_time: 0.0052 loss: 1.8918 03/09 22:02:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:02:32 - mmengine - INFO - Saving checkpoint at 210 epochs 03/09 22:02:59 - mmengine - INFO - Epoch(val) [210][98/98] accuracy/top1: 60.0400 accuracy/top5: 82.8740 03/09 22:03:14 - mmengine - INFO - Epoch(train) [211][ 100/2503] lr: 1.5094e-01 eta: 8:35:41 time: 0.1449 data_time: 0.0345 loss: 1.9806 03/09 22:03:28 - mmengine - INFO - Epoch(train) [211][ 200/2503] lr: 1.5087e-01 eta: 8:35:27 time: 0.1019 data_time: 0.0045 loss: 1.8571 03/09 22:03:41 - mmengine - INFO - Epoch(train) [211][ 300/2503] lr: 1.5080e-01 eta: 8:35:13 time: 0.1624 data_time: 0.0046 loss: 1.9021 03/09 22:03:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:03:55 - mmengine - INFO - Epoch(train) [211][ 400/2503] lr: 1.5074e-01 eta: 8:34:59 time: 0.1230 data_time: 0.0046 loss: 1.8848 03/09 22:04:09 - mmengine - INFO - Epoch(train) [211][ 500/2503] lr: 1.5067e-01 eta: 8:34:46 time: 0.1421 data_time: 0.0044 loss: 2.1596 03/09 22:04:23 - mmengine - INFO - Epoch(train) [211][ 600/2503] lr: 1.5060e-01 eta: 8:34:32 time: 0.1704 data_time: 0.0046 loss: 1.9238 03/09 22:04:37 - mmengine - INFO - Epoch(train) [211][ 700/2503] lr: 1.5054e-01 eta: 8:34:18 time: 0.1265 data_time: 0.0044 loss: 1.9026 03/09 22:04:50 - mmengine - INFO - Epoch(train) [211][ 800/2503] lr: 1.5047e-01 eta: 8:34:04 time: 0.1403 data_time: 0.0052 loss: 1.8986 03/09 22:05:04 - mmengine - INFO - Epoch(train) [211][ 900/2503] lr: 1.5040e-01 eta: 8:33:50 time: 0.1028 data_time: 0.0048 loss: 2.0241 03/09 22:05:18 - mmengine - INFO - Epoch(train) [211][1000/2503] lr: 1.5034e-01 eta: 8:33:37 time: 0.0994 data_time: 0.0047 loss: 2.0134 03/09 22:05:33 - mmengine - INFO - Epoch(train) [211][1100/2503] lr: 1.5027e-01 eta: 8:33:23 time: 0.1572 data_time: 0.0045 loss: 1.7616 03/09 22:05:46 - mmengine - INFO - Epoch(train) [211][1200/2503] lr: 1.5020e-01 eta: 8:33:09 time: 0.1217 data_time: 0.0048 loss: 1.9797 03/09 22:06:00 - mmengine - INFO - Epoch(train) [211][1300/2503] lr: 1.5013e-01 eta: 8:32:55 time: 0.1346 data_time: 0.0055 loss: 2.2024 03/09 22:06:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:06:14 - mmengine - INFO - Epoch(train) [211][1400/2503] lr: 1.5007e-01 eta: 8:32:41 time: 0.1461 data_time: 0.0046 loss: 1.9979 03/09 22:06:28 - mmengine - INFO - Epoch(train) [211][1500/2503] lr: 1.5000e-01 eta: 8:32:28 time: 0.1575 data_time: 0.0055 loss: 1.9224 03/09 22:06:42 - mmengine - INFO - Epoch(train) [211][1600/2503] lr: 1.4993e-01 eta: 8:32:14 time: 0.1384 data_time: 0.0048 loss: 1.9129 03/09 22:06:56 - mmengine - INFO - Epoch(train) [211][1700/2503] lr: 1.4987e-01 eta: 8:32:00 time: 0.1527 data_time: 0.0435 loss: 2.0027 03/09 22:07:10 - mmengine - INFO - Epoch(train) [211][1800/2503] lr: 1.4980e-01 eta: 8:31:47 time: 0.1205 data_time: 0.0049 loss: 1.8514 03/09 22:07:24 - mmengine - INFO - Epoch(train) [211][1900/2503] lr: 1.4973e-01 eta: 8:31:33 time: 0.1250 data_time: 0.0213 loss: 1.9058 03/09 22:07:37 - mmengine - INFO - Epoch(train) [211][2000/2503] lr: 1.4967e-01 eta: 8:31:19 time: 0.1335 data_time: 0.0045 loss: 1.8331 03/09 22:07:51 - mmengine - INFO - Epoch(train) [211][2100/2503] lr: 1.4960e-01 eta: 8:31:05 time: 0.1320 data_time: 0.0147 loss: 1.9660 03/09 22:08:06 - mmengine - INFO - Epoch(train) [211][2200/2503] lr: 1.4953e-01 eta: 8:30:51 time: 0.1363 data_time: 0.0051 loss: 1.9941 03/09 22:08:20 - mmengine - INFO - Epoch(train) [211][2300/2503] lr: 1.4946e-01 eta: 8:30:38 time: 0.1431 data_time: 0.0043 loss: 1.8623 03/09 22:08:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:08:33 - mmengine - INFO - Epoch(train) [211][2400/2503] lr: 1.4940e-01 eta: 8:30:24 time: 0.1395 data_time: 0.0430 loss: 2.0277 03/09 22:08:47 - mmengine - INFO - Epoch(train) [211][2500/2503] lr: 1.4933e-01 eta: 8:30:10 time: 0.1302 data_time: 0.0170 loss: 1.9949 03/09 22:08:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:08:47 - mmengine - INFO - Saving checkpoint at 211 epochs 03/09 22:09:15 - mmengine - INFO - Epoch(val) [211][98/98] accuracy/top1: 60.2420 accuracy/top5: 83.2280 03/09 22:09:30 - mmengine - INFO - Epoch(train) [212][ 100/2503] lr: 1.4926e-01 eta: 8:29:56 time: 0.1286 data_time: 0.0060 loss: 1.7451 03/09 22:09:44 - mmengine - INFO - Epoch(train) [212][ 200/2503] lr: 1.4919e-01 eta: 8:29:43 time: 0.1579 data_time: 0.0046 loss: 2.0251 03/09 22:09:58 - mmengine - INFO - Epoch(train) [212][ 300/2503] lr: 1.4913e-01 eta: 8:29:29 time: 0.1571 data_time: 0.0218 loss: 1.8637 03/09 22:10:11 - mmengine - INFO - Epoch(train) [212][ 400/2503] lr: 1.4906e-01 eta: 8:29:15 time: 0.1261 data_time: 0.0051 loss: 1.8008 03/09 22:10:25 - mmengine - INFO - Epoch(train) [212][ 500/2503] lr: 1.4899e-01 eta: 8:29:01 time: 0.1603 data_time: 0.0051 loss: 1.9686 03/09 22:10:39 - mmengine - INFO - Epoch(train) [212][ 600/2503] lr: 1.4893e-01 eta: 8:28:47 time: 0.1373 data_time: 0.0046 loss: 1.9461 03/09 22:10:52 - mmengine - INFO - Epoch(train) [212][ 700/2503] lr: 1.4886e-01 eta: 8:28:33 time: 0.1292 data_time: 0.0045 loss: 1.9385 03/09 22:11:06 - mmengine - INFO - Epoch(train) [212][ 800/2503] lr: 1.4879e-01 eta: 8:28:19 time: 0.1493 data_time: 0.0055 loss: 1.9848 03/09 22:11:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:11:20 - mmengine - INFO - Epoch(train) [212][ 900/2503] lr: 1.4872e-01 eta: 8:28:06 time: 0.1221 data_time: 0.0048 loss: 1.9335 03/09 22:11:34 - mmengine - INFO - Epoch(train) [212][1000/2503] lr: 1.4866e-01 eta: 8:27:52 time: 0.1874 data_time: 0.0048 loss: 1.8410 03/09 22:11:48 - mmengine - INFO - Epoch(train) [212][1100/2503] lr: 1.4859e-01 eta: 8:27:38 time: 0.1297 data_time: 0.0047 loss: 1.8987 03/09 22:12:02 - mmengine - INFO - Epoch(train) [212][1200/2503] lr: 1.4852e-01 eta: 8:27:24 time: 0.1324 data_time: 0.0366 loss: 2.0498 03/09 22:12:16 - mmengine - INFO - Epoch(train) [212][1300/2503] lr: 1.4846e-01 eta: 8:27:11 time: 0.1334 data_time: 0.0046 loss: 1.8661 03/09 22:12:30 - mmengine - INFO - Epoch(train) [212][1400/2503] lr: 1.4839e-01 eta: 8:26:57 time: 0.1697 data_time: 0.0045 loss: 1.8642 03/09 22:12:43 - mmengine - INFO - Epoch(train) [212][1500/2503] lr: 1.4832e-01 eta: 8:26:43 time: 0.1210 data_time: 0.0046 loss: 1.8576 03/09 22:12:57 - mmengine - INFO - Epoch(train) [212][1600/2503] lr: 1.4826e-01 eta: 8:26:29 time: 0.1347 data_time: 0.0044 loss: 1.8800 03/09 22:13:11 - mmengine - INFO - Epoch(train) [212][1700/2503] lr: 1.4819e-01 eta: 8:26:15 time: 0.1274 data_time: 0.0048 loss: 2.1088 03/09 22:13:25 - mmengine - INFO - Epoch(train) [212][1800/2503] lr: 1.4812e-01 eta: 8:26:02 time: 0.1223 data_time: 0.0048 loss: 1.7783 03/09 22:13:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:13:39 - mmengine - INFO - Epoch(train) [212][1900/2503] lr: 1.4805e-01 eta: 8:25:48 time: 0.1457 data_time: 0.0050 loss: 2.0418 03/09 22:13:52 - mmengine - INFO - Epoch(train) [212][2000/2503] lr: 1.4799e-01 eta: 8:25:34 time: 0.1103 data_time: 0.0053 loss: 1.8867 03/09 22:14:06 - mmengine - INFO - Epoch(train) [212][2100/2503] lr: 1.4792e-01 eta: 8:25:20 time: 0.1200 data_time: 0.0047 loss: 2.0614 03/09 22:14:20 - mmengine - INFO - Epoch(train) [212][2200/2503] lr: 1.4785e-01 eta: 8:25:06 time: 0.1239 data_time: 0.0168 loss: 1.9888 03/09 22:14:34 - mmengine - INFO - Epoch(train) [212][2300/2503] lr: 1.4779e-01 eta: 8:24:53 time: 0.1445 data_time: 0.0046 loss: 1.7921 03/09 22:14:48 - mmengine - INFO - Epoch(train) [212][2400/2503] lr: 1.4772e-01 eta: 8:24:39 time: 0.1261 data_time: 0.0044 loss: 1.8387 03/09 22:15:01 - mmengine - INFO - Epoch(train) [212][2500/2503] lr: 1.4765e-01 eta: 8:24:25 time: 0.1390 data_time: 0.0059 loss: 1.8927 03/09 22:15:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:15:02 - mmengine - INFO - Saving checkpoint at 212 epochs 03/09 22:15:29 - mmengine - INFO - Epoch(val) [212][98/98] accuracy/top1: 59.8320 accuracy/top5: 82.9740 03/09 22:15:45 - mmengine - INFO - Epoch(train) [213][ 100/2503] lr: 1.4758e-01 eta: 8:24:11 time: 0.1339 data_time: 0.0052 loss: 1.9434 03/09 22:15:59 - mmengine - INFO - Epoch(train) [213][ 200/2503] lr: 1.4752e-01 eta: 8:23:57 time: 0.0992 data_time: 0.0045 loss: 1.8655 03/09 22:16:13 - mmengine - INFO - Epoch(train) [213][ 300/2503] lr: 1.4745e-01 eta: 8:23:44 time: 0.1567 data_time: 0.0417 loss: 1.9560 03/09 22:16:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:16:27 - mmengine - INFO - Epoch(train) [213][ 400/2503] lr: 1.4738e-01 eta: 8:23:30 time: 0.1466 data_time: 0.0056 loss: 1.9072 03/09 22:16:40 - mmengine - INFO - Epoch(train) [213][ 500/2503] lr: 1.4731e-01 eta: 8:23:16 time: 0.1219 data_time: 0.0045 loss: 2.0536 03/09 22:16:54 - mmengine - INFO - Epoch(train) [213][ 600/2503] lr: 1.4725e-01 eta: 8:23:02 time: 0.1064 data_time: 0.0054 loss: 1.9155 03/09 22:17:08 - mmengine - INFO - Epoch(train) [213][ 700/2503] lr: 1.4718e-01 eta: 8:22:48 time: 0.1390 data_time: 0.0048 loss: 2.0173 03/09 22:17:22 - mmengine - INFO - Epoch(train) [213][ 800/2503] lr: 1.4711e-01 eta: 8:22:35 time: 0.1486 data_time: 0.0044 loss: 1.8193 03/09 22:17:36 - mmengine - INFO - Epoch(train) [213][ 900/2503] lr: 1.4705e-01 eta: 8:22:21 time: 0.1530 data_time: 0.0046 loss: 1.8671 03/09 22:17:50 - mmengine - INFO - Epoch(train) [213][1000/2503] lr: 1.4698e-01 eta: 8:22:07 time: 0.1756 data_time: 0.0052 loss: 2.0063 03/09 22:18:04 - mmengine - INFO - Epoch(train) [213][1100/2503] lr: 1.4691e-01 eta: 8:21:54 time: 0.1285 data_time: 0.0052 loss: 2.0074 03/09 22:18:19 - mmengine - INFO - Epoch(train) [213][1200/2503] lr: 1.4685e-01 eta: 8:21:40 time: 0.1223 data_time: 0.0129 loss: 1.8979 03/09 22:18:33 - mmengine - INFO - Epoch(train) [213][1300/2503] lr: 1.4678e-01 eta: 8:21:26 time: 0.1264 data_time: 0.0249 loss: 1.9717 03/09 22:18:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:18:47 - mmengine - INFO - Epoch(train) [213][1400/2503] lr: 1.4671e-01 eta: 8:21:13 time: 0.1408 data_time: 0.0045 loss: 2.0015 03/09 22:19:01 - mmengine - INFO - Epoch(train) [213][1500/2503] lr: 1.4664e-01 eta: 8:20:59 time: 0.1364 data_time: 0.0048 loss: 1.8573 03/09 22:19:14 - mmengine - INFO - Epoch(train) [213][1600/2503] lr: 1.4658e-01 eta: 8:20:45 time: 0.1381 data_time: 0.0057 loss: 1.8706 03/09 22:19:28 - mmengine - INFO - Epoch(train) [213][1700/2503] lr: 1.4651e-01 eta: 8:20:31 time: 0.1234 data_time: 0.0048 loss: 1.7494 03/09 22:19:42 - mmengine - INFO - Epoch(train) [213][1800/2503] lr: 1.4644e-01 eta: 8:20:17 time: 0.1045 data_time: 0.0052 loss: 1.8471 03/09 22:19:56 - mmengine - INFO - Epoch(train) [213][1900/2503] lr: 1.4638e-01 eta: 8:20:04 time: 0.1521 data_time: 0.0049 loss: 1.8941 03/09 22:20:10 - mmengine - INFO - Epoch(train) [213][2000/2503] lr: 1.4631e-01 eta: 8:19:50 time: 0.1405 data_time: 0.0047 loss: 1.9859 03/09 22:20:24 - mmengine - INFO - Epoch(train) [213][2100/2503] lr: 1.4624e-01 eta: 8:19:36 time: 0.1797 data_time: 0.0043 loss: 1.9208 03/09 22:20:39 - mmengine - INFO - Epoch(train) [213][2200/2503] lr: 1.4618e-01 eta: 8:19:23 time: 0.1424 data_time: 0.0050 loss: 1.9619 03/09 22:20:56 - mmengine - INFO - Epoch(train) [213][2300/2503] lr: 1.4611e-01 eta: 8:19:10 time: 0.2454 data_time: 0.0095 loss: 1.9977 03/09 22:21:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:21:09 - mmengine - INFO - Epoch(train) [213][2400/2503] lr: 1.4604e-01 eta: 8:18:56 time: 0.1134 data_time: 0.0044 loss: 1.9154 03/09 22:21:23 - mmengine - INFO - Epoch(train) [213][2500/2503] lr: 1.4597e-01 eta: 8:18:42 time: 0.1197 data_time: 0.0095 loss: 2.1299 03/09 22:21:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:21:24 - mmengine - INFO - Saving checkpoint at 213 epochs 03/09 22:21:51 - mmengine - INFO - Epoch(val) [213][98/98] accuracy/top1: 60.1580 accuracy/top5: 83.0040 03/09 22:22:07 - mmengine - INFO - Epoch(train) [214][ 100/2503] lr: 1.4591e-01 eta: 8:18:29 time: 0.1376 data_time: 0.0057 loss: 1.8288 03/09 22:22:21 - mmengine - INFO - Epoch(train) [214][ 200/2503] lr: 1.4584e-01 eta: 8:18:15 time: 0.1098 data_time: 0.0051 loss: 1.8692 03/09 22:22:34 - mmengine - INFO - Epoch(train) [214][ 300/2503] lr: 1.4577e-01 eta: 8:18:01 time: 0.1228 data_time: 0.0051 loss: 1.8330 03/09 22:22:48 - mmengine - INFO - Epoch(train) [214][ 400/2503] lr: 1.4570e-01 eta: 8:17:48 time: 0.1252 data_time: 0.0058 loss: 1.9002 03/09 22:23:03 - mmengine - INFO - Epoch(train) [214][ 500/2503] lr: 1.4564e-01 eta: 8:17:34 time: 0.1450 data_time: 0.0048 loss: 1.9362 03/09 22:23:16 - mmengine - INFO - Epoch(train) [214][ 600/2503] lr: 1.4557e-01 eta: 8:17:20 time: 0.1581 data_time: 0.0044 loss: 1.8886 03/09 22:23:30 - mmengine - INFO - Epoch(train) [214][ 700/2503] lr: 1.4550e-01 eta: 8:17:06 time: 0.1043 data_time: 0.0044 loss: 1.8453 03/09 22:23:44 - mmengine - INFO - Epoch(train) [214][ 800/2503] lr: 1.4544e-01 eta: 8:16:53 time: 0.1471 data_time: 0.0500 loss: 1.7667 03/09 22:23:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:23:58 - mmengine - INFO - Epoch(train) [214][ 900/2503] lr: 1.4537e-01 eta: 8:16:39 time: 0.1045 data_time: 0.0051 loss: 1.8341 03/09 22:24:12 - mmengine - INFO - Epoch(train) [214][1000/2503] lr: 1.4530e-01 eta: 8:16:25 time: 0.1404 data_time: 0.0050 loss: 1.7053 03/09 22:24:26 - mmengine - INFO - Epoch(train) [214][1100/2503] lr: 1.4523e-01 eta: 8:16:11 time: 0.1310 data_time: 0.0049 loss: 2.0788 03/09 22:24:39 - mmengine - INFO - Epoch(train) [214][1200/2503] lr: 1.4517e-01 eta: 8:15:57 time: 0.1074 data_time: 0.0048 loss: 1.9753 03/09 22:24:54 - mmengine - INFO - Epoch(train) [214][1300/2503] lr: 1.4510e-01 eta: 8:15:44 time: 0.1695 data_time: 0.0045 loss: 1.7599 03/09 22:25:07 - mmengine - INFO - Epoch(train) [214][1400/2503] lr: 1.4503e-01 eta: 8:15:30 time: 0.0996 data_time: 0.0051 loss: 1.9910 03/09 22:25:21 - mmengine - INFO - Epoch(train) [214][1500/2503] lr: 1.4497e-01 eta: 8:15:16 time: 0.1309 data_time: 0.0052 loss: 2.0000 03/09 22:25:35 - mmengine - INFO - Epoch(train) [214][1600/2503] lr: 1.4490e-01 eta: 8:15:02 time: 0.1319 data_time: 0.0046 loss: 1.9684 03/09 22:25:49 - mmengine - INFO - Epoch(train) [214][1700/2503] lr: 1.4483e-01 eta: 8:14:49 time: 0.1525 data_time: 0.0044 loss: 1.8389 03/09 22:26:03 - mmengine - INFO - Epoch(train) [214][1800/2503] lr: 1.4477e-01 eta: 8:14:35 time: 0.1517 data_time: 0.0297 loss: 1.9794 03/09 22:26:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:26:17 - mmengine - INFO - Epoch(train) [214][1900/2503] lr: 1.4470e-01 eta: 8:14:21 time: 0.1215 data_time: 0.0051 loss: 2.0116 03/09 22:26:30 - mmengine - INFO - Epoch(train) [214][2000/2503] lr: 1.4463e-01 eta: 8:14:07 time: 0.1615 data_time: 0.0045 loss: 2.0390 03/09 22:26:44 - mmengine - INFO - Epoch(train) [214][2100/2503] lr: 1.4456e-01 eta: 8:13:53 time: 0.1359 data_time: 0.0049 loss: 2.1224 03/09 22:26:58 - mmengine - INFO - Epoch(train) [214][2200/2503] lr: 1.4450e-01 eta: 8:13:39 time: 0.1375 data_time: 0.0056 loss: 1.9021 03/09 22:27:12 - mmengine - INFO - Epoch(train) [214][2300/2503] lr: 1.4443e-01 eta: 8:13:25 time: 0.1227 data_time: 0.0220 loss: 1.8589 03/09 22:27:25 - mmengine - INFO - Epoch(train) [214][2400/2503] lr: 1.4436e-01 eta: 8:13:12 time: 0.1208 data_time: 0.0051 loss: 1.8615 03/09 22:27:39 - mmengine - INFO - Epoch(train) [214][2500/2503] lr: 1.4430e-01 eta: 8:12:58 time: 0.1776 data_time: 0.0057 loss: 1.9297 03/09 22:27:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:27:40 - mmengine - INFO - Saving checkpoint at 214 epochs 03/09 22:28:06 - mmengine - INFO - Epoch(val) [214][98/98] accuracy/top1: 60.1860 accuracy/top5: 82.9840 03/09 22:28:21 - mmengine - INFO - Epoch(train) [215][ 100/2503] lr: 1.4423e-01 eta: 8:12:44 time: 0.1276 data_time: 0.0050 loss: 1.9778 03/09 22:28:35 - mmengine - INFO - Epoch(train) [215][ 200/2503] lr: 1.4416e-01 eta: 8:12:30 time: 0.1351 data_time: 0.0046 loss: 1.7726 03/09 22:28:49 - mmengine - INFO - Epoch(train) [215][ 300/2503] lr: 1.4409e-01 eta: 8:12:17 time: 0.1277 data_time: 0.0049 loss: 1.8733 03/09 22:28:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:29:02 - mmengine - INFO - Epoch(train) [215][ 400/2503] lr: 1.4403e-01 eta: 8:12:03 time: 0.1312 data_time: 0.0044 loss: 1.8231 03/09 22:29:16 - mmengine - INFO - Epoch(train) [215][ 500/2503] lr: 1.4396e-01 eta: 8:11:49 time: 0.1561 data_time: 0.0049 loss: 1.9193 03/09 22:29:30 - mmengine - INFO - Epoch(train) [215][ 600/2503] lr: 1.4389e-01 eta: 8:11:35 time: 0.1365 data_time: 0.0049 loss: 1.9211 03/09 22:29:44 - mmengine - INFO - Epoch(train) [215][ 700/2503] lr: 1.4383e-01 eta: 8:11:22 time: 0.1434 data_time: 0.0045 loss: 1.8420 03/09 22:29:58 - mmengine - INFO - Epoch(train) [215][ 800/2503] lr: 1.4376e-01 eta: 8:11:08 time: 0.1463 data_time: 0.0047 loss: 1.9516 03/09 22:30:12 - mmengine - INFO - Epoch(train) [215][ 900/2503] lr: 1.4369e-01 eta: 8:10:54 time: 0.1053 data_time: 0.0048 loss: 1.9339 03/09 22:30:26 - mmengine - INFO - Epoch(train) [215][1000/2503] lr: 1.4362e-01 eta: 8:10:40 time: 0.1068 data_time: 0.0043 loss: 1.7946 03/09 22:30:40 - mmengine - INFO - Epoch(train) [215][1100/2503] lr: 1.4356e-01 eta: 8:10:26 time: 0.1614 data_time: 0.0043 loss: 1.9568 03/09 22:30:54 - mmengine - INFO - Epoch(train) [215][1200/2503] lr: 1.4349e-01 eta: 8:10:13 time: 0.1375 data_time: 0.0046 loss: 1.8881 03/09 22:31:07 - mmengine - INFO - Epoch(train) [215][1300/2503] lr: 1.4342e-01 eta: 8:09:59 time: 0.1293 data_time: 0.0046 loss: 2.1366 03/09 22:31:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:31:21 - mmengine - INFO - Epoch(train) [215][1400/2503] lr: 1.4336e-01 eta: 8:09:45 time: 0.1168 data_time: 0.0092 loss: 1.8042 03/09 22:31:35 - mmengine - INFO - Epoch(train) [215][1500/2503] lr: 1.4329e-01 eta: 8:09:31 time: 0.1292 data_time: 0.0050 loss: 1.9215 03/09 22:31:49 - mmengine - INFO - Epoch(train) [215][1600/2503] lr: 1.4322e-01 eta: 8:09:17 time: 0.1401 data_time: 0.0045 loss: 1.8645 03/09 22:32:02 - mmengine - INFO - Epoch(train) [215][1700/2503] lr: 1.4315e-01 eta: 8:09:04 time: 0.1302 data_time: 0.0055 loss: 1.7902 03/09 22:32:16 - mmengine - INFO - Epoch(train) [215][1800/2503] lr: 1.4309e-01 eta: 8:08:50 time: 0.1369 data_time: 0.0046 loss: 2.1207 03/09 22:32:30 - mmengine - INFO - Epoch(train) [215][1900/2503] lr: 1.4302e-01 eta: 8:08:36 time: 0.1454 data_time: 0.0046 loss: 1.8491 03/09 22:32:44 - mmengine - INFO - Epoch(train) [215][2000/2503] lr: 1.4295e-01 eta: 8:08:22 time: 0.1428 data_time: 0.0436 loss: 1.9409 03/09 22:32:57 - mmengine - INFO - Epoch(train) [215][2100/2503] lr: 1.4289e-01 eta: 8:08:08 time: 0.1309 data_time: 0.0045 loss: 2.0168 03/09 22:33:11 - mmengine - INFO - Epoch(train) [215][2200/2503] lr: 1.4282e-01 eta: 8:07:54 time: 0.1380 data_time: 0.0050 loss: 1.7806 03/09 22:33:25 - mmengine - INFO - Epoch(train) [215][2300/2503] lr: 1.4275e-01 eta: 8:07:40 time: 0.1338 data_time: 0.0045 loss: 1.9789 03/09 22:33:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:33:39 - mmengine - INFO - Epoch(train) [215][2400/2503] lr: 1.4269e-01 eta: 8:07:27 time: 0.1407 data_time: 0.0050 loss: 1.9512 03/09 22:33:52 - mmengine - INFO - Epoch(train) [215][2500/2503] lr: 1.4262e-01 eta: 8:07:13 time: 0.1477 data_time: 0.0202 loss: 1.6998 03/09 22:33:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:33:53 - mmengine - INFO - Saving checkpoint at 215 epochs 03/09 22:34:19 - mmengine - INFO - Epoch(val) [215][98/98] accuracy/top1: 60.1160 accuracy/top5: 83.0800 03/09 22:34:34 - mmengine - INFO - Epoch(train) [216][ 100/2503] lr: 1.4255e-01 eta: 8:06:59 time: 0.1492 data_time: 0.0042 loss: 1.7668 03/09 22:34:48 - mmengine - INFO - Epoch(train) [216][ 200/2503] lr: 1.4248e-01 eta: 8:06:45 time: 0.1200 data_time: 0.0050 loss: 1.7086 03/09 22:35:02 - mmengine - INFO - Epoch(train) [216][ 300/2503] lr: 1.4242e-01 eta: 8:06:31 time: 0.1420 data_time: 0.0045 loss: 1.9544 03/09 22:35:15 - mmengine - INFO - Epoch(train) [216][ 400/2503] lr: 1.4235e-01 eta: 8:06:18 time: 0.1536 data_time: 0.0047 loss: 1.9458 03/09 22:35:29 - mmengine - INFO - Epoch(train) [216][ 500/2503] lr: 1.4228e-01 eta: 8:06:04 time: 0.1243 data_time: 0.0049 loss: 1.9456 03/09 22:35:44 - mmengine - INFO - Epoch(train) [216][ 600/2503] lr: 1.4221e-01 eta: 8:05:50 time: 0.1307 data_time: 0.0042 loss: 1.7533 03/09 22:35:58 - mmengine - INFO - Epoch(train) [216][ 700/2503] lr: 1.4215e-01 eta: 8:05:37 time: 0.1725 data_time: 0.0046 loss: 1.9211 03/09 22:36:12 - mmengine - INFO - Epoch(train) [216][ 800/2503] lr: 1.4208e-01 eta: 8:05:23 time: 0.1594 data_time: 0.0048 loss: 2.0451 03/09 22:36:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:36:26 - mmengine - INFO - Epoch(train) [216][ 900/2503] lr: 1.4201e-01 eta: 8:05:09 time: 0.1126 data_time: 0.0048 loss: 1.8879 03/09 22:36:40 - mmengine - INFO - Epoch(train) [216][1000/2503] lr: 1.4195e-01 eta: 8:04:55 time: 0.1229 data_time: 0.0049 loss: 1.8958 03/09 22:36:54 - mmengine - INFO - Epoch(train) [216][1100/2503] lr: 1.4188e-01 eta: 8:04:42 time: 0.1342 data_time: 0.0047 loss: 1.7595 03/09 22:37:08 - mmengine - INFO - Epoch(train) [216][1200/2503] lr: 1.4181e-01 eta: 8:04:28 time: 0.1434 data_time: 0.0045 loss: 1.7525 03/09 22:37:22 - mmengine - INFO - Epoch(train) [216][1300/2503] lr: 1.4175e-01 eta: 8:04:14 time: 0.1143 data_time: 0.0044 loss: 1.8572 03/09 22:37:36 - mmengine - INFO - Epoch(train) [216][1400/2503] lr: 1.4168e-01 eta: 8:04:00 time: 0.1401 data_time: 0.0044 loss: 1.8399 03/09 22:37:49 - mmengine - INFO - Epoch(train) [216][1500/2503] lr: 1.4161e-01 eta: 8:03:47 time: 0.1244 data_time: 0.0046 loss: 2.0275 03/09 22:38:03 - mmengine - INFO - Epoch(train) [216][1600/2503] lr: 1.4154e-01 eta: 8:03:33 time: 0.1106 data_time: 0.0051 loss: 1.8198 03/09 22:38:17 - mmengine - INFO - Epoch(train) [216][1700/2503] lr: 1.4148e-01 eta: 8:03:19 time: 0.1537 data_time: 0.0047 loss: 1.9066 03/09 22:38:31 - mmengine - INFO - Epoch(train) [216][1800/2503] lr: 1.4141e-01 eta: 8:03:05 time: 0.1151 data_time: 0.0049 loss: 2.0376 03/09 22:38:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:38:45 - mmengine - INFO - Epoch(train) [216][1900/2503] lr: 1.4134e-01 eta: 8:02:51 time: 0.1345 data_time: 0.0049 loss: 1.9571 03/09 22:38:59 - mmengine - INFO - Epoch(train) [216][2000/2503] lr: 1.4128e-01 eta: 8:02:38 time: 0.1542 data_time: 0.0046 loss: 2.0407 03/09 22:39:12 - mmengine - INFO - Epoch(train) [216][2100/2503] lr: 1.4121e-01 eta: 8:02:24 time: 0.1370 data_time: 0.0043 loss: 1.9078 03/09 22:39:26 - mmengine - INFO - Epoch(train) [216][2200/2503] lr: 1.4114e-01 eta: 8:02:10 time: 0.1279 data_time: 0.0046 loss: 1.8569 03/09 22:39:40 - mmengine - INFO - Epoch(train) [216][2300/2503] lr: 1.4107e-01 eta: 8:01:56 time: 0.1532 data_time: 0.0045 loss: 1.8872 03/09 22:39:54 - mmengine - INFO - Epoch(train) [216][2400/2503] lr: 1.4101e-01 eta: 8:01:42 time: 0.1389 data_time: 0.0404 loss: 1.9120 03/09 22:40:07 - mmengine - INFO - Epoch(train) [216][2500/2503] lr: 1.4094e-01 eta: 8:01:28 time: 0.1268 data_time: 0.0059 loss: 1.9719 03/09 22:40:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:40:08 - mmengine - INFO - Saving checkpoint at 216 epochs 03/09 22:40:33 - mmengine - INFO - Epoch(val) [216][98/98] accuracy/top1: 59.3420 accuracy/top5: 82.3100 03/09 22:40:48 - mmengine - INFO - Epoch(train) [217][ 100/2503] lr: 1.4087e-01 eta: 8:01:15 time: 0.1574 data_time: 0.0049 loss: 1.9459 03/09 22:41:02 - mmengine - INFO - Epoch(train) [217][ 200/2503] lr: 1.4080e-01 eta: 8:01:01 time: 0.1274 data_time: 0.0055 loss: 1.9374 03/09 22:41:16 - mmengine - INFO - Epoch(train) [217][ 300/2503] lr: 1.4074e-01 eta: 8:00:47 time: 0.1454 data_time: 0.0053 loss: 1.7942 03/09 22:41:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:41:30 - mmengine - INFO - Epoch(train) [217][ 400/2503] lr: 1.4067e-01 eta: 8:00:34 time: 0.1097 data_time: 0.0052 loss: 1.9579 03/09 22:41:45 - mmengine - INFO - Epoch(train) [217][ 500/2503] lr: 1.4060e-01 eta: 8:00:20 time: 0.1552 data_time: 0.0378 loss: 1.9477 03/09 22:41:59 - mmengine - INFO - Epoch(train) [217][ 600/2503] lr: 1.4054e-01 eta: 8:00:06 time: 0.1536 data_time: 0.0042 loss: 1.8181 03/09 22:42:12 - mmengine - INFO - Epoch(train) [217][ 700/2503] lr: 1.4047e-01 eta: 7:59:52 time: 0.1429 data_time: 0.0044 loss: 1.9139 03/09 22:42:26 - mmengine - INFO - Epoch(train) [217][ 800/2503] lr: 1.4040e-01 eta: 7:59:39 time: 0.1409 data_time: 0.0050 loss: 1.9215 03/09 22:42:40 - mmengine - INFO - Epoch(train) [217][ 900/2503] lr: 1.4034e-01 eta: 7:59:25 time: 0.1490 data_time: 0.0131 loss: 1.9344 03/09 22:42:54 - mmengine - INFO - Epoch(train) [217][1000/2503] lr: 1.4027e-01 eta: 7:59:11 time: 0.1309 data_time: 0.0047 loss: 1.7833 03/09 22:43:08 - mmengine - INFO - Epoch(train) [217][1100/2503] lr: 1.4020e-01 eta: 7:58:57 time: 0.1387 data_time: 0.0044 loss: 1.9905 03/09 22:43:22 - mmengine - INFO - Epoch(train) [217][1200/2503] lr: 1.4013e-01 eta: 7:58:43 time: 0.1198 data_time: 0.0046 loss: 2.0864 03/09 22:43:36 - mmengine - INFO - Epoch(train) [217][1300/2503] lr: 1.4007e-01 eta: 7:58:30 time: 0.1748 data_time: 0.0044 loss: 1.9837 03/09 22:43:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:43:49 - mmengine - INFO - Epoch(train) [217][1400/2503] lr: 1.4000e-01 eta: 7:58:16 time: 0.1593 data_time: 0.0044 loss: 1.8675 03/09 22:44:03 - mmengine - INFO - Epoch(train) [217][1500/2503] lr: 1.3993e-01 eta: 7:58:02 time: 0.1385 data_time: 0.0049 loss: 1.8270 03/09 22:44:17 - mmengine - INFO - Epoch(train) [217][1600/2503] lr: 1.3987e-01 eta: 7:57:48 time: 0.1219 data_time: 0.0054 loss: 1.8178 03/09 22:44:31 - mmengine - INFO - Epoch(train) [217][1700/2503] lr: 1.3980e-01 eta: 7:57:35 time: 0.1788 data_time: 0.0043 loss: 1.9947 03/09 22:44:46 - mmengine - INFO - Epoch(train) [217][1800/2503] lr: 1.3973e-01 eta: 7:57:21 time: 0.1649 data_time: 0.0048 loss: 1.8196 03/09 22:45:00 - mmengine - INFO - Epoch(train) [217][1900/2503] lr: 1.3967e-01 eta: 7:57:07 time: 0.1172 data_time: 0.0054 loss: 1.8978 03/09 22:45:14 - mmengine - INFO - Epoch(train) [217][2000/2503] lr: 1.3960e-01 eta: 7:56:53 time: 0.1444 data_time: 0.0047 loss: 1.9181 03/09 22:45:27 - mmengine - INFO - Epoch(train) [217][2100/2503] lr: 1.3953e-01 eta: 7:56:40 time: 0.1031 data_time: 0.0054 loss: 1.9886 03/09 22:45:41 - mmengine - INFO - Epoch(train) [217][2200/2503] lr: 1.3946e-01 eta: 7:56:26 time: 0.1391 data_time: 0.0052 loss: 2.1043 03/09 22:45:55 - mmengine - INFO - Epoch(train) [217][2300/2503] lr: 1.3940e-01 eta: 7:56:12 time: 0.1403 data_time: 0.0047 loss: 1.8792 03/09 22:46:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:46:09 - mmengine - INFO - Epoch(train) [217][2400/2503] lr: 1.3933e-01 eta: 7:55:58 time: 0.1429 data_time: 0.0048 loss: 2.0084 03/09 22:46:23 - mmengine - INFO - Epoch(train) [217][2500/2503] lr: 1.3926e-01 eta: 7:55:45 time: 0.1420 data_time: 0.0051 loss: 1.9619 03/09 22:46:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:46:23 - mmengine - INFO - Saving checkpoint at 217 epochs 03/09 22:46:51 - mmengine - INFO - Epoch(val) [217][98/98] accuracy/top1: 60.1540 accuracy/top5: 82.7340 03/09 22:47:06 - mmengine - INFO - Epoch(train) [218][ 100/2503] lr: 1.3919e-01 eta: 7:55:31 time: 0.1544 data_time: 0.0047 loss: 1.9267 03/09 22:47:20 - mmengine - INFO - Epoch(train) [218][ 200/2503] lr: 1.3913e-01 eta: 7:55:17 time: 0.1454 data_time: 0.0049 loss: 1.6917 03/09 22:47:33 - mmengine - INFO - Epoch(train) [218][ 300/2503] lr: 1.3906e-01 eta: 7:55:03 time: 0.1060 data_time: 0.0049 loss: 1.9631 03/09 22:47:47 - mmengine - INFO - Epoch(train) [218][ 400/2503] lr: 1.3899e-01 eta: 7:54:49 time: 0.1427 data_time: 0.0050 loss: 1.6651 03/09 22:48:01 - mmengine - INFO - Epoch(train) [218][ 500/2503] lr: 1.3893e-01 eta: 7:54:36 time: 0.1287 data_time: 0.0052 loss: 1.8019 03/09 22:48:15 - mmengine - INFO - Epoch(train) [218][ 600/2503] lr: 1.3886e-01 eta: 7:54:22 time: 0.1261 data_time: 0.0050 loss: 1.8960 03/09 22:48:29 - mmengine - INFO - Epoch(train) [218][ 700/2503] lr: 1.3879e-01 eta: 7:54:08 time: 0.1004 data_time: 0.0054 loss: 2.0052 03/09 22:48:43 - mmengine - INFO - Epoch(train) [218][ 800/2503] lr: 1.3872e-01 eta: 7:53:54 time: 0.1061 data_time: 0.0053 loss: 1.9559 03/09 22:48:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:48:58 - mmengine - INFO - Epoch(train) [218][ 900/2503] lr: 1.3866e-01 eta: 7:53:41 time: 0.1635 data_time: 0.0048 loss: 1.8238 03/09 22:49:11 - mmengine - INFO - Epoch(train) [218][1000/2503] lr: 1.3859e-01 eta: 7:53:27 time: 0.1454 data_time: 0.0046 loss: 1.7256 03/09 22:49:25 - mmengine - INFO - Epoch(train) [218][1100/2503] lr: 1.3852e-01 eta: 7:53:13 time: 0.1566 data_time: 0.0048 loss: 1.9897 03/09 22:49:39 - mmengine - INFO - Epoch(train) [218][1200/2503] lr: 1.3846e-01 eta: 7:53:00 time: 0.1571 data_time: 0.0055 loss: 1.8616 03/09 22:49:53 - mmengine - INFO - Epoch(train) [218][1300/2503] lr: 1.3839e-01 eta: 7:52:46 time: 0.1263 data_time: 0.0054 loss: 1.8279 03/09 22:50:07 - mmengine - INFO - Epoch(train) [218][1400/2503] lr: 1.3832e-01 eta: 7:52:32 time: 0.1468 data_time: 0.0053 loss: 1.7785 03/09 22:50:21 - mmengine - INFO - Epoch(train) [218][1500/2503] lr: 1.3826e-01 eta: 7:52:18 time: 0.1273 data_time: 0.0050 loss: 1.7508 03/09 22:50:35 - mmengine - INFO - Epoch(train) [218][1600/2503] lr: 1.3819e-01 eta: 7:52:04 time: 0.1433 data_time: 0.0048 loss: 2.0119 03/09 22:50:49 - mmengine - INFO - Epoch(train) [218][1700/2503] lr: 1.3812e-01 eta: 7:51:51 time: 0.1428 data_time: 0.0047 loss: 1.9821 03/09 22:51:02 - mmengine - INFO - Epoch(train) [218][1800/2503] lr: 1.3805e-01 eta: 7:51:37 time: 0.1333 data_time: 0.0044 loss: 1.9943 03/09 22:51:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:51:16 - mmengine - INFO - Epoch(train) [218][1900/2503] lr: 1.3799e-01 eta: 7:51:23 time: 0.1037 data_time: 0.0050 loss: 1.9538 03/09 22:51:30 - mmengine - INFO - Epoch(train) [218][2000/2503] lr: 1.3792e-01 eta: 7:51:09 time: 0.1171 data_time: 0.0048 loss: 1.8256 03/09 22:51:45 - mmengine - INFO - Epoch(train) [218][2100/2503] lr: 1.3785e-01 eta: 7:50:56 time: 0.1945 data_time: 0.0046 loss: 1.8088 03/09 22:51:59 - mmengine - INFO - Epoch(train) [218][2200/2503] lr: 1.3779e-01 eta: 7:50:42 time: 0.1735 data_time: 0.0048 loss: 1.7238 03/09 22:52:13 - mmengine - INFO - Epoch(train) [218][2300/2503] lr: 1.3772e-01 eta: 7:50:28 time: 0.1078 data_time: 0.0049 loss: 1.9539 03/09 22:52:27 - mmengine - INFO - Epoch(train) [218][2400/2503] lr: 1.3765e-01 eta: 7:50:15 time: 0.2050 data_time: 0.0052 loss: 1.9034 03/09 22:52:40 - mmengine - INFO - Epoch(train) [218][2500/2503] lr: 1.3758e-01 eta: 7:50:01 time: 0.1062 data_time: 0.0068 loss: 1.8935 03/09 22:52:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:52:41 - mmengine - INFO - Saving checkpoint at 218 epochs 03/09 22:53:07 - mmengine - INFO - Epoch(val) [218][98/98] accuracy/top1: 60.8120 accuracy/top5: 83.4500 03/09 22:53:23 - mmengine - INFO - Epoch(train) [219][ 100/2503] lr: 1.3752e-01 eta: 7:49:47 time: 0.1585 data_time: 0.0243 loss: 1.7684 03/09 22:53:37 - mmengine - INFO - Epoch(train) [219][ 200/2503] lr: 1.3745e-01 eta: 7:49:33 time: 0.1347 data_time: 0.0047 loss: 1.9239 03/09 22:53:51 - mmengine - INFO - Epoch(train) [219][ 300/2503] lr: 1.3738e-01 eta: 7:49:20 time: 0.1548 data_time: 0.0043 loss: 1.8241 03/09 22:53:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:54:05 - mmengine - INFO - Epoch(train) [219][ 400/2503] lr: 1.3731e-01 eta: 7:49:06 time: 0.1312 data_time: 0.0048 loss: 1.8463 03/09 22:54:18 - mmengine - INFO - Epoch(train) [219][ 500/2503] lr: 1.3725e-01 eta: 7:48:52 time: 0.1319 data_time: 0.0053 loss: 1.8527 03/09 22:54:32 - mmengine - INFO - Epoch(train) [219][ 600/2503] lr: 1.3718e-01 eta: 7:48:38 time: 0.1172 data_time: 0.0048 loss: 1.8608 03/09 22:54:46 - mmengine - INFO - Epoch(train) [219][ 700/2503] lr: 1.3711e-01 eta: 7:48:24 time: 0.1476 data_time: 0.0049 loss: 1.7609 03/09 22:55:00 - mmengine - INFO - Epoch(train) [219][ 800/2503] lr: 1.3705e-01 eta: 7:48:11 time: 0.1129 data_time: 0.0050 loss: 1.8072 03/09 22:55:14 - mmengine - INFO - Epoch(train) [219][ 900/2503] lr: 1.3698e-01 eta: 7:47:57 time: 0.1121 data_time: 0.0049 loss: 2.0524 03/09 22:55:28 - mmengine - INFO - Epoch(train) [219][1000/2503] lr: 1.3691e-01 eta: 7:47:43 time: 0.1420 data_time: 0.0048 loss: 1.9014 03/09 22:55:41 - mmengine - INFO - Epoch(train) [219][1100/2503] lr: 1.3685e-01 eta: 7:47:29 time: 0.1275 data_time: 0.0048 loss: 1.9348 03/09 22:55:55 - mmengine - INFO - Epoch(train) [219][1200/2503] lr: 1.3678e-01 eta: 7:47:15 time: 0.1511 data_time: 0.0089 loss: 1.7485 03/09 22:56:09 - mmengine - INFO - Epoch(train) [219][1300/2503] lr: 1.3671e-01 eta: 7:47:02 time: 0.1419 data_time: 0.0047 loss: 1.8031 03/09 22:56:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:56:23 - mmengine - INFO - Epoch(train) [219][1400/2503] lr: 1.3664e-01 eta: 7:46:48 time: 0.1396 data_time: 0.0052 loss: 2.0058 03/09 22:56:37 - mmengine - INFO - Epoch(train) [219][1500/2503] lr: 1.3658e-01 eta: 7:46:34 time: 0.1261 data_time: 0.0048 loss: 1.8432 03/09 22:56:51 - mmengine - INFO - Epoch(train) [219][1600/2503] lr: 1.3651e-01 eta: 7:46:20 time: 0.1487 data_time: 0.0047 loss: 1.8793 03/09 22:57:04 - mmengine - INFO - Epoch(train) [219][1700/2503] lr: 1.3644e-01 eta: 7:46:06 time: 0.1233 data_time: 0.0048 loss: 1.9501 03/09 22:57:19 - mmengine - INFO - Epoch(train) [219][1800/2503] lr: 1.3638e-01 eta: 7:45:53 time: 0.1092 data_time: 0.0091 loss: 1.8923 03/09 22:57:33 - mmengine - INFO - Epoch(train) [219][1900/2503] lr: 1.3631e-01 eta: 7:45:39 time: 0.1343 data_time: 0.0045 loss: 2.0639 03/09 22:57:46 - mmengine - INFO - Epoch(train) [219][2000/2503] lr: 1.3624e-01 eta: 7:45:25 time: 0.1424 data_time: 0.0052 loss: 2.0249 03/09 22:58:00 - mmengine - INFO - Epoch(train) [219][2100/2503] lr: 1.3618e-01 eta: 7:45:11 time: 0.1631 data_time: 0.0050 loss: 1.9203 03/09 22:58:14 - mmengine - INFO - Epoch(train) [219][2200/2503] lr: 1.3611e-01 eta: 7:44:58 time: 0.1405 data_time: 0.0051 loss: 1.7706 03/09 22:58:28 - mmengine - INFO - Epoch(train) [219][2300/2503] lr: 1.3604e-01 eta: 7:44:44 time: 0.1389 data_time: 0.0047 loss: 1.7706 03/09 22:58:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:58:42 - mmengine - INFO - Epoch(train) [219][2400/2503] lr: 1.3597e-01 eta: 7:44:30 time: 0.1153 data_time: 0.0048 loss: 1.8717 03/09 22:58:55 - mmengine - INFO - Epoch(train) [219][2500/2503] lr: 1.3591e-01 eta: 7:44:16 time: 0.1343 data_time: 0.0189 loss: 2.1190 03/09 22:58:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 22:58:56 - mmengine - INFO - Saving checkpoint at 219 epochs 03/09 22:59:23 - mmengine - INFO - Epoch(val) [219][98/98] accuracy/top1: 60.4060 accuracy/top5: 83.2200 03/09 22:59:39 - mmengine - INFO - Epoch(train) [220][ 100/2503] lr: 1.3584e-01 eta: 7:44:02 time: 0.1165 data_time: 0.0204 loss: 1.9248 03/09 22:59:53 - mmengine - INFO - Epoch(train) [220][ 200/2503] lr: 1.3577e-01 eta: 7:43:49 time: 0.1292 data_time: 0.0046 loss: 1.9235 03/09 23:00:07 - mmengine - INFO - Epoch(train) [220][ 300/2503] lr: 1.3570e-01 eta: 7:43:35 time: 0.1608 data_time: 0.0047 loss: 1.9111 03/09 23:00:21 - mmengine - INFO - Epoch(train) [220][ 400/2503] lr: 1.3564e-01 eta: 7:43:21 time: 0.1627 data_time: 0.0043 loss: 1.8141 03/09 23:00:34 - mmengine - INFO - Epoch(train) [220][ 500/2503] lr: 1.3557e-01 eta: 7:43:07 time: 0.1292 data_time: 0.0049 loss: 1.8874 03/09 23:00:48 - mmengine - INFO - Epoch(train) [220][ 600/2503] lr: 1.3550e-01 eta: 7:42:54 time: 0.1366 data_time: 0.0049 loss: 1.7851 03/09 23:01:02 - mmengine - INFO - Epoch(train) [220][ 700/2503] lr: 1.3544e-01 eta: 7:42:40 time: 0.1402 data_time: 0.0046 loss: 1.8552 03/09 23:01:16 - mmengine - INFO - Epoch(train) [220][ 800/2503] lr: 1.3537e-01 eta: 7:42:26 time: 0.1444 data_time: 0.0048 loss: 1.8401 03/09 23:01:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:01:30 - mmengine - INFO - Epoch(train) [220][ 900/2503] lr: 1.3530e-01 eta: 7:42:12 time: 0.1349 data_time: 0.0048 loss: 1.8252 03/09 23:01:44 - mmengine - INFO - Epoch(train) [220][1000/2503] lr: 1.3523e-01 eta: 7:41:59 time: 0.1318 data_time: 0.0053 loss: 1.7781 03/09 23:01:58 - mmengine - INFO - Epoch(train) [220][1100/2503] lr: 1.3517e-01 eta: 7:41:45 time: 0.1266 data_time: 0.0048 loss: 1.8949 03/09 23:02:12 - mmengine - INFO - Epoch(train) [220][1200/2503] lr: 1.3510e-01 eta: 7:41:31 time: 0.1232 data_time: 0.0052 loss: 1.9119 03/09 23:02:26 - mmengine - INFO - Epoch(train) [220][1300/2503] lr: 1.3503e-01 eta: 7:41:17 time: 0.1595 data_time: 0.0056 loss: 1.7712 03/09 23:02:39 - mmengine - INFO - Epoch(train) [220][1400/2503] lr: 1.3497e-01 eta: 7:41:03 time: 0.1020 data_time: 0.0046 loss: 1.9158 03/09 23:02:53 - mmengine - INFO - Epoch(train) [220][1500/2503] lr: 1.3490e-01 eta: 7:40:50 time: 0.1368 data_time: 0.0046 loss: 1.9438 03/09 23:03:07 - mmengine - INFO - Epoch(train) [220][1600/2503] lr: 1.3483e-01 eta: 7:40:36 time: 0.1251 data_time: 0.0236 loss: 1.8886 03/09 23:03:21 - mmengine - INFO - Epoch(train) [220][1700/2503] lr: 1.3477e-01 eta: 7:40:22 time: 0.1363 data_time: 0.0049 loss: 2.0233 03/09 23:03:35 - mmengine - INFO - Epoch(train) [220][1800/2503] lr: 1.3470e-01 eta: 7:40:08 time: 0.1472 data_time: 0.0047 loss: 1.8668 03/09 23:03:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:03:49 - mmengine - INFO - Epoch(train) [220][1900/2503] lr: 1.3463e-01 eta: 7:39:55 time: 0.1438 data_time: 0.0048 loss: 1.9395 03/09 23:04:03 - mmengine - INFO - Epoch(train) [220][2000/2503] lr: 1.3456e-01 eta: 7:39:41 time: 0.1026 data_time: 0.0046 loss: 1.8602 03/09 23:04:17 - mmengine - INFO - Epoch(train) [220][2100/2503] lr: 1.3450e-01 eta: 7:39:27 time: 0.1327 data_time: 0.0051 loss: 1.9082 03/09 23:04:30 - mmengine - INFO - Epoch(train) [220][2200/2503] lr: 1.3443e-01 eta: 7:39:13 time: 0.1326 data_time: 0.0049 loss: 1.8856 03/09 23:04:44 - mmengine - INFO - Epoch(train) [220][2300/2503] lr: 1.3436e-01 eta: 7:38:59 time: 0.1308 data_time: 0.0044 loss: 1.8391 03/09 23:04:58 - mmengine - INFO - Epoch(train) [220][2400/2503] lr: 1.3430e-01 eta: 7:38:46 time: 0.1355 data_time: 0.0048 loss: 1.8288 03/09 23:05:12 - mmengine - INFO - Epoch(train) [220][2500/2503] lr: 1.3423e-01 eta: 7:38:32 time: 0.1383 data_time: 0.0057 loss: 1.8862 03/09 23:05:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:05:13 - mmengine - INFO - Saving checkpoint at 220 epochs 03/09 23:05:40 - mmengine - INFO - Epoch(val) [220][98/98] accuracy/top1: 59.7380 accuracy/top5: 82.6100 03/09 23:05:56 - mmengine - INFO - Epoch(train) [221][ 100/2503] lr: 1.3416e-01 eta: 7:38:18 time: 0.1835 data_time: 0.0043 loss: 1.6332 03/09 23:06:09 - mmengine - INFO - Epoch(train) [221][ 200/2503] lr: 1.3409e-01 eta: 7:38:05 time: 0.1351 data_time: 0.0043 loss: 1.7727 03/09 23:06:23 - mmengine - INFO - Epoch(train) [221][ 300/2503] lr: 1.3403e-01 eta: 7:37:51 time: 0.1046 data_time: 0.0046 loss: 1.8095 03/09 23:06:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:06:37 - mmengine - INFO - Epoch(train) [221][ 400/2503] lr: 1.3396e-01 eta: 7:37:37 time: 0.1087 data_time: 0.0048 loss: 1.8245 03/09 23:06:51 - mmengine - INFO - Epoch(train) [221][ 500/2503] lr: 1.3389e-01 eta: 7:37:23 time: 0.1400 data_time: 0.0049 loss: 1.9931 03/09 23:07:05 - mmengine - INFO - Epoch(train) [221][ 600/2503] lr: 1.3383e-01 eta: 7:37:10 time: 0.1352 data_time: 0.0054 loss: 1.8712 03/09 23:07:19 - mmengine - INFO - Epoch(train) [221][ 700/2503] lr: 1.3376e-01 eta: 7:36:56 time: 0.1011 data_time: 0.0048 loss: 1.9305 03/09 23:07:33 - mmengine - INFO - Epoch(train) [221][ 800/2503] lr: 1.3369e-01 eta: 7:36:42 time: 0.1261 data_time: 0.0046 loss: 2.0559 03/09 23:07:46 - mmengine - INFO - Epoch(train) [221][ 900/2503] lr: 1.3362e-01 eta: 7:36:28 time: 0.1367 data_time: 0.0050 loss: 1.8741 03/09 23:08:00 - mmengine - INFO - Epoch(train) [221][1000/2503] lr: 1.3356e-01 eta: 7:36:14 time: 0.1365 data_time: 0.0047 loss: 1.7301 03/09 23:08:15 - mmengine - INFO - Epoch(train) [221][1100/2503] lr: 1.3349e-01 eta: 7:36:01 time: 0.1647 data_time: 0.0052 loss: 1.7405 03/09 23:08:28 - mmengine - INFO - Epoch(train) [221][1200/2503] lr: 1.3342e-01 eta: 7:35:47 time: 0.1230 data_time: 0.0047 loss: 1.7439 03/09 23:08:42 - mmengine - INFO - Epoch(train) [221][1300/2503] lr: 1.3336e-01 eta: 7:35:33 time: 0.1243 data_time: 0.0047 loss: 1.9042 03/09 23:08:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:08:56 - mmengine - INFO - Epoch(train) [221][1400/2503] lr: 1.3329e-01 eta: 7:35:19 time: 0.1277 data_time: 0.0046 loss: 1.9406 03/09 23:09:10 - mmengine - INFO - Epoch(train) [221][1500/2503] lr: 1.3322e-01 eta: 7:35:06 time: 0.1205 data_time: 0.0042 loss: 1.9340 03/09 23:09:24 - mmengine - INFO - Epoch(train) [221][1600/2503] lr: 1.3315e-01 eta: 7:34:52 time: 0.1238 data_time: 0.0044 loss: 1.7984 03/09 23:09:39 - mmengine - INFO - Epoch(train) [221][1700/2503] lr: 1.3309e-01 eta: 7:34:38 time: 0.1199 data_time: 0.0052 loss: 1.7282 03/09 23:09:52 - mmengine - INFO - Epoch(train) [221][1800/2503] lr: 1.3302e-01 eta: 7:34:25 time: 0.1273 data_time: 0.0047 loss: 1.9190 03/09 23:10:06 - mmengine - INFO - Epoch(train) [221][1900/2503] lr: 1.3295e-01 eta: 7:34:11 time: 0.1405 data_time: 0.0045 loss: 1.8506 03/09 23:10:21 - mmengine - INFO - Epoch(train) [221][2000/2503] lr: 1.3289e-01 eta: 7:33:57 time: 0.1423 data_time: 0.0235 loss: 1.8172 03/09 23:10:34 - mmengine - INFO - Epoch(train) [221][2100/2503] lr: 1.3282e-01 eta: 7:33:43 time: 0.1397 data_time: 0.0044 loss: 1.8181 03/09 23:10:48 - mmengine - INFO - Epoch(train) [221][2200/2503] lr: 1.3275e-01 eta: 7:33:30 time: 0.1204 data_time: 0.0050 loss: 1.9653 03/09 23:11:02 - mmengine - INFO - Epoch(train) [221][2300/2503] lr: 1.3269e-01 eta: 7:33:16 time: 0.1367 data_time: 0.0048 loss: 1.9083 03/09 23:11:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:11:16 - mmengine - INFO - Epoch(train) [221][2400/2503] lr: 1.3262e-01 eta: 7:33:02 time: 0.1340 data_time: 0.0045 loss: 1.8475 03/09 23:11:30 - mmengine - INFO - Epoch(train) [221][2500/2503] lr: 1.3255e-01 eta: 7:32:48 time: 0.1203 data_time: 0.0060 loss: 1.9781 03/09 23:11:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:11:31 - mmengine - INFO - Saving checkpoint at 221 epochs 03/09 23:11:57 - mmengine - INFO - Epoch(val) [221][98/98] accuracy/top1: 60.6660 accuracy/top5: 83.2060 03/09 23:12:12 - mmengine - INFO - Epoch(train) [222][ 100/2503] lr: 1.3248e-01 eta: 7:32:35 time: 0.1249 data_time: 0.0054 loss: 1.9434 03/09 23:12:26 - mmengine - INFO - Epoch(train) [222][ 200/2503] lr: 1.3242e-01 eta: 7:32:21 time: 0.1130 data_time: 0.0047 loss: 1.7218 03/09 23:12:40 - mmengine - INFO - Epoch(train) [222][ 300/2503] lr: 1.3235e-01 eta: 7:32:07 time: 0.1186 data_time: 0.0050 loss: 1.9712 03/09 23:12:54 - mmengine - INFO - Epoch(train) [222][ 400/2503] lr: 1.3228e-01 eta: 7:31:53 time: 0.1275 data_time: 0.0303 loss: 1.8360 03/09 23:13:08 - mmengine - INFO - Epoch(train) [222][ 500/2503] lr: 1.3221e-01 eta: 7:31:40 time: 0.1548 data_time: 0.0045 loss: 1.7709 03/09 23:13:21 - mmengine - INFO - Epoch(train) [222][ 600/2503] lr: 1.3215e-01 eta: 7:31:26 time: 0.1497 data_time: 0.0051 loss: 1.8286 03/09 23:13:35 - mmengine - INFO - Epoch(train) [222][ 700/2503] lr: 1.3208e-01 eta: 7:31:12 time: 0.1541 data_time: 0.0047 loss: 1.8064 03/09 23:13:49 - mmengine - INFO - Epoch(train) [222][ 800/2503] lr: 1.3201e-01 eta: 7:30:58 time: 0.1303 data_time: 0.0048 loss: 1.7078 03/09 23:13:54 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:14:03 - mmengine - INFO - Epoch(train) [222][ 900/2503] lr: 1.3195e-01 eta: 7:30:44 time: 0.1552 data_time: 0.0050 loss: 1.8446 03/09 23:14:17 - mmengine - INFO - Epoch(train) [222][1000/2503] lr: 1.3188e-01 eta: 7:30:31 time: 0.1393 data_time: 0.0042 loss: 2.0436 03/09 23:14:31 - mmengine - INFO - Epoch(train) [222][1100/2503] lr: 1.3181e-01 eta: 7:30:17 time: 0.1041 data_time: 0.0047 loss: 1.9005 03/09 23:14:45 - mmengine - INFO - Epoch(train) [222][1200/2503] lr: 1.3175e-01 eta: 7:30:03 time: 0.1477 data_time: 0.0043 loss: 1.7656 03/09 23:14:58 - mmengine - INFO - Epoch(train) [222][1300/2503] lr: 1.3168e-01 eta: 7:29:49 time: 0.1615 data_time: 0.0044 loss: 1.9322 03/09 23:15:12 - mmengine - INFO - Epoch(train) [222][1400/2503] lr: 1.3161e-01 eta: 7:29:35 time: 0.1179 data_time: 0.0073 loss: 2.0401 03/09 23:15:26 - mmengine - INFO - Epoch(train) [222][1500/2503] lr: 1.3154e-01 eta: 7:29:22 time: 0.1623 data_time: 0.0047 loss: 1.9049 03/09 23:15:40 - mmengine - INFO - Epoch(train) [222][1600/2503] lr: 1.3148e-01 eta: 7:29:08 time: 0.1075 data_time: 0.0047 loss: 1.9184 03/09 23:15:54 - mmengine - INFO - Epoch(train) [222][1700/2503] lr: 1.3141e-01 eta: 7:28:54 time: 0.1399 data_time: 0.0047 loss: 1.9073 03/09 23:16:08 - mmengine - INFO - Epoch(train) [222][1800/2503] lr: 1.3134e-01 eta: 7:28:41 time: 0.1640 data_time: 0.0050 loss: 1.8934 03/09 23:16:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:16:22 - mmengine - INFO - Epoch(train) [222][1900/2503] lr: 1.3128e-01 eta: 7:28:27 time: 0.1315 data_time: 0.0046 loss: 1.9632 03/09 23:16:36 - mmengine - INFO - Epoch(train) [222][2000/2503] lr: 1.3121e-01 eta: 7:28:13 time: 0.1259 data_time: 0.0048 loss: 1.8599 03/09 23:16:50 - mmengine - INFO - Epoch(train) [222][2100/2503] lr: 1.3114e-01 eta: 7:27:59 time: 0.1406 data_time: 0.0045 loss: 1.8935 03/09 23:17:04 - mmengine - INFO - Epoch(train) [222][2200/2503] lr: 1.3107e-01 eta: 7:27:46 time: 0.1427 data_time: 0.0143 loss: 1.7993 03/09 23:17:18 - mmengine - INFO - Epoch(train) [222][2300/2503] lr: 1.3101e-01 eta: 7:27:32 time: 0.1211 data_time: 0.0048 loss: 1.9665 03/09 23:17:32 - mmengine - INFO - Epoch(train) [222][2400/2503] lr: 1.3094e-01 eta: 7:27:18 time: 0.1338 data_time: 0.0050 loss: 1.9023 03/09 23:17:46 - mmengine - INFO - Epoch(train) [222][2500/2503] lr: 1.3087e-01 eta: 7:27:04 time: 0.1215 data_time: 0.0320 loss: 1.8869 03/09 23:17:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:17:47 - mmengine - INFO - Saving checkpoint at 222 epochs 03/09 23:18:13 - mmengine - INFO - Epoch(val) [222][98/98] accuracy/top1: 60.9520 accuracy/top5: 83.6800 03/09 23:18:28 - mmengine - INFO - Epoch(train) [223][ 100/2503] lr: 1.3080e-01 eta: 7:26:51 time: 0.1486 data_time: 0.0304 loss: 1.8752 03/09 23:18:42 - mmengine - INFO - Epoch(train) [223][ 200/2503] lr: 1.3074e-01 eta: 7:26:37 time: 0.1405 data_time: 0.0049 loss: 1.8394 03/09 23:18:56 - mmengine - INFO - Epoch(train) [223][ 300/2503] lr: 1.3067e-01 eta: 7:26:23 time: 0.1479 data_time: 0.0053 loss: 1.8024 03/09 23:19:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:19:10 - mmengine - INFO - Epoch(train) [223][ 400/2503] lr: 1.3060e-01 eta: 7:26:09 time: 0.1250 data_time: 0.0055 loss: 1.7706 03/09 23:19:24 - mmengine - INFO - Epoch(train) [223][ 500/2503] lr: 1.3054e-01 eta: 7:25:56 time: 0.1176 data_time: 0.0050 loss: 1.8374 03/09 23:19:37 - mmengine - INFO - Epoch(train) [223][ 600/2503] lr: 1.3047e-01 eta: 7:25:42 time: 0.1360 data_time: 0.0050 loss: 1.8196 03/09 23:19:51 - mmengine - INFO - Epoch(train) [223][ 700/2503] lr: 1.3040e-01 eta: 7:25:28 time: 0.1215 data_time: 0.0045 loss: 1.8269 03/09 23:20:05 - mmengine - INFO - Epoch(train) [223][ 800/2503] lr: 1.3034e-01 eta: 7:25:14 time: 0.1558 data_time: 0.0045 loss: 1.7155 03/09 23:20:19 - mmengine - INFO - Epoch(train) [223][ 900/2503] lr: 1.3027e-01 eta: 7:25:00 time: 0.1191 data_time: 0.0050 loss: 1.9002 03/09 23:20:33 - mmengine - INFO - Epoch(train) [223][1000/2503] lr: 1.3020e-01 eta: 7:24:47 time: 0.1455 data_time: 0.0370 loss: 2.0225 03/09 23:20:46 - mmengine - INFO - Epoch(train) [223][1100/2503] lr: 1.3013e-01 eta: 7:24:33 time: 0.1671 data_time: 0.0049 loss: 1.8493 03/09 23:21:00 - mmengine - INFO - Epoch(train) [223][1200/2503] lr: 1.3007e-01 eta: 7:24:19 time: 0.1382 data_time: 0.0049 loss: 1.8945 03/09 23:21:14 - mmengine - INFO - Epoch(train) [223][1300/2503] lr: 1.3000e-01 eta: 7:24:05 time: 0.1507 data_time: 0.0048 loss: 1.7609 03/09 23:21:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:21:28 - mmengine - INFO - Epoch(train) [223][1400/2503] lr: 1.2993e-01 eta: 7:23:51 time: 0.1704 data_time: 0.0044 loss: 1.9200 03/09 23:21:42 - mmengine - INFO - Epoch(train) [223][1500/2503] lr: 1.2987e-01 eta: 7:23:38 time: 0.1399 data_time: 0.0046 loss: 1.9311 03/09 23:21:56 - mmengine - INFO - Epoch(train) [223][1600/2503] lr: 1.2980e-01 eta: 7:23:24 time: 0.1652 data_time: 0.0044 loss: 1.8499 03/09 23:22:10 - mmengine - INFO - Epoch(train) [223][1700/2503] lr: 1.2973e-01 eta: 7:23:10 time: 0.1740 data_time: 0.0047 loss: 1.8415 03/09 23:22:23 - mmengine - INFO - Epoch(train) [223][1800/2503] lr: 1.2967e-01 eta: 7:22:56 time: 0.1050 data_time: 0.0049 loss: 1.9490 03/09 23:22:37 - mmengine - INFO - Epoch(train) [223][1900/2503] lr: 1.2960e-01 eta: 7:22:42 time: 0.1194 data_time: 0.0045 loss: 1.8774 03/09 23:22:51 - mmengine - INFO - Epoch(train) [223][2000/2503] lr: 1.2953e-01 eta: 7:22:29 time: 0.1419 data_time: 0.0053 loss: 1.8906 03/09 23:23:05 - mmengine - INFO - Epoch(train) [223][2100/2503] lr: 1.2946e-01 eta: 7:22:15 time: 0.1506 data_time: 0.0048 loss: 2.0156 03/09 23:23:19 - mmengine - INFO - Epoch(train) [223][2200/2503] lr: 1.2940e-01 eta: 7:22:01 time: 0.1435 data_time: 0.0053 loss: 1.8904 03/09 23:23:32 - mmengine - INFO - Epoch(train) [223][2300/2503] lr: 1.2933e-01 eta: 7:21:47 time: 0.1221 data_time: 0.0049 loss: 1.9144 03/09 23:23:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:23:47 - mmengine - INFO - Epoch(train) [223][2400/2503] lr: 1.2926e-01 eta: 7:21:34 time: 0.1442 data_time: 0.0045 loss: 1.7450 03/09 23:24:00 - mmengine - INFO - Epoch(train) [223][2500/2503] lr: 1.2920e-01 eta: 7:21:20 time: 0.1125 data_time: 0.0065 loss: 1.9727 03/09 23:24:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:24:01 - mmengine - INFO - Saving checkpoint at 223 epochs 03/09 23:24:26 - mmengine - INFO - Epoch(val) [223][98/98] accuracy/top1: 60.0500 accuracy/top5: 83.0620 03/09 23:24:41 - mmengine - INFO - Epoch(train) [224][ 100/2503] lr: 1.2913e-01 eta: 7:21:06 time: 0.1444 data_time: 0.0048 loss: 1.7676 03/09 23:24:56 - mmengine - INFO - Epoch(train) [224][ 200/2503] lr: 1.2906e-01 eta: 7:20:52 time: 0.1458 data_time: 0.0260 loss: 1.8853 03/09 23:25:09 - mmengine - INFO - Epoch(train) [224][ 300/2503] lr: 1.2899e-01 eta: 7:20:38 time: 0.1200 data_time: 0.0047 loss: 1.8368 03/09 23:25:23 - mmengine - INFO - Epoch(train) [224][ 400/2503] lr: 1.2893e-01 eta: 7:20:25 time: 0.1449 data_time: 0.0047 loss: 1.7835 03/09 23:25:37 - mmengine - INFO - Epoch(train) [224][ 500/2503] lr: 1.2886e-01 eta: 7:20:11 time: 0.1115 data_time: 0.0044 loss: 1.8469 03/09 23:25:51 - mmengine - INFO - Epoch(train) [224][ 600/2503] lr: 1.2879e-01 eta: 7:19:57 time: 0.1364 data_time: 0.0043 loss: 1.8910 03/09 23:26:05 - mmengine - INFO - Epoch(train) [224][ 700/2503] lr: 1.2872e-01 eta: 7:19:43 time: 0.1232 data_time: 0.0052 loss: 1.7597 03/09 23:26:19 - mmengine - INFO - Epoch(train) [224][ 800/2503] lr: 1.2866e-01 eta: 7:19:29 time: 0.1026 data_time: 0.0047 loss: 1.7009 03/09 23:26:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:26:33 - mmengine - INFO - Epoch(train) [224][ 900/2503] lr: 1.2859e-01 eta: 7:19:16 time: 0.1584 data_time: 0.0168 loss: 1.8483 03/09 23:26:46 - mmengine - INFO - Epoch(train) [224][1000/2503] lr: 1.2852e-01 eta: 7:19:02 time: 0.1026 data_time: 0.0050 loss: 1.8327 03/09 23:27:00 - mmengine - INFO - Epoch(train) [224][1100/2503] lr: 1.2846e-01 eta: 7:18:48 time: 0.1291 data_time: 0.0045 loss: 1.9610 03/09 23:27:14 - mmengine - INFO - Epoch(train) [224][1200/2503] lr: 1.2839e-01 eta: 7:18:34 time: 0.1367 data_time: 0.0049 loss: 1.8302 03/09 23:27:28 - mmengine - INFO - Epoch(train) [224][1300/2503] lr: 1.2832e-01 eta: 7:18:20 time: 0.1117 data_time: 0.0051 loss: 2.0639 03/09 23:27:42 - mmengine - INFO - Epoch(train) [224][1400/2503] lr: 1.2826e-01 eta: 7:18:07 time: 0.1392 data_time: 0.0050 loss: 1.8251 03/09 23:27:56 - mmengine - INFO - Epoch(train) [224][1500/2503] lr: 1.2819e-01 eta: 7:17:53 time: 0.1587 data_time: 0.0046 loss: 1.7517 03/09 23:28:09 - mmengine - INFO - Epoch(train) [224][1600/2503] lr: 1.2812e-01 eta: 7:17:39 time: 0.1183 data_time: 0.0047 loss: 1.8013 03/09 23:28:23 - mmengine - INFO - Epoch(train) [224][1700/2503] lr: 1.2805e-01 eta: 7:17:25 time: 0.1164 data_time: 0.0050 loss: 1.7289 03/09 23:28:37 - mmengine - INFO - Epoch(train) [224][1800/2503] lr: 1.2799e-01 eta: 7:17:12 time: 0.1433 data_time: 0.0047 loss: 1.8433 03/09 23:28:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:28:51 - mmengine - INFO - Epoch(train) [224][1900/2503] lr: 1.2792e-01 eta: 7:16:58 time: 0.1674 data_time: 0.0054 loss: 1.8687 03/09 23:29:05 - mmengine - INFO - Epoch(train) [224][2000/2503] lr: 1.2785e-01 eta: 7:16:44 time: 0.1391 data_time: 0.0048 loss: 1.7454 03/09 23:29:19 - mmengine - INFO - Epoch(train) [224][2100/2503] lr: 1.2779e-01 eta: 7:16:30 time: 0.1055 data_time: 0.0051 loss: 1.9097 03/09 23:29:33 - mmengine - INFO - Epoch(train) [224][2200/2503] lr: 1.2772e-01 eta: 7:16:17 time: 0.1388 data_time: 0.0050 loss: 1.7885 03/09 23:29:46 - mmengine - INFO - Epoch(train) [224][2300/2503] lr: 1.2765e-01 eta: 7:16:03 time: 0.1526 data_time: 0.0081 loss: 1.9832 03/09 23:30:00 - mmengine - INFO - Epoch(train) [224][2400/2503] lr: 1.2758e-01 eta: 7:15:49 time: 0.1519 data_time: 0.0052 loss: 1.8128 03/09 23:30:14 - mmengine - INFO - Epoch(train) [224][2500/2503] lr: 1.2752e-01 eta: 7:15:35 time: 0.1005 data_time: 0.0061 loss: 1.9339 03/09 23:30:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:30:14 - mmengine - INFO - Saving checkpoint at 224 epochs 03/09 23:30:42 - mmengine - INFO - Epoch(val) [224][98/98] accuracy/top1: 61.0000 accuracy/top5: 83.7040 03/09 23:30:57 - mmengine - INFO - Epoch(train) [225][ 100/2503] lr: 1.2745e-01 eta: 7:15:21 time: 0.1038 data_time: 0.0046 loss: 1.9472 03/09 23:31:11 - mmengine - INFO - Epoch(train) [225][ 200/2503] lr: 1.2738e-01 eta: 7:15:08 time: 0.1228 data_time: 0.0046 loss: 1.7177 03/09 23:31:25 - mmengine - INFO - Epoch(train) [225][ 300/2503] lr: 1.2731e-01 eta: 7:14:54 time: 0.1645 data_time: 0.0048 loss: 1.8541 03/09 23:31:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:31:40 - mmengine - INFO - Epoch(train) [225][ 400/2503] lr: 1.2725e-01 eta: 7:14:40 time: 0.1919 data_time: 0.0048 loss: 1.8375 03/09 23:31:53 - mmengine - INFO - Epoch(train) [225][ 500/2503] lr: 1.2718e-01 eta: 7:14:26 time: 0.1379 data_time: 0.0405 loss: 1.8814 03/09 23:32:08 - mmengine - INFO - Epoch(train) [225][ 600/2503] lr: 1.2711e-01 eta: 7:14:13 time: 0.1754 data_time: 0.0047 loss: 2.0903 03/09 23:32:21 - mmengine - INFO - Epoch(train) [225][ 700/2503] lr: 1.2705e-01 eta: 7:13:59 time: 0.1251 data_time: 0.0047 loss: 1.7806 03/09 23:32:35 - mmengine - INFO - Epoch(train) [225][ 800/2503] lr: 1.2698e-01 eta: 7:13:45 time: 0.1440 data_time: 0.0050 loss: 1.7460 03/09 23:32:49 - mmengine - INFO - Epoch(train) [225][ 900/2503] lr: 1.2691e-01 eta: 7:13:31 time: 0.1396 data_time: 0.0044 loss: 1.8028 03/09 23:33:03 - mmengine - INFO - Epoch(train) [225][1000/2503] lr: 1.2685e-01 eta: 7:13:18 time: 0.1330 data_time: 0.0045 loss: 1.7832 03/09 23:33:17 - mmengine - INFO - Epoch(train) [225][1100/2503] lr: 1.2678e-01 eta: 7:13:04 time: 0.1241 data_time: 0.0045 loss: 1.8825 03/09 23:33:31 - mmengine - INFO - Epoch(train) [225][1200/2503] lr: 1.2671e-01 eta: 7:12:50 time: 0.1609 data_time: 0.0412 loss: 1.9426 03/09 23:33:44 - mmengine - INFO - Epoch(train) [225][1300/2503] lr: 1.2664e-01 eta: 7:12:36 time: 0.1456 data_time: 0.0047 loss: 1.7645 03/09 23:33:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:33:59 - mmengine - INFO - Epoch(train) [225][1400/2503] lr: 1.2658e-01 eta: 7:12:23 time: 0.1317 data_time: 0.0048 loss: 1.9409 03/09 23:34:12 - mmengine - INFO - Epoch(train) [225][1500/2503] lr: 1.2651e-01 eta: 7:12:09 time: 0.1311 data_time: 0.0045 loss: 1.9080 03/09 23:34:26 - mmengine - INFO - Epoch(train) [225][1600/2503] lr: 1.2644e-01 eta: 7:11:55 time: 0.1356 data_time: 0.0051 loss: 2.0300 03/09 23:34:40 - mmengine - INFO - Epoch(train) [225][1700/2503] lr: 1.2638e-01 eta: 7:11:41 time: 0.1232 data_time: 0.0057 loss: 1.8841 03/09 23:34:54 - mmengine - INFO - Epoch(train) [225][1800/2503] lr: 1.2631e-01 eta: 7:11:27 time: 0.1023 data_time: 0.0046 loss: 1.8921 03/09 23:35:07 - mmengine - INFO - Epoch(train) [225][1900/2503] lr: 1.2624e-01 eta: 7:11:13 time: 0.1071 data_time: 0.0048 loss: 1.9274 03/09 23:35:21 - mmengine - INFO - Epoch(train) [225][2000/2503] lr: 1.2618e-01 eta: 7:11:00 time: 0.1352 data_time: 0.0048 loss: 1.7799 03/09 23:35:35 - mmengine - INFO - Epoch(train) [225][2100/2503] lr: 1.2611e-01 eta: 7:10:46 time: 0.1414 data_time: 0.0047 loss: 1.8794 03/09 23:35:49 - mmengine - INFO - Epoch(train) [225][2200/2503] lr: 1.2604e-01 eta: 7:10:32 time: 0.1615 data_time: 0.0048 loss: 1.7165 03/09 23:36:03 - mmengine - INFO - Epoch(train) [225][2300/2503] lr: 1.2597e-01 eta: 7:10:18 time: 0.1373 data_time: 0.0050 loss: 1.8053 03/09 23:36:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:36:17 - mmengine - INFO - Epoch(train) [225][2400/2503] lr: 1.2591e-01 eta: 7:10:05 time: 0.1480 data_time: 0.0042 loss: 1.9355 03/09 23:36:30 - mmengine - INFO - Epoch(train) [225][2500/2503] lr: 1.2584e-01 eta: 7:09:51 time: 0.0994 data_time: 0.0066 loss: 1.8255 03/09 23:36:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:36:31 - mmengine - INFO - Saving checkpoint at 225 epochs 03/09 23:36:56 - mmengine - INFO - Epoch(val) [225][98/98] accuracy/top1: 61.0320 accuracy/top5: 83.5180 03/09 23:37:13 - mmengine - INFO - Epoch(train) [226][ 100/2503] lr: 1.2577e-01 eta: 7:09:37 time: 0.1669 data_time: 0.0049 loss: 1.9103 03/09 23:37:26 - mmengine - INFO - Epoch(train) [226][ 200/2503] lr: 1.2570e-01 eta: 7:09:23 time: 0.1113 data_time: 0.0048 loss: 1.7421 03/09 23:37:40 - mmengine - INFO - Epoch(train) [226][ 300/2503] lr: 1.2564e-01 eta: 7:09:09 time: 0.1157 data_time: 0.0054 loss: 1.9207 03/09 23:37:54 - mmengine - INFO - Epoch(train) [226][ 400/2503] lr: 1.2557e-01 eta: 7:08:56 time: 0.1445 data_time: 0.0048 loss: 1.7691 03/09 23:38:08 - mmengine - INFO - Epoch(train) [226][ 500/2503] lr: 1.2550e-01 eta: 7:08:42 time: 0.1209 data_time: 0.0043 loss: 1.8078 03/09 23:38:22 - mmengine - INFO - Epoch(train) [226][ 600/2503] lr: 1.2544e-01 eta: 7:08:28 time: 0.1561 data_time: 0.0054 loss: 1.8871 03/09 23:38:36 - mmengine - INFO - Epoch(train) [226][ 700/2503] lr: 1.2537e-01 eta: 7:08:15 time: 0.1453 data_time: 0.0054 loss: 1.8102 03/09 23:38:50 - mmengine - INFO - Epoch(train) [226][ 800/2503] lr: 1.2530e-01 eta: 7:08:01 time: 0.1376 data_time: 0.0044 loss: 1.8927 03/09 23:38:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:39:04 - mmengine - INFO - Epoch(train) [226][ 900/2503] lr: 1.2523e-01 eta: 7:07:47 time: 0.1678 data_time: 0.0050 loss: 1.8649 03/09 23:39:18 - mmengine - INFO - Epoch(train) [226][1000/2503] lr: 1.2517e-01 eta: 7:07:33 time: 0.1342 data_time: 0.0045 loss: 1.8705 03/09 23:39:31 - mmengine - INFO - Epoch(train) [226][1100/2503] lr: 1.2510e-01 eta: 7:07:19 time: 0.1043 data_time: 0.0055 loss: 1.9574 03/09 23:39:45 - mmengine - INFO - Epoch(train) [226][1200/2503] lr: 1.2503e-01 eta: 7:07:06 time: 0.1642 data_time: 0.0048 loss: 1.9321 03/09 23:39:59 - mmengine - INFO - Epoch(train) [226][1300/2503] lr: 1.2497e-01 eta: 7:06:52 time: 0.1246 data_time: 0.0054 loss: 1.9849 03/09 23:40:13 - mmengine - INFO - Epoch(train) [226][1400/2503] lr: 1.2490e-01 eta: 7:06:38 time: 0.1378 data_time: 0.0050 loss: 1.9311 03/09 23:40:27 - mmengine - INFO - Epoch(train) [226][1500/2503] lr: 1.2483e-01 eta: 7:06:24 time: 0.1499 data_time: 0.0043 loss: 1.8524 03/09 23:40:41 - mmengine - INFO - Epoch(train) [226][1600/2503] lr: 1.2477e-01 eta: 7:06:11 time: 0.1164 data_time: 0.0050 loss: 1.7618 03/09 23:40:55 - mmengine - INFO - Epoch(train) [226][1700/2503] lr: 1.2470e-01 eta: 7:05:57 time: 0.1056 data_time: 0.0050 loss: 1.8387 03/09 23:41:09 - mmengine - INFO - Epoch(train) [226][1800/2503] lr: 1.2463e-01 eta: 7:05:43 time: 0.1466 data_time: 0.0046 loss: 1.9349 03/09 23:41:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:41:23 - mmengine - INFO - Epoch(train) [226][1900/2503] lr: 1.2456e-01 eta: 7:05:29 time: 0.1233 data_time: 0.0046 loss: 1.9094 03/09 23:41:37 - mmengine - INFO - Epoch(train) [226][2000/2503] lr: 1.2450e-01 eta: 7:05:16 time: 0.1562 data_time: 0.0047 loss: 1.9238 03/09 23:41:51 - mmengine - INFO - Epoch(train) [226][2100/2503] lr: 1.2443e-01 eta: 7:05:02 time: 0.1620 data_time: 0.0048 loss: 1.7718 03/09 23:42:05 - mmengine - INFO - Epoch(train) [226][2200/2503] lr: 1.2436e-01 eta: 7:04:48 time: 0.1378 data_time: 0.0156 loss: 1.9734 03/09 23:42:20 - mmengine - INFO - Epoch(train) [226][2300/2503] lr: 1.2430e-01 eta: 7:04:35 time: 0.1024 data_time: 0.0052 loss: 1.8583 03/09 23:42:33 - mmengine - INFO - Epoch(train) [226][2400/2503] lr: 1.2423e-01 eta: 7:04:21 time: 0.1535 data_time: 0.0047 loss: 1.8128 03/09 23:42:47 - mmengine - INFO - Epoch(train) [226][2500/2503] lr: 1.2416e-01 eta: 7:04:07 time: 0.1418 data_time: 0.0058 loss: 2.0128 03/09 23:42:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:42:47 - mmengine - INFO - Saving checkpoint at 226 epochs 03/09 23:43:14 - mmengine - INFO - Epoch(val) [226][98/98] accuracy/top1: 61.1140 accuracy/top5: 83.6580 03/09 23:43:29 - mmengine - INFO - Epoch(train) [227][ 100/2503] lr: 1.2409e-01 eta: 7:03:53 time: 0.1299 data_time: 0.0046 loss: 1.9182 03/09 23:43:43 - mmengine - INFO - Epoch(train) [227][ 200/2503] lr: 1.2403e-01 eta: 7:03:39 time: 0.1249 data_time: 0.0051 loss: 1.7246 03/09 23:43:57 - mmengine - INFO - Epoch(train) [227][ 300/2503] lr: 1.2396e-01 eta: 7:03:26 time: 0.1412 data_time: 0.0046 loss: 1.8051 03/09 23:44:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:44:11 - mmengine - INFO - Epoch(train) [227][ 400/2503] lr: 1.2389e-01 eta: 7:03:12 time: 0.1253 data_time: 0.0260 loss: 1.8257 03/09 23:44:25 - mmengine - INFO - Epoch(train) [227][ 500/2503] lr: 1.2383e-01 eta: 7:02:58 time: 0.1179 data_time: 0.0221 loss: 1.7832 03/09 23:44:39 - mmengine - INFO - Epoch(train) [227][ 600/2503] lr: 1.2376e-01 eta: 7:02:44 time: 0.1435 data_time: 0.0049 loss: 1.7594 03/09 23:44:53 - mmengine - INFO - Epoch(train) [227][ 700/2503] lr: 1.2369e-01 eta: 7:02:31 time: 0.1620 data_time: 0.0053 loss: 1.7211 03/09 23:45:07 - mmengine - INFO - Epoch(train) [227][ 800/2503] lr: 1.2362e-01 eta: 7:02:17 time: 0.1340 data_time: 0.0052 loss: 1.7185 03/09 23:45:21 - mmengine - INFO - Epoch(train) [227][ 900/2503] lr: 1.2356e-01 eta: 7:02:03 time: 0.1474 data_time: 0.0051 loss: 1.7824 03/09 23:45:35 - mmengine - INFO - Epoch(train) [227][1000/2503] lr: 1.2349e-01 eta: 7:01:49 time: 0.1597 data_time: 0.0046 loss: 1.6573 03/09 23:45:48 - mmengine - INFO - Epoch(train) [227][1100/2503] lr: 1.2342e-01 eta: 7:01:35 time: 0.1310 data_time: 0.0052 loss: 1.9065 03/09 23:46:02 - mmengine - INFO - Epoch(train) [227][1200/2503] lr: 1.2336e-01 eta: 7:01:22 time: 0.1047 data_time: 0.0049 loss: 1.9026 03/09 23:46:16 - mmengine - INFO - Epoch(train) [227][1300/2503] lr: 1.2329e-01 eta: 7:01:08 time: 0.1378 data_time: 0.0046 loss: 1.9462 03/09 23:46:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:46:30 - mmengine - INFO - Epoch(train) [227][1400/2503] lr: 1.2322e-01 eta: 7:00:54 time: 0.1397 data_time: 0.0047 loss: 1.7522 03/09 23:46:44 - mmengine - INFO - Epoch(train) [227][1500/2503] lr: 1.2315e-01 eta: 7:00:40 time: 0.1435 data_time: 0.0045 loss: 1.9483 03/09 23:46:58 - mmengine - INFO - Epoch(train) [227][1600/2503] lr: 1.2309e-01 eta: 7:00:27 time: 0.1441 data_time: 0.0045 loss: 1.8405 03/09 23:47:12 - mmengine - INFO - Epoch(train) [227][1700/2503] lr: 1.2302e-01 eta: 7:00:13 time: 0.1247 data_time: 0.0048 loss: 1.7935 03/09 23:47:26 - mmengine - INFO - Epoch(train) [227][1800/2503] lr: 1.2295e-01 eta: 6:59:59 time: 0.1681 data_time: 0.0047 loss: 1.7314 03/09 23:47:40 - mmengine - INFO - Epoch(train) [227][1900/2503] lr: 1.2289e-01 eta: 6:59:45 time: 0.1277 data_time: 0.0052 loss: 1.7786 03/09 23:47:53 - mmengine - INFO - Epoch(train) [227][2000/2503] lr: 1.2282e-01 eta: 6:59:32 time: 0.1546 data_time: 0.0047 loss: 1.7423 03/09 23:48:07 - mmengine - INFO - Epoch(train) [227][2100/2503] lr: 1.2275e-01 eta: 6:59:18 time: 0.1099 data_time: 0.0051 loss: 1.8541 03/09 23:48:22 - mmengine - INFO - Epoch(train) [227][2200/2503] lr: 1.2269e-01 eta: 6:59:04 time: 0.1508 data_time: 0.0047 loss: 1.7720 03/09 23:48:35 - mmengine - INFO - Epoch(train) [227][2300/2503] lr: 1.2262e-01 eta: 6:58:50 time: 0.1673 data_time: 0.0048 loss: 1.8270 03/09 23:48:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:48:49 - mmengine - INFO - Epoch(train) [227][2400/2503] lr: 1.2255e-01 eta: 6:58:36 time: 0.1516 data_time: 0.0045 loss: 1.7439 03/09 23:49:03 - mmengine - INFO - Epoch(train) [227][2500/2503] lr: 1.2248e-01 eta: 6:58:23 time: 0.1286 data_time: 0.0058 loss: 1.8795 03/09 23:49:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:49:03 - mmengine - INFO - Saving checkpoint at 227 epochs 03/09 23:49:30 - mmengine - INFO - Epoch(val) [227][98/98] accuracy/top1: 60.5320 accuracy/top5: 83.1160 03/09 23:49:45 - mmengine - INFO - Epoch(train) [228][ 100/2503] lr: 1.2242e-01 eta: 6:58:09 time: 0.1477 data_time: 0.0046 loss: 1.9534 03/09 23:50:00 - mmengine - INFO - Epoch(train) [228][ 200/2503] lr: 1.2235e-01 eta: 6:57:55 time: 0.1501 data_time: 0.0043 loss: 1.9178 03/09 23:50:14 - mmengine - INFO - Epoch(train) [228][ 300/2503] lr: 1.2228e-01 eta: 6:57:41 time: 0.1513 data_time: 0.0047 loss: 1.8881 03/09 23:50:28 - mmengine - INFO - Epoch(train) [228][ 400/2503] lr: 1.2221e-01 eta: 6:57:28 time: 0.1752 data_time: 0.0048 loss: 1.9291 03/09 23:50:41 - mmengine - INFO - Epoch(train) [228][ 500/2503] lr: 1.2215e-01 eta: 6:57:14 time: 0.1279 data_time: 0.0052 loss: 1.8648 03/09 23:50:55 - mmengine - INFO - Epoch(train) [228][ 600/2503] lr: 1.2208e-01 eta: 6:57:00 time: 0.1385 data_time: 0.0046 loss: 1.9497 03/09 23:51:10 - mmengine - INFO - Epoch(train) [228][ 700/2503] lr: 1.2201e-01 eta: 6:56:47 time: 0.1500 data_time: 0.0045 loss: 1.6902 03/09 23:51:24 - mmengine - INFO - Epoch(train) [228][ 800/2503] lr: 1.2195e-01 eta: 6:56:33 time: 0.1190 data_time: 0.0047 loss: 1.6632 03/09 23:51:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:51:38 - mmengine - INFO - Epoch(train) [228][ 900/2503] lr: 1.2188e-01 eta: 6:56:19 time: 0.1358 data_time: 0.0045 loss: 1.9210 03/09 23:51:52 - mmengine - INFO - Epoch(train) [228][1000/2503] lr: 1.2181e-01 eta: 6:56:05 time: 0.1452 data_time: 0.0047 loss: 1.8356 03/09 23:52:06 - mmengine - INFO - Epoch(train) [228][1100/2503] lr: 1.2175e-01 eta: 6:55:52 time: 0.1709 data_time: 0.0051 loss: 1.7441 03/09 23:52:19 - mmengine - INFO - Epoch(train) [228][1200/2503] lr: 1.2168e-01 eta: 6:55:38 time: 0.1225 data_time: 0.0047 loss: 1.8807 03/09 23:52:33 - mmengine - INFO - Epoch(train) [228][1300/2503] lr: 1.2161e-01 eta: 6:55:24 time: 0.1403 data_time: 0.0056 loss: 1.8925 03/09 23:52:47 - mmengine - INFO - Epoch(train) [228][1400/2503] lr: 1.2154e-01 eta: 6:55:10 time: 0.1266 data_time: 0.0052 loss: 1.6644 03/09 23:53:01 - mmengine - INFO - Epoch(train) [228][1500/2503] lr: 1.2148e-01 eta: 6:54:56 time: 0.1423 data_time: 0.0045 loss: 1.7409 03/09 23:53:15 - mmengine - INFO - Epoch(train) [228][1600/2503] lr: 1.2141e-01 eta: 6:54:43 time: 0.1677 data_time: 0.0049 loss: 1.8259 03/09 23:53:29 - mmengine - INFO - Epoch(train) [228][1700/2503] lr: 1.2134e-01 eta: 6:54:29 time: 0.1599 data_time: 0.0049 loss: 1.7482 03/09 23:53:42 - mmengine - INFO - Epoch(train) [228][1800/2503] lr: 1.2128e-01 eta: 6:54:15 time: 0.1059 data_time: 0.0049 loss: 1.9162 03/09 23:53:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:53:56 - mmengine - INFO - Epoch(train) [228][1900/2503] lr: 1.2121e-01 eta: 6:54:01 time: 0.1289 data_time: 0.0054 loss: 1.7359 03/09 23:54:10 - mmengine - INFO - Epoch(train) [228][2000/2503] lr: 1.2114e-01 eta: 6:53:47 time: 0.1270 data_time: 0.0046 loss: 1.8919 03/09 23:54:24 - mmengine - INFO - Epoch(train) [228][2100/2503] lr: 1.2107e-01 eta: 6:53:34 time: 0.1183 data_time: 0.0045 loss: 1.9067 03/09 23:54:38 - mmengine - INFO - Epoch(train) [228][2200/2503] lr: 1.2101e-01 eta: 6:53:20 time: 0.1605 data_time: 0.0043 loss: 1.7356 03/09 23:54:51 - mmengine - INFO - Epoch(train) [228][2300/2503] lr: 1.2094e-01 eta: 6:53:06 time: 0.1447 data_time: 0.0048 loss: 1.9577 03/09 23:55:05 - mmengine - INFO - Epoch(train) [228][2400/2503] lr: 1.2087e-01 eta: 6:52:52 time: 0.1333 data_time: 0.0047 loss: 1.8119 03/09 23:55:19 - mmengine - INFO - Epoch(train) [228][2500/2503] lr: 1.2081e-01 eta: 6:52:38 time: 0.1466 data_time: 0.0052 loss: 1.8587 03/09 23:55:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:55:20 - mmengine - INFO - Saving checkpoint at 228 epochs 03/09 23:55:46 - mmengine - INFO - Epoch(val) [228][98/98] accuracy/top1: 60.8940 accuracy/top5: 83.5020 03/09 23:56:02 - mmengine - INFO - Epoch(train) [229][ 100/2503] lr: 1.2074e-01 eta: 6:52:25 time: 0.1076 data_time: 0.0048 loss: 1.7839 03/09 23:56:15 - mmengine - INFO - Epoch(train) [229][ 200/2503] lr: 1.2067e-01 eta: 6:52:11 time: 0.1268 data_time: 0.0049 loss: 2.0506 03/09 23:56:29 - mmengine - INFO - Epoch(train) [229][ 300/2503] lr: 1.2060e-01 eta: 6:51:57 time: 0.1162 data_time: 0.0052 loss: 1.8378 03/09 23:56:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:56:44 - mmengine - INFO - Epoch(train) [229][ 400/2503] lr: 1.2054e-01 eta: 6:51:43 time: 0.1385 data_time: 0.0048 loss: 1.7735 03/09 23:56:57 - mmengine - INFO - Epoch(train) [229][ 500/2503] lr: 1.2047e-01 eta: 6:51:29 time: 0.1124 data_time: 0.0051 loss: 1.8264 03/09 23:57:11 - mmengine - INFO - Epoch(train) [229][ 600/2503] lr: 1.2040e-01 eta: 6:51:16 time: 0.1362 data_time: 0.0048 loss: 1.7773 03/09 23:57:25 - mmengine - INFO - Epoch(train) [229][ 700/2503] lr: 1.2034e-01 eta: 6:51:02 time: 0.1354 data_time: 0.0051 loss: 1.8276 03/09 23:57:39 - mmengine - INFO - Epoch(train) [229][ 800/2503] lr: 1.2027e-01 eta: 6:50:48 time: 0.1304 data_time: 0.0048 loss: 1.9443 03/09 23:57:53 - mmengine - INFO - Epoch(train) [229][ 900/2503] lr: 1.2020e-01 eta: 6:50:34 time: 0.1657 data_time: 0.0052 loss: 1.8458 03/09 23:58:06 - mmengine - INFO - Epoch(train) [229][1000/2503] lr: 1.2013e-01 eta: 6:50:21 time: 0.1417 data_time: 0.0057 loss: 1.8557 03/09 23:58:20 - mmengine - INFO - Epoch(train) [229][1100/2503] lr: 1.2007e-01 eta: 6:50:07 time: 0.1416 data_time: 0.0049 loss: 1.7767 03/09 23:58:34 - mmengine - INFO - Epoch(train) [229][1200/2503] lr: 1.2000e-01 eta: 6:49:53 time: 0.1704 data_time: 0.0359 loss: 1.7061 03/09 23:58:47 - mmengine - INFO - Epoch(train) [229][1300/2503] lr: 1.1993e-01 eta: 6:49:39 time: 0.1525 data_time: 0.0050 loss: 1.7182 03/09 23:58:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/09 23:59:01 - mmengine - INFO - Epoch(train) [229][1400/2503] lr: 1.1987e-01 eta: 6:49:25 time: 0.1233 data_time: 0.0049 loss: 1.7690 03/09 23:59:15 - mmengine - INFO - Epoch(train) [229][1500/2503] lr: 1.1980e-01 eta: 6:49:12 time: 0.1230 data_time: 0.0056 loss: 1.9438 03/09 23:59:29 - mmengine - INFO - Epoch(train) [229][1600/2503] lr: 1.1973e-01 eta: 6:48:58 time: 0.1294 data_time: 0.0066 loss: 1.7730 03/09 23:59:43 - mmengine - INFO - Epoch(train) [229][1700/2503] lr: 1.1966e-01 eta: 6:48:44 time: 0.1512 data_time: 0.0051 loss: 1.7502 03/09 23:59:57 - mmengine - INFO - Epoch(train) [229][1800/2503] lr: 1.1960e-01 eta: 6:48:30 time: 0.1159 data_time: 0.0056 loss: 1.9841 03/10 00:00:10 - mmengine - INFO - Epoch(train) [229][1900/2503] lr: 1.1953e-01 eta: 6:48:16 time: 0.1235 data_time: 0.0046 loss: 1.9538 03/10 00:00:25 - mmengine - INFO - Epoch(train) [229][2000/2503] lr: 1.1946e-01 eta: 6:48:03 time: 0.1797 data_time: 0.0057 loss: 1.9881 03/10 00:00:38 - mmengine - INFO - Epoch(train) [229][2100/2503] lr: 1.1940e-01 eta: 6:47:49 time: 0.1301 data_time: 0.0055 loss: 1.8811 03/10 00:00:53 - mmengine - INFO - Epoch(train) [229][2200/2503] lr: 1.1933e-01 eta: 6:47:35 time: 0.2016 data_time: 0.0053 loss: 1.9387 03/10 00:01:07 - mmengine - INFO - Epoch(train) [229][2300/2503] lr: 1.1926e-01 eta: 6:47:22 time: 0.1241 data_time: 0.0210 loss: 2.0254 03/10 00:01:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:01:21 - mmengine - INFO - Epoch(train) [229][2400/2503] lr: 1.1920e-01 eta: 6:47:08 time: 0.1463 data_time: 0.0061 loss: 1.7168 03/10 00:01:34 - mmengine - INFO - Epoch(train) [229][2500/2503] lr: 1.1913e-01 eta: 6:46:54 time: 0.1192 data_time: 0.0065 loss: 1.8099 03/10 00:01:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:01:35 - mmengine - INFO - Saving checkpoint at 229 epochs 03/10 00:02:01 - mmengine - INFO - Epoch(val) [229][98/98] accuracy/top1: 61.5400 accuracy/top5: 83.9240 03/10 00:02:17 - mmengine - INFO - Epoch(train) [230][ 100/2503] lr: 1.1906e-01 eta: 6:46:40 time: 0.1293 data_time: 0.0051 loss: 1.9520 03/10 00:02:31 - mmengine - INFO - Epoch(train) [230][ 200/2503] lr: 1.1899e-01 eta: 6:46:26 time: 0.1106 data_time: 0.0049 loss: 1.7450 03/10 00:02:44 - mmengine - INFO - Epoch(train) [230][ 300/2503] lr: 1.1893e-01 eta: 6:46:13 time: 0.1281 data_time: 0.0051 loss: 1.6757 03/10 00:02:58 - mmengine - INFO - Epoch(train) [230][ 400/2503] lr: 1.1886e-01 eta: 6:45:59 time: 0.1476 data_time: 0.0078 loss: 1.9314 03/10 00:03:12 - mmengine - INFO - Epoch(train) [230][ 500/2503] lr: 1.1879e-01 eta: 6:45:45 time: 0.1284 data_time: 0.0047 loss: 1.8270 03/10 00:03:26 - mmengine - INFO - Epoch(train) [230][ 600/2503] lr: 1.1872e-01 eta: 6:45:31 time: 0.1441 data_time: 0.0051 loss: 1.7667 03/10 00:03:39 - mmengine - INFO - Epoch(train) [230][ 700/2503] lr: 1.1866e-01 eta: 6:45:17 time: 0.1308 data_time: 0.0051 loss: 1.9402 03/10 00:03:53 - mmengine - INFO - Epoch(train) [230][ 800/2503] lr: 1.1859e-01 eta: 6:45:03 time: 0.1349 data_time: 0.0047 loss: 1.8023 03/10 00:03:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:04:07 - mmengine - INFO - Epoch(train) [230][ 900/2503] lr: 1.1852e-01 eta: 6:44:50 time: 0.1730 data_time: 0.0046 loss: 1.7749 03/10 00:04:21 - mmengine - INFO - Epoch(train) [230][1000/2503] lr: 1.1846e-01 eta: 6:44:36 time: 0.1638 data_time: 0.0045 loss: 1.7789 03/10 00:04:35 - mmengine - INFO - Epoch(train) [230][1100/2503] lr: 1.1839e-01 eta: 6:44:22 time: 0.1063 data_time: 0.0049 loss: 1.8090 03/10 00:04:49 - mmengine - INFO - Epoch(train) [230][1200/2503] lr: 1.1832e-01 eta: 6:44:09 time: 0.1241 data_time: 0.0050 loss: 1.8557 03/10 00:05:03 - mmengine - INFO - Epoch(train) [230][1300/2503] lr: 1.1826e-01 eta: 6:43:55 time: 0.1062 data_time: 0.0052 loss: 1.8274 03/10 00:05:17 - mmengine - INFO - Epoch(train) [230][1400/2503] lr: 1.1819e-01 eta: 6:43:41 time: 0.1288 data_time: 0.0050 loss: 1.7812 03/10 00:05:31 - mmengine - INFO - Epoch(train) [230][1500/2503] lr: 1.1812e-01 eta: 6:43:27 time: 0.1453 data_time: 0.0050 loss: 1.7330 03/10 00:05:45 - mmengine - INFO - Epoch(train) [230][1600/2503] lr: 1.1805e-01 eta: 6:43:14 time: 0.1150 data_time: 0.0052 loss: 1.8935 03/10 00:05:59 - mmengine - INFO - Epoch(train) [230][1700/2503] lr: 1.1799e-01 eta: 6:43:00 time: 0.1108 data_time: 0.0046 loss: 1.9277 03/10 00:06:13 - mmengine - INFO - Epoch(train) [230][1800/2503] lr: 1.1792e-01 eta: 6:42:46 time: 0.1479 data_time: 0.0048 loss: 1.8604 03/10 00:06:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:06:27 - mmengine - INFO - Epoch(train) [230][1900/2503] lr: 1.1785e-01 eta: 6:42:32 time: 0.1402 data_time: 0.0048 loss: 1.9192 03/10 00:06:40 - mmengine - INFO - Epoch(train) [230][2000/2503] lr: 1.1779e-01 eta: 6:42:19 time: 0.1371 data_time: 0.0052 loss: 2.0993 03/10 00:06:54 - mmengine - INFO - Epoch(train) [230][2100/2503] lr: 1.1772e-01 eta: 6:42:05 time: 0.1040 data_time: 0.0051 loss: 1.9627 03/10 00:07:08 - mmengine - INFO - Epoch(train) [230][2200/2503] lr: 1.1765e-01 eta: 6:41:51 time: 0.1048 data_time: 0.0052 loss: 1.9555 03/10 00:07:22 - mmengine - INFO - Epoch(train) [230][2300/2503] lr: 1.1758e-01 eta: 6:41:37 time: 0.1416 data_time: 0.0049 loss: 1.7801 03/10 00:07:36 - mmengine - INFO - Epoch(train) [230][2400/2503] lr: 1.1752e-01 eta: 6:41:23 time: 0.1377 data_time: 0.0047 loss: 1.9205 03/10 00:07:50 - mmengine - INFO - Epoch(train) [230][2500/2503] lr: 1.1745e-01 eta: 6:41:10 time: 0.1059 data_time: 0.0056 loss: 1.9110 03/10 00:07:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:07:50 - mmengine - INFO - Saving checkpoint at 230 epochs 03/10 00:08:17 - mmengine - INFO - Epoch(val) [230][98/98] accuracy/top1: 61.6220 accuracy/top5: 83.9200 03/10 00:08:33 - mmengine - INFO - Epoch(train) [231][ 100/2503] lr: 1.1738e-01 eta: 6:40:56 time: 0.1365 data_time: 0.0052 loss: 1.7585 03/10 00:08:47 - mmengine - INFO - Epoch(train) [231][ 200/2503] lr: 1.1731e-01 eta: 6:40:42 time: 0.1358 data_time: 0.0051 loss: 1.7962 03/10 00:09:01 - mmengine - INFO - Epoch(train) [231][ 300/2503] lr: 1.1725e-01 eta: 6:40:28 time: 0.1238 data_time: 0.0050 loss: 1.8210 03/10 00:09:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:09:15 - mmengine - INFO - Epoch(train) [231][ 400/2503] lr: 1.1718e-01 eta: 6:40:15 time: 0.1042 data_time: 0.0107 loss: 1.8080 03/10 00:09:29 - mmengine - INFO - Epoch(train) [231][ 500/2503] lr: 1.1711e-01 eta: 6:40:01 time: 0.1001 data_time: 0.0050 loss: 1.9371 03/10 00:09:43 - mmengine - INFO - Epoch(train) [231][ 600/2503] lr: 1.1705e-01 eta: 6:39:47 time: 0.1009 data_time: 0.0053 loss: 1.8469 03/10 00:09:57 - mmengine - INFO - Epoch(train) [231][ 700/2503] lr: 1.1698e-01 eta: 6:39:34 time: 0.1536 data_time: 0.0053 loss: 1.8988 03/10 00:10:11 - mmengine - INFO - Epoch(train) [231][ 800/2503] lr: 1.1691e-01 eta: 6:39:20 time: 0.1571 data_time: 0.0049 loss: 1.9374 03/10 00:10:25 - mmengine - INFO - Epoch(train) [231][ 900/2503] lr: 1.1685e-01 eta: 6:39:06 time: 0.1495 data_time: 0.0056 loss: 1.7540 03/10 00:10:39 - mmengine - INFO - Epoch(train) [231][1000/2503] lr: 1.1678e-01 eta: 6:38:52 time: 0.1334 data_time: 0.0196 loss: 1.9218 03/10 00:10:53 - mmengine - INFO - Epoch(train) [231][1100/2503] lr: 1.1671e-01 eta: 6:38:39 time: 0.1221 data_time: 0.0050 loss: 1.8498 03/10 00:11:07 - mmengine - INFO - Epoch(train) [231][1200/2503] lr: 1.1664e-01 eta: 6:38:25 time: 0.1600 data_time: 0.0049 loss: 1.9057 03/10 00:11:20 - mmengine - INFO - Epoch(train) [231][1300/2503] lr: 1.1658e-01 eta: 6:38:11 time: 0.1028 data_time: 0.0050 loss: 1.7736 03/10 00:11:22 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:11:34 - mmengine - INFO - Epoch(train) [231][1400/2503] lr: 1.1651e-01 eta: 6:37:57 time: 0.1085 data_time: 0.0050 loss: 1.9541 03/10 00:11:48 - mmengine - INFO - Epoch(train) [231][1500/2503] lr: 1.1644e-01 eta: 6:37:43 time: 0.1254 data_time: 0.0052 loss: 1.8489 03/10 00:12:02 - mmengine - INFO - Epoch(train) [231][1600/2503] lr: 1.1638e-01 eta: 6:37:30 time: 0.1402 data_time: 0.0056 loss: 1.8161 03/10 00:12:16 - mmengine - INFO - Epoch(train) [231][1700/2503] lr: 1.1631e-01 eta: 6:37:16 time: 0.1467 data_time: 0.0058 loss: 1.8516 03/10 00:12:30 - mmengine - INFO - Epoch(train) [231][1800/2503] lr: 1.1624e-01 eta: 6:37:02 time: 0.1172 data_time: 0.0046 loss: 1.7695 03/10 00:12:43 - mmengine - INFO - Epoch(train) [231][1900/2503] lr: 1.1618e-01 eta: 6:36:48 time: 0.1320 data_time: 0.0046 loss: 1.8759 03/10 00:12:57 - mmengine - INFO - Epoch(train) [231][2000/2503] lr: 1.1611e-01 eta: 6:36:34 time: 0.1178 data_time: 0.0049 loss: 1.8900 03/10 00:13:11 - mmengine - INFO - Epoch(train) [231][2100/2503] lr: 1.1604e-01 eta: 6:36:21 time: 0.1630 data_time: 0.0053 loss: 1.9679 03/10 00:13:25 - mmengine - INFO - Epoch(train) [231][2200/2503] lr: 1.1597e-01 eta: 6:36:07 time: 0.1235 data_time: 0.0049 loss: 1.7652 03/10 00:13:39 - mmengine - INFO - Epoch(train) [231][2300/2503] lr: 1.1591e-01 eta: 6:35:53 time: 0.1418 data_time: 0.0052 loss: 1.9283 03/10 00:13:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:13:52 - mmengine - INFO - Epoch(train) [231][2400/2503] lr: 1.1584e-01 eta: 6:35:39 time: 0.1341 data_time: 0.0050 loss: 1.8764 03/10 00:14:06 - mmengine - INFO - Epoch(train) [231][2500/2503] lr: 1.1577e-01 eta: 6:35:25 time: 0.1298 data_time: 0.0053 loss: 1.9032 03/10 00:14:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:14:07 - mmengine - INFO - Saving checkpoint at 231 epochs 03/10 00:14:33 - mmengine - INFO - Epoch(val) [231][98/98] accuracy/top1: 61.7180 accuracy/top5: 83.9740 03/10 00:14:49 - mmengine - INFO - Epoch(train) [232][ 100/2503] lr: 1.1570e-01 eta: 6:35:12 time: 0.1129 data_time: 0.0066 loss: 1.7885 03/10 00:15:03 - mmengine - INFO - Epoch(train) [232][ 200/2503] lr: 1.1564e-01 eta: 6:34:58 time: 0.1505 data_time: 0.0052 loss: 2.0030 03/10 00:15:17 - mmengine - INFO - Epoch(train) [232][ 300/2503] lr: 1.1557e-01 eta: 6:34:44 time: 0.1267 data_time: 0.0048 loss: 1.8244 03/10 00:15:30 - mmengine - INFO - Epoch(train) [232][ 400/2503] lr: 1.1550e-01 eta: 6:34:30 time: 0.1422 data_time: 0.0049 loss: 1.7024 03/10 00:15:44 - mmengine - INFO - Epoch(train) [232][ 500/2503] lr: 1.1544e-01 eta: 6:34:17 time: 0.1526 data_time: 0.0049 loss: 1.9333 03/10 00:15:58 - mmengine - INFO - Epoch(train) [232][ 600/2503] lr: 1.1537e-01 eta: 6:34:03 time: 0.1403 data_time: 0.0173 loss: 1.7913 03/10 00:16:12 - mmengine - INFO - Epoch(train) [232][ 700/2503] lr: 1.1530e-01 eta: 6:33:49 time: 0.1461 data_time: 0.0046 loss: 1.7950 03/10 00:16:25 - mmengine - INFO - Epoch(train) [232][ 800/2503] lr: 1.1523e-01 eta: 6:33:35 time: 0.1185 data_time: 0.0047 loss: 1.8613 03/10 00:16:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:16:39 - mmengine - INFO - Epoch(train) [232][ 900/2503] lr: 1.1517e-01 eta: 6:33:21 time: 0.1045 data_time: 0.0051 loss: 2.0999 03/10 00:16:53 - mmengine - INFO - Epoch(train) [232][1000/2503] lr: 1.1510e-01 eta: 6:33:08 time: 0.1480 data_time: 0.0046 loss: 1.8190 03/10 00:17:06 - mmengine - INFO - Epoch(train) [232][1100/2503] lr: 1.1503e-01 eta: 6:32:54 time: 0.1181 data_time: 0.0053 loss: 1.8157 03/10 00:17:19 - mmengine - INFO - Epoch(train) [232][1200/2503] lr: 1.1497e-01 eta: 6:32:40 time: 0.1288 data_time: 0.0047 loss: 1.8823 03/10 00:17:33 - mmengine - INFO - Epoch(train) [232][1300/2503] lr: 1.1490e-01 eta: 6:32:26 time: 0.1035 data_time: 0.0059 loss: 1.8289 03/10 00:17:47 - mmengine - INFO - Epoch(train) [232][1400/2503] lr: 1.1483e-01 eta: 6:32:12 time: 0.1227 data_time: 0.0048 loss: 1.9190 03/10 00:18:01 - mmengine - INFO - Epoch(train) [232][1500/2503] lr: 1.1477e-01 eta: 6:31:58 time: 0.1416 data_time: 0.0053 loss: 1.9302 03/10 00:18:15 - mmengine - INFO - Epoch(train) [232][1600/2503] lr: 1.1470e-01 eta: 6:31:45 time: 0.1390 data_time: 0.0059 loss: 1.8393 03/10 00:18:29 - mmengine - INFO - Epoch(train) [232][1700/2503] lr: 1.1463e-01 eta: 6:31:31 time: 0.1310 data_time: 0.0053 loss: 1.8109 03/10 00:18:42 - mmengine - INFO - Epoch(train) [232][1800/2503] lr: 1.1456e-01 eta: 6:31:17 time: 0.1432 data_time: 0.0049 loss: 1.9031 03/10 00:18:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:18:56 - mmengine - INFO - Epoch(train) [232][1900/2503] lr: 1.1450e-01 eta: 6:31:03 time: 0.1198 data_time: 0.0054 loss: 1.9793 03/10 00:19:09 - mmengine - INFO - Epoch(train) [232][2000/2503] lr: 1.1443e-01 eta: 6:30:49 time: 0.1269 data_time: 0.0224 loss: 1.7544 03/10 00:19:23 - mmengine - INFO - Epoch(train) [232][2100/2503] lr: 1.1436e-01 eta: 6:30:35 time: 0.1263 data_time: 0.0054 loss: 1.9152 03/10 00:19:37 - mmengine - INFO - Epoch(train) [232][2200/2503] lr: 1.1430e-01 eta: 6:30:22 time: 0.1121 data_time: 0.0053 loss: 1.9416 03/10 00:19:51 - mmengine - INFO - Epoch(train) [232][2300/2503] lr: 1.1423e-01 eta: 6:30:08 time: 0.1195 data_time: 0.0075 loss: 1.7406 03/10 00:20:05 - mmengine - INFO - Epoch(train) [232][2400/2503] lr: 1.1416e-01 eta: 6:29:54 time: 0.1392 data_time: 0.0191 loss: 1.8333 03/10 00:20:19 - mmengine - INFO - Epoch(train) [232][2500/2503] lr: 1.1410e-01 eta: 6:29:40 time: 0.1008 data_time: 0.0065 loss: 1.8572 03/10 00:20:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:20:19 - mmengine - INFO - Saving checkpoint at 232 epochs 03/10 00:20:45 - mmengine - INFO - Epoch(val) [232][98/98] accuracy/top1: 61.8860 accuracy/top5: 84.0300 03/10 00:21:00 - mmengine - INFO - Epoch(train) [233][ 100/2503] lr: 1.1403e-01 eta: 6:29:27 time: 0.1427 data_time: 0.0071 loss: 1.7603 03/10 00:21:14 - mmengine - INFO - Epoch(train) [233][ 200/2503] lr: 1.1396e-01 eta: 6:29:13 time: 0.1244 data_time: 0.0060 loss: 1.7959 03/10 00:21:28 - mmengine - INFO - Epoch(train) [233][ 300/2503] lr: 1.1389e-01 eta: 6:28:59 time: 0.1257 data_time: 0.0047 loss: 1.7164 03/10 00:21:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:21:42 - mmengine - INFO - Epoch(train) [233][ 400/2503] lr: 1.1383e-01 eta: 6:28:45 time: 0.1368 data_time: 0.0056 loss: 1.7503 03/10 00:21:55 - mmengine - INFO - Epoch(train) [233][ 500/2503] lr: 1.1376e-01 eta: 6:28:31 time: 0.1236 data_time: 0.0053 loss: 1.6327 03/10 00:22:09 - mmengine - INFO - Epoch(train) [233][ 600/2503] lr: 1.1369e-01 eta: 6:28:18 time: 0.1415 data_time: 0.0051 loss: 1.9126 03/10 00:22:23 - mmengine - INFO - Epoch(train) [233][ 700/2503] lr: 1.1362e-01 eta: 6:28:04 time: 0.1412 data_time: 0.0048 loss: 1.8009 03/10 00:22:37 - mmengine - INFO - Epoch(train) [233][ 800/2503] lr: 1.1356e-01 eta: 6:27:50 time: 0.1534 data_time: 0.0048 loss: 1.9126 03/10 00:22:51 - mmengine - INFO - Epoch(train) [233][ 900/2503] lr: 1.1349e-01 eta: 6:27:36 time: 0.1314 data_time: 0.0050 loss: 1.8901 03/10 00:23:05 - mmengine - INFO - Epoch(train) [233][1000/2503] lr: 1.1342e-01 eta: 6:27:22 time: 0.1024 data_time: 0.0057 loss: 1.7637 03/10 00:23:19 - mmengine - INFO - Epoch(train) [233][1100/2503] lr: 1.1336e-01 eta: 6:27:09 time: 0.1644 data_time: 0.0378 loss: 1.8119 03/10 00:23:33 - mmengine - INFO - Epoch(train) [233][1200/2503] lr: 1.1329e-01 eta: 6:26:55 time: 0.1220 data_time: 0.0053 loss: 1.7967 03/10 00:23:47 - mmengine - INFO - Epoch(train) [233][1300/2503] lr: 1.1322e-01 eta: 6:26:41 time: 0.1155 data_time: 0.0056 loss: 1.8797 03/10 00:23:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:24:01 - mmengine - INFO - Epoch(train) [233][1400/2503] lr: 1.1315e-01 eta: 6:26:27 time: 0.1093 data_time: 0.0068 loss: 2.0042 03/10 00:24:15 - mmengine - INFO - Epoch(train) [233][1500/2503] lr: 1.1309e-01 eta: 6:26:14 time: 0.1267 data_time: 0.0255 loss: 1.7714 03/10 00:24:28 - mmengine - INFO - Epoch(train) [233][1600/2503] lr: 1.1302e-01 eta: 6:26:00 time: 0.1342 data_time: 0.0053 loss: 1.8318 03/10 00:24:43 - mmengine - INFO - Epoch(train) [233][1700/2503] lr: 1.1295e-01 eta: 6:25:46 time: 0.1209 data_time: 0.0053 loss: 1.7612 03/10 00:24:57 - mmengine - INFO - Epoch(train) [233][1800/2503] lr: 1.1289e-01 eta: 6:25:33 time: 0.1524 data_time: 0.0055 loss: 1.8051 03/10 00:25:10 - mmengine - INFO - Epoch(train) [233][1900/2503] lr: 1.1282e-01 eta: 6:25:19 time: 0.1623 data_time: 0.0199 loss: 1.7330 03/10 00:25:24 - mmengine - INFO - Epoch(train) [233][2000/2503] lr: 1.1275e-01 eta: 6:25:05 time: 0.1497 data_time: 0.0050 loss: 1.8607 03/10 00:25:38 - mmengine - INFO - Epoch(train) [233][2100/2503] lr: 1.1269e-01 eta: 6:24:51 time: 0.1355 data_time: 0.0082 loss: 1.8931 03/10 00:25:52 - mmengine - INFO - Epoch(train) [233][2200/2503] lr: 1.1262e-01 eta: 6:24:37 time: 0.1279 data_time: 0.0049 loss: 1.8008 03/10 00:26:06 - mmengine - INFO - Epoch(train) [233][2300/2503] lr: 1.1255e-01 eta: 6:24:24 time: 0.1393 data_time: 0.0195 loss: 1.7115 03/10 00:26:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:26:20 - mmengine - INFO - Epoch(train) [233][2400/2503] lr: 1.1248e-01 eta: 6:24:10 time: 0.1351 data_time: 0.0051 loss: 1.7890 03/10 00:26:33 - mmengine - INFO - Epoch(train) [233][2500/2503] lr: 1.1242e-01 eta: 6:23:56 time: 0.1172 data_time: 0.0083 loss: 1.6900 03/10 00:26:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:26:34 - mmengine - INFO - Saving checkpoint at 233 epochs 03/10 00:27:01 - mmengine - INFO - Epoch(val) [233][98/98] accuracy/top1: 61.0720 accuracy/top5: 83.4420 03/10 00:27:16 - mmengine - INFO - Epoch(train) [234][ 100/2503] lr: 1.1235e-01 eta: 6:23:42 time: 0.1348 data_time: 0.0051 loss: 1.8424 03/10 00:27:30 - mmengine - INFO - Epoch(train) [234][ 200/2503] lr: 1.1228e-01 eta: 6:23:29 time: 0.1350 data_time: 0.0048 loss: 1.6731 03/10 00:27:45 - mmengine - INFO - Epoch(train) [234][ 300/2503] lr: 1.1221e-01 eta: 6:23:15 time: 0.1509 data_time: 0.0057 loss: 1.8351 03/10 00:27:59 - mmengine - INFO - Epoch(train) [234][ 400/2503] lr: 1.1215e-01 eta: 6:23:01 time: 0.1635 data_time: 0.0049 loss: 1.8789 03/10 00:28:12 - mmengine - INFO - Epoch(train) [234][ 500/2503] lr: 1.1208e-01 eta: 6:22:47 time: 0.1585 data_time: 0.0049 loss: 1.7383 03/10 00:28:26 - mmengine - INFO - Epoch(train) [234][ 600/2503] lr: 1.1201e-01 eta: 6:22:33 time: 0.1277 data_time: 0.0053 loss: 2.0458 03/10 00:28:39 - mmengine - INFO - Epoch(train) [234][ 700/2503] lr: 1.1195e-01 eta: 6:22:20 time: 0.1313 data_time: 0.0056 loss: 1.6956 03/10 00:28:53 - mmengine - INFO - Epoch(train) [234][ 800/2503] lr: 1.1188e-01 eta: 6:22:06 time: 0.1588 data_time: 0.0050 loss: 1.7797 03/10 00:28:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:29:07 - mmengine - INFO - Epoch(train) [234][ 900/2503] lr: 1.1181e-01 eta: 6:21:52 time: 0.1111 data_time: 0.0052 loss: 1.7661 03/10 00:29:21 - mmengine - INFO - Epoch(train) [234][1000/2503] lr: 1.1175e-01 eta: 6:21:38 time: 0.1603 data_time: 0.0055 loss: 1.7421 03/10 00:29:35 - mmengine - INFO - Epoch(train) [234][1100/2503] lr: 1.1168e-01 eta: 6:21:24 time: 0.1409 data_time: 0.0049 loss: 1.7053 03/10 00:29:48 - mmengine - INFO - Epoch(train) [234][1200/2503] lr: 1.1161e-01 eta: 6:21:11 time: 0.1403 data_time: 0.0050 loss: 1.8593 03/10 00:30:02 - mmengine - INFO - Epoch(train) [234][1300/2503] lr: 1.1154e-01 eta: 6:20:57 time: 0.1032 data_time: 0.0055 loss: 1.7869 03/10 00:30:16 - mmengine - INFO - Epoch(train) [234][1400/2503] lr: 1.1148e-01 eta: 6:20:43 time: 0.1330 data_time: 0.0052 loss: 1.8787 03/10 00:30:30 - mmengine - INFO - Epoch(train) [234][1500/2503] lr: 1.1141e-01 eta: 6:20:29 time: 0.1237 data_time: 0.0056 loss: 1.7494 03/10 00:30:44 - mmengine - INFO - Epoch(train) [234][1600/2503] lr: 1.1134e-01 eta: 6:20:16 time: 0.1292 data_time: 0.0049 loss: 1.7975 03/10 00:30:58 - mmengine - INFO - Epoch(train) [234][1700/2503] lr: 1.1128e-01 eta: 6:20:02 time: 0.1434 data_time: 0.0057 loss: 1.9117 03/10 00:31:12 - mmengine - INFO - Epoch(train) [234][1800/2503] lr: 1.1121e-01 eta: 6:19:48 time: 0.1155 data_time: 0.0059 loss: 1.7240 03/10 00:31:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:31:26 - mmengine - INFO - Epoch(train) [234][1900/2503] lr: 1.1114e-01 eta: 6:19:34 time: 0.1580 data_time: 0.0052 loss: 1.7614 03/10 00:31:39 - mmengine - INFO - Epoch(train) [234][2000/2503] lr: 1.1107e-01 eta: 6:19:20 time: 0.1398 data_time: 0.0051 loss: 1.9709 03/10 00:31:53 - mmengine - INFO - Epoch(train) [234][2100/2503] lr: 1.1101e-01 eta: 6:19:07 time: 0.1443 data_time: 0.0059 loss: 1.9759 03/10 00:32:07 - mmengine - INFO - Epoch(train) [234][2200/2503] lr: 1.1094e-01 eta: 6:18:53 time: 0.1472 data_time: 0.0459 loss: 1.6600 03/10 00:32:21 - mmengine - INFO - Epoch(train) [234][2300/2503] lr: 1.1087e-01 eta: 6:18:39 time: 0.1154 data_time: 0.0055 loss: 1.7187 03/10 00:32:35 - mmengine - INFO - Epoch(train) [234][2400/2503] lr: 1.1081e-01 eta: 6:18:25 time: 0.1336 data_time: 0.0055 loss: 1.9022 03/10 00:32:48 - mmengine - INFO - Epoch(train) [234][2500/2503] lr: 1.1074e-01 eta: 6:18:11 time: 0.1340 data_time: 0.0064 loss: 1.8778 03/10 00:32:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:32:49 - mmengine - INFO - Saving checkpoint at 234 epochs 03/10 00:33:17 - mmengine - INFO - Epoch(val) [234][98/98] accuracy/top1: 61.6720 accuracy/top5: 83.8980 03/10 00:33:32 - mmengine - INFO - Epoch(train) [235][ 100/2503] lr: 1.1067e-01 eta: 6:17:58 time: 0.1042 data_time: 0.0052 loss: 1.7164 03/10 00:33:46 - mmengine - INFO - Epoch(train) [235][ 200/2503] lr: 1.1060e-01 eta: 6:17:44 time: 0.1045 data_time: 0.0049 loss: 1.7587 03/10 00:34:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:34:00 - mmengine - INFO - Epoch(train) [235][ 300/2503] lr: 1.1054e-01 eta: 6:17:30 time: 0.1492 data_time: 0.0441 loss: 1.7281 03/10 00:34:14 - mmengine - INFO - Epoch(train) [235][ 400/2503] lr: 1.1047e-01 eta: 6:17:16 time: 0.1274 data_time: 0.0053 loss: 1.8572 03/10 00:34:28 - mmengine - INFO - Epoch(train) [235][ 500/2503] lr: 1.1040e-01 eta: 6:17:03 time: 0.1339 data_time: 0.0052 loss: 1.8474 03/10 00:34:42 - mmengine - INFO - Epoch(train) [235][ 600/2503] lr: 1.1034e-01 eta: 6:16:49 time: 0.1061 data_time: 0.0052 loss: 1.8393 03/10 00:34:56 - mmengine - INFO - Epoch(train) [235][ 700/2503] lr: 1.1027e-01 eta: 6:16:35 time: 0.1445 data_time: 0.0201 loss: 1.7693 03/10 00:35:10 - mmengine - INFO - Epoch(train) [235][ 800/2503] lr: 1.1020e-01 eta: 6:16:22 time: 0.1404 data_time: 0.0058 loss: 1.8772 03/10 00:35:24 - mmengine - INFO - Epoch(train) [235][ 900/2503] lr: 1.1013e-01 eta: 6:16:08 time: 0.1476 data_time: 0.0047 loss: 1.8410 03/10 00:35:38 - mmengine - INFO - Epoch(train) [235][1000/2503] lr: 1.1007e-01 eta: 6:15:54 time: 0.1462 data_time: 0.0297 loss: 1.9130 03/10 00:35:51 - mmengine - INFO - Epoch(train) [235][1100/2503] lr: 1.1000e-01 eta: 6:15:40 time: 0.1326 data_time: 0.0051 loss: 1.6718 03/10 00:36:05 - mmengine - INFO - Epoch(train) [235][1200/2503] lr: 1.0993e-01 eta: 6:15:26 time: 0.1314 data_time: 0.0057 loss: 1.6812 03/10 00:36:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:36:19 - mmengine - INFO - Epoch(train) [235][1300/2503] lr: 1.0987e-01 eta: 6:15:13 time: 0.1176 data_time: 0.0053 loss: 1.8778 03/10 00:36:33 - mmengine - INFO - Epoch(train) [235][1400/2503] lr: 1.0980e-01 eta: 6:14:59 time: 0.1329 data_time: 0.0054 loss: 1.9155 03/10 00:36:47 - mmengine - INFO - Epoch(train) [235][1500/2503] lr: 1.0973e-01 eta: 6:14:45 time: 0.1231 data_time: 0.0057 loss: 1.7553 03/10 00:37:01 - mmengine - INFO - Epoch(train) [235][1600/2503] lr: 1.0966e-01 eta: 6:14:31 time: 0.1489 data_time: 0.0047 loss: 1.9095 03/10 00:37:15 - mmengine - INFO - Epoch(train) [235][1700/2503] lr: 1.0960e-01 eta: 6:14:18 time: 0.1646 data_time: 0.0048 loss: 1.9341 03/10 00:37:28 - mmengine - INFO - Epoch(train) [235][1800/2503] lr: 1.0953e-01 eta: 6:14:04 time: 0.1462 data_time: 0.0051 loss: 1.8600 03/10 00:37:42 - mmengine - INFO - Epoch(train) [235][1900/2503] lr: 1.0946e-01 eta: 6:13:50 time: 0.1484 data_time: 0.0051 loss: 1.7205 03/10 00:37:56 - mmengine - INFO - Epoch(train) [235][2000/2503] lr: 1.0940e-01 eta: 6:13:36 time: 0.1367 data_time: 0.0053 loss: 2.1230 03/10 00:38:10 - mmengine - INFO - Epoch(train) [235][2100/2503] lr: 1.0933e-01 eta: 6:13:22 time: 0.1311 data_time: 0.0070 loss: 1.7835 03/10 00:38:23 - mmengine - INFO - Epoch(train) [235][2200/2503] lr: 1.0926e-01 eta: 6:13:08 time: 0.1439 data_time: 0.0051 loss: 1.8995 03/10 00:38:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:38:36 - mmengine - INFO - Epoch(train) [235][2300/2503] lr: 1.0920e-01 eta: 6:12:54 time: 0.1102 data_time: 0.0050 loss: 1.8072 03/10 00:38:50 - mmengine - INFO - Epoch(train) [235][2400/2503] lr: 1.0913e-01 eta: 6:12:41 time: 0.1139 data_time: 0.0066 loss: 1.8163 03/10 00:39:04 - mmengine - INFO - Epoch(train) [235][2500/2503] lr: 1.0906e-01 eta: 6:12:27 time: 0.1111 data_time: 0.0064 loss: 1.9523 03/10 00:39:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:39:04 - mmengine - INFO - Saving checkpoint at 235 epochs 03/10 00:39:31 - mmengine - INFO - Epoch(val) [235][98/98] accuracy/top1: 61.7480 accuracy/top5: 83.9580 03/10 00:39:46 - mmengine - INFO - Epoch(train) [236][ 100/2503] lr: 1.0899e-01 eta: 6:12:13 time: 0.1369 data_time: 0.0051 loss: 1.6841 03/10 00:40:00 - mmengine - INFO - Epoch(train) [236][ 200/2503] lr: 1.0893e-01 eta: 6:11:59 time: 0.1501 data_time: 0.0051 loss: 1.8749 03/10 00:40:14 - mmengine - INFO - Epoch(train) [236][ 300/2503] lr: 1.0886e-01 eta: 6:11:46 time: 0.1427 data_time: 0.0438 loss: 1.8609 03/10 00:40:28 - mmengine - INFO - Epoch(train) [236][ 400/2503] lr: 1.0879e-01 eta: 6:11:32 time: 0.1166 data_time: 0.0047 loss: 1.8414 03/10 00:40:42 - mmengine - INFO - Epoch(train) [236][ 500/2503] lr: 1.0872e-01 eta: 6:11:18 time: 0.1210 data_time: 0.0049 loss: 1.9130 03/10 00:40:56 - mmengine - INFO - Epoch(train) [236][ 600/2503] lr: 1.0866e-01 eta: 6:11:04 time: 0.1394 data_time: 0.0051 loss: 1.6927 03/10 00:41:10 - mmengine - INFO - Epoch(train) [236][ 700/2503] lr: 1.0859e-01 eta: 6:10:50 time: 0.1522 data_time: 0.0052 loss: 1.6489 03/10 00:41:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:41:24 - mmengine - INFO - Epoch(train) [236][ 800/2503] lr: 1.0852e-01 eta: 6:10:37 time: 0.1063 data_time: 0.0058 loss: 1.8861 03/10 00:41:37 - mmengine - INFO - Epoch(train) [236][ 900/2503] lr: 1.0846e-01 eta: 6:10:23 time: 0.1045 data_time: 0.0055 loss: 1.8204 03/10 00:41:51 - mmengine - INFO - Epoch(train) [236][1000/2503] lr: 1.0839e-01 eta: 6:10:09 time: 0.1251 data_time: 0.0049 loss: 1.8523 03/10 00:42:05 - mmengine - INFO - Epoch(train) [236][1100/2503] lr: 1.0832e-01 eta: 6:09:55 time: 0.1412 data_time: 0.0047 loss: 1.7911 03/10 00:42:19 - mmengine - INFO - Epoch(train) [236][1200/2503] lr: 1.0826e-01 eta: 6:09:42 time: 0.1818 data_time: 0.0740 loss: 1.7531 03/10 00:42:33 - mmengine - INFO - Epoch(train) [236][1300/2503] lr: 1.0819e-01 eta: 6:09:28 time: 0.1651 data_time: 0.0516 loss: 1.9455 03/10 00:42:47 - mmengine - INFO - Epoch(train) [236][1400/2503] lr: 1.0812e-01 eta: 6:09:14 time: 0.1126 data_time: 0.0053 loss: 1.8604 03/10 00:43:01 - mmengine - INFO - Epoch(train) [236][1500/2503] lr: 1.0805e-01 eta: 6:09:00 time: 0.1428 data_time: 0.0049 loss: 1.8577 03/10 00:43:14 - mmengine - INFO - Epoch(train) [236][1600/2503] lr: 1.0799e-01 eta: 6:08:46 time: 0.1278 data_time: 0.0052 loss: 1.9523 03/10 00:43:28 - mmengine - INFO - Epoch(train) [236][1700/2503] lr: 1.0792e-01 eta: 6:08:33 time: 0.1534 data_time: 0.0047 loss: 1.7575 03/10 00:43:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:43:42 - mmengine - INFO - Epoch(train) [236][1800/2503] lr: 1.0785e-01 eta: 6:08:19 time: 0.1675 data_time: 0.0051 loss: 1.8592 03/10 00:43:56 - mmengine - INFO - Epoch(train) [236][1900/2503] lr: 1.0779e-01 eta: 6:08:05 time: 0.1482 data_time: 0.0079 loss: 1.8377 03/10 00:44:09 - mmengine - INFO - Epoch(train) [236][2000/2503] lr: 1.0772e-01 eta: 6:07:51 time: 0.1380 data_time: 0.0048 loss: 1.8881 03/10 00:44:23 - mmengine - INFO - Epoch(train) [236][2100/2503] lr: 1.0765e-01 eta: 6:07:37 time: 0.1522 data_time: 0.0050 loss: 1.8136 03/10 00:44:37 - mmengine - INFO - Epoch(train) [236][2200/2503] lr: 1.0758e-01 eta: 6:07:24 time: 0.1049 data_time: 0.0048 loss: 1.8543 03/10 00:44:51 - mmengine - INFO - Epoch(train) [236][2300/2503] lr: 1.0752e-01 eta: 6:07:10 time: 0.1583 data_time: 0.0050 loss: 1.8218 03/10 00:45:04 - mmengine - INFO - Epoch(train) [236][2400/2503] lr: 1.0745e-01 eta: 6:06:56 time: 0.1389 data_time: 0.0051 loss: 2.0259 03/10 00:45:18 - mmengine - INFO - Epoch(train) [236][2500/2503] lr: 1.0738e-01 eta: 6:06:42 time: 0.1489 data_time: 0.0051 loss: 1.8140 03/10 00:45:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:45:19 - mmengine - INFO - Saving checkpoint at 236 epochs 03/10 00:45:45 - mmengine - INFO - Epoch(val) [236][98/98] accuracy/top1: 61.4400 accuracy/top5: 83.9660 03/10 00:46:01 - mmengine - INFO - Epoch(train) [237][ 100/2503] lr: 1.0731e-01 eta: 6:06:28 time: 0.1303 data_time: 0.0058 loss: 1.6846 03/10 00:46:15 - mmengine - INFO - Epoch(train) [237][ 200/2503] lr: 1.0725e-01 eta: 6:06:15 time: 0.1527 data_time: 0.0500 loss: 1.7515 03/10 00:46:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:46:28 - mmengine - INFO - Epoch(train) [237][ 300/2503] lr: 1.0718e-01 eta: 6:06:01 time: 0.1084 data_time: 0.0055 loss: 1.7050 03/10 00:46:42 - mmengine - INFO - Epoch(train) [237][ 400/2503] lr: 1.0711e-01 eta: 6:05:47 time: 0.1099 data_time: 0.0052 loss: 1.7853 03/10 00:46:56 - mmengine - INFO - Epoch(train) [237][ 500/2503] lr: 1.0705e-01 eta: 6:05:33 time: 0.1455 data_time: 0.0047 loss: 1.8869 03/10 00:47:10 - mmengine - INFO - Epoch(train) [237][ 600/2503] lr: 1.0698e-01 eta: 6:05:19 time: 0.1238 data_time: 0.0059 loss: 1.7600 03/10 00:47:23 - mmengine - INFO - Epoch(train) [237][ 700/2503] lr: 1.0691e-01 eta: 6:05:06 time: 0.1348 data_time: 0.0048 loss: 1.8554 03/10 00:47:37 - mmengine - INFO - Epoch(train) [237][ 800/2503] lr: 1.0685e-01 eta: 6:04:52 time: 0.1247 data_time: 0.0052 loss: 1.6873 03/10 00:47:51 - mmengine - INFO - Epoch(train) [237][ 900/2503] lr: 1.0678e-01 eta: 6:04:38 time: 0.1217 data_time: 0.0064 loss: 1.7029 03/10 00:48:05 - mmengine - INFO - Epoch(train) [237][1000/2503] lr: 1.0671e-01 eta: 6:04:24 time: 0.1508 data_time: 0.0052 loss: 1.9169 03/10 00:48:18 - mmengine - INFO - Epoch(train) [237][1100/2503] lr: 1.0664e-01 eta: 6:04:10 time: 0.1132 data_time: 0.0050 loss: 1.8140 03/10 00:48:32 - mmengine - INFO - Epoch(train) [237][1200/2503] lr: 1.0658e-01 eta: 6:03:57 time: 0.1370 data_time: 0.0067 loss: 1.8535 03/10 00:48:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:48:46 - mmengine - INFO - Epoch(train) [237][1300/2503] lr: 1.0651e-01 eta: 6:03:43 time: 0.1596 data_time: 0.0050 loss: 1.9839 03/10 00:49:00 - mmengine - INFO - Epoch(train) [237][1400/2503] lr: 1.0644e-01 eta: 6:03:29 time: 0.1598 data_time: 0.0053 loss: 1.8035 03/10 00:49:14 - mmengine - INFO - Epoch(train) [237][1500/2503] lr: 1.0638e-01 eta: 6:03:15 time: 0.1789 data_time: 0.0056 loss: 1.7773 03/10 00:49:28 - mmengine - INFO - Epoch(train) [237][1600/2503] lr: 1.0631e-01 eta: 6:03:02 time: 0.1378 data_time: 0.0048 loss: 1.7356 03/10 00:49:41 - mmengine - INFO - Epoch(train) [237][1700/2503] lr: 1.0624e-01 eta: 6:02:48 time: 0.1418 data_time: 0.0054 loss: 1.7569 03/10 00:49:55 - mmengine - INFO - Epoch(train) [237][1800/2503] lr: 1.0618e-01 eta: 6:02:34 time: 0.1266 data_time: 0.0053 loss: 1.8698 03/10 00:50:09 - mmengine - INFO - Epoch(train) [237][1900/2503] lr: 1.0611e-01 eta: 6:02:20 time: 0.1523 data_time: 0.0053 loss: 1.8245 03/10 00:50:23 - mmengine - INFO - Epoch(train) [237][2000/2503] lr: 1.0604e-01 eta: 6:02:06 time: 0.1449 data_time: 0.0050 loss: 1.8257 03/10 00:50:36 - mmengine - INFO - Epoch(train) [237][2100/2503] lr: 1.0597e-01 eta: 6:01:53 time: 0.1616 data_time: 0.0051 loss: 1.7485 03/10 00:50:50 - mmengine - INFO - Epoch(train) [237][2200/2503] lr: 1.0591e-01 eta: 6:01:39 time: 0.1183 data_time: 0.0058 loss: 1.9087 03/10 00:51:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:51:04 - mmengine - INFO - Epoch(train) [237][2300/2503] lr: 1.0584e-01 eta: 6:01:25 time: 0.1417 data_time: 0.0048 loss: 1.8808 03/10 00:51:18 - mmengine - INFO - Epoch(train) [237][2400/2503] lr: 1.0577e-01 eta: 6:01:11 time: 0.1656 data_time: 0.0049 loss: 1.7003 03/10 00:51:32 - mmengine - INFO - Epoch(train) [237][2500/2503] lr: 1.0571e-01 eta: 6:00:57 time: 0.1397 data_time: 0.0066 loss: 1.8504 03/10 00:51:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:51:32 - mmengine - INFO - Saving checkpoint at 237 epochs 03/10 00:51:59 - mmengine - INFO - Epoch(val) [237][98/98] accuracy/top1: 62.1620 accuracy/top5: 84.1500 03/10 00:52:15 - mmengine - INFO - Epoch(train) [238][ 100/2503] lr: 1.0564e-01 eta: 6:00:44 time: 0.1534 data_time: 0.0051 loss: 1.8556 03/10 00:52:28 - mmengine - INFO - Epoch(train) [238][ 200/2503] lr: 1.0557e-01 eta: 6:00:30 time: 0.1265 data_time: 0.0054 loss: 1.6869 03/10 00:52:42 - mmengine - INFO - Epoch(train) [238][ 300/2503] lr: 1.0550e-01 eta: 6:00:16 time: 0.1116 data_time: 0.0058 loss: 1.8838 03/10 00:52:56 - mmengine - INFO - Epoch(train) [238][ 400/2503] lr: 1.0544e-01 eta: 6:00:02 time: 0.1511 data_time: 0.0053 loss: 1.9232 03/10 00:53:10 - mmengine - INFO - Epoch(train) [238][ 500/2503] lr: 1.0537e-01 eta: 5:59:49 time: 0.1698 data_time: 0.0053 loss: 1.8399 03/10 00:53:24 - mmengine - INFO - Epoch(train) [238][ 600/2503] lr: 1.0530e-01 eta: 5:59:35 time: 0.1314 data_time: 0.0050 loss: 1.8081 03/10 00:53:38 - mmengine - INFO - Epoch(train) [238][ 700/2503] lr: 1.0523e-01 eta: 5:59:21 time: 0.1395 data_time: 0.0049 loss: 1.9858 03/10 00:53:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:53:52 - mmengine - INFO - Epoch(train) [238][ 800/2503] lr: 1.0517e-01 eta: 5:59:07 time: 0.1432 data_time: 0.0051 loss: 1.7312 03/10 00:54:05 - mmengine - INFO - Epoch(train) [238][ 900/2503] lr: 1.0510e-01 eta: 5:58:53 time: 0.1562 data_time: 0.0053 loss: 1.8497 03/10 00:54:19 - mmengine - INFO - Epoch(train) [238][1000/2503] lr: 1.0503e-01 eta: 5:58:40 time: 0.1643 data_time: 0.0047 loss: 1.8610 03/10 00:54:33 - mmengine - INFO - Epoch(train) [238][1100/2503] lr: 1.0497e-01 eta: 5:58:26 time: 0.1346 data_time: 0.0052 loss: 1.7561 03/10 00:54:47 - mmengine - INFO - Epoch(train) [238][1200/2503] lr: 1.0490e-01 eta: 5:58:12 time: 0.1163 data_time: 0.0054 loss: 1.7562 03/10 00:55:01 - mmengine - INFO - Epoch(train) [238][1300/2503] lr: 1.0483e-01 eta: 5:57:58 time: 0.1149 data_time: 0.0049 loss: 1.8674 03/10 00:55:15 - mmengine - INFO - Epoch(train) [238][1400/2503] lr: 1.0477e-01 eta: 5:57:45 time: 0.1484 data_time: 0.0212 loss: 1.7645 03/10 00:55:28 - mmengine - INFO - Epoch(train) [238][1500/2503] lr: 1.0470e-01 eta: 5:57:31 time: 0.1084 data_time: 0.0051 loss: 1.8015 03/10 00:55:42 - mmengine - INFO - Epoch(train) [238][1600/2503] lr: 1.0463e-01 eta: 5:57:17 time: 0.1453 data_time: 0.0051 loss: 1.7816 03/10 00:55:56 - mmengine - INFO - Epoch(train) [238][1700/2503] lr: 1.0456e-01 eta: 5:57:03 time: 0.1273 data_time: 0.0054 loss: 1.7847 03/10 00:56:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:56:10 - mmengine - INFO - Epoch(train) [238][1800/2503] lr: 1.0450e-01 eta: 5:56:49 time: 0.1561 data_time: 0.0049 loss: 1.8353 03/10 00:56:24 - mmengine - INFO - Epoch(train) [238][1900/2503] lr: 1.0443e-01 eta: 5:56:36 time: 0.1597 data_time: 0.0059 loss: 1.9373 03/10 00:56:38 - mmengine - INFO - Epoch(train) [238][2000/2503] lr: 1.0436e-01 eta: 5:56:22 time: 0.1287 data_time: 0.0056 loss: 1.8539 03/10 00:56:53 - mmengine - INFO - Epoch(train) [238][2100/2503] lr: 1.0430e-01 eta: 5:56:08 time: 0.1915 data_time: 0.0053 loss: 1.8646 03/10 00:57:06 - mmengine - INFO - Epoch(train) [238][2200/2503] lr: 1.0423e-01 eta: 5:55:54 time: 0.1283 data_time: 0.0052 loss: 1.9525 03/10 00:57:20 - mmengine - INFO - Epoch(train) [238][2300/2503] lr: 1.0416e-01 eta: 5:55:41 time: 0.1572 data_time: 0.0055 loss: 1.8450 03/10 00:57:34 - mmengine - INFO - Epoch(train) [238][2400/2503] lr: 1.0410e-01 eta: 5:55:27 time: 0.1387 data_time: 0.0062 loss: 1.7470 03/10 00:57:47 - mmengine - INFO - Epoch(train) [238][2500/2503] lr: 1.0403e-01 eta: 5:55:13 time: 0.1305 data_time: 0.0049 loss: 1.7626 03/10 00:57:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:57:48 - mmengine - INFO - Saving checkpoint at 238 epochs 03/10 00:58:14 - mmengine - INFO - Epoch(val) [238][98/98] accuracy/top1: 62.4320 accuracy/top5: 84.5120 03/10 00:58:29 - mmengine - INFO - Epoch(train) [239][ 100/2503] lr: 1.0396e-01 eta: 5:54:59 time: 0.1454 data_time: 0.0187 loss: 1.8575 03/10 00:58:43 - mmengine - INFO - Epoch(train) [239][ 200/2503] lr: 1.0389e-01 eta: 5:54:46 time: 0.1079 data_time: 0.0051 loss: 1.8276 03/10 00:58:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 00:58:57 - mmengine - INFO - Epoch(train) [239][ 300/2503] lr: 1.0383e-01 eta: 5:54:32 time: 0.1090 data_time: 0.0066 loss: 1.7876 03/10 00:59:11 - mmengine - INFO - Epoch(train) [239][ 400/2503] lr: 1.0376e-01 eta: 5:54:18 time: 0.1347 data_time: 0.0048 loss: 1.9700 03/10 00:59:25 - mmengine - INFO - Epoch(train) [239][ 500/2503] lr: 1.0369e-01 eta: 5:54:04 time: 0.1441 data_time: 0.0052 loss: 1.7790 03/10 00:59:38 - mmengine - INFO - Epoch(train) [239][ 600/2503] lr: 1.0362e-01 eta: 5:53:50 time: 0.1131 data_time: 0.0051 loss: 1.7588 03/10 00:59:52 - mmengine - INFO - Epoch(train) [239][ 700/2503] lr: 1.0356e-01 eta: 5:53:37 time: 0.1451 data_time: 0.0161 loss: 1.9566 03/10 01:00:06 - mmengine - INFO - Epoch(train) [239][ 800/2503] lr: 1.0349e-01 eta: 5:53:23 time: 0.1732 data_time: 0.0247 loss: 1.7919 03/10 01:00:20 - mmengine - INFO - Epoch(train) [239][ 900/2503] lr: 1.0342e-01 eta: 5:53:09 time: 0.1311 data_time: 0.0056 loss: 1.7433 03/10 01:00:34 - mmengine - INFO - Epoch(train) [239][1000/2503] lr: 1.0336e-01 eta: 5:52:55 time: 0.1099 data_time: 0.0059 loss: 1.8260 03/10 01:00:48 - mmengine - INFO - Epoch(train) [239][1100/2503] lr: 1.0329e-01 eta: 5:52:41 time: 0.1077 data_time: 0.0054 loss: 1.8862 03/10 01:01:01 - mmengine - INFO - Epoch(train) [239][1200/2503] lr: 1.0322e-01 eta: 5:52:28 time: 0.1174 data_time: 0.0051 loss: 1.8911 03/10 01:01:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:01:15 - mmengine - INFO - Epoch(train) [239][1300/2503] lr: 1.0315e-01 eta: 5:52:14 time: 0.1366 data_time: 0.0049 loss: 1.7904 03/10 01:01:30 - mmengine - INFO - Epoch(train) [239][1400/2503] lr: 1.0309e-01 eta: 5:52:00 time: 0.1243 data_time: 0.0058 loss: 1.8381 03/10 01:01:44 - mmengine - INFO - Epoch(train) [239][1500/2503] lr: 1.0302e-01 eta: 5:51:47 time: 0.1843 data_time: 0.0059 loss: 1.8571 03/10 01:01:58 - mmengine - INFO - Epoch(train) [239][1600/2503] lr: 1.0295e-01 eta: 5:51:33 time: 0.1441 data_time: 0.0052 loss: 1.8397 03/10 01:02:11 - mmengine - INFO - Epoch(train) [239][1700/2503] lr: 1.0289e-01 eta: 5:51:19 time: 0.1346 data_time: 0.0049 loss: 1.8306 03/10 01:02:26 - mmengine - INFO - Epoch(train) [239][1800/2503] lr: 1.0282e-01 eta: 5:51:05 time: 0.1412 data_time: 0.0057 loss: 1.8052 03/10 01:02:39 - mmengine - INFO - Epoch(train) [239][1900/2503] lr: 1.0275e-01 eta: 5:50:52 time: 0.1542 data_time: 0.0061 loss: 1.8012 03/10 01:02:53 - mmengine - INFO - Epoch(train) [239][2000/2503] lr: 1.0269e-01 eta: 5:50:38 time: 0.1507 data_time: 0.0056 loss: 1.8016 03/10 01:03:08 - mmengine - INFO - Epoch(train) [239][2100/2503] lr: 1.0262e-01 eta: 5:50:24 time: 0.1581 data_time: 0.0055 loss: 1.7442 03/10 01:03:22 - mmengine - INFO - Epoch(train) [239][2200/2503] lr: 1.0255e-01 eta: 5:50:10 time: 0.1093 data_time: 0.0051 loss: 1.8321 03/10 01:03:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:03:36 - mmengine - INFO - Epoch(train) [239][2300/2503] lr: 1.0248e-01 eta: 5:49:57 time: 0.1729 data_time: 0.0796 loss: 1.7046 03/10 01:03:49 - mmengine - INFO - Epoch(train) [239][2400/2503] lr: 1.0242e-01 eta: 5:49:43 time: 0.1201 data_time: 0.0052 loss: 1.7771 03/10 01:04:03 - mmengine - INFO - Epoch(train) [239][2500/2503] lr: 1.0235e-01 eta: 5:49:29 time: 0.1428 data_time: 0.0055 loss: 1.7822 03/10 01:04:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:04:03 - mmengine - INFO - Saving checkpoint at 239 epochs 03/10 01:04:30 - mmengine - INFO - Epoch(val) [239][98/98] accuracy/top1: 62.4540 accuracy/top5: 84.4620 03/10 01:04:46 - mmengine - INFO - Epoch(train) [240][ 100/2503] lr: 1.0228e-01 eta: 5:49:15 time: 0.1409 data_time: 0.0133 loss: 1.8933 03/10 01:05:01 - mmengine - INFO - Epoch(train) [240][ 200/2503] lr: 1.0221e-01 eta: 5:49:02 time: 0.1437 data_time: 0.0053 loss: 1.9466 03/10 01:05:15 - mmengine - INFO - Epoch(train) [240][ 300/2503] lr: 1.0215e-01 eta: 5:48:48 time: 0.1531 data_time: 0.0053 loss: 1.9193 03/10 01:05:28 - mmengine - INFO - Epoch(train) [240][ 400/2503] lr: 1.0208e-01 eta: 5:48:34 time: 0.1331 data_time: 0.0368 loss: 1.9162 03/10 01:05:42 - mmengine - INFO - Epoch(train) [240][ 500/2503] lr: 1.0201e-01 eta: 5:48:20 time: 0.1347 data_time: 0.0048 loss: 1.8346 03/10 01:05:56 - mmengine - INFO - Epoch(train) [240][ 600/2503] lr: 1.0195e-01 eta: 5:48:06 time: 0.1151 data_time: 0.0047 loss: 1.6991 03/10 01:06:09 - mmengine - INFO - Epoch(train) [240][ 700/2503] lr: 1.0188e-01 eta: 5:47:53 time: 0.1334 data_time: 0.0062 loss: 1.8136 03/10 01:06:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:06:23 - mmengine - INFO - Epoch(train) [240][ 800/2503] lr: 1.0181e-01 eta: 5:47:39 time: 0.1254 data_time: 0.0229 loss: 1.8481 03/10 01:06:37 - mmengine - INFO - Epoch(train) [240][ 900/2503] lr: 1.0175e-01 eta: 5:47:25 time: 0.1358 data_time: 0.0048 loss: 1.6475 03/10 01:06:50 - mmengine - INFO - Epoch(train) [240][1000/2503] lr: 1.0168e-01 eta: 5:47:11 time: 0.1290 data_time: 0.0054 loss: 1.6884 03/10 01:07:04 - mmengine - INFO - Epoch(train) [240][1100/2503] lr: 1.0161e-01 eta: 5:46:57 time: 0.1069 data_time: 0.0049 loss: 1.8216 03/10 01:07:18 - mmengine - INFO - Epoch(train) [240][1200/2503] lr: 1.0154e-01 eta: 5:46:44 time: 0.1458 data_time: 0.0224 loss: 1.8545 03/10 01:07:32 - mmengine - INFO - Epoch(train) [240][1300/2503] lr: 1.0148e-01 eta: 5:46:30 time: 0.1166 data_time: 0.0052 loss: 1.8252 03/10 01:07:46 - mmengine - INFO - Epoch(train) [240][1400/2503] lr: 1.0141e-01 eta: 5:46:16 time: 0.1573 data_time: 0.0055 loss: 1.7998 03/10 01:08:00 - mmengine - INFO - Epoch(train) [240][1500/2503] lr: 1.0134e-01 eta: 5:46:02 time: 0.1083 data_time: 0.0051 loss: 1.6747 03/10 01:08:14 - mmengine - INFO - Epoch(train) [240][1600/2503] lr: 1.0128e-01 eta: 5:45:49 time: 0.1407 data_time: 0.0265 loss: 1.7234 03/10 01:08:27 - mmengine - INFO - Epoch(train) [240][1700/2503] lr: 1.0121e-01 eta: 5:45:35 time: 0.1588 data_time: 0.0135 loss: 1.8365 03/10 01:08:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:08:41 - mmengine - INFO - Epoch(train) [240][1800/2503] lr: 1.0114e-01 eta: 5:45:21 time: 0.1205 data_time: 0.0057 loss: 1.8725 03/10 01:08:55 - mmengine - INFO - Epoch(train) [240][1900/2503] lr: 1.0107e-01 eta: 5:45:07 time: 0.1403 data_time: 0.0058 loss: 1.7634 03/10 01:09:09 - mmengine - INFO - Epoch(train) [240][2000/2503] lr: 1.0101e-01 eta: 5:44:54 time: 0.1405 data_time: 0.0048 loss: 1.8281 03/10 01:09:23 - mmengine - INFO - Epoch(train) [240][2100/2503] lr: 1.0094e-01 eta: 5:44:40 time: 0.1294 data_time: 0.0051 loss: 1.8791 03/10 01:09:37 - mmengine - INFO - Epoch(train) [240][2200/2503] lr: 1.0087e-01 eta: 5:44:26 time: 0.1386 data_time: 0.0043 loss: 1.8552 03/10 01:09:51 - mmengine - INFO - Epoch(train) [240][2300/2503] lr: 1.0081e-01 eta: 5:44:12 time: 0.1096 data_time: 0.0051 loss: 1.9103 03/10 01:10:05 - mmengine - INFO - Epoch(train) [240][2400/2503] lr: 1.0074e-01 eta: 5:43:59 time: 0.1297 data_time: 0.0051 loss: 1.7856 03/10 01:10:18 - mmengine - INFO - Epoch(train) [240][2500/2503] lr: 1.0067e-01 eta: 5:43:45 time: 0.1242 data_time: 0.0057 loss: 1.7739 03/10 01:10:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:10:19 - mmengine - INFO - Saving checkpoint at 240 epochs 03/10 01:10:46 - mmengine - INFO - Epoch(val) [240][98/98] accuracy/top1: 62.3240 accuracy/top5: 84.3420 03/10 01:11:01 - mmengine - INFO - Epoch(train) [241][ 100/2503] lr: 1.0060e-01 eta: 5:43:31 time: 0.1414 data_time: 0.0048 loss: 1.5979 03/10 01:11:16 - mmengine - INFO - Epoch(train) [241][ 200/2503] lr: 1.0054e-01 eta: 5:43:17 time: 0.1661 data_time: 0.0049 loss: 1.7471 03/10 01:11:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:11:30 - mmengine - INFO - Epoch(train) [241][ 300/2503] lr: 1.0047e-01 eta: 5:43:04 time: 0.1693 data_time: 0.0045 loss: 1.6956 03/10 01:11:44 - mmengine - INFO - Epoch(train) [241][ 400/2503] lr: 1.0040e-01 eta: 5:42:50 time: 0.1656 data_time: 0.0055 loss: 1.6808 03/10 01:11:58 - mmengine - INFO - Epoch(train) [241][ 500/2503] lr: 1.0034e-01 eta: 5:42:36 time: 0.1316 data_time: 0.0056 loss: 1.8297 03/10 01:12:11 - mmengine - INFO - Epoch(train) [241][ 600/2503] lr: 1.0027e-01 eta: 5:42:22 time: 0.1316 data_time: 0.0055 loss: 1.7950 03/10 01:12:25 - mmengine - INFO - Epoch(train) [241][ 700/2503] lr: 1.0020e-01 eta: 5:42:08 time: 0.1381 data_time: 0.0053 loss: 1.7676 03/10 01:12:39 - mmengine - INFO - Epoch(train) [241][ 800/2503] lr: 1.0013e-01 eta: 5:41:55 time: 0.1571 data_time: 0.0051 loss: 1.8347 03/10 01:12:53 - mmengine - INFO - Epoch(train) [241][ 900/2503] lr: 1.0007e-01 eta: 5:41:41 time: 0.1508 data_time: 0.0538 loss: 1.9349 03/10 01:13:06 - mmengine - INFO - Epoch(train) [241][1000/2503] lr: 1.0000e-01 eta: 5:41:27 time: 0.1565 data_time: 0.0051 loss: 1.7842 03/10 01:13:20 - mmengine - INFO - Epoch(train) [241][1100/2503] lr: 9.9933e-02 eta: 5:41:13 time: 0.1498 data_time: 0.0317 loss: 1.8469 03/10 01:13:34 - mmengine - INFO - Epoch(train) [241][1200/2503] lr: 9.9866e-02 eta: 5:41:00 time: 0.1448 data_time: 0.0052 loss: 1.7963 03/10 01:13:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:13:49 - mmengine - INFO - Epoch(train) [241][1300/2503] lr: 9.9799e-02 eta: 5:40:46 time: 0.1444 data_time: 0.0057 loss: 1.7476 03/10 01:14:02 - mmengine - INFO - Epoch(train) [241][1400/2503] lr: 9.9732e-02 eta: 5:40:32 time: 0.1540 data_time: 0.0057 loss: 1.7371 03/10 01:14:16 - mmengine - INFO - Epoch(train) [241][1500/2503] lr: 9.9665e-02 eta: 5:40:18 time: 0.1262 data_time: 0.0049 loss: 1.6996 03/10 01:14:30 - mmengine - INFO - Epoch(train) [241][1600/2503] lr: 9.9598e-02 eta: 5:40:05 time: 0.1346 data_time: 0.0050 loss: 1.8252 03/10 01:14:44 - mmengine - INFO - Epoch(train) [241][1700/2503] lr: 9.9531e-02 eta: 5:39:51 time: 0.1526 data_time: 0.0048 loss: 1.7605 03/10 01:14:58 - mmengine - INFO - Epoch(train) [241][1800/2503] lr: 9.9464e-02 eta: 5:39:37 time: 0.1325 data_time: 0.0047 loss: 1.7733 03/10 01:15:12 - mmengine - INFO - Epoch(train) [241][1900/2503] lr: 9.9397e-02 eta: 5:39:23 time: 0.1190 data_time: 0.0048 loss: 1.8804 03/10 01:15:26 - mmengine - INFO - Epoch(train) [241][2000/2503] lr: 9.9330e-02 eta: 5:39:10 time: 0.1419 data_time: 0.0048 loss: 1.7050 03/10 01:15:39 - mmengine - INFO - Epoch(train) [241][2100/2503] lr: 9.9263e-02 eta: 5:38:56 time: 0.1355 data_time: 0.0051 loss: 1.8293 03/10 01:15:53 - mmengine - INFO - Epoch(train) [241][2200/2503] lr: 9.9196e-02 eta: 5:38:42 time: 0.1430 data_time: 0.0052 loss: 1.8672 03/10 01:16:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:16:07 - mmengine - INFO - Epoch(train) [241][2300/2503] lr: 9.9129e-02 eta: 5:38:28 time: 0.1240 data_time: 0.0050 loss: 1.9299 03/10 01:16:21 - mmengine - INFO - Epoch(train) [241][2400/2503] lr: 9.9062e-02 eta: 5:38:15 time: 0.1488 data_time: 0.0044 loss: 1.9054 03/10 01:16:35 - mmengine - INFO - Epoch(train) [241][2500/2503] lr: 9.8995e-02 eta: 5:38:01 time: 0.1275 data_time: 0.0062 loss: 1.7447 03/10 01:16:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:16:35 - mmengine - INFO - Saving checkpoint at 241 epochs 03/10 01:17:03 - mmengine - INFO - Epoch(val) [241][98/98] accuracy/top1: 62.2080 accuracy/top5: 84.4600 03/10 01:17:18 - mmengine - INFO - Epoch(train) [242][ 100/2503] lr: 9.8926e-02 eta: 5:37:47 time: 0.1650 data_time: 0.0050 loss: 1.6135 03/10 01:17:32 - mmengine - INFO - Epoch(train) [242][ 200/2503] lr: 9.8859e-02 eta: 5:37:33 time: 0.1296 data_time: 0.0056 loss: 1.7362 03/10 01:17:45 - mmengine - INFO - Epoch(train) [242][ 300/2503] lr: 9.8792e-02 eta: 5:37:19 time: 0.1262 data_time: 0.0057 loss: 1.7283 03/10 01:17:59 - mmengine - INFO - Epoch(train) [242][ 400/2503] lr: 9.8724e-02 eta: 5:37:06 time: 0.1179 data_time: 0.0218 loss: 1.9356 03/10 01:18:13 - mmengine - INFO - Epoch(train) [242][ 500/2503] lr: 9.8657e-02 eta: 5:36:52 time: 0.1155 data_time: 0.0047 loss: 1.7583 03/10 01:18:27 - mmengine - INFO - Epoch(train) [242][ 600/2503] lr: 9.8590e-02 eta: 5:36:38 time: 0.1306 data_time: 0.0049 loss: 1.6831 03/10 01:18:41 - mmengine - INFO - Epoch(train) [242][ 700/2503] lr: 9.8523e-02 eta: 5:36:24 time: 0.1487 data_time: 0.0048 loss: 1.8819 03/10 01:18:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:18:55 - mmengine - INFO - Epoch(train) [242][ 800/2503] lr: 9.8456e-02 eta: 5:36:10 time: 0.1338 data_time: 0.0050 loss: 1.8145 03/10 01:19:09 - mmengine - INFO - Epoch(train) [242][ 900/2503] lr: 9.8389e-02 eta: 5:35:57 time: 0.1598 data_time: 0.0051 loss: 1.9137 03/10 01:19:22 - mmengine - INFO - Epoch(train) [242][1000/2503] lr: 9.8322e-02 eta: 5:35:43 time: 0.1553 data_time: 0.0047 loss: 1.9223 03/10 01:19:36 - mmengine - INFO - Epoch(train) [242][1100/2503] lr: 9.8255e-02 eta: 5:35:29 time: 0.1644 data_time: 0.0047 loss: 1.7689 03/10 01:19:50 - mmengine - INFO - Epoch(train) [242][1200/2503] lr: 9.8188e-02 eta: 5:35:15 time: 0.1341 data_time: 0.0050 loss: 1.7997 03/10 01:20:04 - mmengine - INFO - Epoch(train) [242][1300/2503] lr: 9.8121e-02 eta: 5:35:02 time: 0.1507 data_time: 0.0049 loss: 1.8119 03/10 01:20:18 - mmengine - INFO - Epoch(train) [242][1400/2503] lr: 9.8054e-02 eta: 5:34:48 time: 0.1578 data_time: 0.0057 loss: 1.6744 03/10 01:20:31 - mmengine - INFO - Epoch(train) [242][1500/2503] lr: 9.7987e-02 eta: 5:34:34 time: 0.1239 data_time: 0.0050 loss: 1.7290 03/10 01:20:45 - mmengine - INFO - Epoch(train) [242][1600/2503] lr: 9.7920e-02 eta: 5:34:20 time: 0.1039 data_time: 0.0054 loss: 1.7604 03/10 01:20:59 - mmengine - INFO - Epoch(train) [242][1700/2503] lr: 9.7853e-02 eta: 5:34:07 time: 0.1907 data_time: 0.0051 loss: 1.9356 03/10 01:21:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:21:13 - mmengine - INFO - Epoch(train) [242][1800/2503] lr: 9.7786e-02 eta: 5:33:53 time: 0.1528 data_time: 0.0048 loss: 1.6348 03/10 01:21:27 - mmengine - INFO - Epoch(train) [242][1900/2503] lr: 9.7719e-02 eta: 5:33:39 time: 0.1115 data_time: 0.0063 loss: 1.8079 03/10 01:21:41 - mmengine - INFO - Epoch(train) [242][2000/2503] lr: 9.7652e-02 eta: 5:33:25 time: 0.1588 data_time: 0.0130 loss: 1.9859 03/10 01:21:55 - mmengine - INFO - Epoch(train) [242][2100/2503] lr: 9.7585e-02 eta: 5:33:12 time: 0.1320 data_time: 0.0053 loss: 1.8825 03/10 01:22:09 - mmengine - INFO - Epoch(train) [242][2200/2503] lr: 9.7518e-02 eta: 5:32:58 time: 0.1229 data_time: 0.0047 loss: 1.7577 03/10 01:22:23 - mmengine - INFO - Epoch(train) [242][2300/2503] lr: 9.7451e-02 eta: 5:32:44 time: 0.1199 data_time: 0.0049 loss: 1.8422 03/10 01:22:36 - mmengine - INFO - Epoch(train) [242][2400/2503] lr: 9.7384e-02 eta: 5:32:30 time: 0.1123 data_time: 0.0134 loss: 1.8109 03/10 01:22:50 - mmengine - INFO - Epoch(train) [242][2500/2503] lr: 9.7317e-02 eta: 5:32:16 time: 0.1269 data_time: 0.0209 loss: 1.8787 03/10 01:22:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:22:50 - mmengine - INFO - Saving checkpoint at 242 epochs 03/10 01:23:17 - mmengine - INFO - Epoch(val) [242][98/98] accuracy/top1: 62.2620 accuracy/top5: 84.2360 03/10 01:23:32 - mmengine - INFO - Epoch(train) [243][ 100/2503] lr: 9.7248e-02 eta: 5:32:02 time: 0.1436 data_time: 0.0050 loss: 1.8056 03/10 01:23:46 - mmengine - INFO - Epoch(train) [243][ 200/2503] lr: 9.7181e-02 eta: 5:31:49 time: 0.1355 data_time: 0.0060 loss: 1.6971 03/10 01:23:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:24:00 - mmengine - INFO - Epoch(train) [243][ 300/2503] lr: 9.7114e-02 eta: 5:31:35 time: 0.1267 data_time: 0.0050 loss: 1.8015 03/10 01:24:15 - mmengine - INFO - Epoch(train) [243][ 400/2503] lr: 9.7047e-02 eta: 5:31:21 time: 0.1687 data_time: 0.0048 loss: 1.7461 03/10 01:24:28 - mmengine - INFO - Epoch(train) [243][ 500/2503] lr: 9.6980e-02 eta: 5:31:07 time: 0.1438 data_time: 0.0048 loss: 1.8302 03/10 01:24:42 - mmengine - INFO - Epoch(train) [243][ 600/2503] lr: 9.6913e-02 eta: 5:30:53 time: 0.1259 data_time: 0.0053 loss: 1.7900 03/10 01:24:56 - mmengine - INFO - Epoch(train) [243][ 700/2503] lr: 9.6846e-02 eta: 5:30:40 time: 0.1202 data_time: 0.0052 loss: 1.7127 03/10 01:25:09 - mmengine - INFO - Epoch(train) [243][ 800/2503] lr: 9.6779e-02 eta: 5:30:26 time: 0.1507 data_time: 0.0050 loss: 1.6435 03/10 01:25:23 - mmengine - INFO - Epoch(train) [243][ 900/2503] lr: 9.6711e-02 eta: 5:30:12 time: 0.1061 data_time: 0.0059 loss: 1.7559 03/10 01:25:37 - mmengine - INFO - Epoch(train) [243][1000/2503] lr: 9.6644e-02 eta: 5:29:58 time: 0.1674 data_time: 0.0051 loss: 1.8095 03/10 01:25:51 - mmengine - INFO - Epoch(train) [243][1100/2503] lr: 9.6577e-02 eta: 5:29:45 time: 0.1768 data_time: 0.0057 loss: 1.7363 03/10 01:26:04 - mmengine - INFO - Epoch(train) [243][1200/2503] lr: 9.6510e-02 eta: 5:29:31 time: 0.1591 data_time: 0.0048 loss: 1.8349 03/10 01:26:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:26:18 - mmengine - INFO - Epoch(train) [243][1300/2503] lr: 9.6443e-02 eta: 5:29:17 time: 0.1242 data_time: 0.0050 loss: 1.9178 03/10 01:26:32 - mmengine - INFO - Epoch(train) [243][1400/2503] lr: 9.6376e-02 eta: 5:29:03 time: 0.1092 data_time: 0.0050 loss: 1.7317 03/10 01:26:46 - mmengine - INFO - Epoch(train) [243][1500/2503] lr: 9.6309e-02 eta: 5:28:49 time: 0.1210 data_time: 0.0056 loss: 1.7830 03/10 01:27:00 - mmengine - INFO - Epoch(train) [243][1600/2503] lr: 9.6242e-02 eta: 5:28:36 time: 0.1451 data_time: 0.0050 loss: 1.8239 03/10 01:27:14 - mmengine - INFO - Epoch(train) [243][1700/2503] lr: 9.6175e-02 eta: 5:28:22 time: 0.1050 data_time: 0.0055 loss: 1.5811 03/10 01:27:28 - mmengine - INFO - Epoch(train) [243][1800/2503] lr: 9.6108e-02 eta: 5:28:08 time: 0.1361 data_time: 0.0053 loss: 1.6512 03/10 01:27:42 - mmengine - INFO - Epoch(train) [243][1900/2503] lr: 9.6041e-02 eta: 5:27:55 time: 0.1198 data_time: 0.0051 loss: 1.8070 03/10 01:27:55 - mmengine - INFO - Epoch(train) [243][2000/2503] lr: 9.5974e-02 eta: 5:27:41 time: 0.1082 data_time: 0.0061 loss: 1.8513 03/10 01:28:09 - mmengine - INFO - Epoch(train) [243][2100/2503] lr: 9.5907e-02 eta: 5:27:27 time: 0.1208 data_time: 0.0054 loss: 1.8203 03/10 01:28:23 - mmengine - INFO - Epoch(train) [243][2200/2503] lr: 9.5840e-02 eta: 5:27:13 time: 0.1344 data_time: 0.0054 loss: 1.7830 03/10 01:28:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:28:37 - mmengine - INFO - Epoch(train) [243][2300/2503] lr: 9.5773e-02 eta: 5:26:59 time: 0.1226 data_time: 0.0049 loss: 1.8052 03/10 01:28:51 - mmengine - INFO - Epoch(train) [243][2400/2503] lr: 9.5706e-02 eta: 5:26:46 time: 0.1352 data_time: 0.0054 loss: 1.7365 03/10 01:29:05 - mmengine - INFO - Epoch(train) [243][2500/2503] lr: 9.5639e-02 eta: 5:26:32 time: 0.1165 data_time: 0.0056 loss: 1.8396 03/10 01:29:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:29:05 - mmengine - INFO - Saving checkpoint at 243 epochs 03/10 01:29:32 - mmengine - INFO - Epoch(val) [243][98/98] accuracy/top1: 62.4100 accuracy/top5: 84.1760 03/10 01:29:48 - mmengine - INFO - Epoch(train) [244][ 100/2503] lr: 9.5570e-02 eta: 5:26:18 time: 0.1466 data_time: 0.0049 loss: 1.6719 03/10 01:30:02 - mmengine - INFO - Epoch(train) [244][ 200/2503] lr: 9.5503e-02 eta: 5:26:04 time: 0.1325 data_time: 0.0051 loss: 1.7785 03/10 01:30:16 - mmengine - INFO - Epoch(train) [244][ 300/2503] lr: 9.5436e-02 eta: 5:25:51 time: 0.1386 data_time: 0.0052 loss: 1.8876 03/10 01:30:30 - mmengine - INFO - Epoch(train) [244][ 400/2503] lr: 9.5369e-02 eta: 5:25:37 time: 0.1159 data_time: 0.0050 loss: 1.9005 03/10 01:30:43 - mmengine - INFO - Epoch(train) [244][ 500/2503] lr: 9.5302e-02 eta: 5:25:23 time: 0.1197 data_time: 0.0050 loss: 1.7277 03/10 01:30:57 - mmengine - INFO - Epoch(train) [244][ 600/2503] lr: 9.5235e-02 eta: 5:25:09 time: 0.1449 data_time: 0.0055 loss: 1.8047 03/10 01:31:11 - mmengine - INFO - Epoch(train) [244][ 700/2503] lr: 9.5168e-02 eta: 5:24:55 time: 0.1632 data_time: 0.0054 loss: 1.7481 03/10 01:31:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:31:25 - mmengine - INFO - Epoch(train) [244][ 800/2503] lr: 9.5101e-02 eta: 5:24:42 time: 0.1100 data_time: 0.0057 loss: 1.7814 03/10 01:31:39 - mmengine - INFO - Epoch(train) [244][ 900/2503] lr: 9.5034e-02 eta: 5:24:28 time: 0.1711 data_time: 0.0229 loss: 1.7945 03/10 01:31:52 - mmengine - INFO - Epoch(train) [244][1000/2503] lr: 9.4967e-02 eta: 5:24:14 time: 0.1159 data_time: 0.0054 loss: 1.7591 03/10 01:32:06 - mmengine - INFO - Epoch(train) [244][1100/2503] lr: 9.4900e-02 eta: 5:24:00 time: 0.1628 data_time: 0.0047 loss: 1.7814 03/10 01:32:20 - mmengine - INFO - Epoch(train) [244][1200/2503] lr: 9.4833e-02 eta: 5:23:47 time: 0.1544 data_time: 0.0056 loss: 1.8692 03/10 01:32:33 - mmengine - INFO - Epoch(train) [244][1300/2503] lr: 9.4766e-02 eta: 5:23:33 time: 0.1396 data_time: 0.0051 loss: 1.9692 03/10 01:32:47 - mmengine - INFO - Epoch(train) [244][1400/2503] lr: 9.4698e-02 eta: 5:23:19 time: 0.1218 data_time: 0.0049 loss: 1.8018 03/10 01:33:01 - mmengine - INFO - Epoch(train) [244][1500/2503] lr: 9.4631e-02 eta: 5:23:05 time: 0.1640 data_time: 0.0050 loss: 1.8672 03/10 01:33:15 - mmengine - INFO - Epoch(train) [244][1600/2503] lr: 9.4564e-02 eta: 5:22:51 time: 0.1384 data_time: 0.0047 loss: 1.8341 03/10 01:33:29 - mmengine - INFO - Epoch(train) [244][1700/2503] lr: 9.4497e-02 eta: 5:22:38 time: 0.1448 data_time: 0.0051 loss: 1.7356 03/10 01:33:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:33:42 - mmengine - INFO - Epoch(train) [244][1800/2503] lr: 9.4430e-02 eta: 5:22:24 time: 0.1255 data_time: 0.0049 loss: 1.7585 03/10 01:33:56 - mmengine - INFO - Epoch(train) [244][1900/2503] lr: 9.4363e-02 eta: 5:22:10 time: 0.1027 data_time: 0.0057 loss: 1.8054 03/10 01:34:10 - mmengine - INFO - Epoch(train) [244][2000/2503] lr: 9.4296e-02 eta: 5:21:56 time: 0.1353 data_time: 0.0049 loss: 1.7752 03/10 01:34:24 - mmengine - INFO - Epoch(train) [244][2100/2503] lr: 9.4229e-02 eta: 5:21:43 time: 0.1277 data_time: 0.0052 loss: 1.7348 03/10 01:34:38 - mmengine - INFO - Epoch(train) [244][2200/2503] lr: 9.4162e-02 eta: 5:21:29 time: 0.1323 data_time: 0.0055 loss: 1.8924 03/10 01:34:51 - mmengine - INFO - Epoch(train) [244][2300/2503] lr: 9.4095e-02 eta: 5:21:15 time: 0.1374 data_time: 0.0048 loss: 1.7606 03/10 01:35:05 - mmengine - INFO - Epoch(train) [244][2400/2503] lr: 9.4028e-02 eta: 5:21:01 time: 0.1172 data_time: 0.0049 loss: 1.7751 03/10 01:35:19 - mmengine - INFO - Epoch(train) [244][2500/2503] lr: 9.3961e-02 eta: 5:20:47 time: 0.1260 data_time: 0.0065 loss: 1.8499 03/10 01:35:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:35:19 - mmengine - INFO - Saving checkpoint at 244 epochs 03/10 01:35:46 - mmengine - INFO - Epoch(val) [244][98/98] accuracy/top1: 62.4400 accuracy/top5: 84.5500 03/10 01:36:02 - mmengine - INFO - Epoch(train) [245][ 100/2503] lr: 9.3892e-02 eta: 5:20:33 time: 0.1510 data_time: 0.0053 loss: 1.6413 03/10 01:36:15 - mmengine - INFO - Epoch(train) [245][ 200/2503] lr: 9.3825e-02 eta: 5:20:20 time: 0.1107 data_time: 0.0056 loss: 1.8027 03/10 01:36:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:36:30 - mmengine - INFO - Epoch(train) [245][ 300/2503] lr: 9.3758e-02 eta: 5:20:06 time: 0.1310 data_time: 0.0057 loss: 1.9100 03/10 01:36:44 - mmengine - INFO - Epoch(train) [245][ 400/2503] lr: 9.3691e-02 eta: 5:19:52 time: 0.1620 data_time: 0.0052 loss: 1.6823 03/10 01:36:58 - mmengine - INFO - Epoch(train) [245][ 500/2503] lr: 9.3624e-02 eta: 5:19:39 time: 0.1028 data_time: 0.0057 loss: 1.7933 03/10 01:37:12 - mmengine - INFO - Epoch(train) [245][ 600/2503] lr: 9.3557e-02 eta: 5:19:25 time: 0.1412 data_time: 0.0050 loss: 1.7612 03/10 01:37:26 - mmengine - INFO - Epoch(train) [245][ 700/2503] lr: 9.3490e-02 eta: 5:19:11 time: 0.1698 data_time: 0.0047 loss: 1.7467 03/10 01:37:39 - mmengine - INFO - Epoch(train) [245][ 800/2503] lr: 9.3423e-02 eta: 5:18:57 time: 0.1315 data_time: 0.0053 loss: 1.8721 03/10 01:37:53 - mmengine - INFO - Epoch(train) [245][ 900/2503] lr: 9.3356e-02 eta: 5:18:43 time: 0.1208 data_time: 0.0055 loss: 1.9005 03/10 01:38:07 - mmengine - INFO - Epoch(train) [245][1000/2503] lr: 9.3289e-02 eta: 5:18:30 time: 0.1427 data_time: 0.0052 loss: 1.8371 03/10 01:38:21 - mmengine - INFO - Epoch(train) [245][1100/2503] lr: 9.3222e-02 eta: 5:18:16 time: 0.1209 data_time: 0.0167 loss: 1.7358 03/10 01:38:35 - mmengine - INFO - Epoch(train) [245][1200/2503] lr: 9.3155e-02 eta: 5:18:02 time: 0.1513 data_time: 0.0056 loss: 1.8685 03/10 01:38:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:38:48 - mmengine - INFO - Epoch(train) [245][1300/2503] lr: 9.3088e-02 eta: 5:17:48 time: 0.1270 data_time: 0.0054 loss: 1.7126 03/10 01:39:02 - mmengine - INFO - Epoch(train) [245][1400/2503] lr: 9.3021e-02 eta: 5:17:34 time: 0.1129 data_time: 0.0051 loss: 1.7296 03/10 01:39:16 - mmengine - INFO - Epoch(train) [245][1500/2503] lr: 9.2954e-02 eta: 5:17:21 time: 0.1419 data_time: 0.0052 loss: 1.8432 03/10 01:39:30 - mmengine - INFO - Epoch(train) [245][1600/2503] lr: 9.2887e-02 eta: 5:17:07 time: 0.1434 data_time: 0.0051 loss: 1.9623 03/10 01:39:44 - mmengine - INFO - Epoch(train) [245][1700/2503] lr: 9.2820e-02 eta: 5:16:53 time: 0.1516 data_time: 0.0053 loss: 1.8314 03/10 01:39:58 - mmengine - INFO - Epoch(train) [245][1800/2503] lr: 9.2753e-02 eta: 5:16:39 time: 0.1585 data_time: 0.0059 loss: 1.7200 03/10 01:40:11 - mmengine - INFO - Epoch(train) [245][1900/2503] lr: 9.2685e-02 eta: 5:16:26 time: 0.1611 data_time: 0.0140 loss: 1.8271 03/10 01:40:25 - mmengine - INFO - Epoch(train) [245][2000/2503] lr: 9.2618e-02 eta: 5:16:12 time: 0.1194 data_time: 0.0052 loss: 1.9005 03/10 01:40:39 - mmengine - INFO - Epoch(train) [245][2100/2503] lr: 9.2551e-02 eta: 5:15:58 time: 0.1430 data_time: 0.0051 loss: 1.8739 03/10 01:40:53 - mmengine - INFO - Epoch(train) [245][2200/2503] lr: 9.2484e-02 eta: 5:15:44 time: 0.1296 data_time: 0.0058 loss: 1.8341 03/10 01:41:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:41:07 - mmengine - INFO - Epoch(train) [245][2300/2503] lr: 9.2417e-02 eta: 5:15:31 time: 0.1171 data_time: 0.0055 loss: 1.9211 03/10 01:41:21 - mmengine - INFO - Epoch(train) [245][2400/2503] lr: 9.2350e-02 eta: 5:15:17 time: 0.1080 data_time: 0.0051 loss: 1.7966 03/10 01:41:34 - mmengine - INFO - Epoch(train) [245][2500/2503] lr: 9.2283e-02 eta: 5:15:03 time: 0.1127 data_time: 0.0070 loss: 1.7684 03/10 01:41:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:41:35 - mmengine - INFO - Saving checkpoint at 245 epochs 03/10 01:42:01 - mmengine - INFO - Epoch(val) [245][98/98] accuracy/top1: 62.5700 accuracy/top5: 84.5500 03/10 01:42:16 - mmengine - INFO - Epoch(train) [246][ 100/2503] lr: 9.2214e-02 eta: 5:14:49 time: 0.1354 data_time: 0.0054 loss: 1.6264 03/10 01:42:30 - mmengine - INFO - Epoch(train) [246][ 200/2503] lr: 9.2147e-02 eta: 5:14:35 time: 0.1156 data_time: 0.0054 loss: 1.7540 03/10 01:42:44 - mmengine - INFO - Epoch(train) [246][ 300/2503] lr: 9.2080e-02 eta: 5:14:22 time: 0.1374 data_time: 0.0048 loss: 1.7756 03/10 01:42:58 - mmengine - INFO - Epoch(train) [246][ 400/2503] lr: 9.2013e-02 eta: 5:14:08 time: 0.1251 data_time: 0.0051 loss: 1.6076 03/10 01:43:12 - mmengine - INFO - Epoch(train) [246][ 500/2503] lr: 9.1946e-02 eta: 5:13:54 time: 0.1425 data_time: 0.0052 loss: 1.7971 03/10 01:43:26 - mmengine - INFO - Epoch(train) [246][ 600/2503] lr: 9.1879e-02 eta: 5:13:40 time: 0.1365 data_time: 0.0063 loss: 1.6990 03/10 01:43:40 - mmengine - INFO - Epoch(train) [246][ 700/2503] lr: 9.1812e-02 eta: 5:13:27 time: 0.1314 data_time: 0.0050 loss: 1.7024 03/10 01:43:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:43:54 - mmengine - INFO - Epoch(train) [246][ 800/2503] lr: 9.1745e-02 eta: 5:13:13 time: 0.1353 data_time: 0.0055 loss: 1.9470 03/10 01:44:08 - mmengine - INFO - Epoch(train) [246][ 900/2503] lr: 9.1678e-02 eta: 5:12:59 time: 0.1275 data_time: 0.0055 loss: 1.7558 03/10 01:44:22 - mmengine - INFO - Epoch(train) [246][1000/2503] lr: 9.1611e-02 eta: 5:12:45 time: 0.1320 data_time: 0.0050 loss: 1.8501 03/10 01:44:35 - mmengine - INFO - Epoch(train) [246][1100/2503] lr: 9.1544e-02 eta: 5:12:31 time: 0.1188 data_time: 0.0053 loss: 1.7372 03/10 01:44:49 - mmengine - INFO - Epoch(train) [246][1200/2503] lr: 9.1477e-02 eta: 5:12:18 time: 0.1225 data_time: 0.0055 loss: 1.8338 03/10 01:45:03 - mmengine - INFO - Epoch(train) [246][1300/2503] lr: 9.1410e-02 eta: 5:12:04 time: 0.1092 data_time: 0.0052 loss: 1.8539 03/10 01:45:16 - mmengine - INFO - Epoch(train) [246][1400/2503] lr: 9.1343e-02 eta: 5:11:50 time: 0.1156 data_time: 0.0198 loss: 1.7871 03/10 01:45:30 - mmengine - INFO - Epoch(train) [246][1500/2503] lr: 9.1276e-02 eta: 5:11:36 time: 0.1324 data_time: 0.0055 loss: 1.7556 03/10 01:45:44 - mmengine - INFO - Epoch(train) [246][1600/2503] lr: 9.1209e-02 eta: 5:11:23 time: 0.1383 data_time: 0.0054 loss: 1.8283 03/10 01:45:58 - mmengine - INFO - Epoch(train) [246][1700/2503] lr: 9.1142e-02 eta: 5:11:09 time: 0.1236 data_time: 0.0052 loss: 1.6581 03/10 01:46:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:46:11 - mmengine - INFO - Epoch(train) [246][1800/2503] lr: 9.1075e-02 eta: 5:10:55 time: 0.1425 data_time: 0.0052 loss: 1.7311 03/10 01:46:25 - mmengine - INFO - Epoch(train) [246][1900/2503] lr: 9.1008e-02 eta: 5:10:41 time: 0.1256 data_time: 0.0050 loss: 1.6293 03/10 01:46:39 - mmengine - INFO - Epoch(train) [246][2000/2503] lr: 9.0941e-02 eta: 5:10:27 time: 0.1067 data_time: 0.0054 loss: 1.7747 03/10 01:46:53 - mmengine - INFO - Epoch(train) [246][2100/2503] lr: 9.0874e-02 eta: 5:10:14 time: 0.1634 data_time: 0.0046 loss: 1.7662 03/10 01:47:07 - mmengine - INFO - Epoch(train) [246][2200/2503] lr: 9.0807e-02 eta: 5:10:00 time: 0.1369 data_time: 0.0057 loss: 1.8543 03/10 01:47:21 - mmengine - INFO - Epoch(train) [246][2300/2503] lr: 9.0739e-02 eta: 5:09:46 time: 0.1265 data_time: 0.0048 loss: 1.7904 03/10 01:47:34 - mmengine - INFO - Epoch(train) [246][2400/2503] lr: 9.0672e-02 eta: 5:09:32 time: 0.1292 data_time: 0.0052 loss: 1.9138 03/10 01:47:48 - mmengine - INFO - Epoch(train) [246][2500/2503] lr: 9.0605e-02 eta: 5:09:19 time: 0.1235 data_time: 0.0070 loss: 1.7850 03/10 01:47:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:47:49 - mmengine - INFO - Saving checkpoint at 246 epochs 03/10 01:48:15 - mmengine - INFO - Epoch(val) [246][98/98] accuracy/top1: 62.8340 accuracy/top5: 84.7180 03/10 01:48:30 - mmengine - INFO - Epoch(train) [247][ 100/2503] lr: 9.0536e-02 eta: 5:09:05 time: 0.1263 data_time: 0.0051 loss: 1.7748 03/10 01:48:44 - mmengine - INFO - Epoch(train) [247][ 200/2503] lr: 9.0469e-02 eta: 5:08:51 time: 0.1348 data_time: 0.0050 loss: 1.7344 03/10 01:48:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:48:57 - mmengine - INFO - Epoch(train) [247][ 300/2503] lr: 9.0402e-02 eta: 5:08:37 time: 0.1356 data_time: 0.0049 loss: 1.6554 03/10 01:49:12 - mmengine - INFO - Epoch(train) [247][ 400/2503] lr: 9.0335e-02 eta: 5:08:24 time: 0.1795 data_time: 0.0055 loss: 1.6663 03/10 01:49:25 - mmengine - INFO - Epoch(train) [247][ 500/2503] lr: 9.0268e-02 eta: 5:08:10 time: 0.1603 data_time: 0.0052 loss: 1.8033 03/10 01:49:40 - mmengine - INFO - Epoch(train) [247][ 600/2503] lr: 9.0201e-02 eta: 5:07:56 time: 0.1271 data_time: 0.0056 loss: 1.8087 03/10 01:49:53 - mmengine - INFO - Epoch(train) [247][ 700/2503] lr: 9.0134e-02 eta: 5:07:42 time: 0.1187 data_time: 0.0052 loss: 1.9403 03/10 01:50:07 - mmengine - INFO - Epoch(train) [247][ 800/2503] lr: 9.0067e-02 eta: 5:07:28 time: 0.1385 data_time: 0.0055 loss: 1.7776 03/10 01:50:21 - mmengine - INFO - Epoch(train) [247][ 900/2503] lr: 9.0000e-02 eta: 5:07:15 time: 0.1421 data_time: 0.0058 loss: 1.7823 03/10 01:50:34 - mmengine - INFO - Epoch(train) [247][1000/2503] lr: 8.9933e-02 eta: 5:07:01 time: 0.1428 data_time: 0.0052 loss: 1.8027 03/10 01:50:49 - mmengine - INFO - Epoch(train) [247][1100/2503] lr: 8.9866e-02 eta: 5:06:47 time: 0.1688 data_time: 0.0057 loss: 1.6921 03/10 01:51:02 - mmengine - INFO - Epoch(train) [247][1200/2503] lr: 8.9799e-02 eta: 5:06:33 time: 0.1042 data_time: 0.0048 loss: 1.6862 03/10 01:51:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:51:16 - mmengine - INFO - Epoch(train) [247][1300/2503] lr: 8.9732e-02 eta: 5:06:20 time: 0.1254 data_time: 0.0052 loss: 1.8682 03/10 01:51:30 - mmengine - INFO - Epoch(train) [247][1400/2503] lr: 8.9665e-02 eta: 5:06:06 time: 0.1261 data_time: 0.0052 loss: 1.7094 03/10 01:51:43 - mmengine - INFO - Epoch(train) [247][1500/2503] lr: 8.9598e-02 eta: 5:05:52 time: 0.1151 data_time: 0.0048 loss: 1.7241 03/10 01:51:57 - mmengine - INFO - Epoch(train) [247][1600/2503] lr: 8.9531e-02 eta: 5:05:38 time: 0.1425 data_time: 0.0048 loss: 1.8115 03/10 01:52:11 - mmengine - INFO - Epoch(train) [247][1700/2503] lr: 8.9464e-02 eta: 5:05:24 time: 0.1325 data_time: 0.0094 loss: 1.6206 03/10 01:52:25 - mmengine - INFO - Epoch(train) [247][1800/2503] lr: 8.9397e-02 eta: 5:05:11 time: 0.1477 data_time: 0.0047 loss: 1.7138 03/10 01:52:39 - mmengine - INFO - Epoch(train) [247][1900/2503] lr: 8.9330e-02 eta: 5:04:57 time: 0.1298 data_time: 0.0048 loss: 1.8826 03/10 01:52:53 - mmengine - INFO - Epoch(train) [247][2000/2503] lr: 8.9263e-02 eta: 5:04:43 time: 0.1420 data_time: 0.0057 loss: 1.9824 03/10 01:53:07 - mmengine - INFO - Epoch(train) [247][2100/2503] lr: 8.9196e-02 eta: 5:04:30 time: 0.1336 data_time: 0.0057 loss: 1.7543 03/10 01:53:21 - mmengine - INFO - Epoch(train) [247][2200/2503] lr: 8.9129e-02 eta: 5:04:16 time: 0.1113 data_time: 0.0051 loss: 1.9158 03/10 01:53:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:53:35 - mmengine - INFO - Epoch(train) [247][2300/2503] lr: 8.9062e-02 eta: 5:04:02 time: 0.1188 data_time: 0.0226 loss: 1.7933 03/10 01:53:49 - mmengine - INFO - Epoch(train) [247][2400/2503] lr: 8.8995e-02 eta: 5:03:48 time: 0.1908 data_time: 0.0049 loss: 1.8566 03/10 01:54:03 - mmengine - INFO - Epoch(train) [247][2500/2503] lr: 8.8928e-02 eta: 5:03:35 time: 0.1208 data_time: 0.0060 loss: 1.7404 03/10 01:54:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:54:03 - mmengine - INFO - Saving checkpoint at 247 epochs 03/10 01:54:31 - mmengine - INFO - Epoch(val) [247][98/98] accuracy/top1: 62.5520 accuracy/top5: 84.6520 03/10 01:54:47 - mmengine - INFO - Epoch(train) [248][ 100/2503] lr: 8.8859e-02 eta: 5:03:21 time: 0.1068 data_time: 0.0069 loss: 1.7519 03/10 01:55:01 - mmengine - INFO - Epoch(train) [248][ 200/2503] lr: 8.8792e-02 eta: 5:03:07 time: 0.1548 data_time: 0.0061 loss: 1.6298 03/10 01:55:14 - mmengine - INFO - Epoch(train) [248][ 300/2503] lr: 8.8724e-02 eta: 5:02:53 time: 0.1692 data_time: 0.0053 loss: 1.7135 03/10 01:55:28 - mmengine - INFO - Epoch(train) [248][ 400/2503] lr: 8.8657e-02 eta: 5:02:39 time: 0.1346 data_time: 0.0048 loss: 1.7137 03/10 01:55:42 - mmengine - INFO - Epoch(train) [248][ 500/2503] lr: 8.8590e-02 eta: 5:02:26 time: 0.1333 data_time: 0.0054 loss: 1.6774 03/10 01:55:56 - mmengine - INFO - Epoch(train) [248][ 600/2503] lr: 8.8523e-02 eta: 5:02:12 time: 0.1386 data_time: 0.0247 loss: 1.6785 03/10 01:56:09 - mmengine - INFO - Epoch(train) [248][ 700/2503] lr: 8.8456e-02 eta: 5:01:58 time: 0.1191 data_time: 0.0047 loss: 1.7783 03/10 01:56:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:56:23 - mmengine - INFO - Epoch(train) [248][ 800/2503] lr: 8.8389e-02 eta: 5:01:44 time: 0.1440 data_time: 0.0051 loss: 1.7382 03/10 01:56:37 - mmengine - INFO - Epoch(train) [248][ 900/2503] lr: 8.8322e-02 eta: 5:01:30 time: 0.1425 data_time: 0.0053 loss: 1.6826 03/10 01:56:51 - mmengine - INFO - Epoch(train) [248][1000/2503] lr: 8.8255e-02 eta: 5:01:17 time: 0.1333 data_time: 0.0051 loss: 1.8246 03/10 01:57:04 - mmengine - INFO - Epoch(train) [248][1100/2503] lr: 8.8188e-02 eta: 5:01:03 time: 0.1330 data_time: 0.0056 loss: 1.7925 03/10 01:57:18 - mmengine - INFO - Epoch(train) [248][1200/2503] lr: 8.8121e-02 eta: 5:00:49 time: 0.1194 data_time: 0.0056 loss: 1.8408 03/10 01:57:32 - mmengine - INFO - Epoch(train) [248][1300/2503] lr: 8.8054e-02 eta: 5:00:35 time: 0.1546 data_time: 0.0049 loss: 1.8200 03/10 01:57:46 - mmengine - INFO - Epoch(train) [248][1400/2503] lr: 8.7987e-02 eta: 5:00:22 time: 0.1265 data_time: 0.0049 loss: 1.7020 03/10 01:58:00 - mmengine - INFO - Epoch(train) [248][1500/2503] lr: 8.7920e-02 eta: 5:00:08 time: 0.1384 data_time: 0.0051 loss: 1.6679 03/10 01:58:14 - mmengine - INFO - Epoch(train) [248][1600/2503] lr: 8.7853e-02 eta: 4:59:54 time: 0.1278 data_time: 0.0049 loss: 1.7728 03/10 01:58:28 - mmengine - INFO - Epoch(train) [248][1700/2503] lr: 8.7786e-02 eta: 4:59:40 time: 0.1440 data_time: 0.0064 loss: 1.7104 03/10 01:58:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 01:58:42 - mmengine - INFO - Epoch(train) [248][1800/2503] lr: 8.7719e-02 eta: 4:59:27 time: 0.1373 data_time: 0.0049 loss: 1.9793 03/10 01:58:56 - mmengine - INFO - Epoch(train) [248][1900/2503] lr: 8.7652e-02 eta: 4:59:13 time: 0.1495 data_time: 0.0055 loss: 1.8453 03/10 01:59:09 - mmengine - INFO - Epoch(train) [248][2000/2503] lr: 8.7585e-02 eta: 4:58:59 time: 0.1105 data_time: 0.0055 loss: 1.7733 03/10 01:59:23 - mmengine - INFO - Epoch(train) [248][2100/2503] lr: 8.7518e-02 eta: 4:58:45 time: 0.1242 data_time: 0.0054 loss: 1.8291 03/10 01:59:36 - mmengine - INFO - Epoch(train) [248][2200/2503] lr: 8.7451e-02 eta: 4:58:31 time: 0.1262 data_time: 0.0047 loss: 1.5604 03/10 01:59:50 - mmengine - INFO - Epoch(train) [248][2300/2503] lr: 8.7384e-02 eta: 4:58:18 time: 0.1285 data_time: 0.0047 loss: 1.8876 03/10 02:00:05 - mmengine - INFO - Epoch(train) [248][2400/2503] lr: 8.7317e-02 eta: 4:58:04 time: 0.1309 data_time: 0.0053 loss: 1.7227 03/10 02:00:19 - mmengine - INFO - Epoch(train) [248][2500/2503] lr: 8.7250e-02 eta: 4:57:50 time: 0.1557 data_time: 0.0063 loss: 1.8622 03/10 02:00:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:00:20 - mmengine - INFO - Saving checkpoint at 248 epochs 03/10 02:00:46 - mmengine - INFO - Epoch(val) [248][98/98] accuracy/top1: 62.4080 accuracy/top5: 84.4860 03/10 02:01:02 - mmengine - INFO - Epoch(train) [249][ 100/2503] lr: 8.7181e-02 eta: 4:57:36 time: 0.1055 data_time: 0.0063 loss: 1.7007 03/10 02:01:16 - mmengine - INFO - Epoch(train) [249][ 200/2503] lr: 8.7114e-02 eta: 4:57:23 time: 0.1265 data_time: 0.0060 loss: 1.7158 03/10 02:01:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:01:30 - mmengine - INFO - Epoch(train) [249][ 300/2503] lr: 8.7047e-02 eta: 4:57:09 time: 0.1365 data_time: 0.0056 loss: 1.7341 03/10 02:01:44 - mmengine - INFO - Epoch(train) [249][ 400/2503] lr: 8.6980e-02 eta: 4:56:55 time: 0.1155 data_time: 0.0057 loss: 1.7081 03/10 02:01:57 - mmengine - INFO - Epoch(train) [249][ 500/2503] lr: 8.6913e-02 eta: 4:56:41 time: 0.1494 data_time: 0.0066 loss: 1.6130 03/10 02:02:11 - mmengine - INFO - Epoch(train) [249][ 600/2503] lr: 8.6846e-02 eta: 4:56:28 time: 0.1403 data_time: 0.0058 loss: 1.6904 03/10 02:02:25 - mmengine - INFO - Epoch(train) [249][ 700/2503] lr: 8.6779e-02 eta: 4:56:14 time: 0.1325 data_time: 0.0057 loss: 1.8777 03/10 02:02:38 - mmengine - INFO - Epoch(train) [249][ 800/2503] lr: 8.6711e-02 eta: 4:56:00 time: 0.1225 data_time: 0.0051 loss: 1.7349 03/10 02:02:52 - mmengine - INFO - Epoch(train) [249][ 900/2503] lr: 8.6644e-02 eta: 4:55:46 time: 0.1184 data_time: 0.0056 loss: 1.7800 03/10 02:03:07 - mmengine - INFO - Epoch(train) [249][1000/2503] lr: 8.6577e-02 eta: 4:55:33 time: 0.1656 data_time: 0.0050 loss: 1.8685 03/10 02:03:20 - mmengine - INFO - Epoch(train) [249][1100/2503] lr: 8.6510e-02 eta: 4:55:19 time: 0.1561 data_time: 0.0049 loss: 1.8810 03/10 02:03:34 - mmengine - INFO - Epoch(train) [249][1200/2503] lr: 8.6443e-02 eta: 4:55:05 time: 0.1369 data_time: 0.0063 loss: 1.7767 03/10 02:03:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:03:48 - mmengine - INFO - Epoch(train) [249][1300/2503] lr: 8.6376e-02 eta: 4:54:51 time: 0.1389 data_time: 0.0056 loss: 1.6499 03/10 02:04:02 - mmengine - INFO - Epoch(train) [249][1400/2503] lr: 8.6309e-02 eta: 4:54:38 time: 0.1267 data_time: 0.0044 loss: 1.7813 03/10 02:04:15 - mmengine - INFO - Epoch(train) [249][1500/2503] lr: 8.6242e-02 eta: 4:54:24 time: 0.1414 data_time: 0.0051 loss: 1.6820 03/10 02:04:30 - mmengine - INFO - Epoch(train) [249][1600/2503] lr: 8.6175e-02 eta: 4:54:10 time: 0.1609 data_time: 0.0048 loss: 1.7988 03/10 02:04:43 - mmengine - INFO - Epoch(train) [249][1700/2503] lr: 8.6108e-02 eta: 4:53:56 time: 0.1458 data_time: 0.0278 loss: 1.8561 03/10 02:04:57 - mmengine - INFO - Epoch(train) [249][1800/2503] lr: 8.6041e-02 eta: 4:53:43 time: 0.1263 data_time: 0.0054 loss: 1.8071 03/10 02:05:11 - mmengine - INFO - Epoch(train) [249][1900/2503] lr: 8.5974e-02 eta: 4:53:29 time: 0.1419 data_time: 0.0057 loss: 1.6471 03/10 02:05:25 - mmengine - INFO - Epoch(train) [249][2000/2503] lr: 8.5907e-02 eta: 4:53:15 time: 0.1509 data_time: 0.0051 loss: 1.7301 03/10 02:05:38 - mmengine - INFO - Epoch(train) [249][2100/2503] lr: 8.5840e-02 eta: 4:53:01 time: 0.1391 data_time: 0.0056 loss: 1.7707 03/10 02:05:52 - mmengine - INFO - Epoch(train) [249][2200/2503] lr: 8.5773e-02 eta: 4:52:47 time: 0.1423 data_time: 0.0048 loss: 1.6427 03/10 02:06:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:06:06 - mmengine - INFO - Epoch(train) [249][2300/2503] lr: 8.5706e-02 eta: 4:52:34 time: 0.1143 data_time: 0.0053 loss: 1.8469 03/10 02:06:20 - mmengine - INFO - Epoch(train) [249][2400/2503] lr: 8.5639e-02 eta: 4:52:20 time: 0.1472 data_time: 0.0053 loss: 1.9310 03/10 02:06:34 - mmengine - INFO - Epoch(train) [249][2500/2503] lr: 8.5572e-02 eta: 4:52:06 time: 0.1209 data_time: 0.0056 loss: 1.7661 03/10 02:06:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:06:35 - mmengine - INFO - Saving checkpoint at 249 epochs 03/10 02:07:02 - mmengine - INFO - Epoch(val) [249][98/98] accuracy/top1: 63.2400 accuracy/top5: 84.9000 03/10 02:07:17 - mmengine - INFO - Epoch(train) [250][ 100/2503] lr: 8.5503e-02 eta: 4:51:52 time: 0.1123 data_time: 0.0053 loss: 1.7330 03/10 02:07:31 - mmengine - INFO - Epoch(train) [250][ 200/2503] lr: 8.5436e-02 eta: 4:51:39 time: 0.1236 data_time: 0.0058 loss: 1.8470 03/10 02:07:45 - mmengine - INFO - Epoch(train) [250][ 300/2503] lr: 8.5369e-02 eta: 4:51:25 time: 0.1267 data_time: 0.0050 loss: 1.5921 03/10 02:07:59 - mmengine - INFO - Epoch(train) [250][ 400/2503] lr: 8.5302e-02 eta: 4:51:11 time: 0.1476 data_time: 0.0052 loss: 1.7758 03/10 02:08:13 - mmengine - INFO - Epoch(train) [250][ 500/2503] lr: 8.5235e-02 eta: 4:50:57 time: 0.1235 data_time: 0.0054 loss: 1.6096 03/10 02:08:27 - mmengine - INFO - Epoch(train) [250][ 600/2503] lr: 8.5168e-02 eta: 4:50:44 time: 0.1437 data_time: 0.0057 loss: 1.7483 03/10 02:08:41 - mmengine - INFO - Epoch(train) [250][ 700/2503] lr: 8.5101e-02 eta: 4:50:30 time: 0.1388 data_time: 0.0426 loss: 1.7097 03/10 02:08:48 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:08:55 - mmengine - INFO - Epoch(train) [250][ 800/2503] lr: 8.5034e-02 eta: 4:50:16 time: 0.1709 data_time: 0.0052 loss: 1.7941 03/10 02:09:09 - mmengine - INFO - Epoch(train) [250][ 900/2503] lr: 8.4967e-02 eta: 4:50:02 time: 0.1388 data_time: 0.0050 loss: 1.8545 03/10 02:09:22 - mmengine - INFO - Epoch(train) [250][1000/2503] lr: 8.4900e-02 eta: 4:49:49 time: 0.1124 data_time: 0.0054 loss: 1.7319 03/10 02:09:37 - mmengine - INFO - Epoch(train) [250][1100/2503] lr: 8.4833e-02 eta: 4:49:35 time: 0.1093 data_time: 0.0048 loss: 1.7977 03/10 02:09:50 - mmengine - INFO - Epoch(train) [250][1200/2503] lr: 8.4765e-02 eta: 4:49:21 time: 0.1345 data_time: 0.0055 loss: 1.7186 03/10 02:10:04 - mmengine - INFO - Epoch(train) [250][1300/2503] lr: 8.4698e-02 eta: 4:49:07 time: 0.1116 data_time: 0.0058 loss: 1.8011 03/10 02:10:18 - mmengine - INFO - Epoch(train) [250][1400/2503] lr: 8.4631e-02 eta: 4:48:54 time: 0.1688 data_time: 0.0055 loss: 1.8758 03/10 02:10:32 - mmengine - INFO - Epoch(train) [250][1500/2503] lr: 8.4564e-02 eta: 4:48:40 time: 0.1477 data_time: 0.0055 loss: 1.7735 03/10 02:10:45 - mmengine - INFO - Epoch(train) [250][1600/2503] lr: 8.4497e-02 eta: 4:48:26 time: 0.1451 data_time: 0.0057 loss: 1.7990 03/10 02:10:59 - mmengine - INFO - Epoch(train) [250][1700/2503] lr: 8.4430e-02 eta: 4:48:12 time: 0.1124 data_time: 0.0057 loss: 1.7766 03/10 02:11:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:11:14 - mmengine - INFO - Epoch(train) [250][1800/2503] lr: 8.4363e-02 eta: 4:47:59 time: 0.1567 data_time: 0.0065 loss: 1.7748 03/10 02:11:27 - mmengine - INFO - Epoch(train) [250][1900/2503] lr: 8.4296e-02 eta: 4:47:45 time: 0.1121 data_time: 0.0058 loss: 1.7687 03/10 02:11:41 - mmengine - INFO - Epoch(train) [250][2000/2503] lr: 8.4229e-02 eta: 4:47:31 time: 0.1134 data_time: 0.0056 loss: 1.9084 03/10 02:11:55 - mmengine - INFO - Epoch(train) [250][2100/2503] lr: 8.4162e-02 eta: 4:47:17 time: 0.1230 data_time: 0.0052 loss: 1.9828 03/10 02:12:09 - mmengine - INFO - Epoch(train) [250][2200/2503] lr: 8.4095e-02 eta: 4:47:04 time: 0.1194 data_time: 0.0054 loss: 1.8136 03/10 02:12:23 - mmengine - INFO - Epoch(train) [250][2300/2503] lr: 8.4028e-02 eta: 4:46:50 time: 0.1399 data_time: 0.0055 loss: 1.7436 03/10 02:12:37 - mmengine - INFO - Epoch(train) [250][2400/2503] lr: 8.3961e-02 eta: 4:46:36 time: 0.1257 data_time: 0.0053 loss: 1.7797 03/10 02:12:51 - mmengine - INFO - Epoch(train) [250][2500/2503] lr: 8.3894e-02 eta: 4:46:22 time: 0.1120 data_time: 0.0072 loss: 1.8669 03/10 02:12:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:12:51 - mmengine - INFO - Saving checkpoint at 250 epochs 03/10 02:13:18 - mmengine - INFO - Epoch(val) [250][98/98] accuracy/top1: 63.0460 accuracy/top5: 84.9340 03/10 02:13:33 - mmengine - INFO - Epoch(train) [251][ 100/2503] lr: 8.3825e-02 eta: 4:46:08 time: 0.1397 data_time: 0.0406 loss: 1.6127 03/10 02:13:47 - mmengine - INFO - Epoch(train) [251][ 200/2503] lr: 8.3758e-02 eta: 4:45:55 time: 0.1392 data_time: 0.0182 loss: 1.6521 03/10 02:13:54 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:14:01 - mmengine - INFO - Epoch(train) [251][ 300/2503] lr: 8.3691e-02 eta: 4:45:41 time: 0.1198 data_time: 0.0058 loss: 1.5998 03/10 02:14:15 - mmengine - INFO - Epoch(train) [251][ 400/2503] lr: 8.3624e-02 eta: 4:45:27 time: 0.1516 data_time: 0.0053 loss: 1.6629 03/10 02:14:29 - mmengine - INFO - Epoch(train) [251][ 500/2503] lr: 8.3557e-02 eta: 4:45:13 time: 0.1184 data_time: 0.0049 loss: 1.6525 03/10 02:14:43 - mmengine - INFO - Epoch(train) [251][ 600/2503] lr: 8.3490e-02 eta: 4:44:59 time: 0.1205 data_time: 0.0153 loss: 1.7155 03/10 02:14:56 - mmengine - INFO - Epoch(train) [251][ 700/2503] lr: 8.3423e-02 eta: 4:44:46 time: 0.1332 data_time: 0.0054 loss: 1.7500 03/10 02:15:10 - mmengine - INFO - Epoch(train) [251][ 800/2503] lr: 8.3356e-02 eta: 4:44:32 time: 0.1151 data_time: 0.0063 loss: 1.7994 03/10 02:15:24 - mmengine - INFO - Epoch(train) [251][ 900/2503] lr: 8.3289e-02 eta: 4:44:18 time: 0.1375 data_time: 0.0082 loss: 1.7105 03/10 02:15:37 - mmengine - INFO - Epoch(train) [251][1000/2503] lr: 8.3222e-02 eta: 4:44:04 time: 0.1126 data_time: 0.0065 loss: 1.6834 03/10 02:15:51 - mmengine - INFO - Epoch(train) [251][1100/2503] lr: 8.3155e-02 eta: 4:43:51 time: 0.1334 data_time: 0.0061 loss: 1.6427 03/10 02:16:05 - mmengine - INFO - Epoch(train) [251][1200/2503] lr: 8.3088e-02 eta: 4:43:37 time: 0.1202 data_time: 0.0049 loss: 1.7315 03/10 02:16:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:16:19 - mmengine - INFO - Epoch(train) [251][1300/2503] lr: 8.3021e-02 eta: 4:43:23 time: 0.1111 data_time: 0.0053 loss: 1.7448 03/10 02:16:33 - mmengine - INFO - Epoch(train) [251][1400/2503] lr: 8.2954e-02 eta: 4:43:09 time: 0.1414 data_time: 0.0047 loss: 1.6763 03/10 02:16:47 - mmengine - INFO - Epoch(train) [251][1500/2503] lr: 8.2887e-02 eta: 4:42:56 time: 0.1423 data_time: 0.0080 loss: 1.7208 03/10 02:17:01 - mmengine - INFO - Epoch(train) [251][1600/2503] lr: 8.2820e-02 eta: 4:42:42 time: 0.1352 data_time: 0.0058 loss: 1.8244 03/10 02:17:14 - mmengine - INFO - Epoch(train) [251][1700/2503] lr: 8.2752e-02 eta: 4:42:28 time: 0.1132 data_time: 0.0063 loss: 1.7478 03/10 02:17:28 - mmengine - INFO - Epoch(train) [251][1800/2503] lr: 8.2685e-02 eta: 4:42:14 time: 0.1220 data_time: 0.0056 loss: 1.7185 03/10 02:17:42 - mmengine - INFO - Epoch(train) [251][1900/2503] lr: 8.2618e-02 eta: 4:42:00 time: 0.1428 data_time: 0.0053 loss: 1.8224 03/10 02:17:56 - mmengine - INFO - Epoch(train) [251][2000/2503] lr: 8.2551e-02 eta: 4:41:47 time: 0.1511 data_time: 0.0053 loss: 1.6588 03/10 02:18:10 - mmengine - INFO - Epoch(train) [251][2100/2503] lr: 8.2484e-02 eta: 4:41:33 time: 0.1073 data_time: 0.0054 loss: 1.8727 03/10 02:18:24 - mmengine - INFO - Epoch(train) [251][2200/2503] lr: 8.2417e-02 eta: 4:41:19 time: 0.1377 data_time: 0.0054 loss: 1.7861 03/10 02:18:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:18:37 - mmengine - INFO - Epoch(train) [251][2300/2503] lr: 8.2350e-02 eta: 4:41:05 time: 0.1318 data_time: 0.0055 loss: 1.8486 03/10 02:18:51 - mmengine - INFO - Epoch(train) [251][2400/2503] lr: 8.2283e-02 eta: 4:40:52 time: 0.1413 data_time: 0.0049 loss: 1.8247 03/10 02:19:05 - mmengine - INFO - Epoch(train) [251][2500/2503] lr: 8.2216e-02 eta: 4:40:38 time: 0.1239 data_time: 0.0063 loss: 1.6702 03/10 02:19:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:19:05 - mmengine - INFO - Saving checkpoint at 251 epochs 03/10 02:19:32 - mmengine - INFO - Epoch(val) [251][98/98] accuracy/top1: 59.7260 accuracy/top5: 82.4400 03/10 02:19:48 - mmengine - INFO - Epoch(train) [252][ 100/2503] lr: 8.2147e-02 eta: 4:40:24 time: 0.1734 data_time: 0.0054 loss: 1.7896 03/10 02:20:01 - mmengine - INFO - Epoch(train) [252][ 200/2503] lr: 8.2080e-02 eta: 4:40:10 time: 0.1091 data_time: 0.0056 loss: 1.6797 03/10 02:20:16 - mmengine - INFO - Epoch(train) [252][ 300/2503] lr: 8.2013e-02 eta: 4:39:56 time: 0.1682 data_time: 0.0050 loss: 1.7675 03/10 02:20:29 - mmengine - INFO - Epoch(train) [252][ 400/2503] lr: 8.1946e-02 eta: 4:39:43 time: 0.1400 data_time: 0.0439 loss: 1.6511 03/10 02:20:43 - mmengine - INFO - Epoch(train) [252][ 500/2503] lr: 8.1879e-02 eta: 4:39:29 time: 0.1269 data_time: 0.0056 loss: 1.6923 03/10 02:20:57 - mmengine - INFO - Epoch(train) [252][ 600/2503] lr: 8.1812e-02 eta: 4:39:15 time: 0.1592 data_time: 0.0292 loss: 1.7240 03/10 02:21:11 - mmengine - INFO - Epoch(train) [252][ 700/2503] lr: 8.1745e-02 eta: 4:39:01 time: 0.1368 data_time: 0.0052 loss: 1.7289 03/10 02:21:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:21:25 - mmengine - INFO - Epoch(train) [252][ 800/2503] lr: 8.1678e-02 eta: 4:38:48 time: 0.1028 data_time: 0.0061 loss: 1.8877 03/10 02:21:38 - mmengine - INFO - Epoch(train) [252][ 900/2503] lr: 8.1611e-02 eta: 4:38:34 time: 0.1204 data_time: 0.0056 loss: 1.4900 03/10 02:21:53 - mmengine - INFO - Epoch(train) [252][1000/2503] lr: 8.1544e-02 eta: 4:38:20 time: 0.1589 data_time: 0.0396 loss: 1.9255 03/10 02:22:07 - mmengine - INFO - Epoch(train) [252][1100/2503] lr: 8.1477e-02 eta: 4:38:06 time: 0.1304 data_time: 0.0135 loss: 1.8419 03/10 02:22:21 - mmengine - INFO - Epoch(train) [252][1200/2503] lr: 8.1410e-02 eta: 4:37:53 time: 0.1073 data_time: 0.0057 loss: 1.7707 03/10 02:22:34 - mmengine - INFO - Epoch(train) [252][1300/2503] lr: 8.1343e-02 eta: 4:37:39 time: 0.1133 data_time: 0.0051 loss: 1.6947 03/10 02:22:48 - mmengine - INFO - Epoch(train) [252][1400/2503] lr: 8.1276e-02 eta: 4:37:25 time: 0.1648 data_time: 0.0058 loss: 1.7406 03/10 02:23:02 - mmengine - INFO - Epoch(train) [252][1500/2503] lr: 8.1209e-02 eta: 4:37:11 time: 0.1085 data_time: 0.0058 loss: 1.7039 03/10 02:23:16 - mmengine - INFO - Epoch(train) [252][1600/2503] lr: 8.1142e-02 eta: 4:36:58 time: 0.1378 data_time: 0.0053 loss: 1.7502 03/10 02:23:30 - mmengine - INFO - Epoch(train) [252][1700/2503] lr: 8.1075e-02 eta: 4:36:44 time: 0.1202 data_time: 0.0050 loss: 1.8720 03/10 02:23:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:23:44 - mmengine - INFO - Epoch(train) [252][1800/2503] lr: 8.1008e-02 eta: 4:36:30 time: 0.1405 data_time: 0.0056 loss: 1.8506 03/10 02:23:58 - mmengine - INFO - Epoch(train) [252][1900/2503] lr: 8.0941e-02 eta: 4:36:16 time: 0.1260 data_time: 0.0054 loss: 1.8359 03/10 02:24:11 - mmengine - INFO - Epoch(train) [252][2000/2503] lr: 8.0874e-02 eta: 4:36:03 time: 0.1257 data_time: 0.0056 loss: 1.7702 03/10 02:24:25 - mmengine - INFO - Epoch(train) [252][2100/2503] lr: 8.0807e-02 eta: 4:35:49 time: 0.1411 data_time: 0.0053 loss: 1.7717 03/10 02:24:39 - mmengine - INFO - Epoch(train) [252][2200/2503] lr: 8.0739e-02 eta: 4:35:35 time: 0.1120 data_time: 0.0061 loss: 1.7156 03/10 02:24:53 - mmengine - INFO - Epoch(train) [252][2300/2503] lr: 8.0672e-02 eta: 4:35:21 time: 0.1411 data_time: 0.0051 loss: 1.8012 03/10 02:25:07 - mmengine - INFO - Epoch(train) [252][2400/2503] lr: 8.0605e-02 eta: 4:35:08 time: 0.1485 data_time: 0.0050 loss: 1.7507 03/10 02:25:20 - mmengine - INFO - Epoch(train) [252][2500/2503] lr: 8.0538e-02 eta: 4:34:54 time: 0.1214 data_time: 0.0066 loss: 1.7598 03/10 02:25:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:25:21 - mmengine - INFO - Saving checkpoint at 252 epochs 03/10 02:25:48 - mmengine - INFO - Epoch(val) [252][98/98] accuracy/top1: 63.2560 accuracy/top5: 84.9760 03/10 02:26:04 - mmengine - INFO - Epoch(train) [253][ 100/2503] lr: 8.0469e-02 eta: 4:34:40 time: 0.1457 data_time: 0.0063 loss: 1.6288 03/10 02:26:18 - mmengine - INFO - Epoch(train) [253][ 200/2503] lr: 8.0402e-02 eta: 4:34:26 time: 0.1282 data_time: 0.0055 loss: 1.6770 03/10 02:26:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:26:32 - mmengine - INFO - Epoch(train) [253][ 300/2503] lr: 8.0335e-02 eta: 4:34:12 time: 0.1230 data_time: 0.0052 loss: 1.6694 03/10 02:26:45 - mmengine - INFO - Epoch(train) [253][ 400/2503] lr: 8.0268e-02 eta: 4:33:59 time: 0.1323 data_time: 0.0061 loss: 1.6747 03/10 02:26:59 - mmengine - INFO - Epoch(train) [253][ 500/2503] lr: 8.0201e-02 eta: 4:33:45 time: 0.1237 data_time: 0.0061 loss: 1.8365 03/10 02:27:14 - mmengine - INFO - Epoch(train) [253][ 600/2503] lr: 8.0134e-02 eta: 4:33:31 time: 0.1509 data_time: 0.0050 loss: 1.8060 03/10 02:27:27 - mmengine - INFO - Epoch(train) [253][ 700/2503] lr: 8.0067e-02 eta: 4:33:17 time: 0.1254 data_time: 0.0052 loss: 1.7778 03/10 02:27:41 - mmengine - INFO - Epoch(train) [253][ 800/2503] lr: 8.0000e-02 eta: 4:33:04 time: 0.1301 data_time: 0.0055 loss: 1.8501 03/10 02:27:54 - mmengine - INFO - Epoch(train) [253][ 900/2503] lr: 7.9933e-02 eta: 4:32:50 time: 0.1116 data_time: 0.0051 loss: 1.7329 03/10 02:28:08 - mmengine - INFO - Epoch(train) [253][1000/2503] lr: 7.9866e-02 eta: 4:32:36 time: 0.1188 data_time: 0.0053 loss: 1.8049 03/10 02:28:22 - mmengine - INFO - Epoch(train) [253][1100/2503] lr: 7.9799e-02 eta: 4:32:22 time: 0.1251 data_time: 0.0231 loss: 1.6345 03/10 02:28:36 - mmengine - INFO - Epoch(train) [253][1200/2503] lr: 7.9732e-02 eta: 4:32:08 time: 0.1230 data_time: 0.0062 loss: 1.8303 03/10 02:28:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:28:50 - mmengine - INFO - Epoch(train) [253][1300/2503] lr: 7.9665e-02 eta: 4:31:55 time: 0.1414 data_time: 0.0059 loss: 1.7040 03/10 02:29:04 - mmengine - INFO - Epoch(train) [253][1400/2503] lr: 7.9598e-02 eta: 4:31:41 time: 0.1643 data_time: 0.0053 loss: 1.7113 03/10 02:29:18 - mmengine - INFO - Epoch(train) [253][1500/2503] lr: 7.9531e-02 eta: 4:31:27 time: 0.1076 data_time: 0.0060 loss: 1.6446 03/10 02:29:32 - mmengine - INFO - Epoch(train) [253][1600/2503] lr: 7.9464e-02 eta: 4:31:14 time: 0.1352 data_time: 0.0056 loss: 1.6881 03/10 02:29:45 - mmengine - INFO - Epoch(train) [253][1700/2503] lr: 7.9397e-02 eta: 4:31:00 time: 0.1085 data_time: 0.0054 loss: 1.8238 03/10 02:29:59 - mmengine - INFO - Epoch(train) [253][1800/2503] lr: 7.9330e-02 eta: 4:30:46 time: 0.1333 data_time: 0.0055 loss: 1.7748 03/10 02:30:13 - mmengine - INFO - Epoch(train) [253][1900/2503] lr: 7.9263e-02 eta: 4:30:32 time: 0.1298 data_time: 0.0058 loss: 1.8146 03/10 02:30:27 - mmengine - INFO - Epoch(train) [253][2000/2503] lr: 7.9196e-02 eta: 4:30:18 time: 0.1109 data_time: 0.0054 loss: 1.7833 03/10 02:30:41 - mmengine - INFO - Epoch(train) [253][2100/2503] lr: 7.9129e-02 eta: 4:30:05 time: 0.1286 data_time: 0.0053 loss: 1.6269 03/10 02:30:55 - mmengine - INFO - Epoch(train) [253][2200/2503] lr: 7.9062e-02 eta: 4:29:51 time: 0.1385 data_time: 0.0051 loss: 1.7427 03/10 02:31:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:31:09 - mmengine - INFO - Epoch(train) [253][2300/2503] lr: 7.8995e-02 eta: 4:29:37 time: 0.1097 data_time: 0.0088 loss: 1.7143 03/10 02:31:23 - mmengine - INFO - Epoch(train) [253][2400/2503] lr: 7.8928e-02 eta: 4:29:24 time: 0.1270 data_time: 0.0058 loss: 1.7819 03/10 02:31:37 - mmengine - INFO - Epoch(train) [253][2500/2503] lr: 7.8861e-02 eta: 4:29:10 time: 0.1507 data_time: 0.0069 loss: 1.7629 03/10 02:31:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:31:37 - mmengine - INFO - Saving checkpoint at 253 epochs 03/10 02:32:05 - mmengine - INFO - Epoch(val) [253][98/98] accuracy/top1: 63.4780 accuracy/top5: 85.1440 03/10 02:32:20 - mmengine - INFO - Epoch(train) [254][ 100/2503] lr: 7.8791e-02 eta: 4:28:56 time: 0.1142 data_time: 0.0057 loss: 1.5592 03/10 02:32:34 - mmengine - INFO - Epoch(train) [254][ 200/2503] lr: 7.8724e-02 eta: 4:28:42 time: 0.1209 data_time: 0.0054 loss: 1.6967 03/10 02:32:48 - mmengine - INFO - Epoch(train) [254][ 300/2503] lr: 7.8657e-02 eta: 4:28:28 time: 0.1402 data_time: 0.0051 loss: 1.9915 03/10 02:33:02 - mmengine - INFO - Epoch(train) [254][ 400/2503] lr: 7.8590e-02 eta: 4:28:15 time: 0.1658 data_time: 0.0048 loss: 1.8786 03/10 02:33:16 - mmengine - INFO - Epoch(train) [254][ 500/2503] lr: 7.8523e-02 eta: 4:28:01 time: 0.1508 data_time: 0.0057 loss: 1.5704 03/10 02:33:29 - mmengine - INFO - Epoch(train) [254][ 600/2503] lr: 7.8456e-02 eta: 4:27:47 time: 0.1043 data_time: 0.0051 loss: 1.7067 03/10 02:33:43 - mmengine - INFO - Epoch(train) [254][ 700/2503] lr: 7.8389e-02 eta: 4:27:33 time: 0.1101 data_time: 0.0050 loss: 1.7075 03/10 02:33:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:33:57 - mmengine - INFO - Epoch(train) [254][ 800/2503] lr: 7.8322e-02 eta: 4:27:20 time: 0.1471 data_time: 0.0050 loss: 1.6884 03/10 02:34:10 - mmengine - INFO - Epoch(train) [254][ 900/2503] lr: 7.8255e-02 eta: 4:27:06 time: 0.1172 data_time: 0.0049 loss: 1.9654 03/10 02:34:24 - mmengine - INFO - Epoch(train) [254][1000/2503] lr: 7.8188e-02 eta: 4:26:52 time: 0.1435 data_time: 0.0053 loss: 1.6256 03/10 02:34:38 - mmengine - INFO - Epoch(train) [254][1100/2503] lr: 7.8121e-02 eta: 4:26:38 time: 0.1072 data_time: 0.0050 loss: 1.6962 03/10 02:34:52 - mmengine - INFO - Epoch(train) [254][1200/2503] lr: 7.8054e-02 eta: 4:26:24 time: 0.1390 data_time: 0.0055 loss: 1.6062 03/10 02:35:06 - mmengine - INFO - Epoch(train) [254][1300/2503] lr: 7.7987e-02 eta: 4:26:11 time: 0.1365 data_time: 0.0052 loss: 1.9609 03/10 02:35:20 - mmengine - INFO - Epoch(train) [254][1400/2503] lr: 7.7920e-02 eta: 4:25:57 time: 0.1414 data_time: 0.0156 loss: 1.7392 03/10 02:35:33 - mmengine - INFO - Epoch(train) [254][1500/2503] lr: 7.7853e-02 eta: 4:25:43 time: 0.1073 data_time: 0.0056 loss: 1.6947 03/10 02:35:47 - mmengine - INFO - Epoch(train) [254][1600/2503] lr: 7.7786e-02 eta: 4:25:29 time: 0.1118 data_time: 0.0060 loss: 1.7242 03/10 02:36:01 - mmengine - INFO - Epoch(train) [254][1700/2503] lr: 7.7719e-02 eta: 4:25:16 time: 0.1199 data_time: 0.0053 loss: 1.7594 03/10 02:36:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:36:15 - mmengine - INFO - Epoch(train) [254][1800/2503] lr: 7.7652e-02 eta: 4:25:02 time: 0.1214 data_time: 0.0056 loss: 1.7549 03/10 02:36:29 - mmengine - INFO - Epoch(train) [254][1900/2503] lr: 7.7585e-02 eta: 4:24:48 time: 0.1267 data_time: 0.0057 loss: 1.8019 03/10 02:36:43 - mmengine - INFO - Epoch(train) [254][2000/2503] lr: 7.7518e-02 eta: 4:24:34 time: 0.1627 data_time: 0.0049 loss: 1.8851 03/10 02:36:56 - mmengine - INFO - Epoch(train) [254][2100/2503] lr: 7.7451e-02 eta: 4:24:21 time: 0.1346 data_time: 0.0048 loss: 1.7109 03/10 02:37:11 - mmengine - INFO - Epoch(train) [254][2200/2503] lr: 7.7384e-02 eta: 4:24:07 time: 0.1393 data_time: 0.0051 loss: 1.7253 03/10 02:37:25 - mmengine - INFO - Epoch(train) [254][2300/2503] lr: 7.7317e-02 eta: 4:23:53 time: 0.1721 data_time: 0.0056 loss: 1.7823 03/10 02:37:38 - mmengine - INFO - Epoch(train) [254][2400/2503] lr: 7.7250e-02 eta: 4:23:39 time: 0.1399 data_time: 0.0128 loss: 1.8063 03/10 02:37:52 - mmengine - INFO - Epoch(train) [254][2500/2503] lr: 7.7183e-02 eta: 4:23:26 time: 0.1312 data_time: 0.0066 loss: 1.8109 03/10 02:37:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:37:53 - mmengine - INFO - Saving checkpoint at 254 epochs 03/10 02:38:20 - mmengine - INFO - Epoch(val) [254][98/98] accuracy/top1: 63.0280 accuracy/top5: 84.9440 03/10 02:38:36 - mmengine - INFO - Epoch(train) [255][ 100/2503] lr: 7.7114e-02 eta: 4:23:12 time: 0.1151 data_time: 0.0050 loss: 1.6258 03/10 02:38:50 - mmengine - INFO - Epoch(train) [255][ 200/2503] lr: 7.7047e-02 eta: 4:22:58 time: 0.1328 data_time: 0.0055 loss: 1.7707 03/10 02:38:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:39:03 - mmengine - INFO - Epoch(train) [255][ 300/2503] lr: 7.6980e-02 eta: 4:22:44 time: 0.1431 data_time: 0.0052 loss: 1.7301 03/10 02:39:17 - mmengine - INFO - Epoch(train) [255][ 400/2503] lr: 7.6913e-02 eta: 4:22:30 time: 0.1329 data_time: 0.0058 loss: 1.5717 03/10 02:39:31 - mmengine - INFO - Epoch(train) [255][ 500/2503] lr: 7.6846e-02 eta: 4:22:17 time: 0.1230 data_time: 0.0062 loss: 1.7294 03/10 02:39:45 - mmengine - INFO - Epoch(train) [255][ 600/2503] lr: 7.6778e-02 eta: 4:22:03 time: 0.1382 data_time: 0.0052 loss: 1.6845 03/10 02:39:59 - mmengine - INFO - Epoch(train) [255][ 700/2503] lr: 7.6711e-02 eta: 4:21:49 time: 0.1243 data_time: 0.0054 loss: 1.9062 03/10 02:40:12 - mmengine - INFO - Epoch(train) [255][ 800/2503] lr: 7.6644e-02 eta: 4:21:35 time: 0.1149 data_time: 0.0056 loss: 1.8331 03/10 02:40:26 - mmengine - INFO - Epoch(train) [255][ 900/2503] lr: 7.6577e-02 eta: 4:21:22 time: 0.1159 data_time: 0.0051 loss: 1.6900 03/10 02:40:40 - mmengine - INFO - Epoch(train) [255][1000/2503] lr: 7.6510e-02 eta: 4:21:08 time: 0.1094 data_time: 0.0058 loss: 1.7376 03/10 02:40:54 - mmengine - INFO - Epoch(train) [255][1100/2503] lr: 7.6443e-02 eta: 4:20:54 time: 0.1629 data_time: 0.0052 loss: 1.7515 03/10 02:41:08 - mmengine - INFO - Epoch(train) [255][1200/2503] lr: 7.6376e-02 eta: 4:20:40 time: 0.1577 data_time: 0.0069 loss: 1.7932 03/10 02:41:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:41:22 - mmengine - INFO - Epoch(train) [255][1300/2503] lr: 7.6309e-02 eta: 4:20:27 time: 0.1501 data_time: 0.0056 loss: 1.8361 03/10 02:41:36 - mmengine - INFO - Epoch(train) [255][1400/2503] lr: 7.6242e-02 eta: 4:20:13 time: 0.1095 data_time: 0.0064 loss: 1.8056 03/10 02:41:49 - mmengine - INFO - Epoch(train) [255][1500/2503] lr: 7.6175e-02 eta: 4:19:59 time: 0.1365 data_time: 0.0055 loss: 1.7490 03/10 02:42:03 - mmengine - INFO - Epoch(train) [255][1600/2503] lr: 7.6108e-02 eta: 4:19:45 time: 0.1305 data_time: 0.0057 loss: 1.7505 03/10 02:42:17 - mmengine - INFO - Epoch(train) [255][1700/2503] lr: 7.6041e-02 eta: 4:19:31 time: 0.1205 data_time: 0.0059 loss: 1.7594 03/10 02:42:31 - mmengine - INFO - Epoch(train) [255][1800/2503] lr: 7.5974e-02 eta: 4:19:18 time: 0.1286 data_time: 0.0263 loss: 1.8930 03/10 02:42:44 - mmengine - INFO - Epoch(train) [255][1900/2503] lr: 7.5907e-02 eta: 4:19:04 time: 0.1190 data_time: 0.0054 loss: 1.8337 03/10 02:42:58 - mmengine - INFO - Epoch(train) [255][2000/2503] lr: 7.5840e-02 eta: 4:18:50 time: 0.1193 data_time: 0.0160 loss: 1.8066 03/10 02:43:12 - mmengine - INFO - Epoch(train) [255][2100/2503] lr: 7.5773e-02 eta: 4:18:36 time: 0.1559 data_time: 0.0240 loss: 1.5923 03/10 02:43:26 - mmengine - INFO - Epoch(train) [255][2200/2503] lr: 7.5706e-02 eta: 4:18:23 time: 0.1462 data_time: 0.0052 loss: 1.7843 03/10 02:43:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:43:40 - mmengine - INFO - Epoch(train) [255][2300/2503] lr: 7.5639e-02 eta: 4:18:09 time: 0.1380 data_time: 0.0345 loss: 1.7315 03/10 02:43:53 - mmengine - INFO - Epoch(train) [255][2400/2503] lr: 7.5572e-02 eta: 4:17:55 time: 0.1369 data_time: 0.0052 loss: 1.8371 03/10 02:44:07 - mmengine - INFO - Epoch(train) [255][2500/2503] lr: 7.5505e-02 eta: 4:17:41 time: 0.1219 data_time: 0.0063 loss: 1.7715 03/10 02:44:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:44:08 - mmengine - INFO - Saving checkpoint at 255 epochs 03/10 02:44:35 - mmengine - INFO - Epoch(val) [255][98/98] accuracy/top1: 63.2140 accuracy/top5: 85.0780 03/10 02:44:51 - mmengine - INFO - Epoch(train) [256][ 100/2503] lr: 7.5436e-02 eta: 4:17:27 time: 0.1369 data_time: 0.0060 loss: 1.7360 03/10 02:45:04 - mmengine - INFO - Epoch(train) [256][ 200/2503] lr: 7.5369e-02 eta: 4:17:14 time: 0.1301 data_time: 0.0057 loss: 1.6898 03/10 02:45:18 - mmengine - INFO - Epoch(train) [256][ 300/2503] lr: 7.5302e-02 eta: 4:17:00 time: 0.1342 data_time: 0.0055 loss: 1.6771 03/10 02:45:32 - mmengine - INFO - Epoch(train) [256][ 400/2503] lr: 7.5235e-02 eta: 4:16:46 time: 0.1138 data_time: 0.0056 loss: 1.7872 03/10 02:45:46 - mmengine - INFO - Epoch(train) [256][ 500/2503] lr: 7.5168e-02 eta: 4:16:32 time: 0.1313 data_time: 0.0055 loss: 1.7715 03/10 02:46:00 - mmengine - INFO - Epoch(train) [256][ 600/2503] lr: 7.5101e-02 eta: 4:16:19 time: 0.1171 data_time: 0.0061 loss: 1.6742 03/10 02:46:14 - mmengine - INFO - Epoch(train) [256][ 700/2503] lr: 7.5034e-02 eta: 4:16:05 time: 0.1246 data_time: 0.0056 loss: 1.7739 03/10 02:46:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:46:27 - mmengine - INFO - Epoch(train) [256][ 800/2503] lr: 7.4967e-02 eta: 4:15:51 time: 0.1176 data_time: 0.0057 loss: 1.7854 03/10 02:46:41 - mmengine - INFO - Epoch(train) [256][ 900/2503] lr: 7.4900e-02 eta: 4:15:37 time: 0.1156 data_time: 0.0057 loss: 1.6506 03/10 02:46:55 - mmengine - INFO - Epoch(train) [256][1000/2503] lr: 7.4833e-02 eta: 4:15:24 time: 0.1814 data_time: 0.0047 loss: 1.8586 03/10 02:47:09 - mmengine - INFO - Epoch(train) [256][1100/2503] lr: 7.4765e-02 eta: 4:15:10 time: 0.1296 data_time: 0.0054 loss: 1.7855 03/10 02:47:23 - mmengine - INFO - Epoch(train) [256][1200/2503] lr: 7.4698e-02 eta: 4:14:56 time: 0.1664 data_time: 0.0055 loss: 1.7575 03/10 02:47:37 - mmengine - INFO - Epoch(train) [256][1300/2503] lr: 7.4631e-02 eta: 4:14:42 time: 0.1489 data_time: 0.0054 loss: 1.6791 03/10 02:47:51 - mmengine - INFO - Epoch(train) [256][1400/2503] lr: 7.4564e-02 eta: 4:14:29 time: 0.1363 data_time: 0.0057 loss: 1.7386 03/10 02:48:05 - mmengine - INFO - Epoch(train) [256][1500/2503] lr: 7.4497e-02 eta: 4:14:15 time: 0.1192 data_time: 0.0051 loss: 1.8510 03/10 02:48:19 - mmengine - INFO - Epoch(train) [256][1600/2503] lr: 7.4430e-02 eta: 4:14:01 time: 0.1502 data_time: 0.0058 loss: 1.7154 03/10 02:48:32 - mmengine - INFO - Epoch(train) [256][1700/2503] lr: 7.4363e-02 eta: 4:13:47 time: 0.1364 data_time: 0.0052 loss: 1.7783 03/10 02:48:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:48:46 - mmengine - INFO - Epoch(train) [256][1800/2503] lr: 7.4296e-02 eta: 4:13:34 time: 0.1495 data_time: 0.0063 loss: 1.7149 03/10 02:49:00 - mmengine - INFO - Epoch(train) [256][1900/2503] lr: 7.4229e-02 eta: 4:13:20 time: 0.1283 data_time: 0.0061 loss: 1.7728 03/10 02:49:14 - mmengine - INFO - Epoch(train) [256][2000/2503] lr: 7.4162e-02 eta: 4:13:06 time: 0.1361 data_time: 0.0156 loss: 1.8515 03/10 02:49:28 - mmengine - INFO - Epoch(train) [256][2100/2503] lr: 7.4095e-02 eta: 4:12:52 time: 0.1397 data_time: 0.0056 loss: 1.8130 03/10 02:49:41 - mmengine - INFO - Epoch(train) [256][2200/2503] lr: 7.4028e-02 eta: 4:12:39 time: 0.1305 data_time: 0.0062 loss: 1.8661 03/10 02:49:55 - mmengine - INFO - Epoch(train) [256][2300/2503] lr: 7.3961e-02 eta: 4:12:25 time: 0.1520 data_time: 0.0059 loss: 1.7553 03/10 02:50:09 - mmengine - INFO - Epoch(train) [256][2400/2503] lr: 7.3894e-02 eta: 4:12:11 time: 0.1526 data_time: 0.0053 loss: 1.7170 03/10 02:50:22 - mmengine - INFO - Epoch(train) [256][2500/2503] lr: 7.3827e-02 eta: 4:11:57 time: 0.1313 data_time: 0.0069 loss: 1.7770 03/10 02:50:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:50:23 - mmengine - INFO - Saving checkpoint at 256 epochs 03/10 02:50:50 - mmengine - INFO - Epoch(val) [256][98/98] accuracy/top1: 63.7120 accuracy/top5: 85.3160 03/10 02:51:05 - mmengine - INFO - Epoch(train) [257][ 100/2503] lr: 7.3758e-02 eta: 4:11:43 time: 0.1481 data_time: 0.0058 loss: 1.8652 03/10 02:51:19 - mmengine - INFO - Epoch(train) [257][ 200/2503] lr: 7.3691e-02 eta: 4:11:30 time: 0.1079 data_time: 0.0062 loss: 1.5950 03/10 02:51:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:51:33 - mmengine - INFO - Epoch(train) [257][ 300/2503] lr: 7.3624e-02 eta: 4:11:16 time: 0.1346 data_time: 0.0051 loss: 1.7729 03/10 02:51:47 - mmengine - INFO - Epoch(train) [257][ 400/2503] lr: 7.3557e-02 eta: 4:11:02 time: 0.1056 data_time: 0.0056 loss: 1.5840 03/10 02:52:01 - mmengine - INFO - Epoch(train) [257][ 500/2503] lr: 7.3490e-02 eta: 4:10:48 time: 0.1555 data_time: 0.0053 loss: 1.6181 03/10 02:52:15 - mmengine - INFO - Epoch(train) [257][ 600/2503] lr: 7.3423e-02 eta: 4:10:34 time: 0.1351 data_time: 0.0056 loss: 1.6760 03/10 02:52:28 - mmengine - INFO - Epoch(train) [257][ 700/2503] lr: 7.3356e-02 eta: 4:10:21 time: 0.1293 data_time: 0.0056 loss: 1.7385 03/10 02:52:42 - mmengine - INFO - Epoch(train) [257][ 800/2503] lr: 7.3289e-02 eta: 4:10:07 time: 0.1414 data_time: 0.0054 loss: 1.7601 03/10 02:52:56 - mmengine - INFO - Epoch(train) [257][ 900/2503] lr: 7.3222e-02 eta: 4:09:53 time: 0.1292 data_time: 0.0053 loss: 1.6416 03/10 02:53:09 - mmengine - INFO - Epoch(train) [257][1000/2503] lr: 7.3155e-02 eta: 4:09:39 time: 0.1333 data_time: 0.0054 loss: 1.7584 03/10 02:53:23 - mmengine - INFO - Epoch(train) [257][1100/2503] lr: 7.3088e-02 eta: 4:09:26 time: 0.1275 data_time: 0.0062 loss: 1.6560 03/10 02:53:37 - mmengine - INFO - Epoch(train) [257][1200/2503] lr: 7.3021e-02 eta: 4:09:12 time: 0.1217 data_time: 0.0061 loss: 1.5953 03/10 02:53:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:53:51 - mmengine - INFO - Epoch(train) [257][1300/2503] lr: 7.2954e-02 eta: 4:08:58 time: 0.1435 data_time: 0.0055 loss: 1.7275 03/10 02:54:04 - mmengine - INFO - Epoch(train) [257][1400/2503] lr: 7.2887e-02 eta: 4:08:44 time: 0.1350 data_time: 0.0058 loss: 1.7282 03/10 02:54:19 - mmengine - INFO - Epoch(train) [257][1500/2503] lr: 7.2820e-02 eta: 4:08:31 time: 0.1349 data_time: 0.0056 loss: 1.7096 03/10 02:54:33 - mmengine - INFO - Epoch(train) [257][1600/2503] lr: 7.2752e-02 eta: 4:08:17 time: 0.1229 data_time: 0.0056 loss: 1.5783 03/10 02:54:47 - mmengine - INFO - Epoch(train) [257][1700/2503] lr: 7.2685e-02 eta: 4:08:03 time: 0.1358 data_time: 0.0055 loss: 1.8049 03/10 02:55:01 - mmengine - INFO - Epoch(train) [257][1800/2503] lr: 7.2618e-02 eta: 4:07:49 time: 0.1450 data_time: 0.0058 loss: 1.6286 03/10 02:55:15 - mmengine - INFO - Epoch(train) [257][1900/2503] lr: 7.2551e-02 eta: 4:07:36 time: 0.1399 data_time: 0.0133 loss: 1.6493 03/10 02:55:29 - mmengine - INFO - Epoch(train) [257][2000/2503] lr: 7.2484e-02 eta: 4:07:22 time: 0.1247 data_time: 0.0249 loss: 1.6860 03/10 02:55:43 - mmengine - INFO - Epoch(train) [257][2100/2503] lr: 7.2417e-02 eta: 4:07:08 time: 0.1340 data_time: 0.0063 loss: 1.6878 03/10 02:55:57 - mmengine - INFO - Epoch(train) [257][2200/2503] lr: 7.2350e-02 eta: 4:06:54 time: 0.1079 data_time: 0.0068 loss: 1.7307 03/10 02:56:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:56:10 - mmengine - INFO - Epoch(train) [257][2300/2503] lr: 7.2283e-02 eta: 4:06:41 time: 0.1363 data_time: 0.0060 loss: 1.6916 03/10 02:56:25 - mmengine - INFO - Epoch(train) [257][2400/2503] lr: 7.2216e-02 eta: 4:06:27 time: 0.1739 data_time: 0.0062 loss: 1.7166 03/10 02:56:38 - mmengine - INFO - Epoch(train) [257][2500/2503] lr: 7.2149e-02 eta: 4:06:13 time: 0.1248 data_time: 0.0069 loss: 1.7720 03/10 02:56:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:56:39 - mmengine - INFO - Saving checkpoint at 257 epochs 03/10 02:57:06 - mmengine - INFO - Epoch(val) [257][98/98] accuracy/top1: 63.6160 accuracy/top5: 85.1680 03/10 02:57:22 - mmengine - INFO - Epoch(train) [258][ 100/2503] lr: 7.2080e-02 eta: 4:05:59 time: 0.1078 data_time: 0.0059 loss: 1.6717 03/10 02:57:36 - mmengine - INFO - Epoch(train) [258][ 200/2503] lr: 7.2013e-02 eta: 4:05:46 time: 0.1336 data_time: 0.0057 loss: 1.5844 03/10 02:57:50 - mmengine - INFO - Epoch(train) [258][ 300/2503] lr: 7.1946e-02 eta: 4:05:32 time: 0.1595 data_time: 0.0051 loss: 1.7971 03/10 02:58:04 - mmengine - INFO - Epoch(train) [258][ 400/2503] lr: 7.1879e-02 eta: 4:05:18 time: 0.1265 data_time: 0.0066 loss: 1.5675 03/10 02:58:18 - mmengine - INFO - Epoch(train) [258][ 500/2503] lr: 7.1812e-02 eta: 4:05:04 time: 0.1359 data_time: 0.0054 loss: 1.6914 03/10 02:58:32 - mmengine - INFO - Epoch(train) [258][ 600/2503] lr: 7.1745e-02 eta: 4:04:51 time: 0.1499 data_time: 0.0295 loss: 1.6630 03/10 02:58:45 - mmengine - INFO - Epoch(train) [258][ 700/2503] lr: 7.1678e-02 eta: 4:04:37 time: 0.1362 data_time: 0.0055 loss: 1.7483 03/10 02:58:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 02:58:59 - mmengine - INFO - Epoch(train) [258][ 800/2503] lr: 7.1611e-02 eta: 4:04:23 time: 0.1542 data_time: 0.0055 loss: 1.6220 03/10 02:59:13 - mmengine - INFO - Epoch(train) [258][ 900/2503] lr: 7.1544e-02 eta: 4:04:09 time: 0.1239 data_time: 0.0061 loss: 1.7105 03/10 02:59:26 - mmengine - INFO - Epoch(train) [258][1000/2503] lr: 7.1477e-02 eta: 4:03:55 time: 0.1290 data_time: 0.0129 loss: 1.7469 03/10 02:59:40 - mmengine - INFO - Epoch(train) [258][1100/2503] lr: 7.1410e-02 eta: 4:03:42 time: 0.1456 data_time: 0.0062 loss: 1.6093 03/10 02:59:54 - mmengine - INFO - Epoch(train) [258][1200/2503] lr: 7.1343e-02 eta: 4:03:28 time: 0.1075 data_time: 0.0056 loss: 1.6421 03/10 03:00:08 - mmengine - INFO - Epoch(train) [258][1300/2503] lr: 7.1276e-02 eta: 4:03:14 time: 0.1681 data_time: 0.0051 loss: 1.7236 03/10 03:00:22 - mmengine - INFO - Epoch(train) [258][1400/2503] lr: 7.1209e-02 eta: 4:03:01 time: 0.1119 data_time: 0.0057 loss: 1.6434 03/10 03:00:36 - mmengine - INFO - Epoch(train) [258][1500/2503] lr: 7.1142e-02 eta: 4:02:47 time: 0.1515 data_time: 0.0054 loss: 1.5385 03/10 03:00:49 - mmengine - INFO - Epoch(train) [258][1600/2503] lr: 7.1075e-02 eta: 4:02:33 time: 0.1276 data_time: 0.0056 loss: 1.7130 03/10 03:01:03 - mmengine - INFO - Epoch(train) [258][1700/2503] lr: 7.1008e-02 eta: 4:02:19 time: 0.1428 data_time: 0.0052 loss: 1.6820 03/10 03:01:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:01:17 - mmengine - INFO - Epoch(train) [258][1800/2503] lr: 7.0941e-02 eta: 4:02:05 time: 0.1058 data_time: 0.0051 loss: 1.6220 03/10 03:01:31 - mmengine - INFO - Epoch(train) [258][1900/2503] lr: 7.0874e-02 eta: 4:01:52 time: 0.1249 data_time: 0.0056 loss: 1.7517 03/10 03:01:45 - mmengine - INFO - Epoch(train) [258][2000/2503] lr: 7.0807e-02 eta: 4:01:38 time: 0.1063 data_time: 0.0050 loss: 1.6559 03/10 03:01:59 - mmengine - INFO - Epoch(train) [258][2100/2503] lr: 7.0739e-02 eta: 4:01:24 time: 0.1314 data_time: 0.0050 loss: 1.5313 03/10 03:02:13 - mmengine - INFO - Epoch(train) [258][2200/2503] lr: 7.0672e-02 eta: 4:01:11 time: 0.1360 data_time: 0.0049 loss: 1.9024 03/10 03:02:27 - mmengine - INFO - Epoch(train) [258][2300/2503] lr: 7.0605e-02 eta: 4:00:57 time: 0.1368 data_time: 0.0055 loss: 1.7947 03/10 03:02:41 - mmengine - INFO - Epoch(train) [258][2400/2503] lr: 7.0538e-02 eta: 4:00:43 time: 0.1466 data_time: 0.0055 loss: 1.6398 03/10 03:02:54 - mmengine - INFO - Epoch(train) [258][2500/2503] lr: 7.0471e-02 eta: 4:00:29 time: 0.1407 data_time: 0.0064 loss: 1.6476 03/10 03:02:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:02:55 - mmengine - INFO - Saving checkpoint at 258 epochs 03/10 03:03:21 - mmengine - INFO - Epoch(val) [258][98/98] accuracy/top1: 63.8640 accuracy/top5: 85.3100 03/10 03:03:37 - mmengine - INFO - Epoch(train) [259][ 100/2503] lr: 7.0402e-02 eta: 4:00:15 time: 0.1606 data_time: 0.0099 loss: 1.6235 03/10 03:03:50 - mmengine - INFO - Epoch(train) [259][ 200/2503] lr: 7.0335e-02 eta: 4:00:02 time: 0.1349 data_time: 0.0062 loss: 1.7052 03/10 03:03:54 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:04:04 - mmengine - INFO - Epoch(train) [259][ 300/2503] lr: 7.0268e-02 eta: 3:59:48 time: 0.1133 data_time: 0.0056 loss: 1.7712 03/10 03:04:18 - mmengine - INFO - Epoch(train) [259][ 400/2503] lr: 7.0201e-02 eta: 3:59:34 time: 0.1745 data_time: 0.0054 loss: 1.5536 03/10 03:04:32 - mmengine - INFO - Epoch(train) [259][ 500/2503] lr: 7.0134e-02 eta: 3:59:20 time: 0.1132 data_time: 0.0055 loss: 1.6229 03/10 03:04:46 - mmengine - INFO - Epoch(train) [259][ 600/2503] lr: 7.0067e-02 eta: 3:59:07 time: 0.1082 data_time: 0.0065 loss: 1.8207 03/10 03:05:00 - mmengine - INFO - Epoch(train) [259][ 700/2503] lr: 7.0000e-02 eta: 3:58:53 time: 0.1466 data_time: 0.0054 loss: 1.7715 03/10 03:05:14 - mmengine - INFO - Epoch(train) [259][ 800/2503] lr: 6.9933e-02 eta: 3:58:39 time: 0.1222 data_time: 0.0275 loss: 1.7355 03/10 03:05:28 - mmengine - INFO - Epoch(train) [259][ 900/2503] lr: 6.9866e-02 eta: 3:58:25 time: 0.1494 data_time: 0.0050 loss: 1.8449 03/10 03:05:41 - mmengine - INFO - Epoch(train) [259][1000/2503] lr: 6.9799e-02 eta: 3:58:12 time: 0.1123 data_time: 0.0055 loss: 1.6398 03/10 03:05:55 - mmengine - INFO - Epoch(train) [259][1100/2503] lr: 6.9732e-02 eta: 3:57:58 time: 0.1747 data_time: 0.0054 loss: 1.9615 03/10 03:06:09 - mmengine - INFO - Epoch(train) [259][1200/2503] lr: 6.9665e-02 eta: 3:57:44 time: 0.1101 data_time: 0.0054 loss: 1.7379 03/10 03:06:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:06:23 - mmengine - INFO - Epoch(train) [259][1300/2503] lr: 6.9598e-02 eta: 3:57:30 time: 0.1126 data_time: 0.0121 loss: 1.6828 03/10 03:06:37 - mmengine - INFO - Epoch(train) [259][1400/2503] lr: 6.9531e-02 eta: 3:57:17 time: 0.1085 data_time: 0.0060 loss: 1.7463 03/10 03:06:51 - mmengine - INFO - Epoch(train) [259][1500/2503] lr: 6.9464e-02 eta: 3:57:03 time: 0.1421 data_time: 0.0053 loss: 1.7613 03/10 03:07:05 - mmengine - INFO - Epoch(train) [259][1600/2503] lr: 6.9397e-02 eta: 3:56:49 time: 0.1365 data_time: 0.0059 loss: 1.7307 03/10 03:07:19 - mmengine - INFO - Epoch(train) [259][1700/2503] lr: 6.9330e-02 eta: 3:56:35 time: 0.1339 data_time: 0.0056 loss: 1.9002 03/10 03:07:32 - mmengine - INFO - Epoch(train) [259][1800/2503] lr: 6.9263e-02 eta: 3:56:22 time: 0.1395 data_time: 0.0054 loss: 1.7772 03/10 03:07:46 - mmengine - INFO - Epoch(train) [259][1900/2503] lr: 6.9196e-02 eta: 3:56:08 time: 0.1312 data_time: 0.0128 loss: 1.6680 03/10 03:08:00 - mmengine - INFO - Epoch(train) [259][2000/2503] lr: 6.9129e-02 eta: 3:55:54 time: 0.1245 data_time: 0.0059 loss: 1.9481 03/10 03:08:14 - mmengine - INFO - Epoch(train) [259][2100/2503] lr: 6.9062e-02 eta: 3:55:40 time: 0.1432 data_time: 0.0056 loss: 1.7338 03/10 03:08:28 - mmengine - INFO - Epoch(train) [259][2200/2503] lr: 6.8995e-02 eta: 3:55:27 time: 0.1581 data_time: 0.0056 loss: 1.6404 03/10 03:08:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:08:42 - mmengine - INFO - Epoch(train) [259][2300/2503] lr: 6.8928e-02 eta: 3:55:13 time: 0.1355 data_time: 0.0179 loss: 1.8420 03/10 03:08:56 - mmengine - INFO - Epoch(train) [259][2400/2503] lr: 6.8861e-02 eta: 3:54:59 time: 0.1398 data_time: 0.0063 loss: 1.7153 03/10 03:09:10 - mmengine - INFO - Epoch(train) [259][2500/2503] lr: 6.8793e-02 eta: 3:54:45 time: 0.1227 data_time: 0.0145 loss: 1.7488 03/10 03:09:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:09:10 - mmengine - INFO - Saving checkpoint at 259 epochs 03/10 03:09:38 - mmengine - INFO - Epoch(val) [259][98/98] accuracy/top1: 63.3620 accuracy/top5: 84.9720 03/10 03:09:54 - mmengine - INFO - Epoch(train) [260][ 100/2503] lr: 6.8724e-02 eta: 3:54:31 time: 0.1575 data_time: 0.0057 loss: 1.7241 03/10 03:10:08 - mmengine - INFO - Epoch(train) [260][ 200/2503] lr: 6.8657e-02 eta: 3:54:18 time: 0.1414 data_time: 0.0056 loss: 1.7781 03/10 03:10:22 - mmengine - INFO - Epoch(train) [260][ 300/2503] lr: 6.8590e-02 eta: 3:54:04 time: 0.1434 data_time: 0.0054 loss: 1.7029 03/10 03:10:36 - mmengine - INFO - Epoch(train) [260][ 400/2503] lr: 6.8523e-02 eta: 3:53:50 time: 0.1150 data_time: 0.0049 loss: 1.7474 03/10 03:10:50 - mmengine - INFO - Epoch(train) [260][ 500/2503] lr: 6.8456e-02 eta: 3:53:37 time: 0.1139 data_time: 0.0057 loss: 1.6290 03/10 03:11:03 - mmengine - INFO - Epoch(train) [260][ 600/2503] lr: 6.8389e-02 eta: 3:53:23 time: 0.1333 data_time: 0.0051 loss: 1.6346 03/10 03:11:17 - mmengine - INFO - Epoch(train) [260][ 700/2503] lr: 6.8322e-02 eta: 3:53:09 time: 0.1479 data_time: 0.0051 loss: 1.9361 03/10 03:11:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:11:32 - mmengine - INFO - Epoch(train) [260][ 800/2503] lr: 6.8255e-02 eta: 3:52:55 time: 0.1409 data_time: 0.0063 loss: 1.6899 03/10 03:11:46 - mmengine - INFO - Epoch(train) [260][ 900/2503] lr: 6.8188e-02 eta: 3:52:42 time: 0.1554 data_time: 0.0079 loss: 1.6646 03/10 03:12:00 - mmengine - INFO - Epoch(train) [260][1000/2503] lr: 6.8121e-02 eta: 3:52:28 time: 0.1372 data_time: 0.0056 loss: 1.7151 03/10 03:12:14 - mmengine - INFO - Epoch(train) [260][1100/2503] lr: 6.8054e-02 eta: 3:52:14 time: 0.1354 data_time: 0.0061 loss: 1.6206 03/10 03:12:27 - mmengine - INFO - Epoch(train) [260][1200/2503] lr: 6.7987e-02 eta: 3:52:00 time: 0.1512 data_time: 0.0059 loss: 1.8393 03/10 03:12:41 - mmengine - INFO - Epoch(train) [260][1300/2503] lr: 6.7920e-02 eta: 3:51:47 time: 0.1222 data_time: 0.0060 loss: 1.7466 03/10 03:12:55 - mmengine - INFO - Epoch(train) [260][1400/2503] lr: 6.7853e-02 eta: 3:51:33 time: 0.1173 data_time: 0.0056 loss: 1.7218 03/10 03:13:09 - mmengine - INFO - Epoch(train) [260][1500/2503] lr: 6.7786e-02 eta: 3:51:19 time: 0.1521 data_time: 0.0054 loss: 1.7402 03/10 03:13:23 - mmengine - INFO - Epoch(train) [260][1600/2503] lr: 6.7719e-02 eta: 3:51:05 time: 0.1466 data_time: 0.0052 loss: 1.7799 03/10 03:13:36 - mmengine - INFO - Epoch(train) [260][1700/2503] lr: 6.7652e-02 eta: 3:50:52 time: 0.1272 data_time: 0.0063 loss: 1.6683 03/10 03:13:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:13:50 - mmengine - INFO - Epoch(train) [260][1800/2503] lr: 6.7585e-02 eta: 3:50:38 time: 0.1279 data_time: 0.0052 loss: 1.7904 03/10 03:14:04 - mmengine - INFO - Epoch(train) [260][1900/2503] lr: 6.7518e-02 eta: 3:50:24 time: 0.1294 data_time: 0.0065 loss: 1.6062 03/10 03:14:17 - mmengine - INFO - Epoch(train) [260][2000/2503] lr: 6.7451e-02 eta: 3:50:10 time: 0.1375 data_time: 0.0056 loss: 1.5878 03/10 03:14:31 - mmengine - INFO - Epoch(train) [260][2100/2503] lr: 6.7384e-02 eta: 3:49:56 time: 0.1343 data_time: 0.0056 loss: 1.7546 03/10 03:14:45 - mmengine - INFO - Epoch(train) [260][2200/2503] lr: 6.7317e-02 eta: 3:49:43 time: 0.1553 data_time: 0.0054 loss: 1.7583 03/10 03:14:59 - mmengine - INFO - Epoch(train) [260][2300/2503] lr: 6.7250e-02 eta: 3:49:29 time: 0.1428 data_time: 0.0056 loss: 1.7188 03/10 03:15:12 - mmengine - INFO - Epoch(train) [260][2400/2503] lr: 6.7183e-02 eta: 3:49:15 time: 0.1282 data_time: 0.0092 loss: 1.8210 03/10 03:15:27 - mmengine - INFO - Epoch(train) [260][2500/2503] lr: 6.7116e-02 eta: 3:49:01 time: 0.1143 data_time: 0.0069 loss: 1.7849 03/10 03:15:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:15:27 - mmengine - INFO - Saving checkpoint at 260 epochs 03/10 03:15:55 - mmengine - INFO - Epoch(val) [260][98/98] accuracy/top1: 63.8560 accuracy/top5: 85.3060 03/10 03:16:10 - mmengine - INFO - Epoch(train) [261][ 100/2503] lr: 6.7047e-02 eta: 3:48:47 time: 0.1361 data_time: 0.0057 loss: 1.7340 03/10 03:16:24 - mmengine - INFO - Epoch(train) [261][ 200/2503] lr: 6.6980e-02 eta: 3:48:34 time: 0.1385 data_time: 0.0075 loss: 1.6463 03/10 03:16:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:16:38 - mmengine - INFO - Epoch(train) [261][ 300/2503] lr: 6.6913e-02 eta: 3:48:20 time: 0.1540 data_time: 0.0056 loss: 1.6537 03/10 03:16:52 - mmengine - INFO - Epoch(train) [261][ 400/2503] lr: 6.6846e-02 eta: 3:48:06 time: 0.1710 data_time: 0.0054 loss: 1.8015 03/10 03:17:06 - mmengine - INFO - Epoch(train) [261][ 500/2503] lr: 6.6778e-02 eta: 3:47:53 time: 0.1571 data_time: 0.0051 loss: 1.7163 03/10 03:17:20 - mmengine - INFO - Epoch(train) [261][ 600/2503] lr: 6.6711e-02 eta: 3:47:39 time: 0.1558 data_time: 0.0049 loss: 1.6881 03/10 03:17:34 - mmengine - INFO - Epoch(train) [261][ 700/2503] lr: 6.6644e-02 eta: 3:47:25 time: 0.1532 data_time: 0.0054 loss: 1.6913 03/10 03:17:48 - mmengine - INFO - Epoch(train) [261][ 800/2503] lr: 6.6577e-02 eta: 3:47:11 time: 0.1153 data_time: 0.0056 loss: 1.6878 03/10 03:18:02 - mmengine - INFO - Epoch(train) [261][ 900/2503] lr: 6.6510e-02 eta: 3:46:58 time: 0.1754 data_time: 0.0058 loss: 1.7306 03/10 03:18:17 - mmengine - INFO - Epoch(train) [261][1000/2503] lr: 6.6443e-02 eta: 3:46:44 time: 0.1521 data_time: 0.0049 loss: 1.7968 03/10 03:18:30 - mmengine - INFO - Epoch(train) [261][1100/2503] lr: 6.6376e-02 eta: 3:46:30 time: 0.1390 data_time: 0.0050 loss: 1.6923 03/10 03:18:44 - mmengine - INFO - Epoch(train) [261][1200/2503] lr: 6.6309e-02 eta: 3:46:16 time: 0.1611 data_time: 0.0057 loss: 1.5379 03/10 03:18:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:18:58 - mmengine - INFO - Epoch(train) [261][1300/2503] lr: 6.6242e-02 eta: 3:46:03 time: 0.1159 data_time: 0.0051 loss: 1.7180 03/10 03:19:12 - mmengine - INFO - Epoch(train) [261][1400/2503] lr: 6.6175e-02 eta: 3:45:49 time: 0.1233 data_time: 0.0051 loss: 1.7297 03/10 03:19:26 - mmengine - INFO - Epoch(train) [261][1500/2503] lr: 6.6108e-02 eta: 3:45:35 time: 0.1437 data_time: 0.0058 loss: 1.6759 03/10 03:19:39 - mmengine - INFO - Epoch(train) [261][1600/2503] lr: 6.6041e-02 eta: 3:45:21 time: 0.1456 data_time: 0.0051 loss: 1.5609 03/10 03:19:53 - mmengine - INFO - Epoch(train) [261][1700/2503] lr: 6.5974e-02 eta: 3:45:08 time: 0.1237 data_time: 0.0053 loss: 1.6998 03/10 03:20:07 - mmengine - INFO - Epoch(train) [261][1800/2503] lr: 6.5907e-02 eta: 3:44:54 time: 0.1294 data_time: 0.0056 loss: 1.6616 03/10 03:20:20 - mmengine - INFO - Epoch(train) [261][1900/2503] lr: 6.5840e-02 eta: 3:44:40 time: 0.1383 data_time: 0.0055 loss: 1.6297 03/10 03:20:34 - mmengine - INFO - Epoch(train) [261][2000/2503] lr: 6.5773e-02 eta: 3:44:26 time: 0.1474 data_time: 0.0059 loss: 1.7215 03/10 03:20:48 - mmengine - INFO - Epoch(train) [261][2100/2503] lr: 6.5706e-02 eta: 3:44:13 time: 0.1335 data_time: 0.0053 loss: 1.7420 03/10 03:21:02 - mmengine - INFO - Epoch(train) [261][2200/2503] lr: 6.5639e-02 eta: 3:43:59 time: 0.1335 data_time: 0.0285 loss: 1.7274 03/10 03:21:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:21:16 - mmengine - INFO - Epoch(train) [261][2300/2503] lr: 6.5572e-02 eta: 3:43:45 time: 0.1121 data_time: 0.0062 loss: 1.7509 03/10 03:21:30 - mmengine - INFO - Epoch(train) [261][2400/2503] lr: 6.5505e-02 eta: 3:43:31 time: 0.1162 data_time: 0.0059 loss: 1.6902 03/10 03:21:43 - mmengine - INFO - Epoch(train) [261][2500/2503] lr: 6.5438e-02 eta: 3:43:18 time: 0.1065 data_time: 0.0074 loss: 1.6771 03/10 03:21:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:21:44 - mmengine - INFO - Saving checkpoint at 261 epochs 03/10 03:22:10 - mmengine - INFO - Epoch(val) [261][98/98] accuracy/top1: 63.4020 accuracy/top5: 85.0240 03/10 03:22:26 - mmengine - INFO - Epoch(train) [262][ 100/2503] lr: 6.5369e-02 eta: 3:43:04 time: 0.1439 data_time: 0.0287 loss: 1.6185 03/10 03:22:40 - mmengine - INFO - Epoch(train) [262][ 200/2503] lr: 6.5302e-02 eta: 3:42:50 time: 0.1599 data_time: 0.0057 loss: 1.5825 03/10 03:22:54 - mmengine - INFO - Epoch(train) [262][ 300/2503] lr: 6.5235e-02 eta: 3:42:36 time: 0.1552 data_time: 0.0053 loss: 1.6795 03/10 03:23:08 - mmengine - INFO - Epoch(train) [262][ 400/2503] lr: 6.5168e-02 eta: 3:42:22 time: 0.1323 data_time: 0.0057 loss: 1.5051 03/10 03:23:22 - mmengine - INFO - Epoch(train) [262][ 500/2503] lr: 6.5101e-02 eta: 3:42:09 time: 0.1729 data_time: 0.0056 loss: 1.6184 03/10 03:23:35 - mmengine - INFO - Epoch(train) [262][ 600/2503] lr: 6.5034e-02 eta: 3:41:55 time: 0.1176 data_time: 0.0053 loss: 1.6247 03/10 03:23:49 - mmengine - INFO - Epoch(train) [262][ 700/2503] lr: 6.4967e-02 eta: 3:41:41 time: 0.1457 data_time: 0.0442 loss: 1.6336 03/10 03:23:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:24:04 - mmengine - INFO - Epoch(train) [262][ 800/2503] lr: 6.4900e-02 eta: 3:41:28 time: 0.1641 data_time: 0.0052 loss: 1.7444 03/10 03:24:17 - mmengine - INFO - Epoch(train) [262][ 900/2503] lr: 6.4833e-02 eta: 3:41:14 time: 0.1382 data_time: 0.0056 loss: 1.6675 03/10 03:24:31 - mmengine - INFO - Epoch(train) [262][1000/2503] lr: 6.4765e-02 eta: 3:41:00 time: 0.1591 data_time: 0.0062 loss: 1.6788 03/10 03:24:45 - mmengine - INFO - Epoch(train) [262][1100/2503] lr: 6.4698e-02 eta: 3:40:46 time: 0.1424 data_time: 0.0054 loss: 1.7413 03/10 03:24:59 - mmengine - INFO - Epoch(train) [262][1200/2503] lr: 6.4631e-02 eta: 3:40:32 time: 0.1089 data_time: 0.0061 loss: 1.5815 03/10 03:25:13 - mmengine - INFO - Epoch(train) [262][1300/2503] lr: 6.4564e-02 eta: 3:40:19 time: 0.1475 data_time: 0.0269 loss: 1.5242 03/10 03:25:27 - mmengine - INFO - Epoch(train) [262][1400/2503] lr: 6.4497e-02 eta: 3:40:05 time: 0.1572 data_time: 0.0051 loss: 1.6043 03/10 03:25:41 - mmengine - INFO - Epoch(train) [262][1500/2503] lr: 6.4430e-02 eta: 3:39:51 time: 0.1302 data_time: 0.0059 loss: 1.7015 03/10 03:25:54 - mmengine - INFO - Epoch(train) [262][1600/2503] lr: 6.4363e-02 eta: 3:39:38 time: 0.1179 data_time: 0.0056 loss: 1.7570 03/10 03:26:08 - mmengine - INFO - Epoch(train) [262][1700/2503] lr: 6.4296e-02 eta: 3:39:24 time: 0.1361 data_time: 0.0054 loss: 1.6886 03/10 03:26:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:26:22 - mmengine - INFO - Epoch(train) [262][1800/2503] lr: 6.4229e-02 eta: 3:39:10 time: 0.1207 data_time: 0.0055 loss: 1.6537 03/10 03:26:36 - mmengine - INFO - Epoch(train) [262][1900/2503] lr: 6.4162e-02 eta: 3:38:56 time: 0.1311 data_time: 0.0053 loss: 1.6518 03/10 03:26:50 - mmengine - INFO - Epoch(train) [262][2000/2503] lr: 6.4095e-02 eta: 3:38:43 time: 0.1245 data_time: 0.0061 loss: 1.7995 03/10 03:27:04 - mmengine - INFO - Epoch(train) [262][2100/2503] lr: 6.4028e-02 eta: 3:38:29 time: 0.1303 data_time: 0.0054 loss: 1.7523 03/10 03:27:18 - mmengine - INFO - Epoch(train) [262][2200/2503] lr: 6.3961e-02 eta: 3:38:15 time: 0.1624 data_time: 0.0056 loss: 1.6699 03/10 03:27:32 - mmengine - INFO - Epoch(train) [262][2300/2503] lr: 6.3894e-02 eta: 3:38:01 time: 0.1339 data_time: 0.0053 loss: 1.6295 03/10 03:27:45 - mmengine - INFO - Epoch(train) [262][2400/2503] lr: 6.3827e-02 eta: 3:37:48 time: 0.1061 data_time: 0.0060 loss: 1.6357 03/10 03:27:59 - mmengine - INFO - Epoch(train) [262][2500/2503] lr: 6.3760e-02 eta: 3:37:34 time: 0.1386 data_time: 0.0072 loss: 1.7098 03/10 03:27:59 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:28:00 - mmengine - INFO - Saving checkpoint at 262 epochs 03/10 03:28:27 - mmengine - INFO - Epoch(val) [262][98/98] accuracy/top1: 64.1240 accuracy/top5: 85.7520 03/10 03:28:42 - mmengine - INFO - Epoch(train) [263][ 100/2503] lr: 6.3691e-02 eta: 3:37:20 time: 0.1650 data_time: 0.0057 loss: 1.7056 03/10 03:28:57 - mmengine - INFO - Epoch(train) [263][ 200/2503] lr: 6.3624e-02 eta: 3:37:06 time: 0.1723 data_time: 0.0057 loss: 1.7368 03/10 03:28:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:29:10 - mmengine - INFO - Epoch(train) [263][ 300/2503] lr: 6.3557e-02 eta: 3:36:52 time: 0.1455 data_time: 0.0068 loss: 1.7863 03/10 03:29:24 - mmengine - INFO - Epoch(train) [263][ 400/2503] lr: 6.3490e-02 eta: 3:36:39 time: 0.1512 data_time: 0.0052 loss: 1.6956 03/10 03:29:38 - mmengine - INFO - Epoch(train) [263][ 500/2503] lr: 6.3423e-02 eta: 3:36:25 time: 0.1272 data_time: 0.0063 loss: 1.7171 03/10 03:29:52 - mmengine - INFO - Epoch(train) [263][ 600/2503] lr: 6.3356e-02 eta: 3:36:11 time: 0.1531 data_time: 0.0056 loss: 1.7414 03/10 03:30:06 - mmengine - INFO - Epoch(train) [263][ 700/2503] lr: 6.3289e-02 eta: 3:35:57 time: 0.1283 data_time: 0.0066 loss: 1.5867 03/10 03:30:19 - mmengine - INFO - Epoch(train) [263][ 800/2503] lr: 6.3222e-02 eta: 3:35:44 time: 0.1397 data_time: 0.0232 loss: 1.6085 03/10 03:30:33 - mmengine - INFO - Epoch(train) [263][ 900/2503] lr: 6.3155e-02 eta: 3:35:30 time: 0.1337 data_time: 0.0059 loss: 1.6411 03/10 03:30:48 - mmengine - INFO - Epoch(train) [263][1000/2503] lr: 6.3088e-02 eta: 3:35:16 time: 0.1158 data_time: 0.0052 loss: 1.6929 03/10 03:31:01 - mmengine - INFO - Epoch(train) [263][1100/2503] lr: 6.3021e-02 eta: 3:35:02 time: 0.1211 data_time: 0.0061 loss: 1.5023 03/10 03:31:15 - mmengine - INFO - Epoch(train) [263][1200/2503] lr: 6.2954e-02 eta: 3:34:49 time: 0.1362 data_time: 0.0054 loss: 1.6046 03/10 03:31:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:31:29 - mmengine - INFO - Epoch(train) [263][1300/2503] lr: 6.2887e-02 eta: 3:34:35 time: 0.1118 data_time: 0.0053 loss: 1.6672 03/10 03:31:43 - mmengine - INFO - Epoch(train) [263][1400/2503] lr: 6.2819e-02 eta: 3:34:21 time: 0.1206 data_time: 0.0057 loss: 1.7466 03/10 03:31:57 - mmengine - INFO - Epoch(train) [263][1500/2503] lr: 6.2752e-02 eta: 3:34:07 time: 0.1376 data_time: 0.0056 loss: 1.7217 03/10 03:32:10 - mmengine - INFO - Epoch(train) [263][1600/2503] lr: 6.2685e-02 eta: 3:33:54 time: 0.1416 data_time: 0.0052 loss: 1.7568 03/10 03:32:24 - mmengine - INFO - Epoch(train) [263][1700/2503] lr: 6.2618e-02 eta: 3:33:40 time: 0.1141 data_time: 0.0059 loss: 1.7605 03/10 03:32:38 - mmengine - INFO - Epoch(train) [263][1800/2503] lr: 6.2551e-02 eta: 3:33:26 time: 0.1176 data_time: 0.0061 loss: 1.4796 03/10 03:32:52 - mmengine - INFO - Epoch(train) [263][1900/2503] lr: 6.2484e-02 eta: 3:33:12 time: 0.1380 data_time: 0.0061 loss: 1.7478 03/10 03:33:07 - mmengine - INFO - Epoch(train) [263][2000/2503] lr: 6.2417e-02 eta: 3:32:59 time: 0.1589 data_time: 0.0067 loss: 1.5320 03/10 03:33:21 - mmengine - INFO - Epoch(train) [263][2100/2503] lr: 6.2350e-02 eta: 3:32:45 time: 0.1244 data_time: 0.0059 loss: 1.6387 03/10 03:33:35 - mmengine - INFO - Epoch(train) [263][2200/2503] lr: 6.2283e-02 eta: 3:32:31 time: 0.1197 data_time: 0.0055 loss: 1.7400 03/10 03:33:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:33:49 - mmengine - INFO - Epoch(train) [263][2300/2503] lr: 6.2216e-02 eta: 3:32:18 time: 0.1406 data_time: 0.0392 loss: 1.5819 03/10 03:34:02 - mmengine - INFO - Epoch(train) [263][2400/2503] lr: 6.2149e-02 eta: 3:32:04 time: 0.1257 data_time: 0.0061 loss: 1.7210 03/10 03:34:16 - mmengine - INFO - Epoch(train) [263][2500/2503] lr: 6.2082e-02 eta: 3:31:50 time: 0.1241 data_time: 0.0109 loss: 1.6115 03/10 03:34:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:34:16 - mmengine - INFO - Saving checkpoint at 263 epochs 03/10 03:34:43 - mmengine - INFO - Epoch(val) [263][98/98] accuracy/top1: 63.5300 accuracy/top5: 85.1500 03/10 03:35:00 - mmengine - INFO - Epoch(train) [264][ 100/2503] lr: 6.2013e-02 eta: 3:31:36 time: 0.1745 data_time: 0.0058 loss: 1.6151 03/10 03:35:13 - mmengine - INFO - Epoch(train) [264][ 200/2503] lr: 6.1946e-02 eta: 3:31:22 time: 0.1310 data_time: 0.0049 loss: 1.6188 03/10 03:35:27 - mmengine - INFO - Epoch(train) [264][ 300/2503] lr: 6.1879e-02 eta: 3:31:09 time: 0.1280 data_time: 0.0203 loss: 1.6279 03/10 03:35:41 - mmengine - INFO - Epoch(train) [264][ 400/2503] lr: 6.1812e-02 eta: 3:30:55 time: 0.1502 data_time: 0.0053 loss: 1.5833 03/10 03:35:55 - mmengine - INFO - Epoch(train) [264][ 500/2503] lr: 6.1745e-02 eta: 3:30:41 time: 0.1503 data_time: 0.0057 loss: 1.6870 03/10 03:36:10 - mmengine - INFO - Epoch(train) [264][ 600/2503] lr: 6.1678e-02 eta: 3:30:27 time: 0.1708 data_time: 0.0062 loss: 1.6450 03/10 03:36:23 - mmengine - INFO - Epoch(train) [264][ 700/2503] lr: 6.1611e-02 eta: 3:30:14 time: 0.1409 data_time: 0.0059 loss: 1.6782 03/10 03:36:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:36:37 - mmengine - INFO - Epoch(train) [264][ 800/2503] lr: 6.1544e-02 eta: 3:30:00 time: 0.1526 data_time: 0.0521 loss: 1.6151 03/10 03:36:51 - mmengine - INFO - Epoch(train) [264][ 900/2503] lr: 6.1477e-02 eta: 3:29:46 time: 0.1330 data_time: 0.0058 loss: 1.8231 03/10 03:37:05 - mmengine - INFO - Epoch(train) [264][1000/2503] lr: 6.1410e-02 eta: 3:29:32 time: 0.1155 data_time: 0.0055 loss: 1.7182 03/10 03:37:19 - mmengine - INFO - Epoch(train) [264][1100/2503] lr: 6.1343e-02 eta: 3:29:19 time: 0.1409 data_time: 0.0050 loss: 1.6325 03/10 03:37:32 - mmengine - INFO - Epoch(train) [264][1200/2503] lr: 6.1276e-02 eta: 3:29:05 time: 0.1416 data_time: 0.0055 loss: 1.7611 03/10 03:37:46 - mmengine - INFO - Epoch(train) [264][1300/2503] lr: 6.1209e-02 eta: 3:28:51 time: 0.1118 data_time: 0.0055 loss: 1.5702 03/10 03:38:00 - mmengine - INFO - Epoch(train) [264][1400/2503] lr: 6.1142e-02 eta: 3:28:37 time: 0.1190 data_time: 0.0054 loss: 1.6693 03/10 03:38:14 - mmengine - INFO - Epoch(train) [264][1500/2503] lr: 6.1075e-02 eta: 3:28:24 time: 0.1370 data_time: 0.0053 loss: 1.6337 03/10 03:38:28 - mmengine - INFO - Epoch(train) [264][1600/2503] lr: 6.1008e-02 eta: 3:28:10 time: 0.1451 data_time: 0.0055 loss: 1.6473 03/10 03:38:41 - mmengine - INFO - Epoch(train) [264][1700/2503] lr: 6.0941e-02 eta: 3:27:56 time: 0.1392 data_time: 0.0057 loss: 1.7588 03/10 03:38:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:38:55 - mmengine - INFO - Epoch(train) [264][1800/2503] lr: 6.0874e-02 eta: 3:27:42 time: 0.1399 data_time: 0.0059 loss: 1.7523 03/10 03:39:09 - mmengine - INFO - Epoch(train) [264][1900/2503] lr: 6.0806e-02 eta: 3:27:29 time: 0.1380 data_time: 0.0055 loss: 1.6406 03/10 03:39:23 - mmengine - INFO - Epoch(train) [264][2000/2503] lr: 6.0739e-02 eta: 3:27:15 time: 0.1322 data_time: 0.0055 loss: 1.7110 03/10 03:39:37 - mmengine - INFO - Epoch(train) [264][2100/2503] lr: 6.0672e-02 eta: 3:27:01 time: 0.1410 data_time: 0.0064 loss: 1.7492 03/10 03:39:51 - mmengine - INFO - Epoch(train) [264][2200/2503] lr: 6.0605e-02 eta: 3:26:47 time: 0.1155 data_time: 0.0065 loss: 1.6278 03/10 03:40:05 - mmengine - INFO - Epoch(train) [264][2300/2503] lr: 6.0538e-02 eta: 3:26:34 time: 0.1044 data_time: 0.0056 loss: 1.5999 03/10 03:40:19 - mmengine - INFO - Epoch(train) [264][2400/2503] lr: 6.0471e-02 eta: 3:26:20 time: 0.1550 data_time: 0.0057 loss: 1.6648 03/10 03:40:33 - mmengine - INFO - Epoch(train) [264][2500/2503] lr: 6.0404e-02 eta: 3:26:06 time: 0.1187 data_time: 0.0068 loss: 1.7197 03/10 03:40:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:40:33 - mmengine - INFO - Saving checkpoint at 264 epochs 03/10 03:41:01 - mmengine - INFO - Epoch(val) [264][98/98] accuracy/top1: 62.8380 accuracy/top5: 84.6240 03/10 03:41:17 - mmengine - INFO - Epoch(train) [265][ 100/2503] lr: 6.0335e-02 eta: 3:25:52 time: 0.1283 data_time: 0.0064 loss: 1.6459 03/10 03:41:31 - mmengine - INFO - Epoch(train) [265][ 200/2503] lr: 6.0268e-02 eta: 3:25:39 time: 0.1389 data_time: 0.0059 loss: 1.6398 03/10 03:41:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:41:45 - mmengine - INFO - Epoch(train) [265][ 300/2503] lr: 6.0201e-02 eta: 3:25:25 time: 0.1323 data_time: 0.0060 loss: 1.7037 03/10 03:41:58 - mmengine - INFO - Epoch(train) [265][ 400/2503] lr: 6.0134e-02 eta: 3:25:11 time: 0.1401 data_time: 0.0062 loss: 1.6148 03/10 03:42:13 - mmengine - INFO - Epoch(train) [265][ 500/2503] lr: 6.0067e-02 eta: 3:24:57 time: 0.1358 data_time: 0.0062 loss: 1.6653 03/10 03:42:26 - mmengine - INFO - Epoch(train) [265][ 600/2503] lr: 6.0000e-02 eta: 3:24:44 time: 0.1083 data_time: 0.0057 loss: 1.7438 03/10 03:42:40 - mmengine - INFO - Epoch(train) [265][ 700/2503] lr: 5.9933e-02 eta: 3:24:30 time: 0.1121 data_time: 0.0062 loss: 1.6177 03/10 03:42:55 - mmengine - INFO - Epoch(train) [265][ 800/2503] lr: 5.9866e-02 eta: 3:24:16 time: 0.1390 data_time: 0.0066 loss: 1.8029 03/10 03:43:09 - mmengine - INFO - Epoch(train) [265][ 900/2503] lr: 5.9799e-02 eta: 3:24:02 time: 0.1167 data_time: 0.0058 loss: 1.4905 03/10 03:43:23 - mmengine - INFO - Epoch(train) [265][1000/2503] lr: 5.9732e-02 eta: 3:23:49 time: 0.1401 data_time: 0.0058 loss: 1.5563 03/10 03:43:37 - mmengine - INFO - Epoch(train) [265][1100/2503] lr: 5.9665e-02 eta: 3:23:35 time: 0.1127 data_time: 0.0057 loss: 1.7724 03/10 03:43:51 - mmengine - INFO - Epoch(train) [265][1200/2503] lr: 5.9598e-02 eta: 3:23:21 time: 0.1117 data_time: 0.0050 loss: 1.7488 03/10 03:43:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:44:05 - mmengine - INFO - Epoch(train) [265][1300/2503] lr: 5.9531e-02 eta: 3:23:08 time: 0.1120 data_time: 0.0054 loss: 1.6198 03/10 03:44:19 - mmengine - INFO - Epoch(train) [265][1400/2503] lr: 5.9464e-02 eta: 3:22:54 time: 0.1346 data_time: 0.0060 loss: 1.7653 03/10 03:44:33 - mmengine - INFO - Epoch(train) [265][1500/2503] lr: 5.9397e-02 eta: 3:22:40 time: 0.1566 data_time: 0.0053 loss: 1.7267 03/10 03:44:47 - mmengine - INFO - Epoch(train) [265][1600/2503] lr: 5.9330e-02 eta: 3:22:26 time: 0.1137 data_time: 0.0056 loss: 1.5497 03/10 03:45:00 - mmengine - INFO - Epoch(train) [265][1700/2503] lr: 5.9263e-02 eta: 3:22:13 time: 0.1368 data_time: 0.0056 loss: 1.7632 03/10 03:45:14 - mmengine - INFO - Epoch(train) [265][1800/2503] lr: 5.9196e-02 eta: 3:21:59 time: 0.1177 data_time: 0.0058 loss: 1.5868 03/10 03:45:28 - mmengine - INFO - Epoch(train) [265][1900/2503] lr: 5.9129e-02 eta: 3:21:45 time: 0.1080 data_time: 0.0053 loss: 1.5875 03/10 03:45:42 - mmengine - INFO - Epoch(train) [265][2000/2503] lr: 5.9062e-02 eta: 3:21:31 time: 0.1466 data_time: 0.0059 loss: 1.8047 03/10 03:45:56 - mmengine - INFO - Epoch(train) [265][2100/2503] lr: 5.8995e-02 eta: 3:21:18 time: 0.1514 data_time: 0.0061 loss: 1.6693 03/10 03:46:10 - mmengine - INFO - Epoch(train) [265][2200/2503] lr: 5.8928e-02 eta: 3:21:04 time: 0.1755 data_time: 0.0063 loss: 1.6305 03/10 03:46:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:46:23 - mmengine - INFO - Epoch(train) [265][2300/2503] lr: 5.8861e-02 eta: 3:20:50 time: 0.1543 data_time: 0.0052 loss: 1.6695 03/10 03:46:37 - mmengine - INFO - Epoch(train) [265][2400/2503] lr: 5.8793e-02 eta: 3:20:36 time: 0.1550 data_time: 0.0052 loss: 1.6318 03/10 03:46:51 - mmengine - INFO - Epoch(train) [265][2500/2503] lr: 5.8726e-02 eta: 3:20:23 time: 0.1359 data_time: 0.0072 loss: 1.6982 03/10 03:46:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:46:51 - mmengine - INFO - Saving checkpoint at 265 epochs 03/10 03:47:18 - mmengine - INFO - Epoch(val) [265][98/98] accuracy/top1: 64.0480 accuracy/top5: 85.6100 03/10 03:47:33 - mmengine - INFO - Epoch(train) [266][ 100/2503] lr: 5.8657e-02 eta: 3:20:09 time: 0.1468 data_time: 0.0064 loss: 1.7230 03/10 03:47:47 - mmengine - INFO - Epoch(train) [266][ 200/2503] lr: 5.8590e-02 eta: 3:19:55 time: 0.1564 data_time: 0.0065 loss: 1.7440 03/10 03:48:01 - mmengine - INFO - Epoch(train) [266][ 300/2503] lr: 5.8523e-02 eta: 3:19:41 time: 0.1054 data_time: 0.0059 loss: 1.6231 03/10 03:48:15 - mmengine - INFO - Epoch(train) [266][ 400/2503] lr: 5.8456e-02 eta: 3:19:27 time: 0.1408 data_time: 0.0064 loss: 1.7478 03/10 03:48:28 - mmengine - INFO - Epoch(train) [266][ 500/2503] lr: 5.8389e-02 eta: 3:19:13 time: 0.1416 data_time: 0.0059 loss: 1.6193 03/10 03:48:42 - mmengine - INFO - Epoch(train) [266][ 600/2503] lr: 5.8322e-02 eta: 3:19:00 time: 0.1075 data_time: 0.0052 loss: 1.4847 03/10 03:48:56 - mmengine - INFO - Epoch(train) [266][ 700/2503] lr: 5.8255e-02 eta: 3:18:46 time: 0.1665 data_time: 0.0060 loss: 1.6883 03/10 03:48:57 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:49:10 - mmengine - INFO - Epoch(train) [266][ 800/2503] lr: 5.8188e-02 eta: 3:18:32 time: 0.1176 data_time: 0.0059 loss: 1.6450 03/10 03:49:24 - mmengine - INFO - Epoch(train) [266][ 900/2503] lr: 5.8121e-02 eta: 3:18:19 time: 0.1234 data_time: 0.0061 loss: 1.6719 03/10 03:49:37 - mmengine - INFO - Epoch(train) [266][1000/2503] lr: 5.8054e-02 eta: 3:18:05 time: 0.1120 data_time: 0.0058 loss: 1.7440 03/10 03:49:52 - mmengine - INFO - Epoch(train) [266][1100/2503] lr: 5.7987e-02 eta: 3:17:51 time: 0.1410 data_time: 0.0056 loss: 1.7024 03/10 03:50:06 - mmengine - INFO - Epoch(train) [266][1200/2503] lr: 5.7920e-02 eta: 3:17:37 time: 0.1566 data_time: 0.0060 loss: 1.7218 03/10 03:50:20 - mmengine - INFO - Epoch(train) [266][1300/2503] lr: 5.7853e-02 eta: 3:17:24 time: 0.1555 data_time: 0.0057 loss: 1.6293 03/10 03:50:34 - mmengine - INFO - Epoch(train) [266][1400/2503] lr: 5.7786e-02 eta: 3:17:10 time: 0.1362 data_time: 0.0055 loss: 1.5641 03/10 03:50:47 - mmengine - INFO - Epoch(train) [266][1500/2503] lr: 5.7719e-02 eta: 3:16:56 time: 0.1296 data_time: 0.0055 loss: 1.7451 03/10 03:51:01 - mmengine - INFO - Epoch(train) [266][1600/2503] lr: 5.7652e-02 eta: 3:16:42 time: 0.1254 data_time: 0.0061 loss: 1.7576 03/10 03:51:15 - mmengine - INFO - Epoch(train) [266][1700/2503] lr: 5.7585e-02 eta: 3:16:29 time: 0.1518 data_time: 0.0057 loss: 1.7196 03/10 03:51:16 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:51:28 - mmengine - INFO - Epoch(train) [266][1800/2503] lr: 5.7518e-02 eta: 3:16:15 time: 0.1355 data_time: 0.0055 loss: 1.7595 03/10 03:51:42 - mmengine - INFO - Epoch(train) [266][1900/2503] lr: 5.7451e-02 eta: 3:16:01 time: 0.1337 data_time: 0.0060 loss: 1.7295 03/10 03:51:56 - mmengine - INFO - Epoch(train) [266][2000/2503] lr: 5.7384e-02 eta: 3:15:47 time: 0.1639 data_time: 0.0056 loss: 1.7071 03/10 03:52:10 - mmengine - INFO - Epoch(train) [266][2100/2503] lr: 5.7317e-02 eta: 3:15:34 time: 0.1576 data_time: 0.0140 loss: 1.7676 03/10 03:52:23 - mmengine - INFO - Epoch(train) [266][2200/2503] lr: 5.7250e-02 eta: 3:15:20 time: 0.1459 data_time: 0.0063 loss: 1.6464 03/10 03:52:37 - mmengine - INFO - Epoch(train) [266][2300/2503] lr: 5.7183e-02 eta: 3:15:06 time: 0.1221 data_time: 0.0059 loss: 1.6896 03/10 03:52:51 - mmengine - INFO - Epoch(train) [266][2400/2503] lr: 5.7116e-02 eta: 3:14:52 time: 0.1724 data_time: 0.0058 loss: 1.6776 03/10 03:53:04 - mmengine - INFO - Epoch(train) [266][2500/2503] lr: 5.7049e-02 eta: 3:14:38 time: 0.1108 data_time: 0.0070 loss: 1.6826 03/10 03:53:04 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:53:05 - mmengine - INFO - Saving checkpoint at 266 epochs 03/10 03:53:31 - mmengine - INFO - Epoch(val) [266][98/98] accuracy/top1: 64.3860 accuracy/top5: 85.7660 03/10 03:53:46 - mmengine - INFO - Epoch(train) [267][ 100/2503] lr: 5.6980e-02 eta: 3:14:24 time: 0.1130 data_time: 0.0060 loss: 1.5998 03/10 03:53:59 - mmengine - INFO - Epoch(train) [267][ 200/2503] lr: 5.6913e-02 eta: 3:14:11 time: 0.1239 data_time: 0.0051 loss: 1.6772 03/10 03:54:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:54:13 - mmengine - INFO - Epoch(train) [267][ 300/2503] lr: 5.6845e-02 eta: 3:13:57 time: 0.1408 data_time: 0.0392 loss: 1.7733 03/10 03:54:27 - mmengine - INFO - Epoch(train) [267][ 400/2503] lr: 5.6778e-02 eta: 3:13:43 time: 0.1168 data_time: 0.0056 loss: 1.7474 03/10 03:54:41 - mmengine - INFO - Epoch(train) [267][ 500/2503] lr: 5.6711e-02 eta: 3:13:29 time: 0.1278 data_time: 0.0088 loss: 1.6119 03/10 03:54:56 - mmengine - INFO - Epoch(train) [267][ 600/2503] lr: 5.6644e-02 eta: 3:13:16 time: 0.1558 data_time: 0.0056 loss: 1.7288 03/10 03:55:10 - mmengine - INFO - Epoch(train) [267][ 700/2503] lr: 5.6577e-02 eta: 3:13:02 time: 0.1697 data_time: 0.0056 loss: 1.7709 03/10 03:55:23 - mmengine - INFO - Epoch(train) [267][ 800/2503] lr: 5.6510e-02 eta: 3:12:48 time: 0.1372 data_time: 0.0055 loss: 1.6602 03/10 03:55:37 - mmengine - INFO - Epoch(train) [267][ 900/2503] lr: 5.6443e-02 eta: 3:12:34 time: 0.1172 data_time: 0.0052 loss: 1.7734 03/10 03:55:51 - mmengine - INFO - Epoch(train) [267][1000/2503] lr: 5.6376e-02 eta: 3:12:21 time: 0.1456 data_time: 0.0052 loss: 1.6130 03/10 03:56:05 - mmengine - INFO - Epoch(train) [267][1100/2503] lr: 5.6309e-02 eta: 3:12:07 time: 0.1462 data_time: 0.0053 loss: 1.6282 03/10 03:56:19 - mmengine - INFO - Epoch(train) [267][1200/2503] lr: 5.6242e-02 eta: 3:11:53 time: 0.1663 data_time: 0.0054 loss: 1.7342 03/10 03:56:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:56:33 - mmengine - INFO - Epoch(train) [267][1300/2503] lr: 5.6175e-02 eta: 3:11:40 time: 0.1458 data_time: 0.0063 loss: 1.7418 03/10 03:56:46 - mmengine - INFO - Epoch(train) [267][1400/2503] lr: 5.6108e-02 eta: 3:11:26 time: 0.1104 data_time: 0.0059 loss: 1.6708 03/10 03:57:01 - mmengine - INFO - Epoch(train) [267][1500/2503] lr: 5.6041e-02 eta: 3:11:12 time: 0.1275 data_time: 0.0051 loss: 1.7224 03/10 03:57:14 - mmengine - INFO - Epoch(train) [267][1600/2503] lr: 5.5974e-02 eta: 3:10:58 time: 0.1269 data_time: 0.0052 loss: 1.6499 03/10 03:57:29 - mmengine - INFO - Epoch(train) [267][1700/2503] lr: 5.5907e-02 eta: 3:10:45 time: 0.1146 data_time: 0.0097 loss: 1.5131 03/10 03:57:43 - mmengine - INFO - Epoch(train) [267][1800/2503] lr: 5.5840e-02 eta: 3:10:31 time: 0.1455 data_time: 0.0267 loss: 1.7985 03/10 03:57:57 - mmengine - INFO - Epoch(train) [267][1900/2503] lr: 5.5773e-02 eta: 3:10:17 time: 0.1275 data_time: 0.0055 loss: 1.6139 03/10 03:58:10 - mmengine - INFO - Epoch(train) [267][2000/2503] lr: 5.5706e-02 eta: 3:10:03 time: 0.1296 data_time: 0.0056 loss: 1.7102 03/10 03:58:24 - mmengine - INFO - Epoch(train) [267][2100/2503] lr: 5.5639e-02 eta: 3:09:50 time: 0.1298 data_time: 0.0056 loss: 1.8808 03/10 03:58:38 - mmengine - INFO - Epoch(train) [267][2200/2503] lr: 5.5572e-02 eta: 3:09:36 time: 0.1264 data_time: 0.0056 loss: 1.6997 03/10 03:58:38 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:58:52 - mmengine - INFO - Epoch(train) [267][2300/2503] lr: 5.5505e-02 eta: 3:09:22 time: 0.1565 data_time: 0.0053 loss: 1.7046 03/10 03:59:06 - mmengine - INFO - Epoch(train) [267][2400/2503] lr: 5.5438e-02 eta: 3:09:08 time: 0.1633 data_time: 0.0052 loss: 1.6790 03/10 03:59:20 - mmengine - INFO - Epoch(train) [267][2500/2503] lr: 5.5371e-02 eta: 3:08:55 time: 0.1105 data_time: 0.0135 loss: 1.7368 03/10 03:59:20 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 03:59:21 - mmengine - INFO - Saving checkpoint at 267 epochs 03/10 03:59:46 - mmengine - INFO - Epoch(val) [267][98/98] accuracy/top1: 64.0360 accuracy/top5: 85.4840 03/10 04:00:02 - mmengine - INFO - Epoch(train) [268][ 100/2503] lr: 5.5302e-02 eta: 3:08:41 time: 0.1986 data_time: 0.0059 loss: 1.5745 03/10 04:00:16 - mmengine - INFO - Epoch(train) [268][ 200/2503] lr: 5.5235e-02 eta: 3:08:27 time: 0.1215 data_time: 0.0054 loss: 1.4871 03/10 04:00:29 - mmengine - INFO - Epoch(train) [268][ 300/2503] lr: 5.5168e-02 eta: 3:08:13 time: 0.1090 data_time: 0.0057 loss: 1.6074 03/10 04:00:43 - mmengine - INFO - Epoch(train) [268][ 400/2503] lr: 5.5101e-02 eta: 3:08:00 time: 0.1371 data_time: 0.0064 loss: 1.5302 03/10 04:00:57 - mmengine - INFO - Epoch(train) [268][ 500/2503] lr: 5.5034e-02 eta: 3:07:46 time: 0.1211 data_time: 0.0056 loss: 1.6715 03/10 04:01:11 - mmengine - INFO - Epoch(train) [268][ 600/2503] lr: 5.4967e-02 eta: 3:07:32 time: 0.1160 data_time: 0.0054 loss: 1.6430 03/10 04:01:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:01:25 - mmengine - INFO - Epoch(train) [268][ 700/2503] lr: 5.4900e-02 eta: 3:07:18 time: 0.1321 data_time: 0.0056 loss: 1.6109 03/10 04:01:39 - mmengine - INFO - Epoch(train) [268][ 800/2503] lr: 5.4832e-02 eta: 3:07:05 time: 0.1531 data_time: 0.0064 loss: 1.6189 03/10 04:01:53 - mmengine - INFO - Epoch(train) [268][ 900/2503] lr: 5.4765e-02 eta: 3:06:51 time: 0.1363 data_time: 0.0056 loss: 1.6766 03/10 04:02:07 - mmengine - INFO - Epoch(train) [268][1000/2503] lr: 5.4698e-02 eta: 3:06:37 time: 0.1163 data_time: 0.0059 loss: 1.6916 03/10 04:02:21 - mmengine - INFO - Epoch(train) [268][1100/2503] lr: 5.4631e-02 eta: 3:06:23 time: 0.1488 data_time: 0.0056 loss: 1.4508 03/10 04:02:35 - mmengine - INFO - Epoch(train) [268][1200/2503] lr: 5.4564e-02 eta: 3:06:10 time: 0.1151 data_time: 0.0073 loss: 1.7033 03/10 04:02:48 - mmengine - INFO - Epoch(train) [268][1300/2503] lr: 5.4497e-02 eta: 3:05:56 time: 0.1362 data_time: 0.0107 loss: 1.5795 03/10 04:03:02 - mmengine - INFO - Epoch(train) [268][1400/2503] lr: 5.4430e-02 eta: 3:05:42 time: 0.1459 data_time: 0.0056 loss: 1.7089 03/10 04:03:16 - mmengine - INFO - Epoch(train) [268][1500/2503] lr: 5.4363e-02 eta: 3:05:28 time: 0.1458 data_time: 0.0051 loss: 1.8021 03/10 04:03:29 - mmengine - INFO - Epoch(train) [268][1600/2503] lr: 5.4296e-02 eta: 3:05:15 time: 0.1477 data_time: 0.0056 loss: 1.7806 03/10 04:03:43 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:03:44 - mmengine - INFO - Epoch(train) [268][1700/2503] lr: 5.4229e-02 eta: 3:05:01 time: 0.1505 data_time: 0.0062 loss: 1.6589 03/10 04:03:58 - mmengine - INFO - Epoch(train) [268][1800/2503] lr: 5.4162e-02 eta: 3:04:47 time: 0.1714 data_time: 0.0054 loss: 1.5718 03/10 04:04:11 - mmengine - INFO - Epoch(train) [268][1900/2503] lr: 5.4095e-02 eta: 3:04:33 time: 0.1096 data_time: 0.0059 loss: 1.7443 03/10 04:04:25 - mmengine - INFO - Epoch(train) [268][2000/2503] lr: 5.4028e-02 eta: 3:04:20 time: 0.1144 data_time: 0.0059 loss: 1.7307 03/10 04:04:39 - mmengine - INFO - Epoch(train) [268][2100/2503] lr: 5.3961e-02 eta: 3:04:06 time: 0.1250 data_time: 0.0057 loss: 1.5430 03/10 04:04:53 - mmengine - INFO - Epoch(train) [268][2200/2503] lr: 5.3894e-02 eta: 3:03:52 time: 0.1397 data_time: 0.0064 loss: 1.6161 03/10 04:05:07 - mmengine - INFO - Epoch(train) [268][2300/2503] lr: 5.3827e-02 eta: 3:03:38 time: 0.1229 data_time: 0.0068 loss: 1.6372 03/10 04:05:21 - mmengine - INFO - Epoch(train) [268][2400/2503] lr: 5.3760e-02 eta: 3:03:25 time: 0.1309 data_time: 0.0052 loss: 1.7227 03/10 04:05:35 - mmengine - INFO - Epoch(train) [268][2500/2503] lr: 5.3693e-02 eta: 3:03:11 time: 0.1078 data_time: 0.0077 loss: 1.6855 03/10 04:05:35 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:05:35 - mmengine - INFO - Saving checkpoint at 268 epochs 03/10 04:06:01 - mmengine - INFO - Epoch(val) [268][98/98] accuracy/top1: 64.5480 accuracy/top5: 85.7200 03/10 04:06:16 - mmengine - INFO - Epoch(train) [269][ 100/2503] lr: 5.3624e-02 eta: 3:02:57 time: 0.1140 data_time: 0.0059 loss: 1.6498 03/10 04:06:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:06:30 - mmengine - INFO - Epoch(train) [269][ 200/2503] lr: 5.3557e-02 eta: 3:02:43 time: 0.1514 data_time: 0.0054 loss: 1.6637 03/10 04:06:44 - mmengine - INFO - Epoch(train) [269][ 300/2503] lr: 5.3490e-02 eta: 3:02:29 time: 0.1133 data_time: 0.0056 loss: 1.5574 03/10 04:06:58 - mmengine - INFO - Epoch(train) [269][ 400/2503] lr: 5.3423e-02 eta: 3:02:16 time: 0.1296 data_time: 0.0060 loss: 1.5711 03/10 04:07:12 - mmengine - INFO - Epoch(train) [269][ 500/2503] lr: 5.3356e-02 eta: 3:02:02 time: 0.1323 data_time: 0.0054 loss: 1.7420 03/10 04:07:26 - mmengine - INFO - Epoch(train) [269][ 600/2503] lr: 5.3289e-02 eta: 3:01:48 time: 0.1563 data_time: 0.0057 loss: 1.6660 03/10 04:07:39 - mmengine - INFO - Epoch(train) [269][ 700/2503] lr: 5.3222e-02 eta: 3:01:34 time: 0.1074 data_time: 0.0064 loss: 1.8296 03/10 04:07:54 - mmengine - INFO - Epoch(train) [269][ 800/2503] lr: 5.3155e-02 eta: 3:01:21 time: 0.1566 data_time: 0.0050 loss: 1.7942 03/10 04:08:07 - mmengine - INFO - Epoch(train) [269][ 900/2503] lr: 5.3088e-02 eta: 3:01:07 time: 0.1337 data_time: 0.0057 loss: 1.7048 03/10 04:08:21 - mmengine - INFO - Epoch(train) [269][1000/2503] lr: 5.3021e-02 eta: 3:00:53 time: 0.1144 data_time: 0.0056 loss: 1.5459 03/10 04:08:35 - mmengine - INFO - Epoch(train) [269][1100/2503] lr: 5.2954e-02 eta: 3:00:39 time: 0.1422 data_time: 0.0061 loss: 1.5184 03/10 04:08:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:08:49 - mmengine - INFO - Epoch(train) [269][1200/2503] lr: 5.2887e-02 eta: 3:00:26 time: 0.1066 data_time: 0.0062 loss: 1.7416 03/10 04:09:03 - mmengine - INFO - Epoch(train) [269][1300/2503] lr: 5.2819e-02 eta: 3:00:12 time: 0.1425 data_time: 0.0055 loss: 1.6513 03/10 04:09:16 - mmengine - INFO - Epoch(train) [269][1400/2503] lr: 5.2752e-02 eta: 2:59:58 time: 0.1428 data_time: 0.0057 loss: 1.6631 03/10 04:09:30 - mmengine - INFO - Epoch(train) [269][1500/2503] lr: 5.2685e-02 eta: 2:59:44 time: 0.1545 data_time: 0.0050 loss: 1.6800 03/10 04:09:44 - mmengine - INFO - Epoch(train) [269][1600/2503] lr: 5.2618e-02 eta: 2:59:31 time: 0.1402 data_time: 0.0059 loss: 1.6656 03/10 04:09:58 - mmengine - INFO - Epoch(train) [269][1700/2503] lr: 5.2551e-02 eta: 2:59:17 time: 0.1207 data_time: 0.0052 loss: 1.8014 03/10 04:10:12 - mmengine - INFO - Epoch(train) [269][1800/2503] lr: 5.2484e-02 eta: 2:59:03 time: 0.1561 data_time: 0.0330 loss: 1.5683 03/10 04:10:27 - mmengine - INFO - Epoch(train) [269][1900/2503] lr: 5.2417e-02 eta: 2:58:50 time: 0.1459 data_time: 0.0070 loss: 1.8132 03/10 04:10:40 - mmengine - INFO - Epoch(train) [269][2000/2503] lr: 5.2350e-02 eta: 2:58:36 time: 0.1242 data_time: 0.0056 loss: 1.6598 03/10 04:10:54 - mmengine - INFO - Epoch(train) [269][2100/2503] lr: 5.2283e-02 eta: 2:58:22 time: 0.1626 data_time: 0.0054 loss: 1.6933 03/10 04:11:07 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:11:08 - mmengine - INFO - Epoch(train) [269][2200/2503] lr: 5.2216e-02 eta: 2:58:08 time: 0.1278 data_time: 0.0056 loss: 1.6851 03/10 04:11:22 - mmengine - INFO - Epoch(train) [269][2300/2503] lr: 5.2149e-02 eta: 2:57:55 time: 0.1355 data_time: 0.0053 loss: 1.6842 03/10 04:11:36 - mmengine - INFO - Epoch(train) [269][2400/2503] lr: 5.2082e-02 eta: 2:57:41 time: 0.1102 data_time: 0.0056 loss: 1.7238 03/10 04:11:50 - mmengine - INFO - Epoch(train) [269][2500/2503] lr: 5.2015e-02 eta: 2:57:27 time: 0.1077 data_time: 0.0070 loss: 1.6342 03/10 04:11:50 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:11:50 - mmengine - INFO - Saving checkpoint at 269 epochs 03/10 04:12:16 - mmengine - INFO - Epoch(val) [269][98/98] accuracy/top1: 65.0140 accuracy/top5: 86.1680 03/10 04:12:32 - mmengine - INFO - Epoch(train) [270][ 100/2503] lr: 5.1946e-02 eta: 2:57:13 time: 0.1637 data_time: 0.0065 loss: 1.6529 03/10 04:12:46 - mmengine - INFO - Epoch(train) [270][ 200/2503] lr: 5.1879e-02 eta: 2:56:59 time: 0.1253 data_time: 0.0243 loss: 1.4788 03/10 04:13:00 - mmengine - INFO - Epoch(train) [270][ 300/2503] lr: 5.1812e-02 eta: 2:56:46 time: 0.1347 data_time: 0.0061 loss: 1.5576 03/10 04:13:14 - mmengine - INFO - Epoch(train) [270][ 400/2503] lr: 5.1745e-02 eta: 2:56:32 time: 0.1247 data_time: 0.0062 loss: 1.4915 03/10 04:13:29 - mmengine - INFO - Epoch(train) [270][ 500/2503] lr: 5.1678e-02 eta: 2:56:18 time: 0.1078 data_time: 0.0059 loss: 1.6360 03/10 04:13:42 - mmengine - INFO - Epoch(train) [270][ 600/2503] lr: 5.1611e-02 eta: 2:56:05 time: 0.1426 data_time: 0.0056 loss: 1.5935 03/10 04:13:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:13:57 - mmengine - INFO - Epoch(train) [270][ 700/2503] lr: 5.1544e-02 eta: 2:55:51 time: 0.1499 data_time: 0.0136 loss: 1.5368 03/10 04:14:11 - mmengine - INFO - Epoch(train) [270][ 800/2503] lr: 5.1477e-02 eta: 2:55:37 time: 0.1560 data_time: 0.0056 loss: 1.6058 03/10 04:14:25 - mmengine - INFO - Epoch(train) [270][ 900/2503] lr: 5.1410e-02 eta: 2:55:23 time: 0.1337 data_time: 0.0064 loss: 1.5029 03/10 04:14:38 - mmengine - INFO - Epoch(train) [270][1000/2503] lr: 5.1343e-02 eta: 2:55:10 time: 0.1353 data_time: 0.0057 loss: 1.6128 03/10 04:14:52 - mmengine - INFO - Epoch(train) [270][1100/2503] lr: 5.1276e-02 eta: 2:54:56 time: 0.1339 data_time: 0.0305 loss: 1.5908 03/10 04:15:06 - mmengine - INFO - Epoch(train) [270][1200/2503] lr: 5.1209e-02 eta: 2:54:42 time: 0.1479 data_time: 0.0060 loss: 1.5765 03/10 04:15:20 - mmengine - INFO - Epoch(train) [270][1300/2503] lr: 5.1142e-02 eta: 2:54:28 time: 0.1163 data_time: 0.0122 loss: 1.5862 03/10 04:15:34 - mmengine - INFO - Epoch(train) [270][1400/2503] lr: 5.1075e-02 eta: 2:54:15 time: 0.1542 data_time: 0.0054 loss: 1.5845 03/10 04:15:48 - mmengine - INFO - Epoch(train) [270][1500/2503] lr: 5.1008e-02 eta: 2:54:01 time: 0.1181 data_time: 0.0163 loss: 1.4743 03/10 04:16:03 - mmengine - INFO - Epoch(train) [270][1600/2503] lr: 5.0941e-02 eta: 2:53:47 time: 0.1593 data_time: 0.0057 loss: 1.6377 03/10 04:16:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:16:17 - mmengine - INFO - Epoch(train) [270][1700/2503] lr: 5.0874e-02 eta: 2:53:34 time: 0.1361 data_time: 0.0262 loss: 1.6446 03/10 04:16:31 - mmengine - INFO - Epoch(train) [270][1800/2503] lr: 5.0806e-02 eta: 2:53:20 time: 0.1613 data_time: 0.0064 loss: 1.7065 03/10 04:16:44 - mmengine - INFO - Epoch(train) [270][1900/2503] lr: 5.0739e-02 eta: 2:53:06 time: 0.1164 data_time: 0.0059 loss: 1.6864 03/10 04:16:58 - mmengine - INFO - Epoch(train) [270][2000/2503] lr: 5.0672e-02 eta: 2:52:52 time: 0.1269 data_time: 0.0055 loss: 1.6022 03/10 04:17:12 - mmengine - INFO - Epoch(train) [270][2100/2503] lr: 5.0605e-02 eta: 2:52:39 time: 0.1099 data_time: 0.0058 loss: 1.6373 03/10 04:17:26 - mmengine - INFO - Epoch(train) [270][2200/2503] lr: 5.0538e-02 eta: 2:52:25 time: 0.1484 data_time: 0.0055 loss: 1.6925 03/10 04:17:39 - mmengine - INFO - Epoch(train) [270][2300/2503] lr: 5.0471e-02 eta: 2:52:11 time: 0.1138 data_time: 0.0057 loss: 1.7078 03/10 04:17:54 - mmengine - INFO - Epoch(train) [270][2400/2503] lr: 5.0404e-02 eta: 2:51:57 time: 0.1392 data_time: 0.0056 loss: 1.6973 03/10 04:18:07 - mmengine - INFO - Epoch(train) [270][2500/2503] lr: 5.0337e-02 eta: 2:51:44 time: 0.1332 data_time: 0.0082 loss: 1.6274 03/10 04:18:08 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:18:08 - mmengine - INFO - Saving checkpoint at 270 epochs 03/10 04:18:35 - mmengine - INFO - Epoch(val) [270][98/98] accuracy/top1: 64.9340 accuracy/top5: 86.1920 03/10 04:18:50 - mmengine - INFO - Epoch(train) [271][ 100/2503] lr: 5.0268e-02 eta: 2:51:30 time: 0.1273 data_time: 0.0066 loss: 1.6182 03/10 04:19:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:19:04 - mmengine - INFO - Epoch(train) [271][ 200/2503] lr: 5.0201e-02 eta: 2:51:16 time: 0.1188 data_time: 0.0065 loss: 1.4993 03/10 04:19:18 - mmengine - INFO - Epoch(train) [271][ 300/2503] lr: 5.0134e-02 eta: 2:51:02 time: 0.1398 data_time: 0.0062 loss: 1.5771 03/10 04:19:32 - mmengine - INFO - Epoch(train) [271][ 400/2503] lr: 5.0067e-02 eta: 2:50:48 time: 0.1543 data_time: 0.0564 loss: 1.5678 03/10 04:19:46 - mmengine - INFO - Epoch(train) [271][ 500/2503] lr: 5.0000e-02 eta: 2:50:35 time: 0.1422 data_time: 0.0059 loss: 1.6357 03/10 04:20:00 - mmengine - INFO - Epoch(train) [271][ 600/2503] lr: 4.9933e-02 eta: 2:50:21 time: 0.1478 data_time: 0.0056 loss: 1.6063 03/10 04:20:15 - mmengine - INFO - Epoch(train) [271][ 700/2503] lr: 4.9866e-02 eta: 2:50:07 time: 0.1662 data_time: 0.0070 loss: 1.7297 03/10 04:20:29 - mmengine - INFO - Epoch(train) [271][ 800/2503] lr: 4.9799e-02 eta: 2:49:54 time: 0.1382 data_time: 0.0052 loss: 1.5555 03/10 04:20:43 - mmengine - INFO - Epoch(train) [271][ 900/2503] lr: 4.9732e-02 eta: 2:49:40 time: 0.1582 data_time: 0.0053 loss: 1.6861 03/10 04:20:57 - mmengine - INFO - Epoch(train) [271][1000/2503] lr: 4.9665e-02 eta: 2:49:26 time: 0.1300 data_time: 0.0070 loss: 1.5234 03/10 04:21:10 - mmengine - INFO - Epoch(train) [271][1100/2503] lr: 4.9598e-02 eta: 2:49:12 time: 0.1400 data_time: 0.0052 loss: 1.6036 03/10 04:21:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:21:24 - mmengine - INFO - Epoch(train) [271][1200/2503] lr: 4.9531e-02 eta: 2:48:59 time: 0.1609 data_time: 0.0583 loss: 1.6458 03/10 04:21:38 - mmengine - INFO - Epoch(train) [271][1300/2503] lr: 4.9464e-02 eta: 2:48:45 time: 0.1765 data_time: 0.0057 loss: 1.6614 03/10 04:21:52 - mmengine - INFO - Epoch(train) [271][1400/2503] lr: 4.9397e-02 eta: 2:48:31 time: 0.1346 data_time: 0.0052 loss: 1.7550 03/10 04:22:06 - mmengine - INFO - Epoch(train) [271][1500/2503] lr: 4.9330e-02 eta: 2:48:17 time: 0.1056 data_time: 0.0062 loss: 1.5015 03/10 04:22:20 - mmengine - INFO - Epoch(train) [271][1600/2503] lr: 4.9263e-02 eta: 2:48:04 time: 0.1114 data_time: 0.0053 loss: 1.6507 03/10 04:22:34 - mmengine - INFO - Epoch(train) [271][1700/2503] lr: 4.9196e-02 eta: 2:47:50 time: 0.1132 data_time: 0.0059 loss: 1.6755 03/10 04:22:48 - mmengine - INFO - Epoch(train) [271][1800/2503] lr: 4.9129e-02 eta: 2:47:36 time: 0.1602 data_time: 0.0058 loss: 1.6338 03/10 04:23:02 - mmengine - INFO - Epoch(train) [271][1900/2503] lr: 4.9062e-02 eta: 2:47:23 time: 0.1320 data_time: 0.0058 loss: 1.5364 03/10 04:23:16 - mmengine - INFO - Epoch(train) [271][2000/2503] lr: 4.8995e-02 eta: 2:47:09 time: 0.1468 data_time: 0.0052 loss: 1.8204 03/10 04:23:29 - mmengine - INFO - Epoch(train) [271][2100/2503] lr: 4.8928e-02 eta: 2:46:55 time: 0.1431 data_time: 0.0057 loss: 1.6436 03/10 04:23:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:23:43 - mmengine - INFO - Epoch(train) [271][2200/2503] lr: 4.8861e-02 eta: 2:46:41 time: 0.1385 data_time: 0.0067 loss: 1.5811 03/10 04:23:56 - mmengine - INFO - Epoch(train) [271][2300/2503] lr: 4.8793e-02 eta: 2:46:27 time: 0.1278 data_time: 0.0293 loss: 1.5478 03/10 04:24:10 - mmengine - INFO - Epoch(train) [271][2400/2503] lr: 4.8726e-02 eta: 2:46:14 time: 0.1335 data_time: 0.0056 loss: 1.7415 03/10 04:24:24 - mmengine - INFO - Epoch(train) [271][2500/2503] lr: 4.8659e-02 eta: 2:46:00 time: 0.1162 data_time: 0.0193 loss: 1.7197 03/10 04:24:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:24:24 - mmengine - INFO - Saving checkpoint at 271 epochs 03/10 04:24:51 - mmengine - INFO - Epoch(val) [271][98/98] accuracy/top1: 65.0580 accuracy/top5: 86.0220 03/10 04:25:06 - mmengine - INFO - Epoch(train) [272][ 100/2503] lr: 4.8590e-02 eta: 2:45:46 time: 0.1103 data_time: 0.0052 loss: 1.7054 03/10 04:25:20 - mmengine - INFO - Epoch(train) [272][ 200/2503] lr: 4.8523e-02 eta: 2:45:32 time: 0.1145 data_time: 0.0059 loss: 1.6892 03/10 04:25:34 - mmengine - INFO - Epoch(train) [272][ 300/2503] lr: 4.8456e-02 eta: 2:45:18 time: 0.1259 data_time: 0.0054 loss: 1.6950 03/10 04:25:48 - mmengine - INFO - Epoch(train) [272][ 400/2503] lr: 4.8389e-02 eta: 2:45:05 time: 0.1447 data_time: 0.0052 loss: 1.5841 03/10 04:26:02 - mmengine - INFO - Epoch(train) [272][ 500/2503] lr: 4.8322e-02 eta: 2:44:51 time: 0.1167 data_time: 0.0154 loss: 1.7283 03/10 04:26:16 - mmengine - INFO - Epoch(train) [272][ 600/2503] lr: 4.8255e-02 eta: 2:44:37 time: 0.1209 data_time: 0.0166 loss: 1.6854 03/10 04:26:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:26:30 - mmengine - INFO - Epoch(train) [272][ 700/2503] lr: 4.8188e-02 eta: 2:44:24 time: 0.1374 data_time: 0.0054 loss: 1.4398 03/10 04:26:44 - mmengine - INFO - Epoch(train) [272][ 800/2503] lr: 4.8121e-02 eta: 2:44:10 time: 0.1419 data_time: 0.0055 loss: 1.4671 03/10 04:26:58 - mmengine - INFO - Epoch(train) [272][ 900/2503] lr: 4.8054e-02 eta: 2:43:56 time: 0.1411 data_time: 0.0055 loss: 1.4978 03/10 04:27:12 - mmengine - INFO - Epoch(train) [272][1000/2503] lr: 4.7987e-02 eta: 2:43:42 time: 0.1146 data_time: 0.0064 loss: 1.5162 03/10 04:27:26 - mmengine - INFO - Epoch(train) [272][1100/2503] lr: 4.7920e-02 eta: 2:43:29 time: 0.1262 data_time: 0.0054 loss: 1.6203 03/10 04:27:39 - mmengine - INFO - Epoch(train) [272][1200/2503] lr: 4.7853e-02 eta: 2:43:15 time: 0.1430 data_time: 0.0059 loss: 1.7584 03/10 04:27:53 - mmengine - INFO - Epoch(train) [272][1300/2503] lr: 4.7786e-02 eta: 2:43:01 time: 0.1215 data_time: 0.0065 loss: 1.6057 03/10 04:28:07 - mmengine - INFO - Epoch(train) [272][1400/2503] lr: 4.7719e-02 eta: 2:42:47 time: 0.1199 data_time: 0.0059 loss: 1.5529 03/10 04:28:21 - mmengine - INFO - Epoch(train) [272][1500/2503] lr: 4.7652e-02 eta: 2:42:34 time: 0.1271 data_time: 0.0067 loss: 1.5769 03/10 04:28:35 - mmengine - INFO - Epoch(train) [272][1600/2503] lr: 4.7585e-02 eta: 2:42:20 time: 0.1314 data_time: 0.0055 loss: 1.5911 03/10 04:28:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:28:48 - mmengine - INFO - Epoch(train) [272][1700/2503] lr: 4.7518e-02 eta: 2:42:06 time: 0.1392 data_time: 0.0053 loss: 1.6708 03/10 04:29:03 - mmengine - INFO - Epoch(train) [272][1800/2503] lr: 4.7451e-02 eta: 2:41:52 time: 0.1443 data_time: 0.0064 loss: 1.6551 03/10 04:29:16 - mmengine - INFO - Epoch(train) [272][1900/2503] lr: 4.7384e-02 eta: 2:41:39 time: 0.1384 data_time: 0.0056 loss: 1.4546 03/10 04:29:30 - mmengine - INFO - Epoch(train) [272][2000/2503] lr: 4.7317e-02 eta: 2:41:25 time: 0.1314 data_time: 0.0060 loss: 1.5928 03/10 04:29:44 - mmengine - INFO - Epoch(train) [272][2100/2503] lr: 4.7250e-02 eta: 2:41:11 time: 0.1233 data_time: 0.0065 loss: 1.5364 03/10 04:29:57 - mmengine - INFO - Epoch(train) [272][2200/2503] lr: 4.7183e-02 eta: 2:40:57 time: 0.1339 data_time: 0.0062 loss: 1.6472 03/10 04:30:11 - mmengine - INFO - Epoch(train) [272][2300/2503] lr: 4.7116e-02 eta: 2:40:44 time: 0.1399 data_time: 0.0060 loss: 1.5101 03/10 04:30:25 - mmengine - INFO - Epoch(train) [272][2400/2503] lr: 4.7049e-02 eta: 2:40:30 time: 0.1276 data_time: 0.0058 loss: 1.6412 03/10 04:30:39 - mmengine - INFO - Epoch(train) [272][2500/2503] lr: 4.6982e-02 eta: 2:40:16 time: 0.1254 data_time: 0.0069 loss: 1.7080 03/10 04:30:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:30:39 - mmengine - INFO - Saving checkpoint at 272 epochs 03/10 04:31:05 - mmengine - INFO - Epoch(val) [272][98/98] accuracy/top1: 64.7300 accuracy/top5: 86.1380 03/10 04:31:21 - mmengine - INFO - Epoch(train) [273][ 100/2503] lr: 4.6913e-02 eta: 2:40:02 time: 0.1135 data_time: 0.0141 loss: 1.6173 03/10 04:31:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:31:34 - mmengine - INFO - Epoch(train) [273][ 200/2503] lr: 4.6845e-02 eta: 2:39:48 time: 0.1350 data_time: 0.0066 loss: 1.4626 03/10 04:31:48 - mmengine - INFO - Epoch(train) [273][ 300/2503] lr: 4.6778e-02 eta: 2:39:35 time: 0.1312 data_time: 0.0061 loss: 1.4924 03/10 04:32:02 - mmengine - INFO - Epoch(train) [273][ 400/2503] lr: 4.6711e-02 eta: 2:39:21 time: 0.1386 data_time: 0.0051 loss: 1.5493 03/10 04:32:16 - mmengine - INFO - Epoch(train) [273][ 500/2503] lr: 4.6644e-02 eta: 2:39:07 time: 0.1491 data_time: 0.0056 loss: 1.6298 03/10 04:32:30 - mmengine - INFO - Epoch(train) [273][ 600/2503] lr: 4.6577e-02 eta: 2:38:53 time: 0.1444 data_time: 0.0181 loss: 1.5965 03/10 04:32:44 - mmengine - INFO - Epoch(train) [273][ 700/2503] lr: 4.6510e-02 eta: 2:38:40 time: 0.1637 data_time: 0.0055 loss: 1.6538 03/10 04:32:57 - mmengine - INFO - Epoch(train) [273][ 800/2503] lr: 4.6443e-02 eta: 2:38:26 time: 0.1123 data_time: 0.0063 loss: 1.6109 03/10 04:33:11 - mmengine - INFO - Epoch(train) [273][ 900/2503] lr: 4.6376e-02 eta: 2:38:12 time: 0.1209 data_time: 0.0058 loss: 1.6080 03/10 04:33:26 - mmengine - INFO - Epoch(train) [273][1000/2503] lr: 4.6309e-02 eta: 2:37:58 time: 0.1439 data_time: 0.0056 loss: 1.6546 03/10 04:33:40 - mmengine - INFO - Epoch(train) [273][1100/2503] lr: 4.6242e-02 eta: 2:37:45 time: 0.1599 data_time: 0.0054 loss: 1.7218 03/10 04:33:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:33:53 - mmengine - INFO - Epoch(train) [273][1200/2503] lr: 4.6175e-02 eta: 2:37:31 time: 0.1465 data_time: 0.0060 loss: 1.8018 03/10 04:34:07 - mmengine - INFO - Epoch(train) [273][1300/2503] lr: 4.6108e-02 eta: 2:37:17 time: 0.1358 data_time: 0.0057 loss: 1.5146 03/10 04:34:21 - mmengine - INFO - Epoch(train) [273][1400/2503] lr: 4.6041e-02 eta: 2:37:03 time: 0.1469 data_time: 0.0062 loss: 1.6096 03/10 04:34:34 - mmengine - INFO - Epoch(train) [273][1500/2503] lr: 4.5974e-02 eta: 2:36:50 time: 0.1319 data_time: 0.0054 loss: 1.5706 03/10 04:34:48 - mmengine - INFO - Epoch(train) [273][1600/2503] lr: 4.5907e-02 eta: 2:36:36 time: 0.1422 data_time: 0.0063 loss: 1.4810 03/10 04:35:02 - mmengine - INFO - Epoch(train) [273][1700/2503] lr: 4.5840e-02 eta: 2:36:22 time: 0.1312 data_time: 0.0051 loss: 1.7051 03/10 04:35:17 - mmengine - INFO - Epoch(train) [273][1800/2503] lr: 4.5773e-02 eta: 2:36:09 time: 0.1083 data_time: 0.0054 loss: 1.5815 03/10 04:35:31 - mmengine - INFO - Epoch(train) [273][1900/2503] lr: 4.5706e-02 eta: 2:35:55 time: 0.1278 data_time: 0.0057 loss: 1.5432 03/10 04:35:45 - mmengine - INFO - Epoch(train) [273][2000/2503] lr: 4.5639e-02 eta: 2:35:41 time: 0.1399 data_time: 0.0062 loss: 1.7029 03/10 04:35:59 - mmengine - INFO - Epoch(train) [273][2100/2503] lr: 4.5572e-02 eta: 2:35:27 time: 0.1526 data_time: 0.0060 loss: 1.4730 03/10 04:36:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:36:12 - mmengine - INFO - Epoch(train) [273][2200/2503] lr: 4.5505e-02 eta: 2:35:14 time: 0.1168 data_time: 0.0058 loss: 1.4769 03/10 04:36:27 - mmengine - INFO - Epoch(train) [273][2300/2503] lr: 4.5438e-02 eta: 2:35:00 time: 0.1550 data_time: 0.0568 loss: 1.6861 03/10 04:36:40 - mmengine - INFO - Epoch(train) [273][2400/2503] lr: 4.5371e-02 eta: 2:34:46 time: 0.1302 data_time: 0.0058 loss: 1.6136 03/10 04:36:54 - mmengine - INFO - Epoch(train) [273][2500/2503] lr: 4.5304e-02 eta: 2:34:32 time: 0.1244 data_time: 0.0068 loss: 1.6384 03/10 04:36:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:36:55 - mmengine - INFO - Saving checkpoint at 273 epochs 03/10 04:37:22 - mmengine - INFO - Epoch(val) [273][98/98] accuracy/top1: 65.2380 accuracy/top5: 86.2740 03/10 04:37:37 - mmengine - INFO - Epoch(train) [274][ 100/2503] lr: 4.5235e-02 eta: 2:34:18 time: 0.1234 data_time: 0.0062 loss: 1.5558 03/10 04:37:51 - mmengine - INFO - Epoch(train) [274][ 200/2503] lr: 4.5168e-02 eta: 2:34:05 time: 0.1379 data_time: 0.0067 loss: 1.4547 03/10 04:38:05 - mmengine - INFO - Epoch(train) [274][ 300/2503] lr: 4.5101e-02 eta: 2:33:51 time: 0.1426 data_time: 0.0058 loss: 1.5845 03/10 04:38:19 - mmengine - INFO - Epoch(train) [274][ 400/2503] lr: 4.5034e-02 eta: 2:33:37 time: 0.1453 data_time: 0.0123 loss: 1.5843 03/10 04:38:33 - mmengine - INFO - Epoch(train) [274][ 500/2503] lr: 4.4967e-02 eta: 2:33:23 time: 0.1423 data_time: 0.0057 loss: 1.8379 03/10 04:38:47 - mmengine - INFO - Epoch(train) [274][ 600/2503] lr: 4.4900e-02 eta: 2:33:10 time: 0.1097 data_time: 0.0074 loss: 1.7074 03/10 04:38:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:39:01 - mmengine - INFO - Epoch(train) [274][ 700/2503] lr: 4.4832e-02 eta: 2:32:56 time: 0.1393 data_time: 0.0160 loss: 1.5535 03/10 04:39:15 - mmengine - INFO - Epoch(train) [274][ 800/2503] lr: 4.4765e-02 eta: 2:32:42 time: 0.1062 data_time: 0.0065 loss: 1.5369 03/10 04:39:30 - mmengine - INFO - Epoch(train) [274][ 900/2503] lr: 4.4698e-02 eta: 2:32:29 time: 0.1478 data_time: 0.0058 loss: 1.5837 03/10 04:39:44 - mmengine - INFO - Epoch(train) [274][1000/2503] lr: 4.4631e-02 eta: 2:32:15 time: 0.1127 data_time: 0.0059 loss: 1.5445 03/10 04:39:57 - mmengine - INFO - Epoch(train) [274][1100/2503] lr: 4.4564e-02 eta: 2:32:01 time: 0.1213 data_time: 0.0058 loss: 1.5432 03/10 04:40:11 - mmengine - INFO - Epoch(train) [274][1200/2503] lr: 4.4497e-02 eta: 2:31:47 time: 0.1579 data_time: 0.0060 loss: 1.8577 03/10 04:40:25 - mmengine - INFO - Epoch(train) [274][1300/2503] lr: 4.4430e-02 eta: 2:31:34 time: 0.1196 data_time: 0.0057 loss: 1.7808 03/10 04:40:40 - mmengine - INFO - Epoch(train) [274][1400/2503] lr: 4.4363e-02 eta: 2:31:20 time: 0.1099 data_time: 0.0057 loss: 1.6578 03/10 04:40:54 - mmengine - INFO - Epoch(train) [274][1500/2503] lr: 4.4296e-02 eta: 2:31:06 time: 0.1674 data_time: 0.0643 loss: 1.6653 03/10 04:41:07 - mmengine - INFO - Epoch(train) [274][1600/2503] lr: 4.4229e-02 eta: 2:30:53 time: 0.1099 data_time: 0.0059 loss: 1.4607 03/10 04:41:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:41:22 - mmengine - INFO - Epoch(train) [274][1700/2503] lr: 4.4162e-02 eta: 2:30:39 time: 0.1187 data_time: 0.0052 loss: 1.4592 03/10 04:41:36 - mmengine - INFO - Epoch(train) [274][1800/2503] lr: 4.4095e-02 eta: 2:30:25 time: 0.1396 data_time: 0.0057 loss: 1.5122 03/10 04:41:49 - mmengine - INFO - Epoch(train) [274][1900/2503] lr: 4.4028e-02 eta: 2:30:11 time: 0.1368 data_time: 0.0057 loss: 1.6565 03/10 04:42:03 - mmengine - INFO - Epoch(train) [274][2000/2503] lr: 4.3961e-02 eta: 2:29:58 time: 0.1132 data_time: 0.0065 loss: 1.6305 03/10 04:42:17 - mmengine - INFO - Epoch(train) [274][2100/2503] lr: 4.3894e-02 eta: 2:29:44 time: 0.1407 data_time: 0.0122 loss: 1.6093 03/10 04:42:30 - mmengine - INFO - Epoch(train) [274][2200/2503] lr: 4.3827e-02 eta: 2:29:30 time: 0.1357 data_time: 0.0059 loss: 1.6110 03/10 04:42:44 - mmengine - INFO - Epoch(train) [274][2300/2503] lr: 4.3760e-02 eta: 2:29:16 time: 0.1232 data_time: 0.0059 loss: 1.7268 03/10 04:42:58 - mmengine - INFO - Epoch(train) [274][2400/2503] lr: 4.3693e-02 eta: 2:29:03 time: 0.1278 data_time: 0.0056 loss: 1.4724 03/10 04:43:12 - mmengine - INFO - Epoch(train) [274][2500/2503] lr: 4.3626e-02 eta: 2:28:49 time: 0.1230 data_time: 0.0066 loss: 1.6859 03/10 04:43:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:43:13 - mmengine - INFO - Saving checkpoint at 274 epochs 03/10 04:43:40 - mmengine - INFO - Epoch(val) [274][98/98] accuracy/top1: 65.4640 accuracy/top5: 86.4460 03/10 04:43:55 - mmengine - INFO - Epoch(train) [275][ 100/2503] lr: 4.3557e-02 eta: 2:28:35 time: 0.1683 data_time: 0.0347 loss: 1.4874 03/10 04:44:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:44:09 - mmengine - INFO - Epoch(train) [275][ 200/2503] lr: 4.3490e-02 eta: 2:28:21 time: 0.1141 data_time: 0.0058 loss: 1.5829 03/10 04:44:24 - mmengine - INFO - Epoch(train) [275][ 300/2503] lr: 4.3423e-02 eta: 2:28:07 time: 0.1505 data_time: 0.0057 loss: 1.7156 03/10 04:44:37 - mmengine - INFO - Epoch(train) [275][ 400/2503] lr: 4.3356e-02 eta: 2:27:54 time: 0.1502 data_time: 0.0059 loss: 1.5271 03/10 04:44:51 - mmengine - INFO - Epoch(train) [275][ 500/2503] lr: 4.3289e-02 eta: 2:27:40 time: 0.1569 data_time: 0.0056 loss: 1.4906 03/10 04:45:05 - mmengine - INFO - Epoch(train) [275][ 600/2503] lr: 4.3222e-02 eta: 2:27:26 time: 0.1499 data_time: 0.0063 loss: 1.6147 03/10 04:45:19 - mmengine - INFO - Epoch(train) [275][ 700/2503] lr: 4.3155e-02 eta: 2:27:13 time: 0.1396 data_time: 0.0066 loss: 1.7114 03/10 04:45:33 - mmengine - INFO - Epoch(train) [275][ 800/2503] lr: 4.3088e-02 eta: 2:26:59 time: 0.1339 data_time: 0.0056 loss: 1.6340 03/10 04:45:47 - mmengine - INFO - Epoch(train) [275][ 900/2503] lr: 4.3021e-02 eta: 2:26:45 time: 0.1502 data_time: 0.0054 loss: 1.6532 03/10 04:46:00 - mmengine - INFO - Epoch(train) [275][1000/2503] lr: 4.2954e-02 eta: 2:26:31 time: 0.1118 data_time: 0.0059 loss: 1.4814 03/10 04:46:14 - mmengine - INFO - Epoch(train) [275][1100/2503] lr: 4.2887e-02 eta: 2:26:18 time: 0.1584 data_time: 0.0173 loss: 1.5484 03/10 04:46:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:46:29 - mmengine - INFO - Epoch(train) [275][1200/2503] lr: 4.2819e-02 eta: 2:26:04 time: 0.1731 data_time: 0.0052 loss: 1.7501 03/10 04:46:42 - mmengine - INFO - Epoch(train) [275][1300/2503] lr: 4.2752e-02 eta: 2:25:50 time: 0.1585 data_time: 0.0054 loss: 1.5068 03/10 04:46:56 - mmengine - INFO - Epoch(train) [275][1400/2503] lr: 4.2685e-02 eta: 2:25:36 time: 0.1473 data_time: 0.0066 loss: 1.7086 03/10 04:47:10 - mmengine - INFO - Epoch(train) [275][1500/2503] lr: 4.2618e-02 eta: 2:25:23 time: 0.1296 data_time: 0.0256 loss: 1.6717 03/10 04:47:24 - mmengine - INFO - Epoch(train) [275][1600/2503] lr: 4.2551e-02 eta: 2:25:09 time: 0.1382 data_time: 0.0058 loss: 1.5181 03/10 04:47:38 - mmengine - INFO - Epoch(train) [275][1700/2503] lr: 4.2484e-02 eta: 2:24:55 time: 0.1278 data_time: 0.0060 loss: 1.6941 03/10 04:47:52 - mmengine - INFO - Epoch(train) [275][1800/2503] lr: 4.2417e-02 eta: 2:24:41 time: 0.1385 data_time: 0.0056 loss: 1.5726 03/10 04:48:06 - mmengine - INFO - Epoch(train) [275][1900/2503] lr: 4.2350e-02 eta: 2:24:28 time: 0.1480 data_time: 0.0054 loss: 1.5679 03/10 04:48:20 - mmengine - INFO - Epoch(train) [275][2000/2503] lr: 4.2283e-02 eta: 2:24:14 time: 0.1482 data_time: 0.0065 loss: 1.6022 03/10 04:48:34 - mmengine - INFO - Epoch(train) [275][2100/2503] lr: 4.2216e-02 eta: 2:24:00 time: 0.1271 data_time: 0.0062 loss: 1.6809 03/10 04:48:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:48:47 - mmengine - INFO - Epoch(train) [275][2200/2503] lr: 4.2149e-02 eta: 2:23:47 time: 0.1348 data_time: 0.0055 loss: 1.6667 03/10 04:49:01 - mmengine - INFO - Epoch(train) [275][2300/2503] lr: 4.2082e-02 eta: 2:23:33 time: 0.1455 data_time: 0.0053 loss: 1.5786 03/10 04:49:15 - mmengine - INFO - Epoch(train) [275][2400/2503] lr: 4.2015e-02 eta: 2:23:19 time: 0.1669 data_time: 0.0058 loss: 1.5819 03/10 04:49:29 - mmengine - INFO - Epoch(train) [275][2500/2503] lr: 4.1948e-02 eta: 2:23:05 time: 0.1149 data_time: 0.0069 loss: 1.7068 03/10 04:49:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:49:29 - mmengine - INFO - Saving checkpoint at 275 epochs 03/10 04:49:56 - mmengine - INFO - Epoch(val) [275][98/98] accuracy/top1: 65.7900 accuracy/top5: 86.5960 03/10 04:50:12 - mmengine - INFO - Epoch(train) [276][ 100/2503] lr: 4.1879e-02 eta: 2:22:51 time: 0.1847 data_time: 0.0063 loss: 1.5648 03/10 04:50:26 - mmengine - INFO - Epoch(train) [276][ 200/2503] lr: 4.1812e-02 eta: 2:22:38 time: 0.1877 data_time: 0.0065 loss: 1.5863 03/10 04:50:39 - mmengine - INFO - Epoch(train) [276][ 300/2503] lr: 4.1745e-02 eta: 2:22:24 time: 0.1425 data_time: 0.0055 loss: 1.8054 03/10 04:50:54 - mmengine - INFO - Epoch(train) [276][ 400/2503] lr: 4.1678e-02 eta: 2:22:10 time: 0.1634 data_time: 0.0060 loss: 1.5360 03/10 04:51:07 - mmengine - INFO - Epoch(train) [276][ 500/2503] lr: 4.1611e-02 eta: 2:21:56 time: 0.1523 data_time: 0.0059 loss: 1.6546 03/10 04:51:21 - mmengine - INFO - Epoch(train) [276][ 600/2503] lr: 4.1544e-02 eta: 2:21:43 time: 0.1267 data_time: 0.0063 loss: 1.6695 03/10 04:51:32 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:51:35 - mmengine - INFO - Epoch(train) [276][ 700/2503] lr: 4.1477e-02 eta: 2:21:29 time: 0.1351 data_time: 0.0266 loss: 1.5685 03/10 04:51:49 - mmengine - INFO - Epoch(train) [276][ 800/2503] lr: 4.1410e-02 eta: 2:21:15 time: 0.1176 data_time: 0.0056 loss: 1.5784 03/10 04:52:04 - mmengine - INFO - Epoch(train) [276][ 900/2503] lr: 4.1343e-02 eta: 2:21:02 time: 0.1106 data_time: 0.0061 loss: 1.5646 03/10 04:52:17 - mmengine - INFO - Epoch(train) [276][1000/2503] lr: 4.1276e-02 eta: 2:20:48 time: 0.1211 data_time: 0.0069 loss: 1.6616 03/10 04:52:31 - mmengine - INFO - Epoch(train) [276][1100/2503] lr: 4.1209e-02 eta: 2:20:34 time: 0.1239 data_time: 0.0056 loss: 1.5252 03/10 04:52:45 - mmengine - INFO - Epoch(train) [276][1200/2503] lr: 4.1142e-02 eta: 2:20:20 time: 0.1516 data_time: 0.0061 loss: 1.5789 03/10 04:52:59 - mmengine - INFO - Epoch(train) [276][1300/2503] lr: 4.1075e-02 eta: 2:20:07 time: 0.1472 data_time: 0.0061 loss: 1.5577 03/10 04:53:12 - mmengine - INFO - Epoch(train) [276][1400/2503] lr: 4.1008e-02 eta: 2:19:53 time: 0.1176 data_time: 0.0058 loss: 1.6102 03/10 04:53:27 - mmengine - INFO - Epoch(train) [276][1500/2503] lr: 4.0941e-02 eta: 2:19:39 time: 0.1262 data_time: 0.0062 loss: 1.5389 03/10 04:53:40 - mmengine - INFO - Epoch(train) [276][1600/2503] lr: 4.0873e-02 eta: 2:19:25 time: 0.1290 data_time: 0.0065 loss: 1.7087 03/10 04:53:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:53:54 - mmengine - INFO - Epoch(train) [276][1700/2503] lr: 4.0806e-02 eta: 2:19:12 time: 0.1499 data_time: 0.0160 loss: 1.7206 03/10 04:54:08 - mmengine - INFO - Epoch(train) [276][1800/2503] lr: 4.0739e-02 eta: 2:18:58 time: 0.1312 data_time: 0.0062 loss: 1.5996 03/10 04:54:22 - mmengine - INFO - Epoch(train) [276][1900/2503] lr: 4.0672e-02 eta: 2:18:44 time: 0.1414 data_time: 0.0058 loss: 1.4735 03/10 04:54:36 - mmengine - INFO - Epoch(train) [276][2000/2503] lr: 4.0605e-02 eta: 2:18:30 time: 0.1196 data_time: 0.0055 loss: 1.5715 03/10 04:54:49 - mmengine - INFO - Epoch(train) [276][2100/2503] lr: 4.0538e-02 eta: 2:18:17 time: 0.1275 data_time: 0.0061 loss: 1.5629 03/10 04:55:03 - mmengine - INFO - Epoch(train) [276][2200/2503] lr: 4.0471e-02 eta: 2:18:03 time: 0.1291 data_time: 0.0057 loss: 1.6051 03/10 04:55:17 - mmengine - INFO - Epoch(train) [276][2300/2503] lr: 4.0404e-02 eta: 2:17:49 time: 0.1424 data_time: 0.0408 loss: 1.4739 03/10 04:55:31 - mmengine - INFO - Epoch(train) [276][2400/2503] lr: 4.0337e-02 eta: 2:17:35 time: 0.1283 data_time: 0.0057 loss: 1.5559 03/10 04:55:45 - mmengine - INFO - Epoch(train) [276][2500/2503] lr: 4.0270e-02 eta: 2:17:22 time: 0.1172 data_time: 0.0061 loss: 1.6002 03/10 04:55:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:55:45 - mmengine - INFO - Saving checkpoint at 276 epochs 03/10 04:56:12 - mmengine - INFO - Epoch(val) [276][98/98] accuracy/top1: 65.7620 accuracy/top5: 86.8160 03/10 04:56:27 - mmengine - INFO - Epoch(train) [277][ 100/2503] lr: 4.0201e-02 eta: 2:17:08 time: 0.1336 data_time: 0.0056 loss: 1.5343 03/10 04:56:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:56:41 - mmengine - INFO - Epoch(train) [277][ 200/2503] lr: 4.0134e-02 eta: 2:16:54 time: 0.1480 data_time: 0.0361 loss: 1.5029 03/10 04:56:56 - mmengine - INFO - Epoch(train) [277][ 300/2503] lr: 4.0067e-02 eta: 2:16:40 time: 0.1339 data_time: 0.0062 loss: 1.5771 03/10 04:57:09 - mmengine - INFO - Epoch(train) [277][ 400/2503] lr: 4.0000e-02 eta: 2:16:26 time: 0.1121 data_time: 0.0054 loss: 1.3727 03/10 04:57:23 - mmengine - INFO - Epoch(train) [277][ 500/2503] lr: 3.9933e-02 eta: 2:16:13 time: 0.1477 data_time: 0.0048 loss: 1.7528 03/10 04:57:37 - mmengine - INFO - Epoch(train) [277][ 600/2503] lr: 3.9866e-02 eta: 2:15:59 time: 0.1204 data_time: 0.0060 loss: 1.5021 03/10 04:57:50 - mmengine - INFO - Epoch(train) [277][ 700/2503] lr: 3.9799e-02 eta: 2:15:45 time: 0.1298 data_time: 0.0055 loss: 1.5496 03/10 04:58:04 - mmengine - INFO - Epoch(train) [277][ 800/2503] lr: 3.9732e-02 eta: 2:15:31 time: 0.1095 data_time: 0.0054 loss: 1.4278 03/10 04:58:18 - mmengine - INFO - Epoch(train) [277][ 900/2503] lr: 3.9665e-02 eta: 2:15:18 time: 0.1447 data_time: 0.0263 loss: 1.5230 03/10 04:58:32 - mmengine - INFO - Epoch(train) [277][1000/2503] lr: 3.9598e-02 eta: 2:15:04 time: 0.1541 data_time: 0.0063 loss: 1.5667 03/10 04:58:46 - mmengine - INFO - Epoch(train) [277][1100/2503] lr: 3.9531e-02 eta: 2:14:50 time: 0.1147 data_time: 0.0060 loss: 1.4803 03/10 04:58:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 04:58:59 - mmengine - INFO - Epoch(train) [277][1200/2503] lr: 3.9464e-02 eta: 2:14:37 time: 0.1381 data_time: 0.0385 loss: 1.5412 03/10 04:59:13 - mmengine - INFO - Epoch(train) [277][1300/2503] lr: 3.9397e-02 eta: 2:14:23 time: 0.1259 data_time: 0.0244 loss: 1.6897 03/10 04:59:27 - mmengine - INFO - Epoch(train) [277][1400/2503] lr: 3.9330e-02 eta: 2:14:09 time: 0.1467 data_time: 0.0056 loss: 1.5302 03/10 04:59:41 - mmengine - INFO - Epoch(train) [277][1500/2503] lr: 3.9263e-02 eta: 2:13:55 time: 0.1610 data_time: 0.0323 loss: 1.5062 03/10 04:59:55 - mmengine - INFO - Epoch(train) [277][1600/2503] lr: 3.9196e-02 eta: 2:13:42 time: 0.1405 data_time: 0.0057 loss: 1.7224 03/10 05:00:08 - mmengine - INFO - Epoch(train) [277][1700/2503] lr: 3.9129e-02 eta: 2:13:28 time: 0.1259 data_time: 0.0056 loss: 1.4665 03/10 05:00:22 - mmengine - INFO - Epoch(train) [277][1800/2503] lr: 3.9062e-02 eta: 2:13:14 time: 0.1144 data_time: 0.0055 loss: 1.5805 03/10 05:00:36 - mmengine - INFO - Epoch(train) [277][1900/2503] lr: 3.8995e-02 eta: 2:13:00 time: 0.1354 data_time: 0.0058 loss: 1.4831 03/10 05:00:50 - mmengine - INFO - Epoch(train) [277][2000/2503] lr: 3.8928e-02 eta: 2:12:47 time: 0.1568 data_time: 0.0062 loss: 1.5257 03/10 05:01:03 - mmengine - INFO - Epoch(train) [277][2100/2503] lr: 3.8860e-02 eta: 2:12:33 time: 0.1346 data_time: 0.0230 loss: 1.5310 03/10 05:01:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:01:17 - mmengine - INFO - Epoch(train) [277][2200/2503] lr: 3.8793e-02 eta: 2:12:19 time: 0.1682 data_time: 0.0056 loss: 1.5311 03/10 05:01:31 - mmengine - INFO - Epoch(train) [277][2300/2503] lr: 3.8726e-02 eta: 2:12:05 time: 0.1449 data_time: 0.0062 loss: 1.4322 03/10 05:01:46 - mmengine - INFO - Epoch(train) [277][2400/2503] lr: 3.8659e-02 eta: 2:11:52 time: 0.1508 data_time: 0.0058 loss: 1.6932 03/10 05:01:59 - mmengine - INFO - Epoch(train) [277][2500/2503] lr: 3.8592e-02 eta: 2:11:38 time: 0.1432 data_time: 0.0061 loss: 1.6028 03/10 05:01:59 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:01:59 - mmengine - INFO - Saving checkpoint at 277 epochs 03/10 05:02:26 - mmengine - INFO - Epoch(val) [277][98/98] accuracy/top1: 65.7740 accuracy/top5: 86.6880 03/10 05:02:42 - mmengine - INFO - Epoch(train) [278][ 100/2503] lr: 3.8523e-02 eta: 2:11:24 time: 0.1575 data_time: 0.0056 loss: 1.3785 03/10 05:02:57 - mmengine - INFO - Epoch(train) [278][ 200/2503] lr: 3.8456e-02 eta: 2:11:10 time: 0.1446 data_time: 0.0050 loss: 1.5568 03/10 05:03:11 - mmengine - INFO - Epoch(train) [278][ 300/2503] lr: 3.8389e-02 eta: 2:10:56 time: 0.1289 data_time: 0.0056 loss: 1.4311 03/10 05:03:24 - mmengine - INFO - Epoch(train) [278][ 400/2503] lr: 3.8322e-02 eta: 2:10:43 time: 0.1393 data_time: 0.0058 loss: 1.5199 03/10 05:03:39 - mmengine - INFO - Epoch(train) [278][ 500/2503] lr: 3.8255e-02 eta: 2:10:29 time: 0.1532 data_time: 0.0058 loss: 1.7098 03/10 05:03:53 - mmengine - INFO - Epoch(train) [278][ 600/2503] lr: 3.8188e-02 eta: 2:10:15 time: 0.1811 data_time: 0.0063 loss: 1.5373 03/10 05:04:02 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:04:06 - mmengine - INFO - Epoch(train) [278][ 700/2503] lr: 3.8121e-02 eta: 2:10:02 time: 0.1128 data_time: 0.0090 loss: 1.5270 03/10 05:04:21 - mmengine - INFO - Epoch(train) [278][ 800/2503] lr: 3.8054e-02 eta: 2:09:48 time: 0.1816 data_time: 0.0196 loss: 1.5076 03/10 05:04:34 - mmengine - INFO - Epoch(train) [278][ 900/2503] lr: 3.7987e-02 eta: 2:09:34 time: 0.1472 data_time: 0.0203 loss: 1.5724 03/10 05:04:48 - mmengine - INFO - Epoch(train) [278][1000/2503] lr: 3.7920e-02 eta: 2:09:20 time: 0.1281 data_time: 0.0058 loss: 1.7016 03/10 05:05:02 - mmengine - INFO - Epoch(train) [278][1100/2503] lr: 3.7853e-02 eta: 2:09:07 time: 0.1156 data_time: 0.0114 loss: 1.5847 03/10 05:05:16 - mmengine - INFO - Epoch(train) [278][1200/2503] lr: 3.7786e-02 eta: 2:08:53 time: 0.1175 data_time: 0.0069 loss: 1.7408 03/10 05:05:30 - mmengine - INFO - Epoch(train) [278][1300/2503] lr: 3.7719e-02 eta: 2:08:39 time: 0.1486 data_time: 0.0056 loss: 1.6456 03/10 05:05:44 - mmengine - INFO - Epoch(train) [278][1400/2503] lr: 3.7652e-02 eta: 2:08:25 time: 0.1566 data_time: 0.0553 loss: 1.5310 03/10 05:05:57 - mmengine - INFO - Epoch(train) [278][1500/2503] lr: 3.7585e-02 eta: 2:08:12 time: 0.1098 data_time: 0.0061 loss: 1.5937 03/10 05:06:11 - mmengine - INFO - Epoch(train) [278][1600/2503] lr: 3.7518e-02 eta: 2:07:58 time: 0.1455 data_time: 0.0053 loss: 1.4670 03/10 05:06:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:06:26 - mmengine - INFO - Epoch(train) [278][1700/2503] lr: 3.7451e-02 eta: 2:07:44 time: 0.1408 data_time: 0.0054 loss: 1.5242 03/10 05:06:40 - mmengine - INFO - Epoch(train) [278][1800/2503] lr: 3.7384e-02 eta: 2:07:31 time: 0.1146 data_time: 0.0066 loss: 1.6557 03/10 05:06:54 - mmengine - INFO - Epoch(train) [278][1900/2503] lr: 3.7317e-02 eta: 2:07:17 time: 0.1354 data_time: 0.0347 loss: 1.5487 03/10 05:07:07 - mmengine - INFO - Epoch(train) [278][2000/2503] lr: 3.7250e-02 eta: 2:07:03 time: 0.1213 data_time: 0.0058 loss: 1.6488 03/10 05:07:21 - mmengine - INFO - Epoch(train) [278][2100/2503] lr: 3.7183e-02 eta: 2:06:49 time: 0.1503 data_time: 0.0060 loss: 1.5576 03/10 05:07:35 - mmengine - INFO - Epoch(train) [278][2200/2503] lr: 3.7116e-02 eta: 2:06:36 time: 0.1340 data_time: 0.0053 loss: 1.5003 03/10 05:07:49 - mmengine - INFO - Epoch(train) [278][2300/2503] lr: 3.7049e-02 eta: 2:06:22 time: 0.1122 data_time: 0.0063 loss: 1.4999 03/10 05:08:03 - mmengine - INFO - Epoch(train) [278][2400/2503] lr: 3.6982e-02 eta: 2:06:08 time: 0.1649 data_time: 0.0059 loss: 1.6065 03/10 05:08:17 - mmengine - INFO - Epoch(train) [278][2500/2503] lr: 3.6915e-02 eta: 2:05:54 time: 0.1258 data_time: 0.0063 loss: 1.6276 03/10 05:08:17 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:08:17 - mmengine - INFO - Saving checkpoint at 278 epochs 03/10 05:08:44 - mmengine - INFO - Epoch(val) [278][98/98] accuracy/top1: 65.7720 accuracy/top5: 86.3580 03/10 05:09:00 - mmengine - INFO - Epoch(train) [279][ 100/2503] lr: 3.6845e-02 eta: 2:05:40 time: 0.1356 data_time: 0.0073 loss: 1.5967 03/10 05:09:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:09:13 - mmengine - INFO - Epoch(train) [279][ 200/2503] lr: 3.6778e-02 eta: 2:05:27 time: 0.1102 data_time: 0.0060 loss: 1.5424 03/10 05:09:28 - mmengine - INFO - Epoch(train) [279][ 300/2503] lr: 3.6711e-02 eta: 2:05:13 time: 0.1268 data_time: 0.0067 loss: 1.5812 03/10 05:09:42 - mmengine - INFO - Epoch(train) [279][ 400/2503] lr: 3.6644e-02 eta: 2:04:59 time: 0.1624 data_time: 0.0370 loss: 1.5070 03/10 05:09:55 - mmengine - INFO - Epoch(train) [279][ 500/2503] lr: 3.6577e-02 eta: 2:04:45 time: 0.1471 data_time: 0.0060 loss: 1.5153 03/10 05:10:09 - mmengine - INFO - Epoch(train) [279][ 600/2503] lr: 3.6510e-02 eta: 2:04:32 time: 0.1410 data_time: 0.0058 loss: 1.4779 03/10 05:10:23 - mmengine - INFO - Epoch(train) [279][ 700/2503] lr: 3.6443e-02 eta: 2:04:18 time: 0.1621 data_time: 0.0055 loss: 1.4708 03/10 05:10:37 - mmengine - INFO - Epoch(train) [279][ 800/2503] lr: 3.6376e-02 eta: 2:04:04 time: 0.1323 data_time: 0.0210 loss: 1.6673 03/10 05:10:51 - mmengine - INFO - Epoch(train) [279][ 900/2503] lr: 3.6309e-02 eta: 2:03:51 time: 0.1157 data_time: 0.0058 loss: 1.5420 03/10 05:11:04 - mmengine - INFO - Epoch(train) [279][1000/2503] lr: 3.6242e-02 eta: 2:03:37 time: 0.1368 data_time: 0.0060 loss: 1.5756 03/10 05:11:18 - mmengine - INFO - Epoch(train) [279][1100/2503] lr: 3.6175e-02 eta: 2:03:23 time: 0.1147 data_time: 0.0059 loss: 1.6174 03/10 05:11:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:11:32 - mmengine - INFO - Epoch(train) [279][1200/2503] lr: 3.6108e-02 eta: 2:03:09 time: 0.1437 data_time: 0.0227 loss: 1.5911 03/10 05:11:46 - mmengine - INFO - Epoch(train) [279][1300/2503] lr: 3.6041e-02 eta: 2:02:56 time: 0.1570 data_time: 0.0062 loss: 1.4995 03/10 05:12:00 - mmengine - INFO - Epoch(train) [279][1400/2503] lr: 3.5974e-02 eta: 2:02:42 time: 0.1447 data_time: 0.0059 loss: 1.5917 03/10 05:12:15 - mmengine - INFO - Epoch(train) [279][1500/2503] lr: 3.5907e-02 eta: 2:02:28 time: 0.1080 data_time: 0.0067 loss: 1.6158 03/10 05:12:29 - mmengine - INFO - Epoch(train) [279][1600/2503] lr: 3.5840e-02 eta: 2:02:14 time: 0.1586 data_time: 0.0056 loss: 1.4827 03/10 05:12:43 - mmengine - INFO - Epoch(train) [279][1700/2503] lr: 3.5773e-02 eta: 2:02:01 time: 0.1153 data_time: 0.0063 loss: 1.6594 03/10 05:12:57 - mmengine - INFO - Epoch(train) [279][1800/2503] lr: 3.5706e-02 eta: 2:01:47 time: 0.1557 data_time: 0.0057 loss: 1.6485 03/10 05:13:11 - mmengine - INFO - Epoch(train) [279][1900/2503] lr: 3.5639e-02 eta: 2:01:33 time: 0.1228 data_time: 0.0057 loss: 1.4960 03/10 05:13:25 - mmengine - INFO - Epoch(train) [279][2000/2503] lr: 3.5572e-02 eta: 2:01:20 time: 0.1242 data_time: 0.0056 loss: 1.5661 03/10 05:13:39 - mmengine - INFO - Epoch(train) [279][2100/2503] lr: 3.5505e-02 eta: 2:01:06 time: 0.1400 data_time: 0.0056 loss: 1.6513 03/10 05:13:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:13:53 - mmengine - INFO - Epoch(train) [279][2200/2503] lr: 3.5438e-02 eta: 2:00:52 time: 0.1421 data_time: 0.0060 loss: 1.5311 03/10 05:14:07 - mmengine - INFO - Epoch(train) [279][2300/2503] lr: 3.5371e-02 eta: 2:00:38 time: 0.1110 data_time: 0.0066 loss: 1.6205 03/10 05:14:21 - mmengine - INFO - Epoch(train) [279][2400/2503] lr: 3.5304e-02 eta: 2:00:25 time: 0.1269 data_time: 0.0056 loss: 1.6730 03/10 05:14:34 - mmengine - INFO - Epoch(train) [279][2500/2503] lr: 3.5237e-02 eta: 2:00:11 time: 0.1385 data_time: 0.0066 loss: 1.6446 03/10 05:14:34 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:14:34 - mmengine - INFO - Saving checkpoint at 279 epochs 03/10 05:15:02 - mmengine - INFO - Epoch(val) [279][98/98] accuracy/top1: 65.9960 accuracy/top5: 86.6840 03/10 05:15:18 - mmengine - INFO - Epoch(train) [280][ 100/2503] lr: 3.5168e-02 eta: 1:59:57 time: 0.1627 data_time: 0.0067 loss: 1.5357 03/10 05:15:32 - mmengine - INFO - Epoch(train) [280][ 200/2503] lr: 3.5101e-02 eta: 1:59:43 time: 0.1447 data_time: 0.0087 loss: 1.4656 03/10 05:15:45 - mmengine - INFO - Epoch(train) [280][ 300/2503] lr: 3.5034e-02 eta: 1:59:29 time: 0.1233 data_time: 0.0056 loss: 1.4120 03/10 05:16:00 - mmengine - INFO - Epoch(train) [280][ 400/2503] lr: 3.4967e-02 eta: 1:59:16 time: 0.1442 data_time: 0.0067 loss: 1.6355 03/10 05:16:14 - mmengine - INFO - Epoch(train) [280][ 500/2503] lr: 3.4899e-02 eta: 1:59:02 time: 0.1383 data_time: 0.0103 loss: 1.5303 03/10 05:16:28 - mmengine - INFO - Epoch(train) [280][ 600/2503] lr: 3.4832e-02 eta: 1:58:48 time: 0.1055 data_time: 0.0056 loss: 1.3791 03/10 05:16:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:16:42 - mmengine - INFO - Epoch(train) [280][ 700/2503] lr: 3.4765e-02 eta: 1:58:35 time: 0.1425 data_time: 0.0059 loss: 1.4813 03/10 05:16:56 - mmengine - INFO - Epoch(train) [280][ 800/2503] lr: 3.4698e-02 eta: 1:58:21 time: 0.1602 data_time: 0.0062 loss: 1.7027 03/10 05:17:10 - mmengine - INFO - Epoch(train) [280][ 900/2503] lr: 3.4631e-02 eta: 1:58:07 time: 0.1311 data_time: 0.0065 loss: 1.4419 03/10 05:17:24 - mmengine - INFO - Epoch(train) [280][1000/2503] lr: 3.4564e-02 eta: 1:57:53 time: 0.1126 data_time: 0.0056 loss: 1.6661 03/10 05:17:37 - mmengine - INFO - Epoch(train) [280][1100/2503] lr: 3.4497e-02 eta: 1:57:40 time: 0.1246 data_time: 0.0059 loss: 1.4718 03/10 05:17:51 - mmengine - INFO - Epoch(train) [280][1200/2503] lr: 3.4430e-02 eta: 1:57:26 time: 0.1391 data_time: 0.0059 loss: 1.6807 03/10 05:18:06 - mmengine - INFO - Epoch(train) [280][1300/2503] lr: 3.4363e-02 eta: 1:57:12 time: 0.1276 data_time: 0.0069 loss: 1.4418 03/10 05:18:19 - mmengine - INFO - Epoch(train) [280][1400/2503] lr: 3.4296e-02 eta: 1:56:58 time: 0.1336 data_time: 0.0061 loss: 1.4908 03/10 05:18:34 - mmengine - INFO - Epoch(train) [280][1500/2503] lr: 3.4229e-02 eta: 1:56:45 time: 0.1493 data_time: 0.0186 loss: 1.4309 03/10 05:18:47 - mmengine - INFO - Epoch(train) [280][1600/2503] lr: 3.4162e-02 eta: 1:56:31 time: 0.1139 data_time: 0.0054 loss: 1.6081 03/10 05:18:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:19:01 - mmengine - INFO - Epoch(train) [280][1700/2503] lr: 3.4095e-02 eta: 1:56:17 time: 0.1133 data_time: 0.0059 loss: 1.4624 03/10 05:19:15 - mmengine - INFO - Epoch(train) [280][1800/2503] lr: 3.4028e-02 eta: 1:56:04 time: 0.1307 data_time: 0.0055 loss: 1.5869 03/10 05:19:29 - mmengine - INFO - Epoch(train) [280][1900/2503] lr: 3.3961e-02 eta: 1:55:50 time: 0.1300 data_time: 0.0058 loss: 1.5636 03/10 05:19:44 - mmengine - INFO - Epoch(train) [280][2000/2503] lr: 3.3894e-02 eta: 1:55:36 time: 0.1613 data_time: 0.0055 loss: 1.6239 03/10 05:19:58 - mmengine - INFO - Epoch(train) [280][2100/2503] lr: 3.3827e-02 eta: 1:55:22 time: 0.1648 data_time: 0.0571 loss: 1.5495 03/10 05:20:12 - mmengine - INFO - Epoch(train) [280][2200/2503] lr: 3.3760e-02 eta: 1:55:09 time: 0.1781 data_time: 0.0063 loss: 1.6218 03/10 05:20:25 - mmengine - INFO - Epoch(train) [280][2300/2503] lr: 3.3693e-02 eta: 1:54:55 time: 0.1397 data_time: 0.0332 loss: 1.6050 03/10 05:20:39 - mmengine - INFO - Epoch(train) [280][2400/2503] lr: 3.3626e-02 eta: 1:54:41 time: 0.1548 data_time: 0.0054 loss: 1.5121 03/10 05:20:53 - mmengine - INFO - Epoch(train) [280][2500/2503] lr: 3.3559e-02 eta: 1:54:27 time: 0.1222 data_time: 0.0065 loss: 1.5733 03/10 05:20:53 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:20:53 - mmengine - INFO - Saving checkpoint at 280 epochs 03/10 05:21:22 - mmengine - INFO - Epoch(val) [280][98/98] accuracy/top1: 65.9200 accuracy/top5: 86.8360 03/10 05:21:38 - mmengine - INFO - Epoch(train) [281][ 100/2503] lr: 3.3490e-02 eta: 1:54:13 time: 0.1134 data_time: 0.0056 loss: 1.6155 03/10 05:21:46 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:21:52 - mmengine - INFO - Epoch(train) [281][ 200/2503] lr: 3.3423e-02 eta: 1:54:00 time: 0.1300 data_time: 0.0056 loss: 1.7078 03/10 05:22:06 - mmengine - INFO - Epoch(train) [281][ 300/2503] lr: 3.3356e-02 eta: 1:53:46 time: 0.1281 data_time: 0.0061 loss: 1.6001 03/10 05:22:20 - mmengine - INFO - Epoch(train) [281][ 400/2503] lr: 3.3289e-02 eta: 1:53:32 time: 0.1089 data_time: 0.0061 loss: 1.4762 03/10 05:22:34 - mmengine - INFO - Epoch(train) [281][ 500/2503] lr: 3.3222e-02 eta: 1:53:19 time: 0.1305 data_time: 0.0056 loss: 1.5717 03/10 05:22:47 - mmengine - INFO - Epoch(train) [281][ 600/2503] lr: 3.3155e-02 eta: 1:53:05 time: 0.1487 data_time: 0.0056 loss: 1.5205 03/10 05:23:01 - mmengine - INFO - Epoch(train) [281][ 700/2503] lr: 3.3088e-02 eta: 1:52:51 time: 0.1344 data_time: 0.0058 loss: 1.5756 03/10 05:23:15 - mmengine - INFO - Epoch(train) [281][ 800/2503] lr: 3.3021e-02 eta: 1:52:37 time: 0.1150 data_time: 0.0063 loss: 1.5195 03/10 05:23:29 - mmengine - INFO - Epoch(train) [281][ 900/2503] lr: 3.2954e-02 eta: 1:52:24 time: 0.1384 data_time: 0.0062 loss: 1.4347 03/10 05:23:43 - mmengine - INFO - Epoch(train) [281][1000/2503] lr: 3.2886e-02 eta: 1:52:10 time: 0.1176 data_time: 0.0065 loss: 1.4859 03/10 05:23:57 - mmengine - INFO - Epoch(train) [281][1100/2503] lr: 3.2819e-02 eta: 1:51:56 time: 0.1602 data_time: 0.0061 loss: 1.5396 03/10 05:24:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:24:10 - mmengine - INFO - Epoch(train) [281][1200/2503] lr: 3.2752e-02 eta: 1:51:42 time: 0.1339 data_time: 0.0062 loss: 1.5765 03/10 05:24:24 - mmengine - INFO - Epoch(train) [281][1300/2503] lr: 3.2685e-02 eta: 1:51:29 time: 0.1451 data_time: 0.0253 loss: 1.5626 03/10 05:24:38 - mmengine - INFO - Epoch(train) [281][1400/2503] lr: 3.2618e-02 eta: 1:51:15 time: 0.1250 data_time: 0.0059 loss: 1.7091 03/10 05:24:52 - mmengine - INFO - Epoch(train) [281][1500/2503] lr: 3.2551e-02 eta: 1:51:01 time: 0.1147 data_time: 0.0057 loss: 1.6082 03/10 05:25:06 - mmengine - INFO - Epoch(train) [281][1600/2503] lr: 3.2484e-02 eta: 1:50:48 time: 0.1385 data_time: 0.0056 loss: 1.4386 03/10 05:25:20 - mmengine - INFO - Epoch(train) [281][1700/2503] lr: 3.2417e-02 eta: 1:50:34 time: 0.1779 data_time: 0.0056 loss: 1.6864 03/10 05:25:34 - mmengine - INFO - Epoch(train) [281][1800/2503] lr: 3.2350e-02 eta: 1:50:20 time: 0.1618 data_time: 0.0069 loss: 1.6813 03/10 05:25:48 - mmengine - INFO - Epoch(train) [281][1900/2503] lr: 3.2283e-02 eta: 1:50:06 time: 0.1123 data_time: 0.0059 loss: 1.6710 03/10 05:26:02 - mmengine - INFO - Epoch(train) [281][2000/2503] lr: 3.2216e-02 eta: 1:49:53 time: 0.1322 data_time: 0.0059 loss: 1.6006 03/10 05:26:16 - mmengine - INFO - Epoch(train) [281][2100/2503] lr: 3.2149e-02 eta: 1:49:39 time: 0.1182 data_time: 0.0062 loss: 1.6439 03/10 05:26:24 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:26:30 - mmengine - INFO - Epoch(train) [281][2200/2503] lr: 3.2082e-02 eta: 1:49:25 time: 0.1270 data_time: 0.0059 loss: 1.5869 03/10 05:26:44 - mmengine - INFO - Epoch(train) [281][2300/2503] lr: 3.2015e-02 eta: 1:49:11 time: 0.1295 data_time: 0.0058 loss: 1.6163 03/10 05:26:58 - mmengine - INFO - Epoch(train) [281][2400/2503] lr: 3.1948e-02 eta: 1:48:58 time: 0.1455 data_time: 0.0056 loss: 1.3549 03/10 05:27:12 - mmengine - INFO - Epoch(train) [281][2500/2503] lr: 3.1881e-02 eta: 1:48:44 time: 0.1199 data_time: 0.0080 loss: 1.5875 03/10 05:27:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:27:12 - mmengine - INFO - Saving checkpoint at 281 epochs 03/10 05:27:39 - mmengine - INFO - Epoch(val) [281][98/98] accuracy/top1: 66.5480 accuracy/top5: 87.0520 03/10 05:27:55 - mmengine - INFO - Epoch(train) [282][ 100/2503] lr: 3.1812e-02 eta: 1:48:30 time: 0.1445 data_time: 0.0331 loss: 1.4303 03/10 05:28:09 - mmengine - INFO - Epoch(train) [282][ 200/2503] lr: 3.1745e-02 eta: 1:48:16 time: 0.1467 data_time: 0.0063 loss: 1.6190 03/10 05:28:23 - mmengine - INFO - Epoch(train) [282][ 300/2503] lr: 3.1678e-02 eta: 1:48:03 time: 0.1287 data_time: 0.0067 loss: 1.4735 03/10 05:28:37 - mmengine - INFO - Epoch(train) [282][ 400/2503] lr: 3.1611e-02 eta: 1:47:49 time: 0.1420 data_time: 0.0054 loss: 1.6104 03/10 05:28:51 - mmengine - INFO - Epoch(train) [282][ 500/2503] lr: 3.1544e-02 eta: 1:47:35 time: 0.1443 data_time: 0.0061 loss: 1.5267 03/10 05:29:05 - mmengine - INFO - Epoch(train) [282][ 600/2503] lr: 3.1477e-02 eta: 1:47:21 time: 0.1260 data_time: 0.0058 loss: 1.3720 03/10 05:29:13 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:29:18 - mmengine - INFO - Epoch(train) [282][ 700/2503] lr: 3.1410e-02 eta: 1:47:08 time: 0.1098 data_time: 0.0059 loss: 1.5014 03/10 05:29:32 - mmengine - INFO - Epoch(train) [282][ 800/2503] lr: 3.1343e-02 eta: 1:46:54 time: 0.1116 data_time: 0.0062 loss: 1.5640 03/10 05:29:46 - mmengine - INFO - Epoch(train) [282][ 900/2503] lr: 3.1276e-02 eta: 1:46:40 time: 0.1435 data_time: 0.0059 loss: 1.6320 03/10 05:30:00 - mmengine - INFO - Epoch(train) [282][1000/2503] lr: 3.1209e-02 eta: 1:46:26 time: 0.1287 data_time: 0.0061 loss: 1.3509 03/10 05:30:14 - mmengine - INFO - Epoch(train) [282][1100/2503] lr: 3.1142e-02 eta: 1:46:13 time: 0.1464 data_time: 0.0053 loss: 1.4852 03/10 05:30:27 - mmengine - INFO - Epoch(train) [282][1200/2503] lr: 3.1075e-02 eta: 1:45:59 time: 0.1260 data_time: 0.0056 loss: 1.5454 03/10 05:30:41 - mmengine - INFO - Epoch(train) [282][1300/2503] lr: 3.1008e-02 eta: 1:45:45 time: 0.1115 data_time: 0.0064 loss: 1.5055 03/10 05:30:55 - mmengine - INFO - Epoch(train) [282][1400/2503] lr: 3.0941e-02 eta: 1:45:31 time: 0.1476 data_time: 0.0065 loss: 1.5800 03/10 05:31:09 - mmengine - INFO - Epoch(train) [282][1500/2503] lr: 3.0873e-02 eta: 1:45:18 time: 0.1315 data_time: 0.0060 loss: 1.5916 03/10 05:31:23 - mmengine - INFO - Epoch(train) [282][1600/2503] lr: 3.0806e-02 eta: 1:45:04 time: 0.1364 data_time: 0.0060 loss: 1.4166 03/10 05:31:30 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:31:37 - mmengine - INFO - Epoch(train) [282][1700/2503] lr: 3.0739e-02 eta: 1:44:50 time: 0.1102 data_time: 0.0072 loss: 1.7538 03/10 05:31:50 - mmengine - INFO - Epoch(train) [282][1800/2503] lr: 3.0672e-02 eta: 1:44:37 time: 0.1373 data_time: 0.0061 loss: 1.5780 03/10 05:32:04 - mmengine - INFO - Epoch(train) [282][1900/2503] lr: 3.0605e-02 eta: 1:44:23 time: 0.1278 data_time: 0.0056 loss: 1.6130 03/10 05:32:18 - mmengine - INFO - Epoch(train) [282][2000/2503] lr: 3.0538e-02 eta: 1:44:09 time: 0.1369 data_time: 0.0066 loss: 1.4773 03/10 05:32:32 - mmengine - INFO - Epoch(train) [282][2100/2503] lr: 3.0471e-02 eta: 1:43:55 time: 0.1226 data_time: 0.0058 loss: 1.5836 03/10 05:32:46 - mmengine - INFO - Epoch(train) [282][2200/2503] lr: 3.0404e-02 eta: 1:43:42 time: 0.1357 data_time: 0.0057 loss: 1.5184 03/10 05:33:00 - mmengine - INFO - Epoch(train) [282][2300/2503] lr: 3.0337e-02 eta: 1:43:28 time: 0.1242 data_time: 0.0061 loss: 1.7392 03/10 05:33:14 - mmengine - INFO - Epoch(train) [282][2400/2503] lr: 3.0270e-02 eta: 1:43:14 time: 0.1390 data_time: 0.0055 loss: 1.5089 03/10 05:33:28 - mmengine - INFO - Epoch(train) [282][2500/2503] lr: 3.0203e-02 eta: 1:43:00 time: 0.1234 data_time: 0.0060 loss: 1.4060 03/10 05:33:28 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:33:28 - mmengine - INFO - Saving checkpoint at 282 epochs 03/10 05:33:55 - mmengine - INFO - Epoch(val) [282][98/98] accuracy/top1: 66.2980 accuracy/top5: 86.7980 03/10 05:34:11 - mmengine - INFO - Epoch(train) [283][ 100/2503] lr: 3.0134e-02 eta: 1:42:46 time: 0.1525 data_time: 0.0058 loss: 1.6343 03/10 05:34:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:34:25 - mmengine - INFO - Epoch(train) [283][ 200/2503] lr: 3.0067e-02 eta: 1:42:33 time: 0.1257 data_time: 0.0063 loss: 1.5148 03/10 05:34:38 - mmengine - INFO - Epoch(train) [283][ 300/2503] lr: 3.0000e-02 eta: 1:42:19 time: 0.1302 data_time: 0.0059 loss: 1.5730 03/10 05:34:53 - mmengine - INFO - Epoch(train) [283][ 400/2503] lr: 2.9933e-02 eta: 1:42:05 time: 0.1467 data_time: 0.0069 loss: 1.4792 03/10 05:35:07 - mmengine - INFO - Epoch(train) [283][ 500/2503] lr: 2.9866e-02 eta: 1:41:52 time: 0.1622 data_time: 0.0511 loss: 1.7706 03/10 05:35:20 - mmengine - INFO - Epoch(train) [283][ 600/2503] lr: 2.9799e-02 eta: 1:41:38 time: 0.1198 data_time: 0.0056 loss: 1.4862 03/10 05:35:34 - mmengine - INFO - Epoch(train) [283][ 700/2503] lr: 2.9732e-02 eta: 1:41:24 time: 0.1292 data_time: 0.0059 loss: 1.5182 03/10 05:35:48 - mmengine - INFO - Epoch(train) [283][ 800/2503] lr: 2.9665e-02 eta: 1:41:10 time: 0.1315 data_time: 0.0057 loss: 1.4873 03/10 05:36:02 - mmengine - INFO - Epoch(train) [283][ 900/2503] lr: 2.9598e-02 eta: 1:40:57 time: 0.1139 data_time: 0.0062 loss: 1.4857 03/10 05:36:16 - mmengine - INFO - Epoch(train) [283][1000/2503] lr: 2.9531e-02 eta: 1:40:43 time: 0.1436 data_time: 0.0055 loss: 1.3640 03/10 05:36:30 - mmengine - INFO - Epoch(train) [283][1100/2503] lr: 2.9464e-02 eta: 1:40:29 time: 0.1295 data_time: 0.0056 loss: 1.5744 03/10 05:36:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:36:44 - mmengine - INFO - Epoch(train) [283][1200/2503] lr: 2.9397e-02 eta: 1:40:15 time: 0.1139 data_time: 0.0065 loss: 1.5336 03/10 05:36:57 - mmengine - INFO - Epoch(train) [283][1300/2503] lr: 2.9330e-02 eta: 1:40:02 time: 0.1312 data_time: 0.0058 loss: 1.4452 03/10 05:37:12 - mmengine - INFO - Epoch(train) [283][1400/2503] lr: 2.9263e-02 eta: 1:39:48 time: 0.1626 data_time: 0.0058 loss: 1.5642 03/10 05:37:25 - mmengine - INFO - Epoch(train) [283][1500/2503] lr: 2.9196e-02 eta: 1:39:34 time: 0.1576 data_time: 0.0052 loss: 1.6432 03/10 05:37:39 - mmengine - INFO - Epoch(train) [283][1600/2503] lr: 2.9129e-02 eta: 1:39:20 time: 0.1342 data_time: 0.0316 loss: 1.5452 03/10 05:37:53 - mmengine - INFO - Epoch(train) [283][1700/2503] lr: 2.9062e-02 eta: 1:39:07 time: 0.1339 data_time: 0.0062 loss: 1.4888 03/10 05:38:06 - mmengine - INFO - Epoch(train) [283][1800/2503] lr: 2.8995e-02 eta: 1:38:53 time: 0.1214 data_time: 0.0060 loss: 1.5886 03/10 05:38:20 - mmengine - INFO - Epoch(train) [283][1900/2503] lr: 2.8928e-02 eta: 1:38:39 time: 0.1183 data_time: 0.0060 loss: 1.4898 03/10 05:38:34 - mmengine - INFO - Epoch(train) [283][2000/2503] lr: 2.8860e-02 eta: 1:38:26 time: 0.1207 data_time: 0.0189 loss: 1.5639 03/10 05:38:48 - mmengine - INFO - Epoch(train) [283][2100/2503] lr: 2.8793e-02 eta: 1:38:12 time: 0.1379 data_time: 0.0055 loss: 1.4543 03/10 05:38:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:39:02 - mmengine - INFO - Epoch(train) [283][2200/2503] lr: 2.8726e-02 eta: 1:37:58 time: 0.1131 data_time: 0.0058 loss: 1.5376 03/10 05:39:17 - mmengine - INFO - Epoch(train) [283][2300/2503] lr: 2.8659e-02 eta: 1:37:44 time: 0.1053 data_time: 0.0056 loss: 1.4592 03/10 05:39:30 - mmengine - INFO - Epoch(train) [283][2400/2503] lr: 2.8592e-02 eta: 1:37:31 time: 0.1469 data_time: 0.0063 loss: 1.4159 03/10 05:39:44 - mmengine - INFO - Epoch(train) [283][2500/2503] lr: 2.8525e-02 eta: 1:37:17 time: 0.1166 data_time: 0.0139 loss: 1.5536 03/10 05:39:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:39:45 - mmengine - INFO - Saving checkpoint at 283 epochs 03/10 05:40:11 - mmengine - INFO - Epoch(val) [283][98/98] accuracy/top1: 66.5840 accuracy/top5: 87.0820 03/10 05:40:27 - mmengine - INFO - Epoch(train) [284][ 100/2503] lr: 2.8456e-02 eta: 1:37:03 time: 0.1084 data_time: 0.0060 loss: 1.4102 03/10 05:40:41 - mmengine - INFO - Epoch(train) [284][ 200/2503] lr: 2.8389e-02 eta: 1:36:49 time: 0.1095 data_time: 0.0064 loss: 1.5099 03/10 05:40:55 - mmengine - INFO - Epoch(train) [284][ 300/2503] lr: 2.8322e-02 eta: 1:36:35 time: 0.1446 data_time: 0.0071 loss: 1.5468 03/10 05:41:10 - mmengine - INFO - Epoch(train) [284][ 400/2503] lr: 2.8255e-02 eta: 1:36:22 time: 0.1551 data_time: 0.0063 loss: 1.6229 03/10 05:41:24 - mmengine - INFO - Epoch(train) [284][ 500/2503] lr: 2.8188e-02 eta: 1:36:08 time: 0.1288 data_time: 0.0084 loss: 1.4503 03/10 05:41:38 - mmengine - INFO - Epoch(train) [284][ 600/2503] lr: 2.8121e-02 eta: 1:35:54 time: 0.1622 data_time: 0.0062 loss: 1.3746 03/10 05:41:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:41:51 - mmengine - INFO - Epoch(train) [284][ 700/2503] lr: 2.8054e-02 eta: 1:35:41 time: 0.1417 data_time: 0.0058 loss: 1.6049 03/10 05:42:05 - mmengine - INFO - Epoch(train) [284][ 800/2503] lr: 2.7987e-02 eta: 1:35:27 time: 0.1734 data_time: 0.0057 loss: 1.5124 03/10 05:42:19 - mmengine - INFO - Epoch(train) [284][ 900/2503] lr: 2.7920e-02 eta: 1:35:13 time: 0.1332 data_time: 0.0074 loss: 1.5629 03/10 05:42:33 - mmengine - INFO - Epoch(train) [284][1000/2503] lr: 2.7853e-02 eta: 1:34:59 time: 0.1487 data_time: 0.0060 loss: 1.5048 03/10 05:42:47 - mmengine - INFO - Epoch(train) [284][1100/2503] lr: 2.7786e-02 eta: 1:34:46 time: 0.1680 data_time: 0.0090 loss: 1.3106 03/10 05:43:00 - mmengine - INFO - Epoch(train) [284][1200/2503] lr: 2.7719e-02 eta: 1:34:32 time: 0.1435 data_time: 0.0061 loss: 1.4775 03/10 05:43:14 - mmengine - INFO - Epoch(train) [284][1300/2503] lr: 2.7652e-02 eta: 1:34:18 time: 0.1252 data_time: 0.0056 loss: 1.5003 03/10 05:43:28 - mmengine - INFO - Epoch(train) [284][1400/2503] lr: 2.7585e-02 eta: 1:34:04 time: 0.1119 data_time: 0.0065 loss: 1.4652 03/10 05:43:42 - mmengine - INFO - Epoch(train) [284][1500/2503] lr: 2.7518e-02 eta: 1:33:51 time: 0.1467 data_time: 0.0057 loss: 1.5204 03/10 05:43:56 - mmengine - INFO - Epoch(train) [284][1600/2503] lr: 2.7451e-02 eta: 1:33:37 time: 0.1317 data_time: 0.0057 loss: 1.5439 03/10 05:44:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:44:10 - mmengine - INFO - Epoch(train) [284][1700/2503] lr: 2.7384e-02 eta: 1:33:23 time: 0.1651 data_time: 0.0055 loss: 1.6004 03/10 05:44:23 - mmengine - INFO - Epoch(train) [284][1800/2503] lr: 2.7317e-02 eta: 1:33:10 time: 0.1646 data_time: 0.0060 loss: 1.6678 03/10 05:44:38 - mmengine - INFO - Epoch(train) [284][1900/2503] lr: 2.7250e-02 eta: 1:32:56 time: 0.1800 data_time: 0.0062 loss: 1.3826 03/10 05:44:51 - mmengine - INFO - Epoch(train) [284][2000/2503] lr: 2.7183e-02 eta: 1:32:42 time: 0.1305 data_time: 0.0059 loss: 1.7186 03/10 05:45:05 - mmengine - INFO - Epoch(train) [284][2100/2503] lr: 2.7116e-02 eta: 1:32:28 time: 0.1602 data_time: 0.0057 loss: 1.5158 03/10 05:45:19 - mmengine - INFO - Epoch(train) [284][2200/2503] lr: 2.7049e-02 eta: 1:32:15 time: 0.1186 data_time: 0.0058 loss: 1.4980 03/10 05:45:33 - mmengine - INFO - Epoch(train) [284][2300/2503] lr: 2.6982e-02 eta: 1:32:01 time: 0.1096 data_time: 0.0058 loss: 1.4722 03/10 05:45:47 - mmengine - INFO - Epoch(train) [284][2400/2503] lr: 2.6915e-02 eta: 1:31:47 time: 0.1294 data_time: 0.0069 loss: 1.5001 03/10 05:46:01 - mmengine - INFO - Epoch(train) [284][2500/2503] lr: 2.6847e-02 eta: 1:31:33 time: 0.1182 data_time: 0.0073 loss: 1.4981 03/10 05:46:01 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:46:01 - mmengine - INFO - Saving checkpoint at 284 epochs 03/10 05:46:29 - mmengine - INFO - Epoch(val) [284][98/98] accuracy/top1: 66.4900 accuracy/top5: 87.1920 03/10 05:46:45 - mmengine - INFO - Epoch(train) [285][ 100/2503] lr: 2.6778e-02 eta: 1:31:19 time: 0.1359 data_time: 0.0058 loss: 1.5390 03/10 05:46:52 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:46:59 - mmengine - INFO - Epoch(train) [285][ 200/2503] lr: 2.6711e-02 eta: 1:31:06 time: 0.1517 data_time: 0.0057 loss: 1.4327 03/10 05:47:12 - mmengine - INFO - Epoch(train) [285][ 300/2503] lr: 2.6644e-02 eta: 1:30:52 time: 0.1342 data_time: 0.0052 loss: 1.5176 03/10 05:47:26 - mmengine - INFO - Epoch(train) [285][ 400/2503] lr: 2.6577e-02 eta: 1:30:38 time: 0.1521 data_time: 0.0062 loss: 1.5042 03/10 05:47:40 - mmengine - INFO - Epoch(train) [285][ 500/2503] lr: 2.6510e-02 eta: 1:30:25 time: 0.1097 data_time: 0.0058 loss: 1.5187 03/10 05:47:54 - mmengine - INFO - Epoch(train) [285][ 600/2503] lr: 2.6443e-02 eta: 1:30:11 time: 0.1489 data_time: 0.0050 loss: 1.5061 03/10 05:48:08 - mmengine - INFO - Epoch(train) [285][ 700/2503] lr: 2.6376e-02 eta: 1:29:57 time: 0.1441 data_time: 0.0449 loss: 1.4908 03/10 05:48:22 - mmengine - INFO - Epoch(train) [285][ 800/2503] lr: 2.6309e-02 eta: 1:29:43 time: 0.1286 data_time: 0.0134 loss: 1.5321 03/10 05:48:36 - mmengine - INFO - Epoch(train) [285][ 900/2503] lr: 2.6242e-02 eta: 1:29:30 time: 0.1598 data_time: 0.0062 loss: 1.3780 03/10 05:48:49 - mmengine - INFO - Epoch(train) [285][1000/2503] lr: 2.6175e-02 eta: 1:29:16 time: 0.1513 data_time: 0.0215 loss: 1.4671 03/10 05:49:03 - mmengine - INFO - Epoch(train) [285][1100/2503] lr: 2.6108e-02 eta: 1:29:02 time: 0.1431 data_time: 0.0067 loss: 1.5999 03/10 05:49:10 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:49:17 - mmengine - INFO - Epoch(train) [285][1200/2503] lr: 2.6041e-02 eta: 1:28:48 time: 0.1298 data_time: 0.0058 loss: 1.5619 03/10 05:49:31 - mmengine - INFO - Epoch(train) [285][1300/2503] lr: 2.5974e-02 eta: 1:28:35 time: 0.1351 data_time: 0.0060 loss: 1.4651 03/10 05:49:45 - mmengine - INFO - Epoch(train) [285][1400/2503] lr: 2.5907e-02 eta: 1:28:21 time: 0.1237 data_time: 0.0064 loss: 1.4886 03/10 05:49:59 - mmengine - INFO - Epoch(train) [285][1500/2503] lr: 2.5840e-02 eta: 1:28:07 time: 0.1549 data_time: 0.0063 loss: 1.3992 03/10 05:50:13 - mmengine - INFO - Epoch(train) [285][1600/2503] lr: 2.5773e-02 eta: 1:27:54 time: 0.1301 data_time: 0.0057 loss: 1.5980 03/10 05:50:27 - mmengine - INFO - Epoch(train) [285][1700/2503] lr: 2.5706e-02 eta: 1:27:40 time: 0.1403 data_time: 0.0059 loss: 1.6023 03/10 05:50:41 - mmengine - INFO - Epoch(train) [285][1800/2503] lr: 2.5639e-02 eta: 1:27:26 time: 0.1431 data_time: 0.0071 loss: 1.6343 03/10 05:50:55 - mmengine - INFO - Epoch(train) [285][1900/2503] lr: 2.5572e-02 eta: 1:27:12 time: 0.1301 data_time: 0.0055 loss: 1.3932 03/10 05:51:08 - mmengine - INFO - Epoch(train) [285][2000/2503] lr: 2.5505e-02 eta: 1:26:59 time: 0.1299 data_time: 0.0063 loss: 1.6210 03/10 05:51:22 - mmengine - INFO - Epoch(train) [285][2100/2503] lr: 2.5438e-02 eta: 1:26:45 time: 0.1288 data_time: 0.0062 loss: 1.4401 03/10 05:51:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:51:36 - mmengine - INFO - Epoch(train) [285][2200/2503] lr: 2.5371e-02 eta: 1:26:31 time: 0.1539 data_time: 0.0178 loss: 1.5183 03/10 05:51:50 - mmengine - INFO - Epoch(train) [285][2300/2503] lr: 2.5304e-02 eta: 1:26:17 time: 0.1593 data_time: 0.0059 loss: 1.4109 03/10 05:52:04 - mmengine - INFO - Epoch(train) [285][2400/2503] lr: 2.5237e-02 eta: 1:26:04 time: 0.1201 data_time: 0.0061 loss: 1.6278 03/10 05:52:18 - mmengine - INFO - Epoch(train) [285][2500/2503] lr: 2.5170e-02 eta: 1:25:50 time: 0.1519 data_time: 0.0074 loss: 1.5492 03/10 05:52:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:52:18 - mmengine - INFO - Saving checkpoint at 285 epochs 03/10 05:52:44 - mmengine - INFO - Epoch(val) [285][98/98] accuracy/top1: 66.7860 accuracy/top5: 87.1880 03/10 05:53:00 - mmengine - INFO - Epoch(train) [286][ 100/2503] lr: 2.5101e-02 eta: 1:25:36 time: 0.1404 data_time: 0.0063 loss: 1.4738 03/10 05:53:13 - mmengine - INFO - Epoch(train) [286][ 200/2503] lr: 2.5034e-02 eta: 1:25:22 time: 0.1218 data_time: 0.0055 loss: 1.5577 03/10 05:53:27 - mmengine - INFO - Epoch(train) [286][ 300/2503] lr: 2.4967e-02 eta: 1:25:08 time: 0.1380 data_time: 0.0230 loss: 1.3429 03/10 05:53:41 - mmengine - INFO - Epoch(train) [286][ 400/2503] lr: 2.4899e-02 eta: 1:24:55 time: 0.1272 data_time: 0.0203 loss: 1.2913 03/10 05:53:55 - mmengine - INFO - Epoch(train) [286][ 500/2503] lr: 2.4832e-02 eta: 1:24:41 time: 0.1191 data_time: 0.0133 loss: 1.3742 03/10 05:54:08 - mmengine - INFO - Epoch(train) [286][ 600/2503] lr: 2.4765e-02 eta: 1:24:27 time: 0.1440 data_time: 0.0069 loss: 1.6384 03/10 05:54:15 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:54:23 - mmengine - INFO - Epoch(train) [286][ 700/2503] lr: 2.4698e-02 eta: 1:24:14 time: 0.1535 data_time: 0.0525 loss: 1.5365 03/10 05:54:36 - mmengine - INFO - Epoch(train) [286][ 800/2503] lr: 2.4631e-02 eta: 1:24:00 time: 0.1176 data_time: 0.0141 loss: 1.6774 03/10 05:54:51 - mmengine - INFO - Epoch(train) [286][ 900/2503] lr: 2.4564e-02 eta: 1:23:46 time: 0.1123 data_time: 0.0062 loss: 1.4931 03/10 05:55:04 - mmengine - INFO - Epoch(train) [286][1000/2503] lr: 2.4497e-02 eta: 1:23:32 time: 0.1119 data_time: 0.0057 loss: 1.5318 03/10 05:55:18 - mmengine - INFO - Epoch(train) [286][1100/2503] lr: 2.4430e-02 eta: 1:23:19 time: 0.1079 data_time: 0.0058 loss: 1.6040 03/10 05:55:32 - mmengine - INFO - Epoch(train) [286][1200/2503] lr: 2.4363e-02 eta: 1:23:05 time: 0.1292 data_time: 0.0063 loss: 1.4681 03/10 05:55:46 - mmengine - INFO - Epoch(train) [286][1300/2503] lr: 2.4296e-02 eta: 1:22:51 time: 0.1348 data_time: 0.0101 loss: 1.3835 03/10 05:55:59 - mmengine - INFO - Epoch(train) [286][1400/2503] lr: 2.4229e-02 eta: 1:22:37 time: 0.1346 data_time: 0.0056 loss: 1.4682 03/10 05:56:13 - mmengine - INFO - Epoch(train) [286][1500/2503] lr: 2.4162e-02 eta: 1:22:24 time: 0.1234 data_time: 0.0062 loss: 1.7044 03/10 05:56:27 - mmengine - INFO - Epoch(train) [286][1600/2503] lr: 2.4095e-02 eta: 1:22:10 time: 0.1295 data_time: 0.0059 loss: 1.4382 03/10 05:56:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:56:41 - mmengine - INFO - Epoch(train) [286][1700/2503] lr: 2.4028e-02 eta: 1:21:56 time: 0.1320 data_time: 0.0120 loss: 1.5305 03/10 05:56:54 - mmengine - INFO - Epoch(train) [286][1800/2503] lr: 2.3961e-02 eta: 1:21:43 time: 0.1128 data_time: 0.0062 loss: 1.4529 03/10 05:57:09 - mmengine - INFO - Epoch(train) [286][1900/2503] lr: 2.3894e-02 eta: 1:21:29 time: 0.1195 data_time: 0.0061 loss: 1.5688 03/10 05:57:22 - mmengine - INFO - Epoch(train) [286][2000/2503] lr: 2.3827e-02 eta: 1:21:15 time: 0.1294 data_time: 0.0057 loss: 1.4679 03/10 05:57:36 - mmengine - INFO - Epoch(train) [286][2100/2503] lr: 2.3760e-02 eta: 1:21:01 time: 0.1377 data_time: 0.0060 loss: 1.5276 03/10 05:57:50 - mmengine - INFO - Epoch(train) [286][2200/2503] lr: 2.3693e-02 eta: 1:20:48 time: 0.1251 data_time: 0.0059 loss: 1.4080 03/10 05:58:04 - mmengine - INFO - Epoch(train) [286][2300/2503] lr: 2.3626e-02 eta: 1:20:34 time: 0.1581 data_time: 0.0063 loss: 1.4306 03/10 05:58:17 - mmengine - INFO - Epoch(train) [286][2400/2503] lr: 2.3559e-02 eta: 1:20:20 time: 0.1408 data_time: 0.0191 loss: 1.3974 03/10 05:58:31 - mmengine - INFO - Epoch(train) [286][2500/2503] lr: 2.3492e-02 eta: 1:20:06 time: 0.1148 data_time: 0.0073 loss: 1.7030 03/10 05:58:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:58:31 - mmengine - INFO - Saving checkpoint at 286 epochs 03/10 05:58:57 - mmengine - INFO - Epoch(val) [286][98/98] accuracy/top1: 66.9840 accuracy/top5: 87.3880 03/10 05:59:12 - mmengine - INFO - Epoch(train) [287][ 100/2503] lr: 2.3423e-02 eta: 1:19:52 time: 0.1150 data_time: 0.0073 loss: 1.4650 03/10 05:59:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 05:59:26 - mmengine - INFO - Epoch(train) [287][ 200/2503] lr: 2.3356e-02 eta: 1:19:39 time: 0.1401 data_time: 0.0111 loss: 1.4506 03/10 05:59:40 - mmengine - INFO - Epoch(train) [287][ 300/2503] lr: 2.3289e-02 eta: 1:19:25 time: 0.1130 data_time: 0.0074 loss: 1.5176 03/10 05:59:54 - mmengine - INFO - Epoch(train) [287][ 400/2503] lr: 2.3222e-02 eta: 1:19:11 time: 0.1494 data_time: 0.0170 loss: 1.4258 03/10 06:00:08 - mmengine - INFO - Epoch(train) [287][ 500/2503] lr: 2.3155e-02 eta: 1:18:57 time: 0.1297 data_time: 0.0065 loss: 1.4438 03/10 06:00:22 - mmengine - INFO - Epoch(train) [287][ 600/2503] lr: 2.3088e-02 eta: 1:18:44 time: 0.1708 data_time: 0.0055 loss: 1.5176 03/10 06:00:36 - mmengine - INFO - Epoch(train) [287][ 700/2503] lr: 2.3021e-02 eta: 1:18:30 time: 0.1519 data_time: 0.0057 loss: 1.4291 03/10 06:00:49 - mmengine - INFO - Epoch(train) [287][ 800/2503] lr: 2.2954e-02 eta: 1:18:16 time: 0.1140 data_time: 0.0057 loss: 1.4217 03/10 06:01:03 - mmengine - INFO - Epoch(train) [287][ 900/2503] lr: 2.2886e-02 eta: 1:18:02 time: 0.1286 data_time: 0.0055 loss: 1.5880 03/10 06:01:18 - mmengine - INFO - Epoch(train) [287][1000/2503] lr: 2.2819e-02 eta: 1:17:49 time: 0.1796 data_time: 0.0055 loss: 1.5482 03/10 06:01:31 - mmengine - INFO - Epoch(train) [287][1100/2503] lr: 2.2752e-02 eta: 1:17:35 time: 0.1352 data_time: 0.0060 loss: 1.4450 03/10 06:01:37 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:01:45 - mmengine - INFO - Epoch(train) [287][1200/2503] lr: 2.2685e-02 eta: 1:17:21 time: 0.1215 data_time: 0.0063 loss: 1.3693 03/10 06:01:59 - mmengine - INFO - Epoch(train) [287][1300/2503] lr: 2.2618e-02 eta: 1:17:08 time: 0.1615 data_time: 0.0055 loss: 1.4420 03/10 06:02:13 - mmengine - INFO - Epoch(train) [287][1400/2503] lr: 2.2551e-02 eta: 1:16:54 time: 0.1386 data_time: 0.0060 loss: 1.5169 03/10 06:02:26 - mmengine - INFO - Epoch(train) [287][1500/2503] lr: 2.2484e-02 eta: 1:16:40 time: 0.1439 data_time: 0.0052 loss: 1.4219 03/10 06:02:41 - mmengine - INFO - Epoch(train) [287][1600/2503] lr: 2.2417e-02 eta: 1:16:26 time: 0.1511 data_time: 0.0066 loss: 1.5066 03/10 06:02:54 - mmengine - INFO - Epoch(train) [287][1700/2503] lr: 2.2350e-02 eta: 1:16:13 time: 0.1144 data_time: 0.0058 loss: 1.3874 03/10 06:03:08 - mmengine - INFO - Epoch(train) [287][1800/2503] lr: 2.2283e-02 eta: 1:15:59 time: 0.1235 data_time: 0.0062 loss: 1.4437 03/10 06:03:22 - mmengine - INFO - Epoch(train) [287][1900/2503] lr: 2.2216e-02 eta: 1:15:45 time: 0.1124 data_time: 0.0063 loss: 1.5969 03/10 06:03:36 - mmengine - INFO - Epoch(train) [287][2000/2503] lr: 2.2149e-02 eta: 1:15:32 time: 0.1301 data_time: 0.0057 loss: 1.3677 03/10 06:03:50 - mmengine - INFO - Epoch(train) [287][2100/2503] lr: 2.2082e-02 eta: 1:15:18 time: 0.1360 data_time: 0.0058 loss: 1.5389 03/10 06:03:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:04:04 - mmengine - INFO - Epoch(train) [287][2200/2503] lr: 2.2015e-02 eta: 1:15:04 time: 0.1285 data_time: 0.0112 loss: 1.5102 03/10 06:04:17 - mmengine - INFO - Epoch(train) [287][2300/2503] lr: 2.1948e-02 eta: 1:14:50 time: 0.1518 data_time: 0.0061 loss: 1.4968 03/10 06:04:31 - mmengine - INFO - Epoch(train) [287][2400/2503] lr: 2.1881e-02 eta: 1:14:37 time: 0.1114 data_time: 0.0065 loss: 1.4991 03/10 06:04:45 - mmengine - INFO - Epoch(train) [287][2500/2503] lr: 2.1814e-02 eta: 1:14:23 time: 0.1435 data_time: 0.0081 loss: 1.5445 03/10 06:04:45 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:04:45 - mmengine - INFO - Saving checkpoint at 287 epochs 03/10 06:05:11 - mmengine - INFO - Epoch(val) [287][98/98] accuracy/top1: 67.0800 accuracy/top5: 87.3520 03/10 06:05:27 - mmengine - INFO - Epoch(train) [288][ 100/2503] lr: 2.1745e-02 eta: 1:14:09 time: 0.1687 data_time: 0.0058 loss: 1.4163 03/10 06:05:41 - mmengine - INFO - Epoch(train) [288][ 200/2503] lr: 2.1678e-02 eta: 1:13:55 time: 0.1535 data_time: 0.0060 loss: 1.4188 03/10 06:05:55 - mmengine - INFO - Epoch(train) [288][ 300/2503] lr: 2.1611e-02 eta: 1:13:41 time: 0.1289 data_time: 0.0060 loss: 1.4267 03/10 06:06:09 - mmengine - INFO - Epoch(train) [288][ 400/2503] lr: 2.1544e-02 eta: 1:13:28 time: 0.1617 data_time: 0.0052 loss: 1.4237 03/10 06:06:22 - mmengine - INFO - Epoch(train) [288][ 500/2503] lr: 2.1477e-02 eta: 1:13:14 time: 0.1174 data_time: 0.0051 loss: 1.4478 03/10 06:06:36 - mmengine - INFO - Epoch(train) [288][ 600/2503] lr: 2.1410e-02 eta: 1:13:00 time: 0.1201 data_time: 0.0056 loss: 1.5327 03/10 06:06:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:06:50 - mmengine - INFO - Epoch(train) [288][ 700/2503] lr: 2.1343e-02 eta: 1:12:46 time: 0.1174 data_time: 0.0053 loss: 1.4280 03/10 06:07:03 - mmengine - INFO - Epoch(train) [288][ 800/2503] lr: 2.1276e-02 eta: 1:12:33 time: 0.1250 data_time: 0.0055 loss: 1.5325 03/10 06:07:17 - mmengine - INFO - Epoch(train) [288][ 900/2503] lr: 2.1209e-02 eta: 1:12:19 time: 0.1253 data_time: 0.0121 loss: 1.4916 03/10 06:07:31 - mmengine - INFO - Epoch(train) [288][1000/2503] lr: 2.1142e-02 eta: 1:12:05 time: 0.1425 data_time: 0.0056 loss: 1.4433 03/10 06:07:44 - mmengine - INFO - Epoch(train) [288][1100/2503] lr: 2.1075e-02 eta: 1:11:52 time: 0.1303 data_time: 0.0059 loss: 1.3470 03/10 06:07:58 - mmengine - INFO - Epoch(train) [288][1200/2503] lr: 2.1008e-02 eta: 1:11:38 time: 0.1427 data_time: 0.0061 loss: 1.4086 03/10 06:08:12 - mmengine - INFO - Epoch(train) [288][1300/2503] lr: 2.0941e-02 eta: 1:11:24 time: 0.1558 data_time: 0.0061 loss: 1.4510 03/10 06:08:26 - mmengine - INFO - Epoch(train) [288][1400/2503] lr: 2.0873e-02 eta: 1:11:10 time: 0.1312 data_time: 0.0061 loss: 1.3770 03/10 06:08:39 - mmengine - INFO - Epoch(train) [288][1500/2503] lr: 2.0806e-02 eta: 1:10:57 time: 0.1130 data_time: 0.0058 loss: 1.4686 03/10 06:08:53 - mmengine - INFO - Epoch(train) [288][1600/2503] lr: 2.0739e-02 eta: 1:10:43 time: 0.1345 data_time: 0.0057 loss: 1.4525 03/10 06:08:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:09:07 - mmengine - INFO - Epoch(train) [288][1700/2503] lr: 2.0672e-02 eta: 1:10:29 time: 0.1528 data_time: 0.0055 loss: 1.3326 03/10 06:09:20 - mmengine - INFO - Epoch(train) [288][1800/2503] lr: 2.0605e-02 eta: 1:10:15 time: 0.1406 data_time: 0.0064 loss: 1.5873 03/10 06:09:35 - mmengine - INFO - Epoch(train) [288][1900/2503] lr: 2.0538e-02 eta: 1:10:02 time: 0.1185 data_time: 0.0062 loss: 1.4309 03/10 06:09:49 - mmengine - INFO - Epoch(train) [288][2000/2503] lr: 2.0471e-02 eta: 1:09:48 time: 0.1464 data_time: 0.0062 loss: 1.5584 03/10 06:10:03 - mmengine - INFO - Epoch(train) [288][2100/2503] lr: 2.0404e-02 eta: 1:09:34 time: 0.1511 data_time: 0.0062 loss: 1.3878 03/10 06:10:16 - mmengine - INFO - Epoch(train) [288][2200/2503] lr: 2.0337e-02 eta: 1:09:21 time: 0.1103 data_time: 0.0058 loss: 1.5411 03/10 06:10:30 - mmengine - INFO - Epoch(train) [288][2300/2503] lr: 2.0270e-02 eta: 1:09:07 time: 0.1548 data_time: 0.0056 loss: 1.3659 03/10 06:10:43 - mmengine - INFO - Epoch(train) [288][2400/2503] lr: 2.0203e-02 eta: 1:08:53 time: 0.1337 data_time: 0.0055 loss: 1.3481 03/10 06:10:57 - mmengine - INFO - Epoch(train) [288][2500/2503] lr: 2.0136e-02 eta: 1:08:39 time: 0.1107 data_time: 0.0073 loss: 1.4928 03/10 06:10:58 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:10:58 - mmengine - INFO - Saving checkpoint at 288 epochs 03/10 06:11:24 - mmengine - INFO - Epoch(val) [288][98/98] accuracy/top1: 67.4080 accuracy/top5: 87.6760 03/10 06:11:39 - mmengine - INFO - Epoch(train) [289][ 100/2503] lr: 2.0067e-02 eta: 1:08:25 time: 0.1286 data_time: 0.0064 loss: 1.4676 03/10 06:11:44 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:11:53 - mmengine - INFO - Epoch(train) [289][ 200/2503] lr: 2.0000e-02 eta: 1:08:12 time: 0.1636 data_time: 0.0061 loss: 1.4358 03/10 06:12:07 - mmengine - INFO - Epoch(train) [289][ 300/2503] lr: 1.9933e-02 eta: 1:07:58 time: 0.1311 data_time: 0.0073 loss: 1.5127 03/10 06:12:20 - mmengine - INFO - Epoch(train) [289][ 400/2503] lr: 1.9866e-02 eta: 1:07:44 time: 0.1218 data_time: 0.0055 loss: 1.6321 03/10 06:12:34 - mmengine - INFO - Epoch(train) [289][ 500/2503] lr: 1.9799e-02 eta: 1:07:30 time: 0.1387 data_time: 0.0057 loss: 1.4334 03/10 06:12:48 - mmengine - INFO - Epoch(train) [289][ 600/2503] lr: 1.9732e-02 eta: 1:07:17 time: 0.1573 data_time: 0.0058 loss: 1.4758 03/10 06:13:02 - mmengine - INFO - Epoch(train) [289][ 700/2503] lr: 1.9665e-02 eta: 1:07:03 time: 0.1640 data_time: 0.0056 loss: 1.4080 03/10 06:13:16 - mmengine - INFO - Epoch(train) [289][ 800/2503] lr: 1.9598e-02 eta: 1:06:49 time: 0.1276 data_time: 0.0059 loss: 1.4862 03/10 06:13:30 - mmengine - INFO - Epoch(train) [289][ 900/2503] lr: 1.9531e-02 eta: 1:06:35 time: 0.1455 data_time: 0.0053 loss: 1.4260 03/10 06:13:43 - mmengine - INFO - Epoch(train) [289][1000/2503] lr: 1.9464e-02 eta: 1:06:22 time: 0.1364 data_time: 0.0057 loss: 1.4339 03/10 06:13:58 - mmengine - INFO - Epoch(train) [289][1100/2503] lr: 1.9397e-02 eta: 1:06:08 time: 0.1398 data_time: 0.0061 loss: 1.4089 03/10 06:14:03 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:14:12 - mmengine - INFO - Epoch(train) [289][1200/2503] lr: 1.9330e-02 eta: 1:05:54 time: 0.1232 data_time: 0.0071 loss: 1.4780 03/10 06:14:25 - mmengine - INFO - Epoch(train) [289][1300/2503] lr: 1.9263e-02 eta: 1:05:41 time: 0.1254 data_time: 0.0057 loss: 1.3397 03/10 06:14:39 - mmengine - INFO - Epoch(train) [289][1400/2503] lr: 1.9196e-02 eta: 1:05:27 time: 0.1316 data_time: 0.0056 loss: 1.4325 03/10 06:14:54 - mmengine - INFO - Epoch(train) [289][1500/2503] lr: 1.9129e-02 eta: 1:05:13 time: 0.1899 data_time: 0.0054 loss: 1.6171 03/10 06:15:07 - mmengine - INFO - Epoch(train) [289][1600/2503] lr: 1.9062e-02 eta: 1:04:59 time: 0.1398 data_time: 0.0052 loss: 1.4914 03/10 06:15:21 - mmengine - INFO - Epoch(train) [289][1700/2503] lr: 1.8995e-02 eta: 1:04:46 time: 0.1222 data_time: 0.0056 loss: 1.3014 03/10 06:15:35 - mmengine - INFO - Epoch(train) [289][1800/2503] lr: 1.8927e-02 eta: 1:04:32 time: 0.1303 data_time: 0.0063 loss: 1.4003 03/10 06:15:49 - mmengine - INFO - Epoch(train) [289][1900/2503] lr: 1.8860e-02 eta: 1:04:18 time: 0.1434 data_time: 0.0052 loss: 1.5195 03/10 06:16:02 - mmengine - INFO - Epoch(train) [289][2000/2503] lr: 1.8793e-02 eta: 1:04:05 time: 0.1274 data_time: 0.0268 loss: 1.4980 03/10 06:16:16 - mmengine - INFO - Epoch(train) [289][2100/2503] lr: 1.8726e-02 eta: 1:03:51 time: 0.1586 data_time: 0.0055 loss: 1.4004 03/10 06:16:21 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:16:30 - mmengine - INFO - Epoch(train) [289][2200/2503] lr: 1.8659e-02 eta: 1:03:37 time: 0.1549 data_time: 0.0396 loss: 1.4430 03/10 06:16:44 - mmengine - INFO - Epoch(train) [289][2300/2503] lr: 1.8592e-02 eta: 1:03:23 time: 0.1773 data_time: 0.0053 loss: 1.4988 03/10 06:16:58 - mmengine - INFO - Epoch(train) [289][2400/2503] lr: 1.8525e-02 eta: 1:03:10 time: 0.1085 data_time: 0.0054 loss: 1.4031 03/10 06:17:11 - mmengine - INFO - Epoch(train) [289][2500/2503] lr: 1.8458e-02 eta: 1:02:56 time: 0.1346 data_time: 0.0068 loss: 1.4978 03/10 06:17:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:17:12 - mmengine - INFO - Saving checkpoint at 289 epochs 03/10 06:17:38 - mmengine - INFO - Epoch(val) [289][98/98] accuracy/top1: 67.3220 accuracy/top5: 87.4720 03/10 06:17:54 - mmengine - INFO - Epoch(train) [290][ 100/2503] lr: 1.8389e-02 eta: 1:02:42 time: 0.1170 data_time: 0.0126 loss: 1.4216 03/10 06:18:08 - mmengine - INFO - Epoch(train) [290][ 200/2503] lr: 1.8322e-02 eta: 1:02:28 time: 0.1522 data_time: 0.0053 loss: 1.4924 03/10 06:18:22 - mmengine - INFO - Epoch(train) [290][ 300/2503] lr: 1.8255e-02 eta: 1:02:14 time: 0.1312 data_time: 0.0064 loss: 1.3155 03/10 06:18:36 - mmengine - INFO - Epoch(train) [290][ 400/2503] lr: 1.8188e-02 eta: 1:02:01 time: 0.1519 data_time: 0.0062 loss: 1.4022 03/10 06:18:50 - mmengine - INFO - Epoch(train) [290][ 500/2503] lr: 1.8121e-02 eta: 1:01:47 time: 0.1769 data_time: 0.0053 loss: 1.6124 03/10 06:19:04 - mmengine - INFO - Epoch(train) [290][ 600/2503] lr: 1.8054e-02 eta: 1:01:33 time: 0.1332 data_time: 0.0083 loss: 1.4229 03/10 06:19:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:19:18 - mmengine - INFO - Epoch(train) [290][ 700/2503] lr: 1.7987e-02 eta: 1:01:20 time: 0.1181 data_time: 0.0055 loss: 1.4837 03/10 06:19:31 - mmengine - INFO - Epoch(train) [290][ 800/2503] lr: 1.7920e-02 eta: 1:01:06 time: 0.1540 data_time: 0.0052 loss: 1.5748 03/10 06:19:45 - mmengine - INFO - Epoch(train) [290][ 900/2503] lr: 1.7853e-02 eta: 1:00:52 time: 0.1251 data_time: 0.0055 loss: 1.4176 03/10 06:19:58 - mmengine - INFO - Epoch(train) [290][1000/2503] lr: 1.7786e-02 eta: 1:00:38 time: 0.1441 data_time: 0.0059 loss: 1.4675 03/10 06:20:12 - mmengine - INFO - Epoch(train) [290][1100/2503] lr: 1.7719e-02 eta: 1:00:25 time: 0.1376 data_time: 0.0056 loss: 1.3776 03/10 06:20:27 - mmengine - INFO - Epoch(train) [290][1200/2503] lr: 1.7652e-02 eta: 1:00:11 time: 0.1242 data_time: 0.0059 loss: 1.4728 03/10 06:20:41 - mmengine - INFO - Epoch(train) [290][1300/2503] lr: 1.7585e-02 eta: 0:59:57 time: 0.1279 data_time: 0.0058 loss: 1.4075 03/10 06:20:55 - mmengine - INFO - Epoch(train) [290][1400/2503] lr: 1.7518e-02 eta: 0:59:44 time: 0.1358 data_time: 0.0384 loss: 1.5942 03/10 06:21:09 - mmengine - INFO - Epoch(train) [290][1500/2503] lr: 1.7451e-02 eta: 0:59:30 time: 0.1085 data_time: 0.0058 loss: 1.3773 03/10 06:21:22 - mmengine - INFO - Epoch(train) [290][1600/2503] lr: 1.7384e-02 eta: 0:59:16 time: 0.1246 data_time: 0.0058 loss: 1.4009 03/10 06:21:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:21:36 - mmengine - INFO - Epoch(train) [290][1700/2503] lr: 1.7317e-02 eta: 0:59:02 time: 0.1272 data_time: 0.0066 loss: 1.3528 03/10 06:21:50 - mmengine - INFO - Epoch(train) [290][1800/2503] lr: 1.7250e-02 eta: 0:58:49 time: 0.1279 data_time: 0.0057 loss: 1.4360 03/10 06:22:04 - mmengine - INFO - Epoch(train) [290][1900/2503] lr: 1.7183e-02 eta: 0:58:35 time: 0.1279 data_time: 0.0057 loss: 1.3598 03/10 06:22:18 - mmengine - INFO - Epoch(train) [290][2000/2503] lr: 1.7116e-02 eta: 0:58:21 time: 0.1429 data_time: 0.0058 loss: 1.4285 03/10 06:22:32 - mmengine - INFO - Epoch(train) [290][2100/2503] lr: 1.7049e-02 eta: 0:58:07 time: 0.1252 data_time: 0.0058 loss: 1.4416 03/10 06:22:45 - mmengine - INFO - Epoch(train) [290][2200/2503] lr: 1.6982e-02 eta: 0:57:54 time: 0.1520 data_time: 0.0070 loss: 1.5070 03/10 06:22:59 - mmengine - INFO - Epoch(train) [290][2300/2503] lr: 1.6914e-02 eta: 0:57:40 time: 0.1430 data_time: 0.0068 loss: 1.4469 03/10 06:23:13 - mmengine - INFO - Epoch(train) [290][2400/2503] lr: 1.6847e-02 eta: 0:57:26 time: 0.1566 data_time: 0.0062 loss: 1.5122 03/10 06:23:27 - mmengine - INFO - Epoch(train) [290][2500/2503] lr: 1.6780e-02 eta: 0:57:13 time: 0.1359 data_time: 0.0069 loss: 1.3633 03/10 06:23:27 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:23:27 - mmengine - INFO - Saving checkpoint at 290 epochs 03/10 06:23:55 - mmengine - INFO - Epoch(val) [290][98/98] accuracy/top1: 67.6940 accuracy/top5: 87.7720 03/10 06:24:10 - mmengine - INFO - Epoch(train) [291][ 100/2503] lr: 1.6711e-02 eta: 0:56:58 time: 0.1598 data_time: 0.0058 loss: 1.5163 03/10 06:24:14 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:24:24 - mmengine - INFO - Epoch(train) [291][ 200/2503] lr: 1.6644e-02 eta: 0:56:45 time: 0.1567 data_time: 0.0060 loss: 1.4006 03/10 06:24:38 - mmengine - INFO - Epoch(train) [291][ 300/2503] lr: 1.6577e-02 eta: 0:56:31 time: 0.1384 data_time: 0.0056 loss: 1.3819 03/10 06:24:52 - mmengine - INFO - Epoch(train) [291][ 400/2503] lr: 1.6510e-02 eta: 0:56:17 time: 0.1083 data_time: 0.0070 loss: 1.3483 03/10 06:25:06 - mmengine - INFO - Epoch(train) [291][ 500/2503] lr: 1.6443e-02 eta: 0:56:04 time: 0.1234 data_time: 0.0058 loss: 1.1777 03/10 06:25:20 - mmengine - INFO - Epoch(train) [291][ 600/2503] lr: 1.6376e-02 eta: 0:55:50 time: 0.1429 data_time: 0.0063 loss: 1.4127 03/10 06:25:34 - mmengine - INFO - Epoch(train) [291][ 700/2503] lr: 1.6309e-02 eta: 0:55:36 time: 0.1323 data_time: 0.0057 loss: 1.4065 03/10 06:25:47 - mmengine - INFO - Epoch(train) [291][ 800/2503] lr: 1.6242e-02 eta: 0:55:22 time: 0.1294 data_time: 0.0060 loss: 1.4393 03/10 06:26:02 - mmengine - INFO - Epoch(train) [291][ 900/2503] lr: 1.6175e-02 eta: 0:55:09 time: 0.1276 data_time: 0.0067 loss: 1.4710 03/10 06:26:15 - mmengine - INFO - Epoch(train) [291][1000/2503] lr: 1.6108e-02 eta: 0:54:55 time: 0.1332 data_time: 0.0056 loss: 1.3223 03/10 06:26:29 - mmengine - INFO - Epoch(train) [291][1100/2503] lr: 1.6041e-02 eta: 0:54:41 time: 0.1104 data_time: 0.0060 loss: 1.4628 03/10 06:26:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:26:43 - mmengine - INFO - Epoch(train) [291][1200/2503] lr: 1.5974e-02 eta: 0:54:28 time: 0.1420 data_time: 0.0056 loss: 1.3924 03/10 06:26:57 - mmengine - INFO - Epoch(train) [291][1300/2503] lr: 1.5907e-02 eta: 0:54:14 time: 0.1220 data_time: 0.0234 loss: 1.4085 03/10 06:27:11 - mmengine - INFO - Epoch(train) [291][1400/2503] lr: 1.5840e-02 eta: 0:54:00 time: 0.1436 data_time: 0.0060 loss: 1.3012 03/10 06:27:25 - mmengine - INFO - Epoch(train) [291][1500/2503] lr: 1.5773e-02 eta: 0:53:46 time: 0.1311 data_time: 0.0062 loss: 1.4161 03/10 06:27:38 - mmengine - INFO - Epoch(train) [291][1600/2503] lr: 1.5706e-02 eta: 0:53:33 time: 0.1136 data_time: 0.0063 loss: 1.3914 03/10 06:27:52 - mmengine - INFO - Epoch(train) [291][1700/2503] lr: 1.5639e-02 eta: 0:53:19 time: 0.1348 data_time: 0.0069 loss: 1.3259 03/10 06:28:06 - mmengine - INFO - Epoch(train) [291][1800/2503] lr: 1.5572e-02 eta: 0:53:05 time: 0.1448 data_time: 0.0056 loss: 1.4386 03/10 06:28:19 - mmengine - INFO - Epoch(train) [291][1900/2503] lr: 1.5505e-02 eta: 0:52:52 time: 0.1253 data_time: 0.0062 loss: 1.3338 03/10 06:28:33 - mmengine - INFO - Epoch(train) [291][2000/2503] lr: 1.5438e-02 eta: 0:52:38 time: 0.1239 data_time: 0.0059 loss: 1.5225 03/10 06:28:47 - mmengine - INFO - Epoch(train) [291][2100/2503] lr: 1.5371e-02 eta: 0:52:24 time: 0.1134 data_time: 0.0068 loss: 1.3914 03/10 06:28:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:29:01 - mmengine - INFO - Epoch(train) [291][2200/2503] lr: 1.5304e-02 eta: 0:52:10 time: 0.1296 data_time: 0.0061 loss: 1.4619 03/10 06:29:15 - mmengine - INFO - Epoch(train) [291][2300/2503] lr: 1.5237e-02 eta: 0:51:57 time: 0.1443 data_time: 0.0058 loss: 1.4238 03/10 06:29:28 - mmengine - INFO - Epoch(train) [291][2400/2503] lr: 1.5170e-02 eta: 0:51:43 time: 0.1163 data_time: 0.0054 loss: 1.5729 03/10 06:29:42 - mmengine - INFO - Epoch(train) [291][2500/2503] lr: 1.5103e-02 eta: 0:51:29 time: 0.1066 data_time: 0.0073 loss: 1.4521 03/10 06:29:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:29:43 - mmengine - INFO - Saving checkpoint at 291 epochs 03/10 06:30:09 - mmengine - INFO - Epoch(val) [291][98/98] accuracy/top1: 67.7880 accuracy/top5: 87.8120 03/10 06:30:25 - mmengine - INFO - Epoch(train) [292][ 100/2503] lr: 1.5034e-02 eta: 0:51:15 time: 0.1360 data_time: 0.0067 loss: 1.3478 03/10 06:30:39 - mmengine - INFO - Epoch(train) [292][ 200/2503] lr: 1.4967e-02 eta: 0:51:01 time: 0.1390 data_time: 0.0056 loss: 1.4587 03/10 06:30:53 - mmengine - INFO - Epoch(train) [292][ 300/2503] lr: 1.4899e-02 eta: 0:50:48 time: 0.1546 data_time: 0.0151 loss: 1.4471 03/10 06:31:07 - mmengine - INFO - Epoch(train) [292][ 400/2503] lr: 1.4832e-02 eta: 0:50:34 time: 0.1385 data_time: 0.0362 loss: 1.3392 03/10 06:31:21 - mmengine - INFO - Epoch(train) [292][ 500/2503] lr: 1.4765e-02 eta: 0:50:20 time: 0.1437 data_time: 0.0058 loss: 1.3319 03/10 06:31:35 - mmengine - INFO - Epoch(train) [292][ 600/2503] lr: 1.4698e-02 eta: 0:50:07 time: 0.1347 data_time: 0.0061 loss: 1.4376 03/10 06:31:39 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:31:48 - mmengine - INFO - Epoch(train) [292][ 700/2503] lr: 1.4631e-02 eta: 0:49:53 time: 0.1303 data_time: 0.0051 loss: 1.4772 03/10 06:32:03 - mmengine - INFO - Epoch(train) [292][ 800/2503] lr: 1.4564e-02 eta: 0:49:39 time: 0.1209 data_time: 0.0065 loss: 1.5209 03/10 06:32:17 - mmengine - INFO - Epoch(train) [292][ 900/2503] lr: 1.4497e-02 eta: 0:49:25 time: 0.1392 data_time: 0.0131 loss: 1.2902 03/10 06:32:31 - mmengine - INFO - Epoch(train) [292][1000/2503] lr: 1.4430e-02 eta: 0:49:12 time: 0.1078 data_time: 0.0062 loss: 1.4263 03/10 06:32:44 - mmengine - INFO - Epoch(train) [292][1100/2503] lr: 1.4363e-02 eta: 0:48:58 time: 0.1482 data_time: 0.0055 loss: 1.4128 03/10 06:32:58 - mmengine - INFO - Epoch(train) [292][1200/2503] lr: 1.4296e-02 eta: 0:48:44 time: 0.1134 data_time: 0.0130 loss: 1.3800 03/10 06:33:12 - mmengine - INFO - Epoch(train) [292][1300/2503] lr: 1.4229e-02 eta: 0:48:30 time: 0.1251 data_time: 0.0075 loss: 1.5064 03/10 06:33:25 - mmengine - INFO - Epoch(train) [292][1400/2503] lr: 1.4162e-02 eta: 0:48:17 time: 0.1472 data_time: 0.0396 loss: 1.4145 03/10 06:33:39 - mmengine - INFO - Epoch(train) [292][1500/2503] lr: 1.4095e-02 eta: 0:48:03 time: 0.1350 data_time: 0.0071 loss: 1.4270 03/10 06:33:53 - mmengine - INFO - Epoch(train) [292][1600/2503] lr: 1.4028e-02 eta: 0:47:49 time: 0.1368 data_time: 0.0057 loss: 1.3773 03/10 06:33:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:34:06 - mmengine - INFO - Epoch(train) [292][1700/2503] lr: 1.3961e-02 eta: 0:47:36 time: 0.1444 data_time: 0.0061 loss: 1.3326 03/10 06:34:20 - mmengine - INFO - Epoch(train) [292][1800/2503] lr: 1.3894e-02 eta: 0:47:22 time: 0.1360 data_time: 0.0058 loss: 1.3512 03/10 06:34:33 - mmengine - INFO - Epoch(train) [292][1900/2503] lr: 1.3827e-02 eta: 0:47:08 time: 0.1249 data_time: 0.0234 loss: 1.3987 03/10 06:34:47 - mmengine - INFO - Epoch(train) [292][2000/2503] lr: 1.3760e-02 eta: 0:46:54 time: 0.1076 data_time: 0.0058 loss: 1.3364 03/10 06:35:01 - mmengine - INFO - Epoch(train) [292][2100/2503] lr: 1.3693e-02 eta: 0:46:41 time: 0.1393 data_time: 0.0057 loss: 1.5020 03/10 06:35:14 - mmengine - INFO - Epoch(train) [292][2200/2503] lr: 1.3626e-02 eta: 0:46:27 time: 0.1501 data_time: 0.0060 loss: 1.3158 03/10 06:35:28 - mmengine - INFO - Epoch(train) [292][2300/2503] lr: 1.3559e-02 eta: 0:46:13 time: 0.1369 data_time: 0.0057 loss: 1.3296 03/10 06:35:42 - mmengine - INFO - Epoch(train) [292][2400/2503] lr: 1.3492e-02 eta: 0:46:00 time: 0.1654 data_time: 0.0057 loss: 1.5864 03/10 06:35:56 - mmengine - INFO - Epoch(train) [292][2500/2503] lr: 1.3425e-02 eta: 0:45:46 time: 0.1236 data_time: 0.0058 loss: 1.3975 03/10 06:35:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:35:56 - mmengine - INFO - Saving checkpoint at 292 epochs 03/10 06:36:22 - mmengine - INFO - Epoch(val) [292][98/98] accuracy/top1: 68.1760 accuracy/top5: 88.0340 03/10 06:36:37 - mmengine - INFO - Epoch(train) [293][ 100/2503] lr: 1.3356e-02 eta: 0:45:32 time: 0.1336 data_time: 0.0058 loss: 1.3756 03/10 06:36:40 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:36:50 - mmengine - INFO - Epoch(train) [293][ 200/2503] lr: 1.3289e-02 eta: 0:45:18 time: 0.1111 data_time: 0.0065 loss: 1.3364 03/10 06:37:04 - mmengine - INFO - Epoch(train) [293][ 300/2503] lr: 1.3222e-02 eta: 0:45:04 time: 0.1415 data_time: 0.0062 loss: 1.4204 03/10 06:37:18 - mmengine - INFO - Epoch(train) [293][ 400/2503] lr: 1.3155e-02 eta: 0:44:51 time: 0.1271 data_time: 0.0060 loss: 1.3389 03/10 06:37:32 - mmengine - INFO - Epoch(train) [293][ 500/2503] lr: 1.3088e-02 eta: 0:44:37 time: 0.1380 data_time: 0.0053 loss: 1.3820 03/10 06:37:46 - mmengine - INFO - Epoch(train) [293][ 600/2503] lr: 1.3021e-02 eta: 0:44:23 time: 0.1183 data_time: 0.0062 loss: 1.4416 03/10 06:38:01 - mmengine - INFO - Epoch(train) [293][ 700/2503] lr: 1.2953e-02 eta: 0:44:09 time: 0.1787 data_time: 0.0054 loss: 1.2963 03/10 06:38:14 - mmengine - INFO - Epoch(train) [293][ 800/2503] lr: 1.2886e-02 eta: 0:43:56 time: 0.1249 data_time: 0.0061 loss: 1.3026 03/10 06:38:28 - mmengine - INFO - Epoch(train) [293][ 900/2503] lr: 1.2819e-02 eta: 0:43:42 time: 0.1885 data_time: 0.0059 loss: 1.2556 03/10 06:38:42 - mmengine - INFO - Epoch(train) [293][1000/2503] lr: 1.2752e-02 eta: 0:43:28 time: 0.1353 data_time: 0.0058 loss: 1.4727 03/10 06:38:55 - mmengine - INFO - Epoch(train) [293][1100/2503] lr: 1.2685e-02 eta: 0:43:15 time: 0.1294 data_time: 0.0062 loss: 1.3938 03/10 06:38:59 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:39:09 - mmengine - INFO - Epoch(train) [293][1200/2503] lr: 1.2618e-02 eta: 0:43:01 time: 0.1077 data_time: 0.0060 loss: 1.3766 03/10 06:39:24 - mmengine - INFO - Epoch(train) [293][1300/2503] lr: 1.2551e-02 eta: 0:42:47 time: 0.1373 data_time: 0.0062 loss: 1.4402 03/10 06:39:37 - mmengine - INFO - Epoch(train) [293][1400/2503] lr: 1.2484e-02 eta: 0:42:33 time: 0.1335 data_time: 0.0065 loss: 1.4565 03/10 06:39:52 - mmengine - INFO - Epoch(train) [293][1500/2503] lr: 1.2417e-02 eta: 0:42:20 time: 0.1555 data_time: 0.0264 loss: 1.4315 03/10 06:40:06 - mmengine - INFO - Epoch(train) [293][1600/2503] lr: 1.2350e-02 eta: 0:42:06 time: 0.1317 data_time: 0.0069 loss: 1.2594 03/10 06:40:20 - mmengine - INFO - Epoch(train) [293][1700/2503] lr: 1.2283e-02 eta: 0:41:52 time: 0.1085 data_time: 0.0063 loss: 1.3296 03/10 06:40:34 - mmengine - INFO - Epoch(train) [293][1800/2503] lr: 1.2216e-02 eta: 0:41:39 time: 0.1361 data_time: 0.0351 loss: 1.5065 03/10 06:40:47 - mmengine - INFO - Epoch(train) [293][1900/2503] lr: 1.2149e-02 eta: 0:41:25 time: 0.1141 data_time: 0.0068 loss: 1.2955 03/10 06:41:01 - mmengine - INFO - Epoch(train) [293][2000/2503] lr: 1.2082e-02 eta: 0:41:11 time: 0.1341 data_time: 0.0063 loss: 1.3756 03/10 06:41:16 - mmengine - INFO - Epoch(train) [293][2100/2503] lr: 1.2015e-02 eta: 0:40:57 time: 0.1689 data_time: 0.0056 loss: 1.3785 03/10 06:41:19 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:41:30 - mmengine - INFO - Epoch(train) [293][2200/2503] lr: 1.1948e-02 eta: 0:40:44 time: 0.1488 data_time: 0.0063 loss: 1.4423 03/10 06:41:44 - mmengine - INFO - Epoch(train) [293][2300/2503] lr: 1.1881e-02 eta: 0:40:30 time: 0.1444 data_time: 0.0056 loss: 1.3195 03/10 06:41:57 - mmengine - INFO - Epoch(train) [293][2400/2503] lr: 1.1814e-02 eta: 0:40:16 time: 0.1268 data_time: 0.0060 loss: 1.3610 03/10 06:42:11 - mmengine - INFO - Epoch(train) [293][2500/2503] lr: 1.1747e-02 eta: 0:40:03 time: 0.1206 data_time: 0.0073 loss: 1.3953 03/10 06:42:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:42:12 - mmengine - INFO - Saving checkpoint at 293 epochs 03/10 06:42:38 - mmengine - INFO - Epoch(val) [293][98/98] accuracy/top1: 68.3480 accuracy/top5: 88.0700 03/10 06:42:54 - mmengine - INFO - Epoch(train) [294][ 100/2503] lr: 1.1678e-02 eta: 0:39:48 time: 0.1474 data_time: 0.0060 loss: 1.3218 03/10 06:43:07 - mmengine - INFO - Epoch(train) [294][ 200/2503] lr: 1.1611e-02 eta: 0:39:35 time: 0.1497 data_time: 0.0062 loss: 1.3301 03/10 06:43:21 - mmengine - INFO - Epoch(train) [294][ 300/2503] lr: 1.1544e-02 eta: 0:39:21 time: 0.1416 data_time: 0.0056 loss: 1.5829 03/10 06:43:35 - mmengine - INFO - Epoch(train) [294][ 400/2503] lr: 1.1477e-02 eta: 0:39:07 time: 0.1238 data_time: 0.0057 loss: 1.3589 03/10 06:43:49 - mmengine - INFO - Epoch(train) [294][ 500/2503] lr: 1.1410e-02 eta: 0:38:54 time: 0.1113 data_time: 0.0070 loss: 1.3412 03/10 06:44:03 - mmengine - INFO - Epoch(train) [294][ 600/2503] lr: 1.1343e-02 eta: 0:38:40 time: 0.1081 data_time: 0.0066 loss: 1.2661 03/10 06:44:06 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:44:17 - mmengine - INFO - Epoch(train) [294][ 700/2503] lr: 1.1276e-02 eta: 0:38:26 time: 0.1534 data_time: 0.0058 loss: 1.4014 03/10 06:44:31 - mmengine - INFO - Epoch(train) [294][ 800/2503] lr: 1.1209e-02 eta: 0:38:12 time: 0.1098 data_time: 0.0059 loss: 1.4342 03/10 06:44:45 - mmengine - INFO - Epoch(train) [294][ 900/2503] lr: 1.1142e-02 eta: 0:37:59 time: 0.1370 data_time: 0.0055 loss: 1.2779 03/10 06:44:59 - mmengine - INFO - Epoch(train) [294][1000/2503] lr: 1.1075e-02 eta: 0:37:45 time: 0.1537 data_time: 0.0059 loss: 1.4187 03/10 06:45:13 - mmengine - INFO - Epoch(train) [294][1100/2503] lr: 1.1008e-02 eta: 0:37:31 time: 0.1346 data_time: 0.0063 loss: 1.4138 03/10 06:45:26 - mmengine - INFO - Epoch(train) [294][1200/2503] lr: 1.0940e-02 eta: 0:37:18 time: 0.1092 data_time: 0.0066 loss: 1.3086 03/10 06:45:40 - mmengine - INFO - Epoch(train) [294][1300/2503] lr: 1.0873e-02 eta: 0:37:04 time: 0.1097 data_time: 0.0065 loss: 1.2933 03/10 06:45:54 - mmengine - INFO - Epoch(train) [294][1400/2503] lr: 1.0806e-02 eta: 0:36:50 time: 0.1074 data_time: 0.0062 loss: 1.3388 03/10 06:46:08 - mmengine - INFO - Epoch(train) [294][1500/2503] lr: 1.0739e-02 eta: 0:36:36 time: 0.1019 data_time: 0.0052 loss: 1.2916 03/10 06:46:22 - mmengine - INFO - Epoch(train) [294][1600/2503] lr: 1.0672e-02 eta: 0:36:23 time: 0.1315 data_time: 0.0056 loss: 1.4354 03/10 06:46:25 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:46:36 - mmengine - INFO - Epoch(train) [294][1700/2503] lr: 1.0605e-02 eta: 0:36:09 time: 0.1368 data_time: 0.0051 loss: 1.3557 03/10 06:46:49 - mmengine - INFO - Epoch(train) [294][1800/2503] lr: 1.0538e-02 eta: 0:35:55 time: 0.1271 data_time: 0.0065 loss: 1.5601 03/10 06:47:03 - mmengine - INFO - Epoch(train) [294][1900/2503] lr: 1.0471e-02 eta: 0:35:42 time: 0.1405 data_time: 0.0056 loss: 1.4094 03/10 06:47:17 - mmengine - INFO - Epoch(train) [294][2000/2503] lr: 1.0404e-02 eta: 0:35:28 time: 0.1384 data_time: 0.0064 loss: 1.3154 03/10 06:47:31 - mmengine - INFO - Epoch(train) [294][2100/2503] lr: 1.0337e-02 eta: 0:35:14 time: 0.1404 data_time: 0.0060 loss: 1.3504 03/10 06:47:44 - mmengine - INFO - Epoch(train) [294][2200/2503] lr: 1.0270e-02 eta: 0:35:00 time: 0.1357 data_time: 0.0055 loss: 1.3153 03/10 06:47:58 - mmengine - INFO - Epoch(train) [294][2300/2503] lr: 1.0203e-02 eta: 0:34:47 time: 0.1344 data_time: 0.0087 loss: 1.3807 03/10 06:48:12 - mmengine - INFO - Epoch(train) [294][2400/2503] lr: 1.0136e-02 eta: 0:34:33 time: 0.1345 data_time: 0.0061 loss: 1.5119 03/10 06:48:26 - mmengine - INFO - Epoch(train) [294][2500/2503] lr: 1.0069e-02 eta: 0:34:19 time: 0.1207 data_time: 0.0068 loss: 1.3853 03/10 06:48:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:48:26 - mmengine - INFO - Saving checkpoint at 294 epochs 03/10 06:48:53 - mmengine - INFO - Epoch(val) [294][98/98] accuracy/top1: 68.6220 accuracy/top5: 88.3760 03/10 06:49:08 - mmengine - INFO - Epoch(train) [295][ 100/2503] lr: 1.0000e-02 eta: 0:34:05 time: 0.1413 data_time: 0.0062 loss: 1.3301 03/10 06:49:11 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:49:22 - mmengine - INFO - Epoch(train) [295][ 200/2503] lr: 9.9330e-03 eta: 0:33:51 time: 0.1067 data_time: 0.0067 loss: 1.3162 03/10 06:49:37 - mmengine - INFO - Epoch(train) [295][ 300/2503] lr: 9.8659e-03 eta: 0:33:38 time: 0.1621 data_time: 0.0055 loss: 1.4607 03/10 06:49:51 - mmengine - INFO - Epoch(train) [295][ 400/2503] lr: 9.7989e-03 eta: 0:33:24 time: 0.1050 data_time: 0.0055 loss: 1.4077 03/10 06:50:04 - mmengine - INFO - Epoch(train) [295][ 500/2503] lr: 9.7319e-03 eta: 0:33:10 time: 0.1173 data_time: 0.0057 loss: 1.4321 03/10 06:50:19 - mmengine - INFO - Epoch(train) [295][ 600/2503] lr: 9.6648e-03 eta: 0:32:57 time: 0.1437 data_time: 0.0064 loss: 1.3568 03/10 06:50:33 - mmengine - INFO - Epoch(train) [295][ 700/2503] lr: 9.5978e-03 eta: 0:32:43 time: 0.2074 data_time: 0.0049 loss: 1.3848 03/10 06:50:47 - mmengine - INFO - Epoch(train) [295][ 800/2503] lr: 9.5308e-03 eta: 0:32:29 time: 0.1271 data_time: 0.0054 loss: 1.4103 03/10 06:51:01 - mmengine - INFO - Epoch(train) [295][ 900/2503] lr: 9.4637e-03 eta: 0:32:15 time: 0.1185 data_time: 0.0059 loss: 1.3699 03/10 06:51:15 - mmengine - INFO - Epoch(train) [295][1000/2503] lr: 9.3967e-03 eta: 0:32:02 time: 0.1425 data_time: 0.0236 loss: 1.3624 03/10 06:51:28 - mmengine - INFO - Epoch(train) [295][1100/2503] lr: 9.3297e-03 eta: 0:31:48 time: 0.1337 data_time: 0.0060 loss: 1.4788 03/10 06:51:31 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:51:42 - mmengine - INFO - Epoch(train) [295][1200/2503] lr: 9.2626e-03 eta: 0:31:34 time: 0.1386 data_time: 0.0056 loss: 1.3736 03/10 06:51:56 - mmengine - INFO - Epoch(train) [295][1300/2503] lr: 9.1956e-03 eta: 0:31:21 time: 0.1608 data_time: 0.0052 loss: 1.3256 03/10 06:52:10 - mmengine - INFO - Epoch(train) [295][1400/2503] lr: 9.1286e-03 eta: 0:31:07 time: 0.1633 data_time: 0.0055 loss: 1.2719 03/10 06:52:23 - mmengine - INFO - Epoch(train) [295][1500/2503] lr: 9.0615e-03 eta: 0:30:53 time: 0.1251 data_time: 0.0053 loss: 1.4114 03/10 06:52:37 - mmengine - INFO - Epoch(train) [295][1600/2503] lr: 8.9945e-03 eta: 0:30:39 time: 0.1293 data_time: 0.0062 loss: 1.4599 03/10 06:52:51 - mmengine - INFO - Epoch(train) [295][1700/2503] lr: 8.9275e-03 eta: 0:30:26 time: 0.1326 data_time: 0.0053 loss: 1.2637 03/10 06:53:05 - mmengine - INFO - Epoch(train) [295][1800/2503] lr: 8.8604e-03 eta: 0:30:12 time: 0.1630 data_time: 0.0059 loss: 1.2965 03/10 06:53:19 - mmengine - INFO - Epoch(train) [295][1900/2503] lr: 8.7934e-03 eta: 0:29:58 time: 0.1349 data_time: 0.0055 loss: 1.3202 03/10 06:53:33 - mmengine - INFO - Epoch(train) [295][2000/2503] lr: 8.7264e-03 eta: 0:29:45 time: 0.1270 data_time: 0.0059 loss: 1.3217 03/10 06:53:46 - mmengine - INFO - Epoch(train) [295][2100/2503] lr: 8.6593e-03 eta: 0:29:31 time: 0.1524 data_time: 0.0059 loss: 1.4590 03/10 06:53:49 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:54:00 - mmengine - INFO - Epoch(train) [295][2200/2503] lr: 8.5923e-03 eta: 0:29:17 time: 0.1363 data_time: 0.0062 loss: 1.3644 03/10 06:54:14 - mmengine - INFO - Epoch(train) [295][2300/2503] lr: 8.5253e-03 eta: 0:29:03 time: 0.1531 data_time: 0.0060 loss: 1.3459 03/10 06:54:27 - mmengine - INFO - Epoch(train) [295][2400/2503] lr: 8.4582e-03 eta: 0:28:50 time: 0.1438 data_time: 0.0055 loss: 1.3308 03/10 06:54:41 - mmengine - INFO - Epoch(train) [295][2500/2503] lr: 8.3912e-03 eta: 0:28:36 time: 0.1511 data_time: 0.0066 loss: 1.2207 03/10 06:54:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:54:42 - mmengine - INFO - Saving checkpoint at 295 epochs 03/10 06:55:08 - mmengine - INFO - Epoch(val) [295][98/98] accuracy/top1: 68.7700 accuracy/top5: 88.4060 03/10 06:55:24 - mmengine - INFO - Epoch(train) [296][ 100/2503] lr: 8.3222e-03 eta: 0:28:22 time: 0.1818 data_time: 0.0059 loss: 1.4195 03/10 06:55:38 - mmengine - INFO - Epoch(train) [296][ 200/2503] lr: 8.2551e-03 eta: 0:28:08 time: 0.1680 data_time: 0.0054 loss: 1.4074 03/10 06:55:52 - mmengine - INFO - Epoch(train) [296][ 300/2503] lr: 8.1881e-03 eta: 0:27:54 time: 0.1435 data_time: 0.0058 loss: 1.2824 03/10 06:56:05 - mmengine - INFO - Epoch(train) [296][ 400/2503] lr: 8.1211e-03 eta: 0:27:41 time: 0.1473 data_time: 0.0062 loss: 1.3027 03/10 06:56:20 - mmengine - INFO - Epoch(train) [296][ 500/2503] lr: 8.0540e-03 eta: 0:27:27 time: 0.1535 data_time: 0.0057 loss: 1.5001 03/10 06:56:34 - mmengine - INFO - Epoch(train) [296][ 600/2503] lr: 7.9870e-03 eta: 0:27:13 time: 0.1730 data_time: 0.0058 loss: 1.3519 03/10 06:56:36 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:56:48 - mmengine - INFO - Epoch(train) [296][ 700/2503] lr: 7.9200e-03 eta: 0:27:00 time: 0.1647 data_time: 0.0056 loss: 1.3219 03/10 06:57:01 - mmengine - INFO - Epoch(train) [296][ 800/2503] lr: 7.8529e-03 eta: 0:26:46 time: 0.1410 data_time: 0.0057 loss: 1.3430 03/10 06:57:15 - mmengine - INFO - Epoch(train) [296][ 900/2503] lr: 7.7859e-03 eta: 0:26:32 time: 0.1361 data_time: 0.0061 loss: 1.4186 03/10 06:57:29 - mmengine - INFO - Epoch(train) [296][1000/2503] lr: 7.7189e-03 eta: 0:26:18 time: 0.1236 data_time: 0.0256 loss: 1.4250 03/10 06:57:43 - mmengine - INFO - Epoch(train) [296][1100/2503] lr: 7.6518e-03 eta: 0:26:05 time: 0.1489 data_time: 0.0458 loss: 1.3368 03/10 06:57:57 - mmengine - INFO - Epoch(train) [296][1200/2503] lr: 7.5848e-03 eta: 0:25:51 time: 0.1358 data_time: 0.0065 loss: 1.3633 03/10 06:58:11 - mmengine - INFO - Epoch(train) [296][1300/2503] lr: 7.5178e-03 eta: 0:25:37 time: 0.1116 data_time: 0.0059 loss: 1.2353 03/10 06:58:25 - mmengine - INFO - Epoch(train) [296][1400/2503] lr: 7.4507e-03 eta: 0:25:24 time: 0.1584 data_time: 0.0060 loss: 1.4565 03/10 06:58:39 - mmengine - INFO - Epoch(train) [296][1500/2503] lr: 7.3837e-03 eta: 0:25:10 time: 0.1747 data_time: 0.0050 loss: 1.2429 03/10 06:58:53 - mmengine - INFO - Epoch(train) [296][1600/2503] lr: 7.3167e-03 eta: 0:24:56 time: 0.1628 data_time: 0.0114 loss: 1.3664 03/10 06:58:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 06:59:06 - mmengine - INFO - Epoch(train) [296][1700/2503] lr: 7.2496e-03 eta: 0:24:42 time: 0.1285 data_time: 0.0068 loss: 1.2986 03/10 06:59:20 - mmengine - INFO - Epoch(train) [296][1800/2503] lr: 7.1826e-03 eta: 0:24:29 time: 0.1281 data_time: 0.0058 loss: 1.4216 03/10 06:59:34 - mmengine - INFO - Epoch(train) [296][1900/2503] lr: 7.1156e-03 eta: 0:24:15 time: 0.1324 data_time: 0.0057 loss: 1.4239 03/10 06:59:47 - mmengine - INFO - Epoch(train) [296][2000/2503] lr: 7.0485e-03 eta: 0:24:01 time: 0.1202 data_time: 0.0069 loss: 1.3887 03/10 07:00:02 - mmengine - INFO - Epoch(train) [296][2100/2503] lr: 6.9815e-03 eta: 0:23:48 time: 0.1691 data_time: 0.0061 loss: 1.4221 03/10 07:00:15 - mmengine - INFO - Epoch(train) [296][2200/2503] lr: 6.9145e-03 eta: 0:23:34 time: 0.1528 data_time: 0.0055 loss: 1.4030 03/10 07:00:29 - mmengine - INFO - Epoch(train) [296][2300/2503] lr: 6.8474e-03 eta: 0:23:20 time: 0.1572 data_time: 0.0055 loss: 1.2480 03/10 07:00:43 - mmengine - INFO - Epoch(train) [296][2400/2503] lr: 6.7804e-03 eta: 0:23:06 time: 0.1543 data_time: 0.0275 loss: 1.2939 03/10 07:00:56 - mmengine - INFO - Epoch(train) [296][2500/2503] lr: 6.7134e-03 eta: 0:22:53 time: 0.1362 data_time: 0.0067 loss: 1.4091 03/10 07:00:56 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:00:57 - mmengine - INFO - Saving checkpoint at 296 epochs 03/10 07:01:24 - mmengine - INFO - Epoch(val) [296][98/98] accuracy/top1: 68.7540 accuracy/top5: 88.5200 03/10 07:01:40 - mmengine - INFO - Epoch(train) [297][ 100/2503] lr: 6.6443e-03 eta: 0:22:39 time: 0.1625 data_time: 0.0058 loss: 1.1646 03/10 07:01:41 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:01:53 - mmengine - INFO - Epoch(train) [297][ 200/2503] lr: 6.5773e-03 eta: 0:22:25 time: 0.1712 data_time: 0.0065 loss: 1.3881 03/10 07:02:08 - mmengine - INFO - Epoch(train) [297][ 300/2503] lr: 6.5103e-03 eta: 0:22:11 time: 0.1318 data_time: 0.0058 loss: 1.3482 03/10 07:02:21 - mmengine - INFO - Epoch(train) [297][ 400/2503] lr: 6.4432e-03 eta: 0:21:57 time: 0.1634 data_time: 0.0059 loss: 1.3876 03/10 07:02:35 - mmengine - INFO - Epoch(train) [297][ 500/2503] lr: 6.3762e-03 eta: 0:21:44 time: 0.1156 data_time: 0.0058 loss: 1.2426 03/10 07:02:49 - mmengine - INFO - Epoch(train) [297][ 600/2503] lr: 6.3092e-03 eta: 0:21:30 time: 0.1712 data_time: 0.0055 loss: 1.3111 03/10 07:03:02 - mmengine - INFO - Epoch(train) [297][ 700/2503] lr: 6.2421e-03 eta: 0:21:16 time: 0.1434 data_time: 0.0104 loss: 1.3165 03/10 07:03:16 - mmengine - INFO - Epoch(train) [297][ 800/2503] lr: 6.1751e-03 eta: 0:21:03 time: 0.1346 data_time: 0.0057 loss: 1.4853 03/10 07:03:30 - mmengine - INFO - Epoch(train) [297][ 900/2503] lr: 6.1081e-03 eta: 0:20:49 time: 0.1422 data_time: 0.0059 loss: 1.4643 03/10 07:03:44 - mmengine - INFO - Epoch(train) [297][1000/2503] lr: 6.0410e-03 eta: 0:20:35 time: 0.1508 data_time: 0.0058 loss: 1.4155 03/10 07:03:58 - mmengine - INFO - Epoch(train) [297][1100/2503] lr: 5.9740e-03 eta: 0:20:21 time: 0.1243 data_time: 0.0065 loss: 1.3394 03/10 07:04:00 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:04:12 - mmengine - INFO - Epoch(train) [297][1200/2503] lr: 5.9070e-03 eta: 0:20:08 time: 0.1303 data_time: 0.0060 loss: 1.3379 03/10 07:04:26 - mmengine - INFO - Epoch(train) [297][1300/2503] lr: 5.8399e-03 eta: 0:19:54 time: 0.1260 data_time: 0.0060 loss: 1.4309 03/10 07:04:39 - mmengine - INFO - Epoch(train) [297][1400/2503] lr: 5.7729e-03 eta: 0:19:40 time: 0.1146 data_time: 0.0059 loss: 1.3958 03/10 07:04:53 - mmengine - INFO - Epoch(train) [297][1500/2503] lr: 5.7059e-03 eta: 0:19:27 time: 0.1157 data_time: 0.0132 loss: 1.4619 03/10 07:05:07 - mmengine - INFO - Epoch(train) [297][1600/2503] lr: 5.6388e-03 eta: 0:19:13 time: 0.1163 data_time: 0.0054 loss: 1.4113 03/10 07:05:20 - mmengine - INFO - Epoch(train) [297][1700/2503] lr: 5.5718e-03 eta: 0:18:59 time: 0.1197 data_time: 0.0062 loss: 1.3090 03/10 07:05:34 - mmengine - INFO - Epoch(train) [297][1800/2503] lr: 5.5048e-03 eta: 0:18:45 time: 0.1061 data_time: 0.0068 loss: 1.4582 03/10 07:05:48 - mmengine - INFO - Epoch(train) [297][1900/2503] lr: 5.4377e-03 eta: 0:18:32 time: 0.1263 data_time: 0.0059 loss: 1.4755 03/10 07:06:03 - mmengine - INFO - Epoch(train) [297][2000/2503] lr: 5.3707e-03 eta: 0:18:18 time: 0.1330 data_time: 0.0054 loss: 1.4036 03/10 07:06:17 - mmengine - INFO - Epoch(train) [297][2100/2503] lr: 5.3037e-03 eta: 0:18:04 time: 0.1385 data_time: 0.0062 loss: 1.4075 03/10 07:06:18 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:06:30 - mmengine - INFO - Epoch(train) [297][2200/2503] lr: 5.2366e-03 eta: 0:17:51 time: 0.1371 data_time: 0.0083 loss: 1.2887 03/10 07:06:44 - mmengine - INFO - Epoch(train) [297][2300/2503] lr: 5.1696e-03 eta: 0:17:37 time: 0.1542 data_time: 0.0054 loss: 1.4339 03/10 07:06:58 - mmengine - INFO - Epoch(train) [297][2400/2503] lr: 5.1026e-03 eta: 0:17:23 time: 0.1217 data_time: 0.0054 loss: 1.3696 03/10 07:07:11 - mmengine - INFO - Epoch(train) [297][2500/2503] lr: 5.0355e-03 eta: 0:17:09 time: 0.1024 data_time: 0.0068 loss: 1.2798 03/10 07:07:12 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:07:12 - mmengine - INFO - Saving checkpoint at 297 epochs 03/10 07:07:38 - mmengine - INFO - Epoch(val) [297][98/98] accuracy/top1: 69.1500 accuracy/top5: 88.5740 03/10 07:07:54 - mmengine - INFO - Epoch(train) [298][ 100/2503] lr: 4.9665e-03 eta: 0:16:55 time: 0.1359 data_time: 0.0062 loss: 1.4994 03/10 07:08:07 - mmengine - INFO - Epoch(train) [298][ 200/2503] lr: 4.8995e-03 eta: 0:16:42 time: 0.1200 data_time: 0.0055 loss: 1.3004 03/10 07:08:22 - mmengine - INFO - Epoch(train) [298][ 300/2503] lr: 4.8324e-03 eta: 0:16:28 time: 0.1088 data_time: 0.0055 loss: 1.4812 03/10 07:08:35 - mmengine - INFO - Epoch(train) [298][ 400/2503] lr: 4.7654e-03 eta: 0:16:14 time: 0.1270 data_time: 0.0053 loss: 1.4108 03/10 07:08:50 - mmengine - INFO - Epoch(train) [298][ 500/2503] lr: 4.6984e-03 eta: 0:16:01 time: 0.1669 data_time: 0.0052 loss: 1.2434 03/10 07:09:03 - mmengine - INFO - Epoch(train) [298][ 600/2503] lr: 4.6313e-03 eta: 0:15:47 time: 0.1358 data_time: 0.0130 loss: 1.3467 03/10 07:09:05 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:09:17 - mmengine - INFO - Epoch(train) [298][ 700/2503] lr: 4.5643e-03 eta: 0:15:33 time: 0.1523 data_time: 0.0056 loss: 1.2880 03/10 07:09:31 - mmengine - INFO - Epoch(train) [298][ 800/2503] lr: 4.4973e-03 eta: 0:15:19 time: 0.1198 data_time: 0.0060 loss: 1.4372 03/10 07:09:45 - mmengine - INFO - Epoch(train) [298][ 900/2503] lr: 4.4302e-03 eta: 0:15:06 time: 0.1130 data_time: 0.0059 loss: 1.2519 03/10 07:09:59 - mmengine - INFO - Epoch(train) [298][1000/2503] lr: 4.3632e-03 eta: 0:14:52 time: 0.1379 data_time: 0.0057 loss: 1.3689 03/10 07:10:12 - mmengine - INFO - Epoch(train) [298][1100/2503] lr: 4.2962e-03 eta: 0:14:38 time: 0.1194 data_time: 0.0053 loss: 1.3696 03/10 07:10:26 - mmengine - INFO - Epoch(train) [298][1200/2503] lr: 4.2291e-03 eta: 0:14:25 time: 0.1245 data_time: 0.0054 loss: 1.2814 03/10 07:10:40 - mmengine - INFO - Epoch(train) [298][1300/2503] lr: 4.1621e-03 eta: 0:14:11 time: 0.1199 data_time: 0.0056 loss: 1.3350 03/10 07:10:54 - mmengine - INFO - Epoch(train) [298][1400/2503] lr: 4.0951e-03 eta: 0:13:57 time: 0.1045 data_time: 0.0058 loss: 1.3241 03/10 07:11:08 - mmengine - INFO - Epoch(train) [298][1500/2503] lr: 4.0280e-03 eta: 0:13:43 time: 0.1254 data_time: 0.0058 loss: 1.2626 03/10 07:11:21 - mmengine - INFO - Epoch(train) [298][1600/2503] lr: 3.9610e-03 eta: 0:13:30 time: 0.1491 data_time: 0.0053 loss: 1.3857 03/10 07:11:23 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:11:35 - mmengine - INFO - Epoch(train) [298][1700/2503] lr: 3.8940e-03 eta: 0:13:16 time: 0.1063 data_time: 0.0052 loss: 1.2875 03/10 07:11:49 - mmengine - INFO - Epoch(train) [298][1800/2503] lr: 3.8269e-03 eta: 0:13:02 time: 0.1080 data_time: 0.0058 loss: 1.2330 03/10 07:12:03 - mmengine - INFO - Epoch(train) [298][1900/2503] lr: 3.7599e-03 eta: 0:12:49 time: 0.1320 data_time: 0.0057 loss: 1.4303 03/10 07:12:17 - mmengine - INFO - Epoch(train) [298][2000/2503] lr: 3.6929e-03 eta: 0:12:35 time: 0.1338 data_time: 0.0057 loss: 1.2767 03/10 07:12:31 - mmengine - INFO - Epoch(train) [298][2100/2503] lr: 3.6258e-03 eta: 0:12:21 time: 0.1446 data_time: 0.0060 loss: 1.4867 03/10 07:12:44 - mmengine - INFO - Epoch(train) [298][2200/2503] lr: 3.5588e-03 eta: 0:12:07 time: 0.1509 data_time: 0.0052 loss: 1.2159 03/10 07:12:58 - mmengine - INFO - Epoch(train) [298][2300/2503] lr: 3.4918e-03 eta: 0:11:54 time: 0.1355 data_time: 0.0160 loss: 1.4162 03/10 07:13:12 - mmengine - INFO - Epoch(train) [298][2400/2503] lr: 3.4247e-03 eta: 0:11:40 time: 0.1390 data_time: 0.0053 loss: 1.4693 03/10 07:13:26 - mmengine - INFO - Epoch(train) [298][2500/2503] lr: 3.3577e-03 eta: 0:11:26 time: 0.1210 data_time: 0.0056 loss: 1.3802 03/10 07:13:26 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:13:26 - mmengine - INFO - Saving checkpoint at 298 epochs 03/10 07:13:53 - mmengine - INFO - Epoch(val) [298][98/98] accuracy/top1: 69.1980 accuracy/top5: 88.7180 03/10 07:14:09 - mmengine - INFO - Epoch(train) [299][ 100/2503] lr: 3.2886e-03 eta: 0:11:12 time: 0.1355 data_time: 0.0058 loss: 1.3535 03/10 07:14:09 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:14:23 - mmengine - INFO - Epoch(train) [299][ 200/2503] lr: 3.2216e-03 eta: 0:10:58 time: 0.1157 data_time: 0.0059 loss: 1.2834 03/10 07:14:37 - mmengine - INFO - Epoch(train) [299][ 300/2503] lr: 3.1546e-03 eta: 0:10:45 time: 0.1300 data_time: 0.0056 loss: 1.4323 03/10 07:14:50 - mmengine - INFO - Epoch(train) [299][ 400/2503] lr: 3.0875e-03 eta: 0:10:31 time: 0.1199 data_time: 0.0056 loss: 1.3520 03/10 07:15:04 - mmengine - INFO - Epoch(train) [299][ 500/2503] lr: 3.0205e-03 eta: 0:10:17 time: 0.1349 data_time: 0.0060 loss: 1.2864 03/10 07:15:18 - mmengine - INFO - Epoch(train) [299][ 600/2503] lr: 2.9535e-03 eta: 0:10:04 time: 0.1355 data_time: 0.0057 loss: 1.3606 03/10 07:15:32 - mmengine - INFO - Epoch(train) [299][ 700/2503] lr: 2.8864e-03 eta: 0:09:50 time: 0.1008 data_time: 0.0064 loss: 1.2628 03/10 07:15:46 - mmengine - INFO - Epoch(train) [299][ 800/2503] lr: 2.8194e-03 eta: 0:09:36 time: 0.1365 data_time: 0.0056 loss: 1.3716 03/10 07:16:00 - mmengine - INFO - Epoch(train) [299][ 900/2503] lr: 2.7524e-03 eta: 0:09:22 time: 0.1479 data_time: 0.0058 loss: 1.3446 03/10 07:16:14 - mmengine - INFO - Epoch(train) [299][1000/2503] lr: 2.6854e-03 eta: 0:09:09 time: 0.1287 data_time: 0.0058 loss: 1.3258 03/10 07:16:28 - mmengine - INFO - Epoch(train) [299][1100/2503] lr: 2.6183e-03 eta: 0:08:55 time: 0.1171 data_time: 0.0056 loss: 1.3532 03/10 07:16:29 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:16:41 - mmengine - INFO - Epoch(train) [299][1200/2503] lr: 2.5513e-03 eta: 0:08:41 time: 0.1241 data_time: 0.0058 loss: 1.3030 03/10 07:16:55 - mmengine - INFO - Epoch(train) [299][1300/2503] lr: 2.4843e-03 eta: 0:08:28 time: 0.1235 data_time: 0.0057 loss: 1.4132 03/10 07:17:10 - mmengine - INFO - Epoch(train) [299][1400/2503] lr: 2.4172e-03 eta: 0:08:14 time: 0.1464 data_time: 0.0056 loss: 1.3461 03/10 07:17:23 - mmengine - INFO - Epoch(train) [299][1500/2503] lr: 2.3502e-03 eta: 0:08:00 time: 0.1199 data_time: 0.0058 loss: 1.3670 03/10 07:17:37 - mmengine - INFO - Epoch(train) [299][1600/2503] lr: 2.2832e-03 eta: 0:07:46 time: 0.1349 data_time: 0.0183 loss: 1.2405 03/10 07:17:51 - mmengine - INFO - Epoch(train) [299][1700/2503] lr: 2.2161e-03 eta: 0:07:33 time: 0.1546 data_time: 0.0058 loss: 1.3491 03/10 07:18:05 - mmengine - INFO - Epoch(train) [299][1800/2503] lr: 2.1491e-03 eta: 0:07:19 time: 0.1057 data_time: 0.0057 loss: 1.3419 03/10 07:18:19 - mmengine - INFO - Epoch(train) [299][1900/2503] lr: 2.0821e-03 eta: 0:07:05 time: 0.1573 data_time: 0.0068 loss: 1.2989 03/10 07:18:33 - mmengine - INFO - Epoch(train) [299][2000/2503] lr: 2.0150e-03 eta: 0:06:52 time: 0.1369 data_time: 0.0060 loss: 1.3569 03/10 07:18:47 - mmengine - INFO - Epoch(train) [299][2100/2503] lr: 1.9480e-03 eta: 0:06:38 time: 0.1240 data_time: 0.0060 loss: 1.2298 03/10 07:18:47 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:19:00 - mmengine - INFO - Epoch(train) [299][2200/2503] lr: 1.8810e-03 eta: 0:06:24 time: 0.1372 data_time: 0.0059 loss: 1.3217 03/10 07:19:15 - mmengine - INFO - Epoch(train) [299][2300/2503] lr: 1.8139e-03 eta: 0:06:10 time: 0.1437 data_time: 0.0275 loss: 1.3418 03/10 07:19:28 - mmengine - INFO - Epoch(train) [299][2400/2503] lr: 1.7469e-03 eta: 0:05:57 time: 0.1406 data_time: 0.0057 loss: 1.3010 03/10 07:19:42 - mmengine - INFO - Epoch(train) [299][2500/2503] lr: 1.6799e-03 eta: 0:05:43 time: 0.1056 data_time: 0.0070 loss: 1.3302 03/10 07:19:42 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:19:43 - mmengine - INFO - Saving checkpoint at 299 epochs 03/10 07:20:08 - mmengine - INFO - Epoch(val) [299][98/98] accuracy/top1: 69.4440 accuracy/top5: 88.7840 03/10 07:20:23 - mmengine - INFO - Epoch(train) [300][ 100/2503] lr: 1.6108e-03 eta: 0:05:29 time: 0.1421 data_time: 0.0209 loss: 1.2274 03/10 07:20:37 - mmengine - INFO - Epoch(train) [300][ 200/2503] lr: 1.5438e-03 eta: 0:05:15 time: 0.1166 data_time: 0.0062 loss: 1.4103 03/10 07:20:51 - mmengine - INFO - Epoch(train) [300][ 300/2503] lr: 1.4767e-03 eta: 0:05:02 time: 0.1125 data_time: 0.0062 loss: 1.4033 03/10 07:21:05 - mmengine - INFO - Epoch(train) [300][ 400/2503] lr: 1.4097e-03 eta: 0:04:48 time: 0.1497 data_time: 0.0058 loss: 1.3507 03/10 07:21:19 - mmengine - INFO - Epoch(train) [300][ 500/2503] lr: 1.3427e-03 eta: 0:04:34 time: 0.1139 data_time: 0.0065 loss: 1.2194 03/10 07:21:33 - mmengine - INFO - Epoch(train) [300][ 600/2503] lr: 1.2756e-03 eta: 0:04:20 time: 0.1093 data_time: 0.0058 loss: 1.1849 03/10 07:21:33 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:21:46 - mmengine - INFO - Epoch(train) [300][ 700/2503] lr: 1.2086e-03 eta: 0:04:07 time: 0.1372 data_time: 0.0068 loss: 1.2676 03/10 07:22:00 - mmengine - INFO - Epoch(train) [300][ 800/2503] lr: 1.1416e-03 eta: 0:03:53 time: 0.1131 data_time: 0.0061 loss: 1.3071 03/10 07:22:14 - mmengine - INFO - Epoch(train) [300][ 900/2503] lr: 1.0745e-03 eta: 0:03:39 time: 0.1199 data_time: 0.0076 loss: 1.2739 03/10 07:22:28 - mmengine - INFO - Epoch(train) [300][1000/2503] lr: 1.0075e-03 eta: 0:03:26 time: 0.1549 data_time: 0.0060 loss: 1.2951 03/10 07:22:41 - mmengine - INFO - Epoch(train) [300][1100/2503] lr: 9.4048e-04 eta: 0:03:12 time: 0.1226 data_time: 0.0062 loss: 1.3706 03/10 07:22:55 - mmengine - INFO - Epoch(train) [300][1200/2503] lr: 8.7344e-04 eta: 0:02:58 time: 0.1102 data_time: 0.0062 loss: 1.3050 03/10 07:23:09 - mmengine - INFO - Epoch(train) [300][1300/2503] lr: 8.0641e-04 eta: 0:02:44 time: 0.1613 data_time: 0.0057 loss: 1.3500 03/10 07:23:23 - mmengine - INFO - Epoch(train) [300][1400/2503] lr: 7.3938e-04 eta: 0:02:31 time: 0.1756 data_time: 0.0219 loss: 1.3464 03/10 07:23:36 - mmengine - INFO - Epoch(train) [300][1500/2503] lr: 6.7234e-04 eta: 0:02:17 time: 0.1111 data_time: 0.0065 loss: 1.2504 03/10 07:23:50 - mmengine - INFO - Epoch(train) [300][1600/2503] lr: 6.0531e-04 eta: 0:02:03 time: 0.1421 data_time: 0.0059 loss: 1.2753 03/10 07:23:51 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:24:04 - mmengine - INFO - Epoch(train) [300][1700/2503] lr: 5.3828e-04 eta: 0:01:50 time: 0.1337 data_time: 0.0057 loss: 1.2460 03/10 07:24:18 - mmengine - INFO - Epoch(train) [300][1800/2503] lr: 4.7124e-04 eta: 0:01:36 time: 0.1519 data_time: 0.0058 loss: 1.2893 03/10 07:24:32 - mmengine - INFO - Epoch(train) [300][1900/2503] lr: 4.0421e-04 eta: 0:01:22 time: 0.1462 data_time: 0.0055 loss: 1.5803 03/10 07:24:46 - mmengine - INFO - Epoch(train) [300][2000/2503] lr: 3.3718e-04 eta: 0:01:08 time: 0.1240 data_time: 0.0062 loss: 1.3968 03/10 07:25:00 - mmengine - INFO - Epoch(train) [300][2100/2503] lr: 2.7014e-04 eta: 0:00:55 time: 0.1334 data_time: 0.0061 loss: 1.2643 03/10 07:25:13 - mmengine - INFO - Epoch(train) [300][2200/2503] lr: 2.0311e-04 eta: 0:00:41 time: 0.1137 data_time: 0.0055 loss: 1.3271 03/10 07:25:27 - mmengine - INFO - Epoch(train) [300][2300/2503] lr: 1.3608e-04 eta: 0:00:27 time: 0.1452 data_time: 0.0055 loss: 1.1948 03/10 07:25:41 - mmengine - INFO - Epoch(train) [300][2400/2503] lr: 6.9044e-05 eta: 0:00:14 time: 0.1498 data_time: 0.0057 loss: 1.4169 03/10 07:25:55 - mmengine - INFO - Epoch(train) [300][2500/2503] lr: 2.0110e-06 eta: 0:00:00 time: 0.1217 data_time: 0.0071 loss: 1.3620 03/10 07:25:55 - mmengine - INFO - Exp name: shufflenet-v2-1x_16xb64_in1k_20230309_001201 03/10 07:25:55 - mmengine - INFO - Saving checkpoint at 300 epochs 03/10 07:26:23 - mmengine - INFO - Epoch(val) [300][98/98] accuracy/top1: 69.5260 accuracy/top5: 88.7900